warning: commands will be executed using /bin/sh
job 1848 at Sat Nov 23 12:41:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	16
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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	1
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 1115908 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 58653 members 
Mstep: Class 3 contains 58706 members 
Mstep: Class 4 contains 58534 members 
Mstep: Class 5 contains 58912 members 
Mstep: Class 6 contains 59244 members 
Mstep: Class 7 contains 58515 members 
Mstep: Class 8 contains 58715 members 
Mstep: Class 9 contains 58548 members 
Mstep: Class 10 contains 58759 members 
Mstep: Class 11 contains 58744 members 
Mstep: Class 12 contains 58330 members 
Mstep: Class 13 contains 58525 members 
Mstep: Class 14 contains 58632 members 
Mstep: Class 15 contains 58745 members 
Mstep: Class 16 contains 58509 members 
Mstep: Class 17 contains 58953 members 
Mstep: Class 18 contains 58797 members 
Mstep: Class 19 contains 58569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 247.862671 but Gain 633.594727
Score: -43900888.000000 Penalty: 11404.721680
Iteration 0F: 19 clusters Score -4.390089e+07 nChanged 1055857
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 57849 members 
Mstep: Class 3 contains 53963 members 
Mstep: Class 4 contains 102479 members 
Mstep: Class 5 contains 33055 members 
Mstep: Class 6 contains 43255 members 
Mstep: Class 7 contains 26870 members 
Mstep: Class 8 contains 92917 members 
Mstep: Class 9 contains 92168 members 
Mstep: Class 10 contains 79607 members 
Mstep: Class 12 contains 132931 members 
Mstep: Class 13 contains 25325 members 
Mstep: Class 14 contains 25290 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 40009 members 
Mstep: Class 17 contains 59413 members 
Mstep: Class 18 contains 60440 members 
Mstep: Class 19 contains 36847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45633636.000000 Penalty: 11404.721680
Iteration 1F: 19 clusters Score -4.563364e+07 nChanged 312609
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 56429 members 
Mstep: Class 3 contains 37413 members 
Mstep: Class 4 contains 110371 members 
Mstep: Class 5 contains 28713 members 
Mstep: Class 6 contains 38965 members 
Mstep: Class 7 contains 16949 members 
Mstep: Class 8 contains 98409 members 
Mstep: Class 9 contains 90830 members 
Mstep: Class 10 contains 74571 members 
Mstep: Class 12 contains 160705 members 
Mstep: Class 13 contains 13089 members 
Mstep: Class 14 contains 16005 members 
Mstep: Class 15 contains 17981 members 
Mstep: Class 16 contains 44079 members 
Mstep: Class 17 contains 44768 members 
Mstep: Class 18 contains 64890 members 
Mstep: Class 19 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45895568.000000 Penalty: 11404.721680
Iteration 2F: 19 clusters Score -4.589557e+07 nChanged 224765
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 221637 members 
Mstep: Class 2 contains 52195 members 
Mstep: Class 3 contains 23686 members 
Mstep: Class 4 contains 110703 members 
Mstep: Class 5 contains 22001 members 
Mstep: Class 6 contains 32969 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 99112 members 
Mstep: Class 9 contains 91105 members 
Mstep: Class 10 contains 74304 members 
Mstep: Class 12 contains 200826 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 16 contains 42718 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 65076 members 
Mstep: Class 19 contains 14039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46089040.000000 Penalty: 11404.721680
Iteration 3F: 19 clusters Score -4.608904e+07 nChanged 193042
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 259093 members 
Mstep: Class 2 contains 46814 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 103482 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 24105 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 91312 members 
Mstep: Class 9 contains 93750 members 
Mstep: Class 10 contains 74461 members 
Mstep: Class 12 contains 257291 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 15 contains 4931 members 
Mstep: Class 16 contains 36004 members 
Mstep: Class 17 contains 14509 members 
Mstep: Class 18 contains 56622 members 
Mstep: Class 19 contains 7155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 326.643890 but Gain 633.595703
Score: -46247676.000000 Penalty: 10771.125977
Iteration 4F: 18 clusters Score -4.624768e+07 nChanged 171777
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 285735 members 
Mstep: Class 2 contains 40999 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 90014 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 14887 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 75049 members 
Mstep: Class 9 contains 98189 members 
Mstep: Class 10 contains 71715 members 
Mstep: Class 12 contains 328268 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 26343 members 
Mstep: Class 17 contains 5472 members 
Mstep: Class 18 contains 41179 members 
Mstep: Class 19 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46379016.000000 Penalty: 10771.125977
Iteration 5F: 18 clusters Score -4.637902e+07 nChanged 151361
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 297285 members 
Mstep: Class 2 contains 35275 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 75147 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 54173 members 
Mstep: Class 9 contains 103816 members 
Mstep: Class 10 contains 64824 members 
Mstep: Class 12 contains 404226 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 24452 members 
Mstep: Class 19 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 463.657196 but Gain 633.595703
Score: -46474684.000000 Penalty: 10137.530273
Iteration 6F: 17 clusters Score -4.647468e+07 nChanged 137148
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 295103 members 
Mstep: Class 2 contains 29781 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 62241 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 36123 members 
Mstep: Class 9 contains 111095 members 
Mstep: Class 10 contains 53800 members 
Mstep: Class 12 contains 474432 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 270.366699 but Gain 633.595703
Score: -46545856.000000 Penalty: 9503.934570
Iteration 7F: 16 clusters Score -4.654586e+07 nChanged 118790
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 291368 members 
Mstep: Class 2 contains 24859 members 
Mstep: Class 3 contains 14968 members 
Mstep: Class 4 contains 52035 members 
Mstep: Class 5 contains 890 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 24402 members 
Mstep: Class 9 contains 121006 members 
Mstep: Class 10 contains 41010 members 
Mstep: Class 12 contains 522709 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 18 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 237.566803 but Gain 633.595703
Score: -46600440.000000 Penalty: 8870.338867
Iteration 8F: 15 clusters Score -4.660044e+07 nChanged 101824
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 297110 members 
Mstep: Class 2 contains 21589 members 
Mstep: Class 3 contains 15099 members 
Mstep: Class 4 contains 44764 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 17191 members 
Mstep: Class 9 contains 132871 members 
Mstep: Class 10 contains 29390 members 
Mstep: Class 12 contains 542200 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 18 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 224.511108 but Gain 633.595703
Score: -46642476.000000 Penalty: 8236.743164
Iteration 9F: 14 clusters Score -4.664248e+07 nChanged 88151
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 315911 members 
Mstep: Class 2 contains 20002 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 39572 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 145236 members 
Mstep: Class 10 contains 20051 members 
Mstep: Class 12 contains 536099 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 18 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46677628.000000 Penalty: 8236.743164
Iteration 10F: 14 clusters Score -4.667763e+07 nChanged 80661
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 347692 members 
Mstep: Class 2 contains 19543 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 35847 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 157459 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 12 contains 507944 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 18 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46704732.000000 Penalty: 8236.743164
Iteration 11F: 14 clusters Score -4.670473e+07 nChanged 80661
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 387308 members 
Mstep: Class 2 contains 19704 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 33175 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 8664 members 
Mstep: Class 9 contains 169858 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 12 contains 465567 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 18 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46717724.000000 Penalty: 8236.743164
Iteration 12F: 14 clusters Score -4.671772e+07 nChanged 73341
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 421520 members 
Mstep: Class 2 contains 19944 members 
Mstep: Class 3 contains 13834 members 
Mstep: Class 4 contains 31380 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 7717 members 
Mstep: Class 9 contains 182374 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 12 contains 424441 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 18 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 527.351135 but Gain 633.595703
Score: -46723484.000000 Penalty: 7603.147461
Iteration 13F: 13 clusters Score -4.672348e+07 nChanged 57855
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 441686 members 
Mstep: Class 2 contains 20170 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 30502 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 195426 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 12 contains 394374 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 18 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46732664.000000 Penalty: 7603.147461
Iteration 14F: 13 clusters Score -4.673266e+07 nChanged 45839
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 450332 members 
Mstep: Class 2 contains 20527 members 
Mstep: Class 3 contains 13029 members 
Mstep: Class 4 contains 30414 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 208814 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 12 contains 372788 members 
Mstep: Class 16 contains 975 members 
Mstep: Class 18 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46740748.000000 Penalty: 7603.147461
Iteration 15Q: 13 clusters Score -4.674075e+07 nChanged 38225
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 450414 members 
Mstep: Class 2 contains 21178 members 
Mstep: Class 3 contains 12540 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 7563 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 222270 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 12 contains 358297 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 18 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46750404.000000 Penalty: 7603.147461
Iteration 16Q: 13 clusters Score -4.67504e+07 nChanged 33356
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 444329 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 31220 members 
Mstep: Class 6 contains 700 members 
Mstep: Class 7 contains 8954 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 235623 members 
Mstep: Class 10 contains 6419 members 
Mstep: Class 12 contains 349080 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 18 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46760140.000000 Penalty: 7603.147461
Iteration 17Q: 13 clusters Score -4.676014e+07 nChanged 30914
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 433397 members 
Mstep: Class 2 contains 23251 members 
Mstep: Class 3 contains 11505 members 
Mstep: Class 4 contains 31827 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 10354 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 249265 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 12 contains 343737 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 18 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 627.578796 but Gain 633.595703
Score: -46770068.000000 Penalty: 6969.551758
Iteration 18Q: 12 clusters Score -4.677007e+07 nChanged 30089
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 419462 members 
Mstep: Class 2 contains 24588 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 32485 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 11780 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 263460 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 12 contains 340859 members 
Mstep: Class 16 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46779648.000000 Penalty: 6969.551758
Iteration 19Q: 12 clusters Score -4.677965e+07 nChanged 28773
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 403323 members 
Mstep: Class 2 contains 26021 members 
Mstep: Class 3 contains 10562 members 
Mstep: Class 4 contains 33251 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 13056 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 277444 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 12 contains 339488 members 
Mstep: Class 16 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46789672.000000 Penalty: 6969.551758
Iteration 20F: 12 clusters Score -4.678967e+07 nChanged 28494
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 386543 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 10099 members 
Mstep: Class 4 contains 34033 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 291496 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 12 contains 338381 members 
Mstep: Class 16 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46799176.000000 Penalty: 6969.551758
Iteration 21Q: 12 clusters Score -4.679918e+07 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 369449 members 
Mstep: Class 2 contains 29004 members 
Mstep: Class 3 contains 9623 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 15405 members 
Mstep: Class 8 contains 2064 members 
Mstep: Class 9 contains 305944 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 12 contains 337133 members 
Mstep: Class 16 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46808440.000000 Penalty: 6969.551758
Iteration 22Q: 12 clusters Score -4.680844e+07 nChanged 28802
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 351825 members 
Mstep: Class 2 contains 30516 members 
Mstep: Class 3 contains 9153 members 
Mstep: Class 4 contains 35287 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 321574 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 12 contains 335243 members 
Mstep: Class 16 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46818688.000000 Penalty: 6969.551758
Iteration 23Q: 12 clusters Score -4.681869e+07 nChanged 29991
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 333266 members 
Mstep: Class 2 contains 32028 members 
Mstep: Class 3 contains 8645 members 
Mstep: Class 4 contains 35935 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 17421 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 338924 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 12 contains 332483 members 
Mstep: Class 16 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 629.335571 but Gain 633.595703
Score: -46828032.000000 Penalty: 6335.956055
Iteration 24Q: 11 clusters Score -4.682803e+07 nChanged 31773
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 314000 members 
Mstep: Class 2 contains 33572 members 
Mstep: Class 3 contains 8076 members 
Mstep: Class 4 contains 36634 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 357540 members 
Mstep: Class 10 contains 15817 members 
Mstep: Class 12 contains 329512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46837108.000000 Penalty: 6335.956055
Iteration 25Q: 11 clusters Score -4.683711e+07 nChanged 32967
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 293981 members 
Mstep: Class 2 contains 35201 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 37381 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 19184 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 376662 members 
Mstep: Class 10 contains 17752 members 
Mstep: Class 12 contains 325951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46845532.000000 Penalty: 6335.956055
Iteration 26Q: 11 clusters Score -4.684553e+07 nChanged 33531
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 275610 members 
Mstep: Class 2 contains 36844 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 38082 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 20013 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 395578 members 
Mstep: Class 10 contains 20108 members 
Mstep: Class 12 contains 320697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46849068.000000 Penalty: 6335.956055
Iteration 27Q: 11 clusters Score -4.684907e+07 nChanged 35737
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 258040 members 
Mstep: Class 2 contains 38601 members 
Mstep: Class 3 contains 5959 members 
Mstep: Class 4 contains 38903 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 1318 members 
Mstep: Class 9 contains 414160 members 
Mstep: Class 10 contains 22798 members 
Mstep: Class 12 contains 314618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46847744.000000 Penalty: 6335.956055
Iteration 28Q: 11 clusters Score -4.684774e+07 nChanged 37036
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 239513 members 
Mstep: Class 2 contains 40444 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 39799 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 21453 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 433046 members 
Mstep: Class 10 contains 25780 members 
Mstep: Class 12 contains 308877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46844460.000000 Penalty: 6335.956055
Iteration 29Q: 11 clusters Score -4.684446e+07 nChanged 36310
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 222301 members 
Mstep: Class 2 contains 42190 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 40633 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 449949 members 
Mstep: Class 10 contains 28935 members 
Mstep: Class 12 contains 304024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46841752.000000 Penalty: 6335.956055
Iteration 30Q: 11 clusters Score -4.684175e+07 nChanged 33931
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 208099 members 
Mstep: Class 2 contains 43808 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 41335 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 22149 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 463006 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 12 contains 300397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46840440.000000 Penalty: 6335.956055
Iteration 31Q: 11 clusters Score -4.684044e+07 nChanged 30714
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 197456 members 
Mstep: Class 2 contains 45336 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 41906 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 22249 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 471448 members 
Mstep: Class 10 contains 34856 members 
Mstep: Class 12 contains 298302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46839672.000000 Penalty: 6335.956055
Iteration 32Q: 11 clusters Score -4.683967e+07 nChanged 26813
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 190558 members 
Mstep: Class 2 contains 46826 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 42426 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 22244 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 475173 members 
Mstep: Class 10 contains 37301 members 
Mstep: Class 12 contains 297608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46839400.000000 Penalty: 6335.956055
Iteration 33Q: 11 clusters Score -4.68394e+07 nChanged 23032
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 186587 members 
Mstep: Class 2 contains 48246 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 42799 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 22209 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 475520 members 
Mstep: Class 10 contains 39176 members 
Mstep: Class 12 contains 298010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46839948.000000 Penalty: 6335.956055
Iteration 34Q: 11 clusters Score -4.683995e+07 nChanged 19595
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 49598 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 42945 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 22116 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 473187 members 
Mstep: Class 10 contains 40619 members 
Mstep: Class 12 contains 298923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46841164.000000 Penalty: 6335.956055
Iteration 35Q: 11 clusters Score -4.684116e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 185936 members 
Mstep: Class 2 contains 50859 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 43000 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 21984 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 469406 members 
Mstep: Class 10 contains 41527 members 
Mstep: Class 12 contains 300129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46842960.000000 Penalty: 6335.956055
Iteration 36Q: 11 clusters Score -4.684296e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 52086 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 42924 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 7 contains 21791 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 464633 members 
Mstep: Class 10 contains 42073 members 
Mstep: Class 12 contains 301475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46844516.000000 Penalty: 6335.956055
Iteration 37Q: 11 clusters Score -4.684452e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 53307 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 42809 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 21567 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 459041 members 
Mstep: Class 10 contains 42313 members 
Mstep: Class 12 contains 302658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46846484.000000 Penalty: 6335.956055
Iteration 38Q: 11 clusters Score -4.684648e+07 nChanged 12813
Entering ConstructFrom: 
Score: -46846484.000000 Penalty: 6335.956055
Entering ConstructFrom: 
Trying to split cluster 1 (195214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Entering Unmasked Estep 
Score: -8877878.000000 Penalty: 554.274231
	Iteration 0F: 2 clusters Score -8877878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -8745059.000000 Penalty: 1108.548462
	Iteration 0F: 3 clusters Score -8745059 nChanged 96368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -8809252.000000 Penalty: 1108.548462
	Iteration 1F: 3 clusters Score -8809252 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -8817612.000000 Penalty: 1108.548462
	Iteration 2F: 3 clusters Score -8817612 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -8830532.000000 Penalty: 1108.548462
	Iteration 3F: 3 clusters Score -8830532 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -8845140.000000 Penalty: 1108.548462
	Iteration 4F: 3 clusters Score -8845140 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -8853546.000000 Penalty: 1108.548462
	Iteration 5F: 3 clusters Score -8853546 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -8856534.000000 Penalty: 1108.548462
	Iteration 6Q: 3 clusters Score -8856534 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -8857902.000000 Penalty: 1108.548462
	Iteration 7Q: 3 clusters Score -8857902 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -8859040.000000 Penalty: 1108.548462
	Iteration 8Q: 3 clusters Score -8859040 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 147938 members 
Entering Unmasked Estep 
Score: -8860204.000000 Penalty: 1108.548462
	Iteration 9Q: 3 clusters Score -8860204 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -8861173.000000 Penalty: 1108.548462
	Iteration 10Q: 3 clusters Score -8861173 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 153114 members 
Entering Unmasked Estep 
Score: -8862050.000000 Penalty: 1108.548462
	Iteration 11Q: 3 clusters Score -8862050 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -8862935.000000 Penalty: 1108.548462
	Iteration 12Q: 3 clusters Score -8862935 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -8863890.000000 Penalty: 1108.548462
	Iteration 13Q: 3 clusters Score -8863890 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -8864845.000000 Penalty: 1108.548462
	Iteration 14Q: 3 clusters Score -8864845 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -8865768.000000 Penalty: 1108.548462
	Iteration 15Q: 3 clusters Score -8865768 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 165561 members 
Entering Unmasked Estep 
Score: -8866616.000000 Penalty: 1108.548462
	Iteration 16Q: 3 clusters Score -8866616 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -8867545.000000 Penalty: 1108.548462
	Iteration 17Q: 3 clusters Score -8867545 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -8868441.000000 Penalty: 1108.548462
	Iteration 18Q: 3 clusters Score -8868441 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -8869280.000000 Penalty: 1108.548462
	Iteration 19Q: 3 clusters Score -8869280 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -8870109.000000 Penalty: 1108.548462
	Iteration 20F: 3 clusters Score -8870109 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -8870965.000000 Penalty: 1108.548462
	Iteration 21Q: 3 clusters Score -8870965 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 178476 members 
Entering Unmasked Estep 
Score: -8871804.000000 Penalty: 1108.548462
	Iteration 22Q: 3 clusters Score -8871804 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 180216 members 
Entering Unmasked Estep 
Score: -8872638.000000 Penalty: 1108.548462
	Iteration 23Q: 3 clusters Score -8872638 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 181843 members 
Entering Unmasked Estep 
Score: -8873330.000000 Penalty: 1108.548462
	Iteration 24Q: 3 clusters Score -8873330 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 183269 members 
Entering Unmasked Estep 
Score: -8874002.000000 Penalty: 1108.548462
	Iteration 25Q: 3 clusters Score -8874002 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 184564 members 
Entering Unmasked Estep 
Score: -8874541.000000 Penalty: 1108.548462
	Iteration 26Q: 3 clusters Score -8874541 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -8875071.000000 Penalty: 1108.548462
	Iteration 27Q: 3 clusters Score -8875071 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 186737 members 
Entering Unmasked Estep 
Score: -8875538.000000 Penalty: 1108.548462
	Iteration 28Q: 3 clusters Score -8875538 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 187581 members 
Entering Unmasked Estep 
Score: -8875912.000000 Penalty: 1108.548462
	Iteration 29Q: 3 clusters Score -8875912 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 188249 members 
Entering Unmasked Estep 
Score: -8876209.000000 Penalty: 1108.548462
	Iteration 30Q: 3 clusters Score -8876209 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 188838 members 
Entering Unmasked Estep 
Score: -8876421.000000 Penalty: 1108.548462
	Iteration 31Q: 3 clusters Score -8876421 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 189333 members 
Entering Unmasked Estep 
Score: -8876593.000000 Penalty: 1108.548462
	Iteration 32Q: 3 clusters Score -8876593 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -8876687.000000 Penalty: 1108.548462
	Iteration 33Q: 3 clusters Score -8876687 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 190083 members 
Entering Unmasked Estep 
Score: -8876789.000000 Penalty: 1108.548462
	Iteration 34Q: 3 clusters Score -8876789 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 190369 members 
Entering Unmasked Estep 
Score: -8876874.000000 Penalty: 1108.548462
	Iteration 35Q: 3 clusters Score -8876874 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -8876955.000000 Penalty: 1108.548462
	Iteration 36Q: 3 clusters Score -8876955 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 190901 members 
Entering Unmasked Estep 
Score: -8876996.000000 Penalty: 1108.548462
	Iteration 37Q: 3 clusters Score -8876996 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 191106 members 
Entering Unmasked Estep 
Score: -8877036.000000 Penalty: 1108.548462
	Iteration 38Q: 3 clusters Score -8877036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 191298 members 
Entering Unmasked Estep 
Score: -8877075.000000 Penalty: 1108.548462
	Iteration 39Q: 3 clusters Score -8877075 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -8877099.000000 Penalty: 1108.548462
	Iteration 40F: 3 clusters Score -8877099 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 191687 members 
Entering Unmasked Estep 
Score: -8877210.000000 Penalty: 1108.548462
	Iteration 41Q: 3 clusters Score -8877210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 191849 members 
Entering Unmasked Estep 
Score: -8877234.000000 Penalty: 1108.548462
	Iteration 42Q: 3 clusters Score -8877234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 192007 members 
Entering Unmasked Estep 
Score: -8877273.000000 Penalty: 1108.548462
	Iteration 43Q: 3 clusters Score -8877273 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 192148 members 
Entering Unmasked Estep 
Score: -8877308.000000 Penalty: 1108.548462
	Iteration 44Q: 3 clusters Score -8877308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 192271 members 
Entering Unmasked Estep 
Score: -8877344.000000 Penalty: 1108.548462
	Iteration 45Q: 3 clusters Score -8877344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -8877367.000000 Penalty: 1108.548462
	Iteration 46Q: 3 clusters Score -8877367 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 192492 members 
Entering Unmasked Estep 
Score: -8877404.000000 Penalty: 1108.548462
	Iteration 47Q: 3 clusters Score -8877404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 192597 members 
Entering Unmasked Estep 
Score: -8877400.000000 Penalty: 1108.548462
	Iteration 48Q: 3 clusters Score -8877400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 192693 members 
Entering Unmasked Estep 
Score: -8877409.000000 Penalty: 1108.548462
	Iteration 49Q: 3 clusters Score -8877409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 192778 members 
Entering Unmasked Estep 
Score: -8877418.000000 Penalty: 1108.548462
	Iteration 50Q: 3 clusters Score -8877418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 192860 members 
Entering Unmasked Estep 
Score: -8877436.000000 Penalty: 1108.548462
	Iteration 51Q: 3 clusters Score -8877436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 192929 members 
Entering Unmasked Estep 
Score: -8877463.000000 Penalty: 1108.548462
	Iteration 52Q: 3 clusters Score -8877463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 192986 members 
Entering Unmasked Estep 
Score: -8877461.000000 Penalty: 1108.548462
	Iteration 53Q: 3 clusters Score -8877461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 193043 members 
Entering Unmasked Estep 
Score: -8877474.000000 Penalty: 1108.548462
	Iteration 54Q: 3 clusters Score -8877474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -8877471.000000 Penalty: 1108.548462
	Iteration 55Q: 3 clusters Score -8877471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -8877476.000000 Penalty: 1108.548462
	Iteration 56Q: 3 clusters Score -8877476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 193161 members 
Entering Unmasked Estep 
Score: -8877481.000000 Penalty: 1108.548462
	Iteration 57Q: 3 clusters Score -8877481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 193189 members 
Entering Unmasked Estep 
Score: -8877495.000000 Penalty: 1108.548462
	Iteration 58Q: 3 clusters Score -8877495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 193214 members 
Entering Unmasked Estep 
Score: -8877499.000000 Penalty: 1108.548462
	Iteration 59Q: 3 clusters Score -8877499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -8877503.000000 Penalty: 1108.548462
	Iteration 60F: 3 clusters Score -8877503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 193268 members 
Entering Unmasked Estep 
Score: -8877501.000000 Penalty: 1108.548462
	Iteration 61Q: 3 clusters Score -8877501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 193297 members 
Entering Unmasked Estep 
Score: -8877506.000000 Penalty: 1108.548462
	Iteration 62Q: 3 clusters Score -8877506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 193324 members 
Entering Unmasked Estep 
Score: -8877506.000000 Penalty: 1108.548462
	Iteration 63Q: 3 clusters Score -8877506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 193350 members 
Entering Unmasked Estep 
Score: -8877500.000000 Penalty: 1108.548462
	Iteration 64Q: 3 clusters Score -8877500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 193377 members 
Entering Unmasked Estep 
Score: -8877508.000000 Penalty: 1108.548462
	Iteration 65Q: 3 clusters Score -8877508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -8877499.000000 Penalty: 1108.548462
	Iteration 66Q: 3 clusters Score -8877499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 193436 members 
Entering Unmasked Estep 
Score: -8877512.000000 Penalty: 1108.548462
	Iteration 67Q: 3 clusters Score -8877512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 193454 members 
Entering Unmasked Estep 
Score: -8877522.000000 Penalty: 1108.548462
	Iteration 68Q: 3 clusters Score -8877522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -8877527.000000 Penalty: 1108.548462
	Iteration 69Q: 3 clusters Score -8877527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -8877531.000000 Penalty: 1108.548462
	Iteration 70Q: 3 clusters Score -8877531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 193531 members 
Entering Unmasked Estep 
Score: -8877541.000000 Penalty: 1108.548462
	Iteration 71Q: 3 clusters Score -8877541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -8877542.000000 Penalty: 1108.548462
	Iteration 72Q: 3 clusters Score -8877542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 193584 members 
Entering Unmasked Estep 
Score: -8877551.000000 Penalty: 1108.548462
	Iteration 73Q: 3 clusters Score -8877551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -8877557.000000 Penalty: 1108.548462
	Iteration 74Q: 3 clusters Score -8877557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -8877556.000000 Penalty: 1108.548462
	Iteration 75Q: 3 clusters Score -8877556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -8877563.000000 Penalty: 1108.548462
	Iteration 76Q: 3 clusters Score -8877563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 193655 members 
Entering Unmasked Estep 
Score: -8877572.000000 Penalty: 1108.548462
	Iteration 77Q: 3 clusters Score -8877572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 193668 members 
Entering Unmasked Estep 
Score: -8877575.000000 Penalty: 1108.548462
	Iteration 78Q: 3 clusters Score -8877575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 193679 members 
Entering Unmasked Estep 
Score: -8877572.000000 Penalty: 1108.548462
	Iteration 79Q: 3 clusters Score -8877572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 193688 members 
Entering Unmasked Estep 
Score: -8877565.000000 Penalty: 1108.548462
	Iteration 80F: 3 clusters Score -8877565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 193694 members 
Entering Unmasked Estep 
Score: -8877564.000000 Penalty: 1108.548462
	Iteration 81Q: 3 clusters Score -8877564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 193700 members 
Entering Unmasked Estep 
Score: -8877559.000000 Penalty: 1108.548462
	Iteration 82Q: 3 clusters Score -8877559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 193705 members 
Entering Unmasked Estep 
Score: -8877562.000000 Penalty: 1108.548462
	Iteration 83Q: 3 clusters Score -8877562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 193710 members 
Entering Unmasked Estep 
Score: -8877563.000000 Penalty: 1108.548462
	Iteration 84Q: 3 clusters Score -8877563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 193713 members 
Entering Unmasked Estep 
Score: -8877565.000000 Penalty: 1108.548462
	Iteration 85Q: 3 clusters Score -8877565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 193717 members 
Entering Unmasked Estep 
Score: -8877566.000000 Penalty: 1108.548462
	Iteration 86Q: 3 clusters Score -8877566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 193722 members 
Entering Unmasked Estep 
Score: -8877559.000000 Penalty: 1108.548462
	Iteration 87Q: 3 clusters Score -8877559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -8877555.000000 Penalty: 1108.548462
	Iteration 88Q: 3 clusters Score -8877555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 193731 members 
Entering Unmasked Estep 
Score: -8877561.000000 Penalty: 1108.548462
	Iteration 89Q: 3 clusters Score -8877561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 193736 members 
Entering Unmasked Estep 
Score: -8877562.000000 Penalty: 1108.548462
	Iteration 90Q: 3 clusters Score -8877562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 193740 members 
Entering Unmasked Estep 
Score: -8877568.000000 Penalty: 1108.548462
	Iteration 91Q: 3 clusters Score -8877568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 193747 members 
Entering Unmasked Estep 
Score: -8877565.000000 Penalty: 1108.548462
	Iteration 92Q: 3 clusters Score -8877565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 193750 members 
Entering Unmasked Estep 
Score: -8877567.000000 Penalty: 1108.548462
	Iteration 93Q: 3 clusters Score -8877567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 193754 members 
Entering Unmasked Estep 
Score: -8877569.000000 Penalty: 1108.548462
	Iteration 94Q: 3 clusters Score -8877569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -8877570.000000 Penalty: 1108.548462
	Iteration 95Q: 3 clusters Score -8877570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 193761 members 
Entering Unmasked Estep 
Score: -8877569.000000 Penalty: 1108.548462
	Iteration 96Q: 3 clusters Score -8877569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 193768 members 
Entering Unmasked Estep 
Score: -8877575.000000 Penalty: 1108.548462
	Iteration 97Q: 3 clusters Score -8877575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 193776 members 
Entering Unmasked Estep 
Score: -8877576.000000 Penalty: 1108.548462
	Iteration 98Q: 3 clusters Score -8877576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 193778 members 
Entering Unmasked Estep 
Score: -8877575.000000 Penalty: 1108.548462
	Iteration 99Q: 3 clusters Score -8877575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -8877572.000000 Penalty: 1108.548462
	Iteration 100F: 3 clusters Score -8877572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -8877574.000000 Penalty: 1108.548462
	Iteration 101Q: 3 clusters Score -8877574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 193796 members 
Entering Unmasked Estep 
Score: -8877575.000000 Penalty: 1108.548462
	Iteration 102Q: 3 clusters Score -8877575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -8877576.000000 Penalty: 1108.548462
	Iteration 103Q: 3 clusters Score -8877576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 193801 members 
Entering Unmasked Estep 
Score: -8877579.000000 Penalty: 1108.548462
	Iteration 104Q: 3 clusters Score -8877579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 193803 members 
Entering Unmasked Estep 
Score: -8877579.000000 Penalty: 1108.548462
	Iteration 105Q: 3 clusters Score -8877579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 193806 members 
Entering Unmasked Estep 
Score: -8877575.000000 Penalty: 1108.548462
	Iteration 106Q: 3 clusters Score -8877575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -8877579.000000 Penalty: 1108.548462
	Iteration 107Q: 3 clusters Score -8877579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877582.000000 Penalty: 1108.548462
	Iteration 108Q: 3 clusters Score -8877582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877585.000000 Penalty: 1108.548462
	Iteration 109Q: 3 clusters Score -8877585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877579.000000 Penalty: 1108.548462
	Iteration 110Q: 3 clusters Score -8877579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -8877585.000000 Penalty: 1108.548462
	Iteration 111Q: 3 clusters Score -8877585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -8877580.000000 Penalty: 1108.548462
	Iteration 112Q: 3 clusters Score -8877580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877586.000000 Penalty: 1108.548462
	Iteration 113Q: 3 clusters Score -8877586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877589.000000 Penalty: 1108.548462
	Iteration 114Q: 3 clusters Score -8877589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -8877589.000000 Penalty: 1108.548462
	Iteration 115F: 3 clusters Score -8877589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Entering Unmasked Estep 
Score: -2336619.750000 Penalty: 496.158356
	Iteration 0F: 2 clusters Score -2336620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -2299990.500000 Penalty: 992.316711
	Iteration 0F: 3 clusters Score -2299990 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2316128.750000 Penalty: 992.316711
	Iteration 1F: 3 clusters Score -2316129 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -2316947.500000 Penalty: 992.316711
	Iteration 2Q: 3 clusters Score -2316948 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -2318475.000000 Penalty: 992.316711
	Iteration 3F: 3 clusters Score -2318475 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -2321300.500000 Penalty: 992.316711
	Iteration 4F: 3 clusters Score -2321300 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -2325789.500000 Penalty: 992.316711
	Iteration 5F: 3 clusters Score -2325790 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -2330914.750000 Penalty: 992.316711
	Iteration 6F: 3 clusters Score -2330915 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -2334666.750000 Penalty: 992.316711
	Iteration 7F: 3 clusters Score -2334667 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -2336654.250000 Penalty: 992.316711
	Iteration 8Q: 3 clusters Score -2336654 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -2337691.500000 Penalty: 992.316711
	Iteration 9Q: 3 clusters Score -2337692 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -2338228.000000 Penalty: 992.316711
	Iteration 10Q: 3 clusters Score -2338228 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -2338487.750000 Penalty: 992.316711
	Iteration 11Q: 3 clusters Score -2338488 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -2338603.250000 Penalty: 992.316711
	Iteration 12Q: 3 clusters Score -2338603 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -2338661.250000 Penalty: 992.316711
	Iteration 13Q: 3 clusters Score -2338661 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -2338680.750000 Penalty: 992.316711
	Iteration 14Q: 3 clusters Score -2338681 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -2338702.250000 Penalty: 992.316711
	Iteration 15Q: 3 clusters Score -2338702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -2338718.000000 Penalty: 992.316711
	Iteration 16Q: 3 clusters Score -2338718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -2338716.500000 Penalty: 992.316711
	Iteration 17Q: 3 clusters Score -2338716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -2338725.500000 Penalty: 992.316711
	Iteration 18Q: 3 clusters Score -2338726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -2338731.250000 Penalty: 992.316711
	Iteration 19Q: 3 clusters Score -2338731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -2338731.500000 Penalty: 992.316711
	Iteration 20F: 3 clusters Score -2338732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -2338735.750000 Penalty: 992.316711
	Iteration 21Q: 3 clusters Score -2338736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -2338735.250000 Penalty: 992.316711
	Iteration 22Q: 3 clusters Score -2338735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -2338736.750000 Penalty: 992.316711
	Iteration 23Q: 3 clusters Score -2338737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -2338736.500000 Penalty: 992.316711
	Iteration 24Q: 3 clusters Score -2338736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -2338736.250000 Penalty: 992.316711
	Iteration 25Q: 3 clusters Score -2338736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -2338732.500000 Penalty: 992.316711
	Iteration 26Q: 3 clusters Score -2338732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -2338731.750000 Penalty: 992.316711
	Iteration 27Q: 3 clusters Score -2338732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2338734.750000 Penalty: 992.316711
	Iteration 28Q: 3 clusters Score -2338735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -2338743.250000 Penalty: 992.316711
	Iteration 29Q: 3 clusters Score -2338743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -2338748.750000 Penalty: 992.316711
	Iteration 30Q: 3 clusters Score -2338749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2338749.000000 Penalty: 992.316711
	Iteration 31Q: 3 clusters Score -2338749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -2338756.750000 Penalty: 992.316711
	Iteration 32Q: 3 clusters Score -2338757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -2338765.750000 Penalty: 992.316711
	Iteration 33Q: 3 clusters Score -2338766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -2338763.750000 Penalty: 992.316711
	Iteration 34Q: 3 clusters Score -2338764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -2338765.250000 Penalty: 992.316711
	Iteration 35Q: 3 clusters Score -2338765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -2338768.750000 Penalty: 992.316711
	Iteration 36Q: 3 clusters Score -2338769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -2338768.000000 Penalty: 992.316711
	Iteration 37Q: 3 clusters Score -2338768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -2338772.000000 Penalty: 992.316711
	Iteration 38Q: 3 clusters Score -2338772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -2338775.250000 Penalty: 992.316711
	Iteration 39Q: 3 clusters Score -2338775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -2338772.500000 Penalty: 992.316711
	Iteration 40F: 3 clusters Score -2338772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -2338772.750000 Penalty: 992.316711
	Iteration 41Q: 3 clusters Score -2338773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2338776.500000 Penalty: 992.316711
	Iteration 42Q: 3 clusters Score -2338776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -2338780.250000 Penalty: 992.316711
	Iteration 43Q: 3 clusters Score -2338780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -2338785.250000 Penalty: 992.316711
	Iteration 44Q: 3 clusters Score -2338785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -2338782.500000 Penalty: 992.316711
	Iteration 45Q: 3 clusters Score -2338782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -2338785.000000 Penalty: 992.316711
	Iteration 46Q: 3 clusters Score -2338785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -2338783.250000 Penalty: 992.316711
	Iteration 47Q: 3 clusters Score -2338783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2338789.750000 Penalty: 992.316711
	Iteration 48Q: 3 clusters Score -2338790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -2338795.750000 Penalty: 992.316711
	Iteration 49Q: 3 clusters Score -2338796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -2338791.000000 Penalty: 992.316711
	Iteration 50Q: 3 clusters Score -2338791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -2338799.500000 Penalty: 992.316711
	Iteration 51Q: 3 clusters Score -2338800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -2338800.250000 Penalty: 992.316711
	Iteration 52Q: 3 clusters Score -2338800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -2338802.250000 Penalty: 992.316711
	Iteration 53Q: 3 clusters Score -2338802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -2338798.250000 Penalty: 992.316711
	Iteration 54Q: 3 clusters Score -2338798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -2338800.000000 Penalty: 992.316711
	Iteration 55Q: 3 clusters Score -2338800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -2338802.250000 Penalty: 992.316711
	Iteration 56Q: 3 clusters Score -2338802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -2338800.500000 Penalty: 992.316711
	Iteration 57Q: 3 clusters Score -2338800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -2338796.500000 Penalty: 992.316711
	Iteration 58Q: 3 clusters Score -2338796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -2338800.750000 Penalty: 992.316711
	Iteration 59Q: 3 clusters Score -2338801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 60F: 3 clusters Score -2338810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -2338808.250000 Penalty: 992.316711
	Iteration 61Q: 3 clusters Score -2338808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -2338810.750000 Penalty: 992.316711
	Iteration 62Q: 3 clusters Score -2338811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 63Q: 3 clusters Score -2338810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -2338813.250000 Penalty: 992.316711
	Iteration 64Q: 3 clusters Score -2338813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -2338808.500000 Penalty: 992.316711
	Iteration 65Q: 3 clusters Score -2338808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -2338806.750000 Penalty: 992.316711
	Iteration 66Q: 3 clusters Score -2338807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -2338809.000000 Penalty: 992.316711
	Iteration 67Q: 3 clusters Score -2338809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 68Q: 3 clusters Score -2338810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 69Q: 3 clusters Score -2338810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -2338811.000000 Penalty: 992.316711
	Iteration 70Q: 3 clusters Score -2338811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -2338808.250000 Penalty: 992.316711
	Iteration 71Q: 3 clusters Score -2338808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 72Q: 3 clusters Score -2338810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2338810.500000 Penalty: 992.316711
	Iteration 73F: 3 clusters Score -2338810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 21333 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 12 contains 303604 members 
Entering Unmasked Estep 
Score: -46849696.000000 Penalty: 6969.551758
Splitting cluster 2 changes total score from -46846484.000000 to -46849696.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -38067.847656 Penalty: 315.955963
	Iteration 0F: 2 clusters Score -38067.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -37256.957031 Penalty: 631.911926
	Iteration 0F: 3 clusters Score -37256.96 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37603.296875 Penalty: 631.911926
	Iteration 1F: 3 clusters Score -37603.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37768.726562 Penalty: 631.911926
	Iteration 2F: 3 clusters Score -37768.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37966.410156 Penalty: 631.911926
	Iteration 3F: 3 clusters Score -37966.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38177.121094 Penalty: 631.911926
	Iteration 4F: 3 clusters Score -38177.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38303.730469 Penalty: 631.911926
	Iteration 5F: 3 clusters Score -38303.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38365.687500 Penalty: 631.911926
	Iteration 6Q: 3 clusters Score -38365.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38394.269531 Penalty: 631.911926
	Iteration 7Q: 3 clusters Score -38394.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38399.843750 Penalty: 631.911926
	Iteration 8Q: 3 clusters Score -38399.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38411.089844 Penalty: 631.911926
	Iteration 9Q: 3 clusters Score -38411.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38429.484375 Penalty: 631.911926
	Iteration 10Q: 3 clusters Score -38429.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38443.242188 Penalty: 631.911926
	Iteration 11Q: 3 clusters Score -38443.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38454.347656 Penalty: 631.911926
	Iteration 12Q: 3 clusters Score -38454.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38456.644531 Penalty: 631.911926
	Iteration 13Q: 3 clusters Score -38456.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38456.644531 Penalty: 631.911926
	Iteration 14F: 3 clusters Score -38456.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 21333 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 303604 members 
Entering Unmasked Estep 
Score: -46849756.000000 Penalty: 7603.147461
Splitting cluster 3 changes total score from -46846484.000000 to -46849756.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (42736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Entering Unmasked Estep 
Score: -1730324.125000 Penalty: 485.157257
	Iteration 0F: 2 clusters Score -1730324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1701528.375000 Penalty: 970.314514
	Iteration 0F: 3 clusters Score -1701528 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1714366.875000 Penalty: 970.314514
	Iteration 1F: 3 clusters Score -1714367 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -1715368.000000 Penalty: 970.314514
	Iteration 2F: 3 clusters Score -1715368 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -1716979.750000 Penalty: 970.314514
	Iteration 3F: 3 clusters Score -1716980 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -1719490.250000 Penalty: 970.314514
	Iteration 4F: 3 clusters Score -1719490 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -1722829.250000 Penalty: 970.314514
	Iteration 5F: 3 clusters Score -1722829 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -1726030.375000 Penalty: 970.314514
	Iteration 6F: 3 clusters Score -1726030 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -1728034.125000 Penalty: 970.314514
	Iteration 7Q: 3 clusters Score -1728034 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -1728818.250000 Penalty: 970.314514
	Iteration 8Q: 3 clusters Score -1728818 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -1729146.250000 Penalty: 970.314514
	Iteration 9Q: 3 clusters Score -1729146 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -1729354.000000 Penalty: 970.314514
	Iteration 10Q: 3 clusters Score -1729354 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -1729481.000000 Penalty: 970.314514
	Iteration 11Q: 3 clusters Score -1729481 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -1729603.625000 Penalty: 970.314514
	Iteration 12Q: 3 clusters Score -1729604 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -1729697.250000 Penalty: 970.314514
	Iteration 13Q: 3 clusters Score -1729697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -1729773.375000 Penalty: 970.314514
	Iteration 14Q: 3 clusters Score -1729773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -1729829.875000 Penalty: 970.314514
	Iteration 15Q: 3 clusters Score -1729830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -1729871.750000 Penalty: 970.314514
	Iteration 16Q: 3 clusters Score -1729872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -1729903.625000 Penalty: 970.314514
	Iteration 17Q: 3 clusters Score -1729904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -1729937.125000 Penalty: 970.314514
	Iteration 18Q: 3 clusters Score -1729937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -1729978.250000 Penalty: 970.314514
	Iteration 19Q: 3 clusters Score -1729978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -1730009.500000 Penalty: 970.314514
	Iteration 20F: 3 clusters Score -1730010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -1730032.000000 Penalty: 970.314514
	Iteration 21Q: 3 clusters Score -1730032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -1730061.000000 Penalty: 970.314514
	Iteration 22Q: 3 clusters Score -1730061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -1730074.625000 Penalty: 970.314514
	Iteration 23Q: 3 clusters Score -1730075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -1730098.000000 Penalty: 970.314514
	Iteration 24Q: 3 clusters Score -1730098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -1730114.625000 Penalty: 970.314514
	Iteration 25Q: 3 clusters Score -1730115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -1730124.750000 Penalty: 970.314514
	Iteration 26Q: 3 clusters Score -1730125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -1730144.125000 Penalty: 970.314514
	Iteration 27Q: 3 clusters Score -1730144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -1730163.625000 Penalty: 970.314514
	Iteration 28Q: 3 clusters Score -1730164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -1730176.000000 Penalty: 970.314514
	Iteration 29Q: 3 clusters Score -1730176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -1730186.375000 Penalty: 970.314514
	Iteration 30Q: 3 clusters Score -1730186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -1730203.250000 Penalty: 970.314514
	Iteration 31Q: 3 clusters Score -1730203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -1730220.875000 Penalty: 970.314514
	Iteration 32Q: 3 clusters Score -1730221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -1730236.375000 Penalty: 970.314514
	Iteration 33Q: 3 clusters Score -1730236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -1730244.125000 Penalty: 970.314514
	Iteration 34Q: 3 clusters Score -1730244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -1730255.250000 Penalty: 970.314514
	Iteration 35Q: 3 clusters Score -1730255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -1730259.500000 Penalty: 970.314514
	Iteration 36Q: 3 clusters Score -1730260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -1730265.875000 Penalty: 970.314514
	Iteration 37Q: 3 clusters Score -1730266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -1730268.500000 Penalty: 970.314514
	Iteration 38Q: 3 clusters Score -1730268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -1730269.875000 Penalty: 970.314514
	Iteration 39Q: 3 clusters Score -1730270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -1730273.250000 Penalty: 970.314514
	Iteration 40F: 3 clusters Score -1730273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -1730272.000000 Penalty: 970.314514
	Iteration 41Q: 3 clusters Score -1730272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -1730275.875000 Penalty: 970.314514
	Iteration 42Q: 3 clusters Score -1730276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -1730281.375000 Penalty: 970.314514
	Iteration 43Q: 3 clusters Score -1730281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -1730279.250000 Penalty: 970.314514
	Iteration 44Q: 3 clusters Score -1730279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -1730282.250000 Penalty: 970.314514
	Iteration 45Q: 3 clusters Score -1730282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -1730281.625000 Penalty: 970.314514
	Iteration 46Q: 3 clusters Score -1730282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -1730282.375000 Penalty: 970.314514
	Iteration 47Q: 3 clusters Score -1730282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -1730283.875000 Penalty: 970.314514
	Iteration 48Q: 3 clusters Score -1730284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -1730286.000000 Penalty: 970.314514
	Iteration 49Q: 3 clusters Score -1730286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -1730288.125000 Penalty: 970.314514
	Iteration 50Q: 3 clusters Score -1730288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -1730287.500000 Penalty: 970.314514
	Iteration 51Q: 3 clusters Score -1730288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -1730287.375000 Penalty: 970.314514
	Iteration 52Q: 3 clusters Score -1730287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -1730288.750000 Penalty: 970.314514
	Iteration 53Q: 3 clusters Score -1730289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -1730288.500000 Penalty: 970.314514
	Iteration 54Q: 3 clusters Score -1730288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -1730288.625000 Penalty: 970.314514
	Iteration 55Q: 3 clusters Score -1730289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -1730288.250000 Penalty: 970.314514
	Iteration 56Q: 3 clusters Score -1730288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -1730289.750000 Penalty: 970.314514
	Iteration 57Q: 3 clusters Score -1730290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -1730289.750000 Penalty: 970.314514
	Iteration 58F: 3 clusters Score -1730290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -33821.562500 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -33821.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33185.003906 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -33185 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33362.558594 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -33362.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -33395.292969 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -33395.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -33412.031250 Penalty: 603.272034
	Iteration 3Q: 3 clusters Score -33412.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -33423.304688 Penalty: 603.272034
	Iteration 4Q: 3 clusters Score -33423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -33429.710938 Penalty: 603.272034
	Iteration 5Q: 3 clusters Score -33429.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -33431.523438 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -33431.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33432.597656 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -33432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -33433.933594 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -33433.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -33435.449219 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -33435.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -33436.003906 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -33436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -33437.113281 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -33437.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -33437.796875 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -33437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -33439.359375 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -33439.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -33442.382812 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -33442.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -33445.164062 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -33445.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -33446.070312 Penalty: 603.272034
	Iteration 16Q: 3 clusters Score -33446.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -33447.378906 Penalty: 603.272034
	Iteration 17Q: 3 clusters Score -33447.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -33447.984375 Penalty: 603.272034
	Iteration 18Q: 3 clusters Score -33447.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33448.761719 Penalty: 603.272034
	Iteration 19Q: 3 clusters Score -33448.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -33449.113281 Penalty: 603.272034
	Iteration 20F: 3 clusters Score -33449.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -33450.093750 Penalty: 603.272034
	Iteration 21Q: 3 clusters Score -33450.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33451.710938 Penalty: 603.272034
	Iteration 22Q: 3 clusters Score -33451.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33453.312500 Penalty: 603.272034
	Iteration 23Q: 3 clusters Score -33453.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -33453.808594 Penalty: 603.272034
	Iteration 24Q: 3 clusters Score -33453.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33453.878906 Penalty: 603.272034
	Iteration 25Q: 3 clusters Score -33453.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33453.992188 Penalty: 603.272034
	Iteration 26Q: 3 clusters Score -33453.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33453.992188 Penalty: 603.272034
	Iteration 27F: 3 clusters Score -33453.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Entering Unmasked Estep 
Score: -915423.750000 Penalty: 453.544495
	Iteration 0F: 2 clusters Score -915423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -901204.937500 Penalty: 907.088989
	Iteration 0F: 3 clusters Score -901204.9 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -907680.812500 Penalty: 907.088989
	Iteration 1F: 3 clusters Score -907680.8 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -908610.562500 Penalty: 907.088989
	Iteration 2F: 3 clusters Score -908610.6 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -909860.500000 Penalty: 907.088989
	Iteration 3F: 3 clusters Score -909860.5 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -911385.500000 Penalty: 907.088989
	Iteration 4F: 3 clusters Score -911385.5 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -912864.625000 Penalty: 907.088989
	Iteration 5F: 3 clusters Score -912864.6 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -913984.875000 Penalty: 907.088989
	Iteration 6F: 3 clusters Score -913984.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -914629.375000 Penalty: 907.088989
	Iteration 7Q: 3 clusters Score -914629.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -914966.875000 Penalty: 907.088989
	Iteration 8Q: 3 clusters Score -914966.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -915176.562500 Penalty: 907.088989
	Iteration 9Q: 3 clusters Score -915176.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -915270.750000 Penalty: 907.088989
	Iteration 10Q: 3 clusters Score -915270.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -915337.000000 Penalty: 907.088989
	Iteration 11Q: 3 clusters Score -915337 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -915378.875000 Penalty: 907.088989
	Iteration 12Q: 3 clusters Score -915378.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -915403.000000 Penalty: 907.088989
	Iteration 13Q: 3 clusters Score -915403 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -915421.812500 Penalty: 907.088989
	Iteration 14Q: 3 clusters Score -915421.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -915434.375000 Penalty: 907.088989
	Iteration 15Q: 3 clusters Score -915434.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -915443.500000 Penalty: 907.088989
	Iteration 16Q: 3 clusters Score -915443.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -915456.625000 Penalty: 907.088989
	Iteration 17Q: 3 clusters Score -915456.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -915458.687500 Penalty: 907.088989
	Iteration 18Q: 3 clusters Score -915458.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -915472.312500 Penalty: 907.088989
	Iteration 19Q: 3 clusters Score -915472.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -915484.062500 Penalty: 907.088989
	Iteration 20F: 3 clusters Score -915484.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -915489.625000 Penalty: 907.088989
	Iteration 21Q: 3 clusters Score -915489.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -915498.000000 Penalty: 907.088989
	Iteration 22Q: 3 clusters Score -915498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -915510.062500 Penalty: 907.088989
	Iteration 23Q: 3 clusters Score -915510.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -915515.937500 Penalty: 907.088989
	Iteration 24Q: 3 clusters Score -915515.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -915525.500000 Penalty: 907.088989
	Iteration 25Q: 3 clusters Score -915525.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -915535.062500 Penalty: 907.088989
	Iteration 26Q: 3 clusters Score -915535.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -915544.000000 Penalty: 907.088989
	Iteration 27Q: 3 clusters Score -915544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -915546.875000 Penalty: 907.088989
	Iteration 28Q: 3 clusters Score -915546.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -915550.937500 Penalty: 907.088989
	Iteration 29Q: 3 clusters Score -915550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -915552.562500 Penalty: 907.088989
	Iteration 30Q: 3 clusters Score -915552.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -915554.875000 Penalty: 907.088989
	Iteration 31Q: 3 clusters Score -915554.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -915559.875000 Penalty: 907.088989
	Iteration 32Q: 3 clusters Score -915559.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -915559.437500 Penalty: 907.088989
	Iteration 33Q: 3 clusters Score -915559.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -915560.875000 Penalty: 907.088989
	Iteration 34Q: 3 clusters Score -915560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -915561.375000 Penalty: 907.088989
	Iteration 35Q: 3 clusters Score -915561.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -915564.125000 Penalty: 907.088989
	Iteration 36Q: 3 clusters Score -915564.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -915564.562500 Penalty: 907.088989
	Iteration 37Q: 3 clusters Score -915564.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -915570.375000 Penalty: 907.088989
	Iteration 38Q: 3 clusters Score -915570.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -915572.250000 Penalty: 907.088989
	Iteration 39Q: 3 clusters Score -915572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -915576.187500 Penalty: 907.088989
	Iteration 40F: 3 clusters Score -915576.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -915577.375000 Penalty: 907.088989
	Iteration 41Q: 3 clusters Score -915577.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -915581.375000 Penalty: 907.088989
	Iteration 42Q: 3 clusters Score -915581.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -915585.437500 Penalty: 907.088989
	Iteration 43Q: 3 clusters Score -915585.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -915586.812500 Penalty: 907.088989
	Iteration 44Q: 3 clusters Score -915586.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -915590.750000 Penalty: 907.088989
	Iteration 45Q: 3 clusters Score -915590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -915594.812500 Penalty: 907.088989
	Iteration 46Q: 3 clusters Score -915594.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -915597.500000 Penalty: 907.088989
	Iteration 47Q: 3 clusters Score -915597.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -915597.187500 Penalty: 907.088989
	Iteration 48Q: 3 clusters Score -915597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -915600.375000 Penalty: 907.088989
	Iteration 49Q: 3 clusters Score -915600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -915601.250000 Penalty: 907.088989
	Iteration 50Q: 3 clusters Score -915601.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -915604.187500 Penalty: 907.088989
	Iteration 51Q: 3 clusters Score -915604.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -915606.750000 Penalty: 907.088989
	Iteration 52Q: 3 clusters Score -915606.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -915608.125000 Penalty: 907.088989
	Iteration 53Q: 3 clusters Score -915608.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -915609.750000 Penalty: 907.088989
	Iteration 54Q: 3 clusters Score -915609.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -915609.750000 Penalty: 907.088989
	Iteration 55Q: 3 clusters Score -915609.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -915612.812500 Penalty: 907.088989
	Iteration 56Q: 3 clusters Score -915612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -915614.125000 Penalty: 907.088989
	Iteration 57Q: 3 clusters Score -915614.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -915618.750000 Penalty: 907.088989
	Iteration 58Q: 3 clusters Score -915618.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -915620.500000 Penalty: 907.088989
	Iteration 59Q: 3 clusters Score -915620.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -915619.187500 Penalty: 907.088989
	Iteration 60F: 3 clusters Score -915619.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -915621.562500 Penalty: 907.088989
	Iteration 61Q: 3 clusters Score -915621.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -915624.250000 Penalty: 907.088989
	Iteration 62Q: 3 clusters Score -915624.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -915624.187500 Penalty: 907.088989
	Iteration 63Q: 3 clusters Score -915624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -915624.062500 Penalty: 907.088989
	Iteration 64Q: 3 clusters Score -915624.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -915625.437500 Penalty: 907.088989
	Iteration 65Q: 3 clusters Score -915625.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -915626.250000 Penalty: 907.088989
	Iteration 66Q: 3 clusters Score -915626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -915629.750000 Penalty: 907.088989
	Iteration 67Q: 3 clusters Score -915629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -915629.625000 Penalty: 907.088989
	Iteration 68Q: 3 clusters Score -915629.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -915628.562500 Penalty: 907.088989
	Iteration 69Q: 3 clusters Score -915628.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -915629.062500 Penalty: 907.088989
	Iteration 70Q: 3 clusters Score -915629.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -915631.812500 Penalty: 907.088989
	Iteration 71Q: 3 clusters Score -915631.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -915632.312500 Penalty: 907.088989
	Iteration 72Q: 3 clusters Score -915632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -915633.125000 Penalty: 907.088989
	Iteration 73Q: 3 clusters Score -915633.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -915634.250000 Penalty: 907.088989
	Iteration 74Q: 3 clusters Score -915634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -915633.562500 Penalty: 907.088989
	Iteration 75Q: 3 clusters Score -915633.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -915636.312500 Penalty: 907.088989
	Iteration 76Q: 3 clusters Score -915636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -915635.312500 Penalty: 907.088989
	Iteration 77Q: 3 clusters Score -915635.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -915633.875000 Penalty: 907.088989
	Iteration 78Q: 3 clusters Score -915633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -915634.562500 Penalty: 907.088989
	Iteration 79Q: 3 clusters Score -915634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -915633.062500 Penalty: 907.088989
	Iteration 80F: 3 clusters Score -915633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -915633.500000 Penalty: 907.088989
	Iteration 81Q: 3 clusters Score -915633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -915634.312500 Penalty: 907.088989
	Iteration 82Q: 3 clusters Score -915634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -915635.125000 Penalty: 907.088989
	Iteration 83Q: 3 clusters Score -915635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -915635.000000 Penalty: 907.088989
	Iteration 84Q: 3 clusters Score -915635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -915635.875000 Penalty: 907.088989
	Iteration 85Q: 3 clusters Score -915635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -915636.812500 Penalty: 907.088989
	Iteration 86Q: 3 clusters Score -915636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -915637.312500 Penalty: 907.088989
	Iteration 87Q: 3 clusters Score -915637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -915637.937500 Penalty: 907.088989
	Iteration 88Q: 3 clusters Score -915637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -915638.687500 Penalty: 907.088989
	Iteration 89Q: 3 clusters Score -915638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -915639.812500 Penalty: 907.088989
	Iteration 90Q: 3 clusters Score -915639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -915641.062500 Penalty: 907.088989
	Iteration 91Q: 3 clusters Score -915641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -915641.125000 Penalty: 907.088989
	Iteration 92Q: 3 clusters Score -915641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -915642.187500 Penalty: 907.088989
	Iteration 93Q: 3 clusters Score -915642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -915643.062500 Penalty: 907.088989
	Iteration 94Q: 3 clusters Score -915643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -915642.375000 Penalty: 907.088989
	Iteration 95Q: 3 clusters Score -915642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -915642.062500 Penalty: 907.088989
	Iteration 96Q: 3 clusters Score -915642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -915641.687500 Penalty: 907.088989
	Iteration 97Q: 3 clusters Score -915641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -915640.875000 Penalty: 907.088989
	Iteration 98Q: 3 clusters Score -915640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -915641.937500 Penalty: 907.088989
	Iteration 99Q: 3 clusters Score -915641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -915641.750000 Penalty: 907.088989
	Iteration 100F: 3 clusters Score -915641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 303604 members 
Mstep: Class 13 contains 3631 members 
Entering Unmasked Estep 
Score: -46849800.000000 Penalty: 8236.743164
Splitting cluster 7 changes total score from -46846484.000000 to -46849800.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -52642.667969 Penalty: 321.987762
	Iteration 0F: 2 clusters Score -52642.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -51709.253906 Penalty: 643.975525
	Iteration 0F: 3 clusters Score -51709.25 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52028.429688 Penalty: 643.975525
	Iteration 1F: 3 clusters Score -52028.43 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52107.917969 Penalty: 643.975525
	Iteration 2F: 3 clusters Score -52107.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52156.609375 Penalty: 643.975525
	Iteration 3F: 3 clusters Score -52156.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52197.687500 Penalty: 643.975525
	Iteration 4F: 3 clusters Score -52197.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52220.980469 Penalty: 643.975525
	Iteration 5Q: 3 clusters Score -52220.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52244.363281 Penalty: 643.975525
	Iteration 6Q: 3 clusters Score -52244.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52264.296875 Penalty: 643.975525
	Iteration 7Q: 3 clusters Score -52264.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52275.234375 Penalty: 643.975525
	Iteration 8Q: 3 clusters Score -52275.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52283.968750 Penalty: 643.975525
	Iteration 9Q: 3 clusters Score -52283.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52290.000000 Penalty: 643.975525
	Iteration 10Q: 3 clusters Score -52290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52293.355469 Penalty: 643.975525
	Iteration 11Q: 3 clusters Score -52293.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52297.832031 Penalty: 643.975525
	Iteration 12Q: 3 clusters Score -52297.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52301.691406 Penalty: 643.975525
	Iteration 13Q: 3 clusters Score -52301.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52305.699219 Penalty: 643.975525
	Iteration 14Q: 3 clusters Score -52305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52307.839844 Penalty: 643.975525
	Iteration 15Q: 3 clusters Score -52307.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52311.406250 Penalty: 643.975525
	Iteration 16Q: 3 clusters Score -52311.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52320.523438 Penalty: 643.975525
	Iteration 17Q: 3 clusters Score -52320.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52333.488281 Penalty: 643.975525
	Iteration 18Q: 3 clusters Score -52333.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52340.980469 Penalty: 643.975525
	Iteration 19Q: 3 clusters Score -52340.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52345.726562 Penalty: 643.975525
	Iteration 20F: 3 clusters Score -52345.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52349.058594 Penalty: 643.975525
	Iteration 21Q: 3 clusters Score -52349.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52350.570312 Penalty: 643.975525
	Iteration 22Q: 3 clusters Score -52350.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52352.484375 Penalty: 643.975525
	Iteration 23Q: 3 clusters Score -52352.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52355.242188 Penalty: 643.975525
	Iteration 24Q: 3 clusters Score -52355.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52357.324219 Penalty: 643.975525
	Iteration 25Q: 3 clusters Score -52357.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52360.085938 Penalty: 643.975525
	Iteration 26Q: 3 clusters Score -52360.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52365.363281 Penalty: 643.975525
	Iteration 27Q: 3 clusters Score -52365.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52365.730469 Penalty: 643.975525
	Iteration 28Q: 3 clusters Score -52365.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52365.910156 Penalty: 643.975525
	Iteration 29Q: 3 clusters Score -52365.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52366.625000 Penalty: 643.975525
	Iteration 30Q: 3 clusters Score -52366.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52366.625000 Penalty: 643.975525
	Iteration 31F: 3 clusters Score -52366.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (453221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453221 members 
Entering Unmasked Estep 
Score: -19549484.000000 Penalty: 592.598145
	Iteration 0F: 2 clusters Score -1.954948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226602 members 
Mstep: Class 2 contains 226619 members 
Entering Unmasked Estep 
Score: -19283854.000000 Penalty: 1185.196289
	Iteration 0F: 3 clusters Score -1.928385e+07 nChanged 224140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235796 members 
Mstep: Class 2 contains 217425 members 
Entering Unmasked Estep 
Score: -19427552.000000 Penalty: 1185.196289
	Iteration 1F: 3 clusters Score -1.942755e+07 nChanged 22313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244307 members 
Mstep: Class 2 contains 208914 members 
Entering Unmasked Estep 
Score: -19439106.000000 Penalty: 1185.196289
	Iteration 2Q: 3 clusters Score -1.943911e+07 nChanged 27044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255689 members 
Mstep: Class 2 contains 197532 members 
Entering Unmasked Estep 
Score: -19458400.000000 Penalty: 1185.196289
	Iteration 3F: 3 clusters Score -1.94584e+07 nChanged 30815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268188 members 
Mstep: Class 2 contains 185033 members 
Entering Unmasked Estep 
Score: -19485670.000000 Penalty: 1185.196289
	Iteration 4F: 3 clusters Score -1.948567e+07 nChanged 30393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278911 members 
Mstep: Class 2 contains 174310 members 
Entering Unmasked Estep 
Score: -19508932.000000 Penalty: 1185.196289
	Iteration 5F: 3 clusters Score -1.950893e+07 nChanged 22008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287979 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -19518484.000000 Penalty: 1185.196289
	Iteration 6Q: 3 clusters Score -1.951848e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295207 members 
Mstep: Class 2 contains 158014 members 
Entering Unmasked Estep 
Score: -19520666.000000 Penalty: 1185.196289
	Iteration 7Q: 3 clusters Score -1.952067e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300790 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -19521140.000000 Penalty: 1185.196289
	Iteration 8Q: 3 clusters Score -1.952114e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305243 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -19521416.000000 Penalty: 1185.196289
	Iteration 9Q: 3 clusters Score -1.952142e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309101 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -19521430.000000 Penalty: 1185.196289
	Iteration 10Q: 3 clusters Score -1.952143e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312230 members 
Mstep: Class 2 contains 140991 members 
Entering Unmasked Estep 
Score: -19521484.000000 Penalty: 1185.196289
	Iteration 11Q: 3 clusters Score -1.952148e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314886 members 
Mstep: Class 2 contains 138335 members 
Entering Unmasked Estep 
Score: -19521698.000000 Penalty: 1185.196289
	Iteration 12Q: 3 clusters Score -1.95217e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317312 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -19521720.000000 Penalty: 1185.196289
	Iteration 13Q: 3 clusters Score -1.952172e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319475 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -19521672.000000 Penalty: 1185.196289
	Iteration 14Q: 3 clusters Score -1.952167e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321280 members 
Mstep: Class 2 contains 131941 members 
Entering Unmasked Estep 
Score: -19521594.000000 Penalty: 1185.196289
	Iteration 15Q: 3 clusters Score -1.952159e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322859 members 
Mstep: Class 2 contains 130362 members 
Entering Unmasked Estep 
Score: -19521548.000000 Penalty: 1185.196289
	Iteration 16Q: 3 clusters Score -1.952155e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324257 members 
Mstep: Class 2 contains 128964 members 
Entering Unmasked Estep 
Score: -19521464.000000 Penalty: 1185.196289
	Iteration 17Q: 3 clusters Score -1.952146e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325457 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -19521404.000000 Penalty: 1185.196289
	Iteration 18Q: 3 clusters Score -1.95214e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326423 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -19521268.000000 Penalty: 1185.196289
	Iteration 19Q: 3 clusters Score -1.952127e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327283 members 
Mstep: Class 2 contains 125938 members 
Entering Unmasked Estep 
Score: -19521166.000000 Penalty: 1185.196289
	Iteration 20F: 3 clusters Score -1.952117e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328092 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -19521092.000000 Penalty: 1185.196289
	Iteration 21Q: 3 clusters Score -1.952109e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328765 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -19520892.000000 Penalty: 1185.196289
	Iteration 22Q: 3 clusters Score -1.952089e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329339 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -19520916.000000 Penalty: 1185.196289
	Iteration 23Q: 3 clusters Score -1.952092e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329828 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -19520780.000000 Penalty: 1185.196289
	Iteration 24Q: 3 clusters Score -1.952078e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330192 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -19520658.000000 Penalty: 1185.196289
	Iteration 25Q: 3 clusters Score -1.952066e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330500 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -19520496.000000 Penalty: 1185.196289
	Iteration 26Q: 3 clusters Score -1.95205e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330723 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -19520388.000000 Penalty: 1185.196289
	Iteration 27Q: 3 clusters Score -1.952039e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330886 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -19520288.000000 Penalty: 1185.196289
	Iteration 28Q: 3 clusters Score -1.952029e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331003 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -19520254.000000 Penalty: 1185.196289
	Iteration 29Q: 3 clusters Score -1.952025e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331018 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -19520140.000000 Penalty: 1185.196289
	Iteration 30Q: 3 clusters Score -1.952014e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330940 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -19520092.000000 Penalty: 1185.196289
	Iteration 31Q: 3 clusters Score -1.952009e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330864 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -19520042.000000 Penalty: 1185.196289
	Iteration 32Q: 3 clusters Score -1.952004e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330761 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -19519988.000000 Penalty: 1185.196289
	Iteration 33Q: 3 clusters Score -1.951999e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330664 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -19519970.000000 Penalty: 1185.196289
	Iteration 34Q: 3 clusters Score -1.951997e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330519 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -19519956.000000 Penalty: 1185.196289
	Iteration 35Q: 3 clusters Score -1.951996e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330333 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -19519868.000000 Penalty: 1185.196289
	Iteration 36Q: 3 clusters Score -1.951987e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330148 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -19519798.000000 Penalty: 1185.196289
	Iteration 37Q: 3 clusters Score -1.95198e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329942 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -19519852.000000 Penalty: 1185.196289
	Iteration 38Q: 3 clusters Score -1.951985e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329751 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -19519848.000000 Penalty: 1185.196289
	Iteration 39Q: 3 clusters Score -1.951985e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329554 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -19519830.000000 Penalty: 1185.196289
	Iteration 40F: 3 clusters Score -1.951983e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329370 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -19519822.000000 Penalty: 1185.196289
	Iteration 41Q: 3 clusters Score -1.951982e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329187 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -19519876.000000 Penalty: 1185.196289
	Iteration 42Q: 3 clusters Score -1.951988e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329045 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -19519830.000000 Penalty: 1185.196289
	Iteration 43Q: 3 clusters Score -1.951983e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328954 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -19519872.000000 Penalty: 1185.196289
	Iteration 44Q: 3 clusters Score -1.951987e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328847 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -19519836.000000 Penalty: 1185.196289
	Iteration 45Q: 3 clusters Score -1.951984e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328718 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -19519916.000000 Penalty: 1185.196289
	Iteration 46Q: 3 clusters Score -1.951992e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328582 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -19519902.000000 Penalty: 1185.196289
	Iteration 47Q: 3 clusters Score -1.95199e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328432 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -19519902.000000 Penalty: 1185.196289
	Iteration 48Q: 3 clusters Score -1.95199e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328318 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -19519892.000000 Penalty: 1185.196289
	Iteration 49Q: 3 clusters Score -1.951989e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328191 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -19519888.000000 Penalty: 1185.196289
	Iteration 50Q: 3 clusters Score -1.951989e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328043 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -19519940.000000 Penalty: 1185.196289
	Iteration 51Q: 3 clusters Score -1.951994e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327909 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -19520002.000000 Penalty: 1185.196289
	Iteration 52Q: 3 clusters Score -1.952e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327790 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -19520032.000000 Penalty: 1185.196289
	Iteration 53Q: 3 clusters Score -1.952003e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327673 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -19519984.000000 Penalty: 1185.196289
	Iteration 54Q: 3 clusters Score -1.951998e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327561 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -19519972.000000 Penalty: 1185.196289
	Iteration 55Q: 3 clusters Score -1.951997e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327468 members 
Mstep: Class 2 contains 125753 members 
Entering Unmasked Estep 
Score: -19520022.000000 Penalty: 1185.196289
	Iteration 56Q: 3 clusters Score -1.952002e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327393 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -19519992.000000 Penalty: 1185.196289
	Iteration 57Q: 3 clusters Score -1.951999e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327294 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -19519916.000000 Penalty: 1185.196289
	Iteration 58Q: 3 clusters Score -1.951992e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327188 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -19519928.000000 Penalty: 1185.196289
	Iteration 59Q: 3 clusters Score -1.951993e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327116 members 
Mstep: Class 2 contains 126105 members 
Entering Unmasked Estep 
Score: -19519946.000000 Penalty: 1185.196289
	Iteration 60F: 3 clusters Score -1.951995e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327069 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -19519988.000000 Penalty: 1185.196289
	Iteration 61Q: 3 clusters Score -1.951999e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327062 members 
Mstep: Class 2 contains 126159 members 
Entering Unmasked Estep 
Score: -19519958.000000 Penalty: 1185.196289
	Iteration 62Q: 3 clusters Score -1.951996e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327058 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -19519914.000000 Penalty: 1185.196289
	Iteration 63Q: 3 clusters Score -1.951991e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327027 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -19519870.000000 Penalty: 1185.196289
	Iteration 64Q: 3 clusters Score -1.951987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327001 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -19519886.000000 Penalty: 1185.196289
	Iteration 65Q: 3 clusters Score -1.951989e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326955 members 
Mstep: Class 2 contains 126266 members 
Entering Unmasked Estep 
Score: -19519858.000000 Penalty: 1185.196289
	Iteration 66Q: 3 clusters Score -1.951986e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326914 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -19519792.000000 Penalty: 1185.196289
	Iteration 67Q: 3 clusters Score -1.951979e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326878 members 
Mstep: Class 2 contains 126343 members 
Entering Unmasked Estep 
Score: -19519746.000000 Penalty: 1185.196289
	Iteration 68Q: 3 clusters Score -1.951975e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326874 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -19519732.000000 Penalty: 1185.196289
	Iteration 69Q: 3 clusters Score -1.951973e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326871 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -19519714.000000 Penalty: 1185.196289
	Iteration 70Q: 3 clusters Score -1.951971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326866 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -19519728.000000 Penalty: 1185.196289
	Iteration 71Q: 3 clusters Score -1.951973e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326874 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -19519710.000000 Penalty: 1185.196289
	Iteration 72Q: 3 clusters Score -1.951971e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326892 members 
Mstep: Class 2 contains 126329 members 
Entering Unmasked Estep 
Score: -19519718.000000 Penalty: 1185.196289
	Iteration 73Q: 3 clusters Score -1.951972e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326906 members 
Mstep: Class 2 contains 126315 members 
Entering Unmasked Estep 
Score: -19519738.000000 Penalty: 1185.196289
	Iteration 74Q: 3 clusters Score -1.951974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326894 members 
Mstep: Class 2 contains 126327 members 
Entering Unmasked Estep 
Score: -19519754.000000 Penalty: 1185.196289
	Iteration 75Q: 3 clusters Score -1.951975e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326895 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -19519780.000000 Penalty: 1185.196289
	Iteration 76Q: 3 clusters Score -1.951978e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326878 members 
Mstep: Class 2 contains 126343 members 
Entering Unmasked Estep 
Score: -19519764.000000 Penalty: 1185.196289
	Iteration 77Q: 3 clusters Score -1.951976e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326869 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -19519768.000000 Penalty: 1185.196289
	Iteration 78Q: 3 clusters Score -1.951977e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326837 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -19519778.000000 Penalty: 1185.196289
	Iteration 79Q: 3 clusters Score -1.951978e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326806 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -19519754.000000 Penalty: 1185.196289
	Iteration 80F: 3 clusters Score -1.951975e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326754 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -19519768.000000 Penalty: 1185.196289
	Iteration 81Q: 3 clusters Score -1.951977e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326703 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -19519792.000000 Penalty: 1185.196289
	Iteration 82Q: 3 clusters Score -1.951979e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326667 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
Score: -19519726.000000 Penalty: 1185.196289
	Iteration 83Q: 3 clusters Score -1.951973e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326616 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -19519742.000000 Penalty: 1185.196289
	Iteration 84Q: 3 clusters Score -1.951974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326595 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -19519772.000000 Penalty: 1185.196289
	Iteration 85Q: 3 clusters Score -1.951977e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326577 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -19519776.000000 Penalty: 1185.196289
	Iteration 86Q: 3 clusters Score -1.951978e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326571 members 
Mstep: Class 2 contains 126650 members 
Entering Unmasked Estep 
Score: -19519796.000000 Penalty: 1185.196289
	Iteration 87Q: 3 clusters Score -1.95198e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326519 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -19519756.000000 Penalty: 1185.196289
	Iteration 88Q: 3 clusters Score -1.951976e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326482 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -19519764.000000 Penalty: 1185.196289
	Iteration 89Q: 3 clusters Score -1.951976e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326442 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -19519766.000000 Penalty: 1185.196289
	Iteration 90Q: 3 clusters Score -1.951977e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326394 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -19519782.000000 Penalty: 1185.196289
	Iteration 91Q: 3 clusters Score -1.951978e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326334 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -19519780.000000 Penalty: 1185.196289
	Iteration 92Q: 3 clusters Score -1.951978e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326282 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -19519798.000000 Penalty: 1185.196289
	Iteration 93Q: 3 clusters Score -1.95198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326236 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -19519770.000000 Penalty: 1185.196289
	Iteration 94Q: 3 clusters Score -1.951977e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326189 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -19519796.000000 Penalty: 1185.196289
	Iteration 95Q: 3 clusters Score -1.95198e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326164 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -19519828.000000 Penalty: 1185.196289
	Iteration 96Q: 3 clusters Score -1.951983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326142 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -19519812.000000 Penalty: 1185.196289
	Iteration 97Q: 3 clusters Score -1.951981e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326137 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -19519810.000000 Penalty: 1185.196289
	Iteration 98Q: 3 clusters Score -1.951981e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326113 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -19519830.000000 Penalty: 1185.196289
	Iteration 99Q: 3 clusters Score -1.951983e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326085 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -19519774.000000 Penalty: 1185.196289
	Iteration 100F: 3 clusters Score -1.951977e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326071 members 
Mstep: Class 2 contains 127150 members 
Entering Unmasked Estep 
Score: -19519768.000000 Penalty: 1185.196289
	Iteration 101Q: 3 clusters Score -1.951977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326058 members 
Mstep: Class 2 contains 127163 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.951976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326057 members 
Mstep: Class 2 contains 127164 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.95198e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326055 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.951977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326055 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.951978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326058 members 
Mstep: Class 2 contains 127163 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.951978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326055 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -19519776.000000 Penalty: 1185.196289
	Iteration 107Q: 3 clusters Score -1.951978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326062 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -19519766.000000 Penalty: 1185.196289
	Iteration 108Q: 3 clusters Score -1.951977e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326063 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -19519770.000000 Penalty: 1185.196289
	Iteration 109Q: 3 clusters Score -1.951977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326071 members 
Mstep: Class 2 contains 127150 members 
Entering Unmasked Estep 
Score: -19519742.000000 Penalty: 1185.196289
	Iteration 110Q: 3 clusters Score -1.951974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326069 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.951975e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326061 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -19519734.000000 Penalty: 1185.196289
	Iteration 112Q: 3 clusters Score -1.951973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326061 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.951975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326060 members 
Mstep: Class 2 contains 127161 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.951976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326069 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.951976e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326082 members 
Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.951977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326089 members 
Mstep: Class 2 contains 127132 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.951976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326099 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -19519750.000000 Penalty: 1185.196289
	Iteration 118Q: 3 clusters Score -1.951975e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326105 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.951976e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326123 members 
Mstep: Class 2 contains 127098 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.951975e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326143 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.951975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326159 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.951974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326170 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.951975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326166 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.951974e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326171 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.951977e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.951976e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.951976e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326154 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.951975e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.951975e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326153 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.951973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326178 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.951975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326203 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.951975e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.951973e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326228 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.95197e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326233 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.951971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326243 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.951972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326242 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.951973e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 326242 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.951975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326235 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.951972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326234 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.951971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326231 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.951973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326221 members 
Mstep: Class 2 contains 127000 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.951975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326209 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.951973e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326205 members 
Mstep: Class 2 contains 127016 members 
Entering Unmasked Estep 
Score: -19519722.000000 Penalty: 1185.196289
	Iteration 144Q: 3 clusters Score -1.951972e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326195 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.951973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326176 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
Score: -19519712.000000 Penalty: 1185.196289
	Iteration 146Q: 3 clusters Score -1.951971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.951973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326145 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.951975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326126 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.951974e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.951976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326092 members 
Mstep: Class 2 contains 127129 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.951975e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127149 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.951975e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.951974e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127174 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.951974e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.951975e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.951977e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.951981e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.951981e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.951983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.951987e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326134 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.951985e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.951984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.951981e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.951983e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127041 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.951982e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.951983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326196 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.951986e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 326214 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.95199e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.951988e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.951988e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 326271 members 
Mstep: Class 2 contains 126950 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.951984e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.951986e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.951985e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.951985e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.951984e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.951985e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.951986e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.951987e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.95199e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.95199e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326533 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.951995e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.951998e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.951998e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.951998e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.951995e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.951995e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126441 members 
Entering Unmasked Estep 
Score: -19519938.000000 Penalty: 1185.196289
	Iteration 187Q: 3 clusters Score -1.951994e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.951994e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.951994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326840 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -19519932.000000 Penalty: 1185.196289
	Iteration 190Q: 3 clusters Score -1.951993e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 326847 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.951995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326840 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -19519932.000000 Penalty: 1185.196289
	Iteration 192Q: 3 clusters Score -1.951993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326839 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -19519930.000000 Penalty: 1185.196289
	Iteration 193Q: 3 clusters Score -1.951993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326820 members 
Mstep: Class 2 contains 126401 members 
Entering Unmasked Estep 
Score: -19519928.000000 Penalty: 1185.196289
	Iteration 194Q: 3 clusters Score -1.951993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326814 members 
Mstep: Class 2 contains 126407 members 
Entering Unmasked Estep 
Score: -19519914.000000 Penalty: 1185.196289
	Iteration 195Q: 3 clusters Score -1.951991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326813 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -19519918.000000 Penalty: 1185.196289
	Iteration 196Q: 3 clusters Score -1.951992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326824 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -19519936.000000 Penalty: 1185.196289
	Iteration 197Q: 3 clusters Score -1.951994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326839 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -19519928.000000 Penalty: 1185.196289
	Iteration 198Q: 3 clusters Score -1.951993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326845 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -19519934.000000 Penalty: 1185.196289
	Iteration 199Q: 3 clusters Score -1.951993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326847 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
Score: -19519932.000000 Penalty: 1185.196289
	Iteration 200F: 3 clusters Score -1.951993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326840 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -19519956.000000 Penalty: 1185.196289
	Iteration 201Q: 3 clusters Score -1.951996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326837 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -19519968.000000 Penalty: 1185.196289
	Iteration 202Q: 3 clusters Score -1.951997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326834 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -19519978.000000 Penalty: 1185.196289
	Iteration 203Q: 3 clusters Score -1.951998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326832 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -19519968.000000 Penalty: 1185.196289
	Iteration 204Q: 3 clusters Score -1.951997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326835 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -19519970.000000 Penalty: 1185.196289
	Iteration 205Q: 3 clusters Score -1.951997e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326837 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -19519978.000000 Penalty: 1185.196289
	Iteration 206Q: 3 clusters Score -1.951998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326828 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -19519990.000000 Penalty: 1185.196289
	Iteration 207Q: 3 clusters Score -1.951999e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326819 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19519994.000000 Penalty: 1185.196289
	Iteration 208Q: 3 clusters Score -1.951999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326807 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -19519982.000000 Penalty: 1185.196289
	Iteration 209Q: 3 clusters Score -1.951998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326800 members 
Mstep: Class 2 contains 126421 members 
Entering Unmasked Estep 
Score: -19519996.000000 Penalty: 1185.196289
	Iteration 210Q: 3 clusters Score -1.952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326800 members 
Mstep: Class 2 contains 126421 members 
Entering Unmasked Estep 
Score: -19519986.000000 Penalty: 1185.196289
	Iteration 211Q: 3 clusters Score -1.951999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326801 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -19519998.000000 Penalty: 1185.196289
	Iteration 212Q: 3 clusters Score -1.952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326805 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -19520002.000000 Penalty: 1185.196289
	Iteration 213Q: 3 clusters Score -1.952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326814 members 
Mstep: Class 2 contains 126407 members 
Entering Unmasked Estep 
Score: -19519984.000000 Penalty: 1185.196289
	Iteration 214Q: 3 clusters Score -1.951998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326824 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -19519982.000000 Penalty: 1185.196289
	Iteration 215Q: 3 clusters Score -1.951998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326825 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -19519984.000000 Penalty: 1185.196289
	Iteration 216Q: 3 clusters Score -1.951998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326822 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -19519968.000000 Penalty: 1185.196289
	Iteration 217Q: 3 clusters Score -1.951997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326822 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -19519976.000000 Penalty: 1185.196289
	Iteration 218Q: 3 clusters Score -1.951998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326821 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -19519972.000000 Penalty: 1185.196289
	Iteration 219Q: 3 clusters Score -1.951997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326819 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19519964.000000 Penalty: 1185.196289
	Iteration 220F: 3 clusters Score -1.951996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326817 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -19519962.000000 Penalty: 1185.196289
	Iteration 221Q: 3 clusters Score -1.951996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326816 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -19519964.000000 Penalty: 1185.196289
	Iteration 222Q: 3 clusters Score -1.951996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326817 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -19519968.000000 Penalty: 1185.196289
	Iteration 223Q: 3 clusters Score -1.951997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326818 members 
Mstep: Class 2 contains 126403 members 
Entering Unmasked Estep 
Score: -19519958.000000 Penalty: 1185.196289
	Iteration 224Q: 3 clusters Score -1.951996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326817 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -19519956.000000 Penalty: 1185.196289
	Iteration 225Q: 3 clusters Score -1.951996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326819 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19519970.000000 Penalty: 1185.196289
	Iteration 226Q: 3 clusters Score -1.951997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326824 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -19519984.000000 Penalty: 1185.196289
	Iteration 227Q: 3 clusters Score -1.951998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326830 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -19519976.000000 Penalty: 1185.196289
	Iteration 228Q: 3 clusters Score -1.951998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326834 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -19519988.000000 Penalty: 1185.196289
	Iteration 229Q: 3 clusters Score -1.951999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326843 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -19519990.000000 Penalty: 1185.196289
	Iteration 230Q: 3 clusters Score -1.951999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326846 members 
Mstep: Class 2 contains 126375 members 
Entering Unmasked Estep 
Score: -19519978.000000 Penalty: 1185.196289
	Iteration 231Q: 3 clusters Score -1.951998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326847 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
Score: -19519976.000000 Penalty: 1185.196289
	Iteration 232Q: 3 clusters Score -1.951998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326847 members 
Mstep: Class 2 contains 126374 members 
Entering Unmasked Estep 
Score: -19519976.000000 Penalty: 1185.196289
	Iteration 233F: 3 clusters Score -1.951998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Entering Unmasked Estep 
Score: -1792598.000000 Penalty: 484.653015
	Iteration 0F: 2 clusters Score -1792598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1764227.250000 Penalty: 969.306030
	Iteration 0F: 3 clusters Score -1764227 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1776100.750000 Penalty: 969.306030
	Iteration 1F: 3 clusters Score -1776101 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1777174.875000 Penalty: 969.306030
	Iteration 2Q: 3 clusters Score -1777175 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1779500.375000 Penalty: 969.306030
	Iteration 3Q: 3 clusters Score -1779500 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1782830.250000 Penalty: 969.306030
	Iteration 4F: 3 clusters Score -1782830 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1786265.375000 Penalty: 969.306030
	Iteration 5F: 3 clusters Score -1786265 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1789019.750000 Penalty: 969.306030
	Iteration 6F: 3 clusters Score -1789020 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1790883.000000 Penalty: 969.306030
	Iteration 7F: 3 clusters Score -1790883 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1792174.750000 Penalty: 969.306030
	Iteration 8F: 3 clusters Score -1792175 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1793187.875000 Penalty: 969.306030
	Iteration 9Q: 3 clusters Score -1793188 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -1794048.250000 Penalty: 969.306030
	Iteration 10Q: 3 clusters Score -1794048 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1794853.500000 Penalty: 969.306030
	Iteration 11Q: 3 clusters Score -1794854 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1795682.250000 Penalty: 969.306030
	Iteration 12Q: 3 clusters Score -1795682 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1796329.875000 Penalty: 969.306030
	Iteration 13Q: 3 clusters Score -1796330 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -1796690.750000 Penalty: 969.306030
	Iteration 14Q: 3 clusters Score -1796691 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -1796870.125000 Penalty: 969.306030
	Iteration 15Q: 3 clusters Score -1796870 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -1796976.250000 Penalty: 969.306030
	Iteration 16Q: 3 clusters Score -1796976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1797050.000000 Penalty: 969.306030
	Iteration 17Q: 3 clusters Score -1797050 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -1797108.250000 Penalty: 969.306030
	Iteration 18Q: 3 clusters Score -1797108 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -1797148.750000 Penalty: 969.306030
	Iteration 19Q: 3 clusters Score -1797149 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -1797207.750000 Penalty: 969.306030
	Iteration 20F: 3 clusters Score -1797208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -1797258.250000 Penalty: 969.306030
	Iteration 21Q: 3 clusters Score -1797258 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -1797309.750000 Penalty: 969.306030
	Iteration 22Q: 3 clusters Score -1797310 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -1797385.000000 Penalty: 969.306030
	Iteration 23Q: 3 clusters Score -1797385 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1797439.875000 Penalty: 969.306030
	Iteration 24Q: 3 clusters Score -1797440 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -1797476.250000 Penalty: 969.306030
	Iteration 25Q: 3 clusters Score -1797476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1797509.875000 Penalty: 969.306030
	Iteration 26Q: 3 clusters Score -1797510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -1797558.250000 Penalty: 969.306030
	Iteration 27Q: 3 clusters Score -1797558 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -1797600.625000 Penalty: 969.306030
	Iteration 28Q: 3 clusters Score -1797601 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -1797620.250000 Penalty: 969.306030
	Iteration 29Q: 3 clusters Score -1797620 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -1797643.625000 Penalty: 969.306030
	Iteration 30Q: 3 clusters Score -1797644 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -1797659.500000 Penalty: 969.306030
	Iteration 31Q: 3 clusters Score -1797660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -1797680.500000 Penalty: 969.306030
	Iteration 32Q: 3 clusters Score -1797680 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -1797704.625000 Penalty: 969.306030
	Iteration 33Q: 3 clusters Score -1797705 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -1797727.250000 Penalty: 969.306030
	Iteration 34Q: 3 clusters Score -1797727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -1797745.625000 Penalty: 969.306030
	Iteration 35Q: 3 clusters Score -1797746 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -1797765.125000 Penalty: 969.306030
	Iteration 36Q: 3 clusters Score -1797765 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -1797779.250000 Penalty: 969.306030
	Iteration 37Q: 3 clusters Score -1797779 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -1797797.000000 Penalty: 969.306030
	Iteration 38Q: 3 clusters Score -1797797 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -1797813.500000 Penalty: 969.306030
	Iteration 39Q: 3 clusters Score -1797814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -1797829.625000 Penalty: 969.306030
	Iteration 40F: 3 clusters Score -1797830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -1797840.625000 Penalty: 969.306030
	Iteration 41Q: 3 clusters Score -1797841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -1797851.750000 Penalty: 969.306030
	Iteration 42Q: 3 clusters Score -1797852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -1797856.750000 Penalty: 969.306030
	Iteration 43Q: 3 clusters Score -1797857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -1797865.125000 Penalty: 969.306030
	Iteration 44Q: 3 clusters Score -1797865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -1797870.250000 Penalty: 969.306030
	Iteration 45Q: 3 clusters Score -1797870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -1797887.000000 Penalty: 969.306030
	Iteration 46Q: 3 clusters Score -1797887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -1797889.625000 Penalty: 969.306030
	Iteration 47Q: 3 clusters Score -1797890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -1797904.125000 Penalty: 969.306030
	Iteration 48Q: 3 clusters Score -1797904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -1797901.875000 Penalty: 969.306030
	Iteration 49Q: 3 clusters Score -1797902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -1797909.250000 Penalty: 969.306030
	Iteration 50Q: 3 clusters Score -1797909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -1797910.000000 Penalty: 969.306030
	Iteration 51Q: 3 clusters Score -1797910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -1797918.750000 Penalty: 969.306030
	Iteration 52Q: 3 clusters Score -1797919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -1797916.875000 Penalty: 969.306030
	Iteration 53Q: 3 clusters Score -1797917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -1797916.875000 Penalty: 969.306030
	Iteration 54Q: 3 clusters Score -1797917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -1797919.375000 Penalty: 969.306030
	Iteration 55Q: 3 clusters Score -1797919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -1797925.500000 Penalty: 969.306030
	Iteration 56Q: 3 clusters Score -1797926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -1797932.875000 Penalty: 969.306030
	Iteration 57Q: 3 clusters Score -1797933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -1797926.875000 Penalty: 969.306030
	Iteration 58Q: 3 clusters Score -1797927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -1797924.875000 Penalty: 969.306030
	Iteration 59Q: 3 clusters Score -1797925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -1797927.750000 Penalty: 969.306030
	Iteration 60F: 3 clusters Score -1797928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -1797929.750000 Penalty: 969.306030
	Iteration 61Q: 3 clusters Score -1797930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -1797928.500000 Penalty: 969.306030
	Iteration 62Q: 3 clusters Score -1797928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -1797930.875000 Penalty: 969.306030
	Iteration 63Q: 3 clusters Score -1797931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -1797928.125000 Penalty: 969.306030
	Iteration 64Q: 3 clusters Score -1797928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -1797927.000000 Penalty: 969.306030
	Iteration 65Q: 3 clusters Score -1797927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -1797928.250000 Penalty: 969.306030
	Iteration 66Q: 3 clusters Score -1797928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -1797932.625000 Penalty: 969.306030
	Iteration 67Q: 3 clusters Score -1797933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -1797931.875000 Penalty: 969.306030
	Iteration 68Q: 3 clusters Score -1797932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -1797930.875000 Penalty: 969.306030
	Iteration 69Q: 3 clusters Score -1797931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -1797930.750000 Penalty: 969.306030
	Iteration 70Q: 3 clusters Score -1797931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -1797932.500000 Penalty: 969.306030
	Iteration 71Q: 3 clusters Score -1797932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -1797929.500000 Penalty: 969.306030
	Iteration 72Q: 3 clusters Score -1797930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -1797930.375000 Penalty: 969.306030
	Iteration 73Q: 3 clusters Score -1797930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -1797930.125000 Penalty: 969.306030
	Iteration 74Q: 3 clusters Score -1797930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -1797931.750000 Penalty: 969.306030
	Iteration 75Q: 3 clusters Score -1797932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -1797930.625000 Penalty: 969.306030
	Iteration 76Q: 3 clusters Score -1797931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -1797930.625000 Penalty: 969.306030
	Iteration 77F: 3 clusters Score -1797931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 303604 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 34733 members 
Entering Unmasked Estep 
Score: -46855468.000000 Penalty: 8870.338867
Splitting cluster 10 changes total score from -46846484.000000 to -46855468.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (303604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303604 members 
Entering Unmasked Estep 
Score: -13223923.000000 Penalty: 574.368347
	Iteration 0F: 2 clusters Score -1.322392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 151565 members 
Entering Unmasked Estep 
Score: -13023648.000000 Penalty: 1148.736694
	Iteration 0F: 3 clusters Score -1.302365e+07 nChanged 150113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -13122133.000000 Penalty: 1148.736694
	Iteration 1F: 3 clusters Score -1.312213e+07 nChanged 18238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174104 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -13133345.000000 Penalty: 1148.736694
	Iteration 2F: 3 clusters Score -1.313334e+07 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 121516 members 
Entering Unmasked Estep 
Score: -13151754.000000 Penalty: 1148.736694
	Iteration 3F: 3 clusters Score -1.315175e+07 nChanged 22523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -13173393.000000 Penalty: 1148.736694
	Iteration 4F: 3 clusters Score -1.317339e+07 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192169 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -13187411.000000 Penalty: 1148.736694
	Iteration 5F: 3 clusters Score -1.318741e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194261 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -13193106.000000 Penalty: 1148.736694
	Iteration 6Q: 3 clusters Score -1.319311e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195809 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -13196175.000000 Penalty: 1148.736694
	Iteration 7Q: 3 clusters Score -1.319618e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197046 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -13198357.000000 Penalty: 1148.736694
	Iteration 8Q: 3 clusters Score -1.319836e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197850 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -13200023.000000 Penalty: 1148.736694
	Iteration 9Q: 3 clusters Score -1.320002e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198232 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -13201507.000000 Penalty: 1148.736694
	Iteration 10Q: 3 clusters Score -1.320151e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -13202827.000000 Penalty: 1148.736694
	Iteration 11Q: 3 clusters Score -1.320283e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197981 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -13204131.000000 Penalty: 1148.736694
	Iteration 12Q: 3 clusters Score -1.320413e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197340 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
Score: -13205118.000000 Penalty: 1148.736694
	Iteration 13Q: 3 clusters Score -1.320512e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -13206277.000000 Penalty: 1148.736694
	Iteration 14Q: 3 clusters Score -1.320628e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -13207429.000000 Penalty: 1148.736694
	Iteration 15Q: 3 clusters Score -1.320743e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193230 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -13208797.000000 Penalty: 1148.736694
	Iteration 16Q: 3 clusters Score -1.32088e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 112345 members 
Entering Unmasked Estep 
Score: -13209972.000000 Penalty: 1148.736694
	Iteration 17Q: 3 clusters Score -1.320997e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -13211373.000000 Penalty: 1148.736694
	Iteration 18Q: 3 clusters Score -1.321137e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -13212617.000000 Penalty: 1148.736694
	Iteration 19Q: 3 clusters Score -1.321262e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -13213637.000000 Penalty: 1148.736694
	Iteration 20F: 3 clusters Score -1.321364e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181590 members 
Mstep: Class 2 contains 122014 members 
Entering Unmasked Estep 
Score: -13214579.000000 Penalty: 1148.736694
	Iteration 21Q: 3 clusters Score -1.321458e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -13215417.000000 Penalty: 1148.736694
	Iteration 22Q: 3 clusters Score -1.321542e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176732 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -13216105.000000 Penalty: 1148.736694
	Iteration 23Q: 3 clusters Score -1.32161e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174412 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -13216747.000000 Penalty: 1148.736694
	Iteration 24Q: 3 clusters Score -1.321675e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172084 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -13217385.000000 Penalty: 1148.736694
	Iteration 25Q: 3 clusters Score -1.321738e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 133853 members 
Entering Unmasked Estep 
Score: -13217846.000000 Penalty: 1148.736694
	Iteration 26Q: 3 clusters Score -1.321785e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 136205 members 
Entering Unmasked Estep 
Score: -13218304.000000 Penalty: 1148.736694
	Iteration 27Q: 3 clusters Score -1.32183e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -13218943.000000 Penalty: 1148.736694
	Iteration 28Q: 3 clusters Score -1.321894e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -13219493.000000 Penalty: 1148.736694
	Iteration 29Q: 3 clusters Score -1.321949e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -13220032.000000 Penalty: 1148.736694
	Iteration 30Q: 3 clusters Score -1.322003e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -13220453.000000 Penalty: 1148.736694
	Iteration 31Q: 3 clusters Score -1.322045e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -13220836.000000 Penalty: 1148.736694
	Iteration 32Q: 3 clusters Score -1.322084e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 150698 members 
Entering Unmasked Estep 
Score: -13221263.000000 Penalty: 1148.736694
	Iteration 33Q: 3 clusters Score -1.322126e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -13221642.000000 Penalty: 1148.736694
	Iteration 34Q: 3 clusters Score -1.322164e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148380 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -13222016.000000 Penalty: 1148.736694
	Iteration 35Q: 3 clusters Score -1.322202e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -13222239.000000 Penalty: 1148.736694
	Iteration 36Q: 3 clusters Score -1.322224e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -13222626.000000 Penalty: 1148.736694
	Iteration 37Q: 3 clusters Score -1.322263e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142110 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -13222857.000000 Penalty: 1148.736694
	Iteration 38Q: 3 clusters Score -1.322286e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -13223167.000000 Penalty: 1148.736694
	Iteration 39Q: 3 clusters Score -1.322317e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -13223490.000000 Penalty: 1148.736694
	Iteration 40F: 3 clusters Score -1.322349e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -13223715.000000 Penalty: 1148.736694
	Iteration 41Q: 3 clusters Score -1.322372e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135353 members 
Mstep: Class 2 contains 168251 members 
Entering Unmasked Estep 
Score: -13223869.000000 Penalty: 1148.736694
	Iteration 42Q: 3 clusters Score -1.322387e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -13224059.000000 Penalty: 1148.736694
	Iteration 43Q: 3 clusters Score -1.322406e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132488 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -13224197.000000 Penalty: 1148.736694
	Iteration 44Q: 3 clusters Score -1.32242e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131198 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -13224281.000000 Penalty: 1148.736694
	Iteration 45Q: 3 clusters Score -1.322428e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129921 members 
Mstep: Class 2 contains 173683 members 
Entering Unmasked Estep 
Score: -13224390.000000 Penalty: 1148.736694
	Iteration 46Q: 3 clusters Score -1.322439e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128646 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -13224560.000000 Penalty: 1148.736694
	Iteration 47Q: 3 clusters Score -1.322456e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 176150 members 
Entering Unmasked Estep 
Score: -13224738.000000 Penalty: 1148.736694
	Iteration 48Q: 3 clusters Score -1.322474e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126261 members 
Mstep: Class 2 contains 177343 members 
Entering Unmasked Estep 
Score: -13224911.000000 Penalty: 1148.736694
	Iteration 49Q: 3 clusters Score -1.322491e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -13225088.000000 Penalty: 1148.736694
	Iteration 50Q: 3 clusters Score -1.322509e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 179588 members 
Entering Unmasked Estep 
Score: -13225221.000000 Penalty: 1148.736694
	Iteration 51Q: 3 clusters Score -1.322522e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -13225279.000000 Penalty: 1148.736694
	Iteration 52Q: 3 clusters Score -1.322528e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 181640 members 
Entering Unmasked Estep 
Score: -13225374.000000 Penalty: 1148.736694
	Iteration 53Q: 3 clusters Score -1.322537e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 182600 members 
Entering Unmasked Estep 
Score: -13225468.000000 Penalty: 1148.736694
	Iteration 54Q: 3 clusters Score -1.322547e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -13225560.000000 Penalty: 1148.736694
	Iteration 55Q: 3 clusters Score -1.322556e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119187 members 
Mstep: Class 2 contains 184417 members 
Entering Unmasked Estep 
Score: -13225610.000000 Penalty: 1148.736694
	Iteration 56Q: 3 clusters Score -1.322561e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118351 members 
Mstep: Class 2 contains 185253 members 
Entering Unmasked Estep 
Score: -13225750.000000 Penalty: 1148.736694
	Iteration 57Q: 3 clusters Score -1.322575e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 186079 members 
Entering Unmasked Estep 
Score: -13225904.000000 Penalty: 1148.736694
	Iteration 58Q: 3 clusters Score -1.32259e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -13225957.000000 Penalty: 1148.736694
	Iteration 59Q: 3 clusters Score -1.322596e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 187727 members 
Entering Unmasked Estep 
Score: -13226056.000000 Penalty: 1148.736694
	Iteration 60F: 3 clusters Score -1.322606e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 188557 members 
Entering Unmasked Estep 
Score: -13226086.000000 Penalty: 1148.736694
	Iteration 61Q: 3 clusters Score -1.322609e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 189369 members 
Entering Unmasked Estep 
Score: -13226151.000000 Penalty: 1148.736694
	Iteration 62Q: 3 clusters Score -1.322615e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 190113 members 
Entering Unmasked Estep 
Score: -13226266.000000 Penalty: 1148.736694
	Iteration 63Q: 3 clusters Score -1.322627e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 190815 members 
Entering Unmasked Estep 
Score: -13226370.000000 Penalty: 1148.736694
	Iteration 64Q: 3 clusters Score -1.322637e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -13226393.000000 Penalty: 1148.736694
	Iteration 65Q: 3 clusters Score -1.322639e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 192090 members 
Entering Unmasked Estep 
Score: -13226492.000000 Penalty: 1148.736694
	Iteration 66Q: 3 clusters Score -1.322649e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -13226549.000000 Penalty: 1148.736694
	Iteration 67Q: 3 clusters Score -1.322655e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 193187 members 
Entering Unmasked Estep 
Score: -13226599.000000 Penalty: 1148.736694
	Iteration 68Q: 3 clusters Score -1.32266e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 193709 members 
Entering Unmasked Estep 
Score: -13226638.000000 Penalty: 1148.736694
	Iteration 69Q: 3 clusters Score -1.322664e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -13226635.000000 Penalty: 1148.736694
	Iteration 70Q: 3 clusters Score -1.322664e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -13226636.000000 Penalty: 1148.736694
	Iteration 71Q: 3 clusters Score -1.322664e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -13226686.000000 Penalty: 1148.736694
	Iteration 72Q: 3 clusters Score -1.322669e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 195438 members 
Entering Unmasked Estep 
Score: -13226733.000000 Penalty: 1148.736694
	Iteration 73Q: 3 clusters Score -1.322673e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 195810 members 
Entering Unmasked Estep 
Score: -13226754.000000 Penalty: 1148.736694
	Iteration 74Q: 3 clusters Score -1.322675e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -13226785.000000 Penalty: 1148.736694
	Iteration 75Q: 3 clusters Score -1.322678e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 196574 members 
Entering Unmasked Estep 
Score: -13226789.000000 Penalty: 1148.736694
	Iteration 76Q: 3 clusters Score -1.322679e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -13226807.000000 Penalty: 1148.736694
	Iteration 77Q: 3 clusters Score -1.322681e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 197282 members 
Entering Unmasked Estep 
Score: -13226808.000000 Penalty: 1148.736694
	Iteration 78Q: 3 clusters Score -1.322681e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 197638 members 
Entering Unmasked Estep 
Score: -13226843.000000 Penalty: 1148.736694
	Iteration 79Q: 3 clusters Score -1.322684e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 198019 members 
Entering Unmasked Estep 
Score: -13226809.000000 Penalty: 1148.736694
	Iteration 80F: 3 clusters Score -1.322681e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 198357 members 
Entering Unmasked Estep 
Score: -13226862.000000 Penalty: 1148.736694
	Iteration 81Q: 3 clusters Score -1.322686e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 198689 members 
Entering Unmasked Estep 
Score: -13226881.000000 Penalty: 1148.736694
	Iteration 82Q: 3 clusters Score -1.322688e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 198994 members 
Entering Unmasked Estep 
Score: -13226931.000000 Penalty: 1148.736694
	Iteration 83Q: 3 clusters Score -1.322693e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 199286 members 
Entering Unmasked Estep 
Score: -13226944.000000 Penalty: 1148.736694
	Iteration 84Q: 3 clusters Score -1.322694e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 199561 members 
Entering Unmasked Estep 
Score: -13226957.000000 Penalty: 1148.736694
	Iteration 85Q: 3 clusters Score -1.322696e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103763 members 
Mstep: Class 2 contains 199841 members 
Entering Unmasked Estep 
Score: -13227000.000000 Penalty: 1148.736694
	Iteration 86Q: 3 clusters Score -1.3227e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 200108 members 
Entering Unmasked Estep 
Score: -13227019.000000 Penalty: 1148.736694
	Iteration 87Q: 3 clusters Score -1.322702e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 200390 members 
Entering Unmasked Estep 
Score: -13227000.000000 Penalty: 1148.736694
	Iteration 88Q: 3 clusters Score -1.3227e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 200660 members 
Entering Unmasked Estep 
Score: -13227059.000000 Penalty: 1148.736694
	Iteration 89Q: 3 clusters Score -1.322706e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 200934 members 
Entering Unmasked Estep 
Score: -13227074.000000 Penalty: 1148.736694
	Iteration 90Q: 3 clusters Score -1.322707e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 201186 members 
Entering Unmasked Estep 
Score: -13227096.000000 Penalty: 1148.736694
	Iteration 91Q: 3 clusters Score -1.32271e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -13227099.000000 Penalty: 1148.736694
	Iteration 92Q: 3 clusters Score -1.32271e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 201700 members 
Entering Unmasked Estep 
Score: -13227127.000000 Penalty: 1148.736694
	Iteration 93Q: 3 clusters Score -1.322713e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 201946 members 
Entering Unmasked Estep 
Score: -13227162.000000 Penalty: 1148.736694
	Iteration 94Q: 3 clusters Score -1.322716e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 202184 members 
Entering Unmasked Estep 
Score: -13227174.000000 Penalty: 1148.736694
	Iteration 95Q: 3 clusters Score -1.322717e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 202413 members 
Entering Unmasked Estep 
Score: -13227240.000000 Penalty: 1148.736694
	Iteration 96Q: 3 clusters Score -1.322724e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 202644 members 
Entering Unmasked Estep 
Score: -13227288.000000 Penalty: 1148.736694
	Iteration 97Q: 3 clusters Score -1.322729e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 202853 members 
Entering Unmasked Estep 
Score: -13227301.000000 Penalty: 1148.736694
	Iteration 98Q: 3 clusters Score -1.32273e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 203069 members 
Entering Unmasked Estep 
Score: -13227325.000000 Penalty: 1148.736694
	Iteration 99Q: 3 clusters Score -1.322732e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 203296 members 
Entering Unmasked Estep 
Score: -13227358.000000 Penalty: 1148.736694
	Iteration 100F: 3 clusters Score -1.322736e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 203509 members 
Entering Unmasked Estep 
Score: -13227428.000000 Penalty: 1148.736694
	Iteration 101Q: 3 clusters Score -1.322743e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 203723 members 
Entering Unmasked Estep 
Score: -13227449.000000 Penalty: 1148.736694
	Iteration 102Q: 3 clusters Score -1.322745e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 203909 members 
Entering Unmasked Estep 
Score: -13227431.000000 Penalty: 1148.736694
	Iteration 103Q: 3 clusters Score -1.322743e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 204068 members 
Entering Unmasked Estep 
Score: -13227474.000000 Penalty: 1148.736694
	Iteration 104Q: 3 clusters Score -1.322747e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -13227492.000000 Penalty: 1148.736694
	Iteration 105Q: 3 clusters Score -1.322749e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 204304 members 
Entering Unmasked Estep 
Score: -13227493.000000 Penalty: 1148.736694
	Iteration 106Q: 3 clusters Score -1.322749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 204419 members 
Entering Unmasked Estep 
Score: -13227479.000000 Penalty: 1148.736694
	Iteration 107Q: 3 clusters Score -1.322748e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 204509 members 
Entering Unmasked Estep 
Score: -13227493.000000 Penalty: 1148.736694
	Iteration 108Q: 3 clusters Score -1.322749e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 204603 members 
Entering Unmasked Estep 
Score: -13227513.000000 Penalty: 1148.736694
	Iteration 109Q: 3 clusters Score -1.322751e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 204687 members 
Entering Unmasked Estep 
Score: -13227506.000000 Penalty: 1148.736694
	Iteration 110Q: 3 clusters Score -1.322751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -13227509.000000 Penalty: 1148.736694
	Iteration 111Q: 3 clusters Score -1.322751e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -13227510.000000 Penalty: 1148.736694
	Iteration 112Q: 3 clusters Score -1.322751e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 204946 members 
Entering Unmasked Estep 
Score: -13227512.000000 Penalty: 1148.736694
	Iteration 113Q: 3 clusters Score -1.322751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 205037 members 
Entering Unmasked Estep 
Score: -13227486.000000 Penalty: 1148.736694
	Iteration 114Q: 3 clusters Score -1.322749e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -13227512.000000 Penalty: 1148.736694
	Iteration 115Q: 3 clusters Score -1.322751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 205227 members 
Entering Unmasked Estep 
Score: -13227504.000000 Penalty: 1148.736694
	Iteration 116Q: 3 clusters Score -1.32275e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 205310 members 
Entering Unmasked Estep 
Score: -13227512.000000 Penalty: 1148.736694
	Iteration 117Q: 3 clusters Score -1.322751e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 205391 members 
Entering Unmasked Estep 
Score: -13227500.000000 Penalty: 1148.736694
	Iteration 118Q: 3 clusters Score -1.32275e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 205467 members 
Entering Unmasked Estep 
Score: -13227513.000000 Penalty: 1148.736694
	Iteration 119Q: 3 clusters Score -1.322751e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 205569 members 
Entering Unmasked Estep 
Score: -13227516.000000 Penalty: 1148.736694
	Iteration 120F: 3 clusters Score -1.322752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 205664 members 
Entering Unmasked Estep 
Score: -13227529.000000 Penalty: 1148.736694
	Iteration 121Q: 3 clusters Score -1.322753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 205771 members 
Entering Unmasked Estep 
Score: -13227543.000000 Penalty: 1148.736694
	Iteration 122Q: 3 clusters Score -1.322754e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 205893 members 
Entering Unmasked Estep 
Score: -13227579.000000 Penalty: 1148.736694
	Iteration 123Q: 3 clusters Score -1.322758e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 206013 members 
Entering Unmasked Estep 
Score: -13227601.000000 Penalty: 1148.736694
	Iteration 124Q: 3 clusters Score -1.32276e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 206132 members 
Entering Unmasked Estep 
Score: -13227590.000000 Penalty: 1148.736694
	Iteration 125Q: 3 clusters Score -1.322759e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 206245 members 
Entering Unmasked Estep 
Score: -13227590.000000 Penalty: 1148.736694
	Iteration 126Q: 3 clusters Score -1.322759e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 206365 members 
Entering Unmasked Estep 
Score: -13227593.000000 Penalty: 1148.736694
	Iteration 127Q: 3 clusters Score -1.322759e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 206482 members 
Entering Unmasked Estep 
Score: -13227619.000000 Penalty: 1148.736694
	Iteration 128Q: 3 clusters Score -1.322762e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 206585 members 
Entering Unmasked Estep 
Score: -13227641.000000 Penalty: 1148.736694
	Iteration 129Q: 3 clusters Score -1.322764e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 206689 members 
Entering Unmasked Estep 
Score: -13227634.000000 Penalty: 1148.736694
	Iteration 130Q: 3 clusters Score -1.322763e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 206796 members 
Entering Unmasked Estep 
Score: -13227625.000000 Penalty: 1148.736694
	Iteration 131Q: 3 clusters Score -1.322762e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 206904 members 
Entering Unmasked Estep 
Score: -13227640.000000 Penalty: 1148.736694
	Iteration 132Q: 3 clusters Score -1.322764e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 207029 members 
Entering Unmasked Estep 
Score: -13227643.000000 Penalty: 1148.736694
	Iteration 133Q: 3 clusters Score -1.322764e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 207136 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 134Q: 3 clusters Score -1.322765e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -13227649.000000 Penalty: 1148.736694
	Iteration 135Q: 3 clusters Score -1.322765e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 207319 members 
Entering Unmasked Estep 
Score: -13227651.000000 Penalty: 1148.736694
	Iteration 136Q: 3 clusters Score -1.322765e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 207391 members 
Entering Unmasked Estep 
Score: -13227648.000000 Penalty: 1148.736694
	Iteration 137Q: 3 clusters Score -1.322765e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 207462 members 
Entering Unmasked Estep 
Score: -13227633.000000 Penalty: 1148.736694
	Iteration 138Q: 3 clusters Score -1.322763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 207521 members 
Entering Unmasked Estep 
Score: -13227627.000000 Penalty: 1148.736694
	Iteration 139Q: 3 clusters Score -1.322763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 207590 members 
Entering Unmasked Estep 
Score: -13227629.000000 Penalty: 1148.736694
	Iteration 140F: 3 clusters Score -1.322763e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 207655 members 
Entering Unmasked Estep 
Score: -13227606.000000 Penalty: 1148.736694
	Iteration 141Q: 3 clusters Score -1.322761e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 207725 members 
Entering Unmasked Estep 
Score: -13227610.000000 Penalty: 1148.736694
	Iteration 142Q: 3 clusters Score -1.322761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 207801 members 
Entering Unmasked Estep 
Score: -13227630.000000 Penalty: 1148.736694
	Iteration 143Q: 3 clusters Score -1.322763e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 207888 members 
Entering Unmasked Estep 
Score: -13227616.000000 Penalty: 1148.736694
	Iteration 144Q: 3 clusters Score -1.322762e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 207982 members 
Entering Unmasked Estep 
Score: -13227614.000000 Penalty: 1148.736694
	Iteration 145Q: 3 clusters Score -1.322761e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 208079 members 
Entering Unmasked Estep 
Score: -13227590.000000 Penalty: 1148.736694
	Iteration 146Q: 3 clusters Score -1.322759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 208181 members 
Entering Unmasked Estep 
Score: -13227606.000000 Penalty: 1148.736694
	Iteration 147Q: 3 clusters Score -1.322761e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 208253 members 
Entering Unmasked Estep 
Score: -13227620.000000 Penalty: 1148.736694
	Iteration 148Q: 3 clusters Score -1.322762e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -13227615.000000 Penalty: 1148.736694
	Iteration 149Q: 3 clusters Score -1.322762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 208397 members 
Entering Unmasked Estep 
Score: -13227627.000000 Penalty: 1148.736694
	Iteration 150Q: 3 clusters Score -1.322763e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 208450 members 
Entering Unmasked Estep 
Score: -13227616.000000 Penalty: 1148.736694
	Iteration 151Q: 3 clusters Score -1.322762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 208494 members 
Entering Unmasked Estep 
Score: -13227600.000000 Penalty: 1148.736694
	Iteration 152Q: 3 clusters Score -1.32276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 208539 members 
Entering Unmasked Estep 
Score: -13227600.000000 Penalty: 1148.736694
	Iteration 153Q: 3 clusters Score -1.32276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 208585 members 
Entering Unmasked Estep 
Score: -13227597.000000 Penalty: 1148.736694
	Iteration 154Q: 3 clusters Score -1.32276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 208630 members 
Entering Unmasked Estep 
Score: -13227588.000000 Penalty: 1148.736694
	Iteration 155Q: 3 clusters Score -1.322759e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 208672 members 
Entering Unmasked Estep 
Score: -13227604.000000 Penalty: 1148.736694
	Iteration 156Q: 3 clusters Score -1.32276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 208713 members 
Entering Unmasked Estep 
Score: -13227619.000000 Penalty: 1148.736694
	Iteration 157Q: 3 clusters Score -1.322762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 208747 members 
Entering Unmasked Estep 
Score: -13227636.000000 Penalty: 1148.736694
	Iteration 158Q: 3 clusters Score -1.322764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 208777 members 
Entering Unmasked Estep 
Score: -13227633.000000 Penalty: 1148.736694
	Iteration 159Q: 3 clusters Score -1.322763e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 208809 members 
Entering Unmasked Estep 
Score: -13227637.000000 Penalty: 1148.736694
	Iteration 160F: 3 clusters Score -1.322764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 208847 members 
Entering Unmasked Estep 
Score: -13227639.000000 Penalty: 1148.736694
	Iteration 161Q: 3 clusters Score -1.322764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 208882 members 
Entering Unmasked Estep 
Score: -13227651.000000 Penalty: 1148.736694
	Iteration 162Q: 3 clusters Score -1.322765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 208907 members 
Entering Unmasked Estep 
Score: -13227655.000000 Penalty: 1148.736694
	Iteration 163Q: 3 clusters Score -1.322766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 208926 members 
Entering Unmasked Estep 
Score: -13227662.000000 Penalty: 1148.736694
	Iteration 164Q: 3 clusters Score -1.322766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 208948 members 
Entering Unmasked Estep 
Score: -13227661.000000 Penalty: 1148.736694
	Iteration 165Q: 3 clusters Score -1.322766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 208972 members 
Entering Unmasked Estep 
Score: -13227669.000000 Penalty: 1148.736694
	Iteration 166Q: 3 clusters Score -1.322767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 208995 members 
Entering Unmasked Estep 
Score: -13227671.000000 Penalty: 1148.736694
	Iteration 167Q: 3 clusters Score -1.322767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 209023 members 
Entering Unmasked Estep 
Score: -13227673.000000 Penalty: 1148.736694
	Iteration 168Q: 3 clusters Score -1.322767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 209047 members 
Entering Unmasked Estep 
Score: -13227664.000000 Penalty: 1148.736694
	Iteration 169Q: 3 clusters Score -1.322766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 209061 members 
Entering Unmasked Estep 
Score: -13227662.000000 Penalty: 1148.736694
	Iteration 170Q: 3 clusters Score -1.322766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 209074 members 
Entering Unmasked Estep 
Score: -13227656.000000 Penalty: 1148.736694
	Iteration 171Q: 3 clusters Score -1.322766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 209087 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 1148.736694
	Iteration 172Q: 3 clusters Score -1.322766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 209099 members 
Entering Unmasked Estep 
Score: -13227666.000000 Penalty: 1148.736694
	Iteration 173Q: 3 clusters Score -1.322767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 209113 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 1148.736694
	Iteration 174Q: 3 clusters Score -1.322766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 209129 members 
Entering Unmasked Estep 
Score: -13227667.000000 Penalty: 1148.736694
	Iteration 175Q: 3 clusters Score -1.322767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 209141 members 
Entering Unmasked Estep 
Score: -13227660.000000 Penalty: 1148.736694
	Iteration 176Q: 3 clusters Score -1.322766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 209148 members 
Entering Unmasked Estep 
Score: -13227657.000000 Penalty: 1148.736694
	Iteration 177Q: 3 clusters Score -1.322766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 209156 members 
Entering Unmasked Estep 
Score: -13227665.000000 Penalty: 1148.736694
	Iteration 178Q: 3 clusters Score -1.322766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 209164 members 
Entering Unmasked Estep 
Score: -13227661.000000 Penalty: 1148.736694
	Iteration 179Q: 3 clusters Score -1.322766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 209169 members 
Entering Unmasked Estep 
Score: -13227662.000000 Penalty: 1148.736694
	Iteration 180F: 3 clusters Score -1.322766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 209171 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 181Q: 3 clusters Score -1.322765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 209174 members 
Entering Unmasked Estep 
Score: -13227656.000000 Penalty: 1148.736694
	Iteration 182Q: 3 clusters Score -1.322766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 209181 members 
Entering Unmasked Estep 
Score: -13227648.000000 Penalty: 1148.736694
	Iteration 183Q: 3 clusters Score -1.322765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 184Q: 3 clusters Score -1.322765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 209189 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 185Q: 3 clusters Score -1.322765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 209194 members 
Entering Unmasked Estep 
Score: -13227654.000000 Penalty: 1148.736694
	Iteration 186Q: 3 clusters Score -1.322765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 209205 members 
Entering Unmasked Estep 
Score: -13227661.000000 Penalty: 1148.736694
	Iteration 187Q: 3 clusters Score -1.322766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 209213 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 1148.736694
	Iteration 188Q: 3 clusters Score -1.322766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 209222 members 
Entering Unmasked Estep 
Score: -13227667.000000 Penalty: 1148.736694
	Iteration 189Q: 3 clusters Score -1.322767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 209231 members 
Entering Unmasked Estep 
Score: -13227668.000000 Penalty: 1148.736694
	Iteration 190Q: 3 clusters Score -1.322767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 209235 members 
Entering Unmasked Estep 
Score: -13227668.000000 Penalty: 1148.736694
	Iteration 191Q: 3 clusters Score -1.322767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -13227666.000000 Penalty: 1148.736694
	Iteration 192Q: 3 clusters Score -1.322767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 209241 members 
Entering Unmasked Estep 
Score: -13227667.000000 Penalty: 1148.736694
	Iteration 193Q: 3 clusters Score -1.322767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 209243 members 
Entering Unmasked Estep 
Score: -13227667.000000 Penalty: 1148.736694
	Iteration 194Q: 3 clusters Score -1.322767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 209247 members 
Entering Unmasked Estep 
Score: -13227667.000000 Penalty: 1148.736694
	Iteration 195Q: 3 clusters Score -1.322767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 1148.736694
	Iteration 196Q: 3 clusters Score -1.322766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 209251 members 
Entering Unmasked Estep 
Score: -13227662.000000 Penalty: 1148.736694
	Iteration 197Q: 3 clusters Score -1.322766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -13227666.000000 Penalty: 1148.736694
	Iteration 198Q: 3 clusters Score -1.322767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 1148.736694
	Iteration 199Q: 3 clusters Score -1.322766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 209254 members 
Entering Unmasked Estep 
Score: -13227664.000000 Penalty: 1148.736694
	Iteration 200F: 3 clusters Score -1.322766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 209256 members 
Entering Unmasked Estep 
Score: -13227662.000000 Penalty: 1148.736694
	Iteration 201Q: 3 clusters Score -1.322766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 209258 members 
Entering Unmasked Estep 
Score: -13227658.000000 Penalty: 1148.736694
	Iteration 202Q: 3 clusters Score -1.322766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 209259 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 203Q: 3 clusters Score -1.322765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 209260 members 
Entering Unmasked Estep 
Score: -13227653.000000 Penalty: 1148.736694
	Iteration 204Q: 3 clusters Score -1.322765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94343 members 
Mstep: Class 2 contains 209261 members 
Entering Unmasked Estep 
Score: -13227656.000000 Penalty: 1148.736694
	Iteration 205Q: 3 clusters Score -1.322766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 209265 members 
Entering Unmasked Estep 
Score: -13227660.000000 Penalty: 1148.736694
	Iteration 206Q: 3 clusters Score -1.322766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -13227658.000000 Penalty: 1148.736694
	Iteration 207Q: 3 clusters Score -1.322766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -13227661.000000 Penalty: 1148.736694
	Iteration 208Q: 3 clusters Score -1.322766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -13227661.000000 Penalty: 1148.736694
	Iteration 209F: 3 clusters Score -1.322766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 94335 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 34733 members 
Mstep: Class 15 contains 209269 members 
Entering Unmasked Estep 
Score: -46860032.000000 Penalty: 9503.934570
Splitting cluster 12 changes total score from -46846484.000000 to -46860032.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 42736 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 453221 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 12 contains 94335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46864908.000000 Penalty: 9503.934570
Iteration 39Q: 16 clusters Score -4.686491e+07 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 201917 members 
Mstep: Class 2 contains 20114 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 43269 members 
Mstep: Class 5 contains 32884 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 449788 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 161 members 
Mstep: Class 12 contains 95810 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 34663 members 
Mstep: Class 15 contains 205418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46873212.000000 Penalty: 9503.934570
Iteration 40F: 16 clusters Score -4.687321e+07 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 204420 members 
Mstep: Class 2 contains 20059 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 42803 members 
Mstep: Class 5 contains 32780 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 442104 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 96693 members 
Mstep: Class 13 contains 3449 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 209384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46878508.000000 Penalty: 9503.934570
Iteration 41Q: 16 clusters Score -4.687851e+07 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 208571 members 
Mstep: Class 2 contains 20084 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 42538 members 
Mstep: Class 5 contains 32662 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 433569 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 36162 members 
Mstep: Class 15 contains 212327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46883360.000000 Penalty: 9503.934570
Iteration 42Q: 16 clusters Score -4.688336e+07 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 213118 members 
Mstep: Class 2 contains 20156 members 
Mstep: Class 3 contains 801 members 
Mstep: Class 4 contains 42345 members 
Mstep: Class 5 contains 32538 members 
Mstep: Class 6 contains 1136 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 424782 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 99118 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 36580 members 
Mstep: Class 15 contains 215071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46887520.000000 Penalty: 9503.934570
Iteration 43Q: 16 clusters Score -4.688752e+07 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 217761 members 
Mstep: Class 2 contains 20254 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 32444 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 17213 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 415967 members 
Mstep: Class 10 contains 7601 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 100302 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 36866 members 
Mstep: Class 15 contains 217826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46892208.000000 Penalty: 9503.934570
Iteration 44Q: 16 clusters Score -4.689221e+07 nChanged 15270
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 222382 members 
Mstep: Class 2 contains 20348 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 42086 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 17136 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 407433 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 101495 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 37022 members 
Mstep: Class 15 contains 220349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46896648.000000 Penalty: 9503.934570
Iteration 45Q: 16 clusters Score -4.689665e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 226778 members 
Mstep: Class 2 contains 20444 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 41963 members 
Mstep: Class 5 contains 32379 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 17053 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 399152 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 102670 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 37110 members 
Mstep: Class 15 contains 222957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900888.000000 Penalty: 9503.934570
Iteration 46Q: 16 clusters Score -4.690089e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 231139 members 
Mstep: Class 2 contains 20524 members 
Mstep: Class 3 contains 727 members 
Mstep: Class 4 contains 41853 members 
Mstep: Class 5 contains 32417 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 16947 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 390993 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 103911 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 37127 members 
Mstep: Class 15 contains 225459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 16 clusters Score -4.690486e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41764 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 16830 members 
Mstep: Class 8 contains 2306 members 
Mstep: Class 9 contains 383044 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 105243 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 37057 members 
Mstep: Class 15 contains 227805 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 16 clusters Score -4.690885e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 239335 members 
Mstep: Class 2 contains 20687 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 41683 members 
Mstep: Class 5 contains 32520 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 375508 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 106631 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 36973 members 
Mstep: Class 15 contains 230040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 16 clusters Score -4.691256e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 242961 members 
Mstep: Class 2 contains 20769 members 
Mstep: Class 3 contains 701 members 
Mstep: Class 4 contains 41638 members 
Mstep: Class 5 contains 32575 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 368375 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 108084 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 36876 members 
Mstep: Class 15 contains 232078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -4.691558e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 246287 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 41629 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 1455 members 
Mstep: Class 7 contains 16474 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 361614 members 
Mstep: Class 10 contains 7892 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 109577 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 36788 members 
Mstep: Class 15 contains 233967 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 16 clusters Score -4.691851e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 249002 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 694 members 
Mstep: Class 4 contains 41587 members 
Mstep: Class 5 contains 32683 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 16377 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 355544 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 111040 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 36715 members 
Mstep: Class 15 contains 235782 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 16 clusters Score -4.692145e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 251286 members 
Mstep: Class 2 contains 21020 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 41590 members 
Mstep: Class 5 contains 32790 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 349844 members 
Mstep: Class 10 contains 8010 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 112493 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 36691 members 
Mstep: Class 15 contains 237573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 16 clusters Score -4.692416e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 253322 members 
Mstep: Class 2 contains 21105 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 41545 members 
Mstep: Class 5 contains 32876 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 344533 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 113989 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 36720 members 
Mstep: Class 15 contains 239188 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -4.692648e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 255159 members 
Mstep: Class 2 contains 21186 members 
Mstep: Class 3 contains 688 members 
Mstep: Class 4 contains 41534 members 
Mstep: Class 5 contains 32993 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 16135 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 339420 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 115494 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 36829 members 
Mstep: Class 15 contains 240653 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -4.692862e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 256576 members 
Mstep: Class 2 contains 21251 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 41534 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 334662 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 116968 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 36966 members 
Mstep: Class 15 contains 242154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 16 clusters Score -4.693072e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 257667 members 
Mstep: Class 2 contains 21308 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 41523 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 330382 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 118452 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 14 contains 37154 members 
Mstep: Class 15 contains 243437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 16 clusters Score -4.693228e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 258473 members 
Mstep: Class 2 contains 21383 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 33451 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 326476 members 
Mstep: Class 10 contains 8184 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 120038 members 
Mstep: Class 13 contains 3120 members 
Mstep: Class 14 contains 37354 members 
Mstep: Class 15 contains 244539 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -4.693398e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 258780 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 41472 members 
Mstep: Class 5 contains 33599 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 322953 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 121689 members 
Mstep: Class 13 contains 3110 members 
Mstep: Class 14 contains 37624 members 
Mstep: Class 15 contains 245652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 16 clusters Score -4.693504e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 258562 members 
Mstep: Class 2 contains 21551 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 41427 members 
Mstep: Class 5 contains 33724 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 15889 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 319943 members 
Mstep: Class 10 contains 8264 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 123420 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 37914 members 
Mstep: Class 15 contains 246687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936688.000000 Penalty: 9503.934570
Iteration 60F: 16 clusters Score -4.693669e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 258330 members 
Mstep: Class 2 contains 21633 members 
Mstep: Class 3 contains 692 members 
Mstep: Class 4 contains 41386 members 
Mstep: Class 5 contains 33859 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 316618 members 
Mstep: Class 10 contains 8297 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 125119 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 38306 members 
Mstep: Class 15 contains 247670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937624.000000 Penalty: 9503.934570
Iteration 61Q: 16 clusters Score -4.693762e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 257965 members 
Mstep: Class 2 contains 21701 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 41413 members 
Mstep: Class 5 contains 33981 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 15730 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 313497 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 126824 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 38712 members 
Mstep: Class 15 contains 248623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938428.000000 Penalty: 9503.934570
Iteration 62Q: 16 clusters Score -4.693843e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 257332 members 
Mstep: Class 2 contains 21784 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 41432 members 
Mstep: Class 5 contains 34083 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 310585 members 
Mstep: Class 10 contains 8350 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 128553 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 39122 members 
Mstep: Class 15 contains 249603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939424.000000 Penalty: 9503.934570
Iteration 63Q: 16 clusters Score -4.693942e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 256695 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 41452 members 
Mstep: Class 5 contains 34209 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 307891 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 130237 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 39526 members 
Mstep: Class 15 contains 250456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 16 clusters Score -4.693976e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 255844 members 
Mstep: Class 2 contains 21953 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 34346 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 15525 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 305390 members 
Mstep: Class 10 contains 8412 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 131851 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 39913 members 
Mstep: Class 15 contains 251401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 16 clusters Score -4.694016e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 254863 members 
Mstep: Class 2 contains 22024 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 41541 members 
Mstep: Class 5 contains 34509 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 15467 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 303055 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 133424 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 40333 members 
Mstep: Class 15 contains 252344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940384.000000 Penalty: 9503.934570
Iteration 66Q: 16 clusters Score -4.694038e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 253643 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 41594 members 
Mstep: Class 5 contains 34692 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 15433 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 300881 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 134886 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 40815 members 
Mstep: Class 15 contains 253394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940840.000000 Penalty: 9503.934570
Iteration 67Q: 16 clusters Score -4.694084e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 252421 members 
Mstep: Class 2 contains 22103 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 41634 members 
Mstep: Class 5 contains 34878 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 298766 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 136352 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 41301 members 
Mstep: Class 15 contains 254400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940924.000000 Penalty: 9503.934570
Iteration 68Q: 16 clusters Score -4.694092e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 251007 members 
Mstep: Class 2 contains 22153 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 35021 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 15413 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 296857 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 137815 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 41776 members 
Mstep: Class 15 contains 255436 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -4.694122e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 249688 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 41735 members 
Mstep: Class 5 contains 35162 members 
Mstep: Class 6 contains 1846 members 
Mstep: Class 7 contains 15428 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 294907 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 139284 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 42247 members 
Mstep: Class 15 contains 256409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 16 clusters Score -4.694117e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 248374 members 
Mstep: Class 2 contains 22270 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 41771 members 
Mstep: Class 5 contains 35290 members 
Mstep: Class 6 contains 1856 members 
Mstep: Class 7 contains 15441 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 292971 members 
Mstep: Class 10 contains 8566 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 140653 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 42726 members 
Mstep: Class 15 contains 257480 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 16 clusters Score -4.694114e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 246793 members 
Mstep: Class 2 contains 22334 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 41808 members 
Mstep: Class 5 contains 35429 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 291163 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 141926 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 43228 members 
Mstep: Class 15 contains 258756 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -4.694096e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 245483 members 
Mstep: Class 2 contains 22387 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 289302 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 143171 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 14 contains 43724 members 
Mstep: Class 15 contains 259820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 16 clusters Score -4.694092e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 244060 members 
Mstep: Class 2 contains 22434 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 41887 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 287510 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 144380 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 44268 members 
Mstep: Class 15 contains 260931 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 16 clusters Score -4.694099e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 242682 members 
Mstep: Class 2 contains 22472 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 41917 members 
Mstep: Class 5 contains 35933 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 15596 members 
Mstep: Class 8 contains 4558 members 
Mstep: Class 9 contains 285722 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 145593 members 
Mstep: Class 13 contains 2989 members 
Mstep: Class 14 contains 44814 members 
Mstep: Class 15 contains 262005 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 16 clusters Score -4.694094e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 241112 members 
Mstep: Class 2 contains 22517 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 41957 members 
Mstep: Class 5 contains 36097 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 284049 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 146675 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 45375 members 
Mstep: Class 15 contains 263259 members 
Entering Unmasked Estep 
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Iteration 76Q: 16 clusters Score -4.694095e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 239654 members 
Mstep: Class 2 contains 22560 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 42003 members 
Mstep: Class 5 contains 36276 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 282327 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 147675 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 45973 members 
Mstep: Class 15 contains 264499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 16 clusters Score -4.69409e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 238200 members 
Mstep: Class 2 contains 22601 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 42040 members 
Mstep: Class 5 contains 36471 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 280704 members 
Mstep: Class 10 contains 8848 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 148707 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 46545 members 
Mstep: Class 15 contains 265624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 16 clusters Score -4.694082e+07 nChanged 6113
Entering ConstructFrom: 
Score: -46940820.000000 Penalty: 9503.934570
Entering ConstructFrom: 
Trying to split cluster 1 (236896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236896 members 
Entering Unmasked Estep 
Score: -10614160.000000 Penalty: 563.079651
	Iteration 0F: 2 clusters Score -1.061416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -10453232.000000 Penalty: 1126.159302
	Iteration 0F: 3 clusters Score -1.045323e+07 nChanged 116922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -10528900.000000 Penalty: 1126.159302
	Iteration 1F: 3 clusters Score -1.05289e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -10536123.000000 Penalty: 1126.159302
	Iteration 2F: 3 clusters Score -1.053612e+07 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 171631 members 
Entering Unmasked Estep 
Score: -10548973.000000 Penalty: 1126.159302
	Iteration 3F: 3 clusters Score -1.054897e+07 nChanged 21576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 193167 members 
Entering Unmasked Estep 
Score: -10568752.000000 Penalty: 1126.159302
	Iteration 4F: 3 clusters Score -1.056875e+07 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 214000 members 
Entering Unmasked Estep 
Score: -10590784.000000 Penalty: 1126.159302
	Iteration 5F: 3 clusters Score -1.059078e+07 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 227747 members 
Entering Unmasked Estep 
Score: -10605273.000000 Penalty: 1126.159302
	Iteration 6F: 3 clusters Score -1.060527e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 233652 members 
Entering Unmasked Estep 
Score: -10611065.000000 Penalty: 1126.159302
	Iteration 7Q: 3 clusters Score -1.061106e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 235659 members 
Entering Unmasked Estep 
Score: -10612826.000000 Penalty: 1126.159302
	Iteration 8Q: 3 clusters Score -1.061283e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 236338 members 
Entering Unmasked Estep 
Score: -10613347.000000 Penalty: 1126.159302
	Iteration 9Q: 3 clusters Score -1.061335e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 236570 members 
Entering Unmasked Estep 
Score: -10613577.000000 Penalty: 1126.159302
	Iteration 10Q: 3 clusters Score -1.061358e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236641 members 
Entering Unmasked Estep 
Score: -10613655.000000 Penalty: 1126.159302
	Iteration 11Q: 3 clusters Score -1.061366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236659 members 
Entering Unmasked Estep 
Score: -10613716.000000 Penalty: 1126.159302
	Iteration 12Q: 3 clusters Score -1.061372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236662 members 
Entering Unmasked Estep 
Score: -10613741.000000 Penalty: 1126.159302
	Iteration 13Q: 3 clusters Score -1.061374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236656 members 
Entering Unmasked Estep 
Score: -10613754.000000 Penalty: 1126.159302
	Iteration 14Q: 3 clusters Score -1.061375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236657 members 
Entering Unmasked Estep 
Score: -10613759.000000 Penalty: 1126.159302
	Iteration 15Q: 3 clusters Score -1.061376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236654 members 
Entering Unmasked Estep 
Score: -10613768.000000 Penalty: 1126.159302
	Iteration 16Q: 3 clusters Score -1.061377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 236649 members 
Entering Unmasked Estep 
Score: -10613773.000000 Penalty: 1126.159302
	Iteration 17Q: 3 clusters Score -1.061377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236634 members 
Entering Unmasked Estep 
Score: -10613795.000000 Penalty: 1126.159302
	Iteration 18Q: 3 clusters Score -1.06138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236617 members 
Entering Unmasked Estep 
Score: -10613815.000000 Penalty: 1126.159302
	Iteration 19Q: 3 clusters Score -1.061382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236601 members 
Entering Unmasked Estep 
Score: -10613834.000000 Penalty: 1126.159302
	Iteration 20F: 3 clusters Score -1.061383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 236589 members 
Entering Unmasked Estep 
Score: -10613852.000000 Penalty: 1126.159302
	Iteration 21Q: 3 clusters Score -1.061385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 236575 members 
Entering Unmasked Estep 
Score: -10613863.000000 Penalty: 1126.159302
	Iteration 22Q: 3 clusters Score -1.061386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 236560 members 
Entering Unmasked Estep 
Score: -10613872.000000 Penalty: 1126.159302
	Iteration 23Q: 3 clusters Score -1.061387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 236548 members 
Entering Unmasked Estep 
Score: -10613890.000000 Penalty: 1126.159302
	Iteration 24Q: 3 clusters Score -1.061389e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 236520 members 
Entering Unmasked Estep 
Score: -10613918.000000 Penalty: 1126.159302
	Iteration 25Q: 3 clusters Score -1.061392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 236487 members 
Entering Unmasked Estep 
Score: -10613928.000000 Penalty: 1126.159302
	Iteration 26Q: 3 clusters Score -1.061393e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 236453 members 
Entering Unmasked Estep 
Score: -10613949.000000 Penalty: 1126.159302
	Iteration 27Q: 3 clusters Score -1.061395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 236421 members 
Entering Unmasked Estep 
Score: -10613968.000000 Penalty: 1126.159302
	Iteration 28Q: 3 clusters Score -1.061397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 236401 members 
Entering Unmasked Estep 
Score: -10613973.000000 Penalty: 1126.159302
	Iteration 29Q: 3 clusters Score -1.061397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 236393 members 
Entering Unmasked Estep 
Score: -10613965.000000 Penalty: 1126.159302
	Iteration 30Q: 3 clusters Score -1.061396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 236388 members 
Entering Unmasked Estep 
Score: -10613980.000000 Penalty: 1126.159302
	Iteration 31Q: 3 clusters Score -1.061398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 236385 members 
Entering Unmasked Estep 
Score: -10613983.000000 Penalty: 1126.159302
	Iteration 32Q: 3 clusters Score -1.061398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 236379 members 
Entering Unmasked Estep 
Score: -10613994.000000 Penalty: 1126.159302
	Iteration 33Q: 3 clusters Score -1.061399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 236368 members 
Entering Unmasked Estep 
Score: -10613988.000000 Penalty: 1126.159302
	Iteration 34Q: 3 clusters Score -1.061399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 236363 members 
Entering Unmasked Estep 
Score: -10613993.000000 Penalty: 1126.159302
	Iteration 35Q: 3 clusters Score -1.061399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 236357 members 
Entering Unmasked Estep 
Score: -10613995.000000 Penalty: 1126.159302
	Iteration 36Q: 3 clusters Score -1.0614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 236350 members 
Entering Unmasked Estep 
Score: -10613994.000000 Penalty: 1126.159302
	Iteration 37Q: 3 clusters Score -1.061399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 236348 members 
Entering Unmasked Estep 
Score: -10613997.000000 Penalty: 1126.159302
	Iteration 38Q: 3 clusters Score -1.0614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 236344 members 
Entering Unmasked Estep 
Score: -10613993.000000 Penalty: 1126.159302
	Iteration 39Q: 3 clusters Score -1.061399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 236341 members 
Entering Unmasked Estep 
Score: -10614003.000000 Penalty: 1126.159302
	Iteration 40F: 3 clusters Score -1.0614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 236322 members 
Entering Unmasked Estep 
Score: -10614025.000000 Penalty: 1126.159302
	Iteration 41Q: 3 clusters Score -1.061402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 236309 members 
Entering Unmasked Estep 
Score: -10614031.000000 Penalty: 1126.159302
	Iteration 42Q: 3 clusters Score -1.061403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 236301 members 
Entering Unmasked Estep 
Score: -10614027.000000 Penalty: 1126.159302
	Iteration 43Q: 3 clusters Score -1.061403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 236294 members 
Entering Unmasked Estep 
Score: -10614018.000000 Penalty: 1126.159302
	Iteration 44Q: 3 clusters Score -1.061402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 236292 members 
Entering Unmasked Estep 
Score: -10614031.000000 Penalty: 1126.159302
	Iteration 45Q: 3 clusters Score -1.061403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 236290 members 
Entering Unmasked Estep 
Score: -10614026.000000 Penalty: 1126.159302
	Iteration 46Q: 3 clusters Score -1.061403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 236284 members 
Entering Unmasked Estep 
Score: -10614029.000000 Penalty: 1126.159302
	Iteration 47Q: 3 clusters Score -1.061403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 236284 members 
Entering Unmasked Estep 
Score: -10614038.000000 Penalty: 1126.159302
	Iteration 48Q: 3 clusters Score -1.061404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 236278 members 
Entering Unmasked Estep 
Score: -10614031.000000 Penalty: 1126.159302
	Iteration 49Q: 3 clusters Score -1.061403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 236273 members 
Entering Unmasked Estep 
Score: -10614040.000000 Penalty: 1126.159302
	Iteration 50Q: 3 clusters Score -1.061404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 236271 members 
Entering Unmasked Estep 
Score: -10614033.000000 Penalty: 1126.159302
	Iteration 51Q: 3 clusters Score -1.061403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 236267 members 
Entering Unmasked Estep 
Score: -10614035.000000 Penalty: 1126.159302
	Iteration 52Q: 3 clusters Score -1.061404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 236259 members 
Entering Unmasked Estep 
Score: -10614031.000000 Penalty: 1126.159302
	Iteration 53Q: 3 clusters Score -1.061403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 236248 members 
Entering Unmasked Estep 
Score: -10614038.000000 Penalty: 1126.159302
	Iteration 54Q: 3 clusters Score -1.061404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 236233 members 
Entering Unmasked Estep 
Score: -10614040.000000 Penalty: 1126.159302
	Iteration 55Q: 3 clusters Score -1.061404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 236221 members 
Entering Unmasked Estep 
Score: -10614042.000000 Penalty: 1126.159302
	Iteration 56Q: 3 clusters Score -1.061404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 236204 members 
Entering Unmasked Estep 
Score: -10614047.000000 Penalty: 1126.159302
	Iteration 57Q: 3 clusters Score -1.061405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 236191 members 
Entering Unmasked Estep 
Score: -10614063.000000 Penalty: 1126.159302
	Iteration 58Q: 3 clusters Score -1.061406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 236179 members 
Entering Unmasked Estep 
Score: -10614060.000000 Penalty: 1126.159302
	Iteration 59Q: 3 clusters Score -1.061406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 236170 members 
Entering Unmasked Estep 
Score: -10614056.000000 Penalty: 1126.159302
	Iteration 60F: 3 clusters Score -1.061406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 236160 members 
Entering Unmasked Estep 
Score: -10614069.000000 Penalty: 1126.159302
	Iteration 61Q: 3 clusters Score -1.061407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 236150 members 
Entering Unmasked Estep 
Score: -10614071.000000 Penalty: 1126.159302
	Iteration 62Q: 3 clusters Score -1.061407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 236146 members 
Entering Unmasked Estep 
Score: -10614072.000000 Penalty: 1126.159302
	Iteration 63Q: 3 clusters Score -1.061407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 236143 members 
Entering Unmasked Estep 
Score: -10614072.000000 Penalty: 1126.159302
	Iteration 64Q: 3 clusters Score -1.061407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 236139 members 
Entering Unmasked Estep 
Score: -10614075.000000 Penalty: 1126.159302
	Iteration 65Q: 3 clusters Score -1.061408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 236134 members 
Entering Unmasked Estep 
Score: -10614076.000000 Penalty: 1126.159302
	Iteration 66Q: 3 clusters Score -1.061408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 236130 members 
Entering Unmasked Estep 
Score: -10614075.000000 Penalty: 1126.159302
	Iteration 67Q: 3 clusters Score -1.061408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 236126 members 
Entering Unmasked Estep 
Score: -10614083.000000 Penalty: 1126.159302
	Iteration 68Q: 3 clusters Score -1.061408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 236125 members 
Entering Unmasked Estep 
Score: -10614089.000000 Penalty: 1126.159302
	Iteration 69Q: 3 clusters Score -1.061409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 236124 members 
Entering Unmasked Estep 
Score: -10614090.000000 Penalty: 1126.159302
	Iteration 70Q: 3 clusters Score -1.061409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 236122 members 
Entering Unmasked Estep 
Score: -10614096.000000 Penalty: 1126.159302
	Iteration 71Q: 3 clusters Score -1.06141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 236121 members 
Entering Unmasked Estep 
Score: -10614098.000000 Penalty: 1126.159302
	Iteration 72Q: 3 clusters Score -1.06141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 236119 members 
Entering Unmasked Estep 
Score: -10614096.000000 Penalty: 1126.159302
	Iteration 73Q: 3 clusters Score -1.06141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 236117 members 
Entering Unmasked Estep 
Score: -10614098.000000 Penalty: 1126.159302
	Iteration 74Q: 3 clusters Score -1.06141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 236116 members 
Entering Unmasked Estep 
Score: -10614099.000000 Penalty: 1126.159302
	Iteration 75Q: 3 clusters Score -1.06141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 236114 members 
Entering Unmasked Estep 
Score: -10614093.000000 Penalty: 1126.159302
	Iteration 76Q: 3 clusters Score -1.061409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 236111 members 
Entering Unmasked Estep 
Score: -10614096.000000 Penalty: 1126.159302
	Iteration 77Q: 3 clusters Score -1.06141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 236108 members 
Entering Unmasked Estep 
Score: -10614097.000000 Penalty: 1126.159302
	Iteration 78Q: 3 clusters Score -1.06141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 236106 members 
Entering Unmasked Estep 
Score: -10614101.000000 Penalty: 1126.159302
	Iteration 79Q: 3 clusters Score -1.06141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 236104 members 
Entering Unmasked Estep 
Score: -10614102.000000 Penalty: 1126.159302
	Iteration 80F: 3 clusters Score -1.06141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 236102 members 
Entering Unmasked Estep 
Score: -10614100.000000 Penalty: 1126.159302
	Iteration 81Q: 3 clusters Score -1.06141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 236099 members 
Entering Unmasked Estep 
Score: -10614104.000000 Penalty: 1126.159302
	Iteration 82Q: 3 clusters Score -1.06141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 236099 members 
Entering Unmasked Estep 
Score: -10614106.000000 Penalty: 1126.159302
	Iteration 83Q: 3 clusters Score -1.061411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 236099 members 
Entering Unmasked Estep 
Score: -10614107.000000 Penalty: 1126.159302
	Iteration 84Q: 3 clusters Score -1.061411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 236099 members 
Entering Unmasked Estep 
Score: -10614107.000000 Penalty: 1126.159302
	Iteration 85F: 3 clusters Score -1.061411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Entering Unmasked Estep 
Score: -976187.125000 Penalty: 456.235992
	Iteration 0F: 2 clusters Score -976187.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -961156.750000 Penalty: 912.471985
	Iteration 0F: 3 clusters Score -961156.8 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -967714.187500 Penalty: 912.471985
	Iteration 1F: 3 clusters Score -967714.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -968371.625000 Penalty: 912.471985
	Iteration 2Q: 3 clusters Score -968371.6 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -969262.687500 Penalty: 912.471985
	Iteration 3F: 3 clusters Score -969262.7 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -970451.562500 Penalty: 912.471985
	Iteration 4F: 3 clusters Score -970451.6 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -971860.875000 Penalty: 912.471985
	Iteration 5F: 3 clusters Score -971860.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -973220.500000 Penalty: 912.471985
	Iteration 6F: 3 clusters Score -973220.5 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -974175.812500 Penalty: 912.471985
	Iteration 7F: 3 clusters Score -974175.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -974582.375000 Penalty: 912.471985
	Iteration 8Q: 3 clusters Score -974582.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -974803.625000 Penalty: 912.471985
	Iteration 9Q: 3 clusters Score -974803.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -974969.250000 Penalty: 912.471985
	Iteration 10Q: 3 clusters Score -974969.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -975110.687500 Penalty: 912.471985
	Iteration 11Q: 3 clusters Score -975110.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -975208.062500 Penalty: 912.471985
	Iteration 12Q: 3 clusters Score -975208.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -975271.437500 Penalty: 912.471985
	Iteration 13Q: 3 clusters Score -975271.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -975327.875000 Penalty: 912.471985
	Iteration 14Q: 3 clusters Score -975327.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -975367.062500 Penalty: 912.471985
	Iteration 15Q: 3 clusters Score -975367.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -975383.000000 Penalty: 912.471985
	Iteration 16Q: 3 clusters Score -975383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -975396.875000 Penalty: 912.471985
	Iteration 17Q: 3 clusters Score -975396.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -975399.750000 Penalty: 912.471985
	Iteration 18Q: 3 clusters Score -975399.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -975406.312500 Penalty: 912.471985
	Iteration 19Q: 3 clusters Score -975406.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -975405.312500 Penalty: 912.471985
	Iteration 20F: 3 clusters Score -975405.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -975409.437500 Penalty: 912.471985
	Iteration 21Q: 3 clusters Score -975409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -975411.687500 Penalty: 912.471985
	Iteration 22Q: 3 clusters Score -975411.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -975408.750000 Penalty: 912.471985
	Iteration 23Q: 3 clusters Score -975408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -975408.000000 Penalty: 912.471985
	Iteration 24Q: 3 clusters Score -975408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -975406.000000 Penalty: 912.471985
	Iteration 25Q: 3 clusters Score -975406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -975406.625000 Penalty: 912.471985
	Iteration 26Q: 3 clusters Score -975406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -975406.937500 Penalty: 912.471985
	Iteration 27Q: 3 clusters Score -975406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -975408.062500 Penalty: 912.471985
	Iteration 28Q: 3 clusters Score -975408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -975409.187500 Penalty: 912.471985
	Iteration 29Q: 3 clusters Score -975409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -975408.812500 Penalty: 912.471985
	Iteration 30Q: 3 clusters Score -975408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -975408.562500 Penalty: 912.471985
	Iteration 31Q: 3 clusters Score -975408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -975409.250000 Penalty: 912.471985
	Iteration 32Q: 3 clusters Score -975409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -975408.375000 Penalty: 912.471985
	Iteration 33Q: 3 clusters Score -975408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -975408.562500 Penalty: 912.471985
	Iteration 34Q: 3 clusters Score -975408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -975408.125000 Penalty: 912.471985
	Iteration 35Q: 3 clusters Score -975408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -975408.375000 Penalty: 912.471985
	Iteration 36Q: 3 clusters Score -975408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -975409.437500 Penalty: 912.471985
	Iteration 37Q: 3 clusters Score -975409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -975409.750000 Penalty: 912.471985
	Iteration 38Q: 3 clusters Score -975409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -975411.125000 Penalty: 912.471985
	Iteration 39Q: 3 clusters Score -975411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -975409.937500 Penalty: 912.471985
	Iteration 40F: 3 clusters Score -975409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -975411.125000 Penalty: 912.471985
	Iteration 41Q: 3 clusters Score -975411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -975409.937500 Penalty: 912.471985
	Iteration 42Q: 3 clusters Score -975409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -975410.625000 Penalty: 912.471985
	Iteration 43Q: 3 clusters Score -975410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -975408.937500 Penalty: 912.471985
	Iteration 44Q: 3 clusters Score -975408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -975408.812500 Penalty: 912.471985
	Iteration 45Q: 3 clusters Score -975408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -975409.187500 Penalty: 912.471985
	Iteration 46Q: 3 clusters Score -975409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -975409.312500 Penalty: 912.471985
	Iteration 47Q: 3 clusters Score -975409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -975409.125000 Penalty: 912.471985
	Iteration 48Q: 3 clusters Score -975409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -975409.250000 Penalty: 912.471985
	Iteration 49Q: 3 clusters Score -975409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -975409.625000 Penalty: 912.471985
	Iteration 50Q: 3 clusters Score -975409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -975409.812500 Penalty: 912.471985
	Iteration 51Q: 3 clusters Score -975409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -975409.687500 Penalty: 912.471985
	Iteration 52Q: 3 clusters Score -975409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -975409.812500 Penalty: 912.471985
	Iteration 53Q: 3 clusters Score -975409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -975411.437500 Penalty: 912.471985
	Iteration 54Q: 3 clusters Score -975411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -975410.187500 Penalty: 912.471985
	Iteration 55Q: 3 clusters Score -975410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -975408.375000 Penalty: 912.471985
	Iteration 56Q: 3 clusters Score -975408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -975408.937500 Penalty: 912.471985
	Iteration 57Q: 3 clusters Score -975408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -975409.187500 Penalty: 912.471985
	Iteration 58Q: 3 clusters Score -975409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -975407.562500 Penalty: 912.471985
	Iteration 59Q: 3 clusters Score -975407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -975408.062500 Penalty: 912.471985
	Iteration 60F: 3 clusters Score -975408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -25301.484375 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -25301.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24723.427734 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -24723.43 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24940.388672 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -24940.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24990.322266 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -24990.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25030.878906 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -25030.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25067.839844 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -25067.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25104.962891 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -25104.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25145.333984 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -25145.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25187.666016 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -25187.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25212.478516 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -25212.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -25225.626953 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -25225.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -25240.218750 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -25240.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -25246.285156 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -25246.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -25254.837891 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -25254.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -25258.583984 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -25258.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -25258.583984 Penalty: 594.970703
	Iteration 14F: 3 clusters Score -25258.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Entering Unmasked Estep 
Score: -1701248.625000 Penalty: 484.441498
	Iteration 0F: 2 clusters Score -1701249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1673050.500000 Penalty: 968.882996
	Iteration 0F: 3 clusters Score -1673050 nChanged 20343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1686473.625000 Penalty: 968.882996
	Iteration 1F: 3 clusters Score -1686474 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1687941.625000 Penalty: 968.882996
	Iteration 2F: 3 clusters Score -1687942 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1689641.750000 Penalty: 968.882996
	Iteration 3F: 3 clusters Score -1689642 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1691216.750000 Penalty: 968.882996
	Iteration 4F: 3 clusters Score -1691217 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1692408.500000 Penalty: 968.882996
	Iteration 5F: 3 clusters Score -1692408 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1693298.500000 Penalty: 968.882996
	Iteration 6Q: 3 clusters Score -1693298 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1693961.375000 Penalty: 968.882996
	Iteration 7Q: 3 clusters Score -1693961 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1694523.250000 Penalty: 968.882996
	Iteration 8Q: 3 clusters Score -1694523 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1694936.250000 Penalty: 968.882996
	Iteration 9Q: 3 clusters Score -1694936 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1695231.000000 Penalty: 968.882996
	Iteration 10Q: 3 clusters Score -1695231 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1695434.000000 Penalty: 968.882996
	Iteration 11Q: 3 clusters Score -1695434 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1695585.500000 Penalty: 968.882996
	Iteration 12Q: 3 clusters Score -1695586 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1695721.875000 Penalty: 968.882996
	Iteration 13Q: 3 clusters Score -1695722 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1695854.000000 Penalty: 968.882996
	Iteration 14Q: 3 clusters Score -1695854 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1696005.875000 Penalty: 968.882996
	Iteration 15Q: 3 clusters Score -1696006 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1696459 nChanged 521
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Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1696622 nChanged 559
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Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 13461 members 
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	Iteration 20F: 3 clusters Score -1696827 nChanged 595
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Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 12968 members 
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	Iteration 21Q: 3 clusters Score -1697075 nChanged 605
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Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1697328 nChanged 619
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Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1697574 nChanged 654
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Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1698438 nChanged 650
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Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1698752 nChanged 638
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Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1699063 nChanged 594
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Mstep: Class 1 contains 33731 members 
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	Iteration 29Q: 3 clusters Score -1699319 nChanged 562
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Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1699557 nChanged 520
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Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1699757 nChanged 448
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Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1699904 nChanged 419
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Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1700044 nChanged 388
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Mstep: Class 1 contains 36030 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5716 members 
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Mstep: Class 2 contains 5391 members 
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Mstep: Class 2 contains 5076 members 
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	Iteration 37Q: 3 clusters Score -1700408 nChanged 252
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Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 4566 members 
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	Iteration 39Q: 3 clusters Score -1700539 nChanged 252
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Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 4314 members 
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	Iteration 40F: 3 clusters Score -1700617 nChanged 259
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Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 4055 members 
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	Iteration 41Q: 3 clusters Score -1700682 nChanged 244
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Mstep: Class 2 contains 2707 members 
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	Iteration 49Q: 3 clusters Score -1700981 nChanged 108
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Mstep: Class 2 contains 2599 members 
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	Iteration 50Q: 3 clusters Score -1700997 nChanged 106
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	Iteration 51Q: 3 clusters Score -1701019 nChanged 95
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	Iteration 52Q: 3 clusters Score -1701037 nChanged 76
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Mstep: Class 1 contains 39747 members 
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	Iteration 53Q: 3 clusters Score -1701042 nChanged 65
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Mstep: Class 1 contains 39812 members 
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	Iteration 54Q: 3 clusters Score -1701049 nChanged 73
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Mstep: Class 1 contains 39885 members 
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	Iteration 55Q: 3 clusters Score -1701062 nChanged 72
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Mstep: Class 1 contains 39953 members 
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	Iteration 56Q: 3 clusters Score -1701072 nChanged 64
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Mstep: Class 1 contains 40015 members 
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	Iteration 57Q: 3 clusters Score -1701080 nChanged 52
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	Iteration 58Q: 3 clusters Score -1701084 nChanged 53
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Mstep: Class 1 contains 40120 members 
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	Iteration 59Q: 3 clusters Score -1701090 nChanged 45
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	Iteration 60F: 3 clusters Score -1701095 nChanged 43
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Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1861 members 
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	Iteration 61Q: 3 clusters Score -1701105 nChanged 46
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Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1815 members 
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	Iteration 62Q: 3 clusters Score -1701112 nChanged 43
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Mstep: Class 1 contains 40297 members 
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	Iteration 63Q: 3 clusters Score -1701121 nChanged 41
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Mstep: Class 1 contains 40338 members 
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	Iteration 64Q: 3 clusters Score -1701127 nChanged 31
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Mstep: Class 1 contains 40369 members 
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	Iteration 65Q: 3 clusters Score -1701133 nChanged 23
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Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1677 members 
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	Iteration 66Q: 3 clusters Score -1701136 nChanged 22
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Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1655 members 
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	Iteration 67Q: 3 clusters Score -1701140 nChanged 23
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Mstep: Class 1 contains 40437 members 
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	Iteration 68Q: 3 clusters Score -1701137 nChanged 25
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Mstep: Class 1 contains 40462 members 
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	Iteration 69Q: 3 clusters Score -1701140 nChanged 22
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Mstep: Class 1 contains 40482 members 
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	Iteration 70Q: 3 clusters Score -1701147 nChanged 21
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	Iteration 71Q: 3 clusters Score -1701148 nChanged 14
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Mstep: Class 1 contains 40517 members 
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	Iteration 72Q: 3 clusters Score -1701150 nChanged 17
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Mstep: Class 1 contains 40534 members 
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	Iteration 73Q: 3 clusters Score -1701154 nChanged 18
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Mstep: Class 1 contains 40552 members 
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	Iteration 74Q: 3 clusters Score -1701157 nChanged 9
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Mstep: Class 1 contains 40561 members 
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	Iteration 75Q: 3 clusters Score -1701157 nChanged 7
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Mstep: Class 1 contains 40568 members 
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	Iteration 76Q: 3 clusters Score -1701158 nChanged 9
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Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1492 members 
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	Iteration 77Q: 3 clusters Score -1701159 nChanged 8
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Mstep: Class 1 contains 40583 members 
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	Iteration 78Q: 3 clusters Score -1701162 nChanged 11
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Mstep: Class 1 contains 40592 members 
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	Iteration 79Q: 3 clusters Score -1701160 nChanged 8
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Mstep: Class 1 contains 40600 members 
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	Iteration 80F: 3 clusters Score -1701160 nChanged 6
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Mstep: Class 1 contains 40606 members 
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	Iteration 81Q: 3 clusters Score -1701160 nChanged 8
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Mstep: Class 1 contains 40612 members 
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	Iteration 82Q: 3 clusters Score -1701157 nChanged 10
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Mstep: Class 1 contains 40622 members 
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	Iteration 83Q: 3 clusters Score -1701162 nChanged 10
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Mstep: Class 1 contains 40632 members 
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	Iteration 84Q: 3 clusters Score -1701165 nChanged 17
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Mstep: Class 1 contains 40647 members 
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	Iteration 85Q: 3 clusters Score -1701166 nChanged 14
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Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1410 members 
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	Iteration 86Q: 3 clusters Score -1701168 nChanged 11
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Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1399 members 
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	Iteration 87Q: 3 clusters Score -1701173 nChanged 12
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Mstep: Class 1 contains 40676 members 
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	Iteration 88Q: 3 clusters Score -1701172 nChanged 11
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	Iteration 89Q: 3 clusters Score -1701173 nChanged 16
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Mstep: Class 2 contains 1368 members 
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	Iteration 90Q: 3 clusters Score -1701172 nChanged 12
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Mstep: Class 1 contains 40711 members 
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	Iteration 91Q: 3 clusters Score -1701176 nChanged 19
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Mstep: Class 1 contains 40728 members 
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	Iteration 92Q: 3 clusters Score -1701183 nChanged 23
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	Iteration 93Q: 3 clusters Score -1701180 nChanged 20
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	Iteration 94Q: 3 clusters Score -1701183 nChanged 24
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	Iteration 95Q: 3 clusters Score -1701184 nChanged 19
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	Iteration 96Q: 3 clusters Score -1701182 nChanged 14
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	Iteration 97Q: 3 clusters Score -1701184 nChanged 17
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	Iteration 98Q: 3 clusters Score -1701187 nChanged 14
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	Iteration 99Q: 3 clusters Score -1701189 nChanged 17
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	Iteration 100F: 3 clusters Score -1701192 nChanged 16
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Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1197 members 
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	Iteration 101Q: 3 clusters Score -1701200 nChanged 16
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Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1183 members 
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	Iteration 102Q: 3 clusters Score -1701198 nChanged 8
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Mstep: Class 1 contains 40892 members 
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	Iteration 103Q: 3 clusters Score -1701200 nChanged 10
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Mstep: Class 1 contains 40900 members 
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	Iteration 104Q: 3 clusters Score -1701200 nChanged 8
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Mstep: Class 1 contains 40904 members 
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	Iteration 105Q: 3 clusters Score -1701200 nChanged 8
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	Iteration 106Q: 3 clusters Score -1701200 nChanged 3
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	Iteration 107Q: 3 clusters Score -1701200 nChanged 0
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Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -1701200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Entering Unmasked Estep 
Score: -1613357.750000 Penalty: 478.195740
	Iteration 0F: 2 clusters Score -1613358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1588725.000000 Penalty: 956.391479
	Iteration 0F: 3 clusters Score -1588725 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1598823.000000 Penalty: 956.391479
	Iteration 1F: 3 clusters Score -1598823 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1599133.750000 Penalty: 956.391479
	Iteration 2Q: 3 clusters Score -1599134 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1599488.500000 Penalty: 956.391479
	Iteration 3Q: 3 clusters Score -1599488 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1599867.500000 Penalty: 956.391479
	Iteration 4Q: 3 clusters Score -1599868 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1600347.625000 Penalty: 956.391479
	Iteration 5Q: 3 clusters Score -1600348 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -1601059.125000 Penalty: 956.391479
	Iteration 6Q: 3 clusters Score -1601059 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -1602168.625000 Penalty: 956.391479
	Iteration 7F: 3 clusters Score -1602169 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -1603956.875000 Penalty: 956.391479
	Iteration 8F: 3 clusters Score -1603957 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -1606379.750000 Penalty: 956.391479
	Iteration 9F: 3 clusters Score -1606380 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -1608964.750000 Penalty: 956.391479
	Iteration 10F: 3 clusters Score -1608965 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -1610936.500000 Penalty: 956.391479
	Iteration 11F: 3 clusters Score -1610936 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -1612024.375000 Penalty: 956.391479
	Iteration 12Q: 3 clusters Score -1612024 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -1612487.500000 Penalty: 956.391479
	Iteration 13Q: 3 clusters Score -1612488 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -1612677.250000 Penalty: 956.391479
	Iteration 14Q: 3 clusters Score -1612677 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -1612796.625000 Penalty: 956.391479
	Iteration 15Q: 3 clusters Score -1612797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -1612857.375000 Penalty: 956.391479
	Iteration 16Q: 3 clusters Score -1612857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -1612883.625000 Penalty: 956.391479
	Iteration 17Q: 3 clusters Score -1612884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -1612905.375000 Penalty: 956.391479
	Iteration 18Q: 3 clusters Score -1612905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -1612925.125000 Penalty: 956.391479
	Iteration 19Q: 3 clusters Score -1612925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -1612929.875000 Penalty: 956.391479
	Iteration 20F: 3 clusters Score -1612930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -1612938.000000 Penalty: 956.391479
	Iteration 21Q: 3 clusters Score -1612938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -1612944.500000 Penalty: 956.391479
	Iteration 22Q: 3 clusters Score -1612944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -1612948.625000 Penalty: 956.391479
	Iteration 23Q: 3 clusters Score -1612949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -1612952.750000 Penalty: 956.391479
	Iteration 24Q: 3 clusters Score -1612953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -1612957.875000 Penalty: 956.391479
	Iteration 25Q: 3 clusters Score -1612958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -1612962.125000 Penalty: 956.391479
	Iteration 26Q: 3 clusters Score -1612962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -1612965.375000 Penalty: 956.391479
	Iteration 27Q: 3 clusters Score -1612965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -1612966.750000 Penalty: 956.391479
	Iteration 28Q: 3 clusters Score -1612967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -1612966.750000 Penalty: 956.391479
	Iteration 29F: 3 clusters Score -1612967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -83667.906250 Penalty: 343.363312
	Iteration 0F: 2 clusters Score -83667.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -82296.156250 Penalty: 686.726624
	Iteration 0F: 3 clusters Score -82296.16 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -82707.421875 Penalty: 686.726624
	Iteration 1F: 3 clusters Score -82707.42 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82787.546875 Penalty: 686.726624
	Iteration 2F: 3 clusters Score -82787.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82860.773438 Penalty: 686.726624
	Iteration 3F: 3 clusters Score -82860.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82952.664062 Penalty: 686.726624
	Iteration 4F: 3 clusters Score -82952.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83047.687500 Penalty: 686.726624
	Iteration 5F: 3 clusters Score -83047.69 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83122.296875 Penalty: 686.726624
	Iteration 6F: 3 clusters Score -83122.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83184.218750 Penalty: 686.726624
	Iteration 7Q: 3 clusters Score -83184.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83251.476562 Penalty: 686.726624
	Iteration 8Q: 3 clusters Score -83251.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83307.085938 Penalty: 686.726624
	Iteration 9Q: 3 clusters Score -83307.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83335.281250 Penalty: 686.726624
	Iteration 10Q: 3 clusters Score -83335.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83348.539062 Penalty: 686.726624
	Iteration 11Q: 3 clusters Score -83348.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83354.117188 Penalty: 686.726624
	Iteration 12Q: 3 clusters Score -83354.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83360.656250 Penalty: 686.726624
	Iteration 13Q: 3 clusters Score -83360.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83365.546875 Penalty: 686.726624
	Iteration 14Q: 3 clusters Score -83365.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83371.351562 Penalty: 686.726624
	Iteration 15Q: 3 clusters Score -83371.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83374.960938 Penalty: 686.726624
	Iteration 16Q: 3 clusters Score -83374.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83375.406250 Penalty: 686.726624
	Iteration 17Q: 3 clusters Score -83375.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83378.460938 Penalty: 686.726624
	Iteration 18Q: 3 clusters Score -83378.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83380.328125 Penalty: 686.726624
	Iteration 19Q: 3 clusters Score -83380.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83381.843750 Penalty: 686.726624
	Iteration 20F: 3 clusters Score -83381.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83383.335938 Penalty: 686.726624
	Iteration 21Q: 3 clusters Score -83383.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83385.218750 Penalty: 686.726624
	Iteration 22Q: 3 clusters Score -83385.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83388.921875 Penalty: 686.726624
	Iteration 23Q: 3 clusters Score -83388.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83390.953125 Penalty: 686.726624
	Iteration 24Q: 3 clusters Score -83390.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83391.835938 Penalty: 686.726624
	Iteration 25Q: 3 clusters Score -83391.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83392.851562 Penalty: 686.726624
	Iteration 26Q: 3 clusters Score -83392.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83394.000000 Penalty: 686.726624
	Iteration 27Q: 3 clusters Score -83394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83394.625000 Penalty: 686.726624
	Iteration 28Q: 3 clusters Score -83394.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83395.539062 Penalty: 686.726624
	Iteration 29Q: 3 clusters Score -83395.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83396.937500 Penalty: 686.726624
	Iteration 30Q: 3 clusters Score -83396.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83399.843750 Penalty: 686.726624
	Iteration 31Q: 3 clusters Score -83399.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83404.296875 Penalty: 686.726624
	Iteration 32Q: 3 clusters Score -83404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83408.734375 Penalty: 686.726624
	Iteration 33Q: 3 clusters Score -83408.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83411.539062 Penalty: 686.726624
	Iteration 34Q: 3 clusters Score -83411.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83413.156250 Penalty: 686.726624
	Iteration 35Q: 3 clusters Score -83413.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83413.843750 Penalty: 686.726624
	Iteration 36Q: 3 clusters Score -83413.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83413.843750 Penalty: 686.726624
	Iteration 37F: 3 clusters Score -83413.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Entering Unmasked Estep 
Score: -678604.062500 Penalty: 439.553802
	Iteration 0F: 2 clusters Score -678604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -668107.625000 Penalty: 879.107605
	Iteration 0F: 3 clusters Score -668107.6 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -672528.500000 Penalty: 879.107605
	Iteration 1F: 3 clusters Score -672528.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -672960.937500 Penalty: 879.107605
	Iteration 2F: 3 clusters Score -672960.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -673508.062500 Penalty: 879.107605
	Iteration 3F: 3 clusters Score -673508.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -674157.687500 Penalty: 879.107605
	Iteration 4F: 3 clusters Score -674157.7 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -674882.625000 Penalty: 879.107605
	Iteration 5F: 3 clusters Score -674882.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -675477.000000 Penalty: 879.107605
	Iteration 6F: 3 clusters Score -675477 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -675813.937500 Penalty: 879.107605
	Iteration 7Q: 3 clusters Score -675813.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -675991.125000 Penalty: 879.107605
	Iteration 8Q: 3 clusters Score -675991.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -676097.687500 Penalty: 879.107605
	Iteration 9Q: 3 clusters Score -676097.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -676175.562500 Penalty: 879.107605
	Iteration 10Q: 3 clusters Score -676175.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -676239.312500 Penalty: 879.107605
	Iteration 11Q: 3 clusters Score -676239.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -676317.000000 Penalty: 879.107605
	Iteration 12Q: 3 clusters Score -676317 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -676384.687500 Penalty: 879.107605
	Iteration 13Q: 3 clusters Score -676384.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -676468.625000 Penalty: 879.107605
	Iteration 14Q: 3 clusters Score -676468.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -676563.875000 Penalty: 879.107605
	Iteration 15Q: 3 clusters Score -676563.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -676657.812500 Penalty: 879.107605
	Iteration 16Q: 3 clusters Score -676657.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -676770.562500 Penalty: 879.107605
	Iteration 17Q: 3 clusters Score -676770.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -676892.937500 Penalty: 879.107605
	Iteration 18Q: 3 clusters Score -676892.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -677012.625000 Penalty: 879.107605
	Iteration 19Q: 3 clusters Score -677012.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -677151.312500 Penalty: 879.107605
	Iteration 20F: 3 clusters Score -677151.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -677294.687500 Penalty: 879.107605
	Iteration 21Q: 3 clusters Score -677294.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -677432.437500 Penalty: 879.107605
	Iteration 22Q: 3 clusters Score -677432.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -677547.125000 Penalty: 879.107605
	Iteration 23Q: 3 clusters Score -677547.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -677651.687500 Penalty: 879.107605
	Iteration 24Q: 3 clusters Score -677651.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -677756.562500 Penalty: 879.107605
	Iteration 25Q: 3 clusters Score -677756.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -677854.125000 Penalty: 879.107605
	Iteration 26Q: 3 clusters Score -677854.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -677928.687500 Penalty: 879.107605
	Iteration 27Q: 3 clusters Score -677928.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -678005.125000 Penalty: 879.107605
	Iteration 28Q: 3 clusters Score -678005.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -678068.812500 Penalty: 879.107605
	Iteration 29Q: 3 clusters Score -678068.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -678105.750000 Penalty: 879.107605
	Iteration 30Q: 3 clusters Score -678105.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -678126.375000 Penalty: 879.107605
	Iteration 31Q: 3 clusters Score -678126.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -678146.875000 Penalty: 879.107605
	Iteration 32Q: 3 clusters Score -678146.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -678166.437500 Penalty: 879.107605
	Iteration 33Q: 3 clusters Score -678166.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -678177.875000 Penalty: 879.107605
	Iteration 34Q: 3 clusters Score -678177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -678185.187500 Penalty: 879.107605
	Iteration 35Q: 3 clusters Score -678185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -678190.687500 Penalty: 879.107605
	Iteration 36Q: 3 clusters Score -678190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -678196.375000 Penalty: 879.107605
	Iteration 37Q: 3 clusters Score -678196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -678199.437500 Penalty: 879.107605
	Iteration 38Q: 3 clusters Score -678199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -678202.875000 Penalty: 879.107605
	Iteration 39Q: 3 clusters Score -678202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -678204.750000 Penalty: 879.107605
	Iteration 40F: 3 clusters Score -678204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -678206.000000 Penalty: 879.107605
	Iteration 41Q: 3 clusters Score -678206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -678208.875000 Penalty: 879.107605
	Iteration 42Q: 3 clusters Score -678208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -678212.500000 Penalty: 879.107605
	Iteration 43Q: 3 clusters Score -678212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -678215.375000 Penalty: 879.107605
	Iteration 44Q: 3 clusters Score -678215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -678219.125000 Penalty: 879.107605
	Iteration 45Q: 3 clusters Score -678219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -678219.750000 Penalty: 879.107605
	Iteration 46Q: 3 clusters Score -678219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -678219.937500 Penalty: 879.107605
	Iteration 47Q: 3 clusters Score -678219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -678220.812500 Penalty: 879.107605
	Iteration 48Q: 3 clusters Score -678220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -678221.312500 Penalty: 879.107605
	Iteration 49Q: 3 clusters Score -678221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -678222.187500 Penalty: 879.107605
	Iteration 50Q: 3 clusters Score -678222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -678222.625000 Penalty: 879.107605
	Iteration 51Q: 3 clusters Score -678222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -678222.937500 Penalty: 879.107605
	Iteration 52Q: 3 clusters Score -678222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -678222.937500 Penalty: 879.107605
	Iteration 53F: 3 clusters Score -678222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -198110.625000 Penalty: 384.337830
	Iteration 0F: 2 clusters Score -198110.6 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 2363 members 
Entering Unmasked Estep 
Score: -194961.046875 Penalty: 768.675659
	Iteration 0F: 3 clusters Score -194961 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -196183.562500 Penalty: 768.675659
	Iteration 1F: 3 clusters Score -196183.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -196404.218750 Penalty: 768.675659
	Iteration 2F: 3 clusters Score -196404.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -196615.968750 Penalty: 768.675659
	Iteration 3F: 3 clusters Score -196616 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -196864.015625 Penalty: 768.675659
	Iteration 4F: 3 clusters Score -196864 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -197099.984375 Penalty: 768.675659
	Iteration 5F: 3 clusters Score -197100 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -197241.703125 Penalty: 768.675659
	Iteration 6Q: 3 clusters Score -197241.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -197316.890625 Penalty: 768.675659
	Iteration 7Q: 3 clusters Score -197316.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -197364.265625 Penalty: 768.675659
	Iteration 8Q: 3 clusters Score -197364.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -197396.984375 Penalty: 768.675659
	Iteration 9Q: 3 clusters Score -197397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -197417.843750 Penalty: 768.675659
	Iteration 10Q: 3 clusters Score -197417.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -197435.296875 Penalty: 768.675659
	Iteration 11Q: 3 clusters Score -197435.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -197447.468750 Penalty: 768.675659
	Iteration 12Q: 3 clusters Score -197447.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -197457.109375 Penalty: 768.675659
	Iteration 13Q: 3 clusters Score -197457.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -197464.437500 Penalty: 768.675659
	Iteration 14Q: 3 clusters Score -197464.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -197470.890625 Penalty: 768.675659
	Iteration 15Q: 3 clusters Score -197470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -197475.406250 Penalty: 768.675659
	Iteration 16Q: 3 clusters Score -197475.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -197480.796875 Penalty: 768.675659
	Iteration 17Q: 3 clusters Score -197480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -197485.984375 Penalty: 768.675659
	Iteration 18Q: 3 clusters Score -197486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -197493.734375 Penalty: 768.675659
	Iteration 19Q: 3 clusters Score -197493.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -197503.406250 Penalty: 768.675659
	Iteration 20F: 3 clusters Score -197503.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -197511.875000 Penalty: 768.675659
	Iteration 21Q: 3 clusters Score -197511.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -197520.031250 Penalty: 768.675659
	Iteration 22Q: 3 clusters Score -197520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -197525.968750 Penalty: 768.675659
	Iteration 23Q: 3 clusters Score -197526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -197537.140625 Penalty: 768.675659
	Iteration 24Q: 3 clusters Score -197537.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -197550.734375 Penalty: 768.675659
	Iteration 25Q: 3 clusters Score -197550.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -197565.984375 Penalty: 768.675659
	Iteration 26Q: 3 clusters Score -197566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -197580.578125 Penalty: 768.675659
	Iteration 27Q: 3 clusters Score -197580.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -197588.796875 Penalty: 768.675659
	Iteration 28Q: 3 clusters Score -197588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -197598.640625 Penalty: 768.675659
	Iteration 29Q: 3 clusters Score -197598.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -197612.312500 Penalty: 768.675659
	Iteration 30Q: 3 clusters Score -197612.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -197628.000000 Penalty: 768.675659
	Iteration 31Q: 3 clusters Score -197628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -197645.984375 Penalty: 768.675659
	Iteration 32Q: 3 clusters Score -197646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -197661.109375 Penalty: 768.675659
	Iteration 33Q: 3 clusters Score -197661.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -197676.359375 Penalty: 768.675659
	Iteration 34Q: 3 clusters Score -197676.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -197695.687500 Penalty: 768.675659
	Iteration 35Q: 3 clusters Score -197695.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -197716.375000 Penalty: 768.675659
	Iteration 36Q: 3 clusters Score -197716.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -197730.953125 Penalty: 768.675659
	Iteration 37Q: 3 clusters Score -197731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -197739.703125 Penalty: 768.675659
	Iteration 38Q: 3 clusters Score -197739.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -197746.890625 Penalty: 768.675659
	Iteration 39Q: 3 clusters Score -197746.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -197757.265625 Penalty: 768.675659
	Iteration 40F: 3 clusters Score -197757.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -197764.734375 Penalty: 768.675659
	Iteration 41Q: 3 clusters Score -197764.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -197770.750000 Penalty: 768.675659
	Iteration 42Q: 3 clusters Score -197770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -197777.531250 Penalty: 768.675659
	Iteration 43Q: 3 clusters Score -197777.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -197785.203125 Penalty: 768.675659
	Iteration 44Q: 3 clusters Score -197785.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -197790.234375 Penalty: 768.675659
	Iteration 45Q: 3 clusters Score -197790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -197795.218750 Penalty: 768.675659
	Iteration 46Q: 3 clusters Score -197795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -197802.406250 Penalty: 768.675659
	Iteration 47Q: 3 clusters Score -197802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -197808.312500 Penalty: 768.675659
	Iteration 48Q: 3 clusters Score -197808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -197815.265625 Penalty: 768.675659
	Iteration 49Q: 3 clusters Score -197815.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -197819.828125 Penalty: 768.675659
	Iteration 50Q: 3 clusters Score -197819.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -197823.968750 Penalty: 768.675659
	Iteration 51Q: 3 clusters Score -197824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -197828.359375 Penalty: 768.675659
	Iteration 52Q: 3 clusters Score -197828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -197829.953125 Penalty: 768.675659
	Iteration 53Q: 3 clusters Score -197830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -197830.453125 Penalty: 768.675659
	Iteration 54Q: 3 clusters Score -197830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -197831.406250 Penalty: 768.675659
	Iteration 55Q: 3 clusters Score -197831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -197832.000000 Penalty: 768.675659
	Iteration 56Q: 3 clusters Score -197832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -197832.265625 Penalty: 768.675659
	Iteration 57Q: 3 clusters Score -197832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -197833.125000 Penalty: 768.675659
	Iteration 58Q: 3 clusters Score -197833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -197835.375000 Penalty: 768.675659
	Iteration 59Q: 3 clusters Score -197835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -197837.265625 Penalty: 768.675659
	Iteration 60F: 3 clusters Score -197837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -197838.578125 Penalty: 768.675659
	Iteration 61Q: 3 clusters Score -197838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -197839.718750 Penalty: 768.675659
	Iteration 62Q: 3 clusters Score -197839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -197840.734375 Penalty: 768.675659
	Iteration 63Q: 3 clusters Score -197840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -197841.921875 Penalty: 768.675659
	Iteration 64Q: 3 clusters Score -197841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -197842.343750 Penalty: 768.675659
	Iteration 65Q: 3 clusters Score -197842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -197842.765625 Penalty: 768.675659
	Iteration 66Q: 3 clusters Score -197842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -197842.765625 Penalty: 768.675659
	Iteration 67F: 3 clusters Score -197842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (279013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279013 members 
Entering Unmasked Estep 
Score: -12172357.000000 Penalty: 570.525146
	Iteration 0F: 2 clusters Score -1.217236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -11982372.000000 Penalty: 1141.050293
	Iteration 0F: 3 clusters Score -1.198237e+07 nChanged 137625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -12065181.000000 Penalty: 1141.050293
	Iteration 1F: 3 clusters Score -1.206518e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -12066947.000000 Penalty: 1141.050293
	Iteration 2Q: 3 clusters Score -1.206695e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -12069778.000000 Penalty: 1141.050293
	Iteration 3Q: 3 clusters Score -1.206978e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -12073994.000000 Penalty: 1141.050293
	Iteration 4Q: 3 clusters Score -1.207399e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -12080188.000000 Penalty: 1141.050293
	Iteration 5Q: 3 clusters Score -1.208019e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188698 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -12089907.000000 Penalty: 1141.050293
	Iteration 6F: 3 clusters Score -1.208991e+07 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206712 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -12104567.000000 Penalty: 1141.050293
	Iteration 7F: 3 clusters Score -1.210457e+07 nChanged 20485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12122844.000000 Penalty: 1141.050293
	Iteration 8F: 3 clusters Score -1.212284e+07 nChanged 18895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245330 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -12141080.000000 Penalty: 1141.050293
	Iteration 9F: 3 clusters Score -1.214108e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259820 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -12155519.000000 Penalty: 1141.050293
	Iteration 10F: 3 clusters Score -1.215552e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268953 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -12163983.000000 Penalty: 1141.050293
	Iteration 11Q: 3 clusters Score -1.216398e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273655 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -12168120.000000 Penalty: 1141.050293
	Iteration 12Q: 3 clusters Score -1.216812e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276055 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -12170103.000000 Penalty: 1141.050293
	Iteration 13Q: 3 clusters Score -1.21701e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277289 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -12171059.000000 Penalty: 1141.050293
	Iteration 14Q: 3 clusters Score -1.217106e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277924 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12171450.000000 Penalty: 1141.050293
	Iteration 15Q: 3 clusters Score -1.217145e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278262 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12171617.000000 Penalty: 1141.050293
	Iteration 16Q: 3 clusters Score -1.217162e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278460 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12171748.000000 Penalty: 1141.050293
	Iteration 17Q: 3 clusters Score -1.217175e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12171831.000000 Penalty: 1141.050293
	Iteration 18Q: 3 clusters Score -1.217183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278624 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12171873.000000 Penalty: 1141.050293
	Iteration 19Q: 3 clusters Score -1.217187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12171905.000000 Penalty: 1141.050293
	Iteration 20F: 3 clusters Score -1.21719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278657 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12171935.000000 Penalty: 1141.050293
	Iteration 21Q: 3 clusters Score -1.217194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278658 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12171952.000000 Penalty: 1141.050293
	Iteration 22Q: 3 clusters Score -1.217195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278656 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12171966.000000 Penalty: 1141.050293
	Iteration 23Q: 3 clusters Score -1.217197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278653 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12171957.000000 Penalty: 1141.050293
	Iteration 24Q: 3 clusters Score -1.217196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278650 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12171958.000000 Penalty: 1141.050293
	Iteration 25Q: 3 clusters Score -1.217196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278644 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12171967.000000 Penalty: 1141.050293
	Iteration 26Q: 3 clusters Score -1.217197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12171979.000000 Penalty: 1141.050293
	Iteration 27Q: 3 clusters Score -1.217198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12171991.000000 Penalty: 1141.050293
	Iteration 28Q: 3 clusters Score -1.217199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12171998.000000 Penalty: 1141.050293
	Iteration 29Q: 3 clusters Score -1.2172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278640 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12172010.000000 Penalty: 1141.050293
	Iteration 30Q: 3 clusters Score -1.217201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278645 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12172019.000000 Penalty: 1141.050293
	Iteration 31Q: 3 clusters Score -1.217202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278644 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12172011.000000 Penalty: 1141.050293
	Iteration 32Q: 3 clusters Score -1.217201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278644 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12172014.000000 Penalty: 1141.050293
	Iteration 33Q: 3 clusters Score -1.217201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278643 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12172015.000000 Penalty: 1141.050293
	Iteration 34Q: 3 clusters Score -1.217202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278643 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12172015.000000 Penalty: 1141.050293
	Iteration 35F: 3 clusters Score -1.217202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -376562.093750 Penalty: 413.717041
	Iteration 0F: 2 clusters Score -376562.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -370642.250000 Penalty: 827.434082
	Iteration 0F: 3 clusters Score -370642.2 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -373613.000000 Penalty: 827.434082
	Iteration 1F: 3 clusters Score -373613 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -375043.468750 Penalty: 827.434082
	Iteration 2F: 3 clusters Score -375043.5 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -376327.656250 Penalty: 827.434082
	Iteration 3F: 3 clusters Score -376327.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -377029.343750 Penalty: 827.434082
	Iteration 4F: 3 clusters Score -377029.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -377340.343750 Penalty: 827.434082
	Iteration 5Q: 3 clusters Score -377340.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -377436.093750 Penalty: 827.434082
	Iteration 6Q: 3 clusters Score -377436.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -377457.687500 Penalty: 827.434082
	Iteration 7Q: 3 clusters Score -377457.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -377464.437500 Penalty: 827.434082
	Iteration 8Q: 3 clusters Score -377464.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -377467.437500 Penalty: 827.434082
	Iteration 9Q: 3 clusters Score -377467.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -377471.375000 Penalty: 827.434082
	Iteration 10Q: 3 clusters Score -377471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -377472.281250 Penalty: 827.434082
	Iteration 11Q: 3 clusters Score -377472.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -377475.125000 Penalty: 827.434082
	Iteration 12Q: 3 clusters Score -377475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -377475.687500 Penalty: 827.434082
	Iteration 13Q: 3 clusters Score -377475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -377476.625000 Penalty: 827.434082
	Iteration 14Q: 3 clusters Score -377476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -377477.125000 Penalty: 827.434082
	Iteration 15Q: 3 clusters Score -377477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -377477.375000 Penalty: 827.434082
	Iteration 16Q: 3 clusters Score -377477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -377477.375000 Penalty: 827.434082
	Iteration 17F: 3 clusters Score -377477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 236896 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 36673 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 279013 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 149802 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 266630 members 
Mstep: Class 16 contains 7275 members 
Entering Unmasked Estep 
Score: -46940988.000000 Penalty: 10137.530273
Splitting cluster 10 changes total score from -46940820.000000 to -46940988.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -9546.721680 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -9546.722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9226.405273 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -9226.405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9512.119141 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -9512.119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9698.776367 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -9698.776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9762.394531 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -9762.395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9784.208984 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -9784.209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9794.083984 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -9794.084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9798.928711 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -9798.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9798.928711 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -9798.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 236896 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 36673 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 279013 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 149802 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 15 contains 266630 members 
Mstep: Class 16 contains 7275 members 
Mstep: Class 17 contains 186 members 
Entering Unmasked Estep 
Score: -46940852.000000 Penalty: 10771.125977
Splitting cluster 11 changes total score from -46940820.000000 to -46940852.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 12 (149802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Entering Unmasked Estep 
Score: -6582528.500000 Penalty: 542.226685
	Iteration 0F: 2 clusters Score -6582528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -6481110.000000 Penalty: 1084.453369
	Iteration 0F: 3 clusters Score -6481110 nChanged 73527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -6525240.500000 Penalty: 1084.453369
	Iteration 1F: 3 clusters Score -6525240 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -6526745.500000 Penalty: 1084.453369
	Iteration 2Q: 3 clusters Score -6526746 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -6529264.500000 Penalty: 1084.453369
	Iteration 3Q: 3 clusters Score -6529264 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -6533546.500000 Penalty: 1084.453369
	Iteration 4F: 3 clusters Score -6533546 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -6540755.500000 Penalty: 1084.453369
	Iteration 5F: 3 clusters Score -6540756 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -6551181.500000 Penalty: 1084.453369
	Iteration 6F: 3 clusters Score -6551182 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -6560831.500000 Penalty: 1084.453369
	Iteration 7F: 3 clusters Score -6560832 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -6566391.000000 Penalty: 1084.453369
	Iteration 8Q: 3 clusters Score -6566391 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 119669 members 
Entering Unmasked Estep 
Score: -6569080.000000 Penalty: 1084.453369
	Iteration 9Q: 3 clusters Score -6569080 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -6570685.500000 Penalty: 1084.453369
	Iteration 10Q: 3 clusters Score -6570686 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -6571857.000000 Penalty: 1084.453369
	Iteration 11Q: 3 clusters Score -6571857 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 125207 members 
Entering Unmasked Estep 
Score: -6572894.500000 Penalty: 1084.453369
	Iteration 12Q: 3 clusters Score -6572894 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -6573827.500000 Penalty: 1084.453369
	Iteration 13Q: 3 clusters Score -6573828 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -6574608.500000 Penalty: 1084.453369
	Iteration 14Q: 3 clusters Score -6574608 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -6575272.000000 Penalty: 1084.453369
	Iteration 15Q: 3 clusters Score -6575272 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -6575760.000000 Penalty: 1084.453369
	Iteration 16Q: 3 clusters Score -6575760 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -6576209.000000 Penalty: 1084.453369
	Iteration 17Q: 3 clusters Score -6576209 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 132619 members 
Entering Unmasked Estep 
Score: -6576622.500000 Penalty: 1084.453369
	Iteration 18Q: 3 clusters Score -6576622 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 133585 members 
Entering Unmasked Estep 
Score: -6577005.000000 Penalty: 1084.453369
	Iteration 19Q: 3 clusters Score -6577005 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 134583 members 
Entering Unmasked Estep 
Score: -6577399.000000 Penalty: 1084.453369
	Iteration 20F: 3 clusters Score -6577399 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 135563 members 
Entering Unmasked Estep 
Score: -6577775.000000 Penalty: 1084.453369
	Iteration 21Q: 3 clusters Score -6577775 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -6578103.500000 Penalty: 1084.453369
	Iteration 22Q: 3 clusters Score -6578104 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 137315 members 
Entering Unmasked Estep 
Score: -6578381.000000 Penalty: 1084.453369
	Iteration 23Q: 3 clusters Score -6578381 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -6578678.500000 Penalty: 1084.453369
	Iteration 24Q: 3 clusters Score -6578678 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 138970 members 
Entering Unmasked Estep 
Score: -6578906.000000 Penalty: 1084.453369
	Iteration 25Q: 3 clusters Score -6578906 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -6579166.500000 Penalty: 1084.453369
	Iteration 26Q: 3 clusters Score -6579166 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -6579364.000000 Penalty: 1084.453369
	Iteration 27Q: 3 clusters Score -6579364 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 141204 members 
Entering Unmasked Estep 
Score: -6579572.000000 Penalty: 1084.453369
	Iteration 28Q: 3 clusters Score -6579572 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -6579795.000000 Penalty: 1084.453369
	Iteration 29Q: 3 clusters Score -6579795 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -6580037.500000 Penalty: 1084.453369
	Iteration 30Q: 3 clusters Score -6580038 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -6580239.500000 Penalty: 1084.453369
	Iteration 31Q: 3 clusters Score -6580240 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 143985 members 
Entering Unmasked Estep 
Score: -6580454.500000 Penalty: 1084.453369
	Iteration 32Q: 3 clusters Score -6580454 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 144544 members 
Entering Unmasked Estep 
Score: -6580610.500000 Penalty: 1084.453369
	Iteration 33Q: 3 clusters Score -6580610 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -6580784.500000 Penalty: 1084.453369
	Iteration 34Q: 3 clusters Score -6580784 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -6580985.000000 Penalty: 1084.453369
	Iteration 35Q: 3 clusters Score -6580985 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 146078 members 
Entering Unmasked Estep 
Score: -6581136.500000 Penalty: 1084.453369
	Iteration 36Q: 3 clusters Score -6581136 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -6581275.000000 Penalty: 1084.453369
	Iteration 37Q: 3 clusters Score -6581275 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -6581391.500000 Penalty: 1084.453369
	Iteration 38Q: 3 clusters Score -6581392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -6581493.000000 Penalty: 1084.453369
	Iteration 39Q: 3 clusters Score -6581493 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -6581574.000000 Penalty: 1084.453369
	Iteration 40F: 3 clusters Score -6581574 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -6581634.000000 Penalty: 1084.453369
	Iteration 41Q: 3 clusters Score -6581634 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -6581689.500000 Penalty: 1084.453369
	Iteration 42Q: 3 clusters Score -6581690 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -6581762.000000 Penalty: 1084.453369
	Iteration 43Q: 3 clusters Score -6581762 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -6581796.500000 Penalty: 1084.453369
	Iteration 44Q: 3 clusters Score -6581796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -6581856.500000 Penalty: 1084.453369
	Iteration 45Q: 3 clusters Score -6581856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -6581900.500000 Penalty: 1084.453369
	Iteration 46Q: 3 clusters Score -6581900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 148525 members 
Entering Unmasked Estep 
Score: -6581911.500000 Penalty: 1084.453369
	Iteration 47Q: 3 clusters Score -6581912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 148600 members 
Entering Unmasked Estep 
Score: -6581921.500000 Penalty: 1084.453369
	Iteration 48Q: 3 clusters Score -6581922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -6581944.500000 Penalty: 1084.453369
	Iteration 49Q: 3 clusters Score -6581944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -6581952.500000 Penalty: 1084.453369
	Iteration 50Q: 3 clusters Score -6581952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -6581959.500000 Penalty: 1084.453369
	Iteration 51Q: 3 clusters Score -6581960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 148796 members 
Entering Unmasked Estep 
Score: -6581988.000000 Penalty: 1084.453369
	Iteration 52Q: 3 clusters Score -6581988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
Score: -6582006.000000 Penalty: 1084.453369
	Iteration 53Q: 3 clusters Score -6582006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -6582017.000000 Penalty: 1084.453369
	Iteration 54Q: 3 clusters Score -6582017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 148903 members 
Entering Unmasked Estep 
Score: -6582029.500000 Penalty: 1084.453369
	Iteration 55Q: 3 clusters Score -6582030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -6582016.000000 Penalty: 1084.453369
	Iteration 56Q: 3 clusters Score -6582016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 148961 members 
Entering Unmasked Estep 
Score: -6582032.500000 Penalty: 1084.453369
	Iteration 57Q: 3 clusters Score -6582032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 148980 members 
Entering Unmasked Estep 
Score: -6582037.500000 Penalty: 1084.453369
	Iteration 58Q: 3 clusters Score -6582038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -6582038.000000 Penalty: 1084.453369
	Iteration 59Q: 3 clusters Score -6582038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -6582047.500000 Penalty: 1084.453369
	Iteration 60F: 3 clusters Score -6582048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -6582044.000000 Penalty: 1084.453369
	Iteration 61Q: 3 clusters Score -6582044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -6582051.000000 Penalty: 1084.453369
	Iteration 62Q: 3 clusters Score -6582051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -6582052.000000 Penalty: 1084.453369
	Iteration 63Q: 3 clusters Score -6582052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 149091 members 
Entering Unmasked Estep 
Score: -6582062.500000 Penalty: 1084.453369
	Iteration 64Q: 3 clusters Score -6582062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -6582068.000000 Penalty: 1084.453369
	Iteration 65Q: 3 clusters Score -6582068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -6582066.500000 Penalty: 1084.453369
	Iteration 66Q: 3 clusters Score -6582066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -6582069.000000 Penalty: 1084.453369
	Iteration 67Q: 3 clusters Score -6582069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -6582071.000000 Penalty: 1084.453369
	Iteration 68Q: 3 clusters Score -6582071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 149158 members 
Entering Unmasked Estep 
Score: -6582070.000000 Penalty: 1084.453369
	Iteration 69Q: 3 clusters Score -6582070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -6582071.000000 Penalty: 1084.453369
	Iteration 70Q: 3 clusters Score -6582071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -6582072.000000 Penalty: 1084.453369
	Iteration 71Q: 3 clusters Score -6582072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -6582072.500000 Penalty: 1084.453369
	Iteration 72Q: 3 clusters Score -6582072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -6582072.500000 Penalty: 1084.453369
	Iteration 73F: 3 clusters Score -6582072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -125786.710938 Penalty: 363.013153
	Iteration 0F: 2 clusters Score -125786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -123799.406250 Penalty: 726.026306
	Iteration 0F: 3 clusters Score -123799.4 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -124514.867188 Penalty: 726.026306
	Iteration 1F: 3 clusters Score -124514.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -124666.523438 Penalty: 726.026306
	Iteration 2F: 3 clusters Score -124666.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -124821.070312 Penalty: 726.026306
	Iteration 3F: 3 clusters Score -124821.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -124992.687500 Penalty: 726.026306
	Iteration 4F: 3 clusters Score -124992.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -125123.492188 Penalty: 726.026306
	Iteration 5F: 3 clusters Score -125123.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -125187.312500 Penalty: 726.026306
	Iteration 6Q: 3 clusters Score -125187.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -125226.421875 Penalty: 726.026306
	Iteration 7Q: 3 clusters Score -125226.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -125245.250000 Penalty: 726.026306
	Iteration 8Q: 3 clusters Score -125245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -125258.890625 Penalty: 726.026306
	Iteration 9Q: 3 clusters Score -125258.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -125263.929688 Penalty: 726.026306
	Iteration 10Q: 3 clusters Score -125263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -125266.351562 Penalty: 726.026306
	Iteration 11Q: 3 clusters Score -125266.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -125267.882812 Penalty: 726.026306
	Iteration 12Q: 3 clusters Score -125267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -125267.976562 Penalty: 726.026306
	Iteration 13Q: 3 clusters Score -125268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -125268.664062 Penalty: 726.026306
	Iteration 14Q: 3 clusters Score -125268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -125269.109375 Penalty: 726.026306
	Iteration 15Q: 3 clusters Score -125269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -125269.398438 Penalty: 726.026306
	Iteration 16Q: 3 clusters Score -125269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -125269.968750 Penalty: 726.026306
	Iteration 17Q: 3 clusters Score -125270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -125270.015625 Penalty: 726.026306
	Iteration 18Q: 3 clusters Score -125270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -125270.171875 Penalty: 726.026306
	Iteration 19Q: 3 clusters Score -125270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -125270.023438 Penalty: 726.026306
	Iteration 20F: 3 clusters Score -125270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -125269.984375 Penalty: 726.026306
	Iteration 21Q: 3 clusters Score -125270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -125269.984375 Penalty: 726.026306
	Iteration 22F: 3 clusters Score -125270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Entering Unmasked Estep 
Score: -2039840.500000 Penalty: 489.588043
	Iteration 0F: 2 clusters Score -2039840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2008198.500000 Penalty: 979.176086
	Iteration 0F: 3 clusters Score -2008198 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2021695.250000 Penalty: 979.176086
	Iteration 1F: 3 clusters Score -2021695 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2022256.500000 Penalty: 979.176086
	Iteration 2Q: 3 clusters Score -2022256 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2023051.250000 Penalty: 979.176086
	Iteration 3Q: 3 clusters Score -2023051 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2024468.375000 Penalty: 979.176086
	Iteration 4F: 3 clusters Score -2024468 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2027128.125000 Penalty: 979.176086
	Iteration 5F: 3 clusters Score -2027128 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2031226.250000 Penalty: 979.176086
	Iteration 6F: 3 clusters Score -2031226 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -2034878.500000 Penalty: 979.176086
	Iteration 7F: 3 clusters Score -2034878 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2036733.375000 Penalty: 979.176086
	Iteration 8F: 3 clusters Score -2036733 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2037961.000000 Penalty: 979.176086
	Iteration 9Q: 3 clusters Score -2037961 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2038894.250000 Penalty: 979.176086
	Iteration 10Q: 3 clusters Score -2038894 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -2039607.625000 Penalty: 979.176086
	Iteration 11Q: 3 clusters Score -2039608 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2039993.875000 Penalty: 979.176086
	Iteration 12Q: 3 clusters Score -2039994 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2040200.500000 Penalty: 979.176086
	Iteration 13Q: 3 clusters Score -2040200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -2040313.125000 Penalty: 979.176086
	Iteration 14Q: 3 clusters Score -2040313 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -2040370.000000 Penalty: 979.176086
	Iteration 15Q: 3 clusters Score -2040370 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -2040407.750000 Penalty: 979.176086
	Iteration 16Q: 3 clusters Score -2040408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -2040426.625000 Penalty: 979.176086
	Iteration 17Q: 3 clusters Score -2040427 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -2040434.000000 Penalty: 979.176086
	Iteration 18Q: 3 clusters Score -2040434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2040442.125000 Penalty: 979.176086
	Iteration 19Q: 3 clusters Score -2040442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -2040443.875000 Penalty: 979.176086
	Iteration 20F: 3 clusters Score -2040444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -2040446.625000 Penalty: 979.176086
	Iteration 21Q: 3 clusters Score -2040447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -2040452.875000 Penalty: 979.176086
	Iteration 22Q: 3 clusters Score -2040453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -2040451.875000 Penalty: 979.176086
	Iteration 23Q: 3 clusters Score -2040452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2040451.000000 Penalty: 979.176086
	Iteration 24Q: 3 clusters Score -2040451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -2040453.375000 Penalty: 979.176086
	Iteration 25Q: 3 clusters Score -2040453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2040451.500000 Penalty: 979.176086
	Iteration 26Q: 3 clusters Score -2040452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2040456.125000 Penalty: 979.176086
	Iteration 27Q: 3 clusters Score -2040456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2040455.125000 Penalty: 979.176086
	Iteration 28Q: 3 clusters Score -2040455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -2040455.750000 Penalty: 979.176086
	Iteration 29Q: 3 clusters Score -2040456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -2040451.375000 Penalty: 979.176086
	Iteration 30Q: 3 clusters Score -2040451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -2040454.000000 Penalty: 979.176086
	Iteration 31Q: 3 clusters Score -2040454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -2040454.750000 Penalty: 979.176086
	Iteration 32Q: 3 clusters Score -2040455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -2040453.000000 Penalty: 979.176086
	Iteration 33Q: 3 clusters Score -2040453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2040456.250000 Penalty: 979.176086
	Iteration 34Q: 3 clusters Score -2040456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -2040456.250000 Penalty: 979.176086
	Iteration 35Q: 3 clusters Score -2040456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -2040456.375000 Penalty: 979.176086
	Iteration 36Q: 3 clusters Score -2040456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2040455.750000 Penalty: 979.176086
	Iteration 37Q: 3 clusters Score -2040456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -2040454.250000 Penalty: 979.176086
	Iteration 38Q: 3 clusters Score -2040454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2040456.500000 Penalty: 979.176086
	Iteration 39Q: 3 clusters Score -2040456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -2040458.250000 Penalty: 979.176086
	Iteration 40F: 3 clusters Score -2040458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -2040458.500000 Penalty: 979.176086
	Iteration 41Q: 3 clusters Score -2040458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2040461.375000 Penalty: 979.176086
	Iteration 42Q: 3 clusters Score -2040461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -2040457.875000 Penalty: 979.176086
	Iteration 43Q: 3 clusters Score -2040458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2040456.500000 Penalty: 979.176086
	Iteration 44Q: 3 clusters Score -2040456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2040455.500000 Penalty: 979.176086
	Iteration 45Q: 3 clusters Score -2040456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -2040455.000000 Penalty: 979.176086
	Iteration 46Q: 3 clusters Score -2040455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -2040455.875000 Penalty: 979.176086
	Iteration 47Q: 3 clusters Score -2040456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2040454.500000 Penalty: 979.176086
	Iteration 48Q: 3 clusters Score -2040454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -2040455.125000 Penalty: 979.176086
	Iteration 49Q: 3 clusters Score -2040455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -2040453.625000 Penalty: 979.176086
	Iteration 50Q: 3 clusters Score -2040454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -2040455.375000 Penalty: 979.176086
	Iteration 51Q: 3 clusters Score -2040455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2040453.500000 Penalty: 979.176086
	Iteration 52Q: 3 clusters Score -2040454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2040453.500000 Penalty: 979.176086
	Iteration 53F: 3 clusters Score -2040454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 236896 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 36673 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 279013 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 149802 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 17454 members 
Mstep: Class 15 contains 266630 members 
Mstep: Class 16 contains 7275 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 29653 members 
Entering Unmasked Estep 
Score: -46941060.000000 Penalty: 11404.721680
Splitting cluster 14 changes total score from -46940820.000000 to -46941060.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (266630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266630 members 
Entering Unmasked Estep 
Score: -11863367.000000 Penalty: 568.459595
	Iteration 0F: 2 clusters Score -1.186337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -11682920.000000 Penalty: 1136.919189
	Iteration 0F: 3 clusters Score -1.168292e+07 nChanged 131309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -11762222.000000 Penalty: 1136.919189
	Iteration 1F: 3 clusters Score -1.176222e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 135305 members 
Entering Unmasked Estep 
Score: -11765145.000000 Penalty: 1136.919189
	Iteration 2Q: 3 clusters Score -1.176514e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 137485 members 
Entering Unmasked Estep 
Score: -11769957.000000 Penalty: 1136.919189
	Iteration 3Q: 3 clusters Score -1.176996e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -11776924.000000 Penalty: 1136.919189
	Iteration 4F: 3 clusters Score -1.177692e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 142120 members 
Entering Unmasked Estep 
Score: -11787473.000000 Penalty: 1136.919189
	Iteration 5F: 3 clusters Score -1.178747e+07 nChanged 17164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 144006 members 
Entering Unmasked Estep 
Score: -11800908.000000 Penalty: 1136.919189
	Iteration 6F: 3 clusters Score -1.180091e+07 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -11812155.000000 Penalty: 1136.919189
	Iteration 7F: 3 clusters Score -1.181216e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -11816489.000000 Penalty: 1136.919189
	Iteration 8Q: 3 clusters Score -1.181649e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 148620 members 
Entering Unmasked Estep 
Score: -11817742.000000 Penalty: 1136.919189
	Iteration 9Q: 3 clusters Score -1.181774e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -11818372.000000 Penalty: 1136.919189
	Iteration 10Q: 3 clusters Score -1.181837e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 152430 members 
Entering Unmasked Estep 
Score: -11818970.000000 Penalty: 1136.919189
	Iteration 11Q: 3 clusters Score -1.181897e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -11819701.000000 Penalty: 1136.919189
	Iteration 12Q: 3 clusters Score -1.18197e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 156467 members 
Entering Unmasked Estep 
Score: -11820447.000000 Penalty: 1136.919189
	Iteration 13Q: 3 clusters Score -1.182045e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -11821686.000000 Penalty: 1136.919189
	Iteration 14Q: 3 clusters Score -1.182169e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -11823283.000000 Penalty: 1136.919189
	Iteration 15Q: 3 clusters Score -1.182328e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -11825212.000000 Penalty: 1136.919189
	Iteration 16Q: 3 clusters Score -1.182521e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -11827850.000000 Penalty: 1136.919189
	Iteration 17Q: 3 clusters Score -1.182785e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 166187 members 
Entering Unmasked Estep 
Score: -11831366.000000 Penalty: 1136.919189
	Iteration 18Q: 3 clusters Score -1.183137e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -11835785.000000 Penalty: 1136.919189
	Iteration 19Q: 3 clusters Score -1.183578e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -11841978.000000 Penalty: 1136.919189
	Iteration 20F: 3 clusters Score -1.184198e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -11848639.000000 Penalty: 1136.919189
	Iteration 21Q: 3 clusters Score -1.184864e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 168956 members 
Entering Unmasked Estep 
Score: -11854141.000000 Penalty: 1136.919189
	Iteration 22Q: 3 clusters Score -1.185414e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 168717 members 
Entering Unmasked Estep 
Score: -11857947.000000 Penalty: 1136.919189
	Iteration 23Q: 3 clusters Score -1.185795e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 168412 members 
Entering Unmasked Estep 
Score: -11860222.000000 Penalty: 1136.919189
	Iteration 24Q: 3 clusters Score -1.186022e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -11861392.000000 Penalty: 1136.919189
	Iteration 25Q: 3 clusters Score -1.186139e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -11861920.000000 Penalty: 1136.919189
	Iteration 26Q: 3 clusters Score -1.186192e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -11862190.000000 Penalty: 1136.919189
	Iteration 27Q: 3 clusters Score -1.186219e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 166930 members 
Entering Unmasked Estep 
Score: -11862370.000000 Penalty: 1136.919189
	Iteration 28Q: 3 clusters Score -1.186237e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 166549 members 
Entering Unmasked Estep 
Score: -11862505.000000 Penalty: 1136.919189
	Iteration 29Q: 3 clusters Score -1.18625e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -11862561.000000 Penalty: 1136.919189
	Iteration 30Q: 3 clusters Score -1.186256e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -11862575.000000 Penalty: 1136.919189
	Iteration 31Q: 3 clusters Score -1.186258e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -11862574.000000 Penalty: 1136.919189
	Iteration 32Q: 3 clusters Score -1.186257e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -11862580.000000 Penalty: 1136.919189
	Iteration 33Q: 3 clusters Score -1.186258e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -11862575.000000 Penalty: 1136.919189
	Iteration 34Q: 3 clusters Score -1.186258e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -11862570.000000 Penalty: 1136.919189
	Iteration 35Q: 3 clusters Score -1.186257e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -11862553.000000 Penalty: 1136.919189
	Iteration 36Q: 3 clusters Score -1.186255e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -11862532.000000 Penalty: 1136.919189
	Iteration 37Q: 3 clusters Score -1.186253e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -11862542.000000 Penalty: 1136.919189
	Iteration 38Q: 3 clusters Score -1.186254e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -11862526.000000 Penalty: 1136.919189
	Iteration 39Q: 3 clusters Score -1.186253e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -11862504.000000 Penalty: 1136.919189
	Iteration 40F: 3 clusters Score -1.18625e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -11862523.000000 Penalty: 1136.919189
	Iteration 41Q: 3 clusters Score -1.186252e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -11862515.000000 Penalty: 1136.919189
	Iteration 42Q: 3 clusters Score -1.186252e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -11862503.000000 Penalty: 1136.919189
	Iteration 43Q: 3 clusters Score -1.18625e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -11862501.000000 Penalty: 1136.919189
	Iteration 44Q: 3 clusters Score -1.18625e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -11862515.000000 Penalty: 1136.919189
	Iteration 45Q: 3 clusters Score -1.186252e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -11862529.000000 Penalty: 1136.919189
	Iteration 46Q: 3 clusters Score -1.186253e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -11862522.000000 Penalty: 1136.919189
	Iteration 47Q: 3 clusters Score -1.186252e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -11862513.000000 Penalty: 1136.919189
	Iteration 48Q: 3 clusters Score -1.186251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -11862511.000000 Penalty: 1136.919189
	Iteration 49Q: 3 clusters Score -1.186251e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -11862525.000000 Penalty: 1136.919189
	Iteration 50Q: 3 clusters Score -1.186252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -11862508.000000 Penalty: 1136.919189
	Iteration 51Q: 3 clusters Score -1.186251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 162389 members 
Entering Unmasked Estep 
Score: -11862502.000000 Penalty: 1136.919189
	Iteration 52Q: 3 clusters Score -1.18625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -11862505.000000 Penalty: 1136.919189
	Iteration 53Q: 3 clusters Score -1.18625e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -11862503.000000 Penalty: 1136.919189
	Iteration 54Q: 3 clusters Score -1.18625e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -11862522.000000 Penalty: 1136.919189
	Iteration 55Q: 3 clusters Score -1.186252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 162122 members 
Entering Unmasked Estep 
Score: -11862492.000000 Penalty: 1136.919189
	Iteration 56Q: 3 clusters Score -1.186249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -11862496.000000 Penalty: 1136.919189
	Iteration 57Q: 3 clusters Score -1.18625e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -11862517.000000 Penalty: 1136.919189
	Iteration 58Q: 3 clusters Score -1.186252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 161904 members 
Entering Unmasked Estep 
Score: -11862505.000000 Penalty: 1136.919189
	Iteration 59Q: 3 clusters Score -1.18625e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 161845 members 
Entering Unmasked Estep 
Score: -11862511.000000 Penalty: 1136.919189
	Iteration 60F: 3 clusters Score -1.186251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 161796 members 
Entering Unmasked Estep 
Score: -11862509.000000 Penalty: 1136.919189
	Iteration 61Q: 3 clusters Score -1.186251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -11862494.000000 Penalty: 1136.919189
	Iteration 62Q: 3 clusters Score -1.186249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -11862490.000000 Penalty: 1136.919189
	Iteration 63Q: 3 clusters Score -1.186249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -11862489.000000 Penalty: 1136.919189
	Iteration 64Q: 3 clusters Score -1.186249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -11862500.000000 Penalty: 1136.919189
	Iteration 65Q: 3 clusters Score -1.18625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -11862498.000000 Penalty: 1136.919189
	Iteration 66Q: 3 clusters Score -1.18625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -11862485.000000 Penalty: 1136.919189
	Iteration 67Q: 3 clusters Score -1.186248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 161556 members 
Entering Unmasked Estep 
Score: -11862468.000000 Penalty: 1136.919189
	Iteration 68Q: 3 clusters Score -1.186247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -11862469.000000 Penalty: 1136.919189
	Iteration 69Q: 3 clusters Score -1.186247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -11862464.000000 Penalty: 1136.919189
	Iteration 70Q: 3 clusters Score -1.186246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -11862467.000000 Penalty: 1136.919189
	Iteration 71Q: 3 clusters Score -1.186247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -11862459.000000 Penalty: 1136.919189
	Iteration 72Q: 3 clusters Score -1.186246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -11862455.000000 Penalty: 1136.919189
	Iteration 73Q: 3 clusters Score -1.186246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -11862457.000000 Penalty: 1136.919189
	Iteration 74Q: 3 clusters Score -1.186246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 75Q: 3 clusters Score -1.186245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -11862467.000000 Penalty: 1136.919189
	Iteration 76Q: 3 clusters Score -1.186247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -11862473.000000 Penalty: 1136.919189
	Iteration 77Q: 3 clusters Score -1.186247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -11862467.000000 Penalty: 1136.919189
	Iteration 78Q: 3 clusters Score -1.186247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 161214 members 
Entering Unmasked Estep 
Score: -11862460.000000 Penalty: 1136.919189
	Iteration 79Q: 3 clusters Score -1.186246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -11862458.000000 Penalty: 1136.919189
	Iteration 80F: 3 clusters Score -1.186246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -11862457.000000 Penalty: 1136.919189
	Iteration 81Q: 3 clusters Score -1.186246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -11862451.000000 Penalty: 1136.919189
	Iteration 82Q: 3 clusters Score -1.186245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -11862455.000000 Penalty: 1136.919189
	Iteration 83Q: 3 clusters Score -1.186246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 84Q: 3 clusters Score -1.186245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -11862456.000000 Penalty: 1136.919189
	Iteration 85Q: 3 clusters Score -1.186246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 86Q: 3 clusters Score -1.186245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 160982 members 
Entering Unmasked Estep 
Score: -11862448.000000 Penalty: 1136.919189
	Iteration 87Q: 3 clusters Score -1.186245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -11862438.000000 Penalty: 1136.919189
	Iteration 88Q: 3 clusters Score -1.186244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -11862424.000000 Penalty: 1136.919189
	Iteration 89Q: 3 clusters Score -1.186242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 160891 members 
Entering Unmasked Estep 
Score: -11862432.000000 Penalty: 1136.919189
	Iteration 90Q: 3 clusters Score -1.186243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -11862444.000000 Penalty: 1136.919189
	Iteration 91Q: 3 clusters Score -1.186244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -11862452.000000 Penalty: 1136.919189
	Iteration 92Q: 3 clusters Score -1.186245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -11862430.000000 Penalty: 1136.919189
	Iteration 93Q: 3 clusters Score -1.186243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -11862430.000000 Penalty: 1136.919189
	Iteration 94Q: 3 clusters Score -1.186243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -11862436.000000 Penalty: 1136.919189
	Iteration 95Q: 3 clusters Score -1.186244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -11862433.000000 Penalty: 1136.919189
	Iteration 96Q: 3 clusters Score -1.186243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -11862427.000000 Penalty: 1136.919189
	Iteration 97Q: 3 clusters Score -1.186243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 160691 members 
Entering Unmasked Estep 
Score: -11862420.000000 Penalty: 1136.919189
	Iteration 98Q: 3 clusters Score -1.186242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -11862427.000000 Penalty: 1136.919189
	Iteration 99Q: 3 clusters Score -1.186243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 160619 members 
Entering Unmasked Estep 
Score: -11862420.000000 Penalty: 1136.919189
	Iteration 100F: 3 clusters Score -1.186242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -11862422.000000 Penalty: 1136.919189
	Iteration 101Q: 3 clusters Score -1.186242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -11862440.000000 Penalty: 1136.919189
	Iteration 102Q: 3 clusters Score -1.186244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -11862429.000000 Penalty: 1136.919189
	Iteration 103Q: 3 clusters Score -1.186243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -11862435.000000 Penalty: 1136.919189
	Iteration 104Q: 3 clusters Score -1.186244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -11862461.000000 Penalty: 1136.919189
	Iteration 105Q: 3 clusters Score -1.186246e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -11862460.000000 Penalty: 1136.919189
	Iteration 106Q: 3 clusters Score -1.186246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -11862479.000000 Penalty: 1136.919189
	Iteration 107Q: 3 clusters Score -1.186248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -11862485.000000 Penalty: 1136.919189
	Iteration 108Q: 3 clusters Score -1.186248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -11862498.000000 Penalty: 1136.919189
	Iteration 109Q: 3 clusters Score -1.18625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 160148 members 
Entering Unmasked Estep 
Score: -11862486.000000 Penalty: 1136.919189
	Iteration 110Q: 3 clusters Score -1.186249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 160088 members 
Entering Unmasked Estep 
Score: -11862485.000000 Penalty: 1136.919189
	Iteration 111Q: 3 clusters Score -1.186248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -11862488.000000 Penalty: 1136.919189
	Iteration 112Q: 3 clusters Score -1.186249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -11862495.000000 Penalty: 1136.919189
	Iteration 113Q: 3 clusters Score -1.18625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -11862502.000000 Penalty: 1136.919189
	Iteration 114Q: 3 clusters Score -1.18625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -11862499.000000 Penalty: 1136.919189
	Iteration 115Q: 3 clusters Score -1.18625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -11862493.000000 Penalty: 1136.919189
	Iteration 116Q: 3 clusters Score -1.186249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -11862478.000000 Penalty: 1136.919189
	Iteration 117Q: 3 clusters Score -1.186248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -11862486.000000 Penalty: 1136.919189
	Iteration 118Q: 3 clusters Score -1.186249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -11862494.000000 Penalty: 1136.919189
	Iteration 119Q: 3 clusters Score -1.186249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -11862491.000000 Penalty: 1136.919189
	Iteration 120F: 3 clusters Score -1.186249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 159540 members 
Entering Unmasked Estep 
Score: -11862489.000000 Penalty: 1136.919189
	Iteration 121Q: 3 clusters Score -1.186249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -11862502.000000 Penalty: 1136.919189
	Iteration 122Q: 3 clusters Score -1.18625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107151 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -11862496.000000 Penalty: 1136.919189
	Iteration 123Q: 3 clusters Score -1.18625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -11862493.000000 Penalty: 1136.919189
	Iteration 124Q: 3 clusters Score -1.186249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -11862495.000000 Penalty: 1136.919189
	Iteration 125Q: 3 clusters Score -1.18625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 159370 members 
Entering Unmasked Estep 
Score: -11862495.000000 Penalty: 1136.919189
	Iteration 126Q: 3 clusters Score -1.18625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -11862497.000000 Penalty: 1136.919189
	Iteration 127Q: 3 clusters Score -1.18625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -11862481.000000 Penalty: 1136.919189
	Iteration 128Q: 3 clusters Score -1.186248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -11862488.000000 Penalty: 1136.919189
	Iteration 129Q: 3 clusters Score -1.186249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -11862482.000000 Penalty: 1136.919189
	Iteration 130Q: 3 clusters Score -1.186248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 159128 members 
Entering Unmasked Estep 
Score: -11862467.000000 Penalty: 1136.919189
	Iteration 131Q: 3 clusters Score -1.186247e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -11862457.000000 Penalty: 1136.919189
	Iteration 132Q: 3 clusters Score -1.186246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -11862472.000000 Penalty: 1136.919189
	Iteration 133Q: 3 clusters Score -1.186247e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -11862463.000000 Penalty: 1136.919189
	Iteration 134Q: 3 clusters Score -1.186246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -11862449.000000 Penalty: 1136.919189
	Iteration 135Q: 3 clusters Score -1.186245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 158797 members 
Entering Unmasked Estep 
Score: -11862445.000000 Penalty: 1136.919189
	Iteration 136Q: 3 clusters Score -1.186244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -11862441.000000 Penalty: 1136.919189
	Iteration 137Q: 3 clusters Score -1.186244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 158660 members 
Entering Unmasked Estep 
Score: -11862445.000000 Penalty: 1136.919189
	Iteration 138Q: 3 clusters Score -1.186244e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -11862436.000000 Penalty: 1136.919189
	Iteration 139Q: 3 clusters Score -1.186244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -11862455.000000 Penalty: 1136.919189
	Iteration 140F: 3 clusters Score -1.186246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -11862443.000000 Penalty: 1136.919189
	Iteration 141Q: 3 clusters Score -1.186244e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -11862430.000000 Penalty: 1136.919189
	Iteration 142Q: 3 clusters Score -1.186243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 158376 members 
Entering Unmasked Estep 
Score: -11862416.000000 Penalty: 1136.919189
	Iteration 143Q: 3 clusters Score -1.186242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -11862397.000000 Penalty: 1136.919189
	Iteration 144Q: 3 clusters Score -1.18624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -11862408.000000 Penalty: 1136.919189
	Iteration 145Q: 3 clusters Score -1.186241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -11862427.000000 Penalty: 1136.919189
	Iteration 146Q: 3 clusters Score -1.186243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -11862435.000000 Penalty: 1136.919189
	Iteration 147Q: 3 clusters Score -1.186244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -11862439.000000 Penalty: 1136.919189
	Iteration 148Q: 3 clusters Score -1.186244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -11862436.000000 Penalty: 1136.919189
	Iteration 149Q: 3 clusters Score -1.186244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -11862419.000000 Penalty: 1136.919189
	Iteration 150Q: 3 clusters Score -1.186242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -11862423.000000 Penalty: 1136.919189
	Iteration 151Q: 3 clusters Score -1.186242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -11862411.000000 Penalty: 1136.919189
	Iteration 152Q: 3 clusters Score -1.186241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -11862417.000000 Penalty: 1136.919189
	Iteration 153Q: 3 clusters Score -1.186242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -11862424.000000 Penalty: 1136.919189
	Iteration 154Q: 3 clusters Score -1.186242e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 157641 members 
Entering Unmasked Estep 
Score: -11862409.000000 Penalty: 1136.919189
	Iteration 155Q: 3 clusters Score -1.186241e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -11862418.000000 Penalty: 1136.919189
	Iteration 156Q: 3 clusters Score -1.186242e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -11862434.000000 Penalty: 1136.919189
	Iteration 157Q: 3 clusters Score -1.186243e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -11862435.000000 Penalty: 1136.919189
	Iteration 158Q: 3 clusters Score -1.186244e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -11862438.000000 Penalty: 1136.919189
	Iteration 159Q: 3 clusters Score -1.186244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -11862439.000000 Penalty: 1136.919189
	Iteration 160F: 3 clusters Score -1.186244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109650 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -11862444.000000 Penalty: 1136.919189
	Iteration 161Q: 3 clusters Score -1.186244e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 156867 members 
Entering Unmasked Estep 
Score: -11862456.000000 Penalty: 1136.919189
	Iteration 162Q: 3 clusters Score -1.186246e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -11862473.000000 Penalty: 1136.919189
	Iteration 163Q: 3 clusters Score -1.186247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -11862464.000000 Penalty: 1136.919189
	Iteration 164Q: 3 clusters Score -1.186246e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -11862467.000000 Penalty: 1136.919189
	Iteration 165Q: 3 clusters Score -1.186247e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -11862444.000000 Penalty: 1136.919189
	Iteration 166Q: 3 clusters Score -1.186244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -11862447.000000 Penalty: 1136.919189
	Iteration 167Q: 3 clusters Score -1.186245e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 168Q: 3 clusters Score -1.186245e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -11862442.000000 Penalty: 1136.919189
	Iteration 169Q: 3 clusters Score -1.186244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -11862446.000000 Penalty: 1136.919189
	Iteration 170Q: 3 clusters Score -1.186245e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110503 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -11862443.000000 Penalty: 1136.919189
	Iteration 171Q: 3 clusters Score -1.186244e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110581 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -11862432.000000 Penalty: 1136.919189
	Iteration 172Q: 3 clusters Score -1.186243e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -11862455.000000 Penalty: 1136.919189
	Iteration 173Q: 3 clusters Score -1.186246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -11862440.000000 Penalty: 1136.919189
	Iteration 174Q: 3 clusters Score -1.186244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -11862433.000000 Penalty: 1136.919189
	Iteration 175Q: 3 clusters Score -1.186243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -11862430.000000 Penalty: 1136.919189
	Iteration 176Q: 3 clusters Score -1.186243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -11862436.000000 Penalty: 1136.919189
	Iteration 177Q: 3 clusters Score -1.186244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -11862440.000000 Penalty: 1136.919189
	Iteration 178Q: 3 clusters Score -1.186244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110993 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -11862440.000000 Penalty: 1136.919189
	Iteration 179Q: 3 clusters Score -1.186244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 155584 members 
Entering Unmasked Estep 
Score: -11862435.000000 Penalty: 1136.919189
	Iteration 180F: 3 clusters Score -1.186244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111096 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -11862432.000000 Penalty: 1136.919189
	Iteration 181Q: 3 clusters Score -1.186243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -11862429.000000 Penalty: 1136.919189
	Iteration 182Q: 3 clusters Score -1.186243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 155473 members 
Entering Unmasked Estep 
Score: -11862424.000000 Penalty: 1136.919189
	Iteration 183Q: 3 clusters Score -1.186242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -11862425.000000 Penalty: 1136.919189
	Iteration 184Q: 3 clusters Score -1.186242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -11862421.000000 Penalty: 1136.919189
	Iteration 185Q: 3 clusters Score -1.186242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 155413 members 
Entering Unmasked Estep 
Score: -11862410.000000 Penalty: 1136.919189
	Iteration 186Q: 3 clusters Score -1.186241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -11862414.000000 Penalty: 1136.919189
	Iteration 187Q: 3 clusters Score -1.186241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -11862420.000000 Penalty: 1136.919189
	Iteration 188Q: 3 clusters Score -1.186242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 155316 members 
Entering Unmasked Estep 
Score: -11862412.000000 Penalty: 1136.919189
	Iteration 189Q: 3 clusters Score -1.186241e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -11862412.000000 Penalty: 1136.919189
	Iteration 190Q: 3 clusters Score -1.186241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -11862418.000000 Penalty: 1136.919189
	Iteration 191Q: 3 clusters Score -1.186242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -11862413.000000 Penalty: 1136.919189
	Iteration 192Q: 3 clusters Score -1.186241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -11862413.000000 Penalty: 1136.919189
	Iteration 193Q: 3 clusters Score -1.186241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -11862432.000000 Penalty: 1136.919189
	Iteration 194Q: 3 clusters Score -1.186243e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -11862437.000000 Penalty: 1136.919189
	Iteration 195Q: 3 clusters Score -1.186244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 196Q: 3 clusters Score -1.186245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -11862450.000000 Penalty: 1136.919189
	Iteration 197Q: 3 clusters Score -1.186245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111670 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -11862456.000000 Penalty: 1136.919189
	Iteration 198Q: 3 clusters Score -1.186246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111701 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -11862446.000000 Penalty: 1136.919189
	Iteration 199Q: 3 clusters Score -1.186245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -11862447.000000 Penalty: 1136.919189
	Iteration 200F: 3 clusters Score -1.186245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -11862459.000000 Penalty: 1136.919189
	Iteration 201Q: 3 clusters Score -1.186246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -11862436.000000 Penalty: 1136.919189
	Iteration 202Q: 3 clusters Score -1.186244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111768 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -11862453.000000 Penalty: 1136.919189
	Iteration 203Q: 3 clusters Score -1.186245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -11862456.000000 Penalty: 1136.919189
	Iteration 204Q: 3 clusters Score -1.186246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -11862469.000000 Penalty: 1136.919189
	Iteration 205Q: 3 clusters Score -1.186247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -11862463.000000 Penalty: 1136.919189
	Iteration 206Q: 3 clusters Score -1.186246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -11862464.000000 Penalty: 1136.919189
	Iteration 207Q: 3 clusters Score -1.186246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -11862464.000000 Penalty: 1136.919189
	Iteration 208Q: 3 clusters Score -1.186246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -11862464.000000 Penalty: 1136.919189
	Iteration 209Q: 3 clusters Score -1.186246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -11862466.000000 Penalty: 1136.919189
	Iteration 210Q: 3 clusters Score -1.186247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 154817 members 
Entering Unmasked Estep 
Score: -11862459.000000 Penalty: 1136.919189
	Iteration 211Q: 3 clusters Score -1.186246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -11862465.000000 Penalty: 1136.919189
	Iteration 212Q: 3 clusters Score -1.186246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -11862465.000000 Penalty: 1136.919189
	Iteration 213Q: 3 clusters Score -1.186246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -11862465.000000 Penalty: 1136.919189
	Iteration 214F: 3 clusters Score -1.186246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 236896 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 36673 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 279013 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 149802 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 17454 members 
Mstep: Class 15 contains 266630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941432.000000 Penalty: 11404.721680
Iteration 79Q: 19 clusters Score -4.694143e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 235331 members 
Mstep: Class 2 contains 22665 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 42108 members 
Mstep: Class 5 contains 36905 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 15707 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 278234 members 
Mstep: Class 10 contains 1619 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 150792 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 17515 members 
Mstep: Class 15 contains 267809 members 
Mstep: Class 16 contains 7204 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 29497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941896.000000 Penalty: 11404.721680
Iteration 80F: 19 clusters Score -4.69419e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 233819 members 
Mstep: Class 2 contains 22680 members 
Mstep: Class 3 contains 712 members 
Mstep: Class 4 contains 42061 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 15710 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 276497 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 151744 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 17513 members 
Mstep: Class 15 contains 268946 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 30302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942212.000000 Penalty: 11404.721680
Iteration 81Q: 19 clusters Score -4.694221e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 232264 members 
Mstep: Class 2 contains 22708 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 42031 members 
Mstep: Class 5 contains 37397 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 15711 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 274782 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 152559 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 270264 members 
Mstep: Class 16 contains 7188 members 
Mstep: Class 17 contains 187 members 
Mstep: Class 18 contains 31057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942560.000000 Penalty: 11404.721680
Iteration 82Q: 19 clusters Score -4.694256e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 230645 members 
Mstep: Class 2 contains 22737 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 42004 members 
Mstep: Class 5 contains 37662 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 15708 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 273087 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 153368 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 17532 members 
Mstep: Class 15 contains 271615 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 31830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942788.000000 Penalty: 11404.721680
Iteration 83Q: 19 clusters Score -4.694279e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 229117 members 
Mstep: Class 2 contains 22756 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 41965 members 
Mstep: Class 5 contains 37943 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 15699 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 271308 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 154171 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 17558 members 
Mstep: Class 15 contains 272959 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 32597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942760.000000 Penalty: 11404.721680
Iteration 84Q: 19 clusters Score -4.694276e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 227595 members 
Mstep: Class 2 contains 22770 members 
Mstep: Class 3 contains 723 members 
Mstep: Class 4 contains 41935 members 
Mstep: Class 5 contains 38223 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 15683 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 269538 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 154996 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 17603 members 
Mstep: Class 15 contains 274201 members 
Mstep: Class 16 contains 7143 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 33380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943220.000000 Penalty: 11404.721680
Iteration 85Q: 19 clusters Score -4.694322e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 226127 members 
Mstep: Class 2 contains 22789 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 41905 members 
Mstep: Class 5 contains 38481 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 267790 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 155820 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 275427 members 
Mstep: Class 16 contains 7125 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 34170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943052.000000 Penalty: 11404.721680
Iteration 86Q: 19 clusters Score -4.694305e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 22788 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 38748 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 15604 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 266039 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 156746 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 17692 members 
Mstep: Class 15 contains 276637 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 34962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943212.000000 Penalty: 11404.721680
Iteration 87Q: 19 clusters Score -4.694321e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 223178 members 
Mstep: Class 2 contains 22798 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 41811 members 
Mstep: Class 5 contains 39010 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 15574 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 264352 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 157622 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 17720 members 
Mstep: Class 15 contains 277801 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 35733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943408.000000 Penalty: 11404.721680
Iteration 88Q: 19 clusters Score -4.694341e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 221695 members 
Mstep: Class 2 contains 22811 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 41765 members 
Mstep: Class 5 contains 39307 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 9 contains 262775 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 158477 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 17746 members 
Mstep: Class 15 contains 278934 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 36478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943620.000000 Penalty: 11404.721680
Iteration 89Q: 19 clusters Score -4.694362e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 22831 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 41741 members 
Mstep: Class 5 contains 39600 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 261257 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 159344 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 15 contains 279913 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 37226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943852.000000 Penalty: 11404.721680
Iteration 90Q: 19 clusters Score -4.694385e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 219044 members 
Mstep: Class 2 contains 22846 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 41747 members 
Mstep: Class 5 contains 39916 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 259707 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 160157 members 
Mstep: Class 13 contains 2846 members 
Mstep: Class 14 contains 17785 members 
Mstep: Class 15 contains 280820 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 37959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943784.000000 Penalty: 11404.721680
Iteration 91Q: 19 clusters Score -4.694378e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 217834 members 
Mstep: Class 2 contains 22859 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 41721 members 
Mstep: Class 5 contains 40270 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 258099 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 160947 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 281736 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 38675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943792.000000 Penalty: 11404.721680
Iteration 92Q: 19 clusters Score -4.694379e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 216585 members 
Mstep: Class 2 contains 22877 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 41707 members 
Mstep: Class 5 contains 40584 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 15442 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 256510 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 161813 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 282621 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 39381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943860.000000 Penalty: 11404.721680
Iteration 93Q: 19 clusters Score -4.694386e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 215213 members 
Mstep: Class 2 contains 22889 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 41693 members 
Mstep: Class 5 contains 40952 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 255114 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 162655 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 283464 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 40046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943796.000000 Penalty: 11404.721680
Iteration 94Q: 19 clusters Score -4.69438e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 213905 members 
Mstep: Class 2 contains 22905 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 41700 members 
Mstep: Class 5 contains 41274 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 15436 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 253675 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 163509 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 284232 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 40753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943824.000000 Penalty: 11404.721680
Iteration 95Q: 19 clusters Score -4.694382e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 212589 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 41722 members 
Mstep: Class 5 contains 41620 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 252315 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 164347 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 15 contains 284933 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 41439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943692.000000 Penalty: 11404.721680
Iteration 96Q: 19 clusters Score -4.694369e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 211281 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 41738 members 
Mstep: Class 5 contains 41995 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 5005 members 
Mstep: Class 9 contains 250988 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 165247 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 285508 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 42094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943616.000000 Penalty: 11404.721680
Iteration 97Q: 19 clusters Score -4.694362e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 210033 members 
Mstep: Class 2 contains 22943 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 41760 members 
Mstep: Class 5 contains 42378 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 15496 members 
Mstep: Class 8 contains 5005 members 
Mstep: Class 9 contains 249695 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 166134 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 18016 members 
Mstep: Class 15 contains 286031 members 
Mstep: Class 16 contains 7063 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 42711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943680.000000 Penalty: 11404.721680
Iteration 98Q: 19 clusters Score -4.694368e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 208744 members 
Mstep: Class 2 contains 22963 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 41763 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 248420 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 166976 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 18055 members 
Mstep: Class 15 contains 286595 members 
Mstep: Class 16 contains 7062 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 43328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943596.000000 Penalty: 11404.721680
Iteration 99Q: 19 clusters Score -4.69436e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 207637 members 
Mstep: Class 2 contains 22994 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 41778 members 
Mstep: Class 5 contains 43220 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 247109 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 167780 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 18086 members 
Mstep: Class 15 contains 287076 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 43925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943752.000000 Penalty: 11404.721680
Iteration 100F: 19 clusters Score -4.694375e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 206451 members 
Mstep: Class 2 contains 23033 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 41722 members 
Mstep: Class 5 contains 43626 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 245853 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 168585 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 18131 members 
Mstep: Class 15 contains 287437 members 
Mstep: Class 16 contains 7055 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 44484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944256.000000 Penalty: 11404.721680
Iteration 101Q: 19 clusters Score -4.694426e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 205244 members 
Mstep: Class 2 contains 23072 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 41612 members 
Mstep: Class 5 contains 44040 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 244619 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 169456 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 18178 members 
Mstep: Class 15 contains 287745 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 45025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944524.000000 Penalty: 11404.721680
Iteration 102Q: 19 clusters Score -4.694452e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204075 members 
Mstep: Class 2 contains 23109 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 41518 members 
Mstep: Class 5 contains 44471 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 243351 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 170263 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 18244 members 
Mstep: Class 15 contains 288120 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 45566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944716.000000 Penalty: 11404.721680
Iteration 103Q: 19 clusters Score -4.694472e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 202703 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 41419 members 
Mstep: Class 5 contains 44928 members 
Mstep: Class 6 contains 4200 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 242192 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 171027 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 18300 members 
Mstep: Class 15 contains 288673 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 46067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945164.000000 Penalty: 11404.721680
Iteration 104Q: 19 clusters Score -4.694516e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 201542 members 
Mstep: Class 2 contains 23180 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 41331 members 
Mstep: Class 5 contains 45388 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 240922 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 171733 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 289183 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 46556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945120.000000 Penalty: 11404.721680
Iteration 105Q: 19 clusters Score -4.694512e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 23212 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 41269 members 
Mstep: Class 5 contains 45857 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 239657 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 172481 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 289574 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 47004 members 
Entering Unmasked Estep 
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Score: -46945340.000000 Penalty: 11404.721680
Iteration 106Q: 19 clusters Score -4.694534e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 199442 members 
Mstep: Class 2 contains 23236 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41206 members 
Mstep: Class 5 contains 46299 members 
Mstep: Class 6 contains 4913 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 238426 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 173219 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 18458 members 
Mstep: Class 15 contains 290028 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 176 members 
Mstep: Class 18 contains 47426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945364.000000 Penalty: 11404.721680
Iteration 107Q: 19 clusters Score -4.694536e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 198143 members 
Mstep: Class 2 contains 23262 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 41174 members 
Mstep: Class 5 contains 46741 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 237305 members 
Mstep: Class 10 contains 1634 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 173859 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 18521 members 
Mstep: Class 15 contains 290707 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 176 members 
Mstep: Class 18 contains 47852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945208.000000 Penalty: 11404.721680
Iteration 108Q: 19 clusters Score -4.694521e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 23310 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 41159 members 
Mstep: Class 5 contains 47164 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 15597 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 236135 members 
Mstep: Class 10 contains 1635 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 174552 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 18592 members 
Mstep: Class 15 contains 291284 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 176 members 
Mstep: Class 18 contains 48234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945464.000000 Penalty: 11404.721680
Iteration 109Q: 19 clusters Score -4.694546e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 195680 members 
Mstep: Class 2 contains 23352 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41133 members 
Mstep: Class 5 contains 47602 members 
Mstep: Class 6 contains 5352 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 235072 members 
Mstep: Class 10 contains 1634 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 175159 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 18677 members 
Mstep: Class 15 contains 292039 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 48611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945640.000000 Penalty: 11404.721680
Iteration 110Q: 19 clusters Score -4.694564e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 194531 members 
Mstep: Class 2 contains 23407 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41100 members 
Mstep: Class 5 contains 48078 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 233964 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 175717 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 292715 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 48958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945840.000000 Penalty: 11404.721680
Iteration 111Q: 19 clusters Score -4.694584e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 193324 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41067 members 
Mstep: Class 5 contains 48556 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4931 members 
Mstep: Class 9 contains 232887 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 176277 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 18795 members 
Mstep: Class 15 contains 293446 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 49341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945576.000000 Penalty: 11404.721680
Iteration 112Q: 19 clusters Score -4.694558e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 23494 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 41043 members 
Mstep: Class 5 contains 49050 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 15609 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 231889 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 176853 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 18839 members 
Mstep: Class 15 contains 294087 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 49712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945552.000000 Penalty: 11404.721680
Iteration 113Q: 19 clusters Score -4.694555e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 23555 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 41029 members 
Mstep: Class 5 contains 49533 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 15598 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 230861 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 177413 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 18890 members 
Mstep: Class 15 contains 294698 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 50043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945584.000000 Penalty: 11404.721680
Iteration 114Q: 19 clusters Score -4.694558e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 190106 members 
Mstep: Class 2 contains 23615 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41025 members 
Mstep: Class 5 contains 50063 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 229830 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 177951 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 18950 members 
Mstep: Class 15 contains 295160 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 50333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945496.000000 Penalty: 11404.721680
Iteration 115Q: 19 clusters Score -4.69455e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 23689 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41010 members 
Mstep: Class 5 contains 50553 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 15588 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 228704 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 178479 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 295604 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 50575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945528.000000 Penalty: 11404.721680
Iteration 116Q: 19 clusters Score -4.694553e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 188617 members 
Mstep: Class 2 contains 23762 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 51032 members 
Mstep: Class 6 contains 5822 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 227637 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 178953 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19077 members 
Mstep: Class 15 contains 296102 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 50804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945580.000000 Penalty: 11404.721680
Iteration 117Q: 19 clusters Score -4.694558e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 23842 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41013 members 
Mstep: Class 5 contains 51532 members 
Mstep: Class 6 contains 5839 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 226564 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 179397 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 19126 members 
Mstep: Class 15 contains 296500 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 51058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945528.000000 Penalty: 11404.721680
Iteration 118Q: 19 clusters Score -4.694553e+07 nChanged 4762
Entering ConstructFrom: 
Score: -46945528.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (187396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187396 members 
Entering Unmasked Estep 
Score: -8419772.000000 Penalty: 552.414551
	Iteration 0F: 2 clusters Score -8419772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -8292747.000000 Penalty: 1104.829102
	Iteration 0F: 3 clusters Score -8292747 nChanged 91954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -8355705.500000 Penalty: 1104.829102
	Iteration 1F: 3 clusters Score -8355706 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -8364039.000000 Penalty: 1104.829102
	Iteration 2F: 3 clusters Score -8364039 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8376933.000000 Penalty: 1104.829102
	Iteration 3F: 3 clusters Score -8376933 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -8392522.000000 Penalty: 1104.829102
	Iteration 4F: 3 clusters Score -8392522 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173107 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -8405748.000000 Penalty: 1104.829102
	Iteration 5F: 3 clusters Score -8405748 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -8413399.000000 Penalty: 1104.829102
	Iteration 6Q: 3 clusters Score -8413399 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184540 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8416838.000000 Penalty: 1104.829102
	Iteration 7Q: 3 clusters Score -8416838 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8418337.000000 Penalty: 1104.829102
	Iteration 8Q: 3 clusters Score -8418337 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186967 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8418947.000000 Penalty: 1104.829102
	Iteration 9Q: 3 clusters Score -8418947 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8419165.000000 Penalty: 1104.829102
	Iteration 10Q: 3 clusters Score -8419165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8419213.000000 Penalty: 1104.829102
	Iteration 11Q: 3 clusters Score -8419213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187302 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8419248.000000 Penalty: 1104.829102
	Iteration 12Q: 3 clusters Score -8419248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8419261.000000 Penalty: 1104.829102
	Iteration 13Q: 3 clusters Score -8419261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8419264.000000 Penalty: 1104.829102
	Iteration 14Q: 3 clusters Score -8419264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187307 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8419259.000000 Penalty: 1104.829102
	Iteration 15Q: 3 clusters Score -8419259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187308 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8419264.000000 Penalty: 1104.829102
	Iteration 16Q: 3 clusters Score -8419264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187308 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 1104.829102
	Iteration 17Q: 3 clusters Score -8419263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187308 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8419267.000000 Penalty: 1104.829102
	Iteration 18Q: 3 clusters Score -8419267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8419268.000000 Penalty: 1104.829102
	Iteration 19Q: 3 clusters Score -8419268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8419268.000000 Penalty: 1104.829102
	Iteration 20F: 3 clusters Score -8419268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Entering Unmasked Estep 
Score: -1030992.500000 Penalty: 458.725739
	Iteration 0F: 2 clusters Score -1030992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1015188.875000 Penalty: 917.451477
	Iteration 0F: 3 clusters Score -1015189 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1021980.750000 Penalty: 917.451477
	Iteration 1F: 3 clusters Score -1021981 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1022516.875000 Penalty: 917.451477
	Iteration 2Q: 3 clusters Score -1022517 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1023404.250000 Penalty: 917.451477
	Iteration 3F: 3 clusters Score -1023404 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1024789.625000 Penalty: 917.451477
	Iteration 4F: 3 clusters Score -1024790 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1026472.562500 Penalty: 917.451477
	Iteration 5F: 3 clusters Score -1026473 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1027739.125000 Penalty: 917.451477
	Iteration 6F: 3 clusters Score -1027739 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1028353.750000 Penalty: 917.451477
	Iteration 7Q: 3 clusters Score -1028354 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1028762.750000 Penalty: 917.451477
	Iteration 8Q: 3 clusters Score -1028763 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1029142.500000 Penalty: 917.451477
	Iteration 9Q: 3 clusters Score -1029142 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1029471.500000 Penalty: 917.451477
	Iteration 10Q: 3 clusters Score -1029472 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1029721.937500 Penalty: 917.451477
	Iteration 11Q: 3 clusters Score -1029722 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1029881.687500 Penalty: 917.451477
	Iteration 12Q: 3 clusters Score -1029882 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1029988.562500 Penalty: 917.451477
	Iteration 13Q: 3 clusters Score -1029989 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1030068.875000 Penalty: 917.451477
	Iteration 14Q: 3 clusters Score -1030069 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1030128.875000 Penalty: 917.451477
	Iteration 15Q: 3 clusters Score -1030129 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1030157.875000 Penalty: 917.451477
	Iteration 16Q: 3 clusters Score -1030158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1030171.187500 Penalty: 917.451477
	Iteration 17Q: 3 clusters Score -1030171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1030173.687500 Penalty: 917.451477
	Iteration 18Q: 3 clusters Score -1030174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1030180.625000 Penalty: 917.451477
	Iteration 19Q: 3 clusters Score -1030181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1030185.562500 Penalty: 917.451477
	Iteration 20F: 3 clusters Score -1030186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1030192.375000 Penalty: 917.451477
	Iteration 21Q: 3 clusters Score -1030192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1030193.375000 Penalty: 917.451477
	Iteration 22Q: 3 clusters Score -1030193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1030196.062500 Penalty: 917.451477
	Iteration 23Q: 3 clusters Score -1030196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1030199.812500 Penalty: 917.451477
	Iteration 24Q: 3 clusters Score -1030200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1030200.187500 Penalty: 917.451477
	Iteration 25Q: 3 clusters Score -1030200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1030201.500000 Penalty: 917.451477
	Iteration 26Q: 3 clusters Score -1030202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1030200.687500 Penalty: 917.451477
	Iteration 27Q: 3 clusters Score -1030201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1030200.375000 Penalty: 917.451477
	Iteration 28Q: 3 clusters Score -1030200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1030200.625000 Penalty: 917.451477
	Iteration 29Q: 3 clusters Score -1030201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1030202.937500 Penalty: 917.451477
	Iteration 30Q: 3 clusters Score -1030203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1030202.062500 Penalty: 917.451477
	Iteration 31Q: 3 clusters Score -1030202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1030202.625000 Penalty: 917.451477
	Iteration 32Q: 3 clusters Score -1030203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1030203.375000 Penalty: 917.451477
	Iteration 33Q: 3 clusters Score -1030203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1030202.562500 Penalty: 917.451477
	Iteration 34Q: 3 clusters Score -1030203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1030201.750000 Penalty: 917.451477
	Iteration 35Q: 3 clusters Score -1030202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1030203.437500 Penalty: 917.451477
	Iteration 36Q: 3 clusters Score -1030203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1030203.625000 Penalty: 917.451477
	Iteration 37Q: 3 clusters Score -1030204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1030202.875000 Penalty: 917.451477
	Iteration 38Q: 3 clusters Score -1030203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1030202.875000 Penalty: 917.451477
	Iteration 39F: 3 clusters Score -1030203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -35382.406250 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -35382.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -34644.886719 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -34644.89 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -34974.566406 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -34974.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -35045.335938 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -35045.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -35096.621094 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -35096.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35137.671875 Penalty: 626.114929
	Iteration 4Q: 3 clusters Score -35137.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -35177.070312 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -35177.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -35213.082031 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -35213.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35262.144531 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -35262.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -35300.949219 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -35300.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -35319.246094 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -35319.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -35325.398438 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -35325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -35335.933594 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -35335.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -35349.855469 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -35349.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -35357.085938 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -35357.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -35361.214844 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -35361.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -35362.875000 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -35362.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -35375.316406 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -35375.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -35378.355469 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -35378.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -35381.003906 Penalty: 626.114929
	Iteration 18Q: 3 clusters Score -35381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -35381.605469 Penalty: 626.114929
	Iteration 19Q: 3 clusters Score -35381.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -35381.605469 Penalty: 626.114929
	Iteration 20F: 3 clusters Score -35381.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Entering Unmasked Estep 
Score: -1662628.875000 Penalty: 483.281494
	Iteration 0F: 2 clusters Score -1662629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1635392.375000 Penalty: 966.562988
	Iteration 0F: 3 clusters Score -1635392 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -1647410.750000 Penalty: 966.562988
	Iteration 1F: 3 clusters Score -1647411 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -1648389.750000 Penalty: 966.562988
	Iteration 2Q: 3 clusters Score -1648390 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1649874.125000 Penalty: 966.562988
	Iteration 3F: 3 clusters Score -1649874 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1651794.500000 Penalty: 966.562988
	Iteration 4F: 3 clusters Score -1651794 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1653872.750000 Penalty: 966.562988
	Iteration 5F: 3 clusters Score -1653873 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1655476.500000 Penalty: 966.562988
	Iteration 6F: 3 clusters Score -1655476 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -1656427.500000 Penalty: 966.562988
	Iteration 7Q: 3 clusters Score -1656428 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -1656962.500000 Penalty: 966.562988
	Iteration 8Q: 3 clusters Score -1656962 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1657330.250000 Penalty: 966.562988
	Iteration 9Q: 3 clusters Score -1657330 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -1657686.375000 Penalty: 966.562988
	Iteration 10Q: 3 clusters Score -1657686 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -1658011.625000 Penalty: 966.562988
	Iteration 11Q: 3 clusters Score -1658012 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -1658327.750000 Penalty: 966.562988
	Iteration 12Q: 3 clusters Score -1658328 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -1658620.625000 Penalty: 966.562988
	Iteration 13Q: 3 clusters Score -1658621 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -1658896.875000 Penalty: 966.562988
	Iteration 14Q: 3 clusters Score -1658897 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -1659175.125000 Penalty: 966.562988
	Iteration 15Q: 3 clusters Score -1659175 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -1659452.000000 Penalty: 966.562988
	Iteration 16Q: 3 clusters Score -1659452 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -1659747.250000 Penalty: 966.562988
	Iteration 17Q: 3 clusters Score -1659747 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -1660048.625000 Penalty: 966.562988
	Iteration 18Q: 3 clusters Score -1660049 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -1660334.625000 Penalty: 966.562988
	Iteration 19Q: 3 clusters Score -1660335 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -1660639.625000 Penalty: 966.562988
	Iteration 20F: 3 clusters Score -1660640 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -1660978.875000 Penalty: 966.562988
	Iteration 21Q: 3 clusters Score -1660979 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -1661285.375000 Penalty: 966.562988
	Iteration 22Q: 3 clusters Score -1661285 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -1661604.125000 Penalty: 966.562988
	Iteration 23Q: 3 clusters Score -1661604 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -1661874.250000 Penalty: 966.562988
	Iteration 24Q: 3 clusters Score -1661874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -1662099.625000 Penalty: 966.562988
	Iteration 25Q: 3 clusters Score -1662100 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -1662217.875000 Penalty: 966.562988
	Iteration 26Q: 3 clusters Score -1662218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -1662297.000000 Penalty: 966.562988
	Iteration 27Q: 3 clusters Score -1662297 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -1662353.625000 Penalty: 966.562988
	Iteration 28Q: 3 clusters Score -1662354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -1662391.750000 Penalty: 966.562988
	Iteration 29Q: 3 clusters Score -1662392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -1662416.125000 Penalty: 966.562988
	Iteration 30Q: 3 clusters Score -1662416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -1662441.625000 Penalty: 966.562988
	Iteration 31Q: 3 clusters Score -1662442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -1662458.125000 Penalty: 966.562988
	Iteration 32Q: 3 clusters Score -1662458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -1662470.000000 Penalty: 966.562988
	Iteration 33Q: 3 clusters Score -1662470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -1662482.750000 Penalty: 966.562988
	Iteration 34Q: 3 clusters Score -1662483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -1662490.375000 Penalty: 966.562988
	Iteration 35Q: 3 clusters Score -1662490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -1662500.750000 Penalty: 966.562988
	Iteration 36Q: 3 clusters Score -1662501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -1662504.625000 Penalty: 966.562988
	Iteration 37Q: 3 clusters Score -1662505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -1662509.875000 Penalty: 966.562988
	Iteration 38Q: 3 clusters Score -1662510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -1662512.875000 Penalty: 966.562988
	Iteration 39Q: 3 clusters Score -1662513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -1662517.750000 Penalty: 966.562988
	Iteration 40F: 3 clusters Score -1662518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -1662516.375000 Penalty: 966.562988
	Iteration 41Q: 3 clusters Score -1662516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -1662516.125000 Penalty: 966.562988
	Iteration 42Q: 3 clusters Score -1662516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -1662519.750000 Penalty: 966.562988
	Iteration 43Q: 3 clusters Score -1662520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -1662520.250000 Penalty: 966.562988
	Iteration 44Q: 3 clusters Score -1662520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -1662519.125000 Penalty: 966.562988
	Iteration 45Q: 3 clusters Score -1662519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -1662521.000000 Penalty: 966.562988
	Iteration 46Q: 3 clusters Score -1662521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1662522.250000 Penalty: 966.562988
	Iteration 47Q: 3 clusters Score -1662522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -1662520.500000 Penalty: 966.562988
	Iteration 48Q: 3 clusters Score -1662520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -1662523.875000 Penalty: 966.562988
	Iteration 49Q: 3 clusters Score -1662524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -1662520.000000 Penalty: 966.562988
	Iteration 50Q: 3 clusters Score -1662520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -1662521.250000 Penalty: 966.562988
	Iteration 51Q: 3 clusters Score -1662521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -1662520.750000 Penalty: 966.562988
	Iteration 52Q: 3 clusters Score -1662521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -1662521.500000 Penalty: 966.562988
	Iteration 53Q: 3 clusters Score -1662522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -1662523.375000 Penalty: 966.562988
	Iteration 54Q: 3 clusters Score -1662523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -1662524.125000 Penalty: 966.562988
	Iteration 55Q: 3 clusters Score -1662524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -1662522.875000 Penalty: 966.562988
	Iteration 56Q: 3 clusters Score -1662523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -1662524.500000 Penalty: 966.562988
	Iteration 57Q: 3 clusters Score -1662524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -1662523.875000 Penalty: 966.562988
	Iteration 58Q: 3 clusters Score -1662524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -1662524.000000 Penalty: 966.562988
	Iteration 59Q: 3 clusters Score -1662524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -1662524.000000 Penalty: 966.562988
	Iteration 60F: 3 clusters Score -1662524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Entering Unmasked Estep 
Score: -2283772.500000 Penalty: 494.101959
	Iteration 0F: 2 clusters Score -2283772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2248781.750000 Penalty: 988.203918
	Iteration 0F: 3 clusters Score -2248782 nChanged 25294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2263357.000000 Penalty: 988.203918
	Iteration 1F: 3 clusters Score -2263357 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2263728.000000 Penalty: 988.203918
	Iteration 2Q: 3 clusters Score -2263728 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -2264256.250000 Penalty: 988.203918
	Iteration 3Q: 3 clusters Score -2264256 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -2265086.500000 Penalty: 988.203918
	Iteration 4Q: 3 clusters Score -2265086 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -2266544.250000 Penalty: 988.203918
	Iteration 5F: 3 clusters Score -2266544 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -2269021.250000 Penalty: 988.203918
	Iteration 6F: 3 clusters Score -2269021 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2272547.500000 Penalty: 988.203918
	Iteration 7F: 3 clusters Score -2272548 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -2276579.250000 Penalty: 988.203918
	Iteration 8F: 3 clusters Score -2276579 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -2279621.250000 Penalty: 988.203918
	Iteration 9F: 3 clusters Score -2279621 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -2281253.500000 Penalty: 988.203918
	Iteration 10Q: 3 clusters Score -2281254 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -2282076.500000 Penalty: 988.203918
	Iteration 11Q: 3 clusters Score -2282076 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -2282558.500000 Penalty: 988.203918
	Iteration 12Q: 3 clusters Score -2282558 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -2282846.500000 Penalty: 988.203918
	Iteration 13Q: 3 clusters Score -2282846 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -2283018.000000 Penalty: 988.203918
	Iteration 14Q: 3 clusters Score -2283018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -2283119.250000 Penalty: 988.203918
	Iteration 15Q: 3 clusters Score -2283119 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -2283179.750000 Penalty: 988.203918
	Iteration 16Q: 3 clusters Score -2283180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -2283226.500000 Penalty: 988.203918
	Iteration 17Q: 3 clusters Score -2283226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -2283252.750000 Penalty: 988.203918
	Iteration 18Q: 3 clusters Score -2283253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -2283282.250000 Penalty: 988.203918
	Iteration 19Q: 3 clusters Score -2283282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -2283301.500000 Penalty: 988.203918
	Iteration 20F: 3 clusters Score -2283302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -2283316.500000 Penalty: 988.203918
	Iteration 21Q: 3 clusters Score -2283316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -2283325.500000 Penalty: 988.203918
	Iteration 22Q: 3 clusters Score -2283326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -2283331.750000 Penalty: 988.203918
	Iteration 23Q: 3 clusters Score -2283332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -2283335.250000 Penalty: 988.203918
	Iteration 24Q: 3 clusters Score -2283335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -2283340.750000 Penalty: 988.203918
	Iteration 25Q: 3 clusters Score -2283341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -2283345.000000 Penalty: 988.203918
	Iteration 26Q: 3 clusters Score -2283345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -2283346.750000 Penalty: 988.203918
	Iteration 27Q: 3 clusters Score -2283347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -2283346.750000 Penalty: 988.203918
	Iteration 28F: 3 clusters Score -2283347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -255963.734375 Penalty: 394.745911
	Iteration 0F: 2 clusters Score -255963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -252028.703125 Penalty: 789.491821
	Iteration 0F: 3 clusters Score -252028.7 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -253497.656250 Penalty: 789.491821
	Iteration 1F: 3 clusters Score -253497.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -253676.703125 Penalty: 789.491821
	Iteration 2F: 3 clusters Score -253676.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -253851.609375 Penalty: 789.491821
	Iteration 3F: 3 clusters Score -253851.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -254065.375000 Penalty: 789.491821
	Iteration 4F: 3 clusters Score -254065.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -254375.875000 Penalty: 789.491821
	Iteration 5F: 3 clusters Score -254375.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -254758.875000 Penalty: 789.491821
	Iteration 6F: 3 clusters Score -254758.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -255045.421875 Penalty: 789.491821
	Iteration 7F: 3 clusters Score -255045.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -255205.109375 Penalty: 789.491821
	Iteration 8Q: 3 clusters Score -255205.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255278.093750 Penalty: 789.491821
	Iteration 9Q: 3 clusters Score -255278.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255301.062500 Penalty: 789.491821
	Iteration 10Q: 3 clusters Score -255301.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255319.203125 Penalty: 789.491821
	Iteration 11Q: 3 clusters Score -255319.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -255335.921875 Penalty: 789.491821
	Iteration 12Q: 3 clusters Score -255335.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -255350.468750 Penalty: 789.491821
	Iteration 13Q: 3 clusters Score -255350.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -255362.531250 Penalty: 789.491821
	Iteration 14Q: 3 clusters Score -255362.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255369.203125 Penalty: 789.491821
	Iteration 15Q: 3 clusters Score -255369.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -255375.656250 Penalty: 789.491821
	Iteration 16Q: 3 clusters Score -255375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -255383.015625 Penalty: 789.491821
	Iteration 17Q: 3 clusters Score -255383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -255388.718750 Penalty: 789.491821
	Iteration 18Q: 3 clusters Score -255388.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255394.781250 Penalty: 789.491821
	Iteration 19Q: 3 clusters Score -255394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -255401.187500 Penalty: 789.491821
	Iteration 20F: 3 clusters Score -255401.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -255409.171875 Penalty: 789.491821
	Iteration 21Q: 3 clusters Score -255409.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -255422.468750 Penalty: 789.491821
	Iteration 22Q: 3 clusters Score -255422.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255436.562500 Penalty: 789.491821
	Iteration 23Q: 3 clusters Score -255436.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -255445.828125 Penalty: 789.491821
	Iteration 24Q: 3 clusters Score -255445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255451.562500 Penalty: 789.491821
	Iteration 25Q: 3 clusters Score -255451.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -255458.406250 Penalty: 789.491821
	Iteration 26Q: 3 clusters Score -255458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255465.796875 Penalty: 789.491821
	Iteration 27Q: 3 clusters Score -255465.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -255474.000000 Penalty: 789.491821
	Iteration 28Q: 3 clusters Score -255474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -255483.890625 Penalty: 789.491821
	Iteration 29Q: 3 clusters Score -255483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -255492.781250 Penalty: 789.491821
	Iteration 30Q: 3 clusters Score -255492.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255501.625000 Penalty: 789.491821
	Iteration 31Q: 3 clusters Score -255501.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -255506.828125 Penalty: 789.491821
	Iteration 32Q: 3 clusters Score -255506.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255511.250000 Penalty: 789.491821
	Iteration 33Q: 3 clusters Score -255511.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -255516.953125 Penalty: 789.491821
	Iteration 34Q: 3 clusters Score -255517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255524.734375 Penalty: 789.491821
	Iteration 35Q: 3 clusters Score -255524.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -255533.453125 Penalty: 789.491821
	Iteration 36Q: 3 clusters Score -255533.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255538.953125 Penalty: 789.491821
	Iteration 37Q: 3 clusters Score -255539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -255544.078125 Penalty: 789.491821
	Iteration 38Q: 3 clusters Score -255544.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -255548.687500 Penalty: 789.491821
	Iteration 39Q: 3 clusters Score -255548.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -255550.828125 Penalty: 789.491821
	Iteration 40F: 3 clusters Score -255550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255552.921875 Penalty: 789.491821
	Iteration 41Q: 3 clusters Score -255552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -255555.578125 Penalty: 789.491821
	Iteration 42Q: 3 clusters Score -255555.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255559.250000 Penalty: 789.491821
	Iteration 43Q: 3 clusters Score -255559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -255560.640625 Penalty: 789.491821
	Iteration 44Q: 3 clusters Score -255560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -255562.953125 Penalty: 789.491821
	Iteration 45Q: 3 clusters Score -255563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -255565.187500 Penalty: 789.491821
	Iteration 46Q: 3 clusters Score -255565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -255568.718750 Penalty: 789.491821
	Iteration 47Q: 3 clusters Score -255568.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255574.046875 Penalty: 789.491821
	Iteration 48Q: 3 clusters Score -255574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -255580.265625 Penalty: 789.491821
	Iteration 49Q: 3 clusters Score -255580.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -255586.937500 Penalty: 789.491821
	Iteration 50Q: 3 clusters Score -255586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -255593.125000 Penalty: 789.491821
	Iteration 51Q: 3 clusters Score -255593.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -255598.937500 Penalty: 789.491821
	Iteration 52Q: 3 clusters Score -255598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -255603.562500 Penalty: 789.491821
	Iteration 53Q: 3 clusters Score -255603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -255607.765625 Penalty: 789.491821
	Iteration 54Q: 3 clusters Score -255607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -255612.578125 Penalty: 789.491821
	Iteration 55Q: 3 clusters Score -255612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -255616.828125 Penalty: 789.491821
	Iteration 56Q: 3 clusters Score -255616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -255619.218750 Penalty: 789.491821
	Iteration 57Q: 3 clusters Score -255619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -255622.812500 Penalty: 789.491821
	Iteration 58Q: 3 clusters Score -255622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -255626.578125 Penalty: 789.491821
	Iteration 59Q: 3 clusters Score -255626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -255630.234375 Penalty: 789.491821
	Iteration 60F: 3 clusters Score -255630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -255632.531250 Penalty: 789.491821
	Iteration 61Q: 3 clusters Score -255632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -255634.328125 Penalty: 789.491821
	Iteration 62Q: 3 clusters Score -255634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -255636.156250 Penalty: 789.491821
	Iteration 63Q: 3 clusters Score -255636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -255637.968750 Penalty: 789.491821
	Iteration 64Q: 3 clusters Score -255638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -255639.890625 Penalty: 789.491821
	Iteration 65Q: 3 clusters Score -255639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -255642.593750 Penalty: 789.491821
	Iteration 66Q: 3 clusters Score -255642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -255642.937500 Penalty: 789.491821
	Iteration 67Q: 3 clusters Score -255642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -255643.578125 Penalty: 789.491821
	Iteration 68Q: 3 clusters Score -255643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -255643.859375 Penalty: 789.491821
	Iteration 69Q: 3 clusters Score -255643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -255645.015625 Penalty: 789.491821
	Iteration 70Q: 3 clusters Score -255645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -255644.750000 Penalty: 789.491821
	Iteration 71Q: 3 clusters Score -255644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -255645.546875 Penalty: 789.491821
	Iteration 72Q: 3 clusters Score -255645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -255645.937500 Penalty: 789.491821
	Iteration 73Q: 3 clusters Score -255645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -255646.375000 Penalty: 789.491821
	Iteration 74Q: 3 clusters Score -255646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -255646.375000 Penalty: 789.491821
	Iteration 75F: 3 clusters Score -255646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -678757.125000 Penalty: 439.423126
	Iteration 0F: 2 clusters Score -678757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -668350.062500 Penalty: 878.846252
	Iteration 0F: 3 clusters Score -668350.1 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -672708.375000 Penalty: 878.846252
	Iteration 1F: 3 clusters Score -672708.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -673076.187500 Penalty: 878.846252
	Iteration 2F: 3 clusters Score -673076.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -673548.125000 Penalty: 878.846252
	Iteration 3F: 3 clusters Score -673548.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -674209.875000 Penalty: 878.846252
	Iteration 4F: 3 clusters Score -674209.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -675082.250000 Penalty: 878.846252
	Iteration 5F: 3 clusters Score -675082.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -675940.687500 Penalty: 878.846252
	Iteration 6F: 3 clusters Score -675940.7 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -676497.562500 Penalty: 878.846252
	Iteration 7F: 3 clusters Score -676497.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -676851.812500 Penalty: 878.846252
	Iteration 8Q: 3 clusters Score -676851.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -677117.687500 Penalty: 878.846252
	Iteration 9Q: 3 clusters Score -677117.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -677357.562500 Penalty: 878.846252
	Iteration 10Q: 3 clusters Score -677357.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -677564.500000 Penalty: 878.846252
	Iteration 11Q: 3 clusters Score -677564.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -677747.000000 Penalty: 878.846252
	Iteration 12Q: 3 clusters Score -677747 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -677873.625000 Penalty: 878.846252
	Iteration 13Q: 3 clusters Score -677873.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -677968.000000 Penalty: 878.846252
	Iteration 14Q: 3 clusters Score -677968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -678024.062500 Penalty: 878.846252
	Iteration 15Q: 3 clusters Score -678024.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -678062.687500 Penalty: 878.846252
	Iteration 16Q: 3 clusters Score -678062.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -678084.000000 Penalty: 878.846252
	Iteration 17Q: 3 clusters Score -678084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -678102.125000 Penalty: 878.846252
	Iteration 18Q: 3 clusters Score -678102.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -678115.000000 Penalty: 878.846252
	Iteration 19Q: 3 clusters Score -678115 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -678123.562500 Penalty: 878.846252
	Iteration 20F: 3 clusters Score -678123.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -678135.375000 Penalty: 878.846252
	Iteration 21Q: 3 clusters Score -678135.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -678147.250000 Penalty: 878.846252
	Iteration 22Q: 3 clusters Score -678147.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -678158.125000 Penalty: 878.846252
	Iteration 23Q: 3 clusters Score -678158.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -678162.812500 Penalty: 878.846252
	Iteration 24Q: 3 clusters Score -678162.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -678169.125000 Penalty: 878.846252
	Iteration 25Q: 3 clusters Score -678169.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -678172.687500 Penalty: 878.846252
	Iteration 26Q: 3 clusters Score -678172.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -678177.437500 Penalty: 878.846252
	Iteration 27Q: 3 clusters Score -678177.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -678183.062500 Penalty: 878.846252
	Iteration 28Q: 3 clusters Score -678183.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -678185.937500 Penalty: 878.846252
	Iteration 29Q: 3 clusters Score -678185.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -678185.812500 Penalty: 878.846252
	Iteration 30Q: 3 clusters Score -678185.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -678188.625000 Penalty: 878.846252
	Iteration 31Q: 3 clusters Score -678188.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -678191.437500 Penalty: 878.846252
	Iteration 32Q: 3 clusters Score -678191.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -678194.500000 Penalty: 878.846252
	Iteration 33Q: 3 clusters Score -678194.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -678193.687500 Penalty: 878.846252
	Iteration 34Q: 3 clusters Score -678193.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -678197.500000 Penalty: 878.846252
	Iteration 35Q: 3 clusters Score -678197.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -678198.250000 Penalty: 878.846252
	Iteration 36Q: 3 clusters Score -678198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -678198.562500 Penalty: 878.846252
	Iteration 37Q: 3 clusters Score -678198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -678200.312500 Penalty: 878.846252
	Iteration 38Q: 3 clusters Score -678200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -678201.062500 Penalty: 878.846252
	Iteration 39Q: 3 clusters Score -678201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -678202.500000 Penalty: 878.846252
	Iteration 40F: 3 clusters Score -678202.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -678204.375000 Penalty: 878.846252
	Iteration 41Q: 3 clusters Score -678204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -678204.187500 Penalty: 878.846252
	Iteration 42Q: 3 clusters Score -678204.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -678204.125000 Penalty: 878.846252
	Iteration 43Q: 3 clusters Score -678204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -678206.687500 Penalty: 878.846252
	Iteration 44Q: 3 clusters Score -678206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -678209.625000 Penalty: 878.846252
	Iteration 45Q: 3 clusters Score -678209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -678211.312500 Penalty: 878.846252
	Iteration 46Q: 3 clusters Score -678211.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -678211.375000 Penalty: 878.846252
	Iteration 47Q: 3 clusters Score -678211.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -678210.687500 Penalty: 878.846252
	Iteration 48Q: 3 clusters Score -678210.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -678214.687500 Penalty: 878.846252
	Iteration 49Q: 3 clusters Score -678214.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -678214.687500 Penalty: 878.846252
	Iteration 50Q: 3 clusters Score -678214.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -678219.500000 Penalty: 878.846252
	Iteration 51Q: 3 clusters Score -678219.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -678223.375000 Penalty: 878.846252
	Iteration 52Q: 3 clusters Score -678223.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -678227.937500 Penalty: 878.846252
	Iteration 53Q: 3 clusters Score -678227.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -678228.875000 Penalty: 878.846252
	Iteration 54Q: 3 clusters Score -678228.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -678234.062500 Penalty: 878.846252
	Iteration 55Q: 3 clusters Score -678234.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -678238.312500 Penalty: 878.846252
	Iteration 56Q: 3 clusters Score -678238.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -678239.500000 Penalty: 878.846252
	Iteration 57Q: 3 clusters Score -678239.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -678240.812500 Penalty: 878.846252
	Iteration 58Q: 3 clusters Score -678240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -678242.000000 Penalty: 878.846252
	Iteration 59Q: 3 clusters Score -678242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -678242.062500 Penalty: 878.846252
	Iteration 60F: 3 clusters Score -678242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -678241.937500 Penalty: 878.846252
	Iteration 61Q: 3 clusters Score -678241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -678242.562500 Penalty: 878.846252
	Iteration 62Q: 3 clusters Score -678242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -678242.937500 Penalty: 878.846252
	Iteration 63Q: 3 clusters Score -678242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -678242.812500 Penalty: 878.846252
	Iteration 64Q: 3 clusters Score -678242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -678244.000000 Penalty: 878.846252
	Iteration 65Q: 3 clusters Score -678244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -678243.375000 Penalty: 878.846252
	Iteration 66Q: 3 clusters Score -678243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -678243.750000 Penalty: 878.846252
	Iteration 67Q: 3 clusters Score -678243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -678244.375000 Penalty: 878.846252
	Iteration 68Q: 3 clusters Score -678244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -678244.687500 Penalty: 878.846252
	Iteration 69Q: 3 clusters Score -678244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -678245.312500 Penalty: 878.846252
	Iteration 70Q: 3 clusters Score -678245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -678245.562500 Penalty: 878.846252
	Iteration 71Q: 3 clusters Score -678245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -678245.562500 Penalty: 878.846252
	Iteration 72F: 3 clusters Score -678245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -206138.515625 Penalty: 386.473541
	Iteration 0F: 2 clusters Score -206138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -202816.781250 Penalty: 772.947083
	Iteration 0F: 3 clusters Score -202816.8 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -204316.062500 Penalty: 772.947083
	Iteration 1F: 3 clusters Score -204316.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -204654.984375 Penalty: 772.947083
	Iteration 2F: 3 clusters Score -204655 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -205017.109375 Penalty: 772.947083
	Iteration 3F: 3 clusters Score -205017.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -205314.000000 Penalty: 772.947083
	Iteration 4F: 3 clusters Score -205314 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -205490.968750 Penalty: 772.947083
	Iteration 5Q: 3 clusters Score -205491 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -205585.875000 Penalty: 772.947083
	Iteration 6Q: 3 clusters Score -205585.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -205650.765625 Penalty: 772.947083
	Iteration 7Q: 3 clusters Score -205650.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205689.078125 Penalty: 772.947083
	Iteration 8Q: 3 clusters Score -205689.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -205728.593750 Penalty: 772.947083
	Iteration 9Q: 3 clusters Score -205728.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -205771.468750 Penalty: 772.947083
	Iteration 10Q: 3 clusters Score -205771.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -205813.328125 Penalty: 772.947083
	Iteration 11Q: 3 clusters Score -205813.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -205851.046875 Penalty: 772.947083
	Iteration 12Q: 3 clusters Score -205851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -205874.468750 Penalty: 772.947083
	Iteration 13Q: 3 clusters Score -205874.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -205884.640625 Penalty: 772.947083
	Iteration 14Q: 3 clusters Score -205884.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -205894.812500 Penalty: 772.947083
	Iteration 15Q: 3 clusters Score -205894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -205900.656250 Penalty: 772.947083
	Iteration 16Q: 3 clusters Score -205900.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -205906.953125 Penalty: 772.947083
	Iteration 17Q: 3 clusters Score -205907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -205914.703125 Penalty: 772.947083
	Iteration 18Q: 3 clusters Score -205914.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -205920.046875 Penalty: 772.947083
	Iteration 19Q: 3 clusters Score -205920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -205922.734375 Penalty: 772.947083
	Iteration 20F: 3 clusters Score -205922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -205924.906250 Penalty: 772.947083
	Iteration 21Q: 3 clusters Score -205924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -205927.296875 Penalty: 772.947083
	Iteration 22Q: 3 clusters Score -205927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -205929.062500 Penalty: 772.947083
	Iteration 23Q: 3 clusters Score -205929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -205929.953125 Penalty: 772.947083
	Iteration 24Q: 3 clusters Score -205930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -205930.718750 Penalty: 772.947083
	Iteration 25Q: 3 clusters Score -205930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -205931.390625 Penalty: 772.947083
	Iteration 26Q: 3 clusters Score -205931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -205932.031250 Penalty: 772.947083
	Iteration 27Q: 3 clusters Score -205932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -205934.000000 Penalty: 772.947083
	Iteration 28Q: 3 clusters Score -205934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -205936.140625 Penalty: 772.947083
	Iteration 29Q: 3 clusters Score -205936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -205937.687500 Penalty: 772.947083
	Iteration 30Q: 3 clusters Score -205937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -205939.062500 Penalty: 772.947083
	Iteration 31Q: 3 clusters Score -205939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -205940.140625 Penalty: 772.947083
	Iteration 32Q: 3 clusters Score -205940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -205939.937500 Penalty: 772.947083
	Iteration 33Q: 3 clusters Score -205939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -205939.937500 Penalty: 772.947083
	Iteration 34F: 3 clusters Score -205939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (225446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225446 members 
Entering Unmasked Estep 
Score: -9896557.000000 Penalty: 560.825562
	Iteration 0F: 2 clusters Score -9896557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -9743120.000000 Penalty: 1121.651123
	Iteration 0F: 3 clusters Score -9743120 nChanged 111255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135253 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -9814329.000000 Penalty: 1121.651123
	Iteration 1F: 3 clusters Score -9814329 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -9822902.000000 Penalty: 1121.651123
	Iteration 2F: 3 clusters Score -9822902 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -9838923.000000 Penalty: 1121.651123
	Iteration 3F: 3 clusters Score -9838923 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193124 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -9861881.000000 Penalty: 1121.651123
	Iteration 4F: 3 clusters Score -9861881 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212150 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -9882518.000000 Penalty: 1121.651123
	Iteration 5F: 3 clusters Score -9882518 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221875 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9892787.000000 Penalty: 1121.651123
	Iteration 6Q: 3 clusters Score -9892787 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224653 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9895528.000000 Penalty: 1121.651123
	Iteration 7Q: 3 clusters Score -9895528 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9895977.000000 Penalty: 1121.651123
	Iteration 8Q: 3 clusters Score -9895977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225312 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9896072.000000 Penalty: 1121.651123
	Iteration 9Q: 3 clusters Score -9896072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225340 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9896102.000000 Penalty: 1121.651123
	Iteration 10Q: 3 clusters Score -9896102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225347 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9896119.000000 Penalty: 1121.651123
	Iteration 11Q: 3 clusters Score -9896119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9896123.000000 Penalty: 1121.651123
	Iteration 12Q: 3 clusters Score -9896123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9896124.000000 Penalty: 1121.651123
	Iteration 13Q: 3 clusters Score -9896124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9896139.000000 Penalty: 1121.651123
	Iteration 14Q: 3 clusters Score -9896139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9896144.000000 Penalty: 1121.651123
	Iteration 15Q: 3 clusters Score -9896144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225355 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9896148.000000 Penalty: 1121.651123
	Iteration 16Q: 3 clusters Score -9896148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225356 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9896142.000000 Penalty: 1121.651123
	Iteration 17Q: 3 clusters Score -9896142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225356 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9896149.000000 Penalty: 1121.651123
	Iteration 18Q: 3 clusters Score -9896149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9896150.000000 Penalty: 1121.651123
	Iteration 19Q: 3 clusters Score -9896150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225350 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9896151.000000 Penalty: 1121.651123
	Iteration 20F: 3 clusters Score -9896151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -68560.109375 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -68560.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -67387.640625 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -67387.64 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -67707.976562 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -67707.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -67760.554688 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -67760.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -67821.796875 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -67821.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -67893.195312 Penalty: 673.010620
	Iteration 4Q: 3 clusters Score -67893.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -67981.828125 Penalty: 673.010620
	Iteration 5Q: 3 clusters Score -67981.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -68049.742188 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -68049.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -68111.460938 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -68111.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -68154.671875 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -68154.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -68182.218750 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -68182.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -68198.578125 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -68198.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -68215.929688 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -68215.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -68230.750000 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -68230.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -68250.171875 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -68250.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -68268.343750 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -68268.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -68279.445312 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -68279.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -68289.710938 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -68289.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -68298.492188 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -68298.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -68303.265625 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -68303.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -68304.710938 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -68304.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -68307.132812 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -68307.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -68310.343750 Penalty: 673.010620
	Iteration 21Q: 3 clusters Score -68310.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -68311.023438 Penalty: 673.010620
	Iteration 22Q: 3 clusters Score -68311.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -68311.023438 Penalty: 673.010620
	Iteration 23F: 3 clusters Score -68311.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -4207.955078 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -4207.955 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 53 members 
Entering Unmasked Estep 
Score: -3970.192383 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -3970.192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4035.630127 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -4035.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4087.196777 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -4087.197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4116.375488 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -4116.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4147.167969 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -4147.168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4160.790527 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -4160.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4160.790527 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -4160.791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (179877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Entering Unmasked Estep 
Score: -7925792.000000 Penalty: 550.551331
	Iteration 0F: 2 clusters Score -7925792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -7803710.000000 Penalty: 1101.102661
	Iteration 0F: 3 clusters Score -7803710 nChanged 88421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -7860649.000000 Penalty: 1101.102661
	Iteration 1F: 3 clusters Score -7860649 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119859 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -7868204.000000 Penalty: 1101.102661
	Iteration 2F: 3 clusters Score -7868204 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -7880987.000000 Penalty: 1101.102661
	Iteration 3F: 3 clusters Score -7880987 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -7896759.500000 Penalty: 1101.102661
	Iteration 4F: 3 clusters Score -7896760 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161441 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7909432.000000 Penalty: 1101.102661
	Iteration 5F: 3 clusters Score -7909432 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -7916312.500000 Penalty: 1101.102661
	Iteration 6Q: 3 clusters Score -7916312 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7919937.500000 Penalty: 1101.102661
	Iteration 7Q: 3 clusters Score -7919938 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -7921976.000000 Penalty: 1101.102661
	Iteration 8Q: 3 clusters Score -7921976 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7923119.000000 Penalty: 1101.102661
	Iteration 9Q: 3 clusters Score -7923119 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7923803.500000 Penalty: 1101.102661
	Iteration 10Q: 3 clusters Score -7923804 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177429 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7924273.000000 Penalty: 1101.102661
	Iteration 11Q: 3 clusters Score -7924273 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177982 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7924614.500000 Penalty: 1101.102661
	Iteration 12Q: 3 clusters Score -7924614 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7924787.500000 Penalty: 1101.102661
	Iteration 13Q: 3 clusters Score -7924788 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7924923.000000 Penalty: 1101.102661
	Iteration 14Q: 3 clusters Score -7924923 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7925009.500000 Penalty: 1101.102661
	Iteration 15Q: 3 clusters Score -7925010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7925083.500000 Penalty: 1101.102661
	Iteration 16Q: 3 clusters Score -7925084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7925138.500000 Penalty: 1101.102661
	Iteration 17Q: 3 clusters Score -7925138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179192 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7925181.000000 Penalty: 1101.102661
	Iteration 18Q: 3 clusters Score -7925181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7925219.500000 Penalty: 1101.102661
	Iteration 19Q: 3 clusters Score -7925220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179323 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7925240.000000 Penalty: 1101.102661
	Iteration 20F: 3 clusters Score -7925240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7925257.000000 Penalty: 1101.102661
	Iteration 21Q: 3 clusters Score -7925257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7925280.000000 Penalty: 1101.102661
	Iteration 22Q: 3 clusters Score -7925280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7925296.500000 Penalty: 1101.102661
	Iteration 23Q: 3 clusters Score -7925296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7925305.500000 Penalty: 1101.102661
	Iteration 24Q: 3 clusters Score -7925306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7925314.000000 Penalty: 1101.102661
	Iteration 25Q: 3 clusters Score -7925314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7925315.500000 Penalty: 1101.102661
	Iteration 26Q: 3 clusters Score -7925316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7925326.000000 Penalty: 1101.102661
	Iteration 27Q: 3 clusters Score -7925326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179516 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7925328.000000 Penalty: 1101.102661
	Iteration 28Q: 3 clusters Score -7925328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179520 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7925330.500000 Penalty: 1101.102661
	Iteration 29Q: 3 clusters Score -7925330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7925339.500000 Penalty: 1101.102661
	Iteration 30Q: 3 clusters Score -7925340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179536 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7925338.500000 Penalty: 1101.102661
	Iteration 31Q: 3 clusters Score -7925338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7925340.000000 Penalty: 1101.102661
	Iteration 32Q: 3 clusters Score -7925340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7925350.500000 Penalty: 1101.102661
	Iteration 33Q: 3 clusters Score -7925350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7925356.500000 Penalty: 1101.102661
	Iteration 34Q: 3 clusters Score -7925356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7925359.500000 Penalty: 1101.102661
	Iteration 35Q: 3 clusters Score -7925360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179569 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7925363.000000 Penalty: 1101.102661
	Iteration 36Q: 3 clusters Score -7925363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7925368.000000 Penalty: 1101.102661
	Iteration 37Q: 3 clusters Score -7925368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7925369.000000 Penalty: 1101.102661
	Iteration 38Q: 3 clusters Score -7925369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179582 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7925368.500000 Penalty: 1101.102661
	Iteration 39Q: 3 clusters Score -7925368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7925372.000000 Penalty: 1101.102661
	Iteration 40F: 3 clusters Score -7925372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7925378.000000 Penalty: 1101.102661
	Iteration 41Q: 3 clusters Score -7925378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7925376.500000 Penalty: 1101.102661
	Iteration 42Q: 3 clusters Score -7925376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7925374.500000 Penalty: 1101.102661
	Iteration 43Q: 3 clusters Score -7925374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7925374.500000 Penalty: 1101.102661
	Iteration 44F: 3 clusters Score -7925374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -113757.796875 Penalty: 358.456055
	Iteration 0F: 2 clusters Score -113757.8 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 1339 members 
Entering Unmasked Estep 
Score: -111904.078125 Penalty: 716.912109
	Iteration 0F: 3 clusters Score -111904.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -112525.140625 Penalty: 716.912109
	Iteration 1F: 3 clusters Score -112525.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -112625.570312 Penalty: 716.912109
	Iteration 2F: 3 clusters Score -112625.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -112704.382812 Penalty: 716.912109
	Iteration 3F: 3 clusters Score -112704.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -112782.789062 Penalty: 716.912109
	Iteration 4Q: 3 clusters Score -112782.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -112862.226562 Penalty: 716.912109
	Iteration 5F: 3 clusters Score -112862.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -112915.562500 Penalty: 716.912109
	Iteration 6Q: 3 clusters Score -112915.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -112967.195312 Penalty: 716.912109
	Iteration 7Q: 3 clusters Score -112967.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -113021.531250 Penalty: 716.912109
	Iteration 8Q: 3 clusters Score -113021.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -113060.656250 Penalty: 716.912109
	Iteration 9Q: 3 clusters Score -113060.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113087.875000 Penalty: 716.912109
	Iteration 10Q: 3 clusters Score -113087.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -113105.968750 Penalty: 716.912109
	Iteration 11Q: 3 clusters Score -113106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -113119.734375 Penalty: 716.912109
	Iteration 12Q: 3 clusters Score -113119.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -113132.828125 Penalty: 716.912109
	Iteration 13Q: 3 clusters Score -113132.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -113146.226562 Penalty: 716.912109
	Iteration 14Q: 3 clusters Score -113146.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -113156.937500 Penalty: 716.912109
	Iteration 15Q: 3 clusters Score -113156.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -113167.492188 Penalty: 716.912109
	Iteration 16Q: 3 clusters Score -113167.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -113173.914062 Penalty: 716.912109
	Iteration 17Q: 3 clusters Score -113173.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -113179.015625 Penalty: 716.912109
	Iteration 18Q: 3 clusters Score -113179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -113187.851562 Penalty: 716.912109
	Iteration 19Q: 3 clusters Score -113187.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -113202.015625 Penalty: 716.912109
	Iteration 20F: 3 clusters Score -113202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -113219.843750 Penalty: 716.912109
	Iteration 21Q: 3 clusters Score -113219.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -113234.554688 Penalty: 716.912109
	Iteration 22Q: 3 clusters Score -113234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -113247.718750 Penalty: 716.912109
	Iteration 23Q: 3 clusters Score -113247.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -113256.039062 Penalty: 716.912109
	Iteration 24Q: 3 clusters Score -113256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -113268.250000 Penalty: 716.912109
	Iteration 25Q: 3 clusters Score -113268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -113278.390625 Penalty: 716.912109
	Iteration 26Q: 3 clusters Score -113278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -113287.343750 Penalty: 716.912109
	Iteration 27Q: 3 clusters Score -113287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -113293.718750 Penalty: 716.912109
	Iteration 28Q: 3 clusters Score -113293.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -113297.750000 Penalty: 716.912109
	Iteration 29Q: 3 clusters Score -113297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -113303.937500 Penalty: 716.912109
	Iteration 30Q: 3 clusters Score -113303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -113307.171875 Penalty: 716.912109
	Iteration 31Q: 3 clusters Score -113307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -113308.382812 Penalty: 716.912109
	Iteration 32Q: 3 clusters Score -113308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -113308.679688 Penalty: 716.912109
	Iteration 33Q: 3 clusters Score -113308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -113310.085938 Penalty: 716.912109
	Iteration 34Q: 3 clusters Score -113310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -113313.101562 Penalty: 716.912109
	Iteration 35Q: 3 clusters Score -113313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -113316.109375 Penalty: 716.912109
	Iteration 36Q: 3 clusters Score -113316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -113318.851562 Penalty: 716.912109
	Iteration 37Q: 3 clusters Score -113318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -113320.476562 Penalty: 716.912109
	Iteration 38Q: 3 clusters Score -113320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -113321.992188 Penalty: 716.912109
	Iteration 39Q: 3 clusters Score -113322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -113325.203125 Penalty: 716.912109
	Iteration 40F: 3 clusters Score -113325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -113328.843750 Penalty: 716.912109
	Iteration 41Q: 3 clusters Score -113328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -113331.359375 Penalty: 716.912109
	Iteration 42Q: 3 clusters Score -113331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -113332.570312 Penalty: 716.912109
	Iteration 43Q: 3 clusters Score -113332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -113333.742188 Penalty: 716.912109
	Iteration 44Q: 3 clusters Score -113333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -113334.859375 Penalty: 716.912109
	Iteration 45Q: 3 clusters Score -113334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -113336.195312 Penalty: 716.912109
	Iteration 46Q: 3 clusters Score -113336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -113337.789062 Penalty: 716.912109
	Iteration 47Q: 3 clusters Score -113337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -113340.523438 Penalty: 716.912109
	Iteration 48Q: 3 clusters Score -113340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -113342.250000 Penalty: 716.912109
	Iteration 49Q: 3 clusters Score -113342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -113343.093750 Penalty: 716.912109
	Iteration 50Q: 3 clusters Score -113343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -113343.335938 Penalty: 716.912109
	Iteration 51Q: 3 clusters Score -113343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -113343.585938 Penalty: 716.912109
	Iteration 52Q: 3 clusters Score -113343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -113344.023438 Penalty: 716.912109
	Iteration 53Q: 3 clusters Score -113344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -113344.484375 Penalty: 716.912109
	Iteration 54Q: 3 clusters Score -113344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -113344.976562 Penalty: 716.912109
	Iteration 55Q: 3 clusters Score -113345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -113345.429688 Penalty: 716.912109
	Iteration 56Q: 3 clusters Score -113345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -113346.593750 Penalty: 716.912109
	Iteration 57Q: 3 clusters Score -113346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -113348.500000 Penalty: 716.912109
	Iteration 58Q: 3 clusters Score -113348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -113349.281250 Penalty: 716.912109
	Iteration 59Q: 3 clusters Score -113349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -113349.296875 Penalty: 716.912109
	Iteration 60F: 3 clusters Score -113349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -113350.335938 Penalty: 716.912109
	Iteration 61Q: 3 clusters Score -113350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -113350.562500 Penalty: 716.912109
	Iteration 62Q: 3 clusters Score -113350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -113351.242188 Penalty: 716.912109
	Iteration 63Q: 3 clusters Score -113351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -113353.234375 Penalty: 716.912109
	Iteration 64Q: 3 clusters Score -113353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -113353.718750 Penalty: 716.912109
	Iteration 65Q: 3 clusters Score -113353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -113353.921875 Penalty: 716.912109
	Iteration 66Q: 3 clusters Score -113353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -113353.921875 Penalty: 716.912109
	Iteration 67F: 3 clusters Score -113353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Entering Unmasked Estep 
Score: -838174.062500 Penalty: 448.729950
	Iteration 0F: 2 clusters Score -838174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -825370.125000 Penalty: 897.459900
	Iteration 0F: 3 clusters Score -825370.1 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -830656.375000 Penalty: 897.459900
	Iteration 1F: 3 clusters Score -830656.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -831007.750000 Penalty: 897.459900
	Iteration 2Q: 3 clusters Score -831007.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -831615.250000 Penalty: 897.459900
	Iteration 3F: 3 clusters Score -831615.2 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -832644.312500 Penalty: 897.459900
	Iteration 4F: 3 clusters Score -832644.3 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -834191.000000 Penalty: 897.459900
	Iteration 5F: 3 clusters Score -834191 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -836030.062500 Penalty: 897.459900
	Iteration 6F: 3 clusters Score -836030.1 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -837221.125000 Penalty: 897.459900
	Iteration 7F: 3 clusters Score -837221.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -837640.062500 Penalty: 897.459900
	Iteration 8Q: 3 clusters Score -837640.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -837739.000000 Penalty: 897.459900
	Iteration 9Q: 3 clusters Score -837739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -837772.250000 Penalty: 897.459900
	Iteration 10Q: 3 clusters Score -837772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -837780.187500 Penalty: 897.459900
	Iteration 11Q: 3 clusters Score -837780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -837780.187500 Penalty: 897.459900
	Iteration 12F: 3 clusters Score -837780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (296807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296807 members 
Entering Unmasked Estep 
Score: -13210517.000000 Penalty: 573.338135
	Iteration 0F: 2 clusters Score -1.321052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -13011615.000000 Penalty: 1146.676270
	Iteration 0F: 3 clusters Score -1.301162e+07 nChanged 146288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139016 members 
Mstep: Class 2 contains 157791 members 
Entering Unmasked Estep 
Score: -13100411.000000 Penalty: 1146.676270
	Iteration 1F: 3 clusters Score -1.310041e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -13102860.000000 Penalty: 1146.676270
	Iteration 2Q: 3 clusters Score -1.310286e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122944 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -13107542.000000 Penalty: 1146.676270
	Iteration 3Q: 3 clusters Score -1.310754e+07 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 188041 members 
Entering Unmasked Estep 
Score: -13115757.000000 Penalty: 1146.676270
	Iteration 4F: 3 clusters Score -1.311576e+07 nChanged 20947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -13129558.000000 Penalty: 1146.676270
	Iteration 5F: 3 clusters Score -1.312956e+07 nChanged 24080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 229528 members 
Entering Unmasked Estep 
Score: -13149019.000000 Penalty: 1146.676270
	Iteration 6F: 3 clusters Score -1.314902e+07 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 251587 members 
Entering Unmasked Estep 
Score: -13170717.000000 Penalty: 1146.676270
	Iteration 7F: 3 clusters Score -1.317072e+07 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 268366 members 
Entering Unmasked Estep 
Score: -13187464.000000 Penalty: 1146.676270
	Iteration 8F: 3 clusters Score -1.318746e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 278830 members 
Entering Unmasked Estep 
Score: -13197246.000000 Penalty: 1146.676270
	Iteration 9Q: 3 clusters Score -1.319725e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 285114 members 
Entering Unmasked Estep 
Score: -13202691.000000 Penalty: 1146.676270
	Iteration 10Q: 3 clusters Score -1.320269e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 288839 members 
Entering Unmasked Estep 
Score: -13205588.000000 Penalty: 1146.676270
	Iteration 11Q: 3 clusters Score -1.320559e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 291113 members 
Entering Unmasked Estep 
Score: -13207198.000000 Penalty: 1146.676270
	Iteration 12Q: 3 clusters Score -1.32072e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 292573 members 
Entering Unmasked Estep 
Score: -13208123.000000 Penalty: 1146.676270
	Iteration 13Q: 3 clusters Score -1.320812e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 293526 members 
Entering Unmasked Estep 
Score: -13208710.000000 Penalty: 1146.676270
	Iteration 14Q: 3 clusters Score -1.320871e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 294202 members 
Entering Unmasked Estep 
Score: -13209147.000000 Penalty: 1146.676270
	Iteration 15Q: 3 clusters Score -1.320915e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 294711 members 
Entering Unmasked Estep 
Score: -13209429.000000 Penalty: 1146.676270
	Iteration 16Q: 3 clusters Score -1.320943e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 295054 members 
Entering Unmasked Estep 
Score: -13209586.000000 Penalty: 1146.676270
	Iteration 17Q: 3 clusters Score -1.320959e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 295310 members 
Entering Unmasked Estep 
Score: -13209690.000000 Penalty: 1146.676270
	Iteration 18Q: 3 clusters Score -1.320969e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 295502 members 
Entering Unmasked Estep 
Score: -13209796.000000 Penalty: 1146.676270
	Iteration 19Q: 3 clusters Score -1.32098e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 295630 members 
Entering Unmasked Estep 
Score: -13209883.000000 Penalty: 1146.676270
	Iteration 20F: 3 clusters Score -1.320988e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 295723 members 
Entering Unmasked Estep 
Score: -13209917.000000 Penalty: 1146.676270
	Iteration 21Q: 3 clusters Score -1.320992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 295786 members 
Entering Unmasked Estep 
Score: -13209902.000000 Penalty: 1146.676270
	Iteration 22Q: 3 clusters Score -1.32099e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 295832 members 
Entering Unmasked Estep 
Score: -13209917.000000 Penalty: 1146.676270
	Iteration 23Q: 3 clusters Score -1.320992e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 295872 members 
Entering Unmasked Estep 
Score: -13209957.000000 Penalty: 1146.676270
	Iteration 24Q: 3 clusters Score -1.320996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 295898 members 
Entering Unmasked Estep 
Score: -13209946.000000 Penalty: 1146.676270
	Iteration 25Q: 3 clusters Score -1.320995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 295930 members 
Entering Unmasked Estep 
Score: -13209964.000000 Penalty: 1146.676270
	Iteration 26Q: 3 clusters Score -1.320996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 295958 members 
Entering Unmasked Estep 
Score: -13209993.000000 Penalty: 1146.676270
	Iteration 27Q: 3 clusters Score -1.320999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 295976 members 
Entering Unmasked Estep 
Score: -13210002.000000 Penalty: 1146.676270
	Iteration 28Q: 3 clusters Score -1.321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 295996 members 
Entering Unmasked Estep 
Score: -13210004.000000 Penalty: 1146.676270
	Iteration 29Q: 3 clusters Score -1.321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 296010 members 
Entering Unmasked Estep 
Score: -13210005.000000 Penalty: 1146.676270
	Iteration 30Q: 3 clusters Score -1.321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 296020 members 
Entering Unmasked Estep 
Score: -13210006.000000 Penalty: 1146.676270
	Iteration 31Q: 3 clusters Score -1.321001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 296032 members 
Entering Unmasked Estep 
Score: -13209999.000000 Penalty: 1146.676270
	Iteration 32Q: 3 clusters Score -1.321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 296044 members 
Entering Unmasked Estep 
Score: -13210018.000000 Penalty: 1146.676270
	Iteration 33Q: 3 clusters Score -1.321002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 296053 members 
Entering Unmasked Estep 
Score: -13210013.000000 Penalty: 1146.676270
	Iteration 34Q: 3 clusters Score -1.321001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 296069 members 
Entering Unmasked Estep 
Score: -13210013.000000 Penalty: 1146.676270
	Iteration 35Q: 3 clusters Score -1.321001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 296080 members 
Entering Unmasked Estep 
Score: -13210021.000000 Penalty: 1146.676270
	Iteration 36Q: 3 clusters Score -1.321002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 296094 members 
Entering Unmasked Estep 
Score: -13210034.000000 Penalty: 1146.676270
	Iteration 37Q: 3 clusters Score -1.321003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 296105 members 
Entering Unmasked Estep 
Score: -13210025.000000 Penalty: 1146.676270
	Iteration 38Q: 3 clusters Score -1.321002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 296114 members 
Entering Unmasked Estep 
Score: -13210045.000000 Penalty: 1146.676270
	Iteration 39Q: 3 clusters Score -1.321004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 296121 members 
Entering Unmasked Estep 
Score: -13210059.000000 Penalty: 1146.676270
	Iteration 40F: 3 clusters Score -1.321006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 296132 members 
Entering Unmasked Estep 
Score: -13210057.000000 Penalty: 1146.676270
	Iteration 41Q: 3 clusters Score -1.321006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 296138 members 
Entering Unmasked Estep 
Score: -13210039.000000 Penalty: 1146.676270
	Iteration 42Q: 3 clusters Score -1.321004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 296147 members 
Entering Unmasked Estep 
Score: -13210039.000000 Penalty: 1146.676270
	Iteration 43Q: 3 clusters Score -1.321004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 296153 members 
Entering Unmasked Estep 
Score: -13210041.000000 Penalty: 1146.676270
	Iteration 44Q: 3 clusters Score -1.321004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 296156 members 
Entering Unmasked Estep 
Score: -13210043.000000 Penalty: 1146.676270
	Iteration 45Q: 3 clusters Score -1.321004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 296160 members 
Entering Unmasked Estep 
Score: -13210036.000000 Penalty: 1146.676270
	Iteration 46Q: 3 clusters Score -1.321004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -13210035.000000 Penalty: 1146.676270
	Iteration 47Q: 3 clusters Score -1.321004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 296167 members 
Entering Unmasked Estep 
Score: -13210044.000000 Penalty: 1146.676270
	Iteration 48Q: 3 clusters Score -1.321004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296170 members 
Entering Unmasked Estep 
Score: -13210039.000000 Penalty: 1146.676270
	Iteration 49Q: 3 clusters Score -1.321004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296170 members 
Entering Unmasked Estep 
Score: -13210044.000000 Penalty: 1146.676270
	Iteration 50Q: 3 clusters Score -1.321004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296170 members 
Entering Unmasked Estep 
Score: -13210050.000000 Penalty: 1146.676270
	Iteration 51Q: 3 clusters Score -1.321005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 296172 members 
Entering Unmasked Estep 
Score: -13210050.000000 Penalty: 1146.676270
	Iteration 52Q: 3 clusters Score -1.321005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 296174 members 
Entering Unmasked Estep 
Score: -13210057.000000 Penalty: 1146.676270
	Iteration 53Q: 3 clusters Score -1.321006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 296176 members 
Entering Unmasked Estep 
Score: -13210050.000000 Penalty: 1146.676270
	Iteration 54Q: 3 clusters Score -1.321005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 296179 members 
Entering Unmasked Estep 
Score: -13210041.000000 Penalty: 1146.676270
	Iteration 55Q: 3 clusters Score -1.321004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 296179 members 
Entering Unmasked Estep 
Score: -13210048.000000 Penalty: 1146.676270
	Iteration 56Q: 3 clusters Score -1.321005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 296177 members 
Entering Unmasked Estep 
Score: -13210048.000000 Penalty: 1146.676270
	Iteration 57Q: 3 clusters Score -1.321005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 296177 members 
Entering Unmasked Estep 
Score: -13210054.000000 Penalty: 1146.676270
	Iteration 58Q: 3 clusters Score -1.321005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 296176 members 
Entering Unmasked Estep 
Score: -13210067.000000 Penalty: 1146.676270
	Iteration 59Q: 3 clusters Score -1.321007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 296174 members 
Entering Unmasked Estep 
Score: -13210065.000000 Penalty: 1146.676270
	Iteration 60F: 3 clusters Score -1.321006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 296174 members 
Entering Unmasked Estep 
Score: -13210063.000000 Penalty: 1146.676270
	Iteration 61Q: 3 clusters Score -1.321006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 296173 members 
Entering Unmasked Estep 
Score: -13210062.000000 Penalty: 1146.676270
	Iteration 62Q: 3 clusters Score -1.321006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 296171 members 
Entering Unmasked Estep 
Score: -13210063.000000 Penalty: 1146.676270
	Iteration 63Q: 3 clusters Score -1.321006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 296167 members 
Entering Unmasked Estep 
Score: -13210057.000000 Penalty: 1146.676270
	Iteration 64Q: 3 clusters Score -1.321006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 296166 members 
Entering Unmasked Estep 
Score: -13210068.000000 Penalty: 1146.676270
	Iteration 65Q: 3 clusters Score -1.321007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 296166 members 
Entering Unmasked Estep 
Score: -13210069.000000 Penalty: 1146.676270
	Iteration 66Q: 3 clusters Score -1.321007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 296167 members 
Entering Unmasked Estep 
Score: -13210073.000000 Penalty: 1146.676270
	Iteration 67Q: 3 clusters Score -1.321007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 296168 members 
Entering Unmasked Estep 
Score: -13210074.000000 Penalty: 1146.676270
	Iteration 68Q: 3 clusters Score -1.321007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 296168 members 
Entering Unmasked Estep 
Score: -13210076.000000 Penalty: 1146.676270
	Iteration 69Q: 3 clusters Score -1.321008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 296169 members 
Entering Unmasked Estep 
Score: -13210077.000000 Penalty: 1146.676270
	Iteration 70Q: 3 clusters Score -1.321008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296170 members 
Entering Unmasked Estep 
Score: -13210080.000000 Penalty: 1146.676270
	Iteration 71Q: 3 clusters Score -1.321008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 296171 members 
Entering Unmasked Estep 
Score: -13210077.000000 Penalty: 1146.676270
	Iteration 72Q: 3 clusters Score -1.321008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 296172 members 
Entering Unmasked Estep 
Score: -13210085.000000 Penalty: 1146.676270
	Iteration 73Q: 3 clusters Score -1.321008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 296172 members 
Entering Unmasked Estep 
Score: -13210085.000000 Penalty: 1146.676270
	Iteration 74F: 3 clusters Score -1.321008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -303387.218750 Penalty: 402.991028
	Iteration 0F: 2 clusters Score -303387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -298605.031250 Penalty: 805.982056
	Iteration 0F: 3 clusters Score -298605 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -300303.968750 Penalty: 805.982056
	Iteration 1F: 3 clusters Score -300304 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -300431.875000 Penalty: 805.982056
	Iteration 2F: 3 clusters Score -300431.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -300568.281250 Penalty: 805.982056
	Iteration 3Q: 3 clusters Score -300568.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -300743.375000 Penalty: 805.982056
	Iteration 4F: 3 clusters Score -300743.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -301031.812500 Penalty: 805.982056
	Iteration 5F: 3 clusters Score -301031.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -301467.250000 Penalty: 805.982056
	Iteration 6F: 3 clusters Score -301467.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -302036.406250 Penalty: 805.982056
	Iteration 7F: 3 clusters Score -302036.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -302552.312500 Penalty: 805.982056
	Iteration 8F: 3 clusters Score -302552.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -302878.125000 Penalty: 805.982056
	Iteration 9Q: 3 clusters Score -302878.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -302975.906250 Penalty: 805.982056
	Iteration 10Q: 3 clusters Score -302975.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -303023.281250 Penalty: 805.982056
	Iteration 11Q: 3 clusters Score -303023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -303035.968750 Penalty: 805.982056
	Iteration 12Q: 3 clusters Score -303036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -303041.625000 Penalty: 805.982056
	Iteration 13Q: 3 clusters Score -303041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -303043.656250 Penalty: 805.982056
	Iteration 14Q: 3 clusters Score -303043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -303053.687500 Penalty: 805.982056
	Iteration 15Q: 3 clusters Score -303053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -303053.687500 Penalty: 805.982056
	Iteration 16F: 3 clusters Score -303053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -5537.623047 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -5537.623 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 91 members 
Entering Unmasked Estep 
Score: -5293.849121 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -5293.849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5358.330566 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -5358.331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5375.496582 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -5375.497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5383.061035 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -5383.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5389.429688 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -5389.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5396.590332 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -5396.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5396.590332 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -5396.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Entering Unmasked Estep 
Score: -2252012.000000 Penalty: 493.445618
	Iteration 0F: 2 clusters Score -2252012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2217567.000000 Penalty: 986.891235
	Iteration 0F: 3 clusters Score -2217567 nChanged 24830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -2232675.250000 Penalty: 986.891235
	Iteration 1F: 3 clusters Score -2232675 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -2233319.250000 Penalty: 986.891235
	Iteration 2Q: 3 clusters Score -2233319 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2234362.750000 Penalty: 986.891235
	Iteration 3Q: 3 clusters Score -2234363 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2235986.000000 Penalty: 986.891235
	Iteration 4F: 3 clusters Score -2235986 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2238360.250000 Penalty: 986.891235
	Iteration 5F: 3 clusters Score -2238360 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2240841.000000 Penalty: 986.891235
	Iteration 6F: 3 clusters Score -2240841 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2242245.500000 Penalty: 986.891235
	Iteration 7F: 3 clusters Score -2242246 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2242715.750000 Penalty: 986.891235
	Iteration 8Q: 3 clusters Score -2242716 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2242847.250000 Penalty: 986.891235
	Iteration 9Q: 3 clusters Score -2242847 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -2242972.250000 Penalty: 986.891235
	Iteration 10Q: 3 clusters Score -2242972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -2243063.000000 Penalty: 986.891235
	Iteration 11Q: 3 clusters Score -2243063 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2243157.750000 Penalty: 986.891235
	Iteration 12Q: 3 clusters Score -2243158 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2243289.000000 Penalty: 986.891235
	Iteration 13Q: 3 clusters Score -2243289 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -2243439.250000 Penalty: 986.891235
	Iteration 14Q: 3 clusters Score -2243439 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2243593.750000 Penalty: 986.891235
	Iteration 15Q: 3 clusters Score -2243594 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2243831.000000 Penalty: 986.891235
	Iteration 16Q: 3 clusters Score -2243831 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -2244181.250000 Penalty: 986.891235
	Iteration 17Q: 3 clusters Score -2244181 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -2244641.000000 Penalty: 986.891235
	Iteration 18Q: 3 clusters Score -2244641 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2245243.500000 Penalty: 986.891235
	Iteration 19Q: 3 clusters Score -2245244 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2245922.750000 Penalty: 986.891235
	Iteration 20F: 3 clusters Score -2245923 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -2246665.500000 Penalty: 986.891235
	Iteration 21Q: 3 clusters Score -2246666 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -2247402.250000 Penalty: 986.891235
	Iteration 22Q: 3 clusters Score -2247402 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -2248199.750000 Penalty: 986.891235
	Iteration 23Q: 3 clusters Score -2248200 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -2249088.250000 Penalty: 986.891235
	Iteration 24Q: 3 clusters Score -2249088 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -2250093.250000 Penalty: 986.891235
	Iteration 25Q: 3 clusters Score -2250093 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2250881.250000 Penalty: 986.891235
	Iteration 26Q: 3 clusters Score -2250881 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -2251305.250000 Penalty: 986.891235
	Iteration 27Q: 3 clusters Score -2251305 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -2251513.000000 Penalty: 986.891235
	Iteration 28Q: 3 clusters Score -2251513 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2251610.500000 Penalty: 986.891235
	Iteration 29Q: 3 clusters Score -2251610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2251657.500000 Penalty: 986.891235
	Iteration 30Q: 3 clusters Score -2251658 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2251686.000000 Penalty: 986.891235
	Iteration 31Q: 3 clusters Score -2251686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2251683.750000 Penalty: 986.891235
	Iteration 32Q: 3 clusters Score -2251684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -2251696.250000 Penalty: 986.891235
	Iteration 33Q: 3 clusters Score -2251696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -2251705.750000 Penalty: 986.891235
	Iteration 34Q: 3 clusters Score -2251706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2251708.250000 Penalty: 986.891235
	Iteration 35Q: 3 clusters Score -2251708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -2251710.000000 Penalty: 986.891235
	Iteration 36Q: 3 clusters Score -2251710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2251712.250000 Penalty: 986.891235
	Iteration 37Q: 3 clusters Score -2251712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -2251716.750000 Penalty: 986.891235
	Iteration 38Q: 3 clusters Score -2251717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -2251717.250000 Penalty: 986.891235
	Iteration 39Q: 3 clusters Score -2251717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2251729.000000 Penalty: 986.891235
	Iteration 40F: 3 clusters Score -2251729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -2251736.250000 Penalty: 986.891235
	Iteration 41Q: 3 clusters Score -2251736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -2251731.750000 Penalty: 986.891235
	Iteration 42Q: 3 clusters Score -2251732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2251735.750000 Penalty: 986.891235
	Iteration 43Q: 3 clusters Score -2251736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2251739.000000 Penalty: 986.891235
	Iteration 44Q: 3 clusters Score -2251739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -2251746.250000 Penalty: 986.891235
	Iteration 45Q: 3 clusters Score -2251746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -2251745.000000 Penalty: 986.891235
	Iteration 46Q: 3 clusters Score -2251745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2251740.250000 Penalty: 986.891235
	Iteration 47Q: 3 clusters Score -2251740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -2251742.750000 Penalty: 986.891235
	Iteration 48Q: 3 clusters Score -2251743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2251747.000000 Penalty: 986.891235
	Iteration 49Q: 3 clusters Score -2251747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -2251749.750000 Penalty: 986.891235
	Iteration 50Q: 3 clusters Score -2251750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2251751.750000 Penalty: 986.891235
	Iteration 51Q: 3 clusters Score -2251752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2251746.500000 Penalty: 986.891235
	Iteration 52Q: 3 clusters Score -2251746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2251750.750000 Penalty: 986.891235
	Iteration 53Q: 3 clusters Score -2251751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2251750.000000 Penalty: 986.891235
	Iteration 54Q: 3 clusters Score -2251750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2251749.750000 Penalty: 986.891235
	Iteration 55Q: 3 clusters Score -2251750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -2251747.500000 Penalty: 986.891235
	Iteration 56Q: 3 clusters Score -2251748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -2251747.250000 Penalty: 986.891235
	Iteration 57Q: 3 clusters Score -2251747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2251749.750000 Penalty: 986.891235
	Iteration 58Q: 3 clusters Score -2251750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2251750.250000 Penalty: 986.891235
	Iteration 59Q: 3 clusters Score -2251750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -2251748.500000 Penalty: 986.891235
	Iteration 60F: 3 clusters Score -2251748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2251751.250000 Penalty: 986.891235
	Iteration 61Q: 3 clusters Score -2251751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2251752.750000 Penalty: 986.891235
	Iteration 62Q: 3 clusters Score -2251753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -2251749.500000 Penalty: 986.891235
	Iteration 63Q: 3 clusters Score -2251750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -2251748.500000 Penalty: 986.891235
	Iteration 64Q: 3 clusters Score -2251748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2251747.250000 Penalty: 986.891235
	Iteration 65Q: 3 clusters Score -2251747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2251747.000000 Penalty: 986.891235
	Iteration 66Q: 3 clusters Score -2251747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2251750.000000 Penalty: 986.891235
	Iteration 67Q: 3 clusters Score -2251750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2251747.750000 Penalty: 986.891235
	Iteration 68Q: 3 clusters Score -2251748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2251749.500000 Penalty: 986.891235
	Iteration 69Q: 3 clusters Score -2251750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2251748.000000 Penalty: 986.891235
	Iteration 70Q: 3 clusters Score -2251748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -2251752.250000 Penalty: 986.891235
	Iteration 71Q: 3 clusters Score -2251752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2251752.000000 Penalty: 986.891235
	Iteration 72Q: 3 clusters Score -2251752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -2251753.000000 Penalty: 986.891235
	Iteration 73Q: 3 clusters Score -2251753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -2251751.500000 Penalty: 986.891235
	Iteration 74Q: 3 clusters Score -2251752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2251752.250000 Penalty: 986.891235
	Iteration 75Q: 3 clusters Score -2251752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2251753.250000 Penalty: 986.891235
	Iteration 76Q: 3 clusters Score -2251753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2251752.500000 Penalty: 986.891235
	Iteration 77Q: 3 clusters Score -2251752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2251755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2251754.250000 Penalty: 986.891235
	Iteration 79Q: 3 clusters Score -2251754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2251755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2251754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -2251753.750000 Penalty: 986.891235
	Iteration 82F: 3 clusters Score -2251754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 187396 members 
Mstep: Class 2 contains 23906 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 41010 members 
Mstep: Class 5 contains 52020 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 15641 members 
Mstep: Class 8 contains 4885 members 
Mstep: Class 9 contains 225446 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 179877 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 296807 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 51275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -4.694528e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 52531 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 224338 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 180219 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 19259 members 
Mstep: Class 15 contains 297228 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 51497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -4.69457e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 186390 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 52981 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 223115 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 180559 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 19326 members 
Mstep: Class 15 contains 297578 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 51735 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -4.694585e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 53445 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 15697 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 222058 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 180889 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 19395 members 
Mstep: Class 15 contains 297984 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 51938 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 19 clusters Score -4.69457e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 24165 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40913 members 
Mstep: Class 5 contains 53909 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 15713 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 220956 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 181188 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 19466 members 
Mstep: Class 15 contains 298309 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 52104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 19 clusters Score -4.694563e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40871 members 
Mstep: Class 5 contains 54370 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 15721 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 219868 members 
Mstep: Class 10 contains 1636 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 181440 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19536 members 
Mstep: Class 15 contains 298627 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 52226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 19 clusters Score -4.694576e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 24334 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 54837 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 15744 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 218765 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 181658 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19604 members 
Mstep: Class 15 contains 298915 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 52351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 19 clusters Score -4.694582e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 24428 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40816 members 
Mstep: Class 5 contains 55306 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 217722 members 
Mstep: Class 10 contains 1643 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 181896 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19658 members 
Mstep: Class 15 contains 299082 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 52461 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -4.694618e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184309 members 
Mstep: Class 2 contains 24523 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40795 members 
Mstep: Class 5 contains 55772 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 216724 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182075 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 19717 members 
Mstep: Class 15 contains 299337 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 52580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 19 clusters Score -4.6946e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 24634 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40771 members 
Mstep: Class 5 contains 56219 members 
Mstep: Class 6 contains 6818 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 215745 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182222 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19766 members 
Mstep: Class 15 contains 299558 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52665 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -4.694601e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 24739 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 40763 members 
Mstep: Class 5 contains 56714 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 214715 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182317 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 19827 members 
Mstep: Class 15 contains 299703 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 52735 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -4.694608e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 24837 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40774 members 
Mstep: Class 5 contains 57252 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 213609 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182344 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19886 members 
Mstep: Class 15 contains 299871 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 19 clusters Score -4.694589e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 24961 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 40770 members 
Mstep: Class 5 contains 57816 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 15874 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 9 contains 212511 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182318 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 19933 members 
Mstep: Class 15 contains 300032 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52848 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -4.694594e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184398 members 
Mstep: Class 2 contains 25117 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 40758 members 
Mstep: Class 5 contains 58363 members 
Mstep: Class 6 contains 7026 members 
Mstep: Class 7 contains 15883 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 211391 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 182309 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 19994 members 
Mstep: Class 15 contains 300132 members 
Mstep: Class 16 contains 7050 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52896 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -4.694598e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184506 members 
Mstep: Class 2 contains 25265 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 40751 members 
Mstep: Class 5 contains 58889 members 
Mstep: Class 6 contains 7072 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 210318 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 182292 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 20053 members 
Mstep: Class 15 contains 300242 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52942 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 19 clusters Score -4.69462e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 184820 members 
Mstep: Class 2 contains 25414 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 40729 members 
Mstep: Class 5 contains 59466 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 15890 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 209169 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 182220 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 20115 members 
Mstep: Class 15 contains 300243 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52997 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -4.69464e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185207 members 
Mstep: Class 2 contains 25579 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 5 contains 60064 members 
Mstep: Class 6 contains 7156 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 207991 members 
Mstep: Class 10 contains 1685 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 182094 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 20175 members 
Mstep: Class 15 contains 300246 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53034 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -4.694667e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 185653 members 
Mstep: Class 2 contains 25763 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40685 members 
Mstep: Class 5 contains 60649 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 206771 members 
Mstep: Class 10 contains 1693 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 181906 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 300295 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946892.000000 Penalty: 11404.721680
Iteration 136Q: 19 clusters Score -4.694689e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 186127 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40668 members 
Mstep: Class 5 contains 61218 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 205592 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 181739 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 20278 members 
Mstep: Class 15 contains 300317 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947044.000000 Penalty: 11404.721680
Iteration 137Q: 19 clusters Score -4.694704e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 26080 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40644 members 
Mstep: Class 5 contains 61805 members 
Mstep: Class 6 contains 7275 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 204445 members 
Mstep: Class 10 contains 1707 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 181533 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 20330 members 
Mstep: Class 15 contains 300406 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947184.000000 Penalty: 11404.721680
Iteration 138Q: 19 clusters Score -4.694718e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 187117 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40642 members 
Mstep: Class 5 contains 62354 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 203207 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 181288 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 20375 members 
Mstep: Class 15 contains 300493 members 
Mstep: Class 16 contains 7165 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947560.000000 Penalty: 11404.721680
Iteration 139Q: 19 clusters Score -4.694756e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 40643 members 
Mstep: Class 5 contains 62866 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 201956 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 181083 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 20408 members 
Mstep: Class 15 contains 300399 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947732.000000 Penalty: 11404.721680
Iteration 140F: 19 clusters Score -4.694773e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 188572 members 
Mstep: Class 2 contains 26546 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 40630 members 
Mstep: Class 5 contains 63331 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 200761 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 180936 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 20434 members 
Mstep: Class 15 contains 300353 members 
Mstep: Class 16 contains 7212 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 19 clusters Score -4.694777e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 26693 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 40594 members 
Mstep: Class 5 contains 63783 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 199567 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 180778 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 20468 members 
Mstep: Class 15 contains 300377 members 
Mstep: Class 16 contains 7228 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947564.000000 Penalty: 11404.721680
Iteration 142Q: 19 clusters Score -4.694756e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 190066 members 
Mstep: Class 2 contains 26824 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 40587 members 
Mstep: Class 5 contains 64217 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 7 contains 15768 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 198238 members 
Mstep: Class 10 contains 1732 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 180580 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 20501 members 
Mstep: Class 15 contains 300425 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947472.000000 Penalty: 11404.721680
Iteration 143Q: 19 clusters Score -4.694747e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 40580 members 
Mstep: Class 5 contains 64678 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 196972 members 
Mstep: Class 10 contains 1735 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 180359 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 20521 members 
Mstep: Class 15 contains 300507 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947448.000000 Penalty: 11404.721680
Iteration 144Q: 19 clusters Score -4.694745e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 27053 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 40572 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 15747 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 195698 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 180129 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 20538 members 
Mstep: Class 15 contains 300637 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947492.000000 Penalty: 11404.721680
Iteration 145Q: 19 clusters Score -4.694749e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 192275 members 
Mstep: Class 2 contains 27168 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 40552 members 
Mstep: Class 5 contains 65589 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 194520 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 179856 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 20556 members 
Mstep: Class 15 contains 300832 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947460.000000 Penalty: 11404.721680
Iteration 146Q: 19 clusters Score -4.694746e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 193040 members 
Mstep: Class 2 contains 27311 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 40546 members 
Mstep: Class 5 contains 65996 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 15747 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 193240 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 179558 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 20572 members 
Mstep: Class 15 contains 301048 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947668.000000 Penalty: 11404.721680
Iteration 147Q: 19 clusters Score -4.694767e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 193832 members 
Mstep: Class 2 contains 27449 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40546 members 
Mstep: Class 5 contains 66404 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 191975 members 
Mstep: Class 10 contains 1757 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 179197 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 20588 members 
Mstep: Class 15 contains 301255 members 
Mstep: Class 16 contains 7281 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947516.000000 Penalty: 11404.721680
Iteration 148Q: 19 clusters Score -4.694752e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 27569 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40530 members 
Mstep: Class 5 contains 66838 members 
Mstep: Class 6 contains 7645 members 
Mstep: Class 7 contains 15798 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 190751 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 178841 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 20590 members 
Mstep: Class 15 contains 301384 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947448.000000 Penalty: 11404.721680
Iteration 149Q: 19 clusters Score -4.694745e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 195599 members 
Mstep: Class 2 contains 27694 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40506 members 
Mstep: Class 5 contains 67279 members 
Mstep: Class 6 contains 7667 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 189499 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 178483 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 20601 members 
Mstep: Class 15 contains 301503 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947492.000000 Penalty: 11404.721680
Iteration 150Q: 19 clusters Score -4.694749e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 196560 members 
Mstep: Class 2 contains 27827 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40500 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 5071 members 
Mstep: Class 9 contains 188173 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 178151 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 20602 members 
Mstep: Class 15 contains 301654 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947648.000000 Penalty: 11404.721680
Iteration 151Q: 19 clusters Score -4.694765e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 197471 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40504 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 7701 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 5067 members 
Mstep: Class 9 contains 186798 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 177821 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 20616 members 
Mstep: Class 15 contains 301928 members 
Mstep: Class 16 contains 7325 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 53129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947864.000000 Penalty: 11404.721680
Iteration 152Q: 19 clusters Score -4.694786e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 28074 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 68398 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 185489 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 177493 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20623 members 
Mstep: Class 15 contains 302210 members 
Mstep: Class 16 contains 7338 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 53078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948140.000000 Penalty: 11404.721680
Iteration 153Q: 19 clusters Score -4.694814e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 199372 members 
Mstep: Class 2 contains 28212 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 68734 members 
Mstep: Class 6 contains 7728 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 184132 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 177140 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20622 members 
Mstep: Class 15 contains 302439 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 53019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947948.000000 Penalty: 11404.721680
Iteration 154Q: 19 clusters Score -4.694795e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 200370 members 
Mstep: Class 2 contains 28360 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 69075 members 
Mstep: Class 6 contains 7742 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 182755 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 176777 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20614 members 
Mstep: Class 15 contains 302725 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947852.000000 Penalty: 11404.721680
Iteration 155Q: 19 clusters Score -4.694785e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 201414 members 
Mstep: Class 2 contains 28496 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40499 members 
Mstep: Class 5 contains 69416 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 15873 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 181328 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 176437 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20610 members 
Mstep: Class 15 contains 303006 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947968.000000 Penalty: 11404.721680
Iteration 156Q: 19 clusters Score -4.694797e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 202415 members 
Mstep: Class 2 contains 28647 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40492 members 
Mstep: Class 5 contains 69744 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 179883 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 176069 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 20605 members 
Mstep: Class 15 contains 303364 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947920.000000 Penalty: 11404.721680
Iteration 157Q: 19 clusters Score -4.694792e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 203524 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 40490 members 
Mstep: Class 5 contains 70066 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 178355 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 175698 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 20609 members 
Mstep: Class 15 contains 303690 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947640.000000 Penalty: 11404.721680
Iteration 158Q: 19 clusters Score -4.694764e+07 nChanged 3541
Entering ConstructFrom: 
Score: -46947640.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (204618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204618 members 
Entering Unmasked Estep 
Score: -9156354.000000 Penalty: 556.414978
	Iteration 0F: 2 clusters Score -9156354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -9017705.000000 Penalty: 1112.829956
	Iteration 0F: 3 clusters Score -9017705 nChanged 100682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -9079297.000000 Penalty: 1112.829956
	Iteration 1F: 3 clusters Score -9079297 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -9081572.000000 Penalty: 1112.829956
	Iteration 2Q: 3 clusters Score -9081572 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -9085499.000000 Penalty: 1112.829956
	Iteration 3Q: 3 clusters Score -9085499 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 109035 members 
Entering Unmasked Estep 
Score: -9092106.000000 Penalty: 1112.829956
	Iteration 4F: 3 clusters Score -9092106 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -9102617.000000 Penalty: 1112.829956
	Iteration 5F: 3 clusters Score -9102617 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -9113088.000000 Penalty: 1112.829956
	Iteration 6F: 3 clusters Score -9113088 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -9117950.000000 Penalty: 1112.829956
	Iteration 7F: 3 clusters Score -9117950 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -9119281.000000 Penalty: 1112.829956
	Iteration 8Q: 3 clusters Score -9119281 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -9119684.000000 Penalty: 1112.829956
	Iteration 9Q: 3 clusters Score -9119684 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -9119975.000000 Penalty: 1112.829956
	Iteration 10Q: 3 clusters Score -9119975 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -9120233.000000 Penalty: 1112.829956
	Iteration 11Q: 3 clusters Score -9120233 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -9120532.000000 Penalty: 1112.829956
	Iteration 12Q: 3 clusters Score -9120532 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -9120890.000000 Penalty: 1112.829956
	Iteration 13Q: 3 clusters Score -9120890 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -9121330.000000 Penalty: 1112.829956
	Iteration 14Q: 3 clusters Score -9121330 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -9121918.000000 Penalty: 1112.829956
	Iteration 15Q: 3 clusters Score -9121918 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -9122520.000000 Penalty: 1112.829956
	Iteration 16Q: 3 clusters Score -9122520 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 139063 members 
Entering Unmasked Estep 
Score: -9123333.000000 Penalty: 1112.829956
	Iteration 17Q: 3 clusters Score -9123333 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 142428 members 
Entering Unmasked Estep 
Score: -9124266.000000 Penalty: 1112.829956
	Iteration 18Q: 3 clusters Score -9124266 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 146015 members 
Entering Unmasked Estep 
Score: -9125362.000000 Penalty: 1112.829956
	Iteration 19Q: 3 clusters Score -9125362 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -9126519.000000 Penalty: 1112.829956
	Iteration 20F: 3 clusters Score -9126519 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -9127987.000000 Penalty: 1112.829956
	Iteration 21Q: 3 clusters Score -9127987 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -9129753.000000 Penalty: 1112.829956
	Iteration 22Q: 3 clusters Score -9129753 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -9131709.000000 Penalty: 1112.829956
	Iteration 23Q: 3 clusters Score -9131709 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 167153 members 
Entering Unmasked Estep 
Score: -9133927.000000 Penalty: 1112.829956
	Iteration 24Q: 3 clusters Score -9133927 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -9136453.000000 Penalty: 1112.829956
	Iteration 25Q: 3 clusters Score -9136453 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -9139062.000000 Penalty: 1112.829956
	Iteration 26Q: 3 clusters Score -9139062 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -9141719.000000 Penalty: 1112.829956
	Iteration 27Q: 3 clusters Score -9141719 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -9144451.000000 Penalty: 1112.829956
	Iteration 28Q: 3 clusters Score -9144451 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 188185 members 
Entering Unmasked Estep 
Score: -9146750.000000 Penalty: 1112.829956
	Iteration 29Q: 3 clusters Score -9146750 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 191136 members 
Entering Unmasked Estep 
Score: -9148691.000000 Penalty: 1112.829956
	Iteration 30Q: 3 clusters Score -9148691 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 193525 members 
Entering Unmasked Estep 
Score: -9150239.000000 Penalty: 1112.829956
	Iteration 31Q: 3 clusters Score -9150239 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 195460 members 
Entering Unmasked Estep 
Score: -9151436.000000 Penalty: 1112.829956
	Iteration 32Q: 3 clusters Score -9151436 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 197056 members 
Entering Unmasked Estep 
Score: -9152390.000000 Penalty: 1112.829956
	Iteration 33Q: 3 clusters Score -9152390 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 198322 members 
Entering Unmasked Estep 
Score: -9153119.000000 Penalty: 1112.829956
	Iteration 34Q: 3 clusters Score -9153119 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 199333 members 
Entering Unmasked Estep 
Score: -9153692.000000 Penalty: 1112.829956
	Iteration 35Q: 3 clusters Score -9153692 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 200121 members 
Entering Unmasked Estep 
Score: -9154099.000000 Penalty: 1112.829956
	Iteration 36Q: 3 clusters Score -9154099 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -9154390.000000 Penalty: 1112.829956
	Iteration 37Q: 3 clusters Score -9154390 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 201302 members 
Entering Unmasked Estep 
Score: -9154638.000000 Penalty: 1112.829956
	Iteration 38Q: 3 clusters Score -9154638 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 201793 members 
Entering Unmasked Estep 
Score: -9154851.000000 Penalty: 1112.829956
	Iteration 39Q: 3 clusters Score -9154851 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 202197 members 
Entering Unmasked Estep 
Score: -9155023.000000 Penalty: 1112.829956
	Iteration 40F: 3 clusters Score -9155023 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -9155170.000000 Penalty: 1112.829956
	Iteration 41Q: 3 clusters Score -9155170 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 202782 members 
Entering Unmasked Estep 
Score: -9155270.000000 Penalty: 1112.829956
	Iteration 42Q: 3 clusters Score -9155270 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -9155404.000000 Penalty: 1112.829956
	Iteration 43Q: 3 clusters Score -9155404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 203229 members 
Entering Unmasked Estep 
Score: -9155498.000000 Penalty: 1112.829956
	Iteration 44Q: 3 clusters Score -9155498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 203423 members 
Entering Unmasked Estep 
Score: -9155589.000000 Penalty: 1112.829956
	Iteration 45Q: 3 clusters Score -9155589 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 203576 members 
Entering Unmasked Estep 
Score: -9155663.000000 Penalty: 1112.829956
	Iteration 46Q: 3 clusters Score -9155663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 203712 members 
Entering Unmasked Estep 
Score: -9155725.000000 Penalty: 1112.829956
	Iteration 47Q: 3 clusters Score -9155725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 203803 members 
Entering Unmasked Estep 
Score: -9155793.000000 Penalty: 1112.829956
	Iteration 48Q: 3 clusters Score -9155793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 203869 members 
Entering Unmasked Estep 
Score: -9155821.000000 Penalty: 1112.829956
	Iteration 49Q: 3 clusters Score -9155821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 203930 members 
Entering Unmasked Estep 
Score: -9155849.000000 Penalty: 1112.829956
	Iteration 50Q: 3 clusters Score -9155849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 203975 members 
Entering Unmasked Estep 
Score: -9155893.000000 Penalty: 1112.829956
	Iteration 51Q: 3 clusters Score -9155893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 204008 members 
Entering Unmasked Estep 
Score: -9155920.000000 Penalty: 1112.829956
	Iteration 52Q: 3 clusters Score -9155920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 204037 members 
Entering Unmasked Estep 
Score: -9155944.000000 Penalty: 1112.829956
	Iteration 53Q: 3 clusters Score -9155944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 204052 members 
Entering Unmasked Estep 
Score: -9155951.000000 Penalty: 1112.829956
	Iteration 54Q: 3 clusters Score -9155951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -9155971.000000 Penalty: 1112.829956
	Iteration 55Q: 3 clusters Score -9155971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 204085 members 
Entering Unmasked Estep 
Score: -9155982.000000 Penalty: 1112.829956
	Iteration 56Q: 3 clusters Score -9155982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 204100 members 
Entering Unmasked Estep 
Score: -9155992.000000 Penalty: 1112.829956
	Iteration 57Q: 3 clusters Score -9155992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 204115 members 
Entering Unmasked Estep 
Score: -9156004.000000 Penalty: 1112.829956
	Iteration 58Q: 3 clusters Score -9156004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 204133 members 
Entering Unmasked Estep 
Score: -9156011.000000 Penalty: 1112.829956
	Iteration 59Q: 3 clusters Score -9156011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 204144 members 
Entering Unmasked Estep 
Score: -9156017.000000 Penalty: 1112.829956
	Iteration 60F: 3 clusters Score -9156017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -9156017.000000 Penalty: 1112.829956
	Iteration 61Q: 3 clusters Score -9156017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -9156020.000000 Penalty: 1112.829956
	Iteration 62Q: 3 clusters Score -9156020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -9156020.000000 Penalty: 1112.829956
	Iteration 63Q: 3 clusters Score -9156020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 204162 members 
Entering Unmasked Estep 
Score: -9156017.000000 Penalty: 1112.829956
	Iteration 64Q: 3 clusters Score -9156017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 204164 members 
Entering Unmasked Estep 
Score: -9156021.000000 Penalty: 1112.829956
	Iteration 65Q: 3 clusters Score -9156021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -9156021.000000 Penalty: 1112.829956
	Iteration 66Q: 3 clusters Score -9156021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -9156020.000000 Penalty: 1112.829956
	Iteration 67Q: 3 clusters Score -9156020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 204173 members 
Entering Unmasked Estep 
Score: -9156014.000000 Penalty: 1112.829956
	Iteration 68Q: 3 clusters Score -9156014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 204175 members 
Entering Unmasked Estep 
Score: -9156012.000000 Penalty: 1112.829956
	Iteration 69Q: 3 clusters Score -9156012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -9156016.000000 Penalty: 1112.829956
	Iteration 70Q: 3 clusters Score -9156016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -9156020.000000 Penalty: 1112.829956
	Iteration 71Q: 3 clusters Score -9156020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -9156024.000000 Penalty: 1112.829956
	Iteration 72Q: 3 clusters Score -9156024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 204185 members 
Entering Unmasked Estep 
Score: -9156021.000000 Penalty: 1112.829956
	Iteration 73Q: 3 clusters Score -9156021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 204187 members 
Entering Unmasked Estep 
Score: -9156019.000000 Penalty: 1112.829956
	Iteration 74Q: 3 clusters Score -9156019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -9156016.000000 Penalty: 1112.829956
	Iteration 75Q: 3 clusters Score -9156016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 204190 members 
Entering Unmasked Estep 
Score: -9156019.000000 Penalty: 1112.829956
	Iteration 76Q: 3 clusters Score -9156019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -9156017.000000 Penalty: 1112.829956
	Iteration 77Q: 3 clusters Score -9156017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204198 members 
Entering Unmasked Estep 
Score: -9156022.000000 Penalty: 1112.829956
	Iteration 78Q: 3 clusters Score -9156022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -9156023.000000 Penalty: 1112.829956
	Iteration 79Q: 3 clusters Score -9156023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -9156020.000000 Penalty: 1112.829956
	Iteration 80F: 3 clusters Score -9156020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Entering Unmasked Estep 
Score: -1246348.250000 Penalty: 467.431610
	Iteration 0F: 2 clusters Score -1246348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1226990.125000 Penalty: 934.863220
	Iteration 0F: 3 clusters Score -1226990 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1235084.125000 Penalty: 934.863220
	Iteration 1F: 3 clusters Score -1235084 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1235363.875000 Penalty: 934.863220
	Iteration 2Q: 3 clusters Score -1235364 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1235704.250000 Penalty: 934.863220
	Iteration 3Q: 3 clusters Score -1235704 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1236168.125000 Penalty: 934.863220
	Iteration 4Q: 3 clusters Score -1236168 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1236883.500000 Penalty: 934.863220
	Iteration 5Q: 3 clusters Score -1236884 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1237987.250000 Penalty: 934.863220
	Iteration 6F: 3 clusters Score -1237987 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1239619.375000 Penalty: 934.863220
	Iteration 7F: 3 clusters Score -1239619 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1241499.125000 Penalty: 934.863220
	Iteration 8F: 3 clusters Score -1241499 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1242736.000000 Penalty: 934.863220
	Iteration 9F: 3 clusters Score -1242736 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1243308.375000 Penalty: 934.863220
	Iteration 10Q: 3 clusters Score -1243308 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1243625.250000 Penalty: 934.863220
	Iteration 11Q: 3 clusters Score -1243625 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1243891.125000 Penalty: 934.863220
	Iteration 12Q: 3 clusters Score -1243891 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1244128.500000 Penalty: 934.863220
	Iteration 13Q: 3 clusters Score -1244128 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1244371.500000 Penalty: 934.863220
	Iteration 14Q: 3 clusters Score -1244372 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1244595.625000 Penalty: 934.863220
	Iteration 15Q: 3 clusters Score -1244596 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1244844.750000 Penalty: 934.863220
	Iteration 16Q: 3 clusters Score -1244845 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1245102.375000 Penalty: 934.863220
	Iteration 17Q: 3 clusters Score -1245102 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1245345.250000 Penalty: 934.863220
	Iteration 18Q: 3 clusters Score -1245345 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1245546.625000 Penalty: 934.863220
	Iteration 19Q: 3 clusters Score -1245547 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1245666.250000 Penalty: 934.863220
	Iteration 20F: 3 clusters Score -1245666 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1245740.500000 Penalty: 934.863220
	Iteration 21Q: 3 clusters Score -1245740 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1245783.625000 Penalty: 934.863220
	Iteration 22Q: 3 clusters Score -1245784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1245793.625000 Penalty: 934.863220
	Iteration 23Q: 3 clusters Score -1245794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1245798.500000 Penalty: 934.863220
	Iteration 24Q: 3 clusters Score -1245798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1245803.750000 Penalty: 934.863220
	Iteration 25Q: 3 clusters Score -1245804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1245802.375000 Penalty: 934.863220
	Iteration 26Q: 3 clusters Score -1245802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1245802.000000 Penalty: 934.863220
	Iteration 27Q: 3 clusters Score -1245802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1245804.125000 Penalty: 934.863220
	Iteration 28Q: 3 clusters Score -1245804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1245804.375000 Penalty: 934.863220
	Iteration 29Q: 3 clusters Score -1245804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1245804.125000 Penalty: 934.863220
	Iteration 30Q: 3 clusters Score -1245804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1245806.375000 Penalty: 934.863220
	Iteration 31Q: 3 clusters Score -1245806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1245807.500000 Penalty: 934.863220
	Iteration 32Q: 3 clusters Score -1245808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1245808.875000 Penalty: 934.863220
	Iteration 33Q: 3 clusters Score -1245809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1245808.875000 Penalty: 934.863220
	Iteration 34Q: 3 clusters Score -1245809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1245809.375000 Penalty: 934.863220
	Iteration 35Q: 3 clusters Score -1245809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1245810.250000 Penalty: 934.863220
	Iteration 36Q: 3 clusters Score -1245810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1245808.500000 Penalty: 934.863220
	Iteration 37Q: 3 clusters Score -1245808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1245808.625000 Penalty: 934.863220
	Iteration 38Q: 3 clusters Score -1245809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1245807.875000 Penalty: 934.863220
	Iteration 39Q: 3 clusters Score -1245808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1245808.875000 Penalty: 934.863220
	Iteration 40F: 3 clusters Score -1245809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1245808.625000 Penalty: 934.863220
	Iteration 41Q: 3 clusters Score -1245809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1245810.000000 Penalty: 934.863220
	Iteration 42Q: 3 clusters Score -1245810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1245809.500000 Penalty: 934.863220
	Iteration 43Q: 3 clusters Score -1245810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1245809.250000 Penalty: 934.863220
	Iteration 44Q: 3 clusters Score -1245809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1245809.250000 Penalty: 934.863220
	Iteration 45F: 3 clusters Score -1245809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -35743.523438 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -35743.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -34992.636719 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -34992.64 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -35402.011719 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -35402.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35491.230469 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -35491.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -35564.250000 Penalty: 627.045471
	Iteration 3F: 3 clusters Score -35564.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -35593.289062 Penalty: 627.045471
	Iteration 4Q: 3 clusters Score -35593.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -35609.312500 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -35609.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -35619.593750 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -35619.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -35633.539062 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -35633.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -35648.097656 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -35648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -35655.703125 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -35655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -35662.144531 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -35662.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35670.910156 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -35670.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35679.406250 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -35679.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -35686.722656 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -35686.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -35690.246094 Penalty: 627.045471
	Iteration 14Q: 3 clusters Score -35690.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -35691.476562 Penalty: 627.045471
	Iteration 15Q: 3 clusters Score -35691.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -35692.445312 Penalty: 627.045471
	Iteration 16Q: 3 clusters Score -35692.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -35694.574219 Penalty: 627.045471
	Iteration 17Q: 3 clusters Score -35694.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -35695.464844 Penalty: 627.045471
	Iteration 18Q: 3 clusters Score -35695.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -35695.464844 Penalty: 627.045471
	Iteration 19F: 3 clusters Score -35695.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Entering Unmasked Estep 
Score: -1642151.625000 Penalty: 482.699738
	Iteration 0F: 2 clusters Score -1642152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1615214.750000 Penalty: 965.399475
	Iteration 0F: 3 clusters Score -1615215 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -1626512.000000 Penalty: 965.399475
	Iteration 1F: 3 clusters Score -1626512 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -1627434.125000 Penalty: 965.399475
	Iteration 2F: 3 clusters Score -1627434 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1628749.125000 Penalty: 965.399475
	Iteration 3F: 3 clusters Score -1628749 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -1630523.250000 Penalty: 965.399475
	Iteration 4F: 3 clusters Score -1630523 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -1632457.375000 Penalty: 965.399475
	Iteration 5F: 3 clusters Score -1632457 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -1634419.250000 Penalty: 965.399475
	Iteration 6F: 3 clusters Score -1634419 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -1636249.125000 Penalty: 965.399475
	Iteration 7F: 3 clusters Score -1636249 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -1637626.250000 Penalty: 965.399475
	Iteration 8Q: 3 clusters Score -1637626 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -1638494.375000 Penalty: 965.399475
	Iteration 9Q: 3 clusters Score -1638494 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -1639039.125000 Penalty: 965.399475
	Iteration 10Q: 3 clusters Score -1639039 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -1639426.375000 Penalty: 965.399475
	Iteration 11Q: 3 clusters Score -1639426 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -1639772.625000 Penalty: 965.399475
	Iteration 12Q: 3 clusters Score -1639773 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -1640119.500000 Penalty: 965.399475
	Iteration 13Q: 3 clusters Score -1640120 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -1640432.250000 Penalty: 965.399475
	Iteration 14Q: 3 clusters Score -1640432 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -1640692.500000 Penalty: 965.399475
	Iteration 15Q: 3 clusters Score -1640692 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -1640976.500000 Penalty: 965.399475
	Iteration 16Q: 3 clusters Score -1640976 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -1641270.875000 Penalty: 965.399475
	Iteration 17Q: 3 clusters Score -1641271 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -1641516.000000 Penalty: 965.399475
	Iteration 18Q: 3 clusters Score -1641516 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -1641685.375000 Penalty: 965.399475
	Iteration 19Q: 3 clusters Score -1641685 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -1641810.625000 Penalty: 965.399475
	Iteration 20F: 3 clusters Score -1641811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -1641888.625000 Penalty: 965.399475
	Iteration 21Q: 3 clusters Score -1641889 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -1641937.125000 Penalty: 965.399475
	Iteration 22Q: 3 clusters Score -1641937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -1641967.500000 Penalty: 965.399475
	Iteration 23Q: 3 clusters Score -1641968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -1641995.375000 Penalty: 965.399475
	Iteration 24Q: 3 clusters Score -1641995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -1642012.750000 Penalty: 965.399475
	Iteration 25Q: 3 clusters Score -1642013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -1642020.750000 Penalty: 965.399475
	Iteration 26Q: 3 clusters Score -1642021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -1642030.125000 Penalty: 965.399475
	Iteration 27Q: 3 clusters Score -1642030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -1642034.375000 Penalty: 965.399475
	Iteration 28Q: 3 clusters Score -1642034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -1642035.750000 Penalty: 965.399475
	Iteration 29Q: 3 clusters Score -1642036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -1642038.250000 Penalty: 965.399475
	Iteration 30Q: 3 clusters Score -1642038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -1642040.125000 Penalty: 965.399475
	Iteration 31Q: 3 clusters Score -1642040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -1642042.750000 Penalty: 965.399475
	Iteration 32Q: 3 clusters Score -1642043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -1642044.750000 Penalty: 965.399475
	Iteration 33Q: 3 clusters Score -1642045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -1642047.375000 Penalty: 965.399475
	Iteration 34Q: 3 clusters Score -1642047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -1642049.000000 Penalty: 965.399475
	Iteration 35Q: 3 clusters Score -1642049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -1642050.000000 Penalty: 965.399475
	Iteration 36Q: 3 clusters Score -1642050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -1642053.625000 Penalty: 965.399475
	Iteration 37Q: 3 clusters Score -1642054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -1642056.375000 Penalty: 965.399475
	Iteration 38Q: 3 clusters Score -1642056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -1642059.000000 Penalty: 965.399475
	Iteration 39Q: 3 clusters Score -1642059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -1642055.750000 Penalty: 965.399475
	Iteration 40F: 3 clusters Score -1642056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -1642060.000000 Penalty: 965.399475
	Iteration 41Q: 3 clusters Score -1642060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -1642063.000000 Penalty: 965.399475
	Iteration 42Q: 3 clusters Score -1642063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -1642063.500000 Penalty: 965.399475
	Iteration 43Q: 3 clusters Score -1642064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -1642062.625000 Penalty: 965.399475
	Iteration 44Q: 3 clusters Score -1642063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1642061.750000 Penalty: 965.399475
	Iteration 45Q: 3 clusters Score -1642062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1642061.750000 Penalty: 965.399475
	Iteration 46F: 3 clusters Score -1642062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Entering Unmasked Estep 
Score: -3089077.000000 Penalty: 507.859619
	Iteration 0F: 2 clusters Score -3089077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3041648.750000 Penalty: 1015.719238
	Iteration 0F: 3 clusters Score -3041649 nChanged 34207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -3062117.500000 Penalty: 1015.719238
	Iteration 1F: 3 clusters Score -3062118 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -3062736.500000 Penalty: 1015.719238
	Iteration 2Q: 3 clusters Score -3062736 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -3063634.750000 Penalty: 1015.719238
	Iteration 3Q: 3 clusters Score -3063635 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -3065070.750000 Penalty: 1015.719238
	Iteration 4Q: 3 clusters Score -3065071 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -3067465.250000 Penalty: 1015.719238
	Iteration 5F: 3 clusters Score -3067465 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -3071580.000000 Penalty: 1015.719238
	Iteration 6F: 3 clusters Score -3071580 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3077404.000000 Penalty: 1015.719238
	Iteration 7F: 3 clusters Score -3077404 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -3083066.500000 Penalty: 1015.719238
	Iteration 8F: 3 clusters Score -3083066 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -3086672.500000 Penalty: 1015.719238
	Iteration 9Q: 3 clusters Score -3086672 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -3088074.250000 Penalty: 1015.719238
	Iteration 10Q: 3 clusters Score -3088074 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -3088454.000000 Penalty: 1015.719238
	Iteration 11Q: 3 clusters Score -3088454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -3088554.750000 Penalty: 1015.719238
	Iteration 12Q: 3 clusters Score -3088555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -3088590.000000 Penalty: 1015.719238
	Iteration 13Q: 3 clusters Score -3088590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -3088596.750000 Penalty: 1015.719238
	Iteration 14Q: 3 clusters Score -3088597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -3088600.500000 Penalty: 1015.719238
	Iteration 15Q: 3 clusters Score -3088600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -3088601.500000 Penalty: 1015.719238
	Iteration 16Q: 3 clusters Score -3088602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -3088602.750000 Penalty: 1015.719238
	Iteration 17Q: 3 clusters Score -3088603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -3088602.750000 Penalty: 1015.719238
	Iteration 18F: 3 clusters Score -3088603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -340921.187500 Penalty: 408.015625
	Iteration 0F: 2 clusters Score -340921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -335646.843750 Penalty: 816.031250
	Iteration 0F: 3 clusters Score -335646.8 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -337668.031250 Penalty: 816.031250
	Iteration 1F: 3 clusters Score -337668 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -337945.218750 Penalty: 816.031250
	Iteration 2F: 3 clusters Score -337945.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -338304.187500 Penalty: 816.031250
	Iteration 3F: 3 clusters Score -338304.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -338834.843750 Penalty: 816.031250
	Iteration 4F: 3 clusters Score -338834.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -339419.625000 Penalty: 816.031250
	Iteration 5F: 3 clusters Score -339419.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -339804.093750 Penalty: 816.031250
	Iteration 6F: 3 clusters Score -339804.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -339974.531250 Penalty: 816.031250
	Iteration 7Q: 3 clusters Score -339974.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -340063.218750 Penalty: 816.031250
	Iteration 8Q: 3 clusters Score -340063.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -340104.656250 Penalty: 816.031250
	Iteration 9Q: 3 clusters Score -340104.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -340132.781250 Penalty: 816.031250
	Iteration 10Q: 3 clusters Score -340132.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -340156.531250 Penalty: 816.031250
	Iteration 11Q: 3 clusters Score -340156.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -340173.656250 Penalty: 816.031250
	Iteration 12Q: 3 clusters Score -340173.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -340187.187500 Penalty: 816.031250
	Iteration 13Q: 3 clusters Score -340187.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -340199.406250 Penalty: 816.031250
	Iteration 14Q: 3 clusters Score -340199.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -340211.500000 Penalty: 816.031250
	Iteration 15Q: 3 clusters Score -340211.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -340221.281250 Penalty: 816.031250
	Iteration 16Q: 3 clusters Score -340221.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -340231.968750 Penalty: 816.031250
	Iteration 17Q: 3 clusters Score -340232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -340240.625000 Penalty: 816.031250
	Iteration 18Q: 3 clusters Score -340240.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -340248.500000 Penalty: 816.031250
	Iteration 19Q: 3 clusters Score -340248.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -340255.625000 Penalty: 816.031250
	Iteration 20F: 3 clusters Score -340255.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -340259.906250 Penalty: 816.031250
	Iteration 21Q: 3 clusters Score -340259.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -340263.718750 Penalty: 816.031250
	Iteration 22Q: 3 clusters Score -340263.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -340264.875000 Penalty: 816.031250
	Iteration 23Q: 3 clusters Score -340264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -340267.156250 Penalty: 816.031250
	Iteration 24Q: 3 clusters Score -340267.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -340268.812500 Penalty: 816.031250
	Iteration 25Q: 3 clusters Score -340268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -340268.812500 Penalty: 816.031250
	Iteration 26Q: 3 clusters Score -340268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -340269.875000 Penalty: 816.031250
	Iteration 27Q: 3 clusters Score -340269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -340271.968750 Penalty: 816.031250
	Iteration 28Q: 3 clusters Score -340272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -340273.218750 Penalty: 816.031250
	Iteration 29Q: 3 clusters Score -340273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -340274.656250 Penalty: 816.031250
	Iteration 30Q: 3 clusters Score -340274.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -340277.687500 Penalty: 816.031250
	Iteration 31Q: 3 clusters Score -340277.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -340278.468750 Penalty: 816.031250
	Iteration 32Q: 3 clusters Score -340278.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -340280.750000 Penalty: 816.031250
	Iteration 33Q: 3 clusters Score -340280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -340282.812500 Penalty: 816.031250
	Iteration 34Q: 3 clusters Score -340282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -340283.937500 Penalty: 816.031250
	Iteration 35Q: 3 clusters Score -340283.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -340284.875000 Penalty: 816.031250
	Iteration 36Q: 3 clusters Score -340284.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -340286.468750 Penalty: 816.031250
	Iteration 37Q: 3 clusters Score -340286.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -340287.531250 Penalty: 816.031250
	Iteration 38Q: 3 clusters Score -340287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -340288.781250 Penalty: 816.031250
	Iteration 39Q: 3 clusters Score -340288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -340288.281250 Penalty: 816.031250
	Iteration 40F: 3 clusters Score -340288.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -340289.875000 Penalty: 816.031250
	Iteration 41Q: 3 clusters Score -340289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -340292.062500 Penalty: 816.031250
	Iteration 42Q: 3 clusters Score -340292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -340293.656250 Penalty: 816.031250
	Iteration 43Q: 3 clusters Score -340293.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -340294.812500 Penalty: 816.031250
	Iteration 44Q: 3 clusters Score -340294.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -340296.437500 Penalty: 816.031250
	Iteration 45Q: 3 clusters Score -340296.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -340297.062500 Penalty: 816.031250
	Iteration 46Q: 3 clusters Score -340297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -340298.000000 Penalty: 816.031250
	Iteration 47Q: 3 clusters Score -340298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -340299.156250 Penalty: 816.031250
	Iteration 48Q: 3 clusters Score -340299.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -340299.718750 Penalty: 816.031250
	Iteration 49Q: 3 clusters Score -340299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -340301.218750 Penalty: 816.031250
	Iteration 50Q: 3 clusters Score -340301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -340303.562500 Penalty: 816.031250
	Iteration 51Q: 3 clusters Score -340303.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -340307.531250 Penalty: 816.031250
	Iteration 52Q: 3 clusters Score -340307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -340314.906250 Penalty: 816.031250
	Iteration 53Q: 3 clusters Score -340314.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -340323.031250 Penalty: 816.031250
	Iteration 54Q: 3 clusters Score -340323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -340332.062500 Penalty: 816.031250
	Iteration 55Q: 3 clusters Score -340332.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -340343.218750 Penalty: 816.031250
	Iteration 56Q: 3 clusters Score -340343.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -340364.312500 Penalty: 816.031250
	Iteration 57Q: 3 clusters Score -340364.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -340392.125000 Penalty: 816.031250
	Iteration 58Q: 3 clusters Score -340392.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -340436.687500 Penalty: 816.031250
	Iteration 59Q: 3 clusters Score -340436.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -340495.187500 Penalty: 816.031250
	Iteration 60F: 3 clusters Score -340495.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -340548.968750 Penalty: 816.031250
	Iteration 61Q: 3 clusters Score -340549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -340592.500000 Penalty: 816.031250
	Iteration 62Q: 3 clusters Score -340592.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -340625.468750 Penalty: 816.031250
	Iteration 63Q: 3 clusters Score -340625.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -340646.312500 Penalty: 816.031250
	Iteration 64Q: 3 clusters Score -340646.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -340660.250000 Penalty: 816.031250
	Iteration 65Q: 3 clusters Score -340660.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -340667.187500 Penalty: 816.031250
	Iteration 66Q: 3 clusters Score -340667.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -340675.343750 Penalty: 816.031250
	Iteration 67Q: 3 clusters Score -340675.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -340680.781250 Penalty: 816.031250
	Iteration 68Q: 3 clusters Score -340680.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -340683.968750 Penalty: 816.031250
	Iteration 69Q: 3 clusters Score -340684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -340689.656250 Penalty: 816.031250
	Iteration 70Q: 3 clusters Score -340689.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -340694.312500 Penalty: 816.031250
	Iteration 71Q: 3 clusters Score -340694.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -340696.562500 Penalty: 816.031250
	Iteration 72Q: 3 clusters Score -340696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -340696.968750 Penalty: 816.031250
	Iteration 73Q: 3 clusters Score -340697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -340697.812500 Penalty: 816.031250
	Iteration 74Q: 3 clusters Score -340697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -340698.656250 Penalty: 816.031250
	Iteration 75Q: 3 clusters Score -340698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -340699.656250 Penalty: 816.031250
	Iteration 76Q: 3 clusters Score -340699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -340699.968750 Penalty: 816.031250
	Iteration 77Q: 3 clusters Score -340700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -340699.906250 Penalty: 816.031250
	Iteration 78Q: 3 clusters Score -340699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -340700.687500 Penalty: 816.031250
	Iteration 79Q: 3 clusters Score -340700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -340701.000000 Penalty: 816.031250
	Iteration 80F: 3 clusters Score -340701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -340702.000000 Penalty: 816.031250
	Iteration 81Q: 3 clusters Score -340702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -340702.500000 Penalty: 816.031250
	Iteration 82Q: 3 clusters Score -340702.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -340704.093750 Penalty: 816.031250
	Iteration 83Q: 3 clusters Score -340704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -340704.000000 Penalty: 816.031250
	Iteration 84Q: 3 clusters Score -340704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -340704.468750 Penalty: 816.031250
	Iteration 85Q: 3 clusters Score -340704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -340703.718750 Penalty: 816.031250
	Iteration 86Q: 3 clusters Score -340703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340704.718750 Penalty: 816.031250
	Iteration 87Q: 3 clusters Score -340704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -340704.812500 Penalty: 816.031250
	Iteration 88Q: 3 clusters Score -340704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -340705.125000 Penalty: 816.031250
	Iteration 89Q: 3 clusters Score -340705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -340705.343750 Penalty: 816.031250
	Iteration 90Q: 3 clusters Score -340705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -340705.375000 Penalty: 816.031250
	Iteration 91Q: 3 clusters Score -340705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -340705.375000 Penalty: 816.031250
	Iteration 92Q: 3 clusters Score -340705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -340705.968750 Penalty: 816.031250
	Iteration 93Q: 3 clusters Score -340706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -340706.562500 Penalty: 816.031250
	Iteration 94Q: 3 clusters Score -340706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -340705.781250 Penalty: 816.031250
	Iteration 95Q: 3 clusters Score -340705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -340705.562500 Penalty: 816.031250
	Iteration 96Q: 3 clusters Score -340705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -340705.187500 Penalty: 816.031250
	Iteration 97Q: 3 clusters Score -340705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -340705.875000 Penalty: 816.031250
	Iteration 98Q: 3 clusters Score -340705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -340705.687500 Penalty: 816.031250
	Iteration 99Q: 3 clusters Score -340705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -340705.593750 Penalty: 816.031250
	Iteration 100F: 3 clusters Score -340705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -340706.187500 Penalty: 816.031250
	Iteration 101Q: 3 clusters Score -340706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -340706.187500 Penalty: 816.031250
	Iteration 102F: 3 clusters Score -340706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Entering Unmasked Estep 
Score: -689095.562500 Penalty: 440.075867
	Iteration 0F: 2 clusters Score -689095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -678490.437500 Penalty: 880.151733
	Iteration 0F: 3 clusters Score -678490.4 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -683045.562500 Penalty: 880.151733
	Iteration 1F: 3 clusters Score -683045.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -683553.250000 Penalty: 880.151733
	Iteration 2F: 3 clusters Score -683553.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -684265.500000 Penalty: 880.151733
	Iteration 3F: 3 clusters Score -684265.5 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -685126.937500 Penalty: 880.151733
	Iteration 4F: 3 clusters Score -685126.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -686106.187500 Penalty: 880.151733
	Iteration 5F: 3 clusters Score -686106.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -686949.500000 Penalty: 880.151733
	Iteration 6F: 3 clusters Score -686949.5 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -687586.937500 Penalty: 880.151733
	Iteration 7Q: 3 clusters Score -687586.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -688011.125000 Penalty: 880.151733
	Iteration 8Q: 3 clusters Score -688011.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -688253.437500 Penalty: 880.151733
	Iteration 9Q: 3 clusters Score -688253.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -688408.625000 Penalty: 880.151733
	Iteration 10Q: 3 clusters Score -688408.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -688506.062500 Penalty: 880.151733
	Iteration 11Q: 3 clusters Score -688506.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -688582.812500 Penalty: 880.151733
	Iteration 12Q: 3 clusters Score -688582.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -688623.437500 Penalty: 880.151733
	Iteration 13Q: 3 clusters Score -688623.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -688649.562500 Penalty: 880.151733
	Iteration 14Q: 3 clusters Score -688649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -688665.687500 Penalty: 880.151733
	Iteration 15Q: 3 clusters Score -688665.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -688674.625000 Penalty: 880.151733
	Iteration 16Q: 3 clusters Score -688674.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -688683.500000 Penalty: 880.151733
	Iteration 17Q: 3 clusters Score -688683.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -688692.312500 Penalty: 880.151733
	Iteration 18Q: 3 clusters Score -688692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -688696.437500 Penalty: 880.151733
	Iteration 19Q: 3 clusters Score -688696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -688700.062500 Penalty: 880.151733
	Iteration 20F: 3 clusters Score -688700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -688709.562500 Penalty: 880.151733
	Iteration 21Q: 3 clusters Score -688709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -688718.625000 Penalty: 880.151733
	Iteration 22Q: 3 clusters Score -688718.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -688725.062500 Penalty: 880.151733
	Iteration 23Q: 3 clusters Score -688725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -688726.625000 Penalty: 880.151733
	Iteration 24Q: 3 clusters Score -688726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -688728.625000 Penalty: 880.151733
	Iteration 25Q: 3 clusters Score -688728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -688732.687500 Penalty: 880.151733
	Iteration 26Q: 3 clusters Score -688732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -688734.125000 Penalty: 880.151733
	Iteration 27Q: 3 clusters Score -688734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -688736.125000 Penalty: 880.151733
	Iteration 28Q: 3 clusters Score -688736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -688737.375000 Penalty: 880.151733
	Iteration 29Q: 3 clusters Score -688737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -688737.437500 Penalty: 880.151733
	Iteration 30Q: 3 clusters Score -688737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -688737.500000 Penalty: 880.151733
	Iteration 31Q: 3 clusters Score -688737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -688737.500000 Penalty: 880.151733
	Iteration 32F: 3 clusters Score -688737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -213567.953125 Penalty: 388.155914
	Iteration 0F: 2 clusters Score -213568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -210121.296875 Penalty: 776.311829
	Iteration 0F: 3 clusters Score -210121.3 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -211667.250000 Penalty: 776.311829
	Iteration 1F: 3 clusters Score -211667.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -211984.265625 Penalty: 776.311829
	Iteration 2F: 3 clusters Score -211984.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -212268.765625 Penalty: 776.311829
	Iteration 3F: 3 clusters Score -212268.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -212530.281250 Penalty: 776.311829
	Iteration 4F: 3 clusters Score -212530.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -212740.093750 Penalty: 776.311829
	Iteration 5F: 3 clusters Score -212740.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -212922.921875 Penalty: 776.311829
	Iteration 6Q: 3 clusters Score -212922.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -213105.218750 Penalty: 776.311829
	Iteration 7Q: 3 clusters Score -213105.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -213179.937500 Penalty: 776.311829
	Iteration 8Q: 3 clusters Score -213179.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -213220.062500 Penalty: 776.311829
	Iteration 9Q: 3 clusters Score -213220.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -213241.093750 Penalty: 776.311829
	Iteration 10Q: 3 clusters Score -213241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -213259.562500 Penalty: 776.311829
	Iteration 11Q: 3 clusters Score -213259.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -213281.562500 Penalty: 776.311829
	Iteration 12Q: 3 clusters Score -213281.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -213298.890625 Penalty: 776.311829
	Iteration 13Q: 3 clusters Score -213298.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -213308.187500 Penalty: 776.311829
	Iteration 14Q: 3 clusters Score -213308.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -213316.484375 Penalty: 776.311829
	Iteration 15Q: 3 clusters Score -213316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -213322.734375 Penalty: 776.311829
	Iteration 16Q: 3 clusters Score -213322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -213327.640625 Penalty: 776.311829
	Iteration 17Q: 3 clusters Score -213327.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -213332.500000 Penalty: 776.311829
	Iteration 18Q: 3 clusters Score -213332.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -213337.437500 Penalty: 776.311829
	Iteration 19Q: 3 clusters Score -213337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -213342.437500 Penalty: 776.311829
	Iteration 20F: 3 clusters Score -213342.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -213346.234375 Penalty: 776.311829
	Iteration 21Q: 3 clusters Score -213346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -213348.531250 Penalty: 776.311829
	Iteration 22Q: 3 clusters Score -213348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -213350.828125 Penalty: 776.311829
	Iteration 23Q: 3 clusters Score -213350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -213353.625000 Penalty: 776.311829
	Iteration 24Q: 3 clusters Score -213353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -213357.484375 Penalty: 776.311829
	Iteration 25Q: 3 clusters Score -213357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -213362.046875 Penalty: 776.311829
	Iteration 26Q: 3 clusters Score -213362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -213368.437500 Penalty: 776.311829
	Iteration 27Q: 3 clusters Score -213368.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -213372.593750 Penalty: 776.311829
	Iteration 28Q: 3 clusters Score -213372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -213376.796875 Penalty: 776.311829
	Iteration 29Q: 3 clusters Score -213376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -213381.796875 Penalty: 776.311829
	Iteration 30Q: 3 clusters Score -213381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -213387.000000 Penalty: 776.311829
	Iteration 31Q: 3 clusters Score -213387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -213390.328125 Penalty: 776.311829
	Iteration 32Q: 3 clusters Score -213390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -213392.328125 Penalty: 776.311829
	Iteration 33Q: 3 clusters Score -213392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -213394.765625 Penalty: 776.311829
	Iteration 34Q: 3 clusters Score -213394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -213397.828125 Penalty: 776.311829
	Iteration 35Q: 3 clusters Score -213397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -213399.453125 Penalty: 776.311829
	Iteration 36Q: 3 clusters Score -213399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -213402.390625 Penalty: 776.311829
	Iteration 37Q: 3 clusters Score -213402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -213403.843750 Penalty: 776.311829
	Iteration 38Q: 3 clusters Score -213403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -213404.593750 Penalty: 776.311829
	Iteration 39Q: 3 clusters Score -213404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -213405.500000 Penalty: 776.311829
	Iteration 40F: 3 clusters Score -213405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -213405.546875 Penalty: 776.311829
	Iteration 41Q: 3 clusters Score -213405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -213405.890625 Penalty: 776.311829
	Iteration 42Q: 3 clusters Score -213405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -213406.000000 Penalty: 776.311829
	Iteration 43Q: 3 clusters Score -213406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -213406.000000 Penalty: 776.311829
	Iteration 44F: 3 clusters Score -213406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (176819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176819 members 
Entering Unmasked Estep 
Score: -7785985.000000 Penalty: 549.771118
	Iteration 0F: 2 clusters Score -7785985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -7665836.500000 Penalty: 1099.542236
	Iteration 0F: 3 clusters Score -7665836 nChanged 86908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -7717938.000000 Penalty: 1099.542236
	Iteration 1F: 3 clusters Score -7717938 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -7719619.500000 Penalty: 1099.542236
	Iteration 2Q: 3 clusters Score -7719620 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -7722425.500000 Penalty: 1099.542236
	Iteration 3Q: 3 clusters Score -7722426 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -7727165.500000 Penalty: 1099.542236
	Iteration 4F: 3 clusters Score -7727166 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -7734785.500000 Penalty: 1099.542236
	Iteration 5F: 3 clusters Score -7734786 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7745114.000000 Penalty: 1099.542236
	Iteration 6F: 3 clusters Score -7745114 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -7754826.500000 Penalty: 1099.542236
	Iteration 7F: 3 clusters Score -7754826 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -7759782.000000 Penalty: 1099.542236
	Iteration 8F: 3 clusters Score -7759782 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128508 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -7761881.000000 Penalty: 1099.542236
	Iteration 9Q: 3 clusters Score -7761881 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -7763319.000000 Penalty: 1099.542236
	Iteration 10Q: 3 clusters Score -7763319 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134921 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -7764726.500000 Penalty: 1099.542236
	Iteration 11Q: 3 clusters Score -7764726 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7766288.000000 Penalty: 1099.542236
	Iteration 12Q: 3 clusters Score -7766288 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7768223.500000 Penalty: 1099.542236
	Iteration 13Q: 3 clusters Score -7768224 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7770419.000000 Penalty: 1099.542236
	Iteration 14Q: 3 clusters Score -7770419 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7772787.000000 Penalty: 1099.542236
	Iteration 15Q: 3 clusters Score -7772787 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -7775074.000000 Penalty: 1099.542236
	Iteration 16Q: 3 clusters Score -7775074 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150311 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -7777247.000000 Penalty: 1099.542236
	Iteration 17Q: 3 clusters Score -7777247 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -7779072.500000 Penalty: 1099.542236
	Iteration 18Q: 3 clusters Score -7779072 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -7780725.500000 Penalty: 1099.542236
	Iteration 19Q: 3 clusters Score -7780726 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -7782312.000000 Penalty: 1099.542236
	Iteration 20F: 3 clusters Score -7782312 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -7783613.000000 Penalty: 1099.542236
	Iteration 21Q: 3 clusters Score -7783613 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -7784667.500000 Penalty: 1099.542236
	Iteration 22Q: 3 clusters Score -7784668 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -7785385.000000 Penalty: 1099.542236
	Iteration 23Q: 3 clusters Score -7785385 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -7785635.500000 Penalty: 1099.542236
	Iteration 24Q: 3 clusters Score -7785636 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -7785825.000000 Penalty: 1099.542236
	Iteration 25Q: 3 clusters Score -7785825 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -7785890.000000 Penalty: 1099.542236
	Iteration 26Q: 3 clusters Score -7785890 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7785936.500000 Penalty: 1099.542236
	Iteration 27Q: 3 clusters Score -7785936 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150435 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -7785965.500000 Penalty: 1099.542236
	Iteration 28Q: 3 clusters Score -7785966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -7785957.500000 Penalty: 1099.542236
	Iteration 29Q: 3 clusters Score -7785958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -7785957.000000 Penalty: 1099.542236
	Iteration 30Q: 3 clusters Score -7785957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -7785961.500000 Penalty: 1099.542236
	Iteration 31Q: 3 clusters Score -7785962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7785963.000000 Penalty: 1099.542236
	Iteration 32Q: 3 clusters Score -7785963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -7785951.000000 Penalty: 1099.542236
	Iteration 33Q: 3 clusters Score -7785951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150334 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -7785959.500000 Penalty: 1099.542236
	Iteration 34Q: 3 clusters Score -7785960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -7785956.500000 Penalty: 1099.542236
	Iteration 35Q: 3 clusters Score -7785956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7785958.500000 Penalty: 1099.542236
	Iteration 36Q: 3 clusters Score -7785958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7785967.000000 Penalty: 1099.542236
	Iteration 37Q: 3 clusters Score -7785967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -7785952.000000 Penalty: 1099.542236
	Iteration 38Q: 3 clusters Score -7785952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -7785944.000000 Penalty: 1099.542236
	Iteration 39Q: 3 clusters Score -7785944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -7785959.000000 Penalty: 1099.542236
	Iteration 40F: 3 clusters Score -7785959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -7785956.000000 Penalty: 1099.542236
	Iteration 41Q: 3 clusters Score -7785956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -7785957.000000 Penalty: 1099.542236
	Iteration 42Q: 3 clusters Score -7785957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -7785957.000000 Penalty: 1099.542236
	Iteration 43Q: 3 clusters Score -7785957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -7785961.000000 Penalty: 1099.542236
	Iteration 44Q: 3 clusters Score -7785961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -7785958.500000 Penalty: 1099.542236
	Iteration 45Q: 3 clusters Score -7785958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -7785958.000000 Penalty: 1099.542236
	Iteration 46Q: 3 clusters Score -7785958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7785962.500000 Penalty: 1099.542236
	Iteration 47Q: 3 clusters Score -7785962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -7785958.500000 Penalty: 1099.542236
	Iteration 48Q: 3 clusters Score -7785958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -7785955.500000 Penalty: 1099.542236
	Iteration 49Q: 3 clusters Score -7785956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -7785958.500000 Penalty: 1099.542236
	Iteration 50Q: 3 clusters Score -7785958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -7785963.000000 Penalty: 1099.542236
	Iteration 51Q: 3 clusters Score -7785963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7785972.500000 Penalty: 1099.542236
	Iteration 52Q: 3 clusters Score -7785972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -7785973.000000 Penalty: 1099.542236
	Iteration 53Q: 3 clusters Score -7785973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -7785977.000000 Penalty: 1099.542236
	Iteration 54Q: 3 clusters Score -7785977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7785975.000000 Penalty: 1099.542236
	Iteration 55Q: 3 clusters Score -7785975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -7785973.000000 Penalty: 1099.542236
	Iteration 56Q: 3 clusters Score -7785973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -7785965.500000 Penalty: 1099.542236
	Iteration 57Q: 3 clusters Score -7785966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149938 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7785968.000000 Penalty: 1099.542236
	Iteration 58Q: 3 clusters Score -7785968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149926 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -7785965.000000 Penalty: 1099.542236
	Iteration 59Q: 3 clusters Score -7785965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -7785969.000000 Penalty: 1099.542236
	Iteration 60F: 3 clusters Score -7785969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7785969.000000 Penalty: 1099.542236
	Iteration 61Q: 3 clusters Score -7785969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149899 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -7785964.000000 Penalty: 1099.542236
	Iteration 62Q: 3 clusters Score -7785964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149884 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -7785958.500000 Penalty: 1099.542236
	Iteration 63Q: 3 clusters Score -7785958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -7785962.000000 Penalty: 1099.542236
	Iteration 64Q: 3 clusters Score -7785962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -7785956.500000 Penalty: 1099.542236
	Iteration 65Q: 3 clusters Score -7785956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -7785965.000000 Penalty: 1099.542236
	Iteration 66Q: 3 clusters Score -7785965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -7785961.500000 Penalty: 1099.542236
	Iteration 67Q: 3 clusters Score -7785962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -7785965.500000 Penalty: 1099.542236
	Iteration 68Q: 3 clusters Score -7785966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -7785961.500000 Penalty: 1099.542236
	Iteration 69Q: 3 clusters Score -7785962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -7785963.500000 Penalty: 1099.542236
	Iteration 70Q: 3 clusters Score -7785964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149768 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7785975.500000 Penalty: 1099.542236
	Iteration 71Q: 3 clusters Score -7785976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -7785979.500000 Penalty: 1099.542236
	Iteration 72Q: 3 clusters Score -7785980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7785988.000000 Penalty: 1099.542236
	Iteration 73Q: 3 clusters Score -7785988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -7785995.500000 Penalty: 1099.542236
	Iteration 74Q: 3 clusters Score -7785996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7785994.000000 Penalty: 1099.542236
	Iteration 75Q: 3 clusters Score -7785994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7786000.500000 Penalty: 1099.542236
	Iteration 76Q: 3 clusters Score -7786000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -7786002.500000 Penalty: 1099.542236
	Iteration 77Q: 3 clusters Score -7786002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -7786012.000000 Penalty: 1099.542236
	Iteration 78Q: 3 clusters Score -7786012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -7786027.500000 Penalty: 1099.542236
	Iteration 79Q: 3 clusters Score -7786028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -7786021.000000 Penalty: 1099.542236
	Iteration 80F: 3 clusters Score -7786021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -7786025.000000 Penalty: 1099.542236
	Iteration 81Q: 3 clusters Score -7786025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -7786042.000000 Penalty: 1099.542236
	Iteration 82Q: 3 clusters Score -7786042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -7786039.000000 Penalty: 1099.542236
	Iteration 83Q: 3 clusters Score -7786039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7786042.000000 Penalty: 1099.542236
	Iteration 84Q: 3 clusters Score -7786042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -7786054.000000 Penalty: 1099.542236
	Iteration 85Q: 3 clusters Score -7786054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7786052.000000 Penalty: 1099.542236
	Iteration 86Q: 3 clusters Score -7786052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -7786054.000000 Penalty: 1099.542236
	Iteration 87Q: 3 clusters Score -7786054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149158 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -7786055.000000 Penalty: 1099.542236
	Iteration 88Q: 3 clusters Score -7786055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7786051.000000 Penalty: 1099.542236
	Iteration 89Q: 3 clusters Score -7786051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7786050.500000 Penalty: 1099.542236
	Iteration 90Q: 3 clusters Score -7786050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7786049.500000 Penalty: 1099.542236
	Iteration 91Q: 3 clusters Score -7786050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7786049.000000 Penalty: 1099.542236
	Iteration 92Q: 3 clusters Score -7786049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149071 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -7786052.000000 Penalty: 1099.542236
	Iteration 93Q: 3 clusters Score -7786052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149065 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -7786049.500000 Penalty: 1099.542236
	Iteration 94Q: 3 clusters Score -7786050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7786047.500000 Penalty: 1099.542236
	Iteration 95Q: 3 clusters Score -7786048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -7786051.000000 Penalty: 1099.542236
	Iteration 96Q: 3 clusters Score -7786051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -7786048.000000 Penalty: 1099.542236
	Iteration 97Q: 3 clusters Score -7786048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7786053.000000 Penalty: 1099.542236
	Iteration 98Q: 3 clusters Score -7786053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -7786053.000000 Penalty: 1099.542236
	Iteration 99Q: 3 clusters Score -7786053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -7786047.500000 Penalty: 1099.542236
	Iteration 100F: 3 clusters Score -7786048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7786047.500000 Penalty: 1099.542236
	Iteration 101Q: 3 clusters Score -7786048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7786047.500000 Penalty: 1099.542236
	Iteration 102F: 3 clusters Score -7786048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204618 members 
Mstep: Class 2 contains 28947 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 40489 members 
Mstep: Class 5 contains 70386 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 15867 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 149021 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 175285 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20638 members 
Mstep: Class 15 contains 304089 members 
Mstep: Class 16 contains 7419 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52717 members 
Mstep: Class 19 contains 27798 members 
Entering Unmasked Estep 
Score: -46946964.000000 Penalty: 12038.316406
Splitting cluster 9 changes total score from -46947640.000000 to -46946964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -74687.375000 Penalty: 340.333832
	Iteration 0F: 2 clusters Score -74687.38 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 874 members 
Entering Unmasked Estep 
Score: -73427.968750 Penalty: 680.667664
	Iteration 0F: 3 clusters Score -73427.97 nChanged 727
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: -73842.664062 Penalty: 680.667664
	Iteration 1F: 3 clusters Score -73842.66 nChanged 156
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: -73960.062500 Penalty: 680.667664
	Iteration 2F: 3 clusters Score -73960.06 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74063.742188 Penalty: 680.667664
	Iteration 3F: 3 clusters Score -74063.74 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74190.914062 Penalty: 680.667664
	Iteration 4F: 3 clusters Score -74190.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74330.781250 Penalty: 680.667664
	Iteration 5F: 3 clusters Score -74330.78 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74419.132812 Penalty: 680.667664
	Iteration 6F: 3 clusters Score -74419.13 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74494.414062 Penalty: 680.667664
	Iteration 7Q: 3 clusters Score -74494.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74534.632812 Penalty: 680.667664
	Iteration 8Q: 3 clusters Score -74534.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74550.796875 Penalty: 680.667664
	Iteration 9Q: 3 clusters Score -74550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74558.132812 Penalty: 680.667664
	Iteration 10Q: 3 clusters Score -74558.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74561.585938 Penalty: 680.667664
	Iteration 11Q: 3 clusters Score -74561.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74564.726562 Penalty: 680.667664
	Iteration 12Q: 3 clusters Score -74564.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74565.734375 Penalty: 680.667664
	Iteration 13Q: 3 clusters Score -74565.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74565.976562 Penalty: 680.667664
	Iteration 14Q: 3 clusters Score -74565.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74567.039062 Penalty: 680.667664
	Iteration 15Q: 3 clusters Score -74567.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74567.039062 Penalty: 680.667664
	Iteration 16F: 3 clusters Score -74567.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4248.285645 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4248.286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4029.184326 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4029.184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4080.215332 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4080.215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4111.576660 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4111.577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4125.554199 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4125.554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4145.875977 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4145.876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4150.168945 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4150.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4155.189941 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4155.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4155.189941 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -4155.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175285 members 
Entering Unmasked Estep 
Score: -7760364.000000 Penalty: 549.374634
	Iteration 0F: 2 clusters Score -7760364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -7641252.000000 Penalty: 1098.749268
	Iteration 0F: 3 clusters Score -7641252 nChanged 86095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -7694702.000000 Penalty: 1098.749268
	Iteration 1F: 3 clusters Score -7694702 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -7697377.500000 Penalty: 1098.749268
	Iteration 2Q: 3 clusters Score -7697378 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -7701597.000000 Penalty: 1098.749268
	Iteration 3Q: 3 clusters Score -7701597 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -7708816.500000 Penalty: 1098.749268
	Iteration 4F: 3 clusters Score -7708816 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -7720704.500000 Penalty: 1098.749268
	Iteration 5F: 3 clusters Score -7720704 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -7733498.500000 Penalty: 1098.749268
	Iteration 6F: 3 clusters Score -7733498 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -7742470.000000 Penalty: 1098.749268
	Iteration 7F: 3 clusters Score -7742470 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -7747517.000000 Penalty: 1098.749268
	Iteration 8Q: 3 clusters Score -7747517 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -7750438.000000 Penalty: 1098.749268
	Iteration 9Q: 3 clusters Score -7750438 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -7753043.000000 Penalty: 1098.749268
	Iteration 10Q: 3 clusters Score -7753043 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -7755415.000000 Penalty: 1098.749268
	Iteration 11Q: 3 clusters Score -7755415 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 103167 members 
Entering Unmasked Estep 
Score: -7757324.500000 Penalty: 1098.749268
	Iteration 12Q: 3 clusters Score -7757324 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -7758456.000000 Penalty: 1098.749268
	Iteration 13Q: 3 clusters Score -7758456 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 101813 members 
Entering Unmasked Estep 
Score: -7759107.500000 Penalty: 1098.749268
	Iteration 14Q: 3 clusters Score -7759108 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -7759508.500000 Penalty: 1098.749268
	Iteration 15Q: 3 clusters Score -7759508 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -7759682.500000 Penalty: 1098.749268
	Iteration 16Q: 3 clusters Score -7759682 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -7759779.000000 Penalty: 1098.749268
	Iteration 17Q: 3 clusters Score -7759779 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -7759803.500000 Penalty: 1098.749268
	Iteration 18Q: 3 clusters Score -7759804 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -7759816.000000 Penalty: 1098.749268
	Iteration 19Q: 3 clusters Score -7759816 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -7759867.500000 Penalty: 1098.749268
	Iteration 20F: 3 clusters Score -7759868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -7759903.500000 Penalty: 1098.749268
	Iteration 21Q: 3 clusters Score -7759904 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -7759946.000000 Penalty: 1098.749268
	Iteration 22Q: 3 clusters Score -7759946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -7759927.000000 Penalty: 1098.749268
	Iteration 23Q: 3 clusters Score -7759927 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -7759924.500000 Penalty: 1098.749268
	Iteration 24Q: 3 clusters Score -7759924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -7759924.500000 Penalty: 1098.749268
	Iteration 25Q: 3 clusters Score -7759924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -7759934.500000 Penalty: 1098.749268
	Iteration 26Q: 3 clusters Score -7759934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -7759920.500000 Penalty: 1098.749268
	Iteration 27Q: 3 clusters Score -7759920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -7759919.500000 Penalty: 1098.749268
	Iteration 28Q: 3 clusters Score -7759920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -7759921.000000 Penalty: 1098.749268
	Iteration 29Q: 3 clusters Score -7759921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -7759943.500000 Penalty: 1098.749268
	Iteration 30Q: 3 clusters Score -7759944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -7759933.500000 Penalty: 1098.749268
	Iteration 31Q: 3 clusters Score -7759934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -7759957.500000 Penalty: 1098.749268
	Iteration 32Q: 3 clusters Score -7759958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -7759953.000000 Penalty: 1098.749268
	Iteration 33Q: 3 clusters Score -7759953 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -7759950.000000 Penalty: 1098.749268
	Iteration 34Q: 3 clusters Score -7759950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 98157 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 85699 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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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7760260 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7760269 nChanged 45
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Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7760276 nChanged 43
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Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7760276 nChanged 42
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7760271 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7760274 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -7760280 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91708 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -7760288 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7760294 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7760288 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7760274 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7760284 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7760298 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7760278 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7760276 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7760268 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7760284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7760282 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7760300 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7760291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -7760293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -7760296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7760312 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7760304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -7760294 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -7760299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7760308 nChanged 26
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Mstep: Class 1 contains 92864 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7760310 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -7760306 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7760306 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92942 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -7760292 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -7760302.500000 Penalty: 1098.749268
	Iteration 250Q: 3 clusters Score -7760302 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7760302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -7760301.000000 Penalty: 1098.749268
	Iteration 252Q: 3 clusters Score -7760301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -7760292.500000 Penalty: 1098.749268
	Iteration 253Q: 3 clusters Score -7760292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -7760300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -7760288.500000 Penalty: 1098.749268
	Iteration 255Q: 3 clusters Score -7760288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -7760285.000000 Penalty: 1098.749268
	Iteration 256Q: 3 clusters Score -7760285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -7760291.500000 Penalty: 1098.749268
	Iteration 257Q: 3 clusters Score -7760292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -7760288.500000 Penalty: 1098.749268
	Iteration 258Q: 3 clusters Score -7760288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -7760281.000000 Penalty: 1098.749268
	Iteration 259Q: 3 clusters Score -7760281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -7760272.500000 Penalty: 1098.749268
	Iteration 260F: 3 clusters Score -7760272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -7760273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -7760284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -7760288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -7760288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -7760286.000000 Penalty: 1098.749268
	Iteration 265Q: 3 clusters Score -7760286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -7760279.500000 Penalty: 1098.749268
	Iteration 266Q: 3 clusters Score -7760280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -7760280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -7760267.000000 Penalty: 1098.749268
	Iteration 268Q: 3 clusters Score -7760267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -7760265.000000 Penalty: 1098.749268
	Iteration 269Q: 3 clusters Score -7760265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -7760277.500000 Penalty: 1098.749268
	Iteration 270Q: 3 clusters Score -7760278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -7760274.000000 Penalty: 1098.749268
	Iteration 271Q: 3 clusters Score -7760274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -7760273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -7760274 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -7760277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -7760271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -7760268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -7760271.500000 Penalty: 1098.749268
	Iteration 277Q: 3 clusters Score -7760272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -7760273.500000 Penalty: 1098.749268
	Iteration 278Q: 3 clusters Score -7760274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -7760271.000000 Penalty: 1098.749268
	Iteration 279Q: 3 clusters Score -7760271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -7760276.500000 Penalty: 1098.749268
	Iteration 280F: 3 clusters Score -7760276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -7760273.500000 Penalty: 1098.749268
	Iteration 281Q: 3 clusters Score -7760274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -7760271.500000 Penalty: 1098.749268
	Iteration 282Q: 3 clusters Score -7760272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -7760270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -7760266.500000 Penalty: 1098.749268
	Iteration 284Q: 3 clusters Score -7760266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -7760275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -7760270 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -7760272 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -7760266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -7760262 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -7760266 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -7760264.000000 Penalty: 1098.749268
	Iteration 291Q: 3 clusters Score -7760264 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -7760262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -7760269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -7760270.000000 Penalty: 1098.749268
	Iteration 294Q: 3 clusters Score -7760270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -7760268.500000 Penalty: 1098.749268
	Iteration 295Q: 3 clusters Score -7760268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -7760272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -7760277.000000 Penalty: 1098.749268
	Iteration 297Q: 3 clusters Score -7760277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -7760273 nChanged 0
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Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
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	Iteration 299F: 3 clusters Score -7760273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -113502.570312 Penalty: 358.335205
	Iteration 0F: 2 clusters Score -113502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -111666.382812 Penalty: 716.670410
	Iteration 0F: 3 clusters Score -111666.4 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -112334.960938 Penalty: 716.670410
	Iteration 1F: 3 clusters Score -112335 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -112487.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -112642.203125 Penalty: 716.670410
	Iteration 3F: 3 clusters Score -112642.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -112797.906250 Penalty: 716.670410
	Iteration 4F: 3 clusters Score -112797.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -112923.828125 Penalty: 716.670410
	Iteration 5F: 3 clusters Score -112923.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -113034.390625 Penalty: 716.670410
	Iteration 6F: 3 clusters Score -113034.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -113099.218750 Penalty: 716.670410
	Iteration 7Q: 3 clusters Score -113099.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -113133.171875 Penalty: 716.670410
	Iteration 8Q: 3 clusters Score -113133.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -113145.382812 Penalty: 716.670410
	Iteration 9Q: 3 clusters Score -113145.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -113151.078125 Penalty: 716.670410
	Iteration 10Q: 3 clusters Score -113151.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -113155.914062 Penalty: 716.670410
	Iteration 11Q: 3 clusters Score -113155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -113160.132812 Penalty: 716.670410
	Iteration 12Q: 3 clusters Score -113160.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -113166.164062 Penalty: 716.670410
	Iteration 13Q: 3 clusters Score -113166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -113170.390625 Penalty: 716.670410
	Iteration 14Q: 3 clusters Score -113170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -113172.101562 Penalty: 716.670410
	Iteration 15Q: 3 clusters Score -113172.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -113174.296875 Penalty: 716.670410
	Iteration 16Q: 3 clusters Score -113174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -113178.015625 Penalty: 716.670410
	Iteration 17Q: 3 clusters Score -113178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -113179.882812 Penalty: 716.670410
	Iteration 18Q: 3 clusters Score -113179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -113180.921875 Penalty: 716.670410
	Iteration 19Q: 3 clusters Score -113180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -113181.679688 Penalty: 716.670410
	Iteration 20F: 3 clusters Score -113181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -113183.218750 Penalty: 716.670410
	Iteration 21Q: 3 clusters Score -113183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -113184.273438 Penalty: 716.670410
	Iteration 22Q: 3 clusters Score -113184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -113185.757812 Penalty: 716.670410
	Iteration 23Q: 3 clusters Score -113185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -113190.000000 Penalty: 716.670410
	Iteration 24Q: 3 clusters Score -113190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -113193.734375 Penalty: 716.670410
	Iteration 25Q: 3 clusters Score -113193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -113198.937500 Penalty: 716.670410
	Iteration 26Q: 3 clusters Score -113198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -113205.820312 Penalty: 716.670410
	Iteration 27Q: 3 clusters Score -113205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -113211.625000 Penalty: 716.670410
	Iteration 28Q: 3 clusters Score -113211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -113219.484375 Penalty: 716.670410
	Iteration 29Q: 3 clusters Score -113219.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -113229.781250 Penalty: 716.670410
	Iteration 30Q: 3 clusters Score -113229.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -113237.234375 Penalty: 716.670410
	Iteration 31Q: 3 clusters Score -113237.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -113240.625000 Penalty: 716.670410
	Iteration 32Q: 3 clusters Score -113240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -113244.476562 Penalty: 716.670410
	Iteration 33Q: 3 clusters Score -113244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -113247.929688 Penalty: 716.670410
	Iteration 34Q: 3 clusters Score -113247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -113250.804688 Penalty: 716.670410
	Iteration 35Q: 3 clusters Score -113250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -113253.546875 Penalty: 716.670410
	Iteration 36Q: 3 clusters Score -113253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -113254.414062 Penalty: 716.670410
	Iteration 37Q: 3 clusters Score -113254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -113254.484375 Penalty: 716.670410
	Iteration 38Q: 3 clusters Score -113254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -113255.015625 Penalty: 716.670410
	Iteration 39Q: 3 clusters Score -113255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -113255.664062 Penalty: 716.670410
	Iteration 40F: 3 clusters Score -113255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -113255.890625 Penalty: 716.670410
	Iteration 41Q: 3 clusters Score -113255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -113255.890625 Penalty: 716.670410
	Iteration 42F: 3 clusters Score -113255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Entering Unmasked Estep 
Score: -901435.187500 Penalty: 452.037445
	Iteration 0F: 2 clusters Score -901435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -887639.687500 Penalty: 904.074890
	Iteration 0F: 3 clusters Score -887639.7 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -892960.687500 Penalty: 904.074890
	Iteration 1F: 3 clusters Score -892960.7 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -893137.687500 Penalty: 904.074890
	Iteration 2Q: 3 clusters Score -893137.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -893352.687500 Penalty: 904.074890
	Iteration 3Q: 3 clusters Score -893352.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -893623.312500 Penalty: 904.074890
	Iteration 4Q: 3 clusters Score -893623.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -893985.562500 Penalty: 904.074890
	Iteration 5Q: 3 clusters Score -893985.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -894546.187500 Penalty: 904.074890
	Iteration 6Q: 3 clusters Score -894546.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -895438.687500 Penalty: 904.074890
	Iteration 7F: 3 clusters Score -895438.7 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -896453.937500 Penalty: 904.074890
	Iteration 8F: 3 clusters Score -896453.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -897077.437500 Penalty: 904.074890
	Iteration 9F: 3 clusters Score -897077.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -897264.437500 Penalty: 904.074890
	Iteration 10Q: 3 clusters Score -897264.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -897324.000000 Penalty: 904.074890
	Iteration 11Q: 3 clusters Score -897324 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -897346.125000 Penalty: 904.074890
	Iteration 12Q: 3 clusters Score -897346.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -897366.250000 Penalty: 904.074890
	Iteration 13Q: 3 clusters Score -897366.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -897383.500000 Penalty: 904.074890
	Iteration 14Q: 3 clusters Score -897383.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -897401.250000 Penalty: 904.074890
	Iteration 15Q: 3 clusters Score -897401.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -897430.812500 Penalty: 904.074890
	Iteration 16Q: 3 clusters Score -897430.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -897467.750000 Penalty: 904.074890
	Iteration 17Q: 3 clusters Score -897467.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -897506.937500 Penalty: 904.074890
	Iteration 18Q: 3 clusters Score -897506.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -897550.312500 Penalty: 904.074890
	Iteration 19Q: 3 clusters Score -897550.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -897600.812500 Penalty: 904.074890
	Iteration 20F: 3 clusters Score -897600.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -897656.250000 Penalty: 904.074890
	Iteration 21Q: 3 clusters Score -897656.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -897717.187500 Penalty: 904.074890
	Iteration 22Q: 3 clusters Score -897717.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -897797.375000 Penalty: 904.074890
	Iteration 23Q: 3 clusters Score -897797.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -897879.375000 Penalty: 904.074890
	Iteration 24Q: 3 clusters Score -897879.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -897950.437500 Penalty: 904.074890
	Iteration 25Q: 3 clusters Score -897950.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -898019.937500 Penalty: 904.074890
	Iteration 26Q: 3 clusters Score -898019.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -898097.375000 Penalty: 904.074890
	Iteration 27Q: 3 clusters Score -898097.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -898172.875000 Penalty: 904.074890
	Iteration 28Q: 3 clusters Score -898172.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -898260.812500 Penalty: 904.074890
	Iteration 29Q: 3 clusters Score -898260.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -898362.937500 Penalty: 904.074890
	Iteration 30Q: 3 clusters Score -898362.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -898472.937500 Penalty: 904.074890
	Iteration 31Q: 3 clusters Score -898472.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -898594.312500 Penalty: 904.074890
	Iteration 32Q: 3 clusters Score -898594.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -898738.625000 Penalty: 904.074890
	Iteration 33Q: 3 clusters Score -898738.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -898874.562500 Penalty: 904.074890
	Iteration 34Q: 3 clusters Score -898874.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -899007.250000 Penalty: 904.074890
	Iteration 35Q: 3 clusters Score -899007.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -899155.750000 Penalty: 904.074890
	Iteration 36Q: 3 clusters Score -899155.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -899334.125000 Penalty: 904.074890
	Iteration 37Q: 3 clusters Score -899334.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -899542.000000 Penalty: 904.074890
	Iteration 38Q: 3 clusters Score -899542 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -899774.125000 Penalty: 904.074890
	Iteration 39Q: 3 clusters Score -899774.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -900012.000000 Penalty: 904.074890
	Iteration 40F: 3 clusters Score -900012 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -900241.937500 Penalty: 904.074890
	Iteration 41Q: 3 clusters Score -900241.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -900447.250000 Penalty: 904.074890
	Iteration 42Q: 3 clusters Score -900447.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -900635.812500 Penalty: 904.074890
	Iteration 43Q: 3 clusters Score -900635.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -900788.937500 Penalty: 904.074890
	Iteration 44Q: 3 clusters Score -900788.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -900887.625000 Penalty: 904.074890
	Iteration 45Q: 3 clusters Score -900887.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -900952.562500 Penalty: 904.074890
	Iteration 46Q: 3 clusters Score -900952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -900996.312500 Penalty: 904.074890
	Iteration 47Q: 3 clusters Score -900996.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -901021.812500 Penalty: 904.074890
	Iteration 48Q: 3 clusters Score -901021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -901031.250000 Penalty: 904.074890
	Iteration 49Q: 3 clusters Score -901031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -901035.312500 Penalty: 904.074890
	Iteration 50Q: 3 clusters Score -901035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -901037.125000 Penalty: 904.074890
	Iteration 51Q: 3 clusters Score -901037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -901037.125000 Penalty: 904.074890
	Iteration 52Q: 3 clusters Score -901037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -901037.125000 Penalty: 904.074890
	Iteration 53F: 3 clusters Score -901037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (304089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304089 members 
Entering Unmasked Estep 
Score: -13538608.000000 Penalty: 574.440918
	Iteration 0F: 2 clusters Score -1.353861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 151370 members 
Entering Unmasked Estep 
Score: -13336411.000000 Penalty: 1148.881836
	Iteration 0F: 3 clusters Score -1.333641e+07 nChanged 150015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192136 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -13438712.000000 Penalty: 1148.881836
	Iteration 1F: 3 clusters Score -1.343871e+07 nChanged 22415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213829 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -13453810.000000 Penalty: 1148.881836
	Iteration 2F: 3 clusters Score -1.345381e+07 nChanged 26957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240492 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -13476891.000000 Penalty: 1148.881836
	Iteration 3F: 3 clusters Score -1.347689e+07 nChanged 27003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267421 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -13504585.000000 Penalty: 1148.881836
	Iteration 4F: 3 clusters Score -1.350458e+07 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287390 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -13525070.000000 Penalty: 1148.881836
	Iteration 5F: 3 clusters Score -1.352507e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297907 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -13533910.000000 Penalty: 1148.881836
	Iteration 6Q: 3 clusters Score -1.353391e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302087 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13536805.000000 Penalty: 1148.881836
	Iteration 7Q: 3 clusters Score -1.35368e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13537694.000000 Penalty: 1148.881836
	Iteration 8Q: 3 clusters Score -1.353769e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303783 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13537970.000000 Penalty: 1148.881836
	Iteration 9Q: 3 clusters Score -1.353797e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303914 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13538057.000000 Penalty: 1148.881836
	Iteration 10Q: 3 clusters Score -1.353806e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303951 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13538082.000000 Penalty: 1148.881836
	Iteration 11Q: 3 clusters Score -1.353808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303966 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13538097.000000 Penalty: 1148.881836
	Iteration 12Q: 3 clusters Score -1.35381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303972 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13538097.000000 Penalty: 1148.881836
	Iteration 13Q: 3 clusters Score -1.35381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13538094.000000 Penalty: 1148.881836
	Iteration 14Q: 3 clusters Score -1.353809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303968 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13538107.000000 Penalty: 1148.881836
	Iteration 15Q: 3 clusters Score -1.353811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13538113.000000 Penalty: 1148.881836
	Iteration 16Q: 3 clusters Score -1.353811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303970 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13538113.000000 Penalty: 1148.881836
	Iteration 17Q: 3 clusters Score -1.353811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303968 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13538113.000000 Penalty: 1148.881836
	Iteration 18Q: 3 clusters Score -1.353811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13538114.000000 Penalty: 1148.881836
	Iteration 19Q: 3 clusters Score -1.353811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13538114.000000 Penalty: 1148.881836
	Iteration 20F: 3 clusters Score -1.353811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -320530.437500 Penalty: 405.486877
	Iteration 0F: 2 clusters Score -320530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -315566.906250 Penalty: 810.973755
	Iteration 0F: 3 clusters Score -315566.9 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -317397.437500 Penalty: 810.973755
	Iteration 1F: 3 clusters Score -317397.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -317562.968750 Penalty: 810.973755
	Iteration 2F: 3 clusters Score -317563 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -317796.781250 Penalty: 810.973755
	Iteration 3F: 3 clusters Score -317796.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -318123.468750 Penalty: 810.973755
	Iteration 4F: 3 clusters Score -318123.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -318538.531250 Penalty: 810.973755
	Iteration 5F: 3 clusters Score -318538.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -318975.250000 Penalty: 810.973755
	Iteration 6F: 3 clusters Score -318975.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -319400.375000 Penalty: 810.973755
	Iteration 7F: 3 clusters Score -319400.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -319735.218750 Penalty: 810.973755
	Iteration 8Q: 3 clusters Score -319735.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -319920.875000 Penalty: 810.973755
	Iteration 9Q: 3 clusters Score -319920.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -320019.000000 Penalty: 810.973755
	Iteration 10Q: 3 clusters Score -320019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -320075.125000 Penalty: 810.973755
	Iteration 11Q: 3 clusters Score -320075.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -320118.875000 Penalty: 810.973755
	Iteration 12Q: 3 clusters Score -320118.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -320145.343750 Penalty: 810.973755
	Iteration 13Q: 3 clusters Score -320145.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -320168.093750 Penalty: 810.973755
	Iteration 14Q: 3 clusters Score -320168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -320183.062500 Penalty: 810.973755
	Iteration 15Q: 3 clusters Score -320183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -320187.093750 Penalty: 810.973755
	Iteration 16Q: 3 clusters Score -320187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -320192.375000 Penalty: 810.973755
	Iteration 17Q: 3 clusters Score -320192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -320192.843750 Penalty: 810.973755
	Iteration 18Q: 3 clusters Score -320192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -320193.718750 Penalty: 810.973755
	Iteration 19Q: 3 clusters Score -320193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -320193.718750 Penalty: 810.973755
	Iteration 20F: 3 clusters Score -320193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -5640.979004 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -5640.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5382.749023 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -5382.749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5443.911133 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -5443.911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5455.679199 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -5455.679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5463.252930 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -5463.253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5470.952148 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -5470.952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5479.504395 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -5479.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5482.242188 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -5482.242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5483.879883 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -5483.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5486.843750 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -5486.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5486.843750 Penalty: 472.559082
	Iteration 9F: 3 clusters Score -5486.844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Entering Unmasked Estep 
Score: -2317509.750000 Penalty: 494.707520
	Iteration 0F: 2 clusters Score -2317510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2282391.000000 Penalty: 989.415039
	Iteration 0F: 3 clusters Score -2282391 nChanged 25433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2297020.750000 Penalty: 989.415039
	Iteration 1F: 3 clusters Score -2297021 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2297338.000000 Penalty: 989.415039
	Iteration 2Q: 3 clusters Score -2297338 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2297766.250000 Penalty: 989.415039
	Iteration 3Q: 3 clusters Score -2297766 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2298410.750000 Penalty: 989.415039
	Iteration 4Q: 3 clusters Score -2298411 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -2299478.750000 Penalty: 989.415039
	Iteration 5Q: 3 clusters Score -2299479 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -2301269.500000 Penalty: 989.415039
	Iteration 6F: 3 clusters Score -2301270 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2303886.000000 Penalty: 989.415039
	Iteration 7F: 3 clusters Score -2303886 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -2306339.750000 Penalty: 989.415039
	Iteration 8F: 3 clusters Score -2306340 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -2307480.500000 Penalty: 989.415039
	Iteration 9F: 3 clusters Score -2307480 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -2307775.750000 Penalty: 989.415039
	Iteration 10Q: 3 clusters Score -2307776 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -2307900.000000 Penalty: 989.415039
	Iteration 11Q: 3 clusters Score -2307900 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2308045.250000 Penalty: 989.415039
	Iteration 12Q: 3 clusters Score -2308045 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -2308212.500000 Penalty: 989.415039
	Iteration 13Q: 3 clusters Score -2308212 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2308438.250000 Penalty: 989.415039
	Iteration 14Q: 3 clusters Score -2308438 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2308701.500000 Penalty: 989.415039
	Iteration 15Q: 3 clusters Score -2308702 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2309047.000000 Penalty: 989.415039
	Iteration 16Q: 3 clusters Score -2309047 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2309532.500000 Penalty: 989.415039
	Iteration 17Q: 3 clusters Score -2309532 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -2310189.500000 Penalty: 989.415039
	Iteration 18Q: 3 clusters Score -2310190 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2311095.000000 Penalty: 989.415039
	Iteration 19Q: 3 clusters Score -2311095 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2312255.500000 Penalty: 989.415039
	Iteration 20F: 3 clusters Score -2312256 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2313511.500000 Penalty: 989.415039
	Iteration 21Q: 3 clusters Score -2313512 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2314853.500000 Penalty: 989.415039
	Iteration 22Q: 3 clusters Score -2314854 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2315960.500000 Penalty: 989.415039
	Iteration 23Q: 3 clusters Score -2315960 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2316644.250000 Penalty: 989.415039
	Iteration 24Q: 3 clusters Score -2316644 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2317003.000000 Penalty: 989.415039
	Iteration 25Q: 3 clusters Score -2317003 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2317176.000000 Penalty: 989.415039
	Iteration 26Q: 3 clusters Score -2317176 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2317272.250000 Penalty: 989.415039
	Iteration 27Q: 3 clusters Score -2317272 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2317295.500000 Penalty: 989.415039
	Iteration 28Q: 3 clusters Score -2317296 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2317307.000000 Penalty: 989.415039
	Iteration 29Q: 3 clusters Score -2317307 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2317312.750000 Penalty: 989.415039
	Iteration 30Q: 3 clusters Score -2317313 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2317318.250000 Penalty: 989.415039
	Iteration 31Q: 3 clusters Score -2317318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2317325.000000 Penalty: 989.415039
	Iteration 32Q: 3 clusters Score -2317325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2317322.250000 Penalty: 989.415039
	Iteration 33Q: 3 clusters Score -2317322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2317320.250000 Penalty: 989.415039
	Iteration 34Q: 3 clusters Score -2317320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2317322.250000 Penalty: 989.415039
	Iteration 35Q: 3 clusters Score -2317322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2317323.250000 Penalty: 989.415039
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Mstep: Class 2 contains 23339 members 
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	Iteration 129Q: 3 clusters Score -2317367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2317362.500000 Penalty: 989.415039
	Iteration 130Q: 3 clusters Score -2317362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2317362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2317361.000000 Penalty: 989.415039
	Iteration 132Q: 3 clusters Score -2317361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2317360.250000 Penalty: 989.415039
	Iteration 133Q: 3 clusters Score -2317360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2317364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2317362.750000 Penalty: 989.415039
	Iteration 135Q: 3 clusters Score -2317363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2317364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2317362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2317361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2317364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2317363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2317360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2317360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2317355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2317358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2317358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2317355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2317354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2317355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2317359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2317362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2317363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2317366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2317367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2317374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2317370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2317371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2317368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2317366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2317366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2317366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2317368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2317370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 163F: 3 clusters Score -2317370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 204618 members 
Mstep: Class 2 contains 28947 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 40489 members 
Mstep: Class 5 contains 70386 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 15867 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 176819 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 175285 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20638 members 
Mstep: Class 15 contains 304089 members 
Mstep: Class 16 contains 7419 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52717 members 
Entering Unmasked Estep 
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Iteration 159Q: 19 clusters Score -4.69475e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 205762 members 
Mstep: Class 2 contains 29089 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 40502 members 
Mstep: Class 5 contains 70690 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 175234 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 174851 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 304476 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52698 members 
Entering Unmasked Estep 
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Iteration 160F: 19 clusters Score -4.69473e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 207013 members 
Mstep: Class 2 contains 29233 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 40499 members 
Mstep: Class 5 contains 70978 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 173642 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 174398 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 20704 members 
Mstep: Class 15 contains 304842 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52644 members 
Entering Unmasked Estep 
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Iteration 161Q: 19 clusters Score -4.694726e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 208205 members 
Mstep: Class 2 contains 29371 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 40512 members 
Mstep: Class 5 contains 71272 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 15853 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 172108 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 173911 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 20741 members 
Mstep: Class 15 contains 305242 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52597 members 
Entering Unmasked Estep 
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Iteration 162Q: 19 clusters Score -4.694699e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 209459 members 
Mstep: Class 2 contains 29531 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 71512 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 170538 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 173389 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20763 members 
Mstep: Class 15 contains 305679 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52573 members 
Entering Unmasked Estep 
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Iteration 163Q: 19 clusters Score -4.694695e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 210822 members 
Mstep: Class 2 contains 29668 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40502 members 
Mstep: Class 5 contains 71741 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 168952 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 172856 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 20786 members 
Mstep: Class 15 contains 306075 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52534 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -4.6947e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 212092 members 
Mstep: Class 2 contains 29801 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 40489 members 
Mstep: Class 5 contains 71986 members 
Mstep: Class 6 contains 7933 members 
Mstep: Class 7 contains 15825 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 167399 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 172298 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 20820 members 
Mstep: Class 15 contains 306530 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52504 members 
Entering Unmasked Estep 
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Iteration 165Q: 19 clusters Score -4.694696e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 213334 members 
Mstep: Class 2 contains 29922 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 40490 members 
Mstep: Class 5 contains 72194 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 15820 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 165944 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 171745 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 306924 members 
Mstep: Class 16 contains 7490 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52471 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -4.694688e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 214682 members 
Mstep: Class 2 contains 30037 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 40500 members 
Mstep: Class 5 contains 72394 members 
Mstep: Class 6 contains 7996 members 
Mstep: Class 7 contains 15819 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 164492 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 171207 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20870 members 
Mstep: Class 15 contains 307219 members 
Mstep: Class 16 contains 7507 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52420 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -4.694707e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 216240 members 
Mstep: Class 2 contains 30146 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 40497 members 
Mstep: Class 5 contains 72559 members 
Mstep: Class 6 contains 8023 members 
Mstep: Class 7 contains 15812 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 162953 members 
Mstep: Class 10 contains 1779 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 170719 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20900 members 
Mstep: Class 15 contains 307415 members 
Mstep: Class 16 contains 7519 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52363 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -4.694714e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 217835 members 
Mstep: Class 2 contains 30247 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 40488 members 
Mstep: Class 5 contains 72732 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 161386 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 170188 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 20932 members 
Mstep: Class 15 contains 307659 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52289 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -4.694717e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 219383 members 
Mstep: Class 2 contains 30342 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 40490 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 159864 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 169683 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 20955 members 
Mstep: Class 15 contains 307918 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52217 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -4.694719e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 220960 members 
Mstep: Class 2 contains 30435 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 40492 members 
Mstep: Class 5 contains 73000 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 15798 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 158363 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 169133 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 20990 members 
Mstep: Class 15 contains 308228 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52117 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -4.694721e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 222508 members 
Mstep: Class 2 contains 30520 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 73119 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 156880 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 168524 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21020 members 
Mstep: Class 15 contains 308568 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 52035 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -4.694685e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 223963 members 
Mstep: Class 2 contains 30599 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 73246 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 155441 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 167945 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21032 members 
Mstep: Class 15 contains 308926 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51976 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -4.694675e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 225553 members 
Mstep: Class 2 contains 30680 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 40488 members 
Mstep: Class 5 contains 73360 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 15809 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 153941 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 167347 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21052 members 
Mstep: Class 15 contains 309290 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51902 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -4.694667e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 227207 members 
Mstep: Class 2 contains 30754 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 40473 members 
Mstep: Class 5 contains 73456 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 15815 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 152448 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 166762 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21066 members 
Mstep: Class 15 contains 309604 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51832 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -4.694646e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 228787 members 
Mstep: Class 2 contains 30818 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 40482 members 
Mstep: Class 5 contains 73554 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 15816 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 150994 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 166146 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21074 members 
Mstep: Class 15 contains 309955 members 
Mstep: Class 16 contains 7644 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51782 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -4.694641e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 30883 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 40477 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 7 contains 15816 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 149527 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 165503 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21084 members 
Mstep: Class 15 contains 310383 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946108.000000 Penalty: 11404.721680
Iteration 177Q: 19 clusters Score -4.694611e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 231910 members 
Mstep: Class 2 contains 30941 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 40473 members 
Mstep: Class 5 contains 73721 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 15820 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 148053 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 164838 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21099 members 
Mstep: Class 15 contains 310817 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 51681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945884.000000 Penalty: 11404.721680
Iteration 178Q: 19 clusters Score -4.694588e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 233547 members 
Mstep: Class 2 contains 30999 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 40464 members 
Mstep: Class 5 contains 73759 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 15814 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 146586 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 164223 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 21119 members 
Mstep: Class 15 contains 311207 members 
Mstep: Class 16 contains 7678 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945740.000000 Penalty: 11404.721680
Iteration 179Q: 19 clusters Score -4.694574e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 235348 members 
Mstep: Class 2 contains 31057 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40457 members 
Mstep: Class 5 contains 73768 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 145023 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 163590 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 21151 members 
Mstep: Class 15 contains 311582 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945752.000000 Penalty: 11404.721680
Iteration 180F: 19 clusters Score -4.694575e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 237176 members 
Mstep: Class 2 contains 31128 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 40458 members 
Mstep: Class 5 contains 73755 members 
Mstep: Class 6 contains 8273 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 143496 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 162942 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21163 members 
Mstep: Class 15 contains 311928 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945524.000000 Penalty: 11404.721680
Iteration 181Q: 19 clusters Score -4.694552e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 239092 members 
Mstep: Class 2 contains 31196 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 40457 members 
Mstep: Class 5 contains 73745 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 141937 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 162198 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21168 members 
Mstep: Class 15 contains 312329 members 
Mstep: Class 16 contains 7730 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945200.000000 Penalty: 11404.721680
Iteration 182Q: 19 clusters Score -4.69452e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 240971 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 966 members 
Mstep: Class 4 contains 40460 members 
Mstep: Class 5 contains 73722 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 15779 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 140425 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 161380 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 312818 members 
Mstep: Class 16 contains 7763 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944928.000000 Penalty: 11404.721680
Iteration 183Q: 19 clusters Score -4.694493e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 242933 members 
Mstep: Class 2 contains 31352 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 40454 members 
Mstep: Class 5 contains 73668 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 138851 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 160528 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21178 members 
Mstep: Class 15 contains 313313 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944736.000000 Penalty: 11404.721680
Iteration 184Q: 19 clusters Score -4.694474e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 245068 members 
Mstep: Class 2 contains 31427 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 40442 members 
Mstep: Class 5 contains 73610 members 
Mstep: Class 6 contains 8402 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 137215 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 159667 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21190 members 
Mstep: Class 15 contains 313706 members 
Mstep: Class 16 contains 7819 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 51023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944852.000000 Penalty: 11404.721680
Iteration 185Q: 19 clusters Score -4.694485e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 247227 members 
Mstep: Class 2 contains 31490 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 40439 members 
Mstep: Class 5 contains 73547 members 
Mstep: Class 6 contains 8424 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 135638 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 158805 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21210 members 
Mstep: Class 15 contains 314043 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944340.000000 Penalty: 11404.721680
Iteration 186Q: 19 clusters Score -4.694434e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 249396 members 
Mstep: Class 2 contains 31544 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 40428 members 
Mstep: Class 5 contains 73479 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 134064 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 157942 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21244 members 
Mstep: Class 15 contains 314384 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943980.000000 Penalty: 11404.721680
Iteration 187Q: 19 clusters Score -4.694398e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 251674 members 
Mstep: Class 2 contains 31603 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 40420 members 
Mstep: Class 5 contains 73382 members 
Mstep: Class 6 contains 8475 members 
Mstep: Class 7 contains 15764 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 132434 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 157070 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21294 members 
Mstep: Class 15 contains 314725 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943932.000000 Penalty: 11404.721680
Iteration 188Q: 19 clusters Score -4.694393e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 253981 members 
Mstep: Class 2 contains 31660 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 73263 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 4841 members 
Mstep: Class 9 contains 130792 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 156156 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 21329 members 
Mstep: Class 15 contains 315154 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943752.000000 Penalty: 11404.721680
Iteration 189Q: 19 clusters Score -4.694375e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 256280 members 
Mstep: Class 2 contains 31723 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 40427 members 
Mstep: Class 5 contains 73134 members 
Mstep: Class 6 contains 8500 members 
Mstep: Class 7 contains 15747 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 129148 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 155250 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 21368 members 
Mstep: Class 15 contains 315562 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943796.000000 Penalty: 11404.721680
Iteration 190Q: 19 clusters Score -4.69438e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 258654 members 
Mstep: Class 2 contains 31778 members 
Mstep: Class 3 contains 956 members 
Mstep: Class 4 contains 40431 members 
Mstep: Class 5 contains 72993 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 4820 members 
Mstep: Class 9 contains 127506 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 154438 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 21414 members 
Mstep: Class 15 contains 315814 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943832.000000 Penalty: 11404.721680
Iteration 191Q: 19 clusters Score -4.694383e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 260860 members 
Mstep: Class 2 contains 31825 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40444 members 
Mstep: Class 5 contains 72864 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 15760 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 9 contains 125935 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 153597 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 21454 members 
Mstep: Class 15 contains 316161 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943772.000000 Penalty: 11404.721680
Iteration 192Q: 19 clusters Score -4.694377e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 263146 members 
Mstep: Class 2 contains 31875 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40448 members 
Mstep: Class 5 contains 72747 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 9 contains 124332 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 126 members 
Mstep: Class 12 contains 152731 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 21481 members 
Mstep: Class 15 contains 316454 members 
Mstep: Class 16 contains 7852 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 50022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943408.000000 Penalty: 11404.721680
Iteration 193Q: 19 clusters Score -4.694341e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 265515 members 
Mstep: Class 2 contains 31922 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 72626 members 
Mstep: Class 6 contains 8545 members 
Mstep: Class 7 contains 15785 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 9 contains 122741 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 151872 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 21513 members 
Mstep: Class 15 contains 316698 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943280.000000 Penalty: 11404.721680
Iteration 194Q: 19 clusters Score -4.694328e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 267882 members 
Mstep: Class 2 contains 31976 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40455 members 
Mstep: Class 5 contains 72504 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 121171 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 151069 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 21539 members 
Mstep: Class 15 contains 316843 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943148.000000 Penalty: 11404.721680
Iteration 195Q: 19 clusters Score -4.694315e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 270314 members 
Mstep: Class 2 contains 32032 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40449 members 
Mstep: Class 5 contains 72400 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 15802 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 119536 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 150216 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 317014 members 
Mstep: Class 16 contains 7863 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942764.000000 Penalty: 11404.721680
Iteration 196Q: 19 clusters Score -4.694276e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 272854 members 
Mstep: Class 2 contains 32082 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40454 members 
Mstep: Class 5 contains 72303 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 15806 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 117843 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 149344 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21555 members 
Mstep: Class 15 contains 317140 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942408.000000 Penalty: 11404.721680
Iteration 197Q: 19 clusters Score -4.694241e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275404 members 
Mstep: Class 2 contains 32123 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40442 members 
Mstep: Class 5 contains 72195 members 
Mstep: Class 6 contains 8635 members 
Mstep: Class 7 contains 15804 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 116226 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 125 members 
Mstep: Class 12 contains 148524 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21545 members 
Mstep: Class 15 contains 317188 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942492.000000 Penalty: 11404.721680
Iteration 198Q: 19 clusters Score -4.694249e+07 nChanged 4106
Entering ConstructFrom: 
Score: -46942492.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (277973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277973 members 
Entering Unmasked Estep 
Score: -12323534.000000 Penalty: 570.355225
	Iteration 0F: 2 clusters Score -1.232353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -12134782.000000 Penalty: 1140.710449
	Iteration 0F: 3 clusters Score -1.213478e+07 nChanged 137110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 143427 members 
Entering Unmasked Estep 
Score: -12217214.000000 Penalty: 1140.710449
	Iteration 1F: 3 clusters Score -1.221721e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -12218276.000000 Penalty: 1140.710449
	Iteration 2Q: 3 clusters Score -1.221828e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -12219859.000000 Penalty: 1140.710449
	Iteration 3Q: 3 clusters Score -1.221986e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -12222566.000000 Penalty: 1140.710449
	Iteration 4Q: 3 clusters Score -1.222257e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -12227381.000000 Penalty: 1140.710449
	Iteration 5Q: 3 clusters Score -1.222738e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -12235444.000000 Penalty: 1140.710449
	Iteration 6F: 3 clusters Score -1.223544e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 194487 members 
Entering Unmasked Estep 
Score: -12248649.000000 Penalty: 1140.710449
	Iteration 7F: 3 clusters Score -1.224865e+07 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 212345 members 
Entering Unmasked Estep 
Score: -12266171.000000 Penalty: 1140.710449
	Iteration 8F: 3 clusters Score -1.226617e+07 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 228021 members 
Entering Unmasked Estep 
Score: -12283625.000000 Penalty: 1140.710449
	Iteration 9F: 3 clusters Score -1.228362e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 238611 members 
Entering Unmasked Estep 
Score: -12294667.000000 Penalty: 1140.710449
	Iteration 10Q: 3 clusters Score -1.229467e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 246125 members 
Entering Unmasked Estep 
Score: -12300830.000000 Penalty: 1140.710449
	Iteration 11Q: 3 clusters Score -1.230083e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 252324 members 
Entering Unmasked Estep 
Score: -12305149.000000 Penalty: 1140.710449
	Iteration 12Q: 3 clusters Score -1.230515e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 257737 members 
Entering Unmasked Estep 
Score: -12308763.000000 Penalty: 1140.710449
	Iteration 13Q: 3 clusters Score -1.230876e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 262360 members 
Entering Unmasked Estep 
Score: -12311896.000000 Penalty: 1140.710449
	Iteration 14Q: 3 clusters Score -1.23119e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 266330 members 
Entering Unmasked Estep 
Score: -12314749.000000 Penalty: 1140.710449
	Iteration 15Q: 3 clusters Score -1.231475e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 269412 members 
Entering Unmasked Estep 
Score: -12317009.000000 Penalty: 1140.710449
	Iteration 16Q: 3 clusters Score -1.231701e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 271820 members 
Entering Unmasked Estep 
Score: -12318624.000000 Penalty: 1140.710449
	Iteration 17Q: 3 clusters Score -1.231862e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 273688 members 
Entering Unmasked Estep 
Score: -12320030.000000 Penalty: 1140.710449
	Iteration 18Q: 3 clusters Score -1.232003e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 275112 members 
Entering Unmasked Estep 
Score: -12321103.000000 Penalty: 1140.710449
	Iteration 19Q: 3 clusters Score -1.23211e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 276122 members 
Entering Unmasked Estep 
Score: -12321816.000000 Penalty: 1140.710449
	Iteration 20F: 3 clusters Score -1.232182e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 276754 members 
Entering Unmasked Estep 
Score: -12322216.000000 Penalty: 1140.710449
	Iteration 21Q: 3 clusters Score -1.232222e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 277173 members 
Entering Unmasked Estep 
Score: -12322495.000000 Penalty: 1140.710449
	Iteration 22Q: 3 clusters Score -1.23225e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 277437 members 
Entering Unmasked Estep 
Score: -12322677.000000 Penalty: 1140.710449
	Iteration 23Q: 3 clusters Score -1.232268e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 277588 members 
Entering Unmasked Estep 
Score: -12322764.000000 Penalty: 1140.710449
	Iteration 24Q: 3 clusters Score -1.232276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 277662 members 
Entering Unmasked Estep 
Score: -12322819.000000 Penalty: 1140.710449
	Iteration 25Q: 3 clusters Score -1.232282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277714 members 
Entering Unmasked Estep 
Score: -12322857.000000 Penalty: 1140.710449
	Iteration 26Q: 3 clusters Score -1.232286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277747 members 
Entering Unmasked Estep 
Score: -12322903.000000 Penalty: 1140.710449
	Iteration 27Q: 3 clusters Score -1.23229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277760 members 
Entering Unmasked Estep 
Score: -12322907.000000 Penalty: 1140.710449
	Iteration 28Q: 3 clusters Score -1.232291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277772 members 
Entering Unmasked Estep 
Score: -12322927.000000 Penalty: 1140.710449
	Iteration 29Q: 3 clusters Score -1.232293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 277777 members 
Entering Unmasked Estep 
Score: -12322926.000000 Penalty: 1140.710449
	Iteration 30Q: 3 clusters Score -1.232293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 277784 members 
Entering Unmasked Estep 
Score: -12322928.000000 Penalty: 1140.710449
	Iteration 31Q: 3 clusters Score -1.232293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277795 members 
Entering Unmasked Estep 
Score: -12322951.000000 Penalty: 1140.710449
	Iteration 32Q: 3 clusters Score -1.232295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 277797 members 
Entering Unmasked Estep 
Score: -12322955.000000 Penalty: 1140.710449
	Iteration 33Q: 3 clusters Score -1.232296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 277801 members 
Entering Unmasked Estep 
Score: -12322960.000000 Penalty: 1140.710449
	Iteration 34Q: 3 clusters Score -1.232296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 277804 members 
Entering Unmasked Estep 
Score: -12322967.000000 Penalty: 1140.710449
	Iteration 35Q: 3 clusters Score -1.232297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 277808 members 
Entering Unmasked Estep 
Score: -12322981.000000 Penalty: 1140.710449
	Iteration 36Q: 3 clusters Score -1.232298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 277812 members 
Entering Unmasked Estep 
Score: -12322989.000000 Penalty: 1140.710449
	Iteration 37Q: 3 clusters Score -1.232299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 277817 members 
Entering Unmasked Estep 
Score: -12323001.000000 Penalty: 1140.710449
	Iteration 38Q: 3 clusters Score -1.2323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 277818 members 
Entering Unmasked Estep 
Score: -12323001.000000 Penalty: 1140.710449
	Iteration 39Q: 3 clusters Score -1.2323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 277822 members 
Entering Unmasked Estep 
Score: -12323002.000000 Penalty: 1140.710449
	Iteration 40F: 3 clusters Score -1.2323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 277824 members 
Entering Unmasked Estep 
Score: -12323012.000000 Penalty: 1140.710449
	Iteration 41Q: 3 clusters Score -1.232301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 277824 members 
Entering Unmasked Estep 
Score: -12323009.000000 Penalty: 1140.710449
	Iteration 42Q: 3 clusters Score -1.232301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277825 members 
Entering Unmasked Estep 
Score: -12323014.000000 Penalty: 1140.710449
	Iteration 43Q: 3 clusters Score -1.232301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 277824 members 
Entering Unmasked Estep 
Score: -12323009.000000 Penalty: 1140.710449
	Iteration 44Q: 3 clusters Score -1.232301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277825 members 
Entering Unmasked Estep 
Score: -12323009.000000 Penalty: 1140.710449
	Iteration 45Q: 3 clusters Score -1.232301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277825 members 
Entering Unmasked Estep 
Score: -12323009.000000 Penalty: 1140.710449
	Iteration 46F: 3 clusters Score -1.232301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Entering Unmasked Estep 
Score: -1383206.500000 Penalty: 472.215118
	Iteration 0F: 2 clusters Score -1383206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1361577.375000 Penalty: 944.430237
	Iteration 0F: 3 clusters Score -1361577 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1370462.750000 Penalty: 944.430237
	Iteration 1F: 3 clusters Score -1370463 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1370880.750000 Penalty: 944.430237
	Iteration 2Q: 3 clusters Score -1370881 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1371448.500000 Penalty: 944.430237
	Iteration 3Q: 3 clusters Score -1371448 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1372302.125000 Penalty: 944.430237
	Iteration 4Q: 3 clusters Score -1372302 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1373890.125000 Penalty: 944.430237
	Iteration 5F: 3 clusters Score -1373890 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1376265.875000 Penalty: 944.430237
	Iteration 6F: 3 clusters Score -1376266 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1378590.875000 Penalty: 944.430237
	Iteration 7F: 3 clusters Score -1378591 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1380241.000000 Penalty: 944.430237
	Iteration 8F: 3 clusters Score -1380241 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1381138.875000 Penalty: 944.430237
	Iteration 9Q: 3 clusters Score -1381139 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1381691.500000 Penalty: 944.430237
	Iteration 10Q: 3 clusters Score -1381692 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1382140.875000 Penalty: 944.430237
	Iteration 11Q: 3 clusters Score -1382141 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1382456.500000 Penalty: 944.430237
	Iteration 12Q: 3 clusters Score -1382456 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1382632.875000 Penalty: 944.430237
	Iteration 13Q: 3 clusters Score -1382633 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1382720.375000 Penalty: 944.430237
	Iteration 14Q: 3 clusters Score -1382720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1382776.250000 Penalty: 944.430237
	Iteration 15Q: 3 clusters Score -1382776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1382795.125000 Penalty: 944.430237
	Iteration 16Q: 3 clusters Score -1382795 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1382819.500000 Penalty: 944.430237
	Iteration 17Q: 3 clusters Score -1382820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1382833.000000 Penalty: 944.430237
	Iteration 18Q: 3 clusters Score -1382833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1382828.750000 Penalty: 944.430237
	Iteration 19Q: 3 clusters Score -1382829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1382841.125000 Penalty: 944.430237
	Iteration 20F: 3 clusters Score -1382841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1382845.500000 Penalty: 944.430237
	Iteration 21Q: 3 clusters Score -1382846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1382847.125000 Penalty: 944.430237
	Iteration 22Q: 3 clusters Score -1382847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1382849.750000 Penalty: 944.430237
	Iteration 23Q: 3 clusters Score -1382850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1382850.750000 Penalty: 944.430237
	Iteration 24Q: 3 clusters Score -1382851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1382850.250000 Penalty: 944.430237
	Iteration 25Q: 3 clusters Score -1382850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1382852.125000 Penalty: 944.430237
	Iteration 26Q: 3 clusters Score -1382852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1382853.375000 Penalty: 944.430237
	Iteration 27Q: 3 clusters Score -1382853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1382851.250000 Penalty: 944.430237
	Iteration 28Q: 3 clusters Score -1382851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1382852.125000 Penalty: 944.430237
	Iteration 29Q: 3 clusters Score -1382852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1382851.250000 Penalty: 944.430237
	Iteration 30Q: 3 clusters Score -1382851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1382853.250000 Penalty: 944.430237
	Iteration 31Q: 3 clusters Score -1382853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1382853.000000 Penalty: 944.430237
	Iteration 32Q: 3 clusters Score -1382853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1382854.000000 Penalty: 944.430237
	Iteration 33Q: 3 clusters Score -1382854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1382857.875000 Penalty: 944.430237
	Iteration 34Q: 3 clusters Score -1382858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1382859.875000 Penalty: 944.430237
	Iteration 35Q: 3 clusters Score -1382860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1382860.875000 Penalty: 944.430237
	Iteration 36Q: 3 clusters Score -1382861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1382861.375000 Penalty: 944.430237
	Iteration 37Q: 3 clusters Score -1382861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1382865.875000 Penalty: 944.430237
	Iteration 38Q: 3 clusters Score -1382866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1382868.375000 Penalty: 944.430237
	Iteration 39Q: 3 clusters Score -1382868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1382871.500000 Penalty: 944.430237
	Iteration 40F: 3 clusters Score -1382872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1382870.250000 Penalty: 944.430237
	Iteration 41Q: 3 clusters Score -1382870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1382871.875000 Penalty: 944.430237
	Iteration 42Q: 3 clusters Score -1382872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1382878.000000 Penalty: 944.430237
	Iteration 43Q: 3 clusters Score -1382878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1382877.625000 Penalty: 944.430237
	Iteration 44Q: 3 clusters Score -1382878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1382878.500000 Penalty: 944.430237
	Iteration 45Q: 3 clusters Score -1382878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1382875.250000 Penalty: 944.430237
	Iteration 46Q: 3 clusters Score -1382875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1382875.500000 Penalty: 944.430237
	Iteration 47Q: 3 clusters Score -1382876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1382877.125000 Penalty: 944.430237
	Iteration 48Q: 3 clusters Score -1382877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1382877.750000 Penalty: 944.430237
	Iteration 49Q: 3 clusters Score -1382878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1382878.750000 Penalty: 944.430237
	Iteration 50Q: 3 clusters Score -1382879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1382877.875000 Penalty: 944.430237
	Iteration 51Q: 3 clusters Score -1382878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1382874.375000 Penalty: 944.430237
	Iteration 52Q: 3 clusters Score -1382874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1382877.625000 Penalty: 944.430237
	Iteration 53Q: 3 clusters Score -1382878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1382878.375000 Penalty: 944.430237
	Iteration 54Q: 3 clusters Score -1382878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1382880.875000 Penalty: 944.430237
	Iteration 55Q: 3 clusters Score -1382881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1382884.250000 Penalty: 944.430237
	Iteration 56Q: 3 clusters Score -1382884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1382885.500000 Penalty: 944.430237
	Iteration 57Q: 3 clusters Score -1382886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1382888.375000 Penalty: 944.430237
	Iteration 58Q: 3 clusters Score -1382888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1382882.875000 Penalty: 944.430237
	Iteration 59Q: 3 clusters Score -1382883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1382884.625000 Penalty: 944.430237
	Iteration 60F: 3 clusters Score -1382885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1382887.000000 Penalty: 944.430237
	Iteration 61Q: 3 clusters Score -1382887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1382893.375000 Penalty: 944.430237
	Iteration 62Q: 3 clusters Score -1382893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1382897.875000 Penalty: 944.430237
	Iteration 63Q: 3 clusters Score -1382898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1382889.875000 Penalty: 944.430237
	Iteration 64Q: 3 clusters Score -1382890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1382891.000000 Penalty: 944.430237
	Iteration 65Q: 3 clusters Score -1382891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1382894.000000 Penalty: 944.430237
	Iteration 66Q: 3 clusters Score -1382894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1382891.750000 Penalty: 944.430237
	Iteration 67Q: 3 clusters Score -1382892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1382890.875000 Penalty: 944.430237
	Iteration 68Q: 3 clusters Score -1382891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1382889.500000 Penalty: 944.430237
	Iteration 69Q: 3 clusters Score -1382890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1382891.625000 Penalty: 944.430237
	Iteration 70Q: 3 clusters Score -1382892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1382891.625000 Penalty: 944.430237
	Iteration 71Q: 3 clusters Score -1382892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1382890.125000 Penalty: 944.430237
	Iteration 72Q: 3 clusters Score -1382890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1382889.625000 Penalty: 944.430237
	Iteration 73Q: 3 clusters Score -1382890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1382890.375000 Penalty: 944.430237
	Iteration 74Q: 3 clusters Score -1382890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1382890.500000 Penalty: 944.430237
	Iteration 75Q: 3 clusters Score -1382890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1382892.250000 Penalty: 944.430237
	Iteration 76Q: 3 clusters Score -1382892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1382893.000000 Penalty: 944.430237
	Iteration 77Q: 3 clusters Score -1382893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1382893.000000 Penalty: 944.430237
	Iteration 78Q: 3 clusters Score -1382893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1382895.000000 Penalty: 944.430237
	Iteration 79Q: 3 clusters Score -1382895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1382897.875000 Penalty: 944.430237
	Iteration 80F: 3 clusters Score -1382898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1382896.875000 Penalty: 944.430237
	Iteration 81Q: 3 clusters Score -1382897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1382899.250000 Penalty: 944.430237
	Iteration 82Q: 3 clusters Score -1382899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1382897.125000 Penalty: 944.430237
	Iteration 83Q: 3 clusters Score -1382897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1382896.875000 Penalty: 944.430237
	Iteration 84Q: 3 clusters Score -1382897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1382897.250000 Penalty: 944.430237
	Iteration 85Q: 3 clusters Score -1382897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1382896.125000 Penalty: 944.430237
	Iteration 86Q: 3 clusters Score -1382896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1382897.875000 Penalty: 944.430237
	Iteration 87Q: 3 clusters Score -1382898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1382897.875000 Penalty: 944.430237
	Iteration 88Q: 3 clusters Score -1382898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1382896.500000 Penalty: 944.430237
	Iteration 89Q: 3 clusters Score -1382896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1382900.125000 Penalty: 944.430237
	Iteration 90Q: 3 clusters Score -1382900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1382899.750000 Penalty: 944.430237
	Iteration 91Q: 3 clusters Score -1382900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1382901.250000 Penalty: 944.430237
	Iteration 92Q: 3 clusters Score -1382901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1382899.250000 Penalty: 944.430237
	Iteration 93Q: 3 clusters Score -1382899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1382899.500000 Penalty: 944.430237
	Iteration 94Q: 3 clusters Score -1382900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1382898.750000 Penalty: 944.430237
	Iteration 95Q: 3 clusters Score -1382899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1382899.000000 Penalty: 944.430237
	Iteration 96Q: 3 clusters Score -1382899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1382899.375000 Penalty: 944.430237
	Iteration 97Q: 3 clusters Score -1382899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1382899.625000 Penalty: 944.430237
	Iteration 98Q: 3 clusters Score -1382900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1382898.875000 Penalty: 944.430237
	Iteration 99Q: 3 clusters Score -1382899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1382900.125000 Penalty: 944.430237
	Iteration 100F: 3 clusters Score -1382900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1382900.625000 Penalty: 944.430237
	Iteration 101Q: 3 clusters Score -1382901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1382900.625000 Penalty: 944.430237
	Iteration 102F: 3 clusters Score -1382901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -34469.878906 Penalty: 311.921082
	Iteration 0F: 2 clusters Score -34469.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -33773.699219 Penalty: 623.842163
	Iteration 0F: 3 clusters Score -33773.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34093.875000 Penalty: 623.842163
	Iteration 1F: 3 clusters Score -34093.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34187.605469 Penalty: 623.842163
	Iteration 2F: 3 clusters Score -34187.61 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -34267.390625 Penalty: 623.842163
	Iteration 3F: 3 clusters Score -34267.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -34349.976562 Penalty: 623.842163
	Iteration 4F: 3 clusters Score -34349.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -34406.031250 Penalty: 623.842163
	Iteration 5F: 3 clusters Score -34406.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -34438.437500 Penalty: 623.842163
	Iteration 6Q: 3 clusters Score -34438.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -34460.957031 Penalty: 623.842163
	Iteration 7Q: 3 clusters Score -34460.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -34472.300781 Penalty: 623.842163
	Iteration 8Q: 3 clusters Score -34472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -34483.136719 Penalty: 623.842163
	Iteration 9Q: 3 clusters Score -34483.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -34485.128906 Penalty: 623.842163
	Iteration 10Q: 3 clusters Score -34485.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -34485.128906 Penalty: 623.842163
	Iteration 11F: 3 clusters Score -34485.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277973 members 
Mstep: Class 2 contains 32156 members 
Mstep: Class 3 contains 39 members 
Mstep: Class 4 contains 40436 members 
Mstep: Class 5 contains 72108 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 114588 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 147596 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 317320 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49379 members 
Mstep: Class 19 contains 910 members 
Entering Unmasked Estep 
Score: -46942036.000000 Penalty: 12038.316406
Splitting cluster 3 changes total score from -46942492.000000 to -46942036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (40436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Entering Unmasked Estep 
Score: -1639767.375000 Penalty: 482.640137
	Iteration 0F: 2 clusters Score -1639767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1612742.125000 Penalty: 965.280273
	Iteration 0F: 3 clusters Score -1612742 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1624404.375000 Penalty: 965.280273
	Iteration 1F: 3 clusters Score -1624404 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1625000.625000 Penalty: 965.280273
	Iteration 2Q: 3 clusters Score -1625001 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1625645.125000 Penalty: 965.280273
	Iteration 3Q: 3 clusters Score -1625645 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1626348.125000 Penalty: 965.280273
	Iteration 4Q: 3 clusters Score -1626348 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1627040.625000 Penalty: 965.280273
	Iteration 5Q: 3 clusters Score -1627041 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1627707.250000 Penalty: 965.280273
	Iteration 6Q: 3 clusters Score -1627707 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1628310.125000 Penalty: 965.280273
	Iteration 7Q: 3 clusters Score -1628310 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1628911.250000 Penalty: 965.280273
	Iteration 8Q: 3 clusters Score -1628911 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1629601.125000 Penalty: 965.280273
	Iteration 9Q: 3 clusters Score -1629601 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1630477.125000 Penalty: 965.280273
	Iteration 10Q: 3 clusters Score -1630477 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1631461.250000 Penalty: 965.280273
	Iteration 11Q: 3 clusters Score -1631461 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1632386.875000 Penalty: 965.280273
	Iteration 12Q: 3 clusters Score -1632387 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1633159.000000 Penalty: 965.280273
	Iteration 13Q: 3 clusters Score -1633159 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1633632.875000 Penalty: 965.280273
	Iteration 14Q: 3 clusters Score -1633633 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1633916.875000 Penalty: 965.280273
	Iteration 15Q: 3 clusters Score -1633917 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1634129.500000 Penalty: 965.280273
	Iteration 16Q: 3 clusters Score -1634130 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1634309.375000 Penalty: 965.280273
	Iteration 17Q: 3 clusters Score -1634309 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1634457.750000 Penalty: 965.280273
	Iteration 18Q: 3 clusters Score -1634458 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1634587.500000 Penalty: 965.280273
	Iteration 19Q: 3 clusters Score -1634588 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -1634721.875000 Penalty: 965.280273
	Iteration 20F: 3 clusters Score -1634722 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -1634826.875000 Penalty: 965.280273
	Iteration 21Q: 3 clusters Score -1634827 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1634926.000000 Penalty: 965.280273
	Iteration 22Q: 3 clusters Score -1634926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1634985.875000 Penalty: 965.280273
	Iteration 23Q: 3 clusters Score -1634986 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -1635045.375000 Penalty: 965.280273
	Iteration 24Q: 3 clusters Score -1635045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1635092.250000 Penalty: 965.280273
	Iteration 25Q: 3 clusters Score -1635092 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -1635139.750000 Penalty: 965.280273
	Iteration 26Q: 3 clusters Score -1635140 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1635183.375000 Penalty: 965.280273
	Iteration 27Q: 3 clusters Score -1635183 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -1635215.875000 Penalty: 965.280273
	Iteration 28Q: 3 clusters Score -1635216 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1635235.500000 Penalty: 965.280273
	Iteration 29Q: 3 clusters Score -1635236 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1635248.500000 Penalty: 965.280273
	Iteration 30Q: 3 clusters Score -1635248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1635281.125000 Penalty: 965.280273
	Iteration 31Q: 3 clusters Score -1635281 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1635303.250000 Penalty: 965.280273
	Iteration 32Q: 3 clusters Score -1635303 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -1635321.250000 Penalty: 965.280273
	Iteration 33Q: 3 clusters Score -1635321 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -1635339.250000 Penalty: 965.280273
	Iteration 34Q: 3 clusters Score -1635339 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -1635360.000000 Penalty: 965.280273
	Iteration 35Q: 3 clusters Score -1635360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -1635363.750000 Penalty: 965.280273
	Iteration 36Q: 3 clusters Score -1635364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1635380.250000 Penalty: 965.280273
	Iteration 37Q: 3 clusters Score -1635380 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1635383.000000 Penalty: 965.280273
	Iteration 38Q: 3 clusters Score -1635383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -1635400.125000 Penalty: 965.280273
	Iteration 39Q: 3 clusters Score -1635400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1635407.000000 Penalty: 965.280273
	Iteration 40F: 3 clusters Score -1635407 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -1635411.625000 Penalty: 965.280273
	Iteration 41Q: 3 clusters Score -1635412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1635418.625000 Penalty: 965.280273
	Iteration 42Q: 3 clusters Score -1635419 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1635428.000000 Penalty: 965.280273
	Iteration 43Q: 3 clusters Score -1635428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1635435.375000 Penalty: 965.280273
	Iteration 44Q: 3 clusters Score -1635435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1635437.250000 Penalty: 965.280273
	Iteration 45Q: 3 clusters Score -1635437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -1635444.000000 Penalty: 965.280273
	Iteration 46Q: 3 clusters Score -1635444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -1635450.125000 Penalty: 965.280273
	Iteration 47Q: 3 clusters Score -1635450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1635455.000000 Penalty: 965.280273
	Iteration 48Q: 3 clusters Score -1635455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1635454.875000 Penalty: 965.280273
	Iteration 49Q: 3 clusters Score -1635455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -1635459.750000 Penalty: 965.280273
	Iteration 50Q: 3 clusters Score -1635460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1635459.375000 Penalty: 965.280273
	Iteration 51Q: 3 clusters Score -1635459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -1635464.250000 Penalty: 965.280273
	Iteration 52Q: 3 clusters Score -1635464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -1635470.125000 Penalty: 965.280273
	Iteration 53Q: 3 clusters Score -1635470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1635472.250000 Penalty: 965.280273
	Iteration 54Q: 3 clusters Score -1635472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1635474.375000 Penalty: 965.280273
	Iteration 55Q: 3 clusters Score -1635474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1635476.625000 Penalty: 965.280273
	Iteration 56Q: 3 clusters Score -1635477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1635487.625000 Penalty: 965.280273
	Iteration 57Q: 3 clusters Score -1635488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1635496.000000 Penalty: 965.280273
	Iteration 58Q: 3 clusters Score -1635496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1635507.000000 Penalty: 965.280273
	Iteration 59Q: 3 clusters Score -1635507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1635515.000000 Penalty: 965.280273
	Iteration 60F: 3 clusters Score -1635515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1635520.625000 Penalty: 965.280273
	Iteration 61Q: 3 clusters Score -1635521 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1635534.375000 Penalty: 965.280273
	Iteration 62Q: 3 clusters Score -1635534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1635551.750000 Penalty: 965.280273
	Iteration 63Q: 3 clusters Score -1635552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1635565.375000 Penalty: 965.280273
	Iteration 64Q: 3 clusters Score -1635565 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -1635580.250000 Penalty: 965.280273
	Iteration 65Q: 3 clusters Score -1635580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -1635592.625000 Penalty: 965.280273
	Iteration 66Q: 3 clusters Score -1635593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1635606.500000 Penalty: 965.280273
	Iteration 67Q: 3 clusters Score -1635606 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1635620.125000 Penalty: 965.280273
	Iteration 68Q: 3 clusters Score -1635620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1635647.250000 Penalty: 965.280273
	Iteration 69Q: 3 clusters Score -1635647 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1635656.000000 Penalty: 965.280273
	Iteration 70Q: 3 clusters Score -1635656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1635684.625000 Penalty: 965.280273
	Iteration 71Q: 3 clusters Score -1635685 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1635704.750000 Penalty: 965.280273
	Iteration 72Q: 3 clusters Score -1635705 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1635726.500000 Penalty: 965.280273
	Iteration 73Q: 3 clusters Score -1635726 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1635740.250000 Penalty: 965.280273
	Iteration 74Q: 3 clusters Score -1635740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1635763.500000 Penalty: 965.280273
	Iteration 75Q: 3 clusters Score -1635764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1635772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1635788.875000 Penalty: 965.280273
	Iteration 77Q: 3 clusters Score -1635789 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1635812.000000 Penalty: 965.280273
	Iteration 78Q: 3 clusters Score -1635812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1635832.500000 Penalty: 965.280273
	Iteration 79Q: 3 clusters Score -1635832 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1635850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1635877 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1635906.000000 Penalty: 965.280273
	Iteration 82Q: 3 clusters Score -1635906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1635938.250000 Penalty: 965.280273
	Iteration 83Q: 3 clusters Score -1635938 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1635972.625000 Penalty: 965.280273
	Iteration 84Q: 3 clusters Score -1635973 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1635999.625000 Penalty: 965.280273
	Iteration 85Q: 3 clusters Score -1636000 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1636033.500000 Penalty: 965.280273
	Iteration 86Q: 3 clusters Score -1636034 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1636072 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1636121.625000 Penalty: 965.280273
	Iteration 88Q: 3 clusters Score -1636122 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1636188.875000 Penalty: 965.280273
	Iteration 89Q: 3 clusters Score -1636189 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1636257 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1636342.500000 Penalty: 965.280273
	Iteration 91Q: 3 clusters Score -1636342 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1636429 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1636519.625000 Penalty: 965.280273
	Iteration 93Q: 3 clusters Score -1636520 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1636625.000000 Penalty: 965.280273
	Iteration 94Q: 3 clusters Score -1636625 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1636726 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1636838.000000 Penalty: 965.280273
	Iteration 96Q: 3 clusters Score -1636838 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1636940.625000 Penalty: 965.280273
	Iteration 97Q: 3 clusters Score -1636941 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1637056.250000 Penalty: 965.280273
	Iteration 98Q: 3 clusters Score -1637056 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1637158.000000 Penalty: 965.280273
	Iteration 99Q: 3 clusters Score -1637158 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1637274.250000 Penalty: 965.280273
	Iteration 100F: 3 clusters Score -1637274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1637393.125000 Penalty: 965.280273
	Iteration 101Q: 3 clusters Score -1637393 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1637516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1637637 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1637745 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1637883.500000 Penalty: 965.280273
	Iteration 105Q: 3 clusters Score -1637884 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1638026 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1638170 nChanged 473
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1638303.250000 Penalty: 965.280273
	Iteration 108Q: 3 clusters Score -1638303 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1638432.250000 Penalty: 965.280273
	Iteration 109Q: 3 clusters Score -1638432 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1638552 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1638662 nChanged 338
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Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1638760 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1638872 nChanged 300
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Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1638952 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1639034.000000 Penalty: 965.280273
	Iteration 115Q: 3 clusters Score -1639034 nChanged 258
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Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1639086 nChanged 204
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Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1639132 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1639184 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1639227.250000 Penalty: 965.280273
	Iteration 119Q: 3 clusters Score -1639227 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1639273.750000 Penalty: 965.280273
	Iteration 120F: 3 clusters Score -1639274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1639313 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1639358 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1639396.500000 Penalty: 965.280273
	Iteration 123Q: 3 clusters Score -1639396 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1639423 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1639444.250000 Penalty: 965.280273
	Iteration 125Q: 3 clusters Score -1639444 nChanged 107
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Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1639466 nChanged 86
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Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1639487.750000 Penalty: 965.280273
	Iteration 127Q: 3 clusters Score -1639488 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1639502.875000 Penalty: 965.280273
	Iteration 128Q: 3 clusters Score -1639503 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1639519 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1639545 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1639563.000000 Penalty: 965.280273
	Iteration 131Q: 3 clusters Score -1639563 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1639570.625000 Penalty: 965.280273
	Iteration 132Q: 3 clusters Score -1639571 nChanged 51
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Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1639578 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1639589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1639599.000000 Penalty: 965.280273
	Iteration 135Q: 3 clusters Score -1639599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1639604.750000 Penalty: 965.280273
	Iteration 136Q: 3 clusters Score -1639605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1639610.750000 Penalty: 965.280273
	Iteration 137Q: 3 clusters Score -1639611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1639614.250000 Penalty: 965.280273
	Iteration 138Q: 3 clusters Score -1639614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1639619.125000 Penalty: 965.280273
	Iteration 139Q: 3 clusters Score -1639619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1639620.375000 Penalty: 965.280273
	Iteration 140F: 3 clusters Score -1639620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1639628.000000 Penalty: 965.280273
	Iteration 141Q: 3 clusters Score -1639628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1639625.500000 Penalty: 965.280273
	Iteration 142Q: 3 clusters Score -1639626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1639628.625000 Penalty: 965.280273
	Iteration 143Q: 3 clusters Score -1639629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1639633.500000 Penalty: 965.280273
	Iteration 144Q: 3 clusters Score -1639634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1639638.250000 Penalty: 965.280273
	Iteration 145Q: 3 clusters Score -1639638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1639646.500000 Penalty: 965.280273
	Iteration 146Q: 3 clusters Score -1639646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1639651.875000 Penalty: 965.280273
	Iteration 147Q: 3 clusters Score -1639652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1639656.000000 Penalty: 965.280273
	Iteration 148Q: 3 clusters Score -1639656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1639658.375000 Penalty: 965.280273
	Iteration 149Q: 3 clusters Score -1639658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1639658.500000 Penalty: 965.280273
	Iteration 150Q: 3 clusters Score -1639658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1639662.625000 Penalty: 965.280273
	Iteration 151Q: 3 clusters Score -1639663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1639662.250000 Penalty: 965.280273
	Iteration 152Q: 3 clusters Score -1639662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1639664.125000 Penalty: 965.280273
	Iteration 153Q: 3 clusters Score -1639664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1639664.375000 Penalty: 965.280273
	Iteration 154Q: 3 clusters Score -1639664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1639664.750000 Penalty: 965.280273
	Iteration 155Q: 3 clusters Score -1639665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1639665.500000 Penalty: 965.280273
	Iteration 156Q: 3 clusters Score -1639666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1639671.250000 Penalty: 965.280273
	Iteration 157Q: 3 clusters Score -1639671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1639670.500000 Penalty: 965.280273
	Iteration 158Q: 3 clusters Score -1639670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1639673.375000 Penalty: 965.280273
	Iteration 159Q: 3 clusters Score -1639673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1639674.500000 Penalty: 965.280273
	Iteration 160F: 3 clusters Score -1639674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1639675.875000 Penalty: 965.280273
	Iteration 161Q: 3 clusters Score -1639676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1639674.375000 Penalty: 965.280273
	Iteration 162Q: 3 clusters Score -1639674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1639673.500000 Penalty: 965.280273
	Iteration 163Q: 3 clusters Score -1639674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1639673.500000 Penalty: 965.280273
	Iteration 164F: 3 clusters Score -1639674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Entering Unmasked Estep 
Score: -3168896.000000 Penalty: 508.959381
	Iteration 0F: 2 clusters Score -3168896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -3120495.000000 Penalty: 1017.918762
	Iteration 0F: 3 clusters Score -3120495 nChanged 34881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3141315.500000 Penalty: 1017.918762
	Iteration 1F: 3 clusters Score -3141316 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3142260.500000 Penalty: 1017.918762
	Iteration 2Q: 3 clusters Score -3142260 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3143862.500000 Penalty: 1017.918762
	Iteration 3Q: 3 clusters Score -3143862 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3146807.000000 Penalty: 1017.918762
	Iteration 4F: 3 clusters Score -3146807 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3151373.500000 Penalty: 1017.918762
	Iteration 5F: 3 clusters Score -3151374 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3156345.000000 Penalty: 1017.918762
	Iteration 6F: 3 clusters Score -3156345 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3160149.500000 Penalty: 1017.918762
	Iteration 7F: 3 clusters Score -3160150 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3162237.000000 Penalty: 1017.918762
	Iteration 8Q: 3 clusters Score -3162237 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3163267.000000 Penalty: 1017.918762
	Iteration 9Q: 3 clusters Score -3163267 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3163877.000000 Penalty: 1017.918762
	Iteration 10Q: 3 clusters Score -3163877 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3164286.000000 Penalty: 1017.918762
	Iteration 11Q: 3 clusters Score -3164286 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3164651.500000 Penalty: 1017.918762
	Iteration 12Q: 3 clusters Score -3164652 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3164994.000000 Penalty: 1017.918762
	Iteration 13Q: 3 clusters Score -3164994 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3165293.000000 Penalty: 1017.918762
	Iteration 14Q: 3 clusters Score -3165293 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3165633.250000 Penalty: 1017.918762
	Iteration 15Q: 3 clusters Score -3165633 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3165934.750000 Penalty: 1017.918762
	Iteration 16Q: 3 clusters Score -3165935 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3166229.750000 Penalty: 1017.918762
	Iteration 17Q: 3 clusters Score -3166230 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3166530.750000 Penalty: 1017.918762
	Iteration 18Q: 3 clusters Score -3166531 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3166845.750000 Penalty: 1017.918762
	Iteration 19Q: 3 clusters Score -3166846 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3167172.500000 Penalty: 1017.918762
	Iteration 20F: 3 clusters Score -3167172 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3167482.750000 Penalty: 1017.918762
	Iteration 21Q: 3 clusters Score -3167483 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3167773.500000 Penalty: 1017.918762
	Iteration 22Q: 3 clusters Score -3167774 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3168013.750000 Penalty: 1017.918762
	Iteration 23Q: 3 clusters Score -3168014 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3168194.250000 Penalty: 1017.918762
	Iteration 24Q: 3 clusters Score -3168194 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3168289.000000 Penalty: 1017.918762
	Iteration 25Q: 3 clusters Score -3168289 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3168354.000000 Penalty: 1017.918762
	Iteration 26Q: 3 clusters Score -3168354 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3168393.500000 Penalty: 1017.918762
	Iteration 27Q: 3 clusters Score -3168394 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3168404.500000 Penalty: 1017.918762
	Iteration 28Q: 3 clusters Score -3168404 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3168423.750000 Penalty: 1017.918762
	Iteration 29Q: 3 clusters Score -3168424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3168419.250000 Penalty: 1017.918762
	Iteration 30Q: 3 clusters Score -3168419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3168427.500000 Penalty: 1017.918762
	Iteration 31Q: 3 clusters Score -3168428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3168430.500000 Penalty: 1017.918762
	Iteration 32Q: 3 clusters Score -3168430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3168432.750000 Penalty: 1017.918762
	Iteration 33Q: 3 clusters Score -3168433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3168438.750000 Penalty: 1017.918762
	Iteration 34Q: 3 clusters Score -3168439 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3168445.250000 Penalty: 1017.918762
	Iteration 35Q: 3 clusters Score -3168445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3168449.250000 Penalty: 1017.918762
	Iteration 36Q: 3 clusters Score -3168449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3168451.000000 Penalty: 1017.918762
	Iteration 37Q: 3 clusters Score -3168451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3168456.000000 Penalty: 1017.918762
	Iteration 38Q: 3 clusters Score -3168456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3168461.000000 Penalty: 1017.918762
	Iteration 39Q: 3 clusters Score -3168461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3168462.000000 Penalty: 1017.918762
	Iteration 40F: 3 clusters Score -3168462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3168474.500000 Penalty: 1017.918762
	Iteration 41Q: 3 clusters Score -3168474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3168483.250000 Penalty: 1017.918762
	Iteration 42Q: 3 clusters Score -3168483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3168492.500000 Penalty: 1017.918762
	Iteration 43Q: 3 clusters Score -3168492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3168491.250000 Penalty: 1017.918762
	Iteration 44Q: 3 clusters Score -3168491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3168494.500000 Penalty: 1017.918762
	Iteration 45Q: 3 clusters Score -3168494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3168489.250000 Penalty: 1017.918762
	Iteration 46Q: 3 clusters Score -3168489 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3168493.250000 Penalty: 1017.918762
	Iteration 47Q: 3 clusters Score -3168493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3168487.750000 Penalty: 1017.918762
	Iteration 48Q: 3 clusters Score -3168488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3168480.250000 Penalty: 1017.918762
	Iteration 49Q: 3 clusters Score -3168480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3168489.500000 Penalty: 1017.918762
	Iteration 50Q: 3 clusters Score -3168490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3168500.750000 Penalty: 1017.918762
	Iteration 51Q: 3 clusters Score -3168501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3168512.750000 Penalty: 1017.918762
	Iteration 52Q: 3 clusters Score -3168513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3168509.000000 Penalty: 1017.918762
	Iteration 53Q: 3 clusters Score -3168509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3168503.000000 Penalty: 1017.918762
	Iteration 54Q: 3 clusters Score -3168503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3168503.500000 Penalty: 1017.918762
	Iteration 55Q: 3 clusters Score -3168504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3168496.250000 Penalty: 1017.918762
	Iteration 56Q: 3 clusters Score -3168496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3168499.750000 Penalty: 1017.918762
	Iteration 57Q: 3 clusters Score -3168500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3168514.500000 Penalty: 1017.918762
	Iteration 58Q: 3 clusters Score -3168514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3168520.500000 Penalty: 1017.918762
	Iteration 59Q: 3 clusters Score -3168520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3168516.250000 Penalty: 1017.918762
	Iteration 60F: 3 clusters Score -3168516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3168525.250000 Penalty: 1017.918762
	Iteration 61Q: 3 clusters Score -3168525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3168523.000000 Penalty: 1017.918762
	Iteration 62Q: 3 clusters Score -3168523 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3168534.000000 Penalty: 1017.918762
	Iteration 63Q: 3 clusters Score -3168534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3168531.250000 Penalty: 1017.918762
	Iteration 64Q: 3 clusters Score -3168531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3168540.750000 Penalty: 1017.918762
	Iteration 65Q: 3 clusters Score -3168541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3168536.500000 Penalty: 1017.918762
	Iteration 66Q: 3 clusters Score -3168536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3168539.500000 Penalty: 1017.918762
	Iteration 67Q: 3 clusters Score -3168540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3168542.250000 Penalty: 1017.918762
	Iteration 68Q: 3 clusters Score -3168542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3168554.500000 Penalty: 1017.918762
	Iteration 69Q: 3 clusters Score -3168554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3168555.750000 Penalty: 1017.918762
	Iteration 70Q: 3 clusters Score -3168556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3168559.250000 Penalty: 1017.918762
	Iteration 71Q: 3 clusters Score -3168559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3168577.000000 Penalty: 1017.918762
	Iteration 72Q: 3 clusters Score -3168577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3168581.500000 Penalty: 1017.918762
	Iteration 73Q: 3 clusters Score -3168582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3168592.500000 Penalty: 1017.918762
	Iteration 74Q: 3 clusters Score -3168592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3168589.000000 Penalty: 1017.918762
	Iteration 75Q: 3 clusters Score -3168589 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3168593.000000 Penalty: 1017.918762
	Iteration 76Q: 3 clusters Score -3168593 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3168595.500000 Penalty: 1017.918762
	Iteration 77Q: 3 clusters Score -3168596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3168602.000000 Penalty: 1017.918762
	Iteration 78Q: 3 clusters Score -3168602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3168608.000000 Penalty: 1017.918762
	Iteration 79Q: 3 clusters Score -3168608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3168616.000000 Penalty: 1017.918762
	Iteration 80F: 3 clusters Score -3168616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3168624.750000 Penalty: 1017.918762
	Iteration 81Q: 3 clusters Score -3168625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3168627.750000 Penalty: 1017.918762
	Iteration 82Q: 3 clusters Score -3168628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3168639.250000 Penalty: 1017.918762
	Iteration 83Q: 3 clusters Score -3168639 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3168645.000000 Penalty: 1017.918762
	Iteration 84Q: 3 clusters Score -3168645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3168646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3168652.000000 Penalty: 1017.918762
	Iteration 86Q: 3 clusters Score -3168652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3168661.000000 Penalty: 1017.918762
	Iteration 87Q: 3 clusters Score -3168661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3168672.000000 Penalty: 1017.918762
	Iteration 88Q: 3 clusters Score -3168672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3168674.250000 Penalty: 1017.918762
	Iteration 89Q: 3 clusters Score -3168674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3168667.500000 Penalty: 1017.918762
	Iteration 90Q: 3 clusters Score -3168668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3168671.000000 Penalty: 1017.918762
	Iteration 91Q: 3 clusters Score -3168671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3168658.000000 Penalty: 1017.918762
	Iteration 92Q: 3 clusters Score -3168658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3168668.750000 Penalty: 1017.918762
	Iteration 93Q: 3 clusters Score -3168669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3168674.000000 Penalty: 1017.918762
	Iteration 94Q: 3 clusters Score -3168674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3168674.250000 Penalty: 1017.918762
	Iteration 95Q: 3 clusters Score -3168674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3168679.250000 Penalty: 1017.918762
	Iteration 96Q: 3 clusters Score -3168679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3168676.250000 Penalty: 1017.918762
	Iteration 97Q: 3 clusters Score -3168676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3168673.000000 Penalty: 1017.918762
	Iteration 98Q: 3 clusters Score -3168673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3168681.750000 Penalty: 1017.918762
	Iteration 99Q: 3 clusters Score -3168682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3168685.750000 Penalty: 1017.918762
	Iteration 100F: 3 clusters Score -3168686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3168682.750000 Penalty: 1017.918762
	Iteration 101Q: 3 clusters Score -3168683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3168675.250000 Penalty: 1017.918762
	Iteration 102Q: 3 clusters Score -3168675 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3168682.750000 Penalty: 1017.918762
	Iteration 103Q: 3 clusters Score -3168683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3168688.500000 Penalty: 1017.918762
	Iteration 104Q: 3 clusters Score -3168688 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3168694.000000 Penalty: 1017.918762
	Iteration 105Q: 3 clusters Score -3168694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3168703.500000 Penalty: 1017.918762
	Iteration 106Q: 3 clusters Score -3168704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3168721.000000 Penalty: 1017.918762
	Iteration 107Q: 3 clusters Score -3168721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3168729.000000 Penalty: 1017.918762
	Iteration 108Q: 3 clusters Score -3168729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3168725.500000 Penalty: 1017.918762
	Iteration 109Q: 3 clusters Score -3168726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3168729.250000 Penalty: 1017.918762
	Iteration 110Q: 3 clusters Score -3168729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3168732.250000 Penalty: 1017.918762
	Iteration 111Q: 3 clusters Score -3168732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3168734.000000 Penalty: 1017.918762
	Iteration 112Q: 3 clusters Score -3168734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3168745.750000 Penalty: 1017.918762
	Iteration 113Q: 3 clusters Score -3168746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3168752.750000 Penalty: 1017.918762
	Iteration 114Q: 3 clusters Score -3168753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3168767.750000 Penalty: 1017.918762
	Iteration 115Q: 3 clusters Score -3168768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3168759.250000 Penalty: 1017.918762
	Iteration 116Q: 3 clusters Score -3168759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3168767.500000 Penalty: 1017.918762
	Iteration 117Q: 3 clusters Score -3168768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3168765.000000 Penalty: 1017.918762
	Iteration 118Q: 3 clusters Score -3168765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3168780.750000 Penalty: 1017.918762
	Iteration 119Q: 3 clusters Score -3168781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3168776.000000 Penalty: 1017.918762
	Iteration 120F: 3 clusters Score -3168776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3168770.250000 Penalty: 1017.918762
	Iteration 121Q: 3 clusters Score -3168770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3168779.250000 Penalty: 1017.918762
	Iteration 122Q: 3 clusters Score -3168779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3168780.750000 Penalty: 1017.918762
	Iteration 123Q: 3 clusters Score -3168781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3168778.750000 Penalty: 1017.918762
	Iteration 124Q: 3 clusters Score -3168779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3168787.000000 Penalty: 1017.918762
	Iteration 125Q: 3 clusters Score -3168787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3168788.750000 Penalty: 1017.918762
	Iteration 126Q: 3 clusters Score -3168789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3168791.500000 Penalty: 1017.918762
	Iteration 127Q: 3 clusters Score -3168792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3168801.750000 Penalty: 1017.918762
	Iteration 128Q: 3 clusters Score -3168802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3168805.250000 Penalty: 1017.918762
	Iteration 129Q: 3 clusters Score -3168805 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3168803.000000 Penalty: 1017.918762
	Iteration 130Q: 3 clusters Score -3168803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3168809.500000 Penalty: 1017.918762
	Iteration 131Q: 3 clusters Score -3168810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3168824.000000 Penalty: 1017.918762
	Iteration 132Q: 3 clusters Score -3168824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3168829.500000 Penalty: 1017.918762
	Iteration 133Q: 3 clusters Score -3168830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -3168839.750000 Penalty: 1017.918762
	Iteration 134Q: 3 clusters Score -3168840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3168842.500000 Penalty: 1017.918762
	Iteration 135Q: 3 clusters Score -3168842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3168842.500000 Penalty: 1017.918762
	Iteration 136Q: 3 clusters Score -3168842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -3168842.750000 Penalty: 1017.918762
	Iteration 137Q: 3 clusters Score -3168843 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3168841.000000 Penalty: 1017.918762
	Iteration 138Q: 3 clusters Score -3168841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3168844.500000 Penalty: 1017.918762
	Iteration 139Q: 3 clusters Score -3168844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3168856.250000 Penalty: 1017.918762
	Iteration 140F: 3 clusters Score -3168856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3168856.750000 Penalty: 1017.918762
	Iteration 141Q: 3 clusters Score -3168857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3168864.250000 Penalty: 1017.918762
	Iteration 142Q: 3 clusters Score -3168864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3168870.250000 Penalty: 1017.918762
	Iteration 143Q: 3 clusters Score -3168870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -3168867.750000 Penalty: 1017.918762
	Iteration 144Q: 3 clusters Score -3168868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3168871.250000 Penalty: 1017.918762
	Iteration 145Q: 3 clusters Score -3168871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3168876.000000 Penalty: 1017.918762
	Iteration 146Q: 3 clusters Score -3168876 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3168876.750000 Penalty: 1017.918762
	Iteration 147Q: 3 clusters Score -3168877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3168878.500000 Penalty: 1017.918762
	Iteration 148Q: 3 clusters Score -3168878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3168867.750000 Penalty: 1017.918762
	Iteration 149Q: 3 clusters Score -3168868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3168865.250000 Penalty: 1017.918762
	Iteration 150Q: 3 clusters Score -3168865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3168871.250000 Penalty: 1017.918762
	Iteration 151Q: 3 clusters Score -3168871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -3168871.250000 Penalty: 1017.918762
	Iteration 152Q: 3 clusters Score -3168871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3168874.500000 Penalty: 1017.918762
	Iteration 153Q: 3 clusters Score -3168874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3168877.750000 Penalty: 1017.918762
	Iteration 154Q: 3 clusters Score -3168878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3168882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3168884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3168893.000000 Penalty: 1017.918762
	Iteration 157Q: 3 clusters Score -3168893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3168885.250000 Penalty: 1017.918762
	Iteration 158Q: 3 clusters Score -3168885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3168883 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3168883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3168885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3168888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3168890.750000 Penalty: 1017.918762
	Iteration 163Q: 3 clusters Score -3168891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3168885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3168890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3168894.500000 Penalty: 1017.918762
	Iteration 166Q: 3 clusters Score -3168894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3168896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3168904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -3168910.500000 Penalty: 1017.918762
	Iteration 169Q: 3 clusters Score -3168910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3168909.250000 Penalty: 1017.918762
	Iteration 170Q: 3 clusters Score -3168909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3168911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3168908.000000 Penalty: 1017.918762
	Iteration 172Q: 3 clusters Score -3168908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3168912.750000 Penalty: 1017.918762
	Iteration 173Q: 3 clusters Score -3168913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3168909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3168909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3168909 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3168909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3168908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3168909 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3168909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3168906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3168906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3168902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3168900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3168912.000000 Penalty: 1017.918762
	Iteration 185Q: 3 clusters Score -3168912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3168908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3168912.500000 Penalty: 1017.918762
	Iteration 187Q: 3 clusters Score -3168912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3168913.000000 Penalty: 1017.918762
	Iteration 188Q: 3 clusters Score -3168913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3168908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3168914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -3168916.750000 Penalty: 1017.918762
	Iteration 191Q: 3 clusters Score -3168917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3168922.250000 Penalty: 1017.918762
	Iteration 192Q: 3 clusters Score -3168922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -3168921.750000 Penalty: 1017.918762
	Iteration 193Q: 3 clusters Score -3168922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -3168923.250000 Penalty: 1017.918762
	Iteration 194Q: 3 clusters Score -3168923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -3168914.500000 Penalty: 1017.918762
	Iteration 195Q: 3 clusters Score -3168914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3168913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3168917.000000 Penalty: 1017.918762
	Iteration 197Q: 3 clusters Score -3168917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3168919.250000 Penalty: 1017.918762
	Iteration 198Q: 3 clusters Score -3168919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3168916.750000 Penalty: 1017.918762
	Iteration 199Q: 3 clusters Score -3168917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -3168917.500000 Penalty: 1017.918762
	Iteration 200F: 3 clusters Score -3168918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3168912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3168916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3168912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3168912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -3168919.000000 Penalty: 1017.918762
	Iteration 205Q: 3 clusters Score -3168919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3168922.500000 Penalty: 1017.918762
	Iteration 206Q: 3 clusters Score -3168922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3168926.500000 Penalty: 1017.918762
	Iteration 207Q: 3 clusters Score -3168926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3168928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3168938.500000 Penalty: 1017.918762
	Iteration 209Q: 3 clusters Score -3168938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -3168943.250000 Penalty: 1017.918762
	Iteration 210Q: 3 clusters Score -3168943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3168939.000000 Penalty: 1017.918762
	Iteration 211Q: 3 clusters Score -3168939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3168940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3168947.000000 Penalty: 1017.918762
	Iteration 213Q: 3 clusters Score -3168947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3168949.000000 Penalty: 1017.918762
	Iteration 214Q: 3 clusters Score -3168949 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3168946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3168945.500000 Penalty: 1017.918762
	Iteration 216Q: 3 clusters Score -3168946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3168944.000000 Penalty: 1017.918762
	Iteration 217Q: 3 clusters Score -3168944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3168944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3168940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -3168942.500000 Penalty: 1017.918762
	Iteration 220F: 3 clusters Score -3168942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3168946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -3168948.750000 Penalty: 1017.918762
	Iteration 222Q: 3 clusters Score -3168949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3168938.000000 Penalty: 1017.918762
	Iteration 223Q: 3 clusters Score -3168938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
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Entering Unmasked Estep 
Score: -3168935.500000 Penalty: 1017.918762
	Iteration 224Q: 3 clusters Score -3168936 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3168938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3168936 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3168940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3168943.000000 Penalty: 1017.918762
	Iteration 228Q: 3 clusters Score -3168943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3168944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3168950.250000 Penalty: 1017.918762
	Iteration 230Q: 3 clusters Score -3168950 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3168947.500000 Penalty: 1017.918762
	Iteration 231Q: 3 clusters Score -3168948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3168946 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3168946 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3168947 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -3168945 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35060 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -3168944 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35036 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -3168948 nChanged 29
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Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -3168949 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -3168941.750000 Penalty: 1017.918762
	Iteration 239Q: 3 clusters Score -3168942 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3168945 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3168946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3168945 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -3168946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -3168940.500000 Penalty: 1017.918762
	Iteration 244Q: 3 clusters Score -3168940 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3168940 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -3168944 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3168947.000000 Penalty: 1017.918762
	Iteration 247Q: 3 clusters Score -3168947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3168947.250000 Penalty: 1017.918762
	Iteration 248Q: 3 clusters Score -3168947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -3168951.250000 Penalty: 1017.918762
	Iteration 249Q: 3 clusters Score -3168951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -3168953.750000 Penalty: 1017.918762
	Iteration 250Q: 3 clusters Score -3168954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -3168953.750000 Penalty: 1017.918762
	Iteration 251Q: 3 clusters Score -3168954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3168952.250000 Penalty: 1017.918762
	Iteration 252Q: 3 clusters Score -3168952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -3168953.000000 Penalty: 1017.918762
	Iteration 253Q: 3 clusters Score -3168953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -3168952.500000 Penalty: 1017.918762
	Iteration 254Q: 3 clusters Score -3168952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3168945.500000 Penalty: 1017.918762
	Iteration 255Q: 3 clusters Score -3168946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -3168944.750000 Penalty: 1017.918762
	Iteration 256Q: 3 clusters Score -3168945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -3168941.500000 Penalty: 1017.918762
	Iteration 257Q: 3 clusters Score -3168942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3168946.750000 Penalty: 1017.918762
	Iteration 258Q: 3 clusters Score -3168947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -3168948.750000 Penalty: 1017.918762
	Iteration 259Q: 3 clusters Score -3168949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3168948.750000 Penalty: 1017.918762
	Iteration 260F: 3 clusters Score -3168949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3168942.750000 Penalty: 1017.918762
	Iteration 261Q: 3 clusters Score -3168943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3168945.500000 Penalty: 1017.918762
	Iteration 262Q: 3 clusters Score -3168946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -3168946.750000 Penalty: 1017.918762
	Iteration 263Q: 3 clusters Score -3168947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3168950.500000 Penalty: 1017.918762
	Iteration 264Q: 3 clusters Score -3168950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -3168958.000000 Penalty: 1017.918762
	Iteration 265Q: 3 clusters Score -3168958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3168960.750000 Penalty: 1017.918762
	Iteration 266Q: 3 clusters Score -3168961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3168962.750000 Penalty: 1017.918762
	Iteration 267Q: 3 clusters Score -3168963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -3168963.000000 Penalty: 1017.918762
	Iteration 268Q: 3 clusters Score -3168963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3168959.000000 Penalty: 1017.918762
	Iteration 269Q: 3 clusters Score -3168959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3168963.750000 Penalty: 1017.918762
	Iteration 270Q: 3 clusters Score -3168964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -3168965.000000 Penalty: 1017.918762
	Iteration 271Q: 3 clusters Score -3168965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3168962.000000 Penalty: 1017.918762
	Iteration 272Q: 3 clusters Score -3168962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -3168969.500000 Penalty: 1017.918762
	Iteration 273Q: 3 clusters Score -3168970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3168969.250000 Penalty: 1017.918762
	Iteration 274Q: 3 clusters Score -3168969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3168969.000000 Penalty: 1017.918762
	Iteration 275Q: 3 clusters Score -3168969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -3168969.750000 Penalty: 1017.918762
	Iteration 276Q: 3 clusters Score -3168970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -3168969.750000 Penalty: 1017.918762
	Iteration 277Q: 3 clusters Score -3168970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -3168968.000000 Penalty: 1017.918762
	Iteration 278Q: 3 clusters Score -3168968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3168968.500000 Penalty: 1017.918762
	Iteration 279Q: 3 clusters Score -3168968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3168967.500000 Penalty: 1017.918762
	Iteration 280F: 3 clusters Score -3168968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -3168971.000000 Penalty: 1017.918762
	Iteration 281Q: 3 clusters Score -3168971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -3168971.250000 Penalty: 1017.918762
	Iteration 282Q: 3 clusters Score -3168971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -3168972.250000 Penalty: 1017.918762
	Iteration 283Q: 3 clusters Score -3168972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -3168975.500000 Penalty: 1017.918762
	Iteration 284Q: 3 clusters Score -3168976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3168977.250000 Penalty: 1017.918762
	Iteration 285Q: 3 clusters Score -3168977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -3168970.250000 Penalty: 1017.918762
	Iteration 286Q: 3 clusters Score -3168970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -3168966.250000 Penalty: 1017.918762
	Iteration 287Q: 3 clusters Score -3168966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -3168964.250000 Penalty: 1017.918762
	Iteration 288Q: 3 clusters Score -3168964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -3168966.250000 Penalty: 1017.918762
	Iteration 289Q: 3 clusters Score -3168966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3168966.000000 Penalty: 1017.918762
	Iteration 290Q: 3 clusters Score -3168966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -3168964.500000 Penalty: 1017.918762
	Iteration 291Q: 3 clusters Score -3168964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -3168963.750000 Penalty: 1017.918762
	Iteration 292Q: 3 clusters Score -3168964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -3168966.750000 Penalty: 1017.918762
	Iteration 293Q: 3 clusters Score -3168967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -3168966.000000 Penalty: 1017.918762
	Iteration 294Q: 3 clusters Score -3168966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3168962.250000 Penalty: 1017.918762
	Iteration 295Q: 3 clusters Score -3168962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -3168963.500000 Penalty: 1017.918762
	Iteration 296Q: 3 clusters Score -3168964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3168965.000000 Penalty: 1017.918762
	Iteration 297Q: 3 clusters Score -3168965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -3168968.250000 Penalty: 1017.918762
	Iteration 298Q: 3 clusters Score -3168968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -3168968.250000 Penalty: 1017.918762
	Iteration 299Q: 3 clusters Score -3168968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -3168965.750000 Penalty: 1017.918762
	Iteration 300F: 3 clusters Score -3168966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3168964.500000 Penalty: 1017.918762
	Iteration 301Q: 3 clusters Score -3168964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3168964.500000 Penalty: 1017.918762
	Iteration 302F: 3 clusters Score -3168964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277973 members 
Mstep: Class 2 contains 32156 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40436 members 
Mstep: Class 5 contains 34156 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 114588 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 147596 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 317320 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49379 members 
Mstep: Class 19 contains 37952 members 
Entering Unmasked Estep 
Score: -46942532.000000 Penalty: 12038.316406
Splitting cluster 5 changes total score from -46942492.000000 to -46942532.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (8653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Entering Unmasked Estep 
Score: -376180.031250 Penalty: 412.487610
	Iteration 0F: 2 clusters Score -376180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -370410.562500 Penalty: 824.975220
	Iteration 0F: 3 clusters Score -370410.6 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -373060.187500 Penalty: 824.975220
	Iteration 1F: 3 clusters Score -373060.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -373671.843750 Penalty: 824.975220
	Iteration 2F: 3 clusters Score -373671.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -374405.812500 Penalty: 824.975220
	Iteration 3F: 3 clusters Score -374405.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -374991.000000 Penalty: 824.975220
	Iteration 4F: 3 clusters Score -374991 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -375263.218750 Penalty: 824.975220
	Iteration 5F: 3 clusters Score -375263.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -375328.781250 Penalty: 824.975220
	Iteration 6Q: 3 clusters Score -375328.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -375353.343750 Penalty: 824.975220
	Iteration 7Q: 3 clusters Score -375353.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -375371.500000 Penalty: 824.975220
	Iteration 8Q: 3 clusters Score -375371.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -375380.843750 Penalty: 824.975220
	Iteration 9Q: 3 clusters Score -375380.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -375387.906250 Penalty: 824.975220
	Iteration 10Q: 3 clusters Score -375387.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -375391.406250 Penalty: 824.975220
	Iteration 11Q: 3 clusters Score -375391.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -375395.250000 Penalty: 824.975220
	Iteration 12Q: 3 clusters Score -375395.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -375400.593750 Penalty: 824.975220
	Iteration 13Q: 3 clusters Score -375400.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -375407.562500 Penalty: 824.975220
	Iteration 14Q: 3 clusters Score -375407.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -375415.906250 Penalty: 824.975220
	Iteration 15Q: 3 clusters Score -375415.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -375426.968750 Penalty: 824.975220
	Iteration 16Q: 3 clusters Score -375427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -375436.781250 Penalty: 824.975220
	Iteration 17Q: 3 clusters Score -375436.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -375449.781250 Penalty: 824.975220
	Iteration 18Q: 3 clusters Score -375449.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -375459.093750 Penalty: 824.975220
	Iteration 19Q: 3 clusters Score -375459.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -375468.718750 Penalty: 824.975220
	Iteration 20F: 3 clusters Score -375468.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -375474.000000 Penalty: 824.975220
	Iteration 21Q: 3 clusters Score -375474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -375477.281250 Penalty: 824.975220
	Iteration 22Q: 3 clusters Score -375477.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -375479.531250 Penalty: 824.975220
	Iteration 23Q: 3 clusters Score -375479.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -375481.312500 Penalty: 824.975220
	Iteration 24Q: 3 clusters Score -375481.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -375482.968750 Penalty: 824.975220
	Iteration 25Q: 3 clusters Score -375483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -375485.187500 Penalty: 824.975220
	Iteration 26Q: 3 clusters Score -375485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -375486.062500 Penalty: 824.975220
	Iteration 27Q: 3 clusters Score -375486.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -375488.750000 Penalty: 824.975220
	Iteration 28Q: 3 clusters Score -375488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -375491.968750 Penalty: 824.975220
	Iteration 29Q: 3 clusters Score -375492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -375497.812500 Penalty: 824.975220
	Iteration 30Q: 3 clusters Score -375497.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -375503.093750 Penalty: 824.975220
	Iteration 31Q: 3 clusters Score -375503.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -375510.843750 Penalty: 824.975220
	Iteration 32Q: 3 clusters Score -375510.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -375523.000000 Penalty: 824.975220
	Iteration 33Q: 3 clusters Score -375523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -375540.906250 Penalty: 824.975220
	Iteration 34Q: 3 clusters Score -375540.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -375564.781250 Penalty: 824.975220
	Iteration 35Q: 3 clusters Score -375564.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -375605.062500 Penalty: 824.975220
	Iteration 36Q: 3 clusters Score -375605.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -375659.781250 Penalty: 824.975220
	Iteration 37Q: 3 clusters Score -375659.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -375711.718750 Penalty: 824.975220
	Iteration 38Q: 3 clusters Score -375711.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -375756.343750 Penalty: 824.975220
	Iteration 39Q: 3 clusters Score -375756.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -375796.625000 Penalty: 824.975220
	Iteration 40F: 3 clusters Score -375796.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -375832.375000 Penalty: 824.975220
	Iteration 41Q: 3 clusters Score -375832.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -375859.093750 Penalty: 824.975220
	Iteration 42Q: 3 clusters Score -375859.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -375878.656250 Penalty: 824.975220
	Iteration 43Q: 3 clusters Score -375878.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -375889.312500 Penalty: 824.975220
	Iteration 44Q: 3 clusters Score -375889.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -375899.375000 Penalty: 824.975220
	Iteration 45Q: 3 clusters Score -375899.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -375909.156250 Penalty: 824.975220
	Iteration 46Q: 3 clusters Score -375909.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -375916.500000 Penalty: 824.975220
	Iteration 47Q: 3 clusters Score -375916.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -375922.437500 Penalty: 824.975220
	Iteration 48Q: 3 clusters Score -375922.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -375926.312500 Penalty: 824.975220
	Iteration 49Q: 3 clusters Score -375926.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -375928.593750 Penalty: 824.975220
	Iteration 50Q: 3 clusters Score -375928.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -375931.562500 Penalty: 824.975220
	Iteration 51Q: 3 clusters Score -375931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -375933.125000 Penalty: 824.975220
	Iteration 52Q: 3 clusters Score -375933.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -375937.187500 Penalty: 824.975220
	Iteration 53Q: 3 clusters Score -375937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -375939.718750 Penalty: 824.975220
	Iteration 54Q: 3 clusters Score -375939.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -375943.093750 Penalty: 824.975220
	Iteration 55Q: 3 clusters Score -375943.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -375946.750000 Penalty: 824.975220
	Iteration 56Q: 3 clusters Score -375946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -375949.750000 Penalty: 824.975220
	Iteration 57Q: 3 clusters Score -375949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -375951.281250 Penalty: 824.975220
	Iteration 58Q: 3 clusters Score -375951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -375952.343750 Penalty: 824.975220
	Iteration 59Q: 3 clusters Score -375952.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -375956.156250 Penalty: 824.975220
	Iteration 60F: 3 clusters Score -375956.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -375959.093750 Penalty: 824.975220
	Iteration 61Q: 3 clusters Score -375959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -375959.750000 Penalty: 824.975220
	Iteration 62Q: 3 clusters Score -375959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -375961.718750 Penalty: 824.975220
	Iteration 63Q: 3 clusters Score -375961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -375963.968750 Penalty: 824.975220
	Iteration 64Q: 3 clusters Score -375964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -375964.093750 Penalty: 824.975220
	Iteration 65Q: 3 clusters Score -375964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -375966.156250 Penalty: 824.975220
	Iteration 66Q: 3 clusters Score -375966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -375966.156250 Penalty: 824.975220
	Iteration 67Q: 3 clusters Score -375966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -375967.062500 Penalty: 824.975220
	Iteration 68Q: 3 clusters Score -375967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -375968.343750 Penalty: 824.975220
	Iteration 69Q: 3 clusters Score -375968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -375968.343750 Penalty: 824.975220
	Iteration 70Q: 3 clusters Score -375968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -375968.531250 Penalty: 824.975220
	Iteration 71Q: 3 clusters Score -375968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -375968.906250 Penalty: 824.975220
	Iteration 72Q: 3 clusters Score -375968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -375969.375000 Penalty: 824.975220
	Iteration 73Q: 3 clusters Score -375969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -375969.562500 Penalty: 824.975220
	Iteration 74Q: 3 clusters Score -375969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -375969.562500 Penalty: 824.975220
	Iteration 75Q: 3 clusters Score -375969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -375970.218750 Penalty: 824.975220
	Iteration 76Q: 3 clusters Score -375970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -375970.281250 Penalty: 824.975220
	Iteration 77Q: 3 clusters Score -375970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -375970.000000 Penalty: 824.975220
	Iteration 78Q: 3 clusters Score -375970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -375971.312500 Penalty: 824.975220
	Iteration 79Q: 3 clusters Score -375971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -375971.968750 Penalty: 824.975220
	Iteration 80F: 3 clusters Score -375972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -375971.500000 Penalty: 824.975220
	Iteration 81Q: 3 clusters Score -375971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -375971.906250 Penalty: 824.975220
	Iteration 82Q: 3 clusters Score -375971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -375972.125000 Penalty: 824.975220
	Iteration 83Q: 3 clusters Score -375972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -375971.875000 Penalty: 824.975220
	Iteration 84Q: 3 clusters Score -375971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -375973.000000 Penalty: 824.975220
	Iteration 85Q: 3 clusters Score -375973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -375972.750000 Penalty: 824.975220
	Iteration 86Q: 3 clusters Score -375972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -375973.500000 Penalty: 824.975220
	Iteration 87Q: 3 clusters Score -375973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -375974.312500 Penalty: 824.975220
	Iteration 88Q: 3 clusters Score -375974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -375974.000000 Penalty: 824.975220
	Iteration 89Q: 3 clusters Score -375974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -375974.687500 Penalty: 824.975220
	Iteration 90Q: 3 clusters Score -375974.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -375976.218750 Penalty: 824.975220
	Iteration 91Q: 3 clusters Score -375976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -375976.531250 Penalty: 824.975220
	Iteration 92Q: 3 clusters Score -375976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -375977.937500 Penalty: 824.975220
	Iteration 93Q: 3 clusters Score -375977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -375977.187500 Penalty: 824.975220
	Iteration 94Q: 3 clusters Score -375977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -375977.875000 Penalty: 824.975220
	Iteration 95Q: 3 clusters Score -375977.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -375978.937500 Penalty: 824.975220
	Iteration 96Q: 3 clusters Score -375978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -375980.843750 Penalty: 824.975220
	Iteration 97Q: 3 clusters Score -375980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -375980.625000 Penalty: 824.975220
	Iteration 98Q: 3 clusters Score -375980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -375982.218750 Penalty: 824.975220
	Iteration 99Q: 3 clusters Score -375982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -375983.218750 Penalty: 824.975220
	Iteration 100F: 3 clusters Score -375983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -375982.125000 Penalty: 824.975220
	Iteration 101Q: 3 clusters Score -375982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -375982.656250 Penalty: 824.975220
	Iteration 102Q: 3 clusters Score -375982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -375982.843750 Penalty: 824.975220
	Iteration 103Q: 3 clusters Score -375982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -375983.312500 Penalty: 824.975220
	Iteration 104Q: 3 clusters Score -375983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -375983.750000 Penalty: 824.975220
	Iteration 105Q: 3 clusters Score -375983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -375984.531250 Penalty: 824.975220
	Iteration 106Q: 3 clusters Score -375984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -375984.250000 Penalty: 824.975220
	Iteration 107Q: 3 clusters Score -375984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -375984.250000 Penalty: 824.975220
	Iteration 108F: 3 clusters Score -375984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Entering Unmasked Estep 
Score: -686492.312500 Penalty: 439.886200
	Iteration 0F: 2 clusters Score -686492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -676094.562500 Penalty: 879.772400
	Iteration 0F: 3 clusters Score -676094.6 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -680617.437500 Penalty: 879.772400
	Iteration 1F: 3 clusters Score -680617.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -681002.250000 Penalty: 879.772400
	Iteration 2F: 3 clusters Score -681002.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -681528.312500 Penalty: 879.772400
	Iteration 3F: 3 clusters Score -681528.3 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -682236.562500 Penalty: 879.772400
	Iteration 4F: 3 clusters Score -682236.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -683063.500000 Penalty: 879.772400
	Iteration 5F: 3 clusters Score -683063.5 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -683823.187500 Penalty: 879.772400
	Iteration 6F: 3 clusters Score -683823.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -684449.875000 Penalty: 879.772400
	Iteration 7Q: 3 clusters Score -684449.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -684924.375000 Penalty: 879.772400
	Iteration 8Q: 3 clusters Score -684924.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -685328.062500 Penalty: 879.772400
	Iteration 9Q: 3 clusters Score -685328.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -685588.875000 Penalty: 879.772400
	Iteration 10Q: 3 clusters Score -685588.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -685778.375000 Penalty: 879.772400
	Iteration 11Q: 3 clusters Score -685778.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -685893.937500 Penalty: 879.772400
	Iteration 12Q: 3 clusters Score -685893.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -685970.500000 Penalty: 879.772400
	Iteration 13Q: 3 clusters Score -685970.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -686032.562500 Penalty: 879.772400
	Iteration 14Q: 3 clusters Score -686032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -686064.812500 Penalty: 879.772400
	Iteration 15Q: 3 clusters Score -686064.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -686084.062500 Penalty: 879.772400
	Iteration 16Q: 3 clusters Score -686084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -686086.750000 Penalty: 879.772400
	Iteration 17Q: 3 clusters Score -686086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -686091.625000 Penalty: 879.772400
	Iteration 18Q: 3 clusters Score -686091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -686096.062500 Penalty: 879.772400
	Iteration 19Q: 3 clusters Score -686096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -686102.625000 Penalty: 879.772400
	Iteration 20F: 3 clusters Score -686102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -686105.062500 Penalty: 879.772400
	Iteration 21Q: 3 clusters Score -686105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -686106.437500 Penalty: 879.772400
	Iteration 22Q: 3 clusters Score -686106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -686106.250000 Penalty: 879.772400
	Iteration 23Q: 3 clusters Score -686106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -686107.500000 Penalty: 879.772400
	Iteration 24Q: 3 clusters Score -686107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -686107.500000 Penalty: 879.772400
	Iteration 25F: 3 clusters Score -686107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -200692.718750 Penalty: 385.427765
	Iteration 0F: 2 clusters Score -200692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -197470.750000 Penalty: 770.855530
	Iteration 0F: 3 clusters Score -197470.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -198677.656250 Penalty: 770.855530
	Iteration 1F: 3 clusters Score -198677.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -198779.203125 Penalty: 770.855530
	Iteration 2F: 3 clusters Score -198779.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -198890.203125 Penalty: 770.855530
	Iteration 3F: 3 clusters Score -198890.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -198981.656250 Penalty: 770.855530
	Iteration 4Q: 3 clusters Score -198981.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -199102.671875 Penalty: 770.855530
	Iteration 5Q: 3 clusters Score -199102.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -199252.250000 Penalty: 770.855530
	Iteration 6Q: 3 clusters Score -199252.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -199445.953125 Penalty: 770.855530
	Iteration 7F: 3 clusters Score -199446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -199675.609375 Penalty: 770.855530
	Iteration 8Q: 3 clusters Score -199675.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -199880.703125 Penalty: 770.855530
	Iteration 9Q: 3 clusters Score -199880.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -200004.359375 Penalty: 770.855530
	Iteration 10Q: 3 clusters Score -200004.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -200062.890625 Penalty: 770.855530
	Iteration 11Q: 3 clusters Score -200062.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -200101.312500 Penalty: 770.855530
	Iteration 12Q: 3 clusters Score -200101.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -200127.593750 Penalty: 770.855530
	Iteration 13Q: 3 clusters Score -200127.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -200140.984375 Penalty: 770.855530
	Iteration 14Q: 3 clusters Score -200141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -200149.203125 Penalty: 770.855530
	Iteration 15Q: 3 clusters Score -200149.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -200155.562500 Penalty: 770.855530
	Iteration 16Q: 3 clusters Score -200155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -200159.828125 Penalty: 770.855530
	Iteration 17Q: 3 clusters Score -200159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -200166.062500 Penalty: 770.855530
	Iteration 18Q: 3 clusters Score -200166.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -200170.296875 Penalty: 770.855530
	Iteration 19Q: 3 clusters Score -200170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -200174.578125 Penalty: 770.855530
	Iteration 20F: 3 clusters Score -200174.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -200178.203125 Penalty: 770.855530
	Iteration 21Q: 3 clusters Score -200178.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -200179.437500 Penalty: 770.855530
	Iteration 22Q: 3 clusters Score -200179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -200181.328125 Penalty: 770.855530
	Iteration 23Q: 3 clusters Score -200181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -200182.437500 Penalty: 770.855530
	Iteration 24Q: 3 clusters Score -200182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -200183.718750 Penalty: 770.855530
	Iteration 25Q: 3 clusters Score -200183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -200184.484375 Penalty: 770.855530
	Iteration 26Q: 3 clusters Score -200184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -200186.328125 Penalty: 770.855530
	Iteration 27Q: 3 clusters Score -200186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -200188.390625 Penalty: 770.855530
	Iteration 28Q: 3 clusters Score -200188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -200189.968750 Penalty: 770.855530
	Iteration 29Q: 3 clusters Score -200190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -200192.390625 Penalty: 770.855530
	Iteration 30Q: 3 clusters Score -200192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -200195.359375 Penalty: 770.855530
	Iteration 31Q: 3 clusters Score -200195.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -200197.953125 Penalty: 770.855530
	Iteration 32Q: 3 clusters Score -200198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -200202.453125 Penalty: 770.855530
	Iteration 33Q: 3 clusters Score -200202.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -200207.765625 Penalty: 770.855530
	Iteration 34Q: 3 clusters Score -200207.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -200213.109375 Penalty: 770.855530
	Iteration 35Q: 3 clusters Score -200213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -200216.437500 Penalty: 770.855530
	Iteration 36Q: 3 clusters Score -200216.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -200223.046875 Penalty: 770.855530
	Iteration 37Q: 3 clusters Score -200223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -200230.031250 Penalty: 770.855530
	Iteration 38Q: 3 clusters Score -200230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -200237.796875 Penalty: 770.855530
	Iteration 39Q: 3 clusters Score -200237.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -200243.781250 Penalty: 770.855530
	Iteration 40F: 3 clusters Score -200243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -200253.812500 Penalty: 770.855530
	Iteration 41Q: 3 clusters Score -200253.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -200263.875000 Penalty: 770.855530
	Iteration 42Q: 3 clusters Score -200263.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -200272.171875 Penalty: 770.855530
	Iteration 43Q: 3 clusters Score -200272.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -200278.000000 Penalty: 770.855530
	Iteration 44Q: 3 clusters Score -200278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -200283.265625 Penalty: 770.855530
	Iteration 45Q: 3 clusters Score -200283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -200288.140625 Penalty: 770.855530
	Iteration 46Q: 3 clusters Score -200288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -200296.171875 Penalty: 770.855530
	Iteration 47Q: 3 clusters Score -200296.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -200302.390625 Penalty: 770.855530
	Iteration 48Q: 3 clusters Score -200302.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -200306.296875 Penalty: 770.855530
	Iteration 49Q: 3 clusters Score -200306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -200310.531250 Penalty: 770.855530
	Iteration 50Q: 3 clusters Score -200310.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -200316.578125 Penalty: 770.855530
	Iteration 51Q: 3 clusters Score -200316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -200319.593750 Penalty: 770.855530
	Iteration 52Q: 3 clusters Score -200319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -200320.437500 Penalty: 770.855530
	Iteration 53Q: 3 clusters Score -200320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -200321.609375 Penalty: 770.855530
	Iteration 54Q: 3 clusters Score -200321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -200322.343750 Penalty: 770.855530
	Iteration 55Q: 3 clusters Score -200322.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -200322.765625 Penalty: 770.855530
	Iteration 56Q: 3 clusters Score -200322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -200323.312500 Penalty: 770.855530
	Iteration 57Q: 3 clusters Score -200323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -200323.046875 Penalty: 770.855530
	Iteration 58Q: 3 clusters Score -200323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -200323.046875 Penalty: 770.855530
	Iteration 59F: 3 clusters Score -200323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Entering Unmasked Estep 
Score: -5068373.500000 Penalty: 530.033997
	Iteration 0F: 2 clusters Score -5068374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -4990484.000000 Penalty: 1060.067993
	Iteration 0F: 3 clusters Score -4990484 nChanged 56210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -5025012.000000 Penalty: 1060.067993
	Iteration 1F: 3 clusters Score -5025012 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -5026781.000000 Penalty: 1060.067993
	Iteration 2Q: 3 clusters Score -5026781 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5029478.000000 Penalty: 1060.067993
	Iteration 3F: 3 clusters Score -5029478 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5033789.500000 Penalty: 1060.067993
	Iteration 4F: 3 clusters Score -5033790 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -5040656.000000 Penalty: 1060.067993
	Iteration 5F: 3 clusters Score -5040656 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -5049525.500000 Penalty: 1060.067993
	Iteration 6F: 3 clusters Score -5049526 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -5058250.500000 Penalty: 1060.067993
	Iteration 7F: 3 clusters Score -5058250 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5063927.500000 Penalty: 1060.067993
	Iteration 8Q: 3 clusters Score -5063928 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5066495.500000 Penalty: 1060.067993
	Iteration 9Q: 3 clusters Score -5066496 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5067438.000000 Penalty: 1060.067993
	Iteration 10Q: 3 clusters Score -5067438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5067731.500000 Penalty: 1060.067993
	Iteration 11Q: 3 clusters Score -5067732 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5067863.000000 Penalty: 1060.067993
	Iteration 12Q: 3 clusters Score -5067863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5067896.000000 Penalty: 1060.067993
	Iteration 13Q: 3 clusters Score -5067896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5067909.500000 Penalty: 1060.067993
	Iteration 14Q: 3 clusters Score -5067910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5067917.500000 Penalty: 1060.067993
	Iteration 15Q: 3 clusters Score -5067918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5067931.000000 Penalty: 1060.067993
	Iteration 16Q: 3 clusters Score -5067931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5067930.000000 Penalty: 1060.067993
	Iteration 17Q: 3 clusters Score -5067930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5067931.500000 Penalty: 1060.067993
	Iteration 18Q: 3 clusters Score -5067932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5067930.000000 Penalty: 1060.067993
	Iteration 19Q: 3 clusters Score -5067930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5067935.000000 Penalty: 1060.067993
	Iteration 20F: 3 clusters Score -5067935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5067942.000000 Penalty: 1060.067993
	Iteration 21Q: 3 clusters Score -5067942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5067941.000000 Penalty: 1060.067993
	Iteration 22Q: 3 clusters Score -5067941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5067941.500000 Penalty: 1060.067993
	Iteration 23Q: 3 clusters Score -5067942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5067941.500000 Penalty: 1060.067993
	Iteration 24F: 3 clusters Score -5067942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -74744.312500 Penalty: 340.385162
	Iteration 0F: 2 clusters Score -74744.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -73445.179688 Penalty: 680.770325
	Iteration 0F: 3 clusters Score -73445.18 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -73793.773438 Penalty: 680.770325
	Iteration 1F: 3 clusters Score -73793.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -73844.351562 Penalty: 680.770325
	Iteration 2F: 3 clusters Score -73844.35 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -73875.835938 Penalty: 680.770325
	Iteration 3F: 3 clusters Score -73875.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -73899.828125 Penalty: 680.770325
	Iteration 4Q: 3 clusters Score -73899.83 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -73920.046875 Penalty: 680.770325
	Iteration 5Q: 3 clusters Score -73920.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -73942.601562 Penalty: 680.770325
	Iteration 6Q: 3 clusters Score -73942.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -73974.000000 Penalty: 680.770325
	Iteration 7Q: 3 clusters Score -73974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -74024.250000 Penalty: 680.770325
	Iteration 8Q: 3 clusters Score -74024.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -74098.296875 Penalty: 680.770325
	Iteration 9Q: 3 clusters Score -74098.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -74176.421875 Penalty: 680.770325
	Iteration 10Q: 3 clusters Score -74176.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -74282.757812 Penalty: 680.770325
	Iteration 11Q: 3 clusters Score -74282.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -74340.601562 Penalty: 680.770325
	Iteration 12Q: 3 clusters Score -74340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -74370.140625 Penalty: 680.770325
	Iteration 13Q: 3 clusters Score -74370.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -74398.023438 Penalty: 680.770325
	Iteration 14Q: 3 clusters Score -74398.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -74421.187500 Penalty: 680.770325
	Iteration 15Q: 3 clusters Score -74421.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -74434.796875 Penalty: 680.770325
	Iteration 16Q: 3 clusters Score -74434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -74441.976562 Penalty: 680.770325
	Iteration 17Q: 3 clusters Score -74441.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -74449.820312 Penalty: 680.770325
	Iteration 18Q: 3 clusters Score -74449.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -74460.742188 Penalty: 680.770325
	Iteration 19Q: 3 clusters Score -74460.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -74470.828125 Penalty: 680.770325
	Iteration 20F: 3 clusters Score -74470.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -74477.132812 Penalty: 680.770325
	Iteration 21Q: 3 clusters Score -74477.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -74483.226562 Penalty: 680.770325
	Iteration 22Q: 3 clusters Score -74483.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -74485.515625 Penalty: 680.770325
	Iteration 23Q: 3 clusters Score -74485.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -74486.695312 Penalty: 680.770325
	Iteration 24Q: 3 clusters Score -74486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -74487.375000 Penalty: 680.770325
	Iteration 25Q: 3 clusters Score -74487.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -74487.882812 Penalty: 680.770325
	Iteration 26Q: 3 clusters Score -74487.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -74488.320312 Penalty: 680.770325
	Iteration 27Q: 3 clusters Score -74488.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -74488.320312 Penalty: 680.770325
	Iteration 28F: 3 clusters Score -74488.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4176.204102 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4176.204 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 59 members 
Entering Unmasked Estep 
Score: -3963.169922 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -3963.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4021.312012 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4021.312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4039.403809 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -4039.404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4044.528809 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4044.529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4045.646973 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4045.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4045.646973 Penalty: 438.645630
	Iteration 5F: 3 clusters Score -4045.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Entering Unmasked Estep 
Score: -6552751.000000 Penalty: 541.551636
	Iteration 0F: 2 clusters Score -6552751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -6452986.500000 Penalty: 1083.103271
	Iteration 0F: 3 clusters Score -6452986 nChanged 72261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -6497664.000000 Penalty: 1083.103271
	Iteration 1F: 3 clusters Score -6497664 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -6500376.500000 Penalty: 1083.103271
	Iteration 2Q: 3 clusters Score -6500376 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -6504755.000000 Penalty: 1083.103271
	Iteration 3F: 3 clusters Score -6504755 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -6511644.000000 Penalty: 1083.103271
	Iteration 4F: 3 clusters Score -6511644 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -6520181.500000 Penalty: 1083.103271
	Iteration 5F: 3 clusters Score -6520182 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6527799.500000 Penalty: 1083.103271
	Iteration 6F: 3 clusters Score -6527800 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -6532226.000000 Penalty: 1083.103271
	Iteration 7Q: 3 clusters Score -6532226 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6534804.500000 Penalty: 1083.103271
	Iteration 8Q: 3 clusters Score -6534804 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -6536807.500000 Penalty: 1083.103271
	Iteration 9Q: 3 clusters Score -6536808 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -6538661.000000 Penalty: 1083.103271
	Iteration 10Q: 3 clusters Score -6538661 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -6540609.500000 Penalty: 1083.103271
	Iteration 11Q: 3 clusters Score -6540610 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134372 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -6542474.000000 Penalty: 1083.103271
	Iteration 12Q: 3 clusters Score -6542474 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137211 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -6544361.000000 Penalty: 1083.103271
	Iteration 13Q: 3 clusters Score -6544361 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -6546186.500000 Penalty: 1083.103271
	Iteration 14Q: 3 clusters Score -6546186 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -6547803.500000 Penalty: 1083.103271
	Iteration 15Q: 3 clusters Score -6547804 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -6549085.500000 Penalty: 1083.103271
	Iteration 16Q: 3 clusters Score -6549086 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6550078.500000 Penalty: 1083.103271
	Iteration 17Q: 3 clusters Score -6550078 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6550874.000000 Penalty: 1083.103271
	Iteration 18Q: 3 clusters Score -6550874 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6551529.000000 Penalty: 1083.103271
	Iteration 19Q: 3 clusters Score -6551529 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147108 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6551903.000000 Penalty: 1083.103271
	Iteration 20F: 3 clusters Score -6551903 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6552083.500000 Penalty: 1083.103271
	Iteration 21Q: 3 clusters Score -6552084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6552164.500000 Penalty: 1083.103271
	Iteration 22Q: 3 clusters Score -6552164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6552210.000000 Penalty: 1083.103271
	Iteration 23Q: 3 clusters Score -6552210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147517 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6552231.000000 Penalty: 1083.103271
	Iteration 24Q: 3 clusters Score -6552231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6552245.500000 Penalty: 1083.103271
	Iteration 25Q: 3 clusters Score -6552246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6552258.500000 Penalty: 1083.103271
	Iteration 26Q: 3 clusters Score -6552258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6552263.500000 Penalty: 1083.103271
	Iteration 27Q: 3 clusters Score -6552264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6552263.000000 Penalty: 1083.103271
	Iteration 28Q: 3 clusters Score -6552263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6552264.500000 Penalty: 1083.103271
	Iteration 29Q: 3 clusters Score -6552264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6552270.000000 Penalty: 1083.103271
	Iteration 30Q: 3 clusters Score -6552270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6552270.000000 Penalty: 1083.103271
	Iteration 31F: 3 clusters Score -6552270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -113801.718750 Penalty: 358.456055
	Iteration 0F: 2 clusters Score -113801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -111974.921875 Penalty: 716.912109
	Iteration 0F: 3 clusters Score -111974.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -112667.960938 Penalty: 716.912109
	Iteration 1F: 3 clusters Score -112668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -112810.687500 Penalty: 716.912109
	Iteration 2F: 3 clusters Score -112810.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -112958.312500 Penalty: 716.912109
	Iteration 3F: 3 clusters Score -112958.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113076.218750 Penalty: 716.912109
	Iteration 4F: 3 clusters Score -113076.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113192.898438 Penalty: 716.912109
	Iteration 5F: 3 clusters Score -113192.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113311.429688 Penalty: 716.912109
	Iteration 6Q: 3 clusters Score -113311.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113412.093750 Penalty: 716.912109
	Iteration 7Q: 3 clusters Score -113412.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113478.851562 Penalty: 716.912109
	Iteration 8Q: 3 clusters Score -113478.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -113517.273438 Penalty: 716.912109
	Iteration 9Q: 3 clusters Score -113517.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -113538.687500 Penalty: 716.912109
	Iteration 10Q: 3 clusters Score -113538.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -113545.640625 Penalty: 716.912109
	Iteration 11Q: 3 clusters Score -113545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -113550.078125 Penalty: 716.912109
	Iteration 12Q: 3 clusters Score -113550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113552.523438 Penalty: 716.912109
	Iteration 13Q: 3 clusters Score -113552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -113553.914062 Penalty: 716.912109
	Iteration 14Q: 3 clusters Score -113553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -113555.929688 Penalty: 716.912109
	Iteration 15Q: 3 clusters Score -113555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113556.812500 Penalty: 716.912109
	Iteration 16Q: 3 clusters Score -113556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113556.812500 Penalty: 716.912109
	Iteration 17F: 3 clusters Score -113556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -940475.312500 Penalty: 453.964844
	Iteration 0F: 2 clusters Score -940475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -926133.937500 Penalty: 907.929688
	Iteration 0F: 3 clusters Score -926133.9 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -932060.062500 Penalty: 907.929688
	Iteration 1F: 3 clusters Score -932060.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -932327.125000 Penalty: 907.929688
	Iteration 2Q: 3 clusters Score -932327.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -932623.812500 Penalty: 907.929688
	Iteration 3Q: 3 clusters Score -932623.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -933010.000000 Penalty: 907.929688
	Iteration 4Q: 3 clusters Score -933010 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -933652.937500 Penalty: 907.929688
	Iteration 5F: 3 clusters Score -933652.9 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -934713.625000 Penalty: 907.929688
	Iteration 6F: 3 clusters Score -934713.6 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -936231.187500 Penalty: 907.929688
	Iteration 7F: 3 clusters Score -936231.2 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -937885.187500 Penalty: 907.929688
	Iteration 8F: 3 clusters Score -937885.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -939153.812500 Penalty: 907.929688
	Iteration 9F: 3 clusters Score -939153.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -939754.187500 Penalty: 907.929688
	Iteration 10Q: 3 clusters Score -939754.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -939959.250000 Penalty: 907.929688
	Iteration 11Q: 3 clusters Score -939959.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -940029.875000 Penalty: 907.929688
	Iteration 12Q: 3 clusters Score -940029.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940059.937500 Penalty: 907.929688
	Iteration 13Q: 3 clusters Score -940059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940069.750000 Penalty: 907.929688
	Iteration 14Q: 3 clusters Score -940069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940077.437500 Penalty: 907.929688
	Iteration 15Q: 3 clusters Score -940077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940082.625000 Penalty: 907.929688
	Iteration 16Q: 3 clusters Score -940082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -940086.687500 Penalty: 907.929688
	Iteration 17Q: 3 clusters Score -940086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940089.187500 Penalty: 907.929688
	Iteration 18Q: 3 clusters Score -940089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -940089.187500 Penalty: 907.929688
	Iteration 19F: 3 clusters Score -940089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (317320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317320 members 
Entering Unmasked Estep 
Score: -14104880.000000 Penalty: 576.378845
	Iteration 0F: 2 clusters Score -1.410488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Mstep: Class 2 contains 158709 members 
Entering Unmasked Estep 
Score: -13898873.000000 Penalty: 1152.757690
	Iteration 0F: 3 clusters Score -1.389887e+07 nChanged 156425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -13994845.000000 Penalty: 1152.757690
	Iteration 1F: 3 clusters Score -1.399484e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 162435 members 
Entering Unmasked Estep 
Score: -13997488.000000 Penalty: 1152.757690
	Iteration 2Q: 3 clusters Score -1.399749e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -14001647.000000 Penalty: 1152.757690
	Iteration 3Q: 3 clusters Score -1.400165e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -14008648.000000 Penalty: 1152.757690
	Iteration 4Q: 3 clusters Score -1.400865e+07 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 170207 members 
Entering Unmasked Estep 
Score: -14021418.000000 Penalty: 1152.757690
	Iteration 5F: 3 clusters Score -1.402142e+07 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -14038550.000000 Penalty: 1152.757690
	Iteration 6F: 3 clusters Score -1.403855e+07 nChanged 20003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 174486 members 
Entering Unmasked Estep 
Score: -14050815.000000 Penalty: 1152.757690
	Iteration 7F: 3 clusters Score -1.405082e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 175827 members 
Entering Unmasked Estep 
Score: -14054830.000000 Penalty: 1152.757690
	Iteration 8Q: 3 clusters Score -1.405483e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -14055735.000000 Penalty: 1152.757690
	Iteration 9Q: 3 clusters Score -1.405574e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 178869 members 
Entering Unmasked Estep 
Score: -14055989.000000 Penalty: 1152.757690
	Iteration 10Q: 3 clusters Score -1.405599e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 180568 members 
Entering Unmasked Estep 
Score: -14056222.000000 Penalty: 1152.757690
	Iteration 11Q: 3 clusters Score -1.405622e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 182412 members 
Entering Unmasked Estep 
Score: -14056580.000000 Penalty: 1152.757690
	Iteration 12Q: 3 clusters Score -1.405658e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 184323 members 
Entering Unmasked Estep 
Score: -14056866.000000 Penalty: 1152.757690
	Iteration 13Q: 3 clusters Score -1.405687e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130941 members 
Mstep: Class 2 contains 186379 members 
Entering Unmasked Estep 
Score: -14057231.000000 Penalty: 1152.757690
	Iteration 14Q: 3 clusters Score -1.405723e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 188628 members 
Entering Unmasked Estep 
Score: -14057530.000000 Penalty: 1152.757690
	Iteration 15Q: 3 clusters Score -1.405753e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 190931 members 
Entering Unmasked Estep 
Score: -14057899.000000 Penalty: 1152.757690
	Iteration 16Q: 3 clusters Score -1.40579e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 193401 members 
Entering Unmasked Estep 
Score: -14058493.000000 Penalty: 1152.757690
	Iteration 17Q: 3 clusters Score -1.405849e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121301 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -14058923.000000 Penalty: 1152.757690
	Iteration 18Q: 3 clusters Score -1.405892e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 198767 members 
Entering Unmasked Estep 
Score: -14059352.000000 Penalty: 1152.757690
	Iteration 19Q: 3 clusters Score -1.405935e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 201582 members 
Entering Unmasked Estep 
Score: -14060033.000000 Penalty: 1152.757690
	Iteration 20F: 3 clusters Score -1.406003e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 204408 members 
Entering Unmasked Estep 
Score: -14060833.000000 Penalty: 1152.757690
	Iteration 21Q: 3 clusters Score -1.406083e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 207295 members 
Entering Unmasked Estep 
Score: -14061576.000000 Penalty: 1152.757690
	Iteration 22Q: 3 clusters Score -1.406158e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 210376 members 
Entering Unmasked Estep 
Score: -14062382.000000 Penalty: 1152.757690
	Iteration 23Q: 3 clusters Score -1.406238e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 213639 members 
Entering Unmasked Estep 
Score: -14063214.000000 Penalty: 1152.757690
	Iteration 24Q: 3 clusters Score -1.406321e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -14064111.000000 Penalty: 1152.757690
	Iteration 25Q: 3 clusters Score -1.406411e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 220500 members 
Entering Unmasked Estep 
Score: -14065004.000000 Penalty: 1152.757690
	Iteration 26Q: 3 clusters Score -1.4065e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 224197 members 
Entering Unmasked Estep 
Score: -14066296.000000 Penalty: 1152.757690
	Iteration 27Q: 3 clusters Score -1.40663e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 228108 members 
Entering Unmasked Estep 
Score: -14067375.000000 Penalty: 1152.757690
	Iteration 28Q: 3 clusters Score -1.406738e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 232191 members 
Entering Unmasked Estep 
Score: -14068788.000000 Penalty: 1152.757690
	Iteration 29Q: 3 clusters Score -1.406879e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 236393 members 
Entering Unmasked Estep 
Score: -14070324.000000 Penalty: 1152.757690
	Iteration 30Q: 3 clusters Score -1.407032e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 240759 members 
Entering Unmasked Estep 
Score: -14072037.000000 Penalty: 1152.757690
	Iteration 31Q: 3 clusters Score -1.407204e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 245223 members 
Entering Unmasked Estep 
Score: -14073952.000000 Penalty: 1152.757690
	Iteration 32Q: 3 clusters Score -1.407395e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 249828 members 
Entering Unmasked Estep 
Score: -14075677.000000 Penalty: 1152.757690
	Iteration 33Q: 3 clusters Score -1.407568e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 254445 members 
Entering Unmasked Estep 
Score: -14077720.000000 Penalty: 1152.757690
	Iteration 34Q: 3 clusters Score -1.407772e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 259152 members 
Entering Unmasked Estep 
Score: -14079747.000000 Penalty: 1152.757690
	Iteration 35Q: 3 clusters Score -1.407975e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 264040 members 
Entering Unmasked Estep 
Score: -14082043.000000 Penalty: 1152.757690
	Iteration 36Q: 3 clusters Score -1.408204e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 269023 members 
Entering Unmasked Estep 
Score: -14084536.000000 Penalty: 1152.757690
	Iteration 37Q: 3 clusters Score -1.408454e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 273928 members 
Entering Unmasked Estep 
Score: -14087151.000000 Penalty: 1152.757690
	Iteration 38Q: 3 clusters Score -1.408715e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 278680 members 
Entering Unmasked Estep 
Score: -14089697.000000 Penalty: 1152.757690
	Iteration 39Q: 3 clusters Score -1.40897e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 283301 members 
Entering Unmasked Estep 
Score: -14091974.000000 Penalty: 1152.757690
	Iteration 40F: 3 clusters Score -1.409197e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 287680 members 
Entering Unmasked Estep 
Score: -14093479.000000 Penalty: 1152.757690
	Iteration 41Q: 3 clusters Score -1.409348e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 291414 members 
Entering Unmasked Estep 
Score: -14094961.000000 Penalty: 1152.757690
	Iteration 42Q: 3 clusters Score -1.409496e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 294696 members 
Entering Unmasked Estep 
Score: -14096286.000000 Penalty: 1152.757690
	Iteration 43Q: 3 clusters Score -1.409629e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 297506 members 
Entering Unmasked Estep 
Score: -14097250.000000 Penalty: 1152.757690
	Iteration 44Q: 3 clusters Score -1.409725e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 299929 members 
Entering Unmasked Estep 
Score: -14098142.000000 Penalty: 1152.757690
	Iteration 45Q: 3 clusters Score -1.409814e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 301985 members 
Entering Unmasked Estep 
Score: -14098898.000000 Penalty: 1152.757690
	Iteration 46Q: 3 clusters Score -1.40989e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 303874 members 
Entering Unmasked Estep 
Score: -14099667.000000 Penalty: 1152.757690
	Iteration 47Q: 3 clusters Score -1.409967e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 305530 members 
Entering Unmasked Estep 
Score: -14100289.000000 Penalty: 1152.757690
	Iteration 48Q: 3 clusters Score -1.410029e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 306943 members 
Entering Unmasked Estep 
Score: -14100825.000000 Penalty: 1152.757690
	Iteration 49Q: 3 clusters Score -1.410082e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 308159 members 
Entering Unmasked Estep 
Score: -14101240.000000 Penalty: 1152.757690
	Iteration 50Q: 3 clusters Score -1.410124e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 309249 members 
Entering Unmasked Estep 
Score: -14101643.000000 Penalty: 1152.757690
	Iteration 51Q: 3 clusters Score -1.410164e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 310173 members 
Entering Unmasked Estep 
Score: -14101979.000000 Penalty: 1152.757690
	Iteration 52Q: 3 clusters Score -1.410198e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 310983 members 
Entering Unmasked Estep 
Score: -14102260.000000 Penalty: 1152.757690
	Iteration 53Q: 3 clusters Score -1.410226e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 311619 members 
Entering Unmasked Estep 
Score: -14102499.000000 Penalty: 1152.757690
	Iteration 54Q: 3 clusters Score -1.41025e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 312171 members 
Entering Unmasked Estep 
Score: -14102691.000000 Penalty: 1152.757690
	Iteration 55Q: 3 clusters Score -1.410269e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 312645 members 
Entering Unmasked Estep 
Score: -14102874.000000 Penalty: 1152.757690
	Iteration 56Q: 3 clusters Score -1.410287e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 313057 members 
Entering Unmasked Estep 
Score: -14103090.000000 Penalty: 1152.757690
	Iteration 57Q: 3 clusters Score -1.410309e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 313410 members 
Entering Unmasked Estep 
Score: -14103237.000000 Penalty: 1152.757690
	Iteration 58Q: 3 clusters Score -1.410324e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 313727 members 
Entering Unmasked Estep 
Score: -14103328.000000 Penalty: 1152.757690
	Iteration 59Q: 3 clusters Score -1.410333e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 314007 members 
Entering Unmasked Estep 
Score: -14103414.000000 Penalty: 1152.757690
	Iteration 60F: 3 clusters Score -1.410341e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 314227 members 
Entering Unmasked Estep 
Score: -14103512.000000 Penalty: 1152.757690
	Iteration 61Q: 3 clusters Score -1.410351e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 314425 members 
Entering Unmasked Estep 
Score: -14103601.000000 Penalty: 1152.757690
	Iteration 62Q: 3 clusters Score -1.41036e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 314603 members 
Entering Unmasked Estep 
Score: -14103659.000000 Penalty: 1152.757690
	Iteration 63Q: 3 clusters Score -1.410366e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 314748 members 
Entering Unmasked Estep 
Score: -14103698.000000 Penalty: 1152.757690
	Iteration 64Q: 3 clusters Score -1.41037e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 314876 members 
Entering Unmasked Estep 
Score: -14103753.000000 Penalty: 1152.757690
	Iteration 65Q: 3 clusters Score -1.410375e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 314991 members 
Entering Unmasked Estep 
Score: -14103760.000000 Penalty: 1152.757690
	Iteration 66Q: 3 clusters Score -1.410376e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 315085 members 
Entering Unmasked Estep 
Score: -14103785.000000 Penalty: 1152.757690
	Iteration 67Q: 3 clusters Score -1.410378e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 315177 members 
Entering Unmasked Estep 
Score: -14103842.000000 Penalty: 1152.757690
	Iteration 68Q: 3 clusters Score -1.410384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 315249 members 
Entering Unmasked Estep 
Score: -14103890.000000 Penalty: 1152.757690
	Iteration 69Q: 3 clusters Score -1.410389e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 315308 members 
Entering Unmasked Estep 
Score: -14103900.000000 Penalty: 1152.757690
	Iteration 70Q: 3 clusters Score -1.41039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 315353 members 
Entering Unmasked Estep 
Score: -14103913.000000 Penalty: 1152.757690
	Iteration 71Q: 3 clusters Score -1.410391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 315399 members 
Entering Unmasked Estep 
Score: -14103943.000000 Penalty: 1152.757690
	Iteration 72Q: 3 clusters Score -1.410394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 315442 members 
Entering Unmasked Estep 
Score: -14103946.000000 Penalty: 1152.757690
	Iteration 73Q: 3 clusters Score -1.410395e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 315486 members 
Entering Unmasked Estep 
Score: -14103937.000000 Penalty: 1152.757690
	Iteration 74Q: 3 clusters Score -1.410394e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 315529 members 
Entering Unmasked Estep 
Score: -14103967.000000 Penalty: 1152.757690
	Iteration 75Q: 3 clusters Score -1.410397e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 315559 members 
Entering Unmasked Estep 
Score: -14103974.000000 Penalty: 1152.757690
	Iteration 76Q: 3 clusters Score -1.410397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 315585 members 
Entering Unmasked Estep 
Score: -14103981.000000 Penalty: 1152.757690
	Iteration 77Q: 3 clusters Score -1.410398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 315608 members 
Entering Unmasked Estep 
Score: -14103994.000000 Penalty: 1152.757690
	Iteration 78Q: 3 clusters Score -1.410399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 315622 members 
Entering Unmasked Estep 
Score: -14104008.000000 Penalty: 1152.757690
	Iteration 79Q: 3 clusters Score -1.410401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 315646 members 
Entering Unmasked Estep 
Score: -14104016.000000 Penalty: 1152.757690
	Iteration 80F: 3 clusters Score -1.410402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 315666 members 
Entering Unmasked Estep 
Score: -14104030.000000 Penalty: 1152.757690
	Iteration 81Q: 3 clusters Score -1.410403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 315676 members 
Entering Unmasked Estep 
Score: -14104035.000000 Penalty: 1152.757690
	Iteration 82Q: 3 clusters Score -1.410404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 315683 members 
Entering Unmasked Estep 
Score: -14104056.000000 Penalty: 1152.757690
	Iteration 83Q: 3 clusters Score -1.410406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 315695 members 
Entering Unmasked Estep 
Score: -14104055.000000 Penalty: 1152.757690
	Iteration 84Q: 3 clusters Score -1.410406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 315701 members 
Entering Unmasked Estep 
Score: -14104065.000000 Penalty: 1152.757690
	Iteration 85Q: 3 clusters Score -1.410406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 315705 members 
Entering Unmasked Estep 
Score: -14104056.000000 Penalty: 1152.757690
	Iteration 86Q: 3 clusters Score -1.410406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 315712 members 
Entering Unmasked Estep 
Score: -14104042.000000 Penalty: 1152.757690
	Iteration 87Q: 3 clusters Score -1.410404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 315719 members 
Entering Unmasked Estep 
Score: -14104044.000000 Penalty: 1152.757690
	Iteration 88Q: 3 clusters Score -1.410404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 315728 members 
Entering Unmasked Estep 
Score: -14104058.000000 Penalty: 1152.757690
	Iteration 89Q: 3 clusters Score -1.410406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 315733 members 
Entering Unmasked Estep 
Score: -14104059.000000 Penalty: 1152.757690
	Iteration 90Q: 3 clusters Score -1.410406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 315746 members 
Entering Unmasked Estep 
Score: -14104057.000000 Penalty: 1152.757690
	Iteration 91Q: 3 clusters Score -1.410406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 315758 members 
Entering Unmasked Estep 
Score: -14104082.000000 Penalty: 1152.757690
	Iteration 92Q: 3 clusters Score -1.410408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 315770 members 
Entering Unmasked Estep 
Score: -14104078.000000 Penalty: 1152.757690
	Iteration 93Q: 3 clusters Score -1.410408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 315789 members 
Entering Unmasked Estep 
Score: -14104088.000000 Penalty: 1152.757690
	Iteration 94Q: 3 clusters Score -1.410409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 315806 members 
Entering Unmasked Estep 
Score: -14104090.000000 Penalty: 1152.757690
	Iteration 95Q: 3 clusters Score -1.410409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 315827 members 
Entering Unmasked Estep 
Score: -14104119.000000 Penalty: 1152.757690
	Iteration 96Q: 3 clusters Score -1.410412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 315845 members 
Entering Unmasked Estep 
Score: -14104113.000000 Penalty: 1152.757690
	Iteration 97Q: 3 clusters Score -1.410411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 315864 members 
Entering Unmasked Estep 
Score: -14104115.000000 Penalty: 1152.757690
	Iteration 98Q: 3 clusters Score -1.410412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 315878 members 
Entering Unmasked Estep 
Score: -14104118.000000 Penalty: 1152.757690
	Iteration 99Q: 3 clusters Score -1.410412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 315884 members 
Entering Unmasked Estep 
Score: -14104118.000000 Penalty: 1152.757690
	Iteration 100F: 3 clusters Score -1.410412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 315889 members 
Entering Unmasked Estep 
Score: -14104120.000000 Penalty: 1152.757690
	Iteration 101Q: 3 clusters Score -1.410412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 315890 members 
Entering Unmasked Estep 
Score: -14104116.000000 Penalty: 1152.757690
	Iteration 102Q: 3 clusters Score -1.410412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 315892 members 
Entering Unmasked Estep 
Score: -14104126.000000 Penalty: 1152.757690
	Iteration 103Q: 3 clusters Score -1.410413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 315899 members 
Entering Unmasked Estep 
Score: -14104139.000000 Penalty: 1152.757690
	Iteration 104Q: 3 clusters Score -1.410414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 315904 members 
Entering Unmasked Estep 
Score: -14104136.000000 Penalty: 1152.757690
	Iteration 105Q: 3 clusters Score -1.410414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 315912 members 
Entering Unmasked Estep 
Score: -14104144.000000 Penalty: 1152.757690
	Iteration 106Q: 3 clusters Score -1.410414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 315924 members 
Entering Unmasked Estep 
Score: -14104144.000000 Penalty: 1152.757690
	Iteration 107Q: 3 clusters Score -1.410414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 315936 members 
Entering Unmasked Estep 
Score: -14104150.000000 Penalty: 1152.757690
	Iteration 108Q: 3 clusters Score -1.410415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 315941 members 
Entering Unmasked Estep 
Score: -14104153.000000 Penalty: 1152.757690
	Iteration 109Q: 3 clusters Score -1.410415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 315950 members 
Entering Unmasked Estep 
Score: -14104147.000000 Penalty: 1152.757690
	Iteration 110Q: 3 clusters Score -1.410415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 315960 members 
Entering Unmasked Estep 
Score: -14104150.000000 Penalty: 1152.757690
	Iteration 111Q: 3 clusters Score -1.410415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 315961 members 
Entering Unmasked Estep 
Score: -14104159.000000 Penalty: 1152.757690
	Iteration 112Q: 3 clusters Score -1.410416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 315964 members 
Entering Unmasked Estep 
Score: -14104154.000000 Penalty: 1152.757690
	Iteration 113Q: 3 clusters Score -1.410415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 315968 members 
Entering Unmasked Estep 
Score: -14104155.000000 Penalty: 1152.757690
	Iteration 114Q: 3 clusters Score -1.410416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 315976 members 
Entering Unmasked Estep 
Score: -14104165.000000 Penalty: 1152.757690
	Iteration 115Q: 3 clusters Score -1.410416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 315984 members 
Entering Unmasked Estep 
Score: -14104161.000000 Penalty: 1152.757690
	Iteration 116Q: 3 clusters Score -1.410416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 315992 members 
Entering Unmasked Estep 
Score: -14104170.000000 Penalty: 1152.757690
	Iteration 117Q: 3 clusters Score -1.410417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 315995 members 
Entering Unmasked Estep 
Score: -14104167.000000 Penalty: 1152.757690
	Iteration 118Q: 3 clusters Score -1.410417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 315995 members 
Entering Unmasked Estep 
Score: -14104156.000000 Penalty: 1152.757690
	Iteration 119Q: 3 clusters Score -1.410416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 316001 members 
Entering Unmasked Estep 
Score: -14104162.000000 Penalty: 1152.757690
	Iteration 120F: 3 clusters Score -1.410416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 316006 members 
Entering Unmasked Estep 
Score: -14104161.000000 Penalty: 1152.757690
	Iteration 121Q: 3 clusters Score -1.410416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 316009 members 
Entering Unmasked Estep 
Score: -14104161.000000 Penalty: 1152.757690
	Iteration 122Q: 3 clusters Score -1.410416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 316011 members 
Entering Unmasked Estep 
Score: -14104167.000000 Penalty: 1152.757690
	Iteration 123Q: 3 clusters Score -1.410417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 316015 members 
Entering Unmasked Estep 
Score: -14104162.000000 Penalty: 1152.757690
	Iteration 124Q: 3 clusters Score -1.410416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 316017 members 
Entering Unmasked Estep 
Score: -14104161.000000 Penalty: 1152.757690
	Iteration 125Q: 3 clusters Score -1.410416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 316019 members 
Entering Unmasked Estep 
Score: -14104161.000000 Penalty: 1152.757690
	Iteration 126Q: 3 clusters Score -1.410416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 316020 members 
Entering Unmasked Estep 
Score: -14104168.000000 Penalty: 1152.757690
	Iteration 127Q: 3 clusters Score -1.410417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 316021 members 
Entering Unmasked Estep 
Score: -14104169.000000 Penalty: 1152.757690
	Iteration 128Q: 3 clusters Score -1.410417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 316021 members 
Entering Unmasked Estep 
Score: -14104169.000000 Penalty: 1152.757690
	Iteration 129F: 3 clusters Score -1.410417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Entering Unmasked Estep 
Score: -340969.906250 Penalty: 408.322083
	Iteration 0F: 2 clusters Score -340969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -335636.437500 Penalty: 816.644165
	Iteration 0F: 3 clusters Score -335636.4 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -337669.468750 Penalty: 816.644165
	Iteration 1F: 3 clusters Score -337669.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -337789.625000 Penalty: 816.644165
	Iteration 2Q: 3 clusters Score -337789.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -337951.812500 Penalty: 816.644165
	Iteration 3Q: 3 clusters Score -337951.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -338200.093750 Penalty: 816.644165
	Iteration 4F: 3 clusters Score -338200.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -338634.687500 Penalty: 816.644165
	Iteration 5F: 3 clusters Score -338634.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -339250.343750 Penalty: 816.644165
	Iteration 6F: 3 clusters Score -339250.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -339866.125000 Penalty: 816.644165
	Iteration 7F: 3 clusters Score -339866.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -340275.375000 Penalty: 816.644165
	Iteration 8F: 3 clusters Score -340275.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -340470.312500 Penalty: 816.644165
	Iteration 9Q: 3 clusters Score -340470.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -340543.375000 Penalty: 816.644165
	Iteration 10Q: 3 clusters Score -340543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -340568.718750 Penalty: 816.644165
	Iteration 11Q: 3 clusters Score -340568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -340578.125000 Penalty: 816.644165
	Iteration 12Q: 3 clusters Score -340578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -340581.187500 Penalty: 816.644165
	Iteration 13Q: 3 clusters Score -340581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -340585.000000 Penalty: 816.644165
	Iteration 14Q: 3 clusters Score -340585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -340585.406250 Penalty: 816.644165
	Iteration 15Q: 3 clusters Score -340585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -340588.843750 Penalty: 816.644165
	Iteration 16Q: 3 clusters Score -340588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -340588.843750 Penalty: 816.644165
	Iteration 17F: 3 clusters Score -340588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5710.508301 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5710.508 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 91 members 
Entering Unmasked Estep 
Score: -5478.721191 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -5478.721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5550.393555 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -5550.394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5560.786621 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -5560.787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5573.702148 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -5573.702 nChanged 4
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: -5579.016113 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -5579.016 nChanged 3
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: -5581.283691 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -5581.284 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: -5581.283691 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -5581.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Entering Unmasked Estep 
Score: -2174683.000000 Penalty: 491.731262
	Iteration 0F: 2 clusters Score -2174683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2141709.750000 Penalty: 983.462524
	Iteration 0F: 3 clusters Score -2141710 nChanged 23802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2155600.500000 Penalty: 983.462524
	Iteration 1F: 3 clusters Score -2155600 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2156490.500000 Penalty: 983.462524
	Iteration 2Q: 3 clusters Score -2156490 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2157960.250000 Penalty: 983.462524
	Iteration 3Q: 3 clusters Score -2157960 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2160299.250000 Penalty: 983.462524
	Iteration 4F: 3 clusters Score -2160299 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2163106.750000 Penalty: 983.462524
	Iteration 5F: 3 clusters Score -2163107 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2164763.250000 Penalty: 983.462524
	Iteration 6F: 3 clusters Score -2164763 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2165241.500000 Penalty: 983.462524
	Iteration 7Q: 3 clusters Score -2165242 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2165369.500000 Penalty: 983.462524
	Iteration 8Q: 3 clusters Score -2165370 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2165443.750000 Penalty: 983.462524
	Iteration 9Q: 3 clusters Score -2165444 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2165496.250000 Penalty: 983.462524
	Iteration 10Q: 3 clusters Score -2165496 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2165564.250000 Penalty: 983.462524
	Iteration 11Q: 3 clusters Score -2165564 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2165606.500000 Penalty: 983.462524
	Iteration 12Q: 3 clusters Score -2165606 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2165681.500000 Penalty: 983.462524
	Iteration 13Q: 3 clusters Score -2165682 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2165739.250000 Penalty: 983.462524
	Iteration 14Q: 3 clusters Score -2165739 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2165833.000000 Penalty: 983.462524
	Iteration 15Q: 3 clusters Score -2165833 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2165912.000000 Penalty: 983.462524
	Iteration 16Q: 3 clusters Score -2165912 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2166017.500000 Penalty: 983.462524
	Iteration 17Q: 3 clusters Score -2166018 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2166136.000000 Penalty: 983.462524
	Iteration 18Q: 3 clusters Score -2166136 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2166237.000000 Penalty: 983.462524
	Iteration 19Q: 3 clusters Score -2166237 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2166399.750000 Penalty: 983.462524
	Iteration 20F: 3 clusters Score -2166400 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2166585.750000 Penalty: 983.462524
	Iteration 21Q: 3 clusters Score -2166586 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2166792.000000 Penalty: 983.462524
	Iteration 22Q: 3 clusters Score -2166792 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2167038.750000 Penalty: 983.462524
	Iteration 23Q: 3 clusters Score -2167039 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2167374.500000 Penalty: 983.462524
	Iteration 24Q: 3 clusters Score -2167374 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2167787.250000 Penalty: 983.462524
	Iteration 25Q: 3 clusters Score -2167787 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2168293.250000 Penalty: 983.462524
	Iteration 26Q: 3 clusters Score -2168293 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2168815.250000 Penalty: 983.462524
	Iteration 27Q: 3 clusters Score -2168815 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2169414.750000 Penalty: 983.462524
	Iteration 28Q: 3 clusters Score -2169415 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2170057.250000 Penalty: 983.462524
	Iteration 29Q: 3 clusters Score -2170057 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2170697.500000 Penalty: 983.462524
	Iteration 30Q: 3 clusters Score -2170698 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2171398.250000 Penalty: 983.462524
	Iteration 31Q: 3 clusters Score -2171398 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2172041.750000 Penalty: 983.462524
	Iteration 32Q: 3 clusters Score -2172042 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2172623.000000 Penalty: 983.462524
	Iteration 33Q: 3 clusters Score -2172623 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2173133.500000 Penalty: 983.462524
	Iteration 34Q: 3 clusters Score -2173134 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2173537.250000 Penalty: 983.462524
	Iteration 35Q: 3 clusters Score -2173537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2173859.000000 Penalty: 983.462524
	Iteration 36Q: 3 clusters Score -2173859 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2174041.250000 Penalty: 983.462524
	Iteration 37Q: 3 clusters Score -2174041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2174130.000000 Penalty: 983.462524
	Iteration 38Q: 3 clusters Score -2174130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2174182.250000 Penalty: 983.462524
	Iteration 39Q: 3 clusters Score -2174182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2174201.250000 Penalty: 983.462524
	Iteration 40F: 3 clusters Score -2174201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2174212.750000 Penalty: 983.462524
	Iteration 41Q: 3 clusters Score -2174213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2174224.500000 Penalty: 983.462524
	Iteration 42Q: 3 clusters Score -2174224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2174229.500000 Penalty: 983.462524
	Iteration 43Q: 3 clusters Score -2174230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2174231.750000 Penalty: 983.462524
	Iteration 44Q: 3 clusters Score -2174232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2174233.000000 Penalty: 983.462524
	Iteration 45Q: 3 clusters Score -2174233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2174235.750000 Penalty: 983.462524
	Iteration 46Q: 3 clusters Score -2174236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2174237.750000 Penalty: 983.462524
	Iteration 47Q: 3 clusters Score -2174238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2174237.750000 Penalty: 983.462524
	Iteration 48F: 3 clusters Score -2174238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277973 members 
Mstep: Class 2 contains 32156 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40436 members 
Mstep: Class 5 contains 34156 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 114588 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 147596 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 317320 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 49379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943124.000000 Penalty: 12038.316406
Iteration 199Q: 20 clusters Score -4.694312e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 280567 members 
Mstep: Class 2 contains 31994 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40699 members 
Mstep: Class 5 contains 34076 members 
Mstep: Class 6 contains 8684 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 112952 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 146825 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21521 members 
Mstep: Class 15 contains 317424 members 
Mstep: Class 16 contains 7906 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 49300 members 
Mstep: Class 19 contains 37449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943312.000000 Penalty: 12038.316406
Iteration 200F: 20 clusters Score -4.694331e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283123 members 
Mstep: Class 2 contains 31819 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40664 members 
Mstep: Class 5 contains 34096 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 15984 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 145615 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21520 members 
Mstep: Class 15 contains 317527 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 49223 members 
Mstep: Class 19 contains 37898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943504.000000 Penalty: 12038.316406
Iteration 201Q: 20 clusters Score -4.69435e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285817 members 
Mstep: Class 2 contains 31645 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40665 members 
Mstep: Class 5 contains 34221 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 15953 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 109755 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 144472 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21516 members 
Mstep: Class 15 contains 317488 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 49130 members 
Mstep: Class 19 contains 38113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943824.000000 Penalty: 12038.316406
Iteration 202Q: 20 clusters Score -4.694382e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 288698 members 
Mstep: Class 2 contains 31458 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40672 members 
Mstep: Class 5 contains 34396 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 143263 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 21506 members 
Mstep: Class 15 contains 317042 members 
Mstep: Class 16 contains 7947 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 49046 members 
Mstep: Class 19 contains 38270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944164.000000 Penalty: 12038.316406
Iteration 203Q: 20 clusters Score -4.694416e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291730 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40695 members 
Mstep: Class 5 contains 34583 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 15877 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 107496 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 142108 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 21498 members 
Mstep: Class 15 contains 316078 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48951 members 
Mstep: Class 19 contains 38407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944656.000000 Penalty: 12038.316406
Iteration 204Q: 20 clusters Score -4.694466e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294912 members 
Mstep: Class 2 contains 31106 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40707 members 
Mstep: Class 5 contains 34776 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 106809 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 141073 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 21498 members 
Mstep: Class 15 contains 314576 members 
Mstep: Class 16 contains 7982 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48837 members 
Mstep: Class 19 contains 38547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945452.000000 Penalty: 12038.316406
Iteration 205Q: 20 clusters Score -4.694545e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298339 members 
Mstep: Class 2 contains 30946 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40722 members 
Mstep: Class 5 contains 34969 members 
Mstep: Class 6 contains 8848 members 
Mstep: Class 7 contains 15781 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 106430 members 
Mstep: Class 10 contains 1758 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 140214 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 312374 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48711 members 
Mstep: Class 19 contains 38669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946404.000000 Penalty: 12038.316406
Iteration 206Q: 20 clusters Score -4.69464e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301739 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 35120 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 15741 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 106384 members 
Mstep: Class 10 contains 1755 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 139434 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21509 members 
Mstep: Class 15 contains 309850 members 
Mstep: Class 16 contains 8012 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48573 members 
Mstep: Class 19 contains 38803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947708.000000 Penalty: 12038.316406
Iteration 207Q: 20 clusters Score -4.694771e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304996 members 
Mstep: Class 2 contains 30675 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 35262 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 15705 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 106651 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138833 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 21508 members 
Mstep: Class 15 contains 306990 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48438 members 
Mstep: Class 19 contains 38914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948372.000000 Penalty: 12038.316406
Iteration 208Q: 20 clusters Score -4.694837e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307968 members 
Mstep: Class 2 contains 30546 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40685 members 
Mstep: Class 5 contains 35405 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 107204 members 
Mstep: Class 10 contains 1752 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138352 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 304009 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48322 members 
Mstep: Class 19 contains 39012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949024.000000 Penalty: 12038.316406
Iteration 209Q: 20 clusters Score -4.694902e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310636 members 
Mstep: Class 2 contains 30415 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40676 members 
Mstep: Class 5 contains 35547 members 
Mstep: Class 6 contains 8810 members 
Mstep: Class 7 contains 15660 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 107950 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138066 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 21492 members 
Mstep: Class 15 contains 300970 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 39096 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -4.695018e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312909 members 
Mstep: Class 2 contains 30277 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 40672 members 
Mstep: Class 5 contains 35687 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 15643 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 108860 members 
Mstep: Class 10 contains 1747 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 137926 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 21474 members 
Mstep: Class 15 contains 298016 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 48099 members 
Mstep: Class 19 contains 39170 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 20 clusters Score -4.695066e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314861 members 
Mstep: Class 2 contains 30140 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 40669 members 
Mstep: Class 5 contains 35829 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 109892 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 137960 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 21447 members 
Mstep: Class 15 contains 295108 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47977 members 
Mstep: Class 19 contains 39218 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -4.695092e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 316293 members 
Mstep: Class 2 contains 30008 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40669 members 
Mstep: Class 5 contains 35968 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 111015 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138127 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 21423 members 
Mstep: Class 15 contains 292487 members 
Mstep: Class 16 contains 8075 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47857 members 
Mstep: Class 19 contains 39273 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -4.695121e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 317296 members 
Mstep: Class 2 contains 29893 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40662 members 
Mstep: Class 5 contains 36085 members 
Mstep: Class 6 contains 8799 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 112156 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138443 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 21391 members 
Mstep: Class 15 contains 290064 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47752 members 
Mstep: Class 19 contains 39373 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -4.695202e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 317904 members 
Mstep: Class 2 contains 29782 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40663 members 
Mstep: Class 5 contains 36194 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 113291 members 
Mstep: Class 10 contains 1759 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 138898 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 21351 members 
Mstep: Class 15 contains 287893 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47683 members 
Mstep: Class 19 contains 39459 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -4.695252e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 318108 members 
Mstep: Class 2 contains 29681 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40670 members 
Mstep: Class 5 contains 36282 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 114417 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 139468 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 21313 members 
Mstep: Class 15 contains 285964 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 39580 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -4.695264e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 317920 members 
Mstep: Class 2 contains 29591 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40662 members 
Mstep: Class 5 contains 36371 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 115593 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 140208 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 21284 members 
Mstep: Class 15 contains 284208 members 
Mstep: Class 16 contains 8127 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 19 contains 39703 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -4.695305e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 317438 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40658 members 
Mstep: Class 5 contains 36448 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 4607 members 
Mstep: Class 9 contains 116677 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 141129 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 21258 members 
Mstep: Class 15 contains 282654 members 
Mstep: Class 16 contains 8144 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 19 contains 39809 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -4.695327e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 316765 members 
Mstep: Class 2 contains 29439 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40636 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 117687 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 142134 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 21238 members 
Mstep: Class 15 contains 281321 members 
Mstep: Class 16 contains 8155 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47445 members 
Mstep: Class 19 contains 39902 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -4.69535e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315935 members 
Mstep: Class 2 contains 29354 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 40610 members 
Mstep: Class 5 contains 36585 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 118626 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 143171 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 21206 members 
Mstep: Class 15 contains 280172 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47397 members 
Mstep: Class 19 contains 40023 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -4.695364e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314993 members 
Mstep: Class 2 contains 29270 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40598 members 
Mstep: Class 5 contains 36649 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 15594 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 119465 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 144274 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 21184 members 
Mstep: Class 15 contains 279156 members 
Mstep: Class 16 contains 8184 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47348 members 
Mstep: Class 19 contains 40125 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -4.695383e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313883 members 
Mstep: Class 2 contains 29193 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40579 members 
Mstep: Class 5 contains 36701 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 4617 members 
Mstep: Class 9 contains 120250 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 145416 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 21159 members 
Mstep: Class 15 contains 278309 members 
Mstep: Class 16 contains 8202 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47295 members 
Mstep: Class 19 contains 40244 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -4.695398e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312752 members 
Mstep: Class 2 contains 29130 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40574 members 
Mstep: Class 5 contains 36723 members 
Mstep: Class 6 contains 8817 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 120948 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 146551 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21145 members 
Mstep: Class 15 contains 277596 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47216 members 
Mstep: Class 19 contains 40366 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -4.695421e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311626 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40570 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 8843 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 121561 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147716 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 21132 members 
Mstep: Class 15 contains 276903 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47128 members 
Mstep: Class 19 contains 40479 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -4.695464e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310514 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40566 members 
Mstep: Class 5 contains 36845 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 122059 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 148838 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 21124 members 
Mstep: Class 15 contains 276358 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 47043 members 
Mstep: Class 19 contains 40598 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -4.6955e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309397 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40565 members 
Mstep: Class 5 contains 36906 members 
Mstep: Class 6 contains 8884 members 
Mstep: Class 7 contains 15524 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 122410 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 149895 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 21122 members 
Mstep: Class 15 contains 275994 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46987 members 
Mstep: Class 19 contains 40730 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -4.69553e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308194 members 
Mstep: Class 2 contains 28820 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40567 members 
Mstep: Class 5 contains 36954 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 122736 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151023 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 21114 members 
Mstep: Class 15 contains 275670 members 
Mstep: Class 16 contains 8239 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46929 members 
Mstep: Class 19 contains 40867 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -4.695534e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307005 members 
Mstep: Class 2 contains 28738 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40580 members 
Mstep: Class 5 contains 37004 members 
Mstep: Class 6 contains 8942 members 
Mstep: Class 7 contains 15496 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 122931 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152214 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 21103 members 
Mstep: Class 15 contains 275366 members 
Mstep: Class 16 contains 8244 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46912 members 
Mstep: Class 19 contains 40998 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -4.695538e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305719 members 
Mstep: Class 2 contains 28658 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40579 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 8961 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 123064 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153387 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21093 members 
Mstep: Class 15 contains 275250 members 
Mstep: Class 16 contains 8248 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46903 members 
Mstep: Class 19 contains 41133 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -4.695542e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304417 members 
Mstep: Class 2 contains 28577 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 37125 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 15460 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 123132 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154558 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21084 members 
Mstep: Class 15 contains 275174 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 41284 members 
Entering Unmasked Estep 
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Iteration 230Q: 20 clusters Score -4.695541e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303169 members 
Mstep: Class 2 contains 28500 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40576 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 15431 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 123082 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 155722 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21067 members 
Mstep: Class 15 contains 275195 members 
Mstep: Class 16 contains 8256 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46897 members 
Mstep: Class 19 contains 41430 members 
Entering Unmasked Estep 
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Iteration 231Q: 20 clusters Score -4.69557e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301791 members 
Mstep: Class 2 contains 28433 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40567 members 
Mstep: Class 5 contains 37227 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 15403 members 
Mstep: Class 8 contains 4702 members 
Mstep: Class 9 contains 123000 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 156856 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21050 members 
Mstep: Class 15 contains 275445 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 41567 members 
Entering Unmasked Estep 
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Iteration 232Q: 20 clusters Score -4.695592e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300500 members 
Mstep: Class 2 contains 28357 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40557 members 
Mstep: Class 5 contains 37291 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 15380 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 122803 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 157979 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 275717 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 41690 members 
Entering Unmasked Estep 
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Iteration 233Q: 20 clusters Score -4.695633e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 299270 members 
Mstep: Class 2 contains 28283 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40551 members 
Mstep: Class 5 contains 37359 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 4732 members 
Mstep: Class 9 contains 122556 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 159095 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21017 members 
Mstep: Class 15 contains 275971 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 41831 members 
Entering Unmasked Estep 
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Iteration 234Q: 20 clusters Score -4.695647e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 297998 members 
Mstep: Class 2 contains 28212 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40531 members 
Mstep: Class 5 contains 37422 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 15328 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 122234 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 160185 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21010 members 
Mstep: Class 15 contains 276316 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46883 members 
Mstep: Class 19 contains 42026 members 
Entering Unmasked Estep 
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Iteration 235Q: 20 clusters Score -4.695682e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 296690 members 
Mstep: Class 2 contains 28149 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40526 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 15322 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 121800 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 161234 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 276821 members 
Mstep: Class 16 contains 8285 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 42235 members 
Entering Unmasked Estep 
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Iteration 236Q: 20 clusters Score -4.695662e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295370 members 
Mstep: Class 2 contains 28085 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40514 members 
Mstep: Class 5 contains 37510 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 121257 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 162289 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20993 members 
Mstep: Class 15 contains 277437 members 
Mstep: Class 16 contains 8285 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46904 members 
Mstep: Class 19 contains 42432 members 
Entering Unmasked Estep 
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Iteration 237Q: 20 clusters Score -4.695685e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294034 members 
Mstep: Class 2 contains 28031 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40522 members 
Mstep: Class 5 contains 37550 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 15303 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 120640 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 163317 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20993 members 
Mstep: Class 15 contains 278110 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 42655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957236.000000 Penalty: 12038.316406
Iteration 238Q: 20 clusters Score -4.695724e+07 nChanged 4731
Entering ConstructFrom: 
Score: -46957236.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (292663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292663 members 
Entering Unmasked Estep 
Score: -12971003.000000 Penalty: 572.698364
	Iteration 0F: 2 clusters Score -1.2971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146478 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -12771469.000000 Penalty: 1145.396729
	Iteration 0F: 3 clusters Score -1.277147e+07 nChanged 144356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -12861402.000000 Penalty: 1145.396729
	Iteration 1F: 3 clusters Score -1.28614e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170884 members 
Mstep: Class 2 contains 121779 members 
Entering Unmasked Estep 
Score: -12864991.000000 Penalty: 1145.396729
	Iteration 2Q: 3 clusters Score -1.286499e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -12871404.000000 Penalty: 1145.396729
	Iteration 3Q: 3 clusters Score -1.28714e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200953 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -12883397.000000 Penalty: 1145.396729
	Iteration 4F: 3 clusters Score -1.28834e+07 nChanged 23389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223878 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -12902902.000000 Penalty: 1145.396729
	Iteration 5F: 3 clusters Score -1.29029e+07 nChanged 24683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248449 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -12926922.000000 Penalty: 1145.396729
	Iteration 6F: 3 clusters Score -1.292692e+07 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268642 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -12947540.000000 Penalty: 1145.396729
	Iteration 7F: 3 clusters Score -1.294754e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281261 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -12960141.000000 Penalty: 1145.396729
	Iteration 8Q: 3 clusters Score -1.296014e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287547 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -12966372.000000 Penalty: 1145.396729
	Iteration 9Q: 3 clusters Score -1.296637e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290424 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12968835.000000 Penalty: 1145.396729
	Iteration 10Q: 3 clusters Score -1.296884e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291674 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12969857.000000 Penalty: 1145.396729
	Iteration 11Q: 3 clusters Score -1.296986e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12970294.000000 Penalty: 1145.396729
	Iteration 12Q: 3 clusters Score -1.297029e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292439 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12970392.000000 Penalty: 1145.396729
	Iteration 13Q: 3 clusters Score -1.297039e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292513 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12970436.000000 Penalty: 1145.396729
	Iteration 14Q: 3 clusters Score -1.297044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292545 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12970480.000000 Penalty: 1145.396729
	Iteration 15Q: 3 clusters Score -1.297048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292558 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12970486.000000 Penalty: 1145.396729
	Iteration 16Q: 3 clusters Score -1.297049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292560 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12970503.000000 Penalty: 1145.396729
	Iteration 17Q: 3 clusters Score -1.29705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292560 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12970510.000000 Penalty: 1145.396729
	Iteration 18Q: 3 clusters Score -1.297051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292561 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12970512.000000 Penalty: 1145.396729
	Iteration 19Q: 3 clusters Score -1.297051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292562 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12970515.000000 Penalty: 1145.396729
	Iteration 20F: 3 clusters Score -1.297052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292561 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12970516.000000 Penalty: 1145.396729
	Iteration 21Q: 3 clusters Score -1.297052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292561 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12970516.000000 Penalty: 1145.396729
	Iteration 22F: 3 clusters Score -1.297052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Entering Unmasked Estep 
Score: -1204669.250000 Penalty: 465.874268
	Iteration 0F: 2 clusters Score -1204669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1185924.000000 Penalty: 931.748535
	Iteration 0F: 3 clusters Score -1185924 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1194332.375000 Penalty: 931.748535
	Iteration 1F: 3 clusters Score -1194332 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1195609.625000 Penalty: 931.748535
	Iteration 2F: 3 clusters Score -1195610 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1197608.750000 Penalty: 931.748535
	Iteration 3F: 3 clusters Score -1197609 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -1200020.500000 Penalty: 931.748535
	Iteration 4F: 3 clusters Score -1200020 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -1202087.750000 Penalty: 931.748535
	Iteration 5F: 3 clusters Score -1202088 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -1203471.375000 Penalty: 931.748535
	Iteration 6Q: 3 clusters Score -1203471 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1203943.000000 Penalty: 931.748535
	Iteration 7Q: 3 clusters Score -1203943 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -1204072.375000 Penalty: 931.748535
	Iteration 8Q: 3 clusters Score -1204072 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -1204122.375000 Penalty: 931.748535
	Iteration 9Q: 3 clusters Score -1204122 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -1204153.625000 Penalty: 931.748535
	Iteration 10Q: 3 clusters Score -1204154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1204170.125000 Penalty: 931.748535
	Iteration 11Q: 3 clusters Score -1204170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -1204185.375000 Penalty: 931.748535
	Iteration 12Q: 3 clusters Score -1204185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -1204187.875000 Penalty: 931.748535
	Iteration 13Q: 3 clusters Score -1204188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -1204195.375000 Penalty: 931.748535
	Iteration 14Q: 3 clusters Score -1204195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -1204198.000000 Penalty: 931.748535
	Iteration 15Q: 3 clusters Score -1204198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -1204204.000000 Penalty: 931.748535
	Iteration 16Q: 3 clusters Score -1204204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1204208.125000 Penalty: 931.748535
	Iteration 17Q: 3 clusters Score -1204208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1204215.750000 Penalty: 931.748535
	Iteration 18Q: 3 clusters Score -1204216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -1204219.125000 Penalty: 931.748535
	Iteration 19Q: 3 clusters Score -1204219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -1204219.125000 Penalty: 931.748535
	Iteration 20F: 3 clusters Score -1204219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -1204222.000000 Penalty: 931.748535
	Iteration 21Q: 3 clusters Score -1204222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1204221.375000 Penalty: 931.748535
	Iteration 22Q: 3 clusters Score -1204221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -1204225.000000 Penalty: 931.748535
	Iteration 23Q: 3 clusters Score -1204225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -1204226.500000 Penalty: 931.748535
	Iteration 24Q: 3 clusters Score -1204226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -1204226.625000 Penalty: 931.748535
	Iteration 25Q: 3 clusters Score -1204227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -1204230.625000 Penalty: 931.748535
	Iteration 26Q: 3 clusters Score -1204231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -1204232.125000 Penalty: 931.748535
	Iteration 27Q: 3 clusters Score -1204232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -1204230.875000 Penalty: 931.748535
	Iteration 28Q: 3 clusters Score -1204231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1204231.500000 Penalty: 931.748535
	Iteration 29Q: 3 clusters Score -1204232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1204233.625000 Penalty: 931.748535
	Iteration 30Q: 3 clusters Score -1204234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -1204233.000000 Penalty: 931.748535
	Iteration 31Q: 3 clusters Score -1204233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1204231.750000 Penalty: 931.748535
	Iteration 32Q: 3 clusters Score -1204232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1204233.875000 Penalty: 931.748535
	Iteration 33Q: 3 clusters Score -1204234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1204234.250000 Penalty: 931.748535
	Iteration 34Q: 3 clusters Score -1204234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1204234.250000 Penalty: 931.748535
	Iteration 35F: 3 clusters Score -1204234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -34261.062500 Penalty: 311.632507
	Iteration 0F: 2 clusters Score -34261.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -33526.417969 Penalty: 623.265015
	Iteration 0F: 3 clusters Score -33526.42 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -33807.933594 Penalty: 623.265015
	Iteration 1F: 3 clusters Score -33807.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -33877.148438 Penalty: 623.265015
	Iteration 2F: 3 clusters Score -33877.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -33929.515625 Penalty: 623.265015
	Iteration 3F: 3 clusters Score -33929.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -33975.277344 Penalty: 623.265015
	Iteration 4F: 3 clusters Score -33975.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34014.765625 Penalty: 623.265015
	Iteration 5Q: 3 clusters Score -34014.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -34040.808594 Penalty: 623.265015
	Iteration 6Q: 3 clusters Score -34040.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -34068.386719 Penalty: 623.265015
	Iteration 7Q: 3 clusters Score -34068.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -34088.453125 Penalty: 623.265015
	Iteration 8Q: 3 clusters Score -34088.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34101.750000 Penalty: 623.265015
	Iteration 9Q: 3 clusters Score -34101.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34119.582031 Penalty: 623.265015
	Iteration 10Q: 3 clusters Score -34119.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -34154.582031 Penalty: 623.265015
	Iteration 11Q: 3 clusters Score -34154.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -34183.156250 Penalty: 623.265015
	Iteration 12Q: 3 clusters Score -34183.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34199.078125 Penalty: 623.265015
	Iteration 13Q: 3 clusters Score -34199.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -34209.160156 Penalty: 623.265015
	Iteration 14Q: 3 clusters Score -34209.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34210.367188 Penalty: 623.265015
	Iteration 15Q: 3 clusters Score -34210.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34211.605469 Penalty: 623.265015
	Iteration 16Q: 3 clusters Score -34211.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -34212.742188 Penalty: 623.265015
	Iteration 17Q: 3 clusters Score -34212.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -34213.265625 Penalty: 623.265015
	Iteration 18Q: 3 clusters Score -34213.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -34213.265625 Penalty: 623.265015
	Iteration 19F: 3 clusters Score -34213.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Entering Unmasked Estep 
Score: -1642881.125000 Penalty: 482.730072
	Iteration 0F: 2 clusters Score -1642881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1615778.000000 Penalty: 965.460144
	Iteration 0F: 3 clusters Score -1615778 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1627933.375000 Penalty: 965.460144
	Iteration 1F: 3 clusters Score -1627933 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1629227.750000 Penalty: 965.460144
	Iteration 2F: 3 clusters Score -1629228 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -1630774.500000 Penalty: 965.460144
	Iteration 3F: 3 clusters Score -1630774 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -1632514.375000 Penalty: 965.460144
	Iteration 4F: 3 clusters Score -1632514 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -1634511.625000 Penalty: 965.460144
	Iteration 5F: 3 clusters Score -1634512 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -1636794.125000 Penalty: 965.460144
	Iteration 6F: 3 clusters Score -1636794 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -1638431.125000 Penalty: 965.460144
	Iteration 7Q: 3 clusters Score -1638431 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -1639103.000000 Penalty: 965.460144
	Iteration 8Q: 3 clusters Score -1639103 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -1639544.875000 Penalty: 965.460144
	Iteration 9Q: 3 clusters Score -1639545 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -1639941.000000 Penalty: 965.460144
	Iteration 10Q: 3 clusters Score -1639941 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -1640304.375000 Penalty: 965.460144
	Iteration 11Q: 3 clusters Score -1640304 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -1640616.000000 Penalty: 965.460144
	Iteration 12Q: 3 clusters Score -1640616 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -1640870.250000 Penalty: 965.460144
	Iteration 13Q: 3 clusters Score -1640870 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -1641136.125000 Penalty: 965.460144
	Iteration 14Q: 3 clusters Score -1641136 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -1641354.500000 Penalty: 965.460144
	Iteration 15Q: 3 clusters Score -1641354 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -1641526.250000 Penalty: 965.460144
	Iteration 16Q: 3 clusters Score -1641526 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -1641688.625000 Penalty: 965.460144
	Iteration 17Q: 3 clusters Score -1641689 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -1641833.125000 Penalty: 965.460144
	Iteration 18Q: 3 clusters Score -1641833 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -1641949.500000 Penalty: 965.460144
	Iteration 19Q: 3 clusters Score -1641950 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -1642058.125000 Penalty: 965.460144
	Iteration 20F: 3 clusters Score -1642058 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -1642166.250000 Penalty: 965.460144
	Iteration 21Q: 3 clusters Score -1642166 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -1642240.500000 Penalty: 965.460144
	Iteration 22Q: 3 clusters Score -1642240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -1642308.875000 Penalty: 965.460144
	Iteration 23Q: 3 clusters Score -1642309 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -1642359.375000 Penalty: 965.460144
	Iteration 24Q: 3 clusters Score -1642359 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -1642410.750000 Penalty: 965.460144
	Iteration 25Q: 3 clusters Score -1642411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -1642447.500000 Penalty: 965.460144
	Iteration 26Q: 3 clusters Score -1642448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -1642475.625000 Penalty: 965.460144
	Iteration 27Q: 3 clusters Score -1642476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -1642499.000000 Penalty: 965.460144
	Iteration 28Q: 3 clusters Score -1642499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -1642528.875000 Penalty: 965.460144
	Iteration 29Q: 3 clusters Score -1642529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -1642547.750000 Penalty: 965.460144
	Iteration 30Q: 3 clusters Score -1642548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -1642559.000000 Penalty: 965.460144
	Iteration 31Q: 3 clusters Score -1642559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -1642571.875000 Penalty: 965.460144
	Iteration 32Q: 3 clusters Score -1642572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -1642583.000000 Penalty: 965.460144
	Iteration 33Q: 3 clusters Score -1642583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -1642598.875000 Penalty: 965.460144
	Iteration 34Q: 3 clusters Score -1642599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -1642610.625000 Penalty: 965.460144
	Iteration 35Q: 3 clusters Score -1642611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -1642621.625000 Penalty: 965.460144
	Iteration 36Q: 3 clusters Score -1642622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -1642629.375000 Penalty: 965.460144
	Iteration 37Q: 3 clusters Score -1642629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -1642637.000000 Penalty: 965.460144
	Iteration 38Q: 3 clusters Score -1642637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -1642645.500000 Penalty: 965.460144
	Iteration 39Q: 3 clusters Score -1642646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -1642643.875000 Penalty: 965.460144
	Iteration 40F: 3 clusters Score -1642644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -1642650.125000 Penalty: 965.460144
	Iteration 41Q: 3 clusters Score -1642650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -1642656.750000 Penalty: 965.460144
	Iteration 42Q: 3 clusters Score -1642657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -1642654.625000 Penalty: 965.460144
	Iteration 43Q: 3 clusters Score -1642655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -1642659.875000 Penalty: 965.460144
	Iteration 44Q: 3 clusters Score -1642660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -1642664.250000 Penalty: 965.460144
	Iteration 45Q: 3 clusters Score -1642664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -1642674.750000 Penalty: 965.460144
	Iteration 46Q: 3 clusters Score -1642675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -1642678.375000 Penalty: 965.460144
	Iteration 47Q: 3 clusters Score -1642678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -1642682.125000 Penalty: 965.460144
	Iteration 48Q: 3 clusters Score -1642682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -1642684.625000 Penalty: 965.460144
	Iteration 49Q: 3 clusters Score -1642685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -1642688.750000 Penalty: 965.460144
	Iteration 50Q: 3 clusters Score -1642689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -1642684.625000 Penalty: 965.460144
	Iteration 51Q: 3 clusters Score -1642685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -1642685.625000 Penalty: 965.460144
	Iteration 52Q: 3 clusters Score -1642686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -1642689.500000 Penalty: 965.460144
	Iteration 53Q: 3 clusters Score -1642690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -1642692.625000 Penalty: 965.460144
	Iteration 54Q: 3 clusters Score -1642693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -1642695.000000 Penalty: 965.460144
	Iteration 55Q: 3 clusters Score -1642695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -1642695.125000 Penalty: 965.460144
	Iteration 56Q: 3 clusters Score -1642695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -1642695.750000 Penalty: 965.460144
	Iteration 57Q: 3 clusters Score -1642696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -1642695.875000 Penalty: 965.460144
	Iteration 58Q: 3 clusters Score -1642696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -1642695.500000 Penalty: 965.460144
	Iteration 59Q: 3 clusters Score -1642696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -1642695.875000 Penalty: 965.460144
	Iteration 60F: 3 clusters Score -1642696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -1642696.500000 Penalty: 965.460144
	Iteration 61Q: 3 clusters Score -1642696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -1642699.375000 Penalty: 965.460144
	Iteration 62Q: 3 clusters Score -1642699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -1642696.500000 Penalty: 965.460144
	Iteration 63Q: 3 clusters Score -1642696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -1642696.375000 Penalty: 965.460144
	Iteration 64Q: 3 clusters Score -1642696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -1642695.125000 Penalty: 965.460144
	Iteration 65Q: 3 clusters Score -1642695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -1642695.750000 Penalty: 965.460144
	Iteration 66Q: 3 clusters Score -1642696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -1642695.875000 Penalty: 965.460144
	Iteration 67Q: 3 clusters Score -1642696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -1642695.625000 Penalty: 965.460144
	Iteration 68Q: 3 clusters Score -1642696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -1642698.125000 Penalty: 965.460144
	Iteration 69Q: 3 clusters Score -1642698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -1642698.125000 Penalty: 965.460144
	Iteration 70F: 3 clusters Score -1642698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Entering Unmasked Estep 
Score: -1660528.875000 Penalty: 479.324280
	Iteration 0F: 2 clusters Score -1660529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1635364.625000 Penalty: 958.648560
	Iteration 0F: 3 clusters Score -1635365 nChanged 18065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1646316.125000 Penalty: 958.648560
	Iteration 1F: 3 clusters Score -1646316 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -1647529.125000 Penalty: 958.648560
	Iteration 2F: 3 clusters Score -1647529 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -1649645.875000 Penalty: 958.648560
	Iteration 3F: 3 clusters Score -1649646 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -1652769.750000 Penalty: 958.648560
	Iteration 4F: 3 clusters Score -1652770 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -1656014.000000 Penalty: 958.648560
	Iteration 5F: 3 clusters Score -1656014 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -1658156.250000 Penalty: 958.648560
	Iteration 6F: 3 clusters Score -1658156 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -1659281.250000 Penalty: 958.648560
	Iteration 7Q: 3 clusters Score -1659281 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -1659805.125000 Penalty: 958.648560
	Iteration 8Q: 3 clusters Score -1659805 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -1660038.750000 Penalty: 958.648560
	Iteration 9Q: 3 clusters Score -1660039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -1660117.625000 Penalty: 958.648560
	Iteration 10Q: 3 clusters Score -1660118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -1660151.125000 Penalty: 958.648560
	Iteration 11Q: 3 clusters Score -1660151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -1660174.500000 Penalty: 958.648560
	Iteration 12Q: 3 clusters Score -1660174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -1660185.125000 Penalty: 958.648560
	Iteration 13Q: 3 clusters Score -1660185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -1660193.125000 Penalty: 958.648560
	Iteration 14Q: 3 clusters Score -1660193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -1660196.375000 Penalty: 958.648560
	Iteration 15Q: 3 clusters Score -1660196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -1660200.875000 Penalty: 958.648560
	Iteration 16Q: 3 clusters Score -1660201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -1660203.750000 Penalty: 958.648560
	Iteration 17Q: 3 clusters Score -1660204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -1660202.000000 Penalty: 958.648560
	Iteration 18Q: 3 clusters Score -1660202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -1660204.000000 Penalty: 958.648560
	Iteration 19Q: 3 clusters Score -1660204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -1660202.625000 Penalty: 958.648560
	Iteration 20F: 3 clusters Score -1660203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -1660204.500000 Penalty: 958.648560
	Iteration 21Q: 3 clusters Score -1660204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -1660205.125000 Penalty: 958.648560
	Iteration 22Q: 3 clusters Score -1660205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -1660205.125000 Penalty: 958.648560
	Iteration 23F: 3 clusters Score -1660205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -396759.375000 Penalty: 414.963989
	Iteration 0F: 2 clusters Score -396759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -390627.218750 Penalty: 829.927979
	Iteration 0F: 3 clusters Score -390627.2 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -393404.781250 Penalty: 829.927979
	Iteration 1F: 3 clusters Score -393404.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -394076.468750 Penalty: 829.927979
	Iteration 2F: 3 clusters Score -394076.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -394859.406250 Penalty: 829.927979
	Iteration 3F: 3 clusters Score -394859.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -395418.187500 Penalty: 829.927979
	Iteration 4F: 3 clusters Score -395418.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -395663.625000 Penalty: 829.927979
	Iteration 5F: 3 clusters Score -395663.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -395743.312500 Penalty: 829.927979
	Iteration 6Q: 3 clusters Score -395743.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -395778.187500 Penalty: 829.927979
	Iteration 7Q: 3 clusters Score -395778.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -395805.687500 Penalty: 829.927979
	Iteration 8Q: 3 clusters Score -395805.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -395824.468750 Penalty: 829.927979
	Iteration 9Q: 3 clusters Score -395824.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -395835.406250 Penalty: 829.927979
	Iteration 10Q: 3 clusters Score -395835.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -395849.625000 Penalty: 829.927979
	Iteration 11Q: 3 clusters Score -395849.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -395862.406250 Penalty: 829.927979
	Iteration 12Q: 3 clusters Score -395862.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -395873.281250 Penalty: 829.927979
	Iteration 13Q: 3 clusters Score -395873.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -395882.781250 Penalty: 829.927979
	Iteration 14Q: 3 clusters Score -395882.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -395889.156250 Penalty: 829.927979
	Iteration 15Q: 3 clusters Score -395889.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -395894.437500 Penalty: 829.927979
	Iteration 16Q: 3 clusters Score -395894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -395900.093750 Penalty: 829.927979
	Iteration 17Q: 3 clusters Score -395900.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -395903.843750 Penalty: 829.927979
	Iteration 18Q: 3 clusters Score -395903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -395906.031250 Penalty: 829.927979
	Iteration 19Q: 3 clusters Score -395906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -395910.000000 Penalty: 829.927979
	Iteration 20F: 3 clusters Score -395910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -395915.281250 Penalty: 829.927979
	Iteration 21Q: 3 clusters Score -395915.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -395920.406250 Penalty: 829.927979
	Iteration 22Q: 3 clusters Score -395920.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -395927.718750 Penalty: 829.927979
	Iteration 23Q: 3 clusters Score -395927.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -395931.750000 Penalty: 829.927979
	Iteration 24Q: 3 clusters Score -395931.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -395937.312500 Penalty: 829.927979
	Iteration 25Q: 3 clusters Score -395937.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -395940.375000 Penalty: 829.927979
	Iteration 26Q: 3 clusters Score -395940.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -395944.343750 Penalty: 829.927979
	Iteration 27Q: 3 clusters Score -395944.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -395951.500000 Penalty: 829.927979
	Iteration 28Q: 3 clusters Score -395951.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -395957.937500 Penalty: 829.927979
	Iteration 29Q: 3 clusters Score -395957.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -395967.250000 Penalty: 829.927979
	Iteration 30Q: 3 clusters Score -395967.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -395975.437500 Penalty: 829.927979
	Iteration 31Q: 3 clusters Score -395975.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -395985.250000 Penalty: 829.927979
	Iteration 32Q: 3 clusters Score -395985.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -395999.218750 Penalty: 829.927979
	Iteration 33Q: 3 clusters Score -395999.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -396014.000000 Penalty: 829.927979
	Iteration 34Q: 3 clusters Score -396014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -396030.375000 Penalty: 829.927979
	Iteration 35Q: 3 clusters Score -396030.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -396050.843750 Penalty: 829.927979
	Iteration 36Q: 3 clusters Score -396050.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -396070.437500 Penalty: 829.927979
	Iteration 37Q: 3 clusters Score -396070.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -396096.781250 Penalty: 829.927979
	Iteration 38Q: 3 clusters Score -396096.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -396130.468750 Penalty: 829.927979
	Iteration 39Q: 3 clusters Score -396130.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -396171.562500 Penalty: 829.927979
	Iteration 40F: 3 clusters Score -396171.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -396215.281250 Penalty: 829.927979
	Iteration 41Q: 3 clusters Score -396215.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -396276.750000 Penalty: 829.927979
	Iteration 42Q: 3 clusters Score -396276.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -396339.187500 Penalty: 829.927979
	Iteration 43Q: 3 clusters Score -396339.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -396397.593750 Penalty: 829.927979
	Iteration 44Q: 3 clusters Score -396397.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -396444.687500 Penalty: 829.927979
	Iteration 45Q: 3 clusters Score -396444.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -396473.375000 Penalty: 829.927979
	Iteration 46Q: 3 clusters Score -396473.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -396505.125000 Penalty: 829.927979
	Iteration 47Q: 3 clusters Score -396505.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -396538.500000 Penalty: 829.927979
	Iteration 48Q: 3 clusters Score -396538.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -396559.906250 Penalty: 829.927979
	Iteration 49Q: 3 clusters Score -396559.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -396574.750000 Penalty: 829.927979
	Iteration 50Q: 3 clusters Score -396574.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -396582.625000 Penalty: 829.927979
	Iteration 51Q: 3 clusters Score -396582.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -396588.375000 Penalty: 829.927979
	Iteration 52Q: 3 clusters Score -396588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -396590.750000 Penalty: 829.927979
	Iteration 53Q: 3 clusters Score -396590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -396591.125000 Penalty: 829.927979
	Iteration 54Q: 3 clusters Score -396591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -396592.468750 Penalty: 829.927979
	Iteration 55Q: 3 clusters Score -396592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -396593.437500 Penalty: 829.927979
	Iteration 56Q: 3 clusters Score -396593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -396595.093750 Penalty: 829.927979
	Iteration 57Q: 3 clusters Score -396595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -396596.781250 Penalty: 829.927979
	Iteration 58Q: 3 clusters Score -396596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -396597.562500 Penalty: 829.927979
	Iteration 59Q: 3 clusters Score -396597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -396598.312500 Penalty: 829.927979
	Iteration 60F: 3 clusters Score -396598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -396598.343750 Penalty: 829.927979
	Iteration 61Q: 3 clusters Score -396598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -396598.437500 Penalty: 829.927979
	Iteration 62Q: 3 clusters Score -396598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -396599.000000 Penalty: 829.927979
	Iteration 63Q: 3 clusters Score -396599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -396598.812500 Penalty: 829.927979
	Iteration 64Q: 3 clusters Score -396598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -396598.500000 Penalty: 829.927979
	Iteration 65Q: 3 clusters Score -396598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -396598.593750 Penalty: 829.927979
	Iteration 66Q: 3 clusters Score -396598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -396598.593750 Penalty: 829.927979
	Iteration 67F: 3 clusters Score -396598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Entering Unmasked Estep 
Score: -664485.500000 Penalty: 438.411255
	Iteration 0F: 2 clusters Score -664485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -654159.562500 Penalty: 876.822510
	Iteration 0F: 3 clusters Score -654159.6 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -658511.187500 Penalty: 876.822510
	Iteration 1F: 3 clusters Score -658511.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -658793.375000 Penalty: 876.822510
	Iteration 2F: 3 clusters Score -658793.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -659153.437500 Penalty: 876.822510
	Iteration 3F: 3 clusters Score -659153.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -659685.937500 Penalty: 876.822510
	Iteration 4F: 3 clusters Score -659685.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -660472.625000 Penalty: 876.822510
	Iteration 5F: 3 clusters Score -660472.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -661389.562500 Penalty: 876.822510
	Iteration 6F: 3 clusters Score -661389.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -661957.312500 Penalty: 876.822510
	Iteration 7Q: 3 clusters Score -661957.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -662232.312500 Penalty: 876.822510
	Iteration 8Q: 3 clusters Score -662232.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -662411.875000 Penalty: 876.822510
	Iteration 9Q: 3 clusters Score -662411.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -662575.062500 Penalty: 876.822510
	Iteration 10Q: 3 clusters Score -662575.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -662729.625000 Penalty: 876.822510
	Iteration 11Q: 3 clusters Score -662729.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -662875.250000 Penalty: 876.822510
	Iteration 12Q: 3 clusters Score -662875.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -663005.250000 Penalty: 876.822510
	Iteration 13Q: 3 clusters Score -663005.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -663129.500000 Penalty: 876.822510
	Iteration 14Q: 3 clusters Score -663129.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -663238.750000 Penalty: 876.822510
	Iteration 15Q: 3 clusters Score -663238.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -663350.062500 Penalty: 876.822510
	Iteration 16Q: 3 clusters Score -663350.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -663453.062500 Penalty: 876.822510
	Iteration 17Q: 3 clusters Score -663453.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -663574.500000 Penalty: 876.822510
	Iteration 18Q: 3 clusters Score -663574.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -663696.187500 Penalty: 876.822510
	Iteration 19Q: 3 clusters Score -663696.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -663795.562500 Penalty: 876.822510
	Iteration 20F: 3 clusters Score -663795.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -663883.875000 Penalty: 876.822510
	Iteration 21Q: 3 clusters Score -663883.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -663942.187500 Penalty: 876.822510
	Iteration 22Q: 3 clusters Score -663942.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -663982.062500 Penalty: 876.822510
	Iteration 23Q: 3 clusters Score -663982.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -664013.875000 Penalty: 876.822510
	Iteration 24Q: 3 clusters Score -664013.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -664044.937500 Penalty: 876.822510
	Iteration 25Q: 3 clusters Score -664044.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -664062.062500 Penalty: 876.822510
	Iteration 26Q: 3 clusters Score -664062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -664071.750000 Penalty: 876.822510
	Iteration 27Q: 3 clusters Score -664071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -664076.125000 Penalty: 876.822510
	Iteration 28Q: 3 clusters Score -664076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -664078.625000 Penalty: 876.822510
	Iteration 29Q: 3 clusters Score -664078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -664085.062500 Penalty: 876.822510
	Iteration 30Q: 3 clusters Score -664085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -664094.437500 Penalty: 876.822510
	Iteration 31Q: 3 clusters Score -664094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -664099.937500 Penalty: 876.822510
	Iteration 32Q: 3 clusters Score -664099.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -664110.375000 Penalty: 876.822510
	Iteration 33Q: 3 clusters Score -664110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -664115.750000 Penalty: 876.822510
	Iteration 34Q: 3 clusters Score -664115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -664122.062500 Penalty: 876.822510
	Iteration 35Q: 3 clusters Score -664122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -664127.687500 Penalty: 876.822510
	Iteration 36Q: 3 clusters Score -664127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -664131.125000 Penalty: 876.822510
	Iteration 37Q: 3 clusters Score -664131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -664131.375000 Penalty: 876.822510
	Iteration 38Q: 3 clusters Score -664131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -664132.375000 Penalty: 876.822510
	Iteration 39Q: 3 clusters Score -664132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -664132.062500 Penalty: 876.822510
	Iteration 40F: 3 clusters Score -664132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -200033.937500 Penalty: 385.284546
	Iteration 0F: 2 clusters Score -200033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -196834.718750 Penalty: 770.569092
	Iteration 0F: 3 clusters Score -196834.7 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -198041.203125 Penalty: 770.569092
	Iteration 1F: 3 clusters Score -198041.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -198175.156250 Penalty: 770.569092
	Iteration 2F: 3 clusters Score -198175.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -198315.046875 Penalty: 770.569092
	Iteration 3F: 3 clusters Score -198315 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -198457.375000 Penalty: 770.569092
	Iteration 4F: 3 clusters Score -198457.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -198620.500000 Penalty: 770.569092
	Iteration 5F: 3 clusters Score -198620.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -198825.015625 Penalty: 770.569092
	Iteration 6F: 3 clusters Score -198825 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -199033.156250 Penalty: 770.569092
	Iteration 7F: 3 clusters Score -199033.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -199212.906250 Penalty: 770.569092
	Iteration 8F: 3 clusters Score -199212.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -199331.140625 Penalty: 770.569092
	Iteration 9Q: 3 clusters Score -199331.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -199409.812500 Penalty: 770.569092
	Iteration 10Q: 3 clusters Score -199409.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -199471.765625 Penalty: 770.569092
	Iteration 11Q: 3 clusters Score -199471.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -199525.187500 Penalty: 770.569092
	Iteration 12Q: 3 clusters Score -199525.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -199588.437500 Penalty: 770.569092
	Iteration 13Q: 3 clusters Score -199588.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -199636.453125 Penalty: 770.569092
	Iteration 14Q: 3 clusters Score -199636.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -199671.031250 Penalty: 770.569092
	Iteration 15Q: 3 clusters Score -199671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -199704.296875 Penalty: 770.569092
	Iteration 16Q: 3 clusters Score -199704.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -199726.203125 Penalty: 770.569092
	Iteration 17Q: 3 clusters Score -199726.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -199740.687500 Penalty: 770.569092
	Iteration 18Q: 3 clusters Score -199740.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -199746.218750 Penalty: 770.569092
	Iteration 19Q: 3 clusters Score -199746.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -199753.656250 Penalty: 770.569092
	Iteration 20F: 3 clusters Score -199753.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -199763.390625 Penalty: 770.569092
	Iteration 21Q: 3 clusters Score -199763.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -199771.109375 Penalty: 770.569092
	Iteration 22Q: 3 clusters Score -199771.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -199778.234375 Penalty: 770.569092
	Iteration 23Q: 3 clusters Score -199778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -199785.234375 Penalty: 770.569092
	Iteration 24Q: 3 clusters Score -199785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -199788.765625 Penalty: 770.569092
	Iteration 25Q: 3 clusters Score -199788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -199794.265625 Penalty: 770.569092
	Iteration 26Q: 3 clusters Score -199794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -199800.406250 Penalty: 770.569092
	Iteration 27Q: 3 clusters Score -199800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -199809.578125 Penalty: 770.569092
	Iteration 28Q: 3 clusters Score -199809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -199815.468750 Penalty: 770.569092
	Iteration 29Q: 3 clusters Score -199815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -199821.296875 Penalty: 770.569092
	Iteration 30Q: 3 clusters Score -199821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -199825.531250 Penalty: 770.569092
	Iteration 31Q: 3 clusters Score -199825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -199828.265625 Penalty: 770.569092
	Iteration 32Q: 3 clusters Score -199828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -199831.671875 Penalty: 770.569092
	Iteration 33Q: 3 clusters Score -199831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -199834.375000 Penalty: 770.569092
	Iteration 34Q: 3 clusters Score -199834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -199838.171875 Penalty: 770.569092
	Iteration 35Q: 3 clusters Score -199838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -199841.703125 Penalty: 770.569092
	Iteration 36Q: 3 clusters Score -199841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -199844.578125 Penalty: 770.569092
	Iteration 37Q: 3 clusters Score -199844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -199845.062500 Penalty: 770.569092
	Iteration 38Q: 3 clusters Score -199845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -199846.125000 Penalty: 770.569092
	Iteration 39Q: 3 clusters Score -199846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -199847.375000 Penalty: 770.569092
	Iteration 40F: 3 clusters Score -199847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -199847.453125 Penalty: 770.569092
	Iteration 41Q: 3 clusters Score -199847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -199847.656250 Penalty: 770.569092
	Iteration 42Q: 3 clusters Score -199847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -199847.578125 Penalty: 770.569092
	Iteration 43Q: 3 clusters Score -199847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -199847.578125 Penalty: 770.569092
	Iteration 44F: 3 clusters Score -199847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Entering Unmasked Estep 
Score: -5300051.000000 Penalty: 532.117432
	Iteration 0F: 2 clusters Score -5300051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -5218732.000000 Penalty: 1064.234863
	Iteration 0F: 3 clusters Score -5218732 nChanged 59036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -5257012.000000 Penalty: 1064.234863
	Iteration 1F: 3 clusters Score -5257012 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -5260844.000000 Penalty: 1064.234863
	Iteration 2F: 3 clusters Score -5260844 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -5266901.000000 Penalty: 1064.234863
	Iteration 3F: 3 clusters Score -5266901 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -5274000.500000 Penalty: 1064.234863
	Iteration 4F: 3 clusters Score -5274000 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -5279210.500000 Penalty: 1064.234863
	Iteration 5F: 3 clusters Score -5279210 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -5282062.500000 Penalty: 1064.234863
	Iteration 6Q: 3 clusters Score -5282062 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -5283823.500000 Penalty: 1064.234863
	Iteration 7Q: 3 clusters Score -5283824 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -5285488.500000 Penalty: 1064.234863
	Iteration 8Q: 3 clusters Score -5285488 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -5287174.000000 Penalty: 1064.234863
	Iteration 9Q: 3 clusters Score -5287174 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -5288808.000000 Penalty: 1064.234863
	Iteration 10Q: 3 clusters Score -5288808 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -5290302.000000 Penalty: 1064.234863
	Iteration 11Q: 3 clusters Score -5290302 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 99345 members 
Entering Unmasked Estep 
Score: -5291492.000000 Penalty: 1064.234863
	Iteration 12Q: 3 clusters Score -5291492 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -5292509.500000 Penalty: 1064.234863
	Iteration 13Q: 3 clusters Score -5292510 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -5293378.500000 Penalty: 1064.234863
	Iteration 14Q: 3 clusters Score -5293378 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -5294071.000000 Penalty: 1064.234863
	Iteration 15Q: 3 clusters Score -5294071 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -5294630.000000 Penalty: 1064.234863
	Iteration 16Q: 3 clusters Score -5294630 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -5295078.500000 Penalty: 1064.234863
	Iteration 17Q: 3 clusters Score -5295078 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -5295419.500000 Penalty: 1064.234863
	Iteration 18Q: 3 clusters Score -5295420 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -5295755.000000 Penalty: 1064.234863
	Iteration 19Q: 3 clusters Score -5295755 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -5296083.000000 Penalty: 1064.234863
	Iteration 20F: 3 clusters Score -5296083 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -5296315.000000 Penalty: 1064.234863
	Iteration 21Q: 3 clusters Score -5296315 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -5296570.000000 Penalty: 1064.234863
	Iteration 22Q: 3 clusters Score -5296570 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -5296768.500000 Penalty: 1064.234863
	Iteration 23Q: 3 clusters Score -5296768 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -5296961.500000 Penalty: 1064.234863
	Iteration 24Q: 3 clusters Score -5296962 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -5297148.500000 Penalty: 1064.234863
	Iteration 25Q: 3 clusters Score -5297148 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -5297332.000000 Penalty: 1064.234863
	Iteration 26Q: 3 clusters Score -5297332 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -5297489.500000 Penalty: 1064.234863
	Iteration 27Q: 3 clusters Score -5297490 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -5297640.500000 Penalty: 1064.234863
	Iteration 28Q: 3 clusters Score -5297640 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 113080 members 
Entering Unmasked Estep 
Score: -5297818.500000 Penalty: 1064.234863
	Iteration 29Q: 3 clusters Score -5297818 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -5298022.000000 Penalty: 1064.234863
	Iteration 30Q: 3 clusters Score -5298022 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -5298204.500000 Penalty: 1064.234863
	Iteration 31Q: 3 clusters Score -5298204 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -5298348.500000 Penalty: 1064.234863
	Iteration 32Q: 3 clusters Score -5298348 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -5298494.500000 Penalty: 1064.234863
	Iteration 33Q: 3 clusters Score -5298494 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -5298606.000000 Penalty: 1064.234863
	Iteration 34Q: 3 clusters Score -5298606 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -5298689.000000 Penalty: 1064.234863
	Iteration 35Q: 3 clusters Score -5298689 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -5298770.000000 Penalty: 1064.234863
	Iteration 36Q: 3 clusters Score -5298770 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 116467 members 
Entering Unmasked Estep 
Score: -5298839.000000 Penalty: 1064.234863
	Iteration 37Q: 3 clusters Score -5298839 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -5298901.000000 Penalty: 1064.234863
	Iteration 38Q: 3 clusters Score -5298901 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -5298981.500000 Penalty: 1064.234863
	Iteration 39Q: 3 clusters Score -5298982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -5299051.500000 Penalty: 1064.234863
	Iteration 40F: 3 clusters Score -5299052 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -5299111.500000 Penalty: 1064.234863
	Iteration 41Q: 3 clusters Score -5299112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 117729 members 
Entering Unmasked Estep 
Score: -5299184.500000 Penalty: 1064.234863
	Iteration 42Q: 3 clusters Score -5299184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -5299249.500000 Penalty: 1064.234863
	Iteration 43Q: 3 clusters Score -5299250 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -5299301.000000 Penalty: 1064.234863
	Iteration 44Q: 3 clusters Score -5299301 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -5299333.500000 Penalty: 1064.234863
	Iteration 45Q: 3 clusters Score -5299334 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -5299358.500000 Penalty: 1064.234863
	Iteration 46Q: 3 clusters Score -5299358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -5299402.000000 Penalty: 1064.234863
	Iteration 47Q: 3 clusters Score -5299402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -5299427.000000 Penalty: 1064.234863
	Iteration 48Q: 3 clusters Score -5299427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -5299448.500000 Penalty: 1064.234863
	Iteration 49Q: 3 clusters Score -5299448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -5299488.000000 Penalty: 1064.234863
	Iteration 50Q: 3 clusters Score -5299488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -5299516.000000 Penalty: 1064.234863
	Iteration 51Q: 3 clusters Score -5299516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -5299549.000000 Penalty: 1064.234863
	Iteration 52Q: 3 clusters Score -5299549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -5299579.000000 Penalty: 1064.234863
	Iteration 53Q: 3 clusters Score -5299579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -5299593.000000 Penalty: 1064.234863
	Iteration 54Q: 3 clusters Score -5299593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -5299606.500000 Penalty: 1064.234863
	Iteration 55Q: 3 clusters Score -5299606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -5299607.500000 Penalty: 1064.234863
	Iteration 56Q: 3 clusters Score -5299608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 119144 members 
Entering Unmasked Estep 
Score: -5299608.500000 Penalty: 1064.234863
	Iteration 57Q: 3 clusters Score -5299608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -5299617.500000 Penalty: 1064.234863
	Iteration 58Q: 3 clusters Score -5299618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -5299625.000000 Penalty: 1064.234863
	Iteration 59Q: 3 clusters Score -5299625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -5299626.000000 Penalty: 1064.234863
	Iteration 60F: 3 clusters Score -5299626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -5299641.500000 Penalty: 1064.234863
	Iteration 61Q: 3 clusters Score -5299642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -5299646.500000 Penalty: 1064.234863
	Iteration 62Q: 3 clusters Score -5299646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -5299655.500000 Penalty: 1064.234863
	Iteration 63Q: 3 clusters Score -5299656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -5299657.000000 Penalty: 1064.234863
	Iteration 64Q: 3 clusters Score -5299657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -5299667.000000 Penalty: 1064.234863
	Iteration 65Q: 3 clusters Score -5299667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -5299667.000000 Penalty: 1064.234863
	Iteration 66Q: 3 clusters Score -5299667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -5299670.500000 Penalty: 1064.234863
	Iteration 67Q: 3 clusters Score -5299670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -5299674.000000 Penalty: 1064.234863
	Iteration 68Q: 3 clusters Score -5299674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -5299683.500000 Penalty: 1064.234863
	Iteration 69Q: 3 clusters Score -5299684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -5299683.000000 Penalty: 1064.234863
	Iteration 70Q: 3 clusters Score -5299683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -5299676.000000 Penalty: 1064.234863
	Iteration 71Q: 3 clusters Score -5299676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
Score: -5299676.500000 Penalty: 1064.234863
	Iteration 72Q: 3 clusters Score -5299676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -5299682.500000 Penalty: 1064.234863
	Iteration 73Q: 3 clusters Score -5299682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -5299689.500000 Penalty: 1064.234863
	Iteration 74Q: 3 clusters Score -5299690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -5299690.000000 Penalty: 1064.234863
	Iteration 75Q: 3 clusters Score -5299690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 119425 members 
Entering Unmasked Estep 
Score: -5299687.500000 Penalty: 1064.234863
	Iteration 76Q: 3 clusters Score -5299688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -5299685.500000 Penalty: 1064.234863
	Iteration 77Q: 3 clusters Score -5299686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -5299689.000000 Penalty: 1064.234863
	Iteration 78Q: 3 clusters Score -5299689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -5299693.000000 Penalty: 1064.234863
	Iteration 79Q: 3 clusters Score -5299693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 119440 members 
Entering Unmasked Estep 
Score: -5299689.500000 Penalty: 1064.234863
	Iteration 80F: 3 clusters Score -5299690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -5299686.000000 Penalty: 1064.234863
	Iteration 81Q: 3 clusters Score -5299686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -5299691.500000 Penalty: 1064.234863
	Iteration 82Q: 3 clusters Score -5299692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -5299695.500000 Penalty: 1064.234863
	Iteration 83Q: 3 clusters Score -5299696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -5299693.000000 Penalty: 1064.234863
	Iteration 84Q: 3 clusters Score -5299693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -5299693.000000 Penalty: 1064.234863
	Iteration 85Q: 3 clusters Score -5299693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 119459 members 
Entering Unmasked Estep 
Score: -5299693.500000 Penalty: 1064.234863
	Iteration 86Q: 3 clusters Score -5299694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -5299695.500000 Penalty: 1064.234863
	Iteration 87Q: 3 clusters Score -5299696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -5299692.000000 Penalty: 1064.234863
	Iteration 88Q: 3 clusters Score -5299692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -5299692.500000 Penalty: 1064.234863
	Iteration 89Q: 3 clusters Score -5299692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -5299692.000000 Penalty: 1064.234863
	Iteration 90Q: 3 clusters Score -5299692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -5299692.000000 Penalty: 1064.234863
	Iteration 91F: 3 clusters Score -5299692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -74650.546875 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -74650.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73383.523438 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -73383.52 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -73963.171875 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -73963.17 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -74155.757812 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -74155.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -74325.609375 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -74325.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -74448.789062 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -74448.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -74500.226562 Penalty: 680.718994
	Iteration 5Q: 3 clusters Score -74500.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -74508.726562 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -74508.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -74512.968750 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -74512.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -74514.992188 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -74514.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -74516.750000 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -74516.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -74517.492188 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -74517.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -74518.210938 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -74518.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -74518.210938 Penalty: 680.718994
	Iteration 12F: 3 clusters Score -74518.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4109.281250 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4109.281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3917.057129 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -3917.057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3966.336670 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -3966.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3979.891113 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -3979.891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3986.110107 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -3986.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3986.714355 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -3986.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3986.714355 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -3986.714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Entering Unmasked Estep 
Score: -7293511.000000 Penalty: 546.466797
	Iteration 0F: 2 clusters Score -7293511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -7181756.000000 Penalty: 1092.933594
	Iteration 0F: 3 clusters Score -7181756 nChanged 80690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -7232078.500000 Penalty: 1092.933594
	Iteration 1F: 3 clusters Score -7232078 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -7234824.500000 Penalty: 1092.933594
	Iteration 2Q: 3 clusters Score -7234824 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -7239771.000000 Penalty: 1092.933594
	Iteration 3F: 3 clusters Score -7239771 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -7248115.500000 Penalty: 1092.933594
	Iteration 4F: 3 clusters Score -7248116 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -7260442.500000 Penalty: 1092.933594
	Iteration 5F: 3 clusters Score -7260442 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -7274419.000000 Penalty: 1092.933594
	Iteration 6F: 3 clusters Score -7274419 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -7285035.500000 Penalty: 1092.933594
	Iteration 7F: 3 clusters Score -7285036 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -7290243.000000 Penalty: 1092.933594
	Iteration 8Q: 3 clusters Score -7290243 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -7292070.500000 Penalty: 1092.933594
	Iteration 9Q: 3 clusters Score -7292070 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -7292672.000000 Penalty: 1092.933594
	Iteration 10Q: 3 clusters Score -7292672 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -7292896.500000 Penalty: 1092.933594
	Iteration 11Q: 3 clusters Score -7292896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -7292994.000000 Penalty: 1092.933594
	Iteration 12Q: 3 clusters Score -7292994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -7293025.000000 Penalty: 1092.933594
	Iteration 13Q: 3 clusters Score -7293025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -7293036.000000 Penalty: 1092.933594
	Iteration 14Q: 3 clusters Score -7293036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -7293051.500000 Penalty: 1092.933594
	Iteration 15Q: 3 clusters Score -7293052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -7293061.500000 Penalty: 1092.933594
	Iteration 16Q: 3 clusters Score -7293062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -7293065.500000 Penalty: 1092.933594
	Iteration 17Q: 3 clusters Score -7293066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -7293073.000000 Penalty: 1092.933594
	Iteration 18Q: 3 clusters Score -7293073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -7293076.500000 Penalty: 1092.933594
	Iteration 19Q: 3 clusters Score -7293076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -7293083.500000 Penalty: 1092.933594
	Iteration 20F: 3 clusters Score -7293084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -7293078.500000 Penalty: 1092.933594
	Iteration 21Q: 3 clusters Score -7293078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -7293080.500000 Penalty: 1092.933594
	Iteration 22Q: 3 clusters Score -7293080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -7293080.500000 Penalty: 1092.933594
	Iteration 23F: 3 clusters Score -7293080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -113760.039062 Penalty: 358.404327
	Iteration 0F: 2 clusters Score -113760 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 1302 members 
Entering Unmasked Estep 
Score: -111925.281250 Penalty: 716.808655
	Iteration 0F: 3 clusters Score -111925.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -112582.890625 Penalty: 716.808655
	Iteration 1F: 3 clusters Score -112582.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -112684.734375 Penalty: 716.808655
	Iteration 2F: 3 clusters Score -112684.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -112796.320312 Penalty: 716.808655
	Iteration 3F: 3 clusters Score -112796.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -112914.070312 Penalty: 716.808655
	Iteration 4F: 3 clusters Score -112914.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -113041.851562 Penalty: 716.808655
	Iteration 5F: 3 clusters Score -113041.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -113139.492188 Penalty: 716.808655
	Iteration 6F: 3 clusters Score -113139.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -113211.828125 Penalty: 716.808655
	Iteration 7Q: 3 clusters Score -113211.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113264.859375 Penalty: 716.808655
	Iteration 8Q: 3 clusters Score -113264.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -113304.507812 Penalty: 716.808655
	Iteration 9Q: 3 clusters Score -113304.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -113340.398438 Penalty: 716.808655
	Iteration 10Q: 3 clusters Score -113340.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -113361.718750 Penalty: 716.808655
	Iteration 11Q: 3 clusters Score -113361.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -113380.945312 Penalty: 716.808655
	Iteration 12Q: 3 clusters Score -113380.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -113396.414062 Penalty: 716.808655
	Iteration 13Q: 3 clusters Score -113396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -113408.265625 Penalty: 716.808655
	Iteration 14Q: 3 clusters Score -113408.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -113418.109375 Penalty: 716.808655
	Iteration 15Q: 3 clusters Score -113418.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113426.773438 Penalty: 716.808655
	Iteration 16Q: 3 clusters Score -113426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -113432.101562 Penalty: 716.808655
	Iteration 17Q: 3 clusters Score -113432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113437.539062 Penalty: 716.808655
	Iteration 18Q: 3 clusters Score -113437.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -113443.289062 Penalty: 716.808655
	Iteration 19Q: 3 clusters Score -113443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -113445.234375 Penalty: 716.808655
	Iteration 20F: 3 clusters Score -113445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -113446.398438 Penalty: 716.808655
	Iteration 21Q: 3 clusters Score -113446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -113447.484375 Penalty: 716.808655
	Iteration 22Q: 3 clusters Score -113447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113449.156250 Penalty: 716.808655
	Iteration 23Q: 3 clusters Score -113449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -113450.265625 Penalty: 716.808655
	Iteration 24Q: 3 clusters Score -113450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113450.703125 Penalty: 716.808655
	Iteration 25Q: 3 clusters Score -113450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113451.046875 Penalty: 716.808655
	Iteration 26Q: 3 clusters Score -113451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113451.359375 Penalty: 716.808655
	Iteration 27Q: 3 clusters Score -113451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113451.656250 Penalty: 716.808655
	Iteration 28Q: 3 clusters Score -113451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -113452.507812 Penalty: 716.808655
	Iteration 29Q: 3 clusters Score -113452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -113453.593750 Penalty: 716.808655
	Iteration 30Q: 3 clusters Score -113453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -113454.140625 Penalty: 716.808655
	Iteration 31Q: 3 clusters Score -113454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -113455.703125 Penalty: 716.808655
	Iteration 32Q: 3 clusters Score -113455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -113456.734375 Penalty: 716.808655
	Iteration 33Q: 3 clusters Score -113456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -113457.617188 Penalty: 716.808655
	Iteration 34Q: 3 clusters Score -113457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -113458.648438 Penalty: 716.808655
	Iteration 35Q: 3 clusters Score -113458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -113459.960938 Penalty: 716.808655
	Iteration 36Q: 3 clusters Score -113460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -113460.867188 Penalty: 716.808655
	Iteration 37Q: 3 clusters Score -113460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -113461.382812 Penalty: 716.808655
	Iteration 38Q: 3 clusters Score -113461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -113462.335938 Penalty: 716.808655
	Iteration 39Q: 3 clusters Score -113462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -113463.734375 Penalty: 716.808655
	Iteration 40F: 3 clusters Score -113463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -113464.546875 Penalty: 716.808655
	Iteration 41Q: 3 clusters Score -113464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -113466.117188 Penalty: 716.808655
	Iteration 42Q: 3 clusters Score -113466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -113467.117188 Penalty: 716.808655
	Iteration 43Q: 3 clusters Score -113467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -113467.593750 Penalty: 716.808655
	Iteration 44Q: 3 clusters Score -113467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -113468.054688 Penalty: 716.808655
	Iteration 45Q: 3 clusters Score -113468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113467.914062 Penalty: 716.808655
	Iteration 46Q: 3 clusters Score -113467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -113468.429688 Penalty: 716.808655
	Iteration 47Q: 3 clusters Score -113468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113469.546875 Penalty: 716.808655
	Iteration 48Q: 3 clusters Score -113469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113470.312500 Penalty: 716.808655
	Iteration 49Q: 3 clusters Score -113470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113470.507812 Penalty: 716.808655
	Iteration 50Q: 3 clusters Score -113470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113470.507812 Penalty: 716.808655
	Iteration 51F: 3 clusters Score -113470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -917266.000000 Penalty: 452.783081
	Iteration 0F: 2 clusters Score -917266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -903243.812500 Penalty: 905.566162
	Iteration 0F: 3 clusters Score -903243.8 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -908928.187500 Penalty: 905.566162
	Iteration 1F: 3 clusters Score -908928.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -909241.000000 Penalty: 905.566162
	Iteration 2Q: 3 clusters Score -909241 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -909747.750000 Penalty: 905.566162
	Iteration 3Q: 3 clusters Score -909747.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -910590.812500 Penalty: 905.566162
	Iteration 4F: 3 clusters Score -910590.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -911911.750000 Penalty: 905.566162
	Iteration 5F: 3 clusters Score -911911.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -913533.187500 Penalty: 905.566162
	Iteration 6F: 3 clusters Score -913533.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -914773.812500 Penalty: 905.566162
	Iteration 7F: 3 clusters Score -914773.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -915541.312500 Penalty: 905.566162
	Iteration 8Q: 3 clusters Score -915541.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -916114.875000 Penalty: 905.566162
	Iteration 9Q: 3 clusters Score -916114.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -916568.125000 Penalty: 905.566162
	Iteration 10Q: 3 clusters Score -916568.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -916844.312500 Penalty: 905.566162
	Iteration 11Q: 3 clusters Score -916844.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -916980.687500 Penalty: 905.566162
	Iteration 12Q: 3 clusters Score -916980.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -917045.437500 Penalty: 905.566162
	Iteration 13Q: 3 clusters Score -917045.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -917087.875000 Penalty: 905.566162
	Iteration 14Q: 3 clusters Score -917087.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -917105.437500 Penalty: 905.566162
	Iteration 15Q: 3 clusters Score -917105.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -917114.375000 Penalty: 905.566162
	Iteration 16Q: 3 clusters Score -917114.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -917116.000000 Penalty: 905.566162
	Iteration 17Q: 3 clusters Score -917116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -917121.000000 Penalty: 905.566162
	Iteration 18Q: 3 clusters Score -917121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -917123.000000 Penalty: 905.566162
	Iteration 19Q: 3 clusters Score -917123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -917122.875000 Penalty: 905.566162
	Iteration 20F: 3 clusters Score -917122.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -917123.625000 Penalty: 905.566162
	Iteration 21Q: 3 clusters Score -917123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -917123.437500 Penalty: 905.566162
	Iteration 22Q: 3 clusters Score -917123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -917122.625000 Penalty: 905.566162
	Iteration 23Q: 3 clusters Score -917122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -917122.375000 Penalty: 905.566162
	Iteration 24Q: 3 clusters Score -917122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -917121.312500 Penalty: 905.566162
	Iteration 25Q: 3 clusters Score -917121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -917121.437500 Penalty: 905.566162
	Iteration 26Q: 3 clusters Score -917121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -917121.625000 Penalty: 905.566162
	Iteration 27Q: 3 clusters Score -917121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -917120.375000 Penalty: 905.566162
	Iteration 28Q: 3 clusters Score -917120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -917119.250000 Penalty: 905.566162
	Iteration 29Q: 3 clusters Score -917119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -917117.125000 Penalty: 905.566162
	Iteration 30Q: 3 clusters Score -917117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -917117.750000 Penalty: 905.566162
	Iteration 31Q: 3 clusters Score -917117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -917119.687500 Penalty: 905.566162
	Iteration 32Q: 3 clusters Score -917119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -917122.000000 Penalty: 905.566162
	Iteration 33Q: 3 clusters Score -917122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -917121.312500 Penalty: 905.566162
	Iteration 34Q: 3 clusters Score -917121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -917121.937500 Penalty: 905.566162
	Iteration 35Q: 3 clusters Score -917121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -917121.500000 Penalty: 905.566162
	Iteration 36Q: 3 clusters Score -917121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -917121.062500 Penalty: 905.566162
	Iteration 37Q: 3 clusters Score -917121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -917121.812500 Penalty: 905.566162
	Iteration 38Q: 3 clusters Score -917121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -917122.750000 Penalty: 905.566162
	Iteration 39Q: 3 clusters Score -917122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -917123.750000 Penalty: 905.566162
	Iteration 40F: 3 clusters Score -917123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -917124.937500 Penalty: 905.566162
	Iteration 41Q: 3 clusters Score -917124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -917123.312500 Penalty: 905.566162
	Iteration 42Q: 3 clusters Score -917123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -917122.312500 Penalty: 905.566162
	Iteration 43Q: 3 clusters Score -917122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -917121.000000 Penalty: 905.566162
	Iteration 44Q: 3 clusters Score -917121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -917121.437500 Penalty: 905.566162
	Iteration 45Q: 3 clusters Score -917121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -917121.437500 Penalty: 905.566162
	Iteration 46F: 3 clusters Score -917121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (278786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278786 members 
Entering Unmasked Estep 
Score: -12444154.000000 Penalty: 570.488098
	Iteration 0F: 2 clusters Score -1.244415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -12255793.000000 Penalty: 1140.976196
	Iteration 0F: 3 clusters Score -1.225579e+07 nChanged 137478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 185174 members 
Entering Unmasked Estep 
Score: -12353143.000000 Penalty: 1140.976196
	Iteration 1F: 3 clusters Score -1.235314e+07 nChanged 23176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -12370454.000000 Penalty: 1140.976196
	Iteration 2F: 3 clusters Score -1.237045e+07 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 234633 members 
Entering Unmasked Estep 
Score: -12396115.000000 Penalty: 1140.976196
	Iteration 3F: 3 clusters Score -1.239612e+07 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 258592 members 
Entering Unmasked Estep 
Score: -12422453.000000 Penalty: 1140.976196
	Iteration 4F: 3 clusters Score -1.242245e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 272837 members 
Entering Unmasked Estep 
Score: -12437876.000000 Penalty: 1140.976196
	Iteration 5F: 3 clusters Score -1.243788e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 277634 members 
Entering Unmasked Estep 
Score: -12442567.000000 Penalty: 1140.976196
	Iteration 6Q: 3 clusters Score -1.244257e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 278573 members 
Entering Unmasked Estep 
Score: -12443460.000000 Penalty: 1140.976196
	Iteration 7Q: 3 clusters Score -1.244346e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 278711 members 
Entering Unmasked Estep 
Score: -12443614.000000 Penalty: 1140.976196
	Iteration 8Q: 3 clusters Score -1.244361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 278725 members 
Entering Unmasked Estep 
Score: -12443640.000000 Penalty: 1140.976196
	Iteration 9Q: 3 clusters Score -1.244364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 278729 members 
Entering Unmasked Estep 
Score: -12443644.000000 Penalty: 1140.976196
	Iteration 10Q: 3 clusters Score -1.244364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 278732 members 
Entering Unmasked Estep 
Score: -12443651.000000 Penalty: 1140.976196
	Iteration 11Q: 3 clusters Score -1.244365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 278733 members 
Entering Unmasked Estep 
Score: -12443651.000000 Penalty: 1140.976196
	Iteration 12Q: 3 clusters Score -1.244365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 278735 members 
Entering Unmasked Estep 
Score: -12443657.000000 Penalty: 1140.976196
	Iteration 13Q: 3 clusters Score -1.244366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 278735 members 
Entering Unmasked Estep 
Score: -12443662.000000 Penalty: 1140.976196
	Iteration 14Q: 3 clusters Score -1.244366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 278734 members 
Entering Unmasked Estep 
Score: -12443661.000000 Penalty: 1140.976196
	Iteration 15Q: 3 clusters Score -1.244366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 278734 members 
Entering Unmasked Estep 
Score: -12443661.000000 Penalty: 1140.976196
	Iteration 16F: 3 clusters Score -1.244366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -358234.000000 Penalty: 410.576050
	Iteration 0F: 2 clusters Score -358234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -352726.656250 Penalty: 821.152100
	Iteration 0F: 3 clusters Score -352726.7 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -354808.500000 Penalty: 821.152100
	Iteration 1F: 3 clusters Score -354808.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -355028.000000 Penalty: 821.152100
	Iteration 2F: 3 clusters Score -355028 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -355335.656250 Penalty: 821.152100
	Iteration 3F: 3 clusters Score -355335.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -355804.531250 Penalty: 821.152100
	Iteration 4F: 3 clusters Score -355804.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -356475.687500 Penalty: 821.152100
	Iteration 5F: 3 clusters Score -356475.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -357070.062500 Penalty: 821.152100
	Iteration 6F: 3 clusters Score -357070.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -357461.312500 Penalty: 821.152100
	Iteration 7F: 3 clusters Score -357461.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -357667.500000 Penalty: 821.152100
	Iteration 8Q: 3 clusters Score -357667.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -357778.218750 Penalty: 821.152100
	Iteration 9Q: 3 clusters Score -357778.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -357832.531250 Penalty: 821.152100
	Iteration 10Q: 3 clusters Score -357832.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -357861.406250 Penalty: 821.152100
	Iteration 11Q: 3 clusters Score -357861.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -357885.593750 Penalty: 821.152100
	Iteration 12Q: 3 clusters Score -357885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -357894.031250 Penalty: 821.152100
	Iteration 13Q: 3 clusters Score -357894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -357896.468750 Penalty: 821.152100
	Iteration 14Q: 3 clusters Score -357896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -357897.656250 Penalty: 821.152100
	Iteration 15Q: 3 clusters Score -357897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -357898.250000 Penalty: 821.152100
	Iteration 16Q: 3 clusters Score -357898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -357900.125000 Penalty: 821.152100
	Iteration 17Q: 3 clusters Score -357900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -357900.125000 Penalty: 821.152100
	Iteration 18F: 3 clusters Score -357900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5706.341309 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5706.341 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 102 members 
Entering Unmasked Estep 
Score: -5465.376953 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -5465.377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5512.955078 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -5512.955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5519.526367 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -5519.526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5523.072754 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -5523.073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5525.191895 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -5525.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5526.505371 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -5526.505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5526.505371 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -5526.505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Entering Unmasked Estep 
Score: -2068652.250000 Penalty: 489.432251
	Iteration 0F: 2 clusters Score -2068652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2037072.625000 Penalty: 978.864502
	Iteration 0F: 3 clusters Score -2037073 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2050833.875000 Penalty: 978.864502
	Iteration 1F: 3 clusters Score -2050834 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2051831.125000 Penalty: 978.864502
	Iteration 2Q: 3 clusters Score -2051831 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2053379.500000 Penalty: 978.864502
	Iteration 3F: 3 clusters Score -2053380 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -2055741.000000 Penalty: 978.864502
	Iteration 4F: 3 clusters Score -2055741 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2058639.000000 Penalty: 978.864502
	Iteration 5F: 3 clusters Score -2058639 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -2060943.250000 Penalty: 978.864502
	Iteration 6F: 3 clusters Score -2060943 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -2062235.250000 Penalty: 978.864502
	Iteration 7Q: 3 clusters Score -2062235 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -2063327.500000 Penalty: 978.864502
	Iteration 8Q: 3 clusters Score -2063328 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -2064517.375000 Penalty: 978.864502
	Iteration 9Q: 3 clusters Score -2064517 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -2065713.750000 Penalty: 978.864502
	Iteration 10Q: 3 clusters Score -2065714 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -2066746.625000 Penalty: 978.864502
	Iteration 11Q: 3 clusters Score -2066747 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2067438.500000 Penalty: 978.864502
	Iteration 12Q: 3 clusters Score -2067438 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -2067868.750000 Penalty: 978.864502
	Iteration 13Q: 3 clusters Score -2067869 nChanged 658
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Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2068086 nChanged 448
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Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2068192 nChanged 294
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Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2068237 nChanged 205
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Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2068251 nChanged 156
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Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 32214 members 
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	Iteration 18Q: 3 clusters Score -2068281 nChanged 128
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Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2068288 nChanged 104
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Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2068335 nChanged 126
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Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2068359 nChanged 113
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Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2068356 nChanged 96
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Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2068358 nChanged 93
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Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2068356 nChanged 94
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Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 32822 members 
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	Iteration 25Q: 3 clusters Score -2068360 nChanged 93
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Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 32915 members 
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	Iteration 26Q: 3 clusters Score -2068360 nChanged 96
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Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 33011 members 
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	Iteration 27Q: 3 clusters Score -2068365 nChanged 91
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Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 33102 members 
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	Iteration 28Q: 3 clusters Score -2068370 nChanged 84
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Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 33186 members 
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	Iteration 29Q: 3 clusters Score -2068370 nChanged 74
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Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 33260 members 
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	Iteration 30Q: 3 clusters Score -2068361 nChanged 73
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Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 33333 members 
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	Iteration 31Q: 3 clusters Score -2068360 nChanged 81
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Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 33414 members 
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	Iteration 32Q: 3 clusters Score -2068366 nChanged 81
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Mstep: Class 1 contains 13451 members 
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	Iteration 33Q: 3 clusters Score -2068366 nChanged 80
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Mstep: Class 1 contains 13371 members 
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	Iteration 34Q: 3 clusters Score -2068370 nChanged 83
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Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2068375 nChanged 95
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Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 33753 members 
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	Iteration 36Q: 3 clusters Score -2068374 nChanged 107
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Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 33860 members 
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	Iteration 37Q: 3 clusters Score -2068376 nChanged 107
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Mstep: Class 1 contains 12979 members 
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	Iteration 38Q: 3 clusters Score -2068382 nChanged 97
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Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 34064 members 
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	Iteration 39Q: 3 clusters Score -2068386 nChanged 79
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Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2068381 nChanged 72
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Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 34215 members 
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	Iteration 41Q: 3 clusters Score -2068385 nChanged 72
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Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 34287 members 
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	Iteration 42Q: 3 clusters Score -2068383 nChanged 64
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Mstep: Class 1 contains 12595 members 
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	Iteration 43Q: 3 clusters Score -2068383 nChanged 78
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	Iteration 44Q: 3 clusters Score -2068392 nChanged 92
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Mstep: Class 1 contains 12425 members 
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	Iteration 45Q: 3 clusters Score -2068397 nChanged 91
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	Iteration 46Q: 3 clusters Score -2068409 nChanged 86
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	Iteration 47Q: 3 clusters Score -2068395 nChanged 75
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	Iteration 48Q: 3 clusters Score -2068394 nChanged 77
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Mstep: Class 2 contains 34850 members 
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	Iteration 49Q: 3 clusters Score -2068399 nChanged 87
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Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 34937 members 
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	Iteration 50Q: 3 clusters Score -2068401 nChanged 95
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	Iteration 51Q: 3 clusters Score -2068408 nChanged 91
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Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 35123 members 
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	Iteration 52Q: 3 clusters Score -2068415 nChanged 91
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Mstep: Class 1 contains 11732 members 
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	Iteration 53Q: 3 clusters Score -2068417 nChanged 110
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Mstep: Class 1 contains 11622 members 
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	Iteration 54Q: 3 clusters Score -2068416 nChanged 112
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	Iteration 55Q: 3 clusters Score -2068426 nChanged 121
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Mstep: Class 1 contains 11389 members 
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	Iteration 56Q: 3 clusters Score -2068434 nChanged 108
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Mstep: Class 1 contains 11281 members 
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	Iteration 57Q: 3 clusters Score -2068440 nChanged 103
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Mstep: Class 1 contains 11178 members 
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	Iteration 58Q: 3 clusters Score -2068442 nChanged 104
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	Iteration 59Q: 3 clusters Score -2068441 nChanged 110
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	Iteration 60F: 3 clusters Score -2068444 nChanged 100
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Mstep: Class 1 contains 10864 members 
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	Iteration 61Q: 3 clusters Score -2068453 nChanged 102
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	Iteration 62Q: 3 clusters Score -2068456 nChanged 102
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	Iteration 63Q: 3 clusters Score -2068467 nChanged 94
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	Iteration 64Q: 3 clusters Score -2068468 nChanged 73
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	Iteration 65Q: 3 clusters Score -2068466 nChanged 76
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	Iteration 66Q: 3 clusters Score -2068462 nChanged 62
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	Iteration 67Q: 3 clusters Score -2068467 nChanged 56
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	Iteration 68Q: 3 clusters Score -2068462 nChanged 51
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	Iteration 69Q: 3 clusters Score -2068459 nChanged 56
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	Iteration 70Q: 3 clusters Score -2068465 nChanged 60
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	Iteration 71Q: 3 clusters Score -2068460 nChanged 55
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	Iteration 72Q: 3 clusters Score -2068465 nChanged 50
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	Iteration 73Q: 3 clusters Score -2068473 nChanged 54
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	Iteration 74Q: 3 clusters Score -2068463 nChanged 44
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	Iteration 75Q: 3 clusters Score -2068464 nChanged 47
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	Iteration 76Q: 3 clusters Score -2068464 nChanged 44
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	Iteration 77Q: 3 clusters Score -2068462 nChanged 46
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	Iteration 78Q: 3 clusters Score -2068464 nChanged 38
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	Iteration 79Q: 3 clusters Score -2068465 nChanged 51
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	Iteration 80F: 3 clusters Score -2068463 nChanged 44
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	Iteration 81Q: 3 clusters Score -2068465 nChanged 68
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	Iteration 82Q: 3 clusters Score -2068469 nChanged 62
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	Iteration 83Q: 3 clusters Score -2068469 nChanged 51
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	Iteration 84Q: 3 clusters Score -2068471 nChanged 52
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	Iteration 85Q: 3 clusters Score -2068465 nChanged 44
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	Iteration 86Q: 3 clusters Score -2068475 nChanged 28
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	Iteration 87Q: 3 clusters Score -2068472 nChanged 25
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	Iteration 88Q: 3 clusters Score -2068473 nChanged 30
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	Iteration 89Q: 3 clusters Score -2068476 nChanged 26
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	Iteration 90Q: 3 clusters Score -2068469 nChanged 35
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	Iteration 91Q: 3 clusters Score -2068466 nChanged 26
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	Iteration 92Q: 3 clusters Score -2068461 nChanged 22
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	Iteration 93Q: 3 clusters Score -2068460 nChanged 19
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	Iteration 94Q: 3 clusters Score -2068458 nChanged 14
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	Iteration 95Q: 3 clusters Score -2068456 nChanged 14
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	Iteration 96Q: 3 clusters Score -2068456 nChanged 16
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	Iteration 97Q: 3 clusters Score -2068458 nChanged 18
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	Iteration 98Q: 3 clusters Score -2068460 nChanged 12
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	Iteration 99Q: 3 clusters Score -2068455 nChanged 13
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	Iteration 100F: 3 clusters Score -2068456 nChanged 9
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	Iteration 101Q: 3 clusters Score -2068459 nChanged 7
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	Iteration 102Q: 3 clusters Score -2068457 nChanged 6
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	Iteration 103Q: 3 clusters Score -2068458 nChanged 8
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	Iteration 104Q: 3 clusters Score -2068458 nChanged 6
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	Iteration 105Q: 3 clusters Score -2068458 nChanged 12
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	Iteration 106Q: 3 clusters Score -2068459 nChanged 2
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	Iteration 107Q: 3 clusters Score -2068458 nChanged 2
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2068460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -2068459.875000 Penalty: 978.864502
	Iteration 109Q: 3 clusters Score -2068460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -2068459.250000 Penalty: 978.864502
	Iteration 110Q: 3 clusters Score -2068459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -2068458.625000 Penalty: 978.864502
	Iteration 111Q: 3 clusters Score -2068459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -2068460.625000 Penalty: 978.864502
	Iteration 112Q: 3 clusters Score -2068461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -2068458.750000 Penalty: 978.864502
	Iteration 113Q: 3 clusters Score -2068459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -2068458.000000 Penalty: 978.864502
	Iteration 114Q: 3 clusters Score -2068458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2068455.750000 Penalty: 978.864502
	Iteration 115Q: 3 clusters Score -2068456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -2068457.250000 Penalty: 978.864502
	Iteration 116Q: 3 clusters Score -2068457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -2068460.000000 Penalty: 978.864502
	Iteration 117Q: 3 clusters Score -2068460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -2068458.250000 Penalty: 978.864502
	Iteration 118Q: 3 clusters Score -2068458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -2068456.000000 Penalty: 978.864502
	Iteration 119Q: 3 clusters Score -2068456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -2068453.625000 Penalty: 978.864502
	Iteration 120F: 3 clusters Score -2068454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2068459.625000 Penalty: 978.864502
	Iteration 121Q: 3 clusters Score -2068460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -2068458.375000 Penalty: 978.864502
	Iteration 122Q: 3 clusters Score -2068458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -2068458.000000 Penalty: 978.864502
	Iteration 123Q: 3 clusters Score -2068458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -2068457.000000 Penalty: 978.864502
	Iteration 124Q: 3 clusters Score -2068457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2068456.875000 Penalty: 978.864502
	Iteration 125Q: 3 clusters Score -2068457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -2068457.125000 Penalty: 978.864502
	Iteration 126Q: 3 clusters Score -2068457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -2068456.125000 Penalty: 978.864502
	Iteration 127Q: 3 clusters Score -2068456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2068458.500000 Penalty: 978.864502
	Iteration 128Q: 3 clusters Score -2068458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -2068460.125000 Penalty: 978.864502
	Iteration 129Q: 3 clusters Score -2068460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -2068463.625000 Penalty: 978.864502
	Iteration 130Q: 3 clusters Score -2068464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -2068462.500000 Penalty: 978.864502
	Iteration 131Q: 3 clusters Score -2068462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -2068462.625000 Penalty: 978.864502
	Iteration 132Q: 3 clusters Score -2068463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -2068461.500000 Penalty: 978.864502
	Iteration 133Q: 3 clusters Score -2068462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -2068462.500000 Penalty: 978.864502
	Iteration 134Q: 3 clusters Score -2068462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -2068462.875000 Penalty: 978.864502
	Iteration 135Q: 3 clusters Score -2068463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -2068463.000000 Penalty: 978.864502
	Iteration 136Q: 3 clusters Score -2068463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -2068461.750000 Penalty: 978.864502
	Iteration 137Q: 3 clusters Score -2068462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -2068462.500000 Penalty: 978.864502
	Iteration 138Q: 3 clusters Score -2068462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -2068461.625000 Penalty: 978.864502
	Iteration 139Q: 3 clusters Score -2068462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -2068461.125000 Penalty: 978.864502
	Iteration 140F: 3 clusters Score -2068461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -2068460.000000 Penalty: 978.864502
	Iteration 141Q: 3 clusters Score -2068460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -2068459.750000 Penalty: 978.864502
	Iteration 142Q: 3 clusters Score -2068460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -2068458.500000 Penalty: 978.864502
	Iteration 143Q: 3 clusters Score -2068458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -2068458.500000 Penalty: 978.864502
	Iteration 144Q: 3 clusters Score -2068458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -2068460.500000 Penalty: 978.864502
	Iteration 145Q: 3 clusters Score -2068460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -2068458.250000 Penalty: 978.864502
	Iteration 146Q: 3 clusters Score -2068458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -2068455.625000 Penalty: 978.864502
	Iteration 147Q: 3 clusters Score -2068456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -2068452.250000 Penalty: 978.864502
	Iteration 148Q: 3 clusters Score -2068452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -2068453.250000 Penalty: 978.864502
	Iteration 149Q: 3 clusters Score -2068453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2068451.375000 Penalty: 978.864502
	Iteration 150Q: 3 clusters Score -2068451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -2068453.000000 Penalty: 978.864502
	Iteration 151Q: 3 clusters Score -2068453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -2068454.500000 Penalty: 978.864502
	Iteration 152Q: 3 clusters Score -2068454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -2068452.500000 Penalty: 978.864502
	Iteration 153Q: 3 clusters Score -2068452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -2068452.250000 Penalty: 978.864502
	Iteration 154Q: 3 clusters Score -2068452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -2068450.625000 Penalty: 978.864502
	Iteration 155Q: 3 clusters Score -2068451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -2068448.875000 Penalty: 978.864502
	Iteration 156Q: 3 clusters Score -2068449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -2068451.250000 Penalty: 978.864502
	Iteration 157Q: 3 clusters Score -2068451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -2068451.750000 Penalty: 978.864502
	Iteration 158Q: 3 clusters Score -2068452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -2068451.125000 Penalty: 978.864502
	Iteration 159Q: 3 clusters Score -2068451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -2068449.375000 Penalty: 978.864502
	Iteration 160F: 3 clusters Score -2068449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -2068448.750000 Penalty: 978.864502
	Iteration 161Q: 3 clusters Score -2068449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -2068447.000000 Penalty: 978.864502
	Iteration 162Q: 3 clusters Score -2068447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -2068444.375000 Penalty: 978.864502
	Iteration 163Q: 3 clusters Score -2068444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -2068439.625000 Penalty: 978.864502
	Iteration 164Q: 3 clusters Score -2068440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -2068438.875000 Penalty: 978.864502
	Iteration 165Q: 3 clusters Score -2068439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -2068440.625000 Penalty: 978.864502
	Iteration 166Q: 3 clusters Score -2068441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -2068440.375000 Penalty: 978.864502
	Iteration 167Q: 3 clusters Score -2068440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -2068439.750000 Penalty: 978.864502
	Iteration 168Q: 3 clusters Score -2068440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -2068439.125000 Penalty: 978.864502
	Iteration 169Q: 3 clusters Score -2068439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2068439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -2068439.375000 Penalty: 978.864502
	Iteration 171F: 3 clusters Score -2068439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42886 members 
Entering Unmasked Estep 
Score: -1923419.750000 Penalty: 485.316681
	Iteration 0F: 2 clusters Score -1923420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -1894732.875000 Penalty: 970.633362
	Iteration 0F: 3 clusters Score -1894733 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1907579.625000 Penalty: 970.633362
	Iteration 1F: 3 clusters Score -1907580 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1908953.750000 Penalty: 970.633362
	Iteration 2F: 3 clusters Score -1908954 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1911282.250000 Penalty: 970.633362
	Iteration 3F: 3 clusters Score -1911282 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1914687.875000 Penalty: 970.633362
	Iteration 4F: 3 clusters Score -1914688 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1918312.375000 Penalty: 970.633362
	Iteration 5F: 3 clusters Score -1918312 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1921049.875000 Penalty: 970.633362
	Iteration 6F: 3 clusters Score -1921050 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1922320.375000 Penalty: 970.633362
	Iteration 7Q: 3 clusters Score -1922320 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1922786.375000 Penalty: 970.633362
	Iteration 8Q: 3 clusters Score -1922786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1922921.250000 Penalty: 970.633362
	Iteration 9Q: 3 clusters Score -1922921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1922953.750000 Penalty: 970.633362
	Iteration 10Q: 3 clusters Score -1922954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1922976.750000 Penalty: 970.633362
	Iteration 11Q: 3 clusters Score -1922977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1922984.750000 Penalty: 970.633362
	Iteration 12Q: 3 clusters Score -1922985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1922984.750000 Penalty: 970.633362
	Iteration 13F: 3 clusters Score -1922985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292663 members 
Mstep: Class 2 contains 27973 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 37594 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 119957 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 164433 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20979 members 
Mstep: Class 15 contains 278786 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46946 members 
Mstep: Class 19 contains 42886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957328.000000 Penalty: 12038.316406
Iteration 239Q: 20 clusters Score -4.695733e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291319 members 
Mstep: Class 2 contains 27913 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40500 members 
Mstep: Class 5 contains 37646 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 15294 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 119206 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 165541 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 20953 members 
Mstep: Class 15 contains 279510 members 
Mstep: Class 16 contains 8310 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 46979 members 
Mstep: Class 19 contains 43134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957304.000000 Penalty: 12038.316406
Iteration 240F: 20 clusters Score -4.69573e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289843 members 
Mstep: Class 2 contains 27853 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 37686 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 15292 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 118406 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 166643 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 20938 members 
Mstep: Class 15 contains 280346 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 47007 members 
Mstep: Class 19 contains 43439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957504.000000 Penalty: 12038.316406
Iteration 241Q: 20 clusters Score -4.69575e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 288424 members 
Mstep: Class 2 contains 27798 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 37712 members 
Mstep: Class 6 contains 9159 members 
Mstep: Class 7 contains 15294 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 117537 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 167755 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 20922 members 
Mstep: Class 15 contains 281207 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 47016 members 
Mstep: Class 19 contains 43738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957588.000000 Penalty: 12038.316406
Iteration 242Q: 20 clusters Score -4.695759e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 286920 members 
Mstep: Class 2 contains 27749 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 37741 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 15299 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 116641 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168873 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20902 members 
Mstep: Class 15 contains 282144 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 47030 members 
Mstep: Class 19 contains 44049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 20 clusters Score -4.695769e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285323 members 
Mstep: Class 2 contains 27698 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40517 members 
Mstep: Class 5 contains 37766 members 
Mstep: Class 6 contains 9175 members 
Mstep: Class 7 contains 15301 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 115687 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 169952 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20900 members 
Mstep: Class 15 contains 283285 members 
Mstep: Class 16 contains 8350 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 47023 members 
Mstep: Class 19 contains 44381 members 
Entering Unmasked Estep 
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Iteration 244Q: 20 clusters Score -4.695756e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283787 members 
Mstep: Class 2 contains 27646 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40515 members 
Mstep: Class 5 contains 37799 members 
Mstep: Class 6 contains 9174 members 
Mstep: Class 7 contains 15311 members 
Mstep: Class 8 contains 4872 members 
Mstep: Class 9 contains 114674 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 171007 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 20907 members 
Mstep: Class 15 contains 284433 members 
Mstep: Class 16 contains 8357 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 47007 members 
Mstep: Class 19 contains 44731 members 
Entering Unmasked Estep 
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Iteration 245Q: 20 clusters Score -4.695724e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282257 members 
Mstep: Class 2 contains 27582 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40526 members 
Mstep: Class 5 contains 37844 members 
Mstep: Class 6 contains 9173 members 
Mstep: Class 7 contains 15329 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 113525 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 171861 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 20913 members 
Mstep: Class 15 contains 285867 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46995 members 
Mstep: Class 19 contains 45093 members 
Entering Unmasked Estep 
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Iteration 246Q: 20 clusters Score -4.695702e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 280848 members 
Mstep: Class 2 contains 27530 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40552 members 
Mstep: Class 5 contains 37876 members 
Mstep: Class 6 contains 9173 members 
Mstep: Class 7 contains 15346 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 112336 members 
Mstep: Class 10 contains 1778 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 172673 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 20911 members 
Mstep: Class 15 contains 287237 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 45463 members 
Entering Unmasked Estep 
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Iteration 247Q: 20 clusters Score -4.695672e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 279669 members 
Mstep: Class 2 contains 27471 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40564 members 
Mstep: Class 5 contains 37913 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 15356 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 111111 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 173359 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 288555 members 
Mstep: Class 16 contains 8373 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46960 members 
Mstep: Class 19 contains 45858 members 
Entering Unmasked Estep 
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Iteration 248Q: 20 clusters Score -4.695644e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 278633 members 
Mstep: Class 2 contains 27415 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40579 members 
Mstep: Class 5 contains 37944 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 15360 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 109972 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 173946 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 20956 members 
Mstep: Class 15 contains 289775 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46884 members 
Mstep: Class 19 contains 46267 members 
Entering Unmasked Estep 
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Iteration 249Q: 20 clusters Score -4.695599e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277761 members 
Mstep: Class 2 contains 27372 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40584 members 
Mstep: Class 5 contains 37960 members 
Mstep: Class 6 contains 9149 members 
Mstep: Class 7 contains 15366 members 
Mstep: Class 8 contains 4940 members 
Mstep: Class 9 contains 108828 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 174477 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 20987 members 
Mstep: Class 15 contains 290888 members 
Mstep: Class 16 contains 8388 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46826 members 
Mstep: Class 19 contains 46677 members 
Entering Unmasked Estep 
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Iteration 250Q: 20 clusters Score -4.695565e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276928 members 
Mstep: Class 2 contains 27321 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40588 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 15376 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 107746 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 174935 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 21016 members 
Mstep: Class 15 contains 291970 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46775 members 
Mstep: Class 19 contains 47099 members 
Entering Unmasked Estep 
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Iteration 251Q: 20 clusters Score -4.695538e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276182 members 
Mstep: Class 2 contains 27277 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40587 members 
Mstep: Class 5 contains 37996 members 
Mstep: Class 6 contains 9139 members 
Mstep: Class 7 contains 15378 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 106636 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175267 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 21033 members 
Mstep: Class 15 contains 293122 members 
Mstep: Class 16 contains 8405 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46728 members 
Mstep: Class 19 contains 47518 members 
Entering Unmasked Estep 
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Iteration 252Q: 20 clusters Score -4.695536e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275665 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40594 members 
Mstep: Class 5 contains 38013 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 15385 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 105501 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175549 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 21061 members 
Mstep: Class 15 contains 294102 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46675 members 
Mstep: Class 19 contains 47941 members 
Entering Unmasked Estep 
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Iteration 253Q: 20 clusters Score -4.695508e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275281 members 
Mstep: Class 2 contains 27184 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40603 members 
Mstep: Class 5 contains 38039 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 15394 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 104381 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175713 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21088 members 
Mstep: Class 15 contains 295011 members 
Mstep: Class 16 contains 8422 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46631 members 
Mstep: Class 19 contains 48377 members 
Entering Unmasked Estep 
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Iteration 254Q: 20 clusters Score -4.695485e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274952 members 
Mstep: Class 2 contains 27139 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40619 members 
Mstep: Class 5 contains 38066 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 15402 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 103287 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175777 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21108 members 
Mstep: Class 15 contains 295921 members 
Mstep: Class 16 contains 8435 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46584 members 
Mstep: Class 19 contains 48820 members 
Entering Unmasked Estep 
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Iteration 255Q: 20 clusters Score -4.695457e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274744 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40618 members 
Mstep: Class 5 contains 38100 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 15409 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 102175 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175709 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21136 members 
Mstep: Class 15 contains 296842 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 46538 members 
Mstep: Class 19 contains 49287 members 
Entering Unmasked Estep 
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Iteration 256Q: 20 clusters Score -4.695442e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274599 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40626 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 9165 members 
Mstep: Class 7 contains 15417 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 101049 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175540 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21169 members 
Mstep: Class 15 contains 297817 members 
Mstep: Class 16 contains 8447 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46496 members 
Mstep: Class 19 contains 49746 members 
Entering Unmasked Estep 
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Iteration 257Q: 20 clusters Score -4.695414e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274575 members 
Mstep: Class 2 contains 27024 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 38179 members 
Mstep: Class 6 contains 9158 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 99925 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 175287 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21187 members 
Mstep: Class 15 contains 298766 members 
Mstep: Class 16 contains 8447 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46471 members 
Mstep: Class 19 contains 50192 members 
Entering Unmasked Estep 
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Iteration 258Q: 20 clusters Score -4.695396e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274549 members 
Mstep: Class 2 contains 26984 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40613 members 
Mstep: Class 5 contains 38221 members 
Mstep: Class 6 contains 9165 members 
Mstep: Class 7 contains 15443 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 98903 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 174988 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 21206 members 
Mstep: Class 15 contains 299661 members 
Mstep: Class 16 contains 8449 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46430 members 
Mstep: Class 19 contains 50650 members 
Entering Unmasked Estep 
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Iteration 259Q: 20 clusters Score -4.695353e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274682 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40615 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 97890 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 174571 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 21226 members 
Mstep: Class 15 contains 300521 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46365 members 
Mstep: Class 19 contains 51114 members 
Entering Unmasked Estep 
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Iteration 260F: 20 clusters Score -4.69533e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275027 members 
Mstep: Class 2 contains 26904 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40609 members 
Mstep: Class 5 contains 38307 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 15460 members 
Mstep: Class 8 contains 4918 members 
Mstep: Class 9 contains 96788 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 174081 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 21245 members 
Mstep: Class 15 contains 301312 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46301 members 
Mstep: Class 19 contains 51622 members 
Entering Unmasked Estep 
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Iteration 261Q: 20 clusters Score -4.69532e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275450 members 
Mstep: Class 2 contains 26868 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40619 members 
Mstep: Class 5 contains 38350 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 95721 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 173524 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 21260 members 
Mstep: Class 15 contains 302052 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46240 members 
Mstep: Class 19 contains 52103 members 
Entering Unmasked Estep 
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Iteration 262Q: 20 clusters Score -4.695261e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275991 members 
Mstep: Class 2 contains 26835 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40623 members 
Mstep: Class 5 contains 38378 members 
Mstep: Class 6 contains 9148 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 94684 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 172968 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 21271 members 
Mstep: Class 15 contains 302709 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46171 members 
Mstep: Class 19 contains 52549 members 
Entering Unmasked Estep 
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Iteration 263Q: 20 clusters Score -4.69523e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276588 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40614 members 
Mstep: Class 5 contains 38394 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 93688 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 172340 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 21281 members 
Mstep: Class 15 contains 303364 members 
Mstep: Class 16 contains 8455 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 46095 members 
Mstep: Class 19 contains 53000 members 
Entering Unmasked Estep 
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Iteration 264Q: 20 clusters Score -4.695228e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277304 members 
Mstep: Class 2 contains 26770 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40620 members 
Mstep: Class 5 contains 38420 members 
Mstep: Class 6 contains 9134 members 
Mstep: Class 7 contains 15491 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 92688 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 171681 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 21287 members 
Mstep: Class 15 contains 303981 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45993 members 
Mstep: Class 19 contains 53414 members 
Entering Unmasked Estep 
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Iteration 265Q: 20 clusters Score -4.695207e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277983 members 
Mstep: Class 2 contains 26731 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40620 members 
Mstep: Class 5 contains 38469 members 
Mstep: Class 6 contains 9148 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 91737 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 171019 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21288 members 
Mstep: Class 15 contains 304640 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45885 members 
Mstep: Class 19 contains 53762 members 
Entering Unmasked Estep 
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Iteration 266Q: 20 clusters Score -4.695202e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 278722 members 
Mstep: Class 2 contains 26690 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40626 members 
Mstep: Class 5 contains 38525 members 
Mstep: Class 6 contains 9148 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 90802 members 
Mstep: Class 10 contains 1829 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 170350 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21287 members 
Mstep: Class 15 contains 305240 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45788 members 
Mstep: Class 19 contains 54097 members 
Entering Unmasked Estep 
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Iteration 267Q: 20 clusters Score -4.695188e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 279569 members 
Mstep: Class 2 contains 26655 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40615 members 
Mstep: Class 5 contains 38567 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 15516 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 89819 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 169687 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21287 members 
Mstep: Class 15 contains 305774 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45712 members 
Mstep: Class 19 contains 54419 members 
Entering Unmasked Estep 
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Iteration 268Q: 20 clusters Score -4.695197e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 280463 members 
Mstep: Class 2 contains 26628 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40603 members 
Mstep: Class 5 contains 38615 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 88859 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 168986 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 21291 members 
Mstep: Class 15 contains 306301 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45605 members 
Mstep: Class 19 contains 54737 members 
Entering Unmasked Estep 
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Iteration 269Q: 20 clusters Score -4.695184e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281447 members 
Mstep: Class 2 contains 26595 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40594 members 
Mstep: Class 5 contains 38662 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 15543 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 9 contains 87865 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 168268 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21292 members 
Mstep: Class 15 contains 306831 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45476 members 
Mstep: Class 19 contains 55042 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -4.695146e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282486 members 
Mstep: Class 2 contains 26572 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40587 members 
Mstep: Class 5 contains 38702 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 86870 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 167567 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21291 members 
Mstep: Class 15 contains 307326 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45344 members 
Mstep: Class 19 contains 55324 members 
Entering Unmasked Estep 
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Iteration 271Q: 20 clusters Score -4.695134e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283577 members 
Mstep: Class 2 contains 26551 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 38719 members 
Mstep: Class 6 contains 9189 members 
Mstep: Class 7 contains 15543 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 85839 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 166888 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 21287 members 
Mstep: Class 15 contains 307814 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45226 members 
Mstep: Class 19 contains 55584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951124.000000 Penalty: 12038.316406
Iteration 272Q: 20 clusters Score -4.695112e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284797 members 
Mstep: Class 2 contains 26523 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40565 members 
Mstep: Class 5 contains 38747 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 84897 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 166165 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 21283 members 
Mstep: Class 15 contains 308153 members 
Mstep: Class 16 contains 8460 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 45101 members 
Mstep: Class 19 contains 55817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951164.000000 Penalty: 12038.316406
Iteration 273Q: 20 clusters Score -4.695116e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 286200 members 
Mstep: Class 2 contains 26491 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40563 members 
Mstep: Class 5 contains 38772 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 84002 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 165488 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 21275 members 
Mstep: Class 15 contains 308281 members 
Mstep: Class 16 contains 8467 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44966 members 
Mstep: Class 19 contains 56008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951160.000000 Penalty: 12038.316406
Iteration 274Q: 20 clusters Score -4.695116e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 287738 members 
Mstep: Class 2 contains 26471 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40560 members 
Mstep: Class 5 contains 38789 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 83218 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 164846 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 21268 members 
Mstep: Class 15 contains 308150 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44837 members 
Mstep: Class 19 contains 56185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951236.000000 Penalty: 12038.316406
Iteration 275Q: 20 clusters Score -4.695124e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289411 members 
Mstep: Class 2 contains 26453 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40550 members 
Mstep: Class 5 contains 38802 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 82550 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 164164 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 21260 members 
Mstep: Class 15 contains 307824 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44719 members 
Mstep: Class 19 contains 56346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951352.000000 Penalty: 12038.316406
Iteration 276Q: 20 clusters Score -4.695135e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291156 members 
Mstep: Class 2 contains 26441 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40547 members 
Mstep: Class 5 contains 38808 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 4827 members 
Mstep: Class 9 contains 81962 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 163446 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 21246 members 
Mstep: Class 15 contains 307403 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44595 members 
Mstep: Class 19 contains 56480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951600.000000 Penalty: 12038.316406
Iteration 277Q: 20 clusters Score -4.69516e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 293041 members 
Mstep: Class 2 contains 26428 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40533 members 
Mstep: Class 5 contains 38817 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 81474 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 162764 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 21229 members 
Mstep: Class 15 contains 306725 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44461 members 
Mstep: Class 19 contains 56608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951844.000000 Penalty: 12038.316406
Iteration 278Q: 20 clusters Score -4.695184e+07 nChanged 3008
Entering ConstructFrom: 
Score: -46951844.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (295006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295006 members 
Entering Unmasked Estep 
Score: -13029203.000000 Penalty: 573.061157
	Iteration 0F: 2 clusters Score -1.30292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147185 members 
Mstep: Class 2 contains 147821 members 
Entering Unmasked Estep 
Score: -12828308.000000 Penalty: 1146.122314
	Iteration 0F: 3 clusters Score -1.282831e+07 nChanged 145507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 162488 members 
Entering Unmasked Estep 
Score: -12921831.000000 Penalty: 1146.122314
	Iteration 1F: 3 clusters Score -1.292183e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -12927894.000000 Penalty: 1146.122314
	Iteration 2Q: 3 clusters Score -1.292789e+07 nChanged 17071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -12938929.000000 Penalty: 1146.122314
	Iteration 3F: 3 clusters Score -1.293893e+07 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -12955111.000000 Penalty: 1146.122314
	Iteration 4F: 3 clusters Score -1.295511e+07 nChanged 19890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 206256 members 
Entering Unmasked Estep 
Score: -12971561.000000 Penalty: 1146.122314
	Iteration 5F: 3 clusters Score -1.297156e+07 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 214512 members 
Entering Unmasked Estep 
Score: -12981366.000000 Penalty: 1146.122314
	Iteration 6F: 3 clusters Score -1.298137e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 221122 members 
Entering Unmasked Estep 
Score: -12985668.000000 Penalty: 1146.122314
	Iteration 7Q: 3 clusters Score -1.298567e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 227468 members 
Entering Unmasked Estep 
Score: -12988459.000000 Penalty: 1146.122314
	Iteration 8Q: 3 clusters Score -1.298846e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 234028 members 
Entering Unmasked Estep 
Score: -12991188.000000 Penalty: 1146.122314
	Iteration 9Q: 3 clusters Score -1.299119e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 240687 members 
Entering Unmasked Estep 
Score: -12994263.000000 Penalty: 1146.122314
	Iteration 10Q: 3 clusters Score -1.299426e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 247496 members 
Entering Unmasked Estep 
Score: -12997536.000000 Penalty: 1146.122314
	Iteration 11Q: 3 clusters Score -1.299754e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 254256 members 
Entering Unmasked Estep 
Score: -13001116.000000 Penalty: 1146.122314
	Iteration 12Q: 3 clusters Score -1.300112e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 260802 members 
Entering Unmasked Estep 
Score: -13004763.000000 Penalty: 1146.122314
	Iteration 13Q: 3 clusters Score -1.300476e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 266862 members 
Entering Unmasked Estep 
Score: -13008349.000000 Penalty: 1146.122314
	Iteration 14Q: 3 clusters Score -1.300835e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 272387 members 
Entering Unmasked Estep 
Score: -13011811.000000 Penalty: 1146.122314
	Iteration 15Q: 3 clusters Score -1.301181e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 277391 members 
Entering Unmasked Estep 
Score: -13015296.000000 Penalty: 1146.122314
	Iteration 16Q: 3 clusters Score -1.30153e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -13018240.000000 Penalty: 1146.122314
	Iteration 17Q: 3 clusters Score -1.301824e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 285186 members 
Entering Unmasked Estep 
Score: -13021007.000000 Penalty: 1146.122314
	Iteration 18Q: 3 clusters Score -1.302101e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 288056 members 
Entering Unmasked Estep 
Score: -13023355.000000 Penalty: 1146.122314
	Iteration 19Q: 3 clusters Score -1.302336e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 290306 members 
Entering Unmasked Estep 
Score: -13025145.000000 Penalty: 1146.122314
	Iteration 20F: 3 clusters Score -1.302514e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 291981 members 
Entering Unmasked Estep 
Score: -13026535.000000 Penalty: 1146.122314
	Iteration 21Q: 3 clusters Score -1.302654e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 293172 members 
Entering Unmasked Estep 
Score: -13027498.000000 Penalty: 1146.122314
	Iteration 22Q: 3 clusters Score -1.30275e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 293991 members 
Entering Unmasked Estep 
Score: -13028080.000000 Penalty: 1146.122314
	Iteration 23Q: 3 clusters Score -1.302808e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 294439 members 
Entering Unmasked Estep 
Score: -13028380.000000 Penalty: 1146.122314
	Iteration 24Q: 3 clusters Score -1.302838e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 294635 members 
Entering Unmasked Estep 
Score: -13028507.000000 Penalty: 1146.122314
	Iteration 25Q: 3 clusters Score -1.302851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 294740 members 
Entering Unmasked Estep 
Score: -13028591.000000 Penalty: 1146.122314
	Iteration 26Q: 3 clusters Score -1.302859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 294784 members 
Entering Unmasked Estep 
Score: -13028633.000000 Penalty: 1146.122314
	Iteration 27Q: 3 clusters Score -1.302863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294812 members 
Entering Unmasked Estep 
Score: -13028669.000000 Penalty: 1146.122314
	Iteration 28Q: 3 clusters Score -1.302867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294830 members 
Entering Unmasked Estep 
Score: -13028669.000000 Penalty: 1146.122314
	Iteration 29Q: 3 clusters Score -1.302867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 294843 members 
Entering Unmasked Estep 
Score: -13028693.000000 Penalty: 1146.122314
	Iteration 30Q: 3 clusters Score -1.302869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 294852 members 
Entering Unmasked Estep 
Score: -13028699.000000 Penalty: 1146.122314
	Iteration 31Q: 3 clusters Score -1.30287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 294857 members 
Entering Unmasked Estep 
Score: -13028712.000000 Penalty: 1146.122314
	Iteration 32Q: 3 clusters Score -1.302871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 294860 members 
Entering Unmasked Estep 
Score: -13028725.000000 Penalty: 1146.122314
	Iteration 33Q: 3 clusters Score -1.302872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 294868 members 
Entering Unmasked Estep 
Score: -13028731.000000 Penalty: 1146.122314
	Iteration 34Q: 3 clusters Score -1.302873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 294872 members 
Entering Unmasked Estep 
Score: -13028734.000000 Penalty: 1146.122314
	Iteration 35Q: 3 clusters Score -1.302873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294875 members 
Entering Unmasked Estep 
Score: -13028739.000000 Penalty: 1146.122314
	Iteration 36Q: 3 clusters Score -1.302874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294875 members 
Entering Unmasked Estep 
Score: -13028744.000000 Penalty: 1146.122314
	Iteration 37Q: 3 clusters Score -1.302874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 294874 members 
Entering Unmasked Estep 
Score: -13028746.000000 Penalty: 1146.122314
	Iteration 38Q: 3 clusters Score -1.302875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294875 members 
Entering Unmasked Estep 
Score: -13028746.000000 Penalty: 1146.122314
	Iteration 39Q: 3 clusters Score -1.302875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 294878 members 
Entering Unmasked Estep 
Score: -13028749.000000 Penalty: 1146.122314
	Iteration 40F: 3 clusters Score -1.302875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294879 members 
Entering Unmasked Estep 
Score: -13028752.000000 Penalty: 1146.122314
	Iteration 41Q: 3 clusters Score -1.302875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 294881 members 
Entering Unmasked Estep 
Score: -13028753.000000 Penalty: 1146.122314
	Iteration 42Q: 3 clusters Score -1.302875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 294882 members 
Entering Unmasked Estep 
Score: -13028747.000000 Penalty: 1146.122314
	Iteration 43Q: 3 clusters Score -1.302875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 294883 members 
Entering Unmasked Estep 
Score: -13028746.000000 Penalty: 1146.122314
	Iteration 44Q: 3 clusters Score -1.302875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 294884 members 
Entering Unmasked Estep 
Score: -13028747.000000 Penalty: 1146.122314
	Iteration 45Q: 3 clusters Score -1.302875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 294885 members 
Entering Unmasked Estep 
Score: -13028754.000000 Penalty: 1146.122314
	Iteration 46Q: 3 clusters Score -1.302875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 294885 members 
Entering Unmasked Estep 
Score: -13028756.000000 Penalty: 1146.122314
	Iteration 47Q: 3 clusters Score -1.302876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 294888 members 
Entering Unmasked Estep 
Score: -13028758.000000 Penalty: 1146.122314
	Iteration 48Q: 3 clusters Score -1.302876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 294889 members 
Entering Unmasked Estep 
Score: -13028764.000000 Penalty: 1146.122314
	Iteration 49Q: 3 clusters Score -1.302876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294890 members 
Entering Unmasked Estep 
Score: -13028766.000000 Penalty: 1146.122314
	Iteration 50Q: 3 clusters Score -1.302877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294890 members 
Entering Unmasked Estep 
Score: -13028766.000000 Penalty: 1146.122314
	Iteration 51F: 3 clusters Score -1.302877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Entering Unmasked Estep 
Score: -1137912.625000 Penalty: 463.261597
	Iteration 0F: 2 clusters Score -1137913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1120455.500000 Penalty: 926.523193
	Iteration 0F: 3 clusters Score -1120456 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1127776.875000 Penalty: 926.523193
	Iteration 1F: 3 clusters Score -1127777 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1128196.500000 Penalty: 926.523193
	Iteration 2Q: 3 clusters Score -1128196 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1128771.125000 Penalty: 926.523193
	Iteration 3Q: 3 clusters Score -1128771 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1129698.000000 Penalty: 926.523193
	Iteration 4F: 3 clusters Score -1129698 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1131173.000000 Penalty: 926.523193
	Iteration 5F: 3 clusters Score -1131173 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1133245.500000 Penalty: 926.523193
	Iteration 6F: 3 clusters Score -1133246 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1135025.250000 Penalty: 926.523193
	Iteration 7F: 3 clusters Score -1135025 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1135912.125000 Penalty: 926.523193
	Iteration 8Q: 3 clusters Score -1135912 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1136350.750000 Penalty: 926.523193
	Iteration 9Q: 3 clusters Score -1136351 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1136631.750000 Penalty: 926.523193
	Iteration 10Q: 3 clusters Score -1136632 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1136841.875000 Penalty: 926.523193
	Iteration 11Q: 3 clusters Score -1136842 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1136964.125000 Penalty: 926.523193
	Iteration 12Q: 3 clusters Score -1136964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1137025.000000 Penalty: 926.523193
	Iteration 13Q: 3 clusters Score -1137025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1137063.625000 Penalty: 926.523193
	Iteration 14Q: 3 clusters Score -1137064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1137086.125000 Penalty: 926.523193
	Iteration 15Q: 3 clusters Score -1137086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1137107.000000 Penalty: 926.523193
	Iteration 16Q: 3 clusters Score -1137107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1137113.875000 Penalty: 926.523193
	Iteration 17Q: 3 clusters Score -1137114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1137116.125000 Penalty: 926.523193
	Iteration 18Q: 3 clusters Score -1137116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1137121.125000 Penalty: 926.523193
	Iteration 19Q: 3 clusters Score -1137121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1137119.125000 Penalty: 926.523193
	Iteration 20F: 3 clusters Score -1137119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1137118.875000 Penalty: 926.523193
	Iteration 21Q: 3 clusters Score -1137119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1137123.625000 Penalty: 926.523193
	Iteration 22Q: 3 clusters Score -1137124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -1137124.000000 Penalty: 926.523193
	Iteration 23Q: 3 clusters Score -1137124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1137121.250000 Penalty: 926.523193
	Iteration 24Q: 3 clusters Score -1137121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1137124.000000 Penalty: 926.523193
	Iteration 25Q: 3 clusters Score -1137124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1137124.250000 Penalty: 926.523193
	Iteration 26Q: 3 clusters Score -1137124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1137126.125000 Penalty: 926.523193
	Iteration 27Q: 3 clusters Score -1137126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1137125.125000 Penalty: 926.523193
	Iteration 28Q: 3 clusters Score -1137125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1137126.500000 Penalty: 926.523193
	Iteration 29Q: 3 clusters Score -1137126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1137127.000000 Penalty: 926.523193
	Iteration 30Q: 3 clusters Score -1137127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1137125.375000 Penalty: 926.523193
	Iteration 31Q: 3 clusters Score -1137125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1137125.375000 Penalty: 926.523193
	Iteration 32F: 3 clusters Score -1137125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -34442.613281 Penalty: 311.873138
	Iteration 0F: 2 clusters Score -34442.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33659.347656 Penalty: 623.746277
	Iteration 0F: 3 clusters Score -33659.35 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -33929.421875 Penalty: 623.746277
	Iteration 1F: 3 clusters Score -33929.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34030.003906 Penalty: 623.746277
	Iteration 2F: 3 clusters Score -34030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34076.308594 Penalty: 623.746277
	Iteration 3F: 3 clusters Score -34076.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34102.921875 Penalty: 623.746277
	Iteration 4Q: 3 clusters Score -34102.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34128.457031 Penalty: 623.746277
	Iteration 5Q: 3 clusters Score -34128.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34144.578125 Penalty: 623.746277
	Iteration 6Q: 3 clusters Score -34144.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34159.988281 Penalty: 623.746277
	Iteration 7Q: 3 clusters Score -34159.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34181.632812 Penalty: 623.746277
	Iteration 8Q: 3 clusters Score -34181.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34207.808594 Penalty: 623.746277
	Iteration 9Q: 3 clusters Score -34207.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34235.945312 Penalty: 623.746277
	Iteration 10Q: 3 clusters Score -34235.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34262.054688 Penalty: 623.746277
	Iteration 11Q: 3 clusters Score -34262.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34294.281250 Penalty: 623.746277
	Iteration 12Q: 3 clusters Score -34294.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34323.199219 Penalty: 623.746277
	Iteration 13Q: 3 clusters Score -34323.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34347.425781 Penalty: 623.746277
	Iteration 14Q: 3 clusters Score -34347.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34366.945312 Penalty: 623.746277
	Iteration 15Q: 3 clusters Score -34366.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34383.953125 Penalty: 623.746277
	Iteration 16Q: 3 clusters Score -34383.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -34392.402344 Penalty: 623.746277
	Iteration 17Q: 3 clusters Score -34392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -34402.558594 Penalty: 623.746277
	Iteration 18Q: 3 clusters Score -34402.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -34417.332031 Penalty: 623.746277
	Iteration 19Q: 3 clusters Score -34417.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -34426.472656 Penalty: 623.746277
	Iteration 20F: 3 clusters Score -34426.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -34433.609375 Penalty: 623.746277
	Iteration 21Q: 3 clusters Score -34433.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -34437.261719 Penalty: 623.746277
	Iteration 22Q: 3 clusters Score -34437.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -34439.070312 Penalty: 623.746277
	Iteration 23Q: 3 clusters Score -34439.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -34439.871094 Penalty: 623.746277
	Iteration 24Q: 3 clusters Score -34439.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -34439.871094 Penalty: 623.746277
	Iteration 25F: 3 clusters Score -34439.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Entering Unmasked Estep 
Score: -1643114.625000 Penalty: 482.741302
	Iteration 0F: 2 clusters Score -1643115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1616012.125000 Penalty: 965.482605
	Iteration 0F: 3 clusters Score -1616012 nChanged 19569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1627576.250000 Penalty: 965.482605
	Iteration 1F: 3 clusters Score -1627576 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1628296.250000 Penalty: 965.482605
	Iteration 2Q: 3 clusters Score -1628296 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1629255.875000 Penalty: 965.482605
	Iteration 3Q: 3 clusters Score -1629256 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1630553.625000 Penalty: 965.482605
	Iteration 4F: 3 clusters Score -1630554 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1632122.125000 Penalty: 965.482605
	Iteration 5F: 3 clusters Score -1632122 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1633928.125000 Penalty: 965.482605
	Iteration 6F: 3 clusters Score -1633928 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1635649.375000 Penalty: 965.482605
	Iteration 7F: 3 clusters Score -1635649 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1636906.000000 Penalty: 965.482605
	Iteration 8F: 3 clusters Score -1636906 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -1637678.625000 Penalty: 965.482605
	Iteration 9Q: 3 clusters Score -1637679 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -1638150.250000 Penalty: 965.482605
	Iteration 10Q: 3 clusters Score -1638150 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -1638508.125000 Penalty: 965.482605
	Iteration 11Q: 3 clusters Score -1638508 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1638804.500000 Penalty: 965.482605
	Iteration 12Q: 3 clusters Score -1638804 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1639085.375000 Penalty: 965.482605
	Iteration 13Q: 3 clusters Score -1639085 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -1639338.875000 Penalty: 965.482605
	Iteration 14Q: 3 clusters Score -1639339 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -1639562.375000 Penalty: 965.482605
	Iteration 15Q: 3 clusters Score -1639562 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -1639748.250000 Penalty: 965.482605
	Iteration 16Q: 3 clusters Score -1639748 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -1639918.750000 Penalty: 965.482605
	Iteration 17Q: 3 clusters Score -1639919 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -1640074.250000 Penalty: 965.482605
	Iteration 18Q: 3 clusters Score -1640074 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -1640202.875000 Penalty: 965.482605
	Iteration 19Q: 3 clusters Score -1640203 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -1640334.750000 Penalty: 965.482605
	Iteration 20F: 3 clusters Score -1640335 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1640445.125000 Penalty: 965.482605
	Iteration 21Q: 3 clusters Score -1640445 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -1640584.000000 Penalty: 965.482605
	Iteration 22Q: 3 clusters Score -1640584 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1640712.625000 Penalty: 965.482605
	Iteration 23Q: 3 clusters Score -1640713 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -1640819.875000 Penalty: 965.482605
	Iteration 24Q: 3 clusters Score -1640820 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -1640971.125000 Penalty: 965.482605
	Iteration 25Q: 3 clusters Score -1640971 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -1641070.625000 Penalty: 965.482605
	Iteration 26Q: 3 clusters Score -1641071 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -1641196.875000 Penalty: 965.482605
	Iteration 27Q: 3 clusters Score -1641197 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -1641327.875000 Penalty: 965.482605
	Iteration 28Q: 3 clusters Score -1641328 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1641470.625000 Penalty: 965.482605
	Iteration 29Q: 3 clusters Score -1641471 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -1641594.000000 Penalty: 965.482605
	Iteration 30Q: 3 clusters Score -1641594 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -1641729.500000 Penalty: 965.482605
	Iteration 31Q: 3 clusters Score -1641730 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -1641854.125000 Penalty: 965.482605
	Iteration 32Q: 3 clusters Score -1641854 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -1641959.500000 Penalty: 965.482605
	Iteration 33Q: 3 clusters Score -1641960 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -1642061.875000 Penalty: 965.482605
	Iteration 34Q: 3 clusters Score -1642062 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -1642149.125000 Penalty: 965.482605
	Iteration 35Q: 3 clusters Score -1642149 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -1642245.250000 Penalty: 965.482605
	Iteration 36Q: 3 clusters Score -1642245 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -1642321.000000 Penalty: 965.482605
	Iteration 37Q: 3 clusters Score -1642321 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -1642392.625000 Penalty: 965.482605
	Iteration 38Q: 3 clusters Score -1642393 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -1642454.625000 Penalty: 965.482605
	Iteration 39Q: 3 clusters Score -1642455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -1642498.500000 Penalty: 965.482605
	Iteration 40F: 3 clusters Score -1642498 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -1642552.000000 Penalty: 965.482605
	Iteration 41Q: 3 clusters Score -1642552 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -1642598.125000 Penalty: 965.482605
	Iteration 42Q: 3 clusters Score -1642598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -1642644.250000 Penalty: 965.482605
	Iteration 43Q: 3 clusters Score -1642644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -1642676.125000 Penalty: 965.482605
	Iteration 44Q: 3 clusters Score -1642676 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -1642721.875000 Penalty: 965.482605
	Iteration 45Q: 3 clusters Score -1642722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -1642765.000000 Penalty: 965.482605
	Iteration 46Q: 3 clusters Score -1642765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -1642788.625000 Penalty: 965.482605
	Iteration 47Q: 3 clusters Score -1642789 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -1642812.250000 Penalty: 965.482605
	Iteration 48Q: 3 clusters Score -1642812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -1642833.375000 Penalty: 965.482605
	Iteration 49Q: 3 clusters Score -1642833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -1642855.500000 Penalty: 965.482605
	Iteration 50Q: 3 clusters Score -1642856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -1642872.625000 Penalty: 965.482605
	Iteration 51Q: 3 clusters Score -1642873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -1642888.125000 Penalty: 965.482605
	Iteration 52Q: 3 clusters Score -1642888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -1642912.250000 Penalty: 965.482605
	Iteration 53Q: 3 clusters Score -1642912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -1642922.875000 Penalty: 965.482605
	Iteration 54Q: 3 clusters Score -1642923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -1642936.500000 Penalty: 965.482605
	Iteration 55Q: 3 clusters Score -1642936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -1642944.625000 Penalty: 965.482605
	Iteration 56Q: 3 clusters Score -1642945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -1642948.875000 Penalty: 965.482605
	Iteration 57Q: 3 clusters Score -1642949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -1642950.500000 Penalty: 965.482605
	Iteration 58Q: 3 clusters Score -1642950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -1642956.750000 Penalty: 965.482605
	Iteration 59Q: 3 clusters Score -1642957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -1642962.875000 Penalty: 965.482605
	Iteration 60F: 3 clusters Score -1642963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -1642964.875000 Penalty: 965.482605
	Iteration 61Q: 3 clusters Score -1642965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -1642972.125000 Penalty: 965.482605
	Iteration 62Q: 3 clusters Score -1642972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -1642979.125000 Penalty: 965.482605
	Iteration 63Q: 3 clusters Score -1642979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -1642978.750000 Penalty: 965.482605
	Iteration 64Q: 3 clusters Score -1642979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -1642977.375000 Penalty: 965.482605
	Iteration 65Q: 3 clusters Score -1642977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -1642981.000000 Penalty: 965.482605
	Iteration 66Q: 3 clusters Score -1642981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -1642981.750000 Penalty: 965.482605
	Iteration 67Q: 3 clusters Score -1642982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -1642982.875000 Penalty: 965.482605
	Iteration 68Q: 3 clusters Score -1642983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -1642988.375000 Penalty: 965.482605
	Iteration 69Q: 3 clusters Score -1642988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -1642991.000000 Penalty: 965.482605
	Iteration 70Q: 3 clusters Score -1642991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -1642994.500000 Penalty: 965.482605
	Iteration 71Q: 3 clusters Score -1642994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -1642999.625000 Penalty: 965.482605
	Iteration 72Q: 3 clusters Score -1643000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -1643001.875000 Penalty: 965.482605
	Iteration 73Q: 3 clusters Score -1643002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -1643003.000000 Penalty: 965.482605
	Iteration 74Q: 3 clusters Score -1643003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -1643003.875000 Penalty: 965.482605
	Iteration 75Q: 3 clusters Score -1643004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -1643006.125000 Penalty: 965.482605
	Iteration 76Q: 3 clusters Score -1643006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -1643007.000000 Penalty: 965.482605
	Iteration 77Q: 3 clusters Score -1643007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -1643007.250000 Penalty: 965.482605
	Iteration 78Q: 3 clusters Score -1643007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -1643011.625000 Penalty: 965.482605
	Iteration 79Q: 3 clusters Score -1643012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -1643013.750000 Penalty: 965.482605
	Iteration 80F: 3 clusters Score -1643014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -1643016.875000 Penalty: 965.482605
	Iteration 81Q: 3 clusters Score -1643017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -1643014.625000 Penalty: 965.482605
	Iteration 82Q: 3 clusters Score -1643015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -1643015.500000 Penalty: 965.482605
	Iteration 83Q: 3 clusters Score -1643016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -1643016.000000 Penalty: 965.482605
	Iteration 84Q: 3 clusters Score -1643016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -1643016.375000 Penalty: 965.482605
	Iteration 85Q: 3 clusters Score -1643016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -1643016.375000 Penalty: 965.482605
	Iteration 86Q: 3 clusters Score -1643016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -1643016.375000 Penalty: 965.482605
	Iteration 87F: 3 clusters Score -1643016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Entering Unmasked Estep 
Score: -1712317.625000 Penalty: 480.790283
	Iteration 0F: 2 clusters Score -1712318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1686386.875000 Penalty: 961.580566
	Iteration 0F: 3 clusters Score -1686387 nChanged 18613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1697837.750000 Penalty: 961.580566
	Iteration 1F: 3 clusters Score -1697838 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1698449.125000 Penalty: 961.580566
	Iteration 2Q: 3 clusters Score -1698449 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1699383.000000 Penalty: 961.580566
	Iteration 3Q: 3 clusters Score -1699383 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -1700921.000000 Penalty: 961.580566
	Iteration 4F: 3 clusters Score -1700921 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -1702998.875000 Penalty: 961.580566
	Iteration 5F: 3 clusters Score -1702999 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -1704851.125000 Penalty: 961.580566
	Iteration 6F: 3 clusters Score -1704851 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -1705906.875000 Penalty: 961.580566
	Iteration 7Q: 3 clusters Score -1705907 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -1706425.250000 Penalty: 961.580566
	Iteration 8Q: 3 clusters Score -1706425 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1706777.000000 Penalty: 961.580566
	Iteration 9Q: 3 clusters Score -1706777 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -1707121.125000 Penalty: 961.580566
	Iteration 10Q: 3 clusters Score -1707121 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -1707443.125000 Penalty: 961.580566
	Iteration 11Q: 3 clusters Score -1707443 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -1707844.125000 Penalty: 961.580566
	Iteration 12Q: 3 clusters Score -1707844 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -1708240.250000 Penalty: 961.580566
	Iteration 13Q: 3 clusters Score -1708240 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -1708704.625000 Penalty: 961.580566
	Iteration 14Q: 3 clusters Score -1708705 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -1709187.375000 Penalty: 961.580566
	Iteration 15Q: 3 clusters Score -1709187 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -1709699.625000 Penalty: 961.580566
	Iteration 16Q: 3 clusters Score -1709700 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -1710165.625000 Penalty: 961.580566
	Iteration 17Q: 3 clusters Score -1710166 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -1710583.875000 Penalty: 961.580566
	Iteration 18Q: 3 clusters Score -1710584 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -1710923.625000 Penalty: 961.580566
	Iteration 19Q: 3 clusters Score -1710924 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -1711184.875000 Penalty: 961.580566
	Iteration 20F: 3 clusters Score -1711185 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -1711393.625000 Penalty: 961.580566
	Iteration 21Q: 3 clusters Score -1711394 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -1711548.750000 Penalty: 961.580566
	Iteration 22Q: 3 clusters Score -1711549 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -1711636.500000 Penalty: 961.580566
	Iteration 23Q: 3 clusters Score -1711636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -1711686.750000 Penalty: 961.580566
	Iteration 24Q: 3 clusters Score -1711687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -1711746.500000 Penalty: 961.580566
	Iteration 25Q: 3 clusters Score -1711746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -1711783.375000 Penalty: 961.580566
	Iteration 26Q: 3 clusters Score -1711783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -1711825.500000 Penalty: 961.580566
	Iteration 27Q: 3 clusters Score -1711826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -1711852.250000 Penalty: 961.580566
	Iteration 28Q: 3 clusters Score -1711852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -1711870.500000 Penalty: 961.580566
	Iteration 29Q: 3 clusters Score -1711870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -1711878.750000 Penalty: 961.580566
	Iteration 30Q: 3 clusters Score -1711879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -1711878.250000 Penalty: 961.580566
	Iteration 31Q: 3 clusters Score -1711878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -1711884.250000 Penalty: 961.580566
	Iteration 32Q: 3 clusters Score -1711884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -1711885.375000 Penalty: 961.580566
	Iteration 33Q: 3 clusters Score -1711885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -1711887.375000 Penalty: 961.580566
	Iteration 34Q: 3 clusters Score -1711887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -1711890.750000 Penalty: 961.580566
	Iteration 35Q: 3 clusters Score -1711891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -1711893.375000 Penalty: 961.580566
	Iteration 36Q: 3 clusters Score -1711893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -1711895.125000 Penalty: 961.580566
	Iteration 37Q: 3 clusters Score -1711895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -1711895.875000 Penalty: 961.580566
	Iteration 38Q: 3 clusters Score -1711896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -1711896.125000 Penalty: 961.580566
	Iteration 39Q: 3 clusters Score -1711896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -1711896.250000 Penalty: 961.580566
	Iteration 40F: 3 clusters Score -1711896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -1711896.000000 Penalty: 961.580566
	Iteration 41Q: 3 clusters Score -1711896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -1711898.250000 Penalty: 961.580566
	Iteration 42Q: 3 clusters Score -1711898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -1711897.500000 Penalty: 961.580566
	Iteration 43Q: 3 clusters Score -1711898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -1711897.875000 Penalty: 961.580566
	Iteration 44Q: 3 clusters Score -1711898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -1711898.750000 Penalty: 961.580566
	Iteration 45Q: 3 clusters Score -1711899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -1711898.750000 Penalty: 961.580566
	Iteration 46F: 3 clusters Score -1711899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Entering Unmasked Estep 
Score: -399614.718750 Penalty: 415.271667
	Iteration 0F: 2 clusters Score -399614.7 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 4605 members 
Entering Unmasked Estep 
Score: -393532.875000 Penalty: 830.543335
	Iteration 0F: 3 clusters Score -393532.9 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -395878.656250 Penalty: 830.543335
	Iteration 1F: 3 clusters Score -395878.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -396080.281250 Penalty: 830.543335
	Iteration 2F: 3 clusters Score -396080.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -396359.968750 Penalty: 830.543335
	Iteration 3F: 3 clusters Score -396360 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -396767.593750 Penalty: 830.543335
	Iteration 4F: 3 clusters Score -396767.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -397308.468750 Penalty: 830.543335
	Iteration 5F: 3 clusters Score -397308.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -397990.656250 Penalty: 830.543335
	Iteration 6F: 3 clusters Score -397990.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -398692.468750 Penalty: 830.543335
	Iteration 7F: 3 clusters Score -398692.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -399123.031250 Penalty: 830.543335
	Iteration 8Q: 3 clusters Score -399123 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -399250.000000 Penalty: 830.543335
	Iteration 9Q: 3 clusters Score -399250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -399300.875000 Penalty: 830.543335
	Iteration 10Q: 3 clusters Score -399300.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -399332.781250 Penalty: 830.543335
	Iteration 11Q: 3 clusters Score -399332.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -399355.500000 Penalty: 830.543335
	Iteration 12Q: 3 clusters Score -399355.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -399369.281250 Penalty: 830.543335
	Iteration 13Q: 3 clusters Score -399369.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -399376.468750 Penalty: 830.543335
	Iteration 14Q: 3 clusters Score -399376.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -399381.281250 Penalty: 830.543335
	Iteration 15Q: 3 clusters Score -399381.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -399384.906250 Penalty: 830.543335
	Iteration 16Q: 3 clusters Score -399384.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -399389.062500 Penalty: 830.543335
	Iteration 17Q: 3 clusters Score -399389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -399391.875000 Penalty: 830.543335
	Iteration 18Q: 3 clusters Score -399391.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -399397.218750 Penalty: 830.543335
	Iteration 19Q: 3 clusters Score -399397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -399402.781250 Penalty: 830.543335
	Iteration 20F: 3 clusters Score -399402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -399408.281250 Penalty: 830.543335
	Iteration 21Q: 3 clusters Score -399408.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -399412.750000 Penalty: 830.543335
	Iteration 22Q: 3 clusters Score -399412.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -399416.531250 Penalty: 830.543335
	Iteration 23Q: 3 clusters Score -399416.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -399421.156250 Penalty: 830.543335
	Iteration 24Q: 3 clusters Score -399421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -399422.593750 Penalty: 830.543335
	Iteration 25Q: 3 clusters Score -399422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -399423.312500 Penalty: 830.543335
	Iteration 26Q: 3 clusters Score -399423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -399423.312500 Penalty: 830.543335
	Iteration 27Q: 3 clusters Score -399423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -399424.062500 Penalty: 830.543335
	Iteration 28Q: 3 clusters Score -399424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -399423.937500 Penalty: 830.543335
	Iteration 29Q: 3 clusters Score -399423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -399425.406250 Penalty: 830.543335
	Iteration 30Q: 3 clusters Score -399425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -399427.093750 Penalty: 830.543335
	Iteration 31Q: 3 clusters Score -399427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -399428.937500 Penalty: 830.543335
	Iteration 32Q: 3 clusters Score -399428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -399428.218750 Penalty: 830.543335
	Iteration 33Q: 3 clusters Score -399428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -399428.250000 Penalty: 830.543335
	Iteration 34Q: 3 clusters Score -399428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -399428.093750 Penalty: 830.543335
	Iteration 35Q: 3 clusters Score -399428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -399427.531250 Penalty: 830.543335
	Iteration 36Q: 3 clusters Score -399427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -399427.468750 Penalty: 830.543335
	Iteration 37Q: 3 clusters Score -399427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -399428.281250 Penalty: 830.543335
	Iteration 38Q: 3 clusters Score -399428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -399428.406250 Penalty: 830.543335
	Iteration 39Q: 3 clusters Score -399428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -399428.656250 Penalty: 830.543335
	Iteration 40F: 3 clusters Score -399428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -399430.000000 Penalty: 830.543335
	Iteration 41Q: 3 clusters Score -399430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -399430.250000 Penalty: 830.543335
	Iteration 42Q: 3 clusters Score -399430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -399430.031250 Penalty: 830.543335
	Iteration 43Q: 3 clusters Score -399430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -399430.875000 Penalty: 830.543335
	Iteration 44Q: 3 clusters Score -399430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -399431.531250 Penalty: 830.543335
	Iteration 45Q: 3 clusters Score -399431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -399431.312500 Penalty: 830.543335
	Iteration 46Q: 3 clusters Score -399431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -399431.312500 Penalty: 830.543335
	Iteration 47F: 3 clusters Score -399431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Entering Unmasked Estep 
Score: -675762.000000 Penalty: 439.181030
	Iteration 0F: 2 clusters Score -675762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -665434.875000 Penalty: 878.362061
	Iteration 0F: 3 clusters Score -665434.9 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -669908.750000 Penalty: 878.362061
	Iteration 1F: 3 clusters Score -669908.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -670552.875000 Penalty: 878.362061
	Iteration 2F: 3 clusters Score -670552.9 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -671462.562500 Penalty: 878.362061
	Iteration 3F: 3 clusters Score -671462.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -672580.062500 Penalty: 878.362061
	Iteration 4F: 3 clusters Score -672580.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -673606.062500 Penalty: 878.362061
	Iteration 5F: 3 clusters Score -673606.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -674311.625000 Penalty: 878.362061
	Iteration 6Q: 3 clusters Score -674311.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -674709.062500 Penalty: 878.362061
	Iteration 7Q: 3 clusters Score -674709.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -674910.812500 Penalty: 878.362061
	Iteration 8Q: 3 clusters Score -674910.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -675017.437500 Penalty: 878.362061
	Iteration 9Q: 3 clusters Score -675017.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -675095.187500 Penalty: 878.362061
	Iteration 10Q: 3 clusters Score -675095.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -675152.562500 Penalty: 878.362061
	Iteration 11Q: 3 clusters Score -675152.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -675212.750000 Penalty: 878.362061
	Iteration 12Q: 3 clusters Score -675212.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -675253.062500 Penalty: 878.362061
	Iteration 13Q: 3 clusters Score -675253.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -675284.562500 Penalty: 878.362061
	Iteration 14Q: 3 clusters Score -675284.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -675310.937500 Penalty: 878.362061
	Iteration 15Q: 3 clusters Score -675310.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -675339.937500 Penalty: 878.362061
	Iteration 16Q: 3 clusters Score -675339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -675356.437500 Penalty: 878.362061
	Iteration 17Q: 3 clusters Score -675356.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -675359.187500 Penalty: 878.362061
	Iteration 18Q: 3 clusters Score -675359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -675366.625000 Penalty: 878.362061
	Iteration 19Q: 3 clusters Score -675366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -675371.250000 Penalty: 878.362061
	Iteration 20F: 3 clusters Score -675371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -675371.750000 Penalty: 878.362061
	Iteration 21Q: 3 clusters Score -675371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -675372.937500 Penalty: 878.362061
	Iteration 22Q: 3 clusters Score -675372.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -675377.125000 Penalty: 878.362061
	Iteration 23Q: 3 clusters Score -675377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -675380.625000 Penalty: 878.362061
	Iteration 24Q: 3 clusters Score -675380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -675382.437500 Penalty: 878.362061
	Iteration 25Q: 3 clusters Score -675382.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -675383.812500 Penalty: 878.362061
	Iteration 26Q: 3 clusters Score -675383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -675387.000000 Penalty: 878.362061
	Iteration 27Q: 3 clusters Score -675387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -675388.562500 Penalty: 878.362061
	Iteration 28Q: 3 clusters Score -675388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -675388.750000 Penalty: 878.362061
	Iteration 29Q: 3 clusters Score -675388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -675390.062500 Penalty: 878.362061
	Iteration 30Q: 3 clusters Score -675390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -675390.937500 Penalty: 878.362061
	Iteration 31Q: 3 clusters Score -675390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -675391.750000 Penalty: 878.362061
	Iteration 32Q: 3 clusters Score -675391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -675395.500000 Penalty: 878.362061
	Iteration 33Q: 3 clusters Score -675395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -675396.250000 Penalty: 878.362061
	Iteration 34Q: 3 clusters Score -675396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -675397.250000 Penalty: 878.362061
	Iteration 35Q: 3 clusters Score -675397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -675397.125000 Penalty: 878.362061
	Iteration 36Q: 3 clusters Score -675397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -675398.187500 Penalty: 878.362061
	Iteration 37Q: 3 clusters Score -675398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -675398.562500 Penalty: 878.362061
	Iteration 38Q: 3 clusters Score -675398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -675399.625000 Penalty: 878.362061
	Iteration 39Q: 3 clusters Score -675399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -675399.625000 Penalty: 878.362061
	Iteration 40F: 3 clusters Score -675399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -201794.062500 Penalty: 385.684387
	Iteration 0F: 2 clusters Score -201794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -198558.640625 Penalty: 771.368774
	Iteration 0F: 3 clusters Score -198558.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -199816.593750 Penalty: 771.368774
	Iteration 1F: 3 clusters Score -199816.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -200038.828125 Penalty: 771.368774
	Iteration 2F: 3 clusters Score -200038.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -200338.359375 Penalty: 771.368774
	Iteration 3F: 3 clusters Score -200338.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -200658.328125 Penalty: 771.368774
	Iteration 4F: 3 clusters Score -200658.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -200938.265625 Penalty: 771.368774
	Iteration 5F: 3 clusters Score -200938.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -201101.656250 Penalty: 771.368774
	Iteration 6F: 3 clusters Score -201101.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -201171.359375 Penalty: 771.368774
	Iteration 7Q: 3 clusters Score -201171.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -201199.359375 Penalty: 771.368774
	Iteration 8Q: 3 clusters Score -201199.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -201212.437500 Penalty: 771.368774
	Iteration 9Q: 3 clusters Score -201212.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -201219.546875 Penalty: 771.368774
	Iteration 10Q: 3 clusters Score -201219.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -201224.328125 Penalty: 771.368774
	Iteration 11Q: 3 clusters Score -201224.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -201226.703125 Penalty: 771.368774
	Iteration 12Q: 3 clusters Score -201226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -201228.703125 Penalty: 771.368774
	Iteration 13Q: 3 clusters Score -201228.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -201231.859375 Penalty: 771.368774
	Iteration 14Q: 3 clusters Score -201231.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -201234.687500 Penalty: 771.368774
	Iteration 15Q: 3 clusters Score -201234.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -201238.234375 Penalty: 771.368774
	Iteration 16Q: 3 clusters Score -201238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -201241.718750 Penalty: 771.368774
	Iteration 17Q: 3 clusters Score -201241.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -201243.921875 Penalty: 771.368774
	Iteration 18Q: 3 clusters Score -201243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -201244.390625 Penalty: 771.368774
	Iteration 19Q: 3 clusters Score -201244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -201245.421875 Penalty: 771.368774
	Iteration 20F: 3 clusters Score -201245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -201247.093750 Penalty: 771.368774
	Iteration 21Q: 3 clusters Score -201247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -201248.500000 Penalty: 771.368774
	Iteration 22Q: 3 clusters Score -201248.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -201249.515625 Penalty: 771.368774
	Iteration 23Q: 3 clusters Score -201249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -201250.062500 Penalty: 771.368774
	Iteration 24Q: 3 clusters Score -201250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -201250.890625 Penalty: 771.368774
	Iteration 25Q: 3 clusters Score -201250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -201251.984375 Penalty: 771.368774
	Iteration 26Q: 3 clusters Score -201252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -201253.203125 Penalty: 771.368774
	Iteration 27Q: 3 clusters Score -201253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -201254.921875 Penalty: 771.368774
	Iteration 28Q: 3 clusters Score -201254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -201256.828125 Penalty: 771.368774
	Iteration 29Q: 3 clusters Score -201256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -201258.265625 Penalty: 771.368774
	Iteration 30Q: 3 clusters Score -201258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -201258.937500 Penalty: 771.368774
	Iteration 31Q: 3 clusters Score -201258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -201259.593750 Penalty: 771.368774
	Iteration 32Q: 3 clusters Score -201259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -201259.921875 Penalty: 771.368774
	Iteration 33Q: 3 clusters Score -201259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -201261.328125 Penalty: 771.368774
	Iteration 34Q: 3 clusters Score -201261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -201262.015625 Penalty: 771.368774
	Iteration 35Q: 3 clusters Score -201262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -201261.890625 Penalty: 771.368774
	Iteration 36Q: 3 clusters Score -201261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -201262.546875 Penalty: 771.368774
	Iteration 37Q: 3 clusters Score -201262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -201262.812500 Penalty: 771.368774
	Iteration 38Q: 3 clusters Score -201262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -201262.578125 Penalty: 771.368774
	Iteration 39Q: 3 clusters Score -201262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -201263.437500 Penalty: 771.368774
	Iteration 40F: 3 clusters Score -201263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -201264.828125 Penalty: 771.368774
	Iteration 41Q: 3 clusters Score -201264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -201264.890625 Penalty: 771.368774
	Iteration 42Q: 3 clusters Score -201264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -201265.703125 Penalty: 771.368774
	Iteration 43Q: 3 clusters Score -201265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -201266.171875 Penalty: 771.368774
	Iteration 44Q: 3 clusters Score -201266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -201266.171875 Penalty: 771.368774
	Iteration 45F: 3 clusters Score -201266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Entering Unmasked Estep 
Score: -3600589.000000 Penalty: 514.303589
	Iteration 0F: 2 clusters Score -3600589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -3545614.750000 Penalty: 1028.607178
	Iteration 0F: 3 clusters Score -3545615 nChanged 39631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3571075.500000 Penalty: 1028.607178
	Iteration 1F: 3 clusters Score -3571076 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3573675.750000 Penalty: 1028.607178
	Iteration 2F: 3 clusters Score -3573676 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3577938.250000 Penalty: 1028.607178
	Iteration 3F: 3 clusters Score -3577938 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3583875.000000 Penalty: 1028.607178
	Iteration 4F: 3 clusters Score -3583875 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3590010.250000 Penalty: 1028.607178
	Iteration 5F: 3 clusters Score -3590010 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3594684.750000 Penalty: 1028.607178
	Iteration 6F: 3 clusters Score -3594685 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3597437.250000 Penalty: 1028.607178
	Iteration 7Q: 3 clusters Score -3597437 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3598860.500000 Penalty: 1028.607178
	Iteration 8Q: 3 clusters Score -3598860 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3599571.750000 Penalty: 1028.607178
	Iteration 9Q: 3 clusters Score -3599572 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3599889.500000 Penalty: 1028.607178
	Iteration 10Q: 3 clusters Score -3599890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3600060.500000 Penalty: 1028.607178
	Iteration 11Q: 3 clusters Score -3600060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3600146.000000 Penalty: 1028.607178
	Iteration 12Q: 3 clusters Score -3600146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3600192.500000 Penalty: 1028.607178
	Iteration 13Q: 3 clusters Score -3600192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3600212.000000 Penalty: 1028.607178
	Iteration 14Q: 3 clusters Score -3600212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3600235.000000 Penalty: 1028.607178
	Iteration 15Q: 3 clusters Score -3600235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3600241.500000 Penalty: 1028.607178
	Iteration 16Q: 3 clusters Score -3600242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3600248.000000 Penalty: 1028.607178
	Iteration 17Q: 3 clusters Score -3600248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3600251.250000 Penalty: 1028.607178
	Iteration 18Q: 3 clusters Score -3600251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3600252.250000 Penalty: 1028.607178
	Iteration 19Q: 3 clusters Score -3600252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3600252.250000 Penalty: 1028.607178
	Iteration 20F: 3 clusters Score -3600252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3600256.000000 Penalty: 1028.607178
	Iteration 21Q: 3 clusters Score -3600256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3600256.750000 Penalty: 1028.607178
	Iteration 22Q: 3 clusters Score -3600257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3600259.000000 Penalty: 1028.607178
	Iteration 23Q: 3 clusters Score -3600259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3600260.500000 Penalty: 1028.607178
	Iteration 24Q: 3 clusters Score -3600260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3600258.250000 Penalty: 1028.607178
	Iteration 25Q: 3 clusters Score -3600258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3600258.250000 Penalty: 1028.607178
	Iteration 26F: 3 clusters Score -3600258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -77782.281250 Penalty: 342.195312
	Iteration 0F: 2 clusters Score -77782.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -76429.929688 Penalty: 684.390625
	Iteration 0F: 3 clusters Score -76429.93 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -76877.984375 Penalty: 684.390625
	Iteration 1F: 3 clusters Score -76877.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76983.703125 Penalty: 684.390625
	Iteration 2F: 3 clusters Score -76983.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77074.695312 Penalty: 684.390625
	Iteration 3F: 3 clusters Score -77074.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77150.343750 Penalty: 684.390625
	Iteration 4F: 3 clusters Score -77150.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77217.140625 Penalty: 684.390625
	Iteration 5Q: 3 clusters Score -77217.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77303.851562 Penalty: 684.390625
	Iteration 6Q: 3 clusters Score -77303.85 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77380.140625 Penalty: 684.390625
	Iteration 7Q: 3 clusters Score -77380.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77443.984375 Penalty: 684.390625
	Iteration 8Q: 3 clusters Score -77443.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77482.664062 Penalty: 684.390625
	Iteration 9Q: 3 clusters Score -77482.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77510.320312 Penalty: 684.390625
	Iteration 10Q: 3 clusters Score -77510.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -77550.515625 Penalty: 684.390625
	Iteration 11Q: 3 clusters Score -77550.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -77581.234375 Penalty: 684.390625
	Iteration 12Q: 3 clusters Score -77581.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -77601.398438 Penalty: 684.390625
	Iteration 13Q: 3 clusters Score -77601.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -77615.117188 Penalty: 684.390625
	Iteration 14Q: 3 clusters Score -77615.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -77623.492188 Penalty: 684.390625
	Iteration 15Q: 3 clusters Score -77623.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -77626.226562 Penalty: 684.390625
	Iteration 16Q: 3 clusters Score -77626.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -77631.164062 Penalty: 684.390625
	Iteration 17Q: 3 clusters Score -77631.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77634.031250 Penalty: 684.390625
	Iteration 18Q: 3 clusters Score -77634.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -77637.031250 Penalty: 684.390625
	Iteration 19Q: 3 clusters Score -77637.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -77639.468750 Penalty: 684.390625
	Iteration 20F: 3 clusters Score -77639.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77641.453125 Penalty: 684.390625
	Iteration 21Q: 3 clusters Score -77641.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77642.164062 Penalty: 684.390625
	Iteration 22Q: 3 clusters Score -77642.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77642.351562 Penalty: 684.390625
	Iteration 23Q: 3 clusters Score -77642.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77642.601562 Penalty: 684.390625
	Iteration 24Q: 3 clusters Score -77642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77642.601562 Penalty: 684.390625
	Iteration 25F: 3 clusters Score -77642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -4036.268066 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -4036.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3817.706787 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -3817.707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3875.987549 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -3875.988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3898.468750 Penalty: 435.661743
	Iteration 2F: 3 clusters Score -3898.469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3906.030029 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -3906.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3909.610596 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -3909.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -3911.497314 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -3911.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -3917.675781 Penalty: 435.661743
	Iteration 6Q: 3 clusters Score -3917.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3919.199463 Penalty: 435.661743
	Iteration 7Q: 3 clusters Score -3919.199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3925.639404 Penalty: 435.661743
	Iteration 8Q: 3 clusters Score -3925.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3934.088867 Penalty: 435.661743
	Iteration 9Q: 3 clusters Score -3934.089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3934.088867 Penalty: 435.661743
	Iteration 10F: 3 clusters Score -3934.089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162102 members 
Entering Unmasked Estep 
Score: -7207779.500000 Penalty: 545.817139
	Iteration 0F: 2 clusters Score -7207780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -7097400.500000 Penalty: 1091.634277
	Iteration 0F: 3 clusters Score -7097400 nChanged 79949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -7146348.000000 Penalty: 1091.634277
	Iteration 1F: 3 clusters Score -7146348 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -7149586.000000 Penalty: 1091.634277
	Iteration 2Q: 3 clusters Score -7149586 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -7155371.000000 Penalty: 1091.634277
	Iteration 3F: 3 clusters Score -7155371 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -7164999.000000 Penalty: 1091.634277
	Iteration 4F: 3 clusters Score -7164999 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -7178513.000000 Penalty: 1091.634277
	Iteration 5F: 3 clusters Score -7178513 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -7192308.500000 Penalty: 1091.634277
	Iteration 6F: 3 clusters Score -7192308 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -7201589.000000 Penalty: 1091.634277
	Iteration 7F: 3 clusters Score -7201589 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -7205614.000000 Penalty: 1091.634277
	Iteration 8Q: 3 clusters Score -7205614 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 161542 members 
Entering Unmasked Estep 
Score: -7206871.500000 Penalty: 1091.634277
	Iteration 9Q: 3 clusters Score -7206872 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -7207130.500000 Penalty: 1091.634277
	Iteration 10Q: 3 clusters Score -7207130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -7207221.000000 Penalty: 1091.634277
	Iteration 11Q: 3 clusters Score -7207221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162014 members 
Entering Unmasked Estep 
Score: -7207257.000000 Penalty: 1091.634277
	Iteration 12Q: 3 clusters Score -7207257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 162024 members 
Entering Unmasked Estep 
Score: -7207268.500000 Penalty: 1091.634277
	Iteration 13Q: 3 clusters Score -7207268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -7207277.500000 Penalty: 1091.634277
	Iteration 14Q: 3 clusters Score -7207278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -7207285.500000 Penalty: 1091.634277
	Iteration 15Q: 3 clusters Score -7207286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -7207294.000000 Penalty: 1091.634277
	Iteration 16Q: 3 clusters Score -7207294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -7207288.500000 Penalty: 1091.634277
	Iteration 17Q: 3 clusters Score -7207288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -7207288.500000 Penalty: 1091.634277
	Iteration 18F: 3 clusters Score -7207288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -114513.632812 Penalty: 358.696808
	Iteration 0F: 2 clusters Score -114513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -112631.398438 Penalty: 717.393616
	Iteration 0F: 3 clusters Score -112631.4 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -113344.593750 Penalty: 717.393616
	Iteration 1F: 3 clusters Score -113344.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -113476.171875 Penalty: 717.393616
	Iteration 2F: 3 clusters Score -113476.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -113583.093750 Penalty: 717.393616
	Iteration 3F: 3 clusters Score -113583.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -113691.867188 Penalty: 717.393616
	Iteration 4F: 3 clusters Score -113691.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -113789.015625 Penalty: 717.393616
	Iteration 5F: 3 clusters Score -113789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -113883.890625 Penalty: 717.393616
	Iteration 6F: 3 clusters Score -113883.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -113974.289062 Penalty: 717.393616
	Iteration 7F: 3 clusters Score -113974.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -114023.906250 Penalty: 717.393616
	Iteration 8Q: 3 clusters Score -114023.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -114065.515625 Penalty: 717.393616
	Iteration 9Q: 3 clusters Score -114065.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -114089.617188 Penalty: 717.393616
	Iteration 10Q: 3 clusters Score -114089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -114109.601562 Penalty: 717.393616
	Iteration 11Q: 3 clusters Score -114109.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -114130.234375 Penalty: 717.393616
	Iteration 12Q: 3 clusters Score -114130.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -114141.664062 Penalty: 717.393616
	Iteration 13Q: 3 clusters Score -114141.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -114152.539062 Penalty: 717.393616
	Iteration 14Q: 3 clusters Score -114152.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -114162.867188 Penalty: 717.393616
	Iteration 15Q: 3 clusters Score -114162.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -114167.757812 Penalty: 717.393616
	Iteration 16Q: 3 clusters Score -114167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -114170.523438 Penalty: 717.393616
	Iteration 17Q: 3 clusters Score -114170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -114171.820312 Penalty: 717.393616
	Iteration 18Q: 3 clusters Score -114171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -114173.335938 Penalty: 717.393616
	Iteration 19Q: 3 clusters Score -114173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -114175.492188 Penalty: 717.393616
	Iteration 20F: 3 clusters Score -114175.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -114177.718750 Penalty: 717.393616
	Iteration 21Q: 3 clusters Score -114177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -114180.117188 Penalty: 717.393616
	Iteration 22Q: 3 clusters Score -114180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -114181.789062 Penalty: 717.393616
	Iteration 23Q: 3 clusters Score -114181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -114183.187500 Penalty: 717.393616
	Iteration 24Q: 3 clusters Score -114183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -114183.843750 Penalty: 717.393616
	Iteration 25Q: 3 clusters Score -114183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -114184.078125 Penalty: 717.393616
	Iteration 26Q: 3 clusters Score -114184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -114184.296875 Penalty: 717.393616
	Iteration 27Q: 3 clusters Score -114184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -114184.500000 Penalty: 717.393616
	Iteration 28Q: 3 clusters Score -114184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -114184.500000 Penalty: 717.393616
	Iteration 29F: 3 clusters Score -114184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Entering Unmasked Estep 
Score: -927702.500000 Penalty: 453.289948
	Iteration 0F: 2 clusters Score -927702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -913553.687500 Penalty: 906.579895
	Iteration 0F: 3 clusters Score -913553.7 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -919667.687500 Penalty: 906.579895
	Iteration 1F: 3 clusters Score -919667.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -920259.500000 Penalty: 906.579895
	Iteration 2F: 3 clusters Score -920259.5 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -921250.875000 Penalty: 906.579895
	Iteration 3F: 3 clusters Score -921250.9 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -922631.687500 Penalty: 906.579895
	Iteration 4F: 3 clusters Score -922631.7 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -923830.125000 Penalty: 906.579895
	Iteration 5F: 3 clusters Score -923830.1 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -924569.187500 Penalty: 906.579895
	Iteration 6F: 3 clusters Score -924569.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -925120.125000 Penalty: 906.579895
	Iteration 7Q: 3 clusters Score -925120.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -925719.687500 Penalty: 906.579895
	Iteration 8Q: 3 clusters Score -925719.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -926286.000000 Penalty: 906.579895
	Iteration 9Q: 3 clusters Score -926286 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -926750.375000 Penalty: 906.579895
	Iteration 10Q: 3 clusters Score -926750.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -927078.312500 Penalty: 906.579895
	Iteration 11Q: 3 clusters Score -927078.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -927270.937500 Penalty: 906.579895
	Iteration 12Q: 3 clusters Score -927270.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -927395.750000 Penalty: 906.579895
	Iteration 13Q: 3 clusters Score -927395.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -927456.000000 Penalty: 906.579895
	Iteration 14Q: 3 clusters Score -927456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -927483.750000 Penalty: 906.579895
	Iteration 15Q: 3 clusters Score -927483.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -927498.875000 Penalty: 906.579895
	Iteration 16Q: 3 clusters Score -927498.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -927505.812500 Penalty: 906.579895
	Iteration 17Q: 3 clusters Score -927505.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -927516.125000 Penalty: 906.579895
	Iteration 18Q: 3 clusters Score -927516.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -927520.875000 Penalty: 906.579895
	Iteration 19Q: 3 clusters Score -927520.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -927524.437500 Penalty: 906.579895
	Iteration 20F: 3 clusters Score -927524.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -927527.250000 Penalty: 906.579895
	Iteration 21Q: 3 clusters Score -927527.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -927528.062500 Penalty: 906.579895
	Iteration 22Q: 3 clusters Score -927528.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -927525.625000 Penalty: 906.579895
	Iteration 23Q: 3 clusters Score -927525.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -927528.812500 Penalty: 906.579895
	Iteration 24Q: 3 clusters Score -927528.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -927528.750000 Penalty: 906.579895
	Iteration 25Q: 3 clusters Score -927528.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -927528.687500 Penalty: 906.579895
	Iteration 26Q: 3 clusters Score -927528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -927528.000000 Penalty: 906.579895
	Iteration 27Q: 3 clusters Score -927528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -927526.750000 Penalty: 906.579895
	Iteration 28Q: 3 clusters Score -927526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -927524.312500 Penalty: 906.579895
	Iteration 29Q: 3 clusters Score -927524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -927524.937500 Penalty: 906.579895
	Iteration 30Q: 3 clusters Score -927524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -927524.875000 Penalty: 906.579895
	Iteration 31Q: 3 clusters Score -927524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -927525.250000 Penalty: 906.579895
	Iteration 32Q: 3 clusters Score -927525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -927526.312500 Penalty: 906.579895
	Iteration 33Q: 3 clusters Score -927526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -927525.812500 Penalty: 906.579895
	Iteration 34Q: 3 clusters Score -927525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -927525.375000 Penalty: 906.579895
	Iteration 35Q: 3 clusters Score -927525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -927525.312500 Penalty: 906.579895
	Iteration 36Q: 3 clusters Score -927525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -927524.562500 Penalty: 906.579895
	Iteration 37Q: 3 clusters Score -927524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -927524.687500 Penalty: 906.579895
	Iteration 38Q: 3 clusters Score -927524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -927526.437500 Penalty: 906.579895
	Iteration 39Q: 3 clusters Score -927526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -927526.125000 Penalty: 906.579895
	Iteration 40F: 3 clusters Score -927526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -927525.062500 Penalty: 906.579895
	Iteration 41Q: 3 clusters Score -927525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -927525.687500 Penalty: 906.579895
	Iteration 42Q: 3 clusters Score -927525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -927526.000000 Penalty: 906.579895
	Iteration 43Q: 3 clusters Score -927526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -927526.062500 Penalty: 906.579895
	Iteration 44Q: 3 clusters Score -927526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -927524.187500 Penalty: 906.579895
	Iteration 45Q: 3 clusters Score -927524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -927524.312500 Penalty: 906.579895
	Iteration 46Q: 3 clusters Score -927524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -927524.312500 Penalty: 906.579895
	Iteration 47F: 3 clusters Score -927524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (305875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305875 members 
Entering Unmasked Estep 
Score: -13627128.000000 Penalty: 574.707397
	Iteration 0F: 2 clusters Score -1.362713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153214 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -13424264.000000 Penalty: 1149.414795
	Iteration 0F: 3 clusters Score -1.342426e+07 nChanged 151047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -13518304.000000 Penalty: 1149.414795
	Iteration 1F: 3 clusters Score -1.35183e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176155 members 
Mstep: Class 2 contains 129720 members 
Entering Unmasked Estep 
Score: -13523125.000000 Penalty: 1149.414795
	Iteration 2Q: 3 clusters Score -1.352312e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188643 members 
Mstep: Class 2 contains 117232 members 
Entering Unmasked Estep 
Score: -13530454.000000 Penalty: 1149.414795
	Iteration 3F: 3 clusters Score -1.353045e+07 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205624 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -13542680.000000 Penalty: 1149.414795
	Iteration 4F: 3 clusters Score -1.354268e+07 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226589 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -13560066.000000 Penalty: 1149.414795
	Iteration 5F: 3 clusters Score -1.356007e+07 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248044 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -13580241.000000 Penalty: 1149.414795
	Iteration 6F: 3 clusters Score -1.358024e+07 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266142 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -13597667.000000 Penalty: 1149.414795
	Iteration 7F: 3 clusters Score -1.359767e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278933 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -13609433.000000 Penalty: 1149.414795
	Iteration 8Q: 3 clusters Score -1.360943e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287522 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -13616613.000000 Penalty: 1149.414795
	Iteration 9Q: 3 clusters Score -1.361661e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293446 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -13620482.000000 Penalty: 1149.414795
	Iteration 10Q: 3 clusters Score -1.362048e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297538 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -13622906.000000 Penalty: 1149.414795
	Iteration 11Q: 3 clusters Score -1.362291e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300349 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -13624240.000000 Penalty: 1149.414795
	Iteration 12Q: 3 clusters Score -1.362424e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302190 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13625105.000000 Penalty: 1149.414795
	Iteration 13Q: 3 clusters Score -1.36251e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303408 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -13625619.000000 Penalty: 1149.414795
	Iteration 14Q: 3 clusters Score -1.362562e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304189 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -13625960.000000 Penalty: 1149.414795
	Iteration 15Q: 3 clusters Score -1.362596e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13626197.000000 Penalty: 1149.414795
	Iteration 16Q: 3 clusters Score -1.36262e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305053 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13626355.000000 Penalty: 1149.414795
	Iteration 17Q: 3 clusters Score -1.362636e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305238 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13626479.000000 Penalty: 1149.414795
	Iteration 18Q: 3 clusters Score -1.362648e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305373 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13626550.000000 Penalty: 1149.414795
	Iteration 19Q: 3 clusters Score -1.362655e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13626583.000000 Penalty: 1149.414795
	Iteration 20F: 3 clusters Score -1.362658e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305491 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13626597.000000 Penalty: 1149.414795
	Iteration 21Q: 3 clusters Score -1.36266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305525 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13626626.000000 Penalty: 1149.414795
	Iteration 22Q: 3 clusters Score -1.362663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305554 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13626633.000000 Penalty: 1149.414795
	Iteration 23Q: 3 clusters Score -1.362663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305578 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13626636.000000 Penalty: 1149.414795
	Iteration 24Q: 3 clusters Score -1.362664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305594 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13626637.000000 Penalty: 1149.414795
	Iteration 25Q: 3 clusters Score -1.362664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305604 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13626634.000000 Penalty: 1149.414795
	Iteration 26Q: 3 clusters Score -1.362663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305610 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13626641.000000 Penalty: 1149.414795
	Iteration 27Q: 3 clusters Score -1.362664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13626648.000000 Penalty: 1149.414795
	Iteration 28Q: 3 clusters Score -1.362665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305610 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13626644.000000 Penalty: 1149.414795
	Iteration 29Q: 3 clusters Score -1.362664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13626655.000000 Penalty: 1149.414795
	Iteration 30Q: 3 clusters Score -1.362666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13626655.000000 Penalty: 1149.414795
	Iteration 31F: 3 clusters Score -1.362666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -366335.062500 Penalty: 411.595490
	Iteration 0F: 2 clusters Score -366335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -360664.250000 Penalty: 823.190979
	Iteration 0F: 3 clusters Score -360664.2 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -362831.531250 Penalty: 823.190979
	Iteration 1F: 3 clusters Score -362831.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -362958.531250 Penalty: 823.190979
	Iteration 2Q: 3 clusters Score -362958.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -363089.625000 Penalty: 823.190979
	Iteration 3Q: 3 clusters Score -363089.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -363227.687500 Penalty: 823.190979
	Iteration 4Q: 3 clusters Score -363227.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -363377.531250 Penalty: 823.190979
	Iteration 5Q: 3 clusters Score -363377.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -363582.718750 Penalty: 823.190979
	Iteration 6Q: 3 clusters Score -363582.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -363877.250000 Penalty: 823.190979
	Iteration 7Q: 3 clusters Score -363877.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -364265.062500 Penalty: 823.190979
	Iteration 8F: 3 clusters Score -364265.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -364665.687500 Penalty: 823.190979
	Iteration 9F: 3 clusters Score -364665.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -364931.062500 Penalty: 823.190979
	Iteration 10Q: 3 clusters Score -364931.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -365132.375000 Penalty: 823.190979
	Iteration 11Q: 3 clusters Score -365132.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -365316.093750 Penalty: 823.190979
	Iteration 12Q: 3 clusters Score -365316.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -365515.593750 Penalty: 823.190979
	Iteration 13Q: 3 clusters Score -365515.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -365720.375000 Penalty: 823.190979
	Iteration 14Q: 3 clusters Score -365720.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -365901.406250 Penalty: 823.190979
	Iteration 15Q: 3 clusters Score -365901.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -366026.593750 Penalty: 823.190979
	Iteration 16Q: 3 clusters Score -366026.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -366103.218750 Penalty: 823.190979
	Iteration 17Q: 3 clusters Score -366103.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -366141.593750 Penalty: 823.190979
	Iteration 18Q: 3 clusters Score -366141.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -366158.593750 Penalty: 823.190979
	Iteration 19Q: 3 clusters Score -366158.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -366167.687500 Penalty: 823.190979
	Iteration 20F: 3 clusters Score -366167.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -366173.781250 Penalty: 823.190979
	Iteration 21Q: 3 clusters Score -366173.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -366177.718750 Penalty: 823.190979
	Iteration 22Q: 3 clusters Score -366177.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -366179.781250 Penalty: 823.190979
	Iteration 23Q: 3 clusters Score -366179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -366182.937500 Penalty: 823.190979
	Iteration 24Q: 3 clusters Score -366182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -366185.906250 Penalty: 823.190979
	Iteration 25Q: 3 clusters Score -366185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -366186.406250 Penalty: 823.190979
	Iteration 26Q: 3 clusters Score -366186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -366187.062500 Penalty: 823.190979
	Iteration 27Q: 3 clusters Score -366187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -366188.375000 Penalty: 823.190979
	Iteration 28Q: 3 clusters Score -366188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -366188.343750 Penalty: 823.190979
	Iteration 29Q: 3 clusters Score -366188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -366188.406250 Penalty: 823.190979
	Iteration 30Q: 3 clusters Score -366188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -366188.718750 Penalty: 823.190979
	Iteration 31Q: 3 clusters Score -366188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -366188.406250 Penalty: 823.190979
	Iteration 32Q: 3 clusters Score -366188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -366188.437500 Penalty: 823.190979
	Iteration 33Q: 3 clusters Score -366188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -366188.437500 Penalty: 823.190979
	Iteration 34F: 3 clusters Score -366188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5778.084473 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5778.084 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 90 members 
Entering Unmasked Estep 
Score: -5550.005859 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5550.006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5598.469727 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5598.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5608.575195 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5608.575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5609.368652 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -5609.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5609.880371 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5609.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5609.880371 Penalty: 474.559143
	Iteration 5F: 3 clusters Score -5609.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Entering Unmasked Estep 
Score: -1955374.375000 Penalty: 486.811157
	Iteration 0F: 2 clusters Score -1955374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1925793.000000 Penalty: 973.622314
	Iteration 0F: 3 clusters Score -1925793 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -1938500.500000 Penalty: 973.622314
	Iteration 1F: 3 clusters Score -1938500 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -1938910.125000 Penalty: 973.622314
	Iteration 2Q: 3 clusters Score -1938910 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -1939591.250000 Penalty: 973.622314
	Iteration 3Q: 3 clusters Score -1939591 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -1940892.125000 Penalty: 973.622314
	Iteration 4F: 3 clusters Score -1940892 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -1943240.750000 Penalty: 973.622314
	Iteration 5F: 3 clusters Score -1943241 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -1946864.125000 Penalty: 973.622314
	Iteration 6F: 3 clusters Score -1946864 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -1950632.000000 Penalty: 973.622314
	Iteration 7F: 3 clusters Score -1950632 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -1953301.250000 Penalty: 973.622314
	Iteration 8F: 3 clusters Score -1953301 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -1954461.500000 Penalty: 973.622314
	Iteration 9Q: 3 clusters Score -1954462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -1954808.750000 Penalty: 973.622314
	Iteration 10Q: 3 clusters Score -1954809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -1954887.875000 Penalty: 973.622314
	Iteration 11Q: 3 clusters Score -1954888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -1954912.625000 Penalty: 973.622314
	Iteration 12Q: 3 clusters Score -1954913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -1954931.250000 Penalty: 973.622314
	Iteration 13Q: 3 clusters Score -1954931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -1954936.250000 Penalty: 973.622314
	Iteration 14Q: 3 clusters Score -1954936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -1954937.000000 Penalty: 973.622314
	Iteration 15Q: 3 clusters Score -1954937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -1954937.000000 Penalty: 973.622314
	Iteration 16F: 3 clusters Score -1954937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Entering Unmasked Estep 
Score: -2530330.250000 Penalty: 498.031189
	Iteration 0F: 2 clusters Score -2530330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2492153.250000 Penalty: 996.062378
	Iteration 0F: 3 clusters Score -2492153 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -2509832.250000 Penalty: 996.062378
	Iteration 1F: 3 clusters Score -2509832 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2511305.250000 Penalty: 996.062378
	Iteration 2F: 3 clusters Score -2511305 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2513714.750000 Penalty: 996.062378
	Iteration 3F: 3 clusters Score -2513715 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2517277.500000 Penalty: 996.062378
	Iteration 4F: 3 clusters Score -2517278 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2521092.500000 Penalty: 996.062378
	Iteration 5F: 3 clusters Score -2521092 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2523642.500000 Penalty: 996.062378
	Iteration 6F: 3 clusters Score -2523642 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2525176.000000 Penalty: 996.062378
	Iteration 7Q: 3 clusters Score -2525176 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2526411.000000 Penalty: 996.062378
	Iteration 8Q: 3 clusters Score -2526411 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2527509.500000 Penalty: 996.062378
	Iteration 9Q: 3 clusters Score -2527510 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2528410.500000 Penalty: 996.062378
	Iteration 10Q: 3 clusters Score -2528410 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2528972.000000 Penalty: 996.062378
	Iteration 11Q: 3 clusters Score -2528972 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2529270.750000 Penalty: 996.062378
	Iteration 12Q: 3 clusters Score -2529271 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2529427.750000 Penalty: 996.062378
	Iteration 13Q: 3 clusters Score -2529428 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2529502.250000 Penalty: 996.062378
	Iteration 14Q: 3 clusters Score -2529502 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2529546.500000 Penalty: 996.062378
	Iteration 15Q: 3 clusters Score -2529546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2529554.750000 Penalty: 996.062378
	Iteration 16Q: 3 clusters Score -2529555 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2529576.500000 Penalty: 996.062378
	Iteration 17Q: 3 clusters Score -2529576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2529577.000000 Penalty: 996.062378
	Iteration 18Q: 3 clusters Score -2529577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2529576.500000 Penalty: 996.062378
	Iteration 19Q: 3 clusters Score -2529576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2529595.750000 Penalty: 996.062378
	Iteration 20F: 3 clusters Score -2529596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2529601.750000 Penalty: 996.062378
	Iteration 21Q: 3 clusters Score -2529602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2529605.250000 Penalty: 996.062378
	Iteration 22Q: 3 clusters Score -2529605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2529606.750000 Penalty: 996.062378
	Iteration 23Q: 3 clusters Score -2529607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2529612.000000 Penalty: 996.062378
	Iteration 24Q: 3 clusters Score -2529612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2529607.500000 Penalty: 996.062378
	Iteration 25Q: 3 clusters Score -2529608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2529608.000000 Penalty: 996.062378
	Iteration 26Q: 3 clusters Score -2529608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2529604.250000 Penalty: 996.062378
	Iteration 27Q: 3 clusters Score -2529604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2529607.750000 Penalty: 996.062378
	Iteration 28Q: 3 clusters Score -2529608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2529603.500000 Penalty: 996.062378
	Iteration 29Q: 3 clusters Score -2529604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2529603.750000 Penalty: 996.062378
	Iteration 30Q: 3 clusters Score -2529604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2529604.250000 Penalty: 996.062378
	Iteration 31Q: 3 clusters Score -2529604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2529599.250000 Penalty: 996.062378
	Iteration 32Q: 3 clusters Score -2529599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2529605.250000 Penalty: 996.062378
	Iteration 33Q: 3 clusters Score -2529605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2529604.500000 Penalty: 996.062378
	Iteration 34Q: 3 clusters Score -2529604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2529606.500000 Penalty: 996.062378
	Iteration 35Q: 3 clusters Score -2529606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2529611.000000 Penalty: 996.062378
	Iteration 36Q: 3 clusters Score -2529611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2529610.250000 Penalty: 996.062378
	Iteration 37Q: 3 clusters Score -2529610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2529614.500000 Penalty: 996.062378
	Iteration 38Q: 3 clusters Score -2529614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2529615.750000 Penalty: 996.062378
	Iteration 39Q: 3 clusters Score -2529616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2529625.250000 Penalty: 996.062378
	Iteration 40F: 3 clusters Score -2529625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2529625.750000 Penalty: 996.062378
	Iteration 41Q: 3 clusters Score -2529626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2529621.500000 Penalty: 996.062378
	Iteration 42Q: 3 clusters Score -2529622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2529617.250000 Penalty: 996.062378
	Iteration 43Q: 3 clusters Score -2529617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2529617.750000 Penalty: 996.062378
	Iteration 44Q: 3 clusters Score -2529618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2529613.750000 Penalty: 996.062378
	Iteration 45Q: 3 clusters Score -2529614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2529616.500000 Penalty: 996.062378
	Iteration 46Q: 3 clusters Score -2529616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2529618.500000 Penalty: 996.062378
	Iteration 47Q: 3 clusters Score -2529618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2529619.500000 Penalty: 996.062378
	Iteration 48Q: 3 clusters Score -2529620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2529618.750000 Penalty: 996.062378
	Iteration 49Q: 3 clusters Score -2529619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2529625.000000 Penalty: 996.062378
	Iteration 50Q: 3 clusters Score -2529625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2529627.000000 Penalty: 996.062378
	Iteration 51Q: 3 clusters Score -2529627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2529633.500000 Penalty: 996.062378
	Iteration 52Q: 3 clusters Score -2529634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2529637.000000 Penalty: 996.062378
	Iteration 53Q: 3 clusters Score -2529637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2529643.500000 Penalty: 996.062378
	Iteration 54Q: 3 clusters Score -2529644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2529649.000000 Penalty: 996.062378
	Iteration 55Q: 3 clusters Score -2529649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2529650.250000 Penalty: 996.062378
	Iteration 56Q: 3 clusters Score -2529650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2529648.750000 Penalty: 996.062378
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2529647 nChanged 48
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Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2529647 nChanged 51
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2529646 nChanged 51
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Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2529647 nChanged 41
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Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2529644 nChanged 48
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Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2529640 nChanged 41
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2529650 nChanged 45
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Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2529653 nChanged 32
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Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2529645 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2529646 nChanged 21
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Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2529645 nChanged 23
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Mstep: Class 1 contains 36303 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2529643 nChanged 20
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Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2529648 nChanged 13
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Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2529639 nChanged 10
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Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2529635 nChanged 12
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Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2529638 nChanged 16
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Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2529638 nChanged 16
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Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2529636 nChanged 18
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Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2529636 nChanged 13
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Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2529637 nChanged 14
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Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2529632 nChanged 13
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Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2529633 nChanged 17
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Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2529632 nChanged 13
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Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2529632 nChanged 15
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Mstep: Class 1 contains 36113 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2529627 nChanged 15
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Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2529630 nChanged 17
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2529628 nChanged 14
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Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2529633 nChanged 12
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Mstep: Class 1 contains 36055 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2529634 nChanged 12
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Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2529634 nChanged 15
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Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2529634 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2529634 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2529636 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2529637 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2529634 nChanged 23
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Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2529638 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2529639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2529642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2529648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2529649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2529648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2529648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2529652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2529657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2529655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2529660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2529660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2529660 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2529657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2529657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2529655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2529657 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2529658 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2529653 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2529654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2529661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2529660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2529663 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2529672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2529677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2529681 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2529678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2529672 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2529676 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2529676 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2529675 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2529678 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2529676 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2529673 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2529679 nChanged 8
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2529677 nChanged 4
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2529675 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2529676 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34909 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2529676 nChanged 3
Entering Unmasked Mstep 
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	Iteration 132Q: 3 clusters Score -2529675 nChanged 2
Entering Unmasked Mstep 
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	Iteration 133Q: 3 clusters Score -2529676 nChanged 1
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	Iteration 134Q: 3 clusters Score -2529674 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135F: 3 clusters Score -2529674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295006 members 
Mstep: Class 2 contains 26412 members 
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Mstep: Class 4 contains 40526 members 
Mstep: Class 5 contains 38825 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 81095 members 
Mstep: Class 10 contains 1846 members 
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Mstep: Class 12 contains 162102 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 21214 members 
Mstep: Class 15 contains 305875 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44318 members 
Mstep: Class 19 contains 56712 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 20 clusters Score -4.695183e+07 nChanged 2964
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 949 members 
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Mstep: Class 5 contains 38834 members 
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Mstep: Class 7 contains 15555 members 
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Mstep: Class 9 contains 80854 members 
Mstep: Class 10 contains 1846 members 
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Mstep: Class 12 contains 161466 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 21200 members 
Mstep: Class 15 contains 304969 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 56795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 20 clusters Score -4.695242e+07 nChanged 2944
Entering Unmasked Mstep 
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Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 80662 members 
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Mstep: Class 12 contains 160861 members 
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Mstep: Class 15 contains 303958 members 
Mstep: Class 16 contains 8502 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 44056 members 
Mstep: Class 19 contains 56861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 20 clusters Score -4.695248e+07 nChanged 2852
Entering Unmasked Mstep 
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Mstep: Class 7 contains 15547 members 
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Mstep: Class 12 contains 160355 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 21165 members 
Mstep: Class 15 contains 302821 members 
Mstep: Class 16 contains 8512 members 
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Mstep: Class 18 contains 43936 members 
Mstep: Class 19 contains 56914 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 20 clusters Score -4.695311e+07 nChanged 2854
Entering Unmasked Mstep 
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Mstep: Class 12 contains 159864 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 21146 members 
Mstep: Class 15 contains 301552 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43832 members 
Mstep: Class 19 contains 56969 members 
Entering Unmasked Estep 
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Iteration 283Q: 20 clusters Score -4.695341e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304375 members 
Mstep: Class 2 contains 26315 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40466 members 
Mstep: Class 5 contains 38901 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 80728 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159469 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21125 members 
Mstep: Class 15 contains 300117 members 
Mstep: Class 16 contains 8521 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43730 members 
Mstep: Class 19 contains 57020 members 
Entering Unmasked Estep 
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Iteration 284Q: 20 clusters Score -4.695399e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 306021 members 
Mstep: Class 2 contains 26294 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40452 members 
Mstep: Class 5 contains 38922 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 80907 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159229 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21106 members 
Mstep: Class 15 contains 298621 members 
Mstep: Class 16 contains 8521 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43657 members 
Mstep: Class 19 contains 57062 members 
Entering Unmasked Estep 
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Iteration 285Q: 20 clusters Score -4.695454e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307386 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40434 members 
Mstep: Class 5 contains 38944 members 
Mstep: Class 6 contains 9072 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 81127 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159111 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21103 members 
Mstep: Class 15 contains 297244 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43587 members 
Mstep: Class 19 contains 57085 members 
Entering Unmasked Estep 
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Iteration 286Q: 20 clusters Score -4.695488e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308613 members 
Mstep: Class 2 contains 26248 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40434 members 
Mstep: Class 5 contains 38956 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 81416 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159075 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 21083 members 
Mstep: Class 15 contains 295840 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43532 members 
Mstep: Class 19 contains 57125 members 
Entering Unmasked Estep 
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Iteration 287Q: 20 clusters Score -4.695539e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309650 members 
Mstep: Class 2 contains 26219 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40419 members 
Mstep: Class 5 contains 38979 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 81741 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159125 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 294501 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43476 members 
Mstep: Class 19 contains 57187 members 
Entering Unmasked Estep 
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Iteration 288Q: 20 clusters Score -4.695561e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310467 members 
Mstep: Class 2 contains 26197 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40405 members 
Mstep: Class 5 contains 38999 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 15527 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 82098 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159314 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 21011 members 
Mstep: Class 15 contains 293216 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43419 members 
Mstep: Class 19 contains 57242 members 
Entering Unmasked Estep 
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Iteration 289Q: 20 clusters Score -4.695575e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311016 members 
Mstep: Class 2 contains 26178 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40399 members 
Mstep: Class 5 contains 39016 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 15519 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 82495 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 159613 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20966 members 
Mstep: Class 15 contains 292032 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 57297 members 
Entering Unmasked Estep 
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Iteration 290Q: 20 clusters Score -4.695565e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311371 members 
Mstep: Class 2 contains 26158 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40391 members 
Mstep: Class 5 contains 39044 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 15513 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 82910 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 160056 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20920 members 
Mstep: Class 15 contains 290885 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43323 members 
Mstep: Class 19 contains 57342 members 
Entering Unmasked Estep 
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Iteration 291Q: 20 clusters Score -4.695588e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311466 members 
Mstep: Class 2 contains 26131 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40391 members 
Mstep: Class 5 contains 39068 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 4670 members 
Mstep: Class 9 contains 83365 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 120 members 
Mstep: Class 12 contains 160563 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20874 members 
Mstep: Class 15 contains 289859 members 
Mstep: Class 16 contains 8548 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43267 members 
Mstep: Class 19 contains 57424 members 
Entering Unmasked Estep 
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Iteration 292Q: 20 clusters Score -4.695616e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311369 members 
Mstep: Class 2 contains 26106 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40393 members 
Mstep: Class 5 contains 39089 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 15496 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 83804 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 161125 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20822 members 
Mstep: Class 15 contains 288958 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43220 members 
Mstep: Class 19 contains 57531 members 
Entering Unmasked Estep 
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Iteration 293Q: 20 clusters Score -4.695662e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311165 members 
Mstep: Class 2 contains 26082 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40395 members 
Mstep: Class 5 contains 39124 members 
Mstep: Class 6 contains 8970 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 84181 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 161779 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20777 members 
Mstep: Class 15 contains 288117 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43181 members 
Mstep: Class 19 contains 57636 members 
Entering Unmasked Estep 
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Iteration 294Q: 20 clusters Score -4.695676e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310801 members 
Mstep: Class 2 contains 26070 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40387 members 
Mstep: Class 5 contains 39140 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 84570 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 162496 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20740 members 
Mstep: Class 15 contains 287372 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43133 members 
Mstep: Class 19 contains 57741 members 
Entering Unmasked Estep 
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Iteration 295Q: 20 clusters Score -4.69569e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310301 members 
Mstep: Class 2 contains 26053 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40392 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 8964 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 84931 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 163306 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20712 members 
Mstep: Class 15 contains 286654 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43074 members 
Mstep: Class 19 contains 57854 members 
Entering Unmasked Estep 
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Iteration 296Q: 20 clusters Score -4.695734e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309654 members 
Mstep: Class 2 contains 26034 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40391 members 
Mstep: Class 5 contains 39187 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 15461 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 85289 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 164180 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20677 members 
Mstep: Class 15 contains 285980 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 43037 members 
Mstep: Class 19 contains 58000 members 
Entering Unmasked Estep 
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Iteration 297Q: 20 clusters Score -4.695774e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308819 members 
Mstep: Class 2 contains 26012 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40382 members 
Mstep: Class 5 contains 39202 members 
Mstep: Class 6 contains 8977 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 85643 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 165109 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20643 members 
Mstep: Class 15 contains 285427 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 42990 members 
Mstep: Class 19 contains 58182 members 
Entering Unmasked Estep 
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Iteration 298Q: 20 clusters Score -4.695791e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307820 members 
Mstep: Class 2 contains 25977 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40385 members 
Mstep: Class 5 contains 39225 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 85982 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 166103 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20611 members 
Mstep: Class 15 contains 284971 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 42941 members 
Mstep: Class 19 contains 58370 members 
Entering Unmasked Estep 
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Iteration 299Q: 20 clusters Score -4.695803e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 306755 members 
Mstep: Class 2 contains 25950 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40377 members 
Mstep: Class 5 contains 39255 members 
Mstep: Class 6 contains 8996 members 
Mstep: Class 7 contains 15469 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 86309 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 167191 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20574 members 
Mstep: Class 15 contains 284488 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42886 members 
Mstep: Class 19 contains 58584 members 
Entering Unmasked Estep 
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Iteration 300F: 20 clusters Score -4.695825e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305594 members 
Mstep: Class 2 contains 25933 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40379 members 
Mstep: Class 5 contains 39260 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 86592 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168346 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20540 members 
Mstep: Class 15 contains 284027 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42842 members 
Mstep: Class 19 contains 58831 members 
Entering Unmasked Estep 
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Iteration 301Q: 20 clusters Score -4.695846e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304387 members 
Mstep: Class 2 contains 25912 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40373 members 
Mstep: Class 5 contains 39271 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 15470 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 86819 members 
Mstep: Class 10 contains 1851 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 169481 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20502 members 
Mstep: Class 15 contains 283634 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42811 members 
Mstep: Class 19 contains 59120 members 
Entering Unmasked Estep 
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Iteration 302Q: 20 clusters Score -4.695862e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303099 members 
Mstep: Class 2 contains 25895 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40367 members 
Mstep: Class 5 contains 39274 members 
Mstep: Class 6 contains 9090 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 86977 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 170609 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20462 members 
Mstep: Class 15 contains 283397 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42778 members 
Mstep: Class 19 contains 59406 members 
Entering Unmasked Estep 
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Iteration 303Q: 20 clusters Score -4.695862e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301790 members 
Mstep: Class 2 contains 25865 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40363 members 
Mstep: Class 5 contains 39281 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 4627 members 
Mstep: Class 9 contains 87100 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 171759 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20434 members 
Mstep: Class 15 contains 283177 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42723 members 
Mstep: Class 19 contains 59744 members 
Entering Unmasked Estep 
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Iteration 304Q: 20 clusters Score -4.695883e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300375 members 
Mstep: Class 2 contains 25828 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40363 members 
Mstep: Class 5 contains 39299 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 15466 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 87170 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172987 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20418 members 
Mstep: Class 15 contains 282998 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42675 members 
Mstep: Class 19 contains 60086 members 
Entering Unmasked Estep 
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Iteration 305Q: 20 clusters Score -4.695862e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298937 members 
Mstep: Class 2 contains 25792 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40365 members 
Mstep: Class 5 contains 39313 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 87159 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174252 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20406 members 
Mstep: Class 15 contains 282876 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42637 members 
Mstep: Class 19 contains 60440 members 
Entering Unmasked Estep 
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Iteration 306Q: 20 clusters Score -4.69589e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 297470 members 
Mstep: Class 2 contains 25762 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40363 members 
Mstep: Class 5 contains 39325 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 15461 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 87068 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 175502 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20396 members 
Mstep: Class 15 contains 282844 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42597 members 
Mstep: Class 19 contains 60837 members 
Entering Unmasked Estep 
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Iteration 307Q: 20 clusters Score -4.6959e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295921 members 
Mstep: Class 2 contains 25731 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40355 members 
Mstep: Class 5 contains 39335 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 86896 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 176766 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20381 members 
Mstep: Class 15 contains 282946 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 42583 members 
Mstep: Class 19 contains 61230 members 
Entering Unmasked Estep 
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Iteration 308Q: 20 clusters Score -4.695921e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294335 members 
Mstep: Class 2 contains 25693 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40351 members 
Mstep: Class 5 contains 39350 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 86695 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 177882 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20361 members 
Mstep: Class 15 contains 283215 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42558 members 
Mstep: Class 19 contains 61668 members 
Entering Unmasked Estep 
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Iteration 309Q: 20 clusters Score -4.695929e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292695 members 
Mstep: Class 2 contains 25665 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40354 members 
Mstep: Class 5 contains 39356 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 86430 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 20344 members 
Mstep: Class 15 contains 283619 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42519 members 
Mstep: Class 19 contains 62109 members 
Entering Unmasked Estep 
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Iteration 310Q: 20 clusters Score -4.69593e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290919 members 
Mstep: Class 2 contains 25625 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40366 members 
Mstep: Class 5 contains 39371 members 
Mstep: Class 6 contains 9294 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 86111 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 179978 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20332 members 
Mstep: Class 15 contains 284243 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42487 members 
Mstep: Class 19 contains 62599 members 
Entering Unmasked Estep 
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Iteration 311Q: 20 clusters Score -4.695905e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289198 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40373 members 
Mstep: Class 5 contains 39383 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 85726 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 180907 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20313 members 
Mstep: Class 15 contains 284930 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42464 members 
Mstep: Class 19 contains 63124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46959052.000000 Penalty: 12038.316406
Iteration 312Q: 20 clusters Score -4.695905e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 287452 members 
Mstep: Class 2 contains 25557 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40363 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 85296 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 181808 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20306 members 
Mstep: Class 15 contains 285699 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42439 members 
Mstep: Class 19 contains 63661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46958580.000000 Penalty: 12038.316406
Iteration 313Q: 20 clusters Score -4.695858e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285658 members 
Mstep: Class 2 contains 25525 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40356 members 
Mstep: Class 5 contains 39443 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 84779 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 182564 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20296 members 
Mstep: Class 15 contains 286700 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42430 members 
Mstep: Class 19 contains 64231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46958336.000000 Penalty: 12038.316406
Iteration 314Q: 20 clusters Score -4.695834e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284004 members 
Mstep: Class 2 contains 25500 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40357 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 84184 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 183206 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 20285 members 
Mstep: Class 15 contains 287718 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42422 members 
Mstep: Class 19 contains 64825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46958316.000000 Penalty: 12038.316406
Iteration 315Q: 20 clusters Score -4.695832e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282484 members 
Mstep: Class 2 contains 25471 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40361 members 
Mstep: Class 5 contains 39483 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 15487 members 
Mstep: Class 8 contains 4654 members 
Mstep: Class 9 contains 83517 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 183731 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20283 members 
Mstep: Class 15 contains 288806 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42399 members 
Mstep: Class 19 contains 65415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46958256.000000 Penalty: 12038.316406
Iteration 316Q: 20 clusters Score -4.695826e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 280917 members 
Mstep: Class 2 contains 25438 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40358 members 
Mstep: Class 5 contains 39518 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 15487 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 82794 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184110 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20271 members 
Mstep: Class 15 contains 290119 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42393 members 
Mstep: Class 19 contains 66033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957876.000000 Penalty: 12038.316406
Iteration 317Q: 20 clusters Score -4.695788e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 279539 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40355 members 
Mstep: Class 5 contains 39562 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 15490 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 82134 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184384 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20269 members 
Mstep: Class 15 contains 291270 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 66644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957844.000000 Penalty: 12038.316406
Iteration 318Q: 20 clusters Score -4.695784e+07 nChanged 4385
Entering ConstructFrom: 
Score: -46957844.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (278313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278313 members 
Entering Unmasked Estep 
Score: -12298175.000000 Penalty: 570.410828
	Iteration 0F: 2 clusters Score -1.229818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -12108762.000000 Penalty: 1140.821655
	Iteration 0F: 3 clusters Score -1.210876e+07 nChanged 137244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -12198001.000000 Penalty: 1140.821655
	Iteration 1F: 3 clusters Score -1.2198e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 100485 members 
Entering Unmasked Estep 
Score: -12206575.000000 Penalty: 1140.821655
	Iteration 2F: 3 clusters Score -1.220658e+07 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196445 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -12221657.000000 Penalty: 1140.821655
	Iteration 3F: 3 clusters Score -1.222166e+07 nChanged 22366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217865 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -12242264.000000 Penalty: 1140.821655
	Iteration 4F: 3 clusters Score -1.224226e+07 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237595 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -12262643.000000 Penalty: 1140.821655
	Iteration 5F: 3 clusters Score -1.226264e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251513 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -12276561.000000 Penalty: 1140.821655
	Iteration 6F: 3 clusters Score -1.227656e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260228 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -12284807.000000 Penalty: 1140.821655
	Iteration 7Q: 3 clusters Score -1.228481e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265882 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -12289477.000000 Penalty: 1140.821655
	Iteration 8Q: 3 clusters Score -1.228948e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269859 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -12292597.000000 Penalty: 1140.821655
	Iteration 9Q: 3 clusters Score -1.22926e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272607 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -12294541.000000 Penalty: 1140.821655
	Iteration 10Q: 3 clusters Score -1.229454e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274354 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -12295794.000000 Penalty: 1140.821655
	Iteration 11Q: 3 clusters Score -1.229579e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275515 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12296458.000000 Penalty: 1140.821655
	Iteration 12Q: 3 clusters Score -1.229646e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276252 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12296853.000000 Penalty: 1140.821655
	Iteration 13Q: 3 clusters Score -1.229685e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276726 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12297096.000000 Penalty: 1140.821655
	Iteration 14Q: 3 clusters Score -1.22971e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277095 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12297257.000000 Penalty: 1140.821655
	Iteration 15Q: 3 clusters Score -1.229726e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277334 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12297362.000000 Penalty: 1140.821655
	Iteration 16Q: 3 clusters Score -1.229736e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12297417.000000 Penalty: 1140.821655
	Iteration 17Q: 3 clusters Score -1.229742e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277619 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12297486.000000 Penalty: 1140.821655
	Iteration 18Q: 3 clusters Score -1.229749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277707 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12297545.000000 Penalty: 1140.821655
	Iteration 19Q: 3 clusters Score -1.229754e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277762 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12297556.000000 Penalty: 1140.821655
	Iteration 20F: 3 clusters Score -1.229756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277803 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12297559.000000 Penalty: 1140.821655
	Iteration 21Q: 3 clusters Score -1.229756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277840 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12297569.000000 Penalty: 1140.821655
	Iteration 22Q: 3 clusters Score -1.229757e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277872 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12297595.000000 Penalty: 1140.821655
	Iteration 23Q: 3 clusters Score -1.22976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12297584.000000 Penalty: 1140.821655
	Iteration 24Q: 3 clusters Score -1.229758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277923 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12297589.000000 Penalty: 1140.821655
	Iteration 25Q: 3 clusters Score -1.229759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277945 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12297607.000000 Penalty: 1140.821655
	Iteration 26Q: 3 clusters Score -1.229761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277962 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12297620.000000 Penalty: 1140.821655
	Iteration 27Q: 3 clusters Score -1.229762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277971 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12297628.000000 Penalty: 1140.821655
	Iteration 28Q: 3 clusters Score -1.229763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277981 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12297636.000000 Penalty: 1140.821655
	Iteration 29Q: 3 clusters Score -1.229764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277988 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12297636.000000 Penalty: 1140.821655
	Iteration 30Q: 3 clusters Score -1.229764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277994 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12297650.000000 Penalty: 1140.821655
	Iteration 31Q: 3 clusters Score -1.229765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278008 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12297657.000000 Penalty: 1140.821655
	Iteration 32Q: 3 clusters Score -1.229766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12297668.000000 Penalty: 1140.821655
	Iteration 33Q: 3 clusters Score -1.229767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278028 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12297684.000000 Penalty: 1140.821655
	Iteration 34Q: 3 clusters Score -1.229768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278032 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12297689.000000 Penalty: 1140.821655
	Iteration 35Q: 3 clusters Score -1.229769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278039 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12297698.000000 Penalty: 1140.821655
	Iteration 36Q: 3 clusters Score -1.22977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278048 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12297705.000000 Penalty: 1140.821655
	Iteration 37Q: 3 clusters Score -1.22977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278056 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12297707.000000 Penalty: 1140.821655
	Iteration 38Q: 3 clusters Score -1.229771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278056 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12297707.000000 Penalty: 1140.821655
	Iteration 39Q: 3 clusters Score -1.229771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278059 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12297712.000000 Penalty: 1140.821655
	Iteration 40F: 3 clusters Score -1.229771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278063 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12297723.000000 Penalty: 1140.821655
	Iteration 41Q: 3 clusters Score -1.229772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12297717.000000 Penalty: 1140.821655
	Iteration 42Q: 3 clusters Score -1.229772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278065 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12297715.000000 Penalty: 1140.821655
	Iteration 43Q: 3 clusters Score -1.229772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12297717.000000 Penalty: 1140.821655
	Iteration 44Q: 3 clusters Score -1.229772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278063 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12297721.000000 Penalty: 1140.821655
	Iteration 45Q: 3 clusters Score -1.229772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12297724.000000 Penalty: 1140.821655
	Iteration 46Q: 3 clusters Score -1.229772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12297724.000000 Penalty: 1140.821655
	Iteration 47F: 3 clusters Score -1.229772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Entering Unmasked Estep 
Score: -1093546.000000 Penalty: 461.430206
	Iteration 0F: 2 clusters Score -1093546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1076464.375000 Penalty: 922.860413
	Iteration 0F: 3 clusters Score -1076464 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1083921.250000 Penalty: 922.860413
	Iteration 1F: 3 clusters Score -1083921 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1084576.750000 Penalty: 922.860413
	Iteration 2F: 3 clusters Score -1084577 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1085606.875000 Penalty: 922.860413
	Iteration 3F: 3 clusters Score -1085607 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1087059.625000 Penalty: 922.860413
	Iteration 4F: 3 clusters Score -1087060 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1088649.250000 Penalty: 922.860413
	Iteration 5F: 3 clusters Score -1088649 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1089977.250000 Penalty: 922.860413
	Iteration 6F: 3 clusters Score -1089977 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1090935.000000 Penalty: 922.860413
	Iteration 7Q: 3 clusters Score -1090935 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1091516.000000 Penalty: 922.860413
	Iteration 8Q: 3 clusters Score -1091516 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1091909.750000 Penalty: 922.860413
	Iteration 9Q: 3 clusters Score -1091910 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1092197.875000 Penalty: 922.860413
	Iteration 10Q: 3 clusters Score -1092198 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1092378.875000 Penalty: 922.860413
	Iteration 11Q: 3 clusters Score -1092379 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1092507.250000 Penalty: 922.860413
	Iteration 12Q: 3 clusters Score -1092507 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1092612.000000 Penalty: 922.860413
	Iteration 13Q: 3 clusters Score -1092612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1092708.750000 Penalty: 922.860413
	Iteration 14Q: 3 clusters Score -1092709 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1092799.500000 Penalty: 922.860413
	Iteration 15Q: 3 clusters Score -1092800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1092852.250000 Penalty: 922.860413
	Iteration 16Q: 3 clusters Score -1092852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1092900.375000 Penalty: 922.860413
	Iteration 17Q: 3 clusters Score -1092900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1092939.375000 Penalty: 922.860413
	Iteration 18Q: 3 clusters Score -1092939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1092973.000000 Penalty: 922.860413
	Iteration 19Q: 3 clusters Score -1092973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1092990.500000 Penalty: 922.860413
	Iteration 20F: 3 clusters Score -1092990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1093013.375000 Penalty: 922.860413
	Iteration 21Q: 3 clusters Score -1093013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1093035.625000 Penalty: 922.860413
	Iteration 22Q: 3 clusters Score -1093036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1093053.750000 Penalty: 922.860413
	Iteration 23Q: 3 clusters Score -1093054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1093074.125000 Penalty: 922.860413
	Iteration 24Q: 3 clusters Score -1093074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1093086.500000 Penalty: 922.860413
	Iteration 25Q: 3 clusters Score -1093086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1093098.750000 Penalty: 922.860413
	Iteration 26Q: 3 clusters Score -1093099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1093111.875000 Penalty: 922.860413
	Iteration 27Q: 3 clusters Score -1093112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1093121.125000 Penalty: 922.860413
	Iteration 28Q: 3 clusters Score -1093121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1093127.375000 Penalty: 922.860413
	Iteration 29Q: 3 clusters Score -1093127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1093132.125000 Penalty: 922.860413
	Iteration 30Q: 3 clusters Score -1093132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1093138.750000 Penalty: 922.860413
	Iteration 31Q: 3 clusters Score -1093139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1093141.500000 Penalty: 922.860413
	Iteration 32Q: 3 clusters Score -1093142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1093145.125000 Penalty: 922.860413
	Iteration 33Q: 3 clusters Score -1093145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1093149.625000 Penalty: 922.860413
	Iteration 34Q: 3 clusters Score -1093150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1093154.000000 Penalty: 922.860413
	Iteration 35Q: 3 clusters Score -1093154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1093159.125000 Penalty: 922.860413
	Iteration 36Q: 3 clusters Score -1093159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1093164.875000 Penalty: 922.860413
	Iteration 37Q: 3 clusters Score -1093165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1093169.875000 Penalty: 922.860413
	Iteration 38Q: 3 clusters Score -1093170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1093178.250000 Penalty: 922.860413
	Iteration 39Q: 3 clusters Score -1093178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1093191.375000 Penalty: 922.860413
	Iteration 40F: 3 clusters Score -1093191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1093197.625000 Penalty: 922.860413
	Iteration 41Q: 3 clusters Score -1093198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1093203.125000 Penalty: 922.860413
	Iteration 42Q: 3 clusters Score -1093203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1093205.375000 Penalty: 922.860413
	Iteration 43Q: 3 clusters Score -1093205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1093207.125000 Penalty: 922.860413
	Iteration 44Q: 3 clusters Score -1093207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1093207.125000 Penalty: 922.860413
	Iteration 45F: 3 clusters Score -1093207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -34659.027344 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -34659.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -33925.246094 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -33925.25 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34268.429688 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -34268.43 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -34364.898438 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -34364.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -34459.605469 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -34459.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -34527.738281 Penalty: 624.320435
	Iteration 4F: 3 clusters Score -34527.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -34592.492188 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -34592.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -34636.382812 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -34636.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -34657.214844 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -34657.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -34678.781250 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -34678.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -34678.781250 Penalty: 624.320435
	Iteration 9F: 3 clusters Score -34678.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 278313 members 
Mstep: Class 2 contains 25370 members 
Mstep: Class 3 contains 40 members 
Mstep: Class 4 contains 40358 members 
Mstep: Class 5 contains 39599 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 81481 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184543 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20265 members 
Mstep: Class 15 contains 292378 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42347 members 
Mstep: Class 19 contains 67266 members 
Mstep: Class 20 contains 914 members 
Entering Unmasked Estep 
Score: -46956980.000000 Penalty: 12671.912109
Splitting cluster 3 changes total score from -46957844.000000 to -46956980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (40358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Entering Unmasked Estep 
Score: -1636385.875000 Penalty: 482.552307
	Iteration 0F: 2 clusters Score -1636386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1609357.875000 Penalty: 965.104614
	Iteration 0F: 3 clusters Score -1609358 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -1621717.500000 Penalty: 965.104614
	Iteration 1F: 3 clusters Score -1621718 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1623005.875000 Penalty: 965.104614
	Iteration 2F: 3 clusters Score -1623006 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -1625086.625000 Penalty: 965.104614
	Iteration 3F: 3 clusters Score -1625087 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -1627788.750000 Penalty: 965.104614
	Iteration 4F: 3 clusters Score -1627789 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -1630406.875000 Penalty: 965.104614
	Iteration 5F: 3 clusters Score -1630407 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -1632083.375000 Penalty: 965.104614
	Iteration 6Q: 3 clusters Score -1632083 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -1632945.375000 Penalty: 965.104614
	Iteration 7Q: 3 clusters Score -1632945 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -1633483.375000 Penalty: 965.104614
	Iteration 8Q: 3 clusters Score -1633483 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -1633932.875000 Penalty: 965.104614
	Iteration 9Q: 3 clusters Score -1633933 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -1634241.750000 Penalty: 965.104614
	Iteration 10Q: 3 clusters Score -1634242 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -1634459.750000 Penalty: 965.104614
	Iteration 11Q: 3 clusters Score -1634460 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -1634671.875000 Penalty: 965.104614
	Iteration 12Q: 3 clusters Score -1634672 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -1634855.875000 Penalty: 965.104614
	Iteration 13Q: 3 clusters Score -1634856 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -1634990.375000 Penalty: 965.104614
	Iteration 14Q: 3 clusters Score -1634990 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -1635125.125000 Penalty: 965.104614
	Iteration 15Q: 3 clusters Score -1635125 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -1635229.875000 Penalty: 965.104614
	Iteration 16Q: 3 clusters Score -1635230 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -1635341.000000 Penalty: 965.104614
	Iteration 17Q: 3 clusters Score -1635341 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -1635448.125000 Penalty: 965.104614
	Iteration 18Q: 3 clusters Score -1635448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -1635538.375000 Penalty: 965.104614
	Iteration 19Q: 3 clusters Score -1635538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -1635607.500000 Penalty: 965.104614
	Iteration 20F: 3 clusters Score -1635608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -1635676.250000 Penalty: 965.104614
	Iteration 21Q: 3 clusters Score -1635676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -1635736.750000 Penalty: 965.104614
	Iteration 22Q: 3 clusters Score -1635737 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -1635792.250000 Penalty: 965.104614
	Iteration 23Q: 3 clusters Score -1635792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -1635844.375000 Penalty: 965.104614
	Iteration 24Q: 3 clusters Score -1635844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -1635889.000000 Penalty: 965.104614
	Iteration 25Q: 3 clusters Score -1635889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -1635912.250000 Penalty: 965.104614
	Iteration 26Q: 3 clusters Score -1635912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -1635946.125000 Penalty: 965.104614
	Iteration 27Q: 3 clusters Score -1635946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -1635972.625000 Penalty: 965.104614
	Iteration 28Q: 3 clusters Score -1635973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -1635983.125000 Penalty: 965.104614
	Iteration 29Q: 3 clusters Score -1635983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -1635998.000000 Penalty: 965.104614
	Iteration 30Q: 3 clusters Score -1635998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -1636010.625000 Penalty: 965.104614
	Iteration 31Q: 3 clusters Score -1636011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -1636021.250000 Penalty: 965.104614
	Iteration 32Q: 3 clusters Score -1636021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -1636032.000000 Penalty: 965.104614
	Iteration 33Q: 3 clusters Score -1636032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -1636036.500000 Penalty: 965.104614
	Iteration 34Q: 3 clusters Score -1636036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -1636039.125000 Penalty: 965.104614
	Iteration 35Q: 3 clusters Score -1636039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -1636047.250000 Penalty: 965.104614
	Iteration 36Q: 3 clusters Score -1636047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -1636052.000000 Penalty: 965.104614
	Iteration 37Q: 3 clusters Score -1636052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -1636058.500000 Penalty: 965.104614
	Iteration 38Q: 3 clusters Score -1636058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -1636059.625000 Penalty: 965.104614
	Iteration 39Q: 3 clusters Score -1636060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -1636067.500000 Penalty: 965.104614
	Iteration 40F: 3 clusters Score -1636068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -1636072.500000 Penalty: 965.104614
	Iteration 41Q: 3 clusters Score -1636072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -1636073.875000 Penalty: 965.104614
	Iteration 42Q: 3 clusters Score -1636074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -1636077.125000 Penalty: 965.104614
	Iteration 43Q: 3 clusters Score -1636077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -1636081.250000 Penalty: 965.104614
	Iteration 44Q: 3 clusters Score -1636081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -1636081.625000 Penalty: 965.104614
	Iteration 45Q: 3 clusters Score -1636082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -1636083.625000 Penalty: 965.104614
	Iteration 46Q: 3 clusters Score -1636084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -1636084.250000 Penalty: 965.104614
	Iteration 47Q: 3 clusters Score -1636084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -1636085.625000 Penalty: 965.104614
	Iteration 48Q: 3 clusters Score -1636086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -1636086.250000 Penalty: 965.104614
	Iteration 49Q: 3 clusters Score -1636086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -1636085.500000 Penalty: 965.104614
	Iteration 50Q: 3 clusters Score -1636086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -1636083.375000 Penalty: 965.104614
	Iteration 51Q: 3 clusters Score -1636083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -1636085.000000 Penalty: 965.104614
	Iteration 52Q: 3 clusters Score -1636085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1636084.000000 Penalty: 965.104614
	Iteration 53Q: 3 clusters Score -1636084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1636085.000000 Penalty: 965.104614
	Iteration 54Q: 3 clusters Score -1636085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1636085.000000 Penalty: 965.104614
	Iteration 55F: 3 clusters Score -1636085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Entering Unmasked Estep 
Score: -1744666.500000 Penalty: 481.688446
	Iteration 0F: 2 clusters Score -1744666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1718093.750000 Penalty: 963.376892
	Iteration 0F: 3 clusters Score -1718094 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1729707.750000 Penalty: 963.376892
	Iteration 1F: 3 clusters Score -1729708 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1730353.500000 Penalty: 963.376892
	Iteration 2Q: 3 clusters Score -1730354 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1731288.875000 Penalty: 963.376892
	Iteration 3Q: 3 clusters Score -1731289 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1732758.875000 Penalty: 963.376892
	Iteration 4F: 3 clusters Score -1732759 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1734780.875000 Penalty: 963.376892
	Iteration 5F: 3 clusters Score -1734781 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1736387.000000 Penalty: 963.376892
	Iteration 6F: 3 clusters Score -1736387 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1737198.625000 Penalty: 963.376892
	Iteration 7Q: 3 clusters Score -1737199 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1737649.500000 Penalty: 963.376892
	Iteration 8Q: 3 clusters Score -1737650 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1737965.750000 Penalty: 963.376892
	Iteration 9Q: 3 clusters Score -1737966 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1738284.500000 Penalty: 963.376892
	Iteration 10Q: 3 clusters Score -1738284 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1738631.000000 Penalty: 963.376892
	Iteration 11Q: 3 clusters Score -1738631 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1739016.625000 Penalty: 963.376892
	Iteration 12Q: 3 clusters Score -1739017 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1739440.750000 Penalty: 963.376892
	Iteration 13Q: 3 clusters Score -1739441 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1739922.625000 Penalty: 963.376892
	Iteration 14Q: 3 clusters Score -1739923 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1740433.875000 Penalty: 963.376892
	Iteration 15Q: 3 clusters Score -1740434 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1740967.375000 Penalty: 963.376892
	Iteration 16Q: 3 clusters Score -1740967 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1741501.750000 Penalty: 963.376892
	Iteration 17Q: 3 clusters Score -1741502 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1742061.625000 Penalty: 963.376892
	Iteration 18Q: 3 clusters Score -1742062 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1742592.625000 Penalty: 963.376892
	Iteration 19Q: 3 clusters Score -1742593 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1743047.875000 Penalty: 963.376892
	Iteration 20F: 3 clusters Score -1743048 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1743415.875000 Penalty: 963.376892
	Iteration 21Q: 3 clusters Score -1743416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1743717.875000 Penalty: 963.376892
	Iteration 22Q: 3 clusters Score -1743718 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1743974.250000 Penalty: 963.376892
	Iteration 23Q: 3 clusters Score -1743974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1744123.875000 Penalty: 963.376892
	Iteration 24Q: 3 clusters Score -1744124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1744229.000000 Penalty: 963.376892
	Iteration 25Q: 3 clusters Score -1744229 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1744288.625000 Penalty: 963.376892
	Iteration 26Q: 3 clusters Score -1744289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1744325.750000 Penalty: 963.376892
	Iteration 27Q: 3 clusters Score -1744326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1744346.000000 Penalty: 963.376892
	Iteration 28Q: 3 clusters Score -1744346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1744359.625000 Penalty: 963.376892
	Iteration 29Q: 3 clusters Score -1744360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1744368.000000 Penalty: 963.376892
	Iteration 30Q: 3 clusters Score -1744368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1744370.500000 Penalty: 963.376892
	Iteration 31Q: 3 clusters Score -1744370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1744375.750000 Penalty: 963.376892
	Iteration 32Q: 3 clusters Score -1744376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1744380.375000 Penalty: 963.376892
	Iteration 33Q: 3 clusters Score -1744380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1744387.000000 Penalty: 963.376892
	Iteration 34Q: 3 clusters Score -1744387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1744391.000000 Penalty: 963.376892
	Iteration 35Q: 3 clusters Score -1744391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1744393.875000 Penalty: 963.376892
	Iteration 36Q: 3 clusters Score -1744394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1744394.125000 Penalty: 963.376892
	Iteration 37Q: 3 clusters Score -1744394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1744394.875000 Penalty: 963.376892
	Iteration 38Q: 3 clusters Score -1744395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1744394.125000 Penalty: 963.376892
	Iteration 39Q: 3 clusters Score -1744394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1744399.000000 Penalty: 963.376892
	Iteration 40F: 3 clusters Score -1744399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1744401.625000 Penalty: 963.376892
	Iteration 41Q: 3 clusters Score -1744402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1744400.875000 Penalty: 963.376892
	Iteration 42Q: 3 clusters Score -1744401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1744400.625000 Penalty: 963.376892
	Iteration 43Q: 3 clusters Score -1744401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1744400.375000 Penalty: 963.376892
	Iteration 44Q: 3 clusters Score -1744400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1744400.125000 Penalty: 963.376892
	Iteration 45Q: 3 clusters Score -1744400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1744399.875000 Penalty: 963.376892
	Iteration 46Q: 3 clusters Score -1744400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1744399.875000 Penalty: 963.376892
	Iteration 47F: 3 clusters Score -1744400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -406218.937500 Penalty: 416.065979
	Iteration 0F: 2 clusters Score -406218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -399961.156250 Penalty: 832.131958
	Iteration 0F: 3 clusters Score -399961.2 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -402362.812500 Penalty: 832.131958
	Iteration 1F: 3 clusters Score -402362.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -402523.968750 Penalty: 832.131958
	Iteration 2Q: 3 clusters Score -402524 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -402676.375000 Penalty: 832.131958
	Iteration 3Q: 3 clusters Score -402676.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -402848.812500 Penalty: 832.131958
	Iteration 4Q: 3 clusters Score -402848.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -403061.875000 Penalty: 832.131958
	Iteration 5Q: 3 clusters Score -403061.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -403345.500000 Penalty: 832.131958
	Iteration 6Q: 3 clusters Score -403345.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -403772.125000 Penalty: 832.131958
	Iteration 7Q: 3 clusters Score -403772.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -404369.218750 Penalty: 832.131958
	Iteration 8F: 3 clusters Score -404369.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -404809.406250 Penalty: 832.131958
	Iteration 9F: 3 clusters Score -404809.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -405044.500000 Penalty: 832.131958
	Iteration 10Q: 3 clusters Score -405044.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -405164.062500 Penalty: 832.131958
	Iteration 11Q: 3 clusters Score -405164.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -405222.343750 Penalty: 832.131958
	Iteration 12Q: 3 clusters Score -405222.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -405258.843750 Penalty: 832.131958
	Iteration 13Q: 3 clusters Score -405258.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -405293.562500 Penalty: 832.131958
	Iteration 14Q: 3 clusters Score -405293.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -405333.656250 Penalty: 832.131958
	Iteration 15Q: 3 clusters Score -405333.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -405369.218750 Penalty: 832.131958
	Iteration 16Q: 3 clusters Score -405369.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -405400.593750 Penalty: 832.131958
	Iteration 17Q: 3 clusters Score -405400.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -405421.906250 Penalty: 832.131958
	Iteration 18Q: 3 clusters Score -405421.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -405443.593750 Penalty: 832.131958
	Iteration 19Q: 3 clusters Score -405443.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405471.468750 Penalty: 832.131958
	Iteration 20F: 3 clusters Score -405471.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405499.000000 Penalty: 832.131958
	Iteration 21Q: 3 clusters Score -405499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -405520.968750 Penalty: 832.131958
	Iteration 22Q: 3 clusters Score -405521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -405540.593750 Penalty: 832.131958
	Iteration 23Q: 3 clusters Score -405540.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -405561.000000 Penalty: 832.131958
	Iteration 24Q: 3 clusters Score -405561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -405580.000000 Penalty: 832.131958
	Iteration 25Q: 3 clusters Score -405580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405594.093750 Penalty: 832.131958
	Iteration 26Q: 3 clusters Score -405594.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -405610.937500 Penalty: 832.131958
	Iteration 27Q: 3 clusters Score -405610.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -405631.500000 Penalty: 832.131958
	Iteration 28Q: 3 clusters Score -405631.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -405654.625000 Penalty: 832.131958
	Iteration 29Q: 3 clusters Score -405654.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405671.343750 Penalty: 832.131958
	Iteration 30Q: 3 clusters Score -405671.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -405686.375000 Penalty: 832.131958
	Iteration 31Q: 3 clusters Score -405686.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -405699.437500 Penalty: 832.131958
	Iteration 32Q: 3 clusters Score -405699.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -405709.718750 Penalty: 832.131958
	Iteration 33Q: 3 clusters Score -405709.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -405719.125000 Penalty: 832.131958
	Iteration 34Q: 3 clusters Score -405719.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -405725.687500 Penalty: 832.131958
	Iteration 35Q: 3 clusters Score -405725.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -405733.531250 Penalty: 832.131958
	Iteration 36Q: 3 clusters Score -405733.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -405741.156250 Penalty: 832.131958
	Iteration 37Q: 3 clusters Score -405741.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -405748.781250 Penalty: 832.131958
	Iteration 38Q: 3 clusters Score -405748.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -405756.593750 Penalty: 832.131958
	Iteration 39Q: 3 clusters Score -405756.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -405766.281250 Penalty: 832.131958
	Iteration 40F: 3 clusters Score -405766.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -405775.093750 Penalty: 832.131958
	Iteration 41Q: 3 clusters Score -405775.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -405778.718750 Penalty: 832.131958
	Iteration 42Q: 3 clusters Score -405778.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -405783.937500 Penalty: 832.131958
	Iteration 43Q: 3 clusters Score -405783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -405787.031250 Penalty: 832.131958
	Iteration 44Q: 3 clusters Score -405787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -405789.656250 Penalty: 832.131958
	Iteration 45Q: 3 clusters Score -405789.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -405791.312500 Penalty: 832.131958
	Iteration 46Q: 3 clusters Score -405791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -405793.750000 Penalty: 832.131958
	Iteration 47Q: 3 clusters Score -405793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -405796.250000 Penalty: 832.131958
	Iteration 48Q: 3 clusters Score -405796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -405798.812500 Penalty: 832.131958
	Iteration 49Q: 3 clusters Score -405798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -405799.031250 Penalty: 832.131958
	Iteration 50Q: 3 clusters Score -405799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -405803.406250 Penalty: 832.131958
	Iteration 51Q: 3 clusters Score -405803.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -405805.875000 Penalty: 832.131958
	Iteration 52Q: 3 clusters Score -405805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -405810.625000 Penalty: 832.131958
	Iteration 53Q: 3 clusters Score -405810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -405811.500000 Penalty: 832.131958
	Iteration 54Q: 3 clusters Score -405811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -405813.093750 Penalty: 832.131958
	Iteration 55Q: 3 clusters Score -405813.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -405815.093750 Penalty: 832.131958
	Iteration 56Q: 3 clusters Score -405815.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -405818.937500 Penalty: 832.131958
	Iteration 57Q: 3 clusters Score -405818.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -405822.093750 Penalty: 832.131958
	Iteration 58Q: 3 clusters Score -405822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -405824.250000 Penalty: 832.131958
	Iteration 59Q: 3 clusters Score -405824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -405826.718750 Penalty: 832.131958
	Iteration 60F: 3 clusters Score -405826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -405829.125000 Penalty: 832.131958
	Iteration 61Q: 3 clusters Score -405829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -405830.968750 Penalty: 832.131958
	Iteration 62Q: 3 clusters Score -405831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -405832.718750 Penalty: 832.131958
	Iteration 63Q: 3 clusters Score -405832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -405837.531250 Penalty: 832.131958
	Iteration 64Q: 3 clusters Score -405837.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -405841.000000 Penalty: 832.131958
	Iteration 65Q: 3 clusters Score -405841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -405844.281250 Penalty: 832.131958
	Iteration 66Q: 3 clusters Score -405844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -405844.906250 Penalty: 832.131958
	Iteration 67Q: 3 clusters Score -405844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -405846.437500 Penalty: 832.131958
	Iteration 68Q: 3 clusters Score -405846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -405848.593750 Penalty: 832.131958
	Iteration 69Q: 3 clusters Score -405848.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -405849.375000 Penalty: 832.131958
	Iteration 70Q: 3 clusters Score -405849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -405849.062500 Penalty: 832.131958
	Iteration 71Q: 3 clusters Score -405849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -405849.593750 Penalty: 832.131958
	Iteration 72Q: 3 clusters Score -405849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -405851.906250 Penalty: 832.131958
	Iteration 73Q: 3 clusters Score -405851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -405851.781250 Penalty: 832.131958
	Iteration 74Q: 3 clusters Score -405851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -405852.937500 Penalty: 832.131958
	Iteration 75Q: 3 clusters Score -405852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -405854.093750 Penalty: 832.131958
	Iteration 76Q: 3 clusters Score -405854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -405855.000000 Penalty: 832.131958
	Iteration 77Q: 3 clusters Score -405855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -405855.531250 Penalty: 832.131958
	Iteration 78Q: 3 clusters Score -405855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -405855.687500 Penalty: 832.131958
	Iteration 79Q: 3 clusters Score -405855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -405856.093750 Penalty: 832.131958
	Iteration 80F: 3 clusters Score -405856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -405856.656250 Penalty: 832.131958
	Iteration 81Q: 3 clusters Score -405856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -405857.031250 Penalty: 832.131958
	Iteration 82Q: 3 clusters Score -405857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -405857.843750 Penalty: 832.131958
	Iteration 83Q: 3 clusters Score -405857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -405857.593750 Penalty: 832.131958
	Iteration 84Q: 3 clusters Score -405857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -405858.343750 Penalty: 832.131958
	Iteration 85Q: 3 clusters Score -405858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -405858.718750 Penalty: 832.131958
	Iteration 86Q: 3 clusters Score -405858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -405859.187500 Penalty: 832.131958
	Iteration 87Q: 3 clusters Score -405859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -405859.187500 Penalty: 832.131958
	Iteration 88F: 3 clusters Score -405859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Entering Unmasked Estep 
Score: -672472.687500 Penalty: 438.964111
	Iteration 0F: 2 clusters Score -672472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -662116.812500 Penalty: 877.928223
	Iteration 0F: 3 clusters Score -662116.8 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -666418.375000 Penalty: 877.928223
	Iteration 1F: 3 clusters Score -666418.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -666688.125000 Penalty: 877.928223
	Iteration 2Q: 3 clusters Score -666688.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -667059.312500 Penalty: 877.928223
	Iteration 3Q: 3 clusters Score -667059.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -667565.625000 Penalty: 877.928223
	Iteration 4F: 3 clusters Score -667565.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -668246.875000 Penalty: 877.928223
	Iteration 5F: 3 clusters Score -668246.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -668928.312500 Penalty: 877.928223
	Iteration 6F: 3 clusters Score -668928.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -669334.187500 Penalty: 877.928223
	Iteration 7Q: 3 clusters Score -669334.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -669516.812500 Penalty: 877.928223
	Iteration 8Q: 3 clusters Score -669516.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -669605.437500 Penalty: 877.928223
	Iteration 9Q: 3 clusters Score -669605.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -669678.250000 Penalty: 877.928223
	Iteration 10Q: 3 clusters Score -669678.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -669756.625000 Penalty: 877.928223
	Iteration 11Q: 3 clusters Score -669756.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -669847.375000 Penalty: 877.928223
	Iteration 12Q: 3 clusters Score -669847.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -669943.750000 Penalty: 877.928223
	Iteration 13Q: 3 clusters Score -669943.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -670058.687500 Penalty: 877.928223
	Iteration 14Q: 3 clusters Score -670058.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -670165.875000 Penalty: 877.928223
	Iteration 15Q: 3 clusters Score -670165.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -670258.125000 Penalty: 877.928223
	Iteration 16Q: 3 clusters Score -670258.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -670347.375000 Penalty: 877.928223
	Iteration 17Q: 3 clusters Score -670347.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -670449.687500 Penalty: 877.928223
	Iteration 18Q: 3 clusters Score -670449.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -670574.812500 Penalty: 877.928223
	Iteration 19Q: 3 clusters Score -670574.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -670724.437500 Penalty: 877.928223
	Iteration 20F: 3 clusters Score -670724.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -670869.625000 Penalty: 877.928223
	Iteration 21Q: 3 clusters Score -670869.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -671011.625000 Penalty: 877.928223
	Iteration 22Q: 3 clusters Score -671011.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -671141.187500 Penalty: 877.928223
	Iteration 23Q: 3 clusters Score -671141.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -671231.312500 Penalty: 877.928223
	Iteration 24Q: 3 clusters Score -671231.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -671306.000000 Penalty: 877.928223
	Iteration 25Q: 3 clusters Score -671306 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -671390.937500 Penalty: 877.928223
	Iteration 26Q: 3 clusters Score -671390.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -671461.000000 Penalty: 877.928223
	Iteration 27Q: 3 clusters Score -671461 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -671520.875000 Penalty: 877.928223
	Iteration 28Q: 3 clusters Score -671520.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -671562.312500 Penalty: 877.928223
	Iteration 29Q: 3 clusters Score -671562.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -671596.937500 Penalty: 877.928223
	Iteration 30Q: 3 clusters Score -671596.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -671624.562500 Penalty: 877.928223
	Iteration 31Q: 3 clusters Score -671624.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -671644.187500 Penalty: 877.928223
	Iteration 32Q: 3 clusters Score -671644.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -671662.875000 Penalty: 877.928223
	Iteration 33Q: 3 clusters Score -671662.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -671684.875000 Penalty: 877.928223
	Iteration 34Q: 3 clusters Score -671684.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -671700.187500 Penalty: 877.928223
	Iteration 35Q: 3 clusters Score -671700.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -671716.187500 Penalty: 877.928223
	Iteration 36Q: 3 clusters Score -671716.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -671731.062500 Penalty: 877.928223
	Iteration 37Q: 3 clusters Score -671731.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -671744.750000 Penalty: 877.928223
	Iteration 38Q: 3 clusters Score -671744.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -671752.750000 Penalty: 877.928223
	Iteration 39Q: 3 clusters Score -671752.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -671764.187500 Penalty: 877.928223
	Iteration 40F: 3 clusters Score -671764.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -671771.687500 Penalty: 877.928223
	Iteration 41Q: 3 clusters Score -671771.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -671779.937500 Penalty: 877.928223
	Iteration 42Q: 3 clusters Score -671779.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -671784.437500 Penalty: 877.928223
	Iteration 43Q: 3 clusters Score -671784.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -671797.875000 Penalty: 877.928223
	Iteration 44Q: 3 clusters Score -671797.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -671803.812500 Penalty: 877.928223
	Iteration 45Q: 3 clusters Score -671803.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -671808.625000 Penalty: 877.928223
	Iteration 46Q: 3 clusters Score -671808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -671815.562500 Penalty: 877.928223
	Iteration 47Q: 3 clusters Score -671815.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -671823.437500 Penalty: 877.928223
	Iteration 48Q: 3 clusters Score -671823.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -671828.875000 Penalty: 877.928223
	Iteration 49Q: 3 clusters Score -671828.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -671834.500000 Penalty: 877.928223
	Iteration 50Q: 3 clusters Score -671834.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -671841.250000 Penalty: 877.928223
	Iteration 51Q: 3 clusters Score -671841.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -671845.250000 Penalty: 877.928223
	Iteration 52Q: 3 clusters Score -671845.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -671849.875000 Penalty: 877.928223
	Iteration 53Q: 3 clusters Score -671849.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -671852.687500 Penalty: 877.928223
	Iteration 54Q: 3 clusters Score -671852.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -671855.937500 Penalty: 877.928223
	Iteration 55Q: 3 clusters Score -671855.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -671862.125000 Penalty: 877.928223
	Iteration 56Q: 3 clusters Score -671862.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -671865.750000 Penalty: 877.928223
	Iteration 57Q: 3 clusters Score -671865.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -671869.062500 Penalty: 877.928223
	Iteration 58Q: 3 clusters Score -671869.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -671873.312500 Penalty: 877.928223
	Iteration 59Q: 3 clusters Score -671873.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -671876.687500 Penalty: 877.928223
	Iteration 60F: 3 clusters Score -671876.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -671877.375000 Penalty: 877.928223
	Iteration 61Q: 3 clusters Score -671877.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -671882.312500 Penalty: 877.928223
	Iteration 62Q: 3 clusters Score -671882.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -671892.687500 Penalty: 877.928223
	Iteration 63Q: 3 clusters Score -671892.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -671895.062500 Penalty: 877.928223
	Iteration 64Q: 3 clusters Score -671895.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -671900.437500 Penalty: 877.928223
	Iteration 65Q: 3 clusters Score -671900.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -671906.125000 Penalty: 877.928223
	Iteration 66Q: 3 clusters Score -671906.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -671912.000000 Penalty: 877.928223
	Iteration 67Q: 3 clusters Score -671912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -671915.375000 Penalty: 877.928223
	Iteration 68Q: 3 clusters Score -671915.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -671918.125000 Penalty: 877.928223
	Iteration 69Q: 3 clusters Score -671918.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -671919.500000 Penalty: 877.928223
	Iteration 70Q: 3 clusters Score -671919.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -671924.187500 Penalty: 877.928223
	Iteration 71Q: 3 clusters Score -671924.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -671924.375000 Penalty: 877.928223
	Iteration 72Q: 3 clusters Score -671924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -671926.000000 Penalty: 877.928223
	Iteration 73Q: 3 clusters Score -671926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -671927.812500 Penalty: 877.928223
	Iteration 74Q: 3 clusters Score -671927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -671928.375000 Penalty: 877.928223
	Iteration 75Q: 3 clusters Score -671928.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -671932.437500 Penalty: 877.928223
	Iteration 76Q: 3 clusters Score -671932.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -671934.125000 Penalty: 877.928223
	Iteration 77Q: 3 clusters Score -671934.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -671933.437500 Penalty: 877.928223
	Iteration 78Q: 3 clusters Score -671933.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -671938.250000 Penalty: 877.928223
	Iteration 79Q: 3 clusters Score -671938.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -671942.250000 Penalty: 877.928223
	Iteration 80F: 3 clusters Score -671942.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -671940.312500 Penalty: 877.928223
	Iteration 81Q: 3 clusters Score -671940.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -671942.937500 Penalty: 877.928223
	Iteration 82Q: 3 clusters Score -671942.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -671944.500000 Penalty: 877.928223
	Iteration 83Q: 3 clusters Score -671944.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -671946.500000 Penalty: 877.928223
	Iteration 84Q: 3 clusters Score -671946.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -671948.187500 Penalty: 877.928223
	Iteration 85Q: 3 clusters Score -671948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -671949.250000 Penalty: 877.928223
	Iteration 86Q: 3 clusters Score -671949.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -671948.000000 Penalty: 877.928223
	Iteration 87Q: 3 clusters Score -671948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -671949.312500 Penalty: 877.928223
	Iteration 88Q: 3 clusters Score -671949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -671950.250000 Penalty: 877.928223
	Iteration 89Q: 3 clusters Score -671950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -671950.125000 Penalty: 877.928223
	Iteration 90Q: 3 clusters Score -671950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -671952.250000 Penalty: 877.928223
	Iteration 91Q: 3 clusters Score -671952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -671951.000000 Penalty: 877.928223
	Iteration 92Q: 3 clusters Score -671951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -671950.562500 Penalty: 877.928223
	Iteration 93Q: 3 clusters Score -671950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -671950.875000 Penalty: 877.928223
	Iteration 94Q: 3 clusters Score -671950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -671951.000000 Penalty: 877.928223
	Iteration 95Q: 3 clusters Score -671951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -671951.937500 Penalty: 877.928223
	Iteration 96Q: 3 clusters Score -671951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -671951.750000 Penalty: 877.928223
	Iteration 97Q: 3 clusters Score -671951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -671951.750000 Penalty: 877.928223
	Iteration 98F: 3 clusters Score -671951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -196302.265625 Penalty: 384.367126
	Iteration 0F: 2 clusters Score -196302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -193119.359375 Penalty: 768.734253
	Iteration 0F: 3 clusters Score -193119.4 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -194424.500000 Penalty: 768.734253
	Iteration 1F: 3 clusters Score -194424.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -194755.578125 Penalty: 768.734253
	Iteration 2F: 3 clusters Score -194755.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -195139.406250 Penalty: 768.734253
	Iteration 3F: 3 clusters Score -195139.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -195526.125000 Penalty: 768.734253
	Iteration 4F: 3 clusters Score -195526.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -195781.843750 Penalty: 768.734253
	Iteration 5F: 3 clusters Score -195781.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -195879.500000 Penalty: 768.734253
	Iteration 6Q: 3 clusters Score -195879.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -195923.578125 Penalty: 768.734253
	Iteration 7Q: 3 clusters Score -195923.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -195965.078125 Penalty: 768.734253
	Iteration 8Q: 3 clusters Score -195965.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -195986.843750 Penalty: 768.734253
	Iteration 9Q: 3 clusters Score -195986.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -196002.500000 Penalty: 768.734253
	Iteration 10Q: 3 clusters Score -196002.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -196019.156250 Penalty: 768.734253
	Iteration 11Q: 3 clusters Score -196019.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -196035.328125 Penalty: 768.734253
	Iteration 12Q: 3 clusters Score -196035.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -196051.406250 Penalty: 768.734253
	Iteration 13Q: 3 clusters Score -196051.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -196066.937500 Penalty: 768.734253
	Iteration 14Q: 3 clusters Score -196066.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -196083.515625 Penalty: 768.734253
	Iteration 15Q: 3 clusters Score -196083.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -196097.484375 Penalty: 768.734253
	Iteration 16Q: 3 clusters Score -196097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -196105.062500 Penalty: 768.734253
	Iteration 17Q: 3 clusters Score -196105.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -196110.031250 Penalty: 768.734253
	Iteration 18Q: 3 clusters Score -196110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -196111.843750 Penalty: 768.734253
	Iteration 19Q: 3 clusters Score -196111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -196115.468750 Penalty: 768.734253
	Iteration 20F: 3 clusters Score -196115.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -196118.421875 Penalty: 768.734253
	Iteration 21Q: 3 clusters Score -196118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -196119.250000 Penalty: 768.734253
	Iteration 22Q: 3 clusters Score -196119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -196119.765625 Penalty: 768.734253
	Iteration 23Q: 3 clusters Score -196119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -196119.718750 Penalty: 768.734253
	Iteration 24Q: 3 clusters Score -196119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -196120.234375 Penalty: 768.734253
	Iteration 25Q: 3 clusters Score -196120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -196120.234375 Penalty: 768.734253
	Iteration 26F: 3 clusters Score -196120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Entering Unmasked Estep 
Score: -3614875.750000 Penalty: 514.519714
	Iteration 0F: 2 clusters Score -3614876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -3559750.500000 Penalty: 1029.039429
	Iteration 0F: 3 clusters Score -3559750 nChanged 39890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -3584275.000000 Penalty: 1029.039429
	Iteration 1F: 3 clusters Score -3584275 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -3585655.250000 Penalty: 1029.039429
	Iteration 2Q: 3 clusters Score -3585655 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -3587791.500000 Penalty: 1029.039429
	Iteration 3F: 3 clusters Score -3587792 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -3591137.500000 Penalty: 1029.039429
	Iteration 4F: 3 clusters Score -3591138 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -3595660.750000 Penalty: 1029.039429
	Iteration 5F: 3 clusters Score -3595661 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -3600313.000000 Penalty: 1029.039429
	Iteration 6F: 3 clusters Score -3600313 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -3603365.250000 Penalty: 1029.039429
	Iteration 7Q: 3 clusters Score -3603365 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -3604787.750000 Penalty: 1029.039429
	Iteration 8Q: 3 clusters Score -3604788 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -3605754.750000 Penalty: 1029.039429
	Iteration 9Q: 3 clusters Score -3605755 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -3606601.750000 Penalty: 1029.039429
	Iteration 10Q: 3 clusters Score -3606602 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -3607484.750000 Penalty: 1029.039429
	Iteration 11Q: 3 clusters Score -3607485 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -3608460.750000 Penalty: 1029.039429
	Iteration 12Q: 3 clusters Score -3608461 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -3609453.250000 Penalty: 1029.039429
	Iteration 13Q: 3 clusters Score -3609453 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -3610410.000000 Penalty: 1029.039429
	Iteration 14Q: 3 clusters Score -3610410 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -3611269.250000 Penalty: 1029.039429
	Iteration 15Q: 3 clusters Score -3611269 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -3612089.250000 Penalty: 1029.039429
	Iteration 16Q: 3 clusters Score -3612089 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -3612689.250000 Penalty: 1029.039429
	Iteration 17Q: 3 clusters Score -3612689 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -3613219.000000 Penalty: 1029.039429
	Iteration 18Q: 3 clusters Score -3613219 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
Score: -3613600.750000 Penalty: 1029.039429
	Iteration 19Q: 3 clusters Score -3613601 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -3613927.750000 Penalty: 1029.039429
	Iteration 20F: 3 clusters Score -3613928 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -3614152.500000 Penalty: 1029.039429
	Iteration 21Q: 3 clusters Score -3614152 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -3614271.750000 Penalty: 1029.039429
	Iteration 22Q: 3 clusters Score -3614272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -3614317.750000 Penalty: 1029.039429
	Iteration 23Q: 3 clusters Score -3614318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -3614355.750000 Penalty: 1029.039429
	Iteration 24Q: 3 clusters Score -3614356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -3614376.250000 Penalty: 1029.039429
	Iteration 25Q: 3 clusters Score -3614376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -3614387.250000 Penalty: 1029.039429
	Iteration 26Q: 3 clusters Score -3614387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -3614395.500000 Penalty: 1029.039429
	Iteration 27Q: 3 clusters Score -3614396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -3614404.750000 Penalty: 1029.039429
	Iteration 28Q: 3 clusters Score -3614405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -3614406.250000 Penalty: 1029.039429
	Iteration 29Q: 3 clusters Score -3614406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -3614411.750000 Penalty: 1029.039429
	Iteration 30Q: 3 clusters Score -3614412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -3614413.500000 Penalty: 1029.039429
	Iteration 31Q: 3 clusters Score -3614414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -3614416.000000 Penalty: 1029.039429
	Iteration 32Q: 3 clusters Score -3614416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -3614417.250000 Penalty: 1029.039429
	Iteration 33Q: 3 clusters Score -3614417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -3614417.750000 Penalty: 1029.039429
	Iteration 34Q: 3 clusters Score -3614418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -3614419.750000 Penalty: 1029.039429
	Iteration 35Q: 3 clusters Score -3614420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -3614422.250000 Penalty: 1029.039429
	Iteration 36Q: 3 clusters Score -3614422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -3614429.500000 Penalty: 1029.039429
	Iteration 37Q: 3 clusters Score -3614430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -3614435.000000 Penalty: 1029.039429
	Iteration 38Q: 3 clusters Score -3614435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -3614436.000000 Penalty: 1029.039429
	Iteration 39Q: 3 clusters Score -3614436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -3614436.000000 Penalty: 1029.039429
	Iteration 40F: 3 clusters Score -3614436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -78583.812500 Penalty: 342.661255
	Iteration 0F: 2 clusters Score -78583.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -77222.015625 Penalty: 685.322510
	Iteration 0F: 3 clusters Score -77222.02 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77702.484375 Penalty: 685.322510
	Iteration 1F: 3 clusters Score -77702.48 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77882.421875 Penalty: 685.322510
	Iteration 2F: 3 clusters Score -77882.42 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -78011.351562 Penalty: 685.322510
	Iteration 3F: 3 clusters Score -78011.35 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -78106.750000 Penalty: 685.322510
	Iteration 4F: 3 clusters Score -78106.75 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -78177.320312 Penalty: 685.322510
	Iteration 5F: 3 clusters Score -78177.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -78227.367188 Penalty: 685.322510
	Iteration 6Q: 3 clusters Score -78227.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78280.320312 Penalty: 685.322510
	Iteration 7Q: 3 clusters Score -78280.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78333.273438 Penalty: 685.322510
	Iteration 8Q: 3 clusters Score -78333.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -78368.648438 Penalty: 685.322510
	Iteration 9Q: 3 clusters Score -78368.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -78397.281250 Penalty: 685.322510
	Iteration 10Q: 3 clusters Score -78397.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78426.953125 Penalty: 685.322510
	Iteration 11Q: 3 clusters Score -78426.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78450.156250 Penalty: 685.322510
	Iteration 12Q: 3 clusters Score -78450.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -78457.718750 Penalty: 685.322510
	Iteration 13Q: 3 clusters Score -78457.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -78464.367188 Penalty: 685.322510
	Iteration 14Q: 3 clusters Score -78464.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -78467.257812 Penalty: 685.322510
	Iteration 15Q: 3 clusters Score -78467.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -78468.039062 Penalty: 685.322510
	Iteration 16Q: 3 clusters Score -78468.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -78468.625000 Penalty: 685.322510
	Iteration 17Q: 3 clusters Score -78468.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -78469.031250 Penalty: 685.322510
	Iteration 18Q: 3 clusters Score -78469.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -78469.421875 Penalty: 685.322510
	Iteration 19Q: 3 clusters Score -78469.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -78469.437500 Penalty: 685.322510
	Iteration 20F: 3 clusters Score -78469.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4106.504395 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4106.504 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 65 members 
Entering Unmasked Estep 
Score: -3878.778809 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -3878.779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3915.485596 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -3915.486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3937.585449 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -3937.585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3951.167480 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -3951.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3955.793945 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -3955.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3955.793945 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -3955.794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (184543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Entering Unmasked Estep 
Score: -8203792.000000 Penalty: 551.716553
	Iteration 0F: 2 clusters Score -8203792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -8078381.000000 Penalty: 1103.433105
	Iteration 0F: 3 clusters Score -8078381 nChanged 90958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -8135308.000000 Penalty: 1103.433105
	Iteration 1F: 3 clusters Score -8135308 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -8139345.500000 Penalty: 1103.433105
	Iteration 2F: 3 clusters Score -8139346 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -8145653.500000 Penalty: 1103.433105
	Iteration 3F: 3 clusters Score -8145654 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -8155474.000000 Penalty: 1103.433105
	Iteration 4F: 3 clusters Score -8155474 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -8165602.000000 Penalty: 1103.433105
	Iteration 5F: 3 clusters Score -8165602 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113407 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -8170291.500000 Penalty: 1103.433105
	Iteration 6F: 3 clusters Score -8170292 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115688 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -8171706.000000 Penalty: 1103.433105
	Iteration 7Q: 3 clusters Score -8171706 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -8172426.500000 Penalty: 1103.433105
	Iteration 8Q: 3 clusters Score -8172426 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -8173232.500000 Penalty: 1103.433105
	Iteration 9Q: 3 clusters Score -8173232 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124069 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -8174258.500000 Penalty: 1103.433105
	Iteration 10Q: 3 clusters Score -8174258 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -8175339.500000 Penalty: 1103.433105
	Iteration 11Q: 3 clusters Score -8175340 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130768 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -8176735.500000 Penalty: 1103.433105
	Iteration 12Q: 3 clusters Score -8176736 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134385 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -8178472.000000 Penalty: 1103.433105
	Iteration 13Q: 3 clusters Score -8178472 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8180477.500000 Penalty: 1103.433105
	Iteration 14Q: 3 clusters Score -8180478 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8182850.000000 Penalty: 1103.433105
	Iteration 15Q: 3 clusters Score -8182850 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -8185215.500000 Penalty: 1103.433105
	Iteration 16Q: 3 clusters Score -8185216 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8187570.000000 Penalty: 1103.433105
	Iteration 17Q: 3 clusters Score -8187570 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -8189557.500000 Penalty: 1103.433105
	Iteration 18Q: 3 clusters Score -8189558 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -8191264.500000 Penalty: 1103.433105
	Iteration 19Q: 3 clusters Score -8191264 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156097 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -8192724.500000 Penalty: 1103.433105
	Iteration 20F: 3 clusters Score -8192724 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158194 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -8193955.500000 Penalty: 1103.433105
	Iteration 21Q: 3 clusters Score -8193956 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8195004.000000 Penalty: 1103.433105
	Iteration 22Q: 3 clusters Score -8195004 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8195863.500000 Penalty: 1103.433105
	Iteration 23Q: 3 clusters Score -8195864 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -8196601.000000 Penalty: 1103.433105
	Iteration 24Q: 3 clusters Score -8196601 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -8197183.000000 Penalty: 1103.433105
	Iteration 25Q: 3 clusters Score -8197183 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -8197889.500000 Penalty: 1103.433105
	Iteration 26Q: 3 clusters Score -8197890 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -8198513.000000 Penalty: 1103.433105
	Iteration 27Q: 3 clusters Score -8198513 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -8199034.000000 Penalty: 1103.433105
	Iteration 28Q: 3 clusters Score -8199034 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -8199534.000000 Penalty: 1103.433105
	Iteration 29Q: 3 clusters Score -8199534 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173062 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -8200034.000000 Penalty: 1103.433105
	Iteration 30Q: 3 clusters Score -8200034 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -8200428.000000 Penalty: 1103.433105
	Iteration 31Q: 3 clusters Score -8200428 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -8200812.000000 Penalty: 1103.433105
	Iteration 32Q: 3 clusters Score -8200812 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176877 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -8201212.000000 Penalty: 1103.433105
	Iteration 33Q: 3 clusters Score -8201212 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -8201571.500000 Penalty: 1103.433105
	Iteration 34Q: 3 clusters Score -8201572 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178940 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8201835.000000 Penalty: 1103.433105
	Iteration 35Q: 3 clusters Score -8201835 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8202131.500000 Penalty: 1103.433105
	Iteration 36Q: 3 clusters Score -8202132 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8202286.500000 Penalty: 1103.433105
	Iteration 37Q: 3 clusters Score -8202286 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181063 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8202458.500000 Penalty: 1103.433105
	Iteration 38Q: 3 clusters Score -8202458 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181581 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8202622.500000 Penalty: 1103.433105
	Iteration 39Q: 3 clusters Score -8202622 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182036 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8202778.000000 Penalty: 1103.433105
	Iteration 40F: 3 clusters Score -8202778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8202913.500000 Penalty: 1103.433105
	Iteration 41Q: 3 clusters Score -8202914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8202997.000000 Penalty: 1103.433105
	Iteration 42Q: 3 clusters Score -8202997 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8203093.000000 Penalty: 1103.433105
	Iteration 43Q: 3 clusters Score -8203093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183211 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8203161.500000 Penalty: 1103.433105
	Iteration 44Q: 3 clusters Score -8203162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8203192.000000 Penalty: 1103.433105
	Iteration 45Q: 3 clusters Score -8203192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8203220.500000 Penalty: 1103.433105
	Iteration 46Q: 3 clusters Score -8203220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8203257.000000 Penalty: 1103.433105
	Iteration 47Q: 3 clusters Score -8203257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183665 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8203260.500000 Penalty: 1103.433105
	Iteration 48Q: 3 clusters Score -8203260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183731 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8203283.000000 Penalty: 1103.433105
	Iteration 49Q: 3 clusters Score -8203283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8203302.500000 Penalty: 1103.433105
	Iteration 50Q: 3 clusters Score -8203302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8203322.500000 Penalty: 1103.433105
	Iteration 51Q: 3 clusters Score -8203322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8203326.000000 Penalty: 1103.433105
	Iteration 52Q: 3 clusters Score -8203326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183906 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8203341.500000 Penalty: 1103.433105
	Iteration 53Q: 3 clusters Score -8203342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8203347.000000 Penalty: 1103.433105
	Iteration 54Q: 3 clusters Score -8203347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8203361.000000 Penalty: 1103.433105
	Iteration 55Q: 3 clusters Score -8203361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8203371.000000 Penalty: 1103.433105
	Iteration 56Q: 3 clusters Score -8203371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8203372.500000 Penalty: 1103.433105
	Iteration 57Q: 3 clusters Score -8203372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8203361.500000 Penalty: 1103.433105
	Iteration 58Q: 3 clusters Score -8203362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8203370.500000 Penalty: 1103.433105
	Iteration 59Q: 3 clusters Score -8203370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8203379.500000 Penalty: 1103.433105
	Iteration 60F: 3 clusters Score -8203380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8203389.500000 Penalty: 1103.433105
	Iteration 61Q: 3 clusters Score -8203390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8203388.000000 Penalty: 1103.433105
	Iteration 62Q: 3 clusters Score -8203388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8203390.000000 Penalty: 1103.433105
	Iteration 63Q: 3 clusters Score -8203390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8203391.500000 Penalty: 1103.433105
	Iteration 64Q: 3 clusters Score -8203392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8203401.500000 Penalty: 1103.433105
	Iteration 65Q: 3 clusters Score -8203402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8203405.000000 Penalty: 1103.433105
	Iteration 66Q: 3 clusters Score -8203405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8203405.000000 Penalty: 1103.433105
	Iteration 67Q: 3 clusters Score -8203405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8203413.000000 Penalty: 1103.433105
	Iteration 68Q: 3 clusters Score -8203413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184091 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8203417.500000 Penalty: 1103.433105
	Iteration 69Q: 3 clusters Score -8203418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8203427.500000 Penalty: 1103.433105
	Iteration 70Q: 3 clusters Score -8203428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8203431.500000 Penalty: 1103.433105
	Iteration 71Q: 3 clusters Score -8203432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8203435.000000 Penalty: 1103.433105
	Iteration 72Q: 3 clusters Score -8203435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8203428.000000 Penalty: 1103.433105
	Iteration 73Q: 3 clusters Score -8203428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184121 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8203437.000000 Penalty: 1103.433105
	Iteration 74Q: 3 clusters Score -8203437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8203437.000000 Penalty: 1103.433105
	Iteration 75Q: 3 clusters Score -8203437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8203435.000000 Penalty: 1103.433105
	Iteration 76Q: 3 clusters Score -8203435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184121 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8203436.000000 Penalty: 1103.433105
	Iteration 77Q: 3 clusters Score -8203436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8203440.000000 Penalty: 1103.433105
	Iteration 78Q: 3 clusters Score -8203440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8203440.500000 Penalty: 1103.433105
	Iteration 79Q: 3 clusters Score -8203440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8203436.000000 Penalty: 1103.433105
	Iteration 80F: 3 clusters Score -8203436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8203436.500000 Penalty: 1103.433105
	Iteration 81Q: 3 clusters Score -8203436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8203438.000000 Penalty: 1103.433105
	Iteration 82Q: 3 clusters Score -8203438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8203439.500000 Penalty: 1103.433105
	Iteration 83Q: 3 clusters Score -8203440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8203444.500000 Penalty: 1103.433105
	Iteration 84Q: 3 clusters Score -8203444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8203445.000000 Penalty: 1103.433105
	Iteration 85Q: 3 clusters Score -8203445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184133 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8203444.500000 Penalty: 1103.433105
	Iteration 86Q: 3 clusters Score -8203444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8203433.500000 Penalty: 1103.433105
	Iteration 87Q: 3 clusters Score -8203434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8203436.000000 Penalty: 1103.433105
	Iteration 88Q: 3 clusters Score -8203436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8203436.500000 Penalty: 1103.433105
	Iteration 89Q: 3 clusters Score -8203436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8203437.500000 Penalty: 1103.433105
	Iteration 90Q: 3 clusters Score -8203438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8203437.500000 Penalty: 1103.433105
	Iteration 91F: 3 clusters Score -8203438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -114741.132812 Penalty: 358.782471
	Iteration 0F: 2 clusters Score -114741.1 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 1326 members 
Entering Unmasked Estep 
Score: -112868.226562 Penalty: 717.564941
	Iteration 0F: 3 clusters Score -112868.2 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -113649.140625 Penalty: 717.564941
	Iteration 1F: 3 clusters Score -113649.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -113882.031250 Penalty: 717.564941
	Iteration 2F: 3 clusters Score -113882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -114112.414062 Penalty: 717.564941
	Iteration 3F: 3 clusters Score -114112.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -114272.429688 Penalty: 717.564941
	Iteration 4F: 3 clusters Score -114272.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -114342.664062 Penalty: 717.564941
	Iteration 5Q: 3 clusters Score -114342.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -114375.187500 Penalty: 717.564941
	Iteration 6Q: 3 clusters Score -114375.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -114396.765625 Penalty: 717.564941
	Iteration 7Q: 3 clusters Score -114396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -114404.296875 Penalty: 717.564941
	Iteration 8Q: 3 clusters Score -114404.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -114410.351562 Penalty: 717.564941
	Iteration 9Q: 3 clusters Score -114410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -114412.742188 Penalty: 717.564941
	Iteration 10Q: 3 clusters Score -114412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -114413.609375 Penalty: 717.564941
	Iteration 11Q: 3 clusters Score -114413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -114414.562500 Penalty: 717.564941
	Iteration 12Q: 3 clusters Score -114414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -114414.632812 Penalty: 717.564941
	Iteration 13Q: 3 clusters Score -114414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -114414.632812 Penalty: 717.564941
	Iteration 14F: 3 clusters Score -114414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Entering Unmasked Estep 
Score: -886700.250000 Penalty: 451.207611
	Iteration 0F: 2 clusters Score -886700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -873145.187500 Penalty: 902.415222
	Iteration 0F: 3 clusters Score -873145.2 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -878623.062500 Penalty: 902.415222
	Iteration 1F: 3 clusters Score -878623.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -878894.812500 Penalty: 902.415222
	Iteration 2Q: 3 clusters Score -878894.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -879313.812500 Penalty: 902.415222
	Iteration 3Q: 3 clusters Score -879313.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -880006.125000 Penalty: 902.415222
	Iteration 4F: 3 clusters Score -880006.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -881161.187500 Penalty: 902.415222
	Iteration 5F: 3 clusters Score -881161.2 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -882731.750000 Penalty: 902.415222
	Iteration 6F: 3 clusters Score -882731.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -884394.187500 Penalty: 902.415222
	Iteration 7F: 3 clusters Score -884394.2 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -885555.000000 Penalty: 902.415222
	Iteration 8F: 3 clusters Score -885555 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -886075.500000 Penalty: 902.415222
	Iteration 9Q: 3 clusters Score -886075.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -886237.625000 Penalty: 902.415222
	Iteration 10Q: 3 clusters Score -886237.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -886273.562500 Penalty: 902.415222
	Iteration 11Q: 3 clusters Score -886273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -886282.062500 Penalty: 902.415222
	Iteration 12Q: 3 clusters Score -886282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -886281.875000 Penalty: 902.415222
	Iteration 13Q: 3 clusters Score -886281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -886281.875000 Penalty: 902.415222
	Iteration 14F: 3 clusters Score -886281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (292378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292378 members 
Entering Unmasked Estep 
Score: -13049629.000000 Penalty: 572.654053
	Iteration 0F: 2 clusters Score -1.304963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
Score: -12852092.000000 Penalty: 1145.308105
	Iteration 0F: 3 clusters Score -1.285209e+07 nChanged 144326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162423 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -12943260.000000 Penalty: 1145.308105
	Iteration 1F: 3 clusters Score -1.294326e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -12949279.000000 Penalty: 1145.308105
	Iteration 2Q: 3 clusters Score -1.294928e+07 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184489 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -12958606.000000 Penalty: 1145.308105
	Iteration 3F: 3 clusters Score -1.295861e+07 nChanged 18982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199387 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -12972075.000000 Penalty: 1145.308105
	Iteration 4F: 3 clusters Score -1.297208e+07 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214377 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -12989098.000000 Penalty: 1145.308105
	Iteration 5F: 3 clusters Score -1.29891e+07 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226011 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -13005989.000000 Penalty: 1145.308105
	Iteration 6F: 3 clusters Score -1.300599e+07 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232641 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -13018190.000000 Penalty: 1145.308105
	Iteration 7Q: 3 clusters Score -1.301819e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236308 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -13023976.000000 Penalty: 1145.308105
	Iteration 8Q: 3 clusters Score -1.302398e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239221 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -13027214.000000 Penalty: 1145.308105
	Iteration 9Q: 3 clusters Score -1.302721e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241664 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -13030074.000000 Penalty: 1145.308105
	Iteration 10Q: 3 clusters Score -1.303007e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243450 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -13032415.000000 Penalty: 1145.308105
	Iteration 11Q: 3 clusters Score -1.303242e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244686 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -13034422.000000 Penalty: 1145.308105
	Iteration 12Q: 3 clusters Score -1.303442e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245317 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -13036133.000000 Penalty: 1145.308105
	Iteration 13Q: 3 clusters Score -1.303613e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245389 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -13037716.000000 Penalty: 1145.308105
	Iteration 14Q: 3 clusters Score -1.303772e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245023 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -13039359.000000 Penalty: 1145.308105
	Iteration 15Q: 3 clusters Score -1.303936e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244276 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -13040914.000000 Penalty: 1145.308105
	Iteration 16Q: 3 clusters Score -1.304091e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243191 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -13042257.000000 Penalty: 1145.308105
	Iteration 17Q: 3 clusters Score -1.304226e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241899 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -13043647.000000 Penalty: 1145.308105
	Iteration 18Q: 3 clusters Score -1.304365e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240651 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -13044460.000000 Penalty: 1145.308105
	Iteration 19Q: 3 clusters Score -1.304446e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239545 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -13045321.000000 Penalty: 1145.308105
	Iteration 20F: 3 clusters Score -1.304532e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -13045692.000000 Penalty: 1145.308105
	Iteration 21Q: 3 clusters Score -1.304569e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237552 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -13045950.000000 Penalty: 1145.308105
	Iteration 22Q: 3 clusters Score -1.304595e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236683 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -13046048.000000 Penalty: 1145.308105
	Iteration 23Q: 3 clusters Score -1.304605e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235874 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -13046029.000000 Penalty: 1145.308105
	Iteration 24Q: 3 clusters Score -1.304603e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235045 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -13046063.000000 Penalty: 1145.308105
	Iteration 25Q: 3 clusters Score -1.304606e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234216 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -13046079.000000 Penalty: 1145.308105
	Iteration 26Q: 3 clusters Score -1.304608e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -13046139.000000 Penalty: 1145.308105
	Iteration 27Q: 3 clusters Score -1.304614e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232587 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -13046104.000000 Penalty: 1145.308105
	Iteration 28Q: 3 clusters Score -1.30461e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231854 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -13046100.000000 Penalty: 1145.308105
	Iteration 29Q: 3 clusters Score -1.30461e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231112 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -13046097.000000 Penalty: 1145.308105
	Iteration 30Q: 3 clusters Score -1.30461e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230411 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -13046081.000000 Penalty: 1145.308105
	Iteration 31Q: 3 clusters Score -1.304608e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229718 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -13046057.000000 Penalty: 1145.308105
	Iteration 32Q: 3 clusters Score -1.304606e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229009 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -13046083.000000 Penalty: 1145.308105
	Iteration 33Q: 3 clusters Score -1.304608e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228222 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -13046155.000000 Penalty: 1145.308105
	Iteration 34Q: 3 clusters Score -1.304616e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227360 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -13046137.000000 Penalty: 1145.308105
	Iteration 35Q: 3 clusters Score -1.304614e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226454 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -13046122.000000 Penalty: 1145.308105
	Iteration 36Q: 3 clusters Score -1.304612e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225572 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -13046175.000000 Penalty: 1145.308105
	Iteration 37Q: 3 clusters Score -1.304618e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224721 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -13046175.000000 Penalty: 1145.308105
	Iteration 38Q: 3 clusters Score -1.304618e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -13046152.000000 Penalty: 1145.308105
	Iteration 39Q: 3 clusters Score -1.304615e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222997 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -13046243.000000 Penalty: 1145.308105
	Iteration 40F: 3 clusters Score -1.304624e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221985 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -13046276.000000 Penalty: 1145.308105
	Iteration 41Q: 3 clusters Score -1.304628e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220998 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -13046267.000000 Penalty: 1145.308105
	Iteration 42Q: 3 clusters Score -1.304627e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220017 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -13046292.000000 Penalty: 1145.308105
	Iteration 43Q: 3 clusters Score -1.304629e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -13046312.000000 Penalty: 1145.308105
	Iteration 44Q: 3 clusters Score -1.304631e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218007 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -13046429.000000 Penalty: 1145.308105
	Iteration 45Q: 3 clusters Score -1.304643e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216941 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -13046445.000000 Penalty: 1145.308105
	Iteration 46Q: 3 clusters Score -1.304644e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215902 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -13046505.000000 Penalty: 1145.308105
	Iteration 47Q: 3 clusters Score -1.30465e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214842 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -13046593.000000 Penalty: 1145.308105
	Iteration 48Q: 3 clusters Score -1.304659e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213776 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -13046553.000000 Penalty: 1145.308105
	Iteration 49Q: 3 clusters Score -1.304655e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212722 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -13046599.000000 Penalty: 1145.308105
	Iteration 50Q: 3 clusters Score -1.30466e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211714 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -13046646.000000 Penalty: 1145.308105
	Iteration 51Q: 3 clusters Score -1.304665e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210791 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -13046695.000000 Penalty: 1145.308105
	Iteration 52Q: 3 clusters Score -1.30467e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209791 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -13046713.000000 Penalty: 1145.308105
	Iteration 53Q: 3 clusters Score -1.304671e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208810 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -13046749.000000 Penalty: 1145.308105
	Iteration 54Q: 3 clusters Score -1.304675e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207848 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -13046787.000000 Penalty: 1145.308105
	Iteration 55Q: 3 clusters Score -1.304679e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206986 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -13046817.000000 Penalty: 1145.308105
	Iteration 56Q: 3 clusters Score -1.304682e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206117 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -13046856.000000 Penalty: 1145.308105
	Iteration 57Q: 3 clusters Score -1.304686e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205319 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -13046847.000000 Penalty: 1145.308105
	Iteration 58Q: 3 clusters Score -1.304685e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204468 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -13046892.000000 Penalty: 1145.308105
	Iteration 59Q: 3 clusters Score -1.304689e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203628 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -13046878.000000 Penalty: 1145.308105
	Iteration 60F: 3 clusters Score -1.304688e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202730 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -13046954.000000 Penalty: 1145.308105
	Iteration 61Q: 3 clusters Score -1.304695e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201854 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -13046945.000000 Penalty: 1145.308105
	Iteration 62Q: 3 clusters Score -1.304694e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201031 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -13046991.000000 Penalty: 1145.308105
	Iteration 63Q: 3 clusters Score -1.304699e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200240 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -13046973.000000 Penalty: 1145.308105
	Iteration 64Q: 3 clusters Score -1.304697e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -13046968.000000 Penalty: 1145.308105
	Iteration 65Q: 3 clusters Score -1.304697e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198743 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -13046924.000000 Penalty: 1145.308105
	Iteration 66Q: 3 clusters Score -1.304692e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198014 members 
Mstep: Class 2 contains 94364 members 
Entering Unmasked Estep 
Score: -13046966.000000 Penalty: 1145.308105
	Iteration 67Q: 3 clusters Score -1.304697e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -13047009.000000 Penalty: 1145.308105
	Iteration 68Q: 3 clusters Score -1.304701e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196532 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -13046986.000000 Penalty: 1145.308105
	Iteration 69Q: 3 clusters Score -1.304699e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195797 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -13046996.000000 Penalty: 1145.308105
	Iteration 70Q: 3 clusters Score -1.3047e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -13047032.000000 Penalty: 1145.308105
	Iteration 71Q: 3 clusters Score -1.304703e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194420 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -13047068.000000 Penalty: 1145.308105
	Iteration 72Q: 3 clusters Score -1.304707e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193796 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -13047091.000000 Penalty: 1145.308105
	Iteration 73Q: 3 clusters Score -1.304709e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193116 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -13047087.000000 Penalty: 1145.308105
	Iteration 74Q: 3 clusters Score -1.304709e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192511 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -13047077.000000 Penalty: 1145.308105
	Iteration 75Q: 3 clusters Score -1.304708e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191883 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -13047032.000000 Penalty: 1145.308105
	Iteration 76Q: 3 clusters Score -1.304703e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191228 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -13047040.000000 Penalty: 1145.308105
	Iteration 77Q: 3 clusters Score -1.304704e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190547 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -13047051.000000 Penalty: 1145.308105
	Iteration 78Q: 3 clusters Score -1.304705e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189961 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -13047030.000000 Penalty: 1145.308105
	Iteration 79Q: 3 clusters Score -1.304703e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -13047024.000000 Penalty: 1145.308105
	Iteration 80F: 3 clusters Score -1.304702e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188832 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -13047106.000000 Penalty: 1145.308105
	Iteration 81Q: 3 clusters Score -1.304711e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -13047062.000000 Penalty: 1145.308105
	Iteration 82Q: 3 clusters Score -1.304706e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187752 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -13047054.000000 Penalty: 1145.308105
	Iteration 83Q: 3 clusters Score -1.304705e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187208 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -13047058.000000 Penalty: 1145.308105
	Iteration 84Q: 3 clusters Score -1.304706e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -13047055.000000 Penalty: 1145.308105
	Iteration 85Q: 3 clusters Score -1.304706e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186160 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -13047099.000000 Penalty: 1145.308105
	Iteration 86Q: 3 clusters Score -1.30471e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185597 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -13047066.000000 Penalty: 1145.308105
	Iteration 87Q: 3 clusters Score -1.304707e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185055 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -13047041.000000 Penalty: 1145.308105
	Iteration 88Q: 3 clusters Score -1.304704e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184519 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -13047054.000000 Penalty: 1145.308105
	Iteration 89Q: 3 clusters Score -1.304705e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184020 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -13047075.000000 Penalty: 1145.308105
	Iteration 90Q: 3 clusters Score -1.304708e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 108893 members 
Entering Unmasked Estep 
Score: -13047032.000000 Penalty: 1145.308105
	Iteration 91Q: 3 clusters Score -1.304703e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -13047039.000000 Penalty: 1145.308105
	Iteration 92Q: 3 clusters Score -1.304704e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182384 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -13047004.000000 Penalty: 1145.308105
	Iteration 93Q: 3 clusters Score -1.3047e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181842 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -13046978.000000 Penalty: 1145.308105
	Iteration 94Q: 3 clusters Score -1.304698e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -13046942.000000 Penalty: 1145.308105
	Iteration 95Q: 3 clusters Score -1.304694e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180674 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -13046948.000000 Penalty: 1145.308105
	Iteration 96Q: 3 clusters Score -1.304695e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180085 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -13046931.000000 Penalty: 1145.308105
	Iteration 97Q: 3 clusters Score -1.304693e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -13046839.000000 Penalty: 1145.308105
	Iteration 98Q: 3 clusters Score -1.304684e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -13046856.000000 Penalty: 1145.308105
	Iteration 99Q: 3 clusters Score -1.304686e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -13046846.000000 Penalty: 1145.308105
	Iteration 100F: 3 clusters Score -1.304685e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177885 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -13046837.000000 Penalty: 1145.308105
	Iteration 101Q: 3 clusters Score -1.304684e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -13046801.000000 Penalty: 1145.308105
	Iteration 102Q: 3 clusters Score -1.30468e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176825 members 
Mstep: Class 2 contains 115553 members 
Entering Unmasked Estep 
Score: -13046768.000000 Penalty: 1145.308105
	Iteration 103Q: 3 clusters Score -1.304677e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176271 members 
Mstep: Class 2 contains 116107 members 
Entering Unmasked Estep 
Score: -13046806.000000 Penalty: 1145.308105
	Iteration 104Q: 3 clusters Score -1.304681e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -13046810.000000 Penalty: 1145.308105
	Iteration 105Q: 3 clusters Score -1.304681e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175209 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -13046772.000000 Penalty: 1145.308105
	Iteration 106Q: 3 clusters Score -1.304677e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -13046743.000000 Penalty: 1145.308105
	Iteration 107Q: 3 clusters Score -1.304674e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -13046690.000000 Penalty: 1145.308105
	Iteration 108Q: 3 clusters Score -1.304669e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 118614 members 
Entering Unmasked Estep 
Score: -13046728.000000 Penalty: 1145.308105
	Iteration 109Q: 3 clusters Score -1.304673e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
Score: -13046718.000000 Penalty: 1145.308105
	Iteration 110Q: 3 clusters Score -1.304672e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -13046731.000000 Penalty: 1145.308105
	Iteration 111Q: 3 clusters Score -1.304673e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -13046666.000000 Penalty: 1145.308105
	Iteration 112Q: 3 clusters Score -1.304667e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -13046657.000000 Penalty: 1145.308105
	Iteration 113Q: 3 clusters Score -1.304666e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171147 members 
Mstep: Class 2 contains 121231 members 
Entering Unmasked Estep 
Score: -13046647.000000 Penalty: 1145.308105
	Iteration 114Q: 3 clusters Score -1.304665e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -13046618.000000 Penalty: 1145.308105
	Iteration 115Q: 3 clusters Score -1.304662e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -13046603.000000 Penalty: 1145.308105
	Iteration 116Q: 3 clusters Score -1.30466e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -13046529.000000 Penalty: 1145.308105
	Iteration 117Q: 3 clusters Score -1.304653e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -13046535.000000 Penalty: 1145.308105
	Iteration 118Q: 3 clusters Score -1.304654e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -13046537.000000 Penalty: 1145.308105
	Iteration 119Q: 3 clusters Score -1.304654e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -13046521.000000 Penalty: 1145.308105
	Iteration 120F: 3 clusters Score -1.304652e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -13046512.000000 Penalty: 1145.308105
	Iteration 121Q: 3 clusters Score -1.304651e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -13046527.000000 Penalty: 1145.308105
	Iteration 122Q: 3 clusters Score -1.304653e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -13046549.000000 Penalty: 1145.308105
	Iteration 123Q: 3 clusters Score -1.304655e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -13046523.000000 Penalty: 1145.308105
	Iteration 124Q: 3 clusters Score -1.304652e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -13046510.000000 Penalty: 1145.308105
	Iteration 125Q: 3 clusters Score -1.304651e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -13046500.000000 Penalty: 1145.308105
	Iteration 126Q: 3 clusters Score -1.30465e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -13046464.000000 Penalty: 1145.308105
	Iteration 127Q: 3 clusters Score -1.304646e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -13046462.000000 Penalty: 1145.308105
	Iteration 128Q: 3 clusters Score -1.304646e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 127370 members 
Entering Unmasked Estep 
Score: -13046426.000000 Penalty: 1145.308105
	Iteration 129Q: 3 clusters Score -1.304643e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 127635 members 
Entering Unmasked Estep 
Score: -13046403.000000 Penalty: 1145.308105
	Iteration 130Q: 3 clusters Score -1.30464e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164511 members 
Mstep: Class 2 contains 127867 members 
Entering Unmasked Estep 
Score: -13046378.000000 Penalty: 1145.308105
	Iteration 131Q: 3 clusters Score -1.304638e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -13046394.000000 Penalty: 1145.308105
	Iteration 132Q: 3 clusters Score -1.304639e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
Score: -13046457.000000 Penalty: 1145.308105
	Iteration 133Q: 3 clusters Score -1.304646e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -13046441.000000 Penalty: 1145.308105
	Iteration 134Q: 3 clusters Score -1.304644e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -13046456.000000 Penalty: 1145.308105
	Iteration 135Q: 3 clusters Score -1.304646e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -13046496.000000 Penalty: 1145.308105
	Iteration 136Q: 3 clusters Score -1.30465e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -13046515.000000 Penalty: 1145.308105
	Iteration 137Q: 3 clusters Score -1.304652e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 129916 members 
Entering Unmasked Estep 
Score: -13046531.000000 Penalty: 1145.308105
	Iteration 138Q: 3 clusters Score -1.304653e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -13046532.000000 Penalty: 1145.308105
	Iteration 139Q: 3 clusters Score -1.304653e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 130447 members 
Entering Unmasked Estep 
Score: -13046528.000000 Penalty: 1145.308105
	Iteration 140F: 3 clusters Score -1.304653e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 130726 members 
Entering Unmasked Estep 
Score: -13046513.000000 Penalty: 1145.308105
	Iteration 141Q: 3 clusters Score -1.304651e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -13046509.000000 Penalty: 1145.308105
	Iteration 142Q: 3 clusters Score -1.304651e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -13046484.000000 Penalty: 1145.308105
	Iteration 143Q: 3 clusters Score -1.304648e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -13046498.000000 Penalty: 1145.308105
	Iteration 144Q: 3 clusters Score -1.30465e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 131878 members 
Entering Unmasked Estep 
Score: -13046488.000000 Penalty: 1145.308105
	Iteration 145Q: 3 clusters Score -1.304649e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -13046484.000000 Penalty: 1145.308105
	Iteration 146Q: 3 clusters Score -1.304648e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -13046482.000000 Penalty: 1145.308105
	Iteration 147Q: 3 clusters Score -1.304648e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -13046473.000000 Penalty: 1145.308105
	Iteration 148Q: 3 clusters Score -1.304647e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 132867 members 
Entering Unmasked Estep 
Score: -13046459.000000 Penalty: 1145.308105
	Iteration 149Q: 3 clusters Score -1.304646e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159322 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -13046474.000000 Penalty: 1145.308105
	Iteration 150Q: 3 clusters Score -1.304647e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -13046479.000000 Penalty: 1145.308105
	Iteration 151Q: 3 clusters Score -1.304648e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158987 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -13046495.000000 Penalty: 1145.308105
	Iteration 152Q: 3 clusters Score -1.30465e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -13046493.000000 Penalty: 1145.308105
	Iteration 153Q: 3 clusters Score -1.304649e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158652 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -13046514.000000 Penalty: 1145.308105
	Iteration 154Q: 3 clusters Score -1.304651e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 133881 members 
Entering Unmasked Estep 
Score: -13046508.000000 Penalty: 1145.308105
	Iteration 155Q: 3 clusters Score -1.304651e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 134033 members 
Entering Unmasked Estep 
Score: -13046507.000000 Penalty: 1145.308105
	Iteration 156Q: 3 clusters Score -1.304651e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -13046488.000000 Penalty: 1145.308105
	Iteration 157Q: 3 clusters Score -1.304649e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -13046503.000000 Penalty: 1145.308105
	Iteration 158Q: 3 clusters Score -1.30465e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -13046488.000000 Penalty: 1145.308105
	Iteration 159Q: 3 clusters Score -1.304649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157895 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -13046485.000000 Penalty: 1145.308105
	Iteration 160F: 3 clusters Score -1.304648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -13046488.000000 Penalty: 1145.308105
	Iteration 161Q: 3 clusters Score -1.304649e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 134595 members 
Entering Unmasked Estep 
Score: -13046502.000000 Penalty: 1145.308105
	Iteration 162Q: 3 clusters Score -1.30465e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -13046463.000000 Penalty: 1145.308105
	Iteration 163Q: 3 clusters Score -1.304646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -13046447.000000 Penalty: 1145.308105
	Iteration 164Q: 3 clusters Score -1.304645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -13046458.000000 Penalty: 1145.308105
	Iteration 165Q: 3 clusters Score -1.304646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -13046446.000000 Penalty: 1145.308105
	Iteration 166Q: 3 clusters Score -1.304645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -13046461.000000 Penalty: 1145.308105
	Iteration 167Q: 3 clusters Score -1.304646e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 134940 members 
Entering Unmasked Estep 
Score: -13046455.000000 Penalty: 1145.308105
	Iteration 168Q: 3 clusters Score -1.304646e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -13046458.000000 Penalty: 1145.308105
	Iteration 169Q: 3 clusters Score -1.304646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157255 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -13046459.000000 Penalty: 1145.308105
	Iteration 170Q: 3 clusters Score -1.304646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -13046481.000000 Penalty: 1145.308105
	Iteration 171Q: 3 clusters Score -1.304648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -13046481.000000 Penalty: 1145.308105
	Iteration 172Q: 3 clusters Score -1.304648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -13046482.000000 Penalty: 1145.308105
	Iteration 173Q: 3 clusters Score -1.304648e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -13046495.000000 Penalty: 1145.308105
	Iteration 174Q: 3 clusters Score -1.30465e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 135490 members 
Entering Unmasked Estep 
Score: -13046488.000000 Penalty: 1145.308105
	Iteration 175Q: 3 clusters Score -1.304649e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156821 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -13046479.000000 Penalty: 1145.308105
	Iteration 176Q: 3 clusters Score -1.304648e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -13046471.000000 Penalty: 1145.308105
	Iteration 177Q: 3 clusters Score -1.304647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -13046465.000000 Penalty: 1145.308105
	Iteration 178Q: 3 clusters Score -1.304646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156690 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -13046455.000000 Penalty: 1145.308105
	Iteration 179Q: 3 clusters Score -1.304646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -13046467.000000 Penalty: 1145.308105
	Iteration 180F: 3 clusters Score -1.304647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -13046484.000000 Penalty: 1145.308105
	Iteration 181Q: 3 clusters Score -1.304648e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -13046506.000000 Penalty: 1145.308105
	Iteration 182Q: 3 clusters Score -1.304651e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 135955 members 
Entering Unmasked Estep 
Score: -13046518.000000 Penalty: 1145.308105
	Iteration 183Q: 3 clusters Score -1.304652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 136020 members 
Entering Unmasked Estep 
Score: -13046521.000000 Penalty: 1145.308105
	Iteration 184Q: 3 clusters Score -1.304652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -13046524.000000 Penalty: 1145.308105
	Iteration 185Q: 3 clusters Score -1.304652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -13046522.000000 Penalty: 1145.308105
	Iteration 186Q: 3 clusters Score -1.304652e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -13046513.000000 Penalty: 1145.308105
	Iteration 187Q: 3 clusters Score -1.304651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -13046523.000000 Penalty: 1145.308105
	Iteration 188Q: 3 clusters Score -1.304652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 136213 members 
Entering Unmasked Estep 
Score: -13046516.000000 Penalty: 1145.308105
	Iteration 189Q: 3 clusters Score -1.304652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -13046511.000000 Penalty: 1145.308105
	Iteration 190Q: 3 clusters Score -1.304651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156110 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -13046509.000000 Penalty: 1145.308105
	Iteration 191Q: 3 clusters Score -1.304651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -13046500.000000 Penalty: 1145.308105
	Iteration 192Q: 3 clusters Score -1.30465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -13046505.000000 Penalty: 1145.308105
	Iteration 193Q: 3 clusters Score -1.30465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -13046498.000000 Penalty: 1145.308105
	Iteration 194Q: 3 clusters Score -1.30465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -13046489.000000 Penalty: 1145.308105
	Iteration 195Q: 3 clusters Score -1.304649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -13046480.000000 Penalty: 1145.308105
	Iteration 196Q: 3 clusters Score -1.304648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -13046472.000000 Penalty: 1145.308105
	Iteration 197Q: 3 clusters Score -1.304647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155838 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -13046458.000000 Penalty: 1145.308105
	Iteration 198Q: 3 clusters Score -1.304646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 136570 members 
Entering Unmasked Estep 
Score: -13046473.000000 Penalty: 1145.308105
	Iteration 199Q: 3 clusters Score -1.304647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -13046466.000000 Penalty: 1145.308105
	Iteration 200F: 3 clusters Score -1.304647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -13046462.000000 Penalty: 1145.308105
	Iteration 201Q: 3 clusters Score -1.304646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155685 members 
Mstep: Class 2 contains 136693 members 
Entering Unmasked Estep 
Score: -13046456.000000 Penalty: 1145.308105
	Iteration 202Q: 3 clusters Score -1.304646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -13046432.000000 Penalty: 1145.308105
	Iteration 203Q: 3 clusters Score -1.304643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -13046423.000000 Penalty: 1145.308105
	Iteration 204Q: 3 clusters Score -1.304642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -13046406.000000 Penalty: 1145.308105
	Iteration 205Q: 3 clusters Score -1.304641e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155427 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -13046401.000000 Penalty: 1145.308105
	Iteration 206Q: 3 clusters Score -1.30464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 137033 members 
Entering Unmasked Estep 
Score: -13046395.000000 Penalty: 1145.308105
	Iteration 207Q: 3 clusters Score -1.30464e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -13046377.000000 Penalty: 1145.308105
	Iteration 208Q: 3 clusters Score -1.304638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -13046352.000000 Penalty: 1145.308105
	Iteration 209Q: 3 clusters Score -1.304635e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 137371 members 
Entering Unmasked Estep 
Score: -13046358.000000 Penalty: 1145.308105
	Iteration 210Q: 3 clusters Score -1.304636e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 137518 members 
Entering Unmasked Estep 
Score: -13046359.000000 Penalty: 1145.308105
	Iteration 211Q: 3 clusters Score -1.304636e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 137629 members 
Entering Unmasked Estep 
Score: -13046360.000000 Penalty: 1145.308105
	Iteration 212Q: 3 clusters Score -1.304636e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 137719 members 
Entering Unmasked Estep 
Score: -13046364.000000 Penalty: 1145.308105
	Iteration 213Q: 3 clusters Score -1.304636e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -13046357.000000 Penalty: 1145.308105
	Iteration 214Q: 3 clusters Score -1.304636e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 137933 members 
Entering Unmasked Estep 
Score: -13046362.000000 Penalty: 1145.308105
	Iteration 215Q: 3 clusters Score -1.304636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -13046382.000000 Penalty: 1145.308105
	Iteration 216Q: 3 clusters Score -1.304638e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -13046387.000000 Penalty: 1145.308105
	Iteration 217Q: 3 clusters Score -1.304639e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154057 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -13046392.000000 Penalty: 1145.308105
	Iteration 218Q: 3 clusters Score -1.304639e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -13046382.000000 Penalty: 1145.308105
	Iteration 219Q: 3 clusters Score -1.304638e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 138659 members 
Entering Unmasked Estep 
Score: -13046385.000000 Penalty: 1145.308105
	Iteration 220F: 3 clusters Score -1.304638e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 138840 members 
Entering Unmasked Estep 
Score: -13046372.000000 Penalty: 1145.308105
	Iteration 221Q: 3 clusters Score -1.304637e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -13046331.000000 Penalty: 1145.308105
	Iteration 222Q: 3 clusters Score -1.304633e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -13046289.000000 Penalty: 1145.308105
	Iteration 223Q: 3 clusters Score -1.304629e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -13046279.000000 Penalty: 1145.308105
	Iteration 224Q: 3 clusters Score -1.304628e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152916 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -13046288.000000 Penalty: 1145.308105
	Iteration 225Q: 3 clusters Score -1.304629e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -13046290.000000 Penalty: 1145.308105
	Iteration 226Q: 3 clusters Score -1.304629e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 139751 members 
Entering Unmasked Estep 
Score: -13046306.000000 Penalty: 1145.308105
	Iteration 227Q: 3 clusters Score -1.304631e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -13046285.000000 Penalty: 1145.308105
	Iteration 228Q: 3 clusters Score -1.304628e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 139976 members 
Entering Unmasked Estep 
Score: -13046265.000000 Penalty: 1145.308105
	Iteration 229Q: 3 clusters Score -1.304626e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -13046270.000000 Penalty: 1145.308105
	Iteration 230Q: 3 clusters Score -1.304627e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -13046250.000000 Penalty: 1145.308105
	Iteration 231Q: 3 clusters Score -1.304625e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152024 members 
Mstep: Class 2 contains 140354 members 
Entering Unmasked Estep 
Score: -13046255.000000 Penalty: 1145.308105
	Iteration 232Q: 3 clusters Score -1.304626e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -13046249.000000 Penalty: 1145.308105
	Iteration 233Q: 3 clusters Score -1.304625e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -13046237.000000 Penalty: 1145.308105
	Iteration 234Q: 3 clusters Score -1.304624e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 140734 members 
Entering Unmasked Estep 
Score: -13046243.000000 Penalty: 1145.308105
	Iteration 235Q: 3 clusters Score -1.304624e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 140865 members 
Entering Unmasked Estep 
Score: -13046244.000000 Penalty: 1145.308105
	Iteration 236Q: 3 clusters Score -1.304624e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -13046234.000000 Penalty: 1145.308105
	Iteration 237Q: 3 clusters Score -1.304623e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151247 members 
Mstep: Class 2 contains 141131 members 
Entering Unmasked Estep 
Score: -13046220.000000 Penalty: 1145.308105
	Iteration 238Q: 3 clusters Score -1.304622e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 141310 members 
Entering Unmasked Estep 
Score: -13046213.000000 Penalty: 1145.308105
	Iteration 239Q: 3 clusters Score -1.304621e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -13046247.000000 Penalty: 1145.308105
	Iteration 240F: 3 clusters Score -1.304625e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150669 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -13046236.000000 Penalty: 1145.308105
	Iteration 241Q: 3 clusters Score -1.304624e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 141885 members 
Entering Unmasked Estep 
Score: -13046218.000000 Penalty: 1145.308105
	Iteration 242Q: 3 clusters Score -1.304622e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -13046243.000000 Penalty: 1145.308105
	Iteration 243Q: 3 clusters Score -1.304624e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150181 members 
Mstep: Class 2 contains 142197 members 
Entering Unmasked Estep 
Score: -13046236.000000 Penalty: 1145.308105
	Iteration 244Q: 3 clusters Score -1.304624e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -13046243.000000 Penalty: 1145.308105
	Iteration 245Q: 3 clusters Score -1.304624e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 142506 members 
Entering Unmasked Estep 
Score: -13046233.000000 Penalty: 1145.308105
	Iteration 246Q: 3 clusters Score -1.304623e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -13046256.000000 Penalty: 1145.308105
	Iteration 247Q: 3 clusters Score -1.304626e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149613 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -13046253.000000 Penalty: 1145.308105
	Iteration 248Q: 3 clusters Score -1.304625e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 142893 members 
Entering Unmasked Estep 
Score: -13046243.000000 Penalty: 1145.308105
	Iteration 249Q: 3 clusters Score -1.304624e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -13046226.000000 Penalty: 1145.308105
	Iteration 250Q: 3 clusters Score -1.304623e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -13046226.000000 Penalty: 1145.308105
	Iteration 251Q: 3 clusters Score -1.304623e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 143436 members 
Entering Unmasked Estep 
Score: -13046244.000000 Penalty: 1145.308105
	Iteration 252Q: 3 clusters Score -1.304624e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -13046217.000000 Penalty: 1145.308105
	Iteration 253Q: 3 clusters Score -1.304622e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -13046209.000000 Penalty: 1145.308105
	Iteration 254Q: 3 clusters Score -1.304621e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148459 members 
Mstep: Class 2 contains 143919 members 
Entering Unmasked Estep 
Score: -13046205.000000 Penalty: 1145.308105
	Iteration 255Q: 3 clusters Score -1.30462e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 144036 members 
Entering Unmasked Estep 
Score: -13046205.000000 Penalty: 1145.308105
	Iteration 256Q: 3 clusters Score -1.30462e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -13046202.000000 Penalty: 1145.308105
	Iteration 257Q: 3 clusters Score -1.30462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 144246 members 
Entering Unmasked Estep 
Score: -13046195.000000 Penalty: 1145.308105
	Iteration 258Q: 3 clusters Score -1.30462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -13046171.000000 Penalty: 1145.308105
	Iteration 259Q: 3 clusters Score -1.304617e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -13046154.000000 Penalty: 1145.308105
	Iteration 260F: 3 clusters Score -1.304615e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 144613 members 
Entering Unmasked Estep 
Score: -13046178.000000 Penalty: 1145.308105
	Iteration 261Q: 3 clusters Score -1.304618e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -13046186.000000 Penalty: 1145.308105
	Iteration 262Q: 3 clusters Score -1.304619e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -13046168.000000 Penalty: 1145.308105
	Iteration 263Q: 3 clusters Score -1.304617e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -13046176.000000 Penalty: 1145.308105
	Iteration 264Q: 3 clusters Score -1.304618e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -13046173.000000 Penalty: 1145.308105
	Iteration 265Q: 3 clusters Score -1.304617e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147306 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -13046169.000000 Penalty: 1145.308105
	Iteration 266Q: 3 clusters Score -1.304617e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 145184 members 
Entering Unmasked Estep 
Score: -13046158.000000 Penalty: 1145.308105
	Iteration 267Q: 3 clusters Score -1.304616e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -13046173.000000 Penalty: 1145.308105
	Iteration 268Q: 3 clusters Score -1.304617e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -13046168.000000 Penalty: 1145.308105
	Iteration 269Q: 3 clusters Score -1.304617e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 145603 members 
Entering Unmasked Estep 
Score: -13046169.000000 Penalty: 1145.308105
	Iteration 270Q: 3 clusters Score -1.304617e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -13046166.000000 Penalty: 1145.308105
	Iteration 271Q: 3 clusters Score -1.304617e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146384 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -13046148.000000 Penalty: 1145.308105
	Iteration 272Q: 3 clusters Score -1.304615e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -13046141.000000 Penalty: 1145.308105
	Iteration 273Q: 3 clusters Score -1.304614e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -13046151.000000 Penalty: 1145.308105
	Iteration 274Q: 3 clusters Score -1.304615e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -13046165.000000 Penalty: 1145.308105
	Iteration 275Q: 3 clusters Score -1.304616e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145786 members 
Mstep: Class 2 contains 146592 members 
Entering Unmasked Estep 
Score: -13046174.000000 Penalty: 1145.308105
	Iteration 276Q: 3 clusters Score -1.304617e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -13046145.000000 Penalty: 1145.308105
	Iteration 277Q: 3 clusters Score -1.304614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145553 members 
Mstep: Class 2 contains 146825 members 
Entering Unmasked Estep 
Score: -13046135.000000 Penalty: 1145.308105
	Iteration 278Q: 3 clusters Score -1.304614e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145445 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -13046152.000000 Penalty: 1145.308105
	Iteration 279Q: 3 clusters Score -1.304615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -13046131.000000 Penalty: 1145.308105
	Iteration 280F: 3 clusters Score -1.304613e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 147137 members 
Entering Unmasked Estep 
Score: -13046117.000000 Penalty: 1145.308105
	Iteration 281Q: 3 clusters Score -1.304612e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -13046113.000000 Penalty: 1145.308105
	Iteration 282Q: 3 clusters Score -1.304611e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -13046111.000000 Penalty: 1145.308105
	Iteration 283Q: 3 clusters Score -1.304611e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144879 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -13046110.000000 Penalty: 1145.308105
	Iteration 284Q: 3 clusters Score -1.304611e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -13046116.000000 Penalty: 1145.308105
	Iteration 285Q: 3 clusters Score -1.304612e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -13046154.000000 Penalty: 1145.308105
	Iteration 286Q: 3 clusters Score -1.304615e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -13046162.000000 Penalty: 1145.308105
	Iteration 287Q: 3 clusters Score -1.304616e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -13046167.000000 Penalty: 1145.308105
	Iteration 288Q: 3 clusters Score -1.304617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -13046180.000000 Penalty: 1145.308105
	Iteration 289Q: 3 clusters Score -1.304618e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144045 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -13046157.000000 Penalty: 1145.308105
	Iteration 290Q: 3 clusters Score -1.304616e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 148474 members 
Entering Unmasked Estep 
Score: -13046153.000000 Penalty: 1145.308105
	Iteration 291Q: 3 clusters Score -1.304615e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -13046139.000000 Penalty: 1145.308105
	Iteration 292Q: 3 clusters Score -1.304614e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -13046137.000000 Penalty: 1145.308105
	Iteration 293Q: 3 clusters Score -1.304614e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 148935 members 
Entering Unmasked Estep 
Score: -13046132.000000 Penalty: 1145.308105
	Iteration 294Q: 3 clusters Score -1.304613e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -13046149.000000 Penalty: 1145.308105
	Iteration 295Q: 3 clusters Score -1.304615e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143128 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -13046139.000000 Penalty: 1145.308105
	Iteration 296Q: 3 clusters Score -1.304614e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142965 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -13046108.000000 Penalty: 1145.308105
	Iteration 297Q: 3 clusters Score -1.304611e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142805 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -13046102.000000 Penalty: 1145.308105
	Iteration 298Q: 3 clusters Score -1.30461e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -13046073.000000 Penalty: 1145.308105
	Iteration 299Q: 3 clusters Score -1.304607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -13046072.000000 Penalty: 1145.308105
	Iteration 300F: 3 clusters Score -1.304607e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -13046066.000000 Penalty: 1145.308105
	Iteration 301Q: 3 clusters Score -1.304607e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -13046083.000000 Penalty: 1145.308105
	Iteration 302Q: 3 clusters Score -1.304608e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -13046074.000000 Penalty: 1145.308105
	Iteration 303Q: 3 clusters Score -1.304607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141958 members 
Mstep: Class 2 contains 150420 members 
Entering Unmasked Estep 
Score: -13046103.000000 Penalty: 1145.308105
	Iteration 304Q: 3 clusters Score -1.30461e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 150556 members 
Entering Unmasked Estep 
Score: -13046099.000000 Penalty: 1145.308105
	Iteration 305Q: 3 clusters Score -1.30461e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 150675 members 
Entering Unmasked Estep 
Score: -13046066.000000 Penalty: 1145.308105
	Iteration 306Q: 3 clusters Score -1.304607e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 150808 members 
Entering Unmasked Estep 
Score: -13046043.000000 Penalty: 1145.308105
	Iteration 307Q: 3 clusters Score -1.304604e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -13046049.000000 Penalty: 1145.308105
	Iteration 308Q: 3 clusters Score -1.304605e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 151043 members 
Entering Unmasked Estep 
Score: -13046041.000000 Penalty: 1145.308105
	Iteration 309Q: 3 clusters Score -1.304604e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141232 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -13046050.000000 Penalty: 1145.308105
	Iteration 310Q: 3 clusters Score -1.304605e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141100 members 
Mstep: Class 2 contains 151278 members 
Entering Unmasked Estep 
Score: -13046066.000000 Penalty: 1145.308105
	Iteration 311Q: 3 clusters Score -1.304607e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -13046075.000000 Penalty: 1145.308105
	Iteration 312Q: 3 clusters Score -1.304608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -13046047.000000 Penalty: 1145.308105
	Iteration 313Q: 3 clusters Score -1.304605e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140779 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -13046024.000000 Penalty: 1145.308105
	Iteration 314Q: 3 clusters Score -1.304602e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140657 members 
Mstep: Class 2 contains 151721 members 
Entering Unmasked Estep 
Score: -13046060.000000 Penalty: 1145.308105
	Iteration 315Q: 3 clusters Score -1.304606e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -13046054.000000 Penalty: 1145.308105
	Iteration 316Q: 3 clusters Score -1.304605e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140385 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -13046047.000000 Penalty: 1145.308105
	Iteration 317Q: 3 clusters Score -1.304605e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -13046057.000000 Penalty: 1145.308105
	Iteration 318Q: 3 clusters Score -1.304606e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140108 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -13046061.000000 Penalty: 1145.308105
	Iteration 319Q: 3 clusters Score -1.304606e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -13046052.000000 Penalty: 1145.308105
	Iteration 320F: 3 clusters Score -1.304605e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -13046031.000000 Penalty: 1145.308105
	Iteration 321Q: 3 clusters Score -1.304603e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -13046041.000000 Penalty: 1145.308105
	Iteration 322Q: 3 clusters Score -1.304604e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -13046021.000000 Penalty: 1145.308105
	Iteration 323Q: 3 clusters Score -1.304602e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -13046011.000000 Penalty: 1145.308105
	Iteration 324Q: 3 clusters Score -1.304601e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 153245 members 
Entering Unmasked Estep 
Score: -13045966.000000 Penalty: 1145.308105
	Iteration 325Q: 3 clusters Score -1.304597e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138943 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -13045982.000000 Penalty: 1145.308105
	Iteration 326Q: 3 clusters Score -1.304598e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -13045967.000000 Penalty: 1145.308105
	Iteration 327Q: 3 clusters Score -1.304597e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -13045983.000000 Penalty: 1145.308105
	Iteration 328Q: 3 clusters Score -1.304598e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 153964 members 
Entering Unmasked Estep 
Score: -13045970.000000 Penalty: 1145.308105
	Iteration 329Q: 3 clusters Score -1.304597e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 154167 members 
Entering Unmasked Estep 
Score: -13045978.000000 Penalty: 1145.308105
	Iteration 330Q: 3 clusters Score -1.304598e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -13046014.000000 Penalty: 1145.308105
	Iteration 331Q: 3 clusters Score -1.304601e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137776 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -13046005.000000 Penalty: 1145.308105
	Iteration 332Q: 3 clusters Score -1.3046e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137585 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -13045991.000000 Penalty: 1145.308105
	Iteration 333Q: 3 clusters Score -1.304599e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137425 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -13045971.000000 Penalty: 1145.308105
	Iteration 334Q: 3 clusters Score -1.304597e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137272 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -13045990.000000 Penalty: 1145.308105
	Iteration 335Q: 3 clusters Score -1.304599e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -13046011.000000 Penalty: 1145.308105
	Iteration 336Q: 3 clusters Score -1.304601e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -13046007.000000 Penalty: 1145.308105
	Iteration 337Q: 3 clusters Score -1.304601e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -13046029.000000 Penalty: 1145.308105
	Iteration 338Q: 3 clusters Score -1.304603e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -13046038.000000 Penalty: 1145.308105
	Iteration 339Q: 3 clusters Score -1.304604e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -13046035.000000 Penalty: 1145.308105
	Iteration 340F: 3 clusters Score -1.304604e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -13046012.000000 Penalty: 1145.308105
	Iteration 341Q: 3 clusters Score -1.304601e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -13046001.000000 Penalty: 1145.308105
	Iteration 342Q: 3 clusters Score -1.3046e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -13045979.000000 Penalty: 1145.308105
	Iteration 343Q: 3 clusters Score -1.304598e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135561 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -13045977.000000 Penalty: 1145.308105
	Iteration 344Q: 3 clusters Score -1.304598e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135332 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -13045984.000000 Penalty: 1145.308105
	Iteration 345Q: 3 clusters Score -1.304598e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -13046000.000000 Penalty: 1145.308105
	Iteration 346Q: 3 clusters Score -1.3046e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -13045985.000000 Penalty: 1145.308105
	Iteration 347Q: 3 clusters Score -1.304598e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -13045966.000000 Penalty: 1145.308105
	Iteration 348Q: 3 clusters Score -1.304597e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134329 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -13045986.000000 Penalty: 1145.308105
	Iteration 349Q: 3 clusters Score -1.304599e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -13046011.000000 Penalty: 1145.308105
	Iteration 350Q: 3 clusters Score -1.304601e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -13046000.000000 Penalty: 1145.308105
	Iteration 351Q: 3 clusters Score -1.3046e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133559 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -13046011.000000 Penalty: 1145.308105
	Iteration 352Q: 3 clusters Score -1.304601e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -13046006.000000 Penalty: 1145.308105
	Iteration 353Q: 3 clusters Score -1.304601e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133043 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -13046013.000000 Penalty: 1145.308105
	Iteration 354Q: 3 clusters Score -1.304601e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -13046028.000000 Penalty: 1145.308105
	Iteration 355Q: 3 clusters Score -1.304603e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -13046006.000000 Penalty: 1145.308105
	Iteration 356Q: 3 clusters Score -1.304601e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 160109 members 
Entering Unmasked Estep 
Score: -13046006.000000 Penalty: 1145.308105
	Iteration 357Q: 3 clusters Score -1.304601e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 160406 members 
Entering Unmasked Estep 
Score: -13045995.000000 Penalty: 1145.308105
	Iteration 358Q: 3 clusters Score -1.3046e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -13045993.000000 Penalty: 1145.308105
	Iteration 359Q: 3 clusters Score -1.304599e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -13045983.000000 Penalty: 1145.308105
	Iteration 360F: 3 clusters Score -1.304598e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -13045961.000000 Penalty: 1145.308105
	Iteration 361Q: 3 clusters Score -1.304596e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -13045950.000000 Penalty: 1145.308105
	Iteration 362Q: 3 clusters Score -1.304595e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Mstep: Class 2 contains 162148 members 
Entering Unmasked Estep 
Score: -13045948.000000 Penalty: 1145.308105
	Iteration 363Q: 3 clusters Score -1.304595e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -13045953.000000 Penalty: 1145.308105
	Iteration 364Q: 3 clusters Score -1.304595e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129399 members 
Mstep: Class 2 contains 162979 members 
Entering Unmasked Estep 
Score: -13045945.000000 Penalty: 1145.308105
	Iteration 365Q: 3 clusters Score -1.304594e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -13045941.000000 Penalty: 1145.308105
	Iteration 366Q: 3 clusters Score -1.304594e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -13045919.000000 Penalty: 1145.308105
	Iteration 367Q: 3 clusters Score -1.304592e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128130 members 
Mstep: Class 2 contains 164248 members 
Entering Unmasked Estep 
Score: -13045907.000000 Penalty: 1145.308105
	Iteration 368Q: 3 clusters Score -1.304591e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -13045916.000000 Penalty: 1145.308105
	Iteration 369Q: 3 clusters Score -1.304592e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -13045917.000000 Penalty: 1145.308105
	Iteration 370Q: 3 clusters Score -1.304592e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -13045910.000000 Penalty: 1145.308105
	Iteration 371Q: 3 clusters Score -1.304591e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126007 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -13045930.000000 Penalty: 1145.308105
	Iteration 372Q: 3 clusters Score -1.304593e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -13045898.000000 Penalty: 1145.308105
	Iteration 373Q: 3 clusters Score -1.30459e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -13045921.000000 Penalty: 1145.308105
	Iteration 374Q: 3 clusters Score -1.304592e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 168185 members 
Entering Unmasked Estep 
Score: -13045936.000000 Penalty: 1145.308105
	Iteration 375Q: 3 clusters Score -1.304594e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -13045924.000000 Penalty: 1145.308105
	Iteration 376Q: 3 clusters Score -1.304592e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -13045923.000000 Penalty: 1145.308105
	Iteration 377Q: 3 clusters Score -1.304592e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -13045858.000000 Penalty: 1145.308105
	Iteration 378Q: 3 clusters Score -1.304586e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121503 members 
Mstep: Class 2 contains 170875 members 
Entering Unmasked Estep 
Score: -13045828.000000 Penalty: 1145.308105
	Iteration 379Q: 3 clusters Score -1.304583e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -13045843.000000 Penalty: 1145.308105
	Iteration 380F: 3 clusters Score -1.304584e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 172185 members 
Entering Unmasked Estep 
Score: -13045819.000000 Penalty: 1145.308105
	Iteration 381Q: 3 clusters Score -1.304582e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -13045812.000000 Penalty: 1145.308105
	Iteration 382Q: 3 clusters Score -1.304581e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -13045794.000000 Penalty: 1145.308105
	Iteration 383Q: 3 clusters Score -1.304579e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 174207 members 
Entering Unmasked Estep 
Score: -13045774.000000 Penalty: 1145.308105
	Iteration 384Q: 3 clusters Score -1.304577e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117528 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -13045725.000000 Penalty: 1145.308105
	Iteration 385Q: 3 clusters Score -1.304572e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116823 members 
Mstep: Class 2 contains 175555 members 
Entering Unmasked Estep 
Score: -13045732.000000 Penalty: 1145.308105
	Iteration 386Q: 3 clusters Score -1.304573e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 176254 members 
Entering Unmasked Estep 
Score: -13045677.000000 Penalty: 1145.308105
	Iteration 387Q: 3 clusters Score -1.304568e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -13045716.000000 Penalty: 1145.308105
	Iteration 388Q: 3 clusters Score -1.304572e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -13045679.000000 Penalty: 1145.308105
	Iteration 389Q: 3 clusters Score -1.304568e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 178379 members 
Entering Unmasked Estep 
Score: -13045675.000000 Penalty: 1145.308105
	Iteration 390Q: 3 clusters Score -1.304568e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 179065 members 
Entering Unmasked Estep 
Score: -13045705.000000 Penalty: 1145.308105
	Iteration 391Q: 3 clusters Score -1.30457e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -13045690.000000 Penalty: 1145.308105
	Iteration 392Q: 3 clusters Score -1.304569e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111898 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -13045664.000000 Penalty: 1145.308105
	Iteration 393Q: 3 clusters Score -1.304566e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 181102 members 
Entering Unmasked Estep 
Score: -13045670.000000 Penalty: 1145.308105
	Iteration 394Q: 3 clusters Score -1.304567e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -13045658.000000 Penalty: 1145.308105
	Iteration 395Q: 3 clusters Score -1.304566e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 182554 members 
Entering Unmasked Estep 
Score: -13045666.000000 Penalty: 1145.308105
	Iteration 396Q: 3 clusters Score -1.304567e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 183223 members 
Entering Unmasked Estep 
Score: -13045638.000000 Penalty: 1145.308105
	Iteration 397Q: 3 clusters Score -1.304564e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 183939 members 
Entering Unmasked Estep 
Score: -13045635.000000 Penalty: 1145.308105
	Iteration 398Q: 3 clusters Score -1.304564e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 184663 members 
Entering Unmasked Estep 
Score: -13045566.000000 Penalty: 1145.308105
	Iteration 399Q: 3 clusters Score -1.304557e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 185416 members 
Entering Unmasked Estep 
Score: -13045505.000000 Penalty: 1145.308105
	Iteration 400F: 3 clusters Score -1.30455e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 186153 members 
Entering Unmasked Estep 
Score: -13045503.000000 Penalty: 1145.308105
	Iteration 401Q: 3 clusters Score -1.30455e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 186899 members 
Entering Unmasked Estep 
Score: -13045497.000000 Penalty: 1145.308105
	Iteration 402Q: 3 clusters Score -1.30455e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -13045508.000000 Penalty: 1145.308105
	Iteration 403Q: 3 clusters Score -1.304551e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 188290 members 
Entering Unmasked Estep 
Score: -13045442.000000 Penalty: 1145.308105
	Iteration 404Q: 3 clusters Score -1.304544e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -13045463.000000 Penalty: 1145.308105
	Iteration 405Q: 3 clusters Score -1.304546e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 189703 members 
Entering Unmasked Estep 
Score: -13045468.000000 Penalty: 1145.308105
	Iteration 406Q: 3 clusters Score -1.304547e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 190442 members 
Entering Unmasked Estep 
Score: -13045463.000000 Penalty: 1145.308105
	Iteration 407Q: 3 clusters Score -1.304546e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -13045437.000000 Penalty: 1145.308105
	Iteration 408Q: 3 clusters Score -1.304544e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 191822 members 
Entering Unmasked Estep 
Score: -13045467.000000 Penalty: 1145.308105
	Iteration 409Q: 3 clusters Score -1.304547e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 192511 members 
Entering Unmasked Estep 
Score: -13045423.000000 Penalty: 1145.308105
	Iteration 410Q: 3 clusters Score -1.304542e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 193250 members 
Entering Unmasked Estep 
Score: -13045376.000000 Penalty: 1145.308105
	Iteration 411Q: 3 clusters Score -1.304538e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 193948 members 
Entering Unmasked Estep 
Score: -13045325.000000 Penalty: 1145.308105
	Iteration 412Q: 3 clusters Score -1.304532e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 194736 members 
Entering Unmasked Estep 
Score: -13045365.000000 Penalty: 1145.308105
	Iteration 413Q: 3 clusters Score -1.304536e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 195596 members 
Entering Unmasked Estep 
Score: -13045358.000000 Penalty: 1145.308105
	Iteration 414Q: 3 clusters Score -1.304536e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 196381 members 
Entering Unmasked Estep 
Score: -13045416.000000 Penalty: 1145.308105
	Iteration 415Q: 3 clusters Score -1.304542e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95178 members 
Mstep: Class 2 contains 197200 members 
Entering Unmasked Estep 
Score: -13045425.000000 Penalty: 1145.308105
	Iteration 416Q: 3 clusters Score -1.304542e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 198018 members 
Entering Unmasked Estep 
Score: -13045433.000000 Penalty: 1145.308105
	Iteration 417Q: 3 clusters Score -1.304543e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 198928 members 
Entering Unmasked Estep 
Score: -13045490.000000 Penalty: 1145.308105
	Iteration 418Q: 3 clusters Score -1.304549e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 199762 members 
Entering Unmasked Estep 
Score: -13045542.000000 Penalty: 1145.308105
	Iteration 419Q: 3 clusters Score -1.304554e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 200704 members 
Entering Unmasked Estep 
Score: -13045639.000000 Penalty: 1145.308105
	Iteration 420F: 3 clusters Score -1.304564e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 201589 members 
Entering Unmasked Estep 
Score: -13045660.000000 Penalty: 1145.308105
	Iteration 421Q: 3 clusters Score -1.304566e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 202440 members 
Entering Unmasked Estep 
Score: -13045598.000000 Penalty: 1145.308105
	Iteration 422Q: 3 clusters Score -1.30456e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 203240 members 
Entering Unmasked Estep 
Score: -13045579.000000 Penalty: 1145.308105
	Iteration 423Q: 3 clusters Score -1.304558e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 204045 members 
Entering Unmasked Estep 
Score: -13045507.000000 Penalty: 1145.308105
	Iteration 424Q: 3 clusters Score -1.304551e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 204866 members 
Entering Unmasked Estep 
Score: -13045534.000000 Penalty: 1145.308105
	Iteration 425Q: 3 clusters Score -1.304553e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 205714 members 
Entering Unmasked Estep 
Score: -13045568.000000 Penalty: 1145.308105
	Iteration 426Q: 3 clusters Score -1.304557e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 206506 members 
Entering Unmasked Estep 
Score: -13045545.000000 Penalty: 1145.308105
	Iteration 427Q: 3 clusters Score -1.304554e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 207358 members 
Entering Unmasked Estep 
Score: -13045565.000000 Penalty: 1145.308105
	Iteration 428Q: 3 clusters Score -1.304556e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 208199 members 
Entering Unmasked Estep 
Score: -13045572.000000 Penalty: 1145.308105
	Iteration 429Q: 3 clusters Score -1.304557e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 209054 members 
Entering Unmasked Estep 
Score: -13045615.000000 Penalty: 1145.308105
	Iteration 430Q: 3 clusters Score -1.304562e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 209984 members 
Entering Unmasked Estep 
Score: -13045629.000000 Penalty: 1145.308105
	Iteration 431Q: 3 clusters Score -1.304563e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 210929 members 
Entering Unmasked Estep 
Score: -13045498.000000 Penalty: 1145.308105
	Iteration 432Q: 3 clusters Score -1.30455e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 211885 members 
Entering Unmasked Estep 
Score: -13045513.000000 Penalty: 1145.308105
	Iteration 433Q: 3 clusters Score -1.304551e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 212859 members 
Entering Unmasked Estep 
Score: -13045506.000000 Penalty: 1145.308105
	Iteration 434Q: 3 clusters Score -1.304551e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 213841 members 
Entering Unmasked Estep 
Score: -13045543.000000 Penalty: 1145.308105
	Iteration 435Q: 3 clusters Score -1.304554e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -13045585.000000 Penalty: 1145.308105
	Iteration 436Q: 3 clusters Score -1.304558e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 215801 members 
Entering Unmasked Estep 
Score: -13045503.000000 Penalty: 1145.308105
	Iteration 437Q: 3 clusters Score -1.30455e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 216828 members 
Entering Unmasked Estep 
Score: -13045466.000000 Penalty: 1145.308105
	Iteration 438Q: 3 clusters Score -1.304547e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 217826 members 
Entering Unmasked Estep 
Score: -13045448.000000 Penalty: 1145.308105
	Iteration 439Q: 3 clusters Score -1.304545e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 218836 members 
Entering Unmasked Estep 
Score: -13045424.000000 Penalty: 1145.308105
	Iteration 440F: 3 clusters Score -1.304542e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 219886 members 
Entering Unmasked Estep 
Score: -13045458.000000 Penalty: 1145.308105
	Iteration 441Q: 3 clusters Score -1.304546e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 220948 members 
Entering Unmasked Estep 
Score: -13045493.000000 Penalty: 1145.308105
	Iteration 442Q: 3 clusters Score -1.304549e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 221984 members 
Entering Unmasked Estep 
Score: -13045428.000000 Penalty: 1145.308105
	Iteration 443Q: 3 clusters Score -1.304543e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 223089 members 
Entering Unmasked Estep 
Score: -13045429.000000 Penalty: 1145.308105
	Iteration 444Q: 3 clusters Score -1.304543e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 224204 members 
Entering Unmasked Estep 
Score: -13045368.000000 Penalty: 1145.308105
	Iteration 445Q: 3 clusters Score -1.304537e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 225316 members 
Entering Unmasked Estep 
Score: -13045416.000000 Penalty: 1145.308105
	Iteration 446Q: 3 clusters Score -1.304542e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 226398 members 
Entering Unmasked Estep 
Score: -13045412.000000 Penalty: 1145.308105
	Iteration 447Q: 3 clusters Score -1.304541e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 227560 members 
Entering Unmasked Estep 
Score: -13045403.000000 Penalty: 1145.308105
	Iteration 448Q: 3 clusters Score -1.30454e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 228636 members 
Entering Unmasked Estep 
Score: -13045438.000000 Penalty: 1145.308105
	Iteration 449Q: 3 clusters Score -1.304544e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 229724 members 
Entering Unmasked Estep 
Score: -13045432.000000 Penalty: 1145.308105
	Iteration 450Q: 3 clusters Score -1.304543e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 230834 members 
Entering Unmasked Estep 
Score: -13045396.000000 Penalty: 1145.308105
	Iteration 451Q: 3 clusters Score -1.30454e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 231899 members 
Entering Unmasked Estep 
Score: -13045468.000000 Penalty: 1145.308105
	Iteration 452Q: 3 clusters Score -1.304547e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 233017 members 
Entering Unmasked Estep 
Score: -13045559.000000 Penalty: 1145.308105
	Iteration 453Q: 3 clusters Score -1.304556e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 234179 members 
Entering Unmasked Estep 
Score: -13045579.000000 Penalty: 1145.308105
	Iteration 454Q: 3 clusters Score -1.304558e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 235384 members 
Entering Unmasked Estep 
Score: -13045542.000000 Penalty: 1145.308105
	Iteration 455Q: 3 clusters Score -1.304554e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 236539 members 
Entering Unmasked Estep 
Score: -13045590.000000 Penalty: 1145.308105
	Iteration 456Q: 3 clusters Score -1.304559e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 237653 members 
Entering Unmasked Estep 
Score: -13045647.000000 Penalty: 1145.308105
	Iteration 457Q: 3 clusters Score -1.304565e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 238728 members 
Entering Unmasked Estep 
Score: -13045628.000000 Penalty: 1145.308105
	Iteration 458Q: 3 clusters Score -1.304563e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 239839 members 
Entering Unmasked Estep 
Score: -13045630.000000 Penalty: 1145.308105
	Iteration 459Q: 3 clusters Score -1.304563e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 240900 members 
Entering Unmasked Estep 
Score: -13045621.000000 Penalty: 1145.308105
	Iteration 460F: 3 clusters Score -1.304562e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 241985 members 
Entering Unmasked Estep 
Score: -13045636.000000 Penalty: 1145.308105
	Iteration 461Q: 3 clusters Score -1.304564e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 243119 members 
Entering Unmasked Estep 
Score: -13045648.000000 Penalty: 1145.308105
	Iteration 462Q: 3 clusters Score -1.304565e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 244353 members 
Entering Unmasked Estep 
Score: -13045750.000000 Penalty: 1145.308105
	Iteration 463Q: 3 clusters Score -1.304575e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 245568 members 
Entering Unmasked Estep 
Score: -13045777.000000 Penalty: 1145.308105
	Iteration 464Q: 3 clusters Score -1.304578e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 246707 members 
Entering Unmasked Estep 
Score: -13045864.000000 Penalty: 1145.308105
	Iteration 465Q: 3 clusters Score -1.304586e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 247914 members 
Entering Unmasked Estep 
Score: -13045876.000000 Penalty: 1145.308105
	Iteration 466Q: 3 clusters Score -1.304588e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 249127 members 
Entering Unmasked Estep 
Score: -13045929.000000 Penalty: 1145.308105
	Iteration 467Q: 3 clusters Score -1.304593e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 250364 members 
Entering Unmasked Estep 
Score: -13045969.000000 Penalty: 1145.308105
	Iteration 468Q: 3 clusters Score -1.304597e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 251570 members 
Entering Unmasked Estep 
Score: -13046040.000000 Penalty: 1145.308105
	Iteration 469Q: 3 clusters Score -1.304604e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 252768 members 
Entering Unmasked Estep 
Score: -13046180.000000 Penalty: 1145.308105
	Iteration 470Q: 3 clusters Score -1.304618e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 253932 members 
Entering Unmasked Estep 
Score: -13046217.000000 Penalty: 1145.308105
	Iteration 471Q: 3 clusters Score -1.304622e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 255028 members 
Entering Unmasked Estep 
Score: -13046319.000000 Penalty: 1145.308105
	Iteration 472Q: 3 clusters Score -1.304632e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 256055 members 
Entering Unmasked Estep 
Score: -13046419.000000 Penalty: 1145.308105
	Iteration 473Q: 3 clusters Score -1.304642e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 257095 members 
Entering Unmasked Estep 
Score: -13046512.000000 Penalty: 1145.308105
	Iteration 474Q: 3 clusters Score -1.304651e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 258151 members 
Entering Unmasked Estep 
Score: -13046590.000000 Penalty: 1145.308105
	Iteration 475Q: 3 clusters Score -1.304659e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 259231 members 
Entering Unmasked Estep 
Score: -13046709.000000 Penalty: 1145.308105
	Iteration 476Q: 3 clusters Score -1.304671e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 260260 members 
Entering Unmasked Estep 
Score: -13046855.000000 Penalty: 1145.308105
	Iteration 477Q: 3 clusters Score -1.304686e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 261305 members 
Entering Unmasked Estep 
Score: -13046925.000000 Penalty: 1145.308105
	Iteration 478Q: 3 clusters Score -1.304692e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 262327 members 
Entering Unmasked Estep 
Score: -13047017.000000 Penalty: 1145.308105
	Iteration 479Q: 3 clusters Score -1.304702e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 263425 members 
Entering Unmasked Estep 
Score: -13047051.000000 Penalty: 1145.308105
	Iteration 480F: 3 clusters Score -1.304705e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 264507 members 
Entering Unmasked Estep 
Score: -13047155.000000 Penalty: 1145.308105
	Iteration 481Q: 3 clusters Score -1.304716e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 265527 members 
Entering Unmasked Estep 
Score: -13047217.000000 Penalty: 1145.308105
	Iteration 482Q: 3 clusters Score -1.304722e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 266476 members 
Entering Unmasked Estep 
Score: -13047339.000000 Penalty: 1145.308105
	Iteration 483Q: 3 clusters Score -1.304734e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 267423 members 
Entering Unmasked Estep 
Score: -13047457.000000 Penalty: 1145.308105
	Iteration 484Q: 3 clusters Score -1.304746e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 268317 members 
Entering Unmasked Estep 
Score: -13047512.000000 Penalty: 1145.308105
	Iteration 485Q: 3 clusters Score -1.304751e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 269259 members 
Entering Unmasked Estep 
Score: -13047580.000000 Penalty: 1145.308105
	Iteration 486Q: 3 clusters Score -1.304758e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 270181 members 
Entering Unmasked Estep 
Score: -13047642.000000 Penalty: 1145.308105
	Iteration 487Q: 3 clusters Score -1.304764e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 271019 members 
Entering Unmasked Estep 
Score: -13047694.000000 Penalty: 1145.308105
	Iteration 488Q: 3 clusters Score -1.304769e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 271903 members 
Entering Unmasked Estep 
Score: -13047799.000000 Penalty: 1145.308105
	Iteration 489Q: 3 clusters Score -1.30478e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 272784 members 
Entering Unmasked Estep 
Score: -13047849.000000 Penalty: 1145.308105
	Iteration 490Q: 3 clusters Score -1.304785e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 273707 members 
Entering Unmasked Estep 
Score: -13047957.000000 Penalty: 1145.308105
	Iteration 491Q: 3 clusters Score -1.304796e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 274619 members 
Entering Unmasked Estep 
Score: -13048065.000000 Penalty: 1145.308105
	Iteration 492Q: 3 clusters Score -1.304806e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 275522 members 
Entering Unmasked Estep 
Score: -13048192.000000 Penalty: 1145.308105
	Iteration 493Q: 3 clusters Score -1.304819e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 276393 members 
Entering Unmasked Estep 
Score: -13048261.000000 Penalty: 1145.308105
	Iteration 494Q: 3 clusters Score -1.304826e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 277222 members 
Entering Unmasked Estep 
Score: -13048373.000000 Penalty: 1145.308105
	Iteration 495Q: 3 clusters Score -1.304837e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 278026 members 
Entering Unmasked Estep 
Score: -13048488.000000 Penalty: 1145.308105
	Iteration 496Q: 3 clusters Score -1.304849e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 278847 members 
Entering Unmasked Estep 
Score: -13048586.000000 Penalty: 1145.308105
	Iteration 497Q: 3 clusters Score -1.304859e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 279590 members 
Entering Unmasked Estep 
Score: -13048578.000000 Penalty: 1145.308105
	Iteration 498Q: 3 clusters Score -1.304858e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 280319 members 
Entering Unmasked Estep 
Score: -13048634.000000 Penalty: 1145.308105
	Iteration 499Q: 3 clusters Score -1.304863e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 281006 members 
Entering Unmasked Estep 
Score: -13048703.000000 Penalty: 1145.308105
	Iteration 500F: 3 clusters Score -1.30487e+07 nChanged 696
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 16 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -374351.468750 Penalty: 412.571655
	Iteration 0F: 2 clusters Score -374351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -368601.031250 Penalty: 825.143311
	Iteration 0F: 3 clusters Score -368601 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -371007.750000 Penalty: 825.143311
	Iteration 1F: 3 clusters Score -371007.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -371378.875000 Penalty: 825.143311
	Iteration 2F: 3 clusters Score -371378.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -371913.437500 Penalty: 825.143311
	Iteration 3F: 3 clusters Score -371913.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -372573.812500 Penalty: 825.143311
	Iteration 4F: 3 clusters Score -372573.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -373252.250000 Penalty: 825.143311
	Iteration 5F: 3 clusters Score -373252.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -373701.875000 Penalty: 825.143311
	Iteration 6Q: 3 clusters Score -373701.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -373886.218750 Penalty: 825.143311
	Iteration 7Q: 3 clusters Score -373886.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -373944.375000 Penalty: 825.143311
	Iteration 8Q: 3 clusters Score -373944.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -373969.031250 Penalty: 825.143311
	Iteration 9Q: 3 clusters Score -373969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -373974.906250 Penalty: 825.143311
	Iteration 10Q: 3 clusters Score -373974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -373980.843750 Penalty: 825.143311
	Iteration 11Q: 3 clusters Score -373980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -373983.218750 Penalty: 825.143311
	Iteration 12Q: 3 clusters Score -373983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -373986.500000 Penalty: 825.143311
	Iteration 13Q: 3 clusters Score -373986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -373990.937500 Penalty: 825.143311
	Iteration 14Q: 3 clusters Score -373990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -373990.937500 Penalty: 825.143311
	Iteration 15F: 3 clusters Score -373990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5707.522461 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5707.522 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 88 members 
Entering Unmasked Estep 
Score: -5458.031250 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -5458.031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5519.232422 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -5519.232 nChanged 11
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: -5535.045410 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -5535.045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5541.879883 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -5541.88 nChanged 5
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: -5548.683594 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -5548.684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5556.767578 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -5556.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5559.396484 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -5559.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5559.396484 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -5559.396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Entering Unmasked Estep 
Score: -1868707.750000 Penalty: 484.741211
	Iteration 0F: 2 clusters Score -1868708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1840356.500000 Penalty: 969.482422
	Iteration 0F: 3 clusters Score -1840356 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1852634.750000 Penalty: 969.482422
	Iteration 1F: 3 clusters Score -1852635 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -1853172.250000 Penalty: 969.482422
	Iteration 2Q: 3 clusters Score -1853172 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -1854098.500000 Penalty: 969.482422
	Iteration 3Q: 3 clusters Score -1854098 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -1855754.125000 Penalty: 969.482422
	Iteration 4F: 3 clusters Score -1855754 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -1858325.375000 Penalty: 969.482422
	Iteration 5F: 3 clusters Score -1858325 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -1861620.250000 Penalty: 969.482422
	Iteration 6F: 3 clusters Score -1861620 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -1864194.875000 Penalty: 969.482422
	Iteration 7F: 3 clusters Score -1864195 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -1865528.625000 Penalty: 969.482422
	Iteration 8Q: 3 clusters Score -1865529 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -1866231.125000 Penalty: 969.482422
	Iteration 9Q: 3 clusters Score -1866231 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -1866641.750000 Penalty: 969.482422
	Iteration 10Q: 3 clusters Score -1866642 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -1866959.875000 Penalty: 969.482422
	Iteration 11Q: 3 clusters Score -1866960 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -1867190.875000 Penalty: 969.482422
	Iteration 12Q: 3 clusters Score -1867191 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -1867375.250000 Penalty: 969.482422
	Iteration 13Q: 3 clusters Score -1867375 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -1867514.125000 Penalty: 969.482422
	Iteration 14Q: 3 clusters Score -1867514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -1867645.500000 Penalty: 969.482422
	Iteration 15Q: 3 clusters Score -1867646 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -1867750.500000 Penalty: 969.482422
	Iteration 16Q: 3 clusters Score -1867750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -1867846.625000 Penalty: 969.482422
	Iteration 17Q: 3 clusters Score -1867847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -1867921.250000 Penalty: 969.482422
	Iteration 18Q: 3 clusters Score -1867921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -1867969.125000 Penalty: 969.482422
	Iteration 19Q: 3 clusters Score -1867969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -1868008.250000 Penalty: 969.482422
	Iteration 20F: 3 clusters Score -1868008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -1868063.625000 Penalty: 969.482422
	Iteration 21Q: 3 clusters Score -1868064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -1868114.000000 Penalty: 969.482422
	Iteration 22Q: 3 clusters Score -1868114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -1868148.500000 Penalty: 969.482422
	Iteration 23Q: 3 clusters Score -1868148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -1868176.250000 Penalty: 969.482422
	Iteration 24Q: 3 clusters Score -1868176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -1868190.625000 Penalty: 969.482422
	Iteration 25Q: 3 clusters Score -1868191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -1868201.625000 Penalty: 969.482422
	Iteration 26Q: 3 clusters Score -1868202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -1868215.875000 Penalty: 969.482422
	Iteration 27Q: 3 clusters Score -1868216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -1868230.375000 Penalty: 969.482422
	Iteration 28Q: 3 clusters Score -1868230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -1868241.375000 Penalty: 969.482422
	Iteration 29Q: 3 clusters Score -1868241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -1868252.875000 Penalty: 969.482422
	Iteration 30Q: 3 clusters Score -1868253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -1868257.375000 Penalty: 969.482422
	Iteration 31Q: 3 clusters Score -1868257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -1868261.875000 Penalty: 969.482422
	Iteration 32Q: 3 clusters Score -1868262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -1868267.250000 Penalty: 969.482422
	Iteration 33Q: 3 clusters Score -1868267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -1868270.250000 Penalty: 969.482422
	Iteration 34Q: 3 clusters Score -1868270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -1868273.625000 Penalty: 969.482422
	Iteration 35Q: 3 clusters Score -1868274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -1868275.375000 Penalty: 969.482422
	Iteration 36Q: 3 clusters Score -1868275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -1868274.625000 Penalty: 969.482422
	Iteration 37Q: 3 clusters Score -1868275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -1868275.750000 Penalty: 969.482422
	Iteration 38Q: 3 clusters Score -1868276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -1868276.375000 Penalty: 969.482422
	Iteration 39Q: 3 clusters Score -1868276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -1868278.000000 Penalty: 969.482422
	Iteration 40F: 3 clusters Score -1868278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -1868276.750000 Penalty: 969.482422
	Iteration 41Q: 3 clusters Score -1868277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -1868276.875000 Penalty: 969.482422
	Iteration 42Q: 3 clusters Score -1868277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -1868277.375000 Penalty: 969.482422
	Iteration 43Q: 3 clusters Score -1868277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -1868277.375000 Penalty: 969.482422
	Iteration 44F: 3 clusters Score -1868277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Entering Unmasked Estep 
Score: -2993414.500000 Penalty: 505.796661
	Iteration 0F: 2 clusters Score -2993414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -2947725.500000 Penalty: 1011.593323
	Iteration 0F: 3 clusters Score -2947726 nChanged 32785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -2968144.000000 Penalty: 1011.593323
	Iteration 1F: 3 clusters Score -2968144 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2969462.250000 Penalty: 1011.593323
	Iteration 2Q: 3 clusters Score -2969462 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2971726.500000 Penalty: 1011.593323
	Iteration 3F: 3 clusters Score -2971726 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2975310.250000 Penalty: 1011.593323
	Iteration 4F: 3 clusters Score -2975310 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2979870.000000 Penalty: 1011.593323
	Iteration 5F: 3 clusters Score -2979870 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2983760.000000 Penalty: 1011.593323
	Iteration 6F: 3 clusters Score -2983760 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2986446.250000 Penalty: 1011.593323
	Iteration 7Q: 3 clusters Score -2986446 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2988129.500000 Penalty: 1011.593323
	Iteration 8Q: 3 clusters Score -2988130 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2989363.250000 Penalty: 1011.593323
	Iteration 9Q: 3 clusters Score -2989363 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2990329.250000 Penalty: 1011.593323
	Iteration 10Q: 3 clusters Score -2990329 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2991104.500000 Penalty: 1011.593323
	Iteration 11Q: 3 clusters Score -2991104 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2991632.500000 Penalty: 1011.593323
	Iteration 12Q: 3 clusters Score -2991632 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2992039.500000 Penalty: 1011.593323
	Iteration 13Q: 3 clusters Score -2992040 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2992363.500000 Penalty: 1011.593323
	Iteration 14Q: 3 clusters Score -2992364 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2992573.000000 Penalty: 1011.593323
	Iteration 15Q: 3 clusters Score -2992573 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2992721.500000 Penalty: 1011.593323
	Iteration 16Q: 3 clusters Score -2992722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2992795.750000 Penalty: 1011.593323
	Iteration 17Q: 3 clusters Score -2992796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2992859.750000 Penalty: 1011.593323
	Iteration 18Q: 3 clusters Score -2992860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2992895.000000 Penalty: 1011.593323
	Iteration 19Q: 3 clusters Score -2992895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2992909.500000 Penalty: 1011.593323
	Iteration 20F: 3 clusters Score -2992910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2992926.250000 Penalty: 1011.593323
	Iteration 21Q: 3 clusters Score -2992926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2992938.250000 Penalty: 1011.593323
	Iteration 22Q: 3 clusters Score -2992938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2992942.500000 Penalty: 1011.593323
	Iteration 23Q: 3 clusters Score -2992942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2992945.750000 Penalty: 1011.593323
	Iteration 24Q: 3 clusters Score -2992946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2992953.500000 Penalty: 1011.593323
	Iteration 25Q: 3 clusters Score -2992954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2992961.250000 Penalty: 1011.593323
	Iteration 26Q: 3 clusters Score -2992961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2992966.000000 Penalty: 1011.593323
	Iteration 27Q: 3 clusters Score -2992966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2992969.500000 Penalty: 1011.593323
	Iteration 28Q: 3 clusters Score -2992970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2992971.250000 Penalty: 1011.593323
	Iteration 29Q: 3 clusters Score -2992971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2992973.250000 Penalty: 1011.593323
	Iteration 30Q: 3 clusters Score -2992973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2992978.750000 Penalty: 1011.593323
	Iteration 31Q: 3 clusters Score -2992979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2992981.750000 Penalty: 1011.593323
	Iteration 32Q: 3 clusters Score -2992982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2992989.750000 Penalty: 1011.593323
	Iteration 33Q: 3 clusters Score -2992990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2992990.500000 Penalty: 1011.593323
	Iteration 34Q: 3 clusters Score -2992990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2992990.500000 Penalty: 1011.593323
	Iteration 35Q: 3 clusters Score -2992990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2992994.250000 Penalty: 1011.593323
	Iteration 36Q: 3 clusters Score -2992994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2992993.750000 Penalty: 1011.593323
	Iteration 37Q: 3 clusters Score -2992994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2992995.000000 Penalty: 1011.593323
	Iteration 38Q: 3 clusters Score -2992995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2992994.500000 Penalty: 1011.593323
	Iteration 39Q: 3 clusters Score -2992994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2992995.750000 Penalty: 1011.593323
	Iteration 40F: 3 clusters Score -2992996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 278313 members 
Mstep: Class 2 contains 25370 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40358 members 
Mstep: Class 5 contains 39599 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 81481 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184543 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 20265 members 
Mstep: Class 15 contains 292378 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42347 members 
Mstep: Class 19 contains 67266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 20 clusters Score -4.695748e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277178 members 
Mstep: Class 2 contains 25346 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40353 members 
Mstep: Class 5 contains 39626 members 
Mstep: Class 6 contains 9377 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 80820 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184547 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 20257 members 
Mstep: Class 15 contains 293524 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42324 members 
Mstep: Class 19 contains 67920 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 20 clusters Score -4.695742e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276295 members 
Mstep: Class 2 contains 25324 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40361 members 
Mstep: Class 5 contains 39657 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 80109 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184443 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20244 members 
Mstep: Class 15 contains 294587 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42301 members 
Mstep: Class 19 contains 68564 members 
Entering Unmasked Estep 
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Iteration 321Q: 20 clusters Score -4.695718e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275534 members 
Mstep: Class 2 contains 25306 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40360 members 
Mstep: Class 5 contains 39693 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 79403 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 184240 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 295613 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42282 members 
Mstep: Class 19 contains 69204 members 
Entering Unmasked Estep 
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Iteration 322Q: 20 clusters Score -4.695699e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274844 members 
Mstep: Class 2 contains 25289 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40366 members 
Mstep: Class 5 contains 39732 members 
Mstep: Class 6 contains 9391 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 78728 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 183917 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 296703 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 69809 members 
Entering Unmasked Estep 
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Iteration 323Q: 20 clusters Score -4.695649e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274422 members 
Mstep: Class 2 contains 25274 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40363 members 
Mstep: Class 5 contains 39772 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 78039 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 183581 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 297591 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42220 members 
Mstep: Class 19 contains 70356 members 
Entering Unmasked Estep 
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Iteration 324Q: 20 clusters Score -4.695599e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274084 members 
Mstep: Class 2 contains 25255 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40361 members 
Mstep: Class 5 contains 39821 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 77366 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 183100 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20212 members 
Mstep: Class 15 contains 298545 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42169 members 
Mstep: Class 19 contains 70907 members 
Entering Unmasked Estep 
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Iteration 325Q: 20 clusters Score -4.695559e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 273906 members 
Mstep: Class 2 contains 25240 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40365 members 
Mstep: Class 5 contains 39868 members 
Mstep: Class 6 contains 9416 members 
Mstep: Class 7 contains 15471 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 76689 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 182535 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20204 members 
Mstep: Class 15 contains 299443 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42116 members 
Mstep: Class 19 contains 71449 members 
Entering Unmasked Estep 
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Iteration 326Q: 20 clusters Score -4.695531e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 273892 members 
Mstep: Class 2 contains 25228 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40351 members 
Mstep: Class 5 contains 39901 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 4658 members 
Mstep: Class 9 contains 76007 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 181880 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20192 members 
Mstep: Class 15 contains 300261 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42060 members 
Mstep: Class 19 contains 72028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 20 clusters Score -4.695494e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 273994 members 
Mstep: Class 2 contains 25220 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40338 members 
Mstep: Class 5 contains 39951 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 15461 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 75317 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 181171 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20177 members 
Mstep: Class 15 contains 301025 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 42019 members 
Mstep: Class 19 contains 72589 members 
Entering Unmasked Estep 
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Iteration 328Q: 20 clusters Score -4.695463e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274156 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40330 members 
Mstep: Class 5 contains 40001 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 74627 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 180355 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20162 members 
Mstep: Class 15 contains 301793 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41973 members 
Mstep: Class 19 contains 73190 members 
Entering Unmasked Estep 
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Iteration 329Q: 20 clusters Score -4.695429e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274414 members 
Mstep: Class 2 contains 25209 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40323 members 
Mstep: Class 5 contains 40054 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 15441 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 73971 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 179489 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20139 members 
Mstep: Class 15 contains 302504 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41933 members 
Mstep: Class 19 contains 73770 members 
Entering Unmasked Estep 
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Iteration 330Q: 20 clusters Score -4.695386e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 274693 members 
Mstep: Class 2 contains 25201 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40320 members 
Mstep: Class 5 contains 40104 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 15434 members 
Mstep: Class 8 contains 4626 members 
Mstep: Class 9 contains 73338 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 178531 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20113 members 
Mstep: Class 15 contains 303242 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41889 members 
Mstep: Class 19 contains 74369 members 
Entering Unmasked Estep 
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Iteration 331Q: 20 clusters Score -4.695348e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275051 members 
Mstep: Class 2 contains 25198 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40322 members 
Mstep: Class 5 contains 40133 members 
Mstep: Class 6 contains 9418 members 
Mstep: Class 7 contains 15421 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 72700 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 177615 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20083 members 
Mstep: Class 15 contains 303921 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41840 members 
Mstep: Class 19 contains 74934 members 
Entering Unmasked Estep 
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Iteration 332Q: 20 clusters Score -4.69535e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 275547 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40332 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 15400 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 71986 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 176677 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20066 members 
Mstep: Class 15 contains 304560 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41793 members 
Mstep: Class 19 contains 75488 members 
Entering Unmasked Estep 
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Iteration 333Q: 20 clusters Score -4.695325e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276138 members 
Mstep: Class 2 contains 25191 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40340 members 
Mstep: Class 5 contains 40211 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 15382 members 
Mstep: Class 8 contains 4588 members 
Mstep: Class 9 contains 71267 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 175717 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20049 members 
Mstep: Class 15 contains 305180 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41736 members 
Mstep: Class 19 contains 76003 members 
Entering Unmasked Estep 
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Iteration 334Q: 20 clusters Score -4.6953e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 276853 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 40257 members 
Mstep: Class 6 contains 9414 members 
Mstep: Class 7 contains 15358 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 70509 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174757 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 20038 members 
Mstep: Class 15 contains 305796 members 
Mstep: Class 16 contains 8756 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41675 members 
Mstep: Class 19 contains 76458 members 
Entering Unmasked Estep 
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Iteration 335Q: 20 clusters Score -4.695288e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 277606 members 
Mstep: Class 2 contains 25174 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40336 members 
Mstep: Class 5 contains 40303 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 15344 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 69740 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 173701 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 20022 members 
Mstep: Class 15 contains 306491 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 41629 members 
Mstep: Class 19 contains 76888 members 
Entering Unmasked Estep 
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Iteration 336Q: 20 clusters Score -4.695272e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 278434 members 
Mstep: Class 2 contains 25164 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 5 contains 40349 members 
Mstep: Class 6 contains 9401 members 
Mstep: Class 7 contains 15327 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 68952 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172562 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 20009 members 
Mstep: Class 15 contains 307191 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41612 members 
Mstep: Class 19 contains 77323 members 
Entering Unmasked Estep 
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Iteration 337Q: 20 clusters Score -4.695241e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 279248 members 
Mstep: Class 2 contains 25161 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40310 members 
Mstep: Class 5 contains 40387 members 
Mstep: Class 6 contains 9416 members 
Mstep: Class 7 contains 15313 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 68163 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 171343 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19993 members 
Mstep: Class 15 contains 307990 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41587 members 
Mstep: Class 19 contains 77737 members 
Entering Unmasked Estep 
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Iteration 338Q: 20 clusters Score -4.695214e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 280105 members 
Mstep: Class 2 contains 25153 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40279 members 
Mstep: Class 5 contains 40434 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 15311 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 67394 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 170077 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 308795 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41554 members 
Mstep: Class 19 contains 78132 members 
Entering Unmasked Estep 
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Iteration 339Q: 20 clusters Score -4.695196e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281082 members 
Mstep: Class 2 contains 25146 members 
Mstep: Class 3 contains 955 members 
Mstep: Class 4 contains 40260 members 
Mstep: Class 5 contains 40487 members 
Mstep: Class 6 contains 9458 members 
Mstep: Class 7 contains 15304 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 66601 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168780 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 19950 members 
Mstep: Class 15 contains 309555 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41524 members 
Mstep: Class 19 contains 78488 members 
Entering Unmasked Estep 
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Iteration 340F: 20 clusters Score -4.695148e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282150 members 
Mstep: Class 2 contains 25141 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40247 members 
Mstep: Class 5 contains 40536 members 
Mstep: Class 6 contains 9480 members 
Mstep: Class 7 contains 15295 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 65792 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 167533 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 19936 members 
Mstep: Class 15 contains 310269 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41478 members 
Mstep: Class 19 contains 78779 members 
Entering Unmasked Estep 
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Iteration 341Q: 20 clusters Score -4.695121e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283323 members 
Mstep: Class 2 contains 25134 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40235 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 15282 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 64994 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 166313 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 19933 members 
Mstep: Class 15 contains 310905 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41415 members 
Mstep: Class 19 contains 79013 members 
Entering Unmasked Estep 
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Iteration 342Q: 20 clusters Score -4.695058e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284550 members 
Mstep: Class 2 contains 25130 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 40651 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15268 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 64284 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 165134 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 19919 members 
Mstep: Class 15 contains 311389 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41355 members 
Mstep: Class 19 contains 79205 members 
Entering Unmasked Estep 
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Iteration 343Q: 20 clusters Score -4.69505e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285920 members 
Mstep: Class 2 contains 25122 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40235 members 
Mstep: Class 5 contains 40714 members 
Mstep: Class 6 contains 9524 members 
Mstep: Class 7 contains 15257 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 63701 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 163978 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 19909 members 
Mstep: Class 15 contains 311672 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41270 members 
Mstep: Class 19 contains 79314 members 
Entering Unmasked Estep 
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Iteration 344Q: 20 clusters Score -4.695053e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 287372 members 
Mstep: Class 2 contains 25118 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40232 members 
Mstep: Class 5 contains 40765 members 
Mstep: Class 6 contains 9529 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 63203 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 162849 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19910 members 
Mstep: Class 15 contains 311814 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41192 members 
Mstep: Class 19 contains 79393 members 
Entering Unmasked Estep 
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Iteration 345Q: 20 clusters Score -4.695058e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 288890 members 
Mstep: Class 2 contains 25115 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40233 members 
Mstep: Class 5 contains 40813 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 15242 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 62808 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 161728 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19908 members 
Mstep: Class 15 contains 311821 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41092 members 
Mstep: Class 19 contains 79437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950788.000000 Penalty: 12038.316406
Iteration 346Q: 20 clusters Score -4.695079e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290518 members 
Mstep: Class 2 contains 25110 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 40228 members 
Mstep: Class 5 contains 40873 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 62451 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 160605 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19904 members 
Mstep: Class 15 contains 311722 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 41000 members 
Mstep: Class 19 contains 79441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951080.000000 Penalty: 12038.316406
Iteration 347Q: 20 clusters Score -4.695108e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292288 members 
Mstep: Class 2 contains 25104 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40240 members 
Mstep: Class 5 contains 40924 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 15234 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 62174 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 159498 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19905 members 
Mstep: Class 15 contains 311407 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 40902 members 
Mstep: Class 19 contains 79424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951252.000000 Penalty: 12038.316406
Iteration 348Q: 20 clusters Score -4.695125e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294138 members 
Mstep: Class 2 contains 25100 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 40237 members 
Mstep: Class 5 contains 40973 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 61982 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 158448 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19904 members 
Mstep: Class 15 contains 310911 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 40815 members 
Mstep: Class 19 contains 79371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951388.000000 Penalty: 12038.316406
Iteration 349Q: 20 clusters Score -4.695139e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 296166 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40235 members 
Mstep: Class 5 contains 41027 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 61859 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 157413 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19894 members 
Mstep: Class 15 contains 310193 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40715 members 
Mstep: Class 19 contains 79301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951820.000000 Penalty: 12038.316406
Iteration 350Q: 20 clusters Score -4.695182e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298349 members 
Mstep: Class 2 contains 25095 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 41079 members 
Mstep: Class 6 contains 9490 members 
Mstep: Class 7 contains 15226 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 61828 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 156485 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 309113 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40623 members 
Mstep: Class 19 contains 79242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952128.000000 Penalty: 12038.316406
Iteration 351Q: 20 clusters Score -4.695213e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300649 members 
Mstep: Class 2 contains 25097 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 6 contains 9476 members 
Mstep: Class 7 contains 15213 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 61871 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 155615 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19852 members 
Mstep: Class 15 contains 307799 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40537 members 
Mstep: Class 19 contains 79200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952672.000000 Penalty: 12038.316406
Iteration 352Q: 20 clusters Score -4.695267e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 302918 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 41173 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 15210 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 62038 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154813 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19827 members 
Mstep: Class 15 contains 306339 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40442 members 
Mstep: Class 19 contains 79147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953088.000000 Penalty: 12038.316406
Iteration 353Q: 20 clusters Score -4.695309e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305077 members 
Mstep: Class 2 contains 25111 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 41214 members 
Mstep: Class 6 contains 9420 members 
Mstep: Class 7 contains 15202 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 62322 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154146 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19795 members 
Mstep: Class 15 contains 304729 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40376 members 
Mstep: Class 19 contains 79085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953512.000000 Penalty: 12038.316406
Iteration 354Q: 20 clusters Score -4.695351e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307180 members 
Mstep: Class 2 contains 25115 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 40199 members 
Mstep: Class 5 contains 41246 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 62670 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153655 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19750 members 
Mstep: Class 15 contains 302963 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40298 members 
Mstep: Class 19 contains 79022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953936.000000 Penalty: 12038.316406
Iteration 355Q: 20 clusters Score -4.695394e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309142 members 
Mstep: Class 2 contains 25120 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40203 members 
Mstep: Class 5 contains 41273 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 63089 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153304 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19721 members 
Mstep: Class 15 contains 301076 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40216 members 
Mstep: Class 19 contains 78971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954224.000000 Penalty: 12038.316406
Iteration 356Q: 20 clusters Score -4.695422e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310869 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40189 members 
Mstep: Class 5 contains 41300 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 63548 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153090 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19696 members 
Mstep: Class 15 contains 299296 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40123 members 
Mstep: Class 19 contains 78914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954816.000000 Penalty: 12038.316406
Iteration 357Q: 20 clusters Score -4.695482e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312296 members 
Mstep: Class 2 contains 25126 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40170 members 
Mstep: Class 5 contains 41326 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 64058 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152968 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 19664 members 
Mstep: Class 15 contains 297676 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 40030 members 
Mstep: Class 19 contains 78865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955232.000000 Penalty: 12038.316406
Iteration 358Q: 20 clusters Score -4.695523e+07 nChanged 2925
Entering ConstructFrom: 
Score: -46955232.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (313529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313529 members 
Entering Unmasked Estep 
Score: -13804834.000000 Penalty: 575.831970
	Iteration 0F: 2 clusters Score -1.380483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -13592586.000000 Penalty: 1151.663940
	Iteration 0F: 3 clusters Score -1.359259e+07 nChanged 154822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -13688098.000000 Penalty: 1151.663940
	Iteration 1F: 3 clusters Score -1.36881e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 136366 members 
Entering Unmasked Estep 
Score: -13692685.000000 Penalty: 1151.663940
	Iteration 2Q: 3 clusters Score -1.369268e+07 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188403 members 
Mstep: Class 2 contains 125126 members 
Entering Unmasked Estep 
Score: -13700923.000000 Penalty: 1151.663940
	Iteration 3F: 3 clusters Score -1.370092e+07 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203551 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -13714725.000000 Penalty: 1151.663940
	Iteration 4F: 3 clusters Score -1.371472e+07 nChanged 22293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220446 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -13733241.000000 Penalty: 1151.663940
	Iteration 5F: 3 clusters Score -1.373324e+07 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235109 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -13750986.000000 Penalty: 1151.663940
	Iteration 6F: 3 clusters Score -1.375099e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245362 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -13761597.000000 Penalty: 1151.663940
	Iteration 7F: 3 clusters Score -1.37616e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253551 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13767056.000000 Penalty: 1151.663940
	Iteration 8Q: 3 clusters Score -1.376706e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261259 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -13771341.000000 Penalty: 1151.663940
	Iteration 9Q: 3 clusters Score -1.377134e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268747 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -13775435.000000 Penalty: 1151.663940
	Iteration 10Q: 3 clusters Score -1.377544e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276055 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -13779494.000000 Penalty: 1151.663940
	Iteration 11Q: 3 clusters Score -1.377949e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282968 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -13783689.000000 Penalty: 1151.663940
	Iteration 12Q: 3 clusters Score -1.378369e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289284 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -13788314.000000 Penalty: 1151.663940
	Iteration 13Q: 3 clusters Score -1.378831e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294895 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -13792207.000000 Penalty: 1151.663940
	Iteration 14Q: 3 clusters Score -1.379221e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299781 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -13795617.000000 Penalty: 1151.663940
	Iteration 15Q: 3 clusters Score -1.379562e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303746 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -13798291.000000 Penalty: 1151.663940
	Iteration 16Q: 3 clusters Score -1.379829e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306764 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -13800235.000000 Penalty: 1151.663940
	Iteration 17Q: 3 clusters Score -1.380024e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308918 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -13801587.000000 Penalty: 1151.663940
	Iteration 18Q: 3 clusters Score -1.380159e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310517 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -13802588.000000 Penalty: 1151.663940
	Iteration 19Q: 3 clusters Score -1.380259e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311676 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13803313.000000 Penalty: 1151.663940
	Iteration 20F: 3 clusters Score -1.380331e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312445 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -13803715.000000 Penalty: 1151.663940
	Iteration 21Q: 3 clusters Score -1.380372e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312913 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13803948.000000 Penalty: 1151.663940
	Iteration 22Q: 3 clusters Score -1.380395e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313161 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13804109.000000 Penalty: 1151.663940
	Iteration 23Q: 3 clusters Score -1.380411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13804196.000000 Penalty: 1151.663940
	Iteration 24Q: 3 clusters Score -1.38042e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313351 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13804281.000000 Penalty: 1151.663940
	Iteration 25Q: 3 clusters Score -1.380428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313386 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13804297.000000 Penalty: 1151.663940
	Iteration 26Q: 3 clusters Score -1.38043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313404 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13804312.000000 Penalty: 1151.663940
	Iteration 27Q: 3 clusters Score -1.380431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313415 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13804315.000000 Penalty: 1151.663940
	Iteration 28Q: 3 clusters Score -1.380432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313421 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13804323.000000 Penalty: 1151.663940
	Iteration 29Q: 3 clusters Score -1.380432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313426 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13804329.000000 Penalty: 1151.663940
	Iteration 30Q: 3 clusters Score -1.380433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313430 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13804335.000000 Penalty: 1151.663940
	Iteration 31Q: 3 clusters Score -1.380434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313432 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13804343.000000 Penalty: 1151.663940
	Iteration 32Q: 3 clusters Score -1.380434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313434 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13804349.000000 Penalty: 1151.663940
	Iteration 33Q: 3 clusters Score -1.380435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313438 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13804347.000000 Penalty: 1151.663940
	Iteration 34Q: 3 clusters Score -1.380435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313442 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13804351.000000 Penalty: 1151.663940
	Iteration 35Q: 3 clusters Score -1.380435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313441 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13804352.000000 Penalty: 1151.663940
	Iteration 36Q: 3 clusters Score -1.380435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313441 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13804352.000000 Penalty: 1151.663940
	Iteration 37F: 3 clusters Score -1.380435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Entering Unmasked Estep 
Score: -1083104.250000 Penalty: 460.988647
	Iteration 0F: 2 clusters Score -1083104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1066202.875000 Penalty: 921.977295
	Iteration 0F: 3 clusters Score -1066203 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1073524.375000 Penalty: 921.977295
	Iteration 1F: 3 clusters Score -1073524 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1074227.125000 Penalty: 921.977295
	Iteration 2F: 3 clusters Score -1074227 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1075398.375000 Penalty: 921.977295
	Iteration 3F: 3 clusters Score -1075398 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1077146.875000 Penalty: 921.977295
	Iteration 4F: 3 clusters Score -1077147 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1079148.875000 Penalty: 921.977295
	Iteration 5F: 3 clusters Score -1079149 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1080746.125000 Penalty: 921.977295
	Iteration 6F: 3 clusters Score -1080746 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1081756.000000 Penalty: 921.977295
	Iteration 7Q: 3 clusters Score -1081756 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1082284.625000 Penalty: 921.977295
	Iteration 8Q: 3 clusters Score -1082285 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1082516.250000 Penalty: 921.977295
	Iteration 9Q: 3 clusters Score -1082516 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1082619.125000 Penalty: 921.977295
	Iteration 10Q: 3 clusters Score -1082619 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1082670.625000 Penalty: 921.977295
	Iteration 11Q: 3 clusters Score -1082671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1082693.500000 Penalty: 921.977295
	Iteration 12Q: 3 clusters Score -1082694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1082715.250000 Penalty: 921.977295
	Iteration 13Q: 3 clusters Score -1082715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1082727.875000 Penalty: 921.977295
	Iteration 14Q: 3 clusters Score -1082728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1082734.750000 Penalty: 921.977295
	Iteration 15Q: 3 clusters Score -1082735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1082740.375000 Penalty: 921.977295
	Iteration 16Q: 3 clusters Score -1082740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1082743.125000 Penalty: 921.977295
	Iteration 17Q: 3 clusters Score -1082743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1082749.750000 Penalty: 921.977295
	Iteration 18Q: 3 clusters Score -1082750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1082754.125000 Penalty: 921.977295
	Iteration 19Q: 3 clusters Score -1082754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1082756.000000 Penalty: 921.977295
	Iteration 20F: 3 clusters Score -1082756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1082759.500000 Penalty: 921.977295
	Iteration 21Q: 3 clusters Score -1082760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1082764.000000 Penalty: 921.977295
	Iteration 22Q: 3 clusters Score -1082764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1082765.625000 Penalty: 921.977295
	Iteration 23Q: 3 clusters Score -1082766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1082766.875000 Penalty: 921.977295
	Iteration 24Q: 3 clusters Score -1082767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1082767.000000 Penalty: 921.977295
	Iteration 25Q: 3 clusters Score -1082767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1082767.125000 Penalty: 921.977295
	Iteration 26Q: 3 clusters Score -1082767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1082767.625000 Penalty: 921.977295
	Iteration 27Q: 3 clusters Score -1082768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1082767.625000 Penalty: 921.977295
	Iteration 28F: 3 clusters Score -1082768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -34441.324219 Penalty: 311.921082
	Iteration 0F: 2 clusters Score -34441.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -33759.371094 Penalty: 623.842163
	Iteration 0F: 3 clusters Score -33759.37 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34084.476562 Penalty: 623.842163
	Iteration 1F: 3 clusters Score -34084.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34179.234375 Penalty: 623.842163
	Iteration 2F: 3 clusters Score -34179.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34280.539062 Penalty: 623.842163
	Iteration 3F: 3 clusters Score -34280.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34347.128906 Penalty: 623.842163
	Iteration 4F: 3 clusters Score -34347.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34386.445312 Penalty: 623.842163
	Iteration 5Q: 3 clusters Score -34386.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -34423.535156 Penalty: 623.842163
	Iteration 6Q: 3 clusters Score -34423.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -34440.785156 Penalty: 623.842163
	Iteration 7Q: 3 clusters Score -34440.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -34442.628906 Penalty: 623.842163
	Iteration 8Q: 3 clusters Score -34442.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -34442.628906 Penalty: 623.842163
	Iteration 9F: 3 clusters Score -34442.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313529 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 15165 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 64613 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153014 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 19638 members 
Mstep: Class 15 contains 296028 members 
Mstep: Class 16 contains 8884 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39922 members 
Mstep: Class 19 contains 78818 members 
Mstep: Class 20 contains 61 members 
Entering Unmasked Estep 
Score: -46955392.000000 Penalty: 12671.912109
Splitting cluster 3 changes total score from -46955232.000000 to -46955392.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (40160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Entering Unmasked Estep 
Score: -1628395.750000 Penalty: 482.328522
	Iteration 0F: 2 clusters Score -1628396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1601645.250000 Penalty: 964.657043
	Iteration 0F: 3 clusters Score -1601645 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1613337.125000 Penalty: 964.657043
	Iteration 1F: 3 clusters Score -1613337 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1614082.750000 Penalty: 964.657043
	Iteration 2Q: 3 clusters Score -1614083 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1615087.000000 Penalty: 964.657043
	Iteration 3F: 3 clusters Score -1615087 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1616304.000000 Penalty: 964.657043
	Iteration 4F: 3 clusters Score -1616304 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1617806.125000 Penalty: 964.657043
	Iteration 5F: 3 clusters Score -1617806 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1619591.125000 Penalty: 964.657043
	Iteration 6F: 3 clusters Score -1619591 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1621533.125000 Penalty: 964.657043
	Iteration 7F: 3 clusters Score -1621533 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1623456.750000 Penalty: 964.657043
	Iteration 8F: 3 clusters Score -1623457 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1625075.375000 Penalty: 964.657043
	Iteration 9Q: 3 clusters Score -1625075 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1626370.375000 Penalty: 964.657043
	Iteration 10Q: 3 clusters Score -1626370 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1627151.125000 Penalty: 964.657043
	Iteration 11Q: 3 clusters Score -1627151 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1627535.375000 Penalty: 964.657043
	Iteration 12Q: 3 clusters Score -1627535 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1627728.000000 Penalty: 964.657043
	Iteration 13Q: 3 clusters Score -1627728 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1627812.750000 Penalty: 964.657043
	Iteration 14Q: 3 clusters Score -1627813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1627924.625000 Penalty: 964.657043
	Iteration 15Q: 3 clusters Score -1627925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1627995.625000 Penalty: 964.657043
	Iteration 16Q: 3 clusters Score -1627996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1628057.875000 Penalty: 964.657043
	Iteration 17Q: 3 clusters Score -1628058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1628109.375000 Penalty: 964.657043
	Iteration 18Q: 3 clusters Score -1628109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1628142.500000 Penalty: 964.657043
	Iteration 19Q: 3 clusters Score -1628142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1628166.625000 Penalty: 964.657043
	Iteration 20F: 3 clusters Score -1628167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1628195.500000 Penalty: 964.657043
	Iteration 21Q: 3 clusters Score -1628196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1628211.250000 Penalty: 964.657043
	Iteration 22Q: 3 clusters Score -1628211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1628226.250000 Penalty: 964.657043
	Iteration 23Q: 3 clusters Score -1628226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1628241.750000 Penalty: 964.657043
	Iteration 24Q: 3 clusters Score -1628242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1628246.625000 Penalty: 964.657043
	Iteration 25Q: 3 clusters Score -1628247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1628248.250000 Penalty: 964.657043
	Iteration 26Q: 3 clusters Score -1628248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1628252.125000 Penalty: 964.657043
	Iteration 27Q: 3 clusters Score -1628252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1628251.875000 Penalty: 964.657043
	Iteration 28Q: 3 clusters Score -1628252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1628252.500000 Penalty: 964.657043
	Iteration 29Q: 3 clusters Score -1628252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1628254.125000 Penalty: 964.657043
	Iteration 30Q: 3 clusters Score -1628254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1628255.000000 Penalty: 964.657043
	Iteration 31Q: 3 clusters Score -1628255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1628255.625000 Penalty: 964.657043
	Iteration 32Q: 3 clusters Score -1628256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1628255.500000 Penalty: 964.657043
	Iteration 33Q: 3 clusters Score -1628256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1628254.500000 Penalty: 964.657043
	Iteration 34Q: 3 clusters Score -1628254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1628254.875000 Penalty: 964.657043
	Iteration 35Q: 3 clusters Score -1628255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1628255.750000 Penalty: 964.657043
	Iteration 36Q: 3 clusters Score -1628256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1628255.750000 Penalty: 964.657043
	Iteration 37F: 3 clusters Score -1628256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Entering Unmasked Estep 
Score: -1820697.125000 Penalty: 483.661591
	Iteration 0F: 2 clusters Score -1820697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1793008.750000 Penalty: 967.323181
	Iteration 0F: 3 clusters Score -1793009 nChanged 19930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1805295.000000 Penalty: 967.323181
	Iteration 1F: 3 clusters Score -1805295 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1806364.750000 Penalty: 967.323181
	Iteration 2F: 3 clusters Score -1806365 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1808077.375000 Penalty: 967.323181
	Iteration 3F: 3 clusters Score -1808077 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1810843.875000 Penalty: 967.323181
	Iteration 4F: 3 clusters Score -1810844 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1814677.625000 Penalty: 967.323181
	Iteration 5F: 3 clusters Score -1814678 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1818107.625000 Penalty: 967.323181
	Iteration 6F: 3 clusters Score -1818108 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1819676.125000 Penalty: 967.323181
	Iteration 7Q: 3 clusters Score -1819676 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1820108.625000 Penalty: 967.323181
	Iteration 8Q: 3 clusters Score -1820109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1820205.250000 Penalty: 967.323181
	Iteration 9Q: 3 clusters Score -1820205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1820237.125000 Penalty: 967.323181
	Iteration 10Q: 3 clusters Score -1820237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1820253.500000 Penalty: 967.323181
	Iteration 11Q: 3 clusters Score -1820254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1820259.500000 Penalty: 967.323181
	Iteration 12Q: 3 clusters Score -1820260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1820259.500000 Penalty: 967.323181
	Iteration 13F: 3 clusters Score -1820260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -402372.593750 Penalty: 415.636230
	Iteration 0F: 2 clusters Score -402372.6 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 4727 members 
Entering Unmasked Estep 
Score: -396246.875000 Penalty: 831.272461
	Iteration 0F: 3 clusters Score -396246.9 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -398774.000000 Penalty: 831.272461
	Iteration 1F: 3 clusters Score -398774 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -399182.062500 Penalty: 831.272461
	Iteration 2F: 3 clusters Score -399182.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -399708.843750 Penalty: 831.272461
	Iteration 3F: 3 clusters Score -399708.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -400348.468750 Penalty: 831.272461
	Iteration 4F: 3 clusters Score -400348.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -400986.281250 Penalty: 831.272461
	Iteration 5F: 3 clusters Score -400986.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -401413.375000 Penalty: 831.272461
	Iteration 6Q: 3 clusters Score -401413.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -401680.593750 Penalty: 831.272461
	Iteration 7Q: 3 clusters Score -401680.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -401850.500000 Penalty: 831.272461
	Iteration 8Q: 3 clusters Score -401850.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -401931.156250 Penalty: 831.272461
	Iteration 9Q: 3 clusters Score -401931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -401963.187500 Penalty: 831.272461
	Iteration 10Q: 3 clusters Score -401963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -401983.187500 Penalty: 831.272461
	Iteration 11Q: 3 clusters Score -401983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -401996.718750 Penalty: 831.272461
	Iteration 12Q: 3 clusters Score -401996.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -402001.843750 Penalty: 831.272461
	Iteration 13Q: 3 clusters Score -402001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -402006.625000 Penalty: 831.272461
	Iteration 14Q: 3 clusters Score -402006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -402008.187500 Penalty: 831.272461
	Iteration 15Q: 3 clusters Score -402008.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -402008.187500 Penalty: 831.272461
	Iteration 16F: 3 clusters Score -402008.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -658381.375000 Penalty: 438.016907
	Iteration 0F: 2 clusters Score -658381.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -648260.875000 Penalty: 876.033813
	Iteration 0F: 3 clusters Score -648260.9 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -652977.000000 Penalty: 876.033813
	Iteration 1F: 3 clusters Score -652977 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -653629.125000 Penalty: 876.033813
	Iteration 2F: 3 clusters Score -653629.1 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -654635.000000 Penalty: 876.033813
	Iteration 3F: 3 clusters Score -654635 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -655875.687500 Penalty: 876.033813
	Iteration 4F: 3 clusters Score -655875.7 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -657006.312500 Penalty: 876.033813
	Iteration 5F: 3 clusters Score -657006.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -657622.750000 Penalty: 876.033813
	Iteration 6Q: 3 clusters Score -657622.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -657851.625000 Penalty: 876.033813
	Iteration 7Q: 3 clusters Score -657851.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -657932.187500 Penalty: 876.033813
	Iteration 8Q: 3 clusters Score -657932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -657961.250000 Penalty: 876.033813
	Iteration 9Q: 3 clusters Score -657961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -657972.812500 Penalty: 876.033813
	Iteration 10Q: 3 clusters Score -657972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -657972.812500 Penalty: 876.033813
	Iteration 11F: 3 clusters Score -657972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -184170.578125 Penalty: 381.498199
	Iteration 0F: 2 clusters Score -184170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -181157.531250 Penalty: 762.996399
	Iteration 0F: 3 clusters Score -181157.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -182257.125000 Penalty: 762.996399
	Iteration 1F: 3 clusters Score -182257.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -182383.781250 Penalty: 762.996399
	Iteration 2F: 3 clusters Score -182383.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -182542.500000 Penalty: 762.996399
	Iteration 3F: 3 clusters Score -182542.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -182725.062500 Penalty: 762.996399
	Iteration 4F: 3 clusters Score -182725.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -182995.765625 Penalty: 762.996399
	Iteration 5F: 3 clusters Score -182995.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -183314.234375 Penalty: 762.996399
	Iteration 6F: 3 clusters Score -183314.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -183583.812500 Penalty: 762.996399
	Iteration 7F: 3 clusters Score -183583.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -183794.203125 Penalty: 762.996399
	Iteration 8Q: 3 clusters Score -183794.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -183896.671875 Penalty: 762.996399
	Iteration 9Q: 3 clusters Score -183896.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -183936.218750 Penalty: 762.996399
	Iteration 10Q: 3 clusters Score -183936.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -183960.640625 Penalty: 762.996399
	Iteration 11Q: 3 clusters Score -183960.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -183967.968750 Penalty: 762.996399
	Iteration 12Q: 3 clusters Score -183968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -183974.578125 Penalty: 762.996399
	Iteration 13Q: 3 clusters Score -183974.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -183980.734375 Penalty: 762.996399
	Iteration 14Q: 3 clusters Score -183980.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -183987.734375 Penalty: 762.996399
	Iteration 15Q: 3 clusters Score -183987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -183993.593750 Penalty: 762.996399
	Iteration 16Q: 3 clusters Score -183993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -183998.031250 Penalty: 762.996399
	Iteration 17Q: 3 clusters Score -183998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -184001.031250 Penalty: 762.996399
	Iteration 18Q: 3 clusters Score -184001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -184003.359375 Penalty: 762.996399
	Iteration 19Q: 3 clusters Score -184003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -184004.687500 Penalty: 762.996399
	Iteration 20F: 3 clusters Score -184004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -184005.421875 Penalty: 762.996399
	Iteration 21Q: 3 clusters Score -184005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -184005.953125 Penalty: 762.996399
	Iteration 22Q: 3 clusters Score -184006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -184005.921875 Penalty: 762.996399
	Iteration 23Q: 3 clusters Score -184005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -184006.125000 Penalty: 762.996399
	Iteration 24Q: 3 clusters Score -184006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -184006.546875 Penalty: 762.996399
	Iteration 25Q: 3 clusters Score -184006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -184006.234375 Penalty: 762.996399
	Iteration 26Q: 3 clusters Score -184006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -184006.937500 Penalty: 762.996399
	Iteration 27Q: 3 clusters Score -184006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -184006.828125 Penalty: 762.996399
	Iteration 28Q: 3 clusters Score -184006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -184006.828125 Penalty: 762.996399
	Iteration 29F: 3 clusters Score -184006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Entering Unmasked Estep 
Score: -2872768.000000 Penalty: 503.965790
	Iteration 0F: 2 clusters Score -2872768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -2829426.250000 Penalty: 1007.931580
	Iteration 0F: 3 clusters Score -2829426 nChanged 31252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -2848900.000000 Penalty: 1007.931580
	Iteration 1F: 3 clusters Score -2848900 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -2850783.500000 Penalty: 1007.931580
	Iteration 2F: 3 clusters Score -2850784 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -2854304.500000 Penalty: 1007.931580
	Iteration 3F: 3 clusters Score -2854304 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -2859915.500000 Penalty: 1007.931580
	Iteration 4F: 3 clusters Score -2859916 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -2865934.750000 Penalty: 1007.931580
	Iteration 5F: 3 clusters Score -2865935 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -2869924.250000 Penalty: 1007.931580
	Iteration 6F: 3 clusters Score -2869924 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -2871609.750000 Penalty: 1007.931580
	Iteration 7Q: 3 clusters Score -2871610 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -2872100.000000 Penalty: 1007.931580
	Iteration 8Q: 3 clusters Score -2872100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -2872249.500000 Penalty: 1007.931580
	Iteration 9Q: 3 clusters Score -2872250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -2872308.750000 Penalty: 1007.931580
	Iteration 10Q: 3 clusters Score -2872309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -2872316.250000 Penalty: 1007.931580
	Iteration 11Q: 3 clusters Score -2872316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -2872320.500000 Penalty: 1007.931580
	Iteration 12Q: 3 clusters Score -2872320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -2872320.500000 Penalty: 1007.931580
	Iteration 13F: 3 clusters Score -2872320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -87518.132812 Penalty: 347.559937
	Iteration 0F: 2 clusters Score -87518.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -86000.546875 Penalty: 695.119873
	Iteration 0F: 3 clusters Score -86000.55 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -86493.593750 Penalty: 695.119873
	Iteration 1F: 3 clusters Score -86493.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -86595.914062 Penalty: 695.119873
	Iteration 2F: 3 clusters Score -86595.91 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -86740.203125 Penalty: 695.119873
	Iteration 3F: 3 clusters Score -86740.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -86931.687500 Penalty: 695.119873
	Iteration 4F: 3 clusters Score -86931.69 nChanged 164
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: -87112.570312 Penalty: 695.119873
	Iteration 5F: 3 clusters Score -87112.57 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -87264.539062 Penalty: 695.119873
	Iteration 6F: 3 clusters Score -87264.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -87354.679688 Penalty: 695.119873
	Iteration 7Q: 3 clusters Score -87354.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -87396.734375 Penalty: 695.119873
	Iteration 8Q: 3 clusters Score -87396.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -87407.453125 Penalty: 695.119873
	Iteration 9Q: 3 clusters Score -87407.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -87413.234375 Penalty: 695.119873
	Iteration 10Q: 3 clusters Score -87413.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -87416.234375 Penalty: 695.119873
	Iteration 11Q: 3 clusters Score -87416.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -87418.492188 Penalty: 695.119873
	Iteration 12Q: 3 clusters Score -87418.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -87419.250000 Penalty: 695.119873
	Iteration 13Q: 3 clusters Score -87419.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -87419.859375 Penalty: 695.119873
	Iteration 14Q: 3 clusters Score -87419.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -87419.859375 Penalty: 695.119873
	Iteration 15F: 3 clusters Score -87419.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4106.504395 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4106.504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3885.172852 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -3885.173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4005.201416 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4005.201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4038.530762 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4038.531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4049.424805 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4049.425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4055.162109 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4055.162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4057.536865 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4057.537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4057.536865 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4057.537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Entering Unmasked Estep 
Score: -6829228.500000 Penalty: 543.191956
	Iteration 0F: 2 clusters Score -6829228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -6725190.500000 Penalty: 1086.383911
	Iteration 0F: 3 clusters Score -6725190 nChanged 75272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -6771133.500000 Penalty: 1086.383911
	Iteration 1F: 3 clusters Score -6771134 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -6773791.000000 Penalty: 1086.383911
	Iteration 2Q: 3 clusters Score -6773791 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -6778943.500000 Penalty: 1086.383911
	Iteration 3F: 3 clusters Score -6778944 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -6788533.000000 Penalty: 1086.383911
	Iteration 4F: 3 clusters Score -6788533 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129304 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6803557.000000 Penalty: 1086.383911
	Iteration 5F: 3 clusters Score -6803557 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -6818129.500000 Penalty: 1086.383911
	Iteration 6F: 3 clusters Score -6818130 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6825897.500000 Penalty: 1086.383911
	Iteration 7Q: 3 clusters Score -6825898 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6828147.000000 Penalty: 1086.383911
	Iteration 8Q: 3 clusters Score -6828147 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6828597.500000 Penalty: 1086.383911
	Iteration 9Q: 3 clusters Score -6828598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152965 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6828674.000000 Penalty: 1086.383911
	Iteration 10Q: 3 clusters Score -6828674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152981 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6828706.000000 Penalty: 1086.383911
	Iteration 11Q: 3 clusters Score -6828706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6828713.500000 Penalty: 1086.383911
	Iteration 12Q: 3 clusters Score -6828714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6828712.500000 Penalty: 1086.383911
	Iteration 13Q: 3 clusters Score -6828712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6828712.500000 Penalty: 1086.383911
	Iteration 14F: 3 clusters Score -6828712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -114176.976562 Penalty: 358.559387
	Iteration 0F: 2 clusters Score -114177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -112312.320312 Penalty: 717.118774
	Iteration 0F: 3 clusters Score -112312.3 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -113052.757812 Penalty: 717.118774
	Iteration 1F: 3 clusters Score -113052.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -113180.859375 Penalty: 717.118774
	Iteration 2F: 3 clusters Score -113180.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -113296.039062 Penalty: 717.118774
	Iteration 3F: 3 clusters Score -113296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -113381.617188 Penalty: 717.118774
	Iteration 4F: 3 clusters Score -113381.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -113472.203125 Penalty: 717.118774
	Iteration 5Q: 3 clusters Score -113472.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -113533.617188 Penalty: 717.118774
	Iteration 6Q: 3 clusters Score -113533.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -113567.898438 Penalty: 717.118774
	Iteration 7Q: 3 clusters Score -113567.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -113587.484375 Penalty: 717.118774
	Iteration 8Q: 3 clusters Score -113587.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -113609.101562 Penalty: 717.118774
	Iteration 9Q: 3 clusters Score -113609.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113629.484375 Penalty: 717.118774
	Iteration 10Q: 3 clusters Score -113629.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -113641.875000 Penalty: 717.118774
	Iteration 11Q: 3 clusters Score -113641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -113653.984375 Penalty: 717.118774
	Iteration 12Q: 3 clusters Score -113654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113666.140625 Penalty: 717.118774
	Iteration 13Q: 3 clusters Score -113666.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -113677.164062 Penalty: 717.118774
	Iteration 14Q: 3 clusters Score -113677.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113689.179688 Penalty: 717.118774
	Iteration 15Q: 3 clusters Score -113689.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -113698.828125 Penalty: 717.118774
	Iteration 16Q: 3 clusters Score -113698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113705.992188 Penalty: 717.118774
	Iteration 17Q: 3 clusters Score -113706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113712.023438 Penalty: 717.118774
	Iteration 18Q: 3 clusters Score -113712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113716.562500 Penalty: 717.118774
	Iteration 19Q: 3 clusters Score -113716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -113721.171875 Penalty: 717.118774
	Iteration 20F: 3 clusters Score -113721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -113723.070312 Penalty: 717.118774
	Iteration 21Q: 3 clusters Score -113723.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113725.085938 Penalty: 717.118774
	Iteration 22Q: 3 clusters Score -113725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113727.218750 Penalty: 717.118774
	Iteration 23Q: 3 clusters Score -113727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113729.195312 Penalty: 717.118774
	Iteration 24Q: 3 clusters Score -113729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113732.335938 Penalty: 717.118774
	Iteration 25Q: 3 clusters Score -113732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113735.648438 Penalty: 717.118774
	Iteration 26Q: 3 clusters Score -113735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113737.656250 Penalty: 717.118774
	Iteration 27Q: 3 clusters Score -113737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113740.203125 Penalty: 717.118774
	Iteration 28Q: 3 clusters Score -113740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113741.226562 Penalty: 717.118774
	Iteration 29Q: 3 clusters Score -113741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113743.765625 Penalty: 717.118774
	Iteration 30Q: 3 clusters Score -113743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113746.437500 Penalty: 717.118774
	Iteration 31Q: 3 clusters Score -113746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113747.929688 Penalty: 717.118774
	Iteration 32Q: 3 clusters Score -113747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113748.585938 Penalty: 717.118774
	Iteration 33Q: 3 clusters Score -113748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113749.132812 Penalty: 717.118774
	Iteration 34Q: 3 clusters Score -113749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113749.796875 Penalty: 717.118774
	Iteration 35Q: 3 clusters Score -113749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113750.687500 Penalty: 717.118774
	Iteration 36Q: 3 clusters Score -113750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113751.390625 Penalty: 717.118774
	Iteration 37Q: 3 clusters Score -113751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113751.945312 Penalty: 717.118774
	Iteration 38Q: 3 clusters Score -113751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113752.625000 Penalty: 717.118774
	Iteration 39Q: 3 clusters Score -113752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113754.554688 Penalty: 717.118774
	Iteration 40F: 3 clusters Score -113754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113757.968750 Penalty: 717.118774
	Iteration 41Q: 3 clusters Score -113758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113760.765625 Penalty: 717.118774
	Iteration 42Q: 3 clusters Score -113760.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -113767.414062 Penalty: 717.118774
	Iteration 43Q: 3 clusters Score -113767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113773.460938 Penalty: 717.118774
	Iteration 44Q: 3 clusters Score -113773.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113776.367188 Penalty: 717.118774
	Iteration 45Q: 3 clusters Score -113776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113779.062500 Penalty: 717.118774
	Iteration 46Q: 3 clusters Score -113779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113781.671875 Penalty: 717.118774
	Iteration 47Q: 3 clusters Score -113781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113783.265625 Penalty: 717.118774
	Iteration 48Q: 3 clusters Score -113783.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113787.921875 Penalty: 717.118774
	Iteration 49Q: 3 clusters Score -113787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113792.390625 Penalty: 717.118774
	Iteration 50Q: 3 clusters Score -113792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -113796.023438 Penalty: 717.118774
	Iteration 51Q: 3 clusters Score -113796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113799.054688 Penalty: 717.118774
	Iteration 52Q: 3 clusters Score -113799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -113800.921875 Penalty: 717.118774
	Iteration 53Q: 3 clusters Score -113800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113802.742188 Penalty: 717.118774
	Iteration 54Q: 3 clusters Score -113802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -113805.812500 Penalty: 717.118774
	Iteration 55Q: 3 clusters Score -113805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -113808.007812 Penalty: 717.118774
	Iteration 56Q: 3 clusters Score -113808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -113810.335938 Penalty: 717.118774
	Iteration 57Q: 3 clusters Score -113810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -113811.320312 Penalty: 717.118774
	Iteration 58Q: 3 clusters Score -113811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113812.171875 Penalty: 717.118774
	Iteration 59Q: 3 clusters Score -113812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -113812.921875 Penalty: 717.118774
	Iteration 60F: 3 clusters Score -113812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -113814.312500 Penalty: 717.118774
	Iteration 61Q: 3 clusters Score -113814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113816.718750 Penalty: 717.118774
	Iteration 62Q: 3 clusters Score -113816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113820.523438 Penalty: 717.118774
	Iteration 63Q: 3 clusters Score -113820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -113821.078125 Penalty: 717.118774
	Iteration 64Q: 3 clusters Score -113821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -113821.078125 Penalty: 717.118774
	Iteration 65F: 3 clusters Score -113821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -859897.812500 Penalty: 449.777588
	Iteration 0F: 2 clusters Score -859897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -846749.437500 Penalty: 899.555176
	Iteration 0F: 3 clusters Score -846749.4 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -852127.937500 Penalty: 899.555176
	Iteration 1F: 3 clusters Score -852127.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -852492.812500 Penalty: 899.555176
	Iteration 2Q: 3 clusters Score -852492.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -852991.312500 Penalty: 899.555176
	Iteration 3F: 3 clusters Score -852991.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -853738.125000 Penalty: 899.555176
	Iteration 4F: 3 clusters Score -853738.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -854796.375000 Penalty: 899.555176
	Iteration 5F: 3 clusters Score -854796.4 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -856111.437500 Penalty: 899.555176
	Iteration 6F: 3 clusters Score -856111.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -857287.500000 Penalty: 899.555176
	Iteration 7F: 3 clusters Score -857287.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -858024.125000 Penalty: 899.555176
	Iteration 8Q: 3 clusters Score -858024.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -858445.250000 Penalty: 899.555176
	Iteration 9Q: 3 clusters Score -858445.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -858723.625000 Penalty: 899.555176
	Iteration 10Q: 3 clusters Score -858723.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -858954.062500 Penalty: 899.555176
	Iteration 11Q: 3 clusters Score -858954.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -859138.437500 Penalty: 899.555176
	Iteration 12Q: 3 clusters Score -859138.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -859267.375000 Penalty: 899.555176
	Iteration 13Q: 3 clusters Score -859267.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -859379.187500 Penalty: 899.555176
	Iteration 14Q: 3 clusters Score -859379.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -859431.000000 Penalty: 899.555176
	Iteration 15Q: 3 clusters Score -859431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -859463.375000 Penalty: 899.555176
	Iteration 16Q: 3 clusters Score -859463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -859481.812500 Penalty: 899.555176
	Iteration 17Q: 3 clusters Score -859481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -859494.812500 Penalty: 899.555176
	Iteration 18Q: 3 clusters Score -859494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -859501.562500 Penalty: 899.555176
	Iteration 19Q: 3 clusters Score -859501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -859504.187500 Penalty: 899.555176
	Iteration 20F: 3 clusters Score -859504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -859508.500000 Penalty: 899.555176
	Iteration 21Q: 3 clusters Score -859508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -859511.250000 Penalty: 899.555176
	Iteration 22Q: 3 clusters Score -859511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -859511.437500 Penalty: 899.555176
	Iteration 23Q: 3 clusters Score -859511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -859511.750000 Penalty: 899.555176
	Iteration 24Q: 3 clusters Score -859511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -859511.750000 Penalty: 899.555176
	Iteration 25F: 3 clusters Score -859511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (296028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296028 members 
Entering Unmasked Estep 
Score: -13207942.000000 Penalty: 573.218506
	Iteration 0F: 2 clusters Score -1.320794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -13008871.000000 Penalty: 1146.437012
	Iteration 0F: 3 clusters Score -1.300887e+07 nChanged 145961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -13096912.000000 Penalty: 1146.437012
	Iteration 1F: 3 clusters Score -1.309691e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -13100424.000000 Penalty: 1146.437012
	Iteration 2Q: 3 clusters Score -1.310042e+07 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -13106633.000000 Penalty: 1146.437012
	Iteration 3F: 3 clusters Score -1.310663e+07 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197507 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -13117058.000000 Penalty: 1146.437012
	Iteration 4F: 3 clusters Score -1.311706e+07 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220284 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -13133939.000000 Penalty: 1146.437012
	Iteration 5F: 3 clusters Score -1.313394e+07 nChanged 26379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246427 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -13157947.000000 Penalty: 1146.437012
	Iteration 6F: 3 clusters Score -1.315795e+07 nChanged 24169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270546 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -13183013.000000 Penalty: 1146.437012
	Iteration 7F: 3 clusters Score -1.318301e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286508 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -13199620.000000 Penalty: 1146.437012
	Iteration 8F: 3 clusters Score -1.319962e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293305 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13205562.000000 Penalty: 1146.437012
	Iteration 9Q: 3 clusters Score -1.320556e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295282 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13207009.000000 Penalty: 1146.437012
	Iteration 10Q: 3 clusters Score -1.320701e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295742 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13207317.000000 Penalty: 1146.437012
	Iteration 11Q: 3 clusters Score -1.320732e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295856 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13207420.000000 Penalty: 1146.437012
	Iteration 12Q: 3 clusters Score -1.320742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295898 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13207486.000000 Penalty: 1146.437012
	Iteration 13Q: 3 clusters Score -1.320749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295892 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13207525.000000 Penalty: 1146.437012
	Iteration 14Q: 3 clusters Score -1.320752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295884 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13207551.000000 Penalty: 1146.437012
	Iteration 15Q: 3 clusters Score -1.320755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295874 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13207562.000000 Penalty: 1146.437012
	Iteration 16Q: 3 clusters Score -1.320756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295864 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13207564.000000 Penalty: 1146.437012
	Iteration 17Q: 3 clusters Score -1.320756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295860 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13207582.000000 Penalty: 1146.437012
	Iteration 18Q: 3 clusters Score -1.320758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295858 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13207589.000000 Penalty: 1146.437012
	Iteration 19Q: 3 clusters Score -1.320759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295855 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13207594.000000 Penalty: 1146.437012
	Iteration 20F: 3 clusters Score -1.320759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207598.000000 Penalty: 1146.437012
	Iteration 21Q: 3 clusters Score -1.32076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207596.000000 Penalty: 1146.437012
	Iteration 22Q: 3 clusters Score -1.32076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207589.000000 Penalty: 1146.437012
	Iteration 23Q: 3 clusters Score -1.320759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207598.000000 Penalty: 1146.437012
	Iteration 24Q: 3 clusters Score -1.32076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207600.000000 Penalty: 1146.437012
	Iteration 25Q: 3 clusters Score -1.32076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207600.000000 Penalty: 1146.437012
	Iteration 26F: 3 clusters Score -1.32076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Entering Unmasked Estep 
Score: -384203.250000 Penalty: 413.686340
	Iteration 0F: 2 clusters Score -384203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -378209.187500 Penalty: 827.372681
	Iteration 0F: 3 clusters Score -378209.2 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -380440.750000 Penalty: 827.372681
	Iteration 1F: 3 clusters Score -380440.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -380554.312500 Penalty: 827.372681
	Iteration 2Q: 3 clusters Score -380554.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -380672.593750 Penalty: 827.372681
	Iteration 3Q: 3 clusters Score -380672.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -380815.250000 Penalty: 827.372681
	Iteration 4Q: 3 clusters Score -380815.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -380983.812500 Penalty: 827.372681
	Iteration 5Q: 3 clusters Score -380983.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -381211.031250 Penalty: 827.372681
	Iteration 6Q: 3 clusters Score -381211 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -381598.843750 Penalty: 827.372681
	Iteration 7F: 3 clusters Score -381598.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -382065.375000 Penalty: 827.372681
	Iteration 8F: 3 clusters Score -382065.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -382403.593750 Penalty: 827.372681
	Iteration 9F: 3 clusters Score -382403.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -382596.312500 Penalty: 827.372681
	Iteration 10Q: 3 clusters Score -382596.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -382734.218750 Penalty: 827.372681
	Iteration 11Q: 3 clusters Score -382734.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -382875.656250 Penalty: 827.372681
	Iteration 12Q: 3 clusters Score -382875.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -383024.093750 Penalty: 827.372681
	Iteration 13Q: 3 clusters Score -383024.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -383195.343750 Penalty: 827.372681
	Iteration 14Q: 3 clusters Score -383195.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -383414.812500 Penalty: 827.372681
	Iteration 15Q: 3 clusters Score -383414.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -383632.187500 Penalty: 827.372681
	Iteration 16Q: 3 clusters Score -383632.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -383781.750000 Penalty: 827.372681
	Iteration 17Q: 3 clusters Score -383781.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -383872.406250 Penalty: 827.372681
	Iteration 18Q: 3 clusters Score -383872.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -383933.968750 Penalty: 827.372681
	Iteration 19Q: 3 clusters Score -383934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -383972.812500 Penalty: 827.372681
	Iteration 20F: 3 clusters Score -383972.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -383997.343750 Penalty: 827.372681
	Iteration 21Q: 3 clusters Score -383997.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -384008.843750 Penalty: 827.372681
	Iteration 22Q: 3 clusters Score -384008.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -384022.593750 Penalty: 827.372681
	Iteration 23Q: 3 clusters Score -384022.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -384029.187500 Penalty: 827.372681
	Iteration 24Q: 3 clusters Score -384029.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -384035.468750 Penalty: 827.372681
	Iteration 25Q: 3 clusters Score -384035.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -384038.031250 Penalty: 827.372681
	Iteration 26Q: 3 clusters Score -384038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -384040.812500 Penalty: 827.372681
	Iteration 27Q: 3 clusters Score -384040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -384043.687500 Penalty: 827.372681
	Iteration 28Q: 3 clusters Score -384043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -384046.031250 Penalty: 827.372681
	Iteration 29Q: 3 clusters Score -384046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -384047.281250 Penalty: 827.372681
	Iteration 30Q: 3 clusters Score -384047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -384047.375000 Penalty: 827.372681
	Iteration 31Q: 3 clusters Score -384047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -384047.375000 Penalty: 827.372681
	Iteration 32Q: 3 clusters Score -384047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -384048.125000 Penalty: 827.372681
	Iteration 33Q: 3 clusters Score -384048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -384048.031250 Penalty: 827.372681
	Iteration 34Q: 3 clusters Score -384048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -384048.031250 Penalty: 827.372681
	Iteration 35F: 3 clusters Score -384048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5775.439453 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5775.439 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 85 members 
Entering Unmasked Estep 
Score: -5518.427734 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5518.428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5582.727051 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5582.727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5601.809570 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5601.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5622.793457 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -5622.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5632.041992 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5632.042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5641.702637 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5641.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5641.997070 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -5641.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5641.997070 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -5641.997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Entering Unmasked Estep 
Score: -1763210.375000 Penalty: 482.058075
	Iteration 0F: 2 clusters Score -1763210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1736437.750000 Penalty: 964.116150
	Iteration 0F: 3 clusters Score -1736438 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1748598.875000 Penalty: 964.116150
	Iteration 1F: 3 clusters Score -1748599 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1750095.500000 Penalty: 964.116150
	Iteration 2F: 3 clusters Score -1750096 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1752640.875000 Penalty: 964.116150
	Iteration 3F: 3 clusters Score -1752641 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1756145.125000 Penalty: 964.116150
	Iteration 4F: 3 clusters Score -1756145 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1759580.000000 Penalty: 964.116150
	Iteration 5F: 3 clusters Score -1759580 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1761683.750000 Penalty: 964.116150
	Iteration 6F: 3 clusters Score -1761684 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1762464.000000 Penalty: 964.116150
	Iteration 7Q: 3 clusters Score -1762464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1762697.875000 Penalty: 964.116150
	Iteration 8Q: 3 clusters Score -1762698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1762763.125000 Penalty: 964.116150
	Iteration 9Q: 3 clusters Score -1762763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1762773.125000 Penalty: 964.116150
	Iteration 10Q: 3 clusters Score -1762773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1762776.250000 Penalty: 964.116150
	Iteration 11Q: 3 clusters Score -1762776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1762777.875000 Penalty: 964.116150
	Iteration 12Q: 3 clusters Score -1762778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1762777.875000 Penalty: 964.116150
	Iteration 13F: 3 clusters Score -1762778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Entering Unmasked Estep 
Score: -3500766.500000 Penalty: 513.007812
	Iteration 0F: 2 clusters Score -3500766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -3447693.750000 Penalty: 1026.015625
	Iteration 0F: 3 clusters Score -3447694 nChanged 38470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -3470817.250000 Penalty: 1026.015625
	Iteration 1F: 3 clusters Score -3470817 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -3472010.250000 Penalty: 1026.015625
	Iteration 2Q: 3 clusters Score -3472010 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -3474018.500000 Penalty: 1026.015625
	Iteration 3Q: 3 clusters Score -3474018 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -3477384.000000 Penalty: 1026.015625
	Iteration 4F: 3 clusters Score -3477384 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -3482056.250000 Penalty: 1026.015625
	Iteration 5F: 3 clusters Score -3482056 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -3486842.000000 Penalty: 1026.015625
	Iteration 6F: 3 clusters Score -3486842 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -3490125.000000 Penalty: 1026.015625
	Iteration 7F: 3 clusters Score -3490125 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -3491985.750000 Penalty: 1026.015625
	Iteration 8Q: 3 clusters Score -3491986 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -3493255.000000 Penalty: 1026.015625
	Iteration 9Q: 3 clusters Score -3493255 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -3494341.500000 Penalty: 1026.015625
	Iteration 10Q: 3 clusters Score -3494342 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -3495299.500000 Penalty: 1026.015625
	Iteration 11Q: 3 clusters Score -3495300 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -3496250.750000 Penalty: 1026.015625
	Iteration 12Q: 3 clusters Score -3496251 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -3497108.000000 Penalty: 1026.015625
	Iteration 13Q: 3 clusters Score -3497108 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -3497879.750000 Penalty: 1026.015625
	Iteration 14Q: 3 clusters Score -3497880 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -3498487.750000 Penalty: 1026.015625
	Iteration 15Q: 3 clusters Score -3498488 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -3498992.000000 Penalty: 1026.015625
	Iteration 16Q: 3 clusters Score -3498992 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -3499407.500000 Penalty: 1026.015625
	Iteration 17Q: 3 clusters Score -3499408 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -3499692.750000 Penalty: 1026.015625
	Iteration 18Q: 3 clusters Score -3499693 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -3499890.250000 Penalty: 1026.015625
	Iteration 19Q: 3 clusters Score -3499890 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -3500040.250000 Penalty: 1026.015625
	Iteration 20F: 3 clusters Score -3500040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -3500114.000000 Penalty: 1026.015625
	Iteration 21Q: 3 clusters Score -3500114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -3500174.250000 Penalty: 1026.015625
	Iteration 22Q: 3 clusters Score -3500174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -3500234.000000 Penalty: 1026.015625
	Iteration 23Q: 3 clusters Score -3500234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -3500272.250000 Penalty: 1026.015625
	Iteration 24Q: 3 clusters Score -3500272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -3500283.250000 Penalty: 1026.015625
	Iteration 25Q: 3 clusters Score -3500283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -3500294.250000 Penalty: 1026.015625
	Iteration 26Q: 3 clusters Score -3500294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -3500299.500000 Penalty: 1026.015625
	Iteration 27Q: 3 clusters Score -3500300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -3500307.250000 Penalty: 1026.015625
	Iteration 28Q: 3 clusters Score -3500307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -3500314.750000 Penalty: 1026.015625
	Iteration 29Q: 3 clusters Score -3500315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -3500323.250000 Penalty: 1026.015625
	Iteration 30Q: 3 clusters Score -3500323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -3500327.750000 Penalty: 1026.015625
	Iteration 31Q: 3 clusters Score -3500328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -3500328.500000 Penalty: 1026.015625
	Iteration 32Q: 3 clusters Score -3500328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -3500329.500000 Penalty: 1026.015625
	Iteration 33Q: 3 clusters Score -3500330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -3500330.750000 Penalty: 1026.015625
	Iteration 34Q: 3 clusters Score -3500331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -3500330.750000 Penalty: 1026.015625
	Iteration 35F: 3 clusters Score -3500331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313529 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 15165 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 64613 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153014 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 19638 members 
Mstep: Class 15 contains 296028 members 
Mstep: Class 16 contains 8884 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39922 members 
Mstep: Class 19 contains 78818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 534.900085 but Gain 633.595703
Score: -46955588.000000 Penalty: 12038.316406
Iteration 359Q: 20 clusters Score -4.695559e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 314491 members 
Mstep: Class 2 contains 25120 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 40133 members 
Mstep: Class 5 contains 41382 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 15152 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 65150 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153162 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 294548 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 39834 members 
Mstep: Class 19 contains 78768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955748.000000 Penalty: 12038.316406
Iteration 360F: 20 clusters Score -4.695575e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 315134 members 
Mstep: Class 2 contains 25118 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 15145 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 65740 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153426 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 19564 members 
Mstep: Class 15 contains 293210 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39740 members 
Mstep: Class 19 contains 78719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956052.000000 Penalty: 12038.316406
Iteration 361Q: 20 clusters Score -4.695605e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315553 members 
Mstep: Class 2 contains 25118 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 40113 members 
Mstep: Class 5 contains 41435 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 66284 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153807 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 292015 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39652 members 
Mstep: Class 19 contains 78669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956224.000000 Penalty: 12038.316406
Iteration 362Q: 20 clusters Score -4.695622e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315736 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 40121 members 
Mstep: Class 5 contains 41465 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 66805 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154251 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 290977 members 
Mstep: Class 16 contains 8953 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39578 members 
Mstep: Class 19 contains 78633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956656.000000 Penalty: 12038.316406
Iteration 363Q: 20 clusters Score -4.695666e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315685 members 
Mstep: Class 2 contains 25113 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 40124 members 
Mstep: Class 5 contains 41481 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 67340 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154765 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 290073 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39519 members 
Mstep: Class 19 contains 78596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956712.000000 Penalty: 12038.316406
Iteration 364Q: 20 clusters Score -4.695671e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315400 members 
Mstep: Class 2 contains 25119 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 40117 members 
Mstep: Class 5 contains 41496 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 15123 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 67878 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 155362 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 289294 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39480 members 
Mstep: Class 19 contains 78567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957192.000000 Penalty: 12038.316406
Iteration 365Q: 20 clusters Score -4.695719e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314977 members 
Mstep: Class 2 contains 25121 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40108 members 
Mstep: Class 5 contains 41503 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 68386 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 156001 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 288635 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39445 members 
Mstep: Class 19 contains 78555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957424.000000 Penalty: 12038.316406
Iteration 366Q: 20 clusters Score -4.695742e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314375 members 
Mstep: Class 2 contains 25122 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40097 members 
Mstep: Class 5 contains 41515 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 68848 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 156658 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19407 members 
Mstep: Class 15 contains 288185 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39416 members 
Mstep: Class 19 contains 78531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957392.000000 Penalty: 12038.316406
Iteration 367Q: 20 clusters Score -4.695739e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313696 members 
Mstep: Class 2 contains 25121 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40094 members 
Mstep: Class 5 contains 41541 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 69257 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 157409 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19397 members 
Mstep: Class 15 contains 287781 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39394 members 
Mstep: Class 19 contains 78479 members 
Entering Unmasked Estep 
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Iteration 368Q: 20 clusters Score -4.695746e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312900 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40081 members 
Mstep: Class 5 contains 41560 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 69603 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 158133 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19390 members 
Mstep: Class 15 contains 287599 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39355 members 
Mstep: Class 19 contains 78419 members 
Entering Unmasked Estep 
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Iteration 369Q: 20 clusters Score -4.695727e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312004 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40088 members 
Mstep: Class 5 contains 41589 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 69951 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 158898 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19387 members 
Mstep: Class 15 contains 287453 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39317 members 
Mstep: Class 19 contains 78361 members 
Entering Unmasked Estep 
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Iteration 370Q: 20 clusters Score -4.695712e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311090 members 
Mstep: Class 2 contains 25119 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40094 members 
Mstep: Class 5 contains 41619 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 70289 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 159708 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 287264 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39275 members 
Mstep: Class 19 contains 78325 members 
Entering Unmasked Estep 
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Iteration 371Q: 20 clusters Score -4.695734e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310112 members 
Mstep: Class 2 contains 25112 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40090 members 
Mstep: Class 5 contains 41655 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 70637 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 160529 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19386 members 
Mstep: Class 15 contains 287138 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39210 members 
Mstep: Class 19 contains 78292 members 
Entering Unmasked Estep 
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Iteration 372Q: 20 clusters Score -4.69576e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309113 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40090 members 
Mstep: Class 5 contains 41687 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 70939 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 161352 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 287034 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39164 members 
Mstep: Class 19 contains 78292 members 
Entering Unmasked Estep 
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Iteration 373Q: 20 clusters Score -4.695772e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308079 members 
Mstep: Class 2 contains 25100 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 40101 members 
Mstep: Class 5 contains 41704 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 71211 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 162144 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19378 members 
Mstep: Class 15 contains 287002 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39130 members 
Mstep: Class 19 contains 78302 members 
Entering Unmasked Estep 
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Iteration 374Q: 20 clusters Score -4.695788e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307056 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40110 members 
Mstep: Class 5 contains 41724 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 71423 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 162946 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19371 members 
Mstep: Class 15 contains 286971 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39097 members 
Mstep: Class 19 contains 78344 members 
Entering Unmasked Estep 
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Iteration 375Q: 20 clusters Score -4.695798e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305920 members 
Mstep: Class 2 contains 25091 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40120 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 71607 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 163743 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19359 members 
Mstep: Class 15 contains 287059 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 39080 members 
Mstep: Class 19 contains 78390 members 
Entering Unmasked Estep 
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Iteration 376Q: 20 clusters Score -4.695818e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304791 members 
Mstep: Class 2 contains 25092 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40131 members 
Mstep: Class 5 contains 41782 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 71755 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 164474 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19354 members 
Mstep: Class 15 contains 287241 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39036 members 
Mstep: Class 19 contains 78453 members 
Entering Unmasked Estep 
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Iteration 377Q: 20 clusters Score -4.695807e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303720 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40143 members 
Mstep: Class 5 contains 41811 members 
Mstep: Class 6 contains 9258 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 71830 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 165229 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19345 members 
Mstep: Class 15 contains 287362 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39015 members 
Mstep: Class 19 contains 78543 members 
Entering Unmasked Estep 
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Iteration 378Q: 20 clusters Score -4.69581e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 302562 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40148 members 
Mstep: Class 5 contains 41834 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 15092 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 71883 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 165950 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 19345 members 
Mstep: Class 15 contains 287623 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38989 members 
Mstep: Class 19 contains 78652 members 
Entering Unmasked Estep 
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Iteration 379Q: 20 clusters Score -4.695804e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301415 members 
Mstep: Class 2 contains 25095 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40153 members 
Mstep: Class 5 contains 41855 members 
Mstep: Class 6 contains 9285 members 
Mstep: Class 7 contains 15091 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 71920 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 166673 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 19338 members 
Mstep: Class 15 contains 287878 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38963 members 
Mstep: Class 19 contains 78775 members 
Entering Unmasked Estep 
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Iteration 380F: 20 clusters Score -4.695828e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300320 members 
Mstep: Class 2 contains 25091 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40158 members 
Mstep: Class 5 contains 41884 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 71922 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 167382 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 19319 members 
Mstep: Class 15 contains 288121 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38947 members 
Mstep: Class 19 contains 78915 members 
Entering Unmasked Estep 
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Iteration 381Q: 20 clusters Score -4.695838e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 25091 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40162 members 
Mstep: Class 5 contains 41902 members 
Mstep: Class 6 contains 9308 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 71898 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 19299 members 
Mstep: Class 15 contains 288308 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38933 members 
Mstep: Class 19 contains 79075 members 
Entering Unmasked Estep 
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Iteration 382Q: 20 clusters Score -4.695825e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298273 members 
Mstep: Class 2 contains 25088 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 41912 members 
Mstep: Class 6 contains 9326 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 71825 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168860 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 19298 members 
Mstep: Class 15 contains 288439 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38896 members 
Mstep: Class 19 contains 79269 members 
Entering Unmasked Estep 
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Iteration 383Q: 20 clusters Score -4.695837e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 297257 members 
Mstep: Class 2 contains 25084 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40178 members 
Mstep: Class 5 contains 41927 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 71727 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 169586 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 19294 members 
Mstep: Class 15 contains 288608 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 79474 members 
Entering Unmasked Estep 
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Iteration 384Q: 20 clusters Score -4.695826e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 296220 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40191 members 
Mstep: Class 5 contains 41946 members 
Mstep: Class 6 contains 9349 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 71598 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 170315 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 19296 members 
Mstep: Class 15 contains 288829 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38837 members 
Mstep: Class 19 contains 79679 members 
Entering Unmasked Estep 
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Iteration 385Q: 20 clusters Score -4.695836e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295130 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40207 members 
Mstep: Class 5 contains 41971 members 
Mstep: Class 6 contains 9368 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 71442 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 171048 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 19290 members 
Mstep: Class 15 contains 289112 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38812 members 
Mstep: Class 19 contains 79890 members 
Entering Unmasked Estep 
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Iteration 386Q: 20 clusters Score -4.695849e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294066 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40209 members 
Mstep: Class 5 contains 41997 members 
Mstep: Class 6 contains 9387 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 71195 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 171753 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 19278 members 
Mstep: Class 15 contains 289459 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38806 members 
Mstep: Class 19 contains 80115 members 
Entering Unmasked Estep 
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Iteration 387Q: 20 clusters Score -4.695854e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292983 members 
Mstep: Class 2 contains 25070 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40205 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 15025 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 70936 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172392 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 19262 members 
Mstep: Class 15 contains 289884 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38804 members 
Mstep: Class 19 contains 80372 members 
Entering Unmasked Estep 
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Iteration 388Q: 20 clusters Score -4.695842e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291987 members 
Mstep: Class 2 contains 25060 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 42043 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 70626 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172886 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 19250 members 
Mstep: Class 15 contains 290323 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38818 members 
Mstep: Class 19 contains 80675 members 
Entering Unmasked Estep 
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Iteration 389Q: 20 clusters Score -4.695826e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290963 members 
Mstep: Class 2 contains 25052 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 42065 members 
Mstep: Class 6 contains 9467 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 70282 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 173347 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 19243 members 
Mstep: Class 15 contains 290832 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38837 members 
Mstep: Class 19 contains 81003 members 
Entering Unmasked Estep 
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Iteration 390Q: 20 clusters Score -4.695842e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289998 members 
Mstep: Class 2 contains 25045 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40226 members 
Mstep: Class 5 contains 42079 members 
Mstep: Class 6 contains 9483 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 69904 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 173693 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19236 members 
Mstep: Class 15 contains 291411 members 
Mstep: Class 16 contains 9075 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38855 members 
Mstep: Class 19 contains 81378 members 
Entering Unmasked Estep 
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Iteration 391Q: 20 clusters Score -4.695812e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289034 members 
Mstep: Class 2 contains 25042 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 42086 members 
Mstep: Class 6 contains 9494 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 69534 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174023 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19231 members 
Mstep: Class 15 contains 292025 members 
Mstep: Class 16 contains 9075 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38868 members 
Mstep: Class 19 contains 81732 members 
Entering Unmasked Estep 
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Iteration 392Q: 20 clusters Score -4.695807e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 288135 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 15062 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 69123 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174286 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19214 members 
Mstep: Class 15 contains 292690 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38895 members 
Mstep: Class 19 contains 82074 members 
Entering Unmasked Estep 
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Iteration 393Q: 20 clusters Score -4.695773e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 287350 members 
Mstep: Class 2 contains 25036 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 68672 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174456 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19197 members 
Mstep: Class 15 contains 293361 members 
Mstep: Class 16 contains 9079 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38918 members 
Mstep: Class 19 contains 82436 members 
Entering Unmasked Estep 
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Iteration 394Q: 20 clusters Score -4.695761e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 286504 members 
Mstep: Class 2 contains 25038 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40243 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 15081 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 68221 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174540 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19183 members 
Mstep: Class 15 contains 294146 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38929 members 
Mstep: Class 19 contains 82830 members 
Entering Unmasked Estep 
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Iteration 395Q: 20 clusters Score -4.69573e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285697 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40251 members 
Mstep: Class 5 contains 42103 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 15081 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 67751 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174526 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 294970 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 38940 members 
Mstep: Class 19 contains 83257 members 
Entering Unmasked Estep 
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Iteration 396Q: 20 clusters Score -4.695676e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284902 members 
Mstep: Class 2 contains 25036 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 42115 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 15083 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 67275 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174440 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19160 members 
Mstep: Class 15 contains 295862 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38962 members 
Mstep: Class 19 contains 83671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956348.000000 Penalty: 12038.316406
Iteration 397Q: 20 clusters Score -4.695635e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284005 members 
Mstep: Class 2 contains 25032 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40252 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 66808 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 174227 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19147 members 
Mstep: Class 15 contains 297005 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38980 members 
Mstep: Class 19 contains 84072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955824.000000 Penalty: 12038.316406
Iteration 398Q: 20 clusters Score -4.695582e+07 nChanged 2770
Entering ConstructFrom: 
Score: -46955824.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (283212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283212 members 
Entering Unmasked Estep 
Score: -12488271.000000 Penalty: 571.204773
	Iteration 0F: 2 clusters Score -1.248827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -12295525.000000 Penalty: 1142.409546
	Iteration 0F: 3 clusters Score -1.229552e+07 nChanged 139961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -12388972.000000 Penalty: 1142.409546
	Iteration 1F: 3 clusters Score -1.238897e+07 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194999 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -12401531.000000 Penalty: 1142.409546
	Iteration 2F: 3 clusters Score -1.240153e+07 nChanged 25476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220395 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -12422889.000000 Penalty: 1142.409546
	Iteration 3F: 3 clusters Score -1.242289e+07 nChanged 27569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247940 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -12451218.000000 Penalty: 1142.409546
	Iteration 4F: 3 clusters Score -1.245122e+07 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268907 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -12473580.000000 Penalty: 1142.409546
	Iteration 5F: 3 clusters Score -1.247358e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279031 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -12484062.000000 Penalty: 1142.409546
	Iteration 6Q: 3 clusters Score -1.248406e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282167 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12486903.000000 Penalty: 1142.409546
	Iteration 7Q: 3 clusters Score -1.24869e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282905 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12487486.000000 Penalty: 1142.409546
	Iteration 8Q: 3 clusters Score -1.248749e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283089 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12487687.000000 Penalty: 1142.409546
	Iteration 9Q: 3 clusters Score -1.248769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12487718.000000 Penalty: 1142.409546
	Iteration 10Q: 3 clusters Score -1.248772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12487729.000000 Penalty: 1142.409546
	Iteration 11Q: 3 clusters Score -1.248773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12487737.000000 Penalty: 1142.409546
	Iteration 12Q: 3 clusters Score -1.248774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12487737.000000 Penalty: 1142.409546
	Iteration 13Q: 3 clusters Score -1.248774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12487737.000000 Penalty: 1142.409546
	Iteration 14F: 3 clusters Score -1.248774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Entering Unmasked Estep 
Score: -1079053.750000 Penalty: 460.812653
	Iteration 0F: 2 clusters Score -1079054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1062338.750000 Penalty: 921.625305
	Iteration 0F: 3 clusters Score -1062339 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1070298.500000 Penalty: 921.625305
	Iteration 1F: 3 clusters Score -1070298 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1071630.500000 Penalty: 921.625305
	Iteration 2F: 3 clusters Score -1071630 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1073516.000000 Penalty: 921.625305
	Iteration 3F: 3 clusters Score -1073516 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1075400.000000 Penalty: 921.625305
	Iteration 4F: 3 clusters Score -1075400 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1076699.250000 Penalty: 921.625305
	Iteration 5F: 3 clusters Score -1076699 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1077423.000000 Penalty: 921.625305
	Iteration 6Q: 3 clusters Score -1077423 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1077783.750000 Penalty: 921.625305
	Iteration 7Q: 3 clusters Score -1077784 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1078016.500000 Penalty: 921.625305
	Iteration 8Q: 3 clusters Score -1078016 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1078190.375000 Penalty: 921.625305
	Iteration 9Q: 3 clusters Score -1078190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1078317.625000 Penalty: 921.625305
	Iteration 10Q: 3 clusters Score -1078318 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1078425.625000 Penalty: 921.625305
	Iteration 11Q: 3 clusters Score -1078426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1078495.875000 Penalty: 921.625305
	Iteration 12Q: 3 clusters Score -1078496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1078538.750000 Penalty: 921.625305
	Iteration 13Q: 3 clusters Score -1078539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1078582.125000 Penalty: 921.625305
	Iteration 14Q: 3 clusters Score -1078582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1078613.500000 Penalty: 921.625305
	Iteration 15Q: 3 clusters Score -1078614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1078634.875000 Penalty: 921.625305
	Iteration 16Q: 3 clusters Score -1078635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1078647.625000 Penalty: 921.625305
	Iteration 17Q: 3 clusters Score -1078648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1078664.125000 Penalty: 921.625305
	Iteration 18Q: 3 clusters Score -1078664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1078674.000000 Penalty: 921.625305
	Iteration 19Q: 3 clusters Score -1078674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1078680.625000 Penalty: 921.625305
	Iteration 20F: 3 clusters Score -1078681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1078682.875000 Penalty: 921.625305
	Iteration 21Q: 3 clusters Score -1078683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1078683.250000 Penalty: 921.625305
	Iteration 22Q: 3 clusters Score -1078683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1078684.625000 Penalty: 921.625305
	Iteration 23Q: 3 clusters Score -1078685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1078684.625000 Penalty: 921.625305
	Iteration 24F: 3 clusters Score -1078685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -34266.628906 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -34266.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -33505.906250 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -33505.91 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33842.542969 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -33842.54 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -33959.628906 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -33959.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34035.175781 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -34035.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34090.664062 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -34090.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34120.242188 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -34120.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -34134.488281 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -34134.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34142.117188 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -34142.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34149.207031 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -34149.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34155.265625 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -34155.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34158.835938 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -34158.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -34162.359375 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -34162.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -34166.894531 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -34166.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34170.210938 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -34170.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34172.589844 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -34172.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -34174.363281 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -34174.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34174.933594 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -34174.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34175.050781 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -34175.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34175.050781 Penalty: 623.361511
	Iteration 18F: 3 clusters Score -34175.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Entering Unmasked Estep 
Score: -1632479.250000 Penalty: 482.436005
	Iteration 0F: 2 clusters Score -1632479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1605523.500000 Penalty: 964.872009
	Iteration 0F: 3 clusters Score -1605524 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1617360.250000 Penalty: 964.872009
	Iteration 1F: 3 clusters Score -1617360 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1618322.750000 Penalty: 964.872009
	Iteration 2F: 3 clusters Score -1618323 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1619847.750000 Penalty: 964.872009
	Iteration 3F: 3 clusters Score -1619848 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1622040.625000 Penalty: 964.872009
	Iteration 4F: 3 clusters Score -1622041 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1624605.250000 Penalty: 964.872009
	Iteration 5F: 3 clusters Score -1624605 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1626951.375000 Penalty: 964.872009
	Iteration 6F: 3 clusters Score -1626951 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1628909.250000 Penalty: 964.872009
	Iteration 7Q: 3 clusters Score -1628909 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1630177.500000 Penalty: 964.872009
	Iteration 8Q: 3 clusters Score -1630178 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1630842.375000 Penalty: 964.872009
	Iteration 9Q: 3 clusters Score -1630842 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1631216.500000 Penalty: 964.872009
	Iteration 10Q: 3 clusters Score -1631216 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1631460.125000 Penalty: 964.872009
	Iteration 11Q: 3 clusters Score -1631460 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1631623.000000 Penalty: 964.872009
	Iteration 12Q: 3 clusters Score -1631623 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1631729.750000 Penalty: 964.872009
	Iteration 13Q: 3 clusters Score -1631730 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1631820.000000 Penalty: 964.872009
	Iteration 14Q: 3 clusters Score -1631820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1631876.750000 Penalty: 964.872009
	Iteration 15Q: 3 clusters Score -1631877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1631927.250000 Penalty: 964.872009
	Iteration 16Q: 3 clusters Score -1631927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1631983.000000 Penalty: 964.872009
	Iteration 17Q: 3 clusters Score -1631983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1632013.125000 Penalty: 964.872009
	Iteration 18Q: 3 clusters Score -1632013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1632043.750000 Penalty: 964.872009
	Iteration 19Q: 3 clusters Score -1632044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1632073.000000 Penalty: 964.872009
	Iteration 20F: 3 clusters Score -1632073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1632097.250000 Penalty: 964.872009
	Iteration 21Q: 3 clusters Score -1632097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1632109.625000 Penalty: 964.872009
	Iteration 22Q: 3 clusters Score -1632110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1632121.375000 Penalty: 964.872009
	Iteration 23Q: 3 clusters Score -1632121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1632134.375000 Penalty: 964.872009
	Iteration 24Q: 3 clusters Score -1632134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1632147.500000 Penalty: 964.872009
	Iteration 25Q: 3 clusters Score -1632148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1632157.375000 Penalty: 964.872009
	Iteration 26Q: 3 clusters Score -1632157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1632169.500000 Penalty: 964.872009
	Iteration 27Q: 3 clusters Score -1632170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1632182.250000 Penalty: 964.872009
	Iteration 28Q: 3 clusters Score -1632182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1632195.875000 Penalty: 964.872009
	Iteration 29Q: 3 clusters Score -1632196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1632209.000000 Penalty: 964.872009
	Iteration 30Q: 3 clusters Score -1632209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1632214.125000 Penalty: 964.872009
	Iteration 31Q: 3 clusters Score -1632214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1632220.750000 Penalty: 964.872009
	Iteration 32Q: 3 clusters Score -1632221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1632225.750000 Penalty: 964.872009
	Iteration 33Q: 3 clusters Score -1632226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1632232.125000 Penalty: 964.872009
	Iteration 34Q: 3 clusters Score -1632232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1632239.375000 Penalty: 964.872009
	Iteration 35Q: 3 clusters Score -1632239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1632242.000000 Penalty: 964.872009
	Iteration 36Q: 3 clusters Score -1632242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1632248.875000 Penalty: 964.872009
	Iteration 37Q: 3 clusters Score -1632249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1632260.375000 Penalty: 964.872009
	Iteration 38Q: 3 clusters Score -1632260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1632271.625000 Penalty: 964.872009
	Iteration 39Q: 3 clusters Score -1632272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1632279.875000 Penalty: 964.872009
	Iteration 40F: 3 clusters Score -1632280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1632293.000000 Penalty: 964.872009
	Iteration 41Q: 3 clusters Score -1632293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1632304.875000 Penalty: 964.872009
	Iteration 42Q: 3 clusters Score -1632305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1632327.500000 Penalty: 964.872009
	Iteration 43Q: 3 clusters Score -1632328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1632340.250000 Penalty: 964.872009
	Iteration 44Q: 3 clusters Score -1632340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1632348.875000 Penalty: 964.872009
	Iteration 45Q: 3 clusters Score -1632349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1632361.000000 Penalty: 964.872009
	Iteration 46Q: 3 clusters Score -1632361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1632365.625000 Penalty: 964.872009
	Iteration 47Q: 3 clusters Score -1632366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1632365.625000 Penalty: 964.872009
	Iteration 48Q: 3 clusters Score -1632366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1632366.250000 Penalty: 964.872009
	Iteration 49Q: 3 clusters Score -1632366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1632371.000000 Penalty: 964.872009
	Iteration 50Q: 3 clusters Score -1632371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1632369.250000 Penalty: 964.872009
	Iteration 51Q: 3 clusters Score -1632369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1632371.250000 Penalty: 964.872009
	Iteration 52Q: 3 clusters Score -1632371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1632374.000000 Penalty: 964.872009
	Iteration 53Q: 3 clusters Score -1632374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1632376.375000 Penalty: 964.872009
	Iteration 54Q: 3 clusters Score -1632376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1632376.500000 Penalty: 964.872009
	Iteration 55Q: 3 clusters Score -1632376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1632375.125000 Penalty: 964.872009
	Iteration 56Q: 3 clusters Score -1632375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1632375.125000 Penalty: 964.872009
	Iteration 57F: 3 clusters Score -1632375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Entering Unmasked Estep 
Score: -1854660.000000 Penalty: 484.516113
	Iteration 0F: 2 clusters Score -1854660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1826458.750000 Penalty: 969.032227
	Iteration 0F: 3 clusters Score -1826459 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1838431.000000 Penalty: 969.032227
	Iteration 1F: 3 clusters Score -1838431 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1838886.375000 Penalty: 969.032227
	Iteration 2Q: 3 clusters Score -1838886 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1839600.125000 Penalty: 969.032227
	Iteration 3Q: 3 clusters Score -1839600 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1840782.250000 Penalty: 969.032227
	Iteration 4Q: 3 clusters Score -1840782 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -1842725.250000 Penalty: 969.032227
	Iteration 5F: 3 clusters Score -1842725 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -1845411.500000 Penalty: 969.032227
	Iteration 6F: 3 clusters Score -1845412 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1847797.625000 Penalty: 969.032227
	Iteration 7F: 3 clusters Score -1847798 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -1848994.250000 Penalty: 969.032227
	Iteration 8F: 3 clusters Score -1848994 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -1849800.375000 Penalty: 969.032227
	Iteration 9Q: 3 clusters Score -1849800 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -1850602.125000 Penalty: 969.032227
	Iteration 10Q: 3 clusters Score -1850602 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1851411.500000 Penalty: 969.032227
	Iteration 11Q: 3 clusters Score -1851412 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1852231.375000 Penalty: 969.032227
	Iteration 12Q: 3 clusters Score -1852231 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1853099.250000 Penalty: 969.032227
	Iteration 13Q: 3 clusters Score -1853099 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -1853700.500000 Penalty: 969.032227
	Iteration 14Q: 3 clusters Score -1853700 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -1854093.500000 Penalty: 969.032227
	Iteration 15Q: 3 clusters Score -1854094 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1854296.750000 Penalty: 969.032227
	Iteration 16Q: 3 clusters Score -1854297 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -1854394.250000 Penalty: 969.032227
	Iteration 17Q: 3 clusters Score -1854394 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1854448.500000 Penalty: 969.032227
	Iteration 18Q: 3 clusters Score -1854448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1854463.250000 Penalty: 969.032227
	Iteration 19Q: 3 clusters Score -1854463 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -1854484.875000 Penalty: 969.032227
	Iteration 20F: 3 clusters Score -1854485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -1854486.750000 Penalty: 969.032227
	Iteration 21Q: 3 clusters Score -1854487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -1854489.625000 Penalty: 969.032227
	Iteration 22Q: 3 clusters Score -1854490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -1854493.375000 Penalty: 969.032227
	Iteration 23Q: 3 clusters Score -1854493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1854496.625000 Penalty: 969.032227
	Iteration 24Q: 3 clusters Score -1854497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -1854493.125000 Penalty: 969.032227
	Iteration 25Q: 3 clusters Score -1854493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1854499.625000 Penalty: 969.032227
	Iteration 26Q: 3 clusters Score -1854500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1854498.875000 Penalty: 969.032227
	Iteration 27Q: 3 clusters Score -1854499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -1854502.125000 Penalty: 969.032227
	Iteration 28Q: 3 clusters Score -1854502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -1854501.375000 Penalty: 969.032227
	Iteration 29Q: 3 clusters Score -1854501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1854505.625000 Penalty: 969.032227
	Iteration 30Q: 3 clusters Score -1854506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1854507.125000 Penalty: 969.032227
	Iteration 31Q: 3 clusters Score -1854507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -1854506.000000 Penalty: 969.032227
	Iteration 32Q: 3 clusters Score -1854506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -1854508.750000 Penalty: 969.032227
	Iteration 33Q: 3 clusters Score -1854509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -1854508.375000 Penalty: 969.032227
	Iteration 34Q: 3 clusters Score -1854508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -1854508.500000 Penalty: 969.032227
	Iteration 35Q: 3 clusters Score -1854508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -1854507.250000 Penalty: 969.032227
	Iteration 36Q: 3 clusters Score -1854507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -1854506.500000 Penalty: 969.032227
	Iteration 37Q: 3 clusters Score -1854506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1854504.250000 Penalty: 969.032227
	Iteration 38Q: 3 clusters Score -1854504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -1854504.250000 Penalty: 969.032227
	Iteration 39Q: 3 clusters Score -1854504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -1854504.250000 Penalty: 969.032227
	Iteration 40F: 3 clusters Score -1854504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Entering Unmasked Estep 
Score: -416390.375000 Penalty: 417.194122
	Iteration 0F: 2 clusters Score -416390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -410003.125000 Penalty: 834.388245
	Iteration 0F: 3 clusters Score -410003.1 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -412712.906250 Penalty: 834.388245
	Iteration 1F: 3 clusters Score -412712.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -413265.375000 Penalty: 834.388245
	Iteration 2F: 3 clusters Score -413265.4 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -413894.875000 Penalty: 834.388245
	Iteration 3F: 3 clusters Score -413894.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -414511.312500 Penalty: 834.388245
	Iteration 4F: 3 clusters Score -414511.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -415074.281250 Penalty: 834.388245
	Iteration 5F: 3 clusters Score -415074.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -415454.812500 Penalty: 834.388245
	Iteration 6F: 3 clusters Score -415454.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -415615.156250 Penalty: 834.388245
	Iteration 7Q: 3 clusters Score -415615.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -415700.968750 Penalty: 834.388245
	Iteration 8Q: 3 clusters Score -415701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -415766.468750 Penalty: 834.388245
	Iteration 9Q: 3 clusters Score -415766.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -415815.625000 Penalty: 834.388245
	Iteration 10Q: 3 clusters Score -415815.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -415841.750000 Penalty: 834.388245
	Iteration 11Q: 3 clusters Score -415841.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -415863.593750 Penalty: 834.388245
	Iteration 12Q: 3 clusters Score -415863.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -415878.593750 Penalty: 834.388245
	Iteration 13Q: 3 clusters Score -415878.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -415891.187500 Penalty: 834.388245
	Iteration 14Q: 3 clusters Score -415891.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -415902.218750 Penalty: 834.388245
	Iteration 15Q: 3 clusters Score -415902.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -415914.562500 Penalty: 834.388245
	Iteration 16Q: 3 clusters Score -415914.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -415931.687500 Penalty: 834.388245
	Iteration 17Q: 3 clusters Score -415931.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -415952.656250 Penalty: 834.388245
	Iteration 18Q: 3 clusters Score -415952.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -415972.562500 Penalty: 834.388245
	Iteration 19Q: 3 clusters Score -415972.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -415986.687500 Penalty: 834.388245
	Iteration 20F: 3 clusters Score -415986.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -416002.625000 Penalty: 834.388245
	Iteration 21Q: 3 clusters Score -416002.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -416018.031250 Penalty: 834.388245
	Iteration 22Q: 3 clusters Score -416018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -416030.593750 Penalty: 834.388245
	Iteration 23Q: 3 clusters Score -416030.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -416044.250000 Penalty: 834.388245
	Iteration 24Q: 3 clusters Score -416044.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -416057.062500 Penalty: 834.388245
	Iteration 25Q: 3 clusters Score -416057.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -416069.937500 Penalty: 834.388245
	Iteration 26Q: 3 clusters Score -416069.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -416080.531250 Penalty: 834.388245
	Iteration 27Q: 3 clusters Score -416080.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -416094.875000 Penalty: 834.388245
	Iteration 28Q: 3 clusters Score -416094.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -416109.531250 Penalty: 834.388245
	Iteration 29Q: 3 clusters Score -416109.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -416118.718750 Penalty: 834.388245
	Iteration 30Q: 3 clusters Score -416118.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -416127.250000 Penalty: 834.388245
	Iteration 31Q: 3 clusters Score -416127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -416133.906250 Penalty: 834.388245
	Iteration 32Q: 3 clusters Score -416133.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -416141.031250 Penalty: 834.388245
	Iteration 33Q: 3 clusters Score -416141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -416145.062500 Penalty: 834.388245
	Iteration 34Q: 3 clusters Score -416145.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -416149.406250 Penalty: 834.388245
	Iteration 35Q: 3 clusters Score -416149.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -416152.250000 Penalty: 834.388245
	Iteration 36Q: 3 clusters Score -416152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -416154.593750 Penalty: 834.388245
	Iteration 37Q: 3 clusters Score -416154.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416158.093750 Penalty: 834.388245
	Iteration 38Q: 3 clusters Score -416158.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -416161.437500 Penalty: 834.388245
	Iteration 39Q: 3 clusters Score -416161.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -416164.593750 Penalty: 834.388245
	Iteration 40F: 3 clusters Score -416164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -416166.968750 Penalty: 834.388245
	Iteration 41Q: 3 clusters Score -416167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -416168.250000 Penalty: 834.388245
	Iteration 42Q: 3 clusters Score -416168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -416169.125000 Penalty: 834.388245
	Iteration 43Q: 3 clusters Score -416169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -416170.062500 Penalty: 834.388245
	Iteration 44Q: 3 clusters Score -416170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -416170.312500 Penalty: 834.388245
	Iteration 45Q: 3 clusters Score -416170.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -416171.343750 Penalty: 834.388245
	Iteration 46Q: 3 clusters Score -416171.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -416173.687500 Penalty: 834.388245
	Iteration 47Q: 3 clusters Score -416173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -416175.406250 Penalty: 834.388245
	Iteration 48Q: 3 clusters Score -416175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -416178.250000 Penalty: 834.388245
	Iteration 49Q: 3 clusters Score -416178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -416180.000000 Penalty: 834.388245
	Iteration 50Q: 3 clusters Score -416180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -416180.156250 Penalty: 834.388245
	Iteration 51Q: 3 clusters Score -416180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -416181.031250 Penalty: 834.388245
	Iteration 52Q: 3 clusters Score -416181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -416181.593750 Penalty: 834.388245
	Iteration 53Q: 3 clusters Score -416181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -416181.406250 Penalty: 834.388245
	Iteration 54Q: 3 clusters Score -416181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -416181.218750 Penalty: 834.388245
	Iteration 55Q: 3 clusters Score -416181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -416180.906250 Penalty: 834.388245
	Iteration 56Q: 3 clusters Score -416180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -416180.656250 Penalty: 834.388245
	Iteration 57Q: 3 clusters Score -416180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -416182.343750 Penalty: 834.388245
	Iteration 58Q: 3 clusters Score -416182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -416181.718750 Penalty: 834.388245
	Iteration 59Q: 3 clusters Score -416181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -416183.281250 Penalty: 834.388245
	Iteration 60F: 3 clusters Score -416183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -416183.718750 Penalty: 834.388245
	Iteration 61Q: 3 clusters Score -416183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416184.781250 Penalty: 834.388245
	Iteration 62Q: 3 clusters Score -416184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416184.781250 Penalty: 834.388245
	Iteration 63F: 3 clusters Score -416184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Entering Unmasked Estep 
Score: -654618.375000 Penalty: 437.749084
	Iteration 0F: 2 clusters Score -654618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -644554.187500 Penalty: 875.498169
	Iteration 0F: 3 clusters Score -644554.2 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -648617.000000 Penalty: 875.498169
	Iteration 1F: 3 clusters Score -648617 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -648881.187500 Penalty: 875.498169
	Iteration 2Q: 3 clusters Score -648881.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -649192.250000 Penalty: 875.498169
	Iteration 3Q: 3 clusters Score -649192.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -649556.937500 Penalty: 875.498169
	Iteration 4F: 3 clusters Score -649556.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -650033.312500 Penalty: 875.498169
	Iteration 5F: 3 clusters Score -650033.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -650639.937500 Penalty: 875.498169
	Iteration 6F: 3 clusters Score -650639.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -651263.937500 Penalty: 875.498169
	Iteration 7F: 3 clusters Score -651263.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -651795.562500 Penalty: 875.498169
	Iteration 8Q: 3 clusters Score -651795.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -652137.437500 Penalty: 875.498169
	Iteration 9Q: 3 clusters Score -652137.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -652328.312500 Penalty: 875.498169
	Iteration 10Q: 3 clusters Score -652328.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -652456.062500 Penalty: 875.498169
	Iteration 11Q: 3 clusters Score -652456.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -652558.062500 Penalty: 875.498169
	Iteration 12Q: 3 clusters Score -652558.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -652644.437500 Penalty: 875.498169
	Iteration 13Q: 3 clusters Score -652644.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -652723.125000 Penalty: 875.498169
	Iteration 14Q: 3 clusters Score -652723.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -652819.437500 Penalty: 875.498169
	Iteration 15Q: 3 clusters Score -652819.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -652934.437500 Penalty: 875.498169
	Iteration 16Q: 3 clusters Score -652934.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -653064.687500 Penalty: 875.498169
	Iteration 17Q: 3 clusters Score -653064.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -653206.187500 Penalty: 875.498169
	Iteration 18Q: 3 clusters Score -653206.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -653364.625000 Penalty: 875.498169
	Iteration 19Q: 3 clusters Score -653364.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -653512.750000 Penalty: 875.498169
	Iteration 20F: 3 clusters Score -653512.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -653630.000000 Penalty: 875.498169
	Iteration 21Q: 3 clusters Score -653630 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -653741.437500 Penalty: 875.498169
	Iteration 22Q: 3 clusters Score -653741.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -653839.625000 Penalty: 875.498169
	Iteration 23Q: 3 clusters Score -653839.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -653919.562500 Penalty: 875.498169
	Iteration 24Q: 3 clusters Score -653919.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -653973.750000 Penalty: 875.498169
	Iteration 25Q: 3 clusters Score -653973.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -654029.250000 Penalty: 875.498169
	Iteration 26Q: 3 clusters Score -654029.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -654087.750000 Penalty: 875.498169
	Iteration 27Q: 3 clusters Score -654087.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -654126.062500 Penalty: 875.498169
	Iteration 28Q: 3 clusters Score -654126.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -654155.062500 Penalty: 875.498169
	Iteration 29Q: 3 clusters Score -654155.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -654174.562500 Penalty: 875.498169
	Iteration 30Q: 3 clusters Score -654174.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -654195.625000 Penalty: 875.498169
	Iteration 31Q: 3 clusters Score -654195.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -654213.625000 Penalty: 875.498169
	Iteration 32Q: 3 clusters Score -654213.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -654224.375000 Penalty: 875.498169
	Iteration 33Q: 3 clusters Score -654224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -654234.000000 Penalty: 875.498169
	Iteration 34Q: 3 clusters Score -654234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -654242.375000 Penalty: 875.498169
	Iteration 35Q: 3 clusters Score -654242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -654250.375000 Penalty: 875.498169
	Iteration 36Q: 3 clusters Score -654250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -654253.625000 Penalty: 875.498169
	Iteration 37Q: 3 clusters Score -654253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -654256.125000 Penalty: 875.498169
	Iteration 38Q: 3 clusters Score -654256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -654260.437500 Penalty: 875.498169
	Iteration 39Q: 3 clusters Score -654260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -654261.125000 Penalty: 875.498169
	Iteration 40F: 3 clusters Score -654261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -654261.125000 Penalty: 875.498169
	Iteration 41Q: 3 clusters Score -654261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -654261.125000 Penalty: 875.498169
	Iteration 42F: 3 clusters Score -654261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -189679.265625 Penalty: 382.829285
	Iteration 0F: 2 clusters Score -189679.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -186649.281250 Penalty: 765.658569
	Iteration 0F: 3 clusters Score -186649.3 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -187878.015625 Penalty: 765.658569
	Iteration 1F: 3 clusters Score -187878 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -188157.250000 Penalty: 765.658569
	Iteration 2F: 3 clusters Score -188157.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -188431.671875 Penalty: 765.658569
	Iteration 3F: 3 clusters Score -188431.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188715.656250 Penalty: 765.658569
	Iteration 4F: 3 clusters Score -188715.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -188975.281250 Penalty: 765.658569
	Iteration 5F: 3 clusters Score -188975.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -189143.453125 Penalty: 765.658569
	Iteration 6Q: 3 clusters Score -189143.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -189230.062500 Penalty: 765.658569
	Iteration 7Q: 3 clusters Score -189230.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -189287.515625 Penalty: 765.658569
	Iteration 8Q: 3 clusters Score -189287.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -189326.578125 Penalty: 765.658569
	Iteration 9Q: 3 clusters Score -189326.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -189355.875000 Penalty: 765.658569
	Iteration 10Q: 3 clusters Score -189355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -189366.421875 Penalty: 765.658569
	Iteration 11Q: 3 clusters Score -189366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -189378.093750 Penalty: 765.658569
	Iteration 12Q: 3 clusters Score -189378.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -189393.953125 Penalty: 765.658569
	Iteration 13Q: 3 clusters Score -189394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -189408.296875 Penalty: 765.658569
	Iteration 14Q: 3 clusters Score -189408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -189412.218750 Penalty: 765.658569
	Iteration 15Q: 3 clusters Score -189412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -189413.546875 Penalty: 765.658569
	Iteration 16Q: 3 clusters Score -189413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -189414.015625 Penalty: 765.658569
	Iteration 17Q: 3 clusters Score -189414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -189414.015625 Penalty: 765.658569
	Iteration 18F: 3 clusters Score -189414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Entering Unmasked Estep 
Score: -2945490.250000 Penalty: 505.133026
	Iteration 0F: 2 clusters Score -2945490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -2900803.250000 Penalty: 1010.266052
	Iteration 0F: 3 clusters Score -2900803 nChanged 32340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -2919876.250000 Penalty: 1010.266052
	Iteration 1F: 3 clusters Score -2919876 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2920473.750000 Penalty: 1010.266052
	Iteration 2Q: 3 clusters Score -2920474 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -2921471.250000 Penalty: 1010.266052
	Iteration 3Q: 3 clusters Score -2921471 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -2923396.750000 Penalty: 1010.266052
	Iteration 4Q: 3 clusters Score -2923397 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -2926975.500000 Penalty: 1010.266052
	Iteration 5F: 3 clusters Score -2926976 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -2931496.500000 Penalty: 1010.266052
	Iteration 6F: 3 clusters Score -2931496 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -2934619.500000 Penalty: 1010.266052
	Iteration 7F: 3 clusters Score -2934620 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -2936135.500000 Penalty: 1010.266052
	Iteration 8Q: 3 clusters Score -2936136 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -2937173.500000 Penalty: 1010.266052
	Iteration 9Q: 3 clusters Score -2937174 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -2938230.750000 Penalty: 1010.266052
	Iteration 10Q: 3 clusters Score -2938231 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -2939283.750000 Penalty: 1010.266052
	Iteration 11Q: 3 clusters Score -2939284 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -2940385.500000 Penalty: 1010.266052
	Iteration 12Q: 3 clusters Score -2940386 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -2941450.250000 Penalty: 1010.266052
	Iteration 13Q: 3 clusters Score -2941450 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -2942568.250000 Penalty: 1010.266052
	Iteration 14Q: 3 clusters Score -2942568 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -2943497.000000 Penalty: 1010.266052
	Iteration 15Q: 3 clusters Score -2943497 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -2944098.750000 Penalty: 1010.266052
	Iteration 16Q: 3 clusters Score -2944099 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -2944417.000000 Penalty: 1010.266052
	Iteration 17Q: 3 clusters Score -2944417 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -2944587.750000 Penalty: 1010.266052
	Iteration 18Q: 3 clusters Score -2944588 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -2944685.750000 Penalty: 1010.266052
	Iteration 19Q: 3 clusters Score -2944686 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -2944836.000000 Penalty: 1010.266052
	Iteration 20F: 3 clusters Score -2944836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -2944875.750000 Penalty: 1010.266052
	Iteration 21Q: 3 clusters Score -2944876 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -2944913.500000 Penalty: 1010.266052
	Iteration 22Q: 3 clusters Score -2944914 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -2944924.250000 Penalty: 1010.266052
	Iteration 23Q: 3 clusters Score -2944924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -2944922.750000 Penalty: 1010.266052
	Iteration 24Q: 3 clusters Score -2944923 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -2944939.000000 Penalty: 1010.266052
	Iteration 25Q: 3 clusters Score -2944939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -2944945.500000 Penalty: 1010.266052
	Iteration 26Q: 3 clusters Score -2944946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -2944936.750000 Penalty: 1010.266052
	Iteration 27Q: 3 clusters Score -2944937 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -2944940.000000 Penalty: 1010.266052
	Iteration 28Q: 3 clusters Score -2944940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -2944945.250000 Penalty: 1010.266052
	Iteration 29Q: 3 clusters Score -2944945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -2944954.750000 Penalty: 1010.266052
	Iteration 30Q: 3 clusters Score -2944955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -2944944.500000 Penalty: 1010.266052
	Iteration 31Q: 3 clusters Score -2944944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -2944943.500000 Penalty: 1010.266052
	Iteration 32Q: 3 clusters Score -2944944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -2944956.500000 Penalty: 1010.266052
	Iteration 33Q: 3 clusters Score -2944956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -2944959.750000 Penalty: 1010.266052
	Iteration 34Q: 3 clusters Score -2944960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -2944957.250000 Penalty: 1010.266052
	Iteration 35Q: 3 clusters Score -2944957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -2944955.000000 Penalty: 1010.266052
	Iteration 36Q: 3 clusters Score -2944955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -2944955.250000 Penalty: 1010.266052
	Iteration 37Q: 3 clusters Score -2944955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -2944950.500000 Penalty: 1010.266052
	Iteration 38Q: 3 clusters Score -2944950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -2944949.750000 Penalty: 1010.266052
	Iteration 39Q: 3 clusters Score -2944950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -2944959.250000 Penalty: 1010.266052
	Iteration 40F: 3 clusters Score -2944959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -2944965.500000 Penalty: 1010.266052
	Iteration 41Q: 3 clusters Score -2944966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -2944964.500000 Penalty: 1010.266052
	Iteration 42Q: 3 clusters Score -2944964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -2944976.000000 Penalty: 1010.266052
	Iteration 43Q: 3 clusters Score -2944976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -2944978.500000 Penalty: 1010.266052
	Iteration 44Q: 3 clusters Score -2944978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -2944980.500000 Penalty: 1010.266052
	Iteration 45Q: 3 clusters Score -2944980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -2944987.750000 Penalty: 1010.266052
	Iteration 46Q: 3 clusters Score -2944988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -2944980.000000 Penalty: 1010.266052
	Iteration 47Q: 3 clusters Score -2944980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -2944987.250000 Penalty: 1010.266052
	Iteration 48Q: 3 clusters Score -2944987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -2944994.250000 Penalty: 1010.266052
	Iteration 49Q: 3 clusters Score -2944994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -2944997.000000 Penalty: 1010.266052
	Iteration 50Q: 3 clusters Score -2944997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -2944988.000000 Penalty: 1010.266052
	Iteration 51Q: 3 clusters Score -2944988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -2944985.250000 Penalty: 1010.266052
	Iteration 52Q: 3 clusters Score -2944985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -2944995.250000 Penalty: 1010.266052
	Iteration 53Q: 3 clusters Score -2944995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2945003.750000 Penalty: 1010.266052
	Iteration 54Q: 3 clusters Score -2945004 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -2945008.000000 Penalty: 1010.266052
	Iteration 55Q: 3 clusters Score -2945008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -2945012.750000 Penalty: 1010.266052
	Iteration 56Q: 3 clusters Score -2945013 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2945009.000000 Penalty: 1010.266052
	Iteration 57Q: 3 clusters Score -2945009 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -2945014.500000 Penalty: 1010.266052
	Iteration 58Q: 3 clusters Score -2945014 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -2945024.000000 Penalty: 1010.266052
	Iteration 59Q: 3 clusters Score -2945024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2945026.500000 Penalty: 1010.266052
	Iteration 60F: 3 clusters Score -2945026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -2945028.000000 Penalty: 1010.266052
	Iteration 61Q: 3 clusters Score -2945028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -2945032.250000 Penalty: 1010.266052
	Iteration 62Q: 3 clusters Score -2945032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -2945035.250000 Penalty: 1010.266052
	Iteration 63Q: 3 clusters Score -2945035 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -2945039.000000 Penalty: 1010.266052
	Iteration 64Q: 3 clusters Score -2945039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -2945044.500000 Penalty: 1010.266052
	Iteration 65Q: 3 clusters Score -2945044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -2945036.250000 Penalty: 1010.266052
	Iteration 66Q: 3 clusters Score -2945036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -2945042.250000 Penalty: 1010.266052
	Iteration 67Q: 3 clusters Score -2945042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -2945041.500000 Penalty: 1010.266052
	Iteration 68Q: 3 clusters Score -2945042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 32253 members 
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Mstep: Class 2 contains 32087 members 
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Mstep: Class 2 contains 31920 members 
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Mstep: Class 1 contains 34528 members 
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	Iteration 73Q: 3 clusters Score -2945043 nChanged 161
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Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 31603 members 
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	Iteration 74Q: 3 clusters Score -2945046 nChanged 156
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Mstep: Class 1 contains 34845 members 
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Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 31289 members 
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Mstep: Class 1 contains 35152 members 
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Mstep: Class 2 contains 31001 members 
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	Iteration 78Q: 3 clusters Score -2945075 nChanged 129
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	Iteration 79Q: 3 clusters Score -2945087 nChanged 126
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Mstep: Class 1 contains 35546 members 
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	Iteration 80F: 3 clusters Score -2945086 nChanged 122
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Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 30624 members 
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	Iteration 81Q: 3 clusters Score -2945086 nChanged 138
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Mstep: Class 2 contains 30486 members 
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	Iteration 82Q: 3 clusters Score -2945092 nChanged 134
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Mstep: Class 1 contains 35940 members 
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	Iteration 83Q: 3 clusters Score -2945086 nChanged 123
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Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2945090 nChanged 129
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Mstep: Class 1 contains 36192 members 
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Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 29853 members 
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	Iteration 87Q: 3 clusters Score -2945090 nChanged 140
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Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 29713 members 
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Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 29581 members 
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Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 29460 members 
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Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 29097 members 
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Mstep: Class 1 contains 38018 members 
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Mstep: Class 1 contains 38100 members 
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Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2945092 nChanged 69
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	Iteration 107Q: 3 clusters Score -2945091 nChanged 81
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	Iteration 108Q: 3 clusters Score -2945091 nChanged 74
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	Iteration 109Q: 3 clusters Score -2945086 nChanged 60
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	Iteration 110Q: 3 clusters Score -2945092 nChanged 50
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	Iteration 111Q: 3 clusters Score -2945088 nChanged 44
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	Iteration 112Q: 3 clusters Score -2945088 nChanged 49
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	Iteration 113Q: 3 clusters Score -2945079 nChanged 58
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	Iteration 114Q: 3 clusters Score -2945080 nChanged 65
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	Iteration 115Q: 3 clusters Score -2945084 nChanged 68
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	Iteration 116Q: 3 clusters Score -2945075 nChanged 63
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	Iteration 117Q: 3 clusters Score -2945074 nChanged 70
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	Iteration 118Q: 3 clusters Score -2945067 nChanged 55
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	Iteration 119Q: 3 clusters Score -2945064 nChanged 53
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	Iteration 120F: 3 clusters Score -2945064 nChanged 61
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	Iteration 121Q: 3 clusters Score -2945055 nChanged 48
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	Iteration 122Q: 3 clusters Score -2945058 nChanged 28
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	Iteration 124Q: 3 clusters Score -2945063 nChanged 18
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	Iteration 125Q: 3 clusters Score -2945062 nChanged 22
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	Iteration 126Q: 3 clusters Score -2945071 nChanged 22
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	Iteration 127Q: 3 clusters Score -2945072 nChanged 48
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	Iteration 128Q: 3 clusters Score -2945072 nChanged 52
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	Iteration 129Q: 3 clusters Score -2945067 nChanged 54
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	Iteration 130Q: 3 clusters Score -2945062 nChanged 54
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	Iteration 132Q: 3 clusters Score -2945068 nChanged 59
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	Iteration 133Q: 3 clusters Score -2945063 nChanged 57
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	Iteration 134Q: 3 clusters Score -2945059 nChanged 49
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	Iteration 135Q: 3 clusters Score -2945062 nChanged 61
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	Iteration 136Q: 3 clusters Score -2945063 nChanged 46
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	Iteration 137Q: 3 clusters Score -2945073 nChanged 42
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	Iteration 138Q: 3 clusters Score -2945071 nChanged 39
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	Iteration 140F: 3 clusters Score -2945070 nChanged 45
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	Iteration 141Q: 3 clusters Score -2945069 nChanged 54
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	Iteration 142Q: 3 clusters Score -2945070 nChanged 55
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	Iteration 143Q: 3 clusters Score -2945070 nChanged 38
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	Iteration 144Q: 3 clusters Score -2945075 nChanged 45
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	Iteration 145Q: 3 clusters Score -2945073 nChanged 55
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	Iteration 146Q: 3 clusters Score -2945070 nChanged 54
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	Iteration 148Q: 3 clusters Score -2945063 nChanged 70
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	Iteration 149Q: 3 clusters Score -2945059 nChanged 79
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	Iteration 150Q: 3 clusters Score -2945058 nChanged 80
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	Iteration 151Q: 3 clusters Score -2945057 nChanged 89
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	Iteration 152Q: 3 clusters Score -2945051 nChanged 91
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	Iteration 153Q: 3 clusters Score -2945065 nChanged 77
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	Iteration 154Q: 3 clusters Score -2945074 nChanged 80
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	Iteration 155Q: 3 clusters Score -2945076 nChanged 81
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	Iteration 156Q: 3 clusters Score -2945088 nChanged 85
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	Iteration 158Q: 3 clusters Score -2945068 nChanged 87
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	Iteration 159Q: 3 clusters Score -2945070 nChanged 91
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	Iteration 160F: 3 clusters Score -2945080 nChanged 70
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	Iteration 161Q: 3 clusters Score -2945080 nChanged 65
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2945058 nChanged 63
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	Iteration 176Q: 3 clusters Score -2945062 nChanged 56
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Mstep: Class 2 contains 23730 members 
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Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 23666 members 
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	Iteration 178Q: 3 clusters Score -2945054 nChanged 62
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	Iteration 179Q: 3 clusters Score -2945053 nChanged 65
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	Iteration 180F: 3 clusters Score -2945059 nChanged 59
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	Iteration 220F: 3 clusters Score -2945106 nChanged 116
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	Iteration 222Q: 3 clusters Score -2945114 nChanged 121
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	Iteration 236Q: 3 clusters Score -2945112 nChanged 119
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	Iteration 247Q: 3 clusters Score -2945142 nChanged 103
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	Iteration 252Q: 3 clusters Score -2945125 nChanged 63
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	Iteration 253Q: 3 clusters Score -2945126 nChanged 67
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	Iteration 254Q: 3 clusters Score -2945127 nChanged 55
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -2945104 nChanged 30
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Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -2945106 nChanged 37
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Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -2945110 nChanged 37
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Mstep: Class 2 contains 9806 members 
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	Iteration 351Q: 3 clusters Score -2945104 nChanged 31
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Mstep: Class 1 contains 56517 members 
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Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -2945108 nChanged 39
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Mstep: Class 1 contains 56556 members 
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -2945108 nChanged 36
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -2945104 nChanged 50
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	Iteration 355Q: 3 clusters Score -2945101 nChanged 47
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -2945088 nChanged 42
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	Iteration 357Q: 3 clusters Score -2945088 nChanged 50
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	Iteration 358Q: 3 clusters Score -2945080 nChanged 65
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Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -2945074 nChanged 51
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Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -2945069 nChanged 77
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Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2945072 nChanged 77
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Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2945084 nChanged 85
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Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2945087 nChanged 86
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Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2945090 nChanged 101
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Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2945086 nChanged 99
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Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 8870 members 
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	Iteration 366Q: 3 clusters Score -2945090 nChanged 111
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Mstep: Class 1 contains 57533 members 
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2945103 nChanged 122
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Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -2945105 nChanged 114
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Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 8523 members 
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	Iteration 369Q: 3 clusters Score -2945112 nChanged 118
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Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -2945109 nChanged 80
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Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -2945111 nChanged 77
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Mstep: Class 1 contains 58044 members 
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Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2945107 nChanged 76
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Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 8172 members 
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	Iteration 373Q: 3 clusters Score -2945099 nChanged 70
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Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 8102 members 
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	Iteration 374Q: 3 clusters Score -2945108 nChanged 72
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Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -2945112 nChanged 77
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Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2945112 nChanged 88
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Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2945100 nChanged 84
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Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 7781 members 
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	Iteration 378Q: 3 clusters Score -2945105 nChanged 79
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	Iteration 379Q: 3 clusters Score -2945108 nChanged 75
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Mstep: Class 1 contains 58665 members 
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	Iteration 380F: 3 clusters Score -2945125 nChanged 78
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Mstep: Class 1 contains 58743 members 
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	Iteration 381Q: 3 clusters Score -2945119 nChanged 62
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Mstep: Class 1 contains 58805 members 
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	Iteration 382Q: 3 clusters Score -2945120 nChanged 58
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Mstep: Class 1 contains 58863 members 
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	Iteration 383Q: 3 clusters Score -2945119 nChanged 58
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Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 7371 members 
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	Iteration 384Q: 3 clusters Score -2945116 nChanged 56
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Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2945116 nChanged 62
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Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -2945124 nChanged 67
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Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2945122 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -2945118 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -2945123 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -2945119 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 7001 members 
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	Iteration 391Q: 3 clusters Score -2945115 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -2945116 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2945113 nChanged 38
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Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 6891 members 
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	Iteration 394Q: 3 clusters Score -2945114 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 6859 members 
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	Iteration 395Q: 3 clusters Score -2945115 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -2945120 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 6800 members 
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	Iteration 397Q: 3 clusters Score -2945118 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2945114 nChanged 30
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Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 6746 members 
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	Iteration 399Q: 3 clusters Score -2945118 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -2945118 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 6692 members 
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	Iteration 401Q: 3 clusters Score -2945119 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2945108 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2945116 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2945120 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2945111 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -2945106 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2945105 nChanged 26
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Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 6501 members 
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	Iteration 408Q: 3 clusters Score -2945113 nChanged 25
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Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 6446 members 
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	Iteration 410Q: 3 clusters Score -2945111 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2945103 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2945101 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2945105 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2945105 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -2945103 nChanged 19
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Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -2945106 nChanged 5
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Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -2945105 nChanged 5
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Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 6324 members 
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	Iteration 418Q: 3 clusters Score -2945106 nChanged 13
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Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2945103 nChanged 11
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Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -2945101 nChanged 19
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Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 6281 members 
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	Iteration 421Q: 3 clusters Score -2945095 nChanged 14
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Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 6267 members 
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	Iteration 422Q: 3 clusters Score -2945098 nChanged 4
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Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 6263 members 
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	Iteration 423Q: 3 clusters Score -2945096 nChanged 1
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Mstep: Class 1 contains 60030 members 
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	Iteration 424Q: 3 clusters Score -2945095 nChanged 3
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Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 6259 members 
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	Iteration 425Q: 3 clusters Score -2945096 nChanged 6
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	Iteration 426Q: 3 clusters Score -2945096 nChanged 9
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Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 6244 members 
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	Iteration 427Q: 3 clusters Score -2945092 nChanged 10
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Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 6234 members 
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	Iteration 428Q: 3 clusters Score -2945091 nChanged 7
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Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 6227 members 
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	Iteration 429Q: 3 clusters Score -2945097 nChanged 8
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Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 6219 members 
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	Iteration 430Q: 3 clusters Score -2945096 nChanged 6
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Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -2945094 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 6202 members 
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	Iteration 432Q: 3 clusters Score -2945095 nChanged 7
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	Iteration 433Q: 3 clusters Score -2945090 nChanged 0
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	Iteration 434F: 3 clusters Score -2945090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -88586.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1104 members 
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	Iteration 0F: 3 clusters Score -87108.48 nChanged 881
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Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 782 members 
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	Iteration 1F: 3 clusters Score -87650.98 nChanged 129
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Mstep: Class 2 contains 713 members 
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	Iteration 2F: 3 clusters Score -87757.31 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -87868.22 nChanged 106
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Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87983.156250 Penalty: 696.251953
	Iteration 4F: 3 clusters Score -87983.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88053.382812 Penalty: 696.251953
	Iteration 5Q: 3 clusters Score -88053.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88106.195312 Penalty: 696.251953
	Iteration 6Q: 3 clusters Score -88106.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -88148.484375 Penalty: 696.251953
	Iteration 7Q: 3 clusters Score -88148.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88194.960938 Penalty: 696.251953
	Iteration 8Q: 3 clusters Score -88194.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -88230.609375 Penalty: 696.251953
	Iteration 9Q: 3 clusters Score -88230.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -88245.351562 Penalty: 696.251953
	Iteration 10Q: 3 clusters Score -88245.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88259.562500 Penalty: 696.251953
	Iteration 11Q: 3 clusters Score -88259.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88285.398438 Penalty: 696.251953
	Iteration 12Q: 3 clusters Score -88285.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -88310.718750 Penalty: 696.251953
	Iteration 13Q: 3 clusters Score -88310.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -88323.585938 Penalty: 696.251953
	Iteration 14Q: 3 clusters Score -88323.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -88336.273438 Penalty: 696.251953
	Iteration 15Q: 3 clusters Score -88336.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -88340.414062 Penalty: 696.251953
	Iteration 16Q: 3 clusters Score -88340.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88342.882812 Penalty: 696.251953
	Iteration 17Q: 3 clusters Score -88342.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88346.101562 Penalty: 696.251953
	Iteration 18Q: 3 clusters Score -88346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -88348.960938 Penalty: 696.251953
	Iteration 19Q: 3 clusters Score -88348.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88351.742188 Penalty: 696.251953
	Iteration 20F: 3 clusters Score -88351.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -88354.929688 Penalty: 696.251953
	Iteration 21Q: 3 clusters Score -88354.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88360.507812 Penalty: 696.251953
	Iteration 22Q: 3 clusters Score -88360.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88368.953125 Penalty: 696.251953
	Iteration 23Q: 3 clusters Score -88368.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88378.250000 Penalty: 696.251953
	Iteration 24Q: 3 clusters Score -88378.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -88384.617188 Penalty: 696.251953
	Iteration 25Q: 3 clusters Score -88384.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -88389.500000 Penalty: 696.251953
	Iteration 26Q: 3 clusters Score -88389.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -88393.843750 Penalty: 696.251953
	Iteration 27Q: 3 clusters Score -88393.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -88399.140625 Penalty: 696.251953
	Iteration 28Q: 3 clusters Score -88399.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -88410.343750 Penalty: 696.251953
	Iteration 29Q: 3 clusters Score -88410.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -88423.023438 Penalty: 696.251953
	Iteration 30Q: 3 clusters Score -88423.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88435.281250 Penalty: 696.251953
	Iteration 31Q: 3 clusters Score -88435.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -88451.523438 Penalty: 696.251953
	Iteration 32Q: 3 clusters Score -88451.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -88462.921875 Penalty: 696.251953
	Iteration 33Q: 3 clusters Score -88462.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -88472.992188 Penalty: 696.251953
	Iteration 34Q: 3 clusters Score -88472.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -88482.187500 Penalty: 696.251953
	Iteration 35Q: 3 clusters Score -88482.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -88486.679688 Penalty: 696.251953
	Iteration 36Q: 3 clusters Score -88486.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -88492.109375 Penalty: 696.251953
	Iteration 37Q: 3 clusters Score -88492.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -88495.789062 Penalty: 696.251953
	Iteration 38Q: 3 clusters Score -88495.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -88500.414062 Penalty: 696.251953
	Iteration 39Q: 3 clusters Score -88500.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -88503.445312 Penalty: 696.251953
	Iteration 40F: 3 clusters Score -88503.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -88504.578125 Penalty: 696.251953
	Iteration 41Q: 3 clusters Score -88504.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -88506.078125 Penalty: 696.251953
	Iteration 42Q: 3 clusters Score -88506.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -88507.632812 Penalty: 696.251953
	Iteration 43Q: 3 clusters Score -88507.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -88508.343750 Penalty: 696.251953
	Iteration 44Q: 3 clusters Score -88508.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -88508.507812 Penalty: 696.251953
	Iteration 45Q: 3 clusters Score -88508.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -88508.507812 Penalty: 696.251953
	Iteration 46F: 3 clusters Score -88508.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4106.504395 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4106.504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3907.262695 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -3907.263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3984.616211 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -3984.616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3994.177002 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -3994.177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3999.768311 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -3999.768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4003.475342 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4003.475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4003.475342 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -4003.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (173880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Entering Unmasked Estep 
Score: -7753536.000000 Penalty: 549.008484
	Iteration 0F: 2 clusters Score -7753536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -7635474.000000 Penalty: 1098.016968
	Iteration 0F: 3 clusters Score -7635474 nChanged 85415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -7687647.000000 Penalty: 1098.016968
	Iteration 1F: 3 clusters Score -7687647 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -7690216.500000 Penalty: 1098.016968
	Iteration 2Q: 3 clusters Score -7690216 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -7694243.000000 Penalty: 1098.016968
	Iteration 3F: 3 clusters Score -7694243 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 116686 members 
Entering Unmasked Estep 
Score: -7701256.500000 Penalty: 1098.016968
	Iteration 4F: 3 clusters Score -7701256 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -7711701.000000 Penalty: 1098.016968
	Iteration 5F: 3 clusters Score -7711701 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -7724080.000000 Penalty: 1098.016968
	Iteration 6F: 3 clusters Score -7724080 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -7735593.500000 Penalty: 1098.016968
	Iteration 7F: 3 clusters Score -7735594 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 163021 members 
Entering Unmasked Estep 
Score: -7743683.500000 Penalty: 1098.016968
	Iteration 8Q: 3 clusters Score -7743684 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -7748267.000000 Penalty: 1098.016968
	Iteration 9Q: 3 clusters Score -7748267 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -7750566.500000 Penalty: 1098.016968
	Iteration 10Q: 3 clusters Score -7750566 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -7751806.000000 Penalty: 1098.016968
	Iteration 11Q: 3 clusters Score -7751806 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 172767 members 
Entering Unmasked Estep 
Score: -7752378.000000 Penalty: 1098.016968
	Iteration 12Q: 3 clusters Score -7752378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 173209 members 
Entering Unmasked Estep 
Score: -7752691.000000 Penalty: 1098.016968
	Iteration 13Q: 3 clusters Score -7752691 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 173427 members 
Entering Unmasked Estep 
Score: -7752876.000000 Penalty: 1098.016968
	Iteration 14Q: 3 clusters Score -7752876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 173535 members 
Entering Unmasked Estep 
Score: -7752967.000000 Penalty: 1098.016968
	Iteration 15Q: 3 clusters Score -7752967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -7753003.500000 Penalty: 1098.016968
	Iteration 16Q: 3 clusters Score -7753004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173599 members 
Entering Unmasked Estep 
Score: -7753034.500000 Penalty: 1098.016968
	Iteration 17Q: 3 clusters Score -7753034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 173610 members 
Entering Unmasked Estep 
Score: -7753049.000000 Penalty: 1098.016968
	Iteration 18Q: 3 clusters Score -7753049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 173616 members 
Entering Unmasked Estep 
Score: -7753051.000000 Penalty: 1098.016968
	Iteration 19Q: 3 clusters Score -7753051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -7753056.500000 Penalty: 1098.016968
	Iteration 20F: 3 clusters Score -7753056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173624 members 
Entering Unmasked Estep 
Score: -7753062.000000 Penalty: 1098.016968
	Iteration 21Q: 3 clusters Score -7753062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -7753059.500000 Penalty: 1098.016968
	Iteration 22Q: 3 clusters Score -7753060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 173634 members 
Entering Unmasked Estep 
Score: -7753059.500000 Penalty: 1098.016968
	Iteration 23Q: 3 clusters Score -7753060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -7753064.000000 Penalty: 1098.016968
	Iteration 24Q: 3 clusters Score -7753064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -7753070.000000 Penalty: 1098.016968
	Iteration 25Q: 3 clusters Score -7753070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 173641 members 
Entering Unmasked Estep 
Score: -7753066.000000 Penalty: 1098.016968
	Iteration 26Q: 3 clusters Score -7753066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -7753071.500000 Penalty: 1098.016968
	Iteration 27Q: 3 clusters Score -7753072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -7753073.000000 Penalty: 1098.016968
	Iteration 28Q: 3 clusters Score -7753073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -7753076.500000 Penalty: 1098.016968
	Iteration 29Q: 3 clusters Score -7753076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 173655 members 
Entering Unmasked Estep 
Score: -7753076.500000 Penalty: 1098.016968
	Iteration 30Q: 3 clusters Score -7753076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -7753082.500000 Penalty: 1098.016968
	Iteration 31Q: 3 clusters Score -7753082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -7753083.000000 Penalty: 1098.016968
	Iteration 32Q: 3 clusters Score -7753083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173662 members 
Entering Unmasked Estep 
Score: -7753081.500000 Penalty: 1098.016968
	Iteration 33Q: 3 clusters Score -7753082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -7753089.000000 Penalty: 1098.016968
	Iteration 34Q: 3 clusters Score -7753089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173672 members 
Entering Unmasked Estep 
Score: -7753093.500000 Penalty: 1098.016968
	Iteration 35Q: 3 clusters Score -7753094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -7753099.500000 Penalty: 1098.016968
	Iteration 36Q: 3 clusters Score -7753100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173675 members 
Entering Unmasked Estep 
Score: -7753097.500000 Penalty: 1098.016968
	Iteration 37Q: 3 clusters Score -7753098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173675 members 
Entering Unmasked Estep 
Score: -7753097.500000 Penalty: 1098.016968
	Iteration 38F: 3 clusters Score -7753098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -114061.078125 Penalty: 358.507751
	Iteration 0F: 2 clusters Score -114061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -112208.234375 Penalty: 717.015503
	Iteration 0F: 3 clusters Score -112208.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -112871.484375 Penalty: 717.015503
	Iteration 1F: 3 clusters Score -112871.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -112972.781250 Penalty: 717.015503
	Iteration 2F: 3 clusters Score -112972.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -113040.632812 Penalty: 717.015503
	Iteration 3F: 3 clusters Score -113040.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -113088.921875 Penalty: 717.015503
	Iteration 4Q: 3 clusters Score -113088.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -113136.765625 Penalty: 717.015503
	Iteration 5Q: 3 clusters Score -113136.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -113179.414062 Penalty: 717.015503
	Iteration 6Q: 3 clusters Score -113179.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -113228.562500 Penalty: 717.015503
	Iteration 7Q: 3 clusters Score -113228.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -113291.492188 Penalty: 717.015503
	Iteration 8Q: 3 clusters Score -113291.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -113348.179688 Penalty: 717.015503
	Iteration 9Q: 3 clusters Score -113348.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -113397.179688 Penalty: 717.015503
	Iteration 10Q: 3 clusters Score -113397.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -113448.906250 Penalty: 717.015503
	Iteration 11Q: 3 clusters Score -113448.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -113496.718750 Penalty: 717.015503
	Iteration 12Q: 3 clusters Score -113496.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -113521.976562 Penalty: 717.015503
	Iteration 13Q: 3 clusters Score -113522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -113538.398438 Penalty: 717.015503
	Iteration 14Q: 3 clusters Score -113538.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -113553.203125 Penalty: 717.015503
	Iteration 15Q: 3 clusters Score -113553.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -113572.695312 Penalty: 717.015503
	Iteration 16Q: 3 clusters Score -113572.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -113593.125000 Penalty: 717.015503
	Iteration 17Q: 3 clusters Score -113593.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -113612.359375 Penalty: 717.015503
	Iteration 18Q: 3 clusters Score -113612.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -113634.507812 Penalty: 717.015503
	Iteration 19Q: 3 clusters Score -113634.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -113650.492188 Penalty: 717.015503
	Iteration 20F: 3 clusters Score -113650.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -113659.421875 Penalty: 717.015503
	Iteration 21Q: 3 clusters Score -113659.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -113665.710938 Penalty: 717.015503
	Iteration 22Q: 3 clusters Score -113665.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -113673.179688 Penalty: 717.015503
	Iteration 23Q: 3 clusters Score -113673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -113680.687500 Penalty: 717.015503
	Iteration 24Q: 3 clusters Score -113680.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -113690.062500 Penalty: 717.015503
	Iteration 25Q: 3 clusters Score -113690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -113701.320312 Penalty: 717.015503
	Iteration 26Q: 3 clusters Score -113701.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -113711.117188 Penalty: 717.015503
	Iteration 27Q: 3 clusters Score -113711.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -113719.851562 Penalty: 717.015503
	Iteration 28Q: 3 clusters Score -113719.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -113729.257812 Penalty: 717.015503
	Iteration 29Q: 3 clusters Score -113729.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -113734.710938 Penalty: 717.015503
	Iteration 30Q: 3 clusters Score -113734.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -113741.164062 Penalty: 717.015503
	Iteration 31Q: 3 clusters Score -113741.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -113744.218750 Penalty: 717.015503
	Iteration 32Q: 3 clusters Score -113744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -113745.734375 Penalty: 717.015503
	Iteration 33Q: 3 clusters Score -113745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -113748.703125 Penalty: 717.015503
	Iteration 34Q: 3 clusters Score -113748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -113750.734375 Penalty: 717.015503
	Iteration 35Q: 3 clusters Score -113750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -113753.148438 Penalty: 717.015503
	Iteration 36Q: 3 clusters Score -113753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -113755.062500 Penalty: 717.015503
	Iteration 37Q: 3 clusters Score -113755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -113757.960938 Penalty: 717.015503
	Iteration 38Q: 3 clusters Score -113758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -113760.546875 Penalty: 717.015503
	Iteration 39Q: 3 clusters Score -113760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -113762.218750 Penalty: 717.015503
	Iteration 40F: 3 clusters Score -113762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -113762.453125 Penalty: 717.015503
	Iteration 41Q: 3 clusters Score -113762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -113763.023438 Penalty: 717.015503
	Iteration 42Q: 3 clusters Score -113763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -113763.171875 Penalty: 717.015503
	Iteration 43Q: 3 clusters Score -113763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -113763.171875 Penalty: 717.015503
	Iteration 44F: 3 clusters Score -113763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Entering Unmasked Estep 
Score: -838354.187500 Penalty: 448.589844
	Iteration 0F: 2 clusters Score -838354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -825519.875000 Penalty: 897.179688
	Iteration 0F: 3 clusters Score -825519.9 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -830928.812500 Penalty: 897.179688
	Iteration 1F: 3 clusters Score -830928.8 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -831501.250000 Penalty: 897.179688
	Iteration 2F: 3 clusters Score -831501.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -832314.000000 Penalty: 897.179688
	Iteration 3F: 3 clusters Score -832314 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -833440.187500 Penalty: 897.179688
	Iteration 4F: 3 clusters Score -833440.2 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -834775.125000 Penalty: 897.179688
	Iteration 5F: 3 clusters Score -834775.1 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -836125.500000 Penalty: 897.179688
	Iteration 6F: 3 clusters Score -836125.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -837045.687500 Penalty: 897.179688
	Iteration 7Q: 3 clusters Score -837045.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -837550.187500 Penalty: 897.179688
	Iteration 8Q: 3 clusters Score -837550.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -837773.250000 Penalty: 897.179688
	Iteration 9Q: 3 clusters Score -837773.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -837855.750000 Penalty: 897.179688
	Iteration 10Q: 3 clusters Score -837855.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -837903.000000 Penalty: 897.179688
	Iteration 11Q: 3 clusters Score -837903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -837928.375000 Penalty: 897.179688
	Iteration 12Q: 3 clusters Score -837928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -837941.312500 Penalty: 897.179688
	Iteration 13Q: 3 clusters Score -837941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -837949.062500 Penalty: 897.179688
	Iteration 14Q: 3 clusters Score -837949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -837951.437500 Penalty: 897.179688
	Iteration 15Q: 3 clusters Score -837951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -837954.000000 Penalty: 897.179688
	Iteration 16Q: 3 clusters Score -837954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -837956.437500 Penalty: 897.179688
	Iteration 17Q: 3 clusters Score -837956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -837961.125000 Penalty: 897.179688
	Iteration 18Q: 3 clusters Score -837961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -837965.687500 Penalty: 897.179688
	Iteration 19Q: 3 clusters Score -837965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -837969.812500 Penalty: 897.179688
	Iteration 20F: 3 clusters Score -837969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -837971.062500 Penalty: 897.179688
	Iteration 21Q: 3 clusters Score -837971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -837971.062500 Penalty: 897.179688
	Iteration 22F: 3 clusters Score -837971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (298221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298221 members 
Entering Unmasked Estep 
Score: -13305583.000000 Penalty: 573.554321
	Iteration 0F: 2 clusters Score -1.330558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -13105627.000000 Penalty: 1147.108643
	Iteration 0F: 3 clusters Score -1.310563e+07 nChanged 147085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125419 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -13197759.000000 Penalty: 1147.108643
	Iteration 1F: 3 clusters Score -1.319776e+07 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 187762 members 
Entering Unmasked Estep 
Score: -13205653.000000 Penalty: 1147.108643
	Iteration 2F: 3 clusters Score -1.320565e+07 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 209486 members 
Entering Unmasked Estep 
Score: -13220748.000000 Penalty: 1147.108643
	Iteration 3F: 3 clusters Score -1.322075e+07 nChanged 27738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 236810 members 
Entering Unmasked Estep 
Score: -13245040.000000 Penalty: 1147.108643
	Iteration 4F: 3 clusters Score -1.324504e+07 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 264321 members 
Entering Unmasked Estep 
Score: -13273306.000000 Penalty: 1147.108643
	Iteration 5F: 3 clusters Score -1.327331e+07 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 283600 members 
Entering Unmasked Estep 
Score: -13292964.000000 Penalty: 1147.108643
	Iteration 6F: 3 clusters Score -1.329296e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 293028 members 
Entering Unmasked Estep 
Score: -13301320.000000 Penalty: 1147.108643
	Iteration 7Q: 3 clusters Score -1.330132e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 296532 members 
Entering Unmasked Estep 
Score: -13303880.000000 Penalty: 1147.108643
	Iteration 8Q: 3 clusters Score -1.330388e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 297576 members 
Entering Unmasked Estep 
Score: -13304674.000000 Penalty: 1147.108643
	Iteration 9Q: 3 clusters Score -1.330467e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 297860 members 
Entering Unmasked Estep 
Score: -13304936.000000 Penalty: 1147.108643
	Iteration 10Q: 3 clusters Score -1.330494e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297941 members 
Entering Unmasked Estep 
Score: -13305020.000000 Penalty: 1147.108643
	Iteration 11Q: 3 clusters Score -1.330502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297953 members 
Entering Unmasked Estep 
Score: -13305071.000000 Penalty: 1147.108643
	Iteration 12Q: 3 clusters Score -1.330507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 297950 members 
Entering Unmasked Estep 
Score: -13305085.000000 Penalty: 1147.108643
	Iteration 13Q: 3 clusters Score -1.330508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 297944 members 
Entering Unmasked Estep 
Score: -13305086.000000 Penalty: 1147.108643
	Iteration 14Q: 3 clusters Score -1.330509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297935 members 
Entering Unmasked Estep 
Score: -13305101.000000 Penalty: 1147.108643
	Iteration 15Q: 3 clusters Score -1.33051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297925 members 
Entering Unmasked Estep 
Score: -13305107.000000 Penalty: 1147.108643
	Iteration 16Q: 3 clusters Score -1.330511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297912 members 
Entering Unmasked Estep 
Score: -13305125.000000 Penalty: 1147.108643
	Iteration 17Q: 3 clusters Score -1.330512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297905 members 
Entering Unmasked Estep 
Score: -13305124.000000 Penalty: 1147.108643
	Iteration 18Q: 3 clusters Score -1.330512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297905 members 
Entering Unmasked Estep 
Score: -13305126.000000 Penalty: 1147.108643
	Iteration 19Q: 3 clusters Score -1.330513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 297900 members 
Entering Unmasked Estep 
Score: -13305123.000000 Penalty: 1147.108643
	Iteration 20F: 3 clusters Score -1.330512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297898 members 
Entering Unmasked Estep 
Score: -13305136.000000 Penalty: 1147.108643
	Iteration 21Q: 3 clusters Score -1.330514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297898 members 
Entering Unmasked Estep 
Score: -13305137.000000 Penalty: 1147.108643
	Iteration 22Q: 3 clusters Score -1.330514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 297896 members 
Entering Unmasked Estep 
Score: -13305135.000000 Penalty: 1147.108643
	Iteration 23Q: 3 clusters Score -1.330514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 297896 members 
Entering Unmasked Estep 
Score: -13305134.000000 Penalty: 1147.108643
	Iteration 24Q: 3 clusters Score -1.330513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297898 members 
Entering Unmasked Estep 
Score: -13305129.000000 Penalty: 1147.108643
	Iteration 25Q: 3 clusters Score -1.330513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297898 members 
Entering Unmasked Estep 
Score: -13305148.000000 Penalty: 1147.108643
	Iteration 26Q: 3 clusters Score -1.330515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 297896 members 
Entering Unmasked Estep 
Score: -13305143.000000 Penalty: 1147.108643
	Iteration 27Q: 3 clusters Score -1.330514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 297897 members 
Entering Unmasked Estep 
Score: -13305142.000000 Penalty: 1147.108643
	Iteration 28Q: 3 clusters Score -1.330514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 297897 members 
Entering Unmasked Estep 
Score: -13305155.000000 Penalty: 1147.108643
	Iteration 29Q: 3 clusters Score -1.330516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 297896 members 
Entering Unmasked Estep 
Score: -13305157.000000 Penalty: 1147.108643
	Iteration 30Q: 3 clusters Score -1.330516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 297896 members 
Entering Unmasked Estep 
Score: -13305157.000000 Penalty: 1147.108643
	Iteration 31Q: 3 clusters Score -1.330516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297894 members 
Entering Unmasked Estep 
Score: -13305161.000000 Penalty: 1147.108643
	Iteration 32Q: 3 clusters Score -1.330516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 297890 members 
Entering Unmasked Estep 
Score: -13305155.000000 Penalty: 1147.108643
	Iteration 33Q: 3 clusters Score -1.330516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297887 members 
Entering Unmasked Estep 
Score: -13305155.000000 Penalty: 1147.108643
	Iteration 34Q: 3 clusters Score -1.330516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297886 members 
Entering Unmasked Estep 
Score: -13305158.000000 Penalty: 1147.108643
	Iteration 35Q: 3 clusters Score -1.330516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 297884 members 
Entering Unmasked Estep 
Score: -13305158.000000 Penalty: 1147.108643
	Iteration 36Q: 3 clusters Score -1.330516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 297884 members 
Entering Unmasked Estep 
Score: -13305155.000000 Penalty: 1147.108643
	Iteration 37Q: 3 clusters Score -1.330516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297882 members 
Entering Unmasked Estep 
Score: -13305153.000000 Penalty: 1147.108643
	Iteration 38Q: 3 clusters Score -1.330515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297882 members 
Entering Unmasked Estep 
Score: -13305158.000000 Penalty: 1147.108643
	Iteration 39Q: 3 clusters Score -1.330516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297881 members 
Entering Unmasked Estep 
Score: -13305152.000000 Penalty: 1147.108643
	Iteration 40F: 3 clusters Score -1.330515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297881 members 
Entering Unmasked Estep 
Score: -13305163.000000 Penalty: 1147.108643
	Iteration 41Q: 3 clusters Score -1.330516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 297883 members 
Entering Unmasked Estep 
Score: -13305165.000000 Penalty: 1147.108643
	Iteration 42Q: 3 clusters Score -1.330516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297882 members 
Entering Unmasked Estep 
Score: -13305161.000000 Penalty: 1147.108643
	Iteration 43Q: 3 clusters Score -1.330516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297882 members 
Entering Unmasked Estep 
Score: -13305161.000000 Penalty: 1147.108643
	Iteration 44F: 3 clusters Score -1.330516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Entering Unmasked Estep 
Score: -392526.250000 Penalty: 414.664185
	Iteration 0F: 2 clusters Score -392526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -386397.437500 Penalty: 829.328369
	Iteration 0F: 3 clusters Score -386397.4 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -388769.843750 Penalty: 829.328369
	Iteration 1F: 3 clusters Score -388769.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -388914.468750 Penalty: 829.328369
	Iteration 2Q: 3 clusters Score -388914.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -389096.437500 Penalty: 829.328369
	Iteration 3Q: 3 clusters Score -389096.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -389385.406250 Penalty: 829.328369
	Iteration 4F: 3 clusters Score -389385.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -389804.875000 Penalty: 829.328369
	Iteration 5F: 3 clusters Score -389804.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -390411.531250 Penalty: 829.328369
	Iteration 6F: 3 clusters Score -390411.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -391138.125000 Penalty: 829.328369
	Iteration 7F: 3 clusters Score -391138.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -391737.906250 Penalty: 829.328369
	Iteration 8F: 3 clusters Score -391737.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -392002.968750 Penalty: 829.328369
	Iteration 9Q: 3 clusters Score -392003 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -392092.781250 Penalty: 829.328369
	Iteration 10Q: 3 clusters Score -392092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -392139.812500 Penalty: 829.328369
	Iteration 11Q: 3 clusters Score -392139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -392157.906250 Penalty: 829.328369
	Iteration 12Q: 3 clusters Score -392157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -392165.343750 Penalty: 829.328369
	Iteration 13Q: 3 clusters Score -392165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -392166.187500 Penalty: 829.328369
	Iteration 14Q: 3 clusters Score -392166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -392166.187500 Penalty: 829.328369
	Iteration 15F: 3 clusters Score -392166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -5737.129883 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -5737.13 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 94 members 
Entering Unmasked Estep 
Score: -5497.217285 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -5497.217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5542.975586 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -5542.976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5547.547852 Penalty: 474.063232
	Iteration 2Q: 3 clusters Score -5547.548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5552.640137 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -5552.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5557.929199 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -5557.929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5559.749023 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -5559.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5561.316406 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -5561.316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5564.793945 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -5564.794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5566.931641 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -5566.932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5568.801270 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -5568.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5590.280762 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -5590.281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5591.178223 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -5591.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5591.178223 Penalty: 474.063232
	Iteration 12F: 3 clusters Score -5591.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Entering Unmasked Estep 
Score: -1722175.125000 Penalty: 480.990265
	Iteration 0F: 2 clusters Score -1722175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1696015.000000 Penalty: 961.980530
	Iteration 0F: 3 clusters Score -1696015 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1708190.500000 Penalty: 961.980530
	Iteration 1F: 3 clusters Score -1708190 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1710032.125000 Penalty: 961.980530
	Iteration 2F: 3 clusters Score -1710032 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1713048.125000 Penalty: 961.980530
	Iteration 3F: 3 clusters Score -1713048 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1716775.625000 Penalty: 961.980530
	Iteration 4F: 3 clusters Score -1716776 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1719750.875000 Penalty: 961.980530
	Iteration 5F: 3 clusters Score -1719751 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1721170.125000 Penalty: 961.980530
	Iteration 6Q: 3 clusters Score -1721170 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1721603.250000 Penalty: 961.980530
	Iteration 7Q: 3 clusters Score -1721603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1721705.125000 Penalty: 961.980530
	Iteration 8Q: 3 clusters Score -1721705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1721749.500000 Penalty: 961.980530
	Iteration 9Q: 3 clusters Score -1721750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1721760.000000 Penalty: 961.980530
	Iteration 10Q: 3 clusters Score -1721760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1721768.250000 Penalty: 961.980530
	Iteration 11Q: 3 clusters Score -1721768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1721770.500000 Penalty: 961.980530
	Iteration 12Q: 3 clusters Score -1721770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1721770.500000 Penalty: 961.980530
	Iteration 13F: 3 clusters Score -1721770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Entering Unmasked Estep 
Score: -3749295.500000 Penalty: 516.160522
	Iteration 0F: 2 clusters Score -3749296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -3692209.500000 Penalty: 1032.321045
	Iteration 0F: 3 clusters Score -3692210 nChanged 41107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -3716934.500000 Penalty: 1032.321045
	Iteration 1F: 3 clusters Score -3716934 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -3717835.500000 Penalty: 1032.321045
	Iteration 2Q: 3 clusters Score -3717836 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -3718878.500000 Penalty: 1032.321045
	Iteration 3Q: 3 clusters Score -3718878 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -3720169.250000 Penalty: 1032.321045
	Iteration 4Q: 3 clusters Score -3720169 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -3721934.000000 Penalty: 1032.321045
	Iteration 5Q: 3 clusters Score -3721934 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -3724420.250000 Penalty: 1032.321045
	Iteration 6F: 3 clusters Score -3724420 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -3727965.000000 Penalty: 1032.321045
	Iteration 7F: 3 clusters Score -3727965 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -3732107.500000 Penalty: 1032.321045
	Iteration 8F: 3 clusters Score -3732108 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -3735821.250000 Penalty: 1032.321045
	Iteration 9F: 3 clusters Score -3735821 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -3738485.000000 Penalty: 1032.321045
	Iteration 10Q: 3 clusters Score -3738485 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -3740264.000000 Penalty: 1032.321045
	Iteration 11Q: 3 clusters Score -3740264 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -3741644.000000 Penalty: 1032.321045
	Iteration 12Q: 3 clusters Score -3741644 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -3742764.500000 Penalty: 1032.321045
	Iteration 13Q: 3 clusters Score -3742764 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -3743752.000000 Penalty: 1032.321045
	Iteration 14Q: 3 clusters Score -3743752 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -3744649.750000 Penalty: 1032.321045
	Iteration 15Q: 3 clusters Score -3744650 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -3745377.000000 Penalty: 1032.321045
	Iteration 16Q: 3 clusters Score -3745377 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -3745971.750000 Penalty: 1032.321045
	Iteration 17Q: 3 clusters Score -3745972 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -3746409.000000 Penalty: 1032.321045
	Iteration 18Q: 3 clusters Score -3746409 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -3746743.500000 Penalty: 1032.321045
	Iteration 19Q: 3 clusters Score -3746744 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -3747012.750000 Penalty: 1032.321045
	Iteration 20F: 3 clusters Score -3747013 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -3747216.500000 Penalty: 1032.321045
	Iteration 21Q: 3 clusters Score -3747216 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -3747381.250000 Penalty: 1032.321045
	Iteration 22Q: 3 clusters Score -3747381 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -3747516.250000 Penalty: 1032.321045
	Iteration 23Q: 3 clusters Score -3747516 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -3747638.750000 Penalty: 1032.321045
	Iteration 24Q: 3 clusters Score -3747639 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -3747765.000000 Penalty: 1032.321045
	Iteration 25Q: 3 clusters Score -3747765 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -3747886.500000 Penalty: 1032.321045
	Iteration 26Q: 3 clusters Score -3747886 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -3748000.500000 Penalty: 1032.321045
	Iteration 27Q: 3 clusters Score -3748000 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -3748095.000000 Penalty: 1032.321045
	Iteration 28Q: 3 clusters Score -3748095 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -3748181.000000 Penalty: 1032.321045
	Iteration 29Q: 3 clusters Score -3748181 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -3748243.750000 Penalty: 1032.321045
	Iteration 30Q: 3 clusters Score -3748244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -3748305.750000 Penalty: 1032.321045
	Iteration 31Q: 3 clusters Score -3748306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -3748354.500000 Penalty: 1032.321045
	Iteration 32Q: 3 clusters Score -3748354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -3748401.000000 Penalty: 1032.321045
	Iteration 33Q: 3 clusters Score -3748401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -3748434.750000 Penalty: 1032.321045
	Iteration 34Q: 3 clusters Score -3748435 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -3748475.250000 Penalty: 1032.321045
	Iteration 35Q: 3 clusters Score -3748475 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -3748522.000000 Penalty: 1032.321045
	Iteration 36Q: 3 clusters Score -3748522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -3748562.750000 Penalty: 1032.321045
	Iteration 37Q: 3 clusters Score -3748563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -3748600.250000 Penalty: 1032.321045
	Iteration 38Q: 3 clusters Score -3748600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -3748624.000000 Penalty: 1032.321045
	Iteration 39Q: 3 clusters Score -3748624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -3748635.250000 Penalty: 1032.321045
	Iteration 40F: 3 clusters Score -3748635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -3748647.250000 Penalty: 1032.321045
	Iteration 41Q: 3 clusters Score -3748647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -3748671.250000 Penalty: 1032.321045
	Iteration 42Q: 3 clusters Score -3748671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -3748699.500000 Penalty: 1032.321045
	Iteration 43Q: 3 clusters Score -3748700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -3748719.500000 Penalty: 1032.321045
	Iteration 44Q: 3 clusters Score -3748720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -3748737.750000 Penalty: 1032.321045
	Iteration 45Q: 3 clusters Score -3748738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -3748755.750000 Penalty: 1032.321045
	Iteration 46Q: 3 clusters Score -3748756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -3748762.500000 Penalty: 1032.321045
	Iteration 47Q: 3 clusters Score -3748762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -3748770.500000 Penalty: 1032.321045
	Iteration 48Q: 3 clusters Score -3748770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -3748779.250000 Penalty: 1032.321045
	Iteration 49Q: 3 clusters Score -3748779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -3748783.000000 Penalty: 1032.321045
	Iteration 50Q: 3 clusters Score -3748783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -3748788.000000 Penalty: 1032.321045
	Iteration 51Q: 3 clusters Score -3748788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -3748796.250000 Penalty: 1032.321045
	Iteration 52Q: 3 clusters Score -3748796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -3748801.500000 Penalty: 1032.321045
	Iteration 53Q: 3 clusters Score -3748802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -3748806.750000 Penalty: 1032.321045
	Iteration 54Q: 3 clusters Score -3748807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -3748810.500000 Penalty: 1032.321045
	Iteration 55Q: 3 clusters Score -3748810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -3748817.750000 Penalty: 1032.321045
	Iteration 56Q: 3 clusters Score -3748818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -3748828.000000 Penalty: 1032.321045
	Iteration 57Q: 3 clusters Score -3748828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -3748836.000000 Penalty: 1032.321045
	Iteration 58Q: 3 clusters Score -3748836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -3748840.750000 Penalty: 1032.321045
	Iteration 59Q: 3 clusters Score -3748841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -3748838.750000 Penalty: 1032.321045
	Iteration 60F: 3 clusters Score -3748839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -3748837.750000 Penalty: 1032.321045
	Iteration 61Q: 3 clusters Score -3748838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -3748845.000000 Penalty: 1032.321045
	Iteration 62Q: 3 clusters Score -3748845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -3748846.500000 Penalty: 1032.321045
	Iteration 63Q: 3 clusters Score -3748846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -3748859.000000 Penalty: 1032.321045
	Iteration 64Q: 3 clusters Score -3748859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -3748859.250000 Penalty: 1032.321045
	Iteration 65Q: 3 clusters Score -3748859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -3748871.250000 Penalty: 1032.321045
	Iteration 66Q: 3 clusters Score -3748871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -3748879.250000 Penalty: 1032.321045
	Iteration 67Q: 3 clusters Score -3748879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -3748877.500000 Penalty: 1032.321045
	Iteration 68Q: 3 clusters Score -3748878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -3748880.750000 Penalty: 1032.321045
	Iteration 69Q: 3 clusters Score -3748881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -3748884.250000 Penalty: 1032.321045
	Iteration 70Q: 3 clusters Score -3748884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -3748888.750000 Penalty: 1032.321045
	Iteration 71Q: 3 clusters Score -3748889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -3748895.000000 Penalty: 1032.321045
	Iteration 72Q: 3 clusters Score -3748895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -3748894.500000 Penalty: 1032.321045
	Iteration 73Q: 3 clusters Score -3748894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -3748895.750000 Penalty: 1032.321045
	Iteration 74Q: 3 clusters Score -3748896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -3748892.500000 Penalty: 1032.321045
	Iteration 75Q: 3 clusters Score -3748892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -3748891.250000 Penalty: 1032.321045
	Iteration 76Q: 3 clusters Score -3748891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -3748889.500000 Penalty: 1032.321045
	Iteration 77Q: 3 clusters Score -3748890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -3748891.250000 Penalty: 1032.321045
	Iteration 78Q: 3 clusters Score -3748891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -3748894.750000 Penalty: 1032.321045
	Iteration 79Q: 3 clusters Score -3748895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -3748894.250000 Penalty: 1032.321045
	Iteration 80F: 3 clusters Score -3748894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -3748892.750000 Penalty: 1032.321045
	Iteration 81Q: 3 clusters Score -3748893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -3748893.000000 Penalty: 1032.321045
	Iteration 82Q: 3 clusters Score -3748893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -3748894.000000 Penalty: 1032.321045
	Iteration 83Q: 3 clusters Score -3748894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -3748893.500000 Penalty: 1032.321045
	Iteration 84Q: 3 clusters Score -3748894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -3748893.750000 Penalty: 1032.321045
	Iteration 85Q: 3 clusters Score -3748894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -3748893.750000 Penalty: 1032.321045
	Iteration 86Q: 3 clusters Score -3748894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -3748893.000000 Penalty: 1032.321045
	Iteration 87Q: 3 clusters Score -3748893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -3748894.250000 Penalty: 1032.321045
	Iteration 88Q: 3 clusters Score -3748894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -3748895.000000 Penalty: 1032.321045
	Iteration 89Q: 3 clusters Score -3748895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -3748896.750000 Penalty: 1032.321045
	Iteration 90Q: 3 clusters Score -3748897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -3748900.500000 Penalty: 1032.321045
	Iteration 91Q: 3 clusters Score -3748900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -3748896.500000 Penalty: 1032.321045
	Iteration 92Q: 3 clusters Score -3748896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -3748898.750000 Penalty: 1032.321045
	Iteration 93Q: 3 clusters Score -3748899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -3748892.750000 Penalty: 1032.321045
	Iteration 94Q: 3 clusters Score -3748893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -3748895.500000 Penalty: 1032.321045
	Iteration 95Q: 3 clusters Score -3748896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -3748896.500000 Penalty: 1032.321045
	Iteration 96Q: 3 clusters Score -3748896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -3748894.500000 Penalty: 1032.321045
	Iteration 97Q: 3 clusters Score -3748894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -3748894.500000 Penalty: 1032.321045
	Iteration 98F: 3 clusters Score -3748894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283212 members 
Mstep: Class 2 contains 25028 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40255 members 
Mstep: Class 5 contains 42138 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 173880 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19132 members 
Mstep: Class 15 contains 298221 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38996 members 
Mstep: Class 19 contains 84473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955008.000000 Penalty: 12038.316406
Iteration 399Q: 20 clusters Score -4.695501e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282635 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40266 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 9620 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 65686 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 173386 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19114 members 
Mstep: Class 15 contains 299422 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39010 members 
Mstep: Class 19 contains 84897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954560.000000 Penalty: 12038.316406
Iteration 400F: 20 clusters Score -4.695456e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282178 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40279 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4528 members 
Mstep: Class 9 contains 65085 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172843 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19100 members 
Mstep: Class 15 contains 300580 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39020 members 
Mstep: Class 19 contains 85290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953984.000000 Penalty: 12038.316406
Iteration 401Q: 20 clusters Score -4.695398e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281839 members 
Mstep: Class 2 contains 25016 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40296 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 9665 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 64500 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 172190 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19087 members 
Mstep: Class 15 contains 301722 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39027 members 
Mstep: Class 19 contains 85685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953448.000000 Penalty: 12038.316406
Iteration 402Q: 20 clusters Score -4.695345e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281679 members 
Mstep: Class 2 contains 25009 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40300 members 
Mstep: Class 5 contains 42190 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 4531 members 
Mstep: Class 9 contains 63872 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 171397 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19080 members 
Mstep: Class 15 contains 302882 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39035 members 
Mstep: Class 19 contains 86075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 20 clusters Score -4.6953e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281601 members 
Mstep: Class 2 contains 24998 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40302 members 
Mstep: Class 5 contains 42204 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 63259 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 170520 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19070 members 
Mstep: Class 15 contains 304093 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39050 members 
Mstep: Class 19 contains 86408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 20 clusters Score -4.695267e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281672 members 
Mstep: Class 2 contains 24995 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40307 members 
Mstep: Class 5 contains 42214 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 62672 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 169557 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19063 members 
Mstep: Class 15 contains 305234 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39036 members 
Mstep: Class 19 contains 86754 members 
Entering Unmasked Estep 
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Iteration 405Q: 20 clusters Score -4.695235e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 281881 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40311 members 
Mstep: Class 5 contains 42229 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 62077 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 168538 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 19052 members 
Mstep: Class 15 contains 306345 members 
Mstep: Class 16 contains 9084 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39028 members 
Mstep: Class 19 contains 87056 members 
Entering Unmasked Estep 
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Iteration 406Q: 20 clusters Score -4.695209e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282172 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40314 members 
Mstep: Class 5 contains 42234 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 15062 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 61542 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 167505 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 19045 members 
Mstep: Class 15 contains 307346 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 39006 members 
Mstep: Class 19 contains 87338 members 
Entering Unmasked Estep 
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Iteration 407Q: 20 clusters Score -4.695145e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 282579 members 
Mstep: Class 2 contains 24989 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 42239 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 61025 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 166392 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 19041 members 
Mstep: Class 15 contains 308337 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38966 members 
Mstep: Class 19 contains 87609 members 
Entering Unmasked Estep 
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Iteration 408Q: 20 clusters Score -4.695119e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283057 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40306 members 
Mstep: Class 5 contains 42250 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 60506 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 165174 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19036 members 
Mstep: Class 15 contains 309410 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38919 members 
Mstep: Class 19 contains 87831 members 
Entering Unmasked Estep 
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Iteration 409Q: 20 clusters Score -4.695085e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 283632 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40298 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 60025 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 163919 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 310403 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38875 members 
Mstep: Class 19 contains 88037 members 
Entering Unmasked Estep 
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Iteration 410Q: 20 clusters Score -4.695039e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 284448 members 
Mstep: Class 2 contains 24993 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 6 contains 9749 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 59566 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 162629 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19023 members 
Mstep: Class 15 contains 311203 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38829 members 
Mstep: Class 19 contains 88213 members 
Entering Unmasked Estep 
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Iteration 411Q: 20 clusters Score -4.695011e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 285441 members 
Mstep: Class 2 contains 24995 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40285 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 59154 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 161307 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 311865 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38779 members 
Mstep: Class 19 contains 88354 members 
Entering Unmasked Estep 
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Iteration 412Q: 20 clusters Score -4.694994e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 286617 members 
Mstep: Class 2 contains 24996 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 40278 members 
Mstep: Class 5 contains 42296 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 15064 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 58785 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 159935 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 312406 members 
Mstep: Class 16 contains 9080 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38734 members 
Mstep: Class 19 contains 88454 members 
Entering Unmasked Estep 
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Iteration 413Q: 20 clusters Score -4.694988e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 287950 members 
Mstep: Class 2 contains 24996 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40267 members 
Mstep: Class 5 contains 42304 members 
Mstep: Class 6 contains 9749 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 58470 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 158523 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 18994 members 
Mstep: Class 15 contains 312792 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38692 members 
Mstep: Class 19 contains 88522 members 
Entering Unmasked Estep 
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Iteration 414Q: 20 clusters Score -4.694961e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289473 members 
Mstep: Class 2 contains 24994 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 40258 members 
Mstep: Class 5 contains 42309 members 
Mstep: Class 6 contains 9745 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 58244 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 157108 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 18985 members 
Mstep: Class 15 contains 312955 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38642 members 
Mstep: Class 19 contains 88556 members 
Entering Unmasked Estep 
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Iteration 415Q: 20 clusters Score -4.694982e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291263 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40255 members 
Mstep: Class 5 contains 42318 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 58051 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 155689 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 18969 members 
Mstep: Class 15 contains 312812 members 
Mstep: Class 16 contains 9070 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38597 members 
Mstep: Class 19 contains 88586 members 
Entering Unmasked Estep 
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Iteration 416Q: 20 clusters Score -4.694999e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 293118 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40247 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 57958 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154356 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 18941 members 
Mstep: Class 15 contains 312462 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38551 members 
Mstep: Class 19 contains 88599 members 
Entering Unmasked Estep 
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Iteration 417Q: 20 clusters Score -4.695007e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295139 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40248 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 9720 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 57945 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153091 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18913 members 
Mstep: Class 15 contains 311817 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38495 members 
Mstep: Class 19 contains 88591 members 
Entering Unmasked Estep 
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Iteration 418Q: 20 clusters Score -4.69505e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 297197 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40256 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 57996 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151896 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18893 members 
Mstep: Class 15 contains 310970 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 38448 members 
Mstep: Class 19 contains 88602 members 
Entering Unmasked Estep 
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Iteration 419Q: 20 clusters Score -4.695122e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 299323 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40257 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 9677 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 58101 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 150860 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18855 members 
Mstep: Class 15 contains 309840 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38426 members 
Mstep: Class 19 contains 88622 members 
Entering Unmasked Estep 
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Iteration 420F: 20 clusters Score -4.695162e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301410 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40255 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 58316 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 149946 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18825 members 
Mstep: Class 15 contains 308556 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 88627 members 
Entering Unmasked Estep 
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Iteration 421Q: 20 clusters Score -4.695209e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303547 members 
Mstep: Class 2 contains 24992 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 42346 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 58679 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 149142 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18792 members 
Mstep: Class 15 contains 306991 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38308 members 
Mstep: Class 19 contains 88631 members 
Entering Unmasked Estep 
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Iteration 422Q: 20 clusters Score -4.69527e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305666 members 
Mstep: Class 2 contains 24995 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40239 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 59131 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 148496 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18763 members 
Mstep: Class 15 contains 305225 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38215 members 
Mstep: Class 19 contains 88643 members 
Entering Unmasked Estep 
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Iteration 423Q: 20 clusters Score -4.69532e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307622 members 
Mstep: Class 2 contains 24996 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40226 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 59593 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147967 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18729 members 
Mstep: Class 15 contains 303495 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 88644 members 
Entering Unmasked Estep 
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Iteration 424Q: 20 clusters Score -4.695377e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309404 members 
Mstep: Class 2 contains 24999 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40211 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 9570 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 60116 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147547 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 301758 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 38046 members 
Mstep: Class 19 contains 88645 members 
Entering Unmasked Estep 
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Iteration 425Q: 20 clusters Score -4.695426e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311051 members 
Mstep: Class 2 contains 25001 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40192 members 
Mstep: Class 5 contains 42355 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 60668 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147259 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18665 members 
Mstep: Class 15 contains 299986 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37965 members 
Mstep: Class 19 contains 88652 members 
Entering Unmasked Estep 
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Iteration 426Q: 20 clusters Score -4.695457e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312407 members 
Mstep: Class 2 contains 25004 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40188 members 
Mstep: Class 5 contains 42355 members 
Mstep: Class 6 contains 9530 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 61254 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147109 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18652 members 
Mstep: Class 15 contains 298326 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37879 members 
Mstep: Class 19 contains 88653 members 
Entering Unmasked Estep 
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Iteration 427Q: 20 clusters Score -4.695494e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313502 members 
Mstep: Class 2 contains 25006 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40175 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 61869 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147115 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18649 members 
Mstep: Class 15 contains 296751 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37784 members 
Mstep: Class 19 contains 88643 members 
Entering Unmasked Estep 
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Iteration 428Q: 20 clusters Score -4.695508e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314382 members 
Mstep: Class 2 contains 25008 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 42370 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 15080 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 62461 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147249 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 295261 members 
Mstep: Class 16 contains 8989 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37696 members 
Mstep: Class 19 contains 88633 members 
Entering Unmasked Estep 
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Iteration 429Q: 20 clusters Score -4.695549e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314991 members 
Mstep: Class 2 contains 25010 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40184 members 
Mstep: Class 5 contains 42376 members 
Mstep: Class 6 contains 9486 members 
Mstep: Class 7 contains 15078 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 63056 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147469 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 293947 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37606 members 
Mstep: Class 19 contains 88636 members 
Entering Unmasked Estep 
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Iteration 430Q: 20 clusters Score -4.695577e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315376 members 
Mstep: Class 2 contains 25014 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40181 members 
Mstep: Class 5 contains 42382 members 
Mstep: Class 6 contains 9474 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 63641 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 147790 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 292794 members 
Mstep: Class 16 contains 8958 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37516 members 
Mstep: Class 19 contains 88616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956048.000000 Penalty: 12038.316406
Iteration 431Q: 20 clusters Score -4.695605e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315488 members 
Mstep: Class 2 contains 25015 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40182 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 64286 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 148181 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 15 contains 291799 members 
Mstep: Class 16 contains 8948 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 37401 members 
Mstep: Class 19 contains 88615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956256.000000 Penalty: 12038.316406
Iteration 432Q: 20 clusters Score -4.695626e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315338 members 
Mstep: Class 2 contains 25016 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40184 members 
Mstep: Class 5 contains 42390 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 64936 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 148633 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18600 members 
Mstep: Class 15 contains 290981 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 37304 members 
Mstep: Class 19 contains 88611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956420.000000 Penalty: 12038.316406
Iteration 433Q: 20 clusters Score -4.695642e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 315014 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40183 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 65584 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 149128 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18581 members 
Mstep: Class 15 contains 290308 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 88600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956648.000000 Penalty: 12038.316406
Iteration 434Q: 20 clusters Score -4.695665e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 314552 members 
Mstep: Class 2 contains 25019 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 42389 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 66201 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 149697 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18562 members 
Mstep: Class 15 contains 289690 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 37142 members 
Mstep: Class 19 contains 88587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956612.000000 Penalty: 12038.316406
Iteration 435Q: 20 clusters Score -4.695661e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313989 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40194 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 9416 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 66741 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 150283 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18543 members 
Mstep: Class 15 contains 289227 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 37087 members 
Mstep: Class 19 contains 88559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956908.000000 Penalty: 12038.316406
Iteration 436Q: 20 clusters Score -4.695691e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 313343 members 
Mstep: Class 2 contains 25022 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40200 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 67234 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 150904 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18528 members 
Mstep: Class 15 contains 288847 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 37037 members 
Mstep: Class 19 contains 88539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956888.000000 Penalty: 12038.316406
Iteration 437Q: 20 clusters Score -4.695689e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312719 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40206 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 67633 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 151568 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18510 members 
Mstep: Class 15 contains 288508 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 36991 members 
Mstep: Class 19 contains 88509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957100.000000 Penalty: 12038.316406
Iteration 438Q: 20 clusters Score -4.69571e+07 nChanged 1845
Entering ConstructFrom: 
Score: -46957100.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (312048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312048 members 
Entering Unmasked Estep 
Score: -13739312.000000 Penalty: 575.616516
	Iteration 0F: 2 clusters Score -1.373931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -13527961.000000 Penalty: 1151.233032
	Iteration 0F: 3 clusters Score -1.352796e+07 nChanged 154306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 153596 members 
Entering Unmasked Estep 
Score: -13621635.000000 Penalty: 1151.233032
	Iteration 1F: 3 clusters Score -1.362164e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -13623237.000000 Penalty: 1151.233032
	Iteration 2Q: 3 clusters Score -1.362324e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -13625083.000000 Penalty: 1151.233032
	Iteration 3Q: 3 clusters Score -1.362508e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 152189 members 
Entering Unmasked Estep 
Score: -13627260.000000 Penalty: 1151.233032
	Iteration 4Q: 3 clusters Score -1.362726e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159488 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -13629603.000000 Penalty: 1151.233032
	Iteration 5Q: 3 clusters Score -1.36296e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -13632637.000000 Penalty: 1151.233032
	Iteration 6Q: 3 clusters Score -1.363264e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -13636350.000000 Penalty: 1151.233032
	Iteration 7Q: 3 clusters Score -1.363635e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -13641336.000000 Penalty: 1151.233032
	Iteration 8Q: 3 clusters Score -1.364134e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -13648477.000000 Penalty: 1151.233032
	Iteration 9Q: 3 clusters Score -1.364848e+07 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -13658313.000000 Penalty: 1151.233032
	Iteration 10F: 3 clusters Score -1.365831e+07 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -13669792.000000 Penalty: 1151.233032
	Iteration 11F: 3 clusters Score -1.366979e+07 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -13678752.000000 Penalty: 1151.233032
	Iteration 12F: 3 clusters Score -1.367875e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 177250 members 
Entering Unmasked Estep 
Score: -13682776.000000 Penalty: 1151.233032
	Iteration 13Q: 3 clusters Score -1.368278e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -13684033.000000 Penalty: 1151.233032
	Iteration 14Q: 3 clusters Score -1.368403e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 180687 members 
Entering Unmasked Estep 
Score: -13684407.000000 Penalty: 1151.233032
	Iteration 15Q: 3 clusters Score -1.368441e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 182577 members 
Entering Unmasked Estep 
Score: -13684679.000000 Penalty: 1151.233032
	Iteration 16Q: 3 clusters Score -1.368468e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127298 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -13684860.000000 Penalty: 1151.233032
	Iteration 17Q: 3 clusters Score -1.368486e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 187190 members 
Entering Unmasked Estep 
Score: -13685127.000000 Penalty: 1151.233032
	Iteration 18Q: 3 clusters Score -1.368513e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122197 members 
Mstep: Class 2 contains 189851 members 
Entering Unmasked Estep 
Score: -13685467.000000 Penalty: 1151.233032
	Iteration 19Q: 3 clusters Score -1.368547e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -13685730.000000 Penalty: 1151.233032
	Iteration 20F: 3 clusters Score -1.368573e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116114 members 
Mstep: Class 2 contains 195934 members 
Entering Unmasked Estep 
Score: -13686113.000000 Penalty: 1151.233032
	Iteration 21Q: 3 clusters Score -1.368611e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 199356 members 
Entering Unmasked Estep 
Score: -13686606.000000 Penalty: 1151.233032
	Iteration 22Q: 3 clusters Score -1.368661e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 203162 members 
Entering Unmasked Estep 
Score: -13687272.000000 Penalty: 1151.233032
	Iteration 23Q: 3 clusters Score -1.368727e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 207308 members 
Entering Unmasked Estep 
Score: -13688037.000000 Penalty: 1151.233032
	Iteration 24Q: 3 clusters Score -1.368804e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 211839 members 
Entering Unmasked Estep 
Score: -13688934.000000 Penalty: 1151.233032
	Iteration 25Q: 3 clusters Score -1.368893e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 216753 members 
Entering Unmasked Estep 
Score: -13689896.000000 Penalty: 1151.233032
	Iteration 26Q: 3 clusters Score -1.36899e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 221972 members 
Entering Unmasked Estep 
Score: -13691196.000000 Penalty: 1151.233032
	Iteration 27Q: 3 clusters Score -1.36912e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 227552 members 
Entering Unmasked Estep 
Score: -13692624.000000 Penalty: 1151.233032
	Iteration 28Q: 3 clusters Score -1.369262e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 233595 members 
Entering Unmasked Estep 
Score: -13694327.000000 Penalty: 1151.233032
	Iteration 29Q: 3 clusters Score -1.369433e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 239904 members 
Entering Unmasked Estep 
Score: -13696435.000000 Penalty: 1151.233032
	Iteration 30Q: 3 clusters Score -1.369644e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 246586 members 
Entering Unmasked Estep 
Score: -13698761.000000 Penalty: 1151.233032
	Iteration 31Q: 3 clusters Score -1.369876e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 253606 members 
Entering Unmasked Estep 
Score: -13701573.000000 Penalty: 1151.233032
	Iteration 32Q: 3 clusters Score -1.370157e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 260967 members 
Entering Unmasked Estep 
Score: -13704848.000000 Penalty: 1151.233032
	Iteration 33Q: 3 clusters Score -1.370485e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 268490 members 
Entering Unmasked Estep 
Score: -13708716.000000 Penalty: 1151.233032
	Iteration 34Q: 3 clusters Score -1.370872e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 275960 members 
Entering Unmasked Estep 
Score: -13712842.000000 Penalty: 1151.233032
	Iteration 35Q: 3 clusters Score -1.371284e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 283110 members 
Entering Unmasked Estep 
Score: -13717290.000000 Penalty: 1151.233032
	Iteration 36Q: 3 clusters Score -1.371729e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 289765 members 
Entering Unmasked Estep 
Score: -13722070.000000 Penalty: 1151.233032
	Iteration 37Q: 3 clusters Score -1.372207e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 295708 members 
Entering Unmasked Estep 
Score: -13726284.000000 Penalty: 1151.233032
	Iteration 38Q: 3 clusters Score -1.372628e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 300910 members 
Entering Unmasked Estep 
Score: -13730180.000000 Penalty: 1151.233032
	Iteration 39Q: 3 clusters Score -1.373018e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 305057 members 
Entering Unmasked Estep 
Score: -13733479.000000 Penalty: 1151.233032
	Iteration 40F: 3 clusters Score -1.373348e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 308181 members 
Entering Unmasked Estep 
Score: -13736071.000000 Penalty: 1151.233032
	Iteration 41Q: 3 clusters Score -1.373607e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 310141 members 
Entering Unmasked Estep 
Score: -13737529.000000 Penalty: 1151.233032
	Iteration 42Q: 3 clusters Score -1.373753e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 311160 members 
Entering Unmasked Estep 
Score: -13738267.000000 Penalty: 1151.233032
	Iteration 43Q: 3 clusters Score -1.373827e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 311602 members 
Entering Unmasked Estep 
Score: -13738574.000000 Penalty: 1151.233032
	Iteration 44Q: 3 clusters Score -1.373857e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 311776 members 
Entering Unmasked Estep 
Score: -13738712.000000 Penalty: 1151.233032
	Iteration 45Q: 3 clusters Score -1.373871e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 311849 members 
Entering Unmasked Estep 
Score: -13738734.000000 Penalty: 1151.233032
	Iteration 46Q: 3 clusters Score -1.373873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 311884 members 
Entering Unmasked Estep 
Score: -13738767.000000 Penalty: 1151.233032
	Iteration 47Q: 3 clusters Score -1.373877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 311902 members 
Entering Unmasked Estep 
Score: -13738786.000000 Penalty: 1151.233032
	Iteration 48Q: 3 clusters Score -1.373879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 311913 members 
Entering Unmasked Estep 
Score: -13738801.000000 Penalty: 1151.233032
	Iteration 49Q: 3 clusters Score -1.37388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 311919 members 
Entering Unmasked Estep 
Score: -13738812.000000 Penalty: 1151.233032
	Iteration 50Q: 3 clusters Score -1.373881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 311925 members 
Entering Unmasked Estep 
Score: -13738826.000000 Penalty: 1151.233032
	Iteration 51Q: 3 clusters Score -1.373883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 311928 members 
Entering Unmasked Estep 
Score: -13738830.000000 Penalty: 1151.233032
	Iteration 52Q: 3 clusters Score -1.373883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 311927 members 
Entering Unmasked Estep 
Score: -13738831.000000 Penalty: 1151.233032
	Iteration 53Q: 3 clusters Score -1.373883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 311929 members 
Entering Unmasked Estep 
Score: -13738835.000000 Penalty: 1151.233032
	Iteration 54Q: 3 clusters Score -1.373884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 311930 members 
Entering Unmasked Estep 
Score: -13738833.000000 Penalty: 1151.233032
	Iteration 55Q: 3 clusters Score -1.373883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 311930 members 
Entering Unmasked Estep 
Score: -13738834.000000 Penalty: 1151.233032
	Iteration 56F: 3 clusters Score -1.373883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 311929 members 
Entering Unmasked Estep 
Score: -13738838.000000 Penalty: 1151.233032
	Iteration 57Q: 3 clusters Score -1.373884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 311930 members 
Entering Unmasked Estep 
Score: -13738835.000000 Penalty: 1151.233032
	Iteration 58Q: 3 clusters Score -1.373884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 311932 members 
Entering Unmasked Estep 
Score: -13738838.000000 Penalty: 1151.233032
	Iteration 59Q: 3 clusters Score -1.373884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 311934 members 
Entering Unmasked Estep 
Score: -13738836.000000 Penalty: 1151.233032
	Iteration 60F: 3 clusters Score -1.373884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 311936 members 
Entering Unmasked Estep 
Score: -13738843.000000 Penalty: 1151.233032
	Iteration 61Q: 3 clusters Score -1.373884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 311937 members 
Entering Unmasked Estep 
Score: -13738841.000000 Penalty: 1151.233032
	Iteration 62Q: 3 clusters Score -1.373884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 311937 members 
Entering Unmasked Estep 
Score: -13738841.000000 Penalty: 1151.233032
	Iteration 63F: 3 clusters Score -1.373884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Entering Unmasked Estep 
Score: -1078967.500000 Penalty: 460.808990
	Iteration 0F: 2 clusters Score -1078968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1062361.250000 Penalty: 921.617981
	Iteration 0F: 3 clusters Score -1062361 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1068790.250000 Penalty: 921.617981
	Iteration 1F: 3 clusters Score -1068790 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1069035.000000 Penalty: 921.617981
	Iteration 2Q: 3 clusters Score -1069035 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1069359.250000 Penalty: 921.617981
	Iteration 3Q: 3 clusters Score -1069359 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1069927.500000 Penalty: 921.617981
	Iteration 4F: 3 clusters Score -1069928 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1070927.875000 Penalty: 921.617981
	Iteration 5F: 3 clusters Score -1070928 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1072650.625000 Penalty: 921.617981
	Iteration 6F: 3 clusters Score -1072651 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1074941.250000 Penalty: 921.617981
	Iteration 7F: 3 clusters Score -1074941 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1076911.625000 Penalty: 921.617981
	Iteration 8F: 3 clusters Score -1076912 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1078017.750000 Penalty: 921.617981
	Iteration 9Q: 3 clusters Score -1078018 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1078391.500000 Penalty: 921.617981
	Iteration 10Q: 3 clusters Score -1078392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1078498.000000 Penalty: 921.617981
	Iteration 11Q: 3 clusters Score -1078498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1078532.125000 Penalty: 921.617981
	Iteration 12Q: 3 clusters Score -1078532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1078546.375000 Penalty: 921.617981
	Iteration 13Q: 3 clusters Score -1078546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1078550.875000 Penalty: 921.617981
	Iteration 14Q: 3 clusters Score -1078551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1078557.125000 Penalty: 921.617981
	Iteration 15Q: 3 clusters Score -1078557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1078557.125000 Penalty: 921.617981
	Iteration 16F: 3 clusters Score -1078557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -34185.746094 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -34185.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -33429.203125 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -33429.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -33722.414062 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -33722.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33807.578125 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -33807.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -33862.234375 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -33862.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33904.832031 Penalty: 623.168457
	Iteration 4F: 3 clusters Score -33904.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33945.332031 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -33945.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33977.996094 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -33978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34003.351562 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -34003.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34024.332031 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -34024.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34048.273438 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -34048.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34074.378906 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -34074.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34095.632812 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -34095.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34104.855469 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -34104.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34118.906250 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -34118.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34126.308594 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -34126.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34128.902344 Penalty: 623.168457
	Iteration 15Q: 3 clusters Score -34128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34134.074219 Penalty: 623.168457
	Iteration 16Q: 3 clusters Score -34134.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34139.984375 Penalty: 623.168457
	Iteration 17Q: 3 clusters Score -34139.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34146.882812 Penalty: 623.168457
	Iteration 18Q: 3 clusters Score -34146.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34155.347656 Penalty: 623.168457
	Iteration 19Q: 3 clusters Score -34155.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34159.703125 Penalty: 623.168457
	Iteration 20F: 3 clusters Score -34159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34163.050781 Penalty: 623.168457
	Iteration 21Q: 3 clusters Score -34163.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -34165.296875 Penalty: 623.168457
	Iteration 22Q: 3 clusters Score -34165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34165.800781 Penalty: 623.168457
	Iteration 23Q: 3 clusters Score -34165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34166.597656 Penalty: 623.168457
	Iteration 24Q: 3 clusters Score -34166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34167.019531 Penalty: 623.168457
	Iteration 25Q: 3 clusters Score -34167.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34167.019531 Penalty: 623.168457
	Iteration 26F: 3 clusters Score -34167.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Entering Unmasked Estep 
Score: -1630794.625000 Penalty: 482.393036
	Iteration 0F: 2 clusters Score -1630795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1603781.125000 Penalty: 964.786072
	Iteration 0F: 3 clusters Score -1603781 nChanged 19397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1615374.875000 Penalty: 964.786072
	Iteration 1F: 3 clusters Score -1615375 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1616318.250000 Penalty: 964.786072
	Iteration 2F: 3 clusters Score -1616318 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1617868.000000 Penalty: 964.786072
	Iteration 3F: 3 clusters Score -1617868 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1620396.125000 Penalty: 964.786072
	Iteration 4F: 3 clusters Score -1620396 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1623844.125000 Penalty: 964.786072
	Iteration 5F: 3 clusters Score -1623844 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1627016.250000 Penalty: 964.786072
	Iteration 6F: 3 clusters Score -1627016 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1629039.500000 Penalty: 964.786072
	Iteration 7F: 3 clusters Score -1629040 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1629927.250000 Penalty: 964.786072
	Iteration 8Q: 3 clusters Score -1629927 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1630229.500000 Penalty: 964.786072
	Iteration 9Q: 3 clusters Score -1630230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1630315.000000 Penalty: 964.786072
	Iteration 10Q: 3 clusters Score -1630315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1630351.375000 Penalty: 964.786072
	Iteration 11Q: 3 clusters Score -1630351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1630358.625000 Penalty: 964.786072
	Iteration 12Q: 3 clusters Score -1630359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1630361.875000 Penalty: 964.786072
	Iteration 13Q: 3 clusters Score -1630362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1630365.625000 Penalty: 964.786072
	Iteration 14Q: 3 clusters Score -1630366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1630368.125000 Penalty: 964.786072
	Iteration 15Q: 3 clusters Score -1630368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1630369.500000 Penalty: 964.786072
	Iteration 16Q: 3 clusters Score -1630370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1630371.000000 Penalty: 964.786072
	Iteration 17Q: 3 clusters Score -1630371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1630373.250000 Penalty: 964.786072
	Iteration 18Q: 3 clusters Score -1630373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1630374.500000 Penalty: 964.786072
	Iteration 19Q: 3 clusters Score -1630374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1630374.500000 Penalty: 964.786072
	Iteration 20F: 3 clusters Score -1630374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Entering Unmasked Estep 
Score: -1864731.250000 Penalty: 484.770203
	Iteration 0F: 2 clusters Score -1864731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1836231.250000 Penalty: 969.540405
	Iteration 0F: 3 clusters Score -1836231 nChanged 20553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1848690.125000 Penalty: 969.540405
	Iteration 1F: 3 clusters Score -1848690 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1849664.500000 Penalty: 969.540405
	Iteration 2F: 3 clusters Score -1849664 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -1851332.375000 Penalty: 969.540405
	Iteration 3F: 3 clusters Score -1851332 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -1853895.500000 Penalty: 969.540405
	Iteration 4F: 3 clusters Score -1853896 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -1857149.625000 Penalty: 969.540405
	Iteration 5F: 3 clusters Score -1857150 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -1860171.125000 Penalty: 969.540405
	Iteration 6F: 3 clusters Score -1860171 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -1862179.875000 Penalty: 969.540405
	Iteration 7Q: 3 clusters Score -1862180 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -1863295.875000 Penalty: 969.540405
	Iteration 8Q: 3 clusters Score -1863296 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -1863824.000000 Penalty: 969.540405
	Iteration 9Q: 3 clusters Score -1863824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -1864103.000000 Penalty: 969.540405
	Iteration 10Q: 3 clusters Score -1864103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -1864280.750000 Penalty: 969.540405
	Iteration 11Q: 3 clusters Score -1864281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -1864347.875000 Penalty: 969.540405
	Iteration 12Q: 3 clusters Score -1864348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -1864367.750000 Penalty: 969.540405
	Iteration 13Q: 3 clusters Score -1864368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -1864388.125000 Penalty: 969.540405
	Iteration 14Q: 3 clusters Score -1864388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -1864415.375000 Penalty: 969.540405
	Iteration 15Q: 3 clusters Score -1864415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -1864435.000000 Penalty: 969.540405
	Iteration 16Q: 3 clusters Score -1864435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -1864444.000000 Penalty: 969.540405
	Iteration 17Q: 3 clusters Score -1864444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -1864451.000000 Penalty: 969.540405
	Iteration 18Q: 3 clusters Score -1864451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -1864451.875000 Penalty: 969.540405
	Iteration 19Q: 3 clusters Score -1864452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -1864454.625000 Penalty: 969.540405
	Iteration 20F: 3 clusters Score -1864455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -1864454.000000 Penalty: 969.540405
	Iteration 21Q: 3 clusters Score -1864454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -1864454.000000 Penalty: 969.540405
	Iteration 22F: 3 clusters Score -1864454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -406978.187500 Penalty: 416.167938
	Iteration 0F: 2 clusters Score -406978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -400796.093750 Penalty: 832.335876
	Iteration 0F: 3 clusters Score -400796.1 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -403250.218750 Penalty: 832.335876
	Iteration 1F: 3 clusters Score -403250.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -403557.593750 Penalty: 832.335876
	Iteration 2F: 3 clusters Score -403557.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -403939.187500 Penalty: 832.335876
	Iteration 3F: 3 clusters Score -403939.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -404368.093750 Penalty: 832.335876
	Iteration 4F: 3 clusters Score -404368.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -404828.187500 Penalty: 832.335876
	Iteration 5F: 3 clusters Score -404828.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -405268.656250 Penalty: 832.335876
	Iteration 6F: 3 clusters Score -405268.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -405577.937500 Penalty: 832.335876
	Iteration 7Q: 3 clusters Score -405577.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -405778.218750 Penalty: 832.335876
	Iteration 8Q: 3 clusters Score -405778.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405928.656250 Penalty: 832.335876
	Iteration 9Q: 3 clusters Score -405928.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -406060.375000 Penalty: 832.335876
	Iteration 10Q: 3 clusters Score -406060.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -406187.250000 Penalty: 832.335876
	Iteration 11Q: 3 clusters Score -406187.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -406302.906250 Penalty: 832.335876
	Iteration 12Q: 3 clusters Score -406302.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -406395.375000 Penalty: 832.335876
	Iteration 13Q: 3 clusters Score -406395.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -406483.937500 Penalty: 832.335876
	Iteration 14Q: 3 clusters Score -406483.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -406563.562500 Penalty: 832.335876
	Iteration 15Q: 3 clusters Score -406563.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -406618.593750 Penalty: 832.335876
	Iteration 16Q: 3 clusters Score -406618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -406656.937500 Penalty: 832.335876
	Iteration 17Q: 3 clusters Score -406656.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -406681.187500 Penalty: 832.335876
	Iteration 18Q: 3 clusters Score -406681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -406699.125000 Penalty: 832.335876
	Iteration 19Q: 3 clusters Score -406699.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -406711.343750 Penalty: 832.335876
	Iteration 20F: 3 clusters Score -406711.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -406721.687500 Penalty: 832.335876
	Iteration 21Q: 3 clusters Score -406721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -406727.625000 Penalty: 832.335876
	Iteration 22Q: 3 clusters Score -406727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -406732.906250 Penalty: 832.335876
	Iteration 23Q: 3 clusters Score -406732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -406736.000000 Penalty: 832.335876
	Iteration 24Q: 3 clusters Score -406736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -406741.531250 Penalty: 832.335876
	Iteration 25Q: 3 clusters Score -406741.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -406750.343750 Penalty: 832.335876
	Iteration 26Q: 3 clusters Score -406750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -406758.031250 Penalty: 832.335876
	Iteration 27Q: 3 clusters Score -406758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -406764.000000 Penalty: 832.335876
	Iteration 28Q: 3 clusters Score -406764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -406767.687500 Penalty: 832.335876
	Iteration 29Q: 3 clusters Score -406767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -406769.343750 Penalty: 832.335876
	Iteration 30Q: 3 clusters Score -406769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -406770.906250 Penalty: 832.335876
	Iteration 31Q: 3 clusters Score -406770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -406772.562500 Penalty: 832.335876
	Iteration 32Q: 3 clusters Score -406772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -406773.343750 Penalty: 832.335876
	Iteration 33Q: 3 clusters Score -406773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -406773.343750 Penalty: 832.335876
	Iteration 34F: 3 clusters Score -406773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -652701.500000 Penalty: 437.610077
	Iteration 0F: 2 clusters Score -652701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -642785.000000 Penalty: 875.220154
	Iteration 0F: 3 clusters Score -642785 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -647065.500000 Penalty: 875.220154
	Iteration 1F: 3 clusters Score -647065.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -647439.000000 Penalty: 875.220154
	Iteration 2F: 3 clusters Score -647439 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -647901.250000 Penalty: 875.220154
	Iteration 3F: 3 clusters Score -647901.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -648468.812500 Penalty: 875.220154
	Iteration 4F: 3 clusters Score -648468.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -649223.687500 Penalty: 875.220154
	Iteration 5F: 3 clusters Score -649223.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -650013.187500 Penalty: 875.220154
	Iteration 6F: 3 clusters Score -650013.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -650598.875000 Penalty: 875.220154
	Iteration 7Q: 3 clusters Score -650598.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -650994.812500 Penalty: 875.220154
	Iteration 8Q: 3 clusters Score -650994.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -651261.125000 Penalty: 875.220154
	Iteration 9Q: 3 clusters Score -651261.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -651450.125000 Penalty: 875.220154
	Iteration 10Q: 3 clusters Score -651450.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -651596.062500 Penalty: 875.220154
	Iteration 11Q: 3 clusters Score -651596.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -651717.000000 Penalty: 875.220154
	Iteration 12Q: 3 clusters Score -651717 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -651810.750000 Penalty: 875.220154
	Iteration 13Q: 3 clusters Score -651810.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -651907.375000 Penalty: 875.220154
	Iteration 14Q: 3 clusters Score -651907.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -651973.500000 Penalty: 875.220154
	Iteration 15Q: 3 clusters Score -651973.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -652025.375000 Penalty: 875.220154
	Iteration 16Q: 3 clusters Score -652025.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -652079.875000 Penalty: 875.220154
	Iteration 17Q: 3 clusters Score -652079.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -652118.500000 Penalty: 875.220154
	Iteration 18Q: 3 clusters Score -652118.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -652149.750000 Penalty: 875.220154
	Iteration 19Q: 3 clusters Score -652149.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -652180.687500 Penalty: 875.220154
	Iteration 20F: 3 clusters Score -652180.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -652201.875000 Penalty: 875.220154
	Iteration 21Q: 3 clusters Score -652201.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -652218.062500 Penalty: 875.220154
	Iteration 22Q: 3 clusters Score -652218.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -652229.937500 Penalty: 875.220154
	Iteration 23Q: 3 clusters Score -652229.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -652247.000000 Penalty: 875.220154
	Iteration 24Q: 3 clusters Score -652247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -652252.812500 Penalty: 875.220154
	Iteration 25Q: 3 clusters Score -652252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -652263.437500 Penalty: 875.220154
	Iteration 26Q: 3 clusters Score -652263.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -652274.562500 Penalty: 875.220154
	Iteration 27Q: 3 clusters Score -652274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -652281.937500 Penalty: 875.220154
	Iteration 28Q: 3 clusters Score -652281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -652286.562500 Penalty: 875.220154
	Iteration 29Q: 3 clusters Score -652286.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -652294.750000 Penalty: 875.220154
	Iteration 30Q: 3 clusters Score -652294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -652302.625000 Penalty: 875.220154
	Iteration 31Q: 3 clusters Score -652302.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -652305.875000 Penalty: 875.220154
	Iteration 32Q: 3 clusters Score -652305.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -652312.687500 Penalty: 875.220154
	Iteration 33Q: 3 clusters Score -652312.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -652317.625000 Penalty: 875.220154
	Iteration 34Q: 3 clusters Score -652317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -652320.437500 Penalty: 875.220154
	Iteration 35Q: 3 clusters Score -652320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -652323.625000 Penalty: 875.220154
	Iteration 36Q: 3 clusters Score -652323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -652324.625000 Penalty: 875.220154
	Iteration 37Q: 3 clusters Score -652324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -652328.187500 Penalty: 875.220154
	Iteration 38Q: 3 clusters Score -652328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -652334.375000 Penalty: 875.220154
	Iteration 39Q: 3 clusters Score -652334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -652339.375000 Penalty: 875.220154
	Iteration 40F: 3 clusters Score -652339.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -652342.312500 Penalty: 875.220154
	Iteration 41Q: 3 clusters Score -652342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -652346.000000 Penalty: 875.220154
	Iteration 42Q: 3 clusters Score -652346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -652348.625000 Penalty: 875.220154
	Iteration 43Q: 3 clusters Score -652348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -652349.312500 Penalty: 875.220154
	Iteration 44Q: 3 clusters Score -652349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -652349.312500 Penalty: 875.220154
	Iteration 45F: 3 clusters Score -652349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -186055.203125 Penalty: 381.942810
	Iteration 0F: 2 clusters Score -186055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -183024.156250 Penalty: 763.885620
	Iteration 0F: 3 clusters Score -183024.2 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -184112.453125 Penalty: 763.885620
	Iteration 1F: 3 clusters Score -184112.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -184305.171875 Penalty: 763.885620
	Iteration 2F: 3 clusters Score -184305.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -184593.015625 Penalty: 763.885620
	Iteration 3F: 3 clusters Score -184593 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -184931.937500 Penalty: 763.885620
	Iteration 4F: 3 clusters Score -184931.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185225.203125 Penalty: 763.885620
	Iteration 5F: 3 clusters Score -185225.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185462.421875 Penalty: 763.885620
	Iteration 6F: 3 clusters Score -185462.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -185632.625000 Penalty: 763.885620
	Iteration 7Q: 3 clusters Score -185632.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -185716.593750 Penalty: 763.885620
	Iteration 8Q: 3 clusters Score -185716.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -185758.031250 Penalty: 763.885620
	Iteration 9Q: 3 clusters Score -185758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -185795.921875 Penalty: 763.885620
	Iteration 10Q: 3 clusters Score -185795.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -185819.156250 Penalty: 763.885620
	Iteration 11Q: 3 clusters Score -185819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -185840.796875 Penalty: 763.885620
	Iteration 12Q: 3 clusters Score -185840.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -185856.093750 Penalty: 763.885620
	Iteration 13Q: 3 clusters Score -185856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -185869.125000 Penalty: 763.885620
	Iteration 14Q: 3 clusters Score -185869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -185877.593750 Penalty: 763.885620
	Iteration 15Q: 3 clusters Score -185877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -185883.546875 Penalty: 763.885620
	Iteration 16Q: 3 clusters Score -185883.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -185886.765625 Penalty: 763.885620
	Iteration 17Q: 3 clusters Score -185886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -185890.734375 Penalty: 763.885620
	Iteration 18Q: 3 clusters Score -185890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -185892.390625 Penalty: 763.885620
	Iteration 19Q: 3 clusters Score -185892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -185894.234375 Penalty: 763.885620
	Iteration 20F: 3 clusters Score -185894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -185894.296875 Penalty: 763.885620
	Iteration 21Q: 3 clusters Score -185894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -185894.296875 Penalty: 763.885620
	Iteration 22F: 3 clusters Score -185894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Entering Unmasked Estep 
Score: -3018063.500000 Penalty: 506.295166
	Iteration 0F: 2 clusters Score -3018064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -2972572.000000 Penalty: 1012.590332
	Iteration 0F: 3 clusters Score -2972572 nChanged 32915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2993616.750000 Penalty: 1012.590332
	Iteration 1F: 3 clusters Score -2993617 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -2995937.750000 Penalty: 1012.590332
	Iteration 2F: 3 clusters Score -2995938 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2999487.750000 Penalty: 1012.590332
	Iteration 3F: 3 clusters Score -2999488 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3003990.750000 Penalty: 1012.590332
	Iteration 4F: 3 clusters Score -3003991 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3008608.750000 Penalty: 1012.590332
	Iteration 5F: 3 clusters Score -3008609 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3012116.250000 Penalty: 1012.590332
	Iteration 6F: 3 clusters Score -3012116 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3014252.500000 Penalty: 1012.590332
	Iteration 7Q: 3 clusters Score -3014252 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3015426.250000 Penalty: 1012.590332
	Iteration 8Q: 3 clusters Score -3015426 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3016178.000000 Penalty: 1012.590332
	Iteration 9Q: 3 clusters Score -3016178 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3016633.000000 Penalty: 1012.590332
	Iteration 10Q: 3 clusters Score -3016633 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3016984.250000 Penalty: 1012.590332
	Iteration 11Q: 3 clusters Score -3016984 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3017206.750000 Penalty: 1012.590332
	Iteration 12Q: 3 clusters Score -3017207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3017341.250000 Penalty: 1012.590332
	Iteration 13Q: 3 clusters Score -3017341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3017428.000000 Penalty: 1012.590332
	Iteration 14Q: 3 clusters Score -3017428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3017483.500000 Penalty: 1012.590332
	Iteration 15Q: 3 clusters Score -3017484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3017533.250000 Penalty: 1012.590332
	Iteration 16Q: 3 clusters Score -3017533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3017568.000000 Penalty: 1012.590332
	Iteration 17Q: 3 clusters Score -3017568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3017579.750000 Penalty: 1012.590332
	Iteration 18Q: 3 clusters Score -3017580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3017596.250000 Penalty: 1012.590332
	Iteration 19Q: 3 clusters Score -3017596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3017604.250000 Penalty: 1012.590332
	Iteration 20F: 3 clusters Score -3017604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3017605.000000 Penalty: 1012.590332
	Iteration 21Q: 3 clusters Score -3017605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3017603.500000 Penalty: 1012.590332
	Iteration 22Q: 3 clusters Score -3017604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3017604.000000 Penalty: 1012.590332
	Iteration 23Q: 3 clusters Score -3017604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -3017603.000000 Penalty: 1012.590332
	Iteration 24Q: 3 clusters Score -3017603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3017603.500000 Penalty: 1012.590332
	Iteration 25Q: 3 clusters Score -3017604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3017603.500000 Penalty: 1012.590332
	Iteration 26F: 3 clusters Score -3017604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -91085.789062 Penalty: 349.363831
	Iteration 0F: 2 clusters Score -91085.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -89546.710938 Penalty: 698.727661
	Iteration 0F: 3 clusters Score -89546.71 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -90086.304688 Penalty: 698.727661
	Iteration 1F: 3 clusters Score -90086.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -90197.546875 Penalty: 698.727661
	Iteration 2F: 3 clusters Score -90197.55 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -90336.390625 Penalty: 698.727661
	Iteration 3F: 3 clusters Score -90336.39 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -90484.390625 Penalty: 698.727661
	Iteration 4F: 3 clusters Score -90484.39 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -90639.945312 Penalty: 698.727661
	Iteration 5F: 3 clusters Score -90639.95 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -90759.132812 Penalty: 698.727661
	Iteration 6F: 3 clusters Score -90759.13 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90865.273438 Penalty: 698.727661
	Iteration 7F: 3 clusters Score -90865.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90932.890625 Penalty: 698.727661
	Iteration 8Q: 3 clusters Score -90932.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -90970.804688 Penalty: 698.727661
	Iteration 9Q: 3 clusters Score -90970.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90996.789062 Penalty: 698.727661
	Iteration 10Q: 3 clusters Score -90996.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91009.390625 Penalty: 698.727661
	Iteration 11Q: 3 clusters Score -91009.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -91018.132812 Penalty: 698.727661
	Iteration 12Q: 3 clusters Score -91018.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -91021.554688 Penalty: 698.727661
	Iteration 13Q: 3 clusters Score -91021.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91025.500000 Penalty: 698.727661
	Iteration 14Q: 3 clusters Score -91025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -91028.828125 Penalty: 698.727661
	Iteration 15Q: 3 clusters Score -91028.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91030.585938 Penalty: 698.727661
	Iteration 16Q: 3 clusters Score -91030.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91030.960938 Penalty: 698.727661
	Iteration 17Q: 3 clusters Score -91030.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91032.023438 Penalty: 698.727661
	Iteration 18Q: 3 clusters Score -91032.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91032.429688 Penalty: 698.727661
	Iteration 19Q: 3 clusters Score -91032.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91032.429688 Penalty: 698.727661
	Iteration 20F: 3 clusters Score -91032.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -4143.153809 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4143.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3943.869873 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -3943.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4026.825195 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4026.825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4058.472168 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -4058.472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4078.578857 Penalty: 437.908783
	Iteration 3F: 3 clusters Score -4078.579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4085.129150 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4085.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4085.129150 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -4085.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Entering Unmasked Estep 
Score: -6803550.000000 Penalty: 542.961487
	Iteration 0F: 2 clusters Score -6803550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -6699894.500000 Penalty: 1085.922974
	Iteration 0F: 3 clusters Score -6699894 nChanged 74987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -6745806.500000 Penalty: 1085.922974
	Iteration 1F: 3 clusters Score -6745806 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -6746827.500000 Penalty: 1085.922974
	Iteration 2Q: 3 clusters Score -6746828 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -6747876.000000 Penalty: 1085.922974
	Iteration 3Q: 3 clusters Score -6747876 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -6749340.000000 Penalty: 1085.922974
	Iteration 4Q: 3 clusters Score -6749340 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -6751231.500000 Penalty: 1085.922974
	Iteration 5Q: 3 clusters Score -6751232 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -6753932.500000 Penalty: 1085.922974
	Iteration 6Q: 3 clusters Score -6753932 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -6758335.500000 Penalty: 1085.922974
	Iteration 7Q: 3 clusters Score -6758336 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -6764744.500000 Penalty: 1085.922974
	Iteration 8F: 3 clusters Score -6764744 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -6771581.000000 Penalty: 1085.922974
	Iteration 9F: 3 clusters Score -6771581 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -6775199.500000 Penalty: 1085.922974
	Iteration 10Q: 3 clusters Score -6775200 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -6776362.500000 Penalty: 1085.922974
	Iteration 11Q: 3 clusters Score -6776362 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -6776908.000000 Penalty: 1085.922974
	Iteration 12Q: 3 clusters Score -6776908 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -6777255.500000 Penalty: 1085.922974
	Iteration 13Q: 3 clusters Score -6777256 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -6777726.500000 Penalty: 1085.922974
	Iteration 14Q: 3 clusters Score -6777726 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -6778261.000000 Penalty: 1085.922974
	Iteration 15Q: 3 clusters Score -6778261 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -6778911.000000 Penalty: 1085.922974
	Iteration 16Q: 3 clusters Score -6778911 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -6779595.000000 Penalty: 1085.922974
	Iteration 17Q: 3 clusters Score -6779595 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -6780494.000000 Penalty: 1085.922974
	Iteration 18Q: 3 clusters Score -6780494 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -6781633.000000 Penalty: 1085.922974
	Iteration 19Q: 3 clusters Score -6781633 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 114798 members 
Entering Unmasked Estep 
Score: -6782838.500000 Penalty: 1085.922974
	Iteration 20F: 3 clusters Score -6782838 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -6784109.000000 Penalty: 1085.922974
	Iteration 21Q: 3 clusters Score -6784109 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -6785515.500000 Penalty: 1085.922974
	Iteration 22Q: 3 clusters Score -6785516 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -6787124.500000 Penalty: 1085.922974
	Iteration 23Q: 3 clusters Score -6787124 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -6788840.500000 Penalty: 1085.922974
	Iteration 24Q: 3 clusters Score -6788840 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -6790654.500000 Penalty: 1085.922974
	Iteration 25Q: 3 clusters Score -6790654 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 135567 members 
Entering Unmasked Estep 
Score: -6792475.500000 Penalty: 1085.922974
	Iteration 26Q: 3 clusters Score -6792476 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -6794269.000000 Penalty: 1085.922974
	Iteration 27Q: 3 clusters Score -6794269 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -6796001.500000 Penalty: 1085.922974
	Iteration 28Q: 3 clusters Score -6796002 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 143683 members 
Entering Unmasked Estep 
Score: -6797467.000000 Penalty: 1085.922974
	Iteration 29Q: 3 clusters Score -6797467 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -6798804.000000 Penalty: 1085.922974
	Iteration 30Q: 3 clusters Score -6798804 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -6799866.500000 Penalty: 1085.922974
	Iteration 31Q: 3 clusters Score -6799866 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -6800698.500000 Penalty: 1085.922974
	Iteration 32Q: 3 clusters Score -6800698 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 149456 members 
Entering Unmasked Estep 
Score: -6801355.500000 Penalty: 1085.922974
	Iteration 33Q: 3 clusters Score -6801356 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -6801829.000000 Penalty: 1085.922974
	Iteration 34Q: 3 clusters Score -6801829 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -6802167.500000 Penalty: 1085.922974
	Iteration 35Q: 3 clusters Score -6802168 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -6802452.500000 Penalty: 1085.922974
	Iteration 36Q: 3 clusters Score -6802452 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -6802622.500000 Penalty: 1085.922974
	Iteration 37Q: 3 clusters Score -6802622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -6802759.500000 Penalty: 1085.922974
	Iteration 38Q: 3 clusters Score -6802760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -6802866.500000 Penalty: 1085.922974
	Iteration 39Q: 3 clusters Score -6802866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -6802943.500000 Penalty: 1085.922974
	Iteration 40F: 3 clusters Score -6802944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -6802993.000000 Penalty: 1085.922974
	Iteration 41Q: 3 clusters Score -6802993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -6802997.500000 Penalty: 1085.922974
	Iteration 42Q: 3 clusters Score -6802998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -6803003.500000 Penalty: 1085.922974
	Iteration 43Q: 3 clusters Score -6803004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -6803022.500000 Penalty: 1085.922974
	Iteration 44Q: 3 clusters Score -6803022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -6803038.500000 Penalty: 1085.922974
	Iteration 45Q: 3 clusters Score -6803038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -6803050.000000 Penalty: 1085.922974
	Iteration 46Q: 3 clusters Score -6803050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -6803064.500000 Penalty: 1085.922974
	Iteration 47Q: 3 clusters Score -6803064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -6803065.500000 Penalty: 1085.922974
	Iteration 48Q: 3 clusters Score -6803066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152090 members 
Entering Unmasked Estep 
Score: -6803070.500000 Penalty: 1085.922974
	Iteration 49Q: 3 clusters Score -6803070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -6803078.500000 Penalty: 1085.922974
	Iteration 50Q: 3 clusters Score -6803078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -6803079.000000 Penalty: 1085.922974
	Iteration 51Q: 3 clusters Score -6803079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -6803087.000000 Penalty: 1085.922974
	Iteration 52Q: 3 clusters Score -6803087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -6803088.500000 Penalty: 1085.922974
	Iteration 53Q: 3 clusters Score -6803088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -6803085.000000 Penalty: 1085.922974
	Iteration 54Q: 3 clusters Score -6803085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -6803089.500000 Penalty: 1085.922974
	Iteration 55Q: 3 clusters Score -6803090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -6803089.500000 Penalty: 1085.922974
	Iteration 56F: 3 clusters Score -6803090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -114053.304688 Penalty: 358.507751
	Iteration 0F: 2 clusters Score -114053.3 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 1354 members 
Entering Unmasked Estep 
Score: -112176.820312 Penalty: 717.015503
	Iteration 0F: 3 clusters Score -112176.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -112833.664062 Penalty: 717.015503
	Iteration 1F: 3 clusters Score -112833.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -112969.289062 Penalty: 717.015503
	Iteration 2F: 3 clusters Score -112969.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -113090.734375 Penalty: 717.015503
	Iteration 3F: 3 clusters Score -113090.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -113226.804688 Penalty: 717.015503
	Iteration 4F: 3 clusters Score -113226.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -113384.664062 Penalty: 717.015503
	Iteration 5F: 3 clusters Score -113384.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -113511.851562 Penalty: 717.015503
	Iteration 6F: 3 clusters Score -113511.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -113611.789062 Penalty: 717.015503
	Iteration 7Q: 3 clusters Score -113611.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -113670.640625 Penalty: 717.015503
	Iteration 8Q: 3 clusters Score -113670.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -113703.359375 Penalty: 717.015503
	Iteration 9Q: 3 clusters Score -113703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -113732.093750 Penalty: 717.015503
	Iteration 10Q: 3 clusters Score -113732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -113748.445312 Penalty: 717.015503
	Iteration 11Q: 3 clusters Score -113748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -113755.640625 Penalty: 717.015503
	Iteration 12Q: 3 clusters Score -113755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -113757.828125 Penalty: 717.015503
	Iteration 13Q: 3 clusters Score -113757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -113764.046875 Penalty: 717.015503
	Iteration 14Q: 3 clusters Score -113764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -113766.984375 Penalty: 717.015503
	Iteration 15Q: 3 clusters Score -113767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -113769.945312 Penalty: 717.015503
	Iteration 16Q: 3 clusters Score -113769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -113774.468750 Penalty: 717.015503
	Iteration 17Q: 3 clusters Score -113774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -113777.429688 Penalty: 717.015503
	Iteration 18Q: 3 clusters Score -113777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -113778.843750 Penalty: 717.015503
	Iteration 19Q: 3 clusters Score -113778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -113780.468750 Penalty: 717.015503
	Iteration 20F: 3 clusters Score -113780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -113782.179688 Penalty: 717.015503
	Iteration 21Q: 3 clusters Score -113782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -113783.937500 Penalty: 717.015503
	Iteration 22Q: 3 clusters Score -113783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -113786.851562 Penalty: 717.015503
	Iteration 23Q: 3 clusters Score -113786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -113787.156250 Penalty: 717.015503
	Iteration 24Q: 3 clusters Score -113787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -113787.156250 Penalty: 717.015503
	Iteration 25F: 3 clusters Score -113787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Entering Unmasked Estep 
Score: -810263.000000 Penalty: 447.034363
	Iteration 0F: 2 clusters Score -810263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -798080.875000 Penalty: 894.068726
	Iteration 0F: 3 clusters Score -798080.9 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -803702.937500 Penalty: 894.068726
	Iteration 1F: 3 clusters Score -803702.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -804369.312500 Penalty: 894.068726
	Iteration 2F: 3 clusters Score -804369.3 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -805354.625000 Penalty: 894.068726
	Iteration 3F: 3 clusters Score -805354.6 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -806493.187500 Penalty: 894.068726
	Iteration 4F: 3 clusters Score -806493.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -807391.437500 Penalty: 894.068726
	Iteration 5F: 3 clusters Score -807391.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -808012.812500 Penalty: 894.068726
	Iteration 6Q: 3 clusters Score -808012.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -808535.062500 Penalty: 894.068726
	Iteration 7Q: 3 clusters Score -808535.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -809033.125000 Penalty: 894.068726
	Iteration 8Q: 3 clusters Score -809033.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -809416.000000 Penalty: 894.068726
	Iteration 9Q: 3 clusters Score -809416 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -809686.437500 Penalty: 894.068726
	Iteration 10Q: 3 clusters Score -809686.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -809840.000000 Penalty: 894.068726
	Iteration 11Q: 3 clusters Score -809840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -809921.937500 Penalty: 894.068726
	Iteration 12Q: 3 clusters Score -809921.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -809967.625000 Penalty: 894.068726
	Iteration 13Q: 3 clusters Score -809967.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -809982.750000 Penalty: 894.068726
	Iteration 14Q: 3 clusters Score -809982.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -809999.562500 Penalty: 894.068726
	Iteration 15Q: 3 clusters Score -809999.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -809999.812500 Penalty: 894.068726
	Iteration 16Q: 3 clusters Score -809999.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -810003.437500 Penalty: 894.068726
	Iteration 17Q: 3 clusters Score -810003.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -810006.000000 Penalty: 894.068726
	Iteration 18Q: 3 clusters Score -810006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -810006.625000 Penalty: 894.068726
	Iteration 19Q: 3 clusters Score -810006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -810014.750000 Penalty: 894.068726
	Iteration 20F: 3 clusters Score -810014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -810010.562500 Penalty: 894.068726
	Iteration 21Q: 3 clusters Score -810010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -810009.062500 Penalty: 894.068726
	Iteration 22Q: 3 clusters Score -810009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -810009.875000 Penalty: 894.068726
	Iteration 23Q: 3 clusters Score -810009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -810012.000000 Penalty: 894.068726
	Iteration 24Q: 3 clusters Score -810012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -810012.062500 Penalty: 894.068726
	Iteration 25Q: 3 clusters Score -810012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -810009.250000 Penalty: 894.068726
	Iteration 26Q: 3 clusters Score -810009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -810008.250000 Penalty: 894.068726
	Iteration 27Q: 3 clusters Score -810008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -810008.125000 Penalty: 894.068726
	Iteration 28Q: 3 clusters Score -810008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -810008.187500 Penalty: 894.068726
	Iteration 29Q: 3 clusters Score -810008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -810009.562500 Penalty: 894.068726
	Iteration 30Q: 3 clusters Score -810009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -810009.125000 Penalty: 894.068726
	Iteration 31Q: 3 clusters Score -810009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -810008.562500 Penalty: 894.068726
	Iteration 32Q: 3 clusters Score -810008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -810008.562500 Penalty: 894.068726
	Iteration 33F: 3 clusters Score -810008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (288219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288219 members 
Entering Unmasked Estep 
Score: -12872712.000000 Penalty: 572.002136
	Iteration 0F: 2 clusters Score -1.287271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -12677345.000000 Penalty: 1144.004272
	Iteration 0F: 3 clusters Score -1.267734e+07 nChanged 142285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 120176 members 
Entering Unmasked Estep 
Score: -12767305.000000 Penalty: 1144.004272
	Iteration 1F: 3 clusters Score -1.27673e+07 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -12774989.000000 Penalty: 1144.004272
	Iteration 2F: 3 clusters Score -1.277499e+07 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202716 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -12790108.000000 Penalty: 1144.004272
	Iteration 3F: 3 clusters Score -1.279011e+07 nChanged 27081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229703 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -12814360.000000 Penalty: 1144.004272
	Iteration 4F: 3 clusters Score -1.281436e+07 nChanged 27065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256746 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -12841310.000000 Penalty: 1144.004272
	Iteration 5F: 3 clusters Score -1.284131e+07 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275161 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -12860090.000000 Penalty: 1144.004272
	Iteration 6F: 3 clusters Score -1.286009e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283669 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -12868260.000000 Penalty: 1144.004272
	Iteration 7Q: 3 clusters Score -1.286826e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286621 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12870951.000000 Penalty: 1144.004272
	Iteration 8Q: 3 clusters Score -1.287095e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287546 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12871703.000000 Penalty: 1144.004272
	Iteration 9Q: 3 clusters Score -1.28717e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287878 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12871994.000000 Penalty: 1144.004272
	Iteration 10Q: 3 clusters Score -1.287199e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287978 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12872130.000000 Penalty: 1144.004272
	Iteration 11Q: 3 clusters Score -1.287213e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288009 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12872176.000000 Penalty: 1144.004272
	Iteration 12Q: 3 clusters Score -1.287218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288014 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12872183.000000 Penalty: 1144.004272
	Iteration 13Q: 3 clusters Score -1.287218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288019 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12872193.000000 Penalty: 1144.004272
	Iteration 14Q: 3 clusters Score -1.287219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288017 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12872205.000000 Penalty: 1144.004272
	Iteration 15Q: 3 clusters Score -1.28722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288024 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12872232.000000 Penalty: 1144.004272
	Iteration 16Q: 3 clusters Score -1.287223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288029 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12872234.000000 Penalty: 1144.004272
	Iteration 17Q: 3 clusters Score -1.287223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288030 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12872238.000000 Penalty: 1144.004272
	Iteration 18Q: 3 clusters Score -1.287224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288032 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12872241.000000 Penalty: 1144.004272
	Iteration 19Q: 3 clusters Score -1.287224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288033 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12872245.000000 Penalty: 1144.004272
	Iteration 20F: 3 clusters Score -1.287224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288030 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12872246.000000 Penalty: 1144.004272
	Iteration 21Q: 3 clusters Score -1.287225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288031 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12872248.000000 Penalty: 1144.004272
	Iteration 22Q: 3 clusters Score -1.287225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288032 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12872249.000000 Penalty: 1144.004272
	Iteration 23Q: 3 clusters Score -1.287225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288034 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12872247.000000 Penalty: 1144.004272
	Iteration 24Q: 3 clusters Score -1.287225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288033 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12872253.000000 Penalty: 1144.004272
	Iteration 25Q: 3 clusters Score -1.287225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288030 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12872251.000000 Penalty: 1144.004272
	Iteration 26Q: 3 clusters Score -1.287225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288029 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12872254.000000 Penalty: 1144.004272
	Iteration 27Q: 3 clusters Score -1.287225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288025 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12872246.000000 Penalty: 1144.004272
	Iteration 28Q: 3 clusters Score -1.287225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288023 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12872258.000000 Penalty: 1144.004272
	Iteration 29Q: 3 clusters Score -1.287226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288022 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12872256.000000 Penalty: 1144.004272
	Iteration 30Q: 3 clusters Score -1.287226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288022 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12872256.000000 Penalty: 1144.004272
	Iteration 31F: 3 clusters Score -1.287226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -385943.625000 Penalty: 413.885651
	Iteration 0F: 2 clusters Score -385943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -380063.250000 Penalty: 827.771301
	Iteration 0F: 3 clusters Score -380063.2 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -382374.531250 Penalty: 827.771301
	Iteration 1F: 3 clusters Score -382374.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -382529.406250 Penalty: 827.771301
	Iteration 2Q: 3 clusters Score -382529.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -382688.750000 Penalty: 827.771301
	Iteration 3Q: 3 clusters Score -382688.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -382860.343750 Penalty: 827.771301
	Iteration 4Q: 3 clusters Score -382860.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -383114.562500 Penalty: 827.771301
	Iteration 5Q: 3 clusters Score -383114.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -383512.406250 Penalty: 827.771301
	Iteration 6F: 3 clusters Score -383512.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -383986.812500 Penalty: 827.771301
	Iteration 7F: 3 clusters Score -383986.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -384313.031250 Penalty: 827.771301
	Iteration 8F: 3 clusters Score -384313 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -384492.468750 Penalty: 827.771301
	Iteration 9Q: 3 clusters Score -384492.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -384634.375000 Penalty: 827.771301
	Iteration 10Q: 3 clusters Score -384634.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -384812.187500 Penalty: 827.771301
	Iteration 11Q: 3 clusters Score -384812.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -384996.500000 Penalty: 827.771301
	Iteration 12Q: 3 clusters Score -384996.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -385197.312500 Penalty: 827.771301
	Iteration 13Q: 3 clusters Score -385197.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -385396.281250 Penalty: 827.771301
	Iteration 14Q: 3 clusters Score -385396.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -385564.062500 Penalty: 827.771301
	Iteration 15Q: 3 clusters Score -385564.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -385668.093750 Penalty: 827.771301
	Iteration 16Q: 3 clusters Score -385668.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -385721.156250 Penalty: 827.771301
	Iteration 17Q: 3 clusters Score -385721.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -385753.093750 Penalty: 827.771301
	Iteration 18Q: 3 clusters Score -385753.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -385767.250000 Penalty: 827.771301
	Iteration 19Q: 3 clusters Score -385767.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -385775.468750 Penalty: 827.771301
	Iteration 20F: 3 clusters Score -385775.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -385777.093750 Penalty: 827.771301
	Iteration 21Q: 3 clusters Score -385777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -385778.562500 Penalty: 827.771301
	Iteration 22Q: 3 clusters Score -385778.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -385779.687500 Penalty: 827.771301
	Iteration 23Q: 3 clusters Score -385779.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -385780.218750 Penalty: 827.771301
	Iteration 24Q: 3 clusters Score -385780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -385780.562500 Penalty: 827.771301
	Iteration 25Q: 3 clusters Score -385780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -385781.062500 Penalty: 827.771301
	Iteration 26Q: 3 clusters Score -385781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -385781.812500 Penalty: 827.771301
	Iteration 27Q: 3 clusters Score -385781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -385781.781250 Penalty: 827.771301
	Iteration 28Q: 3 clusters Score -385781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -385782.718750 Penalty: 827.771301
	Iteration 29Q: 3 clusters Score -385782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -385784.187500 Penalty: 827.771301
	Iteration 30Q: 3 clusters Score -385784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -385785.187500 Penalty: 827.771301
	Iteration 31Q: 3 clusters Score -385785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -385784.531250 Penalty: 827.771301
	Iteration 32Q: 3 clusters Score -385784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -385784.531250 Penalty: 827.771301
	Iteration 33F: 3 clusters Score -385784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -5838.504883 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -5838.505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5597.750977 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -5597.751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5692.511719 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -5692.512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5726.958984 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -5726.959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5739.403809 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -5739.404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5745.066406 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -5745.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5745.066406 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -5745.066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Entering Unmasked Estep 
Score: -1632130.625000 Penalty: 478.528229
	Iteration 0F: 2 clusters Score -1632131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1607364.500000 Penalty: 957.056458
	Iteration 0F: 3 clusters Score -1607364 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1617582.875000 Penalty: 957.056458
	Iteration 1F: 3 clusters Score -1617583 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1617944.750000 Penalty: 957.056458
	Iteration 2Q: 3 clusters Score -1617945 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1618609.250000 Penalty: 957.056458
	Iteration 3Q: 3 clusters Score -1618609 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1619786.500000 Penalty: 957.056458
	Iteration 4F: 3 clusters Score -1619786 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1621809.250000 Penalty: 957.056458
	Iteration 5F: 3 clusters Score -1621809 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1624269.750000 Penalty: 957.056458
	Iteration 6F: 3 clusters Score -1624270 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1626359.250000 Penalty: 957.056458
	Iteration 7F: 3 clusters Score -1626359 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1627821.000000 Penalty: 957.056458
	Iteration 8Q: 3 clusters Score -1627821 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1628807.000000 Penalty: 957.056458
	Iteration 9Q: 3 clusters Score -1628807 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1629467.250000 Penalty: 957.056458
	Iteration 10Q: 3 clusters Score -1629467 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1630016.375000 Penalty: 957.056458
	Iteration 11Q: 3 clusters Score -1630016 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1630484.375000 Penalty: 957.056458
	Iteration 12Q: 3 clusters Score -1630484 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1630863.000000 Penalty: 957.056458
	Iteration 13Q: 3 clusters Score -1630863 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1631199.375000 Penalty: 957.056458
	Iteration 14Q: 3 clusters Score -1631199 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1631432.625000 Penalty: 957.056458
	Iteration 15Q: 3 clusters Score -1631433 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1631568.750000 Penalty: 957.056458
	Iteration 16Q: 3 clusters Score -1631569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1631628.625000 Penalty: 957.056458
	Iteration 17Q: 3 clusters Score -1631629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1631671.500000 Penalty: 957.056458
	Iteration 18Q: 3 clusters Score -1631672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1631686.750000 Penalty: 957.056458
	Iteration 19Q: 3 clusters Score -1631687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1631700.875000 Penalty: 957.056458
	Iteration 20F: 3 clusters Score -1631701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1631709.000000 Penalty: 957.056458
	Iteration 21Q: 3 clusters Score -1631709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1631715.625000 Penalty: 957.056458
	Iteration 22Q: 3 clusters Score -1631716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1631720.375000 Penalty: 957.056458
	Iteration 23Q: 3 clusters Score -1631720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1631724.750000 Penalty: 957.056458
	Iteration 24Q: 3 clusters Score -1631725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1631725.125000 Penalty: 957.056458
	Iteration 25Q: 3 clusters Score -1631725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1631725.375000 Penalty: 957.056458
	Iteration 26Q: 3 clusters Score -1631725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1631724.625000 Penalty: 957.056458
	Iteration 27Q: 3 clusters Score -1631725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1631725.000000 Penalty: 957.056458
	Iteration 28Q: 3 clusters Score -1631725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1631725.000000 Penalty: 957.056458
	Iteration 29F: 3 clusters Score -1631725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Entering Unmasked Estep 
Score: -3926536.750000 Penalty: 518.282043
	Iteration 0F: 2 clusters Score -3926537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -3866619.250000 Penalty: 1036.564087
	Iteration 0F: 3 clusters Score -3866619 nChanged 43229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -3893959.250000 Penalty: 1036.564087
	Iteration 1F: 3 clusters Score -3893959 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -3896207.500000 Penalty: 1036.564087
	Iteration 2F: 3 clusters Score -3896208 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -3899971.500000 Penalty: 1036.564087
	Iteration 3F: 3 clusters Score -3899972 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -3905130.500000 Penalty: 1036.564087
	Iteration 4F: 3 clusters Score -3905130 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -3911135.500000 Penalty: 1036.564087
	Iteration 5F: 3 clusters Score -3911136 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -3916059.000000 Penalty: 1036.564087
	Iteration 6F: 3 clusters Score -3916059 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -3918793.000000 Penalty: 1036.564087
	Iteration 7Q: 3 clusters Score -3918793 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -3920220.000000 Penalty: 1036.564087
	Iteration 8Q: 3 clusters Score -3920220 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -3921199.250000 Penalty: 1036.564087
	Iteration 9Q: 3 clusters Score -3921199 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -3921978.750000 Penalty: 1036.564087
	Iteration 10Q: 3 clusters Score -3921979 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -3922698.500000 Penalty: 1036.564087
	Iteration 11Q: 3 clusters Score -3922698 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -3923271.250000 Penalty: 1036.564087
	Iteration 12Q: 3 clusters Score -3923271 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -3923691.000000 Penalty: 1036.564087
	Iteration 13Q: 3 clusters Score -3923691 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -3924028.250000 Penalty: 1036.564087
	Iteration 14Q: 3 clusters Score -3924028 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -3924268.500000 Penalty: 1036.564087
	Iteration 15Q: 3 clusters Score -3924268 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -3924513.750000 Penalty: 1036.564087
	Iteration 16Q: 3 clusters Score -3924514 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -3924736.500000 Penalty: 1036.564087
	Iteration 17Q: 3 clusters Score -3924736 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -3924928.500000 Penalty: 1036.564087
	Iteration 18Q: 3 clusters Score -3924928 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -3925106.000000 Penalty: 1036.564087
	Iteration 19Q: 3 clusters Score -3925106 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -3925284.500000 Penalty: 1036.564087
	Iteration 20F: 3 clusters Score -3925284 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -3925435.250000 Penalty: 1036.564087
	Iteration 21Q: 3 clusters Score -3925435 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -3925536.000000 Penalty: 1036.564087
	Iteration 22Q: 3 clusters Score -3925536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -3925643.250000 Penalty: 1036.564087
	Iteration 23Q: 3 clusters Score -3925643 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -3925735.000000 Penalty: 1036.564087
	Iteration 24Q: 3 clusters Score -3925735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -3925799.250000 Penalty: 1036.564087
	Iteration 25Q: 3 clusters Score -3925799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -3925859.750000 Penalty: 1036.564087
	Iteration 26Q: 3 clusters Score -3925860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -3925904.000000 Penalty: 1036.564087
	Iteration 27Q: 3 clusters Score -3925904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -3925933.250000 Penalty: 1036.564087
	Iteration 28Q: 3 clusters Score -3925933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -3925949.000000 Penalty: 1036.564087
	Iteration 29Q: 3 clusters Score -3925949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -3925965.500000 Penalty: 1036.564087
	Iteration 30Q: 3 clusters Score -3925966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -3925978.000000 Penalty: 1036.564087
	Iteration 31Q: 3 clusters Score -3925978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -3926002.250000 Penalty: 1036.564087
	Iteration 32Q: 3 clusters Score -3926002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -3926013.500000 Penalty: 1036.564087
	Iteration 33Q: 3 clusters Score -3926014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -3926018.250000 Penalty: 1036.564087
	Iteration 34Q: 3 clusters Score -3926018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -3926026.000000 Penalty: 1036.564087
	Iteration 35Q: 3 clusters Score -3926026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -3926036.000000 Penalty: 1036.564087
	Iteration 36Q: 3 clusters Score -3926036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -3926043.750000 Penalty: 1036.564087
	Iteration 37Q: 3 clusters Score -3926044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -3926048.500000 Penalty: 1036.564087
	Iteration 38Q: 3 clusters Score -3926048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -3926049.000000 Penalty: 1036.564087
	Iteration 39Q: 3 clusters Score -3926049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -3926049.750000 Penalty: 1036.564087
	Iteration 40F: 3 clusters Score -3926050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -3926050.250000 Penalty: 1036.564087
	Iteration 41Q: 3 clusters Score -3926050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -3926057.500000 Penalty: 1036.564087
	Iteration 42Q: 3 clusters Score -3926058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -3926060.500000 Penalty: 1036.564087
	Iteration 43Q: 3 clusters Score -3926060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -3926068.500000 Penalty: 1036.564087
	Iteration 44Q: 3 clusters Score -3926068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -3926073.750000 Penalty: 1036.564087
	Iteration 45Q: 3 clusters Score -3926074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -3926077.750000 Penalty: 1036.564087
	Iteration 46Q: 3 clusters Score -3926078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -3926084.500000 Penalty: 1036.564087
	Iteration 47Q: 3 clusters Score -3926084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -3926091.500000 Penalty: 1036.564087
	Iteration 48Q: 3 clusters Score -3926092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -3926092.500000 Penalty: 1036.564087
	Iteration 49Q: 3 clusters Score -3926092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -3926096.000000 Penalty: 1036.564087
	Iteration 50Q: 3 clusters Score -3926096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -3926100.250000 Penalty: 1036.564087
	Iteration 51Q: 3 clusters Score -3926100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -3926099.000000 Penalty: 1036.564087
	Iteration 52Q: 3 clusters Score -3926099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -3926095.750000 Penalty: 1036.564087
	Iteration 53Q: 3 clusters Score -3926096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -3926097.750000 Penalty: 1036.564087
	Iteration 54Q: 3 clusters Score -3926098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -3926098.500000 Penalty: 1036.564087
	Iteration 55Q: 3 clusters Score -3926098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -3926100.750000 Penalty: 1036.564087
	Iteration 56Q: 3 clusters Score -3926101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -3926102.000000 Penalty: 1036.564087
	Iteration 57Q: 3 clusters Score -3926102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -3926102.250000 Penalty: 1036.564087
	Iteration 58Q: 3 clusters Score -3926102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -3926102.500000 Penalty: 1036.564087
	Iteration 59Q: 3 clusters Score -3926102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -3926102.000000 Penalty: 1036.564087
	Iteration 60F: 3 clusters Score -3926102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -3926101.250000 Penalty: 1036.564087
	Iteration 61Q: 3 clusters Score -3926101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -3926099.500000 Penalty: 1036.564087
	Iteration 62Q: 3 clusters Score -3926100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -3926099.500000 Penalty: 1036.564087
	Iteration 63F: 3 clusters Score -3926100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 312048 members 
Mstep: Class 2 contains 25026 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 42374 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 68007 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 152241 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18489 members 
Mstep: Class 15 contains 288219 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 36942 members 
Mstep: Class 19 contains 88505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957120.000000 Penalty: 12038.316406
Iteration 439Q: 20 clusters Score -4.695712e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311269 members 
Mstep: Class 2 contains 25029 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 42372 members 
Mstep: Class 6 contains 9372 members 
Mstep: Class 7 contains 15020 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 68361 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 152907 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18481 members 
Mstep: Class 15 contains 288062 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 36889 members 
Mstep: Class 19 contains 88491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957332.000000 Penalty: 12038.316406
Iteration 440F: 20 clusters Score -4.695733e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 310422 members 
Mstep: Class 2 contains 25033 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 42365 members 
Mstep: Class 6 contains 9364 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 68705 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 153558 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18478 members 
Mstep: Class 15 contains 288013 members 
Mstep: Class 16 contains 8919 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 36825 members 
Mstep: Class 19 contains 88477 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 20 clusters Score -4.695739e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 309490 members 
Mstep: Class 2 contains 25038 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 9356 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 69057 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 154241 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18473 members 
Mstep: Class 15 contains 288021 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 36747 members 
Mstep: Class 19 contains 88472 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 442Q: 20 clusters Score -4.695758e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308489 members 
Mstep: Class 2 contains 25042 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 9362 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 69374 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 154893 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18473 members 
Mstep: Class 15 contains 288123 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 186 members 
Mstep: Class 18 contains 36689 members 
Mstep: Class 19 contains 88459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 20 clusters Score -4.695763e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307429 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 42344 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 14991 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 69623 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 155509 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 18473 members 
Mstep: Class 15 contains 288386 members 
Mstep: Class 16 contains 8910 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 36643 members 
Mstep: Class 19 contains 88448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 20 clusters Score -4.695776e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 306357 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 42337 members 
Mstep: Class 6 contains 9372 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 69851 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 156097 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18465 members 
Mstep: Class 15 contains 288696 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 36600 members 
Mstep: Class 19 contains 88449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 20 clusters Score -4.695793e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305248 members 
Mstep: Class 2 contains 25052 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40232 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 70052 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 156747 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18454 members 
Mstep: Class 15 contains 289002 members 
Mstep: Class 16 contains 8904 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36564 members 
Mstep: Class 19 contains 88431 members 
Entering Unmasked Estep 
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Iteration 446Q: 20 clusters Score -4.695788e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304063 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40228 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 70252 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 157383 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18450 members 
Mstep: Class 15 contains 289397 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 19 contains 88433 members 
Entering Unmasked Estep 
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Iteration 447Q: 20 clusters Score -4.695808e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 302892 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 42316 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 14958 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 70429 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 158020 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18436 members 
Mstep: Class 15 contains 289792 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 88453 members 
Entering Unmasked Estep 
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Iteration 448Q: 20 clusters Score -4.695811e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301688 members 
Mstep: Class 2 contains 25056 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40214 members 
Mstep: Class 5 contains 42313 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 70557 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 158601 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 290287 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36463 members 
Mstep: Class 19 contains 88471 members 
Entering Unmasked Estep 
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Iteration 449Q: 20 clusters Score -4.695816e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300558 members 
Mstep: Class 2 contains 25058 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 42309 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 14947 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 70659 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 159126 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 290776 members 
Mstep: Class 16 contains 8891 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36451 members 
Mstep: Class 19 contains 88495 members 
Entering Unmasked Estep 
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Iteration 450Q: 20 clusters Score -4.695807e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 299462 members 
Mstep: Class 2 contains 25059 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40202 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 6 contains 9479 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 4474 members 
Mstep: Class 9 contains 70723 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 159614 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18393 members 
Mstep: Class 15 contains 291311 members 
Mstep: Class 16 contains 8889 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 88529 members 
Entering Unmasked Estep 
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Iteration 451Q: 20 clusters Score -4.695817e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298436 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 6 contains 9502 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 70757 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 160098 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 291795 members 
Mstep: Class 16 contains 8886 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36429 members 
Mstep: Class 19 contains 88570 members 
Entering Unmasked Estep 
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Iteration 452Q: 20 clusters Score -4.695821e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 297467 members 
Mstep: Class 2 contains 25065 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40197 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 70779 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 160568 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18364 members 
Mstep: Class 15 contains 292257 members 
Mstep: Class 16 contains 8883 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36413 members 
Mstep: Class 19 contains 88611 members 
Entering Unmasked Estep 
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Iteration 453Q: 20 clusters Score -4.695811e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 296556 members 
Mstep: Class 2 contains 25065 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40197 members 
Mstep: Class 5 contains 42282 members 
Mstep: Class 6 contains 9534 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 70746 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 160971 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 292773 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36408 members 
Mstep: Class 19 contains 88640 members 
Entering Unmasked Estep 
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Iteration 454Q: 20 clusters Score -4.695796e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295701 members 
Mstep: Class 2 contains 25065 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40204 members 
Mstep: Class 5 contains 42280 members 
Mstep: Class 6 contains 9543 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 70678 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161338 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18347 members 
Mstep: Class 15 contains 293299 members 
Mstep: Class 16 contains 8868 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36395 members 
Mstep: Class 19 contains 88678 members 
Entering Unmasked Estep 
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Iteration 455Q: 20 clusters Score -4.695788e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294894 members 
Mstep: Class 2 contains 25067 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 70581 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161650 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 293851 members 
Mstep: Class 16 contains 8863 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36381 members 
Mstep: Class 19 contains 88725 members 
Entering Unmasked Estep 
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Iteration 456Q: 20 clusters Score -4.69577e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294131 members 
Mstep: Class 2 contains 25066 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 70467 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161893 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18319 members 
Mstep: Class 15 contains 294446 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36369 members 
Mstep: Class 19 contains 88790 members 
Entering Unmasked Estep 
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Iteration 457Q: 20 clusters Score -4.695774e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 293458 members 
Mstep: Class 2 contains 25068 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40233 members 
Mstep: Class 5 contains 42262 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 70338 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162139 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18307 members 
Mstep: Class 15 contains 294960 members 
Mstep: Class 16 contains 8854 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 88847 members 
Entering Unmasked Estep 
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Iteration 458Q: 20 clusters Score -4.695774e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292775 members 
Mstep: Class 2 contains 25070 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40240 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 14929 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 70220 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162382 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18298 members 
Mstep: Class 15 contains 295495 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36315 members 
Mstep: Class 19 contains 88880 members 
Entering Unmasked Estep 
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Iteration 459Q: 20 clusters Score -4.695746e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292137 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40242 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 70071 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162510 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 296142 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36287 members 
Mstep: Class 19 contains 88918 members 
Entering Unmasked Estep 
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Iteration 460F: 20 clusters Score -4.695732e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291533 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 69895 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162632 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18276 members 
Mstep: Class 15 contains 296760 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36274 members 
Mstep: Class 19 contains 88967 members 
Entering Unmasked Estep 
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Iteration 461Q: 20 clusters Score -4.695683e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291002 members 
Mstep: Class 2 contains 25076 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 42296 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 69694 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162656 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18262 members 
Mstep: Class 15 contains 297399 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36269 members 
Mstep: Class 19 contains 89035 members 
Entering Unmasked Estep 
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Iteration 462Q: 20 clusters Score -4.695644e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290573 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40240 members 
Mstep: Class 5 contains 42297 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 69475 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162605 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18245 members 
Mstep: Class 15 contains 298037 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36264 members 
Mstep: Class 19 contains 89104 members 
Entering Unmasked Estep 
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Iteration 463Q: 20 clusters Score -4.695626e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290196 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 42301 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 69248 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162490 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18227 members 
Mstep: Class 15 contains 298670 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36267 members 
Mstep: Class 19 contains 89181 members 
Entering Unmasked Estep 
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Iteration 464Q: 20 clusters Score -4.695606e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289909 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40240 members 
Mstep: Class 5 contains 42306 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 68995 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162343 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18213 members 
Mstep: Class 15 contains 299283 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 89259 members 
Entering Unmasked Estep 
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Iteration 465Q: 20 clusters Score -4.695588e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289652 members 
Mstep: Class 2 contains 25074 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40244 members 
Mstep: Class 5 contains 42312 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 68744 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 162140 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18206 members 
Mstep: Class 15 contains 299914 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 89339 members 
Entering Unmasked Estep 
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Iteration 466Q: 20 clusters Score -4.695571e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289464 members 
Mstep: Class 2 contains 25071 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40242 members 
Mstep: Class 5 contains 42322 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 14941 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 68479 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161892 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18200 members 
Mstep: Class 15 contains 300576 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 36227 members 
Mstep: Class 19 contains 89394 members 
Entering Unmasked Estep 
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Iteration 467Q: 20 clusters Score -4.695549e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289359 members 
Mstep: Class 2 contains 25072 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40242 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 9704 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 68185 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161592 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 15 contains 301243 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 36213 members 
Mstep: Class 19 contains 89435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955256.000000 Penalty: 12038.316406
Iteration 468Q: 20 clusters Score -4.695526e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289347 members 
Mstep: Class 2 contains 25073 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40243 members 
Mstep: Class 5 contains 42330 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 67880 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 161224 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18197 members 
Mstep: Class 15 contains 301902 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 36193 members 
Mstep: Class 19 contains 89471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955108.000000 Penalty: 12038.316406
Iteration 469Q: 20 clusters Score -4.695511e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289411 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 67560 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 160786 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18193 members 
Mstep: Class 15 contains 302560 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36186 members 
Mstep: Class 19 contains 89502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954864.000000 Penalty: 12038.316406
Iteration 470Q: 20 clusters Score -4.695486e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 289664 members 
Mstep: Class 2 contains 25077 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 40239 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 67220 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 160289 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 303130 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36182 members 
Mstep: Class 19 contains 89514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954456.000000 Penalty: 12038.316406
Iteration 471Q: 20 clusters Score -4.695446e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290029 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 944 members 
Mstep: Class 4 contains 40238 members 
Mstep: Class 5 contains 42346 members 
Mstep: Class 6 contains 9758 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 66927 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 159746 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18185 members 
Mstep: Class 15 contains 303603 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36177 members 
Mstep: Class 19 contains 89519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954240.000000 Penalty: 12038.316406
Iteration 472Q: 20 clusters Score -4.695424e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290445 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 40226 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 9771 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 4504 members 
Mstep: Class 9 contains 66661 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 159202 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18177 members 
Mstep: Class 15 contains 304022 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36169 members 
Mstep: Class 19 contains 89512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954136.000000 Penalty: 12038.316406
Iteration 473Q: 20 clusters Score -4.695414e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 290917 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 42352 members 
Mstep: Class 6 contains 9776 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 66426 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 158636 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 18165 members 
Mstep: Class 15 contains 304400 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36156 members 
Mstep: Class 19 contains 89497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953920.000000 Penalty: 12038.316406
Iteration 474Q: 20 clusters Score -4.695392e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 291477 members 
Mstep: Class 2 contains 25083 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40219 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 66225 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 158038 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 15 contains 304689 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36131 members 
Mstep: Class 19 contains 89476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953840.000000 Penalty: 12038.316406
Iteration 475Q: 20 clusters Score -4.695384e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292155 members 
Mstep: Class 2 contains 25085 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 40219 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 9788 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 65974 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 157436 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 15 contains 304944 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36105 members 
Mstep: Class 19 contains 89439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953504.000000 Penalty: 12038.316406
Iteration 476Q: 20 clusters Score -4.69535e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 292900 members 
Mstep: Class 2 contains 25087 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 42347 members 
Mstep: Class 6 contains 9786 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 65750 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 156812 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 15 contains 305133 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36077 members 
Mstep: Class 19 contains 89404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953540.000000 Penalty: 12038.316406
Iteration 477Q: 20 clusters Score -4.695354e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 293818 members 
Mstep: Class 2 contains 25088 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 42351 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 65520 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 156213 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 18109 members 
Mstep: Class 15 contains 305120 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36051 members 
Mstep: Class 19 contains 89360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953672.000000 Penalty: 12038.316406
Iteration 478Q: 20 clusters Score -4.695367e+07 nChanged 1874
Entering ConstructFrom: 
Score: -46953672.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (294770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294770 members 
Entering Unmasked Estep 
Score: -12984596.000000 Penalty: 573.024719
	Iteration 0F: 2 clusters Score -1.29846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -12783481.000000 Penalty: 1146.049438
	Iteration 0F: 3 clusters Score -1.278348e+07 nChanged 145359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139390 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -12874836.000000 Penalty: 1146.049438
	Iteration 1F: 3 clusters Score -1.287484e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -12879551.000000 Penalty: 1146.049438
	Iteration 2Q: 3 clusters Score -1.287955e+07 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -12888307.000000 Penalty: 1146.049438
	Iteration 3Q: 3 clusters Score -1.288831e+07 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -12902361.000000 Penalty: 1146.049438
	Iteration 4F: 3 clusters Score -1.290236e+07 nChanged 20006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -12919118.000000 Penalty: 1146.049438
	Iteration 5F: 3 clusters Score -1.291912e+07 nChanged 18135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 187805 members 
Entering Unmasked Estep 
Score: -12931067.000000 Penalty: 1146.049438
	Iteration 6F: 3 clusters Score -1.293107e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -12935678.000000 Penalty: 1146.049438
	Iteration 7Q: 3 clusters Score -1.293568e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 194045 members 
Entering Unmasked Estep 
Score: -12937493.000000 Penalty: 1146.049438
	Iteration 8Q: 3 clusters Score -1.293749e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -12939090.000000 Penalty: 1146.049438
	Iteration 9Q: 3 clusters Score -1.293909e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -12940709.000000 Penalty: 1146.049438
	Iteration 10Q: 3 clusters Score -1.294071e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 202176 members 
Entering Unmasked Estep 
Score: -12942752.000000 Penalty: 1146.049438
	Iteration 11Q: 3 clusters Score -1.294275e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 204801 members 
Entering Unmasked Estep 
Score: -12945108.000000 Penalty: 1146.049438
	Iteration 12Q: 3 clusters Score -1.294511e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 207130 members 
Entering Unmasked Estep 
Score: -12947875.000000 Penalty: 1146.049438
	Iteration 13Q: 3 clusters Score -1.294788e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 209065 members 
Entering Unmasked Estep 
Score: -12950562.000000 Penalty: 1146.049438
	Iteration 14Q: 3 clusters Score -1.295056e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 210481 members 
Entering Unmasked Estep 
Score: -12953571.000000 Penalty: 1146.049438
	Iteration 15Q: 3 clusters Score -1.295357e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 211212 members 
Entering Unmasked Estep 
Score: -12956023.000000 Penalty: 1146.049438
	Iteration 16Q: 3 clusters Score -1.295602e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 211399 members 
Entering Unmasked Estep 
Score: -12958366.000000 Penalty: 1146.049438
	Iteration 17Q: 3 clusters Score -1.295837e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 210979 members 
Entering Unmasked Estep 
Score: -12960530.000000 Penalty: 1146.049438
	Iteration 18Q: 3 clusters Score -1.296053e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 209990 members 
Entering Unmasked Estep 
Score: -12962804.000000 Penalty: 1146.049438
	Iteration 19Q: 3 clusters Score -1.29628e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -12965195.000000 Penalty: 1146.049438
	Iteration 20F: 3 clusters Score -1.29652e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -12967793.000000 Penalty: 1146.049438
	Iteration 21Q: 3 clusters Score -1.296779e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 203202 members 
Entering Unmasked Estep 
Score: -12970668.000000 Penalty: 1146.049438
	Iteration 22Q: 3 clusters Score -1.297067e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 200246 members 
Entering Unmasked Estep 
Score: -12973262.000000 Penalty: 1146.049438
	Iteration 23Q: 3 clusters Score -1.297326e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 197677 members 
Entering Unmasked Estep 
Score: -12975188.000000 Penalty: 1146.049438
	Iteration 24Q: 3 clusters Score -1.297519e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -12976127.000000 Penalty: 1146.049438
	Iteration 25Q: 3 clusters Score -1.297613e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -12976670.000000 Penalty: 1146.049438
	Iteration 26Q: 3 clusters Score -1.297667e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 192197 members 
Entering Unmasked Estep 
Score: -12977083.000000 Penalty: 1146.049438
	Iteration 27Q: 3 clusters Score -1.297708e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 190685 members 
Entering Unmasked Estep 
Score: -12977393.000000 Penalty: 1146.049438
	Iteration 28Q: 3 clusters Score -1.297739e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 189269 members 
Entering Unmasked Estep 
Score: -12977593.000000 Penalty: 1146.049438
	Iteration 29Q: 3 clusters Score -1.297759e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 187898 members 
Entering Unmasked Estep 
Score: -12977659.000000 Penalty: 1146.049438
	Iteration 30Q: 3 clusters Score -1.297766e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 186477 members 
Entering Unmasked Estep 
Score: -12977671.000000 Penalty: 1146.049438
	Iteration 31Q: 3 clusters Score -1.297767e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -12977795.000000 Penalty: 1146.049438
	Iteration 32Q: 3 clusters Score -1.29778e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 183741 members 
Entering Unmasked Estep 
Score: -12977808.000000 Penalty: 1146.049438
	Iteration 33Q: 3 clusters Score -1.297781e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 182457 members 
Entering Unmasked Estep 
Score: -12977866.000000 Penalty: 1146.049438
	Iteration 34Q: 3 clusters Score -1.297787e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 181213 members 
Entering Unmasked Estep 
Score: -12977960.000000 Penalty: 1146.049438
	Iteration 35Q: 3 clusters Score -1.297796e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -12977997.000000 Penalty: 1146.049438
	Iteration 36Q: 3 clusters Score -1.2978e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -12978168.000000 Penalty: 1146.049438
	Iteration 37Q: 3 clusters Score -1.297817e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -12978231.000000 Penalty: 1146.049438
	Iteration 38Q: 3 clusters Score -1.297823e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 176720 members 
Entering Unmasked Estep 
Score: -12978272.000000 Penalty: 1146.049438
	Iteration 39Q: 3 clusters Score -1.297827e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -12978399.000000 Penalty: 1146.049438
	Iteration 40F: 3 clusters Score -1.29784e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 174355 members 
Entering Unmasked Estep 
Score: -12978466.000000 Penalty: 1146.049438
	Iteration 41Q: 3 clusters Score -1.297847e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121622 members 
Mstep: Class 2 contains 173148 members 
Entering Unmasked Estep 
Score: -12978559.000000 Penalty: 1146.049438
	Iteration 42Q: 3 clusters Score -1.297856e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 171995 members 
Entering Unmasked Estep 
Score: -12978590.000000 Penalty: 1146.049438
	Iteration 43Q: 3 clusters Score -1.297859e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -12978598.000000 Penalty: 1146.049438
	Iteration 44Q: 3 clusters Score -1.29786e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -12978576.000000 Penalty: 1146.049438
	Iteration 45Q: 3 clusters Score -1.297858e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -12978582.000000 Penalty: 1146.049438
	Iteration 46Q: 3 clusters Score -1.297858e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -12978644.000000 Penalty: 1146.049438
	Iteration 47Q: 3 clusters Score -1.297864e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -12978641.000000 Penalty: 1146.049438
	Iteration 48Q: 3 clusters Score -1.297864e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129139 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -12978643.000000 Penalty: 1146.049438
	Iteration 49Q: 3 clusters Score -1.297864e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130244 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -12978744.000000 Penalty: 1146.049438
	Iteration 50Q: 3 clusters Score -1.297874e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -12978841.000000 Penalty: 1146.049438
	Iteration 51Q: 3 clusters Score -1.297884e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132332 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -12978900.000000 Penalty: 1146.049438
	Iteration 52Q: 3 clusters Score -1.29789e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133437 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -12978906.000000 Penalty: 1146.049438
	Iteration 53Q: 3 clusters Score -1.297891e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -12978927.000000 Penalty: 1146.049438
	Iteration 54Q: 3 clusters Score -1.297893e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135586 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -12979014.000000 Penalty: 1146.049438
	Iteration 55Q: 3 clusters Score -1.297901e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 158112 members 
Entering Unmasked Estep 
Score: -12979020.000000 Penalty: 1146.049438
	Iteration 56Q: 3 clusters Score -1.297902e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -12979144.000000 Penalty: 1146.049438
	Iteration 57Q: 3 clusters Score -1.297914e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -12979183.000000 Penalty: 1146.049438
	Iteration 58Q: 3 clusters Score -1.297918e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -12979274.000000 Penalty: 1146.049438
	Iteration 59Q: 3 clusters Score -1.297927e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140923 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -12979387.000000 Penalty: 1146.049438
	Iteration 60F: 3 clusters Score -1.297939e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 152853 members 
Entering Unmasked Estep 
Score: -12979399.000000 Penalty: 1146.049438
	Iteration 61Q: 3 clusters Score -1.29794e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -12979398.000000 Penalty: 1146.049438
	Iteration 62Q: 3 clusters Score -1.29794e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143809 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -12979501.000000 Penalty: 1146.049438
	Iteration 63Q: 3 clusters Score -1.29795e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144731 members 
Mstep: Class 2 contains 150039 members 
Entering Unmasked Estep 
Score: -12979547.000000 Penalty: 1146.049438
	Iteration 64Q: 3 clusters Score -1.297955e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145653 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -12979639.000000 Penalty: 1146.049438
	Iteration 65Q: 3 clusters Score -1.297964e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -12979645.000000 Penalty: 1146.049438
	Iteration 66Q: 3 clusters Score -1.297964e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 147307 members 
Entering Unmasked Estep 
Score: -12979663.000000 Penalty: 1146.049438
	Iteration 67Q: 3 clusters Score -1.297966e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148340 members 
Mstep: Class 2 contains 146430 members 
Entering Unmasked Estep 
Score: -12979668.000000 Penalty: 1146.049438
	Iteration 68Q: 3 clusters Score -1.297967e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -12979745.000000 Penalty: 1146.049438
	Iteration 69Q: 3 clusters Score -1.297974e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -12979756.000000 Penalty: 1146.049438
	Iteration 70Q: 3 clusters Score -1.297976e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151143 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -12979810.000000 Penalty: 1146.049438
	Iteration 71Q: 3 clusters Score -1.297981e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -12979841.000000 Penalty: 1146.049438
	Iteration 72Q: 3 clusters Score -1.297984e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -12979899.000000 Penalty: 1146.049438
	Iteration 73Q: 3 clusters Score -1.29799e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154152 members 
Mstep: Class 2 contains 140618 members 
Entering Unmasked Estep 
Score: -12979987.000000 Penalty: 1146.049438
	Iteration 74Q: 3 clusters Score -1.297999e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 139725 members 
Entering Unmasked Estep 
Score: -12980050.000000 Penalty: 1146.049438
	Iteration 75Q: 3 clusters Score -1.298005e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155926 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -12980082.000000 Penalty: 1146.049438
	Iteration 76Q: 3 clusters Score -1.298008e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156808 members 
Mstep: Class 2 contains 137962 members 
Entering Unmasked Estep 
Score: -12980098.000000 Penalty: 1146.049438
	Iteration 77Q: 3 clusters Score -1.29801e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -12980090.000000 Penalty: 1146.049438
	Iteration 78Q: 3 clusters Score -1.298009e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -12980065.000000 Penalty: 1146.049438
	Iteration 79Q: 3 clusters Score -1.298006e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -12980097.000000 Penalty: 1146.049438
	Iteration 80F: 3 clusters Score -1.29801e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160455 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -12980185.000000 Penalty: 1146.049438
	Iteration 81Q: 3 clusters Score -1.298018e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -12980198.000000 Penalty: 1146.049438
	Iteration 82Q: 3 clusters Score -1.29802e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -12980253.000000 Penalty: 1146.049438
	Iteration 83Q: 3 clusters Score -1.298025e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -12980266.000000 Penalty: 1146.049438
	Iteration 84Q: 3 clusters Score -1.298027e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -12980326.000000 Penalty: 1146.049438
	Iteration 85Q: 3 clusters Score -1.298033e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 129624 members 
Entering Unmasked Estep 
Score: -12980331.000000 Penalty: 1146.049438
	Iteration 86Q: 3 clusters Score -1.298033e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166129 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -12980374.000000 Penalty: 1146.049438
	Iteration 87Q: 3 clusters Score -1.298037e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167115 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -12980434.000000 Penalty: 1146.049438
	Iteration 88Q: 3 clusters Score -1.298043e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -12980508.000000 Penalty: 1146.049438
	Iteration 89Q: 3 clusters Score -1.298051e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169212 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -12980554.000000 Penalty: 1146.049438
	Iteration 90Q: 3 clusters Score -1.298055e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -12980530.000000 Penalty: 1146.049438
	Iteration 91Q: 3 clusters Score -1.298053e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -12980547.000000 Penalty: 1146.049438
	Iteration 92Q: 3 clusters Score -1.298055e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -12980581.000000 Penalty: 1146.049438
	Iteration 93Q: 3 clusters Score -1.298058e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 121084 members 
Entering Unmasked Estep 
Score: -12980549.000000 Penalty: 1146.049438
	Iteration 94Q: 3 clusters Score -1.298055e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174899 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -12980535.000000 Penalty: 1146.049438
	Iteration 95Q: 3 clusters Score -1.298054e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -12980592.000000 Penalty: 1146.049438
	Iteration 96Q: 3 clusters Score -1.298059e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -12980626.000000 Penalty: 1146.049438
	Iteration 97Q: 3 clusters Score -1.298063e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178398 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -12980625.000000 Penalty: 1146.049438
	Iteration 98Q: 3 clusters Score -1.298062e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -12980735.000000 Penalty: 1146.049438
	Iteration 99Q: 3 clusters Score -1.298074e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180717 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -12980765.000000 Penalty: 1146.049438
	Iteration 100F: 3 clusters Score -1.298076e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -12980834.000000 Penalty: 1146.049438
	Iteration 101Q: 3 clusters Score -1.298083e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 111752 members 
Entering Unmasked Estep 
Score: -12980852.000000 Penalty: 1146.049438
	Iteration 102Q: 3 clusters Score -1.298085e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -12980872.000000 Penalty: 1146.049438
	Iteration 103Q: 3 clusters Score -1.298087e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185356 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -12980881.000000 Penalty: 1146.049438
	Iteration 104Q: 3 clusters Score -1.298088e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186600 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -12980920.000000 Penalty: 1146.049438
	Iteration 105Q: 3 clusters Score -1.298092e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -12980930.000000 Penalty: 1146.049438
	Iteration 106Q: 3 clusters Score -1.298093e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189095 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -12980950.000000 Penalty: 1146.049438
	Iteration 107Q: 3 clusters Score -1.298095e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -12980953.000000 Penalty: 1146.049438
	Iteration 108Q: 3 clusters Score -1.298095e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -12981019.000000 Penalty: 1146.049438
	Iteration 109Q: 3 clusters Score -1.298102e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -12981097.000000 Penalty: 1146.049438
	Iteration 110Q: 3 clusters Score -1.29811e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194007 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -12981124.000000 Penalty: 1146.049438
	Iteration 111Q: 3 clusters Score -1.298112e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195171 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -12981179.000000 Penalty: 1146.049438
	Iteration 112Q: 3 clusters Score -1.298118e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -12981248.000000 Penalty: 1146.049438
	Iteration 113Q: 3 clusters Score -1.298125e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197514 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -12981280.000000 Penalty: 1146.049438
	Iteration 114Q: 3 clusters Score -1.298128e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198648 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -12981438.000000 Penalty: 1146.049438
	Iteration 115Q: 3 clusters Score -1.298144e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199829 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -12981538.000000 Penalty: 1146.049438
	Iteration 116Q: 3 clusters Score -1.298154e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201095 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -12981495.000000 Penalty: 1146.049438
	Iteration 117Q: 3 clusters Score -1.29815e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202406 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -12981449.000000 Penalty: 1146.049438
	Iteration 118Q: 3 clusters Score -1.298145e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203740 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -12981490.000000 Penalty: 1146.049438
	Iteration 119Q: 3 clusters Score -1.298149e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205081 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -12981527.000000 Penalty: 1146.049438
	Iteration 120F: 3 clusters Score -1.298153e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206457 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -12981603.000000 Penalty: 1146.049438
	Iteration 121Q: 3 clusters Score -1.29816e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207883 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -12981662.000000 Penalty: 1146.049438
	Iteration 122Q: 3 clusters Score -1.298166e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209283 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -12981724.000000 Penalty: 1146.049438
	Iteration 123Q: 3 clusters Score -1.298172e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210701 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -12981743.000000 Penalty: 1146.049438
	Iteration 124Q: 3 clusters Score -1.298174e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -12981811.000000 Penalty: 1146.049438
	Iteration 125Q: 3 clusters Score -1.298181e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213302 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -12981857.000000 Penalty: 1146.049438
	Iteration 126Q: 3 clusters Score -1.298186e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214554 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -12981856.000000 Penalty: 1146.049438
	Iteration 127Q: 3 clusters Score -1.298186e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215812 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -12981957.000000 Penalty: 1146.049438
	Iteration 128Q: 3 clusters Score -1.298196e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217080 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -12981989.000000 Penalty: 1146.049438
	Iteration 129Q: 3 clusters Score -1.298199e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218377 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -12981996.000000 Penalty: 1146.049438
	Iteration 130Q: 3 clusters Score -1.2982e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219679 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -12982013.000000 Penalty: 1146.049438
	Iteration 131Q: 3 clusters Score -1.298201e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220994 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -12982127.000000 Penalty: 1146.049438
	Iteration 132Q: 3 clusters Score -1.298213e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222321 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -12982159.000000 Penalty: 1146.049438
	Iteration 133Q: 3 clusters Score -1.298216e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223627 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -12982214.000000 Penalty: 1146.049438
	Iteration 134Q: 3 clusters Score -1.298221e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224945 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -12982293.000000 Penalty: 1146.049438
	Iteration 135Q: 3 clusters Score -1.298229e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226138 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -12982269.000000 Penalty: 1146.049438
	Iteration 136Q: 3 clusters Score -1.298227e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227285 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -12982281.000000 Penalty: 1146.049438
	Iteration 137Q: 3 clusters Score -1.298228e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228358 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -12982337.000000 Penalty: 1146.049438
	Iteration 138Q: 3 clusters Score -1.298234e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -12982387.000000 Penalty: 1146.049438
	Iteration 139Q: 3 clusters Score -1.298239e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -12982414.000000 Penalty: 1146.049438
	Iteration 140F: 3 clusters Score -1.298241e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231627 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -12982482.000000 Penalty: 1146.049438
	Iteration 141Q: 3 clusters Score -1.298248e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232650 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -12982552.000000 Penalty: 1146.049438
	Iteration 142Q: 3 clusters Score -1.298255e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233754 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -12982561.000000 Penalty: 1146.049438
	Iteration 143Q: 3 clusters Score -1.298256e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234809 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -12982637.000000 Penalty: 1146.049438
	Iteration 144Q: 3 clusters Score -1.298264e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235830 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -12982668.000000 Penalty: 1146.049438
	Iteration 145Q: 3 clusters Score -1.298267e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236819 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -12982726.000000 Penalty: 1146.049438
	Iteration 146Q: 3 clusters Score -1.298273e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237749 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -12982728.000000 Penalty: 1146.049438
	Iteration 147Q: 3 clusters Score -1.298273e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238677 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -12982762.000000 Penalty: 1146.049438
	Iteration 148Q: 3 clusters Score -1.298276e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239520 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -12982707.000000 Penalty: 1146.049438
	Iteration 149Q: 3 clusters Score -1.298271e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240339 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -12982747.000000 Penalty: 1146.049438
	Iteration 150Q: 3 clusters Score -1.298275e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241171 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -12982777.000000 Penalty: 1146.049438
	Iteration 151Q: 3 clusters Score -1.298278e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241964 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -12982688.000000 Penalty: 1146.049438
	Iteration 152Q: 3 clusters Score -1.298269e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242753 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -12982654.000000 Penalty: 1146.049438
	Iteration 153Q: 3 clusters Score -1.298265e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243502 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -12982686.000000 Penalty: 1146.049438
	Iteration 154Q: 3 clusters Score -1.298269e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244277 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -12982630.000000 Penalty: 1146.049438
	Iteration 155Q: 3 clusters Score -1.298263e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245058 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -12982696.000000 Penalty: 1146.049438
	Iteration 156Q: 3 clusters Score -1.29827e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245834 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -12982745.000000 Penalty: 1146.049438
	Iteration 157Q: 3 clusters Score -1.298274e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246557 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -12982737.000000 Penalty: 1146.049438
	Iteration 158Q: 3 clusters Score -1.298274e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247236 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -12982795.000000 Penalty: 1146.049438
	Iteration 159Q: 3 clusters Score -1.29828e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247871 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -12982840.000000 Penalty: 1146.049438
	Iteration 160F: 3 clusters Score -1.298284e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248501 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -12982870.000000 Penalty: 1146.049438
	Iteration 161Q: 3 clusters Score -1.298287e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249130 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -12982875.000000 Penalty: 1146.049438
	Iteration 162Q: 3 clusters Score -1.298288e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249741 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -12982893.000000 Penalty: 1146.049438
	Iteration 163Q: 3 clusters Score -1.298289e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250333 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -12982887.000000 Penalty: 1146.049438
	Iteration 164Q: 3 clusters Score -1.298289e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250895 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -12982893.000000 Penalty: 1146.049438
	Iteration 165Q: 3 clusters Score -1.298289e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251465 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -12982867.000000 Penalty: 1146.049438
	Iteration 166Q: 3 clusters Score -1.298287e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252024 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -12982927.000000 Penalty: 1146.049438
	Iteration 167Q: 3 clusters Score -1.298293e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252589 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -12982870.000000 Penalty: 1146.049438
	Iteration 168Q: 3 clusters Score -1.298287e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253154 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -12982854.000000 Penalty: 1146.049438
	Iteration 169Q: 3 clusters Score -1.298285e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253710 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -12982827.000000 Penalty: 1146.049438
	Iteration 170Q: 3 clusters Score -1.298283e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254271 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -12982790.000000 Penalty: 1146.049438
	Iteration 171Q: 3 clusters Score -1.298279e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254837 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -12982752.000000 Penalty: 1146.049438
	Iteration 172Q: 3 clusters Score -1.298275e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255366 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -12982792.000000 Penalty: 1146.049438
	Iteration 173Q: 3 clusters Score -1.298279e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255906 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -12982810.000000 Penalty: 1146.049438
	Iteration 174Q: 3 clusters Score -1.298281e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256414 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -12982794.000000 Penalty: 1146.049438
	Iteration 175Q: 3 clusters Score -1.298279e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256904 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -12982789.000000 Penalty: 1146.049438
	Iteration 176Q: 3 clusters Score -1.298279e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257394 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -12982806.000000 Penalty: 1146.049438
	Iteration 177Q: 3 clusters Score -1.298281e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257885 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -12982852.000000 Penalty: 1146.049438
	Iteration 178Q: 3 clusters Score -1.298285e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258377 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -12982864.000000 Penalty: 1146.049438
	Iteration 179Q: 3 clusters Score -1.298286e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258890 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -12982862.000000 Penalty: 1146.049438
	Iteration 180F: 3 clusters Score -1.298286e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259344 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -12982880.000000 Penalty: 1146.049438
	Iteration 181Q: 3 clusters Score -1.298288e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259811 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -12982901.000000 Penalty: 1146.049438
	Iteration 182Q: 3 clusters Score -1.29829e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260271 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -12982857.000000 Penalty: 1146.049438
	Iteration 183Q: 3 clusters Score -1.298286e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260723 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -12982867.000000 Penalty: 1146.049438
	Iteration 184Q: 3 clusters Score -1.298287e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261201 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -12982826.000000 Penalty: 1146.049438
	Iteration 185Q: 3 clusters Score -1.298283e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261653 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -12982868.000000 Penalty: 1146.049438
	Iteration 186Q: 3 clusters Score -1.298287e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262073 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -12982859.000000 Penalty: 1146.049438
	Iteration 187Q: 3 clusters Score -1.298286e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262483 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -12982841.000000 Penalty: 1146.049438
	Iteration 188Q: 3 clusters Score -1.298284e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262904 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -12982893.000000 Penalty: 1146.049438
	Iteration 189Q: 3 clusters Score -1.298289e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263321 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -12982884.000000 Penalty: 1146.049438
	Iteration 190Q: 3 clusters Score -1.298288e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263739 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -12982889.000000 Penalty: 1146.049438
	Iteration 191Q: 3 clusters Score -1.298289e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264139 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -12982872.000000 Penalty: 1146.049438
	Iteration 192Q: 3 clusters Score -1.298287e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264526 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -12982879.000000 Penalty: 1146.049438
	Iteration 193Q: 3 clusters Score -1.298288e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264897 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -12982874.000000 Penalty: 1146.049438
	Iteration 194Q: 3 clusters Score -1.298287e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265252 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -12982817.000000 Penalty: 1146.049438
	Iteration 195Q: 3 clusters Score -1.298282e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265621 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -12982839.000000 Penalty: 1146.049438
	Iteration 196Q: 3 clusters Score -1.298284e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266018 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -12982814.000000 Penalty: 1146.049438
	Iteration 197Q: 3 clusters Score -1.298281e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266439 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -12982825.000000 Penalty: 1146.049438
	Iteration 198Q: 3 clusters Score -1.298282e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266835 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -12982807.000000 Penalty: 1146.049438
	Iteration 199Q: 3 clusters Score -1.298281e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267278 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -12982821.000000 Penalty: 1146.049438
	Iteration 200F: 3 clusters Score -1.298282e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267759 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -12982814.000000 Penalty: 1146.049438
	Iteration 201Q: 3 clusters Score -1.298281e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268209 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -12982820.000000 Penalty: 1146.049438
	Iteration 202Q: 3 clusters Score -1.298282e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268680 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -12982822.000000 Penalty: 1146.049438
	Iteration 203Q: 3 clusters Score -1.298282e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269128 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -12982852.000000 Penalty: 1146.049438
	Iteration 204Q: 3 clusters Score -1.298285e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269567 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -12982816.000000 Penalty: 1146.049438
	Iteration 205Q: 3 clusters Score -1.298282e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269982 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -12982834.000000 Penalty: 1146.049438
	Iteration 206Q: 3 clusters Score -1.298283e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270400 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -12982877.000000 Penalty: 1146.049438
	Iteration 207Q: 3 clusters Score -1.298288e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270792 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -12982874.000000 Penalty: 1146.049438
	Iteration 208Q: 3 clusters Score -1.298287e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271176 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12982905.000000 Penalty: 1146.049438
	Iteration 209Q: 3 clusters Score -1.29829e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271569 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -12982924.000000 Penalty: 1146.049438
	Iteration 210Q: 3 clusters Score -1.298292e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271934 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -12982888.000000 Penalty: 1146.049438
	Iteration 211Q: 3 clusters Score -1.298289e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272298 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -12982874.000000 Penalty: 1146.049438
	Iteration 212Q: 3 clusters Score -1.298287e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272682 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -12982853.000000 Penalty: 1146.049438
	Iteration 213Q: 3 clusters Score -1.298285e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273049 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -12982829.000000 Penalty: 1146.049438
	Iteration 214Q: 3 clusters Score -1.298283e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273420 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -12982818.000000 Penalty: 1146.049438
	Iteration 215Q: 3 clusters Score -1.298282e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273763 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -12982804.000000 Penalty: 1146.049438
	Iteration 216Q: 3 clusters Score -1.29828e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274087 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -12982780.000000 Penalty: 1146.049438
	Iteration 217Q: 3 clusters Score -1.298278e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274389 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -12982798.000000 Penalty: 1146.049438
	Iteration 218Q: 3 clusters Score -1.29828e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274680 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -12982780.000000 Penalty: 1146.049438
	Iteration 219Q: 3 clusters Score -1.298278e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274960 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -12982775.000000 Penalty: 1146.049438
	Iteration 220F: 3 clusters Score -1.298278e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275240 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -12982795.000000 Penalty: 1146.049438
	Iteration 221Q: 3 clusters Score -1.29828e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275507 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -12982807.000000 Penalty: 1146.049438
	Iteration 222Q: 3 clusters Score -1.298281e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275767 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -12982827.000000 Penalty: 1146.049438
	Iteration 223Q: 3 clusters Score -1.298283e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276033 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -12982802.000000 Penalty: 1146.049438
	Iteration 224Q: 3 clusters Score -1.29828e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276263 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -12982796.000000 Penalty: 1146.049438
	Iteration 225Q: 3 clusters Score -1.29828e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276530 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -12982762.000000 Penalty: 1146.049438
	Iteration 226Q: 3 clusters Score -1.298276e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276819 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -12982761.000000 Penalty: 1146.049438
	Iteration 227Q: 3 clusters Score -1.298276e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277122 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -12982749.000000 Penalty: 1146.049438
	Iteration 228Q: 3 clusters Score -1.298275e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277460 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -12982752.000000 Penalty: 1146.049438
	Iteration 229Q: 3 clusters Score -1.298275e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277751 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -12982720.000000 Penalty: 1146.049438
	Iteration 230Q: 3 clusters Score -1.298272e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278039 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -12982731.000000 Penalty: 1146.049438
	Iteration 231Q: 3 clusters Score -1.298273e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278346 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -12982706.000000 Penalty: 1146.049438
	Iteration 232Q: 3 clusters Score -1.298271e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278639 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -12982718.000000 Penalty: 1146.049438
	Iteration 233Q: 3 clusters Score -1.298272e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278945 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -12982742.000000 Penalty: 1146.049438
	Iteration 234Q: 3 clusters Score -1.298274e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279220 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -12982720.000000 Penalty: 1146.049438
	Iteration 235Q: 3 clusters Score -1.298272e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279488 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -12982730.000000 Penalty: 1146.049438
	Iteration 236Q: 3 clusters Score -1.298273e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279754 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -12982721.000000 Penalty: 1146.049438
	Iteration 237Q: 3 clusters Score -1.298272e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280006 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -12982707.000000 Penalty: 1146.049438
	Iteration 238Q: 3 clusters Score -1.298271e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280270 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -12982695.000000 Penalty: 1146.049438
	Iteration 239Q: 3 clusters Score -1.29827e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280546 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -12982668.000000 Penalty: 1146.049438
	Iteration 240F: 3 clusters Score -1.298267e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280778 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -12982666.000000 Penalty: 1146.049438
	Iteration 241Q: 3 clusters Score -1.298267e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281054 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -12982657.000000 Penalty: 1146.049438
	Iteration 242Q: 3 clusters Score -1.298266e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281353 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -12982699.000000 Penalty: 1146.049438
	Iteration 243Q: 3 clusters Score -1.29827e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281696 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -12982697.000000 Penalty: 1146.049438
	Iteration 244Q: 3 clusters Score -1.29827e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282025 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -12982733.000000 Penalty: 1146.049438
	Iteration 245Q: 3 clusters Score -1.298273e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282350 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -12982702.000000 Penalty: 1146.049438
	Iteration 246Q: 3 clusters Score -1.29827e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282685 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -12982732.000000 Penalty: 1146.049438
	Iteration 247Q: 3 clusters Score -1.298273e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283022 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -12982773.000000 Penalty: 1146.049438
	Iteration 248Q: 3 clusters Score -1.298277e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283391 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -12982819.000000 Penalty: 1146.049438
	Iteration 249Q: 3 clusters Score -1.298282e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283723 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -12982859.000000 Penalty: 1146.049438
	Iteration 250Q: 3 clusters Score -1.298286e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284026 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -12982890.000000 Penalty: 1146.049438
	Iteration 251Q: 3 clusters Score -1.298289e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284308 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -12982906.000000 Penalty: 1146.049438
	Iteration 252Q: 3 clusters Score -1.298291e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284628 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -12982917.000000 Penalty: 1146.049438
	Iteration 253Q: 3 clusters Score -1.298292e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284901 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -12982931.000000 Penalty: 1146.049438
	Iteration 254Q: 3 clusters Score -1.298293e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285156 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -12982925.000000 Penalty: 1146.049438
	Iteration 255Q: 3 clusters Score -1.298292e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285440 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -12982963.000000 Penalty: 1146.049438
	Iteration 256Q: 3 clusters Score -1.298296e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285713 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -12982994.000000 Penalty: 1146.049438
	Iteration 257Q: 3 clusters Score -1.298299e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285950 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -12982983.000000 Penalty: 1146.049438
	Iteration 258Q: 3 clusters Score -1.298298e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286154 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -12982970.000000 Penalty: 1146.049438
	Iteration 259Q: 3 clusters Score -1.298297e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286369 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -12982957.000000 Penalty: 1146.049438
	Iteration 260F: 3 clusters Score -1.298296e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286598 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -12982977.000000 Penalty: 1146.049438
	Iteration 261Q: 3 clusters Score -1.298298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286831 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -12982987.000000 Penalty: 1146.049438
	Iteration 262Q: 3 clusters Score -1.298299e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287059 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -12983046.000000 Penalty: 1146.049438
	Iteration 263Q: 3 clusters Score -1.298305e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287291 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -12983051.000000 Penalty: 1146.049438
	Iteration 264Q: 3 clusters Score -1.298305e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287536 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -12983088.000000 Penalty: 1146.049438
	Iteration 265Q: 3 clusters Score -1.298309e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287765 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -12983150.000000 Penalty: 1146.049438
	Iteration 266Q: 3 clusters Score -1.298315e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288026 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -12983179.000000 Penalty: 1146.049438
	Iteration 267Q: 3 clusters Score -1.298318e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288298 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -12983214.000000 Penalty: 1146.049438
	Iteration 268Q: 3 clusters Score -1.298321e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288534 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -12983234.000000 Penalty: 1146.049438
	Iteration 269Q: 3 clusters Score -1.298323e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288782 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -12983281.000000 Penalty: 1146.049438
	Iteration 270Q: 3 clusters Score -1.298328e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289029 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -12983332.000000 Penalty: 1146.049438
	Iteration 271Q: 3 clusters Score -1.298333e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289288 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -12983336.000000 Penalty: 1146.049438
	Iteration 272Q: 3 clusters Score -1.298334e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289516 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -12983370.000000 Penalty: 1146.049438
	Iteration 273Q: 3 clusters Score -1.298337e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289727 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12983411.000000 Penalty: 1146.049438
	Iteration 274Q: 3 clusters Score -1.298341e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289948 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -12983400.000000 Penalty: 1146.049438
	Iteration 275Q: 3 clusters Score -1.29834e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290132 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -12983405.000000 Penalty: 1146.049438
	Iteration 276Q: 3 clusters Score -1.29834e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290312 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -12983442.000000 Penalty: 1146.049438
	Iteration 277Q: 3 clusters Score -1.298344e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290476 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -12983467.000000 Penalty: 1146.049438
	Iteration 278Q: 3 clusters Score -1.298347e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290654 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -12983494.000000 Penalty: 1146.049438
	Iteration 279Q: 3 clusters Score -1.298349e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290820 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -12983543.000000 Penalty: 1146.049438
	Iteration 280F: 3 clusters Score -1.298354e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290984 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -12983578.000000 Penalty: 1146.049438
	Iteration 281Q: 3 clusters Score -1.298358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291112 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -12983604.000000 Penalty: 1146.049438
	Iteration 282Q: 3 clusters Score -1.29836e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291249 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -12983609.000000 Penalty: 1146.049438
	Iteration 283Q: 3 clusters Score -1.298361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291378 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -12983660.000000 Penalty: 1146.049438
	Iteration 284Q: 3 clusters Score -1.298366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291488 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -12983684.000000 Penalty: 1146.049438
	Iteration 285Q: 3 clusters Score -1.298368e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291593 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -12983711.000000 Penalty: 1146.049438
	Iteration 286Q: 3 clusters Score -1.298371e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291684 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -12983720.000000 Penalty: 1146.049438
	Iteration 287Q: 3 clusters Score -1.298372e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291773 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -12983727.000000 Penalty: 1146.049438
	Iteration 288Q: 3 clusters Score -1.298373e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291883 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -12983745.000000 Penalty: 1146.049438
	Iteration 289Q: 3 clusters Score -1.298374e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291982 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12983779.000000 Penalty: 1146.049438
	Iteration 290Q: 3 clusters Score -1.298378e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292066 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -12983778.000000 Penalty: 1146.049438
	Iteration 291Q: 3 clusters Score -1.298378e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292156 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -12983791.000000 Penalty: 1146.049438
	Iteration 292Q: 3 clusters Score -1.298379e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292242 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12983802.000000 Penalty: 1146.049438
	Iteration 293Q: 3 clusters Score -1.29838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292315 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -12983827.000000 Penalty: 1146.049438
	Iteration 294Q: 3 clusters Score -1.298383e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292391 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12983845.000000 Penalty: 1146.049438
	Iteration 295Q: 3 clusters Score -1.298384e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292472 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -12983838.000000 Penalty: 1146.049438
	Iteration 296Q: 3 clusters Score -1.298384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292554 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -12983864.000000 Penalty: 1146.049438
	Iteration 297Q: 3 clusters Score -1.298386e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292610 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12983859.000000 Penalty: 1146.049438
	Iteration 298Q: 3 clusters Score -1.298386e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292650 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -12983872.000000 Penalty: 1146.049438
	Iteration 299Q: 3 clusters Score -1.298387e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292712 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12983898.000000 Penalty: 1146.049438
	Iteration 300F: 3 clusters Score -1.29839e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292746 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12983892.000000 Penalty: 1146.049438
	Iteration 301Q: 3 clusters Score -1.298389e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292807 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12983905.000000 Penalty: 1146.049438
	Iteration 302Q: 3 clusters Score -1.29839e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292896 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12983915.000000 Penalty: 1146.049438
	Iteration 303Q: 3 clusters Score -1.298392e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292961 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -12983910.000000 Penalty: 1146.049438
	Iteration 304Q: 3 clusters Score -1.298391e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293054 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -12983920.000000 Penalty: 1146.049438
	Iteration 305Q: 3 clusters Score -1.298392e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293129 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12983922.000000 Penalty: 1146.049438
	Iteration 306Q: 3 clusters Score -1.298392e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293214 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12983918.000000 Penalty: 1146.049438
	Iteration 307Q: 3 clusters Score -1.298392e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293281 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -12983927.000000 Penalty: 1146.049438
	Iteration 308Q: 3 clusters Score -1.298393e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293346 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12983910.000000 Penalty: 1146.049438
	Iteration 309Q: 3 clusters Score -1.298391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293395 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12983934.000000 Penalty: 1146.049438
	Iteration 310Q: 3 clusters Score -1.298393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293467 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12983955.000000 Penalty: 1146.049438
	Iteration 311Q: 3 clusters Score -1.298396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293543 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12983981.000000 Penalty: 1146.049438
	Iteration 312Q: 3 clusters Score -1.298398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293606 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12983983.000000 Penalty: 1146.049438
	Iteration 313Q: 3 clusters Score -1.298398e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293682 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12983997.000000 Penalty: 1146.049438
	Iteration 314Q: 3 clusters Score -1.2984e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293743 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12984007.000000 Penalty: 1146.049438
	Iteration 315Q: 3 clusters Score -1.298401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293779 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12983996.000000 Penalty: 1146.049438
	Iteration 316Q: 3 clusters Score -1.2984e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293826 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12984006.000000 Penalty: 1146.049438
	Iteration 317Q: 3 clusters Score -1.298401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293847 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12984020.000000 Penalty: 1146.049438
	Iteration 318Q: 3 clusters Score -1.298402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293861 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12984037.000000 Penalty: 1146.049438
	Iteration 319Q: 3 clusters Score -1.298404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293899 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12984031.000000 Penalty: 1146.049438
	Iteration 320F: 3 clusters Score -1.298403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293928 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12984058.000000 Penalty: 1146.049438
	Iteration 321Q: 3 clusters Score -1.298406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293966 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12984063.000000 Penalty: 1146.049438
	Iteration 322Q: 3 clusters Score -1.298406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12984074.000000 Penalty: 1146.049438
	Iteration 323Q: 3 clusters Score -1.298407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12984076.000000 Penalty: 1146.049438
	Iteration 324Q: 3 clusters Score -1.298408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293999 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12984088.000000 Penalty: 1146.049438
	Iteration 325Q: 3 clusters Score -1.298409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294015 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12984094.000000 Penalty: 1146.049438
	Iteration 326Q: 3 clusters Score -1.298409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294032 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12984103.000000 Penalty: 1146.049438
	Iteration 327Q: 3 clusters Score -1.29841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294040 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12984109.000000 Penalty: 1146.049438
	Iteration 328Q: 3 clusters Score -1.298411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294051 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12984116.000000 Penalty: 1146.049438
	Iteration 329Q: 3 clusters Score -1.298412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294065 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12984113.000000 Penalty: 1146.049438
	Iteration 330Q: 3 clusters Score -1.298411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294089 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12984106.000000 Penalty: 1146.049438
	Iteration 331Q: 3 clusters Score -1.298411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294115 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12984110.000000 Penalty: 1146.049438
	Iteration 332Q: 3 clusters Score -1.298411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294119 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12984110.000000 Penalty: 1146.049438
	Iteration 333Q: 3 clusters Score -1.298411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294123 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12984120.000000 Penalty: 1146.049438
	Iteration 334Q: 3 clusters Score -1.298412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294135 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12984127.000000 Penalty: 1146.049438
	Iteration 335Q: 3 clusters Score -1.298413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294142 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12984115.000000 Penalty: 1146.049438
	Iteration 336Q: 3 clusters Score -1.298412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294159 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12984126.000000 Penalty: 1146.049438
	Iteration 337Q: 3 clusters Score -1.298413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294171 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12984130.000000 Penalty: 1146.049438
	Iteration 338Q: 3 clusters Score -1.298413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294177 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12984131.000000 Penalty: 1146.049438
	Iteration 339Q: 3 clusters Score -1.298413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294183 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12984133.000000 Penalty: 1146.049438
	Iteration 340F: 3 clusters Score -1.298413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294191 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12984126.000000 Penalty: 1146.049438
	Iteration 341Q: 3 clusters Score -1.298413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294199 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12984125.000000 Penalty: 1146.049438
	Iteration 342Q: 3 clusters Score -1.298412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294201 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12984140.000000 Penalty: 1146.049438
	Iteration 343Q: 3 clusters Score -1.298414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12984139.000000 Penalty: 1146.049438
	Iteration 344Q: 3 clusters Score -1.298414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294238 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12984151.000000 Penalty: 1146.049438
	Iteration 345Q: 3 clusters Score -1.298415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294255 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12984153.000000 Penalty: 1146.049438
	Iteration 346Q: 3 clusters Score -1.298415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294280 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12984152.000000 Penalty: 1146.049438
	Iteration 347Q: 3 clusters Score -1.298415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294279 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12984155.000000 Penalty: 1146.049438
	Iteration 348Q: 3 clusters Score -1.298416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294278 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12984158.000000 Penalty: 1146.049438
	Iteration 349Q: 3 clusters Score -1.298416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294283 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12984159.000000 Penalty: 1146.049438
	Iteration 350Q: 3 clusters Score -1.298416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294290 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12984170.000000 Penalty: 1146.049438
	Iteration 351Q: 3 clusters Score -1.298417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294300 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12984166.000000 Penalty: 1146.049438
	Iteration 352Q: 3 clusters Score -1.298417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12984166.000000 Penalty: 1146.049438
	Iteration 353Q: 3 clusters Score -1.298417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -12984181.000000 Penalty: 1146.049438
	Iteration 354Q: 3 clusters Score -1.298418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294341 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12984189.000000 Penalty: 1146.049438
	Iteration 355Q: 3 clusters Score -1.298419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294342 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12984187.000000 Penalty: 1146.049438
	Iteration 356Q: 3 clusters Score -1.298419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294347 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12984188.000000 Penalty: 1146.049438
	Iteration 357Q: 3 clusters Score -1.298419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294350 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12984187.000000 Penalty: 1146.049438
	Iteration 358Q: 3 clusters Score -1.298419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294353 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12984183.000000 Penalty: 1146.049438
	Iteration 359Q: 3 clusters Score -1.298418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294364 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12984183.000000 Penalty: 1146.049438
	Iteration 360F: 3 clusters Score -1.298418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294363 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12984188.000000 Penalty: 1146.049438
	Iteration 361Q: 3 clusters Score -1.298419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294363 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12984193.000000 Penalty: 1146.049438
	Iteration 362Q: 3 clusters Score -1.298419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294366 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12984189.000000 Penalty: 1146.049438
	Iteration 363Q: 3 clusters Score -1.298419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294373 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12984184.000000 Penalty: 1146.049438
	Iteration 364Q: 3 clusters Score -1.298418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294378 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12984187.000000 Penalty: 1146.049438
	Iteration 365Q: 3 clusters Score -1.298419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12984190.000000 Penalty: 1146.049438
	Iteration 366Q: 3 clusters Score -1.298419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12984190.000000 Penalty: 1146.049438
	Iteration 367F: 3 clusters Score -1.298419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Entering Unmasked Estep 
Score: -1081828.625000 Penalty: 460.930664
	Iteration 0F: 2 clusters Score -1081829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1065120.125000 Penalty: 921.861328
	Iteration 0F: 3 clusters Score -1065120 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1072025.500000 Penalty: 921.861328
	Iteration 1F: 3 clusters Score -1072026 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1072278.625000 Penalty: 921.861328
	Iteration 2Q: 3 clusters Score -1072279 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1072530.875000 Penalty: 921.861328
	Iteration 3Q: 3 clusters Score -1072531 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1072762.250000 Penalty: 921.861328
	Iteration 4Q: 3 clusters Score -1072762 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1073004.250000 Penalty: 921.861328
	Iteration 5Q: 3 clusters Score -1073004 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1073252.625000 Penalty: 921.861328
	Iteration 6Q: 3 clusters Score -1073253 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1073527.625000 Penalty: 921.861328
	Iteration 7Q: 3 clusters Score -1073528 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1073872.750000 Penalty: 921.861328
	Iteration 8Q: 3 clusters Score -1073873 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1074335.250000 Penalty: 921.861328
	Iteration 9Q: 3 clusters Score -1074335 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1074995.375000 Penalty: 921.861328
	Iteration 10Q: 3 clusters Score -1074995 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1075871.875000 Penalty: 921.861328
	Iteration 11Q: 3 clusters Score -1075872 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1076984.500000 Penalty: 921.861328
	Iteration 12F: 3 clusters Score -1076984 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1077916.875000 Penalty: 921.861328
	Iteration 13F: 3 clusters Score -1077917 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1078463.750000 Penalty: 921.861328
	Iteration 14Q: 3 clusters Score -1078464 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1078848.250000 Penalty: 921.861328
	Iteration 15Q: 3 clusters Score -1078848 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1079183.875000 Penalty: 921.861328
	Iteration 16Q: 3 clusters Score -1079184 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1079489.125000 Penalty: 921.861328
	Iteration 17Q: 3 clusters Score -1079489 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1079784.375000 Penalty: 921.861328
	Iteration 18Q: 3 clusters Score -1079784 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1080062.625000 Penalty: 921.861328
	Iteration 19Q: 3 clusters Score -1080063 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1080330.000000 Penalty: 921.861328
	Iteration 20F: 3 clusters Score -1080330 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1080546.625000 Penalty: 921.861328
	Iteration 21Q: 3 clusters Score -1080547 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1080683.125000 Penalty: 921.861328
	Iteration 22Q: 3 clusters Score -1080683 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1080788.500000 Penalty: 921.861328
	Iteration 23Q: 3 clusters Score -1080788 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1080863.875000 Penalty: 921.861328
	Iteration 24Q: 3 clusters Score -1080864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1080908.000000 Penalty: 921.861328
	Iteration 25Q: 3 clusters Score -1080908 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1080944.375000 Penalty: 921.861328
	Iteration 26Q: 3 clusters Score -1080944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1080970.250000 Penalty: 921.861328
	Iteration 27Q: 3 clusters Score -1080970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1080984.875000 Penalty: 921.861328
	Iteration 28Q: 3 clusters Score -1080985 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1080996.500000 Penalty: 921.861328
	Iteration 29Q: 3 clusters Score -1080996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1081005.250000 Penalty: 921.861328
	Iteration 30Q: 3 clusters Score -1081005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1081012.125000 Penalty: 921.861328
	Iteration 31Q: 3 clusters Score -1081012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1081017.750000 Penalty: 921.861328
	Iteration 32Q: 3 clusters Score -1081018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1081023.375000 Penalty: 921.861328
	Iteration 33Q: 3 clusters Score -1081023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1081025.750000 Penalty: 921.861328
	Iteration 34Q: 3 clusters Score -1081026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1081027.750000 Penalty: 921.861328
	Iteration 35Q: 3 clusters Score -1081028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1081034.000000 Penalty: 921.861328
	Iteration 36Q: 3 clusters Score -1081034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1081033.750000 Penalty: 921.861328
	Iteration 37Q: 3 clusters Score -1081034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1081036.875000 Penalty: 921.861328
	Iteration 38Q: 3 clusters Score -1081037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1081036.250000 Penalty: 921.861328
	Iteration 39Q: 3 clusters Score -1081036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1081039.875000 Penalty: 921.861328
	Iteration 40F: 3 clusters Score -1081040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1081041.500000 Penalty: 921.861328
	Iteration 41Q: 3 clusters Score -1081042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1081039.125000 Penalty: 921.861328
	Iteration 42Q: 3 clusters Score -1081039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1081040.000000 Penalty: 921.861328
	Iteration 43Q: 3 clusters Score -1081040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1081041.875000 Penalty: 921.861328
	Iteration 44Q: 3 clusters Score -1081042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1081041.875000 Penalty: 921.861328
	Iteration 45Q: 3 clusters Score -1081042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1081041.250000 Penalty: 921.861328
	Iteration 46Q: 3 clusters Score -1081041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1081044.125000 Penalty: 921.861328
	Iteration 47Q: 3 clusters Score -1081044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1081045.250000 Penalty: 921.861328
	Iteration 48Q: 3 clusters Score -1081045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1081046.625000 Penalty: 921.861328
	Iteration 49Q: 3 clusters Score -1081047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1081046.250000 Penalty: 921.861328
	Iteration 50Q: 3 clusters Score -1081046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1081046.875000 Penalty: 921.861328
	Iteration 51Q: 3 clusters Score -1081047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1081044.750000 Penalty: 921.861328
	Iteration 52Q: 3 clusters Score -1081045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1081045.500000 Penalty: 921.861328
	Iteration 53Q: 3 clusters Score -1081046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1081051.000000 Penalty: 921.861328
	Iteration 54Q: 3 clusters Score -1081051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1081049.250000 Penalty: 921.861328
	Iteration 55Q: 3 clusters Score -1081049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1081049.875000 Penalty: 921.861328
	Iteration 56Q: 3 clusters Score -1081050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1081053.250000 Penalty: 921.861328
	Iteration 57Q: 3 clusters Score -1081053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1081053.625000 Penalty: 921.861328
	Iteration 58Q: 3 clusters Score -1081054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1081053.875000 Penalty: 921.861328
	Iteration 59Q: 3 clusters Score -1081054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1081054.250000 Penalty: 921.861328
	Iteration 60F: 3 clusters Score -1081054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1081056.000000 Penalty: 921.861328
	Iteration 61Q: 3 clusters Score -1081056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1081055.375000 Penalty: 921.861328
	Iteration 62Q: 3 clusters Score -1081055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1081058.500000 Penalty: 921.861328
	Iteration 63Q: 3 clusters Score -1081058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1081060.750000 Penalty: 921.861328
	Iteration 64Q: 3 clusters Score -1081061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1081061.000000 Penalty: 921.861328
	Iteration 65Q: 3 clusters Score -1081061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1081062.125000 Penalty: 921.861328
	Iteration 66Q: 3 clusters Score -1081062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1081062.375000 Penalty: 921.861328
	Iteration 67Q: 3 clusters Score -1081062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1081063.375000 Penalty: 921.861328
	Iteration 68Q: 3 clusters Score -1081063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1081064.250000 Penalty: 921.861328
	Iteration 69Q: 3 clusters Score -1081064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1081061.625000 Penalty: 921.861328
	Iteration 70Q: 3 clusters Score -1081062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1081063.625000 Penalty: 921.861328
	Iteration 71Q: 3 clusters Score -1081064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1081064.500000 Penalty: 921.861328
	Iteration 72Q: 3 clusters Score -1081064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1081066.000000 Penalty: 921.861328
	Iteration 73Q: 3 clusters Score -1081066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1081064.375000 Penalty: 921.861328
	Iteration 74Q: 3 clusters Score -1081064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1081066.625000 Penalty: 921.861328
	Iteration 75Q: 3 clusters Score -1081067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1081062.500000 Penalty: 921.861328
	Iteration 76Q: 3 clusters Score -1081062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1081060.875000 Penalty: 921.861328
	Iteration 77Q: 3 clusters Score -1081061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1081062.875000 Penalty: 921.861328
	Iteration 78Q: 3 clusters Score -1081063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1081063.750000 Penalty: 921.861328
	Iteration 79Q: 3 clusters Score -1081064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1081063.750000 Penalty: 921.861328
	Iteration 80F: 3 clusters Score -1081064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1081064.375000 Penalty: 921.861328
	Iteration 81Q: 3 clusters Score -1081064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1081062.875000 Penalty: 921.861328
	Iteration 82Q: 3 clusters Score -1081063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1081062.125000 Penalty: 921.861328
	Iteration 83Q: 3 clusters Score -1081062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1081063.375000 Penalty: 921.861328
	Iteration 84Q: 3 clusters Score -1081063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1081062.625000 Penalty: 921.861328
	Iteration 85Q: 3 clusters Score -1081063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1081063.875000 Penalty: 921.861328
	Iteration 86Q: 3 clusters Score -1081064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1081061.875000 Penalty: 921.861328
	Iteration 87Q: 3 clusters Score -1081062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1081062.125000 Penalty: 921.861328
	Iteration 88Q: 3 clusters Score -1081062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1081061.750000 Penalty: 921.861328
	Iteration 89Q: 3 clusters Score -1081062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1081061.625000 Penalty: 921.861328
	Iteration 90Q: 3 clusters Score -1081062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1081062.375000 Penalty: 921.861328
	Iteration 91Q: 3 clusters Score -1081062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1081063.000000 Penalty: 921.861328
	Iteration 92Q: 3 clusters Score -1081063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1081065.125000 Penalty: 921.861328
	Iteration 93Q: 3 clusters Score -1081065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1081063.500000 Penalty: 921.861328
	Iteration 94Q: 3 clusters Score -1081064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1081064.625000 Penalty: 921.861328
	Iteration 95Q: 3 clusters Score -1081065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1081066.625000 Penalty: 921.861328
	Iteration 96Q: 3 clusters Score -1081067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1081068.250000 Penalty: 921.861328
	Iteration 97Q: 3 clusters Score -1081068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1081067.250000 Penalty: 921.861328
	Iteration 98Q: 3 clusters Score -1081067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1081068.250000 Penalty: 921.861328
	Iteration 99Q: 3 clusters Score -1081068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1081071.125000 Penalty: 921.861328
	Iteration 100F: 3 clusters Score -1081071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1081069.875000 Penalty: 921.861328
	Iteration 101Q: 3 clusters Score -1081070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1081069.250000 Penalty: 921.861328
	Iteration 102Q: 3 clusters Score -1081069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1081071.250000 Penalty: 921.861328
	Iteration 103Q: 3 clusters Score -1081071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1081069.875000 Penalty: 921.861328
	Iteration 104Q: 3 clusters Score -1081070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1081069.000000 Penalty: 921.861328
	Iteration 105Q: 3 clusters Score -1081069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1081066.625000 Penalty: 921.861328
	Iteration 106Q: 3 clusters Score -1081067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1081066.125000 Penalty: 921.861328
	Iteration 107Q: 3 clusters Score -1081066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1081064.375000 Penalty: 921.861328
	Iteration 108Q: 3 clusters Score -1081064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1081064.375000 Penalty: 921.861328
	Iteration 109Q: 3 clusters Score -1081064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1081064.375000 Penalty: 921.861328
	Iteration 110F: 3 clusters Score -1081064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -34119.855469 Penalty: 311.487549
	Iteration 0F: 2 clusters Score -34119.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -33370.597656 Penalty: 622.975098
	Iteration 0F: 3 clusters Score -33370.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -33663.710938 Penalty: 622.975098
	Iteration 1F: 3 clusters Score -33663.71 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -33789.425781 Penalty: 622.975098
	Iteration 2F: 3 clusters Score -33789.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33855.753906 Penalty: 622.975098
	Iteration 3F: 3 clusters Score -33855.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -33921.160156 Penalty: 622.975098
	Iteration 4F: 3 clusters Score -33921.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -33978.058594 Penalty: 622.975098
	Iteration 5F: 3 clusters Score -33978.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -34020.363281 Penalty: 622.975098
	Iteration 6Q: 3 clusters Score -34020.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -34054.539062 Penalty: 622.975098
	Iteration 7Q: 3 clusters Score -34054.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -34080.171875 Penalty: 622.975098
	Iteration 8Q: 3 clusters Score -34080.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -34096.066406 Penalty: 622.975098
	Iteration 9Q: 3 clusters Score -34096.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -34107.187500 Penalty: 622.975098
	Iteration 10Q: 3 clusters Score -34107.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -34110.664062 Penalty: 622.975098
	Iteration 11Q: 3 clusters Score -34110.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -34114.140625 Penalty: 622.975098
	Iteration 12Q: 3 clusters Score -34114.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -34123.410156 Penalty: 622.975098
	Iteration 13Q: 3 clusters Score -34123.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -34135.101562 Penalty: 622.975098
	Iteration 14Q: 3 clusters Score -34135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -34135.101562 Penalty: 622.975098
	Iteration 15F: 3 clusters Score -34135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294770 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 39 members 
Mstep: Class 4 contains 40211 members 
Mstep: Class 5 contains 42351 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 65367 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 155634 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 18094 members 
Mstep: Class 15 contains 304987 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36023 members 
Mstep: Class 19 contains 89317 members 
Mstep: Class 20 contains 901 members 
Entering Unmasked Estep 
Score: -46953480.000000 Penalty: 12671.912109
Splitting cluster 3 changes total score from -46953672.000000 to -46953480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (40211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Entering Unmasked Estep 
Score: -1630493.250000 Penalty: 482.386292
	Iteration 0F: 2 clusters Score -1630493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -1603641.250000 Penalty: 964.772583
	Iteration 0F: 3 clusters Score -1603641 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1616496.750000 Penalty: 964.772583
	Iteration 1F: 3 clusters Score -1616497 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -1618408.500000 Penalty: 964.772583
	Iteration 2F: 3 clusters Score -1618408 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1620934.750000 Penalty: 964.772583
	Iteration 3F: 3 clusters Score -1620935 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1623196.750000 Penalty: 964.772583
	Iteration 4F: 3 clusters Score -1623197 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -1624487.750000 Penalty: 964.772583
	Iteration 5F: 3 clusters Score -1624488 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -1625068.750000 Penalty: 964.772583
	Iteration 6Q: 3 clusters Score -1625069 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -1625382.750000 Penalty: 964.772583
	Iteration 7Q: 3 clusters Score -1625383 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -1625633.375000 Penalty: 964.772583
	Iteration 8Q: 3 clusters Score -1625633 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1625827.750000 Penalty: 964.772583
	Iteration 9Q: 3 clusters Score -1625828 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -1626038.625000 Penalty: 964.772583
	Iteration 10Q: 3 clusters Score -1626039 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -1626224.000000 Penalty: 964.772583
	Iteration 11Q: 3 clusters Score -1626224 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -1626387.500000 Penalty: 964.772583
	Iteration 12Q: 3 clusters Score -1626388 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -1626523.750000 Penalty: 964.772583
	Iteration 13Q: 3 clusters Score -1626524 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -1626662.625000 Penalty: 964.772583
	Iteration 14Q: 3 clusters Score -1626663 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -1626824.125000 Penalty: 964.772583
	Iteration 15Q: 3 clusters Score -1626824 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -1626977.500000 Penalty: 964.772583
	Iteration 16Q: 3 clusters Score -1626978 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -1627165.875000 Penalty: 964.772583
	Iteration 17Q: 3 clusters Score -1627166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -1627339.500000 Penalty: 964.772583
	Iteration 18Q: 3 clusters Score -1627340 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -1627526.625000 Penalty: 964.772583
	Iteration 19Q: 3 clusters Score -1627527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -1627704.375000 Penalty: 964.772583
	Iteration 20F: 3 clusters Score -1627704 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -1627880.375000 Penalty: 964.772583
	Iteration 21Q: 3 clusters Score -1627880 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -1628104.750000 Penalty: 964.772583
	Iteration 22Q: 3 clusters Score -1628105 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -1628317.000000 Penalty: 964.772583
	Iteration 23Q: 3 clusters Score -1628317 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -1628554.000000 Penalty: 964.772583
	Iteration 24Q: 3 clusters Score -1628554 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -1628793.125000 Penalty: 964.772583
	Iteration 25Q: 3 clusters Score -1628793 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -1629001.250000 Penalty: 964.772583
	Iteration 26Q: 3 clusters Score -1629001 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -1629177.000000 Penalty: 964.772583
	Iteration 27Q: 3 clusters Score -1629177 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1629321.000000 Penalty: 964.772583
	Iteration 28Q: 3 clusters Score -1629321 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -1629435.500000 Penalty: 964.772583
	Iteration 29Q: 3 clusters Score -1629436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -1629543.750000 Penalty: 964.772583
	Iteration 30Q: 3 clusters Score -1629544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -1629623.000000 Penalty: 964.772583
	Iteration 31Q: 3 clusters Score -1629623 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -1629702.375000 Penalty: 964.772583
	Iteration 32Q: 3 clusters Score -1629702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -1629779.375000 Penalty: 964.772583
	Iteration 33Q: 3 clusters Score -1629779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -1629856.875000 Penalty: 964.772583
	Iteration 34Q: 3 clusters Score -1629857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -1629908.500000 Penalty: 964.772583
	Iteration 35Q: 3 clusters Score -1629908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -1629959.750000 Penalty: 964.772583
	Iteration 36Q: 3 clusters Score -1629960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -1630000.250000 Penalty: 964.772583
	Iteration 37Q: 3 clusters Score -1630000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -1630037.250000 Penalty: 964.772583
	Iteration 38Q: 3 clusters Score -1630037 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -1630073.750000 Penalty: 964.772583
	Iteration 39Q: 3 clusters Score -1630074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -1630117.000000 Penalty: 964.772583
	Iteration 40F: 3 clusters Score -1630117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -1630144.000000 Penalty: 964.772583
	Iteration 41Q: 3 clusters Score -1630144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -1630167.625000 Penalty: 964.772583
	Iteration 42Q: 3 clusters Score -1630168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -1630184.500000 Penalty: 964.772583
	Iteration 43Q: 3 clusters Score -1630184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -1630201.250000 Penalty: 964.772583
	Iteration 44Q: 3 clusters Score -1630201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -1630220.375000 Penalty: 964.772583
	Iteration 45Q: 3 clusters Score -1630220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -1630237.875000 Penalty: 964.772583
	Iteration 46Q: 3 clusters Score -1630238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -1630244.500000 Penalty: 964.772583
	Iteration 47Q: 3 clusters Score -1630244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -1630256.250000 Penalty: 964.772583
	Iteration 48Q: 3 clusters Score -1630256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -1630258.375000 Penalty: 964.772583
	Iteration 49Q: 3 clusters Score -1630258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -1630266.000000 Penalty: 964.772583
	Iteration 50Q: 3 clusters Score -1630266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -1630272.000000 Penalty: 964.772583
	Iteration 51Q: 3 clusters Score -1630272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -1630276.375000 Penalty: 964.772583
	Iteration 52Q: 3 clusters Score -1630276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -1630278.750000 Penalty: 964.772583
	Iteration 53Q: 3 clusters Score -1630279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -1630279.875000 Penalty: 964.772583
	Iteration 54Q: 3 clusters Score -1630280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -1630280.625000 Penalty: 964.772583
	Iteration 55Q: 3 clusters Score -1630281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -1630281.875000 Penalty: 964.772583
	Iteration 56Q: 3 clusters Score -1630282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -1630280.750000 Penalty: 964.772583
	Iteration 57Q: 3 clusters Score -1630281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -1630278.375000 Penalty: 964.772583
	Iteration 58Q: 3 clusters Score -1630278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -1630283.000000 Penalty: 964.772583
	Iteration 59Q: 3 clusters Score -1630283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -1630282.500000 Penalty: 964.772583
	Iteration 60F: 3 clusters Score -1630282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -1630283.125000 Penalty: 964.772583
	Iteration 61Q: 3 clusters Score -1630283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -1630282.625000 Penalty: 964.772583
	Iteration 62Q: 3 clusters Score -1630283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -1630284.250000 Penalty: 964.772583
	Iteration 63Q: 3 clusters Score -1630284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -1630285.750000 Penalty: 964.772583
	Iteration 64Q: 3 clusters Score -1630286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -1630287.750000 Penalty: 964.772583
	Iteration 65Q: 3 clusters Score -1630288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -1630288.000000 Penalty: 964.772583
	Iteration 66Q: 3 clusters Score -1630288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -1630289.625000 Penalty: 964.772583
	Iteration 67Q: 3 clusters Score -1630290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -1630289.875000 Penalty: 964.772583
	Iteration 68Q: 3 clusters Score -1630290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -1630295.000000 Penalty: 964.772583
	Iteration 69Q: 3 clusters Score -1630295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -1630298.750000 Penalty: 964.772583
	Iteration 70Q: 3 clusters Score -1630299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -1630298.625000 Penalty: 964.772583
	Iteration 71Q: 3 clusters Score -1630299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -1630301.500000 Penalty: 964.772583
	Iteration 72Q: 3 clusters Score -1630302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -1630303.500000 Penalty: 964.772583
	Iteration 73Q: 3 clusters Score -1630304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -1630304.625000 Penalty: 964.772583
	Iteration 74Q: 3 clusters Score -1630305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -1630305.000000 Penalty: 964.772583
	Iteration 75Q: 3 clusters Score -1630305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -1630305.125000 Penalty: 964.772583
	Iteration 76Q: 3 clusters Score -1630305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -1630307.000000 Penalty: 964.772583
	Iteration 77Q: 3 clusters Score -1630307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -1630306.000000 Penalty: 964.772583
	Iteration 78Q: 3 clusters Score -1630306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -1630305.125000 Penalty: 964.772583
	Iteration 79Q: 3 clusters Score -1630305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1630309.125000 Penalty: 964.772583
	Iteration 80F: 3 clusters Score -1630309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -1630309.875000 Penalty: 964.772583
	Iteration 81Q: 3 clusters Score -1630310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -1630309.000000 Penalty: 964.772583
	Iteration 82Q: 3 clusters Score -1630309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -1630310.375000 Penalty: 964.772583
	Iteration 83Q: 3 clusters Score -1630310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -1630311.750000 Penalty: 964.772583
	Iteration 84Q: 3 clusters Score -1630312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -1630310.375000 Penalty: 964.772583
	Iteration 85Q: 3 clusters Score -1630310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -1630311.250000 Penalty: 964.772583
	Iteration 86Q: 3 clusters Score -1630311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -1630311.625000 Penalty: 964.772583
	Iteration 87Q: 3 clusters Score -1630312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -1630311.875000 Penalty: 964.772583
	Iteration 88Q: 3 clusters Score -1630312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -1630311.125000 Penalty: 964.772583
	Iteration 89Q: 3 clusters Score -1630311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -1630311.250000 Penalty: 964.772583
	Iteration 90Q: 3 clusters Score -1630311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1630312.750000 Penalty: 964.772583
	Iteration 91Q: 3 clusters Score -1630313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -1630311.875000 Penalty: 964.772583
	Iteration 92Q: 3 clusters Score -1630312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -1630312.000000 Penalty: 964.772583
	Iteration 93Q: 3 clusters Score -1630312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -1630312.000000 Penalty: 964.772583
	Iteration 94F: 3 clusters Score -1630312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Entering Unmasked Estep 
Score: -1863481.125000 Penalty: 484.745514
	Iteration 0F: 2 clusters Score -1863481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -1835091.750000 Penalty: 969.491028
	Iteration 0F: 3 clusters Score -1835092 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1847303.625000 Penalty: 969.491028
	Iteration 1F: 3 clusters Score -1847304 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1847858.750000 Penalty: 969.491028
	Iteration 2Q: 3 clusters Score -1847859 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1848464.500000 Penalty: 969.491028
	Iteration 3Q: 3 clusters Score -1848464 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1849292.625000 Penalty: 969.491028
	Iteration 4Q: 3 clusters Score -1849293 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1850562.875000 Penalty: 969.491028
	Iteration 5F: 3 clusters Score -1850563 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1852650.625000 Penalty: 969.491028
	Iteration 6F: 3 clusters Score -1852651 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1855225.875000 Penalty: 969.491028
	Iteration 7F: 3 clusters Score -1855226 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1857048.250000 Penalty: 969.491028
	Iteration 8Q: 3 clusters Score -1857048 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1858034.875000 Penalty: 969.491028
	Iteration 9Q: 3 clusters Score -1858035 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1858673.250000 Penalty: 969.491028
	Iteration 10Q: 3 clusters Score -1858673 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1859202.750000 Penalty: 969.491028
	Iteration 11Q: 3 clusters Score -1859203 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1859768.125000 Penalty: 969.491028
	Iteration 12Q: 3 clusters Score -1859768 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1860278.375000 Penalty: 969.491028
	Iteration 13Q: 3 clusters Score -1860278 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1860803.625000 Penalty: 969.491028
	Iteration 14Q: 3 clusters Score -1860804 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1861289.375000 Penalty: 969.491028
	Iteration 15Q: 3 clusters Score -1861289 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1861709.125000 Penalty: 969.491028
	Iteration 16Q: 3 clusters Score -1861709 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1862063.375000 Penalty: 969.491028
	Iteration 17Q: 3 clusters Score -1862063 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1862353.625000 Penalty: 969.491028
	Iteration 18Q: 3 clusters Score -1862354 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1862583.125000 Penalty: 969.491028
	Iteration 19Q: 3 clusters Score -1862583 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1862740.125000 Penalty: 969.491028
	Iteration 20F: 3 clusters Score -1862740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1862845.500000 Penalty: 969.491028
	Iteration 21Q: 3 clusters Score -1862846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1862919.500000 Penalty: 969.491028
	Iteration 22Q: 3 clusters Score -1862920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1862965.500000 Penalty: 969.491028
	Iteration 23Q: 3 clusters Score -1862966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1863000.125000 Penalty: 969.491028
	Iteration 24Q: 3 clusters Score -1863000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1863018.250000 Penalty: 969.491028
	Iteration 25Q: 3 clusters Score -1863018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1863028.875000 Penalty: 969.491028
	Iteration 26Q: 3 clusters Score -1863029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1863036.500000 Penalty: 969.491028
	Iteration 27Q: 3 clusters Score -1863036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1863044.750000 Penalty: 969.491028
	Iteration 28Q: 3 clusters Score -1863045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1863047.875000 Penalty: 969.491028
	Iteration 29Q: 3 clusters Score -1863048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1863054.625000 Penalty: 969.491028
	Iteration 30Q: 3 clusters Score -1863055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1863057.500000 Penalty: 969.491028
	Iteration 31Q: 3 clusters Score -1863058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1863056.625000 Penalty: 969.491028
	Iteration 32Q: 3 clusters Score -1863057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1863057.750000 Penalty: 969.491028
	Iteration 33Q: 3 clusters Score -1863058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1863058.875000 Penalty: 969.491028
	Iteration 34Q: 3 clusters Score -1863059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1863058.875000 Penalty: 969.491028
	Iteration 35F: 3 clusters Score -1863059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Entering Unmasked Estep 
Score: -424248.968750 Penalty: 418.035034
	Iteration 0F: 2 clusters Score -424249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -417747.000000 Penalty: 836.070068
	Iteration 0F: 3 clusters Score -417747 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -420340.343750 Penalty: 836.070068
	Iteration 1F: 3 clusters Score -420340.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -420591.000000 Penalty: 836.070068
	Iteration 2F: 3 clusters Score -420591 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -420951.593750 Penalty: 836.070068
	Iteration 3F: 3 clusters Score -420951.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -421484.843750 Penalty: 836.070068
	Iteration 4F: 3 clusters Score -421484.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -422133.718750 Penalty: 836.070068
	Iteration 5F: 3 clusters Score -422133.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -422799.312500 Penalty: 836.070068
	Iteration 6F: 3 clusters Score -422799.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -423197.656250 Penalty: 836.070068
	Iteration 7F: 3 clusters Score -423197.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -423371.968750 Penalty: 836.070068
	Iteration 8Q: 3 clusters Score -423372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -423492.312500 Penalty: 836.070068
	Iteration 9Q: 3 clusters Score -423492.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -423593.593750 Penalty: 836.070068
	Iteration 10Q: 3 clusters Score -423593.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -423681.312500 Penalty: 836.070068
	Iteration 11Q: 3 clusters Score -423681.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -423754.500000 Penalty: 836.070068
	Iteration 12Q: 3 clusters Score -423754.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -423824.031250 Penalty: 836.070068
	Iteration 13Q: 3 clusters Score -423824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -423885.000000 Penalty: 836.070068
	Iteration 14Q: 3 clusters Score -423885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -423941.000000 Penalty: 836.070068
	Iteration 15Q: 3 clusters Score -423941 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -423975.062500 Penalty: 836.070068
	Iteration 16Q: 3 clusters Score -423975.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -423995.687500 Penalty: 836.070068
	Iteration 17Q: 3 clusters Score -423995.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -424014.062500 Penalty: 836.070068
	Iteration 18Q: 3 clusters Score -424014.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -424028.718750 Penalty: 836.070068
	Iteration 19Q: 3 clusters Score -424028.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -424040.656250 Penalty: 836.070068
	Iteration 20F: 3 clusters Score -424040.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -424049.000000 Penalty: 836.070068
	Iteration 21Q: 3 clusters Score -424049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -424055.906250 Penalty: 836.070068
	Iteration 22Q: 3 clusters Score -424055.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -424057.468750 Penalty: 836.070068
	Iteration 23Q: 3 clusters Score -424057.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424058.843750 Penalty: 836.070068
	Iteration 24Q: 3 clusters Score -424058.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -424058.250000 Penalty: 836.070068
	Iteration 25Q: 3 clusters Score -424058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -424059.531250 Penalty: 836.070068
	Iteration 26Q: 3 clusters Score -424059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -424059.937500 Penalty: 836.070068
	Iteration 27Q: 3 clusters Score -424059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -424059.875000 Penalty: 836.070068
	Iteration 28Q: 3 clusters Score -424059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -424059.875000 Penalty: 836.070068
	Iteration 29F: 3 clusters Score -424059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Entering Unmasked Estep 
Score: -649258.625000 Penalty: 437.364197
	Iteration 0F: 2 clusters Score -649258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -639313.125000 Penalty: 874.728394
	Iteration 0F: 3 clusters Score -639313.1 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -643616.750000 Penalty: 874.728394
	Iteration 1F: 3 clusters Score -643616.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -644087.812500 Penalty: 874.728394
	Iteration 2F: 3 clusters Score -644087.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -644849.437500 Penalty: 874.728394
	Iteration 3F: 3 clusters Score -644849.4 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -646074.375000 Penalty: 874.728394
	Iteration 4F: 3 clusters Score -646074.4 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -647406.625000 Penalty: 874.728394
	Iteration 5F: 3 clusters Score -647406.6 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -648341.625000 Penalty: 874.728394
	Iteration 6F: 3 clusters Score -648341.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -648702.000000 Penalty: 874.728394
	Iteration 7Q: 3 clusters Score -648702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -648801.250000 Penalty: 874.728394
	Iteration 8Q: 3 clusters Score -648801.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -648854.812500 Penalty: 874.728394
	Iteration 9Q: 3 clusters Score -648854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -648869.562500 Penalty: 874.728394
	Iteration 10Q: 3 clusters Score -648869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -648876.687500 Penalty: 874.728394
	Iteration 11Q: 3 clusters Score -648876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -648876.687500 Penalty: 874.728394
	Iteration 12F: 3 clusters Score -648876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -189534.046875 Penalty: 382.829285
	Iteration 0F: 2 clusters Score -189534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -186442.234375 Penalty: 765.658569
	Iteration 0F: 3 clusters Score -186442.2 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -187578.515625 Penalty: 765.658569
	Iteration 1F: 3 clusters Score -187578.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -187760.453125 Penalty: 765.658569
	Iteration 2F: 3 clusters Score -187760.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -187985.156250 Penalty: 765.658569
	Iteration 3F: 3 clusters Score -187985.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188276.218750 Penalty: 765.658569
	Iteration 4F: 3 clusters Score -188276.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -188529.828125 Penalty: 765.658569
	Iteration 5F: 3 clusters Score -188529.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188776.578125 Penalty: 765.658569
	Iteration 6F: 3 clusters Score -188776.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -188961.343750 Penalty: 765.658569
	Iteration 7Q: 3 clusters Score -188961.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -189089.640625 Penalty: 765.658569
	Iteration 8Q: 3 clusters Score -189089.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -189181.765625 Penalty: 765.658569
	Iteration 9Q: 3 clusters Score -189181.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -189238.218750 Penalty: 765.658569
	Iteration 10Q: 3 clusters Score -189238.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -189286.078125 Penalty: 765.658569
	Iteration 11Q: 3 clusters Score -189286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -189297.750000 Penalty: 765.658569
	Iteration 12Q: 3 clusters Score -189297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -189306.921875 Penalty: 765.658569
	Iteration 13Q: 3 clusters Score -189306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -189315.312500 Penalty: 765.658569
	Iteration 14Q: 3 clusters Score -189315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -189317.937500 Penalty: 765.658569
	Iteration 15Q: 3 clusters Score -189317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -189318.453125 Penalty: 765.658569
	Iteration 16Q: 3 clusters Score -189318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -189318.453125 Penalty: 765.658569
	Iteration 17F: 3 clusters Score -189318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (65367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Entering Unmasked Estep 
Score: -2901186.000000 Penalty: 504.493652
	Iteration 0F: 2 clusters Score -2901186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -2857357.250000 Penalty: 1008.987305
	Iteration 0F: 3 clusters Score -2857357 nChanged 31879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2876441.750000 Penalty: 1008.987305
	Iteration 1F: 3 clusters Score -2876442 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2877424.000000 Penalty: 1008.987305
	Iteration 2Q: 3 clusters Score -2877424 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2879258.500000 Penalty: 1008.987305
	Iteration 3F: 3 clusters Score -2879258 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2882568.000000 Penalty: 1008.987305
	Iteration 4F: 3 clusters Score -2882568 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2887832.500000 Penalty: 1008.987305
	Iteration 5F: 3 clusters Score -2887832 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2894052.500000 Penalty: 1008.987305
	Iteration 6F: 3 clusters Score -2894052 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2898365.500000 Penalty: 1008.987305
	Iteration 7F: 3 clusters Score -2898366 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2900005.750000 Penalty: 1008.987305
	Iteration 8Q: 3 clusters Score -2900006 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2900551.500000 Penalty: 1008.987305
	Iteration 9Q: 3 clusters Score -2900552 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2900741.750000 Penalty: 1008.987305
	Iteration 10Q: 3 clusters Score -2900742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2900796.250000 Penalty: 1008.987305
	Iteration 11Q: 3 clusters Score -2900796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2900811.750000 Penalty: 1008.987305
	Iteration 12Q: 3 clusters Score -2900812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2900820.000000 Penalty: 1008.987305
	Iteration 13Q: 3 clusters Score -2900820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2900826.000000 Penalty: 1008.987305
	Iteration 14Q: 3 clusters Score -2900826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2900832.000000 Penalty: 1008.987305
	Iteration 15Q: 3 clusters Score -2900832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2900833.750000 Penalty: 1008.987305
	Iteration 16Q: 3 clusters Score -2900834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2900840.750000 Penalty: 1008.987305
	Iteration 17Q: 3 clusters Score -2900841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2900840.500000 Penalty: 1008.987305
	Iteration 18Q: 3 clusters Score -2900840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2900840.250000 Penalty: 1008.987305
	Iteration 19Q: 3 clusters Score -2900840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2900839.500000 Penalty: 1008.987305
	Iteration 20F: 3 clusters Score -2900840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2900841.000000 Penalty: 1008.987305
	Iteration 21Q: 3 clusters Score -2900841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2900843.500000 Penalty: 1008.987305
	Iteration 22Q: 3 clusters Score -2900844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2900843.750000 Penalty: 1008.987305
	Iteration 23Q: 3 clusters Score -2900844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2900843.750000 Penalty: 1008.987305
	Iteration 24Q: 3 clusters Score -2900844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2900843.750000 Penalty: 1008.987305
	Iteration 25F: 3 clusters Score -2900844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -92239.695312 Penalty: 349.928802
	Iteration 0F: 2 clusters Score -92239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -90692.015625 Penalty: 699.857605
	Iteration 0F: 3 clusters Score -90692.02 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -91249.054688 Penalty: 699.857605
	Iteration 1F: 3 clusters Score -91249.05 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -91468.445312 Penalty: 699.857605
	Iteration 2F: 3 clusters Score -91468.45 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -91669.085938 Penalty: 699.857605
	Iteration 3F: 3 clusters Score -91669.09 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91808.468750 Penalty: 699.857605
	Iteration 4F: 3 clusters Score -91808.47 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -91928.765625 Penalty: 699.857605
	Iteration 5F: 3 clusters Score -91928.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91988.687500 Penalty: 699.857605
	Iteration 6Q: 3 clusters Score -91988.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92024.515625 Penalty: 699.857605
	Iteration 7Q: 3 clusters Score -92024.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92066.171875 Penalty: 699.857605
	Iteration 8Q: 3 clusters Score -92066.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92097.265625 Penalty: 699.857605
	Iteration 9Q: 3 clusters Score -92097.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92123.296875 Penalty: 699.857605
	Iteration 10Q: 3 clusters Score -92123.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92143.914062 Penalty: 699.857605
	Iteration 11Q: 3 clusters Score -92143.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92159.929688 Penalty: 699.857605
	Iteration 12Q: 3 clusters Score -92159.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92165.289062 Penalty: 699.857605
	Iteration 13Q: 3 clusters Score -92165.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92168.226562 Penalty: 699.857605
	Iteration 14Q: 3 clusters Score -92168.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92170.718750 Penalty: 699.857605
	Iteration 15Q: 3 clusters Score -92170.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92172.609375 Penalty: 699.857605
	Iteration 16Q: 3 clusters Score -92172.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92173.828125 Penalty: 699.857605
	Iteration 17Q: 3 clusters Score -92173.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92174.945312 Penalty: 699.857605
	Iteration 18Q: 3 clusters Score -92174.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92175.562500 Penalty: 699.857605
	Iteration 19Q: 3 clusters Score -92175.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92175.828125 Penalty: 699.857605
	Iteration 20F: 3 clusters Score -92175.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92175.937500 Penalty: 699.857605
	Iteration 21Q: 3 clusters Score -92175.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92175.937500 Penalty: 699.857605
	Iteration 22F: 3 clusters Score -92175.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -4143.153809 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4143.154 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 64 members 
Entering Unmasked Estep 
Score: -3941.111084 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -3941.111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3996.376709 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -3996.377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4019.800049 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -4019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4023.401367 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -4023.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4031.946045 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4031.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4034.560791 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -4034.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4038.439697 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -4038.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4038.439697 Penalty: 437.908783
	Iteration 7F: 3 clusters Score -4038.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (155634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Entering Unmasked Estep 
Score: -6953990.000000 Penalty: 543.964417
	Iteration 0F: 2 clusters Score -6953990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -6848278.000000 Penalty: 1087.928833
	Iteration 0F: 3 clusters Score -6848278 nChanged 76428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -6901596.000000 Penalty: 1087.928833
	Iteration 1F: 3 clusters Score -6901596 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -6910102.500000 Penalty: 1087.928833
	Iteration 2F: 3 clusters Score -6910102 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -6923443.000000 Penalty: 1087.928833
	Iteration 3F: 3 clusters Score -6923443 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 141632 members 
Entering Unmasked Estep 
Score: -6938441.000000 Penalty: 1087.928833
	Iteration 4F: 3 clusters Score -6938441 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 150847 members 
Entering Unmasked Estep 
Score: -6948443.000000 Penalty: 1087.928833
	Iteration 5F: 3 clusters Score -6948443 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -6952449.500000 Penalty: 1087.928833
	Iteration 6Q: 3 clusters Score -6952450 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -6953333.000000 Penalty: 1087.928833
	Iteration 7Q: 3 clusters Score -6953333 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -6953450.000000 Penalty: 1087.928833
	Iteration 8Q: 3 clusters Score -6953450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -6953475.500000 Penalty: 1087.928833
	Iteration 9Q: 3 clusters Score -6953476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -6953489.000000 Penalty: 1087.928833
	Iteration 10Q: 3 clusters Score -6953489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -6953489.000000 Penalty: 1087.928833
	Iteration 11F: 3 clusters Score -6953489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -114302.984375 Penalty: 358.610962
	Iteration 0F: 2 clusters Score -114303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -112499.398438 Penalty: 717.221924
	Iteration 0F: 3 clusters Score -112499.4 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113219.546875 Penalty: 717.221924
	Iteration 1F: 3 clusters Score -113219.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113357.625000 Penalty: 717.221924
	Iteration 2F: 3 clusters Score -113357.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113499.015625 Penalty: 717.221924
	Iteration 3F: 3 clusters Score -113499 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -113613.867188 Penalty: 717.221924
	Iteration 4F: 3 clusters Score -113613.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -113709.812500 Penalty: 717.221924
	Iteration 5Q: 3 clusters Score -113709.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113795.484375 Penalty: 717.221924
	Iteration 6Q: 3 clusters Score -113795.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -113835.671875 Penalty: 717.221924
	Iteration 7Q: 3 clusters Score -113835.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113857.773438 Penalty: 717.221924
	Iteration 8Q: 3 clusters Score -113857.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113880.023438 Penalty: 717.221924
	Iteration 9Q: 3 clusters Score -113880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113898.015625 Penalty: 717.221924
	Iteration 10Q: 3 clusters Score -113898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113912.906250 Penalty: 717.221924
	Iteration 11Q: 3 clusters Score -113912.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113932.250000 Penalty: 717.221924
	Iteration 12Q: 3 clusters Score -113932.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113950.007812 Penalty: 717.221924
	Iteration 13Q: 3 clusters Score -113950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113960.726562 Penalty: 717.221924
	Iteration 14Q: 3 clusters Score -113960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113972.218750 Penalty: 717.221924
	Iteration 15Q: 3 clusters Score -113972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113978.789062 Penalty: 717.221924
	Iteration 16Q: 3 clusters Score -113978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113984.945312 Penalty: 717.221924
	Iteration 17Q: 3 clusters Score -113984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113993.859375 Penalty: 717.221924
	Iteration 18Q: 3 clusters Score -113993.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114000.093750 Penalty: 717.221924
	Iteration 19Q: 3 clusters Score -114000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -114004.226562 Penalty: 717.221924
	Iteration 20F: 3 clusters Score -114004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114009.234375 Penalty: 717.221924
	Iteration 21Q: 3 clusters Score -114009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114017.718750 Penalty: 717.221924
	Iteration 22Q: 3 clusters Score -114017.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114025.109375 Penalty: 717.221924
	Iteration 23Q: 3 clusters Score -114025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114029.765625 Penalty: 717.221924
	Iteration 24Q: 3 clusters Score -114029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114032.820312 Penalty: 717.221924
	Iteration 25Q: 3 clusters Score -114032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -114036.257812 Penalty: 717.221924
	Iteration 26Q: 3 clusters Score -114036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -114039.015625 Penalty: 717.221924
	Iteration 27Q: 3 clusters Score -114039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -114040.398438 Penalty: 717.221924
	Iteration 28Q: 3 clusters Score -114040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114040.953125 Penalty: 717.221924
	Iteration 29Q: 3 clusters Score -114041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114040.953125 Penalty: 717.221924
	Iteration 30F: 3 clusters Score -114041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Entering Unmasked Estep 
Score: -792859.187500 Penalty: 446.051758
	Iteration 0F: 2 clusters Score -792859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -780872.500000 Penalty: 892.103516
	Iteration 0F: 3 clusters Score -780872.5 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -785744.562500 Penalty: 892.103516
	Iteration 1F: 3 clusters Score -785744.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -786063.750000 Penalty: 892.103516
	Iteration 2Q: 3 clusters Score -786063.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -786556.812500 Penalty: 892.103516
	Iteration 3F: 3 clusters Score -786556.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -787330.750000 Penalty: 892.103516
	Iteration 4F: 3 clusters Score -787330.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -788342.687500 Penalty: 892.103516
	Iteration 5F: 3 clusters Score -788342.7 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -789367.125000 Penalty: 892.103516
	Iteration 6F: 3 clusters Score -789367.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -790063.937500 Penalty: 892.103516
	Iteration 7Q: 3 clusters Score -790063.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -790459.250000 Penalty: 892.103516
	Iteration 8Q: 3 clusters Score -790459.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -790745.875000 Penalty: 892.103516
	Iteration 9Q: 3 clusters Score -790745.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -791018.500000 Penalty: 892.103516
	Iteration 10Q: 3 clusters Score -791018.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -791293.125000 Penalty: 892.103516
	Iteration 11Q: 3 clusters Score -791293.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -791558.312500 Penalty: 892.103516
	Iteration 12Q: 3 clusters Score -791558.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -791766.375000 Penalty: 892.103516
	Iteration 13Q: 3 clusters Score -791766.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -791953.312500 Penalty: 892.103516
	Iteration 14Q: 3 clusters Score -791953.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -792101.687500 Penalty: 892.103516
	Iteration 15Q: 3 clusters Score -792101.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -792238.187500 Penalty: 892.103516
	Iteration 16Q: 3 clusters Score -792238.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -792327.125000 Penalty: 892.103516
	Iteration 17Q: 3 clusters Score -792327.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -792375.187500 Penalty: 892.103516
	Iteration 18Q: 3 clusters Score -792375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -792404.125000 Penalty: 892.103516
	Iteration 19Q: 3 clusters Score -792404.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -792431.312500 Penalty: 892.103516
	Iteration 20F: 3 clusters Score -792431.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -792445.875000 Penalty: 892.103516
	Iteration 21Q: 3 clusters Score -792445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -792458.000000 Penalty: 892.103516
	Iteration 22Q: 3 clusters Score -792458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -792464.375000 Penalty: 892.103516
	Iteration 23Q: 3 clusters Score -792464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -792468.812500 Penalty: 892.103516
	Iteration 24Q: 3 clusters Score -792468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -792472.687500 Penalty: 892.103516
	Iteration 25Q: 3 clusters Score -792472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -792472.687500 Penalty: 892.103516
	Iteration 26F: 3 clusters Score -792472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (304987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304987 members 
Entering Unmasked Estep 
Score: -13599945.000000 Penalty: 574.575073
	Iteration 0F: 2 clusters Score -1.359994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -13397018.000000 Penalty: 1149.150146
	Iteration 0F: 3 clusters Score -1.339702e+07 nChanged 150335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 177501 members 
Entering Unmasked Estep 
Score: -13491904.000000 Penalty: 1149.150146
	Iteration 1F: 3 clusters Score -1.34919e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113566 members 
Mstep: Class 2 contains 191421 members 
Entering Unmasked Estep 
Score: -13499500.000000 Penalty: 1149.150146
	Iteration 2F: 3 clusters Score -1.34995e+07 nChanged 21235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 211856 members 
Entering Unmasked Estep 
Score: -13513372.000000 Penalty: 1149.150146
	Iteration 3F: 3 clusters Score -1.351337e+07 nChanged 26742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 238170 members 
Entering Unmasked Estep 
Score: -13536063.000000 Penalty: 1149.150146
	Iteration 4F: 3 clusters Score -1.353606e+07 nChanged 27096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 265120 members 
Entering Unmasked Estep 
Score: -13562707.000000 Penalty: 1149.150146
	Iteration 5F: 3 clusters Score -1.356271e+07 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 285516 members 
Entering Unmasked Estep 
Score: -13583393.000000 Penalty: 1149.150146
	Iteration 6F: 3 clusters Score -1.358339e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 296460 members 
Entering Unmasked Estep 
Score: -13592689.000000 Penalty: 1149.150146
	Iteration 7Q: 3 clusters Score -1.359269e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 301183 members 
Entering Unmasked Estep 
Score: -13596564.000000 Penalty: 1149.150146
	Iteration 8Q: 3 clusters Score -1.359656e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 303151 members 
Entering Unmasked Estep 
Score: -13598133.000000 Penalty: 1149.150146
	Iteration 9Q: 3 clusters Score -1.359813e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 303967 members 
Entering Unmasked Estep 
Score: -13598805.000000 Penalty: 1149.150146
	Iteration 10Q: 3 clusters Score -1.35988e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 304353 members 
Entering Unmasked Estep 
Score: -13599104.000000 Penalty: 1149.150146
	Iteration 11Q: 3 clusters Score -1.35991e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304534 members 
Entering Unmasked Estep 
Score: -13599237.000000 Penalty: 1149.150146
	Iteration 12Q: 3 clusters Score -1.359924e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 304631 members 
Entering Unmasked Estep 
Score: -13599326.000000 Penalty: 1149.150146
	Iteration 13Q: 3 clusters Score -1.359933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 304679 members 
Entering Unmasked Estep 
Score: -13599381.000000 Penalty: 1149.150146
	Iteration 14Q: 3 clusters Score -1.359938e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304703 members 
Entering Unmasked Estep 
Score: -13599406.000000 Penalty: 1149.150146
	Iteration 15Q: 3 clusters Score -1.359941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304722 members 
Entering Unmasked Estep 
Score: -13599426.000000 Penalty: 1149.150146
	Iteration 16Q: 3 clusters Score -1.359943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304737 members 
Entering Unmasked Estep 
Score: -13599430.000000 Penalty: 1149.150146
	Iteration 17Q: 3 clusters Score -1.359943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304745 members 
Entering Unmasked Estep 
Score: -13599443.000000 Penalty: 1149.150146
	Iteration 18Q: 3 clusters Score -1.359944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 304753 members 
Entering Unmasked Estep 
Score: -13599455.000000 Penalty: 1149.150146
	Iteration 19Q: 3 clusters Score -1.359946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 304759 members 
Entering Unmasked Estep 
Score: -13599457.000000 Penalty: 1149.150146
	Iteration 20F: 3 clusters Score -1.359946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 304762 members 
Entering Unmasked Estep 
Score: -13599462.000000 Penalty: 1149.150146
	Iteration 21Q: 3 clusters Score -1.359946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 304764 members 
Entering Unmasked Estep 
Score: -13599470.000000 Penalty: 1149.150146
	Iteration 22Q: 3 clusters Score -1.359947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 304766 members 
Entering Unmasked Estep 
Score: -13599466.000000 Penalty: 1149.150146
	Iteration 23Q: 3 clusters Score -1.359947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304768 members 
Entering Unmasked Estep 
Score: -13599475.000000 Penalty: 1149.150146
	Iteration 24Q: 3 clusters Score -1.359948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304773 members 
Entering Unmasked Estep 
Score: -13599477.000000 Penalty: 1149.150146
	Iteration 25Q: 3 clusters Score -1.359948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304775 members 
Entering Unmasked Estep 
Score: -13599484.000000 Penalty: 1149.150146
	Iteration 26Q: 3 clusters Score -1.359948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 304779 members 
Entering Unmasked Estep 
Score: -13599481.000000 Penalty: 1149.150146
	Iteration 27Q: 3 clusters Score -1.359948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 304779 members 
Entering Unmasked Estep 
Score: -13599487.000000 Penalty: 1149.150146
	Iteration 28Q: 3 clusters Score -1.359949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 304779 members 
Entering Unmasked Estep 
Score: -13599478.000000 Penalty: 1149.150146
	Iteration 29Q: 3 clusters Score -1.359948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304783 members 
Entering Unmasked Estep 
Score: -13599477.000000 Penalty: 1149.150146
	Iteration 30Q: 3 clusters Score -1.359948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 304786 members 
Entering Unmasked Estep 
Score: -13599482.000000 Penalty: 1149.150146
	Iteration 31Q: 3 clusters Score -1.359948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 304789 members 
Entering Unmasked Estep 
Score: -13599473.000000 Penalty: 1149.150146
	Iteration 32Q: 3 clusters Score -1.359947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304792 members 
Entering Unmasked Estep 
Score: -13599475.000000 Penalty: 1149.150146
	Iteration 33Q: 3 clusters Score -1.359948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 304791 members 
Entering Unmasked Estep 
Score: -13599481.000000 Penalty: 1149.150146
	Iteration 34Q: 3 clusters Score -1.359948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 304790 members 
Entering Unmasked Estep 
Score: -13599483.000000 Penalty: 1149.150146
	Iteration 35Q: 3 clusters Score -1.359948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 304790 members 
Entering Unmasked Estep 
Score: -13599481.000000 Penalty: 1149.150146
	Iteration 36Q: 3 clusters Score -1.359948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 304790 members 
Entering Unmasked Estep 
Score: -13599481.000000 Penalty: 1149.150146
	Iteration 37F: 3 clusters Score -1.359948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -377224.781250 Penalty: 412.828094
	Iteration 0F: 2 clusters Score -377224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -371353.000000 Penalty: 825.656189
	Iteration 0F: 3 clusters Score -371353 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -373660.000000 Penalty: 825.656189
	Iteration 1F: 3 clusters Score -373660 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -373844.968750 Penalty: 825.656189
	Iteration 2F: 3 clusters Score -373845 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -374061.718750 Penalty: 825.656189
	Iteration 3F: 3 clusters Score -374061.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -374378.531250 Penalty: 825.656189
	Iteration 4F: 3 clusters Score -374378.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -374857.187500 Penalty: 825.656189
	Iteration 5F: 3 clusters Score -374857.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -375442.312500 Penalty: 825.656189
	Iteration 6F: 3 clusters Score -375442.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -375986.781250 Penalty: 825.656189
	Iteration 7F: 3 clusters Score -375986.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -376402.218750 Penalty: 825.656189
	Iteration 8Q: 3 clusters Score -376402.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -376657.500000 Penalty: 825.656189
	Iteration 9Q: 3 clusters Score -376657.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -376763.718750 Penalty: 825.656189
	Iteration 10Q: 3 clusters Score -376763.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -376800.562500 Penalty: 825.656189
	Iteration 11Q: 3 clusters Score -376800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -376828.093750 Penalty: 825.656189
	Iteration 12Q: 3 clusters Score -376828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -376845.406250 Penalty: 825.656189
	Iteration 13Q: 3 clusters Score -376845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -376855.281250 Penalty: 825.656189
	Iteration 14Q: 3 clusters Score -376855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -376857.156250 Penalty: 825.656189
	Iteration 15Q: 3 clusters Score -376857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -376857.562500 Penalty: 825.656189
	Iteration 16Q: 3 clusters Score -376857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -376857.562500 Penalty: 825.656189
	Iteration 17F: 3 clusters Score -376857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5701.339844 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -5701.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5443.598633 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -5443.599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5528.792480 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -5528.792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5542.540527 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -5542.541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5548.415527 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -5548.416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5552.223633 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -5552.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5552.223633 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -5552.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Entering Unmasked Estep 
Score: -1591533.625000 Penalty: 477.382019
	Iteration 0F: 2 clusters Score -1591534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1567514.375000 Penalty: 954.764038
	Iteration 0F: 3 clusters Score -1567514 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1578195.000000 Penalty: 954.764038
	Iteration 1F: 3 clusters Score -1578195 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -1578833.750000 Penalty: 954.764038
	Iteration 2Q: 3 clusters Score -1578834 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -1579605.375000 Penalty: 954.764038
	Iteration 3F: 3 clusters Score -1579605 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1580609.500000 Penalty: 954.764038
	Iteration 4F: 3 clusters Score -1580610 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -1581977.250000 Penalty: 954.764038
	Iteration 5F: 3 clusters Score -1581977 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -1583777.250000 Penalty: 954.764038
	Iteration 6F: 3 clusters Score -1583777 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -1585916.750000 Penalty: 954.764038
	Iteration 7F: 3 clusters Score -1585917 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -1587913.750000 Penalty: 954.764038
	Iteration 8F: 3 clusters Score -1587914 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -1589381.750000 Penalty: 954.764038
	Iteration 9Q: 3 clusters Score -1589382 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -1590293.500000 Penalty: 954.764038
	Iteration 10Q: 3 clusters Score -1590294 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -1590746.500000 Penalty: 954.764038
	Iteration 11Q: 3 clusters Score -1590746 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -1590941.125000 Penalty: 954.764038
	Iteration 12Q: 3 clusters Score -1590941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -1591026.500000 Penalty: 954.764038
	Iteration 13Q: 3 clusters Score -1591026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -1591066.125000 Penalty: 954.764038
	Iteration 14Q: 3 clusters Score -1591066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -1591094.000000 Penalty: 954.764038
	Iteration 15Q: 3 clusters Score -1591094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -1591110.750000 Penalty: 954.764038
	Iteration 16Q: 3 clusters Score -1591111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -1591130.000000 Penalty: 954.764038
	Iteration 17Q: 3 clusters Score -1591130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -1591134.000000 Penalty: 954.764038
	Iteration 18Q: 3 clusters Score -1591134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -1591134.500000 Penalty: 954.764038
	Iteration 19Q: 3 clusters Score -1591134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -1591135.000000 Penalty: 954.764038
	Iteration 20F: 3 clusters Score -1591135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -1591137.750000 Penalty: 954.764038
	Iteration 21Q: 3 clusters Score -1591138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -1591136.875000 Penalty: 954.764038
	Iteration 22Q: 3 clusters Score -1591137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -1591137.875000 Penalty: 954.764038
	Iteration 23Q: 3 clusters Score -1591138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -1591141.375000 Penalty: 954.764038
	Iteration 24Q: 3 clusters Score -1591141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -1591141.250000 Penalty: 954.764038
	Iteration 25Q: 3 clusters Score -1591141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -1591141.250000 Penalty: 954.764038
	Iteration 26F: 3 clusters Score -1591141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3961705.750000 Penalty: 518.697571
	Iteration 0F: 2 clusters Score -3961706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -3901139.750000 Penalty: 1037.395142
	Iteration 0F: 3 clusters Score -3901140 nChanged 43871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -3927611.500000 Penalty: 1037.395142
	Iteration 1F: 3 clusters Score -3927612 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -3929309.000000 Penalty: 1037.395142
	Iteration 2Q: 3 clusters Score -3929309 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -3932809.750000 Penalty: 1037.395142
	Iteration 3F: 3 clusters Score -3932810 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -3939170.500000 Penalty: 1037.395142
	Iteration 4F: 3 clusters Score -3939170 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -3947949.000000 Penalty: 1037.395142
	Iteration 5F: 3 clusters Score -3947949 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -3955966.000000 Penalty: 1037.395142
	Iteration 6F: 3 clusters Score -3955966 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -3959790.000000 Penalty: 1037.395142
	Iteration 7Q: 3 clusters Score -3959790 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -3960907.250000 Penalty: 1037.395142
	Iteration 8Q: 3 clusters Score -3960907 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -3961150.250000 Penalty: 1037.395142
	Iteration 9Q: 3 clusters Score -3961150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -3961214.250000 Penalty: 1037.395142
	Iteration 10Q: 3 clusters Score -3961214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -3961231.000000 Penalty: 1037.395142
	Iteration 11Q: 3 clusters Score -3961231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -3961233.750000 Penalty: 1037.395142
	Iteration 12Q: 3 clusters Score -3961234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -3961235.250000 Penalty: 1037.395142
	Iteration 13Q: 3 clusters Score -3961235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -3961235.250000 Penalty: 1037.395142
	Iteration 14F: 3 clusters Score -3961235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 294770 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40211 members 
Mstep: Class 5 contains 42351 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 65367 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 155634 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 18094 members 
Mstep: Class 15 contains 304987 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 36023 members 
Mstep: Class 19 contains 89317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953808.000000 Penalty: 12038.316406
Iteration 479Q: 20 clusters Score -4.695381e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 295800 members 
Mstep: Class 2 contains 25093 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40207 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 9762 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 4508 members 
Mstep: Class 9 contains 65229 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 155017 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 304787 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35987 members 
Mstep: Class 19 contains 89295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954012.000000 Penalty: 12038.316406
Iteration 480F: 20 clusters Score -4.695401e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 296910 members 
Mstep: Class 2 contains 25095 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40196 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 65146 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 154457 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 18067 members 
Mstep: Class 15 contains 304406 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35966 members 
Mstep: Class 19 contains 89275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954108.000000 Penalty: 12038.316406
Iteration 481Q: 20 clusters Score -4.695411e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 298092 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 65097 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 153904 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 15 contains 303918 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35934 members 
Mstep: Class 19 contains 89266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954172.000000 Penalty: 12038.316406
Iteration 482Q: 20 clusters Score -4.695417e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 299326 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40174 members 
Mstep: Class 5 contains 42355 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 65098 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 153397 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 18037 members 
Mstep: Class 15 contains 303285 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 89258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954580.000000 Penalty: 12038.316406
Iteration 483Q: 20 clusters Score -4.695458e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 300627 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 65165 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 152959 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 302456 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35860 members 
Mstep: Class 19 contains 89236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954704.000000 Penalty: 12038.316406
Iteration 484Q: 20 clusters Score -4.69547e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 301760 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 42346 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 65309 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152601 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 301626 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35830 members 
Mstep: Class 19 contains 89218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954880.000000 Penalty: 12038.316406
Iteration 485Q: 20 clusters Score -4.695488e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 302878 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 42332 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 14947 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 65471 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152347 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 300710 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 89202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954968.000000 Penalty: 12038.316406
Iteration 486Q: 20 clusters Score -4.695497e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 303918 members 
Mstep: Class 2 contains 25109 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 40162 members 
Mstep: Class 5 contains 42322 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 65665 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152112 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 299818 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35737 members 
Mstep: Class 19 contains 89197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955424.000000 Penalty: 12038.316406
Iteration 487Q: 20 clusters Score -4.695542e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 304847 members 
Mstep: Class 2 contains 25110 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 40158 members 
Mstep: Class 5 contains 42317 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 65920 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151966 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17961 members 
Mstep: Class 15 contains 298872 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35698 members 
Mstep: Class 19 contains 89183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955612.000000 Penalty: 12038.316406
Iteration 488Q: 20 clusters Score -4.695561e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 305678 members 
Mstep: Class 2 contains 25109 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 40151 members 
Mstep: Class 5 contains 42313 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 66186 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151866 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 17957 members 
Mstep: Class 15 contains 297951 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35659 members 
Mstep: Class 19 contains 89170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955828.000000 Penalty: 12038.316406
Iteration 489Q: 20 clusters Score -4.695583e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 306414 members 
Mstep: Class 2 contains 25109 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40154 members 
Mstep: Class 5 contains 42311 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 7 contains 14964 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 66459 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151812 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 17955 members 
Mstep: Class 15 contains 297062 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35630 members 
Mstep: Class 19 contains 89142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956252.000000 Penalty: 12038.316406
Iteration 490Q: 20 clusters Score -4.695625e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307070 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 40156 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 66747 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151847 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 17944 members 
Mstep: Class 15 contains 296148 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35606 members 
Mstep: Class 19 contains 89116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956348.000000 Penalty: 12038.316406
Iteration 491Q: 20 clusters Score -4.695635e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307623 members 
Mstep: Class 2 contains 25106 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40148 members 
Mstep: Class 5 contains 42315 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 67051 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 151907 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 295301 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 35577 members 
Mstep: Class 19 contains 89099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956508.000000 Penalty: 12038.316406
Iteration 492Q: 20 clusters Score -4.695651e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308061 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40147 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 67336 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152020 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17941 members 
Mstep: Class 15 contains 294520 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35549 members 
Mstep: Class 19 contains 89081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956756.000000 Penalty: 12038.316406
Iteration 493Q: 20 clusters Score -4.695676e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308316 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40157 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 67601 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152216 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17942 members 
Mstep: Class 15 contains 293833 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35537 members 
Mstep: Class 19 contains 89073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956816.000000 Penalty: 12038.316406
Iteration 494Q: 20 clusters Score -4.695682e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308407 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40165 members 
Mstep: Class 5 contains 42323 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 67856 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152429 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 293296 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35517 members 
Mstep: Class 19 contains 89069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957024.000000 Penalty: 12038.316406
Iteration 495Q: 20 clusters Score -4.695702e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308386 members 
Mstep: Class 2 contains 25104 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 68104 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 152730 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17959 members 
Mstep: Class 15 contains 292798 members 
Mstep: Class 16 contains 8626 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35499 members 
Mstep: Class 19 contains 89058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957112.000000 Penalty: 12038.316406
Iteration 496Q: 20 clusters Score -4.695711e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308245 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 9583 members 
Mstep: Class 7 contains 14929 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 68348 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153039 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17966 members 
Mstep: Class 15 contains 292420 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35486 members 
Mstep: Class 19 contains 89055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957284.000000 Penalty: 12038.316406
Iteration 497Q: 20 clusters Score -4.695728e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 308008 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 42311 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 14929 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 68586 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153383 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 292096 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35474 members 
Mstep: Class 19 contains 89054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957368.000000 Penalty: 12038.316406
Iteration 498Q: 20 clusters Score -4.695737e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307709 members 
Mstep: Class 2 contains 25103 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40172 members 
Mstep: Class 5 contains 42306 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 14929 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 68827 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 153733 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 291845 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 89041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957480.000000 Penalty: 12038.316406
Iteration 499Q: 20 clusters Score -4.695748e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 307297 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 40176 members 
Mstep: Class 5 contains 42302 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 69070 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 154125 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 291662 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 35441 members 
Mstep: Class 19 contains 89025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957668.000000 Penalty: 12038.316406
Iteration 500F: 20 clusters Score -4.695767e+07 nChanged 1097
Maximum iterations exceeded
20->20 Clusters: Score -46957668.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 55672 members 
Mstep: Class 3 contains 55374 members 
Mstep: Class 4 contains 55619 members 
Mstep: Class 5 contains 55751 members 
Mstep: Class 6 contains 55719 members 
Mstep: Class 7 contains 56264 members 
Mstep: Class 8 contains 55927 members 
Mstep: Class 9 contains 55550 members 
Mstep: Class 10 contains 55938 members 
Mstep: Class 11 contains 55924 members 
Mstep: Class 12 contains 55903 members 
Mstep: Class 13 contains 55651 members 
Mstep: Class 14 contains 56210 members 
Mstep: Class 15 contains 56075 members 
Mstep: Class 16 contains 55622 members 
Mstep: Class 17 contains 55587 members 
Mstep: Class 18 contains 55771 members 
Mstep: Class 19 contains 55536 members 
Mstep: Class 20 contains 56054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 135.370850 but Gain 633.595703
Score: -43825588.000000 Penalty: 12038.316406
Iteration 0F: 20 clusters Score -4.382559e+07 nChanged 1058589
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 40339 members 
Mstep: Class 4 contains 31378 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 100557 members 
Mstep: Class 7 contains 127966 members 
Mstep: Class 8 contains 108624 members 
Mstep: Class 9 contains 26857 members 
Mstep: Class 10 contains 27754 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 34186 members 
Mstep: Class 13 contains 25713 members 
Mstep: Class 14 contains 100001 members 
Mstep: Class 15 contains 72565 members 
Mstep: Class 16 contains 41291 members 
Mstep: Class 17 contains 105299 members 
Mstep: Class 18 contains 93369 members 
Mstep: Class 19 contains 46700 members 
Mstep: Class 20 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45648052.000000 Penalty: 12038.316406
Iteration 1F: 20 clusters Score -4.564805e+07 nChanged 320999
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 30451 members 
Mstep: Class 4 contains 23259 members 
Mstep: Class 5 contains 13244 members 
Mstep: Class 6 contains 105567 members 
Mstep: Class 7 contains 185982 members 
Mstep: Class 8 contains 113623 members 
Mstep: Class 9 contains 21491 members 
Mstep: Class 10 contains 24856 members 
Mstep: Class 11 contains 33764 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 21078 members 
Mstep: Class 14 contains 111357 members 
Mstep: Class 15 contains 77932 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 109617 members 
Mstep: Class 18 contains 101032 members 
Mstep: Class 19 contains 32185 members 
Mstep: Class 20 contains 20525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45932228.000000 Penalty: 12038.316406
Iteration 2F: 20 clusters Score -4.593223e+07 nChanged 230835
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 4 contains 20469 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 102157 members 
Mstep: Class 7 contains 245768 members 
Mstep: Class 8 contains 112266 members 
Mstep: Class 9 contains 16325 members 
Mstep: Class 10 contains 20467 members 
Mstep: Class 11 contains 24052 members 
Mstep: Class 12 contains 21954 members 
Mstep: Class 13 contains 19256 members 
Mstep: Class 14 contains 123023 members 
Mstep: Class 15 contains 75669 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 111990 members 
Mstep: Class 18 contains 112293 members 
Mstep: Class 19 contains 19739 members 
Mstep: Class 20 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46128856.000000 Penalty: 12038.316406
Iteration 3F: 20 clusters Score -4.612886e+07 nChanged 194947
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13624 members 
Mstep: Class 4 contains 21270 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 91391 members 
Mstep: Class 7 contains 314762 members 
Mstep: Class 8 contains 106800 members 
Mstep: Class 9 contains 11297 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 16061 members 
Mstep: Class 12 contains 16232 members 
Mstep: Class 13 contains 18994 members 
Mstep: Class 14 contains 128191 members 
Mstep: Class 15 contains 66242 members 
Mstep: Class 16 contains 21525 members 
Mstep: Class 17 contains 113810 members 
Mstep: Class 18 contains 122663 members 
Mstep: Class 19 contains 10748 members 
Mstep: Class 20 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46271556.000000 Penalty: 12038.316406
Iteration 4F: 20 clusters Score -4.627156e+07 nChanged 171772
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 4 contains 22682 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 73665 members 
Mstep: Class 7 contains 386922 members 
Mstep: Class 8 contains 96822 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 12592 members 
Mstep: Class 13 contains 20447 members 
Mstep: Class 14 contains 122329 members 
Mstep: Class 15 contains 54348 members 
Mstep: Class 16 contains 17620 members 
Mstep: Class 17 contains 116788 members 
Mstep: Class 18 contains 132937 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 9608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46353068.000000 Penalty: 12038.316406
Iteration 5F: 20 clusters Score -4.635307e+07 nChanged 149232
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 54875 members 
Mstep: Class 7 contains 438889 members 
Mstep: Class 8 contains 85224 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 11006 members 
Mstep: Class 13 contains 23319 members 
Mstep: Class 14 contains 108746 members 
Mstep: Class 15 contains 48524 members 
Mstep: Class 16 contains 14951 members 
Mstep: Class 17 contains 121579 members 
Mstep: Class 18 contains 147431 members 
Mstep: Class 19 contains 3235 members 
Mstep: Class 20 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46408328.000000 Penalty: 12038.316406
Iteration 6F: 20 clusters Score -4.640833e+07 nChanged 121137
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 4 contains 25125 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 39504 members 
Mstep: Class 7 contains 465482 members 
Mstep: Class 8 contains 71591 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 9978 members 
Mstep: Class 13 contains 25903 members 
Mstep: Class 14 contains 99096 members 
Mstep: Class 15 contains 46531 members 
Mstep: Class 16 contains 12411 members 
Mstep: Class 17 contains 128520 members 
Mstep: Class 18 contains 166899 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46473904.000000 Penalty: 12038.316406
Iteration 7F: 20 clusters Score -4.64739e+07 nChanged 104704
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 4 contains 26291 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 471431 members 
Mstep: Class 8 contains 55718 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 27757 members 
Mstep: Class 14 contains 98671 members 
Mstep: Class 15 contains 45103 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 137551 members 
Mstep: Class 18 contains 189085 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 3932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46539872.000000 Penalty: 12038.316406
Iteration 8F: 20 clusters Score -4.653987e+07 nChanged 91349
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 4 contains 27568 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 20479 members 
Mstep: Class 7 contains 463850 members 
Mstep: Class 8 contains 41007 members 
Mstep: Class 9 contains 800 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 7695 members 
Mstep: Class 13 contains 28917 members 
Mstep: Class 14 contains 104107 members 
Mstep: Class 15 contains 43338 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 147810 members 
Mstep: Class 18 contains 211100 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 485.889282 but Gain 633.594727
Score: -46593808.000000 Penalty: 11404.721680
Iteration 9F: 19 clusters Score -4.659381e+07 nChanged 74378
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 4 contains 29009 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 15249 members 
Mstep: Class 7 contains 450573 members 
Mstep: Class 8 contains 30263 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 29344 members 
Mstep: Class 14 contains 110219 members 
Mstep: Class 15 contains 41206 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 157119 members 
Mstep: Class 18 contains 231564 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 626.566956 but Gain 633.595703
Score: -46632588.000000 Penalty: 10771.125977
Iteration 10F: 18 clusters Score -4.663259e+07 nChanged 59343
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 6 contains 11647 members 
Mstep: Class 7 contains 434329 members 
Mstep: Class 8 contains 24330 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 5673 members 
Mstep: Class 13 contains 29232 members 
Mstep: Class 14 contains 115407 members 
Mstep: Class 15 contains 39209 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 163965 members 
Mstep: Class 18 contains 250505 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 507.272217 but Gain 633.595703
Score: -46661968.000000 Penalty: 10137.530273
Iteration 11F: 17 clusters Score -4.666197e+07 nChanged 50237
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 4 contains 31742 members 
Mstep: Class 6 contains 8736 members 
Mstep: Class 7 contains 417271 members 
Mstep: Class 8 contains 21556 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 28520 members 
Mstep: Class 14 contains 119936 members 
Mstep: Class 15 contains 37614 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 168750 members 
Mstep: Class 18 contains 268285 members 
Mstep: Class 19 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 593.577148 but Gain 633.595703
Score: -46684140.000000 Penalty: 9503.934570
Iteration 12Q: 16 clusters Score -4.668414e+07 nChanged 44859
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 4 contains 32752 members 
Mstep: Class 6 contains 6500 members 
Mstep: Class 7 contains 399540 members 
Mstep: Class 8 contains 20590 members 
Mstep: Class 10 contains 864 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 123958 members 
Mstep: Class 15 contains 36589 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 171867 members 
Mstep: Class 18 contains 285419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 550.207092 but Gain 633.595703
Score: -46702036.000000 Penalty: 8870.338867
Iteration 13Q: 15 clusters Score -4.670204e+07 nChanged 41161
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 4 contains 33460 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 381718 members 
Mstep: Class 8 contains 20589 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 26471 members 
Mstep: Class 14 contains 127996 members 
Mstep: Class 15 contains 35958 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 174122 members 
Mstep: Class 18 contains 301530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46717868.000000 Penalty: 8870.338867
Iteration 14Q: 15 clusters Score -4.671787e+07 nChanged 38447
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 4 contains 33964 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 363136 members 
Mstep: Class 8 contains 20753 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 1043 members 
Mstep: Class 17 contains 175511 members 
Mstep: Class 18 contains 317968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46732516.000000 Penalty: 8870.338867
Iteration 15Q: 15 clusters Score -4.673252e+07 nChanged 37431
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 4 contains 34279 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 343805 members 
Mstep: Class 8 contains 20834 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 14 contains 136114 members 
Mstep: Class 15 contains 34975 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 176344 members 
Mstep: Class 18 contains 335424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 619.168457 but Gain 633.595703
Score: -46744568.000000 Penalty: 8236.743164
Iteration 16Q: 14 clusters Score -4.674457e+07 nChanged 38069
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 4 contains 34446 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 323300 members 
Mstep: Class 8 contains 20858 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 140108 members 
Mstep: Class 15 contains 34612 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 177068 members 
Mstep: Class 18 contains 354476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46754012.000000 Penalty: 8236.743164
Iteration 17Q: 14 clusters Score -4.675401e+07 nChanged 37707
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 4 contains 34498 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 301286 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 12 contains 2500 members 
Mstep: Class 13 contains 20707 members 
Mstep: Class 14 contains 144228 members 
Mstep: Class 15 contains 34085 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 177799 members 
Mstep: Class 18 contains 374433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46764044.000000 Penalty: 8236.743164
Iteration 18Q: 14 clusters Score -4.676404e+07 nChanged 35593
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 4 contains 34393 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 280118 members 
Mstep: Class 8 contains 20974 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 19226 members 
Mstep: Class 14 contains 147835 members 
Mstep: Class 15 contains 33553 members 
Mstep: Class 16 contains 601 members 
Mstep: Class 17 contains 178275 members 
Mstep: Class 18 contains 394266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 620.324463 but Gain 633.595703
Score: -46771896.000000 Penalty: 7603.147461
Iteration 19Q: 13 clusters Score -4.67719e+07 nChanged 33603
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 4 contains 34220 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 260693 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 17769 members 
Mstep: Class 14 contains 150815 members 
Mstep: Class 15 contains 33083 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 178567 members 
Mstep: Class 18 contains 413575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46772844.000000 Penalty: 7603.147461
Iteration 20F: 13 clusters Score -4.677284e+07 nChanged 32597
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 4 contains 34071 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 240316 members 
Mstep: Class 8 contains 21041 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 16605 members 
Mstep: Class 14 contains 153915 members 
Mstep: Class 15 contains 32895 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 179175 members 
Mstep: Class 18 contains 432001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46772584.000000 Penalty: 7603.147461
Iteration 21Q: 13 clusters Score -4.677258e+07 nChanged 31488
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 4 contains 33981 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 220457 members 
Mstep: Class 8 contains 21265 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 15695 members 
Mstep: Class 14 contains 157427 members 
Mstep: Class 15 contains 32868 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 180043 members 
Mstep: Class 18 contains 448517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46771960.000000 Penalty: 7603.147461
Iteration 22Q: 13 clusters Score -4.677196e+07 nChanged 29417
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 4 contains 33942 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 202681 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 161369 members 
Mstep: Class 15 contains 32996 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 181387 members 
Mstep: Class 18 contains 461690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46772808.000000 Penalty: 7603.147461
Iteration 23Q: 13 clusters Score -4.677281e+07 nChanged 26859
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 4 contains 33945 members 
Mstep: Class 6 contains 654 members 
Mstep: Class 7 contains 187555 members 
Mstep: Class 8 contains 21768 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 165650 members 
Mstep: Class 15 contains 33193 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 182961 members 
Mstep: Class 18 contains 471345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46773204.000000 Penalty: 7603.147461
Iteration 24Q: 13 clusters Score -4.67732e+07 nChanged 24012
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 4 contains 33958 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 175657 members 
Mstep: Class 8 contains 22056 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 13622 members 
Mstep: Class 14 contains 170141 members 
Mstep: Class 15 contains 33441 members 
Mstep: Class 16 contains 561 members 
Mstep: Class 17 contains 184638 members 
Mstep: Class 18 contains 477268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46774964.000000 Penalty: 7603.147461
Iteration 25Q: 13 clusters Score -4.677496e+07 nChanged 21531
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 4 contains 33971 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 166977 members 
Mstep: Class 8 contains 22356 members 
Mstep: Class 12 contains 1491 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 174753 members 
Mstep: Class 15 contains 33469 members 
Mstep: Class 16 contains 560 members 
Mstep: Class 17 contains 186363 members 
Mstep: Class 18 contains 479880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 613.022461 but Gain 633.595703
Score: -46776084.000000 Penalty: 6969.551758
Iteration 26Q: 12 clusters Score -4.677608e+07 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 4 contains 33989 members 
Mstep: Class 7 contains 161140 members 
Mstep: Class 8 contains 22667 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 12669 members 
Mstep: Class 14 contains 179248 members 
Mstep: Class 15 contains 33542 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 188050 members 
Mstep: Class 18 contains 480174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46778008.000000 Penalty: 6969.551758
Iteration 27Q: 12 clusters Score -4.677801e+07 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 4 contains 34041 members 
Mstep: Class 7 contains 157617 members 
Mstep: Class 8 contains 22926 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 183449 members 
Mstep: Class 15 contains 33428 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 189506 members 
Mstep: Class 18 contains 478302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46779312.000000 Penalty: 6969.551758
Iteration 28Q: 12 clusters Score -4.677931e+07 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 4 contains 34104 members 
Mstep: Class 7 contains 155581 members 
Mstep: Class 8 contains 23178 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 187210 members 
Mstep: Class 15 contains 33288 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 190832 members 
Mstep: Class 18 contains 475478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46780220.000000 Penalty: 6969.551758
Iteration 29Q: 12 clusters Score -4.678022e+07 nChanged 17424
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 4 contains 34190 members 
Mstep: Class 7 contains 154861 members 
Mstep: Class 8 contains 23413 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 11553 members 
Mstep: Class 14 contains 190724 members 
Mstep: Class 15 contains 33116 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 192073 members 
Mstep: Class 18 contains 471609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46781028.000000 Penalty: 6969.551758
Iteration 30Q: 12 clusters Score -4.678103e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 4 contains 34289 members 
Mstep: Class 7 contains 155209 members 
Mstep: Class 8 contains 23679 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 11248 members 
Mstep: Class 14 contains 193986 members 
Mstep: Class 15 contains 32980 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 193378 members 
Mstep: Class 18 contains 466802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46781844.000000 Penalty: 6969.551758
Iteration 31Q: 12 clusters Score -4.678184e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 4 contains 34443 members 
Mstep: Class 7 contains 156360 members 
Mstep: Class 8 contains 23957 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 197030 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 194601 members 
Mstep: Class 18 contains 461275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46782396.000000 Penalty: 6969.551758
Iteration 32Q: 12 clusters Score -4.67824e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 4 contains 34610 members 
Mstep: Class 7 contains 158101 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 12 contains 1345 members 
Mstep: Class 13 contains 10757 members 
Mstep: Class 14 contains 199764 members 
Mstep: Class 15 contains 33031 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 195853 members 
Mstep: Class 18 contains 455243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46783412.000000 Penalty: 6969.551758
Iteration 33Q: 12 clusters Score -4.678341e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 4 contains 34775 members 
Mstep: Class 7 contains 160549 members 
Mstep: Class 8 contains 24490 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 10655 members 
Mstep: Class 14 contains 202011 members 
Mstep: Class 15 contains 33224 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 197088 members 
Mstep: Class 18 contains 448833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46783776.000000 Penalty: 6969.551758
Iteration 34Q: 12 clusters Score -4.678378e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 4 contains 34932 members 
Mstep: Class 7 contains 163315 members 
Mstep: Class 8 contains 24706 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 203911 members 
Mstep: Class 15 contains 33673 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 198408 members 
Mstep: Class 18 contains 442110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46783792.000000 Penalty: 6969.551758
Iteration 35Q: 12 clusters Score -4.678379e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 4 contains 35109 members 
Mstep: Class 7 contains 166322 members 
Mstep: Class 8 contains 24914 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 205202 members 
Mstep: Class 15 contains 34327 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 199789 members 
Mstep: Class 18 contains 435424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46784168.000000 Penalty: 6969.551758
Iteration 36Q: 12 clusters Score -4.678417e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 4 contains 35317 members 
Mstep: Class 7 contains 169394 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 10618 members 
Mstep: Class 14 contains 206074 members 
Mstep: Class 15 contains 35290 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 201274 members 
Mstep: Class 18 contains 428634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46785168.000000 Penalty: 6969.551758
Iteration 37Q: 12 clusters Score -4.678517e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 7 contains 172477 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 10663 members 
Mstep: Class 14 contains 206456 members 
Mstep: Class 15 contains 36505 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 202933 members 
Mstep: Class 18 contains 421903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46785852.000000 Penalty: 6969.551758
Iteration 38Q: 12 clusters Score -4.678585e+07 nChanged 12417
Entering ConstructFrom: 
Score: -46785852.000000 Penalty: 6969.551758
Entering ConstructFrom: 
Trying to split cluster 2 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -90523.257812 Penalty: 351.642914
	Iteration 0F: 2 clusters Score -90523.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -88886.531250 Penalty: 703.285828
	Iteration 0F: 3 clusters Score -88886.53 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -89549.804688 Penalty: 703.285828
	Iteration 1F: 3 clusters Score -89549.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -89716.257812 Penalty: 703.285828
	Iteration 2F: 3 clusters Score -89716.26 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -89832.460938 Penalty: 703.285828
	Iteration 3F: 3 clusters Score -89832.46 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -89944.562500 Penalty: 703.285828
	Iteration 4F: 3 clusters Score -89944.56 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -90043.726562 Penalty: 703.285828
	Iteration 5F: 3 clusters Score -90043.73 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -90146.843750 Penalty: 703.285828
	Iteration 6F: 3 clusters Score -90146.84 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -90268.375000 Penalty: 703.285828
	Iteration 7F: 3 clusters Score -90268.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -90393.640625 Penalty: 703.285828
	Iteration 8Q: 3 clusters Score -90393.64 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -90524.210938 Penalty: 703.285828
	Iteration 9Q: 3 clusters Score -90524.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -90578.953125 Penalty: 703.285828
	Iteration 10Q: 3 clusters Score -90578.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -90603.171875 Penalty: 703.285828
	Iteration 11Q: 3 clusters Score -90603.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -90617.039062 Penalty: 703.285828
	Iteration 12Q: 3 clusters Score -90617.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -90628.757812 Penalty: 703.285828
	Iteration 13Q: 3 clusters Score -90628.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -90640.007812 Penalty: 703.285828
	Iteration 14Q: 3 clusters Score -90640.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -90648.945312 Penalty: 703.285828
	Iteration 15Q: 3 clusters Score -90648.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -90655.648438 Penalty: 703.285828
	Iteration 16Q: 3 clusters Score -90655.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -90659.804688 Penalty: 703.285828
	Iteration 17Q: 3 clusters Score -90659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -90663.812500 Penalty: 703.285828
	Iteration 18Q: 3 clusters Score -90663.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -90665.531250 Penalty: 703.285828
	Iteration 19Q: 3 clusters Score -90665.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -90666.937500 Penalty: 703.285828
	Iteration 20F: 3 clusters Score -90666.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -90668.187500 Penalty: 703.285828
	Iteration 21Q: 3 clusters Score -90668.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -90669.875000 Penalty: 703.285828
	Iteration 22Q: 3 clusters Score -90669.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -90670.820312 Penalty: 703.285828
	Iteration 23Q: 3 clusters Score -90670.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -90671.492188 Penalty: 703.285828
	Iteration 24Q: 3 clusters Score -90671.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -90671.937500 Penalty: 703.285828
	Iteration 25Q: 3 clusters Score -90671.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -90672.117188 Penalty: 703.285828
	Iteration 26Q: 3 clusters Score -90672.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -90672.117188 Penalty: 703.285828
	Iteration 27F: 3 clusters Score -90672.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 4 contains 35690 members 
Mstep: Class 7 contains 175307 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 206204 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 204737 members 
Mstep: Class 18 contains 415495 members 
Entering Unmasked Estep 
Score: -46785604.000000 Penalty: 7603.147461
Splitting cluster 2 changes total score from -46785852.000000 to -46785604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (35690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Entering Unmasked Estep 
Score: -1438324.750000 Penalty: 476.959473
	Iteration 0F: 2 clusters Score -1438325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1414489.250000 Penalty: 953.918945
	Iteration 0F: 3 clusters Score -1414489 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1425198.875000 Penalty: 953.918945
	Iteration 1F: 3 clusters Score -1425199 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -1426079.250000 Penalty: 953.918945
	Iteration 2F: 3 clusters Score -1426079 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1427374.875000 Penalty: 953.918945
	Iteration 3F: 3 clusters Score -1427375 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -1429268.250000 Penalty: 953.918945
	Iteration 4F: 3 clusters Score -1429268 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -1431487.750000 Penalty: 953.918945
	Iteration 5F: 3 clusters Score -1431488 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -1433313.500000 Penalty: 953.918945
	Iteration 6F: 3 clusters Score -1433314 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -1434619.500000 Penalty: 953.918945
	Iteration 7F: 3 clusters Score -1434620 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1435568.250000 Penalty: 953.918945
	Iteration 8Q: 3 clusters Score -1435568 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -1436287.625000 Penalty: 953.918945
	Iteration 9Q: 3 clusters Score -1436288 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -1436836.875000 Penalty: 953.918945
	Iteration 10Q: 3 clusters Score -1436837 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -1437313.125000 Penalty: 953.918945
	Iteration 11Q: 3 clusters Score -1437313 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -1437769.000000 Penalty: 953.918945
	Iteration 12Q: 3 clusters Score -1437769 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -1438147.500000 Penalty: 953.918945
	Iteration 13Q: 3 clusters Score -1438148 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -1438508.375000 Penalty: 953.918945
	Iteration 14Q: 3 clusters Score -1438508 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1438840.875000 Penalty: 953.918945
	Iteration 15Q: 3 clusters Score -1438841 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -1439049.000000 Penalty: 953.918945
	Iteration 16Q: 3 clusters Score -1439049 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -1439178.125000 Penalty: 953.918945
	Iteration 17Q: 3 clusters Score -1439178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -1439219.375000 Penalty: 953.918945
	Iteration 18Q: 3 clusters Score -1439219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -1439242.750000 Penalty: 953.918945
	Iteration 19Q: 3 clusters Score -1439243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -1439294.250000 Penalty: 953.918945
	Iteration 20F: 3 clusters Score -1439294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -1439645.375000 Penalty: 953.918945
	Iteration 21Q: 3 clusters Score -1439645 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -1439803.000000 Penalty: 953.918945
	Iteration 22Q: 3 clusters Score -1439803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -1439843.500000 Penalty: 953.918945
	Iteration 23Q: 3 clusters Score -1439844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -1439859.500000 Penalty: 953.918945
	Iteration 24Q: 3 clusters Score -1439860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -1439868.375000 Penalty: 953.918945
	Iteration 25Q: 3 clusters Score -1439868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -1439871.750000 Penalty: 953.918945
	Iteration 26Q: 3 clusters Score -1439872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -1439870.750000 Penalty: 953.918945
	Iteration 27Q: 3 clusters Score -1439871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -1439874.875000 Penalty: 953.918945
	Iteration 28Q: 3 clusters Score -1439875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -1439880.750000 Penalty: 953.918945
	Iteration 29Q: 3 clusters Score -1439881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -1439882.500000 Penalty: 953.918945
	Iteration 30Q: 3 clusters Score -1439882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -1439888.250000 Penalty: 953.918945
	Iteration 31Q: 3 clusters Score -1439888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -1439887.375000 Penalty: 953.918945
	Iteration 32Q: 3 clusters Score -1439887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -1439885.375000 Penalty: 953.918945
	Iteration 33Q: 3 clusters Score -1439885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -1439887.250000 Penalty: 953.918945
	Iteration 34Q: 3 clusters Score -1439887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -1439943.375000 Penalty: 953.918945
	Iteration 35F: 3 clusters Score -1439943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -1439995.750000 Penalty: 953.918945
	Iteration 36Q: 3 clusters Score -1439996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -1440009.375000 Penalty: 953.918945
	Iteration 37Q: 3 clusters Score -1440009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -1440008.000000 Penalty: 953.918945
	Iteration 38Q: 3 clusters Score -1440008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -1440008.125000 Penalty: 953.918945
	Iteration 39Q: 3 clusters Score -1440008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -1440027.500000 Penalty: 953.918945
	Iteration 40F: 3 clusters Score -1440028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -1440067.875000 Penalty: 953.918945
	Iteration 41Q: 3 clusters Score -1440068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -1440118.625000 Penalty: 953.918945
	Iteration 42Q: 3 clusters Score -1440119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -1440153.500000 Penalty: 953.918945
	Iteration 43Q: 3 clusters Score -1440154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -1440165.375000 Penalty: 953.918945
	Iteration 44Q: 3 clusters Score -1440165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -1440169.625000 Penalty: 953.918945
	Iteration 45Q: 3 clusters Score -1440170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -1440170.750000 Penalty: 953.918945
	Iteration 46Q: 3 clusters Score -1440171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -1440171.000000 Penalty: 953.918945
	Iteration 47Q: 3 clusters Score -1440171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -1440170.250000 Penalty: 953.918945
	Iteration 48Q: 3 clusters Score -1440170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -1440170.750000 Penalty: 953.918945
	Iteration 49Q: 3 clusters Score -1440171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -1440250.500000 Penalty: 953.918945
	Iteration 50F: 3 clusters Score -1440250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -1440313.250000 Penalty: 953.918945
	Iteration 51Q: 3 clusters Score -1440313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -1440340.000000 Penalty: 953.918945
	Iteration 52Q: 3 clusters Score -1440340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -1440353.500000 Penalty: 953.918945
	Iteration 53Q: 3 clusters Score -1440354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -1440360.625000 Penalty: 953.918945
	Iteration 54Q: 3 clusters Score -1440361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -1440363.375000 Penalty: 953.918945
	Iteration 55Q: 3 clusters Score -1440363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -1440367.125000 Penalty: 953.918945
	Iteration 56Q: 3 clusters Score -1440367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -1440369.625000 Penalty: 953.918945
	Iteration 57Q: 3 clusters Score -1440370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -1440369.625000 Penalty: 953.918945
	Iteration 58Q: 3 clusters Score -1440370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -1440370.875000 Penalty: 953.918945
	Iteration 59Q: 3 clusters Score -1440371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -1440371.375000 Penalty: 953.918945
	Iteration 60F: 3 clusters Score -1440371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -1440371.875000 Penalty: 953.918945
	Iteration 61Q: 3 clusters Score -1440372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -1440372.125000 Penalty: 953.918945
	Iteration 62Q: 3 clusters Score -1440372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -1440372.250000 Penalty: 953.918945
	Iteration 63Q: 3 clusters Score -1440372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -1440372.000000 Penalty: 953.918945
	Iteration 64Q: 3 clusters Score -1440372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -1440370.000000 Penalty: 953.918945
	Iteration 65Q: 3 clusters Score -1440370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -1440370.000000 Penalty: 953.918945
	Iteration 66F: 3 clusters Score -1440370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 7 contains 175307 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 206204 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 204737 members 
Mstep: Class 18 contains 415495 members 
Entering Unmasked Estep 
Score: -46787644.000000 Penalty: 7603.147461
Splitting cluster 4 changes total score from -46785852.000000 to -46787644.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (175307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Entering Unmasked Estep 
Score: -7971107.000000 Penalty: 549.380371
	Iteration 0F: 2 clusters Score -7971107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -7856038.000000 Penalty: 1098.760742
	Iteration 0F: 3 clusters Score -7856038 nChanged 86271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -7912226.000000 Penalty: 1098.760742
	Iteration 1F: 3 clusters Score -7912226 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -7917882.000000 Penalty: 1098.760742
	Iteration 2F: 3 clusters Score -7917882 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -7927186.500000 Penalty: 1098.760742
	Iteration 3F: 3 clusters Score -7927186 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -7939793.000000 Penalty: 1098.760742
	Iteration 4F: 3 clusters Score -7939793 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -7950703.000000 Penalty: 1098.760742
	Iteration 5F: 3 clusters Score -7950703 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 144249 members 
Entering Unmasked Estep 
Score: -7956802.500000 Penalty: 1098.760742
	Iteration 6Q: 3 clusters Score -7956802 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 148470 members 
Entering Unmasked Estep 
Score: -7959745.500000 Penalty: 1098.760742
	Iteration 7Q: 3 clusters Score -7959746 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -7961579.500000 Penalty: 1098.760742
	Iteration 8Q: 3 clusters Score -7961580 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -7963001.500000 Penalty: 1098.760742
	Iteration 9Q: 3 clusters Score -7963002 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 157884 members 
Entering Unmasked Estep 
Score: -7964216.000000 Penalty: 1098.760742
	Iteration 10Q: 3 clusters Score -7964216 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -7965293.500000 Penalty: 1098.760742
	Iteration 11Q: 3 clusters Score -7965294 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -7966193.000000 Penalty: 1098.760742
	Iteration 12Q: 3 clusters Score -7966193 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -7966965.000000 Penalty: 1098.760742
	Iteration 13Q: 3 clusters Score -7966965 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -7967548.500000 Penalty: 1098.760742
	Iteration 14Q: 3 clusters Score -7967548 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -7968086.500000 Penalty: 1098.760742
	Iteration 15Q: 3 clusters Score -7968086 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -7968587.500000 Penalty: 1098.760742
	Iteration 16Q: 3 clusters Score -7968588 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -7968982.000000 Penalty: 1098.760742
	Iteration 17Q: 3 clusters Score -7968982 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -7969294.500000 Penalty: 1098.760742
	Iteration 18Q: 3 clusters Score -7969294 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 170151 members 
Entering Unmasked Estep 
Score: -7969531.500000 Penalty: 1098.760742
	Iteration 19Q: 3 clusters Score -7969532 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -7969682.000000 Penalty: 1098.760742
	Iteration 20F: 3 clusters Score -7969682 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -7969824.500000 Penalty: 1098.760742
	Iteration 21Q: 3 clusters Score -7969824 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -7969970.500000 Penalty: 1098.760742
	Iteration 22Q: 3 clusters Score -7969970 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -7970099.500000 Penalty: 1098.760742
	Iteration 23Q: 3 clusters Score -7970100 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -7970205.500000 Penalty: 1098.760742
	Iteration 24Q: 3 clusters Score -7970206 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -7970295.000000 Penalty: 1098.760742
	Iteration 25Q: 3 clusters Score -7970295 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 172514 members 
Entering Unmasked Estep 
Score: -7970371.000000 Penalty: 1098.760742
	Iteration 26Q: 3 clusters Score -7970371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -7970496.500000 Penalty: 1098.760742
	Iteration 27Q: 3 clusters Score -7970496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -7970549.000000 Penalty: 1098.760742
	Iteration 28Q: 3 clusters Score -7970549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 172938 members 
Entering Unmasked Estep 
Score: -7970581.500000 Penalty: 1098.760742
	Iteration 29Q: 3 clusters Score -7970582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 173032 members 
Entering Unmasked Estep 
Score: -7970601.500000 Penalty: 1098.760742
	Iteration 30Q: 3 clusters Score -7970602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -7970644.500000 Penalty: 1098.760742
	Iteration 31Q: 3 clusters Score -7970644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -7970692.000000 Penalty: 1098.760742
	Iteration 32Q: 3 clusters Score -7970692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 173193 members 
Entering Unmasked Estep 
Score: -7970727.000000 Penalty: 1098.760742
	Iteration 33Q: 3 clusters Score -7970727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 173210 members 
Entering Unmasked Estep 
Score: -7970755.500000 Penalty: 1098.760742
	Iteration 34Q: 3 clusters Score -7970756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -7970756.500000 Penalty: 1098.760742
	Iteration 35Q: 3 clusters Score -7970756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 173226 members 
Entering Unmasked Estep 
Score: -7970784.000000 Penalty: 1098.760742
	Iteration 36Q: 3 clusters Score -7970784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -7970811.500000 Penalty: 1098.760742
	Iteration 37Q: 3 clusters Score -7970812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 173227 members 
Entering Unmasked Estep 
Score: -7970825.500000 Penalty: 1098.760742
	Iteration 38Q: 3 clusters Score -7970826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -7970830.500000 Penalty: 1098.760742
	Iteration 39Q: 3 clusters Score -7970830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -7970851.000000 Penalty: 1098.760742
	Iteration 40F: 3 clusters Score -7970851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -7970866.500000 Penalty: 1098.760742
	Iteration 41Q: 3 clusters Score -7970866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 173233 members 
Entering Unmasked Estep 
Score: -7970860.500000 Penalty: 1098.760742
	Iteration 42Q: 3 clusters Score -7970860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -7970874.500000 Penalty: 1098.760742
	Iteration 43Q: 3 clusters Score -7970874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -7970888.000000 Penalty: 1098.760742
	Iteration 44Q: 3 clusters Score -7970888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -7970884.000000 Penalty: 1098.760742
	Iteration 45Q: 3 clusters Score -7970884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 173220 members 
Entering Unmasked Estep 
Score: -7970900.500000 Penalty: 1098.760742
	Iteration 46Q: 3 clusters Score -7970900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -7970906.500000 Penalty: 1098.760742
	Iteration 47Q: 3 clusters Score -7970906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -7970920.500000 Penalty: 1098.760742
	Iteration 48Q: 3 clusters Score -7970920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7970932.000000 Penalty: 1098.760742
	Iteration 49Q: 3 clusters Score -7970932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -7970950.500000 Penalty: 1098.760742
	Iteration 50Q: 3 clusters Score -7970950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 173115 members 
Entering Unmasked Estep 
Score: -7970954.500000 Penalty: 1098.760742
	Iteration 51Q: 3 clusters Score -7970954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 173083 members 
Entering Unmasked Estep 
Score: -7970961.500000 Penalty: 1098.760742
	Iteration 52Q: 3 clusters Score -7970962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -7970980.500000 Penalty: 1098.760742
	Iteration 53Q: 3 clusters Score -7970980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -7970983.500000 Penalty: 1098.760742
	Iteration 54Q: 3 clusters Score -7970984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -7970993.500000 Penalty: 1098.760742
	Iteration 55Q: 3 clusters Score -7970994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -7970999.000000 Penalty: 1098.760742
	Iteration 56Q: 3 clusters Score -7970999 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -7971015.000000 Penalty: 1098.760742
	Iteration 57Q: 3 clusters Score -7971015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -7971036.500000 Penalty: 1098.760742
	Iteration 58Q: 3 clusters Score -7971036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -7971059.500000 Penalty: 1098.760742
	Iteration 59Q: 3 clusters Score -7971060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -7971070.500000 Penalty: 1098.760742
	Iteration 60F: 3 clusters Score -7971070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 172664 members 
Entering Unmasked Estep 
Score: -7971065.000000 Penalty: 1098.760742
	Iteration 61Q: 3 clusters Score -7971065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -7971062.000000 Penalty: 1098.760742
	Iteration 62Q: 3 clusters Score -7971062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 172543 members 
Entering Unmasked Estep 
Score: -7971078.000000 Penalty: 1098.760742
	Iteration 63Q: 3 clusters Score -7971078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -7971072.000000 Penalty: 1098.760742
	Iteration 64Q: 3 clusters Score -7971072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -7971083.500000 Penalty: 1098.760742
	Iteration 65Q: 3 clusters Score -7971084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -7971107.000000 Penalty: 1098.760742
	Iteration 66Q: 3 clusters Score -7971107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -7971113.500000 Penalty: 1098.760742
	Iteration 67Q: 3 clusters Score -7971114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 172231 members 
Entering Unmasked Estep 
Score: -7971137.000000 Penalty: 1098.760742
	Iteration 68Q: 3 clusters Score -7971137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 172146 members 
Entering Unmasked Estep 
Score: -7971151.500000 Penalty: 1098.760742
	Iteration 69Q: 3 clusters Score -7971152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -7971156.500000 Penalty: 1098.760742
	Iteration 70Q: 3 clusters Score -7971156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -7971165.000000 Penalty: 1098.760742
	Iteration 71Q: 3 clusters Score -7971165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -7971163.000000 Penalty: 1098.760742
	Iteration 72Q: 3 clusters Score -7971163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 171968 members 
Entering Unmasked Estep 
Score: -7971162.500000 Penalty: 1098.760742
	Iteration 73Q: 3 clusters Score -7971162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -7971167.000000 Penalty: 1098.760742
	Iteration 74Q: 3 clusters Score -7971167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -7971169.000000 Penalty: 1098.760742
	Iteration 75Q: 3 clusters Score -7971169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -7971172.500000 Penalty: 1098.760742
	Iteration 76Q: 3 clusters Score -7971172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -7971163.500000 Penalty: 1098.760742
	Iteration 77Q: 3 clusters Score -7971164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -7971168.500000 Penalty: 1098.760742
	Iteration 78Q: 3 clusters Score -7971168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -7971164.000000 Penalty: 1098.760742
	Iteration 79Q: 3 clusters Score -7971164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 171850 members 
Entering Unmasked Estep 
Score: -7971166.000000 Penalty: 1098.760742
	Iteration 80F: 3 clusters Score -7971166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -7971159.000000 Penalty: 1098.760742
	Iteration 81Q: 3 clusters Score -7971159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 171827 members 
Entering Unmasked Estep 
Score: -7971157.500000 Penalty: 1098.760742
	Iteration 82Q: 3 clusters Score -7971158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -7971158.000000 Penalty: 1098.760742
	Iteration 83Q: 3 clusters Score -7971158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -7971158.500000 Penalty: 1098.760742
	Iteration 84Q: 3 clusters Score -7971158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -7971156.000000 Penalty: 1098.760742
	Iteration 85Q: 3 clusters Score -7971156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -7971151.000000 Penalty: 1098.760742
	Iteration 86Q: 3 clusters Score -7971151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 171771 members 
Entering Unmasked Estep 
Score: -7971150.000000 Penalty: 1098.760742
	Iteration 87Q: 3 clusters Score -7971150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 171757 members 
Entering Unmasked Estep 
Score: -7971158.000000 Penalty: 1098.760742
	Iteration 88Q: 3 clusters Score -7971158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 171741 members 
Entering Unmasked Estep 
Score: -7971158.500000 Penalty: 1098.760742
	Iteration 89Q: 3 clusters Score -7971158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -7971153.500000 Penalty: 1098.760742
	Iteration 90Q: 3 clusters Score -7971154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 171703 members 
Entering Unmasked Estep 
Score: -7971152.500000 Penalty: 1098.760742
	Iteration 91Q: 3 clusters Score -7971152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -7971144.500000 Penalty: 1098.760742
	Iteration 92Q: 3 clusters Score -7971144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -7971145.000000 Penalty: 1098.760742
	Iteration 93Q: 3 clusters Score -7971145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -7971144.500000 Penalty: 1098.760742
	Iteration 94Q: 3 clusters Score -7971144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -7971147.500000 Penalty: 1098.760742
	Iteration 95Q: 3 clusters Score -7971148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -7971149.500000 Penalty: 1098.760742
	Iteration 96Q: 3 clusters Score -7971150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -7971143.500000 Penalty: 1098.760742
	Iteration 97Q: 3 clusters Score -7971144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -7971155.000000 Penalty: 1098.760742
	Iteration 98Q: 3 clusters Score -7971155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -7971161.500000 Penalty: 1098.760742
	Iteration 99Q: 3 clusters Score -7971162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -7971163.000000 Penalty: 1098.760742
	Iteration 100F: 3 clusters Score -7971163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -7971168.500000 Penalty: 1098.760742
	Iteration 101Q: 3 clusters Score -7971168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -7971181.500000 Penalty: 1098.760742
	Iteration 102Q: 3 clusters Score -7971182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -7971183.500000 Penalty: 1098.760742
	Iteration 103Q: 3 clusters Score -7971184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -7971193.000000 Penalty: 1098.760742
	Iteration 104Q: 3 clusters Score -7971193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -7971186.500000 Penalty: 1098.760742
	Iteration 105Q: 3 clusters Score -7971186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -7971192.500000 Penalty: 1098.760742
	Iteration 106Q: 3 clusters Score -7971192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -7971199.000000 Penalty: 1098.760742
	Iteration 107Q: 3 clusters Score -7971199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -7971205.500000 Penalty: 1098.760742
	Iteration 108Q: 3 clusters Score -7971206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -7971201.500000 Penalty: 1098.760742
	Iteration 109Q: 3 clusters Score -7971202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -7971197.500000 Penalty: 1098.760742
	Iteration 110Q: 3 clusters Score -7971198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -7971192.000000 Penalty: 1098.760742
	Iteration 111Q: 3 clusters Score -7971192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -7971193.500000 Penalty: 1098.760742
	Iteration 112Q: 3 clusters Score -7971194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -7971193.000000 Penalty: 1098.760742
	Iteration 113Q: 3 clusters Score -7971193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -7971194.000000 Penalty: 1098.760742
	Iteration 114Q: 3 clusters Score -7971194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -7971191.000000 Penalty: 1098.760742
	Iteration 115Q: 3 clusters Score -7971191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -7971194.500000 Penalty: 1098.760742
	Iteration 116Q: 3 clusters Score -7971194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -7971191.000000 Penalty: 1098.760742
	Iteration 117Q: 3 clusters Score -7971191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -7971191.000000 Penalty: 1098.760742
	Iteration 118F: 3 clusters Score -7971191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 171426 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 206204 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 204737 members 
Mstep: Class 18 contains 415495 members 
Entering Unmasked Estep 
Score: -46787484.000000 Penalty: 8236.743164
Splitting cluster 7 changes total score from -46785852.000000 to -46787484.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (25420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Entering Unmasked Estep 
Score: -1093136.625000 Penalty: 461.519775
	Iteration 0F: 2 clusters Score -1093137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1076254.500000 Penalty: 923.039551
	Iteration 0F: 3 clusters Score -1076254 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1084615.625000 Penalty: 923.039551
	Iteration 1F: 3 clusters Score -1084616 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1085766.750000 Penalty: 923.039551
	Iteration 2F: 3 clusters Score -1085767 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1087113.625000 Penalty: 923.039551
	Iteration 3F: 3 clusters Score -1087114 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1088592.875000 Penalty: 923.039551
	Iteration 4F: 3 clusters Score -1088593 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1089643.250000 Penalty: 923.039551
	Iteration 5F: 3 clusters Score -1089643 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1090175.000000 Penalty: 923.039551
	Iteration 6Q: 3 clusters Score -1090175 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1090449.750000 Penalty: 923.039551
	Iteration 7Q: 3 clusters Score -1090450 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1090687.875000 Penalty: 923.039551
	Iteration 8Q: 3 clusters Score -1090688 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1090911.250000 Penalty: 923.039551
	Iteration 9Q: 3 clusters Score -1090911 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1091116.125000 Penalty: 923.039551
	Iteration 10Q: 3 clusters Score -1091116 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1091296.000000 Penalty: 923.039551
	Iteration 11Q: 3 clusters Score -1091296 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1091470.875000 Penalty: 923.039551
	Iteration 12Q: 3 clusters Score -1091471 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1091613.000000 Penalty: 923.039551
	Iteration 13Q: 3 clusters Score -1091613 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1091730.000000 Penalty: 923.039551
	Iteration 14Q: 3 clusters Score -1091730 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1091809.625000 Penalty: 923.039551
	Iteration 15Q: 3 clusters Score -1091810 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1091868.125000 Penalty: 923.039551
	Iteration 16Q: 3 clusters Score -1091868 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1091919.750000 Penalty: 923.039551
	Iteration 17Q: 3 clusters Score -1091920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1091976.000000 Penalty: 923.039551
	Iteration 18Q: 3 clusters Score -1091976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1092025.500000 Penalty: 923.039551
	Iteration 19Q: 3 clusters Score -1092026 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1092073.125000 Penalty: 923.039551
	Iteration 20F: 3 clusters Score -1092073 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1092109.250000 Penalty: 923.039551
	Iteration 21Q: 3 clusters Score -1092109 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1092145.625000 Penalty: 923.039551
	Iteration 22Q: 3 clusters Score -1092146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1092174.000000 Penalty: 923.039551
	Iteration 23Q: 3 clusters Score -1092174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1092204.500000 Penalty: 923.039551
	Iteration 24Q: 3 clusters Score -1092204 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1092228.750000 Penalty: 923.039551
	Iteration 25Q: 3 clusters Score -1092229 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1092261.250000 Penalty: 923.039551
	Iteration 26Q: 3 clusters Score -1092261 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1092289.125000 Penalty: 923.039551
	Iteration 27Q: 3 clusters Score -1092289 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1092318.500000 Penalty: 923.039551
	Iteration 28Q: 3 clusters Score -1092318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1092348.375000 Penalty: 923.039551
	Iteration 29Q: 3 clusters Score -1092348 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1092376.750000 Penalty: 923.039551
	Iteration 30Q: 3 clusters Score -1092377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1092400.750000 Penalty: 923.039551
	Iteration 31Q: 3 clusters Score -1092401 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1092434.750000 Penalty: 923.039551
	Iteration 32Q: 3 clusters Score -1092435 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1092456.500000 Penalty: 923.039551
	Iteration 33Q: 3 clusters Score -1092456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1092484.875000 Penalty: 923.039551
	Iteration 34Q: 3 clusters Score -1092485 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1092498.750000 Penalty: 923.039551
	Iteration 35Q: 3 clusters Score -1092499 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1092521.625000 Penalty: 923.039551
	Iteration 36Q: 3 clusters Score -1092522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1092543.500000 Penalty: 923.039551
	Iteration 37Q: 3 clusters Score -1092544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1092565.000000 Penalty: 923.039551
	Iteration 38Q: 3 clusters Score -1092565 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1092585.750000 Penalty: 923.039551
	Iteration 39Q: 3 clusters Score -1092586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1092609.125000 Penalty: 923.039551
	Iteration 40F: 3 clusters Score -1092609 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1092631.500000 Penalty: 923.039551
	Iteration 41Q: 3 clusters Score -1092632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1092652.125000 Penalty: 923.039551
	Iteration 42Q: 3 clusters Score -1092652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1092673.750000 Penalty: 923.039551
	Iteration 43Q: 3 clusters Score -1092674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1092697.250000 Penalty: 923.039551
	Iteration 44Q: 3 clusters Score -1092697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1092714.375000 Penalty: 923.039551
	Iteration 45Q: 3 clusters Score -1092714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1092735.000000 Penalty: 923.039551
	Iteration 46Q: 3 clusters Score -1092735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1092747.125000 Penalty: 923.039551
	Iteration 47Q: 3 clusters Score -1092747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1092759.125000 Penalty: 923.039551
	Iteration 48Q: 3 clusters Score -1092759 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1092770.500000 Penalty: 923.039551
	Iteration 49Q: 3 clusters Score -1092770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1092775.000000 Penalty: 923.039551
	Iteration 50Q: 3 clusters Score -1092775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1092792.750000 Penalty: 923.039551
	Iteration 51Q: 3 clusters Score -1092793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1092802.125000 Penalty: 923.039551
	Iteration 52Q: 3 clusters Score -1092802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1092812.875000 Penalty: 923.039551
	Iteration 53Q: 3 clusters Score -1092813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1092819.875000 Penalty: 923.039551
	Iteration 54Q: 3 clusters Score -1092820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1092833.125000 Penalty: 923.039551
	Iteration 55Q: 3 clusters Score -1092833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1092843.500000 Penalty: 923.039551
	Iteration 56Q: 3 clusters Score -1092844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1092855.125000 Penalty: 923.039551
	Iteration 57Q: 3 clusters Score -1092855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1092866.375000 Penalty: 923.039551
	Iteration 58Q: 3 clusters Score -1092866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1092873.125000 Penalty: 923.039551
	Iteration 59Q: 3 clusters Score -1092873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1092879.625000 Penalty: 923.039551
	Iteration 60F: 3 clusters Score -1092880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1092887.250000 Penalty: 923.039551
	Iteration 61Q: 3 clusters Score -1092887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1092898.375000 Penalty: 923.039551
	Iteration 62Q: 3 clusters Score -1092898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1092903.625000 Penalty: 923.039551
	Iteration 63Q: 3 clusters Score -1092904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1092913.250000 Penalty: 923.039551
	Iteration 64Q: 3 clusters Score -1092913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1092920.125000 Penalty: 923.039551
	Iteration 65Q: 3 clusters Score -1092920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1092928.000000 Penalty: 923.039551
	Iteration 66Q: 3 clusters Score -1092928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1092940.375000 Penalty: 923.039551
	Iteration 67Q: 3 clusters Score -1092940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1092945.875000 Penalty: 923.039551
	Iteration 68Q: 3 clusters Score -1092946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1092952.125000 Penalty: 923.039551
	Iteration 69Q: 3 clusters Score -1092952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1092957.500000 Penalty: 923.039551
	Iteration 70Q: 3 clusters Score -1092958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1092960.750000 Penalty: 923.039551
	Iteration 71Q: 3 clusters Score -1092961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1092966.000000 Penalty: 923.039551
	Iteration 72Q: 3 clusters Score -1092966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1092971.875000 Penalty: 923.039551
	Iteration 73Q: 3 clusters Score -1092972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1092975.750000 Penalty: 923.039551
	Iteration 74Q: 3 clusters Score -1092976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1092983.500000 Penalty: 923.039551
	Iteration 75Q: 3 clusters Score -1092984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1092987.875000 Penalty: 923.039551
	Iteration 76Q: 3 clusters Score -1092988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1092994.750000 Penalty: 923.039551
	Iteration 77Q: 3 clusters Score -1092995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1092997.125000 Penalty: 923.039551
	Iteration 78Q: 3 clusters Score -1092997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1093000.250000 Penalty: 923.039551
	Iteration 79Q: 3 clusters Score -1093000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1093004.500000 Penalty: 923.039551
	Iteration 80F: 3 clusters Score -1093004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1093011.500000 Penalty: 923.039551
	Iteration 81Q: 3 clusters Score -1093012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1093011.750000 Penalty: 923.039551
	Iteration 82Q: 3 clusters Score -1093012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1093013.125000 Penalty: 923.039551
	Iteration 83Q: 3 clusters Score -1093013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1093020.375000 Penalty: 923.039551
	Iteration 84Q: 3 clusters Score -1093020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1093022.250000 Penalty: 923.039551
	Iteration 85Q: 3 clusters Score -1093022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1093024.750000 Penalty: 923.039551
	Iteration 86Q: 3 clusters Score -1093025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1093025.125000 Penalty: 923.039551
	Iteration 87Q: 3 clusters Score -1093025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1093028.375000 Penalty: 923.039551
	Iteration 88Q: 3 clusters Score -1093028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1093027.750000 Penalty: 923.039551
	Iteration 89Q: 3 clusters Score -1093028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1093034.000000 Penalty: 923.039551
	Iteration 90Q: 3 clusters Score -1093034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1093035.750000 Penalty: 923.039551
	Iteration 91Q: 3 clusters Score -1093036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1093037.875000 Penalty: 923.039551
	Iteration 92Q: 3 clusters Score -1093038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1093041.125000 Penalty: 923.039551
	Iteration 93Q: 3 clusters Score -1093041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1093042.750000 Penalty: 923.039551
	Iteration 94Q: 3 clusters Score -1093043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1093042.875000 Penalty: 923.039551
	Iteration 95Q: 3 clusters Score -1093043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1093044.500000 Penalty: 923.039551
	Iteration 96Q: 3 clusters Score -1093044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1093044.125000 Penalty: 923.039551
	Iteration 97Q: 3 clusters Score -1093044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1093044.000000 Penalty: 923.039551
	Iteration 98Q: 3 clusters Score -1093044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1093043.500000 Penalty: 923.039551
	Iteration 99Q: 3 clusters Score -1093044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1093046.250000 Penalty: 923.039551
	Iteration 100F: 3 clusters Score -1093046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1093045.875000 Penalty: 923.039551
	Iteration 101Q: 3 clusters Score -1093046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1093045.750000 Penalty: 923.039551
	Iteration 102Q: 3 clusters Score -1093046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1093046.125000 Penalty: 923.039551
	Iteration 103Q: 3 clusters Score -1093046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1093046.125000 Penalty: 923.039551
	Iteration 104Q: 3 clusters Score -1093046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1093045.875000 Penalty: 923.039551
	Iteration 105Q: 3 clusters Score -1093046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1093045.875000 Penalty: 923.039551
	Iteration 106F: 3 clusters Score -1093046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -59890.382812 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -59890.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58950.035156 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -58950.04 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59240.722656 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -59240.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59280.707031 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -59280.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59299.785156 Penalty: 645.424194
	Iteration 3Q: 3 clusters Score -59299.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59315.500000 Penalty: 645.424194
	Iteration 4Q: 3 clusters Score -59315.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59326.148438 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -59326.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59336.589844 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -59336.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59346.207031 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -59346.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59358.910156 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -59358.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59367.949219 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -59367.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59376.824219 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -59376.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59389.761719 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -59389.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59405.664062 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -59405.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59426.535156 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -59426.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59443.414062 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -59443.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59456.839844 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -59456.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59465.832031 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -59465.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59477.457031 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -59477.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59488.242188 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -59488.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59503.632812 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -59503.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59519.546875 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -59519.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59533.980469 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -59533.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59541.546875 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -59541.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59547.261719 Penalty: 645.424194
	Iteration 23Q: 3 clusters Score -59547.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59553.402344 Penalty: 645.424194
	Iteration 24Q: 3 clusters Score -59553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59559.375000 Penalty: 645.424194
	Iteration 25Q: 3 clusters Score -59559.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -59559.902344 Penalty: 645.424194
	Iteration 26Q: 3 clusters Score -59559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -59561.304688 Penalty: 645.424194
	Iteration 27Q: 3 clusters Score -59561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59562.996094 Penalty: 645.424194
	Iteration 28Q: 3 clusters Score -59563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59566.714844 Penalty: 645.424194
	Iteration 29Q: 3 clusters Score -59566.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59567.750000 Penalty: 645.424194
	Iteration 30Q: 3 clusters Score -59567.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -59568.738281 Penalty: 645.424194
	Iteration 31Q: 3 clusters Score -59568.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -59569.156250 Penalty: 645.424194
	Iteration 32Q: 3 clusters Score -59569.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59569.667969 Penalty: 645.424194
	Iteration 33Q: 3 clusters Score -59569.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59571.777344 Penalty: 645.424194
	Iteration 34Q: 3 clusters Score -59571.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -59576.304688 Penalty: 645.424194
	Iteration 35Q: 3 clusters Score -59576.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -59584.253906 Penalty: 645.424194
	Iteration 36Q: 3 clusters Score -59584.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -59587.632812 Penalty: 645.424194
	Iteration 37Q: 3 clusters Score -59587.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -59590.136719 Penalty: 645.424194
	Iteration 38Q: 3 clusters Score -59590.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -59591.328125 Penalty: 645.424194
	Iteration 39Q: 3 clusters Score -59591.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -59592.726562 Penalty: 645.424194
	Iteration 40F: 3 clusters Score -59592.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -59593.246094 Penalty: 645.424194
	Iteration 41Q: 3 clusters Score -59593.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -59594.750000 Penalty: 645.424194
	Iteration 42Q: 3 clusters Score -59594.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -59598.035156 Penalty: 645.424194
	Iteration 43Q: 3 clusters Score -59598.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -59599.968750 Penalty: 645.424194
	Iteration 44Q: 3 clusters Score -59599.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59600.671875 Penalty: 645.424194
	Iteration 45Q: 3 clusters Score -59600.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -59601.699219 Penalty: 645.424194
	Iteration 46Q: 3 clusters Score -59601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -59602.687500 Penalty: 645.424194
	Iteration 47Q: 3 clusters Score -59602.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -59602.984375 Penalty: 645.424194
	Iteration 48Q: 3 clusters Score -59602.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -59602.984375 Penalty: 645.424194
	Iteration 49F: 3 clusters Score -59602.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -510166.750000 Penalty: 422.394928
	Iteration 0F: 2 clusters Score -510166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -502979.812500 Penalty: 844.789856
	Iteration 0F: 3 clusters Score -502979.8 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -506000.781250 Penalty: 844.789856
	Iteration 1F: 3 clusters Score -506000.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -506252.156250 Penalty: 844.789856
	Iteration 2F: 3 clusters Score -506252.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -506582.218750 Penalty: 844.789856
	Iteration 3F: 3 clusters Score -506582.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -507078.843750 Penalty: 844.789856
	Iteration 4F: 3 clusters Score -507078.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -507683.562500 Penalty: 844.789856
	Iteration 5F: 3 clusters Score -507683.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -508255.906250 Penalty: 844.789856
	Iteration 6F: 3 clusters Score -508255.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -508601.437500 Penalty: 844.789856
	Iteration 7F: 3 clusters Score -508601.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -508772.968750 Penalty: 844.789856
	Iteration 8Q: 3 clusters Score -508773 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -508900.687500 Penalty: 844.789856
	Iteration 9Q: 3 clusters Score -508900.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -509002.000000 Penalty: 844.789856
	Iteration 10Q: 3 clusters Score -509002 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -509084.968750 Penalty: 844.789856
	Iteration 11Q: 3 clusters Score -509085 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -509142.187500 Penalty: 844.789856
	Iteration 12Q: 3 clusters Score -509142.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -509197.125000 Penalty: 844.789856
	Iteration 13Q: 3 clusters Score -509197.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -509245.718750 Penalty: 844.789856
	Iteration 14Q: 3 clusters Score -509245.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -509297.593750 Penalty: 844.789856
	Iteration 15Q: 3 clusters Score -509297.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -509336.968750 Penalty: 844.789856
	Iteration 16Q: 3 clusters Score -509337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -509363.625000 Penalty: 844.789856
	Iteration 17Q: 3 clusters Score -509363.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -509394.281250 Penalty: 844.789856
	Iteration 18Q: 3 clusters Score -509394.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -509425.937500 Penalty: 844.789856
	Iteration 19Q: 3 clusters Score -509425.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -509450.968750 Penalty: 844.789856
	Iteration 20F: 3 clusters Score -509451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -509472.062500 Penalty: 844.789856
	Iteration 21Q: 3 clusters Score -509472.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -509486.968750 Penalty: 844.789856
	Iteration 22Q: 3 clusters Score -509487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -509501.312500 Penalty: 844.789856
	Iteration 23Q: 3 clusters Score -509501.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -509512.656250 Penalty: 844.789856
	Iteration 24Q: 3 clusters Score -509512.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -509525.968750 Penalty: 844.789856
	Iteration 25Q: 3 clusters Score -509526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -509532.500000 Penalty: 844.789856
	Iteration 26Q: 3 clusters Score -509532.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -509536.656250 Penalty: 844.789856
	Iteration 27Q: 3 clusters Score -509536.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -509541.125000 Penalty: 844.789856
	Iteration 28Q: 3 clusters Score -509541.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -509541.031250 Penalty: 844.789856
	Iteration 29Q: 3 clusters Score -509541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -509543.250000 Penalty: 844.789856
	Iteration 30Q: 3 clusters Score -509543.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -509547.656250 Penalty: 844.789856
	Iteration 31Q: 3 clusters Score -509547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -509555.562500 Penalty: 844.789856
	Iteration 32Q: 3 clusters Score -509555.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -509558.937500 Penalty: 844.789856
	Iteration 33Q: 3 clusters Score -509558.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -509562.156250 Penalty: 844.789856
	Iteration 34Q: 3 clusters Score -509562.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -509565.718750 Penalty: 844.789856
	Iteration 35Q: 3 clusters Score -509565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -509571.531250 Penalty: 844.789856
	Iteration 36Q: 3 clusters Score -509571.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -509576.625000 Penalty: 844.789856
	Iteration 37Q: 3 clusters Score -509576.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -509583.500000 Penalty: 844.789856
	Iteration 38Q: 3 clusters Score -509583.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -509592.375000 Penalty: 844.789856
	Iteration 39Q: 3 clusters Score -509592.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -509602.468750 Penalty: 844.789856
	Iteration 40F: 3 clusters Score -509602.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -509615.375000 Penalty: 844.789856
	Iteration 41Q: 3 clusters Score -509615.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -509623.125000 Penalty: 844.789856
	Iteration 42Q: 3 clusters Score -509623.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -509636.718750 Penalty: 844.789856
	Iteration 43Q: 3 clusters Score -509636.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -509649.000000 Penalty: 844.789856
	Iteration 44Q: 3 clusters Score -509649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -509659.750000 Penalty: 844.789856
	Iteration 45Q: 3 clusters Score -509659.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -509668.468750 Penalty: 844.789856
	Iteration 46Q: 3 clusters Score -509668.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -509679.031250 Penalty: 844.789856
	Iteration 47Q: 3 clusters Score -509679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -509690.343750 Penalty: 844.789856
	Iteration 48Q: 3 clusters Score -509690.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -509701.156250 Penalty: 844.789856
	Iteration 49Q: 3 clusters Score -509701.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -509710.343750 Penalty: 844.789856
	Iteration 50Q: 3 clusters Score -509710.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -509720.218750 Penalty: 844.789856
	Iteration 51Q: 3 clusters Score -509720.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -509731.437500 Penalty: 844.789856
	Iteration 52Q: 3 clusters Score -509731.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -509746.968750 Penalty: 844.789856
	Iteration 53Q: 3 clusters Score -509747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -509762.625000 Penalty: 844.789856
	Iteration 54Q: 3 clusters Score -509762.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -509775.906250 Penalty: 844.789856
	Iteration 55Q: 3 clusters Score -509775.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -509788.906250 Penalty: 844.789856
	Iteration 56Q: 3 clusters Score -509788.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -509799.562500 Penalty: 844.789856
	Iteration 57Q: 3 clusters Score -509799.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -509806.937500 Penalty: 844.789856
	Iteration 58Q: 3 clusters Score -509806.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -509810.218750 Penalty: 844.789856
	Iteration 59Q: 3 clusters Score -509810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -509815.093750 Penalty: 844.789856
	Iteration 60F: 3 clusters Score -509815.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -509817.593750 Penalty: 844.789856
	Iteration 61Q: 3 clusters Score -509817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -509818.968750 Penalty: 844.789856
	Iteration 62Q: 3 clusters Score -509819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -509820.656250 Penalty: 844.789856
	Iteration 63Q: 3 clusters Score -509820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -509821.312500 Penalty: 844.789856
	Iteration 64Q: 3 clusters Score -509821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -509820.812500 Penalty: 844.789856
	Iteration 65Q: 3 clusters Score -509820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -509820.218750 Penalty: 844.789856
	Iteration 66Q: 3 clusters Score -509820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -509821.250000 Penalty: 844.789856
	Iteration 67Q: 3 clusters Score -509821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -509822.156250 Penalty: 844.789856
	Iteration 68Q: 3 clusters Score -509822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -509822.812500 Penalty: 844.789856
	Iteration 69Q: 3 clusters Score -509822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -509824.312500 Penalty: 844.789856
	Iteration 70Q: 3 clusters Score -509824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -509824.312500 Penalty: 844.789856
	Iteration 71Q: 3 clusters Score -509824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -509824.312500 Penalty: 844.789856
	Iteration 72Q: 3 clusters Score -509824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -509824.218750 Penalty: 844.789856
	Iteration 73Q: 3 clusters Score -509824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -509824.468750 Penalty: 844.789856
	Iteration 74Q: 3 clusters Score -509824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -509824.468750 Penalty: 844.789856
	Iteration 75F: 3 clusters Score -509824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (206204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206204 members 
Entering Unmasked Estep 
Score: -9200240.000000 Penalty: 556.766235
	Iteration 0F: 2 clusters Score -9200240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -9063779.000000 Penalty: 1113.532471
	Iteration 0F: 3 clusters Score -9063779 nChanged 101852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -9129012.000000 Penalty: 1113.532471
	Iteration 1F: 3 clusters Score -9129012 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -9133797.000000 Penalty: 1113.532471
	Iteration 2F: 3 clusters Score -9133797 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -9140264.000000 Penalty: 1113.532471
	Iteration 3F: 3 clusters Score -9140264 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -9148649.000000 Penalty: 1113.532471
	Iteration 4F: 3 clusters Score -9148649 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -9158768.000000 Penalty: 1113.532471
	Iteration 5F: 3 clusters Score -9158768 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -9169919.000000 Penalty: 1113.532471
	Iteration 6F: 3 clusters Score -9169919 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -9178425.000000 Penalty: 1113.532471
	Iteration 7F: 3 clusters Score -9178425 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -9182887.000000 Penalty: 1113.532471
	Iteration 8Q: 3 clusters Score -9182887 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -9185110.000000 Penalty: 1113.532471
	Iteration 9Q: 3 clusters Score -9185110 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -9186595.000000 Penalty: 1113.532471
	Iteration 10Q: 3 clusters Score -9186595 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -9188226.000000 Penalty: 1113.532471
	Iteration 11Q: 3 clusters Score -9188226 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -9189711.000000 Penalty: 1113.532471
	Iteration 12Q: 3 clusters Score -9189711 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -9191189.000000 Penalty: 1113.532471
	Iteration 13Q: 3 clusters Score -9191189 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 120982 members 
Entering Unmasked Estep 
Score: -9192356.000000 Penalty: 1113.532471
	Iteration 14Q: 3 clusters Score -9192356 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -9193319.000000 Penalty: 1113.532471
	Iteration 15Q: 3 clusters Score -9193319 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 125240 members 
Entering Unmasked Estep 
Score: -9194089.000000 Penalty: 1113.532471
	Iteration 16Q: 3 clusters Score -9194089 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -9194689.000000 Penalty: 1113.532471
	Iteration 17Q: 3 clusters Score -9194689 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 129205 members 
Entering Unmasked Estep 
Score: -9195175.000000 Penalty: 1113.532471
	Iteration 18Q: 3 clusters Score -9195175 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -9195574.000000 Penalty: 1113.532471
	Iteration 19Q: 3 clusters Score -9195574 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 132658 members 
Entering Unmasked Estep 
Score: -9195957.000000 Penalty: 1113.532471
	Iteration 20F: 3 clusters Score -9195957 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -9196250.000000 Penalty: 1113.532471
	Iteration 21Q: 3 clusters Score -9196250 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 135949 members 
Entering Unmasked Estep 
Score: -9196540.000000 Penalty: 1113.532471
	Iteration 22Q: 3 clusters Score -9196540 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -9196789.000000 Penalty: 1113.532471
	Iteration 23Q: 3 clusters Score -9196789 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -9197016.000000 Penalty: 1113.532471
	Iteration 24Q: 3 clusters Score -9197016 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -9197242.000000 Penalty: 1113.532471
	Iteration 25Q: 3 clusters Score -9197242 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -9197549.000000 Penalty: 1113.532471
	Iteration 26Q: 3 clusters Score -9197549 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -9197832.000000 Penalty: 1113.532471
	Iteration 27Q: 3 clusters Score -9197832 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -9198059.000000 Penalty: 1113.532471
	Iteration 28Q: 3 clusters Score -9198059 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -9198249.000000 Penalty: 1113.532471
	Iteration 29Q: 3 clusters Score -9198249 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 153604 members 
Entering Unmasked Estep 
Score: -9198420.000000 Penalty: 1113.532471
	Iteration 30Q: 3 clusters Score -9198420 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -9198593.000000 Penalty: 1113.532471
	Iteration 31Q: 3 clusters Score -9198593 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -9198924.000000 Penalty: 1113.532471
	Iteration 32Q: 3 clusters Score -9198924 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -9199193.000000 Penalty: 1113.532471
	Iteration 33Q: 3 clusters Score -9199193 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 171498 members 
Entering Unmasked Estep 
Score: -9199357.000000 Penalty: 1113.532471
	Iteration 34Q: 3 clusters Score -9199357 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -9199684.000000 Penalty: 1113.532471
	Iteration 35Q: 3 clusters Score -9199684 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 180803 members 
Entering Unmasked Estep 
Score: -9199703.000000 Penalty: 1113.532471
	Iteration 36Q: 3 clusters Score -9199703 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 184155 members 
Entering Unmasked Estep 
Score: -9199586.000000 Penalty: 1113.532471
	Iteration 37Q: 3 clusters Score -9199586 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
Score: -9199319.000000 Penalty: 1113.532471
	Iteration 38Q: 3 clusters Score -9199319 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 187295 members 
Entering Unmasked Estep 
Score: -9199212.000000 Penalty: 1113.532471
	Iteration 39Q: 3 clusters Score -9199212 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 187760 members 
Entering Unmasked Estep 
Score: -9200397.000000 Penalty: 1113.532471
	Iteration 40F: 3 clusters Score -9200397 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 191297 members 
Entering Unmasked Estep 
Score: -9200778.000000 Penalty: 1113.532471
	Iteration 41Q: 3 clusters Score -9200778 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 194217 members 
Entering Unmasked Estep 
Score: -9201080.000000 Penalty: 1113.532471
	Iteration 42Q: 3 clusters Score -9201080 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 196564 members 
Entering Unmasked Estep 
Score: -9201119.000000 Penalty: 1113.532471
	Iteration 43Q: 3 clusters Score -9201119 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 198460 members 
Entering Unmasked Estep 
Score: -9201169.000000 Penalty: 1113.532471
	Iteration 44Q: 3 clusters Score -9201169 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 200038 members 
Entering Unmasked Estep 
Score: -9201217.000000 Penalty: 1113.532471
	Iteration 45Q: 3 clusters Score -9201217 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -9201271.000000 Penalty: 1113.532471
	Iteration 46Q: 3 clusters Score -9201271 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 202160 members 
Entering Unmasked Estep 
Score: -9201234.000000 Penalty: 1113.532471
	Iteration 47Q: 3 clusters Score -9201234 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 202874 members 
Entering Unmasked Estep 
Score: -9201187.000000 Penalty: 1113.532471
	Iteration 48Q: 3 clusters Score -9201187 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 203402 members 
Entering Unmasked Estep 
Score: -9201132.000000 Penalty: 1113.532471
	Iteration 49Q: 3 clusters Score -9201132 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 203820 members 
Entering Unmasked Estep 
Score: -9201044.000000 Penalty: 1113.532471
	Iteration 50Q: 3 clusters Score -9201044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 204138 members 
Entering Unmasked Estep 
Score: -9200948.000000 Penalty: 1113.532471
	Iteration 51Q: 3 clusters Score -9200948 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 204394 members 
Entering Unmasked Estep 
Score: -9200913.000000 Penalty: 1113.532471
	Iteration 52Q: 3 clusters Score -9200913 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 204578 members 
Entering Unmasked Estep 
Score: -9200882.000000 Penalty: 1113.532471
	Iteration 53Q: 3 clusters Score -9200882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 204724 members 
Entering Unmasked Estep 
Score: -9200854.000000 Penalty: 1113.532471
	Iteration 54Q: 3 clusters Score -9200854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 204858 members 
Entering Unmasked Estep 
Score: -9200814.000000 Penalty: 1113.532471
	Iteration 55Q: 3 clusters Score -9200814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 204956 members 
Entering Unmasked Estep 
Score: -9200779.000000 Penalty: 1113.532471
	Iteration 56Q: 3 clusters Score -9200779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 205022 members 
Entering Unmasked Estep 
Score: -9200780.000000 Penalty: 1113.532471
	Iteration 57Q: 3 clusters Score -9200780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 205074 members 
Entering Unmasked Estep 
Score: -9200768.000000 Penalty: 1113.532471
	Iteration 58Q: 3 clusters Score -9200768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 205121 members 
Entering Unmasked Estep 
Score: -9200744.000000 Penalty: 1113.532471
	Iteration 59Q: 3 clusters Score -9200744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 205166 members 
Entering Unmasked Estep 
Score: -9200722.000000 Penalty: 1113.532471
	Iteration 60F: 3 clusters Score -9200722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 205213 members 
Entering Unmasked Estep 
Score: -9200712.000000 Penalty: 1113.532471
	Iteration 61Q: 3 clusters Score -9200712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 205246 members 
Entering Unmasked Estep 
Score: -9200699.000000 Penalty: 1113.532471
	Iteration 62Q: 3 clusters Score -9200699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 205268 members 
Entering Unmasked Estep 
Score: -9200687.000000 Penalty: 1113.532471
	Iteration 63Q: 3 clusters Score -9200687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 205287 members 
Entering Unmasked Estep 
Score: -9200686.000000 Penalty: 1113.532471
	Iteration 64Q: 3 clusters Score -9200686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 205299 members 
Entering Unmasked Estep 
Score: -9200684.000000 Penalty: 1113.532471
	Iteration 65Q: 3 clusters Score -9200684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 205323 members 
Entering Unmasked Estep 
Score: -9200679.000000 Penalty: 1113.532471
	Iteration 66Q: 3 clusters Score -9200679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -9200663.000000 Penalty: 1113.532471
	Iteration 67Q: 3 clusters Score -9200663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 205368 members 
Entering Unmasked Estep 
Score: -9200657.000000 Penalty: 1113.532471
	Iteration 68Q: 3 clusters Score -9200657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 205382 members 
Entering Unmasked Estep 
Score: -9200649.000000 Penalty: 1113.532471
	Iteration 69Q: 3 clusters Score -9200649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 205394 members 
Entering Unmasked Estep 
Score: -9200638.000000 Penalty: 1113.532471
	Iteration 70Q: 3 clusters Score -9200638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 205403 members 
Entering Unmasked Estep 
Score: -9200640.000000 Penalty: 1113.532471
	Iteration 71Q: 3 clusters Score -9200640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 205411 members 
Entering Unmasked Estep 
Score: -9200626.000000 Penalty: 1113.532471
	Iteration 72Q: 3 clusters Score -9200626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 205414 members 
Entering Unmasked Estep 
Score: -9200630.000000 Penalty: 1113.532471
	Iteration 73Q: 3 clusters Score -9200630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -9200632.000000 Penalty: 1113.532471
	Iteration 74Q: 3 clusters Score -9200632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 205417 members 
Entering Unmasked Estep 
Score: -9200628.000000 Penalty: 1113.532471
	Iteration 75Q: 3 clusters Score -9200628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 205420 members 
Entering Unmasked Estep 
Score: -9200624.000000 Penalty: 1113.532471
	Iteration 76Q: 3 clusters Score -9200624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 205424 members 
Entering Unmasked Estep 
Score: -9200620.000000 Penalty: 1113.532471
	Iteration 77Q: 3 clusters Score -9200620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 205429 members 
Entering Unmasked Estep 
Score: -9200614.000000 Penalty: 1113.532471
	Iteration 78Q: 3 clusters Score -9200614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 205437 members 
Entering Unmasked Estep 
Score: -9200610.000000 Penalty: 1113.532471
	Iteration 79Q: 3 clusters Score -9200610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 205441 members 
Entering Unmasked Estep 
Score: -9200617.000000 Penalty: 1113.532471
	Iteration 80F: 3 clusters Score -9200617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 205445 members 
Entering Unmasked Estep 
Score: -9200614.000000 Penalty: 1113.532471
	Iteration 81Q: 3 clusters Score -9200614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 205447 members 
Entering Unmasked Estep 
Score: -9200608.000000 Penalty: 1113.532471
	Iteration 82Q: 3 clusters Score -9200608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -9200607.000000 Penalty: 1113.532471
	Iteration 83Q: 3 clusters Score -9200607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 205451 members 
Entering Unmasked Estep 
Score: -9200610.000000 Penalty: 1113.532471
	Iteration 84Q: 3 clusters Score -9200610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 205454 members 
Entering Unmasked Estep 
Score: -9200601.000000 Penalty: 1113.532471
	Iteration 85Q: 3 clusters Score -9200601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 205459 members 
Entering Unmasked Estep 
Score: -9200597.000000 Penalty: 1113.532471
	Iteration 86Q: 3 clusters Score -9200597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 205461 members 
Entering Unmasked Estep 
Score: -9200599.000000 Penalty: 1113.532471
	Iteration 87Q: 3 clusters Score -9200599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 205462 members 
Entering Unmasked Estep 
Score: -9200597.000000 Penalty: 1113.532471
	Iteration 88Q: 3 clusters Score -9200597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 205461 members 
Entering Unmasked Estep 
Score: -9200598.000000 Penalty: 1113.532471
	Iteration 89Q: 3 clusters Score -9200598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 205462 members 
Entering Unmasked Estep 
Score: -9200596.000000 Penalty: 1113.532471
	Iteration 90Q: 3 clusters Score -9200596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 205463 members 
Entering Unmasked Estep 
Score: -9200599.000000 Penalty: 1113.532471
	Iteration 91Q: 3 clusters Score -9200599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 205463 members 
Entering Unmasked Estep 
Score: -9200599.000000 Penalty: 1113.532471
	Iteration 92F: 3 clusters Score -9200599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 171426 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 205463 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 204737 members 
Mstep: Class 18 contains 415495 members 
Entering Unmasked Estep 
Score: -46787724.000000 Penalty: 8870.338867
Splitting cluster 14 changes total score from -46785852.000000 to -46787724.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 15 (38120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Entering Unmasked Estep 
Score: -1809897.125000 Penalty: 479.956482
	Iteration 0F: 2 clusters Score -1809897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1784386.375000 Penalty: 959.912964
	Iteration 0F: 3 clusters Score -1784386 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1795902.000000 Penalty: 959.912964
	Iteration 1F: 3 clusters Score -1795902 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1796752.500000 Penalty: 959.912964
	Iteration 2Q: 3 clusters Score -1796752 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1798196.375000 Penalty: 959.912964
	Iteration 3F: 3 clusters Score -1798196 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1800652.375000 Penalty: 959.912964
	Iteration 4F: 3 clusters Score -1800652 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1803271.250000 Penalty: 959.912964
	Iteration 5F: 3 clusters Score -1803271 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -1804460.250000 Penalty: 959.912964
	Iteration 6F: 3 clusters Score -1804460 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1804873.500000 Penalty: 959.912964
	Iteration 7Q: 3 clusters Score -1804874 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1805172.250000 Penalty: 959.912964
	Iteration 8Q: 3 clusters Score -1805172 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1805454.125000 Penalty: 959.912964
	Iteration 9Q: 3 clusters Score -1805454 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1805720.750000 Penalty: 959.912964
	Iteration 10Q: 3 clusters Score -1805721 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1805964.750000 Penalty: 959.912964
	Iteration 11Q: 3 clusters Score -1805965 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1806148.500000 Penalty: 959.912964
	Iteration 12Q: 3 clusters Score -1806148 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1806321.250000 Penalty: 959.912964
	Iteration 13Q: 3 clusters Score -1806321 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1806461.875000 Penalty: 959.912964
	Iteration 14Q: 3 clusters Score -1806462 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1806596.625000 Penalty: 959.912964
	Iteration 15Q: 3 clusters Score -1806597 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1806738.750000 Penalty: 959.912964
	Iteration 16Q: 3 clusters Score -1806739 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1806858.500000 Penalty: 959.912964
	Iteration 17Q: 3 clusters Score -1806858 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1806986.875000 Penalty: 959.912964
	Iteration 18Q: 3 clusters Score -1806987 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1807115.625000 Penalty: 959.912964
	Iteration 19Q: 3 clusters Score -1807116 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1807272.000000 Penalty: 959.912964
	Iteration 20F: 3 clusters Score -1807272 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1807384.125000 Penalty: 959.912964
	Iteration 21Q: 3 clusters Score -1807384 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1807495.250000 Penalty: 959.912964
	Iteration 22Q: 3 clusters Score -1807495 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1807589.000000 Penalty: 959.912964
	Iteration 23Q: 3 clusters Score -1807589 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1807689.500000 Penalty: 959.912964
	Iteration 24Q: 3 clusters Score -1807690 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1807775.625000 Penalty: 959.912964
	Iteration 25Q: 3 clusters Score -1807776 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1807877.250000 Penalty: 959.912964
	Iteration 26Q: 3 clusters Score -1807877 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1807979.250000 Penalty: 959.912964
	Iteration 27Q: 3 clusters Score -1807979 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1808082.250000 Penalty: 959.912964
	Iteration 28Q: 3 clusters Score -1808082 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1808178.500000 Penalty: 959.912964
	Iteration 29Q: 3 clusters Score -1808178 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1808281.250000 Penalty: 959.912964
	Iteration 30Q: 3 clusters Score -1808281 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1808370.250000 Penalty: 959.912964
	Iteration 31Q: 3 clusters Score -1808370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1808463.000000 Penalty: 959.912964
	Iteration 32Q: 3 clusters Score -1808463 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1808551.250000 Penalty: 959.912964
	Iteration 33Q: 3 clusters Score -1808551 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1808624.625000 Penalty: 959.912964
	Iteration 34Q: 3 clusters Score -1808625 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1808695.625000 Penalty: 959.912964
	Iteration 35Q: 3 clusters Score -1808696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1808772.000000 Penalty: 959.912964
	Iteration 36Q: 3 clusters Score -1808772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1808835.875000 Penalty: 959.912964
	Iteration 37Q: 3 clusters Score -1808836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1808895.250000 Penalty: 959.912964
	Iteration 38Q: 3 clusters Score -1808895 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1808942.000000 Penalty: 959.912964
	Iteration 39Q: 3 clusters Score -1808942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1808980.375000 Penalty: 959.912964
	Iteration 40F: 3 clusters Score -1808980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1809024.000000 Penalty: 959.912964
	Iteration 41Q: 3 clusters Score -1809024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1809085.500000 Penalty: 959.912964
	Iteration 42Q: 3 clusters Score -1809086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1809124.500000 Penalty: 959.912964
	Iteration 43Q: 3 clusters Score -1809124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1809164.625000 Penalty: 959.912964
	Iteration 44Q: 3 clusters Score -1809165 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1809198.375000 Penalty: 959.912964
	Iteration 45Q: 3 clusters Score -1809198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1809233.500000 Penalty: 959.912964
	Iteration 46Q: 3 clusters Score -1809234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1809255.875000 Penalty: 959.912964
	Iteration 47Q: 3 clusters Score -1809256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1809291.500000 Penalty: 959.912964
	Iteration 48Q: 3 clusters Score -1809292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1809329.875000 Penalty: 959.912964
	Iteration 49Q: 3 clusters Score -1809330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1809359.125000 Penalty: 959.912964
	Iteration 50Q: 3 clusters Score -1809359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1809379.875000 Penalty: 959.912964
	Iteration 51Q: 3 clusters Score -1809380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1809400.750000 Penalty: 959.912964
	Iteration 52Q: 3 clusters Score -1809401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1809421.875000 Penalty: 959.912964
	Iteration 53Q: 3 clusters Score -1809422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1809435.125000 Penalty: 959.912964
	Iteration 54Q: 3 clusters Score -1809435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1809452.750000 Penalty: 959.912964
	Iteration 55Q: 3 clusters Score -1809453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1809464.875000 Penalty: 959.912964
	Iteration 56Q: 3 clusters Score -1809465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1809477.000000 Penalty: 959.912964
	Iteration 57Q: 3 clusters Score -1809477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1809483.625000 Penalty: 959.912964
	Iteration 58Q: 3 clusters Score -1809484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1809489.875000 Penalty: 959.912964
	Iteration 59Q: 3 clusters Score -1809490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1809497.000000 Penalty: 959.912964
	Iteration 60F: 3 clusters Score -1809497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1809504.500000 Penalty: 959.912964
	Iteration 61Q: 3 clusters Score -1809504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1809508.125000 Penalty: 959.912964
	Iteration 62Q: 3 clusters Score -1809508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1809508.750000 Penalty: 959.912964
	Iteration 63Q: 3 clusters Score -1809509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1809512.625000 Penalty: 959.912964
	Iteration 64Q: 3 clusters Score -1809513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1809513.875000 Penalty: 959.912964
	Iteration 65Q: 3 clusters Score -1809514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1809513.875000 Penalty: 959.912964
	Iteration 66Q: 3 clusters Score -1809514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1809515.875000 Penalty: 959.912964
	Iteration 67Q: 3 clusters Score -1809516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1809514.375000 Penalty: 959.912964
	Iteration 68Q: 3 clusters Score -1809514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1809515.625000 Penalty: 959.912964
	Iteration 69Q: 3 clusters Score -1809516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1809515.000000 Penalty: 959.912964
	Iteration 70Q: 3 clusters Score -1809515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1809515.875000 Penalty: 959.912964
	Iteration 71Q: 3 clusters Score -1809516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1809515.875000 Penalty: 959.912964
	Iteration 72F: 3 clusters Score -1809516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -27670.085938 Penalty: 287.758331
	Iteration 0F: 2 clusters Score -27670.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27143.673828 Penalty: 575.516663
	Iteration 0F: 3 clusters Score -27143.67 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27257.322266 Penalty: 575.516663
	Iteration 1F: 3 clusters Score -27257.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27275.824219 Penalty: 575.516663
	Iteration 2Q: 3 clusters Score -27275.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27287.193359 Penalty: 575.516663
	Iteration 3Q: 3 clusters Score -27287.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27297.359375 Penalty: 575.516663
	Iteration 4Q: 3 clusters Score -27297.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27306.453125 Penalty: 575.516663
	Iteration 5Q: 3 clusters Score -27306.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27311.720703 Penalty: 575.516663
	Iteration 6Q: 3 clusters Score -27311.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27313.650391 Penalty: 575.516663
	Iteration 7Q: 3 clusters Score -27313.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27318.583984 Penalty: 575.516663
	Iteration 8Q: 3 clusters Score -27318.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27322.539062 Penalty: 575.516663
	Iteration 9Q: 3 clusters Score -27322.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27326.095703 Penalty: 575.516663
	Iteration 10Q: 3 clusters Score -27326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27328.691406 Penalty: 575.516663
	Iteration 11Q: 3 clusters Score -27328.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27330.433594 Penalty: 575.516663
	Iteration 12Q: 3 clusters Score -27330.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27333.636719 Penalty: 575.516663
	Iteration 13Q: 3 clusters Score -27333.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27337.802734 Penalty: 575.516663
	Iteration 14Q: 3 clusters Score -27337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27345.958984 Penalty: 575.516663
	Iteration 15Q: 3 clusters Score -27345.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27353.558594 Penalty: 575.516663
	Iteration 16Q: 3 clusters Score -27353.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27361.544922 Penalty: 575.516663
	Iteration 17Q: 3 clusters Score -27361.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27371.955078 Penalty: 575.516663
	Iteration 18Q: 3 clusters Score -27371.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27378.173828 Penalty: 575.516663
	Iteration 19Q: 3 clusters Score -27378.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27381.515625 Penalty: 575.516663
	Iteration 20F: 3 clusters Score -27381.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27382.541016 Penalty: 575.516663
	Iteration 21Q: 3 clusters Score -27382.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27384.914062 Penalty: 575.516663
	Iteration 22Q: 3 clusters Score -27384.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27385.464844 Penalty: 575.516663
	Iteration 23Q: 3 clusters Score -27385.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27387.509766 Penalty: 575.516663
	Iteration 24Q: 3 clusters Score -27387.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27388.701172 Penalty: 575.516663
	Iteration 25Q: 3 clusters Score -27388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27389.503906 Penalty: 575.516663
	Iteration 26Q: 3 clusters Score -27389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27390.863281 Penalty: 575.516663
	Iteration 27Q: 3 clusters Score -27390.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27390.863281 Penalty: 575.516663
	Iteration 28F: 3 clusters Score -27390.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (204737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204737 members 
Entering Unmasked Estep 
Score: -8704369.000000 Penalty: 556.441406
	Iteration 0F: 2 clusters Score -8704369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -8565455.000000 Penalty: 1112.882812
	Iteration 0F: 3 clusters Score -8565455 nChanged 100590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -8649765.000000 Penalty: 1112.882812
	Iteration 1F: 3 clusters Score -8649765 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132837 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -8664192.000000 Penalty: 1112.882812
	Iteration 2F: 3 clusters Score -8664192 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -8677697.000000 Penalty: 1112.882812
	Iteration 3F: 3 clusters Score -8677697 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -8689388.000000 Penalty: 1112.882812
	Iteration 4F: 3 clusters Score -8689388 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -8697599.000000 Penalty: 1112.882812
	Iteration 5Q: 3 clusters Score -8697599 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8701182.000000 Penalty: 1112.882812
	Iteration 6Q: 3 clusters Score -8701182 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162442 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -8702696.000000 Penalty: 1112.882812
	Iteration 7Q: 3 clusters Score -8702696 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8703544.000000 Penalty: 1112.882812
	Iteration 8Q: 3 clusters Score -8703544 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -8704170.000000 Penalty: 1112.882812
	Iteration 9Q: 3 clusters Score -8704170 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -8704681.000000 Penalty: 1112.882812
	Iteration 10Q: 3 clusters Score -8704681 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -8705120.000000 Penalty: 1112.882812
	Iteration 11Q: 3 clusters Score -8705120 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171635 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -8705523.000000 Penalty: 1112.882812
	Iteration 12Q: 3 clusters Score -8705523 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173061 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8705870.000000 Penalty: 1112.882812
	Iteration 13Q: 3 clusters Score -8705870 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -8706195.000000 Penalty: 1112.882812
	Iteration 14Q: 3 clusters Score -8706195 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175656 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -8706468.000000 Penalty: 1112.882812
	Iteration 15Q: 3 clusters Score -8706468 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8706706.000000 Penalty: 1112.882812
	Iteration 16Q: 3 clusters Score -8706706 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177791 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -8706859.000000 Penalty: 1112.882812
	Iteration 17Q: 3 clusters Score -8706859 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178688 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -8707013.000000 Penalty: 1112.882812
	Iteration 18Q: 3 clusters Score -8707013 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8707122.000000 Penalty: 1112.882812
	Iteration 19Q: 3 clusters Score -8707122 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -8707243.000000 Penalty: 1112.882812
	Iteration 20F: 3 clusters Score -8707243 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8707318.000000 Penalty: 1112.882812
	Iteration 21Q: 3 clusters Score -8707318 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8707411.000000 Penalty: 1112.882812
	Iteration 22Q: 3 clusters Score -8707411 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8707489.000000 Penalty: 1112.882812
	Iteration 23Q: 3 clusters Score -8707489 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182782 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -8707574.000000 Penalty: 1112.882812
	Iteration 24Q: 3 clusters Score -8707574 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -8707660.000000 Penalty: 1112.882812
	Iteration 25Q: 3 clusters Score -8707660 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -8707716.000000 Penalty: 1112.882812
	Iteration 26Q: 3 clusters Score -8707716 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184322 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -8707770.000000 Penalty: 1112.882812
	Iteration 27Q: 3 clusters Score -8707770 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184763 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -8707818.000000 Penalty: 1112.882812
	Iteration 28Q: 3 clusters Score -8707818 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -8707869.000000 Penalty: 1112.882812
	Iteration 29Q: 3 clusters Score -8707869 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185540 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -8707880.000000 Penalty: 1112.882812
	Iteration 30Q: 3 clusters Score -8707880 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185865 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -8707883.000000 Penalty: 1112.882812
	Iteration 31Q: 3 clusters Score -8707883 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -8707893.000000 Penalty: 1112.882812
	Iteration 32Q: 3 clusters Score -8707893 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186436 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -8707928.000000 Penalty: 1112.882812
	Iteration 33Q: 3 clusters Score -8707928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -8707907.000000 Penalty: 1112.882812
	Iteration 34Q: 3 clusters Score -8707907 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -8707963.000000 Penalty: 1112.882812
	Iteration 35Q: 3 clusters Score -8707963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187187 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -8707951.000000 Penalty: 1112.882812
	Iteration 36Q: 3 clusters Score -8707951 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -8707968.000000 Penalty: 1112.882812
	Iteration 37Q: 3 clusters Score -8707968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -8707965.000000 Penalty: 1112.882812
	Iteration 38Q: 3 clusters Score -8707965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187686 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -8707963.000000 Penalty: 1112.882812
	Iteration 39Q: 3 clusters Score -8707963 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187818 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -8707977.000000 Penalty: 1112.882812
	Iteration 40F: 3 clusters Score -8707977 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -8707994.000000 Penalty: 1112.882812
	Iteration 41Q: 3 clusters Score -8707994 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188056 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -8708007.000000 Penalty: 1112.882812
	Iteration 42Q: 3 clusters Score -8708007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -8707987.000000 Penalty: 1112.882812
	Iteration 43Q: 3 clusters Score -8707987 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -8707995.000000 Penalty: 1112.882812
	Iteration 44Q: 3 clusters Score -8707995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188384 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -8708006.000000 Penalty: 1112.882812
	Iteration 45Q: 3 clusters Score -8708006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8708019.000000 Penalty: 1112.882812
	Iteration 46Q: 3 clusters Score -8708019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188561 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -8708004.000000 Penalty: 1112.882812
	Iteration 47Q: 3 clusters Score -8708004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188650 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -8708013.000000 Penalty: 1112.882812
	Iteration 48Q: 3 clusters Score -8708013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -8708016.000000 Penalty: 1112.882812
	Iteration 49Q: 3 clusters Score -8708016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188817 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8708009.000000 Penalty: 1112.882812
	Iteration 50Q: 3 clusters Score -8708009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188894 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -8708020.000000 Penalty: 1112.882812
	Iteration 51Q: 3 clusters Score -8708020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188953 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -8708029.000000 Penalty: 1112.882812
	Iteration 52Q: 3 clusters Score -8708029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -8708025.000000 Penalty: 1112.882812
	Iteration 53Q: 3 clusters Score -8708025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189040 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8708031.000000 Penalty: 1112.882812
	Iteration 54Q: 3 clusters Score -8708031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189086 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -8708034.000000 Penalty: 1112.882812
	Iteration 55Q: 3 clusters Score -8708034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -8708039.000000 Penalty: 1112.882812
	Iteration 56Q: 3 clusters Score -8708039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -8708041.000000 Penalty: 1112.882812
	Iteration 57Q: 3 clusters Score -8708041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8708020.000000 Penalty: 1112.882812
	Iteration 58Q: 3 clusters Score -8708020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -8708019.000000 Penalty: 1112.882812
	Iteration 59Q: 3 clusters Score -8708019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -8708032.000000 Penalty: 1112.882812
	Iteration 60F: 3 clusters Score -8708032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -8708038.000000 Penalty: 1112.882812
	Iteration 61Q: 3 clusters Score -8708038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189252 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -8708038.000000 Penalty: 1112.882812
	Iteration 62Q: 3 clusters Score -8708038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189267 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -8708040.000000 Penalty: 1112.882812
	Iteration 63Q: 3 clusters Score -8708040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189281 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -8708049.000000 Penalty: 1112.882812
	Iteration 64Q: 3 clusters Score -8708049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189298 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -8708044.000000 Penalty: 1112.882812
	Iteration 65Q: 3 clusters Score -8708044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -8708045.000000 Penalty: 1112.882812
	Iteration 66Q: 3 clusters Score -8708045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189314 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -8708040.000000 Penalty: 1112.882812
	Iteration 67Q: 3 clusters Score -8708040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -8708035.000000 Penalty: 1112.882812
	Iteration 68Q: 3 clusters Score -8708035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189340 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -8708039.000000 Penalty: 1112.882812
	Iteration 69Q: 3 clusters Score -8708039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -8708042.000000 Penalty: 1112.882812
	Iteration 70Q: 3 clusters Score -8708042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189359 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -8708041.000000 Penalty: 1112.882812
	Iteration 71Q: 3 clusters Score -8708041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -8708041.000000 Penalty: 1112.882812
	Iteration 72Q: 3 clusters Score -8708041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189372 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -8708043.000000 Penalty: 1112.882812
	Iteration 73Q: 3 clusters Score -8708043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189380 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -8708040.000000 Penalty: 1112.882812
	Iteration 74Q: 3 clusters Score -8708040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -8708045.000000 Penalty: 1112.882812
	Iteration 75Q: 3 clusters Score -8708045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8708046.000000 Penalty: 1112.882812
	Iteration 76Q: 3 clusters Score -8708046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189403 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -8708049.000000 Penalty: 1112.882812
	Iteration 77Q: 3 clusters Score -8708049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -8708047.000000 Penalty: 1112.882812
	Iteration 78Q: 3 clusters Score -8708047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8708045.000000 Penalty: 1112.882812
	Iteration 79Q: 3 clusters Score -8708045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -8708044.000000 Penalty: 1112.882812
	Iteration 80F: 3 clusters Score -8708044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189435 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -8708046.000000 Penalty: 1112.882812
	Iteration 81Q: 3 clusters Score -8708046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189440 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -8708041.000000 Penalty: 1112.882812
	Iteration 82Q: 3 clusters Score -8708041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189447 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -8708039.000000 Penalty: 1112.882812
	Iteration 83Q: 3 clusters Score -8708039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189453 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -8708035.000000 Penalty: 1112.882812
	Iteration 84Q: 3 clusters Score -8708035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189457 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -8708033.000000 Penalty: 1112.882812
	Iteration 85Q: 3 clusters Score -8708033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189460 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -8708031.000000 Penalty: 1112.882812
	Iteration 86Q: 3 clusters Score -8708031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189462 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -8708036.000000 Penalty: 1112.882812
	Iteration 87Q: 3 clusters Score -8708036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189463 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -8708037.000000 Penalty: 1112.882812
	Iteration 88Q: 3 clusters Score -8708037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8708036.000000 Penalty: 1112.882812
	Iteration 89Q: 3 clusters Score -8708036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189467 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -8708027.000000 Penalty: 1112.882812
	Iteration 90Q: 3 clusters Score -8708027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189468 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8708031.000000 Penalty: 1112.882812
	Iteration 91Q: 3 clusters Score -8708031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189472 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8708023.000000 Penalty: 1112.882812
	Iteration 92Q: 3 clusters Score -8708023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -8708019.000000 Penalty: 1112.882812
	Iteration 93Q: 3 clusters Score -8708019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189474 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -8708027.000000 Penalty: 1112.882812
	Iteration 94Q: 3 clusters Score -8708027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189474 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -8708027.000000 Penalty: 1112.882812
	Iteration 95F: 3 clusters Score -8708027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 171426 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 205463 members 
Mstep: Class 6 contains 15263 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 189474 members 
Mstep: Class 18 contains 415495 members 
Entering Unmasked Estep 
Score: -46790680.000000 Penalty: 9503.934570
Splitting cluster 17 changes total score from -46785852.000000 to -46790680.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 18 (415495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415495 members 
Entering Unmasked Estep 
Score: -17742342.000000 Penalty: 588.643799
	Iteration 0F: 2 clusters Score -1.774234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207412 members 
Mstep: Class 2 contains 208083 members 
Entering Unmasked Estep 
Score: -17476138.000000 Penalty: 1177.287598
	Iteration 0F: 3 clusters Score -1.747614e+07 nChanged 205710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186062 members 
Mstep: Class 2 contains 229433 members 
Entering Unmasked Estep 
Score: -17611392.000000 Penalty: 1177.287598
	Iteration 1F: 3 clusters Score -1.761139e+07 nChanged 24112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172472 members 
Mstep: Class 2 contains 243023 members 
Entering Unmasked Estep 
Score: -17624790.000000 Penalty: 1177.287598
	Iteration 2F: 3 clusters Score -1.762479e+07 nChanged 28371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Mstep: Class 2 contains 260460 members 
Entering Unmasked Estep 
Score: -17645250.000000 Penalty: 1177.287598
	Iteration 3F: 3 clusters Score -1.764525e+07 nChanged 30931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 280055 members 
Entering Unmasked Estep 
Score: -17671792.000000 Penalty: 1177.287598
	Iteration 4F: 3 clusters Score -1.767179e+07 nChanged 29517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 298766 members 
Entering Unmasked Estep 
Score: -17696722.000000 Penalty: 1177.287598
	Iteration 5F: 3 clusters Score -1.769672e+07 nChanged 23697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 314643 members 
Entering Unmasked Estep 
Score: -17714330.000000 Penalty: 1177.287598
	Iteration 6F: 3 clusters Score -1.771433e+07 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 328984 members 
Entering Unmasked Estep 
Score: -17725982.000000 Penalty: 1177.287598
	Iteration 7Q: 3 clusters Score -1.772598e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 342335 members 
Entering Unmasked Estep 
Score: -17734006.000000 Penalty: 1177.287598
	Iteration 8Q: 3 clusters Score -1.773401e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 354930 members 
Entering Unmasked Estep 
Score: -17740490.000000 Penalty: 1177.287598
	Iteration 9Q: 3 clusters Score -1.774049e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 366137 members 
Entering Unmasked Estep 
Score: -17745440.000000 Penalty: 1177.287598
	Iteration 10Q: 3 clusters Score -1.774544e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 375502 members 
Entering Unmasked Estep 
Score: -17749266.000000 Penalty: 1177.287598
	Iteration 11Q: 3 clusters Score -1.774927e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 382879 members 
Entering Unmasked Estep 
Score: -17752402.000000 Penalty: 1177.287598
	Iteration 12Q: 3 clusters Score -1.77524e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 388402 members 
Entering Unmasked Estep 
Score: -17754372.000000 Penalty: 1177.287598
	Iteration 13Q: 3 clusters Score -1.775437e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 392410 members 
Entering Unmasked Estep 
Score: -17755618.000000 Penalty: 1177.287598
	Iteration 14Q: 3 clusters Score -1.775562e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 395326 members 
Entering Unmasked Estep 
Score: -17756696.000000 Penalty: 1177.287598
	Iteration 15Q: 3 clusters Score -1.77567e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 397401 members 
Entering Unmasked Estep 
Score: -17757262.000000 Penalty: 1177.287598
	Iteration 16Q: 3 clusters Score -1.775726e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 398888 members 
Entering Unmasked Estep 
Score: -17757820.000000 Penalty: 1177.287598
	Iteration 17Q: 3 clusters Score -1.775782e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 400012 members 
Entering Unmasked Estep 
Score: -17758182.000000 Penalty: 1177.287598
	Iteration 18Q: 3 clusters Score -1.775818e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 400878 members 
Entering Unmasked Estep 
Score: -17758364.000000 Penalty: 1177.287598
	Iteration 19Q: 3 clusters Score -1.775836e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 401538 members 
Entering Unmasked Estep 
Score: -17758492.000000 Penalty: 1177.287598
	Iteration 20F: 3 clusters Score -1.775849e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 402035 members 
Entering Unmasked Estep 
Score: -17758588.000000 Penalty: 1177.287598
	Iteration 21Q: 3 clusters Score -1.775859e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 402464 members 
Entering Unmasked Estep 
Score: -17758528.000000 Penalty: 1177.287598
	Iteration 22Q: 3 clusters Score -1.775853e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 402804 members 
Entering Unmasked Estep 
Score: -17758470.000000 Penalty: 1177.287598
	Iteration 23Q: 3 clusters Score -1.775847e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 403087 members 
Entering Unmasked Estep 
Score: -17758452.000000 Penalty: 1177.287598
	Iteration 24Q: 3 clusters Score -1.775845e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 403309 members 
Entering Unmasked Estep 
Score: -17758508.000000 Penalty: 1177.287598
	Iteration 25Q: 3 clusters Score -1.775851e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 403498 members 
Entering Unmasked Estep 
Score: -17758522.000000 Penalty: 1177.287598
	Iteration 26Q: 3 clusters Score -1.775852e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 403656 members 
Entering Unmasked Estep 
Score: -17758476.000000 Penalty: 1177.287598
	Iteration 27Q: 3 clusters Score -1.775848e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 403782 members 
Entering Unmasked Estep 
Score: -17758472.000000 Penalty: 1177.287598
	Iteration 28Q: 3 clusters Score -1.775847e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 403889 members 
Entering Unmasked Estep 
Score: -17758474.000000 Penalty: 1177.287598
	Iteration 29Q: 3 clusters Score -1.775847e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 403991 members 
Entering Unmasked Estep 
Score: -17758466.000000 Penalty: 1177.287598
	Iteration 30Q: 3 clusters Score -1.775847e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 404066 members 
Entering Unmasked Estep 
Score: -17758452.000000 Penalty: 1177.287598
	Iteration 31Q: 3 clusters Score -1.775845e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 404130 members 
Entering Unmasked Estep 
Score: -17758464.000000 Penalty: 1177.287598
	Iteration 32Q: 3 clusters Score -1.775846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 404191 members 
Entering Unmasked Estep 
Score: -17758490.000000 Penalty: 1177.287598
	Iteration 33Q: 3 clusters Score -1.775849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 404244 members 
Entering Unmasked Estep 
Score: -17758478.000000 Penalty: 1177.287598
	Iteration 34Q: 3 clusters Score -1.775848e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 404290 members 
Entering Unmasked Estep 
Score: -17758454.000000 Penalty: 1177.287598
	Iteration 35Q: 3 clusters Score -1.775845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 404339 members 
Entering Unmasked Estep 
Score: -17758446.000000 Penalty: 1177.287598
	Iteration 36Q: 3 clusters Score -1.775845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 404380 members 
Entering Unmasked Estep 
Score: -17758456.000000 Penalty: 1177.287598
	Iteration 37Q: 3 clusters Score -1.775846e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 404421 members 
Entering Unmasked Estep 
Score: -17758450.000000 Penalty: 1177.287598
	Iteration 38Q: 3 clusters Score -1.775845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 404449 members 
Entering Unmasked Estep 
Score: -17758438.000000 Penalty: 1177.287598
	Iteration 39Q: 3 clusters Score -1.775844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 404473 members 
Entering Unmasked Estep 
Score: -17758432.000000 Penalty: 1177.287598
	Iteration 40F: 3 clusters Score -1.775843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 404491 members 
Entering Unmasked Estep 
Score: -17758426.000000 Penalty: 1177.287598
	Iteration 41Q: 3 clusters Score -1.775843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 404512 members 
Entering Unmasked Estep 
Score: -17758426.000000 Penalty: 1177.287598
	Iteration 42Q: 3 clusters Score -1.775843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 404533 members 
Entering Unmasked Estep 
Score: -17758440.000000 Penalty: 1177.287598
	Iteration 43Q: 3 clusters Score -1.775844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 404553 members 
Entering Unmasked Estep 
Score: -17758432.000000 Penalty: 1177.287598
	Iteration 44Q: 3 clusters Score -1.775843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 404565 members 
Entering Unmasked Estep 
Score: -17758416.000000 Penalty: 1177.287598
	Iteration 45Q: 3 clusters Score -1.775842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 404575 members 
Entering Unmasked Estep 
Score: -17758426.000000 Penalty: 1177.287598
	Iteration 46Q: 3 clusters Score -1.775843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 404584 members 
Entering Unmasked Estep 
Score: -17758418.000000 Penalty: 1177.287598
	Iteration 47Q: 3 clusters Score -1.775842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 404588 members 
Entering Unmasked Estep 
Score: -17758414.000000 Penalty: 1177.287598
	Iteration 48Q: 3 clusters Score -1.775841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 404589 members 
Entering Unmasked Estep 
Score: -17758418.000000 Penalty: 1177.287598
	Iteration 49Q: 3 clusters Score -1.775842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 404590 members 
Entering Unmasked Estep 
Score: -17758416.000000 Penalty: 1177.287598
	Iteration 50Q: 3 clusters Score -1.775842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 404591 members 
Entering Unmasked Estep 
Score: -17758420.000000 Penalty: 1177.287598
	Iteration 51Q: 3 clusters Score -1.775842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 404591 members 
Entering Unmasked Estep 
Score: -17758420.000000 Penalty: 1177.287598
	Iteration 52F: 3 clusters Score -1.775842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 171426 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 205463 members 
Mstep: Class 6 contains 15263 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 9 contains 404591 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 189474 members 
Mstep: Class 18 contains 10904 members 
Entering Unmasked Estep 
Score: -46806264.000000 Penalty: 10137.530273
Splitting cluster 18 changes total score from -46785852.000000 to -46806264.000000
So it's getting split into cluster 9.
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 38120 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 189474 members 
Mstep: Class 18 contains 10904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46811308.000000 Penalty: 10137.530273
Iteration 39Q: 17 clusters Score -4.681131e+07 nChanged 20106
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 2345 members 
Mstep: Class 3 contains 172084 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 201853 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 25826 members 
Mstep: Class 9 contains 399574 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 39651 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 194168 members 
Mstep: Class 18 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46816488.000000 Penalty: 10137.530273
Iteration 40F: 17 clusters Score -4.681649e+07 nChanged 17850
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 174063 members 
Mstep: Class 4 contains 834 members 
Mstep: Class 5 contains 199509 members 
Mstep: Class 6 contains 15545 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 26010 members 
Mstep: Class 9 contains 394551 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 41158 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 196049 members 
Mstep: Class 18 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46819992.000000 Penalty: 10137.530273
Iteration 41Q: 17 clusters Score -4.681999e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 176325 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 197550 members 
Mstep: Class 6 contains 15946 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 26130 members 
Mstep: Class 9 contains 389263 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10751 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 42703 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 197433 members 
Mstep: Class 18 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46822300.000000 Penalty: 10137.530273
Iteration 42Q: 17 clusters Score -4.68223e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 178559 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 195688 members 
Mstep: Class 6 contains 16447 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 26201 members 
Mstep: Class 9 contains 384163 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 10709 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 198515 members 
Mstep: Class 18 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46824392.000000 Penalty: 10137.530273
Iteration 43Q: 17 clusters Score -4.682439e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 180557 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 193673 members 
Mstep: Class 6 contains 17001 members 
Mstep: Class 7 contains 5520 members 
Mstep: Class 8 contains 26242 members 
Mstep: Class 9 contains 379490 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 10651 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 46354 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 199443 members 
Mstep: Class 18 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46826552.000000 Penalty: 10137.530273
Iteration 44Q: 17 clusters Score -4.682655e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 182277 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 191500 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 26310 members 
Mstep: Class 9 contains 375250 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 48386 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 200401 members 
Mstep: Class 18 contains 13113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46828088.000000 Penalty: 10137.530273
Iteration 45Q: 17 clusters Score -4.682809e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 2530 members 
Mstep: Class 3 contains 183836 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 188898 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 26391 members 
Mstep: Class 9 contains 371603 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 50569 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 201360 members 
Mstep: Class 18 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46829692.000000 Penalty: 10137.530273
Iteration 46Q: 17 clusters Score -4.682969e+07 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 184945 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 186146 members 
Mstep: Class 6 contains 18786 members 
Mstep: Class 7 contains 6022 members 
Mstep: Class 8 contains 26467 members 
Mstep: Class 9 contains 368501 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 52788 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 202325 members 
Mstep: Class 18 contains 13998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46830960.000000 Penalty: 10137.530273
Iteration 47Q: 17 clusters Score -4.683096e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 185754 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 183256 members 
Mstep: Class 6 contains 19399 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 26525 members 
Mstep: Class 9 contains 365844 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 10208 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 55003 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 203358 members 
Mstep: Class 18 contains 14477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46832084.000000 Penalty: 10137.530273
Iteration 48Q: 17 clusters Score -4.683208e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 186081 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 180209 members 
Mstep: Class 6 contains 20059 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 363915 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 57193 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 204490 members 
Mstep: Class 18 contains 14913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46833636.000000 Penalty: 10137.530273
Iteration 49Q: 17 clusters Score -4.683364e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 186191 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 176914 members 
Mstep: Class 6 contains 20704 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 26661 members 
Mstep: Class 9 contains 362374 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 9802 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 59377 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 205664 members 
Mstep: Class 18 contains 15323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46834700.000000 Penalty: 10137.530273
Iteration 50Q: 17 clusters Score -4.68347e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 185829 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 173795 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 7 contains 6513 members 
Mstep: Class 8 contains 26723 members 
Mstep: Class 9 contains 361149 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 61445 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 206887 members 
Mstep: Class 18 contains 15707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46835792.000000 Penalty: 10137.530273
Iteration 51Q: 17 clusters Score -4.683579e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 185261 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 170741 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 6626 members 
Mstep: Class 8 contains 26798 members 
Mstep: Class 9 contains 360219 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 9454 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 63339 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 208176 members 
Mstep: Class 18 contains 16071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46837120.000000 Penalty: 10137.530273
Iteration 52Q: 17 clusters Score -4.683712e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 184582 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 167689 members 
Mstep: Class 6 contains 22853 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 26836 members 
Mstep: Class 9 contains 359685 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 15 contains 65138 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 209439 members 
Mstep: Class 18 contains 16378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46838084.000000 Penalty: 10137.530273
Iteration 53Q: 17 clusters Score -4.683808e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 183871 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 164707 members 
Mstep: Class 6 contains 23541 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 26854 members 
Mstep: Class 9 contains 359224 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 66876 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 210854 members 
Mstep: Class 18 contains 16676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46838576.000000 Penalty: 10137.530273
Iteration 54Q: 17 clusters Score -4.683858e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 183059 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 161779 members 
Mstep: Class 6 contains 24258 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 26862 members 
Mstep: Class 9 contains 358984 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 9053 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 68471 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 212300 members 
Mstep: Class 18 contains 16963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46839512.000000 Penalty: 10137.530273
Iteration 55Q: 17 clusters Score -4.683951e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 182115 members 
Mstep: Class 4 contains 821 members 
Mstep: Class 5 contains 158894 members 
Mstep: Class 6 contains 24962 members 
Mstep: Class 7 contains 6312 members 
Mstep: Class 8 contains 26843 members 
Mstep: Class 9 contains 358981 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 69945 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 213818 members 
Mstep: Class 18 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46840132.000000 Penalty: 10137.530273
Iteration 56Q: 17 clusters Score -4.684013e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 181080 members 
Mstep: Class 4 contains 830 members 
Mstep: Class 5 contains 156005 members 
Mstep: Class 6 contains 25669 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 359085 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 71332 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 215384 members 
Mstep: Class 18 contains 17476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46840832.000000 Penalty: 10137.530273
Iteration 57Q: 17 clusters Score -4.684083e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 179916 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 153273 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 359309 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 8799 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 72618 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 216955 members 
Mstep: Class 18 contains 17724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46841608.000000 Penalty: 10137.530273
Iteration 58Q: 17 clusters Score -4.684161e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 178541 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 150703 members 
Mstep: Class 6 contains 27065 members 
Mstep: Class 7 contains 5782 members 
Mstep: Class 8 contains 26803 members 
Mstep: Class 9 contains 359630 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 8776 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 73756 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 218557 members 
Mstep: Class 18 contains 17951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46842644.000000 Penalty: 10137.530273
Iteration 59Q: 17 clusters Score -4.684264e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 177119 members 
Mstep: Class 4 contains 841 members 
Mstep: Class 5 contains 148525 members 
Mstep: Class 6 contains 27758 members 
Mstep: Class 7 contains 5612 members 
Mstep: Class 8 contains 26800 members 
Mstep: Class 9 contains 359923 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 3880 members 
Mstep: Class 15 contains 74732 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 220063 members 
Mstep: Class 18 contains 18139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46844696.000000 Penalty: 10137.530273
Iteration 60F: 17 clusters Score -4.68447e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 175364 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 145674 members 
Mstep: Class 6 contains 28431 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 26771 members 
Mstep: Class 9 contains 360006 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 8669 members 
Mstep: Class 14 contains 4155 members 
Mstep: Class 15 contains 76549 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 221533 members 
Mstep: Class 18 contains 18354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46845960.000000 Penalty: 10137.530273
Iteration 61Q: 17 clusters Score -4.684596e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 173571 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 143232 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 26734 members 
Mstep: Class 9 contains 360043 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 77993 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 223171 members 
Mstep: Class 18 contains 18577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46846780.000000 Penalty: 10137.530273
Iteration 62Q: 17 clusters Score -4.684678e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 171794 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 141004 members 
Mstep: Class 6 contains 29691 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 8 contains 26693 members 
Mstep: Class 9 contains 360120 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 79175 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 224827 members 
Mstep: Class 18 contains 18799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46847916.000000 Penalty: 10137.530273
Iteration 63Q: 17 clusters Score -4.684792e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 170173 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 139009 members 
Mstep: Class 6 contains 30302 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 360184 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 80121 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 226416 members 
Mstep: Class 18 contains 18982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46848792.000000 Penalty: 10137.530273
Iteration 64Q: 17 clusters Score -4.684879e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 168600 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 136945 members 
Mstep: Class 6 contains 30910 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 26682 members 
Mstep: Class 9 contains 360389 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 80979 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 228053 members 
Mstep: Class 18 contains 19140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46849488.000000 Penalty: 10137.530273
Iteration 65Q: 17 clusters Score -4.684949e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 167119 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 134911 members 
Mstep: Class 6 contains 31572 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 26651 members 
Mstep: Class 9 contains 360570 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 8188 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 81757 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 229647 members 
Mstep: Class 18 contains 19272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46850460.000000 Penalty: 10137.530273
Iteration 66Q: 17 clusters Score -4.685046e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 165770 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 132910 members 
Mstep: Class 6 contains 32219 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 26628 members 
Mstep: Class 9 contains 360805 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 8062 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 82348 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 231253 members 
Mstep: Class 18 contains 19400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46851396.000000 Penalty: 10137.530273
Iteration 67Q: 17 clusters Score -4.68514e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 164476 members 
Mstep: Class 4 contains 722 members 
Mstep: Class 5 contains 130942 members 
Mstep: Class 6 contains 32884 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 26615 members 
Mstep: Class 9 contains 360991 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 7969 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 529 members 
Mstep: Class 17 contains 232864 members 
Mstep: Class 18 contains 19507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46851924.000000 Penalty: 10137.530273
Iteration 68Q: 17 clusters Score -4.685192e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 163290 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 129025 members 
Mstep: Class 6 contains 33556 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 26576 members 
Mstep: Class 9 contains 361156 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 7922 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 83351 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 234466 members 
Mstep: Class 18 contains 19585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46852364.000000 Penalty: 10137.530273
Iteration 69Q: 17 clusters Score -4.685236e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 162203 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 127118 members 
Mstep: Class 6 contains 34162 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 26526 members 
Mstep: Class 9 contains 361311 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 7882 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 83727 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 236116 members 
Mstep: Class 18 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46852916.000000 Penalty: 10137.530273
Iteration 70Q: 17 clusters Score -4.685292e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 161139 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 125265 members 
Mstep: Class 6 contains 34757 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 26471 members 
Mstep: Class 9 contains 361479 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 7861 members 
Mstep: Class 14 contains 6371 members 
Mstep: Class 15 contains 84050 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 237721 members 
Mstep: Class 18 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46853588.000000 Penalty: 10137.530273
Iteration 71Q: 17 clusters Score -4.685359e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 160244 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 123412 members 
Mstep: Class 6 contains 35330 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 26399 members 
Mstep: Class 9 contains 361594 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 84319 members 
Mstep: Class 16 contains 512 members 
Mstep: Class 17 contains 239319 members 
Mstep: Class 18 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46854248.000000 Penalty: 10137.530273
Iteration 72Q: 17 clusters Score -4.685425e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 159476 members 
Mstep: Class 4 contains 712 members 
Mstep: Class 5 contains 121586 members 
Mstep: Class 6 contains 35905 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 26317 members 
Mstep: Class 9 contains 361635 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 7886 members 
Mstep: Class 14 contains 6730 members 
Mstep: Class 15 contains 84591 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 240886 members 
Mstep: Class 18 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46854776.000000 Penalty: 10137.530273
Iteration 73Q: 17 clusters Score -4.685478e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 158908 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 5 contains 119638 members 
Mstep: Class 6 contains 36497 members 
Mstep: Class 7 contains 6330 members 
Mstep: Class 8 contains 26239 members 
Mstep: Class 9 contains 361612 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 7947 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 84756 members 
Mstep: Class 16 contains 510 members 
Mstep: Class 17 contains 242461 members 
Mstep: Class 18 contains 19821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46855200.000000 Penalty: 10137.530273
Iteration 74Q: 17 clusters Score -4.68552e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 158487 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 117741 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 26181 members 
Mstep: Class 9 contains 361444 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 13 contains 8022 members 
Mstep: Class 14 contains 7082 members 
Mstep: Class 15 contains 84842 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 244039 members 
Mstep: Class 18 contains 19865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46855768.000000 Penalty: 10137.530273
Iteration 75Q: 17 clusters Score -4.685577e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 158233 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 115860 members 
Mstep: Class 6 contains 37616 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 26117 members 
Mstep: Class 9 contains 361181 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 84839 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 245668 members 
Mstep: Class 18 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46856108.000000 Penalty: 10137.530273
Iteration 76Q: 17 clusters Score -4.685611e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 158151 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 114016 members 
Mstep: Class 6 contains 38174 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 26041 members 
Mstep: Class 9 contains 360797 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 8222 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 84791 members 
Mstep: Class 16 contains 506 members 
Mstep: Class 17 contains 247345 members 
Mstep: Class 18 contains 19930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46856348.000000 Penalty: 10137.530273
Iteration 77Q: 17 clusters Score -4.685635e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 158197 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 112131 members 
Mstep: Class 6 contains 38722 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 25978 members 
Mstep: Class 9 contains 360324 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 7394 members 
Mstep: Class 15 contains 84689 members 
Mstep: Class 16 contains 508 members 
Mstep: Class 17 contains 249098 members 
Mstep: Class 18 contains 19956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46856916.000000 Penalty: 10137.530273
Iteration 78Q: 17 clusters Score -4.685692e+07 nChanged 6724
Entering ConstructFrom: 
Score: -46856916.000000 Penalty: 10137.530273
Entering ConstructFrom: 
Trying to split cluster 1 (39177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Entering Unmasked Estep 
Score: -1588744.750000 Penalty: 481.200928
	Iteration 0F: 2 clusters Score -1588745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1562458.375000 Penalty: 962.401855
	Iteration 0F: 3 clusters Score -1562458 nChanged 18802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -1574335.000000 Penalty: 962.401855
	Iteration 1F: 3 clusters Score -1574335 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -1575915.500000 Penalty: 962.401855
	Iteration 2F: 3 clusters Score -1575916 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -1578094.125000 Penalty: 962.401855
	Iteration 3F: 3 clusters Score -1578094 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -1580449.875000 Penalty: 962.401855
	Iteration 4F: 3 clusters Score -1580450 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -1582529.000000 Penalty: 962.401855
	Iteration 5F: 3 clusters Score -1582529 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -1584112.750000 Penalty: 962.401855
	Iteration 6Q: 3 clusters Score -1584113 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -1585135.750000 Penalty: 962.401855
	Iteration 7Q: 3 clusters Score -1585136 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -1585795.625000 Penalty: 962.401855
	Iteration 8Q: 3 clusters Score -1585796 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -1586333.500000 Penalty: 962.401855
	Iteration 9Q: 3 clusters Score -1586334 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -1586781.750000 Penalty: 962.401855
	Iteration 10Q: 3 clusters Score -1586782 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -1587143.125000 Penalty: 962.401855
	Iteration 11Q: 3 clusters Score -1587143 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -1587413.875000 Penalty: 962.401855
	Iteration 12Q: 3 clusters Score -1587414 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -1587651.750000 Penalty: 962.401855
	Iteration 13Q: 3 clusters Score -1587652 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -1587838.750000 Penalty: 962.401855
	Iteration 14Q: 3 clusters Score -1587839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -1587988.125000 Penalty: 962.401855
	Iteration 15Q: 3 clusters Score -1587988 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -1588124.750000 Penalty: 962.401855
	Iteration 16Q: 3 clusters Score -1588125 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -1588215.500000 Penalty: 962.401855
	Iteration 17Q: 3 clusters Score -1588216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -1588273.875000 Penalty: 962.401855
	Iteration 18Q: 3 clusters Score -1588274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -1588322.125000 Penalty: 962.401855
	Iteration 19Q: 3 clusters Score -1588322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -1588360.875000 Penalty: 962.401855
	Iteration 20F: 3 clusters Score -1588361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -1588388.375000 Penalty: 962.401855
	Iteration 21Q: 3 clusters Score -1588388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -1588404.625000 Penalty: 962.401855
	Iteration 22Q: 3 clusters Score -1588405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -1588420.500000 Penalty: 962.401855
	Iteration 23Q: 3 clusters Score -1588420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -1588425.625000 Penalty: 962.401855
	Iteration 24Q: 3 clusters Score -1588426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -1588431.500000 Penalty: 962.401855
	Iteration 25Q: 3 clusters Score -1588432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -1588436.625000 Penalty: 962.401855
	Iteration 26Q: 3 clusters Score -1588437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -1588441.375000 Penalty: 962.401855
	Iteration 27Q: 3 clusters Score -1588441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -1588445.250000 Penalty: 962.401855
	Iteration 28Q: 3 clusters Score -1588445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -1588446.250000 Penalty: 962.401855
	Iteration 29Q: 3 clusters Score -1588446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -1588450.000000 Penalty: 962.401855
	Iteration 30Q: 3 clusters Score -1588450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -1588450.250000 Penalty: 962.401855
	Iteration 31Q: 3 clusters Score -1588450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -1588452.750000 Penalty: 962.401855
	Iteration 32Q: 3 clusters Score -1588453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -1588453.250000 Penalty: 962.401855
	Iteration 33Q: 3 clusters Score -1588453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -1588452.000000 Penalty: 962.401855
	Iteration 34Q: 3 clusters Score -1588452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -1588453.375000 Penalty: 962.401855
	Iteration 35Q: 3 clusters Score -1588453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -1588451.875000 Penalty: 962.401855
	Iteration 36Q: 3 clusters Score -1588452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -1588452.250000 Penalty: 962.401855
	Iteration 37Q: 3 clusters Score -1588452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -1588451.250000 Penalty: 962.401855
	Iteration 38Q: 3 clusters Score -1588451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -1588450.625000 Penalty: 962.401855
	Iteration 39Q: 3 clusters Score -1588451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -1588452.375000 Penalty: 962.401855
	Iteration 40F: 3 clusters Score -1588452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -1588454.000000 Penalty: 962.401855
	Iteration 41Q: 3 clusters Score -1588454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -1588454.125000 Penalty: 962.401855
	Iteration 42Q: 3 clusters Score -1588454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -1588453.000000 Penalty: 962.401855
	Iteration 43Q: 3 clusters Score -1588453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -1588453.000000 Penalty: 962.401855
	Iteration 44F: 3 clusters Score -1588453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -122728.335938 Penalty: 364.516663
	Iteration 0F: 2 clusters Score -122728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -120624.328125 Penalty: 729.033325
	Iteration 0F: 3 clusters Score -120624.3 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -121358.593750 Penalty: 729.033325
	Iteration 1F: 3 clusters Score -121358.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -121440.453125 Penalty: 729.033325
	Iteration 2F: 3 clusters Score -121440.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -121512.132812 Penalty: 729.033325
	Iteration 3Q: 3 clusters Score -121512.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -121582.382812 Penalty: 729.033325
	Iteration 4Q: 3 clusters Score -121582.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -121678.562500 Penalty: 729.033325
	Iteration 5Q: 3 clusters Score -121678.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -121809.320312 Penalty: 729.033325
	Iteration 6Q: 3 clusters Score -121809.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -121947.429688 Penalty: 729.033325
	Iteration 7F: 3 clusters Score -121947.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -122092.445312 Penalty: 729.033325
	Iteration 8F: 3 clusters Score -122092.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -122237.726562 Penalty: 729.033325
	Iteration 9F: 3 clusters Score -122237.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -122354.757812 Penalty: 729.033325
	Iteration 10F: 3 clusters Score -122354.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -122428.914062 Penalty: 729.033325
	Iteration 11Q: 3 clusters Score -122428.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -122478.117188 Penalty: 729.033325
	Iteration 12Q: 3 clusters Score -122478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -122515.859375 Penalty: 729.033325
	Iteration 13Q: 3 clusters Score -122515.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -122545.679688 Penalty: 729.033325
	Iteration 14Q: 3 clusters Score -122545.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -122563.867188 Penalty: 729.033325
	Iteration 15Q: 3 clusters Score -122563.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -122576.085938 Penalty: 729.033325
	Iteration 16Q: 3 clusters Score -122576.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -122586.828125 Penalty: 729.033325
	Iteration 17Q: 3 clusters Score -122586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -122591.460938 Penalty: 729.033325
	Iteration 18Q: 3 clusters Score -122591.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -122594.320312 Penalty: 729.033325
	Iteration 19Q: 3 clusters Score -122594.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -122597.218750 Penalty: 729.033325
	Iteration 20F: 3 clusters Score -122597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -122598.609375 Penalty: 729.033325
	Iteration 21Q: 3 clusters Score -122598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -122599.398438 Penalty: 729.033325
	Iteration 22Q: 3 clusters Score -122599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -122600.289062 Penalty: 729.033325
	Iteration 23Q: 3 clusters Score -122600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -122601.476562 Penalty: 729.033325
	Iteration 24Q: 3 clusters Score -122601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -122602.609375 Penalty: 729.033325
	Iteration 25Q: 3 clusters Score -122602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -122603.125000 Penalty: 729.033325
	Iteration 26Q: 3 clusters Score -122603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -122603.609375 Penalty: 729.033325
	Iteration 27Q: 3 clusters Score -122603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -122604.031250 Penalty: 729.033325
	Iteration 28Q: 3 clusters Score -122604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -122604.492188 Penalty: 729.033325
	Iteration 29Q: 3 clusters Score -122604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -122605.406250 Penalty: 729.033325
	Iteration 30Q: 3 clusters Score -122605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -122605.484375 Penalty: 729.033325
	Iteration 31Q: 3 clusters Score -122605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -122605.734375 Penalty: 729.033325
	Iteration 32Q: 3 clusters Score -122605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -122606.015625 Penalty: 729.033325
	Iteration 33Q: 3 clusters Score -122606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -122606.242188 Penalty: 729.033325
	Iteration 34Q: 3 clusters Score -122606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -122606.304688 Penalty: 729.033325
	Iteration 35Q: 3 clusters Score -122606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -122606.359375 Penalty: 729.033325
	Iteration 36Q: 3 clusters Score -122606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -122606.359375 Penalty: 729.033325
	Iteration 37F: 3 clusters Score -122606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Entering Unmasked Estep 
Score: -7211147.000000 Penalty: 544.740723
	Iteration 0F: 2 clusters Score -7211147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -7104399.500000 Penalty: 1089.481445
	Iteration 0F: 3 clusters Score -7104400 nChanged 77400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -7154623.500000 Penalty: 1089.481445
	Iteration 1F: 3 clusters Score -7154624 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -7161041.500000 Penalty: 1089.481445
	Iteration 2F: 3 clusters Score -7161042 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7171774.000000 Penalty: 1089.481445
	Iteration 3F: 3 clusters Score -7171774 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -7185893.000000 Penalty: 1089.481445
	Iteration 4F: 3 clusters Score -7185893 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -7198317.000000 Penalty: 1089.481445
	Iteration 5F: 3 clusters Score -7198317 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -7205422.500000 Penalty: 1089.481445
	Iteration 6Q: 3 clusters Score -7205422 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7208564.500000 Penalty: 1089.481445
	Iteration 7Q: 3 clusters Score -7208564 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7209798.500000 Penalty: 1089.481445
	Iteration 8Q: 3 clusters Score -7209798 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7210333.000000 Penalty: 1089.481445
	Iteration 9Q: 3 clusters Score -7210333 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7210503.500000 Penalty: 1089.481445
	Iteration 10Q: 3 clusters Score -7210504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7210585.000000 Penalty: 1089.481445
	Iteration 11Q: 3 clusters Score -7210585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7210626.500000 Penalty: 1089.481445
	Iteration 12Q: 3 clusters Score -7210626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7210648.000000 Penalty: 1089.481445
	Iteration 13Q: 3 clusters Score -7210648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7210666.000000 Penalty: 1089.481445
	Iteration 14Q: 3 clusters Score -7210666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7210682.500000 Penalty: 1089.481445
	Iteration 15Q: 3 clusters Score -7210682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7210698.500000 Penalty: 1089.481445
	Iteration 16Q: 3 clusters Score -7210698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7210704.500000 Penalty: 1089.481445
	Iteration 17Q: 3 clusters Score -7210704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7210718.500000 Penalty: 1089.481445
	Iteration 18Q: 3 clusters Score -7210718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7210718.500000 Penalty: 1089.481445
	Iteration 19Q: 3 clusters Score -7210718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7210719.500000 Penalty: 1089.481445
	Iteration 20F: 3 clusters Score -7210720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7210719.500000 Penalty: 1089.481445
	Iteration 21Q: 3 clusters Score -7210720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7210719.000000 Penalty: 1089.481445
	Iteration 22Q: 3 clusters Score -7210719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7210723.500000 Penalty: 1089.481445
	Iteration 23Q: 3 clusters Score -7210724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7210722.500000 Penalty: 1089.481445
	Iteration 24Q: 3 clusters Score -7210722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7210723.000000 Penalty: 1089.481445
	Iteration 25Q: 3 clusters Score -7210723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7210723.000000 Penalty: 1089.481445
	Iteration 26F: 3 clusters Score -7210723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -22011.298828 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -22011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21441.722656 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -21441.72 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21760.320312 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -21760.32 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21836.000000 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -21836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21902.126953 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -21902.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21951.519531 Penalty: 596.796021
	Iteration 4F: 3 clusters Score -21951.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -21983.156250 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -21983.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22006.216797 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -22006.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22036.769531 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -22036.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22065.013672 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -22065.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22105.382812 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -22105.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22125.947266 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -22125.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22138.316406 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -22138.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22158.001953 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -22158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22226.003906 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -22226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22329.687500 Penalty: 596.796021
	Iteration 14F: 3 clusters Score -22329.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22462.878906 Penalty: 596.796021
	Iteration 15F: 3 clusters Score -22462.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22582.947266 Penalty: 596.796021
	Iteration 16F: 3 clusters Score -22582.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22652.558594 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -22652.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22693.564453 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -22693.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22707.388672 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -22707.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22713.183594 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -22713.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22713.623047 Penalty: 596.796021
	Iteration 21Q: 3 clusters Score -22713.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22713.623047 Penalty: 596.796021
	Iteration 22F: 3 clusters Score -22713.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 39290 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 359810 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 7476 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 19973 members 
Entering Unmasked Estep 
Score: -46857708.000000 Penalty: 10771.125977
Splitting cluster 4 changes total score from -46856916.000000 to -46857708.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (110212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110212 members 
Entering Unmasked Estep 
Score: -4966266.000000 Penalty: 528.262329
	Iteration 0F: 2 clusters Score -4966266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -4891660.500000 Penalty: 1056.524658
	Iteration 0F: 3 clusters Score -4891660 nChanged 53791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -4924153.000000 Penalty: 1056.524658
	Iteration 1F: 3 clusters Score -4924153 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -4925315.000000 Penalty: 1056.524658
	Iteration 2Q: 3 clusters Score -4925315 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -4927209.000000 Penalty: 1056.524658
	Iteration 3Q: 3 clusters Score -4927209 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -4930197.500000 Penalty: 1056.524658
	Iteration 4Q: 3 clusters Score -4930198 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -4935111.000000 Penalty: 1056.524658
	Iteration 5F: 3 clusters Score -4935111 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -4941671.000000 Penalty: 1056.524658
	Iteration 6F: 3 clusters Score -4941671 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -4947632.000000 Penalty: 1056.524658
	Iteration 7F: 3 clusters Score -4947632 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -4950779.000000 Penalty: 1056.524658
	Iteration 8F: 3 clusters Score -4950779 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -4952103.000000 Penalty: 1056.524658
	Iteration 9Q: 3 clusters Score -4952103 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -4953011.000000 Penalty: 1056.524658
	Iteration 10Q: 3 clusters Score -4953011 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -4953933.500000 Penalty: 1056.524658
	Iteration 11Q: 3 clusters Score -4953934 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -4954982.000000 Penalty: 1056.524658
	Iteration 12Q: 3 clusters Score -4954982 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -4956092.000000 Penalty: 1056.524658
	Iteration 13Q: 3 clusters Score -4956092 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -4957346.000000 Penalty: 1056.524658
	Iteration 14Q: 3 clusters Score -4957346 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -4958595.500000 Penalty: 1056.524658
	Iteration 15Q: 3 clusters Score -4958596 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -4959757.500000 Penalty: 1056.524658
	Iteration 16Q: 3 clusters Score -4959758 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -4960640.500000 Penalty: 1056.524658
	Iteration 17Q: 3 clusters Score -4960640 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -4961234.000000 Penalty: 1056.524658
	Iteration 18Q: 3 clusters Score -4961234 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -4961708.000000 Penalty: 1056.524658
	Iteration 19Q: 3 clusters Score -4961708 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -4962134.500000 Penalty: 1056.524658
	Iteration 20F: 3 clusters Score -4962134 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -4962390.500000 Penalty: 1056.524658
	Iteration 21Q: 3 clusters Score -4962390 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -4962617.000000 Penalty: 1056.524658
	Iteration 22Q: 3 clusters Score -4962617 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -4962765.500000 Penalty: 1056.524658
	Iteration 23Q: 3 clusters Score -4962766 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -4962902.000000 Penalty: 1056.524658
	Iteration 24Q: 3 clusters Score -4962902 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -4963008.500000 Penalty: 1056.524658
	Iteration 25Q: 3 clusters Score -4963008 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -4963097.000000 Penalty: 1056.524658
	Iteration 26Q: 3 clusters Score -4963097 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -4963177.500000 Penalty: 1056.524658
	Iteration 27Q: 3 clusters Score -4963178 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -4963209.000000 Penalty: 1056.524658
	Iteration 28Q: 3 clusters Score -4963209 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -4963322.500000 Penalty: 1056.524658
	Iteration 29Q: 3 clusters Score -4963322 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -4963365.500000 Penalty: 1056.524658
	Iteration 30Q: 3 clusters Score -4963366 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -4963408.000000 Penalty: 1056.524658
	Iteration 31Q: 3 clusters Score -4963408 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -4963473.000000 Penalty: 1056.524658
	Iteration 32Q: 3 clusters Score -4963473 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -4963538.000000 Penalty: 1056.524658
	Iteration 33Q: 3 clusters Score -4963538 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -4963571.000000 Penalty: 1056.524658
	Iteration 34Q: 3 clusters Score -4963571 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -4963627.000000 Penalty: 1056.524658
	Iteration 35Q: 3 clusters Score -4963627 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -4963700.500000 Penalty: 1056.524658
	Iteration 36Q: 3 clusters Score -4963700 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -4963732.500000 Penalty: 1056.524658
	Iteration 37Q: 3 clusters Score -4963732 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -4963812.000000 Penalty: 1056.524658
	Iteration 38Q: 3 clusters Score -4963812 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -4963860.000000 Penalty: 1056.524658
	Iteration 39Q: 3 clusters Score -4963860 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -4963902.500000 Penalty: 1056.524658
	Iteration 40F: 3 clusters Score -4963902 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -4963973.000000 Penalty: 1056.524658
	Iteration 41Q: 3 clusters Score -4963973 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -4964066.500000 Penalty: 1056.524658
	Iteration 42Q: 3 clusters Score -4964066 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -4964178.500000 Penalty: 1056.524658
	Iteration 43Q: 3 clusters Score -4964178 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -4964284.000000 Penalty: 1056.524658
	Iteration 44Q: 3 clusters Score -4964284 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -4964355.000000 Penalty: 1056.524658
	Iteration 45Q: 3 clusters Score -4964355 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -4964448.000000 Penalty: 1056.524658
	Iteration 46Q: 3 clusters Score -4964448 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -4964552.500000 Penalty: 1056.524658
	Iteration 47Q: 3 clusters Score -4964552 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -4964613.000000 Penalty: 1056.524658
	Iteration 48Q: 3 clusters Score -4964613 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -4964707.500000 Penalty: 1056.524658
	Iteration 49Q: 3 clusters Score -4964708 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 94247 members 
Entering Unmasked Estep 
Score: -4964779.000000 Penalty: 1056.524658
	Iteration 50Q: 3 clusters Score -4964779 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -4964899.500000 Penalty: 1056.524658
	Iteration 51Q: 3 clusters Score -4964900 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -4964960.500000 Penalty: 1056.524658
	Iteration 52Q: 3 clusters Score -4964960 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -4965031.000000 Penalty: 1056.524658
	Iteration 53Q: 3 clusters Score -4965031 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -4965119.500000 Penalty: 1056.524658
	Iteration 54Q: 3 clusters Score -4965120 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -4965195.000000 Penalty: 1056.524658
	Iteration 55Q: 3 clusters Score -4965195 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -4965278.000000 Penalty: 1056.524658
	Iteration 56Q: 3 clusters Score -4965278 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -4965342.500000 Penalty: 1056.524658
	Iteration 57Q: 3 clusters Score -4965342 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -4965411.000000 Penalty: 1056.524658
	Iteration 58Q: 3 clusters Score -4965411 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -4965444.500000 Penalty: 1056.524658
	Iteration 59Q: 3 clusters Score -4965444 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -4965484.500000 Penalty: 1056.524658
	Iteration 60F: 3 clusters Score -4965484 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -4965592.000000 Penalty: 1056.524658
	Iteration 61Q: 3 clusters Score -4965592 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -4965636.000000 Penalty: 1056.524658
	Iteration 62Q: 3 clusters Score -4965636 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -4965677.000000 Penalty: 1056.524658
	Iteration 63Q: 3 clusters Score -4965677 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -4965746.500000 Penalty: 1056.524658
	Iteration 64Q: 3 clusters Score -4965746 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -4965786.500000 Penalty: 1056.524658
	Iteration 65Q: 3 clusters Score -4965786 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -4965825.500000 Penalty: 1056.524658
	Iteration 66Q: 3 clusters Score -4965826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -4965858.000000 Penalty: 1056.524658
	Iteration 67Q: 3 clusters Score -4965858 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -4965888.500000 Penalty: 1056.524658
	Iteration 68Q: 3 clusters Score -4965888 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -4965909.000000 Penalty: 1056.524658
	Iteration 69Q: 3 clusters Score -4965909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -4965908.000000 Penalty: 1056.524658
	Iteration 70Q: 3 clusters Score -4965908 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -4965916.000000 Penalty: 1056.524658
	Iteration 71Q: 3 clusters Score -4965916 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -4965918.500000 Penalty: 1056.524658
	Iteration 72Q: 3 clusters Score -4965918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -4965913.500000 Penalty: 1056.524658
	Iteration 73Q: 3 clusters Score -4965914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -4965919.500000 Penalty: 1056.524658
	Iteration 74Q: 3 clusters Score -4965920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -4965930.000000 Penalty: 1056.524658
	Iteration 75Q: 3 clusters Score -4965930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -4965924.000000 Penalty: 1056.524658
	Iteration 76Q: 3 clusters Score -4965924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -4965948.000000 Penalty: 1056.524658
	Iteration 77Q: 3 clusters Score -4965948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -4965936.500000 Penalty: 1056.524658
	Iteration 78Q: 3 clusters Score -4965936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -4965939.000000 Penalty: 1056.524658
	Iteration 79Q: 3 clusters Score -4965939 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -4965929.500000 Penalty: 1056.524658
	Iteration 80F: 3 clusters Score -4965930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -4965929.500000 Penalty: 1056.524658
	Iteration 81Q: 3 clusters Score -4965930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -4965926.000000 Penalty: 1056.524658
	Iteration 82Q: 3 clusters Score -4965926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -4965928.500000 Penalty: 1056.524658
	Iteration 83Q: 3 clusters Score -4965928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -4965940.500000 Penalty: 1056.524658
	Iteration 84Q: 3 clusters Score -4965940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -4965935.500000 Penalty: 1056.524658
	Iteration 85Q: 3 clusters Score -4965936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -4965931.000000 Penalty: 1056.524658
	Iteration 86Q: 3 clusters Score -4965931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -4965927.500000 Penalty: 1056.524658
	Iteration 87Q: 3 clusters Score -4965928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -4965920.000000 Penalty: 1056.524658
	Iteration 88Q: 3 clusters Score -4965920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -4965919.000000 Penalty: 1056.524658
	Iteration 89Q: 3 clusters Score -4965919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -4965920.500000 Penalty: 1056.524658
	Iteration 90Q: 3 clusters Score -4965920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -4965920.500000 Penalty: 1056.524658
	Iteration 91Q: 3 clusters Score -4965920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -4965914.500000 Penalty: 1056.524658
	Iteration 92Q: 3 clusters Score -4965914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 106732 members 
Entering Unmasked Estep 
Score: -4965910.500000 Penalty: 1056.524658
	Iteration 93Q: 3 clusters Score -4965910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -4965915.000000 Penalty: 1056.524658
	Iteration 94Q: 3 clusters Score -4965915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -4965926.000000 Penalty: 1056.524658
	Iteration 95Q: 3 clusters Score -4965926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -4965923.500000 Penalty: 1056.524658
	Iteration 96Q: 3 clusters Score -4965924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -4965929.500000 Penalty: 1056.524658
	Iteration 97Q: 3 clusters Score -4965930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -4965939.000000 Penalty: 1056.524658
	Iteration 98Q: 3 clusters Score -4965939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -4965933.000000 Penalty: 1056.524658
	Iteration 99Q: 3 clusters Score -4965933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -4965935.500000 Penalty: 1056.524658
	Iteration 100F: 3 clusters Score -4965936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -4965920.500000 Penalty: 1056.524658
	Iteration 101Q: 3 clusters Score -4965920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -4965925.000000 Penalty: 1056.524658
	Iteration 102Q: 3 clusters Score -4965925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -4965922.000000 Penalty: 1056.524658
	Iteration 103Q: 3 clusters Score -4965922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -4965927.500000 Penalty: 1056.524658
	Iteration 104Q: 3 clusters Score -4965928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -4965921.500000 Penalty: 1056.524658
	Iteration 105Q: 3 clusters Score -4965922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -4965924.000000 Penalty: 1056.524658
	Iteration 106Q: 3 clusters Score -4965924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -4965928.500000 Penalty: 1056.524658
	Iteration 107Q: 3 clusters Score -4965928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -4965933.000000 Penalty: 1056.524658
	Iteration 108Q: 3 clusters Score -4965933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -4965929.000000 Penalty: 1056.524658
	Iteration 109Q: 3 clusters Score -4965929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 1056.524658
	Iteration 110Q: 3 clusters Score -4965943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -4965945.000000 Penalty: 1056.524658
	Iteration 111Q: 3 clusters Score -4965945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -4965947.500000 Penalty: 1056.524658
	Iteration 112Q: 3 clusters Score -4965948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 1056.524658
	Iteration 113Q: 3 clusters Score -4965943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -4965946.000000 Penalty: 1056.524658
	Iteration 114Q: 3 clusters Score -4965946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -4965949.000000 Penalty: 1056.524658
	Iteration 115Q: 3 clusters Score -4965949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -4965954.000000 Penalty: 1056.524658
	Iteration 116Q: 3 clusters Score -4965954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -4965951.000000 Penalty: 1056.524658
	Iteration 117Q: 3 clusters Score -4965951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -4965952.500000 Penalty: 1056.524658
	Iteration 118Q: 3 clusters Score -4965952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -4965950.500000 Penalty: 1056.524658
	Iteration 119Q: 3 clusters Score -4965950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -4965942.000000 Penalty: 1056.524658
	Iteration 120F: 3 clusters Score -4965942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -4965940.000000 Penalty: 1056.524658
	Iteration 121Q: 3 clusters Score -4965940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -4965940.000000 Penalty: 1056.524658
	Iteration 122Q: 3 clusters Score -4965940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -4965940.500000 Penalty: 1056.524658
	Iteration 123Q: 3 clusters Score -4965940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -4965942.500000 Penalty: 1056.524658
	Iteration 124Q: 3 clusters Score -4965942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 1056.524658
	Iteration 125Q: 3 clusters Score -4965943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -4965940.500000 Penalty: 1056.524658
	Iteration 126Q: 3 clusters Score -4965940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -4965942.500000 Penalty: 1056.524658
	Iteration 127Q: 3 clusters Score -4965942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 1056.524658
	Iteration 128Q: 3 clusters Score -4965943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -4965943.000000 Penalty: 1056.524658
	Iteration 129F: 3 clusters Score -4965943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Entering Unmasked Estep 
Score: -1684128.500000 Penalty: 481.331970
	Iteration 0F: 2 clusters Score -1684128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1657618.500000 Penalty: 962.663940
	Iteration 0F: 3 clusters Score -1657618 nChanged 19099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1669921.125000 Penalty: 962.663940
	Iteration 1F: 3 clusters Score -1669921 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1671160.750000 Penalty: 962.663940
	Iteration 2F: 3 clusters Score -1671161 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1672975.625000 Penalty: 962.663940
	Iteration 3F: 3 clusters Score -1672976 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1675423.000000 Penalty: 962.663940
	Iteration 4F: 3 clusters Score -1675423 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1678405.625000 Penalty: 962.663940
	Iteration 5F: 3 clusters Score -1678406 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1680885.875000 Penalty: 962.663940
	Iteration 6F: 3 clusters Score -1680886 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -1682015.875000 Penalty: 962.663940
	Iteration 7F: 3 clusters Score -1682016 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1682481.750000 Penalty: 962.663940
	Iteration 8Q: 3 clusters Score -1682482 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1682775.625000 Penalty: 962.663940
	Iteration 9Q: 3 clusters Score -1682776 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1683033.000000 Penalty: 962.663940
	Iteration 10Q: 3 clusters Score -1683033 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -1683281.625000 Penalty: 962.663940
	Iteration 11Q: 3 clusters Score -1683282 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -1683523.625000 Penalty: 962.663940
	Iteration 12Q: 3 clusters Score -1683524 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1683706.375000 Penalty: 962.663940
	Iteration 13Q: 3 clusters Score -1683706 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -1683825.125000 Penalty: 962.663940
	Iteration 14Q: 3 clusters Score -1683825 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -1683892.750000 Penalty: 962.663940
	Iteration 15Q: 3 clusters Score -1683893 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -1683932.125000 Penalty: 962.663940
	Iteration 16Q: 3 clusters Score -1683932 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -1683965.500000 Penalty: 962.663940
	Iteration 17Q: 3 clusters Score -1683966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -1683979.000000 Penalty: 962.663940
	Iteration 18Q: 3 clusters Score -1683979 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -1683995.000000 Penalty: 962.663940
	Iteration 19Q: 3 clusters Score -1683995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -1684003.875000 Penalty: 962.663940
	Iteration 20F: 3 clusters Score -1684004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -1684031.625000 Penalty: 962.663940
	Iteration 21Q: 3 clusters Score -1684032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -1684057.125000 Penalty: 962.663940
	Iteration 22Q: 3 clusters Score -1684057 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1684070.875000 Penalty: 962.663940
	Iteration 23Q: 3 clusters Score -1684071 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1684096.125000 Penalty: 962.663940
	Iteration 24Q: 3 clusters Score -1684096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -1684123.125000 Penalty: 962.663940
	Iteration 25Q: 3 clusters Score -1684123 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -1684146.000000 Penalty: 962.663940
	Iteration 26Q: 3 clusters Score -1684146 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -1684167.125000 Penalty: 962.663940
	Iteration 27Q: 3 clusters Score -1684167 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1684190.000000 Penalty: 962.663940
	Iteration 28Q: 3 clusters Score -1684190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1684215.000000 Penalty: 962.663940
	Iteration 29Q: 3 clusters Score -1684215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -1684221.000000 Penalty: 962.663940
	Iteration 30Q: 3 clusters Score -1684221 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -1684242.750000 Penalty: 962.663940
	Iteration 31Q: 3 clusters Score -1684243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -1684256.000000 Penalty: 962.663940
	Iteration 32Q: 3 clusters Score -1684256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -1684280.000000 Penalty: 962.663940
	Iteration 33Q: 3 clusters Score -1684280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -1684292.250000 Penalty: 962.663940
	Iteration 34Q: 3 clusters Score -1684292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -1684308.625000 Penalty: 962.663940
	Iteration 35Q: 3 clusters Score -1684309 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -1684328.125000 Penalty: 962.663940
	Iteration 36Q: 3 clusters Score -1684328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -1684346.125000 Penalty: 962.663940
	Iteration 37Q: 3 clusters Score -1684346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1684361.625000 Penalty: 962.663940
	Iteration 38Q: 3 clusters Score -1684362 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -1684373.375000 Penalty: 962.663940
	Iteration 39Q: 3 clusters Score -1684373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -1684384.250000 Penalty: 962.663940
	Iteration 40F: 3 clusters Score -1684384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -1684398.375000 Penalty: 962.663940
	Iteration 41Q: 3 clusters Score -1684398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -1684415.125000 Penalty: 962.663940
	Iteration 42Q: 3 clusters Score -1684415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -1684428.250000 Penalty: 962.663940
	Iteration 43Q: 3 clusters Score -1684428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -1684442.125000 Penalty: 962.663940
	Iteration 44Q: 3 clusters Score -1684442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -1684445.250000 Penalty: 962.663940
	Iteration 45Q: 3 clusters Score -1684445 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -1684451.000000 Penalty: 962.663940
	Iteration 46Q: 3 clusters Score -1684451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1684464.000000 Penalty: 962.663940
	Iteration 47Q: 3 clusters Score -1684464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -1684463.625000 Penalty: 962.663940
	Iteration 48Q: 3 clusters Score -1684464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -1684471.500000 Penalty: 962.663940
	Iteration 49Q: 3 clusters Score -1684472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -1684476.750000 Penalty: 962.663940
	Iteration 50Q: 3 clusters Score -1684477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1684480.375000 Penalty: 962.663940
	Iteration 51Q: 3 clusters Score -1684480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -1684490.250000 Penalty: 962.663940
	Iteration 52Q: 3 clusters Score -1684490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -1684493.500000 Penalty: 962.663940
	Iteration 53Q: 3 clusters Score -1684494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -1684502.000000 Penalty: 962.663940
	Iteration 54Q: 3 clusters Score -1684502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -1684505.875000 Penalty: 962.663940
	Iteration 55Q: 3 clusters Score -1684506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -1684512.250000 Penalty: 962.663940
	Iteration 56Q: 3 clusters Score -1684512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -1684517.750000 Penalty: 962.663940
	Iteration 57Q: 3 clusters Score -1684518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -1684525.875000 Penalty: 962.663940
	Iteration 58Q: 3 clusters Score -1684526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1684536.875000 Penalty: 962.663940
	Iteration 59Q: 3 clusters Score -1684537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -1684535.000000 Penalty: 962.663940
	Iteration 60F: 3 clusters Score -1684535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -1684535.250000 Penalty: 962.663940
	Iteration 61Q: 3 clusters Score -1684535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -1684548.250000 Penalty: 962.663940
	Iteration 62Q: 3 clusters Score -1684548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -1684553.750000 Penalty: 962.663940
	Iteration 63Q: 3 clusters Score -1684554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -1684554.375000 Penalty: 962.663940
	Iteration 64Q: 3 clusters Score -1684554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -1684556.750000 Penalty: 962.663940
	Iteration 65Q: 3 clusters Score -1684557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -1684556.750000 Penalty: 962.663940
	Iteration 66Q: 3 clusters Score -1684557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -1684565.500000 Penalty: 962.663940
	Iteration 67Q: 3 clusters Score -1684566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -1684566.000000 Penalty: 962.663940
	Iteration 68Q: 3 clusters Score -1684566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -1684564.250000 Penalty: 962.663940
	Iteration 69Q: 3 clusters Score -1684564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1684568.500000 Penalty: 962.663940
	Iteration 70Q: 3 clusters Score -1684568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -1684569.875000 Penalty: 962.663940
	Iteration 71Q: 3 clusters Score -1684570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -1684566.625000 Penalty: 962.663940
	Iteration 72Q: 3 clusters Score -1684567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -1684572.375000 Penalty: 962.663940
	Iteration 73Q: 3 clusters Score -1684572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -1684570.500000 Penalty: 962.663940
	Iteration 74Q: 3 clusters Score -1684570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -1684573.000000 Penalty: 962.663940
	Iteration 75Q: 3 clusters Score -1684573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -1684570.875000 Penalty: 962.663940
	Iteration 76Q: 3 clusters Score -1684571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -1684570.875000 Penalty: 962.663940
	Iteration 77Q: 3 clusters Score -1684571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -1684570.000000 Penalty: 962.663940
	Iteration 78Q: 3 clusters Score -1684570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -1684573.375000 Penalty: 962.663940
	Iteration 79Q: 3 clusters Score -1684573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -1684572.250000 Penalty: 962.663940
	Iteration 80F: 3 clusters Score -1684572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -1684570.250000 Penalty: 962.663940
	Iteration 81Q: 3 clusters Score -1684570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1684574.000000 Penalty: 962.663940
	Iteration 82Q: 3 clusters Score -1684574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -1684575.375000 Penalty: 962.663940
	Iteration 83Q: 3 clusters Score -1684575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -1684578.125000 Penalty: 962.663940
	Iteration 84Q: 3 clusters Score -1684578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -1684578.625000 Penalty: 962.663940
	Iteration 85Q: 3 clusters Score -1684579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1684580.250000 Penalty: 962.663940
	Iteration 86Q: 3 clusters Score -1684580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -1684580.125000 Penalty: 962.663940
	Iteration 87Q: 3 clusters Score -1684580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -1684580.250000 Penalty: 962.663940
	Iteration 88Q: 3 clusters Score -1684580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -1684578.625000 Penalty: 962.663940
	Iteration 89Q: 3 clusters Score -1684579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -1684580.375000 Penalty: 962.663940
	Iteration 90Q: 3 clusters Score -1684580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -1684579.750000 Penalty: 962.663940
	Iteration 91Q: 3 clusters Score -1684580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -1684583.250000 Penalty: 962.663940
	Iteration 92Q: 3 clusters Score -1684583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -1684582.875000 Penalty: 962.663940
	Iteration 93Q: 3 clusters Score -1684583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -1684582.000000 Penalty: 962.663940
	Iteration 94Q: 3 clusters Score -1684582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -1684580.125000 Penalty: 962.663940
	Iteration 95Q: 3 clusters Score -1684580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -1684579.625000 Penalty: 962.663940
	Iteration 96Q: 3 clusters Score -1684580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -1684581.000000 Penalty: 962.663940
	Iteration 97Q: 3 clusters Score -1684581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -1684578.500000 Penalty: 962.663940
	Iteration 98Q: 3 clusters Score -1684578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -1684579.750000 Penalty: 962.663940
	Iteration 99Q: 3 clusters Score -1684580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -1684579.625000 Penalty: 962.663940
	Iteration 100F: 3 clusters Score -1684580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -1684582.625000 Penalty: 962.663940
	Iteration 101Q: 3 clusters Score -1684583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -1684582.625000 Penalty: 962.663940
	Iteration 102F: 3 clusters Score -1684583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 359810 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 31741 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 7476 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 19973 members 
Entering Unmasked Estep 
Score: -46858056.000000 Penalty: 11404.721680
Splitting cluster 6 changes total score from -46856916.000000 to -46858056.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -304778.656250 Penalty: 397.319855
	Iteration 0F: 2 clusters Score -304778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -300628.968750 Penalty: 794.639709
	Iteration 0F: 3 clusters Score -300629 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -302203.781250 Penalty: 794.639709
	Iteration 1F: 3 clusters Score -302203.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -302397.593750 Penalty: 794.639709
	Iteration 2F: 3 clusters Score -302397.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -302686.718750 Penalty: 794.639709
	Iteration 3F: 3 clusters Score -302686.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303082.062500 Penalty: 794.639709
	Iteration 4F: 3 clusters Score -303082.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -303590.468750 Penalty: 794.639709
	Iteration 5F: 3 clusters Score -303590.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -303991.906250 Penalty: 794.639709
	Iteration 6F: 3 clusters Score -303991.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -304201.656250 Penalty: 794.639709
	Iteration 7Q: 3 clusters Score -304201.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -304324.562500 Penalty: 794.639709
	Iteration 8Q: 3 clusters Score -304324.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -304374.718750 Penalty: 794.639709
	Iteration 9Q: 3 clusters Score -304374.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -304397.437500 Penalty: 794.639709
	Iteration 10Q: 3 clusters Score -304397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -304407.281250 Penalty: 794.639709
	Iteration 11Q: 3 clusters Score -304407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -304415.718750 Penalty: 794.639709
	Iteration 12Q: 3 clusters Score -304415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -304421.562500 Penalty: 794.639709
	Iteration 13Q: 3 clusters Score -304421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -304425.343750 Penalty: 794.639709
	Iteration 14Q: 3 clusters Score -304425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -304425.343750 Penalty: 794.639709
	Iteration 15F: 3 clusters Score -304425.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Entering Unmasked Estep 
Score: -1109926.375000 Penalty: 462.427094
	Iteration 0F: 2 clusters Score -1109926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1092596.000000 Penalty: 924.854187
	Iteration 0F: 3 clusters Score -1092596 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1100413.375000 Penalty: 924.854187
	Iteration 1F: 3 clusters Score -1100413 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1101342.500000 Penalty: 924.854187
	Iteration 2F: 3 clusters Score -1101342 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1102778.125000 Penalty: 924.854187
	Iteration 3F: 3 clusters Score -1102778 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1104617.875000 Penalty: 924.854187
	Iteration 4F: 3 clusters Score -1104618 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1106194.250000 Penalty: 924.854187
	Iteration 5F: 3 clusters Score -1106194 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1107146.250000 Penalty: 924.854187
	Iteration 6F: 3 clusters Score -1107146 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1107621.250000 Penalty: 924.854187
	Iteration 7Q: 3 clusters Score -1107621 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1107980.125000 Penalty: 924.854187
	Iteration 8Q: 3 clusters Score -1107980 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1108263.875000 Penalty: 924.854187
	Iteration 9Q: 3 clusters Score -1108264 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1108521.625000 Penalty: 924.854187
	Iteration 10Q: 3 clusters Score -1108522 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1108760.750000 Penalty: 924.854187
	Iteration 11Q: 3 clusters Score -1108761 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1108947.375000 Penalty: 924.854187
	Iteration 12Q: 3 clusters Score -1108947 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1109069.875000 Penalty: 924.854187
	Iteration 13Q: 3 clusters Score -1109070 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1109161.375000 Penalty: 924.854187
	Iteration 14Q: 3 clusters Score -1109161 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1109240.375000 Penalty: 924.854187
	Iteration 15Q: 3 clusters Score -1109240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1109301.875000 Penalty: 924.854187
	Iteration 16Q: 3 clusters Score -1109302 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1109361.875000 Penalty: 924.854187
	Iteration 17Q: 3 clusters Score -1109362 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1109413.375000 Penalty: 924.854187
	Iteration 18Q: 3 clusters Score -1109413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1109457.625000 Penalty: 924.854187
	Iteration 19Q: 3 clusters Score -1109458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1109496.000000 Penalty: 924.854187
	Iteration 20F: 3 clusters Score -1109496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1109538.250000 Penalty: 924.854187
	Iteration 21Q: 3 clusters Score -1109538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1109581.875000 Penalty: 924.854187
	Iteration 22Q: 3 clusters Score -1109582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1109617.375000 Penalty: 924.854187
	Iteration 23Q: 3 clusters Score -1109617 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1109644.875000 Penalty: 924.854187
	Iteration 24Q: 3 clusters Score -1109645 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1109671.875000 Penalty: 924.854187
	Iteration 25Q: 3 clusters Score -1109672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1109693.875000 Penalty: 924.854187
	Iteration 26Q: 3 clusters Score -1109694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1109708.625000 Penalty: 924.854187
	Iteration 27Q: 3 clusters Score -1109709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1109729.375000 Penalty: 924.854187
	Iteration 28Q: 3 clusters Score -1109729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1109748.375000 Penalty: 924.854187
	Iteration 29Q: 3 clusters Score -1109748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1109767.000000 Penalty: 924.854187
	Iteration 30Q: 3 clusters Score -1109767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1109787.875000 Penalty: 924.854187
	Iteration 31Q: 3 clusters Score -1109788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1109803.125000 Penalty: 924.854187
	Iteration 32Q: 3 clusters Score -1109803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1109816.750000 Penalty: 924.854187
	Iteration 33Q: 3 clusters Score -1109817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1109826.875000 Penalty: 924.854187
	Iteration 34Q: 3 clusters Score -1109827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1109835.000000 Penalty: 924.854187
	Iteration 35Q: 3 clusters Score -1109835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1109844.500000 Penalty: 924.854187
	Iteration 36Q: 3 clusters Score -1109844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1109849.000000 Penalty: 924.854187
	Iteration 37Q: 3 clusters Score -1109849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1109852.250000 Penalty: 924.854187
	Iteration 38Q: 3 clusters Score -1109852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1109857.000000 Penalty: 924.854187
	Iteration 39Q: 3 clusters Score -1109857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1109858.375000 Penalty: 924.854187
	Iteration 40F: 3 clusters Score -1109858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1109863.250000 Penalty: 924.854187
	Iteration 41Q: 3 clusters Score -1109863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1109869.125000 Penalty: 924.854187
	Iteration 42Q: 3 clusters Score -1109869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1109873.875000 Penalty: 924.854187
	Iteration 43Q: 3 clusters Score -1109874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1109877.500000 Penalty: 924.854187
	Iteration 44Q: 3 clusters Score -1109878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1109880.625000 Penalty: 924.854187
	Iteration 45Q: 3 clusters Score -1109881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1109884.000000 Penalty: 924.854187
	Iteration 46Q: 3 clusters Score -1109884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1109888.250000 Penalty: 924.854187
	Iteration 47Q: 3 clusters Score -1109888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1109889.000000 Penalty: 924.854187
	Iteration 48Q: 3 clusters Score -1109889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1109890.000000 Penalty: 924.854187
	Iteration 49Q: 3 clusters Score -1109890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1109894.875000 Penalty: 924.854187
	Iteration 50Q: 3 clusters Score -1109895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1109898.375000 Penalty: 924.854187
	Iteration 51Q: 3 clusters Score -1109898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1109897.875000 Penalty: 924.854187
	Iteration 52Q: 3 clusters Score -1109898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1109899.625000 Penalty: 924.854187
	Iteration 53Q: 3 clusters Score -1109900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1109899.750000 Penalty: 924.854187
	Iteration 54Q: 3 clusters Score -1109900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1109900.500000 Penalty: 924.854187
	Iteration 55Q: 3 clusters Score -1109900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1109900.500000 Penalty: 924.854187
	Iteration 56F: 3 clusters Score -1109900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (359810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359810 members 
Entering Unmasked Estep 
Score: -15505170.000000 Penalty: 582.096558
	Iteration 0F: 2 clusters Score -1.550517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 180589 members 
Entering Unmasked Estep 
Score: -15265828.000000 Penalty: 1164.193115
	Iteration 0F: 3 clusters Score -1.526583e+07 nChanged 177710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 206265 members 
Entering Unmasked Estep 
Score: -15383881.000000 Penalty: 1164.193115
	Iteration 1F: 3 clusters Score -1.538388e+07 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136838 members 
Mstep: Class 2 contains 222972 members 
Entering Unmasked Estep 
Score: -15396408.000000 Penalty: 1164.193115
	Iteration 2F: 3 clusters Score -1.539641e+07 nChanged 28699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 246195 members 
Entering Unmasked Estep 
Score: -15417926.000000 Penalty: 1164.193115
	Iteration 3F: 3 clusters Score -1.541793e+07 nChanged 31914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 271927 members 
Entering Unmasked Estep 
Score: -15446570.000000 Penalty: 1164.193115
	Iteration 4F: 3 clusters Score -1.544657e+07 nChanged 27092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 291827 members 
Entering Unmasked Estep 
Score: -15474147.000000 Penalty: 1164.193115
	Iteration 5F: 3 clusters Score -1.547415e+07 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 302091 members 
Entering Unmasked Estep 
Score: -15493185.000000 Penalty: 1164.193115
	Iteration 6Q: 3 clusters Score -1.549318e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 306476 members 
Entering Unmasked Estep 
Score: -15503201.000000 Penalty: 1164.193115
	Iteration 7Q: 3 clusters Score -1.55032e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 309489 members 
Entering Unmasked Estep 
Score: -15506634.000000 Penalty: 1164.193115
	Iteration 8Q: 3 clusters Score -1.550663e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 312214 members 
Entering Unmasked Estep 
Score: -15508165.000000 Penalty: 1164.193115
	Iteration 9Q: 3 clusters Score -1.550816e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 314622 members 
Entering Unmasked Estep 
Score: -15508879.000000 Penalty: 1164.193115
	Iteration 10Q: 3 clusters Score -1.550888e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 316772 members 
Entering Unmasked Estep 
Score: -15509293.000000 Penalty: 1164.193115
	Iteration 11Q: 3 clusters Score -1.550929e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 318733 members 
Entering Unmasked Estep 
Score: -15509533.000000 Penalty: 1164.193115
	Iteration 12Q: 3 clusters Score -1.550953e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 320523 members 
Entering Unmasked Estep 
Score: -15509734.000000 Penalty: 1164.193115
	Iteration 13Q: 3 clusters Score -1.550973e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 322146 members 
Entering Unmasked Estep 
Score: -15509804.000000 Penalty: 1164.193115
	Iteration 14Q: 3 clusters Score -1.55098e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 323676 members 
Entering Unmasked Estep 
Score: -15509824.000000 Penalty: 1164.193115
	Iteration 15Q: 3 clusters Score -1.550982e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 325117 members 
Entering Unmasked Estep 
Score: -15509912.000000 Penalty: 1164.193115
	Iteration 16Q: 3 clusters Score -1.550991e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 326430 members 
Entering Unmasked Estep 
Score: -15509916.000000 Penalty: 1164.193115
	Iteration 17Q: 3 clusters Score -1.550992e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 327685 members 
Entering Unmasked Estep 
Score: -15509913.000000 Penalty: 1164.193115
	Iteration 18Q: 3 clusters Score -1.550991e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 328844 members 
Entering Unmasked Estep 
Score: -15509877.000000 Penalty: 1164.193115
	Iteration 19Q: 3 clusters Score -1.550988e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 329915 members 
Entering Unmasked Estep 
Score: -15509758.000000 Penalty: 1164.193115
	Iteration 20F: 3 clusters Score -1.550976e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 330945 members 
Entering Unmasked Estep 
Score: -15509668.000000 Penalty: 1164.193115
	Iteration 21Q: 3 clusters Score -1.550967e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 331896 members 
Entering Unmasked Estep 
Score: -15509549.000000 Penalty: 1164.193115
	Iteration 22Q: 3 clusters Score -1.550955e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 332769 members 
Entering Unmasked Estep 
Score: -15509460.000000 Penalty: 1164.193115
	Iteration 23Q: 3 clusters Score -1.550946e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 333533 members 
Entering Unmasked Estep 
Score: -15509390.000000 Penalty: 1164.193115
	Iteration 24Q: 3 clusters Score -1.550939e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 334319 members 
Entering Unmasked Estep 
Score: -15509339.000000 Penalty: 1164.193115
	Iteration 25Q: 3 clusters Score -1.550934e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 335043 members 
Entering Unmasked Estep 
Score: -15509229.000000 Penalty: 1164.193115
	Iteration 26Q: 3 clusters Score -1.550923e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 335753 members 
Entering Unmasked Estep 
Score: -15509052.000000 Penalty: 1164.193115
	Iteration 27Q: 3 clusters Score -1.550905e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 336390 members 
Entering Unmasked Estep 
Score: -15509031.000000 Penalty: 1164.193115
	Iteration 28Q: 3 clusters Score -1.550903e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 336995 members 
Entering Unmasked Estep 
Score: -15509021.000000 Penalty: 1164.193115
	Iteration 29Q: 3 clusters Score -1.550902e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 337554 members 
Entering Unmasked Estep 
Score: -15508947.000000 Penalty: 1164.193115
	Iteration 30Q: 3 clusters Score -1.550895e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 338082 members 
Entering Unmasked Estep 
Score: -15508897.000000 Penalty: 1164.193115
	Iteration 31Q: 3 clusters Score -1.55089e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 338572 members 
Entering Unmasked Estep 
Score: -15508808.000000 Penalty: 1164.193115
	Iteration 32Q: 3 clusters Score -1.550881e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 339028 members 
Entering Unmasked Estep 
Score: -15508755.000000 Penalty: 1164.193115
	Iteration 33Q: 3 clusters Score -1.550876e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 339462 members 
Entering Unmasked Estep 
Score: -15508770.000000 Penalty: 1164.193115
	Iteration 34Q: 3 clusters Score -1.550877e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 339898 members 
Entering Unmasked Estep 
Score: -15508700.000000 Penalty: 1164.193115
	Iteration 35Q: 3 clusters Score -1.55087e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 340326 members 
Entering Unmasked Estep 
Score: -15508624.000000 Penalty: 1164.193115
	Iteration 36Q: 3 clusters Score -1.550862e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 340731 members 
Entering Unmasked Estep 
Score: -15508586.000000 Penalty: 1164.193115
	Iteration 37Q: 3 clusters Score -1.550859e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 341125 members 
Entering Unmasked Estep 
Score: -15508553.000000 Penalty: 1164.193115
	Iteration 38Q: 3 clusters Score -1.550855e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 341481 members 
Entering Unmasked Estep 
Score: -15508507.000000 Penalty: 1164.193115
	Iteration 39Q: 3 clusters Score -1.550851e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 341827 members 
Entering Unmasked Estep 
Score: -15508458.000000 Penalty: 1164.193115
	Iteration 40F: 3 clusters Score -1.550846e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 342188 members 
Entering Unmasked Estep 
Score: -15508419.000000 Penalty: 1164.193115
	Iteration 41Q: 3 clusters Score -1.550842e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 342507 members 
Entering Unmasked Estep 
Score: -15508369.000000 Penalty: 1164.193115
	Iteration 42Q: 3 clusters Score -1.550837e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 342783 members 
Entering Unmasked Estep 
Score: -15508390.000000 Penalty: 1164.193115
	Iteration 43Q: 3 clusters Score -1.550839e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 343043 members 
Entering Unmasked Estep 
Score: -15508325.000000 Penalty: 1164.193115
	Iteration 44Q: 3 clusters Score -1.550832e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 343295 members 
Entering Unmasked Estep 
Score: -15508213.000000 Penalty: 1164.193115
	Iteration 45Q: 3 clusters Score -1.550821e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 343525 members 
Entering Unmasked Estep 
Score: -15508174.000000 Penalty: 1164.193115
	Iteration 46Q: 3 clusters Score -1.550817e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 343737 members 
Entering Unmasked Estep 
Score: -15508070.000000 Penalty: 1164.193115
	Iteration 47Q: 3 clusters Score -1.550807e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 343904 members 
Entering Unmasked Estep 
Score: -15508003.000000 Penalty: 1164.193115
	Iteration 48Q: 3 clusters Score -1.5508e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 344073 members 
Entering Unmasked Estep 
Score: -15507941.000000 Penalty: 1164.193115
	Iteration 49Q: 3 clusters Score -1.550794e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 344245 members 
Entering Unmasked Estep 
Score: -15507919.000000 Penalty: 1164.193115
	Iteration 50Q: 3 clusters Score -1.550792e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 344396 members 
Entering Unmasked Estep 
Score: -15507880.000000 Penalty: 1164.193115
	Iteration 51Q: 3 clusters Score -1.550788e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 344540 members 
Entering Unmasked Estep 
Score: -15507841.000000 Penalty: 1164.193115
	Iteration 52Q: 3 clusters Score -1.550784e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 344670 members 
Entering Unmasked Estep 
Score: -15507793.000000 Penalty: 1164.193115
	Iteration 53Q: 3 clusters Score -1.550779e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 344807 members 
Entering Unmasked Estep 
Score: -15507774.000000 Penalty: 1164.193115
	Iteration 54Q: 3 clusters Score -1.550777e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 344932 members 
Entering Unmasked Estep 
Score: -15507740.000000 Penalty: 1164.193115
	Iteration 55Q: 3 clusters Score -1.550774e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 345048 members 
Entering Unmasked Estep 
Score: -15507695.000000 Penalty: 1164.193115
	Iteration 56Q: 3 clusters Score -1.55077e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 345164 members 
Entering Unmasked Estep 
Score: -15507669.000000 Penalty: 1164.193115
	Iteration 57Q: 3 clusters Score -1.550767e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 345282 members 
Entering Unmasked Estep 
Score: -15507643.000000 Penalty: 1164.193115
	Iteration 58Q: 3 clusters Score -1.550764e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 345412 members 
Entering Unmasked Estep 
Score: -15507616.000000 Penalty: 1164.193115
	Iteration 59Q: 3 clusters Score -1.550762e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 345517 members 
Entering Unmasked Estep 
Score: -15507586.000000 Penalty: 1164.193115
	Iteration 60F: 3 clusters Score -1.550759e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 345614 members 
Entering Unmasked Estep 
Score: -15507572.000000 Penalty: 1164.193115
	Iteration 61Q: 3 clusters Score -1.550757e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 345704 members 
Entering Unmasked Estep 
Score: -15507564.000000 Penalty: 1164.193115
	Iteration 62Q: 3 clusters Score -1.550756e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 345805 members 
Entering Unmasked Estep 
Score: -15507485.000000 Penalty: 1164.193115
	Iteration 63Q: 3 clusters Score -1.550748e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 345904 members 
Entering Unmasked Estep 
Score: -15507482.000000 Penalty: 1164.193115
	Iteration 64Q: 3 clusters Score -1.550748e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 346009 members 
Entering Unmasked Estep 
Score: -15507478.000000 Penalty: 1164.193115
	Iteration 65Q: 3 clusters Score -1.550748e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 346103 members 
Entering Unmasked Estep 
Score: -15507449.000000 Penalty: 1164.193115
	Iteration 66Q: 3 clusters Score -1.550745e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 346187 members 
Entering Unmasked Estep 
Score: -15507467.000000 Penalty: 1164.193115
	Iteration 67Q: 3 clusters Score -1.550747e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 346272 members 
Entering Unmasked Estep 
Score: -15507453.000000 Penalty: 1164.193115
	Iteration 68Q: 3 clusters Score -1.550745e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 346362 members 
Entering Unmasked Estep 
Score: -15507432.000000 Penalty: 1164.193115
	Iteration 69Q: 3 clusters Score -1.550743e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 346449 members 
Entering Unmasked Estep 
Score: -15507400.000000 Penalty: 1164.193115
	Iteration 70Q: 3 clusters Score -1.55074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 346532 members 
Entering Unmasked Estep 
Score: -15507390.000000 Penalty: 1164.193115
	Iteration 71Q: 3 clusters Score -1.550739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 346611 members 
Entering Unmasked Estep 
Score: -15507424.000000 Penalty: 1164.193115
	Iteration 72Q: 3 clusters Score -1.550742e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 346701 members 
Entering Unmasked Estep 
Score: -15507418.000000 Penalty: 1164.193115
	Iteration 73Q: 3 clusters Score -1.550742e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 346769 members 
Entering Unmasked Estep 
Score: -15507410.000000 Penalty: 1164.193115
	Iteration 74Q: 3 clusters Score -1.550741e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 346851 members 
Entering Unmasked Estep 
Score: -15507400.000000 Penalty: 1164.193115
	Iteration 75Q: 3 clusters Score -1.55074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 346930 members 
Entering Unmasked Estep 
Score: -15507394.000000 Penalty: 1164.193115
	Iteration 76Q: 3 clusters Score -1.550739e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 347008 members 
Entering Unmasked Estep 
Score: -15507379.000000 Penalty: 1164.193115
	Iteration 77Q: 3 clusters Score -1.550738e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 347081 members 
Entering Unmasked Estep 
Score: -15507362.000000 Penalty: 1164.193115
	Iteration 78Q: 3 clusters Score -1.550736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 347155 members 
Entering Unmasked Estep 
Score: -15507343.000000 Penalty: 1164.193115
	Iteration 79Q: 3 clusters Score -1.550734e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 347237 members 
Entering Unmasked Estep 
Score: -15507328.000000 Penalty: 1164.193115
	Iteration 80F: 3 clusters Score -1.550733e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 347309 members 
Entering Unmasked Estep 
Score: -15507307.000000 Penalty: 1164.193115
	Iteration 81Q: 3 clusters Score -1.550731e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 347365 members 
Entering Unmasked Estep 
Score: -15507300.000000 Penalty: 1164.193115
	Iteration 82Q: 3 clusters Score -1.55073e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 347415 members 
Entering Unmasked Estep 
Score: -15507288.000000 Penalty: 1164.193115
	Iteration 83Q: 3 clusters Score -1.550729e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 347463 members 
Entering Unmasked Estep 
Score: -15507303.000000 Penalty: 1164.193115
	Iteration 84Q: 3 clusters Score -1.55073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 347504 members 
Entering Unmasked Estep 
Score: -15507298.000000 Penalty: 1164.193115
	Iteration 85Q: 3 clusters Score -1.55073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 347543 members 
Entering Unmasked Estep 
Score: -15507293.000000 Penalty: 1164.193115
	Iteration 86Q: 3 clusters Score -1.550729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 347587 members 
Entering Unmasked Estep 
Score: -15507279.000000 Penalty: 1164.193115
	Iteration 87Q: 3 clusters Score -1.550728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 347631 members 
Entering Unmasked Estep 
Score: -15507275.000000 Penalty: 1164.193115
	Iteration 88Q: 3 clusters Score -1.550728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 347684 members 
Entering Unmasked Estep 
Score: -15507285.000000 Penalty: 1164.193115
	Iteration 89Q: 3 clusters Score -1.550728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 347732 members 
Entering Unmasked Estep 
Score: -15507280.000000 Penalty: 1164.193115
	Iteration 90Q: 3 clusters Score -1.550728e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 347793 members 
Entering Unmasked Estep 
Score: -15507268.000000 Penalty: 1164.193115
	Iteration 91Q: 3 clusters Score -1.550727e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 347867 members 
Entering Unmasked Estep 
Score: -15507251.000000 Penalty: 1164.193115
	Iteration 92Q: 3 clusters Score -1.550725e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 347938 members 
Entering Unmasked Estep 
Score: -15507265.000000 Penalty: 1164.193115
	Iteration 93Q: 3 clusters Score -1.550726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 348010 members 
Entering Unmasked Estep 
Score: -15507262.000000 Penalty: 1164.193115
	Iteration 94Q: 3 clusters Score -1.550726e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 348085 members 
Entering Unmasked Estep 
Score: -15507248.000000 Penalty: 1164.193115
	Iteration 95Q: 3 clusters Score -1.550725e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 348166 members 
Entering Unmasked Estep 
Score: -15507237.000000 Penalty: 1164.193115
	Iteration 96Q: 3 clusters Score -1.550724e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 348235 members 
Entering Unmasked Estep 
Score: -15507220.000000 Penalty: 1164.193115
	Iteration 97Q: 3 clusters Score -1.550722e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 348309 members 
Entering Unmasked Estep 
Score: -15507174.000000 Penalty: 1164.193115
	Iteration 98Q: 3 clusters Score -1.550717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 348371 members 
Entering Unmasked Estep 
Score: -15507176.000000 Penalty: 1164.193115
	Iteration 99Q: 3 clusters Score -1.550718e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 348440 members 
Entering Unmasked Estep 
Score: -15507169.000000 Penalty: 1164.193115
	Iteration 100F: 3 clusters Score -1.550717e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 348510 members 
Entering Unmasked Estep 
Score: -15507152.000000 Penalty: 1164.193115
	Iteration 101Q: 3 clusters Score -1.550715e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 348568 members 
Entering Unmasked Estep 
Score: -15507095.000000 Penalty: 1164.193115
	Iteration 102Q: 3 clusters Score -1.55071e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 348619 members 
Entering Unmasked Estep 
Score: -15507092.000000 Penalty: 1164.193115
	Iteration 103Q: 3 clusters Score -1.550709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 348670 members 
Entering Unmasked Estep 
Score: -15507082.000000 Penalty: 1164.193115
	Iteration 104Q: 3 clusters Score -1.550708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 348724 members 
Entering Unmasked Estep 
Score: -15507083.000000 Penalty: 1164.193115
	Iteration 105Q: 3 clusters Score -1.550708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 348767 members 
Entering Unmasked Estep 
Score: -15507085.000000 Penalty: 1164.193115
	Iteration 106Q: 3 clusters Score -1.550708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 348812 members 
Entering Unmasked Estep 
Score: -15507053.000000 Penalty: 1164.193115
	Iteration 107Q: 3 clusters Score -1.550705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 348854 members 
Entering Unmasked Estep 
Score: -15507056.000000 Penalty: 1164.193115
	Iteration 108Q: 3 clusters Score -1.550706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 348896 members 
Entering Unmasked Estep 
Score: -15507055.000000 Penalty: 1164.193115
	Iteration 109Q: 3 clusters Score -1.550706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 348935 members 
Entering Unmasked Estep 
Score: -15507039.000000 Penalty: 1164.193115
	Iteration 110Q: 3 clusters Score -1.550704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 348967 members 
Entering Unmasked Estep 
Score: -15507028.000000 Penalty: 1164.193115
	Iteration 111Q: 3 clusters Score -1.550703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 348994 members 
Entering Unmasked Estep 
Score: -15507017.000000 Penalty: 1164.193115
	Iteration 112Q: 3 clusters Score -1.550702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 349025 members 
Entering Unmasked Estep 
Score: -15506991.000000 Penalty: 1164.193115
	Iteration 113Q: 3 clusters Score -1.550699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 349052 members 
Entering Unmasked Estep 
Score: -15506982.000000 Penalty: 1164.193115
	Iteration 114Q: 3 clusters Score -1.550698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 349077 members 
Entering Unmasked Estep 
Score: -15506978.000000 Penalty: 1164.193115
	Iteration 115Q: 3 clusters Score -1.550698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 349096 members 
Entering Unmasked Estep 
Score: -15506983.000000 Penalty: 1164.193115
	Iteration 116Q: 3 clusters Score -1.550698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 349119 members 
Entering Unmasked Estep 
Score: -15506971.000000 Penalty: 1164.193115
	Iteration 117Q: 3 clusters Score -1.550697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 349141 members 
Entering Unmasked Estep 
Score: -15506960.000000 Penalty: 1164.193115
	Iteration 118Q: 3 clusters Score -1.550696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 349164 members 
Entering Unmasked Estep 
Score: -15506961.000000 Penalty: 1164.193115
	Iteration 119Q: 3 clusters Score -1.550696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 349182 members 
Entering Unmasked Estep 
Score: -15506971.000000 Penalty: 1164.193115
	Iteration 120F: 3 clusters Score -1.550697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 349196 members 
Entering Unmasked Estep 
Score: -15506971.000000 Penalty: 1164.193115
	Iteration 121Q: 3 clusters Score -1.550697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 349208 members 
Entering Unmasked Estep 
Score: -15506965.000000 Penalty: 1164.193115
	Iteration 122Q: 3 clusters Score -1.550696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 349229 members 
Entering Unmasked Estep 
Score: -15506982.000000 Penalty: 1164.193115
	Iteration 123Q: 3 clusters Score -1.550698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 349245 members 
Entering Unmasked Estep 
Score: -15506981.000000 Penalty: 1164.193115
	Iteration 124Q: 3 clusters Score -1.550698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 349266 members 
Entering Unmasked Estep 
Score: -15506978.000000 Penalty: 1164.193115
	Iteration 125Q: 3 clusters Score -1.550698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 349292 members 
Entering Unmasked Estep 
Score: -15506974.000000 Penalty: 1164.193115
	Iteration 126Q: 3 clusters Score -1.550697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 349322 members 
Entering Unmasked Estep 
Score: -15506984.000000 Penalty: 1164.193115
	Iteration 127Q: 3 clusters Score -1.550698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 349357 members 
Entering Unmasked Estep 
Score: -15506992.000000 Penalty: 1164.193115
	Iteration 128Q: 3 clusters Score -1.550699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 349384 members 
Entering Unmasked Estep 
Score: -15506965.000000 Penalty: 1164.193115
	Iteration 129Q: 3 clusters Score -1.550696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 349416 members 
Entering Unmasked Estep 
Score: -15506951.000000 Penalty: 1164.193115
	Iteration 130Q: 3 clusters Score -1.550695e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 349447 members 
Entering Unmasked Estep 
Score: -15506934.000000 Penalty: 1164.193115
	Iteration 131Q: 3 clusters Score -1.550693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 349476 members 
Entering Unmasked Estep 
Score: -15506927.000000 Penalty: 1164.193115
	Iteration 132Q: 3 clusters Score -1.550693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 349497 members 
Entering Unmasked Estep 
Score: -15506901.000000 Penalty: 1164.193115
	Iteration 133Q: 3 clusters Score -1.55069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 349522 members 
Entering Unmasked Estep 
Score: -15506886.000000 Penalty: 1164.193115
	Iteration 134Q: 3 clusters Score -1.550689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 349554 members 
Entering Unmasked Estep 
Score: -15506872.000000 Penalty: 1164.193115
	Iteration 135Q: 3 clusters Score -1.550687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 349588 members 
Entering Unmasked Estep 
Score: -15506867.000000 Penalty: 1164.193115
	Iteration 136Q: 3 clusters Score -1.550687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 349616 members 
Entering Unmasked Estep 
Score: -15506856.000000 Penalty: 1164.193115
	Iteration 137Q: 3 clusters Score -1.550686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 349641 members 
Entering Unmasked Estep 
Score: -15506832.000000 Penalty: 1164.193115
	Iteration 138Q: 3 clusters Score -1.550683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 349664 members 
Entering Unmasked Estep 
Score: -15506850.000000 Penalty: 1164.193115
	Iteration 139Q: 3 clusters Score -1.550685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 349680 members 
Entering Unmasked Estep 
Score: -15506852.000000 Penalty: 1164.193115
	Iteration 140F: 3 clusters Score -1.550685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 349692 members 
Entering Unmasked Estep 
Score: -15506862.000000 Penalty: 1164.193115
	Iteration 141Q: 3 clusters Score -1.550686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 349704 members 
Entering Unmasked Estep 
Score: -15506873.000000 Penalty: 1164.193115
	Iteration 142Q: 3 clusters Score -1.550687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 349715 members 
Entering Unmasked Estep 
Score: -15506852.000000 Penalty: 1164.193115
	Iteration 143Q: 3 clusters Score -1.550685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 349715 members 
Entering Unmasked Estep 
Score: -15506852.000000 Penalty: 1164.193115
	Iteration 144F: 3 clusters Score -1.550685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 31741 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 7476 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 349715 members 
Entering Unmasked Estep 
Score: -46859924.000000 Penalty: 12038.316406
Splitting cluster 9 changes total score from -46856916.000000 to -46859924.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -70200.625000 Penalty: 330.097260
	Iteration 0F: 2 clusters Score -70200.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -69110.273438 Penalty: 660.194519
	Iteration 0F: 3 clusters Score -69110.27 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -69427.085938 Penalty: 660.194519
	Iteration 1F: 3 clusters Score -69427.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -69504.562500 Penalty: 660.194519
	Iteration 2F: 3 clusters Score -69504.56 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -69573.070312 Penalty: 660.194519
	Iteration 3F: 3 clusters Score -69573.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -69627.414062 Penalty: 660.194519
	Iteration 4F: 3 clusters Score -69627.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -69682.257812 Penalty: 660.194519
	Iteration 5Q: 3 clusters Score -69682.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -69731.203125 Penalty: 660.194519
	Iteration 6Q: 3 clusters Score -69731.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -69771.492188 Penalty: 660.194519
	Iteration 7Q: 3 clusters Score -69771.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -69804.562500 Penalty: 660.194519
	Iteration 8Q: 3 clusters Score -69804.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -69825.453125 Penalty: 660.194519
	Iteration 9Q: 3 clusters Score -69825.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -69842.132812 Penalty: 660.194519
	Iteration 10Q: 3 clusters Score -69842.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -69853.953125 Penalty: 660.194519
	Iteration 11Q: 3 clusters Score -69853.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -69866.703125 Penalty: 660.194519
	Iteration 12Q: 3 clusters Score -69866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -69881.125000 Penalty: 660.194519
	Iteration 13Q: 3 clusters Score -69881.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -69886.101562 Penalty: 660.194519
	Iteration 14Q: 3 clusters Score -69886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -69887.820312 Penalty: 660.194519
	Iteration 15Q: 3 clusters Score -69887.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -69889.156250 Penalty: 660.194519
	Iteration 16Q: 3 clusters Score -69889.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -69890.335938 Penalty: 660.194519
	Iteration 17Q: 3 clusters Score -69890.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -69894.289062 Penalty: 660.194519
	Iteration 18Q: 3 clusters Score -69894.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -69898.710938 Penalty: 660.194519
	Iteration 19Q: 3 clusters Score -69898.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -69901.820312 Penalty: 660.194519
	Iteration 20F: 3 clusters Score -69901.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -69904.906250 Penalty: 660.194519
	Iteration 21Q: 3 clusters Score -69904.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -69904.906250 Penalty: 660.194519
	Iteration 22F: 3 clusters Score -69904.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -408835.406250 Penalty: 410.963745
	Iteration 0F: 2 clusters Score -408835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -403184.375000 Penalty: 821.927490
	Iteration 0F: 3 clusters Score -403184.4 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -405386.250000 Penalty: 821.927490
	Iteration 1F: 3 clusters Score -405386.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -405531.843750 Penalty: 821.927490
	Iteration 2Q: 3 clusters Score -405531.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -405672.218750 Penalty: 821.927490
	Iteration 3Q: 3 clusters Score -405672.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -405825.156250 Penalty: 821.927490
	Iteration 4Q: 3 clusters Score -405825.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -406020.156250 Penalty: 821.927490
	Iteration 5Q: 3 clusters Score -406020.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -406293.625000 Penalty: 821.927490
	Iteration 6Q: 3 clusters Score -406293.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -406649.968750 Penalty: 821.927490
	Iteration 7F: 3 clusters Score -406650 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -406969.593750 Penalty: 821.927490
	Iteration 8F: 3 clusters Score -406969.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -407158.406250 Penalty: 821.927490
	Iteration 9Q: 3 clusters Score -407158.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -407253.625000 Penalty: 821.927490
	Iteration 10Q: 3 clusters Score -407253.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -407311.062500 Penalty: 821.927490
	Iteration 11Q: 3 clusters Score -407311.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -407351.000000 Penalty: 821.927490
	Iteration 12Q: 3 clusters Score -407351 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -407394.531250 Penalty: 821.927490
	Iteration 13Q: 3 clusters Score -407394.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -407431.218750 Penalty: 821.927490
	Iteration 14Q: 3 clusters Score -407431.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -407465.218750 Penalty: 821.927490
	Iteration 15Q: 3 clusters Score -407465.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -407508.656250 Penalty: 821.927490
	Iteration 16Q: 3 clusters Score -407508.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -407551.937500 Penalty: 821.927490
	Iteration 17Q: 3 clusters Score -407551.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -407593.343750 Penalty: 821.927490
	Iteration 18Q: 3 clusters Score -407593.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -407628.812500 Penalty: 821.927490
	Iteration 19Q: 3 clusters Score -407628.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -407658.687500 Penalty: 821.927490
	Iteration 20F: 3 clusters Score -407658.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -407686.062500 Penalty: 821.927490
	Iteration 21Q: 3 clusters Score -407686.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -407705.625000 Penalty: 821.927490
	Iteration 22Q: 3 clusters Score -407705.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -407723.156250 Penalty: 821.927490
	Iteration 23Q: 3 clusters Score -407723.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -407740.656250 Penalty: 821.927490
	Iteration 24Q: 3 clusters Score -407740.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -407755.687500 Penalty: 821.927490
	Iteration 25Q: 3 clusters Score -407755.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -407773.468750 Penalty: 821.927490
	Iteration 26Q: 3 clusters Score -407773.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -407793.781250 Penalty: 821.927490
	Iteration 27Q: 3 clusters Score -407793.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -407814.875000 Penalty: 821.927490
	Iteration 28Q: 3 clusters Score -407814.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -407833.937500 Penalty: 821.927490
	Iteration 29Q: 3 clusters Score -407833.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -407847.750000 Penalty: 821.927490
	Iteration 30Q: 3 clusters Score -407847.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -407864.781250 Penalty: 821.927490
	Iteration 31Q: 3 clusters Score -407864.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -407873.812500 Penalty: 821.927490
	Iteration 32Q: 3 clusters Score -407873.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -407880.718750 Penalty: 821.927490
	Iteration 33Q: 3 clusters Score -407880.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -407886.750000 Penalty: 821.927490
	Iteration 34Q: 3 clusters Score -407886.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -407890.343750 Penalty: 821.927490
	Iteration 35Q: 3 clusters Score -407890.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -407892.875000 Penalty: 821.927490
	Iteration 36Q: 3 clusters Score -407892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -407895.656250 Penalty: 821.927490
	Iteration 37Q: 3 clusters Score -407895.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -407898.375000 Penalty: 821.927490
	Iteration 38Q: 3 clusters Score -407898.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -407903.281250 Penalty: 821.927490
	Iteration 39Q: 3 clusters Score -407903.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -407905.093750 Penalty: 821.927490
	Iteration 40F: 3 clusters Score -407905.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -407909.031250 Penalty: 821.927490
	Iteration 41Q: 3 clusters Score -407909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -407913.281250 Penalty: 821.927490
	Iteration 42Q: 3 clusters Score -407913.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -407919.781250 Penalty: 821.927490
	Iteration 43Q: 3 clusters Score -407919.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -407926.218750 Penalty: 821.927490
	Iteration 44Q: 3 clusters Score -407926.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -407931.531250 Penalty: 821.927490
	Iteration 45Q: 3 clusters Score -407931.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -407933.156250 Penalty: 821.927490
	Iteration 46Q: 3 clusters Score -407933.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -407938.281250 Penalty: 821.927490
	Iteration 47Q: 3 clusters Score -407938.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -407941.218750 Penalty: 821.927490
	Iteration 48Q: 3 clusters Score -407941.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -407942.656250 Penalty: 821.927490
	Iteration 49Q: 3 clusters Score -407942.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407943.937500 Penalty: 821.927490
	Iteration 50Q: 3 clusters Score -407943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -407946.250000 Penalty: 821.927490
	Iteration 51Q: 3 clusters Score -407946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -407944.562500 Penalty: 821.927490
	Iteration 52Q: 3 clusters Score -407944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -407944.562500 Penalty: 821.927490
	Iteration 53Q: 3 clusters Score -407944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -407945.093750 Penalty: 821.927490
	Iteration 54Q: 3 clusters Score -407945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -407945.906250 Penalty: 821.927490
	Iteration 55Q: 3 clusters Score -407945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -407946.687500 Penalty: 821.927490
	Iteration 56Q: 3 clusters Score -407946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -407947.031250 Penalty: 821.927490
	Iteration 57Q: 3 clusters Score -407947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -407947.625000 Penalty: 821.927490
	Iteration 58Q: 3 clusters Score -407947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -407948.218750 Penalty: 821.927490
	Iteration 59Q: 3 clusters Score -407948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -407947.906250 Penalty: 821.927490
	Iteration 60F: 3 clusters Score -407947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -407948.093750 Penalty: 821.927490
	Iteration 61Q: 3 clusters Score -407948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -407948.812500 Penalty: 821.927490
	Iteration 62Q: 3 clusters Score -407948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -407948.812500 Penalty: 821.927490
	Iteration 63Q: 3 clusters Score -407948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -407948.468750 Penalty: 821.927490
	Iteration 64Q: 3 clusters Score -407948.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -407948.843750 Penalty: 821.927490
	Iteration 65Q: 3 clusters Score -407948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -407948.812500 Penalty: 821.927490
	Iteration 66Q: 3 clusters Score -407948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -407948.781250 Penalty: 821.927490
	Iteration 67Q: 3 clusters Score -407948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -407948.625000 Penalty: 821.927490
	Iteration 68Q: 3 clusters Score -407948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -407948.625000 Penalty: 821.927490
	Iteration 69Q: 3 clusters Score -407948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -407948.625000 Penalty: 821.927490
	Iteration 70F: 3 clusters Score -407948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -330786.218750 Penalty: 405.835144
	Iteration 0F: 2 clusters Score -330786.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -325868.093750 Penalty: 811.670288
	Iteration 0F: 3 clusters Score -325868.1 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -327928.937500 Penalty: 811.670288
	Iteration 1F: 3 clusters Score -327928.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -328322.000000 Penalty: 811.670288
	Iteration 2F: 3 clusters Score -328322 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -328868.093750 Penalty: 811.670288
	Iteration 3F: 3 clusters Score -328868.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -329442.375000 Penalty: 811.670288
	Iteration 4F: 3 clusters Score -329442.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -329970.718750 Penalty: 811.670288
	Iteration 5F: 3 clusters Score -329970.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330398.187500 Penalty: 811.670288
	Iteration 6F: 3 clusters Score -330398.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -330650.718750 Penalty: 811.670288
	Iteration 7Q: 3 clusters Score -330650.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -330736.781250 Penalty: 811.670288
	Iteration 8Q: 3 clusters Score -330736.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -330760.218750 Penalty: 811.670288
	Iteration 9Q: 3 clusters Score -330760.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -330774.625000 Penalty: 811.670288
	Iteration 10Q: 3 clusters Score -330774.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330785.937500 Penalty: 811.670288
	Iteration 11Q: 3 clusters Score -330785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330793.906250 Penalty: 811.670288
	Iteration 12Q: 3 clusters Score -330793.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330795.906250 Penalty: 811.670288
	Iteration 13Q: 3 clusters Score -330795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -330798.250000 Penalty: 811.670288
	Iteration 14Q: 3 clusters Score -330798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -330800.406250 Penalty: 811.670288
	Iteration 15Q: 3 clusters Score -330800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330801.906250 Penalty: 811.670288
	Iteration 16Q: 3 clusters Score -330801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330803.468750 Penalty: 811.670288
	Iteration 17Q: 3 clusters Score -330803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330804.343750 Penalty: 811.670288
	Iteration 18Q: 3 clusters Score -330804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -330805.125000 Penalty: 811.670288
	Iteration 19Q: 3 clusters Score -330805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330804.750000 Penalty: 811.670288
	Iteration 20F: 3 clusters Score -330804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -330804.437500 Penalty: 811.670288
	Iteration 21Q: 3 clusters Score -330804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -330804.812500 Penalty: 811.670288
	Iteration 22Q: 3 clusters Score -330804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -330804.718750 Penalty: 811.670288
	Iteration 23Q: 3 clusters Score -330804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -330804.375000 Penalty: 811.670288
	Iteration 24Q: 3 clusters Score -330804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -330804.375000 Penalty: 811.670288
	Iteration 25F: 3 clusters Score -330804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 31741 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 349715 members 
Mstep: Class 20 contains 1301 members 
Entering Unmasked Estep 
Score: -46859732.000000 Penalty: 12671.912109
Splitting cluster 14 changes total score from -46856916.000000 to -46859732.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (84632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Entering Unmasked Estep 
Score: -3932451.250000 Penalty: 516.246094
	Iteration 0F: 2 clusters Score -3932451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -3875289.500000 Penalty: 1032.492188
	Iteration 0F: 3 clusters Score -3875290 nChanged 41324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -3899830.000000 Penalty: 1032.492188
	Iteration 1F: 3 clusters Score -3899830 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -3900595.500000 Penalty: 1032.492188
	Iteration 2Q: 3 clusters Score -3900596 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -3901656.750000 Penalty: 1032.492188
	Iteration 3Q: 3 clusters Score -3901657 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -3903239.750000 Penalty: 1032.492188
	Iteration 4Q: 3 clusters Score -3903240 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -3905907.000000 Penalty: 1032.492188
	Iteration 5F: 3 clusters Score -3905907 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -3910022.500000 Penalty: 1032.492188
	Iteration 6F: 3 clusters Score -3910022 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -3914185.500000 Penalty: 1032.492188
	Iteration 7F: 3 clusters Score -3914186 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -3916114.000000 Penalty: 1032.492188
	Iteration 8F: 3 clusters Score -3916114 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -3916587.500000 Penalty: 1032.492188
	Iteration 9Q: 3 clusters Score -3916588 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -3916683.750000 Penalty: 1032.492188
	Iteration 10Q: 3 clusters Score -3916684 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -3916743.000000 Penalty: 1032.492188
	Iteration 11Q: 3 clusters Score -3916743 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -3916786.500000 Penalty: 1032.492188
	Iteration 12Q: 3 clusters Score -3916786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -3916833.500000 Penalty: 1032.492188
	Iteration 13Q: 3 clusters Score -3916834 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -3916858.250000 Penalty: 1032.492188
	Iteration 14Q: 3 clusters Score -3916858 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -3916911.000000 Penalty: 1032.492188
	Iteration 15Q: 3 clusters Score -3916911 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -3916949.500000 Penalty: 1032.492188
	Iteration 16Q: 3 clusters Score -3916950 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -3917010.250000 Penalty: 1032.492188
	Iteration 17Q: 3 clusters Score -3917010 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -3917097.000000 Penalty: 1032.492188
	Iteration 18Q: 3 clusters Score -3917097 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -3917171.750000 Penalty: 1032.492188
	Iteration 19Q: 3 clusters Score -3917172 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -3917244.250000 Penalty: 1032.492188
	Iteration 20F: 3 clusters Score -3917244 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -3917381.500000 Penalty: 1032.492188
	Iteration 21Q: 3 clusters Score -3917382 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -3917492.250000 Penalty: 1032.492188
	Iteration 22Q: 3 clusters Score -3917492 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -3917652.500000 Penalty: 1032.492188
	Iteration 23Q: 3 clusters Score -3917652 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -3917818.250000 Penalty: 1032.492188
	Iteration 24Q: 3 clusters Score -3917818 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -3918015.500000 Penalty: 1032.492188
	Iteration 25Q: 3 clusters Score -3918016 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -3918223.000000 Penalty: 1032.492188
	Iteration 26Q: 3 clusters Score -3918223 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -3918522.750000 Penalty: 1032.492188
	Iteration 27Q: 3 clusters Score -3918523 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -3918861.750000 Penalty: 1032.492188
	Iteration 28Q: 3 clusters Score -3918862 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -3919264.750000 Penalty: 1032.492188
	Iteration 29Q: 3 clusters Score -3919265 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -3919728.750000 Penalty: 1032.492188
	Iteration 30Q: 3 clusters Score -3919729 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -3920247.500000 Penalty: 1032.492188
	Iteration 31Q: 3 clusters Score -3920248 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -3920857.750000 Penalty: 1032.492188
	Iteration 32Q: 3 clusters Score -3920858 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -3921537.250000 Penalty: 1032.492188
	Iteration 33Q: 3 clusters Score -3921537 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -3922309.500000 Penalty: 1032.492188
	Iteration 34Q: 3 clusters Score -3922310 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -3923066.000000 Penalty: 1032.492188
	Iteration 35Q: 3 clusters Score -3923066 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -3923837.500000 Penalty: 1032.492188
	Iteration 36Q: 3 clusters Score -3923838 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -3924631.000000 Penalty: 1032.492188
	Iteration 37Q: 3 clusters Score -3924631 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -3925426.000000 Penalty: 1032.492188
	Iteration 38Q: 3 clusters Score -3925426 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -3926216.500000 Penalty: 1032.492188
	Iteration 39Q: 3 clusters Score -3926216 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -3926988.250000 Penalty: 1032.492188
	Iteration 40F: 3 clusters Score -3926988 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -3927690.000000 Penalty: 1032.492188
	Iteration 41Q: 3 clusters Score -3927690 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -3928327.750000 Penalty: 1032.492188
	Iteration 42Q: 3 clusters Score -3928328 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -3928851.000000 Penalty: 1032.492188
	Iteration 43Q: 3 clusters Score -3928851 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -3929306.000000 Penalty: 1032.492188
	Iteration 44Q: 3 clusters Score -3929306 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -3929649.000000 Penalty: 1032.492188
	Iteration 45Q: 3 clusters Score -3929649 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -3929963.250000 Penalty: 1032.492188
	Iteration 46Q: 3 clusters Score -3929963 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -3930229.000000 Penalty: 1032.492188
	Iteration 47Q: 3 clusters Score -3930229 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -3930447.000000 Penalty: 1032.492188
	Iteration 48Q: 3 clusters Score -3930447 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -3930655.500000 Penalty: 1032.492188
	Iteration 49Q: 3 clusters Score -3930656 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -3930848.250000 Penalty: 1032.492188
	Iteration 50Q: 3 clusters Score -3930848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -3931026.500000 Penalty: 1032.492188
	Iteration 51Q: 3 clusters Score -3931026 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -3931172.250000 Penalty: 1032.492188
	Iteration 52Q: 3 clusters Score -3931172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -3931314.750000 Penalty: 1032.492188
	Iteration 53Q: 3 clusters Score -3931315 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -3931453.250000 Penalty: 1032.492188
	Iteration 54Q: 3 clusters Score -3931453 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -3931567.500000 Penalty: 1032.492188
	Iteration 55Q: 3 clusters Score -3931568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -3931663.750000 Penalty: 1032.492188
	Iteration 56Q: 3 clusters Score -3931664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -3931736.250000 Penalty: 1032.492188
	Iteration 57Q: 3 clusters Score -3931736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -3931775.000000 Penalty: 1032.492188
	Iteration 58Q: 3 clusters Score -3931775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -3931835.000000 Penalty: 1032.492188
	Iteration 59Q: 3 clusters Score -3931835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -3931871.500000 Penalty: 1032.492188
	Iteration 60F: 3 clusters Score -3931872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -3931894.500000 Penalty: 1032.492188
	Iteration 61Q: 3 clusters Score -3931894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -3931925.250000 Penalty: 1032.492188
	Iteration 62Q: 3 clusters Score -3931925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -3931938.250000 Penalty: 1032.492188
	Iteration 63Q: 3 clusters Score -3931938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -3931949.000000 Penalty: 1032.492188
	Iteration 64Q: 3 clusters Score -3931949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -3931951.250000 Penalty: 1032.492188
	Iteration 65Q: 3 clusters Score -3931951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -3931954.750000 Penalty: 1032.492188
	Iteration 66Q: 3 clusters Score -3931955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -3931959.000000 Penalty: 1032.492188
	Iteration 67Q: 3 clusters Score -3931959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -3931970.500000 Penalty: 1032.492188
	Iteration 68Q: 3 clusters Score -3931970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -3931981.000000 Penalty: 1032.492188
	Iteration 69Q: 3 clusters Score -3931981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -3931985.500000 Penalty: 1032.492188
	Iteration 70Q: 3 clusters Score -3931986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -3931990.250000 Penalty: 1032.492188
	Iteration 71Q: 3 clusters Score -3931990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -3931989.750000 Penalty: 1032.492188
	Iteration 72Q: 3 clusters Score -3931990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -3931991.250000 Penalty: 1032.492188
	Iteration 73Q: 3 clusters Score -3931991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -3931995.750000 Penalty: 1032.492188
	Iteration 74Q: 3 clusters Score -3931996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -3931995.750000 Penalty: 1032.492188
	Iteration 75Q: 3 clusters Score -3931996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -3931995.750000 Penalty: 1032.492188
	Iteration 76F: 3 clusters Score -3931996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -25058.845703 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -25058.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24565.259766 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -24565.26 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24675.445312 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -24675.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24694.865234 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -24694.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24703.757812 Penalty: 566.254456
	Iteration 3Q: 3 clusters Score -24703.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24710.626953 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -24710.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24715.619141 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -24715.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24720.968750 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -24720.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24725.865234 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -24725.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24730.214844 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -24730.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24731.025391 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -24731.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24731.851562 Penalty: 566.254456
	Iteration 10Q: 3 clusters Score -24731.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24732.382812 Penalty: 566.254456
	Iteration 11Q: 3 clusters Score -24732.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24732.705078 Penalty: 566.254456
	Iteration 12Q: 3 clusters Score -24732.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24732.705078 Penalty: 566.254456
	Iteration 13F: 3 clusters Score -24732.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (250852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250852 members 
Entering Unmasked Estep 
Score: -10894241.000000 Penalty: 565.684143
	Iteration 0F: 2 clusters Score -1.089424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 125442 members 
Entering Unmasked Estep 
Score: -10723481.000000 Penalty: 1131.368286
	Iteration 0F: 3 clusters Score -1.072348e+07 nChanged 123893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124223 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -10799800.000000 Penalty: 1131.368286
	Iteration 1F: 3 clusters Score -1.07998e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -10803684.000000 Penalty: 1131.368286
	Iteration 2Q: 3 clusters Score -1.080368e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -10810326.000000 Penalty: 1131.368286
	Iteration 3Q: 3 clusters Score -1.081033e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -10820799.000000 Penalty: 1131.368286
	Iteration 4F: 3 clusters Score -1.08208e+07 nChanged 16840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -10833709.000000 Penalty: 1131.368286
	Iteration 5F: 3 clusters Score -1.083371e+07 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -10843994.000000 Penalty: 1131.368286
	Iteration 6F: 3 clusters Score -1.084399e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -10848290.000000 Penalty: 1131.368286
	Iteration 7Q: 3 clusters Score -1.084829e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -10849685.000000 Penalty: 1131.368286
	Iteration 8Q: 3 clusters Score -1.084968e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 144881 members 
Entering Unmasked Estep 
Score: -10850633.000000 Penalty: 1131.368286
	Iteration 9Q: 3 clusters Score -1.085063e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -10851193.000000 Penalty: 1131.368286
	Iteration 10Q: 3 clusters Score -1.085119e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 148241 members 
Entering Unmasked Estep 
Score: -10852027.000000 Penalty: 1131.368286
	Iteration 11Q: 3 clusters Score -1.085203e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -10852934.000000 Penalty: 1131.368286
	Iteration 12Q: 3 clusters Score -1.085293e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -10853972.000000 Penalty: 1131.368286
	Iteration 13Q: 3 clusters Score -1.085397e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -10855117.000000 Penalty: 1131.368286
	Iteration 14Q: 3 clusters Score -1.085512e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -10856278.000000 Penalty: 1131.368286
	Iteration 15Q: 3 clusters Score -1.085628e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -10857627.000000 Penalty: 1131.368286
	Iteration 16Q: 3 clusters Score -1.085763e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -10858887.000000 Penalty: 1131.368286
	Iteration 17Q: 3 clusters Score -1.085889e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -10860190.000000 Penalty: 1131.368286
	Iteration 18Q: 3 clusters Score -1.086019e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -10861557.000000 Penalty: 1131.368286
	Iteration 19Q: 3 clusters Score -1.086156e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -10862674.000000 Penalty: 1131.368286
	Iteration 20F: 3 clusters Score -1.086267e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -10863631.000000 Penalty: 1131.368286
	Iteration 21Q: 3 clusters Score -1.086363e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -10864493.000000 Penalty: 1131.368286
	Iteration 22Q: 3 clusters Score -1.086449e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 169328 members 
Entering Unmasked Estep 
Score: -10865135.000000 Penalty: 1131.368286
	Iteration 23Q: 3 clusters Score -1.086514e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 170500 members 
Entering Unmasked Estep 
Score: -10865584.000000 Penalty: 1131.368286
	Iteration 24Q: 3 clusters Score -1.086558e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 171624 members 
Entering Unmasked Estep 
Score: -10865962.000000 Penalty: 1131.368286
	Iteration 25Q: 3 clusters Score -1.086596e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 172771 members 
Entering Unmasked Estep 
Score: -10866337.000000 Penalty: 1131.368286
	Iteration 26Q: 3 clusters Score -1.086634e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -10866747.000000 Penalty: 1131.368286
	Iteration 27Q: 3 clusters Score -1.086675e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -10867038.000000 Penalty: 1131.368286
	Iteration 28Q: 3 clusters Score -1.086704e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -10867376.000000 Penalty: 1131.368286
	Iteration 29Q: 3 clusters Score -1.086738e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -10867574.000000 Penalty: 1131.368286
	Iteration 30Q: 3 clusters Score -1.086757e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -10867840.000000 Penalty: 1131.368286
	Iteration 31Q: 3 clusters Score -1.086784e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -10868132.000000 Penalty: 1131.368286
	Iteration 32Q: 3 clusters Score -1.086813e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 181592 members 
Entering Unmasked Estep 
Score: -10868402.000000 Penalty: 1131.368286
	Iteration 33Q: 3 clusters Score -1.08684e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -10868748.000000 Penalty: 1131.368286
	Iteration 34Q: 3 clusters Score -1.086875e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -10869086.000000 Penalty: 1131.368286
	Iteration 35Q: 3 clusters Score -1.086909e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -10869405.000000 Penalty: 1131.368286
	Iteration 36Q: 3 clusters Score -1.08694e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 188956 members 
Entering Unmasked Estep 
Score: -10869832.000000 Penalty: 1131.368286
	Iteration 37Q: 3 clusters Score -1.086983e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 191198 members 
Entering Unmasked Estep 
Score: -10870276.000000 Penalty: 1131.368286
	Iteration 38Q: 3 clusters Score -1.087028e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 193717 members 
Entering Unmasked Estep 
Score: -10870752.000000 Penalty: 1131.368286
	Iteration 39Q: 3 clusters Score -1.087075e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 196381 members 
Entering Unmasked Estep 
Score: -10871309.000000 Penalty: 1131.368286
	Iteration 40F: 3 clusters Score -1.087131e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 199286 members 
Entering Unmasked Estep 
Score: -10871921.000000 Penalty: 1131.368286
	Iteration 41Q: 3 clusters Score -1.087192e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 202464 members 
Entering Unmasked Estep 
Score: -10872752.000000 Penalty: 1131.368286
	Iteration 42Q: 3 clusters Score -1.087275e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 205736 members 
Entering Unmasked Estep 
Score: -10873620.000000 Penalty: 1131.368286
	Iteration 43Q: 3 clusters Score -1.087362e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -10874545.000000 Penalty: 1131.368286
	Iteration 44Q: 3 clusters Score -1.087454e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 212991 members 
Entering Unmasked Estep 
Score: -10875814.000000 Penalty: 1131.368286
	Iteration 45Q: 3 clusters Score -1.087581e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 216942 members 
Entering Unmasked Estep 
Score: -10877188.000000 Penalty: 1131.368286
	Iteration 46Q: 3 clusters Score -1.087719e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 220971 members 
Entering Unmasked Estep 
Score: -10878705.000000 Penalty: 1131.368286
	Iteration 47Q: 3 clusters Score -1.08787e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 225003 members 
Entering Unmasked Estep 
Score: -10880342.000000 Penalty: 1131.368286
	Iteration 48Q: 3 clusters Score -1.088034e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 229090 members 
Entering Unmasked Estep 
Score: -10882089.000000 Penalty: 1131.368286
	Iteration 49Q: 3 clusters Score -1.088209e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 232907 members 
Entering Unmasked Estep 
Score: -10883819.000000 Penalty: 1131.368286
	Iteration 50Q: 3 clusters Score -1.088382e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 236518 members 
Entering Unmasked Estep 
Score: -10885615.000000 Penalty: 1131.368286
	Iteration 51Q: 3 clusters Score -1.088562e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 239764 members 
Entering Unmasked Estep 
Score: -10887314.000000 Penalty: 1131.368286
	Iteration 52Q: 3 clusters Score -1.088731e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 242571 members 
Entering Unmasked Estep 
Score: -10888818.000000 Penalty: 1131.368286
	Iteration 53Q: 3 clusters Score -1.088882e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 244928 members 
Entering Unmasked Estep 
Score: -10890147.000000 Penalty: 1131.368286
	Iteration 54Q: 3 clusters Score -1.089015e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 246798 members 
Entering Unmasked Estep 
Score: -10891328.000000 Penalty: 1131.368286
	Iteration 55Q: 3 clusters Score -1.089133e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 248061 members 
Entering Unmasked Estep 
Score: -10892103.000000 Penalty: 1131.368286
	Iteration 56Q: 3 clusters Score -1.08921e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 248973 members 
Entering Unmasked Estep 
Score: -10892703.000000 Penalty: 1131.368286
	Iteration 57Q: 3 clusters Score -1.08927e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 249565 members 
Entering Unmasked Estep 
Score: -10893043.000000 Penalty: 1131.368286
	Iteration 58Q: 3 clusters Score -1.089304e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 249961 members 
Entering Unmasked Estep 
Score: -10893302.000000 Penalty: 1131.368286
	Iteration 59Q: 3 clusters Score -1.08933e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 250193 members 
Entering Unmasked Estep 
Score: -10893462.000000 Penalty: 1131.368286
	Iteration 60F: 3 clusters Score -1.089346e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 250342 members 
Entering Unmasked Estep 
Score: -10893560.000000 Penalty: 1131.368286
	Iteration 61Q: 3 clusters Score -1.089356e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 250452 members 
Entering Unmasked Estep 
Score: -10893632.000000 Penalty: 1131.368286
	Iteration 62Q: 3 clusters Score -1.089363e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 250524 members 
Entering Unmasked Estep 
Score: -10893676.000000 Penalty: 1131.368286
	Iteration 63Q: 3 clusters Score -1.089368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250573 members 
Entering Unmasked Estep 
Score: -10893697.000000 Penalty: 1131.368286
	Iteration 64Q: 3 clusters Score -1.08937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 250610 members 
Entering Unmasked Estep 
Score: -10893715.000000 Penalty: 1131.368286
	Iteration 65Q: 3 clusters Score -1.089372e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 250630 members 
Entering Unmasked Estep 
Score: -10893724.000000 Penalty: 1131.368286
	Iteration 66Q: 3 clusters Score -1.089372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 250641 members 
Entering Unmasked Estep 
Score: -10893733.000000 Penalty: 1131.368286
	Iteration 67Q: 3 clusters Score -1.089373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250649 members 
Entering Unmasked Estep 
Score: -10893724.000000 Penalty: 1131.368286
	Iteration 68Q: 3 clusters Score -1.089372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250653 members 
Entering Unmasked Estep 
Score: -10893725.000000 Penalty: 1131.368286
	Iteration 69Q: 3 clusters Score -1.089372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250655 members 
Entering Unmasked Estep 
Score: -10893734.000000 Penalty: 1131.368286
	Iteration 70Q: 3 clusters Score -1.089373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250659 members 
Entering Unmasked Estep 
Score: -10893732.000000 Penalty: 1131.368286
	Iteration 71Q: 3 clusters Score -1.089373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250659 members 
Entering Unmasked Estep 
Score: -10893734.000000 Penalty: 1131.368286
	Iteration 72Q: 3 clusters Score -1.089373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 250662 members 
Entering Unmasked Estep 
Score: -10893740.000000 Penalty: 1131.368286
	Iteration 73Q: 3 clusters Score -1.089374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250668 members 
Entering Unmasked Estep 
Score: -10893749.000000 Penalty: 1131.368286
	Iteration 74Q: 3 clusters Score -1.089375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250677 members 
Entering Unmasked Estep 
Score: -10893763.000000 Penalty: 1131.368286
	Iteration 75Q: 3 clusters Score -1.089376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 250686 members 
Entering Unmasked Estep 
Score: -10893767.000000 Penalty: 1131.368286
	Iteration 76Q: 3 clusters Score -1.089377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250689 members 
Entering Unmasked Estep 
Score: -10893773.000000 Penalty: 1131.368286
	Iteration 77Q: 3 clusters Score -1.089377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250692 members 
Entering Unmasked Estep 
Score: -10893770.000000 Penalty: 1131.368286
	Iteration 78Q: 3 clusters Score -1.089377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 250694 members 
Entering Unmasked Estep 
Score: -10893772.000000 Penalty: 1131.368286
	Iteration 79Q: 3 clusters Score -1.089377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250692 members 
Entering Unmasked Estep 
Score: -10893771.000000 Penalty: 1131.368286
	Iteration 80F: 3 clusters Score -1.089377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -843573.312500 Penalty: 450.547211
	Iteration 0F: 2 clusters Score -843573.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -830264.062500 Penalty: 901.094421
	Iteration 0F: 3 clusters Score -830264.1 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -837045.375000 Penalty: 901.094421
	Iteration 1F: 3 clusters Score -837045.4 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -838793.625000 Penalty: 901.094421
	Iteration 2F: 3 clusters Score -838793.6 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -840848.937500 Penalty: 901.094421
	Iteration 3F: 3 clusters Score -840848.9 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -842791.812500 Penalty: 901.094421
	Iteration 4F: 3 clusters Score -842791.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -844110.875000 Penalty: 901.094421
	Iteration 5F: 3 clusters Score -844110.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -844818.250000 Penalty: 901.094421
	Iteration 6Q: 3 clusters Score -844818.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -845102.687500 Penalty: 901.094421
	Iteration 7Q: 3 clusters Score -845102.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -845169.125000 Penalty: 901.094421
	Iteration 8Q: 3 clusters Score -845169.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -845202.750000 Penalty: 901.094421
	Iteration 9Q: 3 clusters Score -845202.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -845230.312500 Penalty: 901.094421
	Iteration 10Q: 3 clusters Score -845230.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -845241.937500 Penalty: 901.094421
	Iteration 11Q: 3 clusters Score -845241.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -845247.375000 Penalty: 901.094421
	Iteration 12Q: 3 clusters Score -845247.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -845255.500000 Penalty: 901.094421
	Iteration 13Q: 3 clusters Score -845255.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -845265.750000 Penalty: 901.094421
	Iteration 14Q: 3 clusters Score -845265.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -845269.187500 Penalty: 901.094421
	Iteration 15Q: 3 clusters Score -845269.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -845276.687500 Penalty: 901.094421
	Iteration 16Q: 3 clusters Score -845276.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -845282.187500 Penalty: 901.094421
	Iteration 17Q: 3 clusters Score -845282.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -845287.875000 Penalty: 901.094421
	Iteration 18Q: 3 clusters Score -845287.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -845290.625000 Penalty: 901.094421
	Iteration 19Q: 3 clusters Score -845290.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -845289.750000 Penalty: 901.094421
	Iteration 20F: 3 clusters Score -845289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -845296.000000 Penalty: 901.094421
	Iteration 21Q: 3 clusters Score -845296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -845301.125000 Penalty: 901.094421
	Iteration 22Q: 3 clusters Score -845301.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -845303.937500 Penalty: 901.094421
	Iteration 23Q: 3 clusters Score -845303.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -845307.250000 Penalty: 901.094421
	Iteration 24Q: 3 clusters Score -845307.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -845308.000000 Penalty: 901.094421
	Iteration 25Q: 3 clusters Score -845308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -845312.000000 Penalty: 901.094421
	Iteration 26Q: 3 clusters Score -845312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -845311.812500 Penalty: 901.094421
	Iteration 27Q: 3 clusters Score -845311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -845314.937500 Penalty: 901.094421
	Iteration 28Q: 3 clusters Score -845314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -845318.187500 Penalty: 901.094421
	Iteration 29Q: 3 clusters Score -845318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -845319.187500 Penalty: 901.094421
	Iteration 30Q: 3 clusters Score -845319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -845319.000000 Penalty: 901.094421
	Iteration 31Q: 3 clusters Score -845319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -845319.375000 Penalty: 901.094421
	Iteration 32Q: 3 clusters Score -845319.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -845320.937500 Penalty: 901.094421
	Iteration 33Q: 3 clusters Score -845320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -845320.875000 Penalty: 901.094421
	Iteration 34Q: 3 clusters Score -845320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -845322.750000 Penalty: 901.094421
	Iteration 35Q: 3 clusters Score -845322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -845321.562500 Penalty: 901.094421
	Iteration 36Q: 3 clusters Score -845321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -845321.500000 Penalty: 901.094421
	Iteration 37Q: 3 clusters Score -845321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -845320.437500 Penalty: 901.094421
	Iteration 38Q: 3 clusters Score -845320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -845320.437500 Penalty: 901.094421
	Iteration 39F: 3 clusters Score -845320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 31741 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 15808 members 
Mstep: Class 19 contains 349715 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 4165 members 
Entering Unmasked Estep 
Score: -46861484.000000 Penalty: 13305.507812
Splitting cluster 18 changes total score from -46856916.000000 to -46861484.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 84632 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 250852 members 
Mstep: Class 18 contains 15808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46862748.000000 Penalty: 13305.507812
Iteration 79Q: 22 clusters Score -4.686275e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 158704 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 108279 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 26025 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 31447 members 
Mstep: Class 12 contains 1394 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 84652 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 253212 members 
Mstep: Class 18 contains 15470 members 
Mstep: Class 19 contains 348473 members 
Mstep: Class 20 contains 1275 members 
Mstep: Class 21 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46864352.000000 Penalty: 13305.507812
Iteration 80F: 22 clusters Score -4.686435e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 158663 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 106166 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 25903 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 32286 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 6535 members 
Mstep: Class 15 contains 84422 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 254686 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 348425 members 
Mstep: Class 20 contains 1318 members 
Mstep: Class 21 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46864924.000000 Penalty: 13305.507812
Iteration 81Q: 22 clusters Score -4.686492e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 158678 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 104068 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 25807 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 32967 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 84245 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 256241 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 348172 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46865820.000000 Penalty: 13305.507812
Iteration 82Q: 22 clusters Score -4.686582e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 158733 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 101988 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 25696 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 33597 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 84167 members 
Mstep: Class 16 contains 484 members 
Mstep: Class 17 contains 257727 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 347855 members 
Mstep: Class 20 contains 1396 members 
Mstep: Class 21 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46866476.000000 Penalty: 13305.507812
Iteration 83Q: 22 clusters Score -4.686648e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 158848 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 99950 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 25620 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 730 members 
Mstep: Class 11 contains 34223 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 84041 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 259154 members 
Mstep: Class 18 contains 15084 members 
Mstep: Class 19 contains 347488 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46867112.000000 Penalty: 13305.507812
Iteration 84Q: 22 clusters Score -4.686711e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 158942 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 97907 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 6300 members 
Mstep: Class 8 contains 25538 members 
Mstep: Class 9 contains 10993 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 34845 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 8791 members 
Mstep: Class 14 contains 6932 members 
Mstep: Class 15 contains 83926 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 260548 members 
Mstep: Class 18 contains 15023 members 
Mstep: Class 19 contains 347194 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46867420.000000 Penalty: 13305.507812
Iteration 85Q: 22 clusters Score -4.686742e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 159094 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 95902 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 25473 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 35456 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 83813 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 261932 members 
Mstep: Class 18 contains 14954 members 
Mstep: Class 19 contains 346914 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46868192.000000 Penalty: 13305.507812
Iteration 86Q: 22 clusters Score -4.686819e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 159174 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 93922 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 25399 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 8924 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 15 contains 83610 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 263430 members 
Mstep: Class 18 contains 14890 members 
Mstep: Class 19 contains 346616 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46868656.000000 Penalty: 13305.507812
Iteration 87Q: 22 clusters Score -4.686866e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 159255 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 91969 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 25306 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 36656 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 8992 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 83466 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 264919 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 346254 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46869228.000000 Penalty: 13305.507812
Iteration 88Q: 22 clusters Score -4.686923e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 159284 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 89989 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 25250 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 37266 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 14 contains 7167 members 
Mstep: Class 15 contains 83341 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 266472 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 345916 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46870156.000000 Penalty: 13305.507812
Iteration 89Q: 22 clusters Score -4.687016e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 159323 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 88048 members 
Mstep: Class 6 contains 7629 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 25207 members 
Mstep: Class 9 contains 11446 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 37868 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 83112 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 268092 members 
Mstep: Class 18 contains 14748 members 
Mstep: Class 19 contains 345647 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46870720.000000 Penalty: 13305.507812
Iteration 90Q: 22 clusters Score -4.687072e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 159406 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 86115 members 
Mstep: Class 6 contains 7654 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 25165 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 38460 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 9087 members 
Mstep: Class 14 contains 7239 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 269693 members 
Mstep: Class 18 contains 14704 members 
Mstep: Class 19 contains 345378 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46871264.000000 Penalty: 13305.507812
Iteration 91Q: 22 clusters Score -4.687126e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 159427 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 84283 members 
Mstep: Class 6 contains 7683 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 25129 members 
Mstep: Class 9 contains 11622 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 39002 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 14 contains 7279 members 
Mstep: Class 15 contains 82578 members 
Mstep: Class 16 contains 455 members 
Mstep: Class 17 contains 271363 members 
Mstep: Class 18 contains 14669 members 
Mstep: Class 19 contains 345086 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46872036.000000 Penalty: 13305.507812
Iteration 92Q: 22 clusters Score -4.687204e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 159435 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 82383 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 6046 members 
Mstep: Class 8 contains 25089 members 
Mstep: Class 9 contains 11703 members 
Mstep: Class 10 contains 872 members 
Mstep: Class 11 contains 39520 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 82316 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 273091 members 
Mstep: Class 18 contains 14631 members 
Mstep: Class 19 contains 344813 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46872532.000000 Penalty: 13305.507812
Iteration 93Q: 22 clusters Score -4.687253e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 159447 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 80485 members 
Mstep: Class 6 contains 7749 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 25035 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 40048 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 82067 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 274814 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 344500 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46872888.000000 Penalty: 13305.507812
Iteration 94Q: 22 clusters Score -4.687289e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 159438 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 78612 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 24981 members 
Mstep: Class 9 contains 11882 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 40564 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 9259 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 81744 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 276633 members 
Mstep: Class 18 contains 14560 members 
Mstep: Class 19 contains 344201 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46873188.000000 Penalty: 13305.507812
Iteration 95Q: 22 clusters Score -4.687319e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 3 contains 159386 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 76850 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 24958 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 41055 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 9289 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 81433 members 
Mstep: Class 16 contains 428 members 
Mstep: Class 17 contains 278308 members 
Mstep: Class 18 contains 14520 members 
Mstep: Class 19 contains 343980 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 632.954773 but Gain 633.595703
Score: -46873616.000000 Penalty: 12671.912109
Iteration 96Q: 21 clusters Score -4.687362e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 159359 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 75203 members 
Mstep: Class 6 contains 7890 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 25006 members 
Mstep: Class 9 contains 12053 members 
Mstep: Class 10 contains 914 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 7415 members 
Mstep: Class 15 contains 81074 members 
Mstep: Class 17 contains 280212 members 
Mstep: Class 18 contains 14499 members 
Mstep: Class 19 contains 343815 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874412.000000 Penalty: 12671.912109
Iteration 97Q: 21 clusters Score -4.687441e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 159277 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 73621 members 
Mstep: Class 6 contains 7935 members 
Mstep: Class 7 contains 5950 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 12128 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 42089 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 80665 members 
Mstep: Class 17 contains 281954 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 343605 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874928.000000 Penalty: 12671.912109
Iteration 98Q: 21 clusters Score -4.687493e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 159255 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 72072 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 5898 members 
Mstep: Class 8 contains 24907 members 
Mstep: Class 9 contains 12211 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 80243 members 
Mstep: Class 17 contains 283642 members 
Mstep: Class 18 contains 14470 members 
Mstep: Class 19 contains 343398 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875748.000000 Penalty: 12671.912109
Iteration 99Q: 21 clusters Score -4.687575e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 159147 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 70563 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 24825 members 
Mstep: Class 9 contains 12297 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 7431 members 
Mstep: Class 15 contains 79816 members 
Mstep: Class 17 contains 285340 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 343183 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46876548.000000 Penalty: 12671.912109
Iteration 100F: 21 clusters Score -4.687655e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 158916 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 69096 members 
Mstep: Class 6 contains 8039 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 12389 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 43723 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 79297 members 
Mstep: Class 17 contains 287137 members 
Mstep: Class 18 contains 14441 members 
Mstep: Class 19 contains 342983 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 21 clusters Score -4.687715e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 158697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 5743 members 
Mstep: Class 8 contains 24673 members 
Mstep: Class 9 contains 12488 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 44274 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 14 contains 7463 members 
Mstep: Class 15 contains 78697 members 
Mstep: Class 17 contains 289053 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 342799 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -4.687772e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 158404 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 66330 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 12598 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 44868 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 9032 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 78082 members 
Mstep: Class 17 contains 290995 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 342586 members 
Mstep: Class 20 contains 1403 members 
Mstep: Class 21 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46878536.000000 Penalty: 12671.912109
Iteration 103Q: 21 clusters Score -4.687854e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 157999 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 24517 members 
Mstep: Class 9 contains 12738 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 45451 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 77513 members 
Mstep: Class 17 contains 292893 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 342367 members 
Mstep: Class 20 contains 1407 members 
Mstep: Class 21 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46878680.000000 Penalty: 12671.912109
Iteration 104Q: 21 clusters Score -4.687868e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 157541 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 63786 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 24435 members 
Mstep: Class 9 contains 12877 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 46027 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 7462 members 
Mstep: Class 15 contains 76891 members 
Mstep: Class 17 contains 294914 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 342127 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46879180.000000 Penalty: 12671.912109
Iteration 105Q: 21 clusters Score -4.687918e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 157014 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 62590 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 24360 members 
Mstep: Class 9 contains 13016 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 46566 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 8917 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 76311 members 
Mstep: Class 17 contains 297038 members 
Mstep: Class 18 contains 14370 members 
Mstep: Class 19 contains 341788 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46879504.000000 Penalty: 12671.912109
Iteration 106Q: 21 clusters Score -4.68795e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 156529 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 61389 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 24264 members 
Mstep: Class 9 contains 13140 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 647 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 75581 members 
Mstep: Class 17 contains 299229 members 
Mstep: Class 18 contains 14365 members 
Mstep: Class 19 contains 341566 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880088.000000 Penalty: 12671.912109
Iteration 107Q: 21 clusters Score -4.688009e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 155904 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 60277 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 24160 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 47623 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 8766 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 74817 members 
Mstep: Class 17 contains 301426 members 
Mstep: Class 18 contains 14362 members 
Mstep: Class 19 contains 341427 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880096.000000 Penalty: 12671.912109
Iteration 108Q: 21 clusters Score -4.68801e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 155322 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 59209 members 
Mstep: Class 6 contains 8378 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 24074 members 
Mstep: Class 9 contains 13399 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 48173 members 
Mstep: Class 12 contains 631 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 74043 members 
Mstep: Class 17 contains 303536 members 
Mstep: Class 18 contains 14354 members 
Mstep: Class 19 contains 341322 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880692.000000 Penalty: 12671.912109
Iteration 109Q: 21 clusters Score -4.688069e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 154713 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 58166 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 24005 members 
Mstep: Class 9 contains 13524 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 48711 members 
Mstep: Class 12 contains 626 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 73314 members 
Mstep: Class 17 contains 305547 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 341266 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880920.000000 Penalty: 12671.912109
Iteration 110Q: 21 clusters Score -4.688092e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 154175 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 57121 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 23955 members 
Mstep: Class 9 contains 13644 members 
Mstep: Class 10 contains 1003 members 
Mstep: Class 11 contains 49300 members 
Mstep: Class 12 contains 621 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 7371 members 
Mstep: Class 15 contains 72597 members 
Mstep: Class 17 contains 307509 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 341141 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881328.000000 Penalty: 12671.912109
Iteration 111Q: 21 clusters Score -4.688133e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 153718 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 56138 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 23929 members 
Mstep: Class 9 contains 13772 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 8099 members 
Mstep: Class 14 contains 7366 members 
Mstep: Class 15 contains 71880 members 
Mstep: Class 17 contains 309239 members 
Mstep: Class 18 contains 14316 members 
Mstep: Class 19 contains 341081 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881368.000000 Penalty: 12671.912109
Iteration 112Q: 21 clusters Score -4.688137e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 153245 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 55207 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 23894 members 
Mstep: Class 9 contains 13917 members 
Mstep: Class 10 contains 1008 members 
Mstep: Class 11 contains 50586 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 71153 members 
Mstep: Class 17 contains 310895 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 341003 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881680.000000 Penalty: 12671.912109
Iteration 113Q: 21 clusters Score -4.688168e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 152775 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 54279 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 23865 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 51288 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 70481 members 
Mstep: Class 17 contains 312428 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 340962 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881880.000000 Penalty: 12671.912109
Iteration 114Q: 21 clusters Score -4.688188e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 152296 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 53459 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 23839 members 
Mstep: Class 9 contains 14223 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 52029 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 69758 members 
Mstep: Class 17 contains 313781 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 340995 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881808.000000 Penalty: 12671.912109
Iteration 115Q: 21 clusters Score -4.688181e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 151864 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 52619 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 23822 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 52730 members 
Mstep: Class 12 contains 568 members 
Mstep: Class 13 contains 7247 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 68993 members 
Mstep: Class 17 contains 315083 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 341085 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 21 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881756.000000 Penalty: 12671.912109
Iteration 116Q: 21 clusters Score -4.688176e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 151455 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 51870 members 
Mstep: Class 6 contains 8891 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 23809 members 
Mstep: Class 9 contains 14484 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 53386 members 
Mstep: Class 12 contains 565 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 68321 members 
Mstep: Class 17 contains 316264 members 
Mstep: Class 18 contains 14198 members 
Mstep: Class 19 contains 341206 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881772.000000 Penalty: 12671.912109
Iteration 117Q: 21 clusters Score -4.688177e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 151088 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 51131 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 23798 members 
Mstep: Class 9 contains 14612 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 54072 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 67694 members 
Mstep: Class 17 contains 317313 members 
Mstep: Class 18 contains 14179 members 
Mstep: Class 19 contains 341335 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46882060.000000 Penalty: 12671.912109
Iteration 118Q: 21 clusters Score -4.688206e+07 nChanged 6273
Entering ConstructFrom: 
Score: -46882060.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (41192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Entering Unmasked Estep 
Score: -1672827.500000 Penalty: 483.482971
	Iteration 0F: 2 clusters Score -1672828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1645417.125000 Penalty: 966.965942
	Iteration 0F: 3 clusters Score -1645417 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1658083.625000 Penalty: 966.965942
	Iteration 1F: 3 clusters Score -1658084 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1659412.875000 Penalty: 966.965942
	Iteration 2F: 3 clusters Score -1659413 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1661220.875000 Penalty: 966.965942
	Iteration 3F: 3 clusters Score -1661221 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1663489.625000 Penalty: 966.965942
	Iteration 4F: 3 clusters Score -1663490 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1665610.750000 Penalty: 966.965942
	Iteration 5F: 3 clusters Score -1665611 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1666565.000000 Penalty: 966.965942
	Iteration 6F: 3 clusters Score -1666565 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1666837.000000 Penalty: 966.965942
	Iteration 7Q: 3 clusters Score -1666837 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1666932.875000 Penalty: 966.965942
	Iteration 8Q: 3 clusters Score -1666933 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1666975.375000 Penalty: 966.965942
	Iteration 9Q: 3 clusters Score -1666975 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1667012.000000 Penalty: 966.965942
	Iteration 10Q: 3 clusters Score -1667012 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -1667041.000000 Penalty: 966.965942
	Iteration 11Q: 3 clusters Score -1667041 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1667080.250000 Penalty: 966.965942
	Iteration 12Q: 3 clusters Score -1667080 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1667104.875000 Penalty: 966.965942
	Iteration 13Q: 3 clusters Score -1667105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1667145.000000 Penalty: 966.965942
	Iteration 14Q: 3 clusters Score -1667145 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1667180.375000 Penalty: 966.965942
	Iteration 15Q: 3 clusters Score -1667180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1667194.625000 Penalty: 966.965942
	Iteration 16Q: 3 clusters Score -1667195 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1667224.250000 Penalty: 966.965942
	Iteration 17Q: 3 clusters Score -1667224 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1667238.375000 Penalty: 966.965942
	Iteration 18Q: 3 clusters Score -1667238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1667250.250000 Penalty: 966.965942
	Iteration 19Q: 3 clusters Score -1667250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1667282.375000 Penalty: 966.965942
	Iteration 20F: 3 clusters Score -1667282 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1667303.875000 Penalty: 966.965942
	Iteration 21Q: 3 clusters Score -1667304 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1667318.500000 Penalty: 966.965942
	Iteration 22Q: 3 clusters Score -1667318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1667337.000000 Penalty: 966.965942
	Iteration 23Q: 3 clusters Score -1667337 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1667378.875000 Penalty: 966.965942
	Iteration 24Q: 3 clusters Score -1667379 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1667428.375000 Penalty: 966.965942
	Iteration 25Q: 3 clusters Score -1667428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1667466 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1667528.000000 Penalty: 966.965942
	Iteration 27Q: 3 clusters Score -1667528 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1667603 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1667682.875000 Penalty: 966.965942
	Iteration 29Q: 3 clusters Score -1667683 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1667777.000000 Penalty: 966.965942
	Iteration 30Q: 3 clusters Score -1667777 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1667885.750000 Penalty: 966.965942
	Iteration 31Q: 3 clusters Score -1667886 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -1667972.625000 Penalty: 966.965942
	Iteration 32Q: 3 clusters Score -1667973 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -1668064.625000 Penalty: 966.965942
	Iteration 33Q: 3 clusters Score -1668065 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1668137.000000 Penalty: 966.965942
	Iteration 34Q: 3 clusters Score -1668137 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -1668204.250000 Penalty: 966.965942
	Iteration 35Q: 3 clusters Score -1668204 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -1668279.875000 Penalty: 966.965942
	Iteration 36Q: 3 clusters Score -1668280 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -1668354.250000 Penalty: 966.965942
	Iteration 37Q: 3 clusters Score -1668354 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -1668424.375000 Penalty: 966.965942
	Iteration 38Q: 3 clusters Score -1668424 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1668491.375000 Penalty: 966.965942
	Iteration 39Q: 3 clusters Score -1668491 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1668554.250000 Penalty: 966.965942
	Iteration 40F: 3 clusters Score -1668554 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -1668616.000000 Penalty: 966.965942
	Iteration 41Q: 3 clusters Score -1668616 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -1668668.250000 Penalty: 966.965942
	Iteration 42Q: 3 clusters Score -1668668 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -1668713.125000 Penalty: 966.965942
	Iteration 43Q: 3 clusters Score -1668713 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -1668769.500000 Penalty: 966.965942
	Iteration 44Q: 3 clusters Score -1668770 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -1668812.375000 Penalty: 966.965942
	Iteration 45Q: 3 clusters Score -1668812 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -1668856.250000 Penalty: 966.965942
	Iteration 46Q: 3 clusters Score -1668856 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -1668894.875000 Penalty: 966.965942
	Iteration 47Q: 3 clusters Score -1668895 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -1668953.250000 Penalty: 966.965942
	Iteration 48Q: 3 clusters Score -1668953 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -1669001.250000 Penalty: 966.965942
	Iteration 49Q: 3 clusters Score -1669001 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -1669053.750000 Penalty: 966.965942
	Iteration 50Q: 3 clusters Score -1669054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -1669103.875000 Penalty: 966.965942
	Iteration 51Q: 3 clusters Score -1669104 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -1669151.000000 Penalty: 966.965942
	Iteration 52Q: 3 clusters Score -1669151 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -1669206.625000 Penalty: 966.965942
	Iteration 53Q: 3 clusters Score -1669207 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1669263 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -1669315.250000 Penalty: 966.965942
	Iteration 55Q: 3 clusters Score -1669315 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1669382 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1669456 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -1669532.250000 Penalty: 966.965942
	Iteration 58Q: 3 clusters Score -1669532 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1669613 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -1669678.625000 Penalty: 966.965942
	Iteration 60F: 3 clusters Score -1669679 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -1669744.125000 Penalty: 966.965942
	Iteration 61Q: 3 clusters Score -1669744 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1669805 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1669880 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -1669970.000000 Penalty: 966.965942
	Iteration 64Q: 3 clusters Score -1669970 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -1670040.250000 Penalty: 966.965942
	Iteration 65Q: 3 clusters Score -1670040 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -1670133.875000 Penalty: 966.965942
	Iteration 66Q: 3 clusters Score -1670134 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -1670210.875000 Penalty: 966.965942
	Iteration 67Q: 3 clusters Score -1670211 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -1670301.750000 Penalty: 966.965942
	Iteration 68Q: 3 clusters Score -1670302 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -1670410.875000 Penalty: 966.965942
	Iteration 69Q: 3 clusters Score -1670411 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -1670520.500000 Penalty: 966.965942
	Iteration 70Q: 3 clusters Score -1670520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -1670638.250000 Penalty: 966.965942
	Iteration 71Q: 3 clusters Score -1670638 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -1670793.875000 Penalty: 966.965942
	Iteration 72Q: 3 clusters Score -1670794 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -1670962.125000 Penalty: 966.965942
	Iteration 73Q: 3 clusters Score -1670962 nChanged 453
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Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -1671145.625000 Penalty: 966.965942
	Iteration 74Q: 3 clusters Score -1671146 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -1671319.250000 Penalty: 966.965942
	Iteration 75Q: 3 clusters Score -1671319 nChanged 402
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1671488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -1671650.375000 Penalty: 966.965942
	Iteration 77Q: 3 clusters Score -1671650 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1671798 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -1671923.250000 Penalty: 966.965942
	Iteration 79Q: 3 clusters Score -1671923 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -1672051.875000 Penalty: 966.965942
	Iteration 80F: 3 clusters Score -1672052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -1672148.375000 Penalty: 966.965942
	Iteration 81Q: 3 clusters Score -1672148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1672247 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -1672313.500000 Penalty: 966.965942
	Iteration 83Q: 3 clusters Score -1672314 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -1672394.250000 Penalty: 966.965942
	Iteration 84Q: 3 clusters Score -1672394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -1672480.500000 Penalty: 966.965942
	Iteration 85Q: 3 clusters Score -1672480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1672599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -1672716.250000 Penalty: 966.965942
	Iteration 87Q: 3 clusters Score -1672716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -1672797.000000 Penalty: 966.965942
	Iteration 88Q: 3 clusters Score -1672797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -1672855.875000 Penalty: 966.965942
	Iteration 89Q: 3 clusters Score -1672856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -1672900.125000 Penalty: 966.965942
	Iteration 90Q: 3 clusters Score -1672900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -1672927.375000 Penalty: 966.965942
	Iteration 91Q: 3 clusters Score -1672927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -1672958.125000 Penalty: 966.965942
	Iteration 92Q: 3 clusters Score -1672958 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -1672975.125000 Penalty: 966.965942
	Iteration 93Q: 3 clusters Score -1672975 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -1672986.500000 Penalty: 966.965942
	Iteration 94Q: 3 clusters Score -1672986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -1672989.625000 Penalty: 966.965942
	Iteration 95Q: 3 clusters Score -1672990 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -1672997.625000 Penalty: 966.965942
	Iteration 96Q: 3 clusters Score -1672998 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -1673007.000000 Penalty: 966.965942
	Iteration 97Q: 3 clusters Score -1673007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -1673013.750000 Penalty: 966.965942
	Iteration 98Q: 3 clusters Score -1673014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -1673016.250000 Penalty: 966.965942
	Iteration 99Q: 3 clusters Score -1673016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -1673029.500000 Penalty: 966.965942
	Iteration 100F: 3 clusters Score -1673030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -1673042.500000 Penalty: 966.965942
	Iteration 101Q: 3 clusters Score -1673042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -1673046.375000 Penalty: 966.965942
	Iteration 102Q: 3 clusters Score -1673046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -1673049.375000 Penalty: 966.965942
	Iteration 103Q: 3 clusters Score -1673049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -1673052.625000 Penalty: 966.965942
	Iteration 104Q: 3 clusters Score -1673053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -1673054.375000 Penalty: 966.965942
	Iteration 105Q: 3 clusters Score -1673054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -1673056.750000 Penalty: 966.965942
	Iteration 106Q: 3 clusters Score -1673057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -1673060.000000 Penalty: 966.965942
	Iteration 107Q: 3 clusters Score -1673060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -1673060.250000 Penalty: 966.965942
	Iteration 108Q: 3 clusters Score -1673060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -1673060.625000 Penalty: 966.965942
	Iteration 109Q: 3 clusters Score -1673061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -1673063.750000 Penalty: 966.965942
	Iteration 110Q: 3 clusters Score -1673064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -1673062.625000 Penalty: 966.965942
	Iteration 111Q: 3 clusters Score -1673063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -1673065.125000 Penalty: 966.965942
	Iteration 112Q: 3 clusters Score -1673065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -1673062.125000 Penalty: 966.965942
	Iteration 113Q: 3 clusters Score -1673062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -1673062.875000 Penalty: 966.965942
	Iteration 114Q: 3 clusters Score -1673063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -1673065.000000 Penalty: 966.965942
	Iteration 115Q: 3 clusters Score -1673065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -1673067.000000 Penalty: 966.965942
	Iteration 116Q: 3 clusters Score -1673067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -1673067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 40276 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 341522 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46881896.000000 Penalty: 13305.507812
Splitting cluster 1 changes total score from -46882060.000000 to -46881896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -206490.421875 Penalty: 387.722992
	Iteration 0F: 2 clusters Score -206490.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -203105.156250 Penalty: 775.445984
	Iteration 0F: 3 clusters Score -203105.2 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -204465.890625 Penalty: 775.445984
	Iteration 1F: 3 clusters Score -204465.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -204778.734375 Penalty: 775.445984
	Iteration 2F: 3 clusters Score -204778.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -205125.218750 Penalty: 775.445984
	Iteration 3F: 3 clusters Score -205125.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -205472.937500 Penalty: 775.445984
	Iteration 4F: 3 clusters Score -205472.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -205762.953125 Penalty: 775.445984
	Iteration 5F: 3 clusters Score -205763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -205972.515625 Penalty: 775.445984
	Iteration 6F: 3 clusters Score -205972.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -206132.843750 Penalty: 775.445984
	Iteration 7Q: 3 clusters Score -206132.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -206220.453125 Penalty: 775.445984
	Iteration 8Q: 3 clusters Score -206220.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -206282.656250 Penalty: 775.445984
	Iteration 9Q: 3 clusters Score -206282.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -206327.015625 Penalty: 775.445984
	Iteration 10Q: 3 clusters Score -206327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -206357.359375 Penalty: 775.445984
	Iteration 11Q: 3 clusters Score -206357.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -206377.781250 Penalty: 775.445984
	Iteration 12Q: 3 clusters Score -206377.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -206400.203125 Penalty: 775.445984
	Iteration 13Q: 3 clusters Score -206400.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -206415.546875 Penalty: 775.445984
	Iteration 14Q: 3 clusters Score -206415.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -206427.000000 Penalty: 775.445984
	Iteration 15Q: 3 clusters Score -206427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -206431.859375 Penalty: 775.445984
	Iteration 16Q: 3 clusters Score -206431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -206438.078125 Penalty: 775.445984
	Iteration 17Q: 3 clusters Score -206438.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -206448.156250 Penalty: 775.445984
	Iteration 18Q: 3 clusters Score -206448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -206458.593750 Penalty: 775.445984
	Iteration 19Q: 3 clusters Score -206458.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -206473.359375 Penalty: 775.445984
	Iteration 20F: 3 clusters Score -206473.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -206489.703125 Penalty: 775.445984
	Iteration 21Q: 3 clusters Score -206489.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -206497.984375 Penalty: 775.445984
	Iteration 22Q: 3 clusters Score -206498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -206502.625000 Penalty: 775.445984
	Iteration 23Q: 3 clusters Score -206502.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -206506.296875 Penalty: 775.445984
	Iteration 24Q: 3 clusters Score -206506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -206508.218750 Penalty: 775.445984
	Iteration 25Q: 3 clusters Score -206508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -206509.062500 Penalty: 775.445984
	Iteration 26Q: 3 clusters Score -206509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -206510.953125 Penalty: 775.445984
	Iteration 27Q: 3 clusters Score -206511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -206511.125000 Penalty: 775.445984
	Iteration 28Q: 3 clusters Score -206511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -206511.609375 Penalty: 775.445984
	Iteration 29Q: 3 clusters Score -206511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -206511.437500 Penalty: 775.445984
	Iteration 30Q: 3 clusters Score -206511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -206511.875000 Penalty: 775.445984
	Iteration 31Q: 3 clusters Score -206511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -206512.093750 Penalty: 775.445984
	Iteration 32Q: 3 clusters Score -206512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -206512.609375 Penalty: 775.445984
	Iteration 33Q: 3 clusters Score -206512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -206512.859375 Penalty: 775.445984
	Iteration 34Q: 3 clusters Score -206512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -206513.406250 Penalty: 775.445984
	Iteration 35Q: 3 clusters Score -206513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -206513.937500 Penalty: 775.445984
	Iteration 36Q: 3 clusters Score -206513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -206514.078125 Penalty: 775.445984
	Iteration 37Q: 3 clusters Score -206514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -206515.203125 Penalty: 775.445984
	Iteration 38Q: 3 clusters Score -206515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -206515.468750 Penalty: 775.445984
	Iteration 39Q: 3 clusters Score -206515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -206517.078125 Penalty: 775.445984
	Iteration 40F: 3 clusters Score -206517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -206521.343750 Penalty: 775.445984
	Iteration 41Q: 3 clusters Score -206521.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -206525.421875 Penalty: 775.445984
	Iteration 42Q: 3 clusters Score -206525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -206527.843750 Penalty: 775.445984
	Iteration 43Q: 3 clusters Score -206527.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -206529.828125 Penalty: 775.445984
	Iteration 44Q: 3 clusters Score -206529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -206530.453125 Penalty: 775.445984
	Iteration 45Q: 3 clusters Score -206530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -206530.750000 Penalty: 775.445984
	Iteration 46Q: 3 clusters Score -206530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -206530.984375 Penalty: 775.445984
	Iteration 47Q: 3 clusters Score -206531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -206531.515625 Penalty: 775.445984
	Iteration 48Q: 3 clusters Score -206531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -206531.609375 Penalty: 775.445984
	Iteration 49Q: 3 clusters Score -206531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -206532.250000 Penalty: 775.445984
	Iteration 50Q: 3 clusters Score -206532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -206532.203125 Penalty: 775.445984
	Iteration 51Q: 3 clusters Score -206532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206532.015625 Penalty: 775.445984
	Iteration 52Q: 3 clusters Score -206532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -206532.015625 Penalty: 775.445984
	Iteration 53F: 3 clusters Score -206532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 341522 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46881628.000000 Penalty: 13305.507812
Splitting cluster 2 changes total score from -46882060.000000 to -46881628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (150697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Entering Unmasked Estep 
Score: -6897079.500000 Penalty: 542.497681
	Iteration 0F: 2 clusters Score -6897080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -6794600.500000 Penalty: 1084.995361
	Iteration 0F: 3 clusters Score -6794600 nChanged 73966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -6842583.500000 Penalty: 1084.995361
	Iteration 1F: 3 clusters Score -6842584 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -6848566.000000 Penalty: 1084.995361
	Iteration 2F: 3 clusters Score -6848566 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -6858386.000000 Penalty: 1084.995361
	Iteration 3F: 3 clusters Score -6858386 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 122450 members 
Entering Unmasked Estep 
Score: -6870459.500000 Penalty: 1084.995361
	Iteration 4F: 3 clusters Score -6870460 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -6880551.500000 Penalty: 1084.995361
	Iteration 5F: 3 clusters Score -6880552 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -6886627.000000 Penalty: 1084.995361
	Iteration 6Q: 3 clusters Score -6886627 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -6889795.000000 Penalty: 1084.995361
	Iteration 7Q: 3 clusters Score -6889795 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
Score: -6891633.500000 Penalty: 1084.995361
	Iteration 8Q: 3 clusters Score -6891634 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 144153 members 
Entering Unmasked Estep 
Score: -6892869.000000 Penalty: 1084.995361
	Iteration 9Q: 3 clusters Score -6892869 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -6893829.000000 Penalty: 1084.995361
	Iteration 10Q: 3 clusters Score -6893829 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -6894563.000000 Penalty: 1084.995361
	Iteration 11Q: 3 clusters Score -6894563 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 147510 members 
Entering Unmasked Estep 
Score: -6895085.500000 Penalty: 1084.995361
	Iteration 12Q: 3 clusters Score -6895086 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 148205 members 
Entering Unmasked Estep 
Score: -6895480.000000 Penalty: 1084.995361
	Iteration 13Q: 3 clusters Score -6895480 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -6895721.500000 Penalty: 1084.995361
	Iteration 14Q: 3 clusters Score -6895722 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -6895943.500000 Penalty: 1084.995361
	Iteration 15Q: 3 clusters Score -6895944 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 149511 members 
Entering Unmasked Estep 
Score: -6896146.000000 Penalty: 1084.995361
	Iteration 16Q: 3 clusters Score -6896146 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -6896278.500000 Penalty: 1084.995361
	Iteration 17Q: 3 clusters Score -6896278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -6896374.500000 Penalty: 1084.995361
	Iteration 18Q: 3 clusters Score -6896374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -6896453.500000 Penalty: 1084.995361
	Iteration 19Q: 3 clusters Score -6896454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -6896512.000000 Penalty: 1084.995361
	Iteration 20F: 3 clusters Score -6896512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -6896548.000000 Penalty: 1084.995361
	Iteration 21Q: 3 clusters Score -6896548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -6896571.500000 Penalty: 1084.995361
	Iteration 22Q: 3 clusters Score -6896572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -6896580.000000 Penalty: 1084.995361
	Iteration 23Q: 3 clusters Score -6896580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 150375 members 
Entering Unmasked Estep 
Score: -6896608.000000 Penalty: 1084.995361
	Iteration 24Q: 3 clusters Score -6896608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -6896617.000000 Penalty: 1084.995361
	Iteration 25Q: 3 clusters Score -6896617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -6896622.000000 Penalty: 1084.995361
	Iteration 26Q: 3 clusters Score -6896622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -6896621.500000 Penalty: 1084.995361
	Iteration 27Q: 3 clusters Score -6896622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -6896633.500000 Penalty: 1084.995361
	Iteration 28Q: 3 clusters Score -6896634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 150410 members 
Entering Unmasked Estep 
Score: -6896638.000000 Penalty: 1084.995361
	Iteration 29Q: 3 clusters Score -6896638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -6896644.000000 Penalty: 1084.995361
	Iteration 30Q: 3 clusters Score -6896644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -6896650.000000 Penalty: 1084.995361
	Iteration 31Q: 3 clusters Score -6896650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -6896660.500000 Penalty: 1084.995361
	Iteration 32Q: 3 clusters Score -6896660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -6896662.000000 Penalty: 1084.995361
	Iteration 33Q: 3 clusters Score -6896662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -6896663.000000 Penalty: 1084.995361
	Iteration 34Q: 3 clusters Score -6896663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -6896667.000000 Penalty: 1084.995361
	Iteration 35Q: 3 clusters Score -6896667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 150439 members 
Entering Unmasked Estep 
Score: -6896667.500000 Penalty: 1084.995361
	Iteration 36Q: 3 clusters Score -6896668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 150439 members 
Entering Unmasked Estep 
Score: -6896667.500000 Penalty: 1084.995361
	Iteration 37F: 3 clusters Score -6896668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -6019.162109 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -6019.162 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 111 members 
Entering Unmasked Estep 
Score: -5771.609375 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -5771.609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5939.093262 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -5939.093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6009.771973 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -6009.772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6067.682617 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -6067.683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6108.219238 Penalty: 484.836731
	Iteration 4F: 3 clusters Score -6108.219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6132.251465 Penalty: 484.836731
	Iteration 5F: 3 clusters Score -6132.251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6153.961914 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -6153.962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6167.658203 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -6167.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6170.901855 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -6170.902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6172.997070 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -6172.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6172.997070 Penalty: 484.836731
	Iteration 10F: 3 clusters Score -6172.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 159 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 47 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 341522 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46881648.000000 Penalty: 13305.507812
Splitting cluster 4 changes total score from -46882060.000000 to -46881648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (50414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Entering Unmasked Estep 
Score: -2289869.000000 Penalty: 492.675079
	Iteration 0F: 2 clusters Score -2289869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2255851.250000 Penalty: 985.350159
	Iteration 0F: 3 clusters Score -2255851 nChanged 24503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2270889.250000 Penalty: 985.350159
	Iteration 1F: 3 clusters Score -2270889 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2271415.500000 Penalty: 985.350159
	Iteration 2Q: 3 clusters Score -2271416 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2272028.250000 Penalty: 985.350159
	Iteration 3Q: 3 clusters Score -2272028 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2272721.250000 Penalty: 985.350159
	Iteration 4Q: 3 clusters Score -2272721 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2273710.750000 Penalty: 985.350159
	Iteration 5Q: 3 clusters Score -2273711 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2275284.500000 Penalty: 985.350159
	Iteration 6F: 3 clusters Score -2275284 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2277663.250000 Penalty: 985.350159
	Iteration 7F: 3 clusters Score -2277663 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2280705.000000 Penalty: 985.350159
	Iteration 8F: 3 clusters Score -2280705 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2283873.500000 Penalty: 985.350159
	Iteration 9F: 3 clusters Score -2283874 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2286459.750000 Penalty: 985.350159
	Iteration 10F: 3 clusters Score -2286460 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2288095.500000 Penalty: 985.350159
	Iteration 11Q: 3 clusters Score -2288096 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2288886.000000 Penalty: 985.350159
	Iteration 12Q: 3 clusters Score -2288886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2289216.000000 Penalty: 985.350159
	Iteration 13Q: 3 clusters Score -2289216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2289321.750000 Penalty: 985.350159
	Iteration 14Q: 3 clusters Score -2289322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2289373.250000 Penalty: 985.350159
	Iteration 15Q: 3 clusters Score -2289373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2289407.500000 Penalty: 985.350159
	Iteration 16Q: 3 clusters Score -2289408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2289415.750000 Penalty: 985.350159
	Iteration 17Q: 3 clusters Score -2289416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2289423.750000 Penalty: 985.350159
	Iteration 18Q: 3 clusters Score -2289424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2289436.500000 Penalty: 985.350159
	Iteration 19Q: 3 clusters Score -2289436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2289440.250000 Penalty: 985.350159
	Iteration 20F: 3 clusters Score -2289440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2289443.500000 Penalty: 985.350159
	Iteration 21Q: 3 clusters Score -2289444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2289441.500000 Penalty: 985.350159
	Iteration 22Q: 3 clusters Score -2289442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2289441.500000 Penalty: 985.350159
	Iteration 23F: 3 clusters Score -2289442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -393874.468750 Penalty: 414.488403
	Iteration 0F: 2 clusters Score -393874.5 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 4565 members 
Entering Unmasked Estep 
Score: -387945.468750 Penalty: 828.976807
	Iteration 0F: 3 clusters Score -387945.5 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -390532.812500 Penalty: 828.976807
	Iteration 1F: 3 clusters Score -390532.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -391090.000000 Penalty: 828.976807
	Iteration 2F: 3 clusters Score -391090 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -391880.125000 Penalty: 828.976807
	Iteration 3F: 3 clusters Score -391880.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -392735.375000 Penalty: 828.976807
	Iteration 4F: 3 clusters Score -392735.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -393293.562500 Penalty: 828.976807
	Iteration 5F: 3 clusters Score -393293.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -393554.937500 Penalty: 828.976807
	Iteration 6Q: 3 clusters Score -393554.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -393697.281250 Penalty: 828.976807
	Iteration 7Q: 3 clusters Score -393697.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -393784.875000 Penalty: 828.976807
	Iteration 8Q: 3 clusters Score -393784.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -393833.656250 Penalty: 828.976807
	Iteration 9Q: 3 clusters Score -393833.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -393860.031250 Penalty: 828.976807
	Iteration 10Q: 3 clusters Score -393860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -393874.562500 Penalty: 828.976807
	Iteration 11Q: 3 clusters Score -393874.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -393885.218750 Penalty: 828.976807
	Iteration 12Q: 3 clusters Score -393885.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -393890.000000 Penalty: 828.976807
	Iteration 13Q: 3 clusters Score -393890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -393892.093750 Penalty: 828.976807
	Iteration 14Q: 3 clusters Score -393892.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -393895.312500 Penalty: 828.976807
	Iteration 15Q: 3 clusters Score -393895.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -393897.437500 Penalty: 828.976807
	Iteration 16Q: 3 clusters Score -393897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -393897.156250 Penalty: 828.976807
	Iteration 17Q: 3 clusters Score -393897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -393898.312500 Penalty: 828.976807
	Iteration 18Q: 3 clusters Score -393898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -393900.156250 Penalty: 828.976807
	Iteration 19Q: 3 clusters Score -393900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -393901.968750 Penalty: 828.976807
	Iteration 20F: 3 clusters Score -393902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -393902.875000 Penalty: 828.976807
	Iteration 21Q: 3 clusters Score -393902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -393904.500000 Penalty: 828.976807
	Iteration 22Q: 3 clusters Score -393904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -393906.218750 Penalty: 828.976807
	Iteration 23Q: 3 clusters Score -393906.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -393907.281250 Penalty: 828.976807
	Iteration 24Q: 3 clusters Score -393907.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -393909.000000 Penalty: 828.976807
	Iteration 25Q: 3 clusters Score -393909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -393910.218750 Penalty: 828.976807
	Iteration 26Q: 3 clusters Score -393910.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -393914.625000 Penalty: 828.976807
	Iteration 27Q: 3 clusters Score -393914.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -393916.718750 Penalty: 828.976807
	Iteration 28Q: 3 clusters Score -393916.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -393919.875000 Penalty: 828.976807
	Iteration 29Q: 3 clusters Score -393919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -393921.437500 Penalty: 828.976807
	Iteration 30Q: 3 clusters Score -393921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -393922.968750 Penalty: 828.976807
	Iteration 31Q: 3 clusters Score -393923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -393925.250000 Penalty: 828.976807
	Iteration 32Q: 3 clusters Score -393925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -393925.375000 Penalty: 828.976807
	Iteration 33Q: 3 clusters Score -393925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -393927.500000 Penalty: 828.976807
	Iteration 34Q: 3 clusters Score -393927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -393930.031250 Penalty: 828.976807
	Iteration 35Q: 3 clusters Score -393930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -393932.062500 Penalty: 828.976807
	Iteration 36Q: 3 clusters Score -393932.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -393933.093750 Penalty: 828.976807
	Iteration 37Q: 3 clusters Score -393933.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -393934.468750 Penalty: 828.976807
	Iteration 38Q: 3 clusters Score -393934.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -393936.218750 Penalty: 828.976807
	Iteration 39Q: 3 clusters Score -393936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -393936.562500 Penalty: 828.976807
	Iteration 40F: 3 clusters Score -393936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -393938.875000 Penalty: 828.976807
	Iteration 41Q: 3 clusters Score -393938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -393939.687500 Penalty: 828.976807
	Iteration 42Q: 3 clusters Score -393939.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -393941.000000 Penalty: 828.976807
	Iteration 43Q: 3 clusters Score -393941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -393941.656250 Penalty: 828.976807
	Iteration 44Q: 3 clusters Score -393941.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -393942.093750 Penalty: 828.976807
	Iteration 45Q: 3 clusters Score -393942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -393941.781250 Penalty: 828.976807
	Iteration 46Q: 3 clusters Score -393941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -393942.250000 Penalty: 828.976807
	Iteration 47Q: 3 clusters Score -393942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -393943.656250 Penalty: 828.976807
	Iteration 48Q: 3 clusters Score -393943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -393944.187500 Penalty: 828.976807
	Iteration 49Q: 3 clusters Score -393944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -393945.250000 Penalty: 828.976807
	Iteration 50Q: 3 clusters Score -393945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -393944.437500 Penalty: 828.976807
	Iteration 51Q: 3 clusters Score -393944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -393945.250000 Penalty: 828.976807
	Iteration 52Q: 3 clusters Score -393945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -393945.062500 Penalty: 828.976807
	Iteration 53Q: 3 clusters Score -393945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -393945.062500 Penalty: 828.976807
	Iteration 54F: 3 clusters Score -393945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 7908 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 341522 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46881776.000000 Penalty: 13305.507812
Splitting cluster 6 changes total score from -46882060.000000 to -46881776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -187789.796875 Penalty: 374.296936
	Iteration 0F: 2 clusters Score -187789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -185224.015625 Penalty: 748.593872
	Iteration 0F: 3 clusters Score -185224 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -186128.656250 Penalty: 748.593872
	Iteration 1F: 3 clusters Score -186128.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -186190.656250 Penalty: 748.593872
	Iteration 2Q: 3 clusters Score -186190.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -186223.015625 Penalty: 748.593872
	Iteration 3Q: 3 clusters Score -186223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -186248.843750 Penalty: 748.593872
	Iteration 4Q: 3 clusters Score -186248.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -186276.921875 Penalty: 748.593872
	Iteration 5Q: 3 clusters Score -186276.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -186304.218750 Penalty: 748.593872
	Iteration 6Q: 3 clusters Score -186304.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -186334.046875 Penalty: 748.593872
	Iteration 7Q: 3 clusters Score -186334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -186373.640625 Penalty: 748.593872
	Iteration 8Q: 3 clusters Score -186373.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -186425.203125 Penalty: 748.593872
	Iteration 9Q: 3 clusters Score -186425.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -186478.078125 Penalty: 748.593872
	Iteration 10Q: 3 clusters Score -186478.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -186550.203125 Penalty: 748.593872
	Iteration 11Q: 3 clusters Score -186550.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -186654.921875 Penalty: 748.593872
	Iteration 12Q: 3 clusters Score -186654.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -186774.609375 Penalty: 748.593872
	Iteration 13Q: 3 clusters Score -186774.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -186867.515625 Penalty: 748.593872
	Iteration 14Q: 3 clusters Score -186867.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -186913.703125 Penalty: 748.593872
	Iteration 15Q: 3 clusters Score -186913.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -186942.687500 Penalty: 748.593872
	Iteration 16Q: 3 clusters Score -186942.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -186958.640625 Penalty: 748.593872
	Iteration 17Q: 3 clusters Score -186958.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -186970.359375 Penalty: 748.593872
	Iteration 18Q: 3 clusters Score -186970.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -186979.171875 Penalty: 748.593872
	Iteration 19Q: 3 clusters Score -186979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -186984.578125 Penalty: 748.593872
	Iteration 20F: 3 clusters Score -186984.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -186991.375000 Penalty: 748.593872
	Iteration 21Q: 3 clusters Score -186991.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -187000.031250 Penalty: 748.593872
	Iteration 22Q: 3 clusters Score -187000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -187007.125000 Penalty: 748.593872
	Iteration 23Q: 3 clusters Score -187007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -187012.656250 Penalty: 748.593872
	Iteration 24Q: 3 clusters Score -187012.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -187017.765625 Penalty: 748.593872
	Iteration 25Q: 3 clusters Score -187017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -187020.203125 Penalty: 748.593872
	Iteration 26Q: 3 clusters Score -187020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -187021.125000 Penalty: 748.593872
	Iteration 27Q: 3 clusters Score -187021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -187022.328125 Penalty: 748.593872
	Iteration 28Q: 3 clusters Score -187022.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -187023.750000 Penalty: 748.593872
	Iteration 29Q: 3 clusters Score -187023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -187025.093750 Penalty: 748.593872
	Iteration 30Q: 3 clusters Score -187025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -187026.843750 Penalty: 748.593872
	Iteration 31Q: 3 clusters Score -187026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -187028.046875 Penalty: 748.593872
	Iteration 32Q: 3 clusters Score -187028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -187029.203125 Penalty: 748.593872
	Iteration 33Q: 3 clusters Score -187029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -187029.781250 Penalty: 748.593872
	Iteration 34Q: 3 clusters Score -187029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -187030.375000 Penalty: 748.593872
	Iteration 35Q: 3 clusters Score -187030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -187030.859375 Penalty: 748.593872
	Iteration 36Q: 3 clusters Score -187030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -187031.187500 Penalty: 748.593872
	Iteration 37Q: 3 clusters Score -187031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -187031.906250 Penalty: 748.593872
	Iteration 38Q: 3 clusters Score -187031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -187032.234375 Penalty: 748.593872
	Iteration 39Q: 3 clusters Score -187032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -187032.390625 Penalty: 748.593872
	Iteration 40F: 3 clusters Score -187032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -187032.843750 Penalty: 748.593872
	Iteration 41Q: 3 clusters Score -187032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -187033.203125 Penalty: 748.593872
	Iteration 42Q: 3 clusters Score -187033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -187033.750000 Penalty: 748.593872
	Iteration 43Q: 3 clusters Score -187033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -187033.859375 Penalty: 748.593872
	Iteration 44Q: 3 clusters Score -187033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -187034.046875 Penalty: 748.593872
	Iteration 45Q: 3 clusters Score -187034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -187034.281250 Penalty: 748.593872
	Iteration 46Q: 3 clusters Score -187034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -187034.734375 Penalty: 748.593872
	Iteration 47Q: 3 clusters Score -187034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -187034.796875 Penalty: 748.593872
	Iteration 48Q: 3 clusters Score -187034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -187035.156250 Penalty: 748.593872
	Iteration 49Q: 3 clusters Score -187035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -187035.343750 Penalty: 748.593872
	Iteration 50Q: 3 clusters Score -187035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -187035.562500 Penalty: 748.593872
	Iteration 51Q: 3 clusters Score -187035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -187035.718750 Penalty: 748.593872
	Iteration 52Q: 3 clusters Score -187035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -187035.953125 Penalty: 748.593872
	Iteration 53Q: 3 clusters Score -187036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -187036.375000 Penalty: 748.593872
	Iteration 54Q: 3 clusters Score -187036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -187036.406250 Penalty: 748.593872
	Iteration 55Q: 3 clusters Score -187036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -187036.031250 Penalty: 748.593872
	Iteration 56Q: 3 clusters Score -187036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -187036.031250 Penalty: 748.593872
	Iteration 57F: 3 clusters Score -187036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Entering Unmasked Estep 
Score: -1016477.250000 Penalty: 458.521667
	Iteration 0F: 2 clusters Score -1016477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1000621.875000 Penalty: 917.043335
	Iteration 0F: 3 clusters Score -1000622 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1007297.625000 Penalty: 917.043335
	Iteration 1F: 3 clusters Score -1007298 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1008078.875000 Penalty: 917.043335
	Iteration 2F: 3 clusters Score -1008079 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1009224.250000 Penalty: 917.043335
	Iteration 3F: 3 clusters Score -1009224 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1010754.687500 Penalty: 917.043335
	Iteration 4F: 3 clusters Score -1010755 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1012604.812500 Penalty: 917.043335
	Iteration 5F: 3 clusters Score -1012605 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1013937.937500 Penalty: 917.043335
	Iteration 6F: 3 clusters Score -1013938 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1014557.562500 Penalty: 917.043335
	Iteration 7Q: 3 clusters Score -1014558 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1014921.375000 Penalty: 917.043335
	Iteration 8Q: 3 clusters Score -1014921 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1015161.375000 Penalty: 917.043335
	Iteration 9Q: 3 clusters Score -1015161 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1015367.125000 Penalty: 917.043335
	Iteration 10Q: 3 clusters Score -1015367 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1015537.437500 Penalty: 917.043335
	Iteration 11Q: 3 clusters Score -1015537 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1015655.312500 Penalty: 917.043335
	Iteration 12Q: 3 clusters Score -1015655 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1015730.187500 Penalty: 917.043335
	Iteration 13Q: 3 clusters Score -1015730 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1015802.000000 Penalty: 917.043335
	Iteration 14Q: 3 clusters Score -1015802 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1015851.000000 Penalty: 917.043335
	Iteration 15Q: 3 clusters Score -1015851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1015892.437500 Penalty: 917.043335
	Iteration 16Q: 3 clusters Score -1015892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1015934.312500 Penalty: 917.043335
	Iteration 17Q: 3 clusters Score -1015934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1015966.437500 Penalty: 917.043335
	Iteration 18Q: 3 clusters Score -1015966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1015993.437500 Penalty: 917.043335
	Iteration 19Q: 3 clusters Score -1015993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1016019.937500 Penalty: 917.043335
	Iteration 20F: 3 clusters Score -1016020 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1016054.437500 Penalty: 917.043335
	Iteration 21Q: 3 clusters Score -1016054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1016088.250000 Penalty: 917.043335
	Iteration 22Q: 3 clusters Score -1016088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1016111.562500 Penalty: 917.043335
	Iteration 23Q: 3 clusters Score -1016112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1016145.812500 Penalty: 917.043335
	Iteration 24Q: 3 clusters Score -1016146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1016171.687500 Penalty: 917.043335
	Iteration 25Q: 3 clusters Score -1016172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1016199.437500 Penalty: 917.043335
	Iteration 26Q: 3 clusters Score -1016199 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1016224.125000 Penalty: 917.043335
	Iteration 27Q: 3 clusters Score -1016224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1016247.375000 Penalty: 917.043335
	Iteration 28Q: 3 clusters Score -1016247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1016265.000000 Penalty: 917.043335
	Iteration 29Q: 3 clusters Score -1016265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1016286.125000 Penalty: 917.043335
	Iteration 30Q: 3 clusters Score -1016286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -1016296.437500 Penalty: 917.043335
	Iteration 31Q: 3 clusters Score -1016296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1016313.875000 Penalty: 917.043335
	Iteration 32Q: 3 clusters Score -1016314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1016323.562500 Penalty: 917.043335
	Iteration 33Q: 3 clusters Score -1016324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1016332.750000 Penalty: 917.043335
	Iteration 34Q: 3 clusters Score -1016333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1016348.750000 Penalty: 917.043335
	Iteration 35Q: 3 clusters Score -1016349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -1016357.125000 Penalty: 917.043335
	Iteration 36Q: 3 clusters Score -1016357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -1016363.625000 Penalty: 917.043335
	Iteration 37Q: 3 clusters Score -1016364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1016374.125000 Penalty: 917.043335
	Iteration 38Q: 3 clusters Score -1016374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1016382.875000 Penalty: 917.043335
	Iteration 39Q: 3 clusters Score -1016383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1016393.875000 Penalty: 917.043335
	Iteration 40F: 3 clusters Score -1016394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1016399.812500 Penalty: 917.043335
	Iteration 41Q: 3 clusters Score -1016400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1016404.062500 Penalty: 917.043335
	Iteration 42Q: 3 clusters Score -1016404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1016408.000000 Penalty: 917.043335
	Iteration 43Q: 3 clusters Score -1016408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1016412.500000 Penalty: 917.043335
	Iteration 44Q: 3 clusters Score -1016412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1016417.375000 Penalty: 917.043335
	Iteration 45Q: 3 clusters Score -1016417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1016416.562500 Penalty: 917.043335
	Iteration 46Q: 3 clusters Score -1016417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -1016419.062500 Penalty: 917.043335
	Iteration 47Q: 3 clusters Score -1016419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1016422.250000 Penalty: 917.043335
	Iteration 48Q: 3 clusters Score -1016422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1016421.750000 Penalty: 917.043335
	Iteration 49Q: 3 clusters Score -1016422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -1016421.312500 Penalty: 917.043335
	Iteration 50Q: 3 clusters Score -1016421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1016422.125000 Penalty: 917.043335
	Iteration 51Q: 3 clusters Score -1016422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1016423.875000 Penalty: 917.043335
	Iteration 52Q: 3 clusters Score -1016424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1016424.437500 Penalty: 917.043335
	Iteration 53Q: 3 clusters Score -1016424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -1016424.125000 Penalty: 917.043335
	Iteration 54Q: 3 clusters Score -1016424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1016424.500000 Penalty: 917.043335
	Iteration 55Q: 3 clusters Score -1016424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1016424.125000 Penalty: 917.043335
	Iteration 56Q: 3 clusters Score -1016424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1016427.000000 Penalty: 917.043335
	Iteration 57Q: 3 clusters Score -1016427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1016425.562500 Penalty: 917.043335
	Iteration 58Q: 3 clusters Score -1016426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1016426.312500 Penalty: 917.043335
	Iteration 59Q: 3 clusters Score -1016426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1016428.125000 Penalty: 917.043335
	Iteration 60F: 3 clusters Score -1016428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1016427.937500 Penalty: 917.043335
	Iteration 61Q: 3 clusters Score -1016428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -1016429.000000 Penalty: 917.043335
	Iteration 62Q: 3 clusters Score -1016429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1016427.875000 Penalty: 917.043335
	Iteration 63Q: 3 clusters Score -1016428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -1016429.312500 Penalty: 917.043335
	Iteration 64Q: 3 clusters Score -1016429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -1016429.062500 Penalty: 917.043335
	Iteration 65Q: 3 clusters Score -1016429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1016429.875000 Penalty: 917.043335
	Iteration 66Q: 3 clusters Score -1016430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -1016430.187500 Penalty: 917.043335
	Iteration 67Q: 3 clusters Score -1016430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -1016429.687500 Penalty: 917.043335
	Iteration 68Q: 3 clusters Score -1016430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -1016429.375000 Penalty: 917.043335
	Iteration 69Q: 3 clusters Score -1016429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -1016428.500000 Penalty: 917.043335
	Iteration 70Q: 3 clusters Score -1016428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -1016429.437500 Penalty: 917.043335
	Iteration 71Q: 3 clusters Score -1016429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1016429.125000 Penalty: 917.043335
	Iteration 72Q: 3 clusters Score -1016429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1016429.125000 Penalty: 917.043335
	Iteration 73F: 3 clusters Score -1016429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Entering Unmasked Estep 
Score: -653038.687500 Penalty: 436.751343
	Iteration 0F: 2 clusters Score -653038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -643210.312500 Penalty: 873.502686
	Iteration 0F: 3 clusters Score -643210.3 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -647090.125000 Penalty: 873.502686
	Iteration 1F: 3 clusters Score -647090.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -647444.875000 Penalty: 873.502686
	Iteration 2F: 3 clusters Score -647444.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -648073.437500 Penalty: 873.502686
	Iteration 3F: 3 clusters Score -648073.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -648995.937500 Penalty: 873.502686
	Iteration 4F: 3 clusters Score -648995.9 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -650098.562500 Penalty: 873.502686
	Iteration 5F: 3 clusters Score -650098.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -651078.750000 Penalty: 873.502686
	Iteration 6F: 3 clusters Score -651078.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -651722.125000 Penalty: 873.502686
	Iteration 7Q: 3 clusters Score -651722.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -652160.812500 Penalty: 873.502686
	Iteration 8Q: 3 clusters Score -652160.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -652404.750000 Penalty: 873.502686
	Iteration 9Q: 3 clusters Score -652404.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -652533.562500 Penalty: 873.502686
	Iteration 10Q: 3 clusters Score -652533.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -652590.437500 Penalty: 873.502686
	Iteration 11Q: 3 clusters Score -652590.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -652618.187500 Penalty: 873.502686
	Iteration 12Q: 3 clusters Score -652618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -652626.312500 Penalty: 873.502686
	Iteration 13Q: 3 clusters Score -652626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -652631.062500 Penalty: 873.502686
	Iteration 14Q: 3 clusters Score -652631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -652634.250000 Penalty: 873.502686
	Iteration 15Q: 3 clusters Score -652634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -652637.875000 Penalty: 873.502686
	Iteration 16Q: 3 clusters Score -652637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -652642.125000 Penalty: 873.502686
	Iteration 17Q: 3 clusters Score -652642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -652644.812500 Penalty: 873.502686
	Iteration 18Q: 3 clusters Score -652644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -652645.937500 Penalty: 873.502686
	Iteration 19Q: 3 clusters Score -652645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -652645.937500 Penalty: 873.502686
	Iteration 20F: 3 clusters Score -652645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -36762.343750 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -36762.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -35956.742188 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -35956.74 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36441.457031 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -36441.46 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36658.511719 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -36658.51 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36792.148438 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -36792.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36855.980469 Penalty: 630.852783
	Iteration 4Q: 3 clusters Score -36855.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36899.972656 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -36899.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36934.523438 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -36934.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36953.484375 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -36953.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36960.332031 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -36960.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36963.097656 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -36963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36966.585938 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -36966.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36970.800781 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -36970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36972.652344 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -36972.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36973.234375 Penalty: 630.852783
	Iteration 13Q: 3 clusters Score -36973.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36975.253906 Penalty: 630.852783
	Iteration 14Q: 3 clusters Score -36975.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36976.652344 Penalty: 630.852783
	Iteration 15Q: 3 clusters Score -36976.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36977.964844 Penalty: 630.852783
	Iteration 16Q: 3 clusters Score -36977.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36977.964844 Penalty: 630.852783
	Iteration 17F: 3 clusters Score -36977.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 914 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 111 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 341522 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46881776.000000 Penalty: 13305.507812
Splitting cluster 10 changes total score from -46882060.000000 to -46881776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (54762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Entering Unmasked Estep 
Score: -2373017.500000 Penalty: 496.439178
	Iteration 0F: 2 clusters Score -2373018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2336220.000000 Penalty: 992.878357
	Iteration 0F: 3 clusters Score -2336220 nChanged 26520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -2352628.250000 Penalty: 992.878357
	Iteration 1F: 3 clusters Score -2352628 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -2353715.000000 Penalty: 992.878357
	Iteration 2Q: 3 clusters Score -2353715 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -2355605.250000 Penalty: 992.878357
	Iteration 3F: 3 clusters Score -2355605 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -2358837.000000 Penalty: 992.878357
	Iteration 4F: 3 clusters Score -2358837 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -2363268.000000 Penalty: 992.878357
	Iteration 5F: 3 clusters Score -2363268 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -2367046.500000 Penalty: 992.878357
	Iteration 6F: 3 clusters Score -2367046 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -2369294.500000 Penalty: 992.878357
	Iteration 7Q: 3 clusters Score -2369294 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -2370478.000000 Penalty: 992.878357
	Iteration 8Q: 3 clusters Score -2370478 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -2371158.500000 Penalty: 992.878357
	Iteration 9Q: 3 clusters Score -2371158 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -2371591.750000 Penalty: 992.878357
	Iteration 10Q: 3 clusters Score -2371592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -2371863.250000 Penalty: 992.878357
	Iteration 11Q: 3 clusters Score -2371863 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -2372046.000000 Penalty: 992.878357
	Iteration 12Q: 3 clusters Score -2372046 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -2372174.500000 Penalty: 992.878357
	Iteration 13Q: 3 clusters Score -2372174 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -2372254.250000 Penalty: 992.878357
	Iteration 14Q: 3 clusters Score -2372254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -2372323.000000 Penalty: 992.878357
	Iteration 15Q: 3 clusters Score -2372323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -2372370.000000 Penalty: 992.878357
	Iteration 16Q: 3 clusters Score -2372370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -2372417.750000 Penalty: 992.878357
	Iteration 17Q: 3 clusters Score -2372418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -2372456.250000 Penalty: 992.878357
	Iteration 18Q: 3 clusters Score -2372456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -2372478.250000 Penalty: 992.878357
	Iteration 19Q: 3 clusters Score -2372478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -2372493.500000 Penalty: 992.878357
	Iteration 20F: 3 clusters Score -2372494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -2372509.750000 Penalty: 992.878357
	Iteration 21Q: 3 clusters Score -2372510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -2372520.750000 Penalty: 992.878357
	Iteration 22Q: 3 clusters Score -2372521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -2372533.000000 Penalty: 992.878357
	Iteration 23Q: 3 clusters Score -2372533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -2372545.000000 Penalty: 992.878357
	Iteration 24Q: 3 clusters Score -2372545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -2372553.500000 Penalty: 992.878357
	Iteration 25Q: 3 clusters Score -2372554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -2372563.250000 Penalty: 992.878357
	Iteration 26Q: 3 clusters Score -2372563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -2372572.500000 Penalty: 992.878357
	Iteration 27Q: 3 clusters Score -2372572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -2372580.250000 Penalty: 992.878357
	Iteration 28Q: 3 clusters Score -2372580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -2372580.750000 Penalty: 992.878357
	Iteration 29Q: 3 clusters Score -2372581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -2372585.750000 Penalty: 992.878357
	Iteration 30Q: 3 clusters Score -2372586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -2372589.250000 Penalty: 992.878357
	Iteration 31Q: 3 clusters Score -2372589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -2372591.250000 Penalty: 992.878357
	Iteration 32Q: 3 clusters Score -2372591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -2372597.250000 Penalty: 992.878357
	Iteration 33Q: 3 clusters Score -2372597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -2372596.750000 Penalty: 992.878357
	Iteration 34Q: 3 clusters Score -2372597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -2372597.750000 Penalty: 992.878357
	Iteration 35Q: 3 clusters Score -2372598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -2372602.000000 Penalty: 992.878357
	Iteration 36Q: 3 clusters Score -2372602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -2372596.750000 Penalty: 992.878357
	Iteration 37Q: 3 clusters Score -2372597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -2372600.500000 Penalty: 992.878357
	Iteration 38Q: 3 clusters Score -2372600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -2372598.750000 Penalty: 992.878357
	Iteration 39Q: 3 clusters Score -2372599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -2372599.750000 Penalty: 992.878357
	Iteration 40F: 3 clusters Score -2372600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -2372605.000000 Penalty: 992.878357
	Iteration 41Q: 3 clusters Score -2372605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -2372603.500000 Penalty: 992.878357
	Iteration 42Q: 3 clusters Score -2372604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -2372603.500000 Penalty: 992.878357
	Iteration 43F: 3 clusters Score -2372604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -27328.341797 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -27328.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26789.818359 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -26789.82 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26906.560547 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -26906.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26946.707031 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -26946.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26967.410156 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -26967.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26981.400391 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -26981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26994.099609 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -26994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26999.367188 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -26999.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27005.126953 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -27005.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27006.843750 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -27006.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27009.767578 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -27009.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27011.695312 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -27011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27012.166016 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -27012.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27012.166016 Penalty: 573.538330
	Iteration 12F: 3 clusters Score -27012.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -319990.500000 Penalty: 399.915680
	Iteration 0F: 2 clusters Score -319990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -315520.218750 Penalty: 799.831360
	Iteration 0F: 3 clusters Score -315520.2 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -317132.156250 Penalty: 799.831360
	Iteration 1F: 3 clusters Score -317132.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -317294.750000 Penalty: 799.831360
	Iteration 2F: 3 clusters Score -317294.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -317539.093750 Penalty: 799.831360
	Iteration 3F: 3 clusters Score -317539.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317899.281250 Penalty: 799.831360
	Iteration 4F: 3 clusters Score -317899.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -318306.031250 Penalty: 799.831360
	Iteration 5F: 3 clusters Score -318306 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318674.500000 Penalty: 799.831360
	Iteration 6F: 3 clusters Score -318674.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -318962.593750 Penalty: 799.831360
	Iteration 7Q: 3 clusters Score -318962.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -319138.468750 Penalty: 799.831360
	Iteration 8Q: 3 clusters Score -319138.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -319227.093750 Penalty: 799.831360
	Iteration 9Q: 3 clusters Score -319227.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319289.218750 Penalty: 799.831360
	Iteration 10Q: 3 clusters Score -319289.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -319341.625000 Penalty: 799.831360
	Iteration 11Q: 3 clusters Score -319341.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -319390.031250 Penalty: 799.831360
	Iteration 12Q: 3 clusters Score -319390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -319431.750000 Penalty: 799.831360
	Iteration 13Q: 3 clusters Score -319431.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -319459.781250 Penalty: 799.831360
	Iteration 14Q: 3 clusters Score -319459.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -319487.687500 Penalty: 799.831360
	Iteration 15Q: 3 clusters Score -319487.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -319508.406250 Penalty: 799.831360
	Iteration 16Q: 3 clusters Score -319508.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -319528.093750 Penalty: 799.831360
	Iteration 17Q: 3 clusters Score -319528.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -319540.593750 Penalty: 799.831360
	Iteration 18Q: 3 clusters Score -319540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -319548.093750 Penalty: 799.831360
	Iteration 19Q: 3 clusters Score -319548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -319553.531250 Penalty: 799.831360
	Iteration 20F: 3 clusters Score -319553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -319558.625000 Penalty: 799.831360
	Iteration 21Q: 3 clusters Score -319558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -319565.187500 Penalty: 799.831360
	Iteration 22Q: 3 clusters Score -319565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -319573.250000 Penalty: 799.831360
	Iteration 23Q: 3 clusters Score -319573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -319576.250000 Penalty: 799.831360
	Iteration 24Q: 3 clusters Score -319576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -319582.031250 Penalty: 799.831360
	Iteration 25Q: 3 clusters Score -319582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -319586.843750 Penalty: 799.831360
	Iteration 26Q: 3 clusters Score -319586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -319593.968750 Penalty: 799.831360
	Iteration 27Q: 3 clusters Score -319594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -319595.593750 Penalty: 799.831360
	Iteration 28Q: 3 clusters Score -319595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -319597.750000 Penalty: 799.831360
	Iteration 29Q: 3 clusters Score -319597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -319598.593750 Penalty: 799.831360
	Iteration 30Q: 3 clusters Score -319598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -319599.843750 Penalty: 799.831360
	Iteration 31Q: 3 clusters Score -319599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -319601.375000 Penalty: 799.831360
	Iteration 32Q: 3 clusters Score -319601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -319602.812500 Penalty: 799.831360
	Iteration 33Q: 3 clusters Score -319602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -319603.656250 Penalty: 799.831360
	Iteration 34Q: 3 clusters Score -319603.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -319604.593750 Penalty: 799.831360
	Iteration 35Q: 3 clusters Score -319604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -319605.312500 Penalty: 799.831360
	Iteration 36Q: 3 clusters Score -319605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -319606.343750 Penalty: 799.831360
	Iteration 37Q: 3 clusters Score -319606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -319607.718750 Penalty: 799.831360
	Iteration 38Q: 3 clusters Score -319607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -319608.375000 Penalty: 799.831360
	Iteration 39Q: 3 clusters Score -319608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -319609.625000 Penalty: 799.831360
	Iteration 40F: 3 clusters Score -319609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -319611.968750 Penalty: 799.831360
	Iteration 41Q: 3 clusters Score -319612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -319614.343750 Penalty: 799.831360
	Iteration 42Q: 3 clusters Score -319614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -319614.718750 Penalty: 799.831360
	Iteration 43Q: 3 clusters Score -319614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -319615.437500 Penalty: 799.831360
	Iteration 44Q: 3 clusters Score -319615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -319616.437500 Penalty: 799.831360
	Iteration 45Q: 3 clusters Score -319616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -319619.031250 Penalty: 799.831360
	Iteration 46Q: 3 clusters Score -319619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -319620.656250 Penalty: 799.831360
	Iteration 47Q: 3 clusters Score -319620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -319621.406250 Penalty: 799.831360
	Iteration 48Q: 3 clusters Score -319621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -319621.406250 Penalty: 799.831360
	Iteration 49F: 3 clusters Score -319621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Entering Unmasked Estep 
Score: -331263.343750 Penalty: 405.086487
	Iteration 0F: 2 clusters Score -331263.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -326309.125000 Penalty: 810.172974
	Iteration 0F: 3 clusters Score -326309.1 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -328194.718750 Penalty: 810.172974
	Iteration 1F: 3 clusters Score -328194.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -328276.281250 Penalty: 810.172974
	Iteration 2Q: 3 clusters Score -328276.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -328336.500000 Penalty: 810.172974
	Iteration 3Q: 3 clusters Score -328336.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -328398.812500 Penalty: 810.172974
	Iteration 4Q: 3 clusters Score -328398.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -328462.906250 Penalty: 810.172974
	Iteration 5Q: 3 clusters Score -328462.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -328534.406250 Penalty: 810.172974
	Iteration 6Q: 3 clusters Score -328534.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -328615.375000 Penalty: 810.172974
	Iteration 7Q: 3 clusters Score -328615.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -328715.312500 Penalty: 810.172974
	Iteration 8Q: 3 clusters Score -328715.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -328851.718750 Penalty: 810.172974
	Iteration 9Q: 3 clusters Score -328851.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -329021.093750 Penalty: 810.172974
	Iteration 10Q: 3 clusters Score -329021.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -329241.468750 Penalty: 810.172974
	Iteration 11Q: 3 clusters Score -329241.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -329506.218750 Penalty: 810.172974
	Iteration 12Q: 3 clusters Score -329506.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -329750.875000 Penalty: 810.172974
	Iteration 13Q: 3 clusters Score -329750.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -330015.625000 Penalty: 810.172974
	Iteration 14Q: 3 clusters Score -330015.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -330257.343750 Penalty: 810.172974
	Iteration 15Q: 3 clusters Score -330257.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -330433.750000 Penalty: 810.172974
	Iteration 16Q: 3 clusters Score -330433.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -330587.437500 Penalty: 810.172974
	Iteration 17Q: 3 clusters Score -330587.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -330700.093750 Penalty: 810.172974
	Iteration 18Q: 3 clusters Score -330700.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -330758.875000 Penalty: 810.172974
	Iteration 19Q: 3 clusters Score -330758.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -330799.781250 Penalty: 810.172974
	Iteration 20F: 3 clusters Score -330799.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -330837.656250 Penalty: 810.172974
	Iteration 21Q: 3 clusters Score -330837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -330858.937500 Penalty: 810.172974
	Iteration 22Q: 3 clusters Score -330858.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -330876.250000 Penalty: 810.172974
	Iteration 23Q: 3 clusters Score -330876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -330888.156250 Penalty: 810.172974
	Iteration 24Q: 3 clusters Score -330888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -330894.437500 Penalty: 810.172974
	Iteration 25Q: 3 clusters Score -330894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -330896.187500 Penalty: 810.172974
	Iteration 26Q: 3 clusters Score -330896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -330897.406250 Penalty: 810.172974
	Iteration 27Q: 3 clusters Score -330897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -330899.093750 Penalty: 810.172974
	Iteration 28Q: 3 clusters Score -330899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -330902.187500 Penalty: 810.172974
	Iteration 29Q: 3 clusters Score -330902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -330905.031250 Penalty: 810.172974
	Iteration 30Q: 3 clusters Score -330905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -330908.718750 Penalty: 810.172974
	Iteration 31Q: 3 clusters Score -330908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -330910.031250 Penalty: 810.172974
	Iteration 32Q: 3 clusters Score -330910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -330910.343750 Penalty: 810.172974
	Iteration 33Q: 3 clusters Score -330910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -330910.562500 Penalty: 810.172974
	Iteration 34Q: 3 clusters Score -330910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -330912.312500 Penalty: 810.172974
	Iteration 35Q: 3 clusters Score -330912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -330913.062500 Penalty: 810.172974
	Iteration 36Q: 3 clusters Score -330913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -330914.343750 Penalty: 810.172974
	Iteration 37Q: 3 clusters Score -330914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -330914.343750 Penalty: 810.172974
	Iteration 38F: 3 clusters Score -330914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Entering Unmasked Estep 
Score: -3122303.500000 Penalty: 505.699158
	Iteration 0F: 2 clusters Score -3122304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -3077432.000000 Penalty: 1011.398315
	Iteration 0F: 3 clusters Score -3077432 nChanged 32351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3096267.000000 Penalty: 1011.398315
	Iteration 1F: 3 clusters Score -3096267 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3096677.500000 Penalty: 1011.398315
	Iteration 2Q: 3 clusters Score -3096678 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3097181.500000 Penalty: 1011.398315
	Iteration 3Q: 3 clusters Score -3097182 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3097763.750000 Penalty: 1011.398315
	Iteration 4Q: 3 clusters Score -3097764 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3098721.000000 Penalty: 1011.398315
	Iteration 5Q: 3 clusters Score -3098721 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3100344.500000 Penalty: 1011.398315
	Iteration 6Q: 3 clusters Score -3100344 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3103243.500000 Penalty: 1011.398315
	Iteration 7F: 3 clusters Score -3103244 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3107341.750000 Penalty: 1011.398315
	Iteration 8F: 3 clusters Score -3107342 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3111378.750000 Penalty: 1011.398315
	Iteration 9F: 3 clusters Score -3111379 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3113720.500000 Penalty: 1011.398315
	Iteration 10Q: 3 clusters Score -3113720 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3114823.750000 Penalty: 1011.398315
	Iteration 11Q: 3 clusters Score -3114824 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3115540.500000 Penalty: 1011.398315
	Iteration 12Q: 3 clusters Score -3115540 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3116162.750000 Penalty: 1011.398315
	Iteration 13Q: 3 clusters Score -3116163 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3116705.750000 Penalty: 1011.398315
	Iteration 14Q: 3 clusters Score -3116706 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3117230.250000 Penalty: 1011.398315
	Iteration 15Q: 3 clusters Score -3117230 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3117731.500000 Penalty: 1011.398315
	Iteration 16Q: 3 clusters Score -3117732 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3118160.000000 Penalty: 1011.398315
	Iteration 17Q: 3 clusters Score -3118160 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3118563.750000 Penalty: 1011.398315
	Iteration 18Q: 3 clusters Score -3118564 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3118932.250000 Penalty: 1011.398315
	Iteration 19Q: 3 clusters Score -3118932 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3119218.750000 Penalty: 1011.398315
	Iteration 20F: 3 clusters Score -3119219 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3119494.000000 Penalty: 1011.398315
	Iteration 21Q: 3 clusters Score -3119494 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3119792.250000 Penalty: 1011.398315
	Iteration 22Q: 3 clusters Score -3119792 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3120084.000000 Penalty: 1011.398315
	Iteration 23Q: 3 clusters Score -3120084 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3120364.750000 Penalty: 1011.398315
	Iteration 24Q: 3 clusters Score -3120365 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3120636.000000 Penalty: 1011.398315
	Iteration 25Q: 3 clusters Score -3120636 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3120909.750000 Penalty: 1011.398315
	Iteration 26Q: 3 clusters Score -3120910 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3121134.000000 Penalty: 1011.398315
	Iteration 27Q: 3 clusters Score -3121134 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3121317.500000 Penalty: 1011.398315
	Iteration 28Q: 3 clusters Score -3121318 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3121470.750000 Penalty: 1011.398315
	Iteration 29Q: 3 clusters Score -3121471 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3121554.250000 Penalty: 1011.398315
	Iteration 30Q: 3 clusters Score -3121554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3121620.750000 Penalty: 1011.398315
	Iteration 31Q: 3 clusters Score -3121621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3121656.750000 Penalty: 1011.398315
	Iteration 32Q: 3 clusters Score -3121657 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3121680.500000 Penalty: 1011.398315
	Iteration 33Q: 3 clusters Score -3121680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3121708.750000 Penalty: 1011.398315
	Iteration 34Q: 3 clusters Score -3121709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3121730.500000 Penalty: 1011.398315
	Iteration 35Q: 3 clusters Score -3121730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3121740.000000 Penalty: 1011.398315
	Iteration 36Q: 3 clusters Score -3121740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3121758.750000 Penalty: 1011.398315
	Iteration 37Q: 3 clusters Score -3121759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3121781.250000 Penalty: 1011.398315
	Iteration 38Q: 3 clusters Score -3121781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3121796.000000 Penalty: 1011.398315
	Iteration 39Q: 3 clusters Score -3121796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3121811.500000 Penalty: 1011.398315
	Iteration 40F: 3 clusters Score -3121812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3121821.250000 Penalty: 1011.398315
	Iteration 41Q: 3 clusters Score -3121821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3121830.000000 Penalty: 1011.398315
	Iteration 42Q: 3 clusters Score -3121830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3121823.000000 Penalty: 1011.398315
	Iteration 43Q: 3 clusters Score -3121823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3121838.750000 Penalty: 1011.398315
	Iteration 44Q: 3 clusters Score -3121839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3121839.750000 Penalty: 1011.398315
	Iteration 45Q: 3 clusters Score -3121840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3121852.500000 Penalty: 1011.398315
	Iteration 46Q: 3 clusters Score -3121852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3121850.750000 Penalty: 1011.398315
	Iteration 47Q: 3 clusters Score -3121851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3121855.250000 Penalty: 1011.398315
	Iteration 48Q: 3 clusters Score -3121855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3121856.500000 Penalty: 1011.398315
	Iteration 49Q: 3 clusters Score -3121856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3121856.250000 Penalty: 1011.398315
	Iteration 50Q: 3 clusters Score -3121856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3121855.000000 Penalty: 1011.398315
	Iteration 51Q: 3 clusters Score -3121855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3121859.500000 Penalty: 1011.398315
	Iteration 52Q: 3 clusters Score -3121860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3121861.500000 Penalty: 1011.398315
	Iteration 53Q: 3 clusters Score -3121862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3121859.500000 Penalty: 1011.398315
	Iteration 54Q: 3 clusters Score -3121860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3121864.750000 Penalty: 1011.398315
	Iteration 55Q: 3 clusters Score -3121865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3121868.250000 Penalty: 1011.398315
	Iteration 56Q: 3 clusters Score -3121868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3121871.250000 Penalty: 1011.398315
	Iteration 57Q: 3 clusters Score -3121871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3121873.000000 Penalty: 1011.398315
	Iteration 58Q: 3 clusters Score -3121873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3121876.750000 Penalty: 1011.398315
	Iteration 59Q: 3 clusters Score -3121877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3121883.750000 Penalty: 1011.398315
	Iteration 60F: 3 clusters Score -3121884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3121880.000000 Penalty: 1011.398315
	Iteration 61Q: 3 clusters Score -3121880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3121881.000000 Penalty: 1011.398315
	Iteration 62Q: 3 clusters Score -3121881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3121884.750000 Penalty: 1011.398315
	Iteration 63Q: 3 clusters Score -3121885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3121884.250000 Penalty: 1011.398315
	Iteration 64Q: 3 clusters Score -3121884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3121883.750000 Penalty: 1011.398315
	Iteration 65Q: 3 clusters Score -3121884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3121885.000000 Penalty: 1011.398315
	Iteration 66Q: 3 clusters Score -3121885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3121888.500000 Penalty: 1011.398315
	Iteration 67Q: 3 clusters Score -3121888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3121890.500000 Penalty: 1011.398315
	Iteration 68Q: 3 clusters Score -3121890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3121888.750000 Penalty: 1011.398315
	Iteration 69Q: 3 clusters Score -3121889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3121891.750000 Penalty: 1011.398315
	Iteration 70Q: 3 clusters Score -3121892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3121892.500000 Penalty: 1011.398315
	Iteration 71Q: 3 clusters Score -3121892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3121894.750000 Penalty: 1011.398315
	Iteration 72Q: 3 clusters Score -3121895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3121897.000000 Penalty: 1011.398315
	Iteration 73Q: 3 clusters Score -3121897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3121895.500000 Penalty: 1011.398315
	Iteration 74Q: 3 clusters Score -3121896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3121893.000000 Penalty: 1011.398315
	Iteration 75Q: 3 clusters Score -3121893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3121895.250000 Penalty: 1011.398315
	Iteration 76Q: 3 clusters Score -3121895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3121895.250000 Penalty: 1011.398315
	Iteration 77Q: 3 clusters Score -3121895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3121894.000000 Penalty: 1011.398315
	Iteration 78Q: 3 clusters Score -3121894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3121897.750000 Penalty: 1011.398315
	Iteration 79Q: 3 clusters Score -3121898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3121896.500000 Penalty: 1011.398315
	Iteration 80F: 3 clusters Score -3121896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3121898.250000 Penalty: 1011.398315
	Iteration 81Q: 3 clusters Score -3121898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3121902.250000 Penalty: 1011.398315
	Iteration 82Q: 3 clusters Score -3121902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3121907.000000 Penalty: 1011.398315
	Iteration 83Q: 3 clusters Score -3121907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3121905.750000 Penalty: 1011.398315
	Iteration 84Q: 3 clusters Score -3121906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3121910.500000 Penalty: 1011.398315
	Iteration 85Q: 3 clusters Score -3121910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3121909.250000 Penalty: 1011.398315
	Iteration 86Q: 3 clusters Score -3121909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3121910.750000 Penalty: 1011.398315
	Iteration 87Q: 3 clusters Score -3121911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3121910.500000 Penalty: 1011.398315
	Iteration 88Q: 3 clusters Score -3121910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3121910.500000 Penalty: 1011.398315
	Iteration 89F: 3 clusters Score -3121910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (318224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318224 members 
Entering Unmasked Estep 
Score: -13902688.000000 Penalty: 576.508240
	Iteration 0F: 2 clusters Score -1.390269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -13691065.000000 Penalty: 1153.016479
	Iteration 0F: 3 clusters Score -1.369106e+07 nChanged 157311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 172289 members 
Entering Unmasked Estep 
Score: -13788729.000000 Penalty: 1153.016479
	Iteration 1F: 3 clusters Score -1.378873e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137146 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -13793637.000000 Penalty: 1153.016479
	Iteration 2Q: 3 clusters Score -1.379364e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123821 members 
Mstep: Class 2 contains 194403 members 
Entering Unmasked Estep 
Score: -13801710.000000 Penalty: 1153.016479
	Iteration 3Q: 3 clusters Score -1.380171e+07 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 213341 members 
Entering Unmasked Estep 
Score: -13815252.000000 Penalty: 1153.016479
	Iteration 4F: 3 clusters Score -1.381525e+07 nChanged 24455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 237090 members 
Entering Unmasked Estep 
Score: -13834470.000000 Penalty: 1153.016479
	Iteration 5F: 3 clusters Score -1.383447e+07 nChanged 24908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 261684 members 
Entering Unmasked Estep 
Score: -13856392.000000 Penalty: 1153.016479
	Iteration 6F: 3 clusters Score -1.385639e+07 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 282518 members 
Entering Unmasked Estep 
Score: -13875421.000000 Penalty: 1153.016479
	Iteration 7F: 3 clusters Score -1.387542e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 297362 members 
Entering Unmasked Estep 
Score: -13888274.000000 Penalty: 1153.016479
	Iteration 8Q: 3 clusters Score -1.388827e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 307459 members 
Entering Unmasked Estep 
Score: -13895642.000000 Penalty: 1153.016479
	Iteration 9Q: 3 clusters Score -1.389564e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 313347 members 
Entering Unmasked Estep 
Score: -13899425.000000 Penalty: 1153.016479
	Iteration 10Q: 3 clusters Score -1.389942e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 316299 members 
Entering Unmasked Estep 
Score: -13901136.000000 Penalty: 1153.016479
	Iteration 11Q: 3 clusters Score -1.390114e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 317492 members 
Entering Unmasked Estep 
Score: -13901841.000000 Penalty: 1153.016479
	Iteration 12Q: 3 clusters Score -1.390184e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317918 members 
Entering Unmasked Estep 
Score: -13902020.000000 Penalty: 1153.016479
	Iteration 13Q: 3 clusters Score -1.390202e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 318049 members 
Entering Unmasked Estep 
Score: -13902105.000000 Penalty: 1153.016479
	Iteration 14Q: 3 clusters Score -1.39021e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 318091 members 
Entering Unmasked Estep 
Score: -13902156.000000 Penalty: 1153.016479
	Iteration 15Q: 3 clusters Score -1.390216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 318105 members 
Entering Unmasked Estep 
Score: -13902169.000000 Penalty: 1153.016479
	Iteration 16Q: 3 clusters Score -1.390217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 318114 members 
Entering Unmasked Estep 
Score: -13902183.000000 Penalty: 1153.016479
	Iteration 17Q: 3 clusters Score -1.390218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 318119 members 
Entering Unmasked Estep 
Score: -13902187.000000 Penalty: 1153.016479
	Iteration 18Q: 3 clusters Score -1.390219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 318125 members 
Entering Unmasked Estep 
Score: -13902198.000000 Penalty: 1153.016479
	Iteration 19Q: 3 clusters Score -1.39022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 318127 members 
Entering Unmasked Estep 
Score: -13902209.000000 Penalty: 1153.016479
	Iteration 20F: 3 clusters Score -1.390221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 318129 members 
Entering Unmasked Estep 
Score: -13902204.000000 Penalty: 1153.016479
	Iteration 21Q: 3 clusters Score -1.39022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 318130 members 
Entering Unmasked Estep 
Score: -13902211.000000 Penalty: 1153.016479
	Iteration 22Q: 3 clusters Score -1.390221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -13902210.000000 Penalty: 1153.016479
	Iteration 23Q: 3 clusters Score -1.390221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 318130 members 
Entering Unmasked Estep 
Score: -13902216.000000 Penalty: 1153.016479
	Iteration 24Q: 3 clusters Score -1.390222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -13902214.000000 Penalty: 1153.016479
	Iteration 25Q: 3 clusters Score -1.390221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 318129 members 
Entering Unmasked Estep 
Score: -13902217.000000 Penalty: 1153.016479
	Iteration 26Q: 3 clusters Score -1.390222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318128 members 
Entering Unmasked Estep 
Score: -13902214.000000 Penalty: 1153.016479
	Iteration 27Q: 3 clusters Score -1.390221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 318127 members 
Entering Unmasked Estep 
Score: -13902220.000000 Penalty: 1153.016479
	Iteration 28Q: 3 clusters Score -1.390222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318128 members 
Entering Unmasked Estep 
Score: -13902216.000000 Penalty: 1153.016479
	Iteration 29Q: 3 clusters Score -1.390222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318128 members 
Entering Unmasked Estep 
Score: -13902216.000000 Penalty: 1153.016479
	Iteration 30F: 3 clusters Score -1.390222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Entering Unmasked Estep 
Score: -614290.437500 Penalty: 434.916321
	Iteration 0F: 2 clusters Score -614290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -604865.312500 Penalty: 869.832642
	Iteration 0F: 3 clusters Score -604865.3 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -608635.250000 Penalty: 869.832642
	Iteration 1F: 3 clusters Score -608635.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -608859.750000 Penalty: 869.832642
	Iteration 2Q: 3 clusters Score -608859.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -609111.187500 Penalty: 869.832642
	Iteration 3Q: 3 clusters Score -609111.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -609454.812500 Penalty: 869.832642
	Iteration 4Q: 3 clusters Score -609454.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -609972.312500 Penalty: 869.832642
	Iteration 5F: 3 clusters Score -609972.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -610711.500000 Penalty: 869.832642
	Iteration 6F: 3 clusters Score -610711.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -611652.875000 Penalty: 869.832642
	Iteration 7F: 3 clusters Score -611652.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -612357.562500 Penalty: 869.832642
	Iteration 8F: 3 clusters Score -612357.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -612723.375000 Penalty: 869.832642
	Iteration 9Q: 3 clusters Score -612723.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -612962.312500 Penalty: 869.832642
	Iteration 10Q: 3 clusters Score -612962.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -613108.937500 Penalty: 869.832642
	Iteration 11Q: 3 clusters Score -613108.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -613233.187500 Penalty: 869.832642
	Iteration 12Q: 3 clusters Score -613233.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -613310.937500 Penalty: 869.832642
	Iteration 13Q: 3 clusters Score -613310.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -613372.812500 Penalty: 869.832642
	Iteration 14Q: 3 clusters Score -613372.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -613428.562500 Penalty: 869.832642
	Iteration 15Q: 3 clusters Score -613428.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -613491.250000 Penalty: 869.832642
	Iteration 16Q: 3 clusters Score -613491.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -613558.625000 Penalty: 869.832642
	Iteration 17Q: 3 clusters Score -613558.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -613605.562500 Penalty: 869.832642
	Iteration 18Q: 3 clusters Score -613605.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -613640.562500 Penalty: 869.832642
	Iteration 19Q: 3 clusters Score -613640.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -613663.187500 Penalty: 869.832642
	Iteration 20F: 3 clusters Score -613663.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -613682.125000 Penalty: 869.832642
	Iteration 21Q: 3 clusters Score -613682.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -613698.187500 Penalty: 869.832642
	Iteration 22Q: 3 clusters Score -613698.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -613715.437500 Penalty: 869.832642
	Iteration 23Q: 3 clusters Score -613715.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -613732.250000 Penalty: 869.832642
	Iteration 24Q: 3 clusters Score -613732.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -613744.312500 Penalty: 869.832642
	Iteration 25Q: 3 clusters Score -613744.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -613757.437500 Penalty: 869.832642
	Iteration 26Q: 3 clusters Score -613757.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -613765.687500 Penalty: 869.832642
	Iteration 27Q: 3 clusters Score -613765.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -613777.437500 Penalty: 869.832642
	Iteration 28Q: 3 clusters Score -613777.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -613784.000000 Penalty: 869.832642
	Iteration 29Q: 3 clusters Score -613784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -613792.000000 Penalty: 869.832642
	Iteration 30Q: 3 clusters Score -613792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -613798.312500 Penalty: 869.832642
	Iteration 31Q: 3 clusters Score -613798.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -613803.625000 Penalty: 869.832642
	Iteration 32Q: 3 clusters Score -613803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -613808.625000 Penalty: 869.832642
	Iteration 33Q: 3 clusters Score -613808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -613815.750000 Penalty: 869.832642
	Iteration 34Q: 3 clusters Score -613815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -613821.500000 Penalty: 869.832642
	Iteration 35Q: 3 clusters Score -613821.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -613827.187500 Penalty: 869.832642
	Iteration 36Q: 3 clusters Score -613827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -613831.375000 Penalty: 869.832642
	Iteration 37Q: 3 clusters Score -613831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -613837.750000 Penalty: 869.832642
	Iteration 38Q: 3 clusters Score -613837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -613842.562500 Penalty: 869.832642
	Iteration 39Q: 3 clusters Score -613842.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -613850.937500 Penalty: 869.832642
	Iteration 40F: 3 clusters Score -613850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -613855.375000 Penalty: 869.832642
	Iteration 41Q: 3 clusters Score -613855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -613859.625000 Penalty: 869.832642
	Iteration 42Q: 3 clusters Score -613859.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -613863.312500 Penalty: 869.832642
	Iteration 43Q: 3 clusters Score -613863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -613868.062500 Penalty: 869.832642
	Iteration 44Q: 3 clusters Score -613868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -613873.187500 Penalty: 869.832642
	Iteration 45Q: 3 clusters Score -613873.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -613878.937500 Penalty: 869.832642
	Iteration 46Q: 3 clusters Score -613878.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -613885.312500 Penalty: 869.832642
	Iteration 47Q: 3 clusters Score -613885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -613891.562500 Penalty: 869.832642
	Iteration 48Q: 3 clusters Score -613891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -613894.625000 Penalty: 869.832642
	Iteration 49Q: 3 clusters Score -613894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -613896.812500 Penalty: 869.832642
	Iteration 50Q: 3 clusters Score -613896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -613897.312500 Penalty: 869.832642
	Iteration 51Q: 3 clusters Score -613897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -613898.312500 Penalty: 869.832642
	Iteration 52Q: 3 clusters Score -613898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -613898.500000 Penalty: 869.832642
	Iteration 53Q: 3 clusters Score -613898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -613898.687500 Penalty: 869.832642
	Iteration 54Q: 3 clusters Score -613898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -613899.562500 Penalty: 869.832642
	Iteration 55Q: 3 clusters Score -613899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -613899.875000 Penalty: 869.832642
	Iteration 56Q: 3 clusters Score -613899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -613901.000000 Penalty: 869.832642
	Iteration 57Q: 3 clusters Score -613901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -613900.812500 Penalty: 869.832642
	Iteration 58Q: 3 clusters Score -613900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -613903.250000 Penalty: 869.832642
	Iteration 59Q: 3 clusters Score -613903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -613907.062500 Penalty: 869.832642
	Iteration 60F: 3 clusters Score -613907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -613911.250000 Penalty: 869.832642
	Iteration 61Q: 3 clusters Score -613911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -613915.375000 Penalty: 869.832642
	Iteration 62Q: 3 clusters Score -613915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -613920.062500 Penalty: 869.832642
	Iteration 63Q: 3 clusters Score -613920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -613925.562500 Penalty: 869.832642
	Iteration 64Q: 3 clusters Score -613925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -613926.875000 Penalty: 869.832642
	Iteration 65Q: 3 clusters Score -613926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -613931.062500 Penalty: 869.832642
	Iteration 66Q: 3 clusters Score -613931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -613931.625000 Penalty: 869.832642
	Iteration 67Q: 3 clusters Score -613931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -613933.000000 Penalty: 869.832642
	Iteration 68Q: 3 clusters Score -613933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -613933.375000 Penalty: 869.832642
	Iteration 69Q: 3 clusters Score -613933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -613936.875000 Penalty: 869.832642
	Iteration 70Q: 3 clusters Score -613936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -613938.250000 Penalty: 869.832642
	Iteration 71Q: 3 clusters Score -613938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -613941.562500 Penalty: 869.832642
	Iteration 72Q: 3 clusters Score -613941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -613943.500000 Penalty: 869.832642
	Iteration 73Q: 3 clusters Score -613943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -613946.750000 Penalty: 869.832642
	Iteration 74Q: 3 clusters Score -613946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -613952.437500 Penalty: 869.832642
	Iteration 75Q: 3 clusters Score -613952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -613954.812500 Penalty: 869.832642
	Iteration 76Q: 3 clusters Score -613954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -613958.437500 Penalty: 869.832642
	Iteration 77Q: 3 clusters Score -613958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -613959.187500 Penalty: 869.832642
	Iteration 78Q: 3 clusters Score -613959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -613961.187500 Penalty: 869.832642
	Iteration 79Q: 3 clusters Score -613961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -613963.375000 Penalty: 869.832642
	Iteration 80F: 3 clusters Score -613963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -613964.687500 Penalty: 869.832642
	Iteration 81Q: 3 clusters Score -613964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -613966.687500 Penalty: 869.832642
	Iteration 82Q: 3 clusters Score -613966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -613966.875000 Penalty: 869.832642
	Iteration 83Q: 3 clusters Score -613966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -613966.875000 Penalty: 869.832642
	Iteration 84F: 3 clusters Score -613966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341522 members 
Entering Unmasked Estep 
Score: -14775608.000000 Penalty: 579.723083
	Iteration 0F: 2 clusters Score -1.477561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -14546229.000000 Penalty: 1159.446167
	Iteration 0F: 3 clusters Score -1.454623e+07 nChanged 168878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 167675 members 
Entering Unmasked Estep 
Score: -14659729.000000 Penalty: 1159.446167
	Iteration 1F: 3 clusters Score -1.465973e+07 nChanged 20349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 164424 members 
Entering Unmasked Estep 
Score: -14671404.000000 Penalty: 1159.446167
	Iteration 2F: 3 clusters Score -1.46714e+07 nChanged 22600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179720 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -14687316.000000 Penalty: 1159.446167
	Iteration 3F: 3 clusters Score -1.468732e+07 nChanged 23546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -14705989.000000 Penalty: 1159.446167
	Iteration 4F: 3 clusters Score -1.470599e+07 nChanged 21847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182565 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -14721407.000000 Penalty: 1159.446167
	Iteration 5F: 3 clusters Score -1.472141e+07 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 156899 members 
Entering Unmasked Estep 
Score: -14729999.000000 Penalty: 1159.446167
	Iteration 6Q: 3 clusters Score -1.473e+07 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 153681 members 
Entering Unmasked Estep 
Score: -14735007.000000 Penalty: 1159.446167
	Iteration 7Q: 3 clusters Score -1.473501e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192274 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -14739475.000000 Penalty: 1159.446167
	Iteration 8Q: 3 clusters Score -1.473948e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -14744043.000000 Penalty: 1159.446167
	Iteration 9Q: 3 clusters Score -1.474404e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203552 members 
Mstep: Class 2 contains 137970 members 
Entering Unmasked Estep 
Score: -14748995.000000 Penalty: 1159.446167
	Iteration 10Q: 3 clusters Score -1.4749e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -14753792.000000 Penalty: 1159.446167
	Iteration 11Q: 3 clusters Score -1.475379e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215360 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -14758032.000000 Penalty: 1159.446167
	Iteration 12Q: 3 clusters Score -1.475803e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 121173 members 
Entering Unmasked Estep 
Score: -14761051.000000 Penalty: 1159.446167
	Iteration 13Q: 3 clusters Score -1.476105e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224718 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -14763283.000000 Penalty: 1159.446167
	Iteration 14Q: 3 clusters Score -1.476328e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228506 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -14764927.000000 Penalty: 1159.446167
	Iteration 15Q: 3 clusters Score -1.476493e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231795 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -14766117.000000 Penalty: 1159.446167
	Iteration 16Q: 3 clusters Score -1.476612e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234867 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -14766882.000000 Penalty: 1159.446167
	Iteration 17Q: 3 clusters Score -1.476688e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237679 members 
Mstep: Class 2 contains 103843 members 
Entering Unmasked Estep 
Score: -14767583.000000 Penalty: 1159.446167
	Iteration 18Q: 3 clusters Score -1.476758e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240263 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -14768274.000000 Penalty: 1159.446167
	Iteration 19Q: 3 clusters Score -1.476827e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242691 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -14768888.000000 Penalty: 1159.446167
	Iteration 20F: 3 clusters Score -1.476889e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245087 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -14769290.000000 Penalty: 1159.446167
	Iteration 21Q: 3 clusters Score -1.476929e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247296 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -14769789.000000 Penalty: 1159.446167
	Iteration 22Q: 3 clusters Score -1.476979e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249496 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -14770088.000000 Penalty: 1159.446167
	Iteration 23Q: 3 clusters Score -1.477009e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251673 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -14770508.000000 Penalty: 1159.446167
	Iteration 24Q: 3 clusters Score -1.477051e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253816 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -14770928.000000 Penalty: 1159.446167
	Iteration 25Q: 3 clusters Score -1.477093e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255862 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -14771406.000000 Penalty: 1159.446167
	Iteration 26Q: 3 clusters Score -1.477141e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257976 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -14771784.000000 Penalty: 1159.446167
	Iteration 27Q: 3 clusters Score -1.477178e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259995 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -14772094.000000 Penalty: 1159.446167
	Iteration 28Q: 3 clusters Score -1.477209e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261886 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -14772424.000000 Penalty: 1159.446167
	Iteration 29Q: 3 clusters Score -1.477242e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263772 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -14772771.000000 Penalty: 1159.446167
	Iteration 30Q: 3 clusters Score -1.477277e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265648 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -14773178.000000 Penalty: 1159.446167
	Iteration 31Q: 3 clusters Score -1.477318e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267469 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -14773493.000000 Penalty: 1159.446167
	Iteration 32Q: 3 clusters Score -1.477349e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269229 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -14773854.000000 Penalty: 1159.446167
	Iteration 33Q: 3 clusters Score -1.477385e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270913 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -14774182.000000 Penalty: 1159.446167
	Iteration 34Q: 3 clusters Score -1.477418e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272537 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -14774470.000000 Penalty: 1159.446167
	Iteration 35Q: 3 clusters Score -1.477447e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274073 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -14774803.000000 Penalty: 1159.446167
	Iteration 36Q: 3 clusters Score -1.47748e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275582 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -14775126.000000 Penalty: 1159.446167
	Iteration 37Q: 3 clusters Score -1.477513e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276998 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -14775288.000000 Penalty: 1159.446167
	Iteration 38Q: 3 clusters Score -1.477529e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278303 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -14775526.000000 Penalty: 1159.446167
	Iteration 39Q: 3 clusters Score -1.477553e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279562 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -14775732.000000 Penalty: 1159.446167
	Iteration 40F: 3 clusters Score -1.477573e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280855 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -14775954.000000 Penalty: 1159.446167
	Iteration 41Q: 3 clusters Score -1.477595e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282087 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -14776011.000000 Penalty: 1159.446167
	Iteration 42Q: 3 clusters Score -1.477601e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283282 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -14776293.000000 Penalty: 1159.446167
	Iteration 43Q: 3 clusters Score -1.477629e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284399 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -14776430.000000 Penalty: 1159.446167
	Iteration 44Q: 3 clusters Score -1.477643e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285507 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -14776547.000000 Penalty: 1159.446167
	Iteration 45Q: 3 clusters Score -1.477655e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286605 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -14776798.000000 Penalty: 1159.446167
	Iteration 46Q: 3 clusters Score -1.47768e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287706 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -14776923.000000 Penalty: 1159.446167
	Iteration 47Q: 3 clusters Score -1.477692e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288763 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -14777034.000000 Penalty: 1159.446167
	Iteration 48Q: 3 clusters Score -1.477703e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289772 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -14777179.000000 Penalty: 1159.446167
	Iteration 49Q: 3 clusters Score -1.477718e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290803 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -14777282.000000 Penalty: 1159.446167
	Iteration 50Q: 3 clusters Score -1.477728e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291816 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -14777408.000000 Penalty: 1159.446167
	Iteration 51Q: 3 clusters Score -1.477741e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292844 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -14777606.000000 Penalty: 1159.446167
	Iteration 52Q: 3 clusters Score -1.477761e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293836 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -14777708.000000 Penalty: 1159.446167
	Iteration 53Q: 3 clusters Score -1.477771e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294809 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -14777819.000000 Penalty: 1159.446167
	Iteration 54Q: 3 clusters Score -1.477782e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295712 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -14777878.000000 Penalty: 1159.446167
	Iteration 55Q: 3 clusters Score -1.477788e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296633 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -14777953.000000 Penalty: 1159.446167
	Iteration 56Q: 3 clusters Score -1.477795e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297529 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -14778076.000000 Penalty: 1159.446167
	Iteration 57Q: 3 clusters Score -1.477808e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298413 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -14778088.000000 Penalty: 1159.446167
	Iteration 58Q: 3 clusters Score -1.477809e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299264 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -14778206.000000 Penalty: 1159.446167
	Iteration 59Q: 3 clusters Score -1.477821e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300133 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -14778304.000000 Penalty: 1159.446167
	Iteration 60F: 3 clusters Score -1.47783e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300996 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -14778311.000000 Penalty: 1159.446167
	Iteration 61Q: 3 clusters Score -1.477831e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301845 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -14778328.000000 Penalty: 1159.446167
	Iteration 62Q: 3 clusters Score -1.477833e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302667 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -14778333.000000 Penalty: 1159.446167
	Iteration 63Q: 3 clusters Score -1.477833e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303481 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -14778371.000000 Penalty: 1159.446167
	Iteration 64Q: 3 clusters Score -1.477837e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304303 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -14778356.000000 Penalty: 1159.446167
	Iteration 65Q: 3 clusters Score -1.477836e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305149 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -14778402.000000 Penalty: 1159.446167
	Iteration 66Q: 3 clusters Score -1.47784e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305984 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -14778428.000000 Penalty: 1159.446167
	Iteration 67Q: 3 clusters Score -1.477843e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306760 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -14778435.000000 Penalty: 1159.446167
	Iteration 68Q: 3 clusters Score -1.477844e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307486 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -14778404.000000 Penalty: 1159.446167
	Iteration 69Q: 3 clusters Score -1.47784e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308172 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -14778378.000000 Penalty: 1159.446167
	Iteration 70Q: 3 clusters Score -1.477838e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308825 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -14778341.000000 Penalty: 1159.446167
	Iteration 71Q: 3 clusters Score -1.477834e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309490 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -14778332.000000 Penalty: 1159.446167
	Iteration 72Q: 3 clusters Score -1.477833e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310130 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -14778347.000000 Penalty: 1159.446167
	Iteration 73Q: 3 clusters Score -1.477835e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310706 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -14778351.000000 Penalty: 1159.446167
	Iteration 74Q: 3 clusters Score -1.477835e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311265 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -14778344.000000 Penalty: 1159.446167
	Iteration 75Q: 3 clusters Score -1.477834e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311826 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -14778377.000000 Penalty: 1159.446167
	Iteration 76Q: 3 clusters Score -1.477838e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312374 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -14778363.000000 Penalty: 1159.446167
	Iteration 77Q: 3 clusters Score -1.477836e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312901 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -14778369.000000 Penalty: 1159.446167
	Iteration 78Q: 3 clusters Score -1.477837e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313435 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -14778381.000000 Penalty: 1159.446167
	Iteration 79Q: 3 clusters Score -1.477838e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313936 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -14778304.000000 Penalty: 1159.446167
	Iteration 80F: 3 clusters Score -1.47783e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314437 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -14778364.000000 Penalty: 1159.446167
	Iteration 81Q: 3 clusters Score -1.477836e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314937 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -14778426.000000 Penalty: 1159.446167
	Iteration 82Q: 3 clusters Score -1.477843e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315442 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -14778339.000000 Penalty: 1159.446167
	Iteration 83Q: 3 clusters Score -1.477834e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315956 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -14778342.000000 Penalty: 1159.446167
	Iteration 84Q: 3 clusters Score -1.477834e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316406 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -14778382.000000 Penalty: 1159.446167
	Iteration 85Q: 3 clusters Score -1.477838e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316836 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -14778373.000000 Penalty: 1159.446167
	Iteration 86Q: 3 clusters Score -1.477837e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317227 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -14778382.000000 Penalty: 1159.446167
	Iteration 87Q: 3 clusters Score -1.477838e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317620 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -14778374.000000 Penalty: 1159.446167
	Iteration 88Q: 3 clusters Score -1.477837e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318001 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -14778380.000000 Penalty: 1159.446167
	Iteration 89Q: 3 clusters Score -1.477838e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318349 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -14778358.000000 Penalty: 1159.446167
	Iteration 90Q: 3 clusters Score -1.477836e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318686 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -14778322.000000 Penalty: 1159.446167
	Iteration 91Q: 3 clusters Score -1.477832e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319022 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -14778248.000000 Penalty: 1159.446167
	Iteration 92Q: 3 clusters Score -1.477825e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319335 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -14778224.000000 Penalty: 1159.446167
	Iteration 93Q: 3 clusters Score -1.477822e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319645 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -14778202.000000 Penalty: 1159.446167
	Iteration 94Q: 3 clusters Score -1.47782e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319956 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -14778184.000000 Penalty: 1159.446167
	Iteration 95Q: 3 clusters Score -1.477818e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320253 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -14778188.000000 Penalty: 1159.446167
	Iteration 96Q: 3 clusters Score -1.477819e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320561 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -14778105.000000 Penalty: 1159.446167
	Iteration 97Q: 3 clusters Score -1.47781e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320845 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -14778057.000000 Penalty: 1159.446167
	Iteration 98Q: 3 clusters Score -1.477806e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321128 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -14778053.000000 Penalty: 1159.446167
	Iteration 99Q: 3 clusters Score -1.477805e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321445 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -14778020.000000 Penalty: 1159.446167
	Iteration 100F: 3 clusters Score -1.477802e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321752 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -14778022.000000 Penalty: 1159.446167
	Iteration 101Q: 3 clusters Score -1.477802e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322055 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -14777995.000000 Penalty: 1159.446167
	Iteration 102Q: 3 clusters Score -1.4778e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322372 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -14778002.000000 Penalty: 1159.446167
	Iteration 103Q: 3 clusters Score -1.4778e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322668 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -14777929.000000 Penalty: 1159.446167
	Iteration 104Q: 3 clusters Score -1.477793e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322957 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -14777940.000000 Penalty: 1159.446167
	Iteration 105Q: 3 clusters Score -1.477794e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323219 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -14777917.000000 Penalty: 1159.446167
	Iteration 106Q: 3 clusters Score -1.477792e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323483 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -14777810.000000 Penalty: 1159.446167
	Iteration 107Q: 3 clusters Score -1.477781e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323741 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -14777781.000000 Penalty: 1159.446167
	Iteration 108Q: 3 clusters Score -1.477778e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324031 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -14777707.000000 Penalty: 1159.446167
	Iteration 109Q: 3 clusters Score -1.477771e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324303 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -14777675.000000 Penalty: 1159.446167
	Iteration 110Q: 3 clusters Score -1.477768e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324553 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -14777673.000000 Penalty: 1159.446167
	Iteration 111Q: 3 clusters Score -1.477767e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324798 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -14777653.000000 Penalty: 1159.446167
	Iteration 112Q: 3 clusters Score -1.477765e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325014 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -14777645.000000 Penalty: 1159.446167
	Iteration 113Q: 3 clusters Score -1.477764e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325243 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -14777621.000000 Penalty: 1159.446167
	Iteration 114Q: 3 clusters Score -1.477762e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325438 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -14777547.000000 Penalty: 1159.446167
	Iteration 115Q: 3 clusters Score -1.477755e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325598 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -14777524.000000 Penalty: 1159.446167
	Iteration 116Q: 3 clusters Score -1.477752e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325738 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -14777514.000000 Penalty: 1159.446167
	Iteration 117Q: 3 clusters Score -1.477751e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325866 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -14777483.000000 Penalty: 1159.446167
	Iteration 118Q: 3 clusters Score -1.477748e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325984 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -14777481.000000 Penalty: 1159.446167
	Iteration 119Q: 3 clusters Score -1.477748e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326078 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -14777454.000000 Penalty: 1159.446167
	Iteration 120F: 3 clusters Score -1.477745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326163 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -14777452.000000 Penalty: 1159.446167
	Iteration 121Q: 3 clusters Score -1.477745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326248 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -14777437.000000 Penalty: 1159.446167
	Iteration 122Q: 3 clusters Score -1.477744e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326337 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -14777430.000000 Penalty: 1159.446167
	Iteration 123Q: 3 clusters Score -1.477743e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326424 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -14777443.000000 Penalty: 1159.446167
	Iteration 124Q: 3 clusters Score -1.477744e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326526 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -14777445.000000 Penalty: 1159.446167
	Iteration 125Q: 3 clusters Score -1.477744e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326619 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -14777469.000000 Penalty: 1159.446167
	Iteration 126Q: 3 clusters Score -1.477747e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326723 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -14777412.000000 Penalty: 1159.446167
	Iteration 127Q: 3 clusters Score -1.477741e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326821 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -14777402.000000 Penalty: 1159.446167
	Iteration 128Q: 3 clusters Score -1.47774e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326906 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -14777405.000000 Penalty: 1159.446167
	Iteration 129Q: 3 clusters Score -1.47774e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326983 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -14777392.000000 Penalty: 1159.446167
	Iteration 130Q: 3 clusters Score -1.477739e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327054 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -14777377.000000 Penalty: 1159.446167
	Iteration 131Q: 3 clusters Score -1.477738e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327130 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -14777383.000000 Penalty: 1159.446167
	Iteration 132Q: 3 clusters Score -1.477738e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327197 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -14777388.000000 Penalty: 1159.446167
	Iteration 133Q: 3 clusters Score -1.477739e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327260 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -14777375.000000 Penalty: 1159.446167
	Iteration 134Q: 3 clusters Score -1.477738e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327321 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -14777365.000000 Penalty: 1159.446167
	Iteration 135Q: 3 clusters Score -1.477736e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327381 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -14777348.000000 Penalty: 1159.446167
	Iteration 136Q: 3 clusters Score -1.477735e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327440 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -14777336.000000 Penalty: 1159.446167
	Iteration 137Q: 3 clusters Score -1.477734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327497 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -14777323.000000 Penalty: 1159.446167
	Iteration 138Q: 3 clusters Score -1.477732e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327562 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -14777286.000000 Penalty: 1159.446167
	Iteration 139Q: 3 clusters Score -1.477729e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327645 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -14777245.000000 Penalty: 1159.446167
	Iteration 140F: 3 clusters Score -1.477724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327723 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -14777204.000000 Penalty: 1159.446167
	Iteration 141Q: 3 clusters Score -1.47772e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327784 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -14777181.000000 Penalty: 1159.446167
	Iteration 142Q: 3 clusters Score -1.477718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327847 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -14777184.000000 Penalty: 1159.446167
	Iteration 143Q: 3 clusters Score -1.477718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327901 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -14777155.000000 Penalty: 1159.446167
	Iteration 144Q: 3 clusters Score -1.477716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327942 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -14777145.000000 Penalty: 1159.446167
	Iteration 145Q: 3 clusters Score -1.477714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327988 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -14777140.000000 Penalty: 1159.446167
	Iteration 146Q: 3 clusters Score -1.477714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328026 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -14777151.000000 Penalty: 1159.446167
	Iteration 147Q: 3 clusters Score -1.477715e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328062 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -14777149.000000 Penalty: 1159.446167
	Iteration 148Q: 3 clusters Score -1.477715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328101 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -14777172.000000 Penalty: 1159.446167
	Iteration 149Q: 3 clusters Score -1.477717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328133 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -14777169.000000 Penalty: 1159.446167
	Iteration 150Q: 3 clusters Score -1.477717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328163 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -14777166.000000 Penalty: 1159.446167
	Iteration 151Q: 3 clusters Score -1.477717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328198 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -14777156.000000 Penalty: 1159.446167
	Iteration 152Q: 3 clusters Score -1.477716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328226 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -14777166.000000 Penalty: 1159.446167
	Iteration 153Q: 3 clusters Score -1.477717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328250 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -14777167.000000 Penalty: 1159.446167
	Iteration 154Q: 3 clusters Score -1.477717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328264 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -14777166.000000 Penalty: 1159.446167
	Iteration 155Q: 3 clusters Score -1.477717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328281 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -14777177.000000 Penalty: 1159.446167
	Iteration 156Q: 3 clusters Score -1.477718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328298 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -14777180.000000 Penalty: 1159.446167
	Iteration 157Q: 3 clusters Score -1.477718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328313 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -14777177.000000 Penalty: 1159.446167
	Iteration 158Q: 3 clusters Score -1.477718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328323 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -14777163.000000 Penalty: 1159.446167
	Iteration 159Q: 3 clusters Score -1.477716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328329 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -14777173.000000 Penalty: 1159.446167
	Iteration 160F: 3 clusters Score -1.477717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328333 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -14777178.000000 Penalty: 1159.446167
	Iteration 161Q: 3 clusters Score -1.477718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328337 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -14777178.000000 Penalty: 1159.446167
	Iteration 162Q: 3 clusters Score -1.477718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328342 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -14777168.000000 Penalty: 1159.446167
	Iteration 163Q: 3 clusters Score -1.477717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328347 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -14777168.000000 Penalty: 1159.446167
	Iteration 164Q: 3 clusters Score -1.477717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328353 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -14777176.000000 Penalty: 1159.446167
	Iteration 165Q: 3 clusters Score -1.477718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328354 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -14777171.000000 Penalty: 1159.446167
	Iteration 166Q: 3 clusters Score -1.477717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328355 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -14777166.000000 Penalty: 1159.446167
	Iteration 167Q: 3 clusters Score -1.477717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328357 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -14777173.000000 Penalty: 1159.446167
	Iteration 168Q: 3 clusters Score -1.477717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328359 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -14777165.000000 Penalty: 1159.446167
	Iteration 169Q: 3 clusters Score -1.477716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328362 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -14777168.000000 Penalty: 1159.446167
	Iteration 170Q: 3 clusters Score -1.477717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328364 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -14777154.000000 Penalty: 1159.446167
	Iteration 171Q: 3 clusters Score -1.477715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328370 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -14777155.000000 Penalty: 1159.446167
	Iteration 172Q: 3 clusters Score -1.477716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328374 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -14777159.000000 Penalty: 1159.446167
	Iteration 173Q: 3 clusters Score -1.477716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328377 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -14777160.000000 Penalty: 1159.446167
	Iteration 174Q: 3 clusters Score -1.477716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328386 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -14777146.000000 Penalty: 1159.446167
	Iteration 175Q: 3 clusters Score -1.477715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328392 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -14777149.000000 Penalty: 1159.446167
	Iteration 176Q: 3 clusters Score -1.477715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328406 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -14777138.000000 Penalty: 1159.446167
	Iteration 177Q: 3 clusters Score -1.477714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328418 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -14777128.000000 Penalty: 1159.446167
	Iteration 178Q: 3 clusters Score -1.477713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328425 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -14777134.000000 Penalty: 1159.446167
	Iteration 179Q: 3 clusters Score -1.477713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328431 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -14777141.000000 Penalty: 1159.446167
	Iteration 180F: 3 clusters Score -1.477714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328437 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -14777135.000000 Penalty: 1159.446167
	Iteration 181Q: 3 clusters Score -1.477714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328442 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -14777128.000000 Penalty: 1159.446167
	Iteration 182Q: 3 clusters Score -1.477713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328448 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -14777138.000000 Penalty: 1159.446167
	Iteration 183Q: 3 clusters Score -1.477714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328456 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -14777126.000000 Penalty: 1159.446167
	Iteration 184Q: 3 clusters Score -1.477713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328465 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -14777135.000000 Penalty: 1159.446167
	Iteration 185Q: 3 clusters Score -1.477714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328478 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -14777127.000000 Penalty: 1159.446167
	Iteration 186Q: 3 clusters Score -1.477713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328490 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -14777130.000000 Penalty: 1159.446167
	Iteration 187Q: 3 clusters Score -1.477713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328510 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -14777133.000000 Penalty: 1159.446167
	Iteration 188Q: 3 clusters Score -1.477713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328525 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -14777138.000000 Penalty: 1159.446167
	Iteration 189Q: 3 clusters Score -1.477714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328531 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -14777140.000000 Penalty: 1159.446167
	Iteration 190Q: 3 clusters Score -1.477714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328535 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -14777135.000000 Penalty: 1159.446167
	Iteration 191Q: 3 clusters Score -1.477714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328536 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -14777130.000000 Penalty: 1159.446167
	Iteration 192Q: 3 clusters Score -1.477713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328539 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -14777126.000000 Penalty: 1159.446167
	Iteration 193Q: 3 clusters Score -1.477713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328541 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -14777125.000000 Penalty: 1159.446167
	Iteration 194Q: 3 clusters Score -1.477712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328543 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -14777130.000000 Penalty: 1159.446167
	Iteration 195Q: 3 clusters Score -1.477713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328547 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -14777135.000000 Penalty: 1159.446167
	Iteration 196Q: 3 clusters Score -1.477714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328552 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -14777141.000000 Penalty: 1159.446167
	Iteration 197Q: 3 clusters Score -1.477714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328557 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -14777138.000000 Penalty: 1159.446167
	Iteration 198Q: 3 clusters Score -1.477714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328562 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -14777138.000000 Penalty: 1159.446167
	Iteration 199Q: 3 clusters Score -1.477714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328570 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -14777141.000000 Penalty: 1159.446167
	Iteration 200F: 3 clusters Score -1.477714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328573 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -14777137.000000 Penalty: 1159.446167
	Iteration 201Q: 3 clusters Score -1.477714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328575 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -14777142.000000 Penalty: 1159.446167
	Iteration 202Q: 3 clusters Score -1.477714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328577 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -14777139.000000 Penalty: 1159.446167
	Iteration 203Q: 3 clusters Score -1.477714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328580 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -14777143.000000 Penalty: 1159.446167
	Iteration 204Q: 3 clusters Score -1.477714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328583 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -14777145.000000 Penalty: 1159.446167
	Iteration 205Q: 3 clusters Score -1.477714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328585 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -14777136.000000 Penalty: 1159.446167
	Iteration 206Q: 3 clusters Score -1.477714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328586 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -14777128.000000 Penalty: 1159.446167
	Iteration 207Q: 3 clusters Score -1.477713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328587 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -14777125.000000 Penalty: 1159.446167
	Iteration 208Q: 3 clusters Score -1.477712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328590 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -14777127.000000 Penalty: 1159.446167
	Iteration 209Q: 3 clusters Score -1.477713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328595 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -14777136.000000 Penalty: 1159.446167
	Iteration 210Q: 3 clusters Score -1.477714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328598 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -14777127.000000 Penalty: 1159.446167
	Iteration 211Q: 3 clusters Score -1.477713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328601 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -14777124.000000 Penalty: 1159.446167
	Iteration 212Q: 3 clusters Score -1.477712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328603 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -14777124.000000 Penalty: 1159.446167
	Iteration 213Q: 3 clusters Score -1.477712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328603 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -14777124.000000 Penalty: 1159.446167
	Iteration 214F: 3 clusters Score -1.477712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 328603 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
Score: -46884048.000000 Penalty: 13305.507812
Splitting cluster 19 changes total score from -46882060.000000 to -46884048.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -65180.503906 Penalty: 332.447174
	Iteration 0F: 2 clusters Score -65180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64083.066406 Penalty: 664.894348
	Iteration 0F: 3 clusters Score -64083.07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -64463.437500 Penalty: 664.894348
	Iteration 1F: 3 clusters Score -64463.44 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64585.199219 Penalty: 664.894348
	Iteration 2F: 3 clusters Score -64585.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -64685.039062 Penalty: 664.894348
	Iteration 3F: 3 clusters Score -64685.04 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -64780.523438 Penalty: 664.894348
	Iteration 4F: 3 clusters Score -64780.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -64860.152344 Penalty: 664.894348
	Iteration 5F: 3 clusters Score -64860.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -64923.785156 Penalty: 664.894348
	Iteration 6Q: 3 clusters Score -64923.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -64954.882812 Penalty: 664.894348
	Iteration 7Q: 3 clusters Score -64954.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -64968.203125 Penalty: 664.894348
	Iteration 8Q: 3 clusters Score -64968.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -64977.273438 Penalty: 664.894348
	Iteration 9Q: 3 clusters Score -64977.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -64984.878906 Penalty: 664.894348
	Iteration 10Q: 3 clusters Score -64984.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -64988.167969 Penalty: 664.894348
	Iteration 11Q: 3 clusters Score -64988.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -64994.171875 Penalty: 664.894348
	Iteration 12Q: 3 clusters Score -64994.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -64998.066406 Penalty: 664.894348
	Iteration 13Q: 3 clusters Score -64998.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -65002.621094 Penalty: 664.894348
	Iteration 14Q: 3 clusters Score -65002.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -65006.125000 Penalty: 664.894348
	Iteration 15Q: 3 clusters Score -65006.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -65010.339844 Penalty: 664.894348
	Iteration 16Q: 3 clusters Score -65010.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65014.265625 Penalty: 664.894348
	Iteration 17Q: 3 clusters Score -65014.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -65018.578125 Penalty: 664.894348
	Iteration 18Q: 3 clusters Score -65018.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -65020.406250 Penalty: 664.894348
	Iteration 19Q: 3 clusters Score -65020.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -65021.500000 Penalty: 664.894348
	Iteration 20F: 3 clusters Score -65021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -65021.921875 Penalty: 664.894348
	Iteration 21Q: 3 clusters Score -65021.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -65022.125000 Penalty: 664.894348
	Iteration 22Q: 3 clusters Score -65022.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65022.183594 Penalty: 664.894348
	Iteration 23Q: 3 clusters Score -65022.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -65022.359375 Penalty: 664.894348
	Iteration 24Q: 3 clusters Score -65022.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65022.511719 Penalty: 664.894348
	Iteration 25Q: 3 clusters Score -65022.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65022.511719 Penalty: 664.894348
	Iteration 26F: 3 clusters Score -65022.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -178969.218750 Penalty: 380.094849
	Iteration 0F: 2 clusters Score -178969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -176078.656250 Penalty: 760.189697
	Iteration 0F: 3 clusters Score -176078.7 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -177137.015625 Penalty: 760.189697
	Iteration 1F: 3 clusters Score -177137 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -177391.937500 Penalty: 760.189697
	Iteration 2F: 3 clusters Score -177391.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -177872.968750 Penalty: 760.189697
	Iteration 3F: 3 clusters Score -177873 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -178455.671875 Penalty: 760.189697
	Iteration 4F: 3 clusters Score -178455.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -178874.875000 Penalty: 760.189697
	Iteration 5F: 3 clusters Score -178874.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -179029.734375 Penalty: 760.189697
	Iteration 6Q: 3 clusters Score -179029.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -179096.500000 Penalty: 760.189697
	Iteration 7Q: 3 clusters Score -179096.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -179137.125000 Penalty: 760.189697
	Iteration 8Q: 3 clusters Score -179137.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -179155.484375 Penalty: 760.189697
	Iteration 9Q: 3 clusters Score -179155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -179164.796875 Penalty: 760.189697
	Iteration 10Q: 3 clusters Score -179164.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -179172.421875 Penalty: 760.189697
	Iteration 11Q: 3 clusters Score -179172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -179178.281250 Penalty: 760.189697
	Iteration 12Q: 3 clusters Score -179178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -179180.109375 Penalty: 760.189697
	Iteration 13Q: 3 clusters Score -179180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -179180.625000 Penalty: 760.189697
	Iteration 14Q: 3 clusters Score -179180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -179181.187500 Penalty: 760.189697
	Iteration 15Q: 3 clusters Score -179181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -179181.906250 Penalty: 760.189697
	Iteration 16Q: 3 clusters Score -179181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -179182.390625 Penalty: 760.189697
	Iteration 17Q: 3 clusters Score -179182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -179183.234375 Penalty: 760.189697
	Iteration 18Q: 3 clusters Score -179183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -179183.875000 Penalty: 760.189697
	Iteration 19Q: 3 clusters Score -179183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -179183.906250 Penalty: 760.189697
	Iteration 20F: 3 clusters Score -179183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -179184.000000 Penalty: 760.189697
	Iteration 21Q: 3 clusters Score -179184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -179184.671875 Penalty: 760.189697
	Iteration 22Q: 3 clusters Score -179184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -179184.640625 Penalty: 760.189697
	Iteration 23Q: 3 clusters Score -179184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -179185.031250 Penalty: 760.189697
	Iteration 24Q: 3 clusters Score -179185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -179185.437500 Penalty: 760.189697
	Iteration 25Q: 3 clusters Score -179185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -179185.468750 Penalty: 760.189697
	Iteration 26Q: 3 clusters Score -179185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -179186.156250 Penalty: 760.189697
	Iteration 27Q: 3 clusters Score -179186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -179186.656250 Penalty: 760.189697
	Iteration 28Q: 3 clusters Score -179186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -179187.437500 Penalty: 760.189697
	Iteration 29Q: 3 clusters Score -179187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -179187.546875 Penalty: 760.189697
	Iteration 30Q: 3 clusters Score -179187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -179187.718750 Penalty: 760.189697
	Iteration 31Q: 3 clusters Score -179187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -179187.796875 Penalty: 760.189697
	Iteration 32Q: 3 clusters Score -179187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -179188.234375 Penalty: 760.189697
	Iteration 33Q: 3 clusters Score -179188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -179189.015625 Penalty: 760.189697
	Iteration 34Q: 3 clusters Score -179189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -179190.109375 Penalty: 760.189697
	Iteration 35Q: 3 clusters Score -179190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -179191.218750 Penalty: 760.189697
	Iteration 36Q: 3 clusters Score -179191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -179194.078125 Penalty: 760.189697
	Iteration 37Q: 3 clusters Score -179194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -179195.218750 Penalty: 760.189697
	Iteration 38Q: 3 clusters Score -179195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -179197.453125 Penalty: 760.189697
	Iteration 39Q: 3 clusters Score -179197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -179199.578125 Penalty: 760.189697
	Iteration 40F: 3 clusters Score -179199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -179201.734375 Penalty: 760.189697
	Iteration 41Q: 3 clusters Score -179201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -179203.968750 Penalty: 760.189697
	Iteration 42Q: 3 clusters Score -179204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -179205.437500 Penalty: 760.189697
	Iteration 43Q: 3 clusters Score -179205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -179205.984375 Penalty: 760.189697
	Iteration 44Q: 3 clusters Score -179206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -179206.656250 Penalty: 760.189697
	Iteration 45Q: 3 clusters Score -179206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -179207.687500 Penalty: 760.189697
	Iteration 46Q: 3 clusters Score -179207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -179208.593750 Penalty: 760.189697
	Iteration 47Q: 3 clusters Score -179208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -179208.875000 Penalty: 760.189697
	Iteration 48Q: 3 clusters Score -179208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -179209.062500 Penalty: 760.189697
	Iteration 49Q: 3 clusters Score -179209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -179209.062500 Penalty: 760.189697
	Iteration 50F: 3 clusters Score -179209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 328603 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 3331 members 
Entering Unmasked Estep 
Score: -46883940.000000 Penalty: 13939.103516
Splitting cluster 21 changes total score from -46882060.000000 to -46883940.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 150697 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 50414 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 23799 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 54762 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 17 contains 318224 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 328603 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46884536.000000 Penalty: 13939.103516
Iteration 119Q: 23 clusters Score -4.688454e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 149938 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 49458 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 23858 members 
Mstep: Class 9 contains 14997 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 11 contains 55431 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 66499 members 
Mstep: Class 16 contains 12688 members 
Mstep: Class 17 contains 318957 members 
Mstep: Class 18 contains 14150 members 
Mstep: Class 19 contains 329678 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 22 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46884680.000000 Penalty: 13939.103516
Iteration 120F: 23 clusters Score -4.688468e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 149433 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 23857 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 56101 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 65908 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 319574 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 330553 members 
Mstep: Class 20 contains 1507 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 3389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46884792.000000 Penalty: 13939.103516
Iteration 121Q: 23 clusters Score -4.688479e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 149072 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 47679 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 3439 members 
Mstep: Class 8 contains 23852 members 
Mstep: Class 9 contains 15088 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 56719 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 65332 members 
Mstep: Class 16 contains 12726 members 
Mstep: Class 17 contains 320120 members 
Mstep: Class 18 contains 13990 members 
Mstep: Class 19 contains 331437 members 
Mstep: Class 20 contains 1509 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885096.000000 Penalty: 13939.103516
Iteration 122Q: 23 clusters Score -4.68851e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 148715 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 46882 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 23832 members 
Mstep: Class 9 contains 15152 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 57307 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 7112 members 
Mstep: Class 15 contains 64818 members 
Mstep: Class 16 contains 12701 members 
Mstep: Class 17 contains 320536 members 
Mstep: Class 18 contains 13920 members 
Mstep: Class 19 contains 332330 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 21 contains 929 members 
Mstep: Class 22 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885148.000000 Penalty: 13939.103516
Iteration 123Q: 23 clusters Score -4.688515e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 148576 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 46018 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 23801 members 
Mstep: Class 9 contains 15205 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 57861 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 7087 members 
Mstep: Class 15 contains 64355 members 
Mstep: Class 16 contains 12672 members 
Mstep: Class 17 contains 320747 members 
Mstep: Class 18 contains 13859 members 
Mstep: Class 19 contains 333228 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885128.000000 Penalty: 13939.103516
Iteration 124Q: 23 clusters Score -4.688513e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 148470 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 45185 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 23786 members 
Mstep: Class 9 contains 15249 members 
Mstep: Class 10 contains 1046 members 
Mstep: Class 11 contains 58390 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 63951 members 
Mstep: Class 16 contains 12663 members 
Mstep: Class 17 contains 320879 members 
Mstep: Class 18 contains 13800 members 
Mstep: Class 19 contains 334119 members 
Mstep: Class 20 contains 1508 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885396.000000 Penalty: 13939.103516
Iteration 125Q: 23 clusters Score -4.68854e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 148558 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 44324 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 23773 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 58886 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 63530 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 320907 members 
Mstep: Class 18 contains 13735 members 
Mstep: Class 19 contains 334976 members 
Mstep: Class 20 contains 1506 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885648.000000 Penalty: 13939.103516
Iteration 126Q: 23 clusters Score -4.688565e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 148769 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 43520 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 3221 members 
Mstep: Class 8 contains 23745 members 
Mstep: Class 9 contains 15335 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 59302 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 6916 members 
Mstep: Class 15 contains 63089 members 
Mstep: Class 16 contains 12618 members 
Mstep: Class 17 contains 320933 members 
Mstep: Class 18 contains 13662 members 
Mstep: Class 19 contains 335803 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885668.000000 Penalty: 13939.103516
Iteration 127Q: 23 clusters Score -4.688567e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 149141 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 42723 members 
Mstep: Class 6 contains 9799 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 23722 members 
Mstep: Class 9 contains 15371 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 59729 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 6852 members 
Mstep: Class 15 contains 62610 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 320845 members 
Mstep: Class 18 contains 13597 members 
Mstep: Class 19 contains 336556 members 
Mstep: Class 20 contains 1507 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885992.000000 Penalty: 13939.103516
Iteration 128Q: 23 clusters Score -4.688599e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 149553 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 41992 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 23703 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 60147 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 62115 members 
Mstep: Class 16 contains 12554 members 
Mstep: Class 17 contains 320741 members 
Mstep: Class 18 contains 13535 members 
Mstep: Class 19 contains 337237 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46886344.000000 Penalty: 13939.103516
Iteration 129Q: 23 clusters Score -4.688634e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 150217 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 10013 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 23682 members 
Mstep: Class 9 contains 15435 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 60524 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 61623 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 320611 members 
Mstep: Class 18 contains 13482 members 
Mstep: Class 19 contains 337772 members 
Mstep: Class 20 contains 1514 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46886856.000000 Penalty: 13939.103516
Iteration 130Q: 23 clusters Score -4.688686e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 151013 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 40521 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 23662 members 
Mstep: Class 9 contains 15466 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 60908 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 6710 members 
Mstep: Class 15 contains 61159 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 320448 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 338175 members 
Mstep: Class 20 contains 1517 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46886912.000000 Penalty: 13939.103516
Iteration 131Q: 23 clusters Score -4.688691e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 151901 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 39792 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 23637 members 
Mstep: Class 9 contains 15508 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 61237 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 6686 members 
Mstep: Class 15 contains 60731 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 320243 members 
Mstep: Class 18 contains 13359 members 
Mstep: Class 19 contains 338483 members 
Mstep: Class 20 contains 1516 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46887844.000000 Penalty: 13939.103516
Iteration 132Q: 23 clusters Score -4.688784e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 152976 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 39052 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 23628 members 
Mstep: Class 9 contains 15561 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 61583 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 319989 members 
Mstep: Class 18 contains 13296 members 
Mstep: Class 19 contains 338639 members 
Mstep: Class 20 contains 1517 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46888320.000000 Penalty: 13939.103516
Iteration 133Q: 23 clusters Score -4.688832e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 154278 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 38221 members 
Mstep: Class 6 contains 10494 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 23606 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 61886 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 59923 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 319729 members 
Mstep: Class 18 contains 13244 members 
Mstep: Class 19 contains 338728 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46888872.000000 Penalty: 13939.103516
Iteration 134Q: 23 clusters Score -4.688887e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 155864 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 37363 members 
Mstep: Class 6 contains 10656 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 15675 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 62191 members 
Mstep: Class 12 contains 534 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 59533 members 
Mstep: Class 16 contains 12426 members 
Mstep: Class 17 contains 319396 members 
Mstep: Class 18 contains 13176 members 
Mstep: Class 19 contains 338583 members 
Mstep: Class 20 contains 1525 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889376.000000 Penalty: 13939.103516
Iteration 135Q: 23 clusters Score -4.688938e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 5536 members 
Mstep: Class 3 contains 157711 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 36424 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 23543 members 
Mstep: Class 9 contains 15729 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 62460 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 1588 members 
Mstep: Class 14 contains 6510 members 
Mstep: Class 15 contains 59214 members 
Mstep: Class 16 contains 12425 members 
Mstep: Class 17 contains 319083 members 
Mstep: Class 18 contains 13106 members 
Mstep: Class 19 contains 338268 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889744.000000 Penalty: 13939.103516
Iteration 136Q: 23 clusters Score -4.688974e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 159616 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 35376 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 23508 members 
Mstep: Class 9 contains 15766 members 
Mstep: Class 10 contains 1042 members 
Mstep: Class 11 contains 62702 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 1217 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 58935 members 
Mstep: Class 16 contains 12425 members 
Mstep: Class 17 contains 318777 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 337952 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46890860.000000 Penalty: 13939.103516
Iteration 137Q: 23 clusters Score -4.689086e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 161895 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 34266 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 23472 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 62928 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 6380 members 
Mstep: Class 15 contains 58618 members 
Mstep: Class 16 contains 12433 members 
Mstep: Class 17 contains 318388 members 
Mstep: Class 18 contains 13009 members 
Mstep: Class 19 contains 337416 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 630.155029 but Gain 633.595703
Score: -46891580.000000 Penalty: 13305.507812
Iteration 138Q: 22 clusters Score -4.689158e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 165051 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 11386 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 23430 members 
Mstep: Class 9 contains 15819 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 63141 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 58303 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 318007 members 
Mstep: Class 18 contains 12966 members 
Mstep: Class 19 contains 336736 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46893216.000000 Penalty: 13305.507812
Iteration 139Q: 22 clusters Score -4.689322e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 167874 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 31888 members 
Mstep: Class 6 contains 11574 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 23385 members 
Mstep: Class 9 contains 15847 members 
Mstep: Class 10 contains 1041 members 
Mstep: Class 11 contains 63327 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 57977 members 
Mstep: Class 16 contains 12409 members 
Mstep: Class 17 contains 317578 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 335625 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46894056.000000 Penalty: 13305.507812
Iteration 140F: 22 clusters Score -4.689406e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 5536 members 
Mstep: Class 3 contains 171005 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 30529 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 23354 members 
Mstep: Class 9 contains 15890 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 63493 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 57644 members 
Mstep: Class 16 contains 12403 members 
Mstep: Class 17 contains 317076 members 
Mstep: Class 18 contains 12861 members 
Mstep: Class 19 contains 334376 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46895048.000000 Penalty: 13305.507812
Iteration 141Q: 22 clusters Score -4.689505e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 5523 members 
Mstep: Class 3 contains 174337 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 11931 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 23317 members 
Mstep: Class 9 contains 15914 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 63651 members 
Mstep: Class 12 contains 502 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 57259 members 
Mstep: Class 16 contains 12406 members 
Mstep: Class 17 contains 316558 members 
Mstep: Class 18 contains 12806 members 
Mstep: Class 19 contains 333017 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46895676.000000 Penalty: 13305.507812
Iteration 142Q: 22 clusters Score -4.689568e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 177778 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 27797 members 
Mstep: Class 6 contains 12134 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 23243 members 
Mstep: Class 9 contains 15940 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 63772 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 56970 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 316030 members 
Mstep: Class 18 contains 12747 members 
Mstep: Class 19 contains 331549 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46896280.000000 Penalty: 13305.507812
Iteration 143Q: 22 clusters Score -4.689628e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 181181 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 23187 members 
Mstep: Class 9 contains 15971 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 63912 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 56662 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 315521 members 
Mstep: Class 18 contains 12688 members 
Mstep: Class 19 contains 330052 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897320.000000 Penalty: 13305.507812
Iteration 144Q: 22 clusters Score -4.689732e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 184641 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 25158 members 
Mstep: Class 6 contains 12492 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 23138 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 1046 members 
Mstep: Class 11 contains 64033 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 56290 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 315024 members 
Mstep: Class 18 contains 12627 members 
Mstep: Class 19 contains 328520 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898208.000000 Penalty: 13305.507812
Iteration 145Q: 22 clusters Score -4.689821e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 188119 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 23872 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 23098 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 64160 members 
Mstep: Class 12 contains 498 members 
Mstep: Class 14 contains 5730 members 
Mstep: Class 15 contains 55916 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 314474 members 
Mstep: Class 18 contains 12562 members 
Mstep: Class 19 contains 327007 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46899560.000000 Penalty: 13305.507812
Iteration 146Q: 22 clusters Score -4.689956e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 191616 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 23055 members 
Mstep: Class 9 contains 16025 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 64313 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 55452 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 313916 members 
Mstep: Class 18 contains 12506 members 
Mstep: Class 19 contains 325450 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900316.000000 Penalty: 13305.507812
Iteration 147Q: 22 clusters Score -4.690032e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 195111 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 23010 members 
Mstep: Class 9 contains 16047 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 64420 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 55003 members 
Mstep: Class 16 contains 12448 members 
Mstep: Class 17 contains 313367 members 
Mstep: Class 18 contains 12443 members 
Mstep: Class 19 contains 323892 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46901156.000000 Penalty: 13305.507812
Iteration 148Q: 22 clusters Score -4.690116e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 198648 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 20462 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 22973 members 
Mstep: Class 9 contains 16065 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 64536 members 
Mstep: Class 12 contains 510 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 54471 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 312842 members 
Mstep: Class 18 contains 12381 members 
Mstep: Class 19 contains 322236 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46902004.000000 Penalty: 13305.507812
Iteration 149Q: 22 clusters Score -4.6902e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 202130 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 19481 members 
Mstep: Class 6 contains 13481 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 22947 members 
Mstep: Class 9 contains 16088 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 64691 members 
Mstep: Class 12 contains 514 members 
Mstep: Class 14 contains 5312 members 
Mstep: Class 15 contains 53871 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 312362 members 
Mstep: Class 18 contains 12329 members 
Mstep: Class 19 contains 320541 members 
Mstep: Class 20 contains 1532 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46903024.000000 Penalty: 13305.507812
Iteration 150Q: 22 clusters Score -4.690302e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 205659 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 18554 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 22928 members 
Mstep: Class 9 contains 16112 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 64807 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 53167 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 311857 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 318868 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46903768.000000 Penalty: 13305.507812
Iteration 151Q: 22 clusters Score -4.690377e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 209123 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 13928 members 
Mstep: Class 7 contains 3912 members 
Mstep: Class 8 contains 22935 members 
Mstep: Class 9 contains 16124 members 
Mstep: Class 10 contains 1064 members 
Mstep: Class 11 contains 64904 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 52433 members 
Mstep: Class 16 contains 12524 members 
Mstep: Class 17 contains 311329 members 
Mstep: Class 18 contains 12245 members 
Mstep: Class 19 contains 317240 members 
Mstep: Class 20 contains 1495 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46904904.000000 Penalty: 13305.507812
Iteration 152Q: 22 clusters Score -4.69049e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 5159 members 
Mstep: Class 3 contains 212425 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 16900 members 
Mstep: Class 6 contains 14169 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 22914 members 
Mstep: Class 9 contains 16130 members 
Mstep: Class 10 contains 1069 members 
Mstep: Class 11 contains 64988 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 51708 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 310785 members 
Mstep: Class 18 contains 12208 members 
Mstep: Class 19 contains 315723 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46906124.000000 Penalty: 13305.507812
Iteration 153Q: 22 clusters Score -4.690612e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5110 members 
Mstep: Class 3 contains 215703 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14424 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 22897 members 
Mstep: Class 9 contains 16141 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 65059 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 50897 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 310254 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 314202 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907172.000000 Penalty: 13305.507812
Iteration 154Q: 22 clusters Score -4.690717e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 218850 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 14691 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 22868 members 
Mstep: Class 9 contains 16153 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 65107 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 50080 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 309740 members 
Mstep: Class 18 contains 12152 members 
Mstep: Class 19 contains 312708 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46908060.000000 Penalty: 13305.507812
Iteration 155Q: 22 clusters Score -4.690806e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 222016 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 14975 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 22848 members 
Mstep: Class 9 contains 16171 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 65148 members 
Mstep: Class 12 contains 545 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 49198 members 
Mstep: Class 16 contains 12675 members 
Mstep: Class 17 contains 309273 members 
Mstep: Class 18 contains 12120 members 
Mstep: Class 19 contains 311238 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909000.000000 Penalty: 13305.507812
Iteration 156Q: 22 clusters Score -4.6909e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 225015 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 15260 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 22809 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 65196 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 14 contains 4287 members 
Mstep: Class 15 contains 48267 members 
Mstep: Class 16 contains 12740 members 
Mstep: Class 17 contains 308856 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 309888 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 1055 members 
Mstep: Class 22 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909752.000000 Penalty: 13305.507812
Iteration 157Q: 22 clusters Score -4.690975e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 228017 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 13607 members 
Mstep: Class 6 contains 15537 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 22772 members 
Mstep: Class 9 contains 16177 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 65281 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 12800 members 
Mstep: Class 17 contains 308399 members 
Mstep: Class 18 contains 12066 members 
Mstep: Class 19 contains 308511 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46910656.000000 Penalty: 13305.507812
Iteration 158Q: 22 clusters Score -4.691066e+07 nChanged 5542
Entering ConstructFrom: 
Score: -46910656.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (42840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Entering Unmasked Estep 
Score: -1734595.750000 Penalty: 485.267883
	Iteration 0F: 2 clusters Score -1734596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1705837.250000 Penalty: 970.535767
	Iteration 0F: 3 clusters Score -1705837 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1719734 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1721489 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1723950 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1726540 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1728210 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1728910 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -1729193.875000 Penalty: 970.535767
	Iteration 7Q: 3 clusters Score -1729194 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1729330 nChanged 528
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1729428 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1729506 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1729562 nChanged 360
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1729598 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1729636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1729662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -1729671.000000 Penalty: 970.535767
	Iteration 15Q: 3 clusters Score -1729671 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1729681 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1729694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1729703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -1729701.000000 Penalty: 970.535767
	Iteration 19Q: 3 clusters Score -1729701 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1729706.250000 Penalty: 970.535767
	Iteration 20F: 3 clusters Score -1729706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1729710.250000 Penalty: 970.535767
	Iteration 21Q: 3 clusters Score -1729710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1729712.125000 Penalty: 970.535767
	Iteration 22Q: 3 clusters Score -1729712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1729716.625000 Penalty: 970.535767
	Iteration 23Q: 3 clusters Score -1729717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1729718.625000 Penalty: 970.535767
	Iteration 24Q: 3 clusters Score -1729719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1729718.875000 Penalty: 970.535767
	Iteration 25Q: 3 clusters Score -1729719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -1729722.625000 Penalty: 970.535767
	Iteration 26Q: 3 clusters Score -1729723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -1729725.875000 Penalty: 970.535767
	Iteration 27Q: 3 clusters Score -1729726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1729728.500000 Penalty: 970.535767
	Iteration 28Q: 3 clusters Score -1729728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -1729731.000000 Penalty: 970.535767
	Iteration 29Q: 3 clusters Score -1729731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1729741.375000 Penalty: 970.535767
	Iteration 30Q: 3 clusters Score -1729741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -1729745.750000 Penalty: 970.535767
	Iteration 31Q: 3 clusters Score -1729746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1729744.500000 Penalty: 970.535767
	Iteration 32Q: 3 clusters Score -1729744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1729745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1729752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1729756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1729758 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1729768.625000 Penalty: 970.535767
	Iteration 37Q: 3 clusters Score -1729769 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1729780.375000 Penalty: 970.535767
	Iteration 38Q: 3 clusters Score -1729780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1729788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -1729803.875000 Penalty: 970.535767
	Iteration 40F: 3 clusters Score -1729804 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -1729812.000000 Penalty: 970.535767
	Iteration 41Q: 3 clusters Score -1729812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -1729830.000000 Penalty: 970.535767
	Iteration 42Q: 3 clusters Score -1729830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1729851 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1729880 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1729909.125000 Penalty: 970.535767
	Iteration 45Q: 3 clusters Score -1729909 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1729950 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1729996 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -1730041.625000 Penalty: 970.535767
	Iteration 48Q: 3 clusters Score -1730042 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1730090 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -1730145.625000 Penalty: 970.535767
	Iteration 50Q: 3 clusters Score -1730146 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -1730203.750000 Penalty: 970.535767
	Iteration 51Q: 3 clusters Score -1730204 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1730265 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -1730326.500000 Penalty: 970.535767
	Iteration 53Q: 3 clusters Score -1730326 nChanged 382
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -1730402.375000 Penalty: 970.535767
	Iteration 54Q: 3 clusters Score -1730402 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1730491 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1730599 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1730746 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1730903 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1731089 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -1731310.750000 Penalty: 970.535767
	Iteration 60F: 3 clusters Score -1731311 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -1731514.125000 Penalty: 970.535767
	Iteration 61Q: 3 clusters Score -1731514 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -1731727.375000 Penalty: 970.535767
	Iteration 62Q: 3 clusters Score -1731727 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1731960 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -1732171.750000 Penalty: 970.535767
	Iteration 64Q: 3 clusters Score -1732172 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1732363 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -1732533.125000 Penalty: 970.535767
	Iteration 66Q: 3 clusters Score -1732533 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -1732721.250000 Penalty: 970.535767
	Iteration 67Q: 3 clusters Score -1732721 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1732878 nChanged 429
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -1733014.125000 Penalty: 970.535767
	Iteration 69Q: 3 clusters Score -1733014 nChanged 414
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -1733148.125000 Penalty: 970.535767
	Iteration 70Q: 3 clusters Score -1733148 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -1733277.875000 Penalty: 970.535767
	Iteration 71Q: 3 clusters Score -1733278 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -1733393.875000 Penalty: 970.535767
	Iteration 72Q: 3 clusters Score -1733394 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1733508 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1733608 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1733696 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1733772 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1733852 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -1733923.750000 Penalty: 970.535767
	Iteration 78Q: 3 clusters Score -1733924 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 39080 members 
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	Iteration 79Q: 3 clusters Score -1733995 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -1734055.750000 Penalty: 970.535767
	Iteration 80F: 3 clusters Score -1734056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -1734105.250000 Penalty: 970.535767
	Iteration 81Q: 3 clusters Score -1734105 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1734168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -1734209.000000 Penalty: 970.535767
	Iteration 83Q: 3 clusters Score -1734209 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -1734253.250000 Penalty: 970.535767
	Iteration 84Q: 3 clusters Score -1734253 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -1734287.250000 Penalty: 970.535767
	Iteration 85Q: 3 clusters Score -1734287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1734318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1734347 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -1734372.500000 Penalty: 970.535767
	Iteration 88Q: 3 clusters Score -1734372 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1734401 nChanged 96
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Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1734432 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -1734453.000000 Penalty: 970.535767
	Iteration 91Q: 3 clusters Score -1734453 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -1734462.875000 Penalty: 970.535767
	Iteration 92Q: 3 clusters Score -1734463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -1734484.875000 Penalty: 970.535767
	Iteration 93Q: 3 clusters Score -1734485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -1734497.750000 Penalty: 970.535767
	Iteration 94Q: 3 clusters Score -1734498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -1734509.000000 Penalty: 970.535767
	Iteration 95Q: 3 clusters Score -1734509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -1734518.500000 Penalty: 970.535767
	Iteration 96Q: 3 clusters Score -1734518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -1734522.000000 Penalty: 970.535767
	Iteration 97Q: 3 clusters Score -1734522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -1734529.625000 Penalty: 970.535767
	Iteration 98Q: 3 clusters Score -1734530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -1734529.625000 Penalty: 970.535767
	Iteration 99Q: 3 clusters Score -1734530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -1734534.625000 Penalty: 970.535767
	Iteration 100F: 3 clusters Score -1734535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -1734539.375000 Penalty: 970.535767
	Iteration 101Q: 3 clusters Score -1734539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -1734550.125000 Penalty: 970.535767
	Iteration 102Q: 3 clusters Score -1734550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -1734551.500000 Penalty: 970.535767
	Iteration 103Q: 3 clusters Score -1734552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -1734555.500000 Penalty: 970.535767
	Iteration 104Q: 3 clusters Score -1734556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -1734555.250000 Penalty: 970.535767
	Iteration 105Q: 3 clusters Score -1734555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -1734560.625000 Penalty: 970.535767
	Iteration 106Q: 3 clusters Score -1734561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -1734561.750000 Penalty: 970.535767
	Iteration 107Q: 3 clusters Score -1734562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -1734562.500000 Penalty: 970.535767
	Iteration 108Q: 3 clusters Score -1734562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -1734569.375000 Penalty: 970.535767
	Iteration 109Q: 3 clusters Score -1734569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -1734568.750000 Penalty: 970.535767
	Iteration 110Q: 3 clusters Score -1734569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -1734569.875000 Penalty: 970.535767
	Iteration 111Q: 3 clusters Score -1734570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -1734572.375000 Penalty: 970.535767
	Iteration 112Q: 3 clusters Score -1734572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -1734572.750000 Penalty: 970.535767
	Iteration 113Q: 3 clusters Score -1734573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -1734574.500000 Penalty: 970.535767
	Iteration 114Q: 3 clusters Score -1734574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -1734575.500000 Penalty: 970.535767
	Iteration 115Q: 3 clusters Score -1734576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -1734575.750000 Penalty: 970.535767
	Iteration 116Q: 3 clusters Score -1734576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -1734571.000000 Penalty: 970.535767
	Iteration 117Q: 3 clusters Score -1734571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -1734572.125000 Penalty: 970.535767
	Iteration 118Q: 3 clusters Score -1734572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -1734572.750000 Penalty: 970.535767
	Iteration 119Q: 3 clusters Score -1734573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -1734573.125000 Penalty: 970.535767
	Iteration 120F: 3 clusters Score -1734573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -1734575.000000 Penalty: 970.535767
	Iteration 121Q: 3 clusters Score -1734575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -1734573.750000 Penalty: 970.535767
	Iteration 122Q: 3 clusters Score -1734574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -1734573.000000 Penalty: 970.535767
	Iteration 123Q: 3 clusters Score -1734573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -1734573.750000 Penalty: 970.535767
	Iteration 124Q: 3 clusters Score -1734574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -1734576.125000 Penalty: 970.535767
	Iteration 125Q: 3 clusters Score -1734576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -1734576.750000 Penalty: 970.535767
	Iteration 126Q: 3 clusters Score -1734577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -1734576.000000 Penalty: 970.535767
	Iteration 127Q: 3 clusters Score -1734576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -1734575.625000 Penalty: 970.535767
	Iteration 128Q: 3 clusters Score -1734576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -1734573.875000 Penalty: 970.535767
	Iteration 129Q: 3 clusters Score -1734574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -1734576.125000 Penalty: 970.535767
	Iteration 130Q: 3 clusters Score -1734576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -1734575.250000 Penalty: 970.535767
	Iteration 131Q: 3 clusters Score -1734575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -1734579.000000 Penalty: 970.535767
	Iteration 132Q: 3 clusters Score -1734579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -1734579.750000 Penalty: 970.535767
	Iteration 133Q: 3 clusters Score -1734580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -1734579.750000 Penalty: 970.535767
	Iteration 134F: 3 clusters Score -1734580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -216540.078125 Penalty: 388.433319
	Iteration 0F: 2 clusters Score -216540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -213060.171875 Penalty: 776.866638
	Iteration 0F: 3 clusters Score -213060.2 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -214358.468750 Penalty: 776.866638
	Iteration 1F: 3 clusters Score -214358.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -214530.687500 Penalty: 776.866638
	Iteration 2F: 3 clusters Score -214530.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -214684.468750 Penalty: 776.866638
	Iteration 3F: 3 clusters Score -214684.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -214852.718750 Penalty: 776.866638
	Iteration 4F: 3 clusters Score -214852.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -215065.906250 Penalty: 776.866638
	Iteration 5F: 3 clusters Score -215065.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -215270.125000 Penalty: 776.866638
	Iteration 6F: 3 clusters Score -215270.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -215419.953125 Penalty: 776.866638
	Iteration 7Q: 3 clusters Score -215420 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -215538.046875 Penalty: 776.866638
	Iteration 8Q: 3 clusters Score -215538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -215617.625000 Penalty: 776.866638
	Iteration 9Q: 3 clusters Score -215617.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -215669.390625 Penalty: 776.866638
	Iteration 10Q: 3 clusters Score -215669.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -215705.515625 Penalty: 776.866638
	Iteration 11Q: 3 clusters Score -215705.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -215730.796875 Penalty: 776.866638
	Iteration 12Q: 3 clusters Score -215730.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215745.484375 Penalty: 776.866638
	Iteration 13Q: 3 clusters Score -215745.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215762.453125 Penalty: 776.866638
	Iteration 14Q: 3 clusters Score -215762.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -215780.531250 Penalty: 776.866638
	Iteration 15Q: 3 clusters Score -215780.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215801.265625 Penalty: 776.866638
	Iteration 16Q: 3 clusters Score -215801.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215818.265625 Penalty: 776.866638
	Iteration 17Q: 3 clusters Score -215818.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -215837.203125 Penalty: 776.866638
	Iteration 18Q: 3 clusters Score -215837.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -215855.968750 Penalty: 776.866638
	Iteration 19Q: 3 clusters Score -215856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215874.234375 Penalty: 776.866638
	Iteration 20F: 3 clusters Score -215874.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215896.453125 Penalty: 776.866638
	Iteration 21Q: 3 clusters Score -215896.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215918.156250 Penalty: 776.866638
	Iteration 22Q: 3 clusters Score -215918.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215933.640625 Penalty: 776.866638
	Iteration 23Q: 3 clusters Score -215933.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215950.859375 Penalty: 776.866638
	Iteration 24Q: 3 clusters Score -215950.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215965.171875 Penalty: 776.866638
	Iteration 25Q: 3 clusters Score -215965.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -215977.640625 Penalty: 776.866638
	Iteration 26Q: 3 clusters Score -215977.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215994.343750 Penalty: 776.866638
	Iteration 27Q: 3 clusters Score -215994.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -216015.109375 Penalty: 776.866638
	Iteration 28Q: 3 clusters Score -216015.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216039.796875 Penalty: 776.866638
	Iteration 29Q: 3 clusters Score -216039.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -216065.218750 Penalty: 776.866638
	Iteration 30Q: 3 clusters Score -216065.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -216092.328125 Penalty: 776.866638
	Iteration 31Q: 3 clusters Score -216092.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -216114.046875 Penalty: 776.866638
	Iteration 32Q: 3 clusters Score -216114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -216150.359375 Penalty: 776.866638
	Iteration 33Q: 3 clusters Score -216150.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -216176.781250 Penalty: 776.866638
	Iteration 34Q: 3 clusters Score -216176.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -216199.359375 Penalty: 776.866638
	Iteration 35Q: 3 clusters Score -216199.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -216218.296875 Penalty: 776.866638
	Iteration 36Q: 3 clusters Score -216218.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -216231.281250 Penalty: 776.866638
	Iteration 37Q: 3 clusters Score -216231.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -216240.437500 Penalty: 776.866638
	Iteration 38Q: 3 clusters Score -216240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -216246.875000 Penalty: 776.866638
	Iteration 39Q: 3 clusters Score -216246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -216250.781250 Penalty: 776.866638
	Iteration 40F: 3 clusters Score -216250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -216252.937500 Penalty: 776.866638
	Iteration 41Q: 3 clusters Score -216252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -216254.703125 Penalty: 776.866638
	Iteration 42Q: 3 clusters Score -216254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -216256.437500 Penalty: 776.866638
	Iteration 43Q: 3 clusters Score -216256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -216258.562500 Penalty: 776.866638
	Iteration 44Q: 3 clusters Score -216258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -216259.468750 Penalty: 776.866638
	Iteration 45Q: 3 clusters Score -216259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -216260.234375 Penalty: 776.866638
	Iteration 46Q: 3 clusters Score -216260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -216261.000000 Penalty: 776.866638
	Iteration 47Q: 3 clusters Score -216261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -216262.218750 Penalty: 776.866638
	Iteration 48Q: 3 clusters Score -216262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -216262.750000 Penalty: 776.866638
	Iteration 49Q: 3 clusters Score -216262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -216263.062500 Penalty: 776.866638
	Iteration 50Q: 3 clusters Score -216263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -216263.062500 Penalty: 776.866638
	Iteration 51F: 3 clusters Score -216263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230883 members 
Entering Unmasked Estep 
Score: -10417913.000000 Penalty: 561.909851
	Iteration 0F: 2 clusters Score -1.041791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -10261140.000000 Penalty: 1123.819702
	Iteration 0F: 3 clusters Score -1.026114e+07 nChanged 113876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -10331048.000000 Penalty: 1123.819702
	Iteration 1F: 3 clusters Score -1.033105e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -10332853.000000 Penalty: 1123.819702
	Iteration 2Q: 3 clusters Score -1.033285e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 108894 members 
Entering Unmasked Estep 
Score: -10335310.000000 Penalty: 1123.819702
	Iteration 3Q: 3 clusters Score -1.033531e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 104979 members 
Entering Unmasked Estep 
Score: -10339039.000000 Penalty: 1123.819702
	Iteration 4Q: 3 clusters Score -1.033904e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -10345151.000000 Penalty: 1123.819702
	Iteration 5Q: 3 clusters Score -1.034515e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -10354555.000000 Penalty: 1123.819702
	Iteration 6F: 3 clusters Score -1.035456e+07 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -10366290.000000 Penalty: 1123.819702
	Iteration 7F: 3 clusters Score -1.036629e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -10375052.000000 Penalty: 1123.819702
	Iteration 8F: 3 clusters Score -1.037505e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -10378597.000000 Penalty: 1123.819702
	Iteration 9Q: 3 clusters Score -1.03786e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154959 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -10379873.000000 Penalty: 1123.819702
	Iteration 10Q: 3 clusters Score -1.037987e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -10380809.000000 Penalty: 1123.819702
	Iteration 11Q: 3 clusters Score -1.038081e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162181 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -10381828.000000 Penalty: 1123.819702
	Iteration 12Q: 3 clusters Score -1.038183e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -10382903.000000 Penalty: 1123.819702
	Iteration 13Q: 3 clusters Score -1.03829e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -10384022.000000 Penalty: 1123.819702
	Iteration 14Q: 3 clusters Score -1.038402e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -10385516.000000 Penalty: 1123.819702
	Iteration 15Q: 3 clusters Score -1.038552e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -10387287.000000 Penalty: 1123.819702
	Iteration 16Q: 3 clusters Score -1.038729e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -10389330.000000 Penalty: 1123.819702
	Iteration 17Q: 3 clusters Score -1.038933e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -10391755.000000 Penalty: 1123.819702
	Iteration 18Q: 3 clusters Score -1.039176e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195834 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -10394515.000000 Penalty: 1123.819702
	Iteration 19Q: 3 clusters Score -1.039452e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201288 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -10397486.000000 Penalty: 1123.819702
	Iteration 20F: 3 clusters Score -1.039749e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -10400688.000000 Penalty: 1123.819702
	Iteration 21Q: 3 clusters Score -1.040069e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211535 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -10403702.000000 Penalty: 1123.819702
	Iteration 22Q: 3 clusters Score -1.04037e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216022 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -10406713.000000 Penalty: 1123.819702
	Iteration 23Q: 3 clusters Score -1.040671e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219852 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -10409476.000000 Penalty: 1123.819702
	Iteration 24Q: 3 clusters Score -1.040948e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222923 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -10411604.000000 Penalty: 1123.819702
	Iteration 25Q: 3 clusters Score -1.04116e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225333 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -10413400.000000 Penalty: 1123.819702
	Iteration 26Q: 3 clusters Score -1.04134e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227133 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10414801.000000 Penalty: 1123.819702
	Iteration 27Q: 3 clusters Score -1.04148e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228423 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10415730.000000 Penalty: 1123.819702
	Iteration 28Q: 3 clusters Score -1.041573e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229310 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10416419.000000 Penalty: 1123.819702
	Iteration 29Q: 3 clusters Score -1.041642e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10416852.000000 Penalty: 1123.819702
	Iteration 30Q: 3 clusters Score -1.041685e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10417082.000000 Penalty: 1123.819702
	Iteration 31Q: 3 clusters Score -1.041708e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230375 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10417227.000000 Penalty: 1123.819702
	Iteration 32Q: 3 clusters Score -1.041723e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230468 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10417294.000000 Penalty: 1123.819702
	Iteration 33Q: 3 clusters Score -1.041729e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230519 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10417331.000000 Penalty: 1123.819702
	Iteration 34Q: 3 clusters Score -1.041733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230552 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10417349.000000 Penalty: 1123.819702
	Iteration 35Q: 3 clusters Score -1.041735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10417375.000000 Penalty: 1123.819702
	Iteration 36Q: 3 clusters Score -1.041738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10417385.000000 Penalty: 1123.819702
	Iteration 37Q: 3 clusters Score -1.041738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230587 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10417393.000000 Penalty: 1123.819702
	Iteration 38Q: 3 clusters Score -1.041739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230598 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10417404.000000 Penalty: 1123.819702
	Iteration 39Q: 3 clusters Score -1.04174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230597 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10417409.000000 Penalty: 1123.819702
	Iteration 40F: 3 clusters Score -1.041741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230595 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10417407.000000 Penalty: 1123.819702
	Iteration 41Q: 3 clusters Score -1.041741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10417410.000000 Penalty: 1123.819702
	Iteration 42Q: 3 clusters Score -1.041741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10417413.000000 Penalty: 1123.819702
	Iteration 43Q: 3 clusters Score -1.041741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230592 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10417416.000000 Penalty: 1123.819702
	Iteration 44Q: 3 clusters Score -1.041742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230590 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10417425.000000 Penalty: 1123.819702
	Iteration 45Q: 3 clusters Score -1.041742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10417436.000000 Penalty: 1123.819702
	Iteration 46Q: 3 clusters Score -1.041744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230579 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10417433.000000 Penalty: 1123.819702
	Iteration 47Q: 3 clusters Score -1.041743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230576 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10417438.000000 Penalty: 1123.819702
	Iteration 48Q: 3 clusters Score -1.041744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230575 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10417438.000000 Penalty: 1123.819702
	Iteration 49Q: 3 clusters Score -1.041744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230577 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10417437.000000 Penalty: 1123.819702
	Iteration 50Q: 3 clusters Score -1.041744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230578 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10417442.000000 Penalty: 1123.819702
	Iteration 51Q: 3 clusters Score -1.041744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230582 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10417447.000000 Penalty: 1123.819702
	Iteration 52Q: 3 clusters Score -1.041745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230584 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10417451.000000 Penalty: 1123.819702
	Iteration 53Q: 3 clusters Score -1.041745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10417455.000000 Penalty: 1123.819702
	Iteration 54Q: 3 clusters Score -1.041746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230586 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10417453.000000 Penalty: 1123.819702
	Iteration 55Q: 3 clusters Score -1.041745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10417451.000000 Penalty: 1123.819702
	Iteration 56Q: 3 clusters Score -1.041745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10417451.000000 Penalty: 1123.819702
	Iteration 57F: 3 clusters Score -1.041745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -5886.164551 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -5886.165 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 98 members 
Entering Unmasked Estep 
Score: -5630.956055 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -5630.956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5807.592773 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -5807.593 nChanged 18
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: -5839.870605 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -5839.871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5878.535645 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -5878.536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5886.645020 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -5886.645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5888.779297 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -5888.779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5889.943848 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -5889.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5890.711426 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -5890.711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5890.711426 Penalty: 483.052338
	Iteration 8F: 3 clusters Score -5890.711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 230883 members 
Mstep: Class 4 contains 110 members 
Mstep: Class 5 contains 13050 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 65383 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 92 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 307881 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 307217 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4711 members 
Entering Unmasked Estep 
Score: -46910520.000000 Penalty: 13939.103516
Splitting cluster 4 changes total score from -46910656.000000 to -46910520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -597007.312500 Penalty: 431.182739
	Iteration 0F: 2 clusters Score -597007.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -588236.500000 Penalty: 862.365479
	Iteration 0F: 3 clusters Score -588236.5 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -592035.000000 Penalty: 862.365479
	Iteration 1F: 3 clusters Score -592035 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -592251.437500 Penalty: 862.365479
	Iteration 2Q: 3 clusters Score -592251.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -592497.687500 Penalty: 862.365479
	Iteration 3Q: 3 clusters Score -592497.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -592816.937500 Penalty: 862.365479
	Iteration 4Q: 3 clusters Score -592816.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -593296.625000 Penalty: 862.365479
	Iteration 5F: 3 clusters Score -593296.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -593927.375000 Penalty: 862.365479
	Iteration 6F: 3 clusters Score -593927.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -594556.000000 Penalty: 862.365479
	Iteration 7F: 3 clusters Score -594556 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -594999.875000 Penalty: 862.365479
	Iteration 8Q: 3 clusters Score -594999.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -595249.500000 Penalty: 862.365479
	Iteration 9Q: 3 clusters Score -595249.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -595423.750000 Penalty: 862.365479
	Iteration 10Q: 3 clusters Score -595423.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -595589.875000 Penalty: 862.365479
	Iteration 11Q: 3 clusters Score -595589.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -595731.687500 Penalty: 862.365479
	Iteration 12Q: 3 clusters Score -595731.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -595845.875000 Penalty: 862.365479
	Iteration 13Q: 3 clusters Score -595845.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -595960.125000 Penalty: 862.365479
	Iteration 14Q: 3 clusters Score -595960.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -596065.562500 Penalty: 862.365479
	Iteration 15Q: 3 clusters Score -596065.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -596172.625000 Penalty: 862.365479
	Iteration 16Q: 3 clusters Score -596172.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -596272.250000 Penalty: 862.365479
	Iteration 17Q: 3 clusters Score -596272.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -596353.187500 Penalty: 862.365479
	Iteration 18Q: 3 clusters Score -596353.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -596411.562500 Penalty: 862.365479
	Iteration 19Q: 3 clusters Score -596411.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -596464.562500 Penalty: 862.365479
	Iteration 20F: 3 clusters Score -596464.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -596516.062500 Penalty: 862.365479
	Iteration 21Q: 3 clusters Score -596516.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -596546.187500 Penalty: 862.365479
	Iteration 22Q: 3 clusters Score -596546.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -596566.875000 Penalty: 862.365479
	Iteration 23Q: 3 clusters Score -596566.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -596578.812500 Penalty: 862.365479
	Iteration 24Q: 3 clusters Score -596578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -596589.125000 Penalty: 862.365479
	Iteration 25Q: 3 clusters Score -596589.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -596605.562500 Penalty: 862.365479
	Iteration 26Q: 3 clusters Score -596605.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -596620.812500 Penalty: 862.365479
	Iteration 27Q: 3 clusters Score -596620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -596630.937500 Penalty: 862.365479
	Iteration 28Q: 3 clusters Score -596630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -596636.125000 Penalty: 862.365479
	Iteration 29Q: 3 clusters Score -596636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -596638.562500 Penalty: 862.365479
	Iteration 30Q: 3 clusters Score -596638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -596641.062500 Penalty: 862.365479
	Iteration 31Q: 3 clusters Score -596641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -596641.812500 Penalty: 862.365479
	Iteration 32Q: 3 clusters Score -596641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -596643.125000 Penalty: 862.365479
	Iteration 33Q: 3 clusters Score -596643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -596643.062500 Penalty: 862.365479
	Iteration 34Q: 3 clusters Score -596643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -596644.125000 Penalty: 862.365479
	Iteration 35Q: 3 clusters Score -596644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -596645.062500 Penalty: 862.365479
	Iteration 36Q: 3 clusters Score -596645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -596648.437500 Penalty: 862.365479
	Iteration 37Q: 3 clusters Score -596648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -596658.375000 Penalty: 862.365479
	Iteration 38Q: 3 clusters Score -596658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -596661.500000 Penalty: 862.365479
	Iteration 39Q: 3 clusters Score -596661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -596662.937500 Penalty: 862.365479
	Iteration 40F: 3 clusters Score -596662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Entering Unmasked Estep 
Score: -684306.062500 Penalty: 439.880432
	Iteration 0F: 2 clusters Score -684306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -673859.125000 Penalty: 879.760864
	Iteration 0F: 3 clusters Score -673859.1 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -678300.437500 Penalty: 879.760864
	Iteration 1F: 3 clusters Score -678300.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -678750.750000 Penalty: 879.760864
	Iteration 2F: 3 clusters Score -678750.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -679363.625000 Penalty: 879.760864
	Iteration 3F: 3 clusters Score -679363.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -680168.562500 Penalty: 879.760864
	Iteration 4F: 3 clusters Score -680168.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -681192.437500 Penalty: 879.760864
	Iteration 5F: 3 clusters Score -681192.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -682149.062500 Penalty: 879.760864
	Iteration 6F: 3 clusters Score -682149.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -682775.562500 Penalty: 879.760864
	Iteration 7Q: 3 clusters Score -682775.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -683042.875000 Penalty: 879.760864
	Iteration 8Q: 3 clusters Score -683042.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -683181.375000 Penalty: 879.760864
	Iteration 9Q: 3 clusters Score -683181.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -683282.687500 Penalty: 879.760864
	Iteration 10Q: 3 clusters Score -683282.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -683365.250000 Penalty: 879.760864
	Iteration 11Q: 3 clusters Score -683365.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -683440.125000 Penalty: 879.760864
	Iteration 12Q: 3 clusters Score -683440.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -683501.437500 Penalty: 879.760864
	Iteration 13Q: 3 clusters Score -683501.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -683558.375000 Penalty: 879.760864
	Iteration 14Q: 3 clusters Score -683558.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -683603.187500 Penalty: 879.760864
	Iteration 15Q: 3 clusters Score -683603.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -683642.500000 Penalty: 879.760864
	Iteration 16Q: 3 clusters Score -683642.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -683676.875000 Penalty: 879.760864
	Iteration 17Q: 3 clusters Score -683676.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -683709.500000 Penalty: 879.760864
	Iteration 18Q: 3 clusters Score -683709.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -683737.250000 Penalty: 879.760864
	Iteration 19Q: 3 clusters Score -683737.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -683761.125000 Penalty: 879.760864
	Iteration 20F: 3 clusters Score -683761.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -683784.187500 Penalty: 879.760864
	Iteration 21Q: 3 clusters Score -683784.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -683807.437500 Penalty: 879.760864
	Iteration 22Q: 3 clusters Score -683807.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -683824.625000 Penalty: 879.760864
	Iteration 23Q: 3 clusters Score -683824.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -683846.937500 Penalty: 879.760864
	Iteration 24Q: 3 clusters Score -683846.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -683854.625000 Penalty: 879.760864
	Iteration 25Q: 3 clusters Score -683854.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -683864.375000 Penalty: 879.760864
	Iteration 26Q: 3 clusters Score -683864.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -683871.875000 Penalty: 879.760864
	Iteration 27Q: 3 clusters Score -683871.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -683879.500000 Penalty: 879.760864
	Iteration 28Q: 3 clusters Score -683879.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -683885.937500 Penalty: 879.760864
	Iteration 29Q: 3 clusters Score -683885.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -683893.875000 Penalty: 879.760864
	Iteration 30Q: 3 clusters Score -683893.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -683904.062500 Penalty: 879.760864
	Iteration 31Q: 3 clusters Score -683904.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -683914.437500 Penalty: 879.760864
	Iteration 32Q: 3 clusters Score -683914.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -683923.312500 Penalty: 879.760864
	Iteration 33Q: 3 clusters Score -683923.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -683935.000000 Penalty: 879.760864
	Iteration 34Q: 3 clusters Score -683935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -683943.125000 Penalty: 879.760864
	Iteration 35Q: 3 clusters Score -683943.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -683951.312500 Penalty: 879.760864
	Iteration 36Q: 3 clusters Score -683951.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -683957.375000 Penalty: 879.760864
	Iteration 37Q: 3 clusters Score -683957.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -683958.250000 Penalty: 879.760864
	Iteration 38Q: 3 clusters Score -683958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -683964.062500 Penalty: 879.760864
	Iteration 39Q: 3 clusters Score -683964.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -683969.750000 Penalty: 879.760864
	Iteration 40F: 3 clusters Score -683969.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -683975.312500 Penalty: 879.760864
	Iteration 41Q: 3 clusters Score -683975.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -683978.062500 Penalty: 879.760864
	Iteration 42Q: 3 clusters Score -683978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -683977.562500 Penalty: 879.760864
	Iteration 43Q: 3 clusters Score -683977.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -683978.937500 Penalty: 879.760864
	Iteration 44Q: 3 clusters Score -683978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -683980.187500 Penalty: 879.760864
	Iteration 45Q: 3 clusters Score -683980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -683980.937500 Penalty: 879.760864
	Iteration 46Q: 3 clusters Score -683980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -683982.437500 Penalty: 879.760864
	Iteration 47Q: 3 clusters Score -683982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -683982.937500 Penalty: 879.760864
	Iteration 48Q: 3 clusters Score -683982.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -683981.812500 Penalty: 879.760864
	Iteration 49Q: 3 clusters Score -683981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -683981.437500 Penalty: 879.760864
	Iteration 50Q: 3 clusters Score -683981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -683982.187500 Penalty: 879.760864
	Iteration 51Q: 3 clusters Score -683982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -683984.625000 Penalty: 879.760864
	Iteration 52Q: 3 clusters Score -683984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -683985.687500 Penalty: 879.760864
	Iteration 53Q: 3 clusters Score -683985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -683986.750000 Penalty: 879.760864
	Iteration 54Q: 3 clusters Score -683986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -683989.625000 Penalty: 879.760864
	Iteration 55Q: 3 clusters Score -683989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -683989.812500 Penalty: 879.760864
	Iteration 56Q: 3 clusters Score -683989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -683988.750000 Penalty: 879.760864
	Iteration 57Q: 3 clusters Score -683988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -683987.875000 Penalty: 879.760864
	Iteration 58Q: 3 clusters Score -683987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -683987.875000 Penalty: 879.760864
	Iteration 59F: 3 clusters Score -683987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -220733.125000 Penalty: 381.674500
	Iteration 0F: 2 clusters Score -220733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -217747.515625 Penalty: 763.348999
	Iteration 0F: 3 clusters Score -217747.5 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -218766.453125 Penalty: 763.348999
	Iteration 1F: 3 clusters Score -218766.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -218861.718750 Penalty: 763.348999
	Iteration 2F: 3 clusters Score -218861.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -218937.250000 Penalty: 763.348999
	Iteration 3Q: 3 clusters Score -218937.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -219019.968750 Penalty: 763.348999
	Iteration 4Q: 3 clusters Score -219020 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -219137.859375 Penalty: 763.348999
	Iteration 5Q: 3 clusters Score -219137.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -219307.593750 Penalty: 763.348999
	Iteration 6F: 3 clusters Score -219307.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -219494.031250 Penalty: 763.348999
	Iteration 7F: 3 clusters Score -219494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -219638.953125 Penalty: 763.348999
	Iteration 8F: 3 clusters Score -219639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -219741.906250 Penalty: 763.348999
	Iteration 9Q: 3 clusters Score -219741.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -219792.500000 Penalty: 763.348999
	Iteration 10Q: 3 clusters Score -219792.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -219822.921875 Penalty: 763.348999
	Iteration 11Q: 3 clusters Score -219822.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -219845.093750 Penalty: 763.348999
	Iteration 12Q: 3 clusters Score -219845.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -219863.296875 Penalty: 763.348999
	Iteration 13Q: 3 clusters Score -219863.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -219875.640625 Penalty: 763.348999
	Iteration 14Q: 3 clusters Score -219875.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -219883.093750 Penalty: 763.348999
	Iteration 15Q: 3 clusters Score -219883.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -219888.078125 Penalty: 763.348999
	Iteration 16Q: 3 clusters Score -219888.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -219891.312500 Penalty: 763.348999
	Iteration 17Q: 3 clusters Score -219891.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -219896.812500 Penalty: 763.348999
	Iteration 18Q: 3 clusters Score -219896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -219902.218750 Penalty: 763.348999
	Iteration 19Q: 3 clusters Score -219902.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -219915.359375 Penalty: 763.348999
	Iteration 20F: 3 clusters Score -219915.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -219928.750000 Penalty: 763.348999
	Iteration 21Q: 3 clusters Score -219928.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -219943.250000 Penalty: 763.348999
	Iteration 22Q: 3 clusters Score -219943.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -219955.937500 Penalty: 763.348999
	Iteration 23Q: 3 clusters Score -219955.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -219965.406250 Penalty: 763.348999
	Iteration 24Q: 3 clusters Score -219965.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -219973.703125 Penalty: 763.348999
	Iteration 25Q: 3 clusters Score -219973.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -219979.093750 Penalty: 763.348999
	Iteration 26Q: 3 clusters Score -219979.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -219983.031250 Penalty: 763.348999
	Iteration 27Q: 3 clusters Score -219983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -219987.125000 Penalty: 763.348999
	Iteration 28Q: 3 clusters Score -219987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -219989.578125 Penalty: 763.348999
	Iteration 29Q: 3 clusters Score -219989.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -219994.328125 Penalty: 763.348999
	Iteration 30Q: 3 clusters Score -219994.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -219998.562500 Penalty: 763.348999
	Iteration 31Q: 3 clusters Score -219998.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -220005.843750 Penalty: 763.348999
	Iteration 32Q: 3 clusters Score -220005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -220010.531250 Penalty: 763.348999
	Iteration 33Q: 3 clusters Score -220010.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -220016.640625 Penalty: 763.348999
	Iteration 34Q: 3 clusters Score -220016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -220023.562500 Penalty: 763.348999
	Iteration 35Q: 3 clusters Score -220023.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -220030.125000 Penalty: 763.348999
	Iteration 36Q: 3 clusters Score -220030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -220035.859375 Penalty: 763.348999
	Iteration 37Q: 3 clusters Score -220035.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -220042.500000 Penalty: 763.348999
	Iteration 38Q: 3 clusters Score -220042.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -220048.187500 Penalty: 763.348999
	Iteration 39Q: 3 clusters Score -220048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -220053.250000 Penalty: 763.348999
	Iteration 40F: 3 clusters Score -220053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -220056.781250 Penalty: 763.348999
	Iteration 41Q: 3 clusters Score -220056.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -220061.578125 Penalty: 763.348999
	Iteration 42Q: 3 clusters Score -220061.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -220066.109375 Penalty: 763.348999
	Iteration 43Q: 3 clusters Score -220066.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -220068.578125 Penalty: 763.348999
	Iteration 44Q: 3 clusters Score -220068.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -220071.359375 Penalty: 763.348999
	Iteration 45Q: 3 clusters Score -220071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -220075.609375 Penalty: 763.348999
	Iteration 46Q: 3 clusters Score -220075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -220079.593750 Penalty: 763.348999
	Iteration 47Q: 3 clusters Score -220079.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -220083.515625 Penalty: 763.348999
	Iteration 48Q: 3 clusters Score -220083.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -220086.984375 Penalty: 763.348999
	Iteration 49Q: 3 clusters Score -220087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -220089.250000 Penalty: 763.348999
	Iteration 50Q: 3 clusters Score -220089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -220090.718750 Penalty: 763.348999
	Iteration 51Q: 3 clusters Score -220090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -220092.984375 Penalty: 763.348999
	Iteration 52Q: 3 clusters Score -220093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -220093.953125 Penalty: 763.348999
	Iteration 53Q: 3 clusters Score -220094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -220095.125000 Penalty: 763.348999
	Iteration 54Q: 3 clusters Score -220095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -220096.937500 Penalty: 763.348999
	Iteration 55Q: 3 clusters Score -220096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -220097.593750 Penalty: 763.348999
	Iteration 56Q: 3 clusters Score -220097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -220099.609375 Penalty: 763.348999
	Iteration 57Q: 3 clusters Score -220099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -220103.578125 Penalty: 763.348999
	Iteration 58Q: 3 clusters Score -220103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -220106.234375 Penalty: 763.348999
	Iteration 59Q: 3 clusters Score -220106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -220108.531250 Penalty: 763.348999
	Iteration 60F: 3 clusters Score -220108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -220110.750000 Penalty: 763.348999
	Iteration 61Q: 3 clusters Score -220110.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -220113.078125 Penalty: 763.348999
	Iteration 62Q: 3 clusters Score -220113.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -220117.750000 Penalty: 763.348999
	Iteration 63Q: 3 clusters Score -220117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -220123.828125 Penalty: 763.348999
	Iteration 64Q: 3 clusters Score -220123.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -220130.171875 Penalty: 763.348999
	Iteration 65Q: 3 clusters Score -220130.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -220135.593750 Penalty: 763.348999
	Iteration 66Q: 3 clusters Score -220135.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -220141.640625 Penalty: 763.348999
	Iteration 67Q: 3 clusters Score -220141.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -220148.328125 Penalty: 763.348999
	Iteration 68Q: 3 clusters Score -220148.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -220154.750000 Penalty: 763.348999
	Iteration 69Q: 3 clusters Score -220154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -220163.781250 Penalty: 763.348999
	Iteration 70Q: 3 clusters Score -220163.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -220173.031250 Penalty: 763.348999
	Iteration 71Q: 3 clusters Score -220173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -220180.093750 Penalty: 763.348999
	Iteration 72Q: 3 clusters Score -220180.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -220190.296875 Penalty: 763.348999
	Iteration 73Q: 3 clusters Score -220190.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -220196.140625 Penalty: 763.348999
	Iteration 74Q: 3 clusters Score -220196.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -220199.906250 Penalty: 763.348999
	Iteration 75Q: 3 clusters Score -220199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -220205.109375 Penalty: 763.348999
	Iteration 76Q: 3 clusters Score -220205.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -220209.171875 Penalty: 763.348999
	Iteration 77Q: 3 clusters Score -220209.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -220212.921875 Penalty: 763.348999
	Iteration 78Q: 3 clusters Score -220212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -220215.312500 Penalty: 763.348999
	Iteration 79Q: 3 clusters Score -220215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -220218.171875 Penalty: 763.348999
	Iteration 80F: 3 clusters Score -220218.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -220224.781250 Penalty: 763.348999
	Iteration 81Q: 3 clusters Score -220224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -220230.609375 Penalty: 763.348999
	Iteration 82Q: 3 clusters Score -220230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -220235.406250 Penalty: 763.348999
	Iteration 83Q: 3 clusters Score -220235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -220238.906250 Penalty: 763.348999
	Iteration 84Q: 3 clusters Score -220238.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -220243.343750 Penalty: 763.348999
	Iteration 85Q: 3 clusters Score -220243.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -220247.437500 Penalty: 763.348999
	Iteration 86Q: 3 clusters Score -220247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -220250.156250 Penalty: 763.348999
	Iteration 87Q: 3 clusters Score -220250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -220252.859375 Penalty: 763.348999
	Iteration 88Q: 3 clusters Score -220252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -220253.984375 Penalty: 763.348999
	Iteration 89Q: 3 clusters Score -220254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -220256.109375 Penalty: 763.348999
	Iteration 90Q: 3 clusters Score -220256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -220256.890625 Penalty: 763.348999
	Iteration 91Q: 3 clusters Score -220256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -220258.890625 Penalty: 763.348999
	Iteration 92Q: 3 clusters Score -220258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -220260.796875 Penalty: 763.348999
	Iteration 93Q: 3 clusters Score -220260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -220262.093750 Penalty: 763.348999
	Iteration 94Q: 3 clusters Score -220262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -220264.296875 Penalty: 763.348999
	Iteration 95Q: 3 clusters Score -220264.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -220265.000000 Penalty: 763.348999
	Iteration 96Q: 3 clusters Score -220265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -220267.937500 Penalty: 763.348999
	Iteration 97Q: 3 clusters Score -220267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -220270.046875 Penalty: 763.348999
	Iteration 98Q: 3 clusters Score -220270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -220270.968750 Penalty: 763.348999
	Iteration 99Q: 3 clusters Score -220271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -220271.625000 Penalty: 763.348999
	Iteration 100F: 3 clusters Score -220271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -220272.468750 Penalty: 763.348999
	Iteration 101Q: 3 clusters Score -220272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -220273.343750 Penalty: 763.348999
	Iteration 102Q: 3 clusters Score -220273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -220273.796875 Penalty: 763.348999
	Iteration 103Q: 3 clusters Score -220273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -220274.937500 Penalty: 763.348999
	Iteration 104Q: 3 clusters Score -220274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -220276.421875 Penalty: 763.348999
	Iteration 105Q: 3 clusters Score -220276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -220277.765625 Penalty: 763.348999
	Iteration 106Q: 3 clusters Score -220277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -220279.250000 Penalty: 763.348999
	Iteration 107Q: 3 clusters Score -220279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -220281.765625 Penalty: 763.348999
	Iteration 108Q: 3 clusters Score -220281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -220285.218750 Penalty: 763.348999
	Iteration 109Q: 3 clusters Score -220285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -220291.328125 Penalty: 763.348999
	Iteration 110Q: 3 clusters Score -220291.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -220295.921875 Penalty: 763.348999
	Iteration 111Q: 3 clusters Score -220295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -220299.625000 Penalty: 763.348999
	Iteration 112Q: 3 clusters Score -220299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -220301.937500 Penalty: 763.348999
	Iteration 113Q: 3 clusters Score -220301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -220302.843750 Penalty: 763.348999
	Iteration 114Q: 3 clusters Score -220302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -220303.218750 Penalty: 763.348999
	Iteration 115Q: 3 clusters Score -220303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -220304.796875 Penalty: 763.348999
	Iteration 116Q: 3 clusters Score -220304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -220305.875000 Penalty: 763.348999
	Iteration 117Q: 3 clusters Score -220305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -220308.000000 Penalty: 763.348999
	Iteration 118Q: 3 clusters Score -220308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -220311.281250 Penalty: 763.348999
	Iteration 119Q: 3 clusters Score -220311.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -220317.281250 Penalty: 763.348999
	Iteration 120F: 3 clusters Score -220317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -220321.500000 Penalty: 763.348999
	Iteration 121Q: 3 clusters Score -220321.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -220326.265625 Penalty: 763.348999
	Iteration 122Q: 3 clusters Score -220326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -220329.656250 Penalty: 763.348999
	Iteration 123Q: 3 clusters Score -220329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -220334.015625 Penalty: 763.348999
	Iteration 124Q: 3 clusters Score -220334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -220337.828125 Penalty: 763.348999
	Iteration 125Q: 3 clusters Score -220337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -220341.562500 Penalty: 763.348999
	Iteration 126Q: 3 clusters Score -220341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -220348.703125 Penalty: 763.348999
	Iteration 127Q: 3 clusters Score -220348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -220352.312500 Penalty: 763.348999
	Iteration 128Q: 3 clusters Score -220352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -220353.765625 Penalty: 763.348999
	Iteration 129Q: 3 clusters Score -220353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -220356.000000 Penalty: 763.348999
	Iteration 130Q: 3 clusters Score -220356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -220357.234375 Penalty: 763.348999
	Iteration 131Q: 3 clusters Score -220357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -220359.531250 Penalty: 763.348999
	Iteration 132Q: 3 clusters Score -220359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -220360.343750 Penalty: 763.348999
	Iteration 133Q: 3 clusters Score -220360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -220361.468750 Penalty: 763.348999
	Iteration 134Q: 3 clusters Score -220361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -220361.843750 Penalty: 763.348999
	Iteration 135Q: 3 clusters Score -220361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -220363.562500 Penalty: 763.348999
	Iteration 136Q: 3 clusters Score -220363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -220365.031250 Penalty: 763.348999
	Iteration 137Q: 3 clusters Score -220365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -220366.765625 Penalty: 763.348999
	Iteration 138Q: 3 clusters Score -220366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -220368.343750 Penalty: 763.348999
	Iteration 139Q: 3 clusters Score -220368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -220371.125000 Penalty: 763.348999
	Iteration 140F: 3 clusters Score -220371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -220374.562500 Penalty: 763.348999
	Iteration 141Q: 3 clusters Score -220374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -220376.750000 Penalty: 763.348999
	Iteration 142Q: 3 clusters Score -220376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -220379.546875 Penalty: 763.348999
	Iteration 143Q: 3 clusters Score -220379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -220381.390625 Penalty: 763.348999
	Iteration 144Q: 3 clusters Score -220381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -220383.406250 Penalty: 763.348999
	Iteration 145Q: 3 clusters Score -220383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -220385.125000 Penalty: 763.348999
	Iteration 146Q: 3 clusters Score -220385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -220386.625000 Penalty: 763.348999
	Iteration 147Q: 3 clusters Score -220386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -220387.734375 Penalty: 763.348999
	Iteration 148Q: 3 clusters Score -220387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -220388.984375 Penalty: 763.348999
	Iteration 149Q: 3 clusters Score -220389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -220389.218750 Penalty: 763.348999
	Iteration 150Q: 3 clusters Score -220389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -220389.218750 Penalty: 763.348999
	Iteration 151F: 3 clusters Score -220389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Entering Unmasked Estep 
Score: -971505.375000 Penalty: 456.472565
	Iteration 0F: 2 clusters Score -971505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -956371.312500 Penalty: 912.945129
	Iteration 0F: 3 clusters Score -956371.3 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -962818.500000 Penalty: 912.945129
	Iteration 1F: 3 clusters Score -962818.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -963348.125000 Penalty: 912.945129
	Iteration 2F: 3 clusters Score -963348.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -964112.125000 Penalty: 912.945129
	Iteration 3F: 3 clusters Score -964112.1 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -965177.437500 Penalty: 912.945129
	Iteration 4F: 3 clusters Score -965177.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -966411.250000 Penalty: 912.945129
	Iteration 5F: 3 clusters Score -966411.2 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -967752.625000 Penalty: 912.945129
	Iteration 6F: 3 clusters Score -967752.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -968809.875000 Penalty: 912.945129
	Iteration 7Q: 3 clusters Score -968809.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -969430.125000 Penalty: 912.945129
	Iteration 8Q: 3 clusters Score -969430.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -969810.625000 Penalty: 912.945129
	Iteration 9Q: 3 clusters Score -969810.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -970057.000000 Penalty: 912.945129
	Iteration 10Q: 3 clusters Score -970057 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -970261.187500 Penalty: 912.945129
	Iteration 11Q: 3 clusters Score -970261.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -970417.187500 Penalty: 912.945129
	Iteration 12Q: 3 clusters Score -970417.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -970542.187500 Penalty: 912.945129
	Iteration 13Q: 3 clusters Score -970542.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -970652.812500 Penalty: 912.945129
	Iteration 14Q: 3 clusters Score -970652.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -970764.000000 Penalty: 912.945129
	Iteration 15Q: 3 clusters Score -970764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -970840.937500 Penalty: 912.945129
	Iteration 16Q: 3 clusters Score -970840.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -970906.375000 Penalty: 912.945129
	Iteration 17Q: 3 clusters Score -970906.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -970960.750000 Penalty: 912.945129
	Iteration 18Q: 3 clusters Score -970960.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -971003.562500 Penalty: 912.945129
	Iteration 19Q: 3 clusters Score -971003.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -971034.687500 Penalty: 912.945129
	Iteration 20F: 3 clusters Score -971034.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -971058.500000 Penalty: 912.945129
	Iteration 21Q: 3 clusters Score -971058.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -971076.062500 Penalty: 912.945129
	Iteration 22Q: 3 clusters Score -971076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -971084.437500 Penalty: 912.945129
	Iteration 23Q: 3 clusters Score -971084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -971094.750000 Penalty: 912.945129
	Iteration 24Q: 3 clusters Score -971094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -971100.937500 Penalty: 912.945129
	Iteration 25Q: 3 clusters Score -971100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -971104.250000 Penalty: 912.945129
	Iteration 26Q: 3 clusters Score -971104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -971106.875000 Penalty: 912.945129
	Iteration 27Q: 3 clusters Score -971106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -971108.500000 Penalty: 912.945129
	Iteration 28Q: 3 clusters Score -971108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -971110.625000 Penalty: 912.945129
	Iteration 29Q: 3 clusters Score -971110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -971111.562500 Penalty: 912.945129
	Iteration 30Q: 3 clusters Score -971111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -971113.375000 Penalty: 912.945129
	Iteration 31Q: 3 clusters Score -971113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -971113.625000 Penalty: 912.945129
	Iteration 32Q: 3 clusters Score -971113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -971113.687500 Penalty: 912.945129
	Iteration 33Q: 3 clusters Score -971113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -971113.375000 Penalty: 912.945129
	Iteration 34Q: 3 clusters Score -971113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -971113.375000 Penalty: 912.945129
	Iteration 35F: 3 clusters Score -971113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Entering Unmasked Estep 
Score: -717237.562500 Penalty: 440.998383
	Iteration 0F: 2 clusters Score -717237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -706428.687500 Penalty: 881.996765
	Iteration 0F: 3 clusters Score -706428.7 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -710719.187500 Penalty: 881.996765
	Iteration 1F: 3 clusters Score -710719.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -710923.500000 Penalty: 881.996765
	Iteration 2Q: 3 clusters Score -710923.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -711186.562500 Penalty: 881.996765
	Iteration 3Q: 3 clusters Score -711186.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -711555.500000 Penalty: 881.996765
	Iteration 4Q: 3 clusters Score -711555.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -712173.625000 Penalty: 881.996765
	Iteration 5F: 3 clusters Score -712173.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -712906.000000 Penalty: 881.996765
	Iteration 6F: 3 clusters Score -712906 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -713558.812500 Penalty: 881.996765
	Iteration 7F: 3 clusters Score -713558.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -713846.125000 Penalty: 881.996765
	Iteration 8Q: 3 clusters Score -713846.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -713947.125000 Penalty: 881.996765
	Iteration 9Q: 3 clusters Score -713947.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -713986.937500 Penalty: 881.996765
	Iteration 10Q: 3 clusters Score -713986.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -714009.937500 Penalty: 881.996765
	Iteration 11Q: 3 clusters Score -714009.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -714035.625000 Penalty: 881.996765
	Iteration 12Q: 3 clusters Score -714035.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -714057.187500 Penalty: 881.996765
	Iteration 13Q: 3 clusters Score -714057.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -714077.937500 Penalty: 881.996765
	Iteration 14Q: 3 clusters Score -714077.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -714104.750000 Penalty: 881.996765
	Iteration 15Q: 3 clusters Score -714104.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -714133.562500 Penalty: 881.996765
	Iteration 16Q: 3 clusters Score -714133.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -714161.437500 Penalty: 881.996765
	Iteration 17Q: 3 clusters Score -714161.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -714193.625000 Penalty: 881.996765
	Iteration 18Q: 3 clusters Score -714193.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -714224.125000 Penalty: 881.996765
	Iteration 19Q: 3 clusters Score -714224.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -714247.875000 Penalty: 881.996765
	Iteration 20F: 3 clusters Score -714247.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -714268.687500 Penalty: 881.996765
	Iteration 21Q: 3 clusters Score -714268.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -714290.687500 Penalty: 881.996765
	Iteration 22Q: 3 clusters Score -714290.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -714311.000000 Penalty: 881.996765
	Iteration 23Q: 3 clusters Score -714311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -714337.000000 Penalty: 881.996765
	Iteration 24Q: 3 clusters Score -714337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -714361.375000 Penalty: 881.996765
	Iteration 25Q: 3 clusters Score -714361.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -714384.187500 Penalty: 881.996765
	Iteration 26Q: 3 clusters Score -714384.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -714412.312500 Penalty: 881.996765
	Iteration 27Q: 3 clusters Score -714412.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -714439.250000 Penalty: 881.996765
	Iteration 28Q: 3 clusters Score -714439.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -714468.187500 Penalty: 881.996765
	Iteration 29Q: 3 clusters Score -714468.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -714489.375000 Penalty: 881.996765
	Iteration 30Q: 3 clusters Score -714489.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -714526.125000 Penalty: 881.996765
	Iteration 31Q: 3 clusters Score -714526.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -714562.000000 Penalty: 881.996765
	Iteration 32Q: 3 clusters Score -714562 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -714608.812500 Penalty: 881.996765
	Iteration 33Q: 3 clusters Score -714608.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -714659.750000 Penalty: 881.996765
	Iteration 34Q: 3 clusters Score -714659.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -714710.062500 Penalty: 881.996765
	Iteration 35Q: 3 clusters Score -714710.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -714766.812500 Penalty: 881.996765
	Iteration 36Q: 3 clusters Score -714766.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -714828.500000 Penalty: 881.996765
	Iteration 37Q: 3 clusters Score -714828.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -714904.125000 Penalty: 881.996765
	Iteration 38Q: 3 clusters Score -714904.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -714987.062500 Penalty: 881.996765
	Iteration 39Q: 3 clusters Score -714987.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -715080.625000 Penalty: 881.996765
	Iteration 40F: 3 clusters Score -715080.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -715181.312500 Penalty: 881.996765
	Iteration 41Q: 3 clusters Score -715181.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -715286.875000 Penalty: 881.996765
	Iteration 42Q: 3 clusters Score -715286.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -715393.875000 Penalty: 881.996765
	Iteration 43Q: 3 clusters Score -715393.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -715501.625000 Penalty: 881.996765
	Iteration 44Q: 3 clusters Score -715501.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -715647.000000 Penalty: 881.996765
	Iteration 45Q: 3 clusters Score -715647 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -715795.250000 Penalty: 881.996765
	Iteration 46Q: 3 clusters Score -715795.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -715948.687500 Penalty: 881.996765
	Iteration 47Q: 3 clusters Score -715948.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -716085.187500 Penalty: 881.996765
	Iteration 48Q: 3 clusters Score -716085.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -716217.125000 Penalty: 881.996765
	Iteration 49Q: 3 clusters Score -716217.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -716345.437500 Penalty: 881.996765
	Iteration 50Q: 3 clusters Score -716345.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -716470.250000 Penalty: 881.996765
	Iteration 51Q: 3 clusters Score -716470.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -716574.562500 Penalty: 881.996765
	Iteration 52Q: 3 clusters Score -716574.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -716662.562500 Penalty: 881.996765
	Iteration 53Q: 3 clusters Score -716662.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -716735.500000 Penalty: 881.996765
	Iteration 54Q: 3 clusters Score -716735.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -716782.562500 Penalty: 881.996765
	Iteration 55Q: 3 clusters Score -716782.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -716809.312500 Penalty: 881.996765
	Iteration 56Q: 3 clusters Score -716809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -716829.000000 Penalty: 881.996765
	Iteration 57Q: 3 clusters Score -716829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -716838.875000 Penalty: 881.996765
	Iteration 58Q: 3 clusters Score -716838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -716843.187500 Penalty: 881.996765
	Iteration 59Q: 3 clusters Score -716843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -716843.187500 Penalty: 881.996765
	Iteration 60F: 3 clusters Score -716843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -39553.929688 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -39553.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38679.542969 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -38679.54 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -39007.351562 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -39007.35 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39252.164062 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -39252.16 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39370.253906 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -39370.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39460.351562 Penalty: 637.526794
	Iteration 4F: 3 clusters Score -39460.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39532.320312 Penalty: 637.526794
	Iteration 5F: 3 clusters Score -39532.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39602.675781 Penalty: 637.526794
	Iteration 6F: 3 clusters Score -39602.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39653.765625 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -39653.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39684.746094 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -39684.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39702.707031 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -39702.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39713.089844 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -39713.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39729.667969 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -39729.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39745.582031 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -39745.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39756.800781 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -39756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39763.148438 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -39763.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39765.386719 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -39765.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39766.476562 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -39766.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39766.476562 Penalty: 637.526794
	Iteration 17F: 3 clusters Score -39766.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 230883 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 13050 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 65383 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 307881 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 307217 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4711 members 
Entering Unmasked Estep 
Score: -46910808.000000 Penalty: 13939.103516
Splitting cluster 10 changes total score from -46910656.000000 to -46910808.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (65383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Entering Unmasked Estep 
Score: -2845309.250000 Penalty: 504.504791
	Iteration 0F: 2 clusters Score -2845309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -2801281.250000 Penalty: 1009.009583
	Iteration 0F: 3 clusters Score -2801281 nChanged 31823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -2820643.000000 Penalty: 1009.009583
	Iteration 1F: 3 clusters Score -2820643 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -2821371.750000 Penalty: 1009.009583
	Iteration 2Q: 3 clusters Score -2821372 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2822356.750000 Penalty: 1009.009583
	Iteration 3Q: 3 clusters Score -2822357 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -2823870.750000 Penalty: 1009.009583
	Iteration 4Q: 3 clusters Score -2823871 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2826118.000000 Penalty: 1009.009583
	Iteration 5Q: 3 clusters Score -2826118 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2829254.000000 Penalty: 1009.009583
	Iteration 6F: 3 clusters Score -2829254 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2832109.250000 Penalty: 1009.009583
	Iteration 7F: 3 clusters Score -2832109 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2833498.500000 Penalty: 1009.009583
	Iteration 8Q: 3 clusters Score -2833498 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2834021.500000 Penalty: 1009.009583
	Iteration 9Q: 3 clusters Score -2834022 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2834340.000000 Penalty: 1009.009583
	Iteration 10Q: 3 clusters Score -2834340 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2834705.250000 Penalty: 1009.009583
	Iteration 11Q: 3 clusters Score -2834705 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2835143.750000 Penalty: 1009.009583
	Iteration 12Q: 3 clusters Score -2835144 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2835679.000000 Penalty: 1009.009583
	Iteration 13Q: 3 clusters Score -2835679 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2836309.250000 Penalty: 1009.009583
	Iteration 14Q: 3 clusters Score -2836309 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2836994.000000 Penalty: 1009.009583
	Iteration 15Q: 3 clusters Score -2836994 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2837742.500000 Penalty: 1009.009583
	Iteration 16Q: 3 clusters Score -2837742 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2838536.250000 Penalty: 1009.009583
	Iteration 17Q: 3 clusters Score -2838536 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2839362.500000 Penalty: 1009.009583
	Iteration 18Q: 3 clusters Score -2839362 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2840275.250000 Penalty: 1009.009583
	Iteration 19Q: 3 clusters Score -2840275 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2841204.250000 Penalty: 1009.009583
	Iteration 20F: 3 clusters Score -2841204 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2842033.750000 Penalty: 1009.009583
	Iteration 21Q: 3 clusters Score -2842034 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2842775.000000 Penalty: 1009.009583
	Iteration 22Q: 3 clusters Score -2842775 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2843395.000000 Penalty: 1009.009583
	Iteration 23Q: 3 clusters Score -2843395 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2843903.000000 Penalty: 1009.009583
	Iteration 24Q: 3 clusters Score -2843903 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2844298.250000 Penalty: 1009.009583
	Iteration 25Q: 3 clusters Score -2844298 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2844544.250000 Penalty: 1009.009583
	Iteration 26Q: 3 clusters Score -2844544 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2844694.000000 Penalty: 1009.009583
	Iteration 27Q: 3 clusters Score -2844694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2844777.250000 Penalty: 1009.009583
	Iteration 28Q: 3 clusters Score -2844777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2844811.750000 Penalty: 1009.009583
	Iteration 29Q: 3 clusters Score -2844812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2844831.250000 Penalty: 1009.009583
	Iteration 30Q: 3 clusters Score -2844831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2844838.500000 Penalty: 1009.009583
	Iteration 31Q: 3 clusters Score -2844838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2844843.750000 Penalty: 1009.009583
	Iteration 32Q: 3 clusters Score -2844844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2844851.250000 Penalty: 1009.009583
	Iteration 33Q: 3 clusters Score -2844851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2844860.750000 Penalty: 1009.009583
	Iteration 34Q: 3 clusters Score -2844861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2844866.750000 Penalty: 1009.009583
	Iteration 35Q: 3 clusters Score -2844867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2844867.250000 Penalty: 1009.009583
	Iteration 36Q: 3 clusters Score -2844867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2844868.750000 Penalty: 1009.009583
	Iteration 37Q: 3 clusters Score -2844869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2844868.750000 Penalty: 1009.009583
	Iteration 38F: 3 clusters Score -2844869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -27747.062500 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -27747.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27203.025391 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -27203.03 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27320.480469 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -27320.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27349.720703 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -27349.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27365.779297 Penalty: 574.862000
	Iteration 3Q: 3 clusters Score -27365.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27379.033203 Penalty: 574.862000
	Iteration 4Q: 3 clusters Score -27379.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27390.220703 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -27390.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27395.283203 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -27395.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27399.244141 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -27399.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27401.867188 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -27401.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27404.716797 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -27404.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27407.570312 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -27407.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27415.818359 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -27415.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27427.496094 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -27427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27435.400391 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -27435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27438.396484 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -27438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27441.117188 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -27441.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27443.445312 Penalty: 574.862000
	Iteration 16Q: 3 clusters Score -27443.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27444.664062 Penalty: 574.862000
	Iteration 17Q: 3 clusters Score -27444.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27446.048828 Penalty: 574.862000
	Iteration 18Q: 3 clusters Score -27446.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27446.531250 Penalty: 574.862000
	Iteration 19Q: 3 clusters Score -27446.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27446.531250 Penalty: 574.862000
	Iteration 20F: 3 clusters Score -27446.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -180572.015625 Penalty: 377.402008
	Iteration 0F: 2 clusters Score -180572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -177819.000000 Penalty: 754.804016
	Iteration 0F: 3 clusters Score -177819 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -178805.281250 Penalty: 754.804016
	Iteration 1F: 3 clusters Score -178805.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -178909.093750 Penalty: 754.804016
	Iteration 2F: 3 clusters Score -178909.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -178991.609375 Penalty: 754.804016
	Iteration 3F: 3 clusters Score -178991.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -179069.625000 Penalty: 754.804016
	Iteration 4Q: 3 clusters Score -179069.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -179166.171875 Penalty: 754.804016
	Iteration 5Q: 3 clusters Score -179166.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -179267.484375 Penalty: 754.804016
	Iteration 6Q: 3 clusters Score -179267.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -179399.093750 Penalty: 754.804016
	Iteration 7Q: 3 clusters Score -179399.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -179534.156250 Penalty: 754.804016
	Iteration 8Q: 3 clusters Score -179534.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -179652.109375 Penalty: 754.804016
	Iteration 9Q: 3 clusters Score -179652.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -179719.500000 Penalty: 754.804016
	Iteration 10Q: 3 clusters Score -179719.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -179748.656250 Penalty: 754.804016
	Iteration 11Q: 3 clusters Score -179748.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -179772.765625 Penalty: 754.804016
	Iteration 12Q: 3 clusters Score -179772.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -179790.093750 Penalty: 754.804016
	Iteration 13Q: 3 clusters Score -179790.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -179804.562500 Penalty: 754.804016
	Iteration 14Q: 3 clusters Score -179804.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -179815.281250 Penalty: 754.804016
	Iteration 15Q: 3 clusters Score -179815.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -179826.406250 Penalty: 754.804016
	Iteration 16Q: 3 clusters Score -179826.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -179835.000000 Penalty: 754.804016
	Iteration 17Q: 3 clusters Score -179835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -179844.875000 Penalty: 754.804016
	Iteration 18Q: 3 clusters Score -179844.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -179856.562500 Penalty: 754.804016
	Iteration 19Q: 3 clusters Score -179856.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -179865.468750 Penalty: 754.804016
	Iteration 20F: 3 clusters Score -179865.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -179872.140625 Penalty: 754.804016
	Iteration 21Q: 3 clusters Score -179872.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -179883.890625 Penalty: 754.804016
	Iteration 22Q: 3 clusters Score -179883.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -179897.421875 Penalty: 754.804016
	Iteration 23Q: 3 clusters Score -179897.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -179911.312500 Penalty: 754.804016
	Iteration 24Q: 3 clusters Score -179911.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -179920.953125 Penalty: 754.804016
	Iteration 25Q: 3 clusters Score -179921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -179931.640625 Penalty: 754.804016
	Iteration 26Q: 3 clusters Score -179931.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -179936.296875 Penalty: 754.804016
	Iteration 27Q: 3 clusters Score -179936.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -179940.453125 Penalty: 754.804016
	Iteration 28Q: 3 clusters Score -179940.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -179944.687500 Penalty: 754.804016
	Iteration 29Q: 3 clusters Score -179944.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -179949.140625 Penalty: 754.804016
	Iteration 30Q: 3 clusters Score -179949.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -179954.562500 Penalty: 754.804016
	Iteration 31Q: 3 clusters Score -179954.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -179960.671875 Penalty: 754.804016
	Iteration 32Q: 3 clusters Score -179960.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -179968.187500 Penalty: 754.804016
	Iteration 33Q: 3 clusters Score -179968.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -179976.765625 Penalty: 754.804016
	Iteration 34Q: 3 clusters Score -179976.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -179985.828125 Penalty: 754.804016
	Iteration 35Q: 3 clusters Score -179985.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -179995.812500 Penalty: 754.804016
	Iteration 36Q: 3 clusters Score -179995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -180005.343750 Penalty: 754.804016
	Iteration 37Q: 3 clusters Score -180005.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -180018.234375 Penalty: 754.804016
	Iteration 38Q: 3 clusters Score -180018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -180027.750000 Penalty: 754.804016
	Iteration 39Q: 3 clusters Score -180027.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -180032.890625 Penalty: 754.804016
	Iteration 40F: 3 clusters Score -180032.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -180040.109375 Penalty: 754.804016
	Iteration 41Q: 3 clusters Score -180040.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -180047.796875 Penalty: 754.804016
	Iteration 42Q: 3 clusters Score -180047.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -180054.765625 Penalty: 754.804016
	Iteration 43Q: 3 clusters Score -180054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -180058.000000 Penalty: 754.804016
	Iteration 44Q: 3 clusters Score -180058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -180060.125000 Penalty: 754.804016
	Iteration 45Q: 3 clusters Score -180060.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -180061.640625 Penalty: 754.804016
	Iteration 46Q: 3 clusters Score -180061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -180063.593750 Penalty: 754.804016
	Iteration 47Q: 3 clusters Score -180063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -180066.437500 Penalty: 754.804016
	Iteration 48Q: 3 clusters Score -180066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -180069.562500 Penalty: 754.804016
	Iteration 49Q: 3 clusters Score -180069.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -180073.078125 Penalty: 754.804016
	Iteration 50Q: 3 clusters Score -180073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -180078.671875 Penalty: 754.804016
	Iteration 51Q: 3 clusters Score -180078.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -180088.500000 Penalty: 754.804016
	Iteration 52Q: 3 clusters Score -180088.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -180098.062500 Penalty: 754.804016
	Iteration 53Q: 3 clusters Score -180098.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -180103.515625 Penalty: 754.804016
	Iteration 54Q: 3 clusters Score -180103.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -180107.984375 Penalty: 754.804016
	Iteration 55Q: 3 clusters Score -180108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -180110.765625 Penalty: 754.804016
	Iteration 56Q: 3 clusters Score -180110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -180112.296875 Penalty: 754.804016
	Iteration 57Q: 3 clusters Score -180112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -180114.640625 Penalty: 754.804016
	Iteration 58Q: 3 clusters Score -180114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -180114.625000 Penalty: 754.804016
	Iteration 59Q: 3 clusters Score -180114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -180114.625000 Penalty: 754.804016
	Iteration 60F: 3 clusters Score -180114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Entering Unmasked Estep 
Score: -2163823.500000 Penalty: 488.996948
	Iteration 0F: 2 clusters Score -2163824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2132542.250000 Penalty: 977.993896
	Iteration 0F: 3 clusters Score -2132542 nChanged 22527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2146977.250000 Penalty: 977.993896
	Iteration 1F: 3 clusters Score -2146977 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2148744.250000 Penalty: 977.993896
	Iteration 2F: 3 clusters Score -2148744 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2151268.500000 Penalty: 977.993896
	Iteration 3F: 3 clusters Score -2151268 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2153785.750000 Penalty: 977.993896
	Iteration 4F: 3 clusters Score -2153786 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2155174.750000 Penalty: 977.993896
	Iteration 5F: 3 clusters Score -2155175 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2155701.500000 Penalty: 977.993896
	Iteration 6Q: 3 clusters Score -2155702 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2155953.750000 Penalty: 977.993896
	Iteration 7Q: 3 clusters Score -2155954 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2156177.250000 Penalty: 977.993896
	Iteration 8Q: 3 clusters Score -2156177 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2156473.000000 Penalty: 977.993896
	Iteration 9Q: 3 clusters Score -2156473 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2156779.000000 Penalty: 977.993896
	Iteration 10Q: 3 clusters Score -2156779 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2157193.750000 Penalty: 977.993896
	Iteration 11Q: 3 clusters Score -2157194 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2157767.750000 Penalty: 977.993896
	Iteration 12Q: 3 clusters Score -2157768 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2158479.750000 Penalty: 977.993896
	Iteration 13Q: 3 clusters Score -2158480 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2159258.750000 Penalty: 977.993896
	Iteration 14Q: 3 clusters Score -2159259 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2160113.000000 Penalty: 977.993896
	Iteration 15Q: 3 clusters Score -2160113 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2160835.500000 Penalty: 977.993896
	Iteration 16Q: 3 clusters Score -2160836 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2161420.250000 Penalty: 977.993896
	Iteration 17Q: 3 clusters Score -2161420 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2161795.500000 Penalty: 977.993896
	Iteration 18Q: 3 clusters Score -2161796 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2162069.000000 Penalty: 977.993896
	Iteration 19Q: 3 clusters Score -2162069 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2162276.750000 Penalty: 977.993896
	Iteration 20F: 3 clusters Score -2162277 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2162413.750000 Penalty: 977.993896
	Iteration 21Q: 3 clusters Score -2162414 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2162514.500000 Penalty: 977.993896
	Iteration 22Q: 3 clusters Score -2162514 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2162592.500000 Penalty: 977.993896
	Iteration 23Q: 3 clusters Score -2162592 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2162643.250000 Penalty: 977.993896
	Iteration 24Q: 3 clusters Score -2162643 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2162680.750000 Penalty: 977.993896
	Iteration 25Q: 3 clusters Score -2162681 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2162706.750000 Penalty: 977.993896
	Iteration 26Q: 3 clusters Score -2162707 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2162733.750000 Penalty: 977.993896
	Iteration 27Q: 3 clusters Score -2162734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2162761.500000 Penalty: 977.993896
	Iteration 28Q: 3 clusters Score -2162762 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2162775.500000 Penalty: 977.993896
	Iteration 29Q: 3 clusters Score -2162776 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2162779.500000 Penalty: 977.993896
	Iteration 30Q: 3 clusters Score -2162780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2162787.750000 Penalty: 977.993896
	Iteration 31Q: 3 clusters Score -2162788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2162798.750000 Penalty: 977.993896
	Iteration 32Q: 3 clusters Score -2162799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2162808.750000 Penalty: 977.993896
	Iteration 33Q: 3 clusters Score -2162809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2162814.500000 Penalty: 977.993896
	Iteration 34Q: 3 clusters Score -2162814 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2162826.250000 Penalty: 977.993896
	Iteration 35Q: 3 clusters Score -2162826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2162848.500000 Penalty: 977.993896
	Iteration 36Q: 3 clusters Score -2162848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2162875.250000 Penalty: 977.993896
	Iteration 37Q: 3 clusters Score -2162875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2162903.000000 Penalty: 977.993896
	Iteration 38Q: 3 clusters Score -2162903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2162932.500000 Penalty: 977.993896
	Iteration 39Q: 3 clusters Score -2162932 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2162959.500000 Penalty: 977.993896
	Iteration 40F: 3 clusters Score -2162960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2162978.500000 Penalty: 977.993896
	Iteration 41Q: 3 clusters Score -2162978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2163011.500000 Penalty: 977.993896
	Iteration 42Q: 3 clusters Score -2163012 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2163043.750000 Penalty: 977.993896
	Iteration 43Q: 3 clusters Score -2163044 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2163061.750000 Penalty: 977.993896
	Iteration 44Q: 3 clusters Score -2163062 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2163078.750000 Penalty: 977.993896
	Iteration 45Q: 3 clusters Score -2163079 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2163089.000000 Penalty: 977.993896
	Iteration 46Q: 3 clusters Score -2163089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2163089.250000 Penalty: 977.993896
	Iteration 47Q: 3 clusters Score -2163089 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2163106.000000 Penalty: 977.993896
	Iteration 48Q: 3 clusters Score -2163106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2163114.000000 Penalty: 977.993896
	Iteration 49Q: 3 clusters Score -2163114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2163132.000000 Penalty: 977.993896
	Iteration 50Q: 3 clusters Score -2163132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2163135.500000 Penalty: 977.993896
	Iteration 51Q: 3 clusters Score -2163136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2163157.250000 Penalty: 977.993896
	Iteration 52Q: 3 clusters Score -2163157 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2163170.500000 Penalty: 977.993896
	Iteration 53Q: 3 clusters Score -2163170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2163187.000000 Penalty: 977.993896
	Iteration 54Q: 3 clusters Score -2163187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2163201.750000 Penalty: 977.993896
	Iteration 55Q: 3 clusters Score -2163202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2163218.750000 Penalty: 977.993896
	Iteration 56Q: 3 clusters Score -2163219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2163225.750000 Penalty: 977.993896
	Iteration 57Q: 3 clusters Score -2163226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2163233.750000 Penalty: 977.993896
	Iteration 58Q: 3 clusters Score -2163234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2163237.500000 Penalty: 977.993896
	Iteration 59Q: 3 clusters Score -2163238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2163245.250000 Penalty: 977.993896
	Iteration 60F: 3 clusters Score -2163245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2163247.500000 Penalty: 977.993896
	Iteration 61Q: 3 clusters Score -2163248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2163259.750000 Penalty: 977.993896
	Iteration 62Q: 3 clusters Score -2163260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2163272.250000 Penalty: 977.993896
	Iteration 63Q: 3 clusters Score -2163272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2163278.250000 Penalty: 977.993896
	Iteration 64Q: 3 clusters Score -2163278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2163290.750000 Penalty: 977.993896
	Iteration 65Q: 3 clusters Score -2163291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2163301.000000 Penalty: 977.993896
	Iteration 66Q: 3 clusters Score -2163301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2163314.750000 Penalty: 977.993896
	Iteration 67Q: 3 clusters Score -2163315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2163315.500000 Penalty: 977.993896
	Iteration 68Q: 3 clusters Score -2163316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2163326.000000 Penalty: 977.993896
	Iteration 69Q: 3 clusters Score -2163326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2163327.750000 Penalty: 977.993896
	Iteration 70Q: 3 clusters Score -2163328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2163338.750000 Penalty: 977.993896
	Iteration 71Q: 3 clusters Score -2163339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2163342.500000 Penalty: 977.993896
	Iteration 72Q: 3 clusters Score -2163342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2163344.000000 Penalty: 977.993896
	Iteration 73Q: 3 clusters Score -2163344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2163348.000000 Penalty: 977.993896
	Iteration 74Q: 3 clusters Score -2163348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2163351.250000 Penalty: 977.993896
	Iteration 75Q: 3 clusters Score -2163351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2163351.750000 Penalty: 977.993896
	Iteration 76Q: 3 clusters Score -2163352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2163355.750000 Penalty: 977.993896
	Iteration 77Q: 3 clusters Score -2163356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2163357.750000 Penalty: 977.993896
	Iteration 78Q: 3 clusters Score -2163358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2163362.500000 Penalty: 977.993896
	Iteration 79Q: 3 clusters Score -2163362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2163363.750000 Penalty: 977.993896
	Iteration 80F: 3 clusters Score -2163364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2163370.250000 Penalty: 977.993896
	Iteration 81Q: 3 clusters Score -2163370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2163376.500000 Penalty: 977.993896
	Iteration 82Q: 3 clusters Score -2163376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2163377.250000 Penalty: 977.993896
	Iteration 83Q: 3 clusters Score -2163377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2163372.500000 Penalty: 977.993896
	Iteration 84Q: 3 clusters Score -2163372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2163371.000000 Penalty: 977.993896
	Iteration 85Q: 3 clusters Score -2163371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2163375.500000 Penalty: 977.993896
	Iteration 86Q: 3 clusters Score -2163376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2163374.250000 Penalty: 977.993896
	Iteration 87Q: 3 clusters Score -2163374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2163377.250000 Penalty: 977.993896
	Iteration 88Q: 3 clusters Score -2163377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2163378.750000 Penalty: 977.993896
	Iteration 89Q: 3 clusters Score -2163379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2163379.000000 Penalty: 977.993896
	Iteration 90Q: 3 clusters Score -2163379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2163382.500000 Penalty: 977.993896
	Iteration 91Q: 3 clusters Score -2163382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2163384.500000 Penalty: 977.993896
	Iteration 92Q: 3 clusters Score -2163384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2163390.000000 Penalty: 977.993896
	Iteration 93Q: 3 clusters Score -2163390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2163392.750000 Penalty: 977.993896
	Iteration 94Q: 3 clusters Score -2163393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2163400.750000 Penalty: 977.993896
	Iteration 95Q: 3 clusters Score -2163401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2163402.250000 Penalty: 977.993896
	Iteration 96Q: 3 clusters Score -2163402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2163403.250000 Penalty: 977.993896
	Iteration 97Q: 3 clusters Score -2163403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2163405.500000 Penalty: 977.993896
	Iteration 98Q: 3 clusters Score -2163406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2163406.000000 Penalty: 977.993896
	Iteration 99Q: 3 clusters Score -2163406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2163410.250000 Penalty: 977.993896
	Iteration 100F: 3 clusters Score -2163410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2163412.250000 Penalty: 977.993896
	Iteration 101Q: 3 clusters Score -2163412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2163416.000000 Penalty: 977.993896
	Iteration 102Q: 3 clusters Score -2163416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2163416.250000 Penalty: 977.993896
	Iteration 103Q: 3 clusters Score -2163416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2163419.250000 Penalty: 977.993896
	Iteration 104Q: 3 clusters Score -2163419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2163418.500000 Penalty: 977.993896
	Iteration 105Q: 3 clusters Score -2163418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2163414.500000 Penalty: 977.993896
	Iteration 106Q: 3 clusters Score -2163414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2163417.000000 Penalty: 977.993896
	Iteration 107Q: 3 clusters Score -2163417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2163418.250000 Penalty: 977.993896
	Iteration 108Q: 3 clusters Score -2163418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2163421.750000 Penalty: 977.993896
	Iteration 109Q: 3 clusters Score -2163422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2163421.500000 Penalty: 977.993896
	Iteration 110Q: 3 clusters Score -2163422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2163422.250000 Penalty: 977.993896
	Iteration 111Q: 3 clusters Score -2163422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2163421.750000 Penalty: 977.993896
	Iteration 112Q: 3 clusters Score -2163422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2163430.000000 Penalty: 977.993896
	Iteration 113Q: 3 clusters Score -2163430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2163432.000000 Penalty: 977.993896
	Iteration 114Q: 3 clusters Score -2163432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2163436.250000 Penalty: 977.993896
	Iteration 115Q: 3 clusters Score -2163436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2163441.500000 Penalty: 977.993896
	Iteration 116Q: 3 clusters Score -2163442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2163442.500000 Penalty: 977.993896
	Iteration 117Q: 3 clusters Score -2163442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2163451.250000 Penalty: 977.993896
	Iteration 118Q: 3 clusters Score -2163451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2163464.250000 Penalty: 977.993896
	Iteration 119Q: 3 clusters Score -2163464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2163466.500000 Penalty: 977.993896
	Iteration 120F: 3 clusters Score -2163466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2163474.000000 Penalty: 977.993896
	Iteration 121Q: 3 clusters Score -2163474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2163485.500000 Penalty: 977.993896
	Iteration 122Q: 3 clusters Score -2163486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2163489.500000 Penalty: 977.993896
	Iteration 123Q: 3 clusters Score -2163490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2163489.000000 Penalty: 977.993896
	Iteration 124Q: 3 clusters Score -2163489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2163488.000000 Penalty: 977.993896
	Iteration 125Q: 3 clusters Score -2163488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2163491.250000 Penalty: 977.993896
	Iteration 126Q: 3 clusters Score -2163491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2163496.500000 Penalty: 977.993896
	Iteration 127Q: 3 clusters Score -2163496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2163502.500000 Penalty: 977.993896
	Iteration 128Q: 3 clusters Score -2163502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2163502.750000 Penalty: 977.993896
	Iteration 129Q: 3 clusters Score -2163503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2163504.250000 Penalty: 977.993896
	Iteration 130Q: 3 clusters Score -2163504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2163504.250000 Penalty: 977.993896
	Iteration 131Q: 3 clusters Score -2163504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2163503.750000 Penalty: 977.993896
	Iteration 132Q: 3 clusters Score -2163504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2163501.500000 Penalty: 977.993896
	Iteration 133Q: 3 clusters Score -2163502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2163503.750000 Penalty: 977.993896
	Iteration 134Q: 3 clusters Score -2163504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2163502.750000 Penalty: 977.993896
	Iteration 135Q: 3 clusters Score -2163503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2163502.750000 Penalty: 977.993896
	Iteration 136F: 3 clusters Score -2163503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Entering Unmasked Estep 
Score: -577449.187500 Penalty: 430.490631
	Iteration 0F: 2 clusters Score -577449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -568929.875000 Penalty: 860.981262
	Iteration 0F: 3 clusters Score -568929.9 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -572433.312500 Penalty: 860.981262
	Iteration 1F: 3 clusters Score -572433.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -572636.875000 Penalty: 860.981262
	Iteration 2Q: 3 clusters Score -572636.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -572887.062500 Penalty: 860.981262
	Iteration 3Q: 3 clusters Score -572887.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -573177.687500 Penalty: 860.981262
	Iteration 4Q: 3 clusters Score -573177.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -573550.062500 Penalty: 860.981262
	Iteration 5F: 3 clusters Score -573550.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -574050.500000 Penalty: 860.981262
	Iteration 6F: 3 clusters Score -574050.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -574626.250000 Penalty: 860.981262
	Iteration 7F: 3 clusters Score -574626.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -575174.312500 Penalty: 860.981262
	Iteration 8F: 3 clusters Score -575174.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -575574.250000 Penalty: 860.981262
	Iteration 9Q: 3 clusters Score -575574.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -575858.500000 Penalty: 860.981262
	Iteration 10Q: 3 clusters Score -575858.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -576128.312500 Penalty: 860.981262
	Iteration 11Q: 3 clusters Score -576128.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -576357.562500 Penalty: 860.981262
	Iteration 12Q: 3 clusters Score -576357.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -576593.312500 Penalty: 860.981262
	Iteration 13Q: 3 clusters Score -576593.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -576773.562500 Penalty: 860.981262
	Iteration 14Q: 3 clusters Score -576773.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -576908.625000 Penalty: 860.981262
	Iteration 15Q: 3 clusters Score -576908.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -576986.750000 Penalty: 860.981262
	Iteration 16Q: 3 clusters Score -576986.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -577038.812500 Penalty: 860.981262
	Iteration 17Q: 3 clusters Score -577038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -577062.875000 Penalty: 860.981262
	Iteration 18Q: 3 clusters Score -577062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -577072.875000 Penalty: 860.981262
	Iteration 19Q: 3 clusters Score -577072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -577079.250000 Penalty: 860.981262
	Iteration 20F: 3 clusters Score -577079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -577085.437500 Penalty: 860.981262
	Iteration 21Q: 3 clusters Score -577085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -577086.937500 Penalty: 860.981262
	Iteration 22Q: 3 clusters Score -577086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -577087.062500 Penalty: 860.981262
	Iteration 23Q: 3 clusters Score -577087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -577087.062500 Penalty: 860.981262
	Iteration 24F: 3 clusters Score -577087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (307881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307881 members 
Entering Unmasked Estep 
Score: -13507145.000000 Penalty: 575.004822
	Iteration 0F: 2 clusters Score -1.350714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 154104 members 
Entering Unmasked Estep 
Score: -13301614.000000 Penalty: 1150.009644
	Iteration 0F: 3 clusters Score -1.330161e+07 nChanged 151908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 152574 members 
Entering Unmasked Estep 
Score: -13395615.000000 Penalty: 1150.009644
	Iteration 1F: 3 clusters Score -1.339562e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -13400429.000000 Penalty: 1150.009644
	Iteration 2Q: 3 clusters Score -1.340043e+07 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -13407126.000000 Penalty: 1150.009644
	Iteration 3Q: 3 clusters Score -1.340713e+07 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -13417811.000000 Penalty: 1150.009644
	Iteration 4F: 3 clusters Score -1.341781e+07 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -13432472.000000 Penalty: 1150.009644
	Iteration 5F: 3 clusters Score -1.343247e+07 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160694 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -13446693.000000 Penalty: 1150.009644
	Iteration 6F: 3 clusters Score -1.344669e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -13454471.000000 Penalty: 1150.009644
	Iteration 7F: 3 clusters Score -1.345447e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -13457211.000000 Penalty: 1150.009644
	Iteration 8Q: 3 clusters Score -1.345721e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -13458469.000000 Penalty: 1150.009644
	Iteration 9Q: 3 clusters Score -1.345847e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -13459987.000000 Penalty: 1150.009644
	Iteration 10Q: 3 clusters Score -1.345999e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -13461811.000000 Penalty: 1150.009644
	Iteration 11Q: 3 clusters Score -1.346181e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -13464165.000000 Penalty: 1150.009644
	Iteration 12Q: 3 clusters Score -1.346416e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162970 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -13467106.000000 Penalty: 1150.009644
	Iteration 13Q: 3 clusters Score -1.346711e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162801 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -13470766.000000 Penalty: 1150.009644
	Iteration 14Q: 3 clusters Score -1.347077e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162103 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -13475092.000000 Penalty: 1150.009644
	Iteration 15Q: 3 clusters Score -1.347509e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -13479776.000000 Penalty: 1150.009644
	Iteration 16Q: 3 clusters Score -1.347978e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -13484738.000000 Penalty: 1150.009644
	Iteration 17Q: 3 clusters Score -1.348474e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -13489659.000000 Penalty: 1150.009644
	Iteration 18Q: 3 clusters Score -1.348966e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 155427 members 
Entering Unmasked Estep 
Score: -13494283.000000 Penalty: 1150.009644
	Iteration 19Q: 3 clusters Score -1.349428e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 158639 members 
Entering Unmasked Estep 
Score: -13498690.000000 Penalty: 1150.009644
	Iteration 20F: 3 clusters Score -1.349869e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -13502166.000000 Penalty: 1150.009644
	Iteration 21Q: 3 clusters Score -1.350217e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 163844 members 
Entering Unmasked Estep 
Score: -13504445.000000 Penalty: 1150.009644
	Iteration 22Q: 3 clusters Score -1.350444e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -13505746.000000 Penalty: 1150.009644
	Iteration 23Q: 3 clusters Score -1.350575e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140299 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -13506471.000000 Penalty: 1150.009644
	Iteration 24Q: 3 clusters Score -1.350647e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -13506984.000000 Penalty: 1150.009644
	Iteration 25Q: 3 clusters Score -1.350698e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -13507185.000000 Penalty: 1150.009644
	Iteration 26Q: 3 clusters Score -1.350718e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -13507275.000000 Penalty: 1150.009644
	Iteration 27Q: 3 clusters Score -1.350728e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -13507527.000000 Penalty: 1150.009644
	Iteration 28Q: 3 clusters Score -1.350753e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133819 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -13507628.000000 Penalty: 1150.009644
	Iteration 29Q: 3 clusters Score -1.350763e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132573 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -13507810.000000 Penalty: 1150.009644
	Iteration 30Q: 3 clusters Score -1.350781e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -13507949.000000 Penalty: 1150.009644
	Iteration 31Q: 3 clusters Score -1.350795e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 177755 members 
Entering Unmasked Estep 
Score: -13508017.000000 Penalty: 1150.009644
	Iteration 32Q: 3 clusters Score -1.350802e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -13508115.000000 Penalty: 1150.009644
	Iteration 33Q: 3 clusters Score -1.350812e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -13508174.000000 Penalty: 1150.009644
	Iteration 34Q: 3 clusters Score -1.350817e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 181002 members 
Entering Unmasked Estep 
Score: -13508188.000000 Penalty: 1150.009644
	Iteration 35Q: 3 clusters Score -1.350819e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125781 members 
Mstep: Class 2 contains 182100 members 
Entering Unmasked Estep 
Score: -13508282.000000 Penalty: 1150.009644
	Iteration 36Q: 3 clusters Score -1.350828e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124708 members 
Mstep: Class 2 contains 183173 members 
Entering Unmasked Estep 
Score: -13508403.000000 Penalty: 1150.009644
	Iteration 37Q: 3 clusters Score -1.35084e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -13508535.000000 Penalty: 1150.009644
	Iteration 38Q: 3 clusters Score -1.350854e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 185398 members 
Entering Unmasked Estep 
Score: -13508573.000000 Penalty: 1150.009644
	Iteration 39Q: 3 clusters Score -1.350857e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 186468 members 
Entering Unmasked Estep 
Score: -13508626.000000 Penalty: 1150.009644
	Iteration 40F: 3 clusters Score -1.350863e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120310 members 
Mstep: Class 2 contains 187571 members 
Entering Unmasked Estep 
Score: -13508781.000000 Penalty: 1150.009644
	Iteration 41Q: 3 clusters Score -1.350878e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -13508807.000000 Penalty: 1150.009644
	Iteration 42Q: 3 clusters Score -1.350881e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 189849 members 
Entering Unmasked Estep 
Score: -13508840.000000 Penalty: 1150.009644
	Iteration 43Q: 3 clusters Score -1.350884e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 190941 members 
Entering Unmasked Estep 
Score: -13508830.000000 Penalty: 1150.009644
	Iteration 44Q: 3 clusters Score -1.350883e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 192004 members 
Entering Unmasked Estep 
Score: -13508914.000000 Penalty: 1150.009644
	Iteration 45Q: 3 clusters Score -1.350891e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 193045 members 
Entering Unmasked Estep 
Score: -13509097.000000 Penalty: 1150.009644
	Iteration 46Q: 3 clusters Score -1.35091e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -13509187.000000 Penalty: 1150.009644
	Iteration 47Q: 3 clusters Score -1.350919e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 195006 members 
Entering Unmasked Estep 
Score: -13509229.000000 Penalty: 1150.009644
	Iteration 48Q: 3 clusters Score -1.350923e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -13509279.000000 Penalty: 1150.009644
	Iteration 49Q: 3 clusters Score -1.350928e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -13509349.000000 Penalty: 1150.009644
	Iteration 50Q: 3 clusters Score -1.350935e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109928 members 
Mstep: Class 2 contains 197953 members 
Entering Unmasked Estep 
Score: -13509365.000000 Penalty: 1150.009644
	Iteration 51Q: 3 clusters Score -1.350936e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 198921 members 
Entering Unmasked Estep 
Score: -13509350.000000 Penalty: 1150.009644
	Iteration 52Q: 3 clusters Score -1.350935e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 199909 members 
Entering Unmasked Estep 
Score: -13509457.000000 Penalty: 1150.009644
	Iteration 53Q: 3 clusters Score -1.350946e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -13509532.000000 Penalty: 1150.009644
	Iteration 54Q: 3 clusters Score -1.350953e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -13509544.000000 Penalty: 1150.009644
	Iteration 55Q: 3 clusters Score -1.350954e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 202627 members 
Entering Unmasked Estep 
Score: -13509576.000000 Penalty: 1150.009644
	Iteration 56Q: 3 clusters Score -1.350958e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 203468 members 
Entering Unmasked Estep 
Score: -13509648.000000 Penalty: 1150.009644
	Iteration 57Q: 3 clusters Score -1.350965e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 204228 members 
Entering Unmasked Estep 
Score: -13509693.000000 Penalty: 1150.009644
	Iteration 58Q: 3 clusters Score -1.350969e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 204950 members 
Entering Unmasked Estep 
Score: -13509792.000000 Penalty: 1150.009644
	Iteration 59Q: 3 clusters Score -1.350979e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 205692 members 
Entering Unmasked Estep 
Score: -13509767.000000 Penalty: 1150.009644
	Iteration 60F: 3 clusters Score -1.350977e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 206459 members 
Entering Unmasked Estep 
Score: -13509827.000000 Penalty: 1150.009644
	Iteration 61Q: 3 clusters Score -1.350983e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -13509837.000000 Penalty: 1150.009644
	Iteration 62Q: 3 clusters Score -1.350984e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 208032 members 
Entering Unmasked Estep 
Score: -13509923.000000 Penalty: 1150.009644
	Iteration 63Q: 3 clusters Score -1.350992e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 208713 members 
Entering Unmasked Estep 
Score: -13509972.000000 Penalty: 1150.009644
	Iteration 64Q: 3 clusters Score -1.350997e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 209390 members 
Entering Unmasked Estep 
Score: -13509994.000000 Penalty: 1150.009644
	Iteration 65Q: 3 clusters Score -1.350999e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97856 members 
Mstep: Class 2 contains 210025 members 
Entering Unmasked Estep 
Score: -13510005.000000 Penalty: 1150.009644
	Iteration 66Q: 3 clusters Score -1.351e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 210639 members 
Entering Unmasked Estep 
Score: -13510057.000000 Penalty: 1150.009644
	Iteration 67Q: 3 clusters Score -1.351006e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 211207 members 
Entering Unmasked Estep 
Score: -13510056.000000 Penalty: 1150.009644
	Iteration 68Q: 3 clusters Score -1.351006e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 211811 members 
Entering Unmasked Estep 
Score: -13510080.000000 Penalty: 1150.009644
	Iteration 69Q: 3 clusters Score -1.351008e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 212401 members 
Entering Unmasked Estep 
Score: -13510123.000000 Penalty: 1150.009644
	Iteration 70Q: 3 clusters Score -1.351012e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 213038 members 
Entering Unmasked Estep 
Score: -13510147.000000 Penalty: 1150.009644
	Iteration 71Q: 3 clusters Score -1.351015e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 213685 members 
Entering Unmasked Estep 
Score: -13510164.000000 Penalty: 1150.009644
	Iteration 72Q: 3 clusters Score -1.351016e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 214325 members 
Entering Unmasked Estep 
Score: -13510174.000000 Penalty: 1150.009644
	Iteration 73Q: 3 clusters Score -1.351017e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 214964 members 
Entering Unmasked Estep 
Score: -13510221.000000 Penalty: 1150.009644
	Iteration 74Q: 3 clusters Score -1.351022e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -13510282.000000 Penalty: 1150.009644
	Iteration 75Q: 3 clusters Score -1.351028e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 216298 members 
Entering Unmasked Estep 
Score: -13510301.000000 Penalty: 1150.009644
	Iteration 76Q: 3 clusters Score -1.35103e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 216982 members 
Entering Unmasked Estep 
Score: -13510356.000000 Penalty: 1150.009644
	Iteration 77Q: 3 clusters Score -1.351036e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 217640 members 
Entering Unmasked Estep 
Score: -13510408.000000 Penalty: 1150.009644
	Iteration 78Q: 3 clusters Score -1.351041e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 218281 members 
Entering Unmasked Estep 
Score: -13510445.000000 Penalty: 1150.009644
	Iteration 79Q: 3 clusters Score -1.351044e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 218904 members 
Entering Unmasked Estep 
Score: -13510456.000000 Penalty: 1150.009644
	Iteration 80F: 3 clusters Score -1.351046e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 219479 members 
Entering Unmasked Estep 
Score: -13510475.000000 Penalty: 1150.009644
	Iteration 81Q: 3 clusters Score -1.351048e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 220073 members 
Entering Unmasked Estep 
Score: -13510519.000000 Penalty: 1150.009644
	Iteration 82Q: 3 clusters Score -1.351052e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 220686 members 
Entering Unmasked Estep 
Score: -13510544.000000 Penalty: 1150.009644
	Iteration 83Q: 3 clusters Score -1.351054e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 221321 members 
Entering Unmasked Estep 
Score: -13510593.000000 Penalty: 1150.009644
	Iteration 84Q: 3 clusters Score -1.351059e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 221947 members 
Entering Unmasked Estep 
Score: -13510605.000000 Penalty: 1150.009644
	Iteration 85Q: 3 clusters Score -1.35106e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 222541 members 
Entering Unmasked Estep 
Score: -13510622.000000 Penalty: 1150.009644
	Iteration 86Q: 3 clusters Score -1.351062e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 223120 members 
Entering Unmasked Estep 
Score: -13510638.000000 Penalty: 1150.009644
	Iteration 87Q: 3 clusters Score -1.351064e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 223646 members 
Entering Unmasked Estep 
Score: -13510629.000000 Penalty: 1150.009644
	Iteration 88Q: 3 clusters Score -1.351063e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 224162 members 
Entering Unmasked Estep 
Score: -13510648.000000 Penalty: 1150.009644
	Iteration 89Q: 3 clusters Score -1.351065e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 224684 members 
Entering Unmasked Estep 
Score: -13510641.000000 Penalty: 1150.009644
	Iteration 90Q: 3 clusters Score -1.351064e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 225197 members 
Entering Unmasked Estep 
Score: -13510663.000000 Penalty: 1150.009644
	Iteration 91Q: 3 clusters Score -1.351066e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 225737 members 
Entering Unmasked Estep 
Score: -13510706.000000 Penalty: 1150.009644
	Iteration 92Q: 3 clusters Score -1.351071e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 226276 members 
Entering Unmasked Estep 
Score: -13510730.000000 Penalty: 1150.009644
	Iteration 93Q: 3 clusters Score -1.351073e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 226808 members 
Entering Unmasked Estep 
Score: -13510748.000000 Penalty: 1150.009644
	Iteration 94Q: 3 clusters Score -1.351075e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 227356 members 
Entering Unmasked Estep 
Score: -13510697.000000 Penalty: 1150.009644
	Iteration 95Q: 3 clusters Score -1.35107e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 227884 members 
Entering Unmasked Estep 
Score: -13510647.000000 Penalty: 1150.009644
	Iteration 96Q: 3 clusters Score -1.351065e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 228385 members 
Entering Unmasked Estep 
Score: -13510621.000000 Penalty: 1150.009644
	Iteration 97Q: 3 clusters Score -1.351062e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 228914 members 
Entering Unmasked Estep 
Score: -13510611.000000 Penalty: 1150.009644
	Iteration 98Q: 3 clusters Score -1.351061e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 229419 members 
Entering Unmasked Estep 
Score: -13510597.000000 Penalty: 1150.009644
	Iteration 99Q: 3 clusters Score -1.35106e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 229912 members 
Entering Unmasked Estep 
Score: -13510618.000000 Penalty: 1150.009644
	Iteration 100F: 3 clusters Score -1.351062e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 230396 members 
Entering Unmasked Estep 
Score: -13510622.000000 Penalty: 1150.009644
	Iteration 101Q: 3 clusters Score -1.351062e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 230857 members 
Entering Unmasked Estep 
Score: -13510632.000000 Penalty: 1150.009644
	Iteration 102Q: 3 clusters Score -1.351063e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 231313 members 
Entering Unmasked Estep 
Score: -13510694.000000 Penalty: 1150.009644
	Iteration 103Q: 3 clusters Score -1.351069e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 231754 members 
Entering Unmasked Estep 
Score: -13510719.000000 Penalty: 1150.009644
	Iteration 104Q: 3 clusters Score -1.351072e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 232157 members 
Entering Unmasked Estep 
Score: -13510768.000000 Penalty: 1150.009644
	Iteration 105Q: 3 clusters Score -1.351077e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 232568 members 
Entering Unmasked Estep 
Score: -13510752.000000 Penalty: 1150.009644
	Iteration 106Q: 3 clusters Score -1.351075e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 232954 members 
Entering Unmasked Estep 
Score: -13510739.000000 Penalty: 1150.009644
	Iteration 107Q: 3 clusters Score -1.351074e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 233361 members 
Entering Unmasked Estep 
Score: -13510759.000000 Penalty: 1150.009644
	Iteration 108Q: 3 clusters Score -1.351076e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 233747 members 
Entering Unmasked Estep 
Score: -13510796.000000 Penalty: 1150.009644
	Iteration 109Q: 3 clusters Score -1.35108e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 234101 members 
Entering Unmasked Estep 
Score: -13510825.000000 Penalty: 1150.009644
	Iteration 110Q: 3 clusters Score -1.351082e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 234482 members 
Entering Unmasked Estep 
Score: -13510869.000000 Penalty: 1150.009644
	Iteration 111Q: 3 clusters Score -1.351087e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 234868 members 
Entering Unmasked Estep 
Score: -13510867.000000 Penalty: 1150.009644
	Iteration 112Q: 3 clusters Score -1.351087e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 235274 members 
Entering Unmasked Estep 
Score: -13510877.000000 Penalty: 1150.009644
	Iteration 113Q: 3 clusters Score -1.351088e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 235663 members 
Entering Unmasked Estep 
Score: -13510826.000000 Penalty: 1150.009644
	Iteration 114Q: 3 clusters Score -1.351083e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 236060 members 
Entering Unmasked Estep 
Score: -13510841.000000 Penalty: 1150.009644
	Iteration 115Q: 3 clusters Score -1.351084e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 236464 members 
Entering Unmasked Estep 
Score: -13510845.000000 Penalty: 1150.009644
	Iteration 116Q: 3 clusters Score -1.351084e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 236853 members 
Entering Unmasked Estep 
Score: -13510821.000000 Penalty: 1150.009644
	Iteration 117Q: 3 clusters Score -1.351082e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 237275 members 
Entering Unmasked Estep 
Score: -13510850.000000 Penalty: 1150.009644
	Iteration 118Q: 3 clusters Score -1.351085e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 237699 members 
Entering Unmasked Estep 
Score: -13510877.000000 Penalty: 1150.009644
	Iteration 119Q: 3 clusters Score -1.351088e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 238124 members 
Entering Unmasked Estep 
Score: -13510920.000000 Penalty: 1150.009644
	Iteration 120F: 3 clusters Score -1.351092e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 238501 members 
Entering Unmasked Estep 
Score: -13510955.000000 Penalty: 1150.009644
	Iteration 121Q: 3 clusters Score -1.351096e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 238868 members 
Entering Unmasked Estep 
Score: -13510976.000000 Penalty: 1150.009644
	Iteration 122Q: 3 clusters Score -1.351098e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 239214 members 
Entering Unmasked Estep 
Score: -13510987.000000 Penalty: 1150.009644
	Iteration 123Q: 3 clusters Score -1.351099e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 239545 members 
Entering Unmasked Estep 
Score: -13510967.000000 Penalty: 1150.009644
	Iteration 124Q: 3 clusters Score -1.351097e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 239878 members 
Entering Unmasked Estep 
Score: -13510960.000000 Penalty: 1150.009644
	Iteration 125Q: 3 clusters Score -1.351096e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 240186 members 
Entering Unmasked Estep 
Score: -13510940.000000 Penalty: 1150.009644
	Iteration 126Q: 3 clusters Score -1.351094e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 240450 members 
Entering Unmasked Estep 
Score: -13510954.000000 Penalty: 1150.009644
	Iteration 127Q: 3 clusters Score -1.351095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 240686 members 
Entering Unmasked Estep 
Score: -13510961.000000 Penalty: 1150.009644
	Iteration 128Q: 3 clusters Score -1.351096e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 240926 members 
Entering Unmasked Estep 
Score: -13510924.000000 Penalty: 1150.009644
	Iteration 129Q: 3 clusters Score -1.351092e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 241168 members 
Entering Unmasked Estep 
Score: -13510920.000000 Penalty: 1150.009644
	Iteration 130Q: 3 clusters Score -1.351092e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 241379 members 
Entering Unmasked Estep 
Score: -13510916.000000 Penalty: 1150.009644
	Iteration 131Q: 3 clusters Score -1.351092e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 241608 members 
Entering Unmasked Estep 
Score: -13510915.000000 Penalty: 1150.009644
	Iteration 132Q: 3 clusters Score -1.351092e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 241850 members 
Entering Unmasked Estep 
Score: -13510924.000000 Penalty: 1150.009644
	Iteration 133Q: 3 clusters Score -1.351092e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 242103 members 
Entering Unmasked Estep 
Score: -13510925.000000 Penalty: 1150.009644
	Iteration 134Q: 3 clusters Score -1.351092e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 242355 members 
Entering Unmasked Estep 
Score: -13510927.000000 Penalty: 1150.009644
	Iteration 135Q: 3 clusters Score -1.351093e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 242619 members 
Entering Unmasked Estep 
Score: -13510933.000000 Penalty: 1150.009644
	Iteration 136Q: 3 clusters Score -1.351093e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 242874 members 
Entering Unmasked Estep 
Score: -13510951.000000 Penalty: 1150.009644
	Iteration 137Q: 3 clusters Score -1.351095e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 243103 members 
Entering Unmasked Estep 
Score: -13510957.000000 Penalty: 1150.009644
	Iteration 138Q: 3 clusters Score -1.351096e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 243313 members 
Entering Unmasked Estep 
Score: -13510933.000000 Penalty: 1150.009644
	Iteration 139Q: 3 clusters Score -1.351093e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 243526 members 
Entering Unmasked Estep 
Score: -13510940.000000 Penalty: 1150.009644
	Iteration 140F: 3 clusters Score -1.351094e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 243724 members 
Entering Unmasked Estep 
Score: -13510948.000000 Penalty: 1150.009644
	Iteration 141Q: 3 clusters Score -1.351095e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 243909 members 
Entering Unmasked Estep 
Score: -13510946.000000 Penalty: 1150.009644
	Iteration 142Q: 3 clusters Score -1.351095e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 244069 members 
Entering Unmasked Estep 
Score: -13510920.000000 Penalty: 1150.009644
	Iteration 143Q: 3 clusters Score -1.351092e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 244201 members 
Entering Unmasked Estep 
Score: -13510921.000000 Penalty: 1150.009644
	Iteration 144Q: 3 clusters Score -1.351092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 244308 members 
Entering Unmasked Estep 
Score: -13510898.000000 Penalty: 1150.009644
	Iteration 145Q: 3 clusters Score -1.35109e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 244424 members 
Entering Unmasked Estep 
Score: -13510888.000000 Penalty: 1150.009644
	Iteration 146Q: 3 clusters Score -1.351089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 244539 members 
Entering Unmasked Estep 
Score: -13510871.000000 Penalty: 1150.009644
	Iteration 147Q: 3 clusters Score -1.351087e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 244672 members 
Entering Unmasked Estep 
Score: -13510844.000000 Penalty: 1150.009644
	Iteration 148Q: 3 clusters Score -1.351084e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 244819 members 
Entering Unmasked Estep 
Score: -13510855.000000 Penalty: 1150.009644
	Iteration 149Q: 3 clusters Score -1.351086e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 244988 members 
Entering Unmasked Estep 
Score: -13510862.000000 Penalty: 1150.009644
	Iteration 150Q: 3 clusters Score -1.351086e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 245153 members 
Entering Unmasked Estep 
Score: -13510902.000000 Penalty: 1150.009644
	Iteration 151Q: 3 clusters Score -1.35109e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 245319 members 
Entering Unmasked Estep 
Score: -13510918.000000 Penalty: 1150.009644
	Iteration 152Q: 3 clusters Score -1.351092e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 245501 members 
Entering Unmasked Estep 
Score: -13510939.000000 Penalty: 1150.009644
	Iteration 153Q: 3 clusters Score -1.351094e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 245671 members 
Entering Unmasked Estep 
Score: -13510957.000000 Penalty: 1150.009644
	Iteration 154Q: 3 clusters Score -1.351096e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 245833 members 
Entering Unmasked Estep 
Score: -13510963.000000 Penalty: 1150.009644
	Iteration 155Q: 3 clusters Score -1.351096e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 245995 members 
Entering Unmasked Estep 
Score: -13510942.000000 Penalty: 1150.009644
	Iteration 156Q: 3 clusters Score -1.351094e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 246153 members 
Entering Unmasked Estep 
Score: -13510931.000000 Penalty: 1150.009644
	Iteration 157Q: 3 clusters Score -1.351093e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 246326 members 
Entering Unmasked Estep 
Score: -13510935.000000 Penalty: 1150.009644
	Iteration 158Q: 3 clusters Score -1.351094e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 246495 members 
Entering Unmasked Estep 
Score: -13510909.000000 Penalty: 1150.009644
	Iteration 159Q: 3 clusters Score -1.351091e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 246685 members 
Entering Unmasked Estep 
Score: -13510910.000000 Penalty: 1150.009644
	Iteration 160F: 3 clusters Score -1.351091e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 246860 members 
Entering Unmasked Estep 
Score: -13510921.000000 Penalty: 1150.009644
	Iteration 161Q: 3 clusters Score -1.351092e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 247037 members 
Entering Unmasked Estep 
Score: -13510885.000000 Penalty: 1150.009644
	Iteration 162Q: 3 clusters Score -1.351088e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 247212 members 
Entering Unmasked Estep 
Score: -13510905.000000 Penalty: 1150.009644
	Iteration 163Q: 3 clusters Score -1.35109e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 247370 members 
Entering Unmasked Estep 
Score: -13510927.000000 Penalty: 1150.009644
	Iteration 164Q: 3 clusters Score -1.351093e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 247508 members 
Entering Unmasked Estep 
Score: -13510938.000000 Penalty: 1150.009644
	Iteration 165Q: 3 clusters Score -1.351094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 247649 members 
Entering Unmasked Estep 
Score: -13510948.000000 Penalty: 1150.009644
	Iteration 166Q: 3 clusters Score -1.351095e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 247786 members 
Entering Unmasked Estep 
Score: -13510943.000000 Penalty: 1150.009644
	Iteration 167Q: 3 clusters Score -1.351094e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 247922 members 
Entering Unmasked Estep 
Score: -13510943.000000 Penalty: 1150.009644
	Iteration 168Q: 3 clusters Score -1.351094e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 248057 members 
Entering Unmasked Estep 
Score: -13510945.000000 Penalty: 1150.009644
	Iteration 169Q: 3 clusters Score -1.351094e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 248168 members 
Entering Unmasked Estep 
Score: -13510947.000000 Penalty: 1150.009644
	Iteration 170Q: 3 clusters Score -1.351095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 248279 members 
Entering Unmasked Estep 
Score: -13510945.000000 Penalty: 1150.009644
	Iteration 171Q: 3 clusters Score -1.351094e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 248407 members 
Entering Unmasked Estep 
Score: -13510930.000000 Penalty: 1150.009644
	Iteration 172Q: 3 clusters Score -1.351093e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 248540 members 
Entering Unmasked Estep 
Score: -13510925.000000 Penalty: 1150.009644
	Iteration 173Q: 3 clusters Score -1.351092e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 248672 members 
Entering Unmasked Estep 
Score: -13510923.000000 Penalty: 1150.009644
	Iteration 174Q: 3 clusters Score -1.351092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 248788 members 
Entering Unmasked Estep 
Score: -13510926.000000 Penalty: 1150.009644
	Iteration 175Q: 3 clusters Score -1.351093e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 248893 members 
Entering Unmasked Estep 
Score: -13510917.000000 Penalty: 1150.009644
	Iteration 176Q: 3 clusters Score -1.351092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 249007 members 
Entering Unmasked Estep 
Score: -13510907.000000 Penalty: 1150.009644
	Iteration 177Q: 3 clusters Score -1.351091e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 249126 members 
Entering Unmasked Estep 
Score: -13510890.000000 Penalty: 1150.009644
	Iteration 178Q: 3 clusters Score -1.351089e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 249255 members 
Entering Unmasked Estep 
Score: -13510908.000000 Penalty: 1150.009644
	Iteration 179Q: 3 clusters Score -1.351091e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 249385 members 
Entering Unmasked Estep 
Score: -13510915.000000 Penalty: 1150.009644
	Iteration 180F: 3 clusters Score -1.351092e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 249516 members 
Entering Unmasked Estep 
Score: -13510928.000000 Penalty: 1150.009644
	Iteration 181Q: 3 clusters Score -1.351093e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 249632 members 
Entering Unmasked Estep 
Score: -13510938.000000 Penalty: 1150.009644
	Iteration 182Q: 3 clusters Score -1.351094e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 249764 members 
Entering Unmasked Estep 
Score: -13510956.000000 Penalty: 1150.009644
	Iteration 183Q: 3 clusters Score -1.351096e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 249899 members 
Entering Unmasked Estep 
Score: -13510948.000000 Penalty: 1150.009644
	Iteration 184Q: 3 clusters Score -1.351095e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 250037 members 
Entering Unmasked Estep 
Score: -13510947.000000 Penalty: 1150.009644
	Iteration 185Q: 3 clusters Score -1.351095e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 250176 members 
Entering Unmasked Estep 
Score: -13510943.000000 Penalty: 1150.009644
	Iteration 186Q: 3 clusters Score -1.351094e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 250316 members 
Entering Unmasked Estep 
Score: -13510932.000000 Penalty: 1150.009644
	Iteration 187Q: 3 clusters Score -1.351093e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 250464 members 
Entering Unmasked Estep 
Score: -13510934.000000 Penalty: 1150.009644
	Iteration 188Q: 3 clusters Score -1.351093e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 250616 members 
Entering Unmasked Estep 
Score: -13510957.000000 Penalty: 1150.009644
	Iteration 189Q: 3 clusters Score -1.351096e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 250741 members 
Entering Unmasked Estep 
Score: -13510957.000000 Penalty: 1150.009644
	Iteration 190Q: 3 clusters Score -1.351096e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 250856 members 
Entering Unmasked Estep 
Score: -13510964.000000 Penalty: 1150.009644
	Iteration 191Q: 3 clusters Score -1.351096e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 250966 members 
Entering Unmasked Estep 
Score: -13510965.000000 Penalty: 1150.009644
	Iteration 192Q: 3 clusters Score -1.351096e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 251080 members 
Entering Unmasked Estep 
Score: -13510933.000000 Penalty: 1150.009644
	Iteration 193Q: 3 clusters Score -1.351093e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 251205 members 
Entering Unmasked Estep 
Score: -13510942.000000 Penalty: 1150.009644
	Iteration 194Q: 3 clusters Score -1.351094e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 251315 members 
Entering Unmasked Estep 
Score: -13510943.000000 Penalty: 1150.009644
	Iteration 195Q: 3 clusters Score -1.351094e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 251447 members 
Entering Unmasked Estep 
Score: -13510953.000000 Penalty: 1150.009644
	Iteration 196Q: 3 clusters Score -1.351095e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 251578 members 
Entering Unmasked Estep 
Score: -13510944.000000 Penalty: 1150.009644
	Iteration 197Q: 3 clusters Score -1.351094e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 251702 members 
Entering Unmasked Estep 
Score: -13510941.000000 Penalty: 1150.009644
	Iteration 198Q: 3 clusters Score -1.351094e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 251805 members 
Entering Unmasked Estep 
Score: -13510936.000000 Penalty: 1150.009644
	Iteration 199Q: 3 clusters Score -1.351094e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 251928 members 
Entering Unmasked Estep 
Score: -13510946.000000 Penalty: 1150.009644
	Iteration 200F: 3 clusters Score -1.351095e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 252056 members 
Entering Unmasked Estep 
Score: -13510948.000000 Penalty: 1150.009644
	Iteration 201Q: 3 clusters Score -1.351095e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 252175 members 
Entering Unmasked Estep 
Score: -13510948.000000 Penalty: 1150.009644
	Iteration 202Q: 3 clusters Score -1.351095e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 252298 members 
Entering Unmasked Estep 
Score: -13510954.000000 Penalty: 1150.009644
	Iteration 203Q: 3 clusters Score -1.351095e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 252410 members 
Entering Unmasked Estep 
Score: -13510955.000000 Penalty: 1150.009644
	Iteration 204Q: 3 clusters Score -1.351096e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 252542 members 
Entering Unmasked Estep 
Score: -13510946.000000 Penalty: 1150.009644
	Iteration 205Q: 3 clusters Score -1.351095e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 252670 members 
Entering Unmasked Estep 
Score: -13510931.000000 Penalty: 1150.009644
	Iteration 206Q: 3 clusters Score -1.351093e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 252815 members 
Entering Unmasked Estep 
Score: -13510913.000000 Penalty: 1150.009644
	Iteration 207Q: 3 clusters Score -1.351091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 252970 members 
Entering Unmasked Estep 
Score: -13510925.000000 Penalty: 1150.009644
	Iteration 208Q: 3 clusters Score -1.351092e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 253115 members 
Entering Unmasked Estep 
Score: -13510924.000000 Penalty: 1150.009644
	Iteration 209Q: 3 clusters Score -1.351092e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 253253 members 
Entering Unmasked Estep 
Score: -13510944.000000 Penalty: 1150.009644
	Iteration 210Q: 3 clusters Score -1.351094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 253397 members 
Entering Unmasked Estep 
Score: -13510920.000000 Penalty: 1150.009644
	Iteration 211Q: 3 clusters Score -1.351092e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 253550 members 
Entering Unmasked Estep 
Score: -13510950.000000 Penalty: 1150.009644
	Iteration 212Q: 3 clusters Score -1.351095e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 253708 members 
Entering Unmasked Estep 
Score: -13510920.000000 Penalty: 1150.009644
	Iteration 213Q: 3 clusters Score -1.351092e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 253860 members 
Entering Unmasked Estep 
Score: -13510925.000000 Penalty: 1150.009644
	Iteration 214Q: 3 clusters Score -1.351092e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 253990 members 
Entering Unmasked Estep 
Score: -13510907.000000 Penalty: 1150.009644
	Iteration 215Q: 3 clusters Score -1.351091e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 254147 members 
Entering Unmasked Estep 
Score: -13510890.000000 Penalty: 1150.009644
	Iteration 216Q: 3 clusters Score -1.351089e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 254279 members 
Entering Unmasked Estep 
Score: -13510912.000000 Penalty: 1150.009644
	Iteration 217Q: 3 clusters Score -1.351091e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 254417 members 
Entering Unmasked Estep 
Score: -13510900.000000 Penalty: 1150.009644
	Iteration 218Q: 3 clusters Score -1.35109e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 254545 members 
Entering Unmasked Estep 
Score: -13510918.000000 Penalty: 1150.009644
	Iteration 219Q: 3 clusters Score -1.351092e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 254676 members 
Entering Unmasked Estep 
Score: -13510924.000000 Penalty: 1150.009644
	Iteration 220F: 3 clusters Score -1.351092e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 254797 members 
Entering Unmasked Estep 
Score: -13510946.000000 Penalty: 1150.009644
	Iteration 221Q: 3 clusters Score -1.351095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 254915 members 
Entering Unmasked Estep 
Score: -13510935.000000 Penalty: 1150.009644
	Iteration 222Q: 3 clusters Score -1.351094e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 255027 members 
Entering Unmasked Estep 
Score: -13510906.000000 Penalty: 1150.009644
	Iteration 223Q: 3 clusters Score -1.351091e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 255140 members 
Entering Unmasked Estep 
Score: -13510923.000000 Penalty: 1150.009644
	Iteration 224Q: 3 clusters Score -1.351092e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 255252 members 
Entering Unmasked Estep 
Score: -13510919.000000 Penalty: 1150.009644
	Iteration 225Q: 3 clusters Score -1.351092e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 255385 members 
Entering Unmasked Estep 
Score: -13510905.000000 Penalty: 1150.009644
	Iteration 226Q: 3 clusters Score -1.35109e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 255535 members 
Entering Unmasked Estep 
Score: -13510902.000000 Penalty: 1150.009644
	Iteration 227Q: 3 clusters Score -1.35109e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 255663 members 
Entering Unmasked Estep 
Score: -13510905.000000 Penalty: 1150.009644
	Iteration 228Q: 3 clusters Score -1.35109e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 255775 members 
Entering Unmasked Estep 
Score: -13510916.000000 Penalty: 1150.009644
	Iteration 229Q: 3 clusters Score -1.351092e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 255889 members 
Entering Unmasked Estep 
Score: -13510922.000000 Penalty: 1150.009644
	Iteration 230Q: 3 clusters Score -1.351092e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 255989 members 
Entering Unmasked Estep 
Score: -13510907.000000 Penalty: 1150.009644
	Iteration 231Q: 3 clusters Score -1.351091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 256095 members 
Entering Unmasked Estep 
Score: -13510904.000000 Penalty: 1150.009644
	Iteration 232Q: 3 clusters Score -1.35109e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 256196 members 
Entering Unmasked Estep 
Score: -13510900.000000 Penalty: 1150.009644
	Iteration 233Q: 3 clusters Score -1.35109e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 256303 members 
Entering Unmasked Estep 
Score: -13510905.000000 Penalty: 1150.009644
	Iteration 234Q: 3 clusters Score -1.35109e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 256402 members 
Entering Unmasked Estep 
Score: -13510932.000000 Penalty: 1150.009644
	Iteration 235Q: 3 clusters Score -1.351093e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 256491 members 
Entering Unmasked Estep 
Score: -13510956.000000 Penalty: 1150.009644
	Iteration 236Q: 3 clusters Score -1.351096e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 256594 members 
Entering Unmasked Estep 
Score: -13510952.000000 Penalty: 1150.009644
	Iteration 237Q: 3 clusters Score -1.351095e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 256673 members 
Entering Unmasked Estep 
Score: -13510950.000000 Penalty: 1150.009644
	Iteration 238Q: 3 clusters Score -1.351095e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 256750 members 
Entering Unmasked Estep 
Score: -13510949.000000 Penalty: 1150.009644
	Iteration 239Q: 3 clusters Score -1.351095e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 256830 members 
Entering Unmasked Estep 
Score: -13510914.000000 Penalty: 1150.009644
	Iteration 240F: 3 clusters Score -1.351091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 256896 members 
Entering Unmasked Estep 
Score: -13510899.000000 Penalty: 1150.009644
	Iteration 241Q: 3 clusters Score -1.35109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 256948 members 
Entering Unmasked Estep 
Score: -13510896.000000 Penalty: 1150.009644
	Iteration 242Q: 3 clusters Score -1.35109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 257000 members 
Entering Unmasked Estep 
Score: -13510911.000000 Penalty: 1150.009644
	Iteration 243Q: 3 clusters Score -1.351091e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 257058 members 
Entering Unmasked Estep 
Score: -13510919.000000 Penalty: 1150.009644
	Iteration 244Q: 3 clusters Score -1.351092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 257109 members 
Entering Unmasked Estep 
Score: -13510911.000000 Penalty: 1150.009644
	Iteration 245Q: 3 clusters Score -1.351091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 257186 members 
Entering Unmasked Estep 
Score: -13510913.000000 Penalty: 1150.009644
	Iteration 246Q: 3 clusters Score -1.351091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 257269 members 
Entering Unmasked Estep 
Score: -13510906.000000 Penalty: 1150.009644
	Iteration 247Q: 3 clusters Score -1.351091e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 257351 members 
Entering Unmasked Estep 
Score: -13510904.000000 Penalty: 1150.009644
	Iteration 248Q: 3 clusters Score -1.35109e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 257438 members 
Entering Unmasked Estep 
Score: -13510861.000000 Penalty: 1150.009644
	Iteration 249Q: 3 clusters Score -1.351086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 257527 members 
Entering Unmasked Estep 
Score: -13510869.000000 Penalty: 1150.009644
	Iteration 250Q: 3 clusters Score -1.351087e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 257625 members 
Entering Unmasked Estep 
Score: -13510858.000000 Penalty: 1150.009644
	Iteration 251Q: 3 clusters Score -1.351086e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 257740 members 
Entering Unmasked Estep 
Score: -13510871.000000 Penalty: 1150.009644
	Iteration 252Q: 3 clusters Score -1.351087e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 257864 members 
Entering Unmasked Estep 
Score: -13510886.000000 Penalty: 1150.009644
	Iteration 253Q: 3 clusters Score -1.351089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 257979 members 
Entering Unmasked Estep 
Score: -13510847.000000 Penalty: 1150.009644
	Iteration 254Q: 3 clusters Score -1.351085e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 258073 members 
Entering Unmasked Estep 
Score: -13510877.000000 Penalty: 1150.009644
	Iteration 255Q: 3 clusters Score -1.351088e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 258177 members 
Entering Unmasked Estep 
Score: -13510886.000000 Penalty: 1150.009644
	Iteration 256Q: 3 clusters Score -1.351089e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 258272 members 
Entering Unmasked Estep 
Score: -13510863.000000 Penalty: 1150.009644
	Iteration 257Q: 3 clusters Score -1.351086e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 258364 members 
Entering Unmasked Estep 
Score: -13510843.000000 Penalty: 1150.009644
	Iteration 258Q: 3 clusters Score -1.351084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 258466 members 
Entering Unmasked Estep 
Score: -13510843.000000 Penalty: 1150.009644
	Iteration 259Q: 3 clusters Score -1.351084e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 258572 members 
Entering Unmasked Estep 
Score: -13510837.000000 Penalty: 1150.009644
	Iteration 260F: 3 clusters Score -1.351084e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 258677 members 
Entering Unmasked Estep 
Score: -13510841.000000 Penalty: 1150.009644
	Iteration 261Q: 3 clusters Score -1.351084e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 258801 members 
Entering Unmasked Estep 
Score: -13510837.000000 Penalty: 1150.009644
	Iteration 262Q: 3 clusters Score -1.351084e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 258913 members 
Entering Unmasked Estep 
Score: -13510825.000000 Penalty: 1150.009644
	Iteration 263Q: 3 clusters Score -1.351082e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 259034 members 
Entering Unmasked Estep 
Score: -13510848.000000 Penalty: 1150.009644
	Iteration 264Q: 3 clusters Score -1.351085e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 259150 members 
Entering Unmasked Estep 
Score: -13510843.000000 Penalty: 1150.009644
	Iteration 265Q: 3 clusters Score -1.351084e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 259259 members 
Entering Unmasked Estep 
Score: -13510859.000000 Penalty: 1150.009644
	Iteration 266Q: 3 clusters Score -1.351086e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 259394 members 
Entering Unmasked Estep 
Score: -13510829.000000 Penalty: 1150.009644
	Iteration 267Q: 3 clusters Score -1.351083e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 259505 members 
Entering Unmasked Estep 
Score: -13510848.000000 Penalty: 1150.009644
	Iteration 268Q: 3 clusters Score -1.351085e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 259605 members 
Entering Unmasked Estep 
Score: -13510838.000000 Penalty: 1150.009644
	Iteration 269Q: 3 clusters Score -1.351084e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 259683 members 
Entering Unmasked Estep 
Score: -13510820.000000 Penalty: 1150.009644
	Iteration 270Q: 3 clusters Score -1.351082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 259752 members 
Entering Unmasked Estep 
Score: -13510814.000000 Penalty: 1150.009644
	Iteration 271Q: 3 clusters Score -1.351081e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 259831 members 
Entering Unmasked Estep 
Score: -13510812.000000 Penalty: 1150.009644
	Iteration 272Q: 3 clusters Score -1.351081e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 259921 members 
Entering Unmasked Estep 
Score: -13510780.000000 Penalty: 1150.009644
	Iteration 273Q: 3 clusters Score -1.351078e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 260018 members 
Entering Unmasked Estep 
Score: -13510762.000000 Penalty: 1150.009644
	Iteration 274Q: 3 clusters Score -1.351076e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 260103 members 
Entering Unmasked Estep 
Score: -13510735.000000 Penalty: 1150.009644
	Iteration 275Q: 3 clusters Score -1.351074e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 260207 members 
Entering Unmasked Estep 
Score: -13510748.000000 Penalty: 1150.009644
	Iteration 276Q: 3 clusters Score -1.351075e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 260302 members 
Entering Unmasked Estep 
Score: -13510760.000000 Penalty: 1150.009644
	Iteration 277Q: 3 clusters Score -1.351076e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 260397 members 
Entering Unmasked Estep 
Score: -13510754.000000 Penalty: 1150.009644
	Iteration 278Q: 3 clusters Score -1.351075e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 260492 members 
Entering Unmasked Estep 
Score: -13510737.000000 Penalty: 1150.009644
	Iteration 279Q: 3 clusters Score -1.351074e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 260586 members 
Entering Unmasked Estep 
Score: -13510750.000000 Penalty: 1150.009644
	Iteration 280F: 3 clusters Score -1.351075e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 260659 members 
Entering Unmasked Estep 
Score: -13510757.000000 Penalty: 1150.009644
	Iteration 281Q: 3 clusters Score -1.351076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 260730 members 
Entering Unmasked Estep 
Score: -13510765.000000 Penalty: 1150.009644
	Iteration 282Q: 3 clusters Score -1.351076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 260801 members 
Entering Unmasked Estep 
Score: -13510764.000000 Penalty: 1150.009644
	Iteration 283Q: 3 clusters Score -1.351076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 260867 members 
Entering Unmasked Estep 
Score: -13510753.000000 Penalty: 1150.009644
	Iteration 284Q: 3 clusters Score -1.351075e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 260937 members 
Entering Unmasked Estep 
Score: -13510746.000000 Penalty: 1150.009644
	Iteration 285Q: 3 clusters Score -1.351075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 261005 members 
Entering Unmasked Estep 
Score: -13510753.000000 Penalty: 1150.009644
	Iteration 286Q: 3 clusters Score -1.351075e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 261075 members 
Entering Unmasked Estep 
Score: -13510736.000000 Penalty: 1150.009644
	Iteration 287Q: 3 clusters Score -1.351074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 261145 members 
Entering Unmasked Estep 
Score: -13510717.000000 Penalty: 1150.009644
	Iteration 288Q: 3 clusters Score -1.351072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 261211 members 
Entering Unmasked Estep 
Score: -13510710.000000 Penalty: 1150.009644
	Iteration 289Q: 3 clusters Score -1.351071e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 261276 members 
Entering Unmasked Estep 
Score: -13510719.000000 Penalty: 1150.009644
	Iteration 290Q: 3 clusters Score -1.351072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 261341 members 
Entering Unmasked Estep 
Score: -13510731.000000 Penalty: 1150.009644
	Iteration 291Q: 3 clusters Score -1.351073e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 261416 members 
Entering Unmasked Estep 
Score: -13510730.000000 Penalty: 1150.009644
	Iteration 292Q: 3 clusters Score -1.351073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 261482 members 
Entering Unmasked Estep 
Score: -13510736.000000 Penalty: 1150.009644
	Iteration 293Q: 3 clusters Score -1.351074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 261548 members 
Entering Unmasked Estep 
Score: -13510731.000000 Penalty: 1150.009644
	Iteration 294Q: 3 clusters Score -1.351073e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 261613 members 
Entering Unmasked Estep 
Score: -13510721.000000 Penalty: 1150.009644
	Iteration 295Q: 3 clusters Score -1.351072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 261679 members 
Entering Unmasked Estep 
Score: -13510713.000000 Penalty: 1150.009644
	Iteration 296Q: 3 clusters Score -1.351071e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 261751 members 
Entering Unmasked Estep 
Score: -13510703.000000 Penalty: 1150.009644
	Iteration 297Q: 3 clusters Score -1.35107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 261817 members 
Entering Unmasked Estep 
Score: -13510698.000000 Penalty: 1150.009644
	Iteration 298Q: 3 clusters Score -1.35107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 261882 members 
Entering Unmasked Estep 
Score: -13510702.000000 Penalty: 1150.009644
	Iteration 299Q: 3 clusters Score -1.35107e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 261950 members 
Entering Unmasked Estep 
Score: -13510677.000000 Penalty: 1150.009644
	Iteration 300F: 3 clusters Score -1.351068e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 262034 members 
Entering Unmasked Estep 
Score: -13510698.000000 Penalty: 1150.009644
	Iteration 301Q: 3 clusters Score -1.35107e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 262121 members 
Entering Unmasked Estep 
Score: -13510721.000000 Penalty: 1150.009644
	Iteration 302Q: 3 clusters Score -1.351072e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 262210 members 
Entering Unmasked Estep 
Score: -13510744.000000 Penalty: 1150.009644
	Iteration 303Q: 3 clusters Score -1.351074e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 262291 members 
Entering Unmasked Estep 
Score: -13510722.000000 Penalty: 1150.009644
	Iteration 304Q: 3 clusters Score -1.351072e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 262385 members 
Entering Unmasked Estep 
Score: -13510725.000000 Penalty: 1150.009644
	Iteration 305Q: 3 clusters Score -1.351072e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 262496 members 
Entering Unmasked Estep 
Score: -13510728.000000 Penalty: 1150.009644
	Iteration 306Q: 3 clusters Score -1.351073e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 262607 members 
Entering Unmasked Estep 
Score: -13510717.000000 Penalty: 1150.009644
	Iteration 307Q: 3 clusters Score -1.351072e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 262699 members 
Entering Unmasked Estep 
Score: -13510723.000000 Penalty: 1150.009644
	Iteration 308Q: 3 clusters Score -1.351072e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 262803 members 
Entering Unmasked Estep 
Score: -13510733.000000 Penalty: 1150.009644
	Iteration 309Q: 3 clusters Score -1.351073e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 262934 members 
Entering Unmasked Estep 
Score: -13510729.000000 Penalty: 1150.009644
	Iteration 310Q: 3 clusters Score -1.351073e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 263079 members 
Entering Unmasked Estep 
Score: -13510746.000000 Penalty: 1150.009644
	Iteration 311Q: 3 clusters Score -1.351075e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 263222 members 
Entering Unmasked Estep 
Score: -13510714.000000 Penalty: 1150.009644
	Iteration 312Q: 3 clusters Score -1.351071e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 263368 members 
Entering Unmasked Estep 
Score: -13510723.000000 Penalty: 1150.009644
	Iteration 313Q: 3 clusters Score -1.351072e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 263516 members 
Entering Unmasked Estep 
Score: -13510711.000000 Penalty: 1150.009644
	Iteration 314Q: 3 clusters Score -1.351071e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 263659 members 
Entering Unmasked Estep 
Score: -13510704.000000 Penalty: 1150.009644
	Iteration 315Q: 3 clusters Score -1.35107e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 263797 members 
Entering Unmasked Estep 
Score: -13510725.000000 Penalty: 1150.009644
	Iteration 316Q: 3 clusters Score -1.351072e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 263930 members 
Entering Unmasked Estep 
Score: -13510711.000000 Penalty: 1150.009644
	Iteration 317Q: 3 clusters Score -1.351071e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 264074 members 
Entering Unmasked Estep 
Score: -13510697.000000 Penalty: 1150.009644
	Iteration 318Q: 3 clusters Score -1.35107e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 264201 members 
Entering Unmasked Estep 
Score: -13510696.000000 Penalty: 1150.009644
	Iteration 319Q: 3 clusters Score -1.35107e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 264314 members 
Entering Unmasked Estep 
Score: -13510692.000000 Penalty: 1150.009644
	Iteration 320F: 3 clusters Score -1.351069e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 264429 members 
Entering Unmasked Estep 
Score: -13510688.000000 Penalty: 1150.009644
	Iteration 321Q: 3 clusters Score -1.351069e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 264529 members 
Entering Unmasked Estep 
Score: -13510703.000000 Penalty: 1150.009644
	Iteration 322Q: 3 clusters Score -1.35107e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 264626 members 
Entering Unmasked Estep 
Score: -13510699.000000 Penalty: 1150.009644
	Iteration 323Q: 3 clusters Score -1.35107e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 264719 members 
Entering Unmasked Estep 
Score: -13510707.000000 Penalty: 1150.009644
	Iteration 324Q: 3 clusters Score -1.351071e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 264813 members 
Entering Unmasked Estep 
Score: -13510693.000000 Penalty: 1150.009644
	Iteration 325Q: 3 clusters Score -1.351069e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 264901 members 
Entering Unmasked Estep 
Score: -13510695.000000 Penalty: 1150.009644
	Iteration 326Q: 3 clusters Score -1.35107e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 265005 members 
Entering Unmasked Estep 
Score: -13510690.000000 Penalty: 1150.009644
	Iteration 327Q: 3 clusters Score -1.351069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 265097 members 
Entering Unmasked Estep 
Score: -13510707.000000 Penalty: 1150.009644
	Iteration 328Q: 3 clusters Score -1.351071e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 265186 members 
Entering Unmasked Estep 
Score: -13510707.000000 Penalty: 1150.009644
	Iteration 329Q: 3 clusters Score -1.351071e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 265271 members 
Entering Unmasked Estep 
Score: -13510701.000000 Penalty: 1150.009644
	Iteration 330Q: 3 clusters Score -1.35107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 265349 members 
Entering Unmasked Estep 
Score: -13510708.000000 Penalty: 1150.009644
	Iteration 331Q: 3 clusters Score -1.351071e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 265432 members 
Entering Unmasked Estep 
Score: -13510689.000000 Penalty: 1150.009644
	Iteration 332Q: 3 clusters Score -1.351069e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 265501 members 
Entering Unmasked Estep 
Score: -13510704.000000 Penalty: 1150.009644
	Iteration 333Q: 3 clusters Score -1.35107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 265570 members 
Entering Unmasked Estep 
Score: -13510719.000000 Penalty: 1150.009644
	Iteration 334Q: 3 clusters Score -1.351072e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 265637 members 
Entering Unmasked Estep 
Score: -13510730.000000 Penalty: 1150.009644
	Iteration 335Q: 3 clusters Score -1.351073e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 265701 members 
Entering Unmasked Estep 
Score: -13510721.000000 Penalty: 1150.009644
	Iteration 336Q: 3 clusters Score -1.351072e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 265759 members 
Entering Unmasked Estep 
Score: -13510723.000000 Penalty: 1150.009644
	Iteration 337Q: 3 clusters Score -1.351072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 265825 members 
Entering Unmasked Estep 
Score: -13510731.000000 Penalty: 1150.009644
	Iteration 338Q: 3 clusters Score -1.351073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 265880 members 
Entering Unmasked Estep 
Score: -13510730.000000 Penalty: 1150.009644
	Iteration 339Q: 3 clusters Score -1.351073e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 265932 members 
Entering Unmasked Estep 
Score: -13510747.000000 Penalty: 1150.009644
	Iteration 340F: 3 clusters Score -1.351075e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 265992 members 
Entering Unmasked Estep 
Score: -13510744.000000 Penalty: 1150.009644
	Iteration 341Q: 3 clusters Score -1.351074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 266054 members 
Entering Unmasked Estep 
Score: -13510776.000000 Penalty: 1150.009644
	Iteration 342Q: 3 clusters Score -1.351078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 266110 members 
Entering Unmasked Estep 
Score: -13510762.000000 Penalty: 1150.009644
	Iteration 343Q: 3 clusters Score -1.351076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 266158 members 
Entering Unmasked Estep 
Score: -13510754.000000 Penalty: 1150.009644
	Iteration 344Q: 3 clusters Score -1.351075e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 266215 members 
Entering Unmasked Estep 
Score: -13510750.000000 Penalty: 1150.009644
	Iteration 345Q: 3 clusters Score -1.351075e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 266268 members 
Entering Unmasked Estep 
Score: -13510763.000000 Penalty: 1150.009644
	Iteration 346Q: 3 clusters Score -1.351076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 266315 members 
Entering Unmasked Estep 
Score: -13510769.000000 Penalty: 1150.009644
	Iteration 347Q: 3 clusters Score -1.351077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 266349 members 
Entering Unmasked Estep 
Score: -13510776.000000 Penalty: 1150.009644
	Iteration 348Q: 3 clusters Score -1.351078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 266384 members 
Entering Unmasked Estep 
Score: -13510772.000000 Penalty: 1150.009644
	Iteration 349Q: 3 clusters Score -1.351077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 266410 members 
Entering Unmasked Estep 
Score: -13510765.000000 Penalty: 1150.009644
	Iteration 350Q: 3 clusters Score -1.351076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 266432 members 
Entering Unmasked Estep 
Score: -13510774.000000 Penalty: 1150.009644
	Iteration 351Q: 3 clusters Score -1.351077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 266444 members 
Entering Unmasked Estep 
Score: -13510772.000000 Penalty: 1150.009644
	Iteration 352Q: 3 clusters Score -1.351077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 266458 members 
Entering Unmasked Estep 
Score: -13510753.000000 Penalty: 1150.009644
	Iteration 353Q: 3 clusters Score -1.351075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 266472 members 
Entering Unmasked Estep 
Score: -13510765.000000 Penalty: 1150.009644
	Iteration 354Q: 3 clusters Score -1.351076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 266484 members 
Entering Unmasked Estep 
Score: -13510758.000000 Penalty: 1150.009644
	Iteration 355Q: 3 clusters Score -1.351076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 266494 members 
Entering Unmasked Estep 
Score: -13510762.000000 Penalty: 1150.009644
	Iteration 356Q: 3 clusters Score -1.351076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 266503 members 
Entering Unmasked Estep 
Score: -13510762.000000 Penalty: 1150.009644
	Iteration 357Q: 3 clusters Score -1.351076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 266513 members 
Entering Unmasked Estep 
Score: -13510766.000000 Penalty: 1150.009644
	Iteration 358Q: 3 clusters Score -1.351077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 266530 members 
Entering Unmasked Estep 
Score: -13510761.000000 Penalty: 1150.009644
	Iteration 359Q: 3 clusters Score -1.351076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 266550 members 
Entering Unmasked Estep 
Score: -13510753.000000 Penalty: 1150.009644
	Iteration 360F: 3 clusters Score -1.351075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 266577 members 
Entering Unmasked Estep 
Score: -13510758.000000 Penalty: 1150.009644
	Iteration 361Q: 3 clusters Score -1.351076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 266612 members 
Entering Unmasked Estep 
Score: -13510758.000000 Penalty: 1150.009644
	Iteration 362Q: 3 clusters Score -1.351076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 266644 members 
Entering Unmasked Estep 
Score: -13510755.000000 Penalty: 1150.009644
	Iteration 363Q: 3 clusters Score -1.351076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 266678 members 
Entering Unmasked Estep 
Score: -13510755.000000 Penalty: 1150.009644
	Iteration 364Q: 3 clusters Score -1.351076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 266716 members 
Entering Unmasked Estep 
Score: -13510753.000000 Penalty: 1150.009644
	Iteration 365Q: 3 clusters Score -1.351075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 266739 members 
Entering Unmasked Estep 
Score: -13510746.000000 Penalty: 1150.009644
	Iteration 366Q: 3 clusters Score -1.351075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 266762 members 
Entering Unmasked Estep 
Score: -13510749.000000 Penalty: 1150.009644
	Iteration 367Q: 3 clusters Score -1.351075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 266785 members 
Entering Unmasked Estep 
Score: -13510743.000000 Penalty: 1150.009644
	Iteration 368Q: 3 clusters Score -1.351074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 266809 members 
Entering Unmasked Estep 
Score: -13510754.000000 Penalty: 1150.009644
	Iteration 369Q: 3 clusters Score -1.351075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 266838 members 
Entering Unmasked Estep 
Score: -13510740.000000 Penalty: 1150.009644
	Iteration 370Q: 3 clusters Score -1.351074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 266867 members 
Entering Unmasked Estep 
Score: -13510738.000000 Penalty: 1150.009644
	Iteration 371Q: 3 clusters Score -1.351074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 266891 members 
Entering Unmasked Estep 
Score: -13510735.000000 Penalty: 1150.009644
	Iteration 372Q: 3 clusters Score -1.351074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 266916 members 
Entering Unmasked Estep 
Score: -13510737.000000 Penalty: 1150.009644
	Iteration 373Q: 3 clusters Score -1.351074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 266940 members 
Entering Unmasked Estep 
Score: -13510739.000000 Penalty: 1150.009644
	Iteration 374Q: 3 clusters Score -1.351074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 266961 members 
Entering Unmasked Estep 
Score: -13510747.000000 Penalty: 1150.009644
	Iteration 375Q: 3 clusters Score -1.351075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 266985 members 
Entering Unmasked Estep 
Score: -13510743.000000 Penalty: 1150.009644
	Iteration 376Q: 3 clusters Score -1.351074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 267007 members 
Entering Unmasked Estep 
Score: -13510738.000000 Penalty: 1150.009644
	Iteration 377Q: 3 clusters Score -1.351074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 267020 members 
Entering Unmasked Estep 
Score: -13510737.000000 Penalty: 1150.009644
	Iteration 378Q: 3 clusters Score -1.351074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 267030 members 
Entering Unmasked Estep 
Score: -13510738.000000 Penalty: 1150.009644
	Iteration 379Q: 3 clusters Score -1.351074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 267040 members 
Entering Unmasked Estep 
Score: -13510741.000000 Penalty: 1150.009644
	Iteration 380F: 3 clusters Score -1.351074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 267048 members 
Entering Unmasked Estep 
Score: -13510743.000000 Penalty: 1150.009644
	Iteration 381Q: 3 clusters Score -1.351074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 267054 members 
Entering Unmasked Estep 
Score: -13510742.000000 Penalty: 1150.009644
	Iteration 382Q: 3 clusters Score -1.351074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 267057 members 
Entering Unmasked Estep 
Score: -13510741.000000 Penalty: 1150.009644
	Iteration 383Q: 3 clusters Score -1.351074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 267060 members 
Entering Unmasked Estep 
Score: -13510736.000000 Penalty: 1150.009644
	Iteration 384Q: 3 clusters Score -1.351074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 267064 members 
Entering Unmasked Estep 
Score: -13510736.000000 Penalty: 1150.009644
	Iteration 385Q: 3 clusters Score -1.351074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 267067 members 
Entering Unmasked Estep 
Score: -13510737.000000 Penalty: 1150.009644
	Iteration 386Q: 3 clusters Score -1.351074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 267069 members 
Entering Unmasked Estep 
Score: -13510732.000000 Penalty: 1150.009644
	Iteration 387Q: 3 clusters Score -1.351073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 267071 members 
Entering Unmasked Estep 
Score: -13510735.000000 Penalty: 1150.009644
	Iteration 388Q: 3 clusters Score -1.351074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 267071 members 
Entering Unmasked Estep 
Score: -13510735.000000 Penalty: 1150.009644
	Iteration 389F: 3 clusters Score -1.351074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 230883 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 13050 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 65383 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 40810 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 307217 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 267071 members 
Entering Unmasked Estep 
Score: -46914576.000000 Penalty: 14572.699219
Splitting cluster 17 changes total score from -46910656.000000 to -46914576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -524688.875000 Penalty: 427.517517
	Iteration 0F: 2 clusters Score -524688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -516683.281250 Penalty: 855.035034
	Iteration 0F: 3 clusters Score -516683.3 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -519986.250000 Penalty: 855.035034
	Iteration 1F: 3 clusters Score -519986.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -520413.437500 Penalty: 855.035034
	Iteration 2F: 3 clusters Score -520413.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -521047.156250 Penalty: 855.035034
	Iteration 3F: 3 clusters Score -521047.2 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -521786.531250 Penalty: 855.035034
	Iteration 4F: 3 clusters Score -521786.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -522568.125000 Penalty: 855.035034
	Iteration 5F: 3 clusters Score -522568.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -523036.500000 Penalty: 855.035034
	Iteration 6Q: 3 clusters Score -523036.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -523266.218750 Penalty: 855.035034
	Iteration 7Q: 3 clusters Score -523266.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -523427.125000 Penalty: 855.035034
	Iteration 8Q: 3 clusters Score -523427.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -523561.500000 Penalty: 855.035034
	Iteration 9Q: 3 clusters Score -523561.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -523705.781250 Penalty: 855.035034
	Iteration 10Q: 3 clusters Score -523705.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -523827.562500 Penalty: 855.035034
	Iteration 11Q: 3 clusters Score -523827.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -523925.968750 Penalty: 855.035034
	Iteration 12Q: 3 clusters Score -523926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -523999.937500 Penalty: 855.035034
	Iteration 13Q: 3 clusters Score -523999.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -524062.375000 Penalty: 855.035034
	Iteration 14Q: 3 clusters Score -524062.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -524111.812500 Penalty: 855.035034
	Iteration 15Q: 3 clusters Score -524111.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -524149.937500 Penalty: 855.035034
	Iteration 16Q: 3 clusters Score -524149.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -524174.156250 Penalty: 855.035034
	Iteration 17Q: 3 clusters Score -524174.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -524206.031250 Penalty: 855.035034
	Iteration 18Q: 3 clusters Score -524206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -524232.281250 Penalty: 855.035034
	Iteration 19Q: 3 clusters Score -524232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -524255.093750 Penalty: 855.035034
	Iteration 20F: 3 clusters Score -524255.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -524270.875000 Penalty: 855.035034
	Iteration 21Q: 3 clusters Score -524270.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -524289.000000 Penalty: 855.035034
	Iteration 22Q: 3 clusters Score -524289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -524307.187500 Penalty: 855.035034
	Iteration 23Q: 3 clusters Score -524307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -524314.437500 Penalty: 855.035034
	Iteration 24Q: 3 clusters Score -524314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -524319.312500 Penalty: 855.035034
	Iteration 25Q: 3 clusters Score -524319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -524323.625000 Penalty: 855.035034
	Iteration 26Q: 3 clusters Score -524323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -524325.062500 Penalty: 855.035034
	Iteration 27Q: 3 clusters Score -524325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -524326.250000 Penalty: 855.035034
	Iteration 28Q: 3 clusters Score -524326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -524327.062500 Penalty: 855.035034
	Iteration 29Q: 3 clusters Score -524327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -524326.562500 Penalty: 855.035034
	Iteration 30Q: 3 clusters Score -524326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -524326.562500 Penalty: 855.035034
	Iteration 31Q: 3 clusters Score -524326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -524327.437500 Penalty: 855.035034
	Iteration 32Q: 3 clusters Score -524327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -524328.250000 Penalty: 855.035034
	Iteration 33Q: 3 clusters Score -524328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -524329.625000 Penalty: 855.035034
	Iteration 34Q: 3 clusters Score -524329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -524329.937500 Penalty: 855.035034
	Iteration 35Q: 3 clusters Score -524329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -524330.437500 Penalty: 855.035034
	Iteration 36Q: 3 clusters Score -524330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -524331.625000 Penalty: 855.035034
	Iteration 37Q: 3 clusters Score -524331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -524333.312500 Penalty: 855.035034
	Iteration 38Q: 3 clusters Score -524333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -524333.750000 Penalty: 855.035034
	Iteration 39Q: 3 clusters Score -524333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -524333.937500 Penalty: 855.035034
	Iteration 40F: 3 clusters Score -524333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307217 members 
Entering Unmasked Estep 
Score: -13338002.000000 Penalty: 574.906555
	Iteration 0F: 2 clusters Score -1.3338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -13130037.000000 Penalty: 1149.813110
	Iteration 0F: 3 clusters Score -1.313004e+07 nChanged 151476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -13226014.000000 Penalty: 1149.813110
	Iteration 1F: 3 clusters Score -1.322601e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 138500 members 
Entering Unmasked Estep 
Score: -13232757.000000 Penalty: 1149.813110
	Iteration 2Q: 3 clusters Score -1.323276e+07 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176352 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -13243870.000000 Penalty: 1149.813110
	Iteration 3F: 3 clusters Score -1.324387e+07 nChanged 20514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Mstep: Class 2 contains 121161 members 
Entering Unmasked Estep 
Score: -13260832.000000 Penalty: 1149.813110
	Iteration 4F: 3 clusters Score -1.326083e+07 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195340 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -13278237.000000 Penalty: 1149.813110
	Iteration 5F: 3 clusters Score -1.327824e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202492 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -13287675.000000 Penalty: 1149.813110
	Iteration 6F: 3 clusters Score -1.328768e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208578 members 
Mstep: Class 2 contains 98639 members 
Entering Unmasked Estep 
Score: -13291105.000000 Penalty: 1149.813110
	Iteration 7Q: 3 clusters Score -1.32911e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214748 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -13293255.000000 Penalty: 1149.813110
	Iteration 8Q: 3 clusters Score -1.329326e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221367 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -13295306.000000 Penalty: 1149.813110
	Iteration 9Q: 3 clusters Score -1.329531e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228236 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -13297648.000000 Penalty: 1149.813110
	Iteration 10Q: 3 clusters Score -1.329765e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235188 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -13300280.000000 Penalty: 1149.813110
	Iteration 11Q: 3 clusters Score -1.330028e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242223 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -13303101.000000 Penalty: 1149.813110
	Iteration 12Q: 3 clusters Score -1.33031e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249355 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -13306103.000000 Penalty: 1149.813110
	Iteration 13Q: 3 clusters Score -1.33061e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256288 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -13309325.000000 Penalty: 1149.813110
	Iteration 14Q: 3 clusters Score -1.330932e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263144 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -13312625.000000 Penalty: 1149.813110
	Iteration 15Q: 3 clusters Score -1.331262e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269884 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -13316051.000000 Penalty: 1149.813110
	Iteration 16Q: 3 clusters Score -1.331605e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275997 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -13319526.000000 Penalty: 1149.813110
	Iteration 17Q: 3 clusters Score -1.331953e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281687 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -13322770.000000 Penalty: 1149.813110
	Iteration 18Q: 3 clusters Score -1.332277e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286681 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13325568.000000 Penalty: 1149.813110
	Iteration 19Q: 3 clusters Score -1.332557e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290989 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -13328041.000000 Penalty: 1149.813110
	Iteration 20F: 3 clusters Score -1.332804e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294638 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -13330092.000000 Penalty: 1149.813110
	Iteration 21Q: 3 clusters Score -1.333009e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297539 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -13331842.000000 Penalty: 1149.813110
	Iteration 22Q: 3 clusters Score -1.333184e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299777 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -13333191.000000 Penalty: 1149.813110
	Iteration 23Q: 3 clusters Score -1.333319e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301542 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13334117.000000 Penalty: 1149.813110
	Iteration 24Q: 3 clusters Score -1.333412e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302914 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13335066.000000 Penalty: 1149.813110
	Iteration 25Q: 3 clusters Score -1.333507e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303989 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13335677.000000 Penalty: 1149.813110
	Iteration 26Q: 3 clusters Score -1.333568e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304780 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13336134.000000 Penalty: 1149.813110
	Iteration 27Q: 3 clusters Score -1.333613e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305378 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13336455.000000 Penalty: 1149.813110
	Iteration 28Q: 3 clusters Score -1.333646e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305855 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13336767.000000 Penalty: 1149.813110
	Iteration 29Q: 3 clusters Score -1.333677e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306201 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13337014.000000 Penalty: 1149.813110
	Iteration 30Q: 3 clusters Score -1.333701e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306432 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13337161.000000 Penalty: 1149.813110
	Iteration 31Q: 3 clusters Score -1.333716e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13337264.000000 Penalty: 1149.813110
	Iteration 32Q: 3 clusters Score -1.333726e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306700 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13337334.000000 Penalty: 1149.813110
	Iteration 33Q: 3 clusters Score -1.333733e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306770 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13337367.000000 Penalty: 1149.813110
	Iteration 34Q: 3 clusters Score -1.333737e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306824 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13337405.000000 Penalty: 1149.813110
	Iteration 35Q: 3 clusters Score -1.33374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306858 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13337418.000000 Penalty: 1149.813110
	Iteration 36Q: 3 clusters Score -1.333742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306884 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13337454.000000 Penalty: 1149.813110
	Iteration 37Q: 3 clusters Score -1.333745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13337453.000000 Penalty: 1149.813110
	Iteration 38Q: 3 clusters Score -1.333745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306924 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -13337492.000000 Penalty: 1149.813110
	Iteration 39Q: 3 clusters Score -1.333749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306943 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13337499.000000 Penalty: 1149.813110
	Iteration 40F: 3 clusters Score -1.33375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306954 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13337504.000000 Penalty: 1149.813110
	Iteration 41Q: 3 clusters Score -1.33375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306968 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13337502.000000 Penalty: 1149.813110
	Iteration 42Q: 3 clusters Score -1.33375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306974 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13337514.000000 Penalty: 1149.813110
	Iteration 43Q: 3 clusters Score -1.333751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306977 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13337518.000000 Penalty: 1149.813110
	Iteration 44Q: 3 clusters Score -1.333752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306985 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13337522.000000 Penalty: 1149.813110
	Iteration 45Q: 3 clusters Score -1.333752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306993 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13337534.000000 Penalty: 1149.813110
	Iteration 46Q: 3 clusters Score -1.333753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307001 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13337535.000000 Penalty: 1149.813110
	Iteration 47Q: 3 clusters Score -1.333754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307008 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13337551.000000 Penalty: 1149.813110
	Iteration 48Q: 3 clusters Score -1.333755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307011 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13337549.000000 Penalty: 1149.813110
	Iteration 49Q: 3 clusters Score -1.333755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307012 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13337546.000000 Penalty: 1149.813110
	Iteration 50Q: 3 clusters Score -1.333755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307013 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13337553.000000 Penalty: 1149.813110
	Iteration 51Q: 3 clusters Score -1.333755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307012 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13337550.000000 Penalty: 1149.813110
	Iteration 52Q: 3 clusters Score -1.333755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307013 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13337550.000000 Penalty: 1149.813110
	Iteration 53Q: 3 clusters Score -1.333755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307013 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13337550.000000 Penalty: 1149.813110
	Iteration 54F: 3 clusters Score -1.333755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -59384.464844 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -59384.46 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 675 members 
Entering Unmasked Estep 
Score: -58354.519531 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -58354.52 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -58630.058594 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -58630.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58685.066406 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -58685.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -58745.640625 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -58745.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58819.406250 Penalty: 656.987427
	Iteration 4F: 3 clusters Score -58819.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58868.273438 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -58868.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -58914.531250 Penalty: 656.987427
	Iteration 6F: 3 clusters Score -58914.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -58954.648438 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -58954.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59014.238281 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -59014.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59037.753906 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -59037.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -59057.324219 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -59057.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -59077.320312 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -59077.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -59095.207031 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -59095.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -59116.664062 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -59116.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -59138.261719 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -59138.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -59151.210938 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -59151.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -59160.335938 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -59160.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -59174.851562 Penalty: 656.987427
	Iteration 17Q: 3 clusters Score -59174.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -59182.492188 Penalty: 656.987427
	Iteration 18Q: 3 clusters Score -59182.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -59186.722656 Penalty: 656.987427
	Iteration 19Q: 3 clusters Score -59186.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -59188.355469 Penalty: 656.987427
	Iteration 20F: 3 clusters Score -59188.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -59189.472656 Penalty: 656.987427
	Iteration 21Q: 3 clusters Score -59189.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -59190.136719 Penalty: 656.987427
	Iteration 22Q: 3 clusters Score -59190.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -59190.714844 Penalty: 656.987427
	Iteration 23Q: 3 clusters Score -59190.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -59191.121094 Penalty: 656.987427
	Iteration 24Q: 3 clusters Score -59191.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -59191.312500 Penalty: 656.987427
	Iteration 25Q: 3 clusters Score -59191.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -59191.375000 Penalty: 656.987427
	Iteration 26Q: 3 clusters Score -59191.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -59191.375000 Penalty: 656.987427
	Iteration 27F: 3 clusters Score -59191.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -44280.402344 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -44280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -43439.796875 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -43439.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43687.859375 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -43687.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43731.859375 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -43731.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43791.011719 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -43791.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -43838.175781 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -43838.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43895.074219 Penalty: 633.650269
	Iteration 5F: 3 clusters Score -43895.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43927.992188 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -43927.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43963.371094 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -43963.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44030.636719 Penalty: 633.650269
	Iteration 8F: 3 clusters Score -44030.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44079.437500 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -44079.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44123.496094 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -44123.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44134.589844 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -44134.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44139.246094 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -44139.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44141.648438 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -44141.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44142.363281 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -44142.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44143.023438 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -44143.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44143.109375 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -44143.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44143.109375 Penalty: 633.650269
	Iteration 17F: 3 clusters Score -44143.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -202656.484375 Penalty: 384.823334
	Iteration 0F: 2 clusters Score -202656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -199444.937500 Penalty: 769.646667
	Iteration 0F: 3 clusters Score -199444.9 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -200574.250000 Penalty: 769.646667
	Iteration 1F: 3 clusters Score -200574.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -200660.640625 Penalty: 769.646667
	Iteration 2Q: 3 clusters Score -200660.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -200770.000000 Penalty: 769.646667
	Iteration 3Q: 3 clusters Score -200770 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -200922.906250 Penalty: 769.646667
	Iteration 4F: 3 clusters Score -200922.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -201154.718750 Penalty: 769.646667
	Iteration 5F: 3 clusters Score -201154.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -201421.828125 Penalty: 769.646667
	Iteration 6F: 3 clusters Score -201421.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201658.156250 Penalty: 769.646667
	Iteration 7F: 3 clusters Score -201658.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201864.984375 Penalty: 769.646667
	Iteration 8F: 3 clusters Score -201865 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -201991.734375 Penalty: 769.646667
	Iteration 9Q: 3 clusters Score -201991.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -202094.656250 Penalty: 769.646667
	Iteration 10Q: 3 clusters Score -202094.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -202180.250000 Penalty: 769.646667
	Iteration 11Q: 3 clusters Score -202180.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -202238.937500 Penalty: 769.646667
	Iteration 12Q: 3 clusters Score -202238.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -202268.781250 Penalty: 769.646667
	Iteration 13Q: 3 clusters Score -202268.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -202289.765625 Penalty: 769.646667
	Iteration 14Q: 3 clusters Score -202289.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -202302.796875 Penalty: 769.646667
	Iteration 15Q: 3 clusters Score -202302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -202314.593750 Penalty: 769.646667
	Iteration 16Q: 3 clusters Score -202314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -202324.578125 Penalty: 769.646667
	Iteration 17Q: 3 clusters Score -202324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -202326.484375 Penalty: 769.646667
	Iteration 18Q: 3 clusters Score -202326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -202326.484375 Penalty: 769.646667
	Iteration 19F: 3 clusters Score -202326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 230883 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 13050 members 
Mstep: Class 6 contains 15799 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 16192 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 65383 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 12853 members 
Mstep: Class 17 contains 40810 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 307217 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916300.000000 Penalty: 14572.699219
Iteration 159Q: 24 clusters Score -4.69163e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 235150 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 12608 members 
Mstep: Class 6 contains 16074 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 22916 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 64571 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 99 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 45659 members 
Mstep: Class 16 contains 12919 members 
Mstep: Class 17 contains 41743 members 
Mstep: Class 18 contains 12008 members 
Mstep: Class 19 contains 306418 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 263999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917616.000000 Penalty: 14572.699219
Iteration 160F: 24 clusters Score -4.691762e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 239104 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 11632 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 22788 members 
Mstep: Class 9 contains 16233 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 63852 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 43957 members 
Mstep: Class 16 contains 12969 members 
Mstep: Class 17 contains 42198 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 305307 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 4757 members 
Mstep: Class 23 contains 264300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919100.000000 Penalty: 14572.699219
Iteration 161Q: 24 clusters Score -4.69191e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 242877 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 10752 members 
Mstep: Class 6 contains 16685 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 22638 members 
Mstep: Class 9 contains 16254 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 63213 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 42318 members 
Mstep: Class 16 contains 13037 members 
Mstep: Class 17 contains 42605 members 
Mstep: Class 18 contains 11954 members 
Mstep: Class 19 contains 304187 members 
Mstep: Class 20 contains 1269 members 
Mstep: Class 21 contains 1055 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 264436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920120.000000 Penalty: 14572.699219
Iteration 162Q: 24 clusters Score -4.692012e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 246595 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 22514 members 
Mstep: Class 9 contains 16269 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 62619 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 40711 members 
Mstep: Class 16 contains 13089 members 
Mstep: Class 17 contains 42954 members 
Mstep: Class 18 contains 11936 members 
Mstep: Class 19 contains 302945 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 264491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921116.000000 Penalty: 14572.699219
Iteration 163Q: 24 clusters Score -4.692112e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 250143 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 22399 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 62080 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 13152 members 
Mstep: Class 17 contains 43225 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 301687 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 4797 members 
Mstep: Class 23 contains 264623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922244.000000 Penalty: 14572.699219
Iteration 164Q: 24 clusters Score -4.692224e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 253637 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 8798 members 
Mstep: Class 6 contains 17659 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 22293 members 
Mstep: Class 9 contains 16301 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 61555 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 37513 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 43468 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 300474 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 4810 members 
Mstep: Class 23 contains 264594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923200.000000 Penalty: 14572.699219
Iteration 165Q: 24 clusters Score -4.69232e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 257132 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 18010 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 22194 members 
Mstep: Class 9 contains 16336 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 61030 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 36062 members 
Mstep: Class 16 contains 13237 members 
Mstep: Class 17 contains 43724 members 
Mstep: Class 18 contains 11896 members 
Mstep: Class 19 contains 299212 members 
Mstep: Class 20 contains 1135 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 4820 members 
Mstep: Class 23 contains 264463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923808.000000 Penalty: 14572.699219
Iteration 166Q: 24 clusters Score -4.692381e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 260584 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 18358 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 22100 members 
Mstep: Class 9 contains 16358 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 60529 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 34678 members 
Mstep: Class 16 contains 13281 members 
Mstep: Class 17 contains 43999 members 
Mstep: Class 18 contains 11884 members 
Mstep: Class 19 contains 297898 members 
Mstep: Class 20 contains 1103 members 
Mstep: Class 21 contains 1055 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 264191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924596.000000 Penalty: 14572.699219
Iteration 167Q: 24 clusters Score -4.69246e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 3 contains 263927 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 18661 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 22043 members 
Mstep: Class 9 contains 16377 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 60099 members 
Mstep: Class 12 contains 547 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 33401 members 
Mstep: Class 16 contains 13318 members 
Mstep: Class 17 contains 44226 members 
Mstep: Class 18 contains 11881 members 
Mstep: Class 19 contains 296559 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 263913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925596.000000 Penalty: 14572.699219
Iteration 168Q: 24 clusters Score -4.69256e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 3 contains 267249 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 18975 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 21989 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 59663 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 32212 members 
Mstep: Class 16 contains 13368 members 
Mstep: Class 17 contains 44446 members 
Mstep: Class 18 contains 11874 members 
Mstep: Class 19 contains 295154 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 263535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926416.000000 Penalty: 14572.699219
Iteration 169Q: 24 clusters Score -4.692642e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 270548 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 19303 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 16417 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 59212 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 31123 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 44710 members 
Mstep: Class 18 contains 11865 members 
Mstep: Class 19 contains 293695 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 1063 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 263042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926764.000000 Penalty: 14572.699219
Iteration 170Q: 24 clusters Score -4.692676e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 5762 members 
Mstep: Class 3 contains 273960 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 19632 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 21891 members 
Mstep: Class 9 contains 16432 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 58763 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 45001 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 292074 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 4860 members 
Mstep: Class 23 contains 262512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927100.000000 Penalty: 14572.699219
Iteration 171Q: 24 clusters Score -4.69271e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 277256 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 19986 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 21847 members 
Mstep: Class 9 contains 16448 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 58280 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 45328 members 
Mstep: Class 18 contains 11858 members 
Mstep: Class 19 contains 290439 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 261960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927748.000000 Penalty: 14572.699219
Iteration 172Q: 24 clusters Score -4.692775e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 280457 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 21808 members 
Mstep: Class 9 contains 16457 members 
Mstep: Class 10 contains 1264 members 
Mstep: Class 11 contains 57817 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 28090 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 45658 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 19 contains 288884 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 261261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928380.000000 Penalty: 14572.699219
Iteration 173Q: 24 clusters Score -4.692838e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 283741 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 20604 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 16478 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 57377 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 27146 members 
Mstep: Class 16 contains 13890 members 
Mstep: Class 17 contains 45997 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 287270 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 260448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928880.000000 Penalty: 14572.699219
Iteration 174Q: 24 clusters Score -4.692888e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 287086 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 20884 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 16500 members 
Mstep: Class 10 contains 1284 members 
Mstep: Class 11 contains 56943 members 
Mstep: Class 12 contains 490 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 26360 members 
Mstep: Class 16 contains 14070 members 
Mstep: Class 17 contains 46331 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 285384 members 
Mstep: Class 20 contains 922 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 259583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929160.000000 Penalty: 14572.699219
Iteration 175Q: 24 clusters Score -4.692916e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 290603 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 21159 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 16525 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 56510 members 
Mstep: Class 12 contains 487 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 1979 members 
Mstep: Class 15 contains 25720 members 
Mstep: Class 16 contains 14255 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 11819 members 
Mstep: Class 19 contains 283154 members 
Mstep: Class 20 contains 912 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 4924 members 
Mstep: Class 23 contains 258672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929308.000000 Penalty: 14572.699219
Iteration 176Q: 24 clusters Score -4.692931e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 294313 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 21443 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 21590 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 56089 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 1959 members 
Mstep: Class 15 contains 25194 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 47027 members 
Mstep: Class 18 contains 11814 members 
Mstep: Class 19 contains 280514 members 
Mstep: Class 20 contains 902 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 257757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929304.000000 Penalty: 14572.699219
Iteration 177Q: 24 clusters Score -4.69293e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 298142 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 21716 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 21581 members 
Mstep: Class 9 contains 16568 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 55681 members 
Mstep: Class 12 contains 473 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 1950 members 
Mstep: Class 15 contains 24777 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 47401 members 
Mstep: Class 18 contains 11806 members 
Mstep: Class 19 contains 277514 members 
Mstep: Class 20 contains 885 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 256810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928636.000000 Penalty: 14572.699219
Iteration 178Q: 24 clusters Score -4.692864e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 302047 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 21978 members 
Mstep: Class 7 contains 4459 members 
Mstep: Class 8 contains 21567 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 55259 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 13 contains 101 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 24417 members 
Mstep: Class 16 contains 14849 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 274288 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 4957 members 
Mstep: Class 23 contains 255933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 607.414062 but Gain 633.595703
Score: -46928352.000000 Penalty: 13939.103516
Iteration 179Q: 23 clusters Score -4.692835e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 306494 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 22217 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 21583 members 
Mstep: Class 9 contains 16646 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 54897 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 24118 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 48179 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 270842 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 255049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928416.000000 Penalty: 13939.103516
Iteration 180F: 23 clusters Score -4.692842e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 310760 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 22437 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 21600 members 
Mstep: Class 9 contains 16684 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 54539 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 23873 members 
Mstep: Class 16 contains 15226 members 
Mstep: Class 17 contains 48575 members 
Mstep: Class 18 contains 11787 members 
Mstep: Class 19 contains 267019 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 4966 members 
Mstep: Class 23 contains 254160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927980.000000 Penalty: 13939.103516
Iteration 181Q: 23 clusters Score -4.692798e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 3 contains 315096 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 22648 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 21602 members 
Mstep: Class 9 contains 16713 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 54203 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 15422 members 
Mstep: Class 17 contains 48968 members 
Mstep: Class 18 contains 11781 members 
Mstep: Class 19 contains 262948 members 
Mstep: Class 20 contains 861 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 253412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926892.000000 Penalty: 13939.103516
Iteration 182Q: 23 clusters Score -4.692689e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 319288 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 22825 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 16737 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 53903 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 23518 members 
Mstep: Class 16 contains 15627 members 
Mstep: Class 17 contains 49379 members 
Mstep: Class 18 contains 11770 members 
Mstep: Class 19 contains 258824 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 4963 members 
Mstep: Class 23 contains 252829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925860.000000 Penalty: 13939.103516
Iteration 183Q: 23 clusters Score -4.692586e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 323266 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 22965 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 16766 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 53646 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 49759 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 254867 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 4966 members 
Mstep: Class 23 contains 252375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925640.000000 Penalty: 13939.103516
Iteration 184Q: 23 clusters Score -4.692564e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 327024 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 6 contains 23112 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 16799 members 
Mstep: Class 10 contains 1359 members 
Mstep: Class 11 contains 53401 members 
Mstep: Class 13 contains 101 members 
Mstep: Class 14 contains 2119 members 
Mstep: Class 15 contains 23086 members 
Mstep: Class 16 contains 15994 members 
Mstep: Class 17 contains 50143 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 251188 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 251894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925020.000000 Penalty: 13939.103516
Iteration 185Q: 23 clusters Score -4.692502e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 8509 members 
Mstep: Class 3 contains 330519 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 23250 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 16842 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 53164 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 22817 members 
Mstep: Class 16 contains 16161 members 
Mstep: Class 17 contains 50497 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 247772 members 
Mstep: Class 20 contains 803 members 
Mstep: Class 21 contains 1109 members 
Mstep: Class 22 contains 4963 members 
Mstep: Class 23 contains 251519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924504.000000 Penalty: 13939.103516
Iteration 186Q: 23 clusters Score -4.69245e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 8668 members 
Mstep: Class 3 contains 333568 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 21729 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 22539 members 
Mstep: Class 16 contains 16351 members 
Mstep: Class 17 contains 50816 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 244747 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 251277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923912.000000 Penalty: 13939.103516
Iteration 187Q: 23 clusters Score -4.692391e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 336339 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 23536 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 21764 members 
Mstep: Class 9 contains 16943 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 52665 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 22208 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 51149 members 
Mstep: Class 18 contains 11674 members 
Mstep: Class 19 contains 242052 members 
Mstep: Class 20 contains 773 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 4978 members 
Mstep: Class 23 contains 251084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923340.000000 Penalty: 13939.103516
Iteration 188Q: 23 clusters Score -4.692334e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 338843 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 23666 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 17007 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 52427 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 21862 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 51496 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 19 contains 239682 members 
Mstep: Class 20 contains 759 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 4986 members 
Mstep: Class 23 contains 250881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922752.000000 Penalty: 13939.103516
Iteration 189Q: 23 clusters Score -4.692275e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 8999 members 
Mstep: Class 3 contains 341165 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 23782 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 21818 members 
Mstep: Class 9 contains 17086 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 52218 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 21491 members 
Mstep: Class 16 contains 16713 members 
Mstep: Class 17 contains 51861 members 
Mstep: Class 18 contains 11625 members 
Mstep: Class 19 contains 237573 members 
Mstep: Class 20 contains 741 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 4992 members 
Mstep: Class 23 contains 250629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922152.000000 Penalty: 13939.103516
Iteration 190Q: 23 clusters Score -4.692215e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 343225 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 17148 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 21140 members 
Mstep: Class 16 contains 16859 members 
Mstep: Class 17 contains 52248 members 
Mstep: Class 18 contains 11597 members 
Mstep: Class 19 contains 235708 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 4997 members 
Mstep: Class 23 contains 250349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921296.000000 Penalty: 13939.103516
Iteration 191Q: 23 clusters Score -4.69213e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 345123 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 24003 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 17230 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 51805 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 20788 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 52614 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 233992 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 250116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921068.000000 Penalty: 13939.103516
Iteration 192Q: 23 clusters Score -4.692107e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 346960 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 24101 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 17317 members 
Mstep: Class 10 contains 1382 members 
Mstep: Class 11 contains 51621 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 20410 members 
Mstep: Class 16 contains 17099 members 
Mstep: Class 17 contains 52927 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 19 contains 232375 members 
Mstep: Class 20 contains 682 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 5005 members 
Mstep: Class 23 contains 249921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920656.000000 Penalty: 13939.103516
Iteration 193Q: 23 clusters Score -4.692066e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 9211 members 
Mstep: Class 3 contains 348641 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 24189 members 
Mstep: Class 7 contains 3730 members 
Mstep: Class 8 contains 21902 members 
Mstep: Class 9 contains 17411 members 
Mstep: Class 10 contains 1384 members 
Mstep: Class 11 contains 51465 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 17209 members 
Mstep: Class 17 contains 53270 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 230871 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 249742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920324.000000 Penalty: 13939.103516
Iteration 194Q: 23 clusters Score -4.692032e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 350183 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 24271 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 21915 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 1388 members 
Mstep: Class 11 contains 51304 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 11484 members 
Mstep: Class 19 contains 229502 members 
Mstep: Class 20 contains 656 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 249678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919904.000000 Penalty: 13939.103516
Iteration 195Q: 23 clusters Score -4.69199e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 351685 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 24347 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 21932 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 51125 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 19154 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 53979 members 
Mstep: Class 18 contains 11457 members 
Mstep: Class 19 contains 228150 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 5024 members 
Mstep: Class 23 contains 249662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919636.000000 Penalty: 13939.103516
Iteration 196Q: 23 clusters Score -4.691964e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 353161 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 24424 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 21968 members 
Mstep: Class 9 contains 17594 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 50909 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 18761 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 54372 members 
Mstep: Class 18 contains 11441 members 
Mstep: Class 19 contains 226798 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 5034 members 
Mstep: Class 23 contains 249652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919336.000000 Penalty: 13939.103516
Iteration 197Q: 23 clusters Score -4.691934e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 354489 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 24490 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 22008 members 
Mstep: Class 9 contains 17642 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 50712 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2565 members 
Mstep: Class 15 contains 18364 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 54772 members 
Mstep: Class 18 contains 11438 members 
Mstep: Class 19 contains 225601 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 5040 members 
Mstep: Class 23 contains 249631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918780.000000 Penalty: 13939.103516
Iteration 198Q: 23 clusters Score -4.691878e+07 nChanged 3792
Entering ConstructFrom: 
Score: -46918780.000000 Penalty: 13939.103516
Entering ConstructFrom: 
Trying to split cluster 1 (42478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Entering Unmasked Estep 
Score: -1721250.125000 Penalty: 484.881714
	Iteration 0F: 2 clusters Score -1721250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -1692636.250000 Penalty: 969.763428
	Iteration 0F: 3 clusters Score -1692636 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -1705234.375000 Penalty: 969.763428
	Iteration 1F: 3 clusters Score -1705234 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1706100.375000 Penalty: 969.763428
	Iteration 2Q: 3 clusters Score -1706100 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -1707416.125000 Penalty: 969.763428
	Iteration 3F: 3 clusters Score -1707416 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -1709422.500000 Penalty: 969.763428
	Iteration 4F: 3 clusters Score -1709422 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1711784.125000 Penalty: 969.763428
	Iteration 5F: 3 clusters Score -1711784 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1713784.875000 Penalty: 969.763428
	Iteration 6F: 3 clusters Score -1713785 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -1715013.875000 Penalty: 969.763428
	Iteration 7F: 3 clusters Score -1715014 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -1715646.250000 Penalty: 969.763428
	Iteration 8Q: 3 clusters Score -1715646 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -1715988.250000 Penalty: 969.763428
	Iteration 9Q: 3 clusters Score -1715988 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -1716199.875000 Penalty: 969.763428
	Iteration 10Q: 3 clusters Score -1716200 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -1716372.125000 Penalty: 969.763428
	Iteration 11Q: 3 clusters Score -1716372 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -1716524.750000 Penalty: 969.763428
	Iteration 12Q: 3 clusters Score -1716525 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -1716662.500000 Penalty: 969.763428
	Iteration 13Q: 3 clusters Score -1716662 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -1716807.500000 Penalty: 969.763428
	Iteration 14Q: 3 clusters Score -1716808 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -1716977.500000 Penalty: 969.763428
	Iteration 15Q: 3 clusters Score -1716978 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -1717151.250000 Penalty: 969.763428
	Iteration 16Q: 3 clusters Score -1717151 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -1717366.625000 Penalty: 969.763428
	Iteration 17Q: 3 clusters Score -1717367 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -1717574.875000 Penalty: 969.763428
	Iteration 18Q: 3 clusters Score -1717575 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -1717801.375000 Penalty: 969.763428
	Iteration 19Q: 3 clusters Score -1717801 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -1718039.250000 Penalty: 969.763428
	Iteration 20F: 3 clusters Score -1718039 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -1718294.000000 Penalty: 969.763428
	Iteration 21Q: 3 clusters Score -1718294 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -1718570.750000 Penalty: 969.763428
	Iteration 22Q: 3 clusters Score -1718571 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -1718890.250000 Penalty: 969.763428
	Iteration 23Q: 3 clusters Score -1718890 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -1719195.125000 Penalty: 969.763428
	Iteration 24Q: 3 clusters Score -1719195 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -1719508.750000 Penalty: 969.763428
	Iteration 25Q: 3 clusters Score -1719509 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -1719821.500000 Penalty: 969.763428
	Iteration 26Q: 3 clusters Score -1719822 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -1720084.625000 Penalty: 969.763428
	Iteration 27Q: 3 clusters Score -1720085 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -1720299.375000 Penalty: 969.763428
	Iteration 28Q: 3 clusters Score -1720299 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -1720462.250000 Penalty: 969.763428
	Iteration 29Q: 3 clusters Score -1720462 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -1720584.750000 Penalty: 969.763428
	Iteration 30Q: 3 clusters Score -1720585 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -1720680.000000 Penalty: 969.763428
	Iteration 31Q: 3 clusters Score -1720680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -1720740.875000 Penalty: 969.763428
	Iteration 32Q: 3 clusters Score -1720741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -1720808.500000 Penalty: 969.763428
	Iteration 33Q: 3 clusters Score -1720808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -1720877.625000 Penalty: 969.763428
	Iteration 34Q: 3 clusters Score -1720878 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -1720934.500000 Penalty: 969.763428
	Iteration 35Q: 3 clusters Score -1720934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -1720962.125000 Penalty: 969.763428
	Iteration 36Q: 3 clusters Score -1720962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -1720992.750000 Penalty: 969.763428
	Iteration 37Q: 3 clusters Score -1720993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -1721013.625000 Penalty: 969.763428
	Iteration 38Q: 3 clusters Score -1721014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -1721038.250000 Penalty: 969.763428
	Iteration 39Q: 3 clusters Score -1721038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -1721049.625000 Penalty: 969.763428
	Iteration 40F: 3 clusters Score -1721050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -1721061.625000 Penalty: 969.763428
	Iteration 41Q: 3 clusters Score -1721062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -1721073.625000 Penalty: 969.763428
	Iteration 42Q: 3 clusters Score -1721074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -1721082.500000 Penalty: 969.763428
	Iteration 43Q: 3 clusters Score -1721082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -1721095.625000 Penalty: 969.763428
	Iteration 44Q: 3 clusters Score -1721096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -1721111.875000 Penalty: 969.763428
	Iteration 45Q: 3 clusters Score -1721112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -1721125.750000 Penalty: 969.763428
	Iteration 46Q: 3 clusters Score -1721126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -1721141.750000 Penalty: 969.763428
	Iteration 47Q: 3 clusters Score -1721142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -1721155.625000 Penalty: 969.763428
	Iteration 48Q: 3 clusters Score -1721156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -1721178.500000 Penalty: 969.763428
	Iteration 49Q: 3 clusters Score -1721178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -1721220.000000 Penalty: 969.763428
	Iteration 50Q: 3 clusters Score -1721220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -1721258.750000 Penalty: 969.763428
	Iteration 51Q: 3 clusters Score -1721259 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -1721293.875000 Penalty: 969.763428
	Iteration 52Q: 3 clusters Score -1721294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -1721319.875000 Penalty: 969.763428
	Iteration 53Q: 3 clusters Score -1721320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -1721348.750000 Penalty: 969.763428
	Iteration 54Q: 3 clusters Score -1721349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -1721370.000000 Penalty: 969.763428
	Iteration 55Q: 3 clusters Score -1721370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -1721390.875000 Penalty: 969.763428
	Iteration 56Q: 3 clusters Score -1721391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -1721403.125000 Penalty: 969.763428
	Iteration 57Q: 3 clusters Score -1721403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -1721406.375000 Penalty: 969.763428
	Iteration 58Q: 3 clusters Score -1721406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -1721415.125000 Penalty: 969.763428
	Iteration 59Q: 3 clusters Score -1721415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -1721420.750000 Penalty: 969.763428
	Iteration 60F: 3 clusters Score -1721421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -1721427.875000 Penalty: 969.763428
	Iteration 61Q: 3 clusters Score -1721428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -1721434.500000 Penalty: 969.763428
	Iteration 62Q: 3 clusters Score -1721434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -1721440.000000 Penalty: 969.763428
	Iteration 63Q: 3 clusters Score -1721440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -1721442.125000 Penalty: 969.763428
	Iteration 64Q: 3 clusters Score -1721442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -1721443.875000 Penalty: 969.763428
	Iteration 65Q: 3 clusters Score -1721444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -1721446.250000 Penalty: 969.763428
	Iteration 66Q: 3 clusters Score -1721446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -1721444.125000 Penalty: 969.763428
	Iteration 67Q: 3 clusters Score -1721444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -1721445.375000 Penalty: 969.763428
	Iteration 68Q: 3 clusters Score -1721445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -1721447.875000 Penalty: 969.763428
	Iteration 69Q: 3 clusters Score -1721448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -1721448.750000 Penalty: 969.763428
	Iteration 70Q: 3 clusters Score -1721449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -1721448.625000 Penalty: 969.763428
	Iteration 71Q: 3 clusters Score -1721449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -1721449.125000 Penalty: 969.763428
	Iteration 72Q: 3 clusters Score -1721449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -1721449.750000 Penalty: 969.763428
	Iteration 73Q: 3 clusters Score -1721450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -1721451.875000 Penalty: 969.763428
	Iteration 74Q: 3 clusters Score -1721452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -1721454.750000 Penalty: 969.763428
	Iteration 75Q: 3 clusters Score -1721455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -1721454.625000 Penalty: 969.763428
	Iteration 76Q: 3 clusters Score -1721455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -1721452.750000 Penalty: 969.763428
	Iteration 77Q: 3 clusters Score -1721453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -1721451.625000 Penalty: 969.763428
	Iteration 78Q: 3 clusters Score -1721452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -1721453.875000 Penalty: 969.763428
	Iteration 79Q: 3 clusters Score -1721454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -1721453.875000 Penalty: 969.763428
	Iteration 80F: 3 clusters Score -1721454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 355817 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 50503 members 
Mstep: Class 12 contains 41380 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 224432 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 249528 members 
Entering Unmasked Estep 
Score: -46918284.000000 Penalty: 14572.699219
Splitting cluster 1 changes total score from -46918780.000000 to -46918284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -403073.843750 Penalty: 415.832092
	Iteration 0F: 2 clusters Score -403073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -396932.968750 Penalty: 831.664185
	Iteration 0F: 3 clusters Score -396933 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -399543.875000 Penalty: 831.664185
	Iteration 1F: 3 clusters Score -399543.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -400014.718750 Penalty: 831.664185
	Iteration 2F: 3 clusters Score -400014.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -400723.625000 Penalty: 831.664185
	Iteration 3F: 3 clusters Score -400723.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -401533.500000 Penalty: 831.664185
	Iteration 4F: 3 clusters Score -401533.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -402248.343750 Penalty: 831.664185
	Iteration 5F: 3 clusters Score -402248.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -402619.125000 Penalty: 831.664185
	Iteration 6F: 3 clusters Score -402619.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -402765.718750 Penalty: 831.664185
	Iteration 7Q: 3 clusters Score -402765.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402847.187500 Penalty: 831.664185
	Iteration 8Q: 3 clusters Score -402847.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402905.843750 Penalty: 831.664185
	Iteration 9Q: 3 clusters Score -402905.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -402970.156250 Penalty: 831.664185
	Iteration 10Q: 3 clusters Score -402970.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -403008.718750 Penalty: 831.664185
	Iteration 11Q: 3 clusters Score -403008.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -403030.312500 Penalty: 831.664185
	Iteration 12Q: 3 clusters Score -403030.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -403043.125000 Penalty: 831.664185
	Iteration 13Q: 3 clusters Score -403043.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -403055.031250 Penalty: 831.664185
	Iteration 14Q: 3 clusters Score -403055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -403064.375000 Penalty: 831.664185
	Iteration 15Q: 3 clusters Score -403064.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -403074.593750 Penalty: 831.664185
	Iteration 16Q: 3 clusters Score -403074.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403086.000000 Penalty: 831.664185
	Iteration 17Q: 3 clusters Score -403086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403092.000000 Penalty: 831.664185
	Iteration 18Q: 3 clusters Score -403092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -403096.906250 Penalty: 831.664185
	Iteration 19Q: 3 clusters Score -403096.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403103.093750 Penalty: 831.664185
	Iteration 20F: 3 clusters Score -403103.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403104.250000 Penalty: 831.664185
	Iteration 21Q: 3 clusters Score -403104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -403107.312500 Penalty: 831.664185
	Iteration 22Q: 3 clusters Score -403107.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -403107.312500 Penalty: 831.664185
	Iteration 23Q: 3 clusters Score -403107.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -403108.968750 Penalty: 831.664185
	Iteration 24Q: 3 clusters Score -403109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -403109.687500 Penalty: 831.664185
	Iteration 25Q: 3 clusters Score -403109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -403109.687500 Penalty: 831.664185
	Iteration 26Q: 3 clusters Score -403109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -403110.468750 Penalty: 831.664185
	Iteration 27Q: 3 clusters Score -403110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403110.406250 Penalty: 831.664185
	Iteration 28Q: 3 clusters Score -403110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -403111.250000 Penalty: 831.664185
	Iteration 29Q: 3 clusters Score -403111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -403111.468750 Penalty: 831.664185
	Iteration 30Q: 3 clusters Score -403111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -403111.468750 Penalty: 831.664185
	Iteration 31Q: 3 clusters Score -403111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -403111.375000 Penalty: 831.664185
	Iteration 32Q: 3 clusters Score -403111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -403111.250000 Penalty: 831.664185
	Iteration 33Q: 3 clusters Score -403111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -403111.250000 Penalty: 831.664185
	Iteration 34Q: 3 clusters Score -403111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -403111.812500 Penalty: 831.664185
	Iteration 35Q: 3 clusters Score -403111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -403111.812500 Penalty: 831.664185
	Iteration 36F: 3 clusters Score -403111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 7931 members 
Mstep: Class 3 contains 355817 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 50503 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 224432 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 249528 members 
Entering Unmasked Estep 
Score: -46917976.000000 Penalty: 14572.699219
Splitting cluster 2 changes total score from -46918780.000000 to -46917976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (355817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355817 members 
Entering Unmasked Estep 
Score: -15778854.000000 Penalty: 581.588806
	Iteration 0F: 2 clusters Score -1.577885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 177978 members 
Entering Unmasked Estep 
Score: -15554360.000000 Penalty: 1163.177612
	Iteration 0F: 3 clusters Score -1.555436e+07 nChanged 175646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 190202 members 
Entering Unmasked Estep 
Score: -15663653.000000 Penalty: 1163.177612
	Iteration 1F: 3 clusters Score -1.566365e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 196142 members 
Entering Unmasked Estep 
Score: -15667303.000000 Penalty: 1163.177612
	Iteration 2Q: 3 clusters Score -1.56673e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 204791 members 
Entering Unmasked Estep 
Score: -15673713.000000 Penalty: 1163.177612
	Iteration 3Q: 3 clusters Score -1.567371e+07 nChanged 17196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 216701 members 
Entering Unmasked Estep 
Score: -15685398.000000 Penalty: 1163.177612
	Iteration 4Q: 3 clusters Score -1.56854e+07 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124547 members 
Mstep: Class 2 contains 231270 members 
Entering Unmasked Estep 
Score: -15702945.000000 Penalty: 1163.177612
	Iteration 5F: 3 clusters Score -1.570294e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 245634 members 
Entering Unmasked Estep 
Score: -15721693.000000 Penalty: 1163.177612
	Iteration 6F: 3 clusters Score -1.572169e+07 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 256968 members 
Entering Unmasked Estep 
Score: -15734765.000000 Penalty: 1163.177612
	Iteration 7F: 3 clusters Score -1.573476e+07 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 265991 members 
Entering Unmasked Estep 
Score: -15741845.000000 Penalty: 1163.177612
	Iteration 8Q: 3 clusters Score -1.574184e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 274211 members 
Entering Unmasked Estep 
Score: -15746081.000000 Penalty: 1163.177612
	Iteration 9Q: 3 clusters Score -1.574608e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 282319 members 
Entering Unmasked Estep 
Score: -15749952.000000 Penalty: 1163.177612
	Iteration 10Q: 3 clusters Score -1.574995e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 290550 members 
Entering Unmasked Estep 
Score: -15753345.000000 Penalty: 1163.177612
	Iteration 11Q: 3 clusters Score -1.575334e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 298955 members 
Entering Unmasked Estep 
Score: -15756307.000000 Penalty: 1163.177612
	Iteration 12Q: 3 clusters Score -1.575631e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 307242 members 
Entering Unmasked Estep 
Score: -15758873.000000 Penalty: 1163.177612
	Iteration 13Q: 3 clusters Score -1.575887e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 315049 members 
Entering Unmasked Estep 
Score: -15761326.000000 Penalty: 1163.177612
	Iteration 14Q: 3 clusters Score -1.576133e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 322162 members 
Entering Unmasked Estep 
Score: -15763679.000000 Penalty: 1163.177612
	Iteration 15Q: 3 clusters Score -1.576368e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 328453 members 
Entering Unmasked Estep 
Score: -15766198.000000 Penalty: 1163.177612
	Iteration 16Q: 3 clusters Score -1.57662e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 334069 members 
Entering Unmasked Estep 
Score: -15768659.000000 Penalty: 1163.177612
	Iteration 17Q: 3 clusters Score -1.576866e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 338892 members 
Entering Unmasked Estep 
Score: -15770675.000000 Penalty: 1163.177612
	Iteration 18Q: 3 clusters Score -1.577068e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 342861 members 
Entering Unmasked Estep 
Score: -15772591.000000 Penalty: 1163.177612
	Iteration 19Q: 3 clusters Score -1.577259e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 346064 members 
Entering Unmasked Estep 
Score: -15774260.000000 Penalty: 1163.177612
	Iteration 20F: 3 clusters Score -1.577426e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 348550 members 
Entering Unmasked Estep 
Score: -15775361.000000 Penalty: 1163.177612
	Iteration 21Q: 3 clusters Score -1.577536e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 350436 members 
Entering Unmasked Estep 
Score: -15776294.000000 Penalty: 1163.177612
	Iteration 22Q: 3 clusters Score -1.577629e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 351754 members 
Entering Unmasked Estep 
Score: -15776905.000000 Penalty: 1163.177612
	Iteration 23Q: 3 clusters Score -1.57769e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 352692 members 
Entering Unmasked Estep 
Score: -15777299.000000 Penalty: 1163.177612
	Iteration 24Q: 3 clusters Score -1.57773e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 353387 members 
Entering Unmasked Estep 
Score: -15777606.000000 Penalty: 1163.177612
	Iteration 25Q: 3 clusters Score -1.577761e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 353895 members 
Entering Unmasked Estep 
Score: -15777774.000000 Penalty: 1163.177612
	Iteration 26Q: 3 clusters Score -1.577777e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 354276 members 
Entering Unmasked Estep 
Score: -15777917.000000 Penalty: 1163.177612
	Iteration 27Q: 3 clusters Score -1.577792e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 354560 members 
Entering Unmasked Estep 
Score: -15777981.000000 Penalty: 1163.177612
	Iteration 28Q: 3 clusters Score -1.577798e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 354777 members 
Entering Unmasked Estep 
Score: -15778049.000000 Penalty: 1163.177612
	Iteration 29Q: 3 clusters Score -1.577805e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 354951 members 
Entering Unmasked Estep 
Score: -15778138.000000 Penalty: 1163.177612
	Iteration 30Q: 3 clusters Score -1.577814e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 355080 members 
Entering Unmasked Estep 
Score: -15778211.000000 Penalty: 1163.177612
	Iteration 31Q: 3 clusters Score -1.577821e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 355182 members 
Entering Unmasked Estep 
Score: -15778231.000000 Penalty: 1163.177612
	Iteration 32Q: 3 clusters Score -1.577823e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 355256 members 
Entering Unmasked Estep 
Score: -15778254.000000 Penalty: 1163.177612
	Iteration 33Q: 3 clusters Score -1.577825e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 355306 members 
Entering Unmasked Estep 
Score: -15778272.000000 Penalty: 1163.177612
	Iteration 34Q: 3 clusters Score -1.577827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 355352 members 
Entering Unmasked Estep 
Score: -15778301.000000 Penalty: 1163.177612
	Iteration 35Q: 3 clusters Score -1.57783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355382 members 
Entering Unmasked Estep 
Score: -15778310.000000 Penalty: 1163.177612
	Iteration 36Q: 3 clusters Score -1.577831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 355406 members 
Entering Unmasked Estep 
Score: -15778314.000000 Penalty: 1163.177612
	Iteration 37Q: 3 clusters Score -1.577831e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 355432 members 
Entering Unmasked Estep 
Score: -15778339.000000 Penalty: 1163.177612
	Iteration 38Q: 3 clusters Score -1.577834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355451 members 
Entering Unmasked Estep 
Score: -15778341.000000 Penalty: 1163.177612
	Iteration 39Q: 3 clusters Score -1.577834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355471 members 
Entering Unmasked Estep 
Score: -15778347.000000 Penalty: 1163.177612
	Iteration 40F: 3 clusters Score -1.577835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 355489 members 
Entering Unmasked Estep 
Score: -15778370.000000 Penalty: 1163.177612
	Iteration 41Q: 3 clusters Score -1.577837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 355505 members 
Entering Unmasked Estep 
Score: -15778381.000000 Penalty: 1163.177612
	Iteration 42Q: 3 clusters Score -1.577838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355513 members 
Entering Unmasked Estep 
Score: -15778374.000000 Penalty: 1163.177612
	Iteration 43Q: 3 clusters Score -1.577837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 355522 members 
Entering Unmasked Estep 
Score: -15778395.000000 Penalty: 1163.177612
	Iteration 44Q: 3 clusters Score -1.57784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 355528 members 
Entering Unmasked Estep 
Score: -15778397.000000 Penalty: 1163.177612
	Iteration 45Q: 3 clusters Score -1.57784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355530 members 
Entering Unmasked Estep 
Score: -15778396.000000 Penalty: 1163.177612
	Iteration 46Q: 3 clusters Score -1.57784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 355534 members 
Entering Unmasked Estep 
Score: -15778406.000000 Penalty: 1163.177612
	Iteration 47Q: 3 clusters Score -1.577841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 355538 members 
Entering Unmasked Estep 
Score: -15778408.000000 Penalty: 1163.177612
	Iteration 48Q: 3 clusters Score -1.577841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 355543 members 
Entering Unmasked Estep 
Score: -15778407.000000 Penalty: 1163.177612
	Iteration 49Q: 3 clusters Score -1.577841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 355552 members 
Entering Unmasked Estep 
Score: -15778403.000000 Penalty: 1163.177612
	Iteration 50Q: 3 clusters Score -1.57784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 355560 members 
Entering Unmasked Estep 
Score: -15778408.000000 Penalty: 1163.177612
	Iteration 51Q: 3 clusters Score -1.577841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 355563 members 
Entering Unmasked Estep 
Score: -15778409.000000 Penalty: 1163.177612
	Iteration 52Q: 3 clusters Score -1.577841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 355566 members 
Entering Unmasked Estep 
Score: -15778404.000000 Penalty: 1163.177612
	Iteration 53Q: 3 clusters Score -1.57784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355570 members 
Entering Unmasked Estep 
Score: -15778402.000000 Penalty: 1163.177612
	Iteration 54Q: 3 clusters Score -1.57784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355571 members 
Entering Unmasked Estep 
Score: -15778395.000000 Penalty: 1163.177612
	Iteration 55Q: 3 clusters Score -1.57784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 355572 members 
Entering Unmasked Estep 
Score: -15778403.000000 Penalty: 1163.177612
	Iteration 56Q: 3 clusters Score -1.57784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 355573 members 
Entering Unmasked Estep 
Score: -15778407.000000 Penalty: 1163.177612
	Iteration 57Q: 3 clusters Score -1.577841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 355576 members 
Entering Unmasked Estep 
Score: -15778416.000000 Penalty: 1163.177612
	Iteration 58Q: 3 clusters Score -1.577842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 355576 members 
Entering Unmasked Estep 
Score: -15778414.000000 Penalty: 1163.177612
	Iteration 59Q: 3 clusters Score -1.577841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 355575 members 
Entering Unmasked Estep 
Score: -15778414.000000 Penalty: 1163.177612
	Iteration 60F: 3 clusters Score -1.577841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -5830.435059 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -5830.435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5613.401855 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -5613.402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5737.037598 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -5737.038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5848.561035 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -5848.561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5881.324707 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -5881.325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5897.167480 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -5897.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5898.993164 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -5898.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5899.430176 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -5899.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5899.430176 Penalty: 482.600739
	Iteration 7F: 3 clusters Score -5899.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 355817 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 50503 members 
Mstep: Class 12 contains 84 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 224432 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 249528 members 
Entering Unmasked Estep 
Score: -46917728.000000 Penalty: 14572.699219
Splitting cluster 4 changes total score from -46918780.000000 to -46917728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -130164.984375 Penalty: 361.004059
	Iteration 0F: 2 clusters Score -130165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -128224.531250 Penalty: 722.008118
	Iteration 0F: 3 clusters Score -128224.5 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -128936.281250 Penalty: 722.008118
	Iteration 1F: 3 clusters Score -128936.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -129032.226562 Penalty: 722.008118
	Iteration 2F: 3 clusters Score -129032.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -129115.671875 Penalty: 722.008118
	Iteration 3F: 3 clusters Score -129115.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -129175.117188 Penalty: 722.008118
	Iteration 4Q: 3 clusters Score -129175.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -129204.640625 Penalty: 722.008118
	Iteration 5Q: 3 clusters Score -129204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -129233.164062 Penalty: 722.008118
	Iteration 6Q: 3 clusters Score -129233.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -129271.492188 Penalty: 722.008118
	Iteration 7Q: 3 clusters Score -129271.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -129317.953125 Penalty: 722.008118
	Iteration 8Q: 3 clusters Score -129318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -129364.718750 Penalty: 722.008118
	Iteration 9Q: 3 clusters Score -129364.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -129398.953125 Penalty: 722.008118
	Iteration 10Q: 3 clusters Score -129399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -129420.968750 Penalty: 722.008118
	Iteration 11Q: 3 clusters Score -129421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -129430.023438 Penalty: 722.008118
	Iteration 12Q: 3 clusters Score -129430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -129437.953125 Penalty: 722.008118
	Iteration 13Q: 3 clusters Score -129438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -129442.382812 Penalty: 722.008118
	Iteration 14Q: 3 clusters Score -129442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -129445.304688 Penalty: 722.008118
	Iteration 15Q: 3 clusters Score -129445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -129447.906250 Penalty: 722.008118
	Iteration 16Q: 3 clusters Score -129447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -129450.023438 Penalty: 722.008118
	Iteration 17Q: 3 clusters Score -129450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129452.429688 Penalty: 722.008118
	Iteration 18Q: 3 clusters Score -129452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129454.460938 Penalty: 722.008118
	Iteration 19Q: 3 clusters Score -129454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129456.421875 Penalty: 722.008118
	Iteration 20F: 3 clusters Score -129456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -129458.156250 Penalty: 722.008118
	Iteration 21Q: 3 clusters Score -129458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -129459.164062 Penalty: 722.008118
	Iteration 22Q: 3 clusters Score -129459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129460.265625 Penalty: 722.008118
	Iteration 23Q: 3 clusters Score -129460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129461.132812 Penalty: 722.008118
	Iteration 24Q: 3 clusters Score -129461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129461.718750 Penalty: 722.008118
	Iteration 25Q: 3 clusters Score -129461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -129462.695312 Penalty: 722.008118
	Iteration 26Q: 3 clusters Score -129462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -129464.250000 Penalty: 722.008118
	Iteration 27Q: 3 clusters Score -129464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -129465.406250 Penalty: 722.008118
	Iteration 28Q: 3 clusters Score -129465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129465.445312 Penalty: 722.008118
	Iteration 29Q: 3 clusters Score -129465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129465.804688 Penalty: 722.008118
	Iteration 30Q: 3 clusters Score -129465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129465.804688 Penalty: 722.008118
	Iteration 31F: 3 clusters Score -129465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Entering Unmasked Estep 
Score: -1059070.875000 Penalty: 459.946350
	Iteration 0F: 2 clusters Score -1059071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1042780.812500 Penalty: 919.892700
	Iteration 0F: 3 clusters Score -1042781 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1049694.250000 Penalty: 919.892700
	Iteration 1F: 3 clusters Score -1049694 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1050268.250000 Penalty: 919.892700
	Iteration 2Q: 3 clusters Score -1050268 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1051102.250000 Penalty: 919.892700
	Iteration 3F: 3 clusters Score -1051102 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1052198.250000 Penalty: 919.892700
	Iteration 4F: 3 clusters Score -1052198 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1053446.000000 Penalty: 919.892700
	Iteration 5F: 3 clusters Score -1053446 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1054438.875000 Penalty: 919.892700
	Iteration 6F: 3 clusters Score -1054439 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1054934.375000 Penalty: 919.892700
	Iteration 7Q: 3 clusters Score -1054934 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1055197.000000 Penalty: 919.892700
	Iteration 8Q: 3 clusters Score -1055197 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1055436.750000 Penalty: 919.892700
	Iteration 9Q: 3 clusters Score -1055437 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1055664.000000 Penalty: 919.892700
	Iteration 10Q: 3 clusters Score -1055664 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1055893.500000 Penalty: 919.892700
	Iteration 11Q: 3 clusters Score -1055894 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1056091.750000 Penalty: 919.892700
	Iteration 12Q: 3 clusters Score -1056092 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1056269.000000 Penalty: 919.892700
	Iteration 13Q: 3 clusters Score -1056269 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1056450.875000 Penalty: 919.892700
	Iteration 14Q: 3 clusters Score -1056451 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1056620.000000 Penalty: 919.892700
	Iteration 15Q: 3 clusters Score -1056620 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1056777.125000 Penalty: 919.892700
	Iteration 16Q: 3 clusters Score -1056777 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1056926.125000 Penalty: 919.892700
	Iteration 17Q: 3 clusters Score -1056926 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1057036.000000 Penalty: 919.892700
	Iteration 18Q: 3 clusters Score -1057036 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1057121.250000 Penalty: 919.892700
	Iteration 19Q: 3 clusters Score -1057121 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1057187.625000 Penalty: 919.892700
	Iteration 20F: 3 clusters Score -1057188 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1057248.125000 Penalty: 919.892700
	Iteration 21Q: 3 clusters Score -1057248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1057314.125000 Penalty: 919.892700
	Iteration 22Q: 3 clusters Score -1057314 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1057394.250000 Penalty: 919.892700
	Iteration 23Q: 3 clusters Score -1057394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -1057454.125000 Penalty: 919.892700
	Iteration 24Q: 3 clusters Score -1057454 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1057512.625000 Penalty: 919.892700
	Iteration 25Q: 3 clusters Score -1057513 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1057565.500000 Penalty: 919.892700
	Iteration 26Q: 3 clusters Score -1057566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1057625.125000 Penalty: 919.892700
	Iteration 27Q: 3 clusters Score -1057625 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1057690.250000 Penalty: 919.892700
	Iteration 28Q: 3 clusters Score -1057690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1057745.500000 Penalty: 919.892700
	Iteration 29Q: 3 clusters Score -1057746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1057798.000000 Penalty: 919.892700
	Iteration 30Q: 3 clusters Score -1057798 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1057863.000000 Penalty: 919.892700
	Iteration 31Q: 3 clusters Score -1057863 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1057922.750000 Penalty: 919.892700
	Iteration 32Q: 3 clusters Score -1057923 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1057966.625000 Penalty: 919.892700
	Iteration 33Q: 3 clusters Score -1057967 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1058003.125000 Penalty: 919.892700
	Iteration 34Q: 3 clusters Score -1058003 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1058043.250000 Penalty: 919.892700
	Iteration 35Q: 3 clusters Score -1058043 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1058077.500000 Penalty: 919.892700
	Iteration 36Q: 3 clusters Score -1058078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1058110.375000 Penalty: 919.892700
	Iteration 37Q: 3 clusters Score -1058110 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1058139.125000 Penalty: 919.892700
	Iteration 38Q: 3 clusters Score -1058139 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -1058174.750000 Penalty: 919.892700
	Iteration 39Q: 3 clusters Score -1058175 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1058216.875000 Penalty: 919.892700
	Iteration 40F: 3 clusters Score -1058217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1058246.375000 Penalty: 919.892700
	Iteration 41Q: 3 clusters Score -1058246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1058274.375000 Penalty: 919.892700
	Iteration 42Q: 3 clusters Score -1058274 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1058301.250000 Penalty: 919.892700
	Iteration 43Q: 3 clusters Score -1058301 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1058320.750000 Penalty: 919.892700
	Iteration 44Q: 3 clusters Score -1058321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1058338.250000 Penalty: 919.892700
	Iteration 45Q: 3 clusters Score -1058338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1058356.750000 Penalty: 919.892700
	Iteration 46Q: 3 clusters Score -1058357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1058369.375000 Penalty: 919.892700
	Iteration 47Q: 3 clusters Score -1058369 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1058387.500000 Penalty: 919.892700
	Iteration 48Q: 3 clusters Score -1058388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -1058407.125000 Penalty: 919.892700
	Iteration 49Q: 3 clusters Score -1058407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -1058423.875000 Penalty: 919.892700
	Iteration 50Q: 3 clusters Score -1058424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1058436.625000 Penalty: 919.892700
	Iteration 51Q: 3 clusters Score -1058437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1058446.875000 Penalty: 919.892700
	Iteration 52Q: 3 clusters Score -1058447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -1058460.125000 Penalty: 919.892700
	Iteration 53Q: 3 clusters Score -1058460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1058474.625000 Penalty: 919.892700
	Iteration 54Q: 3 clusters Score -1058475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1058490.750000 Penalty: 919.892700
	Iteration 55Q: 3 clusters Score -1058491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1058503.875000 Penalty: 919.892700
	Iteration 56Q: 3 clusters Score -1058504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -1058519.375000 Penalty: 919.892700
	Iteration 57Q: 3 clusters Score -1058519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -1058529.750000 Penalty: 919.892700
	Iteration 58Q: 3 clusters Score -1058530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1058544.250000 Penalty: 919.892700
	Iteration 59Q: 3 clusters Score -1058544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1058549.125000 Penalty: 919.892700
	Iteration 60F: 3 clusters Score -1058549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -1058559.500000 Penalty: 919.892700
	Iteration 61Q: 3 clusters Score -1058560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -1058567.875000 Penalty: 919.892700
	Iteration 62Q: 3 clusters Score -1058568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -1058574.750000 Penalty: 919.892700
	Iteration 63Q: 3 clusters Score -1058575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1058582.000000 Penalty: 919.892700
	Iteration 64Q: 3 clusters Score -1058582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1058588.250000 Penalty: 919.892700
	Iteration 65Q: 3 clusters Score -1058588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1058597.000000 Penalty: 919.892700
	Iteration 66Q: 3 clusters Score -1058597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -1058604.125000 Penalty: 919.892700
	Iteration 67Q: 3 clusters Score -1058604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1058609.125000 Penalty: 919.892700
	Iteration 68Q: 3 clusters Score -1058609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1058618.000000 Penalty: 919.892700
	Iteration 69Q: 3 clusters Score -1058618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -1058628.875000 Penalty: 919.892700
	Iteration 70Q: 3 clusters Score -1058629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1058639.750000 Penalty: 919.892700
	Iteration 71Q: 3 clusters Score -1058640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1058652.375000 Penalty: 919.892700
	Iteration 72Q: 3 clusters Score -1058652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -1058654.625000 Penalty: 919.892700
	Iteration 73Q: 3 clusters Score -1058655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1058661.375000 Penalty: 919.892700
	Iteration 74Q: 3 clusters Score -1058661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -1058665.625000 Penalty: 919.892700
	Iteration 75Q: 3 clusters Score -1058666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1058668.625000 Penalty: 919.892700
	Iteration 76Q: 3 clusters Score -1058669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1058673.250000 Penalty: 919.892700
	Iteration 77Q: 3 clusters Score -1058673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -1058675.375000 Penalty: 919.892700
	Iteration 78Q: 3 clusters Score -1058675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -1058680.750000 Penalty: 919.892700
	Iteration 79Q: 3 clusters Score -1058681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1058683.250000 Penalty: 919.892700
	Iteration 80F: 3 clusters Score -1058683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1058686.250000 Penalty: 919.892700
	Iteration 81Q: 3 clusters Score -1058686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -1058688.750000 Penalty: 919.892700
	Iteration 82Q: 3 clusters Score -1058689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -1058687.750000 Penalty: 919.892700
	Iteration 83Q: 3 clusters Score -1058688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -1058689.625000 Penalty: 919.892700
	Iteration 84Q: 3 clusters Score -1058690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1058690.250000 Penalty: 919.892700
	Iteration 85Q: 3 clusters Score -1058690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1058691.375000 Penalty: 919.892700
	Iteration 86Q: 3 clusters Score -1058691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1058691.125000 Penalty: 919.892700
	Iteration 87Q: 3 clusters Score -1058691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -1058693.000000 Penalty: 919.892700
	Iteration 88Q: 3 clusters Score -1058693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -1058694.625000 Penalty: 919.892700
	Iteration 89Q: 3 clusters Score -1058695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -1058693.875000 Penalty: 919.892700
	Iteration 90Q: 3 clusters Score -1058694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -1058693.125000 Penalty: 919.892700
	Iteration 91Q: 3 clusters Score -1058693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -1058693.500000 Penalty: 919.892700
	Iteration 92Q: 3 clusters Score -1058694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1058693.000000 Penalty: 919.892700
	Iteration 93Q: 3 clusters Score -1058693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1058693.750000 Penalty: 919.892700
	Iteration 94Q: 3 clusters Score -1058694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1058693.500000 Penalty: 919.892700
	Iteration 95Q: 3 clusters Score -1058694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1058695.750000 Penalty: 919.892700
	Iteration 96Q: 3 clusters Score -1058696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1058696.000000 Penalty: 919.892700
	Iteration 97Q: 3 clusters Score -1058696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1058696.750000 Penalty: 919.892700
	Iteration 98Q: 3 clusters Score -1058697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1058698.125000 Penalty: 919.892700
	Iteration 99Q: 3 clusters Score -1058698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1058696.375000 Penalty: 919.892700
	Iteration 100F: 3 clusters Score -1058696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1058696.875000 Penalty: 919.892700
	Iteration 101Q: 3 clusters Score -1058697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -1058698.000000 Penalty: 919.892700
	Iteration 102Q: 3 clusters Score -1058698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -1058696.750000 Penalty: 919.892700
	Iteration 103Q: 3 clusters Score -1058697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1058697.750000 Penalty: 919.892700
	Iteration 104Q: 3 clusters Score -1058698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1058698.250000 Penalty: 919.892700
	Iteration 105Q: 3 clusters Score -1058698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -1058698.000000 Penalty: 919.892700
	Iteration 106Q: 3 clusters Score -1058698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -1058696.875000 Penalty: 919.892700
	Iteration 107Q: 3 clusters Score -1058697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1058697.375000 Penalty: 919.892700
	Iteration 108Q: 3 clusters Score -1058697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1058697.375000 Penalty: 919.892700
	Iteration 109F: 3 clusters Score -1058697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -170867.062500 Penalty: 369.783478
	Iteration 0F: 2 clusters Score -170867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -168522.765625 Penalty: 739.566956
	Iteration 0F: 3 clusters Score -168522.8 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -169302.046875 Penalty: 739.566956
	Iteration 1F: 3 clusters Score -169302 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -169381.562500 Penalty: 739.566956
	Iteration 2F: 3 clusters Score -169381.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -169451.296875 Penalty: 739.566956
	Iteration 3Q: 3 clusters Score -169451.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -169514.843750 Penalty: 739.566956
	Iteration 4Q: 3 clusters Score -169514.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -169582.515625 Penalty: 739.566956
	Iteration 5Q: 3 clusters Score -169582.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -169666.437500 Penalty: 739.566956
	Iteration 6Q: 3 clusters Score -169666.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169754.906250 Penalty: 739.566956
	Iteration 7Q: 3 clusters Score -169754.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169864.375000 Penalty: 739.566956
	Iteration 8F: 3 clusters Score -169864.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -169991.500000 Penalty: 739.566956
	Iteration 9Q: 3 clusters Score -169991.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -170131.953125 Penalty: 739.566956
	Iteration 10F: 3 clusters Score -170132 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -170261.328125 Penalty: 739.566956
	Iteration 11Q: 3 clusters Score -170261.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -170367.125000 Penalty: 739.566956
	Iteration 12Q: 3 clusters Score -170367.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -170438.281250 Penalty: 739.566956
	Iteration 13Q: 3 clusters Score -170438.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -170490.093750 Penalty: 739.566956
	Iteration 14Q: 3 clusters Score -170490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -170512.015625 Penalty: 739.566956
	Iteration 15Q: 3 clusters Score -170512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -170527.890625 Penalty: 739.566956
	Iteration 16Q: 3 clusters Score -170527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -170537.531250 Penalty: 739.566956
	Iteration 17Q: 3 clusters Score -170537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -170541.734375 Penalty: 739.566956
	Iteration 18Q: 3 clusters Score -170541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -170541.656250 Penalty: 739.566956
	Iteration 19Q: 3 clusters Score -170541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -170541.656250 Penalty: 739.566956
	Iteration 20F: 3 clusters Score -170541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Entering Unmasked Estep 
Score: -942977.000000 Penalty: 455.058929
	Iteration 0F: 2 clusters Score -942977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -928250.812500 Penalty: 910.117859
	Iteration 0F: 3 clusters Score -928250.8 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -934477.562500 Penalty: 910.117859
	Iteration 1F: 3 clusters Score -934477.6 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -934972.187500 Penalty: 910.117859
	Iteration 2F: 3 clusters Score -934972.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -935627.875000 Penalty: 910.117859
	Iteration 3F: 3 clusters Score -935627.9 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -936533.062500 Penalty: 910.117859
	Iteration 4F: 3 clusters Score -936533.1 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -937703.312500 Penalty: 910.117859
	Iteration 5F: 3 clusters Score -937703.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -938771.125000 Penalty: 910.117859
	Iteration 6F: 3 clusters Score -938771.1 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -939589.875000 Penalty: 910.117859
	Iteration 7F: 3 clusters Score -939589.9 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -940061.375000 Penalty: 910.117859
	Iteration 8Q: 3 clusters Score -940061.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -940247.562500 Penalty: 910.117859
	Iteration 9Q: 3 clusters Score -940247.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -940323.312500 Penalty: 910.117859
	Iteration 10Q: 3 clusters Score -940323.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -940378.875000 Penalty: 910.117859
	Iteration 11Q: 3 clusters Score -940378.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -940425.812500 Penalty: 910.117859
	Iteration 12Q: 3 clusters Score -940425.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -940483.125000 Penalty: 910.117859
	Iteration 13Q: 3 clusters Score -940483.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -940536.750000 Penalty: 910.117859
	Iteration 14Q: 3 clusters Score -940536.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -940599.437500 Penalty: 910.117859
	Iteration 15Q: 3 clusters Score -940599.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -940682.312500 Penalty: 910.117859
	Iteration 16Q: 3 clusters Score -940682.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -940772.937500 Penalty: 910.117859
	Iteration 17Q: 3 clusters Score -940772.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -940855.000000 Penalty: 910.117859
	Iteration 18Q: 3 clusters Score -940855 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -940957.437500 Penalty: 910.117859
	Iteration 19Q: 3 clusters Score -940957.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -941093.437500 Penalty: 910.117859
	Iteration 20F: 3 clusters Score -941093.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -941282.562500 Penalty: 910.117859
	Iteration 21Q: 3 clusters Score -941282.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -941461.125000 Penalty: 910.117859
	Iteration 22Q: 3 clusters Score -941461.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -941625.312500 Penalty: 910.117859
	Iteration 23Q: 3 clusters Score -941625.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -941749.812500 Penalty: 910.117859
	Iteration 24Q: 3 clusters Score -941749.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -941843.875000 Penalty: 910.117859
	Iteration 25Q: 3 clusters Score -941843.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -941914.000000 Penalty: 910.117859
	Iteration 26Q: 3 clusters Score -941914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -941962.000000 Penalty: 910.117859
	Iteration 27Q: 3 clusters Score -941962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -942013.500000 Penalty: 910.117859
	Iteration 28Q: 3 clusters Score -942013.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -942055.187500 Penalty: 910.117859
	Iteration 29Q: 3 clusters Score -942055.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -942103.375000 Penalty: 910.117859
	Iteration 30Q: 3 clusters Score -942103.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -942152.250000 Penalty: 910.117859
	Iteration 31Q: 3 clusters Score -942152.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -942199.812500 Penalty: 910.117859
	Iteration 32Q: 3 clusters Score -942199.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -942253.937500 Penalty: 910.117859
	Iteration 33Q: 3 clusters Score -942253.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -942291.125000 Penalty: 910.117859
	Iteration 34Q: 3 clusters Score -942291.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -942331.250000 Penalty: 910.117859
	Iteration 35Q: 3 clusters Score -942331.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -942374.437500 Penalty: 910.117859
	Iteration 36Q: 3 clusters Score -942374.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -942411.875000 Penalty: 910.117859
	Iteration 37Q: 3 clusters Score -942411.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -942447.375000 Penalty: 910.117859
	Iteration 38Q: 3 clusters Score -942447.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -942477.500000 Penalty: 910.117859
	Iteration 39Q: 3 clusters Score -942477.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -942509.000000 Penalty: 910.117859
	Iteration 40F: 3 clusters Score -942509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -942546.000000 Penalty: 910.117859
	Iteration 41Q: 3 clusters Score -942546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -942576.187500 Penalty: 910.117859
	Iteration 42Q: 3 clusters Score -942576.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -942601.062500 Penalty: 910.117859
	Iteration 43Q: 3 clusters Score -942601.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -942632.687500 Penalty: 910.117859
	Iteration 44Q: 3 clusters Score -942632.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -942669.187500 Penalty: 910.117859
	Iteration 45Q: 3 clusters Score -942669.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -942704.062500 Penalty: 910.117859
	Iteration 46Q: 3 clusters Score -942704.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -942731.125000 Penalty: 910.117859
	Iteration 47Q: 3 clusters Score -942731.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -942755.875000 Penalty: 910.117859
	Iteration 48Q: 3 clusters Score -942755.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -942771.937500 Penalty: 910.117859
	Iteration 49Q: 3 clusters Score -942771.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -942797.687500 Penalty: 910.117859
	Iteration 50Q: 3 clusters Score -942797.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -942815.437500 Penalty: 910.117859
	Iteration 51Q: 3 clusters Score -942815.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -942824.937500 Penalty: 910.117859
	Iteration 52Q: 3 clusters Score -942824.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -942841.875000 Penalty: 910.117859
	Iteration 53Q: 3 clusters Score -942841.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -942849.750000 Penalty: 910.117859
	Iteration 54Q: 3 clusters Score -942849.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -942858.562500 Penalty: 910.117859
	Iteration 55Q: 3 clusters Score -942858.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -942864.000000 Penalty: 910.117859
	Iteration 56Q: 3 clusters Score -942864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -942868.812500 Penalty: 910.117859
	Iteration 57Q: 3 clusters Score -942868.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -942872.500000 Penalty: 910.117859
	Iteration 58Q: 3 clusters Score -942872.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -942875.750000 Penalty: 910.117859
	Iteration 59Q: 3 clusters Score -942875.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -942880.437500 Penalty: 910.117859
	Iteration 60F: 3 clusters Score -942880.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -942883.250000 Penalty: 910.117859
	Iteration 61Q: 3 clusters Score -942883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -942883.875000 Penalty: 910.117859
	Iteration 62Q: 3 clusters Score -942883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -942884.875000 Penalty: 910.117859
	Iteration 63Q: 3 clusters Score -942884.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -942884.937500 Penalty: 910.117859
	Iteration 64Q: 3 clusters Score -942884.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -942888.062500 Penalty: 910.117859
	Iteration 65Q: 3 clusters Score -942888.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -942888.500000 Penalty: 910.117859
	Iteration 66Q: 3 clusters Score -942888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -942893.125000 Penalty: 910.117859
	Iteration 67Q: 3 clusters Score -942893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -942893.125000 Penalty: 910.117859
	Iteration 68Q: 3 clusters Score -942893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -942894.625000 Penalty: 910.117859
	Iteration 69Q: 3 clusters Score -942894.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -942897.000000 Penalty: 910.117859
	Iteration 70Q: 3 clusters Score -942897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -942904.812500 Penalty: 910.117859
	Iteration 71Q: 3 clusters Score -942904.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -942908.500000 Penalty: 910.117859
	Iteration 72Q: 3 clusters Score -942908.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -942911.125000 Penalty: 910.117859
	Iteration 73Q: 3 clusters Score -942911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -942912.812500 Penalty: 910.117859
	Iteration 74Q: 3 clusters Score -942912.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -942918.562500 Penalty: 910.117859
	Iteration 75Q: 3 clusters Score -942918.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -942923.812500 Penalty: 910.117859
	Iteration 76Q: 3 clusters Score -942923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -942926.375000 Penalty: 910.117859
	Iteration 77Q: 3 clusters Score -942926.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -942928.125000 Penalty: 910.117859
	Iteration 78Q: 3 clusters Score -942928.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -942928.687500 Penalty: 910.117859
	Iteration 79Q: 3 clusters Score -942928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -942928.187500 Penalty: 910.117859
	Iteration 80F: 3 clusters Score -942928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -942929.750000 Penalty: 910.117859
	Iteration 81Q: 3 clusters Score -942929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -942929.250000 Penalty: 910.117859
	Iteration 82Q: 3 clusters Score -942929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -942932.875000 Penalty: 910.117859
	Iteration 83Q: 3 clusters Score -942932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -942931.437500 Penalty: 910.117859
	Iteration 84Q: 3 clusters Score -942931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -942932.375000 Penalty: 910.117859
	Iteration 85Q: 3 clusters Score -942932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -942933.750000 Penalty: 910.117859
	Iteration 86Q: 3 clusters Score -942933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -942934.250000 Penalty: 910.117859
	Iteration 87Q: 3 clusters Score -942934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -942934.000000 Penalty: 910.117859
	Iteration 88Q: 3 clusters Score -942934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -942936.812500 Penalty: 910.117859
	Iteration 89Q: 3 clusters Score -942936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -942935.625000 Penalty: 910.117859
	Iteration 90Q: 3 clusters Score -942935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -942935.812500 Penalty: 910.117859
	Iteration 91Q: 3 clusters Score -942935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -942936.625000 Penalty: 910.117859
	Iteration 92Q: 3 clusters Score -942936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -942936.625000 Penalty: 910.117859
	Iteration 93Q: 3 clusters Score -942936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -942937.937500 Penalty: 910.117859
	Iteration 94Q: 3 clusters Score -942937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -942937.625000 Penalty: 910.117859
	Iteration 95Q: 3 clusters Score -942937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -942937.250000 Penalty: 910.117859
	Iteration 96Q: 3 clusters Score -942937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -942937.500000 Penalty: 910.117859
	Iteration 97Q: 3 clusters Score -942937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -942937.187500 Penalty: 910.117859
	Iteration 98Q: 3 clusters Score -942937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -942937.187500 Penalty: 910.117859
	Iteration 99F: 3 clusters Score -942937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Entering Unmasked Estep 
Score: -782229.187500 Penalty: 445.011475
	Iteration 0F: 2 clusters Score -782229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -770531.625000 Penalty: 890.022949
	Iteration 0F: 3 clusters Score -770531.6 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -774937.812500 Penalty: 890.022949
	Iteration 1F: 3 clusters Score -774937.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -775103.125000 Penalty: 890.022949
	Iteration 2Q: 3 clusters Score -775103.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -775302.437500 Penalty: 890.022949
	Iteration 3Q: 3 clusters Score -775302.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -775502.375000 Penalty: 890.022949
	Iteration 4Q: 3 clusters Score -775502.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -775717.562500 Penalty: 890.022949
	Iteration 5Q: 3 clusters Score -775717.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -775994.500000 Penalty: 890.022949
	Iteration 6Q: 3 clusters Score -775994.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -776378.937500 Penalty: 890.022949
	Iteration 7Q: 3 clusters Score -776378.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -776958.000000 Penalty: 890.022949
	Iteration 8F: 3 clusters Score -776958 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -777831.937500 Penalty: 890.022949
	Iteration 9F: 3 clusters Score -777831.9 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -778919.937500 Penalty: 890.022949
	Iteration 10F: 3 clusters Score -778919.9 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -780049.875000 Penalty: 890.022949
	Iteration 11F: 3 clusters Score -780049.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -780978.812500 Penalty: 890.022949
	Iteration 12F: 3 clusters Score -780978.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -781479.625000 Penalty: 890.022949
	Iteration 13Q: 3 clusters Score -781479.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -781677.125000 Penalty: 890.022949
	Iteration 14Q: 3 clusters Score -781677.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -781763.437500 Penalty: 890.022949
	Iteration 15Q: 3 clusters Score -781763.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -781800.750000 Penalty: 890.022949
	Iteration 16Q: 3 clusters Score -781800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -781820.625000 Penalty: 890.022949
	Iteration 17Q: 3 clusters Score -781820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -781825.750000 Penalty: 890.022949
	Iteration 18Q: 3 clusters Score -781825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -781831.375000 Penalty: 890.022949
	Iteration 19Q: 3 clusters Score -781831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -781837.437500 Penalty: 890.022949
	Iteration 20F: 3 clusters Score -781837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -781845.125000 Penalty: 890.022949
	Iteration 21Q: 3 clusters Score -781845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -781850.875000 Penalty: 890.022949
	Iteration 22Q: 3 clusters Score -781850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -781851.437500 Penalty: 890.022949
	Iteration 23Q: 3 clusters Score -781851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -781851.437500 Penalty: 890.022949
	Iteration 24F: 3 clusters Score -781851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -51552.765625 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -51552.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50494.671875 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -50494.67 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -50819.339844 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -50819.34 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -50868.882812 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -50868.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -50906.488281 Penalty: 658.964355
	Iteration 3Q: 3 clusters Score -50906.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -50940.539062 Penalty: 658.964355
	Iteration 4Q: 3 clusters Score -50940.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -50974.796875 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -50974.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51006.054688 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -51006.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51052.128906 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -51052.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -51101.718750 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -51101.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51144.507812 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -51144.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51177.093750 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -51177.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -51193.593750 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -51193.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -51205.250000 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -51205.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -51217.527344 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -51217.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -51235.136719 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -51235.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -51254.589844 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -51254.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51266.164062 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -51266.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -51282.484375 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -51282.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51299.914062 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -51299.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -51310.710938 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -51310.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -51315.011719 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -51315.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -51317.777344 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -51317.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51321.132812 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -51321.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51325.656250 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -51325.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -51329.792969 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -51329.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51331.539062 Penalty: 658.964355
	Iteration 25Q: 3 clusters Score -51331.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51331.652344 Penalty: 658.964355
	Iteration 26Q: 3 clusters Score -51331.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51331.652344 Penalty: 658.964355
	Iteration 27F: 3 clusters Score -51331.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Entering Unmasked Estep 
Score: -2218438.250000 Penalty: 492.755371
	Iteration 0F: 2 clusters Score -2218438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2184419.000000 Penalty: 985.510742
	Iteration 0F: 3 clusters Score -2184419 nChanged 24373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2199890.000000 Penalty: 985.510742
	Iteration 1F: 3 clusters Score -2199890 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -2201490.000000 Penalty: 985.510742
	Iteration 2F: 3 clusters Score -2201490 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2204002.250000 Penalty: 985.510742
	Iteration 3F: 3 clusters Score -2204002 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -2206890.000000 Penalty: 985.510742
	Iteration 4F: 3 clusters Score -2206890 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2208576.250000 Penalty: 985.510742
	Iteration 5F: 3 clusters Score -2208576 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -2209160.750000 Penalty: 985.510742
	Iteration 6Q: 3 clusters Score -2209161 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -2209422.750000 Penalty: 985.510742
	Iteration 7Q: 3 clusters Score -2209423 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2209662.750000 Penalty: 985.510742
	Iteration 8Q: 3 clusters Score -2209663 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -2209934.000000 Penalty: 985.510742
	Iteration 9Q: 3 clusters Score -2209934 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -2210242.750000 Penalty: 985.510742
	Iteration 10Q: 3 clusters Score -2210243 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -2210557.750000 Penalty: 985.510742
	Iteration 11Q: 3 clusters Score -2210558 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2210886.250000 Penalty: 985.510742
	Iteration 12Q: 3 clusters Score -2210886 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -2211332.250000 Penalty: 985.510742
	Iteration 13Q: 3 clusters Score -2211332 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -2211858.250000 Penalty: 985.510742
	Iteration 14Q: 3 clusters Score -2211858 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -2212469.250000 Penalty: 985.510742
	Iteration 15Q: 3 clusters Score -2212469 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -2213324.500000 Penalty: 985.510742
	Iteration 16Q: 3 clusters Score -2213324 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -2214315.250000 Penalty: 985.510742
	Iteration 17Q: 3 clusters Score -2214315 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -2215363.250000 Penalty: 985.510742
	Iteration 18Q: 3 clusters Score -2215363 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -2216234.250000 Penalty: 985.510742
	Iteration 19Q: 3 clusters Score -2216234 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -2216924.250000 Penalty: 985.510742
	Iteration 20F: 3 clusters Score -2216924 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -2217415.500000 Penalty: 985.510742
	Iteration 21Q: 3 clusters Score -2217416 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -2217737.750000 Penalty: 985.510742
	Iteration 22Q: 3 clusters Score -2217738 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -2217940.750000 Penalty: 985.510742
	Iteration 23Q: 3 clusters Score -2217941 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2218048.000000 Penalty: 985.510742
	Iteration 24Q: 3 clusters Score -2218048 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -2218111.500000 Penalty: 985.510742
	Iteration 25Q: 3 clusters Score -2218112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2218161.500000 Penalty: 985.510742
	Iteration 26Q: 3 clusters Score -2218162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2218184.750000 Penalty: 985.510742
	Iteration 27Q: 3 clusters Score -2218185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -2218199.250000 Penalty: 985.510742
	Iteration 28Q: 3 clusters Score -2218199 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -2218197.500000 Penalty: 985.510742
	Iteration 29Q: 3 clusters Score -2218198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -2218209.750000 Penalty: 985.510742
	Iteration 30Q: 3 clusters Score -2218210 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -2218223.250000 Penalty: 985.510742
	Iteration 31Q: 3 clusters Score -2218223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -2218233.000000 Penalty: 985.510742
	Iteration 32Q: 3 clusters Score -2218233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -2218234.000000 Penalty: 985.510742
	Iteration 33Q: 3 clusters Score -2218234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2218239.750000 Penalty: 985.510742
	Iteration 34Q: 3 clusters Score -2218240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -2218237.000000 Penalty: 985.510742
	Iteration 35Q: 3 clusters Score -2218237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -2218240.750000 Penalty: 985.510742
	Iteration 36Q: 3 clusters Score -2218241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -2218239.000000 Penalty: 985.510742
	Iteration 37Q: 3 clusters Score -2218239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -2218244.750000 Penalty: 985.510742
	Iteration 38Q: 3 clusters Score -2218245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -2218241.500000 Penalty: 985.510742
	Iteration 39Q: 3 clusters Score -2218242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -2218244.250000 Penalty: 985.510742
	Iteration 40F: 3 clusters Score -2218244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -2218244.000000 Penalty: 985.510742
	Iteration 41Q: 3 clusters Score -2218244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -2218243.500000 Penalty: 985.510742
	Iteration 42Q: 3 clusters Score -2218244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -2218243.000000 Penalty: 985.510742
	Iteration 43Q: 3 clusters Score -2218243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -2218244.000000 Penalty: 985.510742
	Iteration 44Q: 3 clusters Score -2218244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -2218244.250000 Penalty: 985.510742
	Iteration 45Q: 3 clusters Score -2218244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -2218241.500000 Penalty: 985.510742
	Iteration 46Q: 3 clusters Score -2218242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -2218242.500000 Penalty: 985.510742
	Iteration 47Q: 3 clusters Score -2218242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -2218241.750000 Penalty: 985.510742
	Iteration 48Q: 3 clusters Score -2218242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -2218240.250000 Penalty: 985.510742
	Iteration 49Q: 3 clusters Score -2218240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -2218240.500000 Penalty: 985.510742
	Iteration 50Q: 3 clusters Score -2218240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -2218239.500000 Penalty: 985.510742
	Iteration 51Q: 3 clusters Score -2218240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -2218240.500000 Penalty: 985.510742
	Iteration 52Q: 3 clusters Score -2218240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2218240.000000 Penalty: 985.510742
	Iteration 53Q: 3 clusters Score -2218240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -2218241.250000 Penalty: 985.510742
	Iteration 54Q: 3 clusters Score -2218241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -2218245.000000 Penalty: 985.510742
	Iteration 55Q: 3 clusters Score -2218245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -2218243.250000 Penalty: 985.510742
	Iteration 56Q: 3 clusters Score -2218243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -2218243.250000 Penalty: 985.510742
	Iteration 57Q: 3 clusters Score -2218243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -2218242.250000 Penalty: 985.510742
	Iteration 58Q: 3 clusters Score -2218242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -2218242.250000 Penalty: 985.510742
	Iteration 59F: 3 clusters Score -2218242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -3673.370117 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -3673.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3482.477295 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -3482.477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3509.298828 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -3509.299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3511.678223 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -3511.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3511.678223 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -3511.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -116507.531250 Penalty: 357.409637
	Iteration 0F: 2 clusters Score -116507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -114648.828125 Penalty: 714.819275
	Iteration 0F: 3 clusters Score -114648.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -115284.367188 Penalty: 714.819275
	Iteration 1F: 3 clusters Score -115284.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -115349.632812 Penalty: 714.819275
	Iteration 2F: 3 clusters Score -115349.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -115423.859375 Penalty: 714.819275
	Iteration 3F: 3 clusters Score -115423.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -115501.148438 Penalty: 714.819275
	Iteration 4F: 3 clusters Score -115501.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -115600.234375 Penalty: 714.819275
	Iteration 5F: 3 clusters Score -115600.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -115718.125000 Penalty: 714.819275
	Iteration 6F: 3 clusters Score -115718.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -115835.703125 Penalty: 714.819275
	Iteration 7F: 3 clusters Score -115835.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -115943.828125 Penalty: 714.819275
	Iteration 8Q: 3 clusters Score -115943.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -116006.984375 Penalty: 714.819275
	Iteration 9Q: 3 clusters Score -116007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -116065.992188 Penalty: 714.819275
	Iteration 10Q: 3 clusters Score -116066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -116106.007812 Penalty: 714.819275
	Iteration 11Q: 3 clusters Score -116106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -116141.679688 Penalty: 714.819275
	Iteration 12Q: 3 clusters Score -116141.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -116155.015625 Penalty: 714.819275
	Iteration 13Q: 3 clusters Score -116155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -116161.625000 Penalty: 714.819275
	Iteration 14Q: 3 clusters Score -116161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -116165.625000 Penalty: 714.819275
	Iteration 15Q: 3 clusters Score -116165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -116168.968750 Penalty: 714.819275
	Iteration 16Q: 3 clusters Score -116169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -116170.828125 Penalty: 714.819275
	Iteration 17Q: 3 clusters Score -116170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -116172.687500 Penalty: 714.819275
	Iteration 18Q: 3 clusters Score -116172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -116175.359375 Penalty: 714.819275
	Iteration 19Q: 3 clusters Score -116175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -116179.343750 Penalty: 714.819275
	Iteration 20F: 3 clusters Score -116179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -116180.250000 Penalty: 714.819275
	Iteration 21Q: 3 clusters Score -116180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -116180.609375 Penalty: 714.819275
	Iteration 22Q: 3 clusters Score -116180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -116180.609375 Penalty: 714.819275
	Iteration 23F: 3 clusters Score -116180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Entering Unmasked Estep 
Score: -857981.687500 Penalty: 445.799591
	Iteration 0F: 2 clusters Score -857981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -846026.375000 Penalty: 891.599182
	Iteration 0F: 3 clusters Score -846026.4 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -850995.625000 Penalty: 891.599182
	Iteration 1F: 3 clusters Score -850995.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -851194.875000 Penalty: 891.599182
	Iteration 2Q: 3 clusters Score -851194.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -851457.500000 Penalty: 891.599182
	Iteration 3Q: 3 clusters Score -851457.5 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -851798.062500 Penalty: 891.599182
	Iteration 4Q: 3 clusters Score -851798.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -852288.250000 Penalty: 891.599182
	Iteration 5Q: 3 clusters Score -852288.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -853096.125000 Penalty: 891.599182
	Iteration 6F: 3 clusters Score -853096.1 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -854279.125000 Penalty: 891.599182
	Iteration 7F: 3 clusters Score -854279.1 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -855176.625000 Penalty: 891.599182
	Iteration 8F: 3 clusters Score -855176.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -855584.687500 Penalty: 891.599182
	Iteration 9Q: 3 clusters Score -855584.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -855768.750000 Penalty: 891.599182
	Iteration 10Q: 3 clusters Score -855768.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -855893.437500 Penalty: 891.599182
	Iteration 11Q: 3 clusters Score -855893.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -855989.937500 Penalty: 891.599182
	Iteration 12Q: 3 clusters Score -855989.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -856068.125000 Penalty: 891.599182
	Iteration 13Q: 3 clusters Score -856068.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -856142.125000 Penalty: 891.599182
	Iteration 14Q: 3 clusters Score -856142.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -856207.250000 Penalty: 891.599182
	Iteration 15Q: 3 clusters Score -856207.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -856264.812500 Penalty: 891.599182
	Iteration 16Q: 3 clusters Score -856264.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -856321.750000 Penalty: 891.599182
	Iteration 17Q: 3 clusters Score -856321.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -856368.750000 Penalty: 891.599182
	Iteration 18Q: 3 clusters Score -856368.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -856409.875000 Penalty: 891.599182
	Iteration 19Q: 3 clusters Score -856409.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -856445.000000 Penalty: 891.599182
	Iteration 20F: 3 clusters Score -856445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -856478.000000 Penalty: 891.599182
	Iteration 21Q: 3 clusters Score -856478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -856511.437500 Penalty: 891.599182
	Iteration 22Q: 3 clusters Score -856511.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -856539.937500 Penalty: 891.599182
	Iteration 23Q: 3 clusters Score -856539.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -856561.937500 Penalty: 891.599182
	Iteration 24Q: 3 clusters Score -856561.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -856582.125000 Penalty: 891.599182
	Iteration 25Q: 3 clusters Score -856582.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -856596.187500 Penalty: 891.599182
	Iteration 26Q: 3 clusters Score -856596.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -856611.562500 Penalty: 891.599182
	Iteration 27Q: 3 clusters Score -856611.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -856626.250000 Penalty: 891.599182
	Iteration 28Q: 3 clusters Score -856626.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -856645.812500 Penalty: 891.599182
	Iteration 29Q: 3 clusters Score -856645.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -856666.625000 Penalty: 891.599182
	Iteration 30Q: 3 clusters Score -856666.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -856690.625000 Penalty: 891.599182
	Iteration 31Q: 3 clusters Score -856690.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -856711.437500 Penalty: 891.599182
	Iteration 32Q: 3 clusters Score -856711.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -856738.437500 Penalty: 891.599182
	Iteration 33Q: 3 clusters Score -856738.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -856760.875000 Penalty: 891.599182
	Iteration 34Q: 3 clusters Score -856760.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -856784.125000 Penalty: 891.599182
	Iteration 35Q: 3 clusters Score -856784.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -856810.375000 Penalty: 891.599182
	Iteration 36Q: 3 clusters Score -856810.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -856830.437500 Penalty: 891.599182
	Iteration 37Q: 3 clusters Score -856830.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -856851.812500 Penalty: 891.599182
	Iteration 38Q: 3 clusters Score -856851.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -856874.250000 Penalty: 891.599182
	Iteration 39Q: 3 clusters Score -856874.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -856893.625000 Penalty: 891.599182
	Iteration 40F: 3 clusters Score -856893.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -856918.937500 Penalty: 891.599182
	Iteration 41Q: 3 clusters Score -856918.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -856944.875000 Penalty: 891.599182
	Iteration 42Q: 3 clusters Score -856944.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -856970.750000 Penalty: 891.599182
	Iteration 43Q: 3 clusters Score -856970.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -856996.812500 Penalty: 891.599182
	Iteration 44Q: 3 clusters Score -856996.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -857017.312500 Penalty: 891.599182
	Iteration 45Q: 3 clusters Score -857017.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -857036.937500 Penalty: 891.599182
	Iteration 46Q: 3 clusters Score -857036.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -857055.125000 Penalty: 891.599182
	Iteration 47Q: 3 clusters Score -857055.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -857073.937500 Penalty: 891.599182
	Iteration 48Q: 3 clusters Score -857073.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -857095.812500 Penalty: 891.599182
	Iteration 49Q: 3 clusters Score -857095.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -857109.687500 Penalty: 891.599182
	Iteration 50Q: 3 clusters Score -857109.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -857117.750000 Penalty: 891.599182
	Iteration 51Q: 3 clusters Score -857117.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -857126.750000 Penalty: 891.599182
	Iteration 52Q: 3 clusters Score -857126.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -857137.750000 Penalty: 891.599182
	Iteration 53Q: 3 clusters Score -857137.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -857152.687500 Penalty: 891.599182
	Iteration 54Q: 3 clusters Score -857152.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -857169.375000 Penalty: 891.599182
	Iteration 55Q: 3 clusters Score -857169.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -857186.000000 Penalty: 891.599182
	Iteration 56Q: 3 clusters Score -857186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -857206.875000 Penalty: 891.599182
	Iteration 57Q: 3 clusters Score -857206.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -857219.375000 Penalty: 891.599182
	Iteration 58Q: 3 clusters Score -857219.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -857230.875000 Penalty: 891.599182
	Iteration 59Q: 3 clusters Score -857230.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -857244.187500 Penalty: 891.599182
	Iteration 60F: 3 clusters Score -857244.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -857255.125000 Penalty: 891.599182
	Iteration 61Q: 3 clusters Score -857255.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -857261.437500 Penalty: 891.599182
	Iteration 62Q: 3 clusters Score -857261.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -857278.250000 Penalty: 891.599182
	Iteration 63Q: 3 clusters Score -857278.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -857292.625000 Penalty: 891.599182
	Iteration 64Q: 3 clusters Score -857292.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -857312.312500 Penalty: 891.599182
	Iteration 65Q: 3 clusters Score -857312.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -857327.375000 Penalty: 891.599182
	Iteration 66Q: 3 clusters Score -857327.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -857345.375000 Penalty: 891.599182
	Iteration 67Q: 3 clusters Score -857345.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -857360.687500 Penalty: 891.599182
	Iteration 68Q: 3 clusters Score -857360.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -857371.375000 Penalty: 891.599182
	Iteration 69Q: 3 clusters Score -857371.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -857383.187500 Penalty: 891.599182
	Iteration 70Q: 3 clusters Score -857383.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -857394.812500 Penalty: 891.599182
	Iteration 71Q: 3 clusters Score -857394.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -857402.875000 Penalty: 891.599182
	Iteration 72Q: 3 clusters Score -857402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -857411.625000 Penalty: 891.599182
	Iteration 73Q: 3 clusters Score -857411.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -857421.125000 Penalty: 891.599182
	Iteration 74Q: 3 clusters Score -857421.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -857435.312500 Penalty: 891.599182
	Iteration 75Q: 3 clusters Score -857435.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -857450.062500 Penalty: 891.599182
	Iteration 76Q: 3 clusters Score -857450.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -857460.562500 Penalty: 891.599182
	Iteration 77Q: 3 clusters Score -857460.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -857473.062500 Penalty: 891.599182
	Iteration 78Q: 3 clusters Score -857473.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -857485.062500 Penalty: 891.599182
	Iteration 79Q: 3 clusters Score -857485.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -857502.937500 Penalty: 891.599182
	Iteration 80F: 3 clusters Score -857502.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -857515.000000 Penalty: 891.599182
	Iteration 81Q: 3 clusters Score -857515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -857524.562500 Penalty: 891.599182
	Iteration 82Q: 3 clusters Score -857524.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -857531.000000 Penalty: 891.599182
	Iteration 83Q: 3 clusters Score -857531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -857537.437500 Penalty: 891.599182
	Iteration 84Q: 3 clusters Score -857537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -857544.312500 Penalty: 891.599182
	Iteration 85Q: 3 clusters Score -857544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -857546.687500 Penalty: 891.599182
	Iteration 86Q: 3 clusters Score -857546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -857547.562500 Penalty: 891.599182
	Iteration 87Q: 3 clusters Score -857547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -857548.750000 Penalty: 891.599182
	Iteration 88Q: 3 clusters Score -857548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -857550.250000 Penalty: 891.599182
	Iteration 89Q: 3 clusters Score -857550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -857551.625000 Penalty: 891.599182
	Iteration 90Q: 3 clusters Score -857551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -857552.812500 Penalty: 891.599182
	Iteration 91Q: 3 clusters Score -857552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -857554.750000 Penalty: 891.599182
	Iteration 92Q: 3 clusters Score -857554.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -857557.687500 Penalty: 891.599182
	Iteration 93Q: 3 clusters Score -857557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -857561.000000 Penalty: 891.599182
	Iteration 94Q: 3 clusters Score -857561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -857565.000000 Penalty: 891.599182
	Iteration 95Q: 3 clusters Score -857565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -857567.500000 Penalty: 891.599182
	Iteration 96Q: 3 clusters Score -857567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -857567.875000 Penalty: 891.599182
	Iteration 97Q: 3 clusters Score -857567.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -857571.000000 Penalty: 891.599182
	Iteration 98Q: 3 clusters Score -857571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -857575.250000 Penalty: 891.599182
	Iteration 99Q: 3 clusters Score -857575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -857582.500000 Penalty: 891.599182
	Iteration 100F: 3 clusters Score -857582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -857585.750000 Penalty: 891.599182
	Iteration 101Q: 3 clusters Score -857585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -857591.187500 Penalty: 891.599182
	Iteration 102Q: 3 clusters Score -857591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -857594.000000 Penalty: 891.599182
	Iteration 103Q: 3 clusters Score -857594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -857597.625000 Penalty: 891.599182
	Iteration 104Q: 3 clusters Score -857597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -857598.937500 Penalty: 891.599182
	Iteration 105Q: 3 clusters Score -857598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -857598.687500 Penalty: 891.599182
	Iteration 106Q: 3 clusters Score -857598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -857599.500000 Penalty: 891.599182
	Iteration 107Q: 3 clusters Score -857599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -857600.062500 Penalty: 891.599182
	Iteration 108Q: 3 clusters Score -857600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -857601.375000 Penalty: 891.599182
	Iteration 109Q: 3 clusters Score -857601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -857601.187500 Penalty: 891.599182
	Iteration 110Q: 3 clusters Score -857601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -857601.187500 Penalty: 891.599182
	Iteration 111F: 3 clusters Score -857601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Entering Unmasked Estep 
Score: -789819.812500 Penalty: 444.939392
	Iteration 0F: 2 clusters Score -789819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -777994.562500 Penalty: 889.878784
	Iteration 0F: 3 clusters Score -777994.6 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -782578.750000 Penalty: 889.878784
	Iteration 1F: 3 clusters Score -782578.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -782738.562500 Penalty: 889.878784
	Iteration 2Q: 3 clusters Score -782738.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -782960.687500 Penalty: 889.878784
	Iteration 3Q: 3 clusters Score -782960.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -783312.625000 Penalty: 889.878784
	Iteration 4Q: 3 clusters Score -783312.6 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -783907.562500 Penalty: 889.878784
	Iteration 5F: 3 clusters Score -783907.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -784777.937500 Penalty: 889.878784
	Iteration 6F: 3 clusters Score -784777.9 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -785985.625000 Penalty: 889.878784
	Iteration 7F: 3 clusters Score -785985.6 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -787308.375000 Penalty: 889.878784
	Iteration 8F: 3 clusters Score -787308.4 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -788413.875000 Penalty: 889.878784
	Iteration 9F: 3 clusters Score -788413.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -789013.562500 Penalty: 889.878784
	Iteration 10Q: 3 clusters Score -789013.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -789255.000000 Penalty: 889.878784
	Iteration 11Q: 3 clusters Score -789255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -789346.562500 Penalty: 889.878784
	Iteration 12Q: 3 clusters Score -789346.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -789381.687500 Penalty: 889.878784
	Iteration 13Q: 3 clusters Score -789381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -789398.437500 Penalty: 889.878784
	Iteration 14Q: 3 clusters Score -789398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -789408.437500 Penalty: 889.878784
	Iteration 15Q: 3 clusters Score -789408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -789416.812500 Penalty: 889.878784
	Iteration 16Q: 3 clusters Score -789416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -789418.187500 Penalty: 889.878784
	Iteration 17Q: 3 clusters Score -789418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -789418.187500 Penalty: 889.878784
	Iteration 18F: 3 clusters Score -789418.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Entering Unmasked Estep 
Score: -2473082.750000 Penalty: 496.800049
	Iteration 0F: 2 clusters Score -2473083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2435950.500000 Penalty: 993.600098
	Iteration 0F: 3 clusters Score -2435950 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -2451951.250000 Penalty: 993.600098
	Iteration 1F: 3 clusters Score -2451951 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -2453013.250000 Penalty: 993.600098
	Iteration 2F: 3 clusters Score -2453013 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -2454658.000000 Penalty: 993.600098
	Iteration 3F: 3 clusters Score -2454658 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -2457050.750000 Penalty: 993.600098
	Iteration 4F: 3 clusters Score -2457051 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -2460118.750000 Penalty: 993.600098
	Iteration 5F: 3 clusters Score -2460119 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -2463575.500000 Penalty: 993.600098
	Iteration 6F: 3 clusters Score -2463576 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -2466710.500000 Penalty: 993.600098
	Iteration 7F: 3 clusters Score -2466710 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -2469011.250000 Penalty: 993.600098
	Iteration 8Q: 3 clusters Score -2469011 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -2470483.750000 Penalty: 993.600098
	Iteration 9Q: 3 clusters Score -2470484 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -2471419.000000 Penalty: 993.600098
	Iteration 10Q: 3 clusters Score -2471419 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -2471906.000000 Penalty: 993.600098
	Iteration 11Q: 3 clusters Score -2471906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -2472164.500000 Penalty: 993.600098
	Iteration 12Q: 3 clusters Score -2472164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -2472333.500000 Penalty: 993.600098
	Iteration 13Q: 3 clusters Score -2472334 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -2472444.750000 Penalty: 993.600098
	Iteration 14Q: 3 clusters Score -2472445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -2472517.500000 Penalty: 993.600098
	Iteration 15Q: 3 clusters Score -2472518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -2472552.000000 Penalty: 993.600098
	Iteration 16Q: 3 clusters Score -2472552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -2472564.750000 Penalty: 993.600098
	Iteration 17Q: 3 clusters Score -2472565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -2472579.000000 Penalty: 993.600098
	Iteration 18Q: 3 clusters Score -2472579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -2472589.500000 Penalty: 993.600098
	Iteration 19Q: 3 clusters Score -2472590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -2472607.250000 Penalty: 993.600098
	Iteration 20F: 3 clusters Score -2472607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -2472618.750000 Penalty: 993.600098
	Iteration 21Q: 3 clusters Score -2472619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -2472633.000000 Penalty: 993.600098
	Iteration 22Q: 3 clusters Score -2472633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -2472635.250000 Penalty: 993.600098
	Iteration 23Q: 3 clusters Score -2472635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -2472638.500000 Penalty: 993.600098
	Iteration 24Q: 3 clusters Score -2472638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -2472641.000000 Penalty: 993.600098
	Iteration 25Q: 3 clusters Score -2472641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -2472645.500000 Penalty: 993.600098
	Iteration 26Q: 3 clusters Score -2472646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -2472649.250000 Penalty: 993.600098
	Iteration 27Q: 3 clusters Score -2472649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -2472650.000000 Penalty: 993.600098
	Iteration 28Q: 3 clusters Score -2472650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -2472654.750000 Penalty: 993.600098
	Iteration 29Q: 3 clusters Score -2472655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -2472657.250000 Penalty: 993.600098
	Iteration 30Q: 3 clusters Score -2472657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -2472656.750000 Penalty: 993.600098
	Iteration 31Q: 3 clusters Score -2472657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -2472661.500000 Penalty: 993.600098
	Iteration 32Q: 3 clusters Score -2472662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -2472663.500000 Penalty: 993.600098
	Iteration 33Q: 3 clusters Score -2472664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -2472663.500000 Penalty: 993.600098
	Iteration 34F: 3 clusters Score -2472664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Entering Unmasked Estep 
Score: -499204.531250 Penalty: 425.191650
	Iteration 0F: 2 clusters Score -499204.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -491588.062500 Penalty: 850.383301
	Iteration 0F: 3 clusters Score -491588.1 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -494519.968750 Penalty: 850.383301
	Iteration 1F: 3 clusters Score -494520 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -494675.687500 Penalty: 850.383301
	Iteration 2Q: 3 clusters Score -494675.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -494852.531250 Penalty: 850.383301
	Iteration 3Q: 3 clusters Score -494852.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -495147.906250 Penalty: 850.383301
	Iteration 4Q: 3 clusters Score -495147.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -495562.687500 Penalty: 850.383301
	Iteration 5F: 3 clusters Score -495562.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -496115.375000 Penalty: 850.383301
	Iteration 6F: 3 clusters Score -496115.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -496665.000000 Penalty: 850.383301
	Iteration 7F: 3 clusters Score -496665 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -496920.968750 Penalty: 850.383301
	Iteration 8Q: 3 clusters Score -496921 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -497032.656250 Penalty: 850.383301
	Iteration 9Q: 3 clusters Score -497032.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -497103.562500 Penalty: 850.383301
	Iteration 10Q: 3 clusters Score -497103.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -497173.468750 Penalty: 850.383301
	Iteration 11Q: 3 clusters Score -497173.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -497262.843750 Penalty: 850.383301
	Iteration 12Q: 3 clusters Score -497262.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -497374.656250 Penalty: 850.383301
	Iteration 13Q: 3 clusters Score -497374.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -497495.031250 Penalty: 850.383301
	Iteration 14Q: 3 clusters Score -497495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -497617.406250 Penalty: 850.383301
	Iteration 15Q: 3 clusters Score -497617.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -497751.125000 Penalty: 850.383301
	Iteration 16Q: 3 clusters Score -497751.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -497897.375000 Penalty: 850.383301
	Iteration 17Q: 3 clusters Score -497897.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -498025.531250 Penalty: 850.383301
	Iteration 18Q: 3 clusters Score -498025.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -498156.593750 Penalty: 850.383301
	Iteration 19Q: 3 clusters Score -498156.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -498261.593750 Penalty: 850.383301
	Iteration 20F: 3 clusters Score -498261.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -498355.218750 Penalty: 850.383301
	Iteration 21Q: 3 clusters Score -498355.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -498444.250000 Penalty: 850.383301
	Iteration 22Q: 3 clusters Score -498444.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -498535.531250 Penalty: 850.383301
	Iteration 23Q: 3 clusters Score -498535.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -498616.687500 Penalty: 850.383301
	Iteration 24Q: 3 clusters Score -498616.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -498703.437500 Penalty: 850.383301
	Iteration 25Q: 3 clusters Score -498703.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -498785.593750 Penalty: 850.383301
	Iteration 26Q: 3 clusters Score -498785.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -498846.437500 Penalty: 850.383301
	Iteration 27Q: 3 clusters Score -498846.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -498873.593750 Penalty: 850.383301
	Iteration 28Q: 3 clusters Score -498873.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -498885.375000 Penalty: 850.383301
	Iteration 29Q: 3 clusters Score -498885.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -498891.343750 Penalty: 850.383301
	Iteration 30Q: 3 clusters Score -498891.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -498896.937500 Penalty: 850.383301
	Iteration 31Q: 3 clusters Score -498896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -498900.000000 Penalty: 850.383301
	Iteration 32Q: 3 clusters Score -498900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -498903.187500 Penalty: 850.383301
	Iteration 33Q: 3 clusters Score -498903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -498904.531250 Penalty: 850.383301
	Iteration 34Q: 3 clusters Score -498904.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -498904.500000 Penalty: 850.383301
	Iteration 35Q: 3 clusters Score -498904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -498903.625000 Penalty: 850.383301
	Iteration 36Q: 3 clusters Score -498903.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -498904.343750 Penalty: 850.383301
	Iteration 37Q: 3 clusters Score -498904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -498907.406250 Penalty: 850.383301
	Iteration 38Q: 3 clusters Score -498907.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -498908.906250 Penalty: 850.383301
	Iteration 39Q: 3 clusters Score -498908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -498912.187500 Penalty: 850.383301
	Iteration 40F: 3 clusters Score -498912.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -498913.718750 Penalty: 850.383301
	Iteration 41Q: 3 clusters Score -498913.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -498916.593750 Penalty: 850.383301
	Iteration 42Q: 3 clusters Score -498916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -498917.187500 Penalty: 850.383301
	Iteration 43Q: 3 clusters Score -498917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -498919.156250 Penalty: 850.383301
	Iteration 44Q: 3 clusters Score -498919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -498918.500000 Penalty: 850.383301
	Iteration 45Q: 3 clusters Score -498918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -498918.125000 Penalty: 850.383301
	Iteration 46Q: 3 clusters Score -498918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -498918.812500 Penalty: 850.383301
	Iteration 47Q: 3 clusters Score -498918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -498918.531250 Penalty: 850.383301
	Iteration 48Q: 3 clusters Score -498918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -498919.968750 Penalty: 850.383301
	Iteration 49Q: 3 clusters Score -498920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -498921.093750 Penalty: 850.383301
	Iteration 50Q: 3 clusters Score -498921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -498920.781250 Penalty: 850.383301
	Iteration 51Q: 3 clusters Score -498920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -498921.218750 Penalty: 850.383301
	Iteration 52Q: 3 clusters Score -498921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -498921.656250 Penalty: 850.383301
	Iteration 53Q: 3 clusters Score -498921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -498921.312500 Penalty: 850.383301
	Iteration 54Q: 3 clusters Score -498921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -498922.218750 Penalty: 850.383301
	Iteration 55Q: 3 clusters Score -498922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -498922.218750 Penalty: 850.383301
	Iteration 56F: 3 clusters Score -498922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224432 members 
Entering Unmasked Estep 
Score: -9776837.000000 Penalty: 560.620422
	Iteration 0F: 2 clusters Score -9776837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -9624203.000000 Penalty: 1121.240845
	Iteration 0F: 3 clusters Score -9624203 nChanged 110495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -9694019.000000 Penalty: 1121.240845
	Iteration 1F: 3 clusters Score -9694019 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103679 members 
Mstep: Class 2 contains 120753 members 
Entering Unmasked Estep 
Score: -9698721.000000 Penalty: 1121.240845
	Iteration 2Q: 3 clusters Score -9698721 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -9707474.000000 Penalty: 1121.240845
	Iteration 3F: 3 clusters Score -9707474 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 134148 members 
Entering Unmasked Estep 
Score: -9721931.000000 Penalty: 1121.240845
	Iteration 4F: 3 clusters Score -9721931 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -9738435.000000 Penalty: 1121.240845
	Iteration 5F: 3 clusters Score -9738435 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 145031 members 
Entering Unmasked Estep 
Score: -9749367.000000 Penalty: 1121.240845
	Iteration 6F: 3 clusters Score -9749367 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -9755448.000000 Penalty: 1121.240845
	Iteration 7Q: 3 clusters Score -9755448 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 150702 members 
Entering Unmasked Estep 
Score: -9760674.000000 Penalty: 1121.240845
	Iteration 8Q: 3 clusters Score -9760674 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -9765382.000000 Penalty: 1121.240845
	Iteration 9Q: 3 clusters Score -9765382 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 154235 members 
Entering Unmasked Estep 
Score: -9768999.000000 Penalty: 1121.240845
	Iteration 10Q: 3 clusters Score -9768999 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -9771343.000000 Penalty: 1121.240845
	Iteration 11Q: 3 clusters Score -9771343 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -9772639.000000 Penalty: 1121.240845
	Iteration 12Q: 3 clusters Score -9772639 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -9773409.000000 Penalty: 1121.240845
	Iteration 13Q: 3 clusters Score -9773409 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 157736 members 
Entering Unmasked Estep 
Score: -9773766.000000 Penalty: 1121.240845
	Iteration 14Q: 3 clusters Score -9773766 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -9774007.000000 Penalty: 1121.240845
	Iteration 15Q: 3 clusters Score -9774007 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -9774192.000000 Penalty: 1121.240845
	Iteration 16Q: 3 clusters Score -9774192 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 159905 members 
Entering Unmasked Estep 
Score: -9774305.000000 Penalty: 1121.240845
	Iteration 17Q: 3 clusters Score -9774305 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -9774404.000000 Penalty: 1121.240845
	Iteration 18Q: 3 clusters Score -9774404 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -9774492.000000 Penalty: 1121.240845
	Iteration 19Q: 3 clusters Score -9774492 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 162169 members 
Entering Unmasked Estep 
Score: -9774611.000000 Penalty: 1121.240845
	Iteration 20F: 3 clusters Score -9774611 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -9774625.000000 Penalty: 1121.240845
	Iteration 21Q: 3 clusters Score -9774625 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -9774709.000000 Penalty: 1121.240845
	Iteration 22Q: 3 clusters Score -9774709 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -9774773.000000 Penalty: 1121.240845
	Iteration 23Q: 3 clusters Score -9774773 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 165304 members 
Entering Unmasked Estep 
Score: -9774811.000000 Penalty: 1121.240845
	Iteration 24Q: 3 clusters Score -9774811 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -9774915.000000 Penalty: 1121.240845
	Iteration 25Q: 3 clusters Score -9774915 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 166830 members 
Entering Unmasked Estep 
Score: -9774994.000000 Penalty: 1121.240845
	Iteration 26Q: 3 clusters Score -9774994 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -9775092.000000 Penalty: 1121.240845
	Iteration 27Q: 3 clusters Score -9775092 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -9775203.000000 Penalty: 1121.240845
	Iteration 28Q: 3 clusters Score -9775203 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -9775189.000000 Penalty: 1121.240845
	Iteration 29Q: 3 clusters Score -9775189 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -9775256.000000 Penalty: 1121.240845
	Iteration 30Q: 3 clusters Score -9775256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -9775316.000000 Penalty: 1121.240845
	Iteration 31Q: 3 clusters Score -9775316 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -9775366.000000 Penalty: 1121.240845
	Iteration 32Q: 3 clusters Score -9775366 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -9775448.000000 Penalty: 1121.240845
	Iteration 33Q: 3 clusters Score -9775448 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 172203 members 
Entering Unmasked Estep 
Score: -9775503.000000 Penalty: 1121.240845
	Iteration 34Q: 3 clusters Score -9775503 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -9775549.000000 Penalty: 1121.240845
	Iteration 35Q: 3 clusters Score -9775549 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -9775592.000000 Penalty: 1121.240845
	Iteration 36Q: 3 clusters Score -9775592 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -9775623.000000 Penalty: 1121.240845
	Iteration 37Q: 3 clusters Score -9775623 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 174548 members 
Entering Unmasked Estep 
Score: -9775715.000000 Penalty: 1121.240845
	Iteration 38Q: 3 clusters Score -9775715 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -9775749.000000 Penalty: 1121.240845
	Iteration 39Q: 3 clusters Score -9775749 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -9775769.000000 Penalty: 1121.240845
	Iteration 40F: 3 clusters Score -9775769 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 176114 members 
Entering Unmasked Estep 
Score: -9775815.000000 Penalty: 1121.240845
	Iteration 41Q: 3 clusters Score -9775815 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -9775832.000000 Penalty: 1121.240845
	Iteration 42Q: 3 clusters Score -9775832 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 177003 members 
Entering Unmasked Estep 
Score: -9775880.000000 Penalty: 1121.240845
	Iteration 43Q: 3 clusters Score -9775880 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 177405 members 
Entering Unmasked Estep 
Score: -9775921.000000 Penalty: 1121.240845
	Iteration 44Q: 3 clusters Score -9775921 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 177783 members 
Entering Unmasked Estep 
Score: -9775909.000000 Penalty: 1121.240845
	Iteration 45Q: 3 clusters Score -9775909 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -9775960.000000 Penalty: 1121.240845
	Iteration 46Q: 3 clusters Score -9775960 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 178564 members 
Entering Unmasked Estep 
Score: -9776020.000000 Penalty: 1121.240845
	Iteration 47Q: 3 clusters Score -9776020 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 178933 members 
Entering Unmasked Estep 
Score: -9776048.000000 Penalty: 1121.240845
	Iteration 48Q: 3 clusters Score -9776048 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -9776067.000000 Penalty: 1121.240845
	Iteration 49Q: 3 clusters Score -9776067 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -9776075.000000 Penalty: 1121.240845
	Iteration 50Q: 3 clusters Score -9776075 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -9776060.000000 Penalty: 1121.240845
	Iteration 51Q: 3 clusters Score -9776060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 180250 members 
Entering Unmasked Estep 
Score: -9776059.000000 Penalty: 1121.240845
	Iteration 52Q: 3 clusters Score -9776059 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -9776106.000000 Penalty: 1121.240845
	Iteration 53Q: 3 clusters Score -9776106 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -9776113.000000 Penalty: 1121.240845
	Iteration 54Q: 3 clusters Score -9776113 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 181130 members 
Entering Unmasked Estep 
Score: -9776138.000000 Penalty: 1121.240845
	Iteration 55Q: 3 clusters Score -9776138 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -9776191.000000 Penalty: 1121.240845
	Iteration 56Q: 3 clusters Score -9776191 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -9776189.000000 Penalty: 1121.240845
	Iteration 57Q: 3 clusters Score -9776189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -9776220.000000 Penalty: 1121.240845
	Iteration 58Q: 3 clusters Score -9776220 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 182352 members 
Entering Unmasked Estep 
Score: -9776226.000000 Penalty: 1121.240845
	Iteration 59Q: 3 clusters Score -9776226 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 182616 members 
Entering Unmasked Estep 
Score: -9776203.000000 Penalty: 1121.240845
	Iteration 60F: 3 clusters Score -9776203 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 182897 members 
Entering Unmasked Estep 
Score: -9776200.000000 Penalty: 1121.240845
	Iteration 61Q: 3 clusters Score -9776200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 183197 members 
Entering Unmasked Estep 
Score: -9776207.000000 Penalty: 1121.240845
	Iteration 62Q: 3 clusters Score -9776207 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 183447 members 
Entering Unmasked Estep 
Score: -9776210.000000 Penalty: 1121.240845
	Iteration 63Q: 3 clusters Score -9776210 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 183682 members 
Entering Unmasked Estep 
Score: -9776206.000000 Penalty: 1121.240845
	Iteration 64Q: 3 clusters Score -9776206 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 183904 members 
Entering Unmasked Estep 
Score: -9776209.000000 Penalty: 1121.240845
	Iteration 65Q: 3 clusters Score -9776209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -9776217.000000 Penalty: 1121.240845
	Iteration 66Q: 3 clusters Score -9776217 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 184347 members 
Entering Unmasked Estep 
Score: -9776212.000000 Penalty: 1121.240845
	Iteration 67Q: 3 clusters Score -9776212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -9776218.000000 Penalty: 1121.240845
	Iteration 68Q: 3 clusters Score -9776218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -9776214.000000 Penalty: 1121.240845
	Iteration 69Q: 3 clusters Score -9776214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -9776224.000000 Penalty: 1121.240845
	Iteration 70Q: 3 clusters Score -9776224 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 185131 members 
Entering Unmasked Estep 
Score: -9776219.000000 Penalty: 1121.240845
	Iteration 71Q: 3 clusters Score -9776219 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -9776252.000000 Penalty: 1121.240845
	Iteration 72Q: 3 clusters Score -9776252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -9776268.000000 Penalty: 1121.240845
	Iteration 73Q: 3 clusters Score -9776268 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 185845 members 
Entering Unmasked Estep 
Score: -9776283.000000 Penalty: 1121.240845
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 186062 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9776312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 186291 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9776348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 186690 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9776346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 186872 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9776358 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -9776401.000000 Penalty: 1121.240845
	Iteration 80F: 3 clusters Score -9776401 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9776402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9776426 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 187616 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 188079 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9776390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 188228 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9776388 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 188373 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9776394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 188678 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9776406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 189098 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9776398 nChanged 118
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Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 189216 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9776392 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9776391 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 189481 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9776386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 189590 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9776387 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9776378 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 189798 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9776383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 189908 members 
Entering Unmasked Estep 
Score: -9776381.000000 Penalty: 1121.240845
	Iteration 100F: 3 clusters Score -9776381 nChanged 97
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Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9776351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 190118 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9776373 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 190241 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9776386 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 190493 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 190631 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9776407 nChanged 140
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Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9776413 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 190936 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9776401 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 191097 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9776414 nChanged 150
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Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 191382 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9776384 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 191504 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 191637 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9776392 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9776426 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 191959 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9776424 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 192057 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 192171 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9776443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 192288 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9776438 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 192422 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9776442 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 192533 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9776444 nChanged 104
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Mstep: Class 2 contains 192637 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9776447 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 192825 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 192928 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 193346 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 193450 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 193565 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 193684 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9776429 nChanged 123
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 194568 members 
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Mstep: Class 2 contains 194733 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 195104 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 195649 members 
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	Iteration 154Q: 3 clusters Score -9776616 nChanged 184
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	Iteration 156Q: 3 clusters Score -9776628 nChanged 181
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	Iteration 164Q: 3 clusters Score -9776668 nChanged 155
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	Iteration 166Q: 3 clusters Score -9776668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 199415 members 
Entering Unmasked Estep 
Score: -9776670.000000 Penalty: 1121.240845
	Iteration 167Q: 3 clusters Score -9776670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 199547 members 
Entering Unmasked Estep 
Score: -9776658.000000 Penalty: 1121.240845
	Iteration 168Q: 3 clusters Score -9776658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 199664 members 
Entering Unmasked Estep 
Score: -9776667.000000 Penalty: 1121.240845
	Iteration 169Q: 3 clusters Score -9776667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 199792 members 
Entering Unmasked Estep 
Score: -9776664.000000 Penalty: 1121.240845
	Iteration 170Q: 3 clusters Score -9776664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 199910 members 
Entering Unmasked Estep 
Score: -9776645.000000 Penalty: 1121.240845
	Iteration 171Q: 3 clusters Score -9776645 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 200028 members 
Entering Unmasked Estep 
Score: -9776652.000000 Penalty: 1121.240845
	Iteration 172Q: 3 clusters Score -9776652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -9776668.000000 Penalty: 1121.240845
	Iteration 173Q: 3 clusters Score -9776668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 200248 members 
Entering Unmasked Estep 
Score: -9776669.000000 Penalty: 1121.240845
	Iteration 174Q: 3 clusters Score -9776669 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 200360 members 
Entering Unmasked Estep 
Score: -9776701.000000 Penalty: 1121.240845
	Iteration 175Q: 3 clusters Score -9776701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 200457 members 
Entering Unmasked Estep 
Score: -9776718.000000 Penalty: 1121.240845
	Iteration 176Q: 3 clusters Score -9776718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 200557 members 
Entering Unmasked Estep 
Score: -9776708.000000 Penalty: 1121.240845
	Iteration 177Q: 3 clusters Score -9776708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 200637 members 
Entering Unmasked Estep 
Score: -9776732.000000 Penalty: 1121.240845
	Iteration 178Q: 3 clusters Score -9776732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -9776740.000000 Penalty: 1121.240845
	Iteration 179Q: 3 clusters Score -9776740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 200786 members 
Entering Unmasked Estep 
Score: -9776735.000000 Penalty: 1121.240845
	Iteration 180F: 3 clusters Score -9776735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 200851 members 
Entering Unmasked Estep 
Score: -9776733.000000 Penalty: 1121.240845
	Iteration 181Q: 3 clusters Score -9776733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 200914 members 
Entering Unmasked Estep 
Score: -9776725.000000 Penalty: 1121.240845
	Iteration 182Q: 3 clusters Score -9776725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 200984 members 
Entering Unmasked Estep 
Score: -9776736.000000 Penalty: 1121.240845
	Iteration 183Q: 3 clusters Score -9776736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 201028 members 
Entering Unmasked Estep 
Score: -9776736.000000 Penalty: 1121.240845
	Iteration 184Q: 3 clusters Score -9776736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 201066 members 
Entering Unmasked Estep 
Score: -9776742.000000 Penalty: 1121.240845
	Iteration 185Q: 3 clusters Score -9776742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 201114 members 
Entering Unmasked Estep 
Score: -9776734.000000 Penalty: 1121.240845
	Iteration 186Q: 3 clusters Score -9776734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 201161 members 
Entering Unmasked Estep 
Score: -9776745.000000 Penalty: 1121.240845
	Iteration 187Q: 3 clusters Score -9776745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 201220 members 
Entering Unmasked Estep 
Score: -9776763.000000 Penalty: 1121.240845
	Iteration 188Q: 3 clusters Score -9776763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 201272 members 
Entering Unmasked Estep 
Score: -9776760.000000 Penalty: 1121.240845
	Iteration 189Q: 3 clusters Score -9776760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 201319 members 
Entering Unmasked Estep 
Score: -9776761.000000 Penalty: 1121.240845
	Iteration 190Q: 3 clusters Score -9776761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 201380 members 
Entering Unmasked Estep 
Score: -9776765.000000 Penalty: 1121.240845
	Iteration 191Q: 3 clusters Score -9776765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 201440 members 
Entering Unmasked Estep 
Score: -9776781.000000 Penalty: 1121.240845
	Iteration 192Q: 3 clusters Score -9776781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 201498 members 
Entering Unmasked Estep 
Score: -9776784.000000 Penalty: 1121.240845
	Iteration 193Q: 3 clusters Score -9776784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 201547 members 
Entering Unmasked Estep 
Score: -9776803.000000 Penalty: 1121.240845
	Iteration 194Q: 3 clusters Score -9776803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 201589 members 
Entering Unmasked Estep 
Score: -9776802.000000 Penalty: 1121.240845
	Iteration 195Q: 3 clusters Score -9776802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 201633 members 
Entering Unmasked Estep 
Score: -9776800.000000 Penalty: 1121.240845
	Iteration 196Q: 3 clusters Score -9776800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 201668 members 
Entering Unmasked Estep 
Score: -9776792.000000 Penalty: 1121.240845
	Iteration 197Q: 3 clusters Score -9776792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -9776799.000000 Penalty: 1121.240845
	Iteration 198Q: 3 clusters Score -9776799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 201744 members 
Entering Unmasked Estep 
Score: -9776805.000000 Penalty: 1121.240845
	Iteration 199Q: 3 clusters Score -9776805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 201775 members 
Entering Unmasked Estep 
Score: -9776803.000000 Penalty: 1121.240845
	Iteration 200F: 3 clusters Score -9776803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 201802 members 
Entering Unmasked Estep 
Score: -9776799.000000 Penalty: 1121.240845
	Iteration 201Q: 3 clusters Score -9776799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 201828 members 
Entering Unmasked Estep 
Score: -9776797.000000 Penalty: 1121.240845
	Iteration 202Q: 3 clusters Score -9776797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 201855 members 
Entering Unmasked Estep 
Score: -9776801.000000 Penalty: 1121.240845
	Iteration 203Q: 3 clusters Score -9776801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 201889 members 
Entering Unmasked Estep 
Score: -9776800.000000 Penalty: 1121.240845
	Iteration 204Q: 3 clusters Score -9776800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 201931 members 
Entering Unmasked Estep 
Score: -9776813.000000 Penalty: 1121.240845
	Iteration 205Q: 3 clusters Score -9776813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 201966 members 
Entering Unmasked Estep 
Score: -9776821.000000 Penalty: 1121.240845
	Iteration 206Q: 3 clusters Score -9776821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 202000 members 
Entering Unmasked Estep 
Score: -9776827.000000 Penalty: 1121.240845
	Iteration 207Q: 3 clusters Score -9776827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 202037 members 
Entering Unmasked Estep 
Score: -9776841.000000 Penalty: 1121.240845
	Iteration 208Q: 3 clusters Score -9776841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 202068 members 
Entering Unmasked Estep 
Score: -9776839.000000 Penalty: 1121.240845
	Iteration 209Q: 3 clusters Score -9776839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 202101 members 
Entering Unmasked Estep 
Score: -9776845.000000 Penalty: 1121.240845
	Iteration 210Q: 3 clusters Score -9776845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 202136 members 
Entering Unmasked Estep 
Score: -9776839.000000 Penalty: 1121.240845
	Iteration 211Q: 3 clusters Score -9776839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 202171 members 
Entering Unmasked Estep 
Score: -9776849.000000 Penalty: 1121.240845
	Iteration 212Q: 3 clusters Score -9776849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 202207 members 
Entering Unmasked Estep 
Score: -9776855.000000 Penalty: 1121.240845
	Iteration 213Q: 3 clusters Score -9776855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -9776853.000000 Penalty: 1121.240845
	Iteration 214Q: 3 clusters Score -9776853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 202261 members 
Entering Unmasked Estep 
Score: -9776856.000000 Penalty: 1121.240845
	Iteration 215Q: 3 clusters Score -9776856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 202284 members 
Entering Unmasked Estep 
Score: -9776854.000000 Penalty: 1121.240845
	Iteration 216Q: 3 clusters Score -9776854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 202298 members 
Entering Unmasked Estep 
Score: -9776862.000000 Penalty: 1121.240845
	Iteration 217Q: 3 clusters Score -9776862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 202310 members 
Entering Unmasked Estep 
Score: -9776854.000000 Penalty: 1121.240845
	Iteration 218Q: 3 clusters Score -9776854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 202323 members 
Entering Unmasked Estep 
Score: -9776859.000000 Penalty: 1121.240845
	Iteration 219Q: 3 clusters Score -9776859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 202335 members 
Entering Unmasked Estep 
Score: -9776855.000000 Penalty: 1121.240845
	Iteration 220F: 3 clusters Score -9776855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 202350 members 
Entering Unmasked Estep 
Score: -9776869.000000 Penalty: 1121.240845
	Iteration 221Q: 3 clusters Score -9776869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 202362 members 
Entering Unmasked Estep 
Score: -9776858.000000 Penalty: 1121.240845
	Iteration 222Q: 3 clusters Score -9776858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 202369 members 
Entering Unmasked Estep 
Score: -9776873.000000 Penalty: 1121.240845
	Iteration 223Q: 3 clusters Score -9776873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 202375 members 
Entering Unmasked Estep 
Score: -9776867.000000 Penalty: 1121.240845
	Iteration 224Q: 3 clusters Score -9776867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 202381 members 
Entering Unmasked Estep 
Score: -9776870.000000 Penalty: 1121.240845
	Iteration 225Q: 3 clusters Score -9776870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 202391 members 
Entering Unmasked Estep 
Score: -9776881.000000 Penalty: 1121.240845
	Iteration 226Q: 3 clusters Score -9776881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 202401 members 
Entering Unmasked Estep 
Score: -9776877.000000 Penalty: 1121.240845
	Iteration 227Q: 3 clusters Score -9776877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -9776875.000000 Penalty: 1121.240845
	Iteration 228Q: 3 clusters Score -9776875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -9776875.000000 Penalty: 1121.240845
	Iteration 229F: 3 clusters Score -9776875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 355817 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 50503 members 
Mstep: Class 12 contains 202404 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 249528 members 
Entering Unmasked Estep 
Score: -46917988.000000 Penalty: 14572.699219
Splitting cluster 19 changes total score from -46918780.000000 to -46917988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -26099.130859 Penalty: 291.287231
	Iteration 0F: 2 clusters Score -26099.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25523.076172 Penalty: 582.574463
	Iteration 0F: 3 clusters Score -25523.08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25673.652344 Penalty: 582.574463
	Iteration 1F: 3 clusters Score -25673.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25737.548828 Penalty: 582.574463
	Iteration 2F: 3 clusters Score -25737.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25767.013672 Penalty: 582.574463
	Iteration 3Q: 3 clusters Score -25767.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25794.136719 Penalty: 582.574463
	Iteration 4Q: 3 clusters Score -25794.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25808.324219 Penalty: 582.574463
	Iteration 5Q: 3 clusters Score -25808.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25817.070312 Penalty: 582.574463
	Iteration 6Q: 3 clusters Score -25817.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25821.162109 Penalty: 582.574463
	Iteration 7Q: 3 clusters Score -25821.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25827.101562 Penalty: 582.574463
	Iteration 8Q: 3 clusters Score -25827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25831.865234 Penalty: 582.574463
	Iteration 9Q: 3 clusters Score -25831.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25840.568359 Penalty: 582.574463
	Iteration 10Q: 3 clusters Score -25840.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25849.658203 Penalty: 582.574463
	Iteration 11Q: 3 clusters Score -25849.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25853.720703 Penalty: 582.574463
	Iteration 12Q: 3 clusters Score -25853.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25855.884766 Penalty: 582.574463
	Iteration 13Q: 3 clusters Score -25855.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25855.982422 Penalty: 582.574463
	Iteration 14Q: 3 clusters Score -25855.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25855.982422 Penalty: 582.574463
	Iteration 15F: 3 clusters Score -25855.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -46848.433594 Penalty: 319.337280
	Iteration 0F: 2 clusters Score -46848.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -45974.941406 Penalty: 638.674561
	Iteration 0F: 3 clusters Score -45974.94 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -46218.519531 Penalty: 638.674561
	Iteration 1F: 3 clusters Score -46218.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46260.183594 Penalty: 638.674561
	Iteration 2F: 3 clusters Score -46260.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -46279.457031 Penalty: 638.674561
	Iteration 3Q: 3 clusters Score -46279.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46301.027344 Penalty: 638.674561
	Iteration 4Q: 3 clusters Score -46301.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -46327.703125 Penalty: 638.674561
	Iteration 5Q: 3 clusters Score -46327.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -46360.535156 Penalty: 638.674561
	Iteration 6Q: 3 clusters Score -46360.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46403.558594 Penalty: 638.674561
	Iteration 7Q: 3 clusters Score -46403.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46450.562500 Penalty: 638.674561
	Iteration 8Q: 3 clusters Score -46450.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -46496.554688 Penalty: 638.674561
	Iteration 9F: 3 clusters Score -46496.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46532.691406 Penalty: 638.674561
	Iteration 10F: 3 clusters Score -46532.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46558.000000 Penalty: 638.674561
	Iteration 11Q: 3 clusters Score -46558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46577.382812 Penalty: 638.674561
	Iteration 12Q: 3 clusters Score -46577.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46592.566406 Penalty: 638.674561
	Iteration 13Q: 3 clusters Score -46592.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46605.246094 Penalty: 638.674561
	Iteration 14Q: 3 clusters Score -46605.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46621.992188 Penalty: 638.674561
	Iteration 15Q: 3 clusters Score -46621.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46632.667969 Penalty: 638.674561
	Iteration 16Q: 3 clusters Score -46632.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46638.480469 Penalty: 638.674561
	Iteration 17Q: 3 clusters Score -46638.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46641.570312 Penalty: 638.674561
	Iteration 18Q: 3 clusters Score -46641.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46648.906250 Penalty: 638.674561
	Iteration 19Q: 3 clusters Score -46648.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46654.878906 Penalty: 638.674561
	Iteration 20F: 3 clusters Score -46654.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46659.636719 Penalty: 638.674561
	Iteration 21Q: 3 clusters Score -46659.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46663.914062 Penalty: 638.674561
	Iteration 22Q: 3 clusters Score -46663.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46669.394531 Penalty: 638.674561
	Iteration 23Q: 3 clusters Score -46669.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46675.882812 Penalty: 638.674561
	Iteration 24Q: 3 clusters Score -46675.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46682.210938 Penalty: 638.674561
	Iteration 25Q: 3 clusters Score -46682.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46688.070312 Penalty: 638.674561
	Iteration 26Q: 3 clusters Score -46688.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46692.898438 Penalty: 638.674561
	Iteration 27Q: 3 clusters Score -46692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46700.601562 Penalty: 638.674561
	Iteration 28Q: 3 clusters Score -46700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46704.046875 Penalty: 638.674561
	Iteration 29Q: 3 clusters Score -46704.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46706.363281 Penalty: 638.674561
	Iteration 30Q: 3 clusters Score -46706.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46709.316406 Penalty: 638.674561
	Iteration 31Q: 3 clusters Score -46709.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46710.398438 Penalty: 638.674561
	Iteration 32Q: 3 clusters Score -46710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46711.921875 Penalty: 638.674561
	Iteration 33Q: 3 clusters Score -46711.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46713.843750 Penalty: 638.674561
	Iteration 34Q: 3 clusters Score -46713.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46714.933594 Penalty: 638.674561
	Iteration 35Q: 3 clusters Score -46714.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46715.281250 Penalty: 638.674561
	Iteration 36Q: 3 clusters Score -46715.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46716.132812 Penalty: 638.674561
	Iteration 37Q: 3 clusters Score -46716.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46716.378906 Penalty: 638.674561
	Iteration 38Q: 3 clusters Score -46716.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46716.703125 Penalty: 638.674561
	Iteration 39Q: 3 clusters Score -46716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46716.703125 Penalty: 638.674561
	Iteration 40F: 3 clusters Score -46716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -217350.562500 Penalty: 387.976013
	Iteration 0F: 2 clusters Score -217350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -213965.359375 Penalty: 775.952026
	Iteration 0F: 3 clusters Score -213965.4 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -215194.484375 Penalty: 775.952026
	Iteration 1F: 3 clusters Score -215194.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -215321.078125 Penalty: 775.952026
	Iteration 2F: 3 clusters Score -215321.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -215500.515625 Penalty: 775.952026
	Iteration 3F: 3 clusters Score -215500.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -215763.281250 Penalty: 775.952026
	Iteration 4F: 3 clusters Score -215763.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216136.140625 Penalty: 775.952026
	Iteration 5F: 3 clusters Score -216136.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -216515.218750 Penalty: 775.952026
	Iteration 6F: 3 clusters Score -216515.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -216778.968750 Penalty: 775.952026
	Iteration 7Q: 3 clusters Score -216779 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -216898.781250 Penalty: 775.952026
	Iteration 8Q: 3 clusters Score -216898.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -216957.593750 Penalty: 775.952026
	Iteration 9Q: 3 clusters Score -216957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -216979.312500 Penalty: 775.952026
	Iteration 10Q: 3 clusters Score -216979.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -216993.890625 Penalty: 775.952026
	Iteration 11Q: 3 clusters Score -216993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -217002.250000 Penalty: 775.952026
	Iteration 12Q: 3 clusters Score -217002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -217004.359375 Penalty: 775.952026
	Iteration 13Q: 3 clusters Score -217004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -217007.187500 Penalty: 775.952026
	Iteration 14Q: 3 clusters Score -217007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -217009.406250 Penalty: 775.952026
	Iteration 15Q: 3 clusters Score -217009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -217013.093750 Penalty: 775.952026
	Iteration 16Q: 3 clusters Score -217013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -217014.906250 Penalty: 775.952026
	Iteration 17Q: 3 clusters Score -217014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -217019.703125 Penalty: 775.952026
	Iteration 18Q: 3 clusters Score -217019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -217019.890625 Penalty: 775.952026
	Iteration 19Q: 3 clusters Score -217019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -217019.890625 Penalty: 775.952026
	Iteration 20F: 3 clusters Score -217019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (249528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249528 members 
Entering Unmasked Estep 
Score: -11060365.000000 Penalty: 565.443359
	Iteration 0F: 2 clusters Score -1.106036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 124942 members 
Entering Unmasked Estep 
Score: -10891042.000000 Penalty: 1130.886719
	Iteration 0F: 3 clusters Score -1.089104e+07 nChanged 122862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -10969004.000000 Penalty: 1130.886719
	Iteration 1F: 3 clusters Score -1.0969e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 142319 members 
Entering Unmasked Estep 
Score: -10974786.000000 Penalty: 1130.886719
	Iteration 2Q: 3 clusters Score -1.097479e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -10984441.000000 Penalty: 1130.886719
	Iteration 3F: 3 clusters Score -1.098444e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -10998431.000000 Penalty: 1130.886719
	Iteration 4F: 3 clusters Score -1.099843e+07 nChanged 17260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 168116 members 
Entering Unmasked Estep 
Score: -11014069.000000 Penalty: 1130.886719
	Iteration 5F: 3 clusters Score -1.101407e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -11024155.000000 Penalty: 1130.886719
	Iteration 6F: 3 clusters Score -1.102416e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -11028537.000000 Penalty: 1130.886719
	Iteration 7Q: 3 clusters Score -1.102854e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 179730 members 
Entering Unmasked Estep 
Score: -11032191.000000 Penalty: 1130.886719
	Iteration 8Q: 3 clusters Score -1.103219e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -11036142.000000 Penalty: 1130.886719
	Iteration 9Q: 3 clusters Score -1.103614e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 184876 members 
Entering Unmasked Estep 
Score: -11040832.000000 Penalty: 1130.886719
	Iteration 10Q: 3 clusters Score -1.104083e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -11045622.000000 Penalty: 1130.886719
	Iteration 11Q: 3 clusters Score -1.104562e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -11050125.000000 Penalty: 1130.886719
	Iteration 12Q: 3 clusters Score -1.105012e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 187408 members 
Entering Unmasked Estep 
Score: -11053775.000000 Penalty: 1130.886719
	Iteration 13Q: 3 clusters Score -1.105378e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 187358 members 
Entering Unmasked Estep 
Score: -11056255.000000 Penalty: 1130.886719
	Iteration 14Q: 3 clusters Score -1.105626e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 187294 members 
Entering Unmasked Estep 
Score: -11057787.000000 Penalty: 1130.886719
	Iteration 15Q: 3 clusters Score -1.105779e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 187374 members 
Entering Unmasked Estep 
Score: -11058545.000000 Penalty: 1130.886719
	Iteration 16Q: 3 clusters Score -1.105854e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 187580 members 
Entering Unmasked Estep 
Score: -11058967.000000 Penalty: 1130.886719
	Iteration 17Q: 3 clusters Score -1.105897e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 187855 members 
Entering Unmasked Estep 
Score: -11059222.000000 Penalty: 1130.886719
	Iteration 18Q: 3 clusters Score -1.105922e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 188145 members 
Entering Unmasked Estep 
Score: -11059364.000000 Penalty: 1130.886719
	Iteration 19Q: 3 clusters Score -1.105936e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 188442 members 
Entering Unmasked Estep 
Score: -11059803.000000 Penalty: 1130.886719
	Iteration 20F: 3 clusters Score -1.10598e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 188455 members 
Entering Unmasked Estep 
Score: -11059925.000000 Penalty: 1130.886719
	Iteration 21Q: 3 clusters Score -1.105992e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 188519 members 
Entering Unmasked Estep 
Score: -11059954.000000 Penalty: 1130.886719
	Iteration 22Q: 3 clusters Score -1.105995e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 188573 members 
Entering Unmasked Estep 
Score: -11059953.000000 Penalty: 1130.886719
	Iteration 23Q: 3 clusters Score -1.105995e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 188674 members 
Entering Unmasked Estep 
Score: -11059941.000000 Penalty: 1130.886719
	Iteration 24Q: 3 clusters Score -1.105994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -11059944.000000 Penalty: 1130.886719
	Iteration 25Q: 3 clusters Score -1.105994e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -11059972.000000 Penalty: 1130.886719
	Iteration 26Q: 3 clusters Score -1.105997e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 188908 members 
Entering Unmasked Estep 
Score: -11059982.000000 Penalty: 1130.886719
	Iteration 27Q: 3 clusters Score -1.105998e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 188972 members 
Entering Unmasked Estep 
Score: -11060002.000000 Penalty: 1130.886719
	Iteration 28Q: 3 clusters Score -1.106e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 189022 members 
Entering Unmasked Estep 
Score: -11059999.000000 Penalty: 1130.886719
	Iteration 29Q: 3 clusters Score -1.106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 189083 members 
Entering Unmasked Estep 
Score: -11059977.000000 Penalty: 1130.886719
	Iteration 30Q: 3 clusters Score -1.105998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 189141 members 
Entering Unmasked Estep 
Score: -11059991.000000 Penalty: 1130.886719
	Iteration 31Q: 3 clusters Score -1.105999e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -11059997.000000 Penalty: 1130.886719
	Iteration 32Q: 3 clusters Score -1.106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 189271 members 
Entering Unmasked Estep 
Score: -11060003.000000 Penalty: 1130.886719
	Iteration 33Q: 3 clusters Score -1.106e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -11060002.000000 Penalty: 1130.886719
	Iteration 34Q: 3 clusters Score -1.106e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 189400 members 
Entering Unmasked Estep 
Score: -11060008.000000 Penalty: 1130.886719
	Iteration 35Q: 3 clusters Score -1.106001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -11060009.000000 Penalty: 1130.886719
	Iteration 36Q: 3 clusters Score -1.106001e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -11060011.000000 Penalty: 1130.886719
	Iteration 37Q: 3 clusters Score -1.106001e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -11059998.000000 Penalty: 1130.886719
	Iteration 38Q: 3 clusters Score -1.106e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 189663 members 
Entering Unmasked Estep 
Score: -11060002.000000 Penalty: 1130.886719
	Iteration 39Q: 3 clusters Score -1.106e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 189731 members 
Entering Unmasked Estep 
Score: -11060000.000000 Penalty: 1130.886719
	Iteration 40F: 3 clusters Score -1.106e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 189791 members 
Entering Unmasked Estep 
Score: -11060002.000000 Penalty: 1130.886719
	Iteration 41Q: 3 clusters Score -1.106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 189843 members 
Entering Unmasked Estep 
Score: -11060011.000000 Penalty: 1130.886719
	Iteration 42Q: 3 clusters Score -1.106001e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 189890 members 
Entering Unmasked Estep 
Score: -11060007.000000 Penalty: 1130.886719
	Iteration 43Q: 3 clusters Score -1.106001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -11060006.000000 Penalty: 1130.886719
	Iteration 44Q: 3 clusters Score -1.106001e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -11060015.000000 Penalty: 1130.886719
	Iteration 45Q: 3 clusters Score -1.106002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -11060016.000000 Penalty: 1130.886719
	Iteration 46Q: 3 clusters Score -1.106002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 190026 members 
Entering Unmasked Estep 
Score: -11060009.000000 Penalty: 1130.886719
	Iteration 47Q: 3 clusters Score -1.106001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 190052 members 
Entering Unmasked Estep 
Score: -11060007.000000 Penalty: 1130.886719
	Iteration 48Q: 3 clusters Score -1.106001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -11060013.000000 Penalty: 1130.886719
	Iteration 49Q: 3 clusters Score -1.106001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 190130 members 
Entering Unmasked Estep 
Score: -11060007.000000 Penalty: 1130.886719
	Iteration 50Q: 3 clusters Score -1.106001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -11060014.000000 Penalty: 1130.886719
	Iteration 51Q: 3 clusters Score -1.106001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 190195 members 
Entering Unmasked Estep 
Score: -11060016.000000 Penalty: 1130.886719
	Iteration 52Q: 3 clusters Score -1.106002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 190236 members 
Entering Unmasked Estep 
Score: -11060011.000000 Penalty: 1130.886719
	Iteration 53Q: 3 clusters Score -1.106001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -11059997.000000 Penalty: 1130.886719
	Iteration 54Q: 3 clusters Score -1.106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -11060001.000000 Penalty: 1130.886719
	Iteration 55Q: 3 clusters Score -1.106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 190361 members 
Entering Unmasked Estep 
Score: -11059997.000000 Penalty: 1130.886719
	Iteration 56Q: 3 clusters Score -1.106e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 190416 members 
Entering Unmasked Estep 
Score: -11059995.000000 Penalty: 1130.886719
	Iteration 57Q: 3 clusters Score -1.106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 190485 members 
Entering Unmasked Estep 
Score: -11060000.000000 Penalty: 1130.886719
	Iteration 58Q: 3 clusters Score -1.106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 190539 members 
Entering Unmasked Estep 
Score: -11060006.000000 Penalty: 1130.886719
	Iteration 59Q: 3 clusters Score -1.106001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -11060001.000000 Penalty: 1130.886719
	Iteration 60F: 3 clusters Score -1.106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 190633 members 
Entering Unmasked Estep 
Score: -11059998.000000 Penalty: 1130.886719
	Iteration 61Q: 3 clusters Score -1.106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -11060010.000000 Penalty: 1130.886719
	Iteration 62Q: 3 clusters Score -1.106001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -11060020.000000 Penalty: 1130.886719
	Iteration 63Q: 3 clusters Score -1.106002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -11060010.000000 Penalty: 1130.886719
	Iteration 64Q: 3 clusters Score -1.106001e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 190798 members 
Entering Unmasked Estep 
Score: -11059995.000000 Penalty: 1130.886719
	Iteration 65Q: 3 clusters Score -1.106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 190843 members 
Entering Unmasked Estep 
Score: -11059999.000000 Penalty: 1130.886719
	Iteration 66Q: 3 clusters Score -1.106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 190885 members 
Entering Unmasked Estep 
Score: -11060012.000000 Penalty: 1130.886719
	Iteration 67Q: 3 clusters Score -1.106001e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -11060018.000000 Penalty: 1130.886719
	Iteration 68Q: 3 clusters Score -1.106002e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 190985 members 
Entering Unmasked Estep 
Score: -11060029.000000 Penalty: 1130.886719
	Iteration 69Q: 3 clusters Score -1.106003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 191035 members 
Entering Unmasked Estep 
Score: -11060024.000000 Penalty: 1130.886719
	Iteration 70Q: 3 clusters Score -1.106002e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 191089 members 
Entering Unmasked Estep 
Score: -11060023.000000 Penalty: 1130.886719
	Iteration 71Q: 3 clusters Score -1.106002e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 191154 members 
Entering Unmasked Estep 
Score: -11060043.000000 Penalty: 1130.886719
	Iteration 72Q: 3 clusters Score -1.106004e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 191224 members 
Entering Unmasked Estep 
Score: -11060026.000000 Penalty: 1130.886719
	Iteration 73Q: 3 clusters Score -1.106003e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 191303 members 
Entering Unmasked Estep 
Score: -11060047.000000 Penalty: 1130.886719
	Iteration 74Q: 3 clusters Score -1.106005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 191386 members 
Entering Unmasked Estep 
Score: -11060034.000000 Penalty: 1130.886719
	Iteration 75Q: 3 clusters Score -1.106003e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 191450 members 
Entering Unmasked Estep 
Score: -11060033.000000 Penalty: 1130.886719
	Iteration 76Q: 3 clusters Score -1.106003e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 191511 members 
Entering Unmasked Estep 
Score: -11060041.000000 Penalty: 1130.886719
	Iteration 77Q: 3 clusters Score -1.106004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 191560 members 
Entering Unmasked Estep 
Score: -11060037.000000 Penalty: 1130.886719
	Iteration 78Q: 3 clusters Score -1.106004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 191608 members 
Entering Unmasked Estep 
Score: -11060042.000000 Penalty: 1130.886719
	Iteration 79Q: 3 clusters Score -1.106004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 191661 members 
Entering Unmasked Estep 
Score: -11060034.000000 Penalty: 1130.886719
	Iteration 80F: 3 clusters Score -1.106003e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 191728 members 
Entering Unmasked Estep 
Score: -11060019.000000 Penalty: 1130.886719
	Iteration 81Q: 3 clusters Score -1.106002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 191800 members 
Entering Unmasked Estep 
Score: -11060024.000000 Penalty: 1130.886719
	Iteration 82Q: 3 clusters Score -1.106002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 191871 members 
Entering Unmasked Estep 
Score: -11060012.000000 Penalty: 1130.886719
	Iteration 83Q: 3 clusters Score -1.106001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 191952 members 
Entering Unmasked Estep 
Score: -11059999.000000 Penalty: 1130.886719
	Iteration 84Q: 3 clusters Score -1.106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 192021 members 
Entering Unmasked Estep 
Score: -11059987.000000 Penalty: 1130.886719
	Iteration 85Q: 3 clusters Score -1.105999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 192082 members 
Entering Unmasked Estep 
Score: -11059992.000000 Penalty: 1130.886719
	Iteration 86Q: 3 clusters Score -1.105999e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 192128 members 
Entering Unmasked Estep 
Score: -11059989.000000 Penalty: 1130.886719
	Iteration 87Q: 3 clusters Score -1.105999e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 192195 members 
Entering Unmasked Estep 
Score: -11059992.000000 Penalty: 1130.886719
	Iteration 88Q: 3 clusters Score -1.105999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 192256 members 
Entering Unmasked Estep 
Score: -11059994.000000 Penalty: 1130.886719
	Iteration 89Q: 3 clusters Score -1.105999e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 192315 members 
Entering Unmasked Estep 
Score: -11059984.000000 Penalty: 1130.886719
	Iteration 90Q: 3 clusters Score -1.105998e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -11060004.000000 Penalty: 1130.886719
	Iteration 91Q: 3 clusters Score -1.106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 192450 members 
Entering Unmasked Estep 
Score: -11060017.000000 Penalty: 1130.886719
	Iteration 92Q: 3 clusters Score -1.106002e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 192526 members 
Entering Unmasked Estep 
Score: -11059990.000000 Penalty: 1130.886719
	Iteration 93Q: 3 clusters Score -1.105999e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 192607 members 
Entering Unmasked Estep 
Score: -11059982.000000 Penalty: 1130.886719
	Iteration 94Q: 3 clusters Score -1.105998e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 192696 members 
Entering Unmasked Estep 
Score: -11059979.000000 Penalty: 1130.886719
	Iteration 95Q: 3 clusters Score -1.105998e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 192777 members 
Entering Unmasked Estep 
Score: -11059999.000000 Penalty: 1130.886719
	Iteration 96Q: 3 clusters Score -1.106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -11059998.000000 Penalty: 1130.886719
	Iteration 97Q: 3 clusters Score -1.106e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -11060009.000000 Penalty: 1130.886719
	Iteration 98Q: 3 clusters Score -1.106001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 193055 members 
Entering Unmasked Estep 
Score: -11060003.000000 Penalty: 1130.886719
	Iteration 99Q: 3 clusters Score -1.106e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -11060009.000000 Penalty: 1130.886719
	Iteration 100F: 3 clusters Score -1.106001e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 193215 members 
Entering Unmasked Estep 
Score: -11060027.000000 Penalty: 1130.886719
	Iteration 101Q: 3 clusters Score -1.106003e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -11060044.000000 Penalty: 1130.886719
	Iteration 102Q: 3 clusters Score -1.106004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 193400 members 
Entering Unmasked Estep 
Score: -11060030.000000 Penalty: 1130.886719
	Iteration 103Q: 3 clusters Score -1.106003e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 193484 members 
Entering Unmasked Estep 
Score: -11060041.000000 Penalty: 1130.886719
	Iteration 104Q: 3 clusters Score -1.106004e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 193571 members 
Entering Unmasked Estep 
Score: -11060052.000000 Penalty: 1130.886719
	Iteration 105Q: 3 clusters Score -1.106005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 193654 members 
Entering Unmasked Estep 
Score: -11060056.000000 Penalty: 1130.886719
	Iteration 106Q: 3 clusters Score -1.106006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 193742 members 
Entering Unmasked Estep 
Score: -11060057.000000 Penalty: 1130.886719
	Iteration 107Q: 3 clusters Score -1.106006e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 193831 members 
Entering Unmasked Estep 
Score: -11060067.000000 Penalty: 1130.886719
	Iteration 108Q: 3 clusters Score -1.106007e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -11060063.000000 Penalty: 1130.886719
	Iteration 109Q: 3 clusters Score -1.106006e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 194026 members 
Entering Unmasked Estep 
Score: -11060068.000000 Penalty: 1130.886719
	Iteration 110Q: 3 clusters Score -1.106007e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 194125 members 
Entering Unmasked Estep 
Score: -11060068.000000 Penalty: 1130.886719
	Iteration 111Q: 3 clusters Score -1.106007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 194213 members 
Entering Unmasked Estep 
Score: -11060049.000000 Penalty: 1130.886719
	Iteration 112Q: 3 clusters Score -1.106005e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -11060049.000000 Penalty: 1130.886719
	Iteration 113Q: 3 clusters Score -1.106005e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 194403 members 
Entering Unmasked Estep 
Score: -11060047.000000 Penalty: 1130.886719
	Iteration 114Q: 3 clusters Score -1.106005e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 194511 members 
Entering Unmasked Estep 
Score: -11060038.000000 Penalty: 1130.886719
	Iteration 115Q: 3 clusters Score -1.106004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -11060019.000000 Penalty: 1130.886719
	Iteration 116Q: 3 clusters Score -1.106002e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 194712 members 
Entering Unmasked Estep 
Score: -11060044.000000 Penalty: 1130.886719
	Iteration 117Q: 3 clusters Score -1.106004e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 194819 members 
Entering Unmasked Estep 
Score: -11060045.000000 Penalty: 1130.886719
	Iteration 118Q: 3 clusters Score -1.106004e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 194925 members 
Entering Unmasked Estep 
Score: -11060057.000000 Penalty: 1130.886719
	Iteration 119Q: 3 clusters Score -1.106006e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 195020 members 
Entering Unmasked Estep 
Score: -11060045.000000 Penalty: 1130.886719
	Iteration 120F: 3 clusters Score -1.106004e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 195115 members 
Entering Unmasked Estep 
Score: -11060050.000000 Penalty: 1130.886719
	Iteration 121Q: 3 clusters Score -1.106005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 195198 members 
Entering Unmasked Estep 
Score: -11060078.000000 Penalty: 1130.886719
	Iteration 122Q: 3 clusters Score -1.106008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.106008e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 195339 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.106009e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 195391 members 
Entering Unmasked Estep 
Score: -11060098.000000 Penalty: 1130.886719
	Iteration 125Q: 3 clusters Score -1.10601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 195471 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.10601e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 195524 members 
Entering Unmasked Estep 
Score: -11060103.000000 Penalty: 1130.886719
	Iteration 127Q: 3 clusters Score -1.10601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 195568 members 
Entering Unmasked Estep 
Score: -11060092.000000 Penalty: 1130.886719
	Iteration 128Q: 3 clusters Score -1.106009e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 195615 members 
Entering Unmasked Estep 
Score: -11060082.000000 Penalty: 1130.886719
	Iteration 129Q: 3 clusters Score -1.106008e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 195659 members 
Entering Unmasked Estep 
Score: -11060077.000000 Penalty: 1130.886719
	Iteration 130Q: 3 clusters Score -1.106008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 195716 members 
Entering Unmasked Estep 
Score: -11060074.000000 Penalty: 1130.886719
	Iteration 131Q: 3 clusters Score -1.106007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -11060067.000000 Penalty: 1130.886719
	Iteration 132Q: 3 clusters Score -1.106007e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -11060079.000000 Penalty: 1130.886719
	Iteration 133Q: 3 clusters Score -1.106008e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 195973 members 
Entering Unmasked Estep 
Score: -11060074.000000 Penalty: 1130.886719
	Iteration 134Q: 3 clusters Score -1.106007e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -11060068.000000 Penalty: 1130.886719
	Iteration 135Q: 3 clusters Score -1.106007e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 196141 members 
Entering Unmasked Estep 
Score: -11060071.000000 Penalty: 1130.886719
	Iteration 136Q: 3 clusters Score -1.106007e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 196225 members 
Entering Unmasked Estep 
Score: -11060089.000000 Penalty: 1130.886719
	Iteration 137Q: 3 clusters Score -1.106009e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 196295 members 
Entering Unmasked Estep 
Score: -11060118.000000 Penalty: 1130.886719
	Iteration 138Q: 3 clusters Score -1.106012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -11060131.000000 Penalty: 1130.886719
	Iteration 139Q: 3 clusters Score -1.106013e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 196406 members 
Entering Unmasked Estep 
Score: -11060124.000000 Penalty: 1130.886719
	Iteration 140F: 3 clusters Score -1.106012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 196459 members 
Entering Unmasked Estep 
Score: -11060110.000000 Penalty: 1130.886719
	Iteration 141Q: 3 clusters Score -1.106011e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -11060126.000000 Penalty: 1130.886719
	Iteration 142Q: 3 clusters Score -1.106013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 196569 members 
Entering Unmasked Estep 
Score: -11060126.000000 Penalty: 1130.886719
	Iteration 143Q: 3 clusters Score -1.106013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 196615 members 
Entering Unmasked Estep 
Score: -11060119.000000 Penalty: 1130.886719
	Iteration 144Q: 3 clusters Score -1.106012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -11060116.000000 Penalty: 1130.886719
	Iteration 145Q: 3 clusters Score -1.106012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -11060111.000000 Penalty: 1130.886719
	Iteration 146Q: 3 clusters Score -1.106011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 196735 members 
Entering Unmasked Estep 
Score: -11060108.000000 Penalty: 1130.886719
	Iteration 147Q: 3 clusters Score -1.106011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 196776 members 
Entering Unmasked Estep 
Score: -11060120.000000 Penalty: 1130.886719
	Iteration 148Q: 3 clusters Score -1.106012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 196814 members 
Entering Unmasked Estep 
Score: -11060128.000000 Penalty: 1130.886719
	Iteration 149Q: 3 clusters Score -1.106013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 196852 members 
Entering Unmasked Estep 
Score: -11060131.000000 Penalty: 1130.886719
	Iteration 150Q: 3 clusters Score -1.106013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 196893 members 
Entering Unmasked Estep 
Score: -11060147.000000 Penalty: 1130.886719
	Iteration 151Q: 3 clusters Score -1.106015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -11060157.000000 Penalty: 1130.886719
	Iteration 152Q: 3 clusters Score -1.106016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 196969 members 
Entering Unmasked Estep 
Score: -11060167.000000 Penalty: 1130.886719
	Iteration 153Q: 3 clusters Score -1.106017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 197004 members 
Entering Unmasked Estep 
Score: -11060154.000000 Penalty: 1130.886719
	Iteration 154Q: 3 clusters Score -1.106015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 197038 members 
Entering Unmasked Estep 
Score: -11060159.000000 Penalty: 1130.886719
	Iteration 155Q: 3 clusters Score -1.106016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 197060 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.106014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 197073 members 
Entering Unmasked Estep 
Score: -11060152.000000 Penalty: 1130.886719
	Iteration 157Q: 3 clusters Score -1.106015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 197080 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.106015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 197091 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.106015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 197101 members 
Entering Unmasked Estep 
Score: -11060153.000000 Penalty: 1130.886719
	Iteration 160F: 3 clusters Score -1.106015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 197112 members 
Entering Unmasked Estep 
Score: -11060151.000000 Penalty: 1130.886719
	Iteration 161Q: 3 clusters Score -1.106015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 197123 members 
Entering Unmasked Estep 
Score: -11060158.000000 Penalty: 1130.886719
	Iteration 162Q: 3 clusters Score -1.106016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 197128 members 
Entering Unmasked Estep 
Score: -11060146.000000 Penalty: 1130.886719
	Iteration 163Q: 3 clusters Score -1.106015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 197133 members 
Entering Unmasked Estep 
Score: -11060149.000000 Penalty: 1130.886719
	Iteration 164Q: 3 clusters Score -1.106015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -11060147.000000 Penalty: 1130.886719
	Iteration 165Q: 3 clusters Score -1.106015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 197150 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.106015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 197155 members 
Entering Unmasked Estep 
Score: -11060159.000000 Penalty: 1130.886719
	Iteration 167Q: 3 clusters Score -1.106016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -11060160.000000 Penalty: 1130.886719
	Iteration 168Q: 3 clusters Score -1.106016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 197165 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.106016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 197167 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.106016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.106016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 197172 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.106015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 197177 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.106016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 197183 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.106016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 197191 members 
Entering Unmasked Estep 
Score: -11060168.000000 Penalty: 1130.886719
	Iteration 175Q: 3 clusters Score -1.106017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 197198 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.106017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 197202 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.106017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 197210 members 
Entering Unmasked Estep 
Score: -11060163.000000 Penalty: 1130.886719
	Iteration 178Q: 3 clusters Score -1.106016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 197223 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.106017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 197244 members 
Entering Unmasked Estep 
Score: -11060166.000000 Penalty: 1130.886719
	Iteration 180F: 3 clusters Score -1.106017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 197266 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.106018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.106017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 197294 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.106017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 197301 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.106017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 197309 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.106017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 197312 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.106017e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 197316 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.106017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 197322 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.106017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 197328 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.106017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 197334 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.106018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 197340 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.106017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 197348 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.106017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 197360 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.106019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 197376 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.106018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 197388 members 
Entering Unmasked Estep 
Score: -11060178.000000 Penalty: 1130.886719
	Iteration 195Q: 3 clusters Score -1.106018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 197404 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.106018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 197424 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.106018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 197445 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.106017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 197463 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.106017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 197481 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1.106016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 197497 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.106016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 197516 members 
Entering Unmasked Estep 
Score: -11060164.000000 Penalty: 1130.886719
	Iteration 202Q: 3 clusters Score -1.106016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 197536 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.106016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 197553 members 
Entering Unmasked Estep 
Score: -11060148.000000 Penalty: 1130.886719
	Iteration 204Q: 3 clusters Score -1.106015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 197581 members 
Entering Unmasked Estep 
Score: -11060139.000000 Penalty: 1130.886719
	Iteration 205Q: 3 clusters Score -1.106014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 197609 members 
Entering Unmasked Estep 
Score: -11060140.000000 Penalty: 1130.886719
	Iteration 206Q: 3 clusters Score -1.106014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 197646 members 
Entering Unmasked Estep 
Score: -11060156.000000 Penalty: 1130.886719
	Iteration 207Q: 3 clusters Score -1.106016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 197673 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.106015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 197702 members 
Entering Unmasked Estep 
Score: -11060154.000000 Penalty: 1130.886719
	Iteration 209Q: 3 clusters Score -1.106015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 197742 members 
Entering Unmasked Estep 
Score: -11060145.000000 Penalty: 1130.886719
	Iteration 210Q: 3 clusters Score -1.106014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 197799 members 
Entering Unmasked Estep 
Score: -11060149.000000 Penalty: 1130.886719
	Iteration 211Q: 3 clusters Score -1.106015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 197851 members 
Entering Unmasked Estep 
Score: -11060150.000000 Penalty: 1130.886719
	Iteration 212Q: 3 clusters Score -1.106015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 197906 members 
Entering Unmasked Estep 
Score: -11060134.000000 Penalty: 1130.886719
	Iteration 213Q: 3 clusters Score -1.106013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 197951 members 
Entering Unmasked Estep 
Score: -11060151.000000 Penalty: 1130.886719
	Iteration 214Q: 3 clusters Score -1.106015e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 197994 members 
Entering Unmasked Estep 
Score: -11060153.000000 Penalty: 1130.886719
	Iteration 215Q: 3 clusters Score -1.106015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 198034 members 
Entering Unmasked Estep 
Score: -11060162.000000 Penalty: 1130.886719
	Iteration 216Q: 3 clusters Score -1.106016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 198090 members 
Entering Unmasked Estep 
Score: -11060170.000000 Penalty: 1130.886719
	Iteration 217Q: 3 clusters Score -1.106017e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 198162 members 
Entering Unmasked Estep 
Score: -11060180.000000 Penalty: 1130.886719
	Iteration 218Q: 3 clusters Score -1.106018e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 198235 members 
Entering Unmasked Estep 
Score: -11060199.000000 Penalty: 1130.886719
	Iteration 219Q: 3 clusters Score -1.10602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 198296 members 
Entering Unmasked Estep 
Score: -11060195.000000 Penalty: 1130.886719
	Iteration 220F: 3 clusters Score -1.10602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 198355 members 
Entering Unmasked Estep 
Score: -11060192.000000 Penalty: 1130.886719
	Iteration 221Q: 3 clusters Score -1.106019e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 198424 members 
Entering Unmasked Estep 
Score: -11060212.000000 Penalty: 1130.886719
	Iteration 222Q: 3 clusters Score -1.106021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 198469 members 
Entering Unmasked Estep 
Score: -11060216.000000 Penalty: 1130.886719
	Iteration 223Q: 3 clusters Score -1.106022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 198520 members 
Entering Unmasked Estep 
Score: -11060216.000000 Penalty: 1130.886719
	Iteration 224Q: 3 clusters Score -1.106022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -11060203.000000 Penalty: 1130.886719
	Iteration 225Q: 3 clusters Score -1.10602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -11060226.000000 Penalty: 1130.886719
	Iteration 226Q: 3 clusters Score -1.106023e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 198678 members 
Entering Unmasked Estep 
Score: -11060224.000000 Penalty: 1130.886719
	Iteration 227Q: 3 clusters Score -1.106022e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 198744 members 
Entering Unmasked Estep 
Score: -11060230.000000 Penalty: 1130.886719
	Iteration 228Q: 3 clusters Score -1.106023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 198797 members 
Entering Unmasked Estep 
Score: -11060240.000000 Penalty: 1130.886719
	Iteration 229Q: 3 clusters Score -1.106024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 198841 members 
Entering Unmasked Estep 
Score: -11060242.000000 Penalty: 1130.886719
	Iteration 230Q: 3 clusters Score -1.106024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 198882 members 
Entering Unmasked Estep 
Score: -11060259.000000 Penalty: 1130.886719
	Iteration 231Q: 3 clusters Score -1.106026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 198916 members 
Entering Unmasked Estep 
Score: -11060262.000000 Penalty: 1130.886719
	Iteration 232Q: 3 clusters Score -1.106026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 198953 members 
Entering Unmasked Estep 
Score: -11060266.000000 Penalty: 1130.886719
	Iteration 233Q: 3 clusters Score -1.106027e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 198998 members 
Entering Unmasked Estep 
Score: -11060281.000000 Penalty: 1130.886719
	Iteration 234Q: 3 clusters Score -1.106028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 199051 members 
Entering Unmasked Estep 
Score: -11060271.000000 Penalty: 1130.886719
	Iteration 235Q: 3 clusters Score -1.106027e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 199095 members 
Entering Unmasked Estep 
Score: -11060269.000000 Penalty: 1130.886719
	Iteration 236Q: 3 clusters Score -1.106027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 199123 members 
Entering Unmasked Estep 
Score: -11060279.000000 Penalty: 1130.886719
	Iteration 237Q: 3 clusters Score -1.106028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 199154 members 
Entering Unmasked Estep 
Score: -11060286.000000 Penalty: 1130.886719
	Iteration 238Q: 3 clusters Score -1.106029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 199181 members 
Entering Unmasked Estep 
Score: -11060287.000000 Penalty: 1130.886719
	Iteration 239Q: 3 clusters Score -1.106029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -11060289.000000 Penalty: 1130.886719
	Iteration 240F: 3 clusters Score -1.106029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 199232 members 
Entering Unmasked Estep 
Score: -11060302.000000 Penalty: 1130.886719
	Iteration 241Q: 3 clusters Score -1.10603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 199257 members 
Entering Unmasked Estep 
Score: -11060299.000000 Penalty: 1130.886719
	Iteration 242Q: 3 clusters Score -1.10603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 199286 members 
Entering Unmasked Estep 
Score: -11060288.000000 Penalty: 1130.886719
	Iteration 243Q: 3 clusters Score -1.106029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 199318 members 
Entering Unmasked Estep 
Score: -11060270.000000 Penalty: 1130.886719
	Iteration 244Q: 3 clusters Score -1.106027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 199358 members 
Entering Unmasked Estep 
Score: -11060275.000000 Penalty: 1130.886719
	Iteration 245Q: 3 clusters Score -1.106028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 199400 members 
Entering Unmasked Estep 
Score: -11060270.000000 Penalty: 1130.886719
	Iteration 246Q: 3 clusters Score -1.106027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 199433 members 
Entering Unmasked Estep 
Score: -11060276.000000 Penalty: 1130.886719
	Iteration 247Q: 3 clusters Score -1.106028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 199463 members 
Entering Unmasked Estep 
Score: -11060275.000000 Penalty: 1130.886719
	Iteration 248Q: 3 clusters Score -1.106028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 199497 members 
Entering Unmasked Estep 
Score: -11060292.000000 Penalty: 1130.886719
	Iteration 249Q: 3 clusters Score -1.106029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 199532 members 
Entering Unmasked Estep 
Score: -11060301.000000 Penalty: 1130.886719
	Iteration 250Q: 3 clusters Score -1.10603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 199573 members 
Entering Unmasked Estep 
Score: -11060306.000000 Penalty: 1130.886719
	Iteration 251Q: 3 clusters Score -1.106031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 199599 members 
Entering Unmasked Estep 
Score: -11060280.000000 Penalty: 1130.886719
	Iteration 252Q: 3 clusters Score -1.106028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 199622 members 
Entering Unmasked Estep 
Score: -11060271.000000 Penalty: 1130.886719
	Iteration 253Q: 3 clusters Score -1.106027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -11060283.000000 Penalty: 1130.886719
	Iteration 254Q: 3 clusters Score -1.106028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 199674 members 
Entering Unmasked Estep 
Score: -11060282.000000 Penalty: 1130.886719
	Iteration 255Q: 3 clusters Score -1.106028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 199689 members 
Entering Unmasked Estep 
Score: -11060276.000000 Penalty: 1130.886719
	Iteration 256Q: 3 clusters Score -1.106028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 199703 members 
Entering Unmasked Estep 
Score: -11060282.000000 Penalty: 1130.886719
	Iteration 257Q: 3 clusters Score -1.106028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 199713 members 
Entering Unmasked Estep 
Score: -11060285.000000 Penalty: 1130.886719
	Iteration 258Q: 3 clusters Score -1.106028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 199721 members 
Entering Unmasked Estep 
Score: -11060284.000000 Penalty: 1130.886719
	Iteration 259Q: 3 clusters Score -1.106028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 199730 members 
Entering Unmasked Estep 
Score: -11060281.000000 Penalty: 1130.886719
	Iteration 260F: 3 clusters Score -1.106028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 199735 members 
Entering Unmasked Estep 
Score: -11060281.000000 Penalty: 1130.886719
	Iteration 261Q: 3 clusters Score -1.106028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 199737 members 
Entering Unmasked Estep 
Score: -11060282.000000 Penalty: 1130.886719
	Iteration 262Q: 3 clusters Score -1.106028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 199738 members 
Entering Unmasked Estep 
Score: -11060278.000000 Penalty: 1130.886719
	Iteration 263Q: 3 clusters Score -1.106028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 199739 members 
Entering Unmasked Estep 
Score: -11060280.000000 Penalty: 1130.886719
	Iteration 264Q: 3 clusters Score -1.106028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 199739 members 
Entering Unmasked Estep 
Score: -11060280.000000 Penalty: 1130.886719
	Iteration 265F: 3 clusters Score -1.106028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 355817 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 24556 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 22055 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 50503 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 55198 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 224432 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 249528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918172.000000 Penalty: 13939.103516
Iteration 199Q: 23 clusters Score -4.691817e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 9319 members 
Mstep: Class 3 contains 356965 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 24621 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 17732 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 50279 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 17640 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 55672 members 
Mstep: Class 18 contains 11422 members 
Mstep: Class 19 contains 223380 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 249445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917748.000000 Penalty: 13939.103516
Iteration 200F: 23 clusters Score -4.691775e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 9307 members 
Mstep: Class 3 contains 358122 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 24671 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 22133 members 
Mstep: Class 9 contains 17780 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 11 contains 50062 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 17306 members 
Mstep: Class 16 contains 17836 members 
Mstep: Class 17 contains 56142 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 222206 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 5074 members 
Mstep: Class 23 contains 249365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917388.000000 Penalty: 13939.103516
Iteration 201Q: 23 clusters Score -4.691739e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 9290 members 
Mstep: Class 3 contains 359230 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 24731 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 22165 members 
Mstep: Class 9 contains 17810 members 
Mstep: Class 10 contains 1399 members 
Mstep: Class 11 contains 49868 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 16983 members 
Mstep: Class 16 contains 18009 members 
Mstep: Class 17 contains 56588 members 
Mstep: Class 18 contains 11388 members 
Mstep: Class 19 contains 220993 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 5079 members 
Mstep: Class 23 contains 249318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917016.000000 Penalty: 13939.103516
Iteration 202Q: 23 clusters Score -4.691702e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 360261 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 24781 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 17836 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 49688 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 16700 members 
Mstep: Class 16 contains 18182 members 
Mstep: Class 17 contains 56991 members 
Mstep: Class 18 contains 11367 members 
Mstep: Class 19 contains 219839 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 249278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916552.000000 Penalty: 13939.103516
Iteration 203Q: 23 clusters Score -4.691655e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 361227 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 24842 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 22243 members 
Mstep: Class 9 contains 17849 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 49495 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 16420 members 
Mstep: Class 16 contains 18398 members 
Mstep: Class 17 contains 57394 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 218706 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 249245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916568.000000 Penalty: 13939.103516
Iteration 204Q: 23 clusters Score -4.691657e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 362049 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 24897 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 22278 members 
Mstep: Class 9 contains 17839 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 49303 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 16161 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 57814 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 217661 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 249200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916080.000000 Penalty: 13939.103516
Iteration 205Q: 23 clusters Score -4.691608e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 362876 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 24950 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 22315 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 1398 members 
Mstep: Class 11 contains 49127 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 15922 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 58250 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 216580 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 249144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915864.000000 Penalty: 13939.103516
Iteration 206Q: 23 clusters Score -4.691586e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 363649 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 25000 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 22347 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 1399 members 
Mstep: Class 11 contains 48953 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 18987 members 
Mstep: Class 17 contains 58667 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 215605 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 249078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915472.000000 Penalty: 13939.103516
Iteration 207Q: 23 clusters Score -4.691547e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 9183 members 
Mstep: Class 3 contains 364352 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 25042 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 22392 members 
Mstep: Class 9 contains 17848 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 19153 members 
Mstep: Class 17 contains 59085 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 214700 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 249033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915544.000000 Penalty: 13939.103516
Iteration 208Q: 23 clusters Score -4.691554e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 9183 members 
Mstep: Class 3 contains 365107 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 25081 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 22419 members 
Mstep: Class 9 contains 17851 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 48636 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 59474 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 213753 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 5110 members 
Mstep: Class 23 contains 249005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915300.000000 Penalty: 13939.103516
Iteration 209Q: 23 clusters Score -4.69153e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 365775 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 22452 members 
Mstep: Class 9 contains 17834 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 48495 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4109 members 
Mstep: Class 15 contains 15104 members 
Mstep: Class 16 contains 19509 members 
Mstep: Class 17 contains 59861 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 212848 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 5115 members 
Mstep: Class 23 contains 248968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915364.000000 Penalty: 13939.103516
Iteration 210Q: 23 clusters Score -4.691536e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 366453 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 25155 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 17821 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 48334 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 14930 members 
Mstep: Class 16 contains 19722 members 
Mstep: Class 17 contains 60208 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 211943 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 5118 members 
Mstep: Class 23 contains 248964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915240.000000 Penalty: 13939.103516
Iteration 211Q: 23 clusters Score -4.691524e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 367106 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 25197 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 22508 members 
Mstep: Class 9 contains 17810 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 48166 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 14738 members 
Mstep: Class 16 contains 19928 members 
Mstep: Class 17 contains 60595 members 
Mstep: Class 18 contains 11277 members 
Mstep: Class 19 contains 211063 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 5123 members 
Mstep: Class 23 contains 248981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914832.000000 Penalty: 13939.103516
Iteration 212Q: 23 clusters Score -4.691483e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 367667 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 25239 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 22522 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 48003 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 14577 members 
Mstep: Class 16 contains 20117 members 
Mstep: Class 17 contains 61000 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 210241 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 249027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914804.000000 Penalty: 13939.103516
Iteration 213Q: 23 clusters Score -4.69148e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 368227 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 25278 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 22526 members 
Mstep: Class 9 contains 17775 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 47859 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 14457 members 
Mstep: Class 16 contains 20328 members 
Mstep: Class 17 contains 61405 members 
Mstep: Class 18 contains 11281 members 
Mstep: Class 19 contains 209423 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 249010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914448.000000 Penalty: 13939.103516
Iteration 214Q: 23 clusters Score -4.691445e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 368695 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 25320 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 22534 members 
Mstep: Class 9 contains 17759 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 47715 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 20538 members 
Mstep: Class 17 contains 61807 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 208720 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 248983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914372.000000 Penalty: 13939.103516
Iteration 215Q: 23 clusters Score -4.691437e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 369089 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 22542 members 
Mstep: Class 9 contains 17737 members 
Mstep: Class 10 contains 1398 members 
Mstep: Class 11 contains 47582 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 14227 members 
Mstep: Class 16 contains 20741 members 
Mstep: Class 17 contains 62228 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 208070 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 248904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914368.000000 Penalty: 13939.103516
Iteration 216Q: 23 clusters Score -4.691437e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 369396 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 25396 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 22537 members 
Mstep: Class 9 contains 17725 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 47447 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4434 members 
Mstep: Class 15 contains 14119 members 
Mstep: Class 16 contains 20938 members 
Mstep: Class 17 contains 62664 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 19 contains 207484 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 248862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914196.000000 Penalty: 13939.103516
Iteration 217Q: 23 clusters Score -4.69142e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 369746 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 25442 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 22542 members 
Mstep: Class 9 contains 17711 members 
Mstep: Class 10 contains 1392 members 
Mstep: Class 11 contains 47336 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4453 members 
Mstep: Class 15 contains 13988 members 
Mstep: Class 16 contains 21126 members 
Mstep: Class 17 contains 63063 members 
Mstep: Class 18 contains 11227 members 
Mstep: Class 19 contains 206911 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 248794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913872.000000 Penalty: 13939.103516
Iteration 218Q: 23 clusters Score -4.691387e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 370052 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 25473 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 17709 members 
Mstep: Class 10 contains 1391 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 13869 members 
Mstep: Class 16 contains 21304 members 
Mstep: Class 17 contains 63469 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 206377 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 248740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913784.000000 Penalty: 13939.103516
Iteration 219Q: 23 clusters Score -4.691378e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 370335 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 25492 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 1389 members 
Mstep: Class 11 contains 47094 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 13773 members 
Mstep: Class 16 contains 21469 members 
Mstep: Class 17 contains 63928 members 
Mstep: Class 18 contains 11185 members 
Mstep: Class 19 contains 205896 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 248650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913896.000000 Penalty: 13939.103516
Iteration 220F: 23 clusters Score -4.69139e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 370484 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 25508 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 22579 members 
Mstep: Class 9 contains 17696 members 
Mstep: Class 10 contains 1388 members 
Mstep: Class 11 contains 46979 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 13673 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 64368 members 
Mstep: Class 18 contains 11168 members 
Mstep: Class 19 contains 205402 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 248576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914124.000000 Penalty: 13939.103516
Iteration 221Q: 23 clusters Score -4.691412e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 370637 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 25518 members 
Mstep: Class 7 contains 2159 members 
Mstep: Class 8 contains 22596 members 
Mstep: Class 9 contains 17710 members 
Mstep: Class 10 contains 1379 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 13560 members 
Mstep: Class 16 contains 21851 members 
Mstep: Class 17 contains 64808 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 204890 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 248488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914084.000000 Penalty: 13939.103516
Iteration 222Q: 23 clusters Score -4.691408e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 370787 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 25526 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 22598 members 
Mstep: Class 9 contains 17730 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 46791 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 13448 members 
Mstep: Class 16 contains 22063 members 
Mstep: Class 17 contains 65266 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 204357 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 248356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914156.000000 Penalty: 13939.103516
Iteration 223Q: 23 clusters Score -4.691416e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 370940 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 25539 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 22587 members 
Mstep: Class 9 contains 17738 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 46692 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 65748 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 19 contains 203855 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 248215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914188.000000 Penalty: 13939.103516
Iteration 224Q: 23 clusters Score -4.691419e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 9092 members 
Mstep: Class 3 contains 371118 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 25538 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 22566 members 
Mstep: Class 9 contains 17739 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 46593 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 22506 members 
Mstep: Class 17 contains 66232 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 203385 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 248115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914276.000000 Penalty: 13939.103516
Iteration 225Q: 23 clusters Score -4.691428e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 371193 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 25546 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 22535 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 11 contains 46496 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 13097 members 
Mstep: Class 16 contains 22711 members 
Mstep: Class 17 contains 66693 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 202962 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 248082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914512.000000 Penalty: 13939.103516
Iteration 226Q: 23 clusters Score -4.691451e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 9050 members 
Mstep: Class 3 contains 371214 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 25565 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 22500 members 
Mstep: Class 9 contains 17767 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 11 contains 46400 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 22907 members 
Mstep: Class 17 contains 67152 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 202567 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 248055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914752.000000 Penalty: 13939.103516
Iteration 227Q: 23 clusters Score -4.691475e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 9022 members 
Mstep: Class 3 contains 371219 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 25581 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 22473 members 
Mstep: Class 9 contains 17779 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 46310 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 23110 members 
Mstep: Class 17 contains 67588 members 
Mstep: Class 18 contains 11053 members 
Mstep: Class 19 contains 202225 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 248031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914980.000000 Penalty: 13939.103516
Iteration 228Q: 23 clusters Score -4.691498e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 8994 members 
Mstep: Class 3 contains 371236 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 25591 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 22450 members 
Mstep: Class 9 contains 17766 members 
Mstep: Class 10 contains 1362 members 
Mstep: Class 11 contains 46222 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 23313 members 
Mstep: Class 17 contains 68031 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 201909 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 247994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915188.000000 Penalty: 13939.103516
Iteration 229Q: 23 clusters Score -4.691519e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 8953 members 
Mstep: Class 3 contains 371236 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 25583 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 22419 members 
Mstep: Class 9 contains 17774 members 
Mstep: Class 10 contains 1359 members 
Mstep: Class 11 contains 46152 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5728 members 
Mstep: Class 15 contains 12666 members 
Mstep: Class 16 contains 23496 members 
Mstep: Class 17 contains 68447 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 19 contains 201666 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 247947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915440.000000 Penalty: 13939.103516
Iteration 230Q: 23 clusters Score -4.691544e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 8908 members 
Mstep: Class 3 contains 371219 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 25592 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 17770 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 46061 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 12588 members 
Mstep: Class 16 contains 23693 members 
Mstep: Class 17 contains 68876 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 19 contains 201435 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 247882 members 
Entering Unmasked Estep 
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Score: -46915808.000000 Penalty: 13939.103516
Iteration 231Q: 23 clusters Score -4.691581e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 8859 members 
Mstep: Class 3 contains 371194 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 25607 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 17775 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 45960 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 12535 members 
Mstep: Class 16 contains 23884 members 
Mstep: Class 17 contains 69303 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 201196 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 247824 members 
Entering Unmasked Estep 
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Score: -46916028.000000 Penalty: 13939.103516
Iteration 232Q: 23 clusters Score -4.691603e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 371103 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 25614 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 22385 members 
Mstep: Class 9 contains 17765 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 45862 members 
Mstep: Class 13 contains 102 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 12488 members 
Mstep: Class 16 contains 24112 members 
Mstep: Class 17 contains 69752 members 
Mstep: Class 18 contains 11035 members 
Mstep: Class 19 contains 200966 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 247754 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 23 clusters Score -4.691611e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 8779 members 
Mstep: Class 3 contains 370971 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 6 contains 25623 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 17766 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 45764 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 5827 members 
Mstep: Class 15 contains 12461 members 
Mstep: Class 16 contains 24343 members 
Mstep: Class 17 contains 70234 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 200777 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 247606 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 23 clusters Score -4.691638e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 8755 members 
Mstep: Class 3 contains 370842 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 6 contains 25634 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 22376 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 45663 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 12428 members 
Mstep: Class 16 contains 24601 members 
Mstep: Class 17 contains 70704 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 200574 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 247466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916568.000000 Penalty: 13939.103516
Iteration 235Q: 23 clusters Score -4.691657e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 8720 members 
Mstep: Class 3 contains 370664 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 25663 members 
Mstep: Class 7 contains 1615 members 
Mstep: Class 8 contains 22364 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 45554 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 12398 members 
Mstep: Class 16 contains 24862 members 
Mstep: Class 17 contains 71203 members 
Mstep: Class 18 contains 11021 members 
Mstep: Class 19 contains 200416 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 247314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916928.000000 Penalty: 13939.103516
Iteration 236Q: 23 clusters Score -4.691693e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 370517 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 25689 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 22358 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 45445 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 12370 members 
Mstep: Class 16 contains 25095 members 
Mstep: Class 17 contains 71727 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 19 contains 200268 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 247117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917132.000000 Penalty: 13939.103516
Iteration 237Q: 23 clusters Score -4.691713e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 370392 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1146 members 
Mstep: Class 6 contains 25706 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 22363 members 
Mstep: Class 9 contains 17729 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 45368 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 25333 members 
Mstep: Class 17 contains 72229 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 200133 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5079 members 
Mstep: Class 23 contains 246914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917348.000000 Penalty: 13939.103516
Iteration 238Q: 23 clusters Score -4.691735e+07 nChanged 2185
Entering ConstructFrom: 
Score: -46917348.000000 Penalty: 13939.103516
Entering ConstructFrom: 
Trying to split cluster 1 (40865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Entering Unmasked Estep 
Score: -1657928.125000 Penalty: 483.120361
	Iteration 0F: 2 clusters Score -1657928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1630421.750000 Penalty: 966.240723
	Iteration 0F: 3 clusters Score -1630422 nChanged 19851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1642000.125000 Penalty: 966.240723
	Iteration 1F: 3 clusters Score -1642000 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -1643137.250000 Penalty: 966.240723
	Iteration 2F: 3 clusters Score -1643137 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1644765.750000 Penalty: 966.240723
	Iteration 3F: 3 clusters Score -1644766 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -1646870.125000 Penalty: 966.240723
	Iteration 4F: 3 clusters Score -1646870 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -1648888.000000 Penalty: 966.240723
	Iteration 5F: 3 clusters Score -1648888 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -1650437.750000 Penalty: 966.240723
	Iteration 6F: 3 clusters Score -1650438 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -1651323.875000 Penalty: 966.240723
	Iteration 7Q: 3 clusters Score -1651324 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -1651693.750000 Penalty: 966.240723
	Iteration 8Q: 3 clusters Score -1651694 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -1651860.125000 Penalty: 966.240723
	Iteration 9Q: 3 clusters Score -1651860 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -1651968.625000 Penalty: 966.240723
	Iteration 10Q: 3 clusters Score -1651969 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1652058.125000 Penalty: 966.240723
	Iteration 11Q: 3 clusters Score -1652058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -1652126.625000 Penalty: 966.240723
	Iteration 12Q: 3 clusters Score -1652127 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -1652175.875000 Penalty: 966.240723
	Iteration 13Q: 3 clusters Score -1652176 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1652257.125000 Penalty: 966.240723
	Iteration 14Q: 3 clusters Score -1652257 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -1652345.000000 Penalty: 966.240723
	Iteration 15Q: 3 clusters Score -1652345 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -1652431.375000 Penalty: 966.240723
	Iteration 16Q: 3 clusters Score -1652431 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -1652530.500000 Penalty: 966.240723
	Iteration 17Q: 3 clusters Score -1652530 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1652640.625000 Penalty: 966.240723
	Iteration 18Q: 3 clusters Score -1652641 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -1652763.000000 Penalty: 966.240723
	Iteration 19Q: 3 clusters Score -1652763 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -1652910.875000 Penalty: 966.240723
	Iteration 20F: 3 clusters Score -1652911 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1653045.000000 Penalty: 966.240723
	Iteration 21Q: 3 clusters Score -1653045 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -1653206.250000 Penalty: 966.240723
	Iteration 22Q: 3 clusters Score -1653206 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -1653364.375000 Penalty: 966.240723
	Iteration 23Q: 3 clusters Score -1653364 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -1653562.125000 Penalty: 966.240723
	Iteration 24Q: 3 clusters Score -1653562 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -1653760.000000 Penalty: 966.240723
	Iteration 25Q: 3 clusters Score -1653760 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -1653970.375000 Penalty: 966.240723
	Iteration 26Q: 3 clusters Score -1653970 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -1654196.125000 Penalty: 966.240723
	Iteration 27Q: 3 clusters Score -1654196 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -1654421.625000 Penalty: 966.240723
	Iteration 28Q: 3 clusters Score -1654422 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -1654671.500000 Penalty: 966.240723
	Iteration 29Q: 3 clusters Score -1654672 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -1654903.500000 Penalty: 966.240723
	Iteration 30Q: 3 clusters Score -1654904 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -1655129.625000 Penalty: 966.240723
	Iteration 31Q: 3 clusters Score -1655130 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -1655328.250000 Penalty: 966.240723
	Iteration 32Q: 3 clusters Score -1655328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1655557.625000 Penalty: 966.240723
	Iteration 33Q: 3 clusters Score -1655558 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -1655773.500000 Penalty: 966.240723
	Iteration 34Q: 3 clusters Score -1655774 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -1655966.125000 Penalty: 966.240723
	Iteration 35Q: 3 clusters Score -1655966 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -1656130.500000 Penalty: 966.240723
	Iteration 36Q: 3 clusters Score -1656130 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -1656291.875000 Penalty: 966.240723
	Iteration 37Q: 3 clusters Score -1656292 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1656450.750000 Penalty: 966.240723
	Iteration 38Q: 3 clusters Score -1656451 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -1656600.625000 Penalty: 966.240723
	Iteration 39Q: 3 clusters Score -1656601 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -1656720.625000 Penalty: 966.240723
	Iteration 40F: 3 clusters Score -1656721 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -1656818.875000 Penalty: 966.240723
	Iteration 41Q: 3 clusters Score -1656819 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -1656919.500000 Penalty: 966.240723
	Iteration 42Q: 3 clusters Score -1656920 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -1657029.250000 Penalty: 966.240723
	Iteration 43Q: 3 clusters Score -1657029 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -1657112.875000 Penalty: 966.240723
	Iteration 44Q: 3 clusters Score -1657113 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -1657182.625000 Penalty: 966.240723
	Iteration 45Q: 3 clusters Score -1657183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -1657254.125000 Penalty: 966.240723
	Iteration 46Q: 3 clusters Score -1657254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -1657302.375000 Penalty: 966.240723
	Iteration 47Q: 3 clusters Score -1657302 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -1657343.500000 Penalty: 966.240723
	Iteration 48Q: 3 clusters Score -1657344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -1657402.000000 Penalty: 966.240723
	Iteration 49Q: 3 clusters Score -1657402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -1657451.500000 Penalty: 966.240723
	Iteration 50Q: 3 clusters Score -1657452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -1657490.125000 Penalty: 966.240723
	Iteration 51Q: 3 clusters Score -1657490 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -1657528.375000 Penalty: 966.240723
	Iteration 52Q: 3 clusters Score -1657528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -1657562.500000 Penalty: 966.240723
	Iteration 53Q: 3 clusters Score -1657562 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -1657589.750000 Penalty: 966.240723
	Iteration 54Q: 3 clusters Score -1657590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -1657607.250000 Penalty: 966.240723
	Iteration 55Q: 3 clusters Score -1657607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -1657631.750000 Penalty: 966.240723
	Iteration 56Q: 3 clusters Score -1657632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -1657663.750000 Penalty: 966.240723
	Iteration 57Q: 3 clusters Score -1657664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -1657688.625000 Penalty: 966.240723
	Iteration 58Q: 3 clusters Score -1657689 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -1657711.250000 Penalty: 966.240723
	Iteration 59Q: 3 clusters Score -1657711 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -1657725.875000 Penalty: 966.240723
	Iteration 60F: 3 clusters Score -1657726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -1657739.000000 Penalty: 966.240723
	Iteration 61Q: 3 clusters Score -1657739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -1657752.250000 Penalty: 966.240723
	Iteration 62Q: 3 clusters Score -1657752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -1657761.625000 Penalty: 966.240723
	Iteration 63Q: 3 clusters Score -1657762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -1657767.375000 Penalty: 966.240723
	Iteration 64Q: 3 clusters Score -1657767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -1657782.000000 Penalty: 966.240723
	Iteration 65Q: 3 clusters Score -1657782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -1657791.125000 Penalty: 966.240723
	Iteration 66Q: 3 clusters Score -1657791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -1657791.625000 Penalty: 966.240723
	Iteration 67Q: 3 clusters Score -1657792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -1657793.625000 Penalty: 966.240723
	Iteration 68Q: 3 clusters Score -1657794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -1657796.125000 Penalty: 966.240723
	Iteration 69Q: 3 clusters Score -1657796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -1657799.250000 Penalty: 966.240723
	Iteration 70Q: 3 clusters Score -1657799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -1657802.500000 Penalty: 966.240723
	Iteration 71Q: 3 clusters Score -1657802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -1657806.750000 Penalty: 966.240723
	Iteration 72Q: 3 clusters Score -1657807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -1657810.125000 Penalty: 966.240723
	Iteration 73Q: 3 clusters Score -1657810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -1657809.125000 Penalty: 966.240723
	Iteration 74Q: 3 clusters Score -1657809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -1657813.750000 Penalty: 966.240723
	Iteration 75Q: 3 clusters Score -1657814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -1657815.875000 Penalty: 966.240723
	Iteration 76Q: 3 clusters Score -1657816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -1657816.250000 Penalty: 966.240723
	Iteration 77Q: 3 clusters Score -1657816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -1657819.250000 Penalty: 966.240723
	Iteration 78Q: 3 clusters Score -1657819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -1657819.500000 Penalty: 966.240723
	Iteration 79Q: 3 clusters Score -1657820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -1657818.875000 Penalty: 966.240723
	Iteration 80F: 3 clusters Score -1657819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -1657817.875000 Penalty: 966.240723
	Iteration 81Q: 3 clusters Score -1657818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -1657819.500000 Penalty: 966.240723
	Iteration 82Q: 3 clusters Score -1657820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -1657819.625000 Penalty: 966.240723
	Iteration 83Q: 3 clusters Score -1657820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -1657820.500000 Penalty: 966.240723
	Iteration 84Q: 3 clusters Score -1657820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -1657821.875000 Penalty: 966.240723
	Iteration 85Q: 3 clusters Score -1657822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -1657820.750000 Penalty: 966.240723
	Iteration 86Q: 3 clusters Score -1657821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -1657819.250000 Penalty: 966.240723
	Iteration 87Q: 3 clusters Score -1657819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -1657823.625000 Penalty: 966.240723
	Iteration 88Q: 3 clusters Score -1657824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -1657822.750000 Penalty: 966.240723
	Iteration 89Q: 3 clusters Score -1657823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -1657822.250000 Penalty: 966.240723
	Iteration 90Q: 3 clusters Score -1657822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -1657822.250000 Penalty: 966.240723
	Iteration 91F: 3 clusters Score -1657822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -373212.750000 Penalty: 412.371796
	Iteration 0F: 2 clusters Score -373212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -367474.093750 Penalty: 824.743591
	Iteration 0F: 3 clusters Score -367474.1 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -369892.843750 Penalty: 824.743591
	Iteration 1F: 3 clusters Score -369892.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -370107.031250 Penalty: 824.743591
	Iteration 2Q: 3 clusters Score -370107 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -370463.937500 Penalty: 824.743591
	Iteration 3F: 3 clusters Score -370463.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -370994.218750 Penalty: 824.743591
	Iteration 4F: 3 clusters Score -370994.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -371589.781250 Penalty: 824.743591
	Iteration 5F: 3 clusters Score -371589.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -372095.343750 Penalty: 824.743591
	Iteration 6F: 3 clusters Score -372095.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -372388.250000 Penalty: 824.743591
	Iteration 7F: 3 clusters Score -372388.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -372572.468750 Penalty: 824.743591
	Iteration 8Q: 3 clusters Score -372572.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -372714.125000 Penalty: 824.743591
	Iteration 9Q: 3 clusters Score -372714.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -372833.562500 Penalty: 824.743591
	Iteration 10Q: 3 clusters Score -372833.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -372931.312500 Penalty: 824.743591
	Iteration 11Q: 3 clusters Score -372931.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -372994.281250 Penalty: 824.743591
	Iteration 12Q: 3 clusters Score -372994.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -373035.781250 Penalty: 824.743591
	Iteration 13Q: 3 clusters Score -373035.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -373069.281250 Penalty: 824.743591
	Iteration 14Q: 3 clusters Score -373069.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -373096.281250 Penalty: 824.743591
	Iteration 15Q: 3 clusters Score -373096.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -373111.468750 Penalty: 824.743591
	Iteration 16Q: 3 clusters Score -373111.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -373125.781250 Penalty: 824.743591
	Iteration 17Q: 3 clusters Score -373125.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -373136.500000 Penalty: 824.743591
	Iteration 18Q: 3 clusters Score -373136.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -373146.343750 Penalty: 824.743591
	Iteration 19Q: 3 clusters Score -373146.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -373159.812500 Penalty: 824.743591
	Iteration 20F: 3 clusters Score -373159.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -373169.031250 Penalty: 824.743591
	Iteration 21Q: 3 clusters Score -373169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -373175.656250 Penalty: 824.743591
	Iteration 22Q: 3 clusters Score -373175.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -373176.562500 Penalty: 824.743591
	Iteration 23Q: 3 clusters Score -373176.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -373179.562500 Penalty: 824.743591
	Iteration 24Q: 3 clusters Score -373179.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -373182.718750 Penalty: 824.743591
	Iteration 25Q: 3 clusters Score -373182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -373183.281250 Penalty: 824.743591
	Iteration 26Q: 3 clusters Score -373183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -373184.968750 Penalty: 824.743591
	Iteration 27Q: 3 clusters Score -373185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -373188.500000 Penalty: 824.743591
	Iteration 28Q: 3 clusters Score -373188.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -373190.750000 Penalty: 824.743591
	Iteration 29Q: 3 clusters Score -373190.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -373195.687500 Penalty: 824.743591
	Iteration 30Q: 3 clusters Score -373195.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -373201.718750 Penalty: 824.743591
	Iteration 31Q: 3 clusters Score -373201.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -373209.781250 Penalty: 824.743591
	Iteration 32Q: 3 clusters Score -373209.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -373215.093750 Penalty: 824.743591
	Iteration 33Q: 3 clusters Score -373215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -373219.687500 Penalty: 824.743591
	Iteration 34Q: 3 clusters Score -373219.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -373221.812500 Penalty: 824.743591
	Iteration 35Q: 3 clusters Score -373221.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -373223.375000 Penalty: 824.743591
	Iteration 36Q: 3 clusters Score -373223.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -373224.250000 Penalty: 824.743591
	Iteration 37Q: 3 clusters Score -373224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -373226.312500 Penalty: 824.743591
	Iteration 38Q: 3 clusters Score -373226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -373229.781250 Penalty: 824.743591
	Iteration 39Q: 3 clusters Score -373229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -373230.656250 Penalty: 824.743591
	Iteration 40F: 3 clusters Score -373230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -373231.031250 Penalty: 824.743591
	Iteration 41Q: 3 clusters Score -373231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -373231.875000 Penalty: 824.743591
	Iteration 42Q: 3 clusters Score -373231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -373231.875000 Penalty: 824.743591
	Iteration 43Q: 3 clusters Score -373231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -373233.562500 Penalty: 824.743591
	Iteration 44Q: 3 clusters Score -373233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -373233.875000 Penalty: 824.743591
	Iteration 45Q: 3 clusters Score -373233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -373233.687500 Penalty: 824.743591
	Iteration 46Q: 3 clusters Score -373233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -373233.968750 Penalty: 824.743591
	Iteration 47Q: 3 clusters Score -373234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -373233.281250 Penalty: 824.743591
	Iteration 48Q: 3 clusters Score -373233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -373234.218750 Penalty: 824.743591
	Iteration 49Q: 3 clusters Score -373234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -373233.500000 Penalty: 824.743591
	Iteration 50Q: 3 clusters Score -373233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -373233.500000 Penalty: 824.743591
	Iteration 51F: 3 clusters Score -373233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 370282 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 25720 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 22360 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 45285 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 12222 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 72741 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 199964 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 5067 members 
Mstep: Class 23 contains 246712 members 
Entering Unmasked Estep 
Score: -46917516.000000 Penalty: 14572.699219
Splitting cluster 2 changes total score from -46917348.000000 to -46917516.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (370282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370282 members 
Entering Unmasked Estep 
Score: -16387267.000000 Penalty: 583.401917
	Iteration 0F: 2 clusters Score -1.638727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -16158933.000000 Penalty: 1166.803833
	Iteration 0F: 3 clusters Score -1.615893e+07 nChanged 183091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158944 members 
Mstep: Class 2 contains 211338 members 
Entering Unmasked Estep 
Score: -16271860.000000 Penalty: 1166.803833
	Iteration 1F: 3 clusters Score -1.627186e+07 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 227530 members 
Entering Unmasked Estep 
Score: -16279530.000000 Penalty: 1166.803833
	Iteration 2Q: 3 clusters Score -1.627953e+07 nChanged 25001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Mstep: Class 2 contains 251831 members 
Entering Unmasked Estep 
Score: -16294824.000000 Penalty: 1166.803833
	Iteration 3F: 3 clusters Score -1.629482e+07 nChanged 32761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 284324 members 
Entering Unmasked Estep 
Score: -16321704.000000 Penalty: 1166.803833
	Iteration 4F: 3 clusters Score -1.63217e+07 nChanged 36264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 320526 members 
Entering Unmasked Estep 
Score: -16351125.000000 Penalty: 1166.803833
	Iteration 5F: 3 clusters Score -1.635112e+07 nChanged 29567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 350093 members 
Entering Unmasked Estep 
Score: -16373439.000000 Penalty: 1166.803833
	Iteration 6F: 3 clusters Score -1.637344e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 365011 members 
Entering Unmasked Estep 
Score: -16383458.000000 Penalty: 1166.803833
	Iteration 7Q: 3 clusters Score -1.638346e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 369324 members 
Entering Unmasked Estep 
Score: -16386075.000000 Penalty: 1166.803833
	Iteration 8Q: 3 clusters Score -1.638608e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 370112 members 
Entering Unmasked Estep 
Score: -16386630.000000 Penalty: 1166.803833
	Iteration 9Q: 3 clusters Score -1.638663e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 370225 members 
Entering Unmasked Estep 
Score: -16386707.000000 Penalty: 1166.803833
	Iteration 10Q: 3 clusters Score -1.638671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 370240 members 
Entering Unmasked Estep 
Score: -16386723.000000 Penalty: 1166.803833
	Iteration 11Q: 3 clusters Score -1.638672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 370245 members 
Entering Unmasked Estep 
Score: -16386736.000000 Penalty: 1166.803833
	Iteration 12Q: 3 clusters Score -1.638674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 370245 members 
Entering Unmasked Estep 
Score: -16386740.000000 Penalty: 1166.803833
	Iteration 13Q: 3 clusters Score -1.638674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 370246 members 
Entering Unmasked Estep 
Score: -16386751.000000 Penalty: 1166.803833
	Iteration 14Q: 3 clusters Score -1.638675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 370246 members 
Entering Unmasked Estep 
Score: -16386751.000000 Penalty: 1166.803833
	Iteration 15Q: 3 clusters Score -1.638675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 370247 members 
Entering Unmasked Estep 
Score: -16386752.000000 Penalty: 1166.803833
	Iteration 16Q: 3 clusters Score -1.638675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 370247 members 
Entering Unmasked Estep 
Score: -16386752.000000 Penalty: 1166.803833
	Iteration 17F: 3 clusters Score -1.638675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -5860.171387 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -5860.171 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 106 members 
Entering Unmasked Estep 
Score: -5602.664551 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -5602.665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5854.174805 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -5854.175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5989.626953 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -5989.627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6041.679199 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -6041.679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6056.208008 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -6056.208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6059.996582 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -6059.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6059.996582 Penalty: 483.052338
	Iteration 6F: 3 clusters Score -6059.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 370282 members 
Mstep: Class 4 contains 136 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 25720 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 22360 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 45285 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 12222 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 72741 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 199964 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 5067 members 
Mstep: Class 23 contains 246712 members 
Mstep: Class 24 contains 66 members 
Entering Unmasked Estep 
Score: -46917324.000000 Penalty: 15206.294922
Splitting cluster 4 changes total score from -46917348.000000 to -46917324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -53261.214844 Penalty: 319.540497
	Iteration 0F: 2 clusters Score -53261.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -52353.773438 Penalty: 639.080994
	Iteration 0F: 3 clusters Score -52353.77 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52614.152344 Penalty: 639.080994
	Iteration 1F: 3 clusters Score -52614.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52675.554688 Penalty: 639.080994
	Iteration 2F: 3 clusters Score -52675.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52724.449219 Penalty: 639.080994
	Iteration 3F: 3 clusters Score -52724.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52771.226562 Penalty: 639.080994
	Iteration 4F: 3 clusters Score -52771.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52814.804688 Penalty: 639.080994
	Iteration 5Q: 3 clusters Score -52814.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52852.136719 Penalty: 639.080994
	Iteration 6Q: 3 clusters Score -52852.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52893.703125 Penalty: 639.080994
	Iteration 7Q: 3 clusters Score -52893.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -52923.222656 Penalty: 639.080994
	Iteration 8Q: 3 clusters Score -52923.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -52933.152344 Penalty: 639.080994
	Iteration 9Q: 3 clusters Score -52933.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -52946.652344 Penalty: 639.080994
	Iteration 10Q: 3 clusters Score -52946.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52954.734375 Penalty: 639.080994
	Iteration 11Q: 3 clusters Score -52954.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -52963.128906 Penalty: 639.080994
	Iteration 12Q: 3 clusters Score -52963.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -52966.039062 Penalty: 639.080994
	Iteration 13Q: 3 clusters Score -52966.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -52968.007812 Penalty: 639.080994
	Iteration 14Q: 3 clusters Score -52968.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -52969.734375 Penalty: 639.080994
	Iteration 15Q: 3 clusters Score -52969.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -52970.945312 Penalty: 639.080994
	Iteration 16Q: 3 clusters Score -52970.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -52973.652344 Penalty: 639.080994
	Iteration 17Q: 3 clusters Score -52973.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -52973.652344 Penalty: 639.080994
	Iteration 18F: 3 clusters Score -52973.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Entering Unmasked Estep 
Score: -1109076.125000 Penalty: 462.053619
	Iteration 0F: 2 clusters Score -1109076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1091912.375000 Penalty: 924.107239
	Iteration 0F: 3 clusters Score -1091912 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1099482.750000 Penalty: 924.107239
	Iteration 1F: 3 clusters Score -1099483 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1100458.000000 Penalty: 924.107239
	Iteration 2F: 3 clusters Score -1100458 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1101992.500000 Penalty: 924.107239
	Iteration 3F: 3 clusters Score -1101992 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1104169.625000 Penalty: 924.107239
	Iteration 4F: 3 clusters Score -1104170 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1106424.250000 Penalty: 924.107239
	Iteration 5F: 3 clusters Score -1106424 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1107922.375000 Penalty: 924.107239
	Iteration 6F: 3 clusters Score -1107922 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1108475.500000 Penalty: 924.107239
	Iteration 7Q: 3 clusters Score -1108476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1108622.500000 Penalty: 924.107239
	Iteration 8Q: 3 clusters Score -1108622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1108669.000000 Penalty: 924.107239
	Iteration 9Q: 3 clusters Score -1108669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1108687.375000 Penalty: 924.107239
	Iteration 10Q: 3 clusters Score -1108687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1108704.125000 Penalty: 924.107239
	Iteration 11Q: 3 clusters Score -1108704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1108705.625000 Penalty: 924.107239
	Iteration 12Q: 3 clusters Score -1108706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1108707.750000 Penalty: 924.107239
	Iteration 13Q: 3 clusters Score -1108708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1108713.625000 Penalty: 924.107239
	Iteration 14Q: 3 clusters Score -1108714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1108722.500000 Penalty: 924.107239
	Iteration 15Q: 3 clusters Score -1108722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1108728.000000 Penalty: 924.107239
	Iteration 16Q: 3 clusters Score -1108728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1108732.875000 Penalty: 924.107239
	Iteration 17Q: 3 clusters Score -1108733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1108734.625000 Penalty: 924.107239
	Iteration 18Q: 3 clusters Score -1108735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1108735.750000 Penalty: 924.107239
	Iteration 19Q: 3 clusters Score -1108736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1108736.625000 Penalty: 924.107239
	Iteration 20F: 3 clusters Score -1108737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1108736.750000 Penalty: 924.107239
	Iteration 21Q: 3 clusters Score -1108737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1108739.750000 Penalty: 924.107239
	Iteration 22Q: 3 clusters Score -1108740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1108739.750000 Penalty: 924.107239
	Iteration 23F: 3 clusters Score -1108740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -76947.664062 Penalty: 332.386047
	Iteration 0F: 2 clusters Score -76947.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75829.000000 Penalty: 664.772095
	Iteration 0F: 3 clusters Score -75829 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76146.304688 Penalty: 664.772095
	Iteration 1F: 3 clusters Score -76146.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -76192.929688 Penalty: 664.772095
	Iteration 2F: 3 clusters Score -76192.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -76224.703125 Penalty: 664.772095
	Iteration 3F: 3 clusters Score -76224.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76247.609375 Penalty: 664.772095
	Iteration 4Q: 3 clusters Score -76247.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -76264.656250 Penalty: 664.772095
	Iteration 5Q: 3 clusters Score -76264.66 nChanged 45
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: -76287.007812 Penalty: 664.772095
	Iteration 6Q: 3 clusters Score -76287.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76322.875000 Penalty: 664.772095
	Iteration 7Q: 3 clusters Score -76322.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76356.593750 Penalty: 664.772095
	Iteration 8Q: 3 clusters Score -76356.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76392.718750 Penalty: 664.772095
	Iteration 9Q: 3 clusters Score -76392.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76424.312500 Penalty: 664.772095
	Iteration 10Q: 3 clusters Score -76424.31 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76475.117188 Penalty: 664.772095
	Iteration 11Q: 3 clusters Score -76475.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76511.492188 Penalty: 664.772095
	Iteration 12Q: 3 clusters Score -76511.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -76539.195312 Penalty: 664.772095
	Iteration 13Q: 3 clusters Score -76539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76562.648438 Penalty: 664.772095
	Iteration 14Q: 3 clusters Score -76562.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -76588.539062 Penalty: 664.772095
	Iteration 15Q: 3 clusters Score -76588.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -76606.070312 Penalty: 664.772095
	Iteration 16Q: 3 clusters Score -76606.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -76623.085938 Penalty: 664.772095
	Iteration 17Q: 3 clusters Score -76623.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -76629.664062 Penalty: 664.772095
	Iteration 18Q: 3 clusters Score -76629.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -76634.101562 Penalty: 664.772095
	Iteration 19Q: 3 clusters Score -76634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -76635.687500 Penalty: 664.772095
	Iteration 20F: 3 clusters Score -76635.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Entering Unmasked Estep 
Score: -956569.812500 Penalty: 455.683807
	Iteration 0F: 2 clusters Score -956569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -941690.187500 Penalty: 911.367615
	Iteration 0F: 3 clusters Score -941690.2 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -947665.125000 Penalty: 911.367615
	Iteration 1F: 3 clusters Score -947665.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -948006.500000 Penalty: 911.367615
	Iteration 2Q: 3 clusters Score -948006.5 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -948623.875000 Penalty: 911.367615
	Iteration 3F: 3 clusters Score -948623.9 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -949754.875000 Penalty: 911.367615
	Iteration 4F: 3 clusters Score -949754.9 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -951461.500000 Penalty: 911.367615
	Iteration 5F: 3 clusters Score -951461.5 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -953445.750000 Penalty: 911.367615
	Iteration 6F: 3 clusters Score -953445.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -955019.375000 Penalty: 911.367615
	Iteration 7F: 3 clusters Score -955019.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -955801.000000 Penalty: 911.367615
	Iteration 8Q: 3 clusters Score -955801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -956104.687500 Penalty: 911.367615
	Iteration 9Q: 3 clusters Score -956104.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -956261.625000 Penalty: 911.367615
	Iteration 10Q: 3 clusters Score -956261.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -956353.000000 Penalty: 911.367615
	Iteration 11Q: 3 clusters Score -956353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -956404.437500 Penalty: 911.367615
	Iteration 12Q: 3 clusters Score -956404.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -956440.937500 Penalty: 911.367615
	Iteration 13Q: 3 clusters Score -956440.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -956469.562500 Penalty: 911.367615
	Iteration 14Q: 3 clusters Score -956469.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -956485.375000 Penalty: 911.367615
	Iteration 15Q: 3 clusters Score -956485.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -956492.437500 Penalty: 911.367615
	Iteration 16Q: 3 clusters Score -956492.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -956497.562500 Penalty: 911.367615
	Iteration 17Q: 3 clusters Score -956497.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -956502.562500 Penalty: 911.367615
	Iteration 18Q: 3 clusters Score -956502.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -956504.687500 Penalty: 911.367615
	Iteration 19Q: 3 clusters Score -956504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -956507.750000 Penalty: 911.367615
	Iteration 20F: 3 clusters Score -956507.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -956511.687500 Penalty: 911.367615
	Iteration 21Q: 3 clusters Score -956511.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -956510.187500 Penalty: 911.367615
	Iteration 22Q: 3 clusters Score -956510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -956513.500000 Penalty: 911.367615
	Iteration 23Q: 3 clusters Score -956513.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -956514.937500 Penalty: 911.367615
	Iteration 24Q: 3 clusters Score -956514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -956516.875000 Penalty: 911.367615
	Iteration 25Q: 3 clusters Score -956516.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -956520.250000 Penalty: 911.367615
	Iteration 26Q: 3 clusters Score -956520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -956524.375000 Penalty: 911.367615
	Iteration 27Q: 3 clusters Score -956524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -956525.500000 Penalty: 911.367615
	Iteration 28Q: 3 clusters Score -956525.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -956526.875000 Penalty: 911.367615
	Iteration 29Q: 3 clusters Score -956526.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -956526.437500 Penalty: 911.367615
	Iteration 30Q: 3 clusters Score -956526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -956528.312500 Penalty: 911.367615
	Iteration 31Q: 3 clusters Score -956528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -956530.687500 Penalty: 911.367615
	Iteration 32Q: 3 clusters Score -956530.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -956529.437500 Penalty: 911.367615
	Iteration 33Q: 3 clusters Score -956529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -956531.000000 Penalty: 911.367615
	Iteration 34Q: 3 clusters Score -956531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -956533.875000 Penalty: 911.367615
	Iteration 35Q: 3 clusters Score -956533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -956533.312500 Penalty: 911.367615
	Iteration 36Q: 3 clusters Score -956533.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -956532.375000 Penalty: 911.367615
	Iteration 37Q: 3 clusters Score -956532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -956534.250000 Penalty: 911.367615
	Iteration 38Q: 3 clusters Score -956534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -956535.875000 Penalty: 911.367615
	Iteration 39Q: 3 clusters Score -956535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -956536.000000 Penalty: 911.367615
	Iteration 40F: 3 clusters Score -956536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -956535.312500 Penalty: 911.367615
	Iteration 41Q: 3 clusters Score -956535.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -956534.687500 Penalty: 911.367615
	Iteration 42Q: 3 clusters Score -956534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -956535.875000 Penalty: 911.367615
	Iteration 43Q: 3 clusters Score -956535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -956535.812500 Penalty: 911.367615
	Iteration 44Q: 3 clusters Score -956535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -956538.187500 Penalty: 911.367615
	Iteration 45Q: 3 clusters Score -956538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -956539.812500 Penalty: 911.367615
	Iteration 46Q: 3 clusters Score -956539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -956539.875000 Penalty: 911.367615
	Iteration 47Q: 3 clusters Score -956539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -956539.000000 Penalty: 911.367615
	Iteration 48Q: 3 clusters Score -956539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -956539.500000 Penalty: 911.367615
	Iteration 49Q: 3 clusters Score -956539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -956543.187500 Penalty: 911.367615
	Iteration 50Q: 3 clusters Score -956543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -956545.125000 Penalty: 911.367615
	Iteration 51Q: 3 clusters Score -956545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -956548.312500 Penalty: 911.367615
	Iteration 52Q: 3 clusters Score -956548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -956547.687500 Penalty: 911.367615
	Iteration 53Q: 3 clusters Score -956547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -956545.562500 Penalty: 911.367615
	Iteration 54Q: 3 clusters Score -956545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -956546.437500 Penalty: 911.367615
	Iteration 55Q: 3 clusters Score -956546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -956550.500000 Penalty: 911.367615
	Iteration 56Q: 3 clusters Score -956550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -956553.187500 Penalty: 911.367615
	Iteration 57Q: 3 clusters Score -956553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -956552.750000 Penalty: 911.367615
	Iteration 58Q: 3 clusters Score -956552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -956552.625000 Penalty: 911.367615
	Iteration 59Q: 3 clusters Score -956552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -956551.062500 Penalty: 911.367615
	Iteration 60F: 3 clusters Score -956551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -956551.250000 Penalty: 911.367615
	Iteration 61Q: 3 clusters Score -956551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -956553.125000 Penalty: 911.367615
	Iteration 62Q: 3 clusters Score -956553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -956552.875000 Penalty: 911.367615
	Iteration 63Q: 3 clusters Score -956552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -956553.312500 Penalty: 911.367615
	Iteration 64Q: 3 clusters Score -956553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -956553.500000 Penalty: 911.367615
	Iteration 65Q: 3 clusters Score -956553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -956553.375000 Penalty: 911.367615
	Iteration 66Q: 3 clusters Score -956553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -956553.187500 Penalty: 911.367615
	Iteration 67Q: 3 clusters Score -956553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -956554.125000 Penalty: 911.367615
	Iteration 68Q: 3 clusters Score -956554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -956553.250000 Penalty: 911.367615
	Iteration 69Q: 3 clusters Score -956553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -956553.750000 Penalty: 911.367615
	Iteration 70Q: 3 clusters Score -956553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -956554.625000 Penalty: 911.367615
	Iteration 71Q: 3 clusters Score -956554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -956555.687500 Penalty: 911.367615
	Iteration 72Q: 3 clusters Score -956555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -956554.687500 Penalty: 911.367615
	Iteration 73Q: 3 clusters Score -956554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -956554.812500 Penalty: 911.367615
	Iteration 74Q: 3 clusters Score -956554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -956556.687500 Penalty: 911.367615
	Iteration 75Q: 3 clusters Score -956556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -956556.437500 Penalty: 911.367615
	Iteration 76Q: 3 clusters Score -956556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -956556.312500 Penalty: 911.367615
	Iteration 77Q: 3 clusters Score -956556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -956556.375000 Penalty: 911.367615
	Iteration 78Q: 3 clusters Score -956556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -956556.375000 Penalty: 911.367615
	Iteration 79F: 3 clusters Score -956556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Entering Unmasked Estep 
Score: -783140.937500 Penalty: 445.080902
	Iteration 0F: 2 clusters Score -783140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -771420.187500 Penalty: 890.161804
	Iteration 0F: 3 clusters Score -771420.2 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -776156.312500 Penalty: 890.161804
	Iteration 1F: 3 clusters Score -776156.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -776434.437500 Penalty: 890.161804
	Iteration 2Q: 3 clusters Score -776434.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -776883.500000 Penalty: 890.161804
	Iteration 3Q: 3 clusters Score -776883.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -777620.625000 Penalty: 890.161804
	Iteration 4F: 3 clusters Score -777620.6 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -778578.750000 Penalty: 890.161804
	Iteration 5F: 3 clusters Score -778578.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -779304.750000 Penalty: 890.161804
	Iteration 6F: 3 clusters Score -779304.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -779575.250000 Penalty: 890.161804
	Iteration 7Q: 3 clusters Score -779575.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -779668.062500 Penalty: 890.161804
	Iteration 8Q: 3 clusters Score -779668.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -779719.500000 Penalty: 890.161804
	Iteration 9Q: 3 clusters Score -779719.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -779763.875000 Penalty: 890.161804
	Iteration 10Q: 3 clusters Score -779763.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -779815.437500 Penalty: 890.161804
	Iteration 11Q: 3 clusters Score -779815.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -779874.312500 Penalty: 890.161804
	Iteration 12Q: 3 clusters Score -779874.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -779934.062500 Penalty: 890.161804
	Iteration 13Q: 3 clusters Score -779934.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -780008.500000 Penalty: 890.161804
	Iteration 14Q: 3 clusters Score -780008.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -780091.875000 Penalty: 890.161804
	Iteration 15Q: 3 clusters Score -780091.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -780180.687500 Penalty: 890.161804
	Iteration 16Q: 3 clusters Score -780180.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -780289.125000 Penalty: 890.161804
	Iteration 17Q: 3 clusters Score -780289.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -780412.625000 Penalty: 890.161804
	Iteration 18Q: 3 clusters Score -780412.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -780551.125000 Penalty: 890.161804
	Iteration 19Q: 3 clusters Score -780551.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -780704.750000 Penalty: 890.161804
	Iteration 20F: 3 clusters Score -780704.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -780857.250000 Penalty: 890.161804
	Iteration 21Q: 3 clusters Score -780857.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -781015.437500 Penalty: 890.161804
	Iteration 22Q: 3 clusters Score -781015.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -781205.625000 Penalty: 890.161804
	Iteration 23Q: 3 clusters Score -781205.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -781401.312500 Penalty: 890.161804
	Iteration 24Q: 3 clusters Score -781401.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -781570.625000 Penalty: 890.161804
	Iteration 25Q: 3 clusters Score -781570.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -781761.500000 Penalty: 890.161804
	Iteration 26Q: 3 clusters Score -781761.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -781950.750000 Penalty: 890.161804
	Iteration 27Q: 3 clusters Score -781950.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -782132.437500 Penalty: 890.161804
	Iteration 28Q: 3 clusters Score -782132.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -782287.875000 Penalty: 890.161804
	Iteration 29Q: 3 clusters Score -782287.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -782415.875000 Penalty: 890.161804
	Iteration 30Q: 3 clusters Score -782415.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -782514.437500 Penalty: 890.161804
	Iteration 31Q: 3 clusters Score -782514.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -782585.562500 Penalty: 890.161804
	Iteration 32Q: 3 clusters Score -782585.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -782640.187500 Penalty: 890.161804
	Iteration 33Q: 3 clusters Score -782640.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -782689.625000 Penalty: 890.161804
	Iteration 34Q: 3 clusters Score -782689.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -782709.187500 Penalty: 890.161804
	Iteration 35Q: 3 clusters Score -782709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -782715.500000 Penalty: 890.161804
	Iteration 36Q: 3 clusters Score -782715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -782721.750000 Penalty: 890.161804
	Iteration 37Q: 3 clusters Score -782721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -782723.625000 Penalty: 890.161804
	Iteration 38Q: 3 clusters Score -782723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -782723.625000 Penalty: 890.161804
	Iteration 39Q: 3 clusters Score -782723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -782725.500000 Penalty: 890.161804
	Iteration 40F: 3 clusters Score -782725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -49218.796875 Penalty: 327.483307
	Iteration 0F: 2 clusters Score -49218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -48192.816406 Penalty: 654.966614
	Iteration 0F: 3 clusters Score -48192.82 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -48495.949219 Penalty: 654.966614
	Iteration 1F: 3 clusters Score -48495.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48545.734375 Penalty: 654.966614
	Iteration 2F: 3 clusters Score -48545.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -48597.898438 Penalty: 654.966614
	Iteration 3F: 3 clusters Score -48597.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -48643.558594 Penalty: 654.966614
	Iteration 4F: 3 clusters Score -48643.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -48690.167969 Penalty: 654.966614
	Iteration 5Q: 3 clusters Score -48690.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48718.167969 Penalty: 654.966614
	Iteration 6Q: 3 clusters Score -48718.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -48741.800781 Penalty: 654.966614
	Iteration 7Q: 3 clusters Score -48741.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -48771.191406 Penalty: 654.966614
	Iteration 8Q: 3 clusters Score -48771.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -48797.078125 Penalty: 654.966614
	Iteration 9Q: 3 clusters Score -48797.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48823.023438 Penalty: 654.966614
	Iteration 10Q: 3 clusters Score -48823.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48846.617188 Penalty: 654.966614
	Iteration 11Q: 3 clusters Score -48846.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -48867.632812 Penalty: 654.966614
	Iteration 12Q: 3 clusters Score -48867.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -48884.898438 Penalty: 654.966614
	Iteration 13Q: 3 clusters Score -48884.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -48901.785156 Penalty: 654.966614
	Iteration 14Q: 3 clusters Score -48901.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -48912.500000 Penalty: 654.966614
	Iteration 15Q: 3 clusters Score -48912.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -48918.917969 Penalty: 654.966614
	Iteration 16Q: 3 clusters Score -48918.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -48923.070312 Penalty: 654.966614
	Iteration 17Q: 3 clusters Score -48923.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -48926.753906 Penalty: 654.966614
	Iteration 18Q: 3 clusters Score -48926.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -48933.914062 Penalty: 654.966614
	Iteration 19Q: 3 clusters Score -48933.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -48943.535156 Penalty: 654.966614
	Iteration 20F: 3 clusters Score -48943.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -48948.609375 Penalty: 654.966614
	Iteration 21Q: 3 clusters Score -48948.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -48955.761719 Penalty: 654.966614
	Iteration 22Q: 3 clusters Score -48955.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -48965.308594 Penalty: 654.966614
	Iteration 23Q: 3 clusters Score -48965.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -48974.371094 Penalty: 654.966614
	Iteration 24Q: 3 clusters Score -48974.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -48984.019531 Penalty: 654.966614
	Iteration 25Q: 3 clusters Score -48984.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -48992.218750 Penalty: 654.966614
	Iteration 26Q: 3 clusters Score -48992.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -49000.527344 Penalty: 654.966614
	Iteration 27Q: 3 clusters Score -49000.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -49009.738281 Penalty: 654.966614
	Iteration 28Q: 3 clusters Score -49009.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -49019.488281 Penalty: 654.966614
	Iteration 29Q: 3 clusters Score -49019.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -49035.675781 Penalty: 654.966614
	Iteration 30Q: 3 clusters Score -49035.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -49057.335938 Penalty: 654.966614
	Iteration 31Q: 3 clusters Score -49057.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -49072.464844 Penalty: 654.966614
	Iteration 32Q: 3 clusters Score -49072.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49087.554688 Penalty: 654.966614
	Iteration 33Q: 3 clusters Score -49087.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -49096.144531 Penalty: 654.966614
	Iteration 34Q: 3 clusters Score -49096.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -49103.265625 Penalty: 654.966614
	Iteration 35Q: 3 clusters Score -49103.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49106.468750 Penalty: 654.966614
	Iteration 36Q: 3 clusters Score -49106.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49108.335938 Penalty: 654.966614
	Iteration 37Q: 3 clusters Score -49108.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49109.042969 Penalty: 654.966614
	Iteration 38Q: 3 clusters Score -49109.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49109.945312 Penalty: 654.966614
	Iteration 39Q: 3 clusters Score -49109.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49110.343750 Penalty: 654.966614
	Iteration 40F: 3 clusters Score -49110.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49110.960938 Penalty: 654.966614
	Iteration 41Q: 3 clusters Score -49110.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49110.960938 Penalty: 654.966614
	Iteration 42F: 3 clusters Score -49110.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Entering Unmasked Estep 
Score: -1992064.000000 Penalty: 487.793243
	Iteration 0F: 2 clusters Score -1992064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1961710.000000 Penalty: 975.586487
	Iteration 0F: 3 clusters Score -1961710 nChanged 21834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -1974796.875000 Penalty: 975.586487
	Iteration 1F: 3 clusters Score -1974797 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -1975275.125000 Penalty: 975.586487
	Iteration 2Q: 3 clusters Score -1975275 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -1975931.500000 Penalty: 975.586487
	Iteration 3Q: 3 clusters Score -1975932 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -1976917.250000 Penalty: 975.586487
	Iteration 4Q: 3 clusters Score -1976917 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -1978440.750000 Penalty: 975.586487
	Iteration 5F: 3 clusters Score -1978441 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -1980652.000000 Penalty: 975.586487
	Iteration 6F: 3 clusters Score -1980652 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1983526.250000 Penalty: 975.586487
	Iteration 7F: 3 clusters Score -1983526 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -1986547.625000 Penalty: 975.586487
	Iteration 8F: 3 clusters Score -1986548 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -1989071.875000 Penalty: 975.586487
	Iteration 9F: 3 clusters Score -1989072 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -1990675.250000 Penalty: 975.586487
	Iteration 10Q: 3 clusters Score -1990675 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -1991346.250000 Penalty: 975.586487
	Iteration 11Q: 3 clusters Score -1991346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -1991587.750000 Penalty: 975.586487
	Iteration 12Q: 3 clusters Score -1991588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -1991684.875000 Penalty: 975.586487
	Iteration 13Q: 3 clusters Score -1991685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -1991696.000000 Penalty: 975.586487
	Iteration 14Q: 3 clusters Score -1991696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -1991701.375000 Penalty: 975.586487
	Iteration 15Q: 3 clusters Score -1991701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -1991703.750000 Penalty: 975.586487
	Iteration 16Q: 3 clusters Score -1991704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -1991707.375000 Penalty: 975.586487
	Iteration 17Q: 3 clusters Score -1991707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -1991707.500000 Penalty: 975.586487
	Iteration 18Q: 3 clusters Score -1991708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -1991707.625000 Penalty: 975.586487
	Iteration 19Q: 3 clusters Score -1991708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -1991707.375000 Penalty: 975.586487
	Iteration 20F: 3 clusters Score -1991707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -3710.692871 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -3710.693 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 44 members 
Entering Unmasked Estep 
Score: -3511.399658 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -3511.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3538.388672 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -3538.389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3548.575195 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -3548.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3551.073975 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -3551.074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3553.250488 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -3553.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3553.514404 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -3553.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3553.514404 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -3553.514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -252230.437500 Penalty: 393.756744
	Iteration 0F: 2 clusters Score -252230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -248376.109375 Penalty: 787.513489
	Iteration 0F: 3 clusters Score -248376.1 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -250053.609375 Penalty: 787.513489
	Iteration 1F: 3 clusters Score -250053.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -250469.468750 Penalty: 787.513489
	Iteration 2F: 3 clusters Score -250469.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -250905.171875 Penalty: 787.513489
	Iteration 3F: 3 clusters Score -250905.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -251258.000000 Penalty: 787.513489
	Iteration 4F: 3 clusters Score -251258 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -251456.875000 Penalty: 787.513489
	Iteration 5F: 3 clusters Score -251456.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -251573.203125 Penalty: 787.513489
	Iteration 6Q: 3 clusters Score -251573.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -251636.656250 Penalty: 787.513489
	Iteration 7Q: 3 clusters Score -251636.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -251677.140625 Penalty: 787.513489
	Iteration 8Q: 3 clusters Score -251677.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -251702.859375 Penalty: 787.513489
	Iteration 9Q: 3 clusters Score -251702.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -251722.109375 Penalty: 787.513489
	Iteration 10Q: 3 clusters Score -251722.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -251749.343750 Penalty: 787.513489
	Iteration 11Q: 3 clusters Score -251749.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -251778.984375 Penalty: 787.513489
	Iteration 12Q: 3 clusters Score -251779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -251801.562500 Penalty: 787.513489
	Iteration 13Q: 3 clusters Score -251801.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -251819.171875 Penalty: 787.513489
	Iteration 14Q: 3 clusters Score -251819.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -251841.156250 Penalty: 787.513489
	Iteration 15Q: 3 clusters Score -251841.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -251862.484375 Penalty: 787.513489
	Iteration 16Q: 3 clusters Score -251862.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -251879.078125 Penalty: 787.513489
	Iteration 17Q: 3 clusters Score -251879.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -251887.625000 Penalty: 787.513489
	Iteration 18Q: 3 clusters Score -251887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -251894.843750 Penalty: 787.513489
	Iteration 19Q: 3 clusters Score -251894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -251901.250000 Penalty: 787.513489
	Iteration 20F: 3 clusters Score -251901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -251910.421875 Penalty: 787.513489
	Iteration 21Q: 3 clusters Score -251910.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -251923.125000 Penalty: 787.513489
	Iteration 22Q: 3 clusters Score -251923.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -251936.718750 Penalty: 787.513489
	Iteration 23Q: 3 clusters Score -251936.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -251942.718750 Penalty: 787.513489
	Iteration 24Q: 3 clusters Score -251942.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -251946.218750 Penalty: 787.513489
	Iteration 25Q: 3 clusters Score -251946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -251950.000000 Penalty: 787.513489
	Iteration 26Q: 3 clusters Score -251950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -251953.890625 Penalty: 787.513489
	Iteration 27Q: 3 clusters Score -251953.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -251955.562500 Penalty: 787.513489
	Iteration 28Q: 3 clusters Score -251955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -251957.187500 Penalty: 787.513489
	Iteration 29Q: 3 clusters Score -251957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -251958.187500 Penalty: 787.513489
	Iteration 30Q: 3 clusters Score -251958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -251960.531250 Penalty: 787.513489
	Iteration 31Q: 3 clusters Score -251960.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -251961.750000 Penalty: 787.513489
	Iteration 32Q: 3 clusters Score -251961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -251963.906250 Penalty: 787.513489
	Iteration 33Q: 3 clusters Score -251963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251965.031250 Penalty: 787.513489
	Iteration 34Q: 3 clusters Score -251965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -251966.531250 Penalty: 787.513489
	Iteration 35Q: 3 clusters Score -251966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251969.625000 Penalty: 787.513489
	Iteration 36Q: 3 clusters Score -251969.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -251971.671875 Penalty: 787.513489
	Iteration 37Q: 3 clusters Score -251971.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -251973.781250 Penalty: 787.513489
	Iteration 38Q: 3 clusters Score -251973.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -251974.843750 Penalty: 787.513489
	Iteration 39Q: 3 clusters Score -251974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -251975.890625 Penalty: 787.513489
	Iteration 40F: 3 clusters Score -251975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -251976.453125 Penalty: 787.513489
	Iteration 41Q: 3 clusters Score -251976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -251977.343750 Penalty: 787.513489
	Iteration 42Q: 3 clusters Score -251977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -251978.000000 Penalty: 787.513489
	Iteration 43Q: 3 clusters Score -251978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -251978.203125 Penalty: 787.513489
	Iteration 44Q: 3 clusters Score -251978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251978.765625 Penalty: 787.513489
	Iteration 45Q: 3 clusters Score -251978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -251978.671875 Penalty: 787.513489
	Iteration 46Q: 3 clusters Score -251978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -251978.843750 Penalty: 787.513489
	Iteration 47Q: 3 clusters Score -251978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -251979.046875 Penalty: 787.513489
	Iteration 48Q: 3 clusters Score -251979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -251979.046875 Penalty: 787.513489
	Iteration 49F: 3 clusters Score -251979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -590057.187500 Penalty: 428.200165
	Iteration 0F: 2 clusters Score -590057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -581729.000000 Penalty: 856.400330
	Iteration 0F: 3 clusters Score -581729 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -585028.625000 Penalty: 856.400330
	Iteration 1F: 3 clusters Score -585028.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -585226.937500 Penalty: 856.400330
	Iteration 2Q: 3 clusters Score -585226.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -585434.125000 Penalty: 856.400330
	Iteration 3Q: 3 clusters Score -585434.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -585692.562500 Penalty: 856.400330
	Iteration 4Q: 3 clusters Score -585692.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -586074.562500 Penalty: 856.400330
	Iteration 5F: 3 clusters Score -586074.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -586559.250000 Penalty: 856.400330
	Iteration 6F: 3 clusters Score -586559.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -587132.875000 Penalty: 856.400330
	Iteration 7F: 3 clusters Score -587132.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -587586.250000 Penalty: 856.400330
	Iteration 8F: 3 clusters Score -587586.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -587884.062500 Penalty: 856.400330
	Iteration 9Q: 3 clusters Score -587884.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -588066.000000 Penalty: 856.400330
	Iteration 10Q: 3 clusters Score -588066 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -588218.062500 Penalty: 856.400330
	Iteration 11Q: 3 clusters Score -588218.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -588349.875000 Penalty: 856.400330
	Iteration 12Q: 3 clusters Score -588349.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -588454.750000 Penalty: 856.400330
	Iteration 13Q: 3 clusters Score -588454.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -588561.625000 Penalty: 856.400330
	Iteration 14Q: 3 clusters Score -588561.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -588656.312500 Penalty: 856.400330
	Iteration 15Q: 3 clusters Score -588656.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -588733.625000 Penalty: 856.400330
	Iteration 16Q: 3 clusters Score -588733.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -588803.500000 Penalty: 856.400330
	Iteration 17Q: 3 clusters Score -588803.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -588877.312500 Penalty: 856.400330
	Iteration 18Q: 3 clusters Score -588877.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -588954.375000 Penalty: 856.400330
	Iteration 19Q: 3 clusters Score -588954.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -589029.250000 Penalty: 856.400330
	Iteration 20F: 3 clusters Score -589029.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -589099.562500 Penalty: 856.400330
	Iteration 21Q: 3 clusters Score -589099.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -589155.875000 Penalty: 856.400330
	Iteration 22Q: 3 clusters Score -589155.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -589198.375000 Penalty: 856.400330
	Iteration 23Q: 3 clusters Score -589198.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -589241.625000 Penalty: 856.400330
	Iteration 24Q: 3 clusters Score -589241.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -589291.000000 Penalty: 856.400330
	Iteration 25Q: 3 clusters Score -589291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -589332.062500 Penalty: 856.400330
	Iteration 26Q: 3 clusters Score -589332.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -589356.562500 Penalty: 856.400330
	Iteration 27Q: 3 clusters Score -589356.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -589375.687500 Penalty: 856.400330
	Iteration 28Q: 3 clusters Score -589375.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -589390.562500 Penalty: 856.400330
	Iteration 29Q: 3 clusters Score -589390.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -589404.062500 Penalty: 856.400330
	Iteration 30Q: 3 clusters Score -589404.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -589421.500000 Penalty: 856.400330
	Iteration 31Q: 3 clusters Score -589421.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -589439.312500 Penalty: 856.400330
	Iteration 32Q: 3 clusters Score -589439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -589446.062500 Penalty: 856.400330
	Iteration 33Q: 3 clusters Score -589446.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -589453.187500 Penalty: 856.400330
	Iteration 34Q: 3 clusters Score -589453.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -589467.500000 Penalty: 856.400330
	Iteration 35Q: 3 clusters Score -589467.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -589484.437500 Penalty: 856.400330
	Iteration 36Q: 3 clusters Score -589484.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -589502.000000 Penalty: 856.400330
	Iteration 37Q: 3 clusters Score -589502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -589514.062500 Penalty: 856.400330
	Iteration 38Q: 3 clusters Score -589514.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -589528.187500 Penalty: 856.400330
	Iteration 39Q: 3 clusters Score -589528.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -589541.625000 Penalty: 856.400330
	Iteration 40F: 3 clusters Score -589541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -589551.875000 Penalty: 856.400330
	Iteration 41Q: 3 clusters Score -589551.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -589559.062500 Penalty: 856.400330
	Iteration 42Q: 3 clusters Score -589559.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -589566.750000 Penalty: 856.400330
	Iteration 43Q: 3 clusters Score -589566.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -589576.687500 Penalty: 856.400330
	Iteration 44Q: 3 clusters Score -589576.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -589582.437500 Penalty: 856.400330
	Iteration 45Q: 3 clusters Score -589582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -589591.187500 Penalty: 856.400330
	Iteration 46Q: 3 clusters Score -589591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -589599.812500 Penalty: 856.400330
	Iteration 47Q: 3 clusters Score -589599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -589605.750000 Penalty: 856.400330
	Iteration 48Q: 3 clusters Score -589605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -589613.062500 Penalty: 856.400330
	Iteration 49Q: 3 clusters Score -589613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -589621.937500 Penalty: 856.400330
	Iteration 50Q: 3 clusters Score -589621.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -589626.062500 Penalty: 856.400330
	Iteration 51Q: 3 clusters Score -589626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -589628.062500 Penalty: 856.400330
	Iteration 52Q: 3 clusters Score -589628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -589632.250000 Penalty: 856.400330
	Iteration 53Q: 3 clusters Score -589632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -589636.000000 Penalty: 856.400330
	Iteration 54Q: 3 clusters Score -589636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -589641.312500 Penalty: 856.400330
	Iteration 55Q: 3 clusters Score -589641.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -589649.750000 Penalty: 856.400330
	Iteration 56Q: 3 clusters Score -589649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -589653.312500 Penalty: 856.400330
	Iteration 57Q: 3 clusters Score -589653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -589654.750000 Penalty: 856.400330
	Iteration 58Q: 3 clusters Score -589654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -589655.437500 Penalty: 856.400330
	Iteration 59Q: 3 clusters Score -589655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -589657.250000 Penalty: 856.400330
	Iteration 60F: 3 clusters Score -589657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -589659.500000 Penalty: 856.400330
	Iteration 61Q: 3 clusters Score -589659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -589659.500000 Penalty: 856.400330
	Iteration 62Q: 3 clusters Score -589659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -589659.500000 Penalty: 856.400330
	Iteration 63F: 3 clusters Score -589659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Entering Unmasked Estep 
Score: -1137955.500000 Penalty: 461.837250
	Iteration 0F: 2 clusters Score -1137956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1120668.375000 Penalty: 923.674500
	Iteration 0F: 3 clusters Score -1120668 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1128503.000000 Penalty: 923.674500
	Iteration 1F: 3 clusters Score -1128503 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1129773.625000 Penalty: 923.674500
	Iteration 2F: 3 clusters Score -1129774 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1131814.000000 Penalty: 923.674500
	Iteration 3F: 3 clusters Score -1131814 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -1134265.875000 Penalty: 923.674500
	Iteration 4F: 3 clusters Score -1134266 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1136206.875000 Penalty: 923.674500
	Iteration 5F: 3 clusters Score -1136207 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -1137133.875000 Penalty: 923.674500
	Iteration 6Q: 3 clusters Score -1137134 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1137404.125000 Penalty: 923.674500
	Iteration 7Q: 3 clusters Score -1137404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -1137475.375000 Penalty: 923.674500
	Iteration 8Q: 3 clusters Score -1137475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -1137510.875000 Penalty: 923.674500
	Iteration 9Q: 3 clusters Score -1137511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1137537.750000 Penalty: 923.674500
	Iteration 10Q: 3 clusters Score -1137538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1137539.250000 Penalty: 923.674500
	Iteration 11Q: 3 clusters Score -1137539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1137541.000000 Penalty: 923.674500
	Iteration 12Q: 3 clusters Score -1137541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -1137541.000000 Penalty: 923.674500
	Iteration 13F: 3 clusters Score -1137541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Entering Unmasked Estep 
Score: -3243009.250000 Penalty: 509.357025
	Iteration 0F: 2 clusters Score -3243009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -3193870.000000 Penalty: 1018.714050
	Iteration 0F: 3 clusters Score -3193870 nChanged 35482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3215098.250000 Penalty: 1018.714050
	Iteration 1F: 3 clusters Score -3215098 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3216093.500000 Penalty: 1018.714050
	Iteration 2Q: 3 clusters Score -3216094 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3217912.250000 Penalty: 1018.714050
	Iteration 3F: 3 clusters Score -3217912 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3221038.750000 Penalty: 1018.714050
	Iteration 4F: 3 clusters Score -3221039 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3225883.500000 Penalty: 1018.714050
	Iteration 5F: 3 clusters Score -3225884 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3232165.750000 Penalty: 1018.714050
	Iteration 6F: 3 clusters Score -3232166 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3237983.750000 Penalty: 1018.714050
	Iteration 7F: 3 clusters Score -3237984 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3241288.500000 Penalty: 1018.714050
	Iteration 8Q: 3 clusters Score -3241288 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3242278.000000 Penalty: 1018.714050
	Iteration 9Q: 3 clusters Score -3242278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3242473.250000 Penalty: 1018.714050
	Iteration 10Q: 3 clusters Score -3242473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3242535.500000 Penalty: 1018.714050
	Iteration 11Q: 3 clusters Score -3242536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3242547.500000 Penalty: 1018.714050
	Iteration 12Q: 3 clusters Score -3242548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3242555.250000 Penalty: 1018.714050
	Iteration 13Q: 3 clusters Score -3242555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3242556.250000 Penalty: 1018.714050
	Iteration 14Q: 3 clusters Score -3242556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3242556.250000 Penalty: 1018.714050
	Iteration 15F: 3 clusters Score -3242556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Entering Unmasked Estep 
Score: -482431.906250 Penalty: 423.621674
	Iteration 0F: 2 clusters Score -482431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -475057.187500 Penalty: 847.243347
	Iteration 0F: 3 clusters Score -475057.2 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -477885.843750 Penalty: 847.243347
	Iteration 1F: 3 clusters Score -477885.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -478000.843750 Penalty: 847.243347
	Iteration 2Q: 3 clusters Score -478000.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -478115.250000 Penalty: 847.243347
	Iteration 3Q: 3 clusters Score -478115.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -478231.687500 Penalty: 847.243347
	Iteration 4Q: 3 clusters Score -478231.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -478364.281250 Penalty: 847.243347
	Iteration 5Q: 3 clusters Score -478364.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -478536.250000 Penalty: 847.243347
	Iteration 6Q: 3 clusters Score -478536.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -478832.062500 Penalty: 847.243347
	Iteration 7Q: 3 clusters Score -478832.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -479366.625000 Penalty: 847.243347
	Iteration 8F: 3 clusters Score -479366.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -480046.593750 Penalty: 847.243347
	Iteration 9F: 3 clusters Score -480046.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -480680.031250 Penalty: 847.243347
	Iteration 10F: 3 clusters Score -480680 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -481089.187500 Penalty: 847.243347
	Iteration 11Q: 3 clusters Score -481089.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -481322.375000 Penalty: 847.243347
	Iteration 12Q: 3 clusters Score -481322.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -481485.343750 Penalty: 847.243347
	Iteration 13Q: 3 clusters Score -481485.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -481621.593750 Penalty: 847.243347
	Iteration 14Q: 3 clusters Score -481621.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -481761.875000 Penalty: 847.243347
	Iteration 15Q: 3 clusters Score -481761.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -481899.531250 Penalty: 847.243347
	Iteration 16Q: 3 clusters Score -481899.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -482006.937500 Penalty: 847.243347
	Iteration 17Q: 3 clusters Score -482006.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -482087.406250 Penalty: 847.243347
	Iteration 18Q: 3 clusters Score -482087.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -482128.093750 Penalty: 847.243347
	Iteration 19Q: 3 clusters Score -482128.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -482149.937500 Penalty: 847.243347
	Iteration 20F: 3 clusters Score -482149.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -482158.187500 Penalty: 847.243347
	Iteration 21Q: 3 clusters Score -482158.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -482160.625000 Penalty: 847.243347
	Iteration 22Q: 3 clusters Score -482160.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -482164.031250 Penalty: 847.243347
	Iteration 23Q: 3 clusters Score -482164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -482169.500000 Penalty: 847.243347
	Iteration 24Q: 3 clusters Score -482169.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -482170.562500 Penalty: 847.243347
	Iteration 25Q: 3 clusters Score -482170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -482172.156250 Penalty: 847.243347
	Iteration 26Q: 3 clusters Score -482172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -482173.812500 Penalty: 847.243347
	Iteration 27Q: 3 clusters Score -482173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -482174.750000 Penalty: 847.243347
	Iteration 28Q: 3 clusters Score -482174.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -482174.781250 Penalty: 847.243347
	Iteration 29Q: 3 clusters Score -482174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -482176.656250 Penalty: 847.243347
	Iteration 30Q: 3 clusters Score -482176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -482177.031250 Penalty: 847.243347
	Iteration 31Q: 3 clusters Score -482177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -482176.281250 Penalty: 847.243347
	Iteration 32Q: 3 clusters Score -482176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -482176.031250 Penalty: 847.243347
	Iteration 33Q: 3 clusters Score -482176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -482176.968750 Penalty: 847.243347
	Iteration 34Q: 3 clusters Score -482177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -482177.062500 Penalty: 847.243347
	Iteration 35Q: 3 clusters Score -482177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -482177.437500 Penalty: 847.243347
	Iteration 36Q: 3 clusters Score -482177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -482178.156250 Penalty: 847.243347
	Iteration 37Q: 3 clusters Score -482178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -482177.250000 Penalty: 847.243347
	Iteration 38Q: 3 clusters Score -482177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -482177.656250 Penalty: 847.243347
	Iteration 39Q: 3 clusters Score -482177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -482177.656250 Penalty: 847.243347
	Iteration 40F: 3 clusters Score -482177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199964 members 
Entering Unmasked Estep 
Score: -8734262.000000 Penalty: 555.368103
	Iteration 0F: 2 clusters Score -8734262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -8598339.000000 Penalty: 1110.736206
	Iteration 0F: 3 clusters Score -8598339 nChanged 98317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -8657845.000000 Penalty: 1110.736206
	Iteration 1F: 3 clusters Score -8657845 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -8659116.000000 Penalty: 1110.736206
	Iteration 2Q: 3 clusters Score -8659116 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -8660860.000000 Penalty: 1110.736206
	Iteration 3Q: 3 clusters Score -8660860 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -8663435.000000 Penalty: 1110.736206
	Iteration 4Q: 3 clusters Score -8663435 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -8667236.000000 Penalty: 1110.736206
	Iteration 5Q: 3 clusters Score -8667236 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118071 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -8672929.000000 Penalty: 1110.736206
	Iteration 6F: 3 clusters Score -8672929 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123852 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -8680981.000000 Penalty: 1110.736206
	Iteration 7F: 3 clusters Score -8680981 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -8690278.000000 Penalty: 1110.736206
	Iteration 8F: 3 clusters Score -8690278 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -8697618.000000 Penalty: 1110.736206
	Iteration 9F: 3 clusters Score -8697618 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -8700955.000000 Penalty: 1110.736206
	Iteration 10Q: 3 clusters Score -8700955 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -8702444.000000 Penalty: 1110.736206
	Iteration 11Q: 3 clusters Score -8702444 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -8703591.000000 Penalty: 1110.736206
	Iteration 12Q: 3 clusters Score -8703591 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -8704897.000000 Penalty: 1110.736206
	Iteration 13Q: 3 clusters Score -8704897 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -8706354.000000 Penalty: 1110.736206
	Iteration 14Q: 3 clusters Score -8706354 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8707917.000000 Penalty: 1110.736206
	Iteration 15Q: 3 clusters Score -8707917 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -8709644.000000 Penalty: 1110.736206
	Iteration 16Q: 3 clusters Score -8709644 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -8711778.000000 Penalty: 1110.736206
	Iteration 17Q: 3 clusters Score -8711778 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -8714062.000000 Penalty: 1110.736206
	Iteration 18Q: 3 clusters Score -8714062 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -8716552.000000 Penalty: 1110.736206
	Iteration 19Q: 3 clusters Score -8716552 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176879 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -8719123.000000 Penalty: 1110.736206
	Iteration 20F: 3 clusters Score -8719123 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180647 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -8721730.000000 Penalty: 1110.736206
	Iteration 21Q: 3 clusters Score -8721730 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184011 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -8724203.000000 Penalty: 1110.736206
	Iteration 22Q: 3 clusters Score -8724203 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -8726476.000000 Penalty: 1110.736206
	Iteration 23Q: 3 clusters Score -8726476 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -8728299.000000 Penalty: 1110.736206
	Iteration 24Q: 3 clusters Score -8728299 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190924 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -8729613.000000 Penalty: 1110.736206
	Iteration 25Q: 3 clusters Score -8729613 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192317 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -8730661.000000 Penalty: 1110.736206
	Iteration 26Q: 3 clusters Score -8730661 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8731413.000000 Penalty: 1110.736206
	Iteration 27Q: 3 clusters Score -8731413 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194209 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8731924.000000 Penalty: 1110.736206
	Iteration 28Q: 3 clusters Score -8731924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194844 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8732254.000000 Penalty: 1110.736206
	Iteration 29Q: 3 clusters Score -8732254 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195366 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8732487.000000 Penalty: 1110.736206
	Iteration 30Q: 3 clusters Score -8732487 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195829 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8732709.000000 Penalty: 1110.736206
	Iteration 31Q: 3 clusters Score -8732709 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196228 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8732888.000000 Penalty: 1110.736206
	Iteration 32Q: 3 clusters Score -8732888 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196579 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8733036.000000 Penalty: 1110.736206
	Iteration 33Q: 3 clusters Score -8733036 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8733131.000000 Penalty: 1110.736206
	Iteration 34Q: 3 clusters Score -8733131 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8733212.000000 Penalty: 1110.736206
	Iteration 35Q: 3 clusters Score -8733212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197384 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8733319.000000 Penalty: 1110.736206
	Iteration 36Q: 3 clusters Score -8733319 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197582 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8733386.000000 Penalty: 1110.736206
	Iteration 37Q: 3 clusters Score -8733386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197731 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8733395.000000 Penalty: 1110.736206
	Iteration 38Q: 3 clusters Score -8733395 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197880 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8733423.000000 Penalty: 1110.736206
	Iteration 39Q: 3 clusters Score -8733423 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198017 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8733459.000000 Penalty: 1110.736206
	Iteration 40F: 3 clusters Score -8733459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198162 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8733495.000000 Penalty: 1110.736206
	Iteration 41Q: 3 clusters Score -8733495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198292 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8733524.000000 Penalty: 1110.736206
	Iteration 42Q: 3 clusters Score -8733524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198412 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8733566.000000 Penalty: 1110.736206
	Iteration 43Q: 3 clusters Score -8733566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8733591.000000 Penalty: 1110.736206
	Iteration 44Q: 3 clusters Score -8733591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198608 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8733615.000000 Penalty: 1110.736206
	Iteration 45Q: 3 clusters Score -8733615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8733627.000000 Penalty: 1110.736206
	Iteration 46Q: 3 clusters Score -8733627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198757 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8733644.000000 Penalty: 1110.736206
	Iteration 47Q: 3 clusters Score -8733644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198826 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8733677.000000 Penalty: 1110.736206
	Iteration 48Q: 3 clusters Score -8733677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198882 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8733686.000000 Penalty: 1110.736206
	Iteration 49Q: 3 clusters Score -8733686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198936 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8733692.000000 Penalty: 1110.736206
	Iteration 50Q: 3 clusters Score -8733692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198992 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8733700.000000 Penalty: 1110.736206
	Iteration 51Q: 3 clusters Score -8733700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199047 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8733721.000000 Penalty: 1110.736206
	Iteration 52Q: 3 clusters Score -8733721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199099 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8733745.000000 Penalty: 1110.736206
	Iteration 53Q: 3 clusters Score -8733745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199138 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8733756.000000 Penalty: 1110.736206
	Iteration 54Q: 3 clusters Score -8733756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199172 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8733766.000000 Penalty: 1110.736206
	Iteration 55Q: 3 clusters Score -8733766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199200 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8733772.000000 Penalty: 1110.736206
	Iteration 56Q: 3 clusters Score -8733772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199222 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8733772.000000 Penalty: 1110.736206
	Iteration 57Q: 3 clusters Score -8733772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199238 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8733784.000000 Penalty: 1110.736206
	Iteration 58Q: 3 clusters Score -8733784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199255 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8733790.000000 Penalty: 1110.736206
	Iteration 59Q: 3 clusters Score -8733790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8733803.000000 Penalty: 1110.736206
	Iteration 60F: 3 clusters Score -8733803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199273 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8733801.000000 Penalty: 1110.736206
	Iteration 61Q: 3 clusters Score -8733801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199285 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8733816.000000 Penalty: 1110.736206
	Iteration 62Q: 3 clusters Score -8733816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199293 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8733820.000000 Penalty: 1110.736206
	Iteration 63Q: 3 clusters Score -8733820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8733824.000000 Penalty: 1110.736206
	Iteration 64Q: 3 clusters Score -8733824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8733831.000000 Penalty: 1110.736206
	Iteration 65Q: 3 clusters Score -8733831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199308 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8733826.000000 Penalty: 1110.736206
	Iteration 66Q: 3 clusters Score -8733826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8733825.000000 Penalty: 1110.736206
	Iteration 67Q: 3 clusters Score -8733825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8733825.000000 Penalty: 1110.736206
	Iteration 68F: 3 clusters Score -8733825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -23524.433594 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -23524.43 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 261 members 
Entering Unmasked Estep 
Score: -23000.041016 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23000.04 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23132.236328 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23132.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23162.138672 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23162.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23183.291016 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -23183.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23197.095703 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -23197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23208.708984 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -23208.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23216.771484 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -23216.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23222.378906 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -23222.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23228.345703 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -23228.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23233.726562 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -23233.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23237.980469 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -23237.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23239.705078 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -23239.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23240.054688 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -23240.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23240.054688 Penalty: 573.371521
	Iteration 13F: 3 clusters Score -23240.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -47755.242188 Penalty: 320.224731
	Iteration 0F: 2 clusters Score -47755.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -46867.894531 Penalty: 640.449463
	Iteration 0F: 3 clusters Score -46867.89 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -47144.429688 Penalty: 640.449463
	Iteration 1F: 3 clusters Score -47144.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47215.472656 Penalty: 640.449463
	Iteration 2F: 3 clusters Score -47215.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -47297.210938 Penalty: 640.449463
	Iteration 3F: 3 clusters Score -47297.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -47365.453125 Penalty: 640.449463
	Iteration 4F: 3 clusters Score -47365.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47430.332031 Penalty: 640.449463
	Iteration 5F: 3 clusters Score -47430.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -47473.832031 Penalty: 640.449463
	Iteration 6Q: 3 clusters Score -47473.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -47500.980469 Penalty: 640.449463
	Iteration 7Q: 3 clusters Score -47500.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47514.359375 Penalty: 640.449463
	Iteration 8Q: 3 clusters Score -47514.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47526.214844 Penalty: 640.449463
	Iteration 9Q: 3 clusters Score -47526.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47535.933594 Penalty: 640.449463
	Iteration 10Q: 3 clusters Score -47535.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47541.656250 Penalty: 640.449463
	Iteration 11Q: 3 clusters Score -47541.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47550.148438 Penalty: 640.449463
	Iteration 12Q: 3 clusters Score -47550.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47558.558594 Penalty: 640.449463
	Iteration 13Q: 3 clusters Score -47558.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -47562.195312 Penalty: 640.449463
	Iteration 14Q: 3 clusters Score -47562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47565.113281 Penalty: 640.449463
	Iteration 15Q: 3 clusters Score -47565.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47567.660156 Penalty: 640.449463
	Iteration 16Q: 3 clusters Score -47567.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47570.500000 Penalty: 640.449463
	Iteration 17Q: 3 clusters Score -47570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47573.007812 Penalty: 640.449463
	Iteration 18Q: 3 clusters Score -47573.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47575.292969 Penalty: 640.449463
	Iteration 19Q: 3 clusters Score -47575.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47577.867188 Penalty: 640.449463
	Iteration 20F: 3 clusters Score -47577.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47579.890625 Penalty: 640.449463
	Iteration 21Q: 3 clusters Score -47579.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47582.246094 Penalty: 640.449463
	Iteration 22Q: 3 clusters Score -47582.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47583.785156 Penalty: 640.449463
	Iteration 23Q: 3 clusters Score -47583.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47584.687500 Penalty: 640.449463
	Iteration 24Q: 3 clusters Score -47584.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47585.531250 Penalty: 640.449463
	Iteration 25Q: 3 clusters Score -47585.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47586.156250 Penalty: 640.449463
	Iteration 26Q: 3 clusters Score -47586.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47586.359375 Penalty: 640.449463
	Iteration 27Q: 3 clusters Score -47586.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47586.675781 Penalty: 640.449463
	Iteration 28Q: 3 clusters Score -47586.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47586.675781 Penalty: 640.449463
	Iteration 29F: 3 clusters Score -47586.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -218037.187500 Penalty: 388.137939
	Iteration 0F: 2 clusters Score -218037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -214545.312500 Penalty: 776.275879
	Iteration 0F: 3 clusters Score -214545.3 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -215869.515625 Penalty: 776.275879
	Iteration 1F: 3 clusters Score -215869.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -216078.156250 Penalty: 776.275879
	Iteration 2F: 3 clusters Score -216078.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -216313.531250 Penalty: 776.275879
	Iteration 3F: 3 clusters Score -216313.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -216588.015625 Penalty: 776.275879
	Iteration 4F: 3 clusters Score -216588 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -216871.921875 Penalty: 776.275879
	Iteration 5F: 3 clusters Score -216871.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -217118.218750 Penalty: 776.275879
	Iteration 6F: 3 clusters Score -217118.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -217322.156250 Penalty: 776.275879
	Iteration 7Q: 3 clusters Score -217322.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -217451.781250 Penalty: 776.275879
	Iteration 8Q: 3 clusters Score -217451.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -217523.093750 Penalty: 776.275879
	Iteration 9Q: 3 clusters Score -217523.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -217591.515625 Penalty: 776.275879
	Iteration 10Q: 3 clusters Score -217591.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -217634.000000 Penalty: 776.275879
	Iteration 11Q: 3 clusters Score -217634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -217655.390625 Penalty: 776.275879
	Iteration 12Q: 3 clusters Score -217655.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -217670.140625 Penalty: 776.275879
	Iteration 13Q: 3 clusters Score -217670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -217677.296875 Penalty: 776.275879
	Iteration 14Q: 3 clusters Score -217677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -217686.015625 Penalty: 776.275879
	Iteration 15Q: 3 clusters Score -217686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -217690.984375 Penalty: 776.275879
	Iteration 16Q: 3 clusters Score -217691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -217695.453125 Penalty: 776.275879
	Iteration 17Q: 3 clusters Score -217695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -217697.375000 Penalty: 776.275879
	Iteration 18Q: 3 clusters Score -217697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -217698.453125 Penalty: 776.275879
	Iteration 19Q: 3 clusters Score -217698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -217700.265625 Penalty: 776.275879
	Iteration 20F: 3 clusters Score -217700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -217702.343750 Penalty: 776.275879
	Iteration 21Q: 3 clusters Score -217702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -217703.593750 Penalty: 776.275879
	Iteration 22Q: 3 clusters Score -217703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -217705.156250 Penalty: 776.275879
	Iteration 23Q: 3 clusters Score -217705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -217710.234375 Penalty: 776.275879
	Iteration 24Q: 3 clusters Score -217710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -217713.312500 Penalty: 776.275879
	Iteration 25Q: 3 clusters Score -217713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -217718.609375 Penalty: 776.275879
	Iteration 26Q: 3 clusters Score -217718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -217722.843750 Penalty: 776.275879
	Iteration 27Q: 3 clusters Score -217722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -217724.484375 Penalty: 776.275879
	Iteration 28Q: 3 clusters Score -217724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -217726.890625 Penalty: 776.275879
	Iteration 29Q: 3 clusters Score -217726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -217729.421875 Penalty: 776.275879
	Iteration 30Q: 3 clusters Score -217729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -217731.250000 Penalty: 776.275879
	Iteration 31Q: 3 clusters Score -217731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -217731.250000 Penalty: 776.275879
	Iteration 32F: 3 clusters Score -217731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (246712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246712 members 
Entering Unmasked Estep 
Score: -10956031.000000 Penalty: 564.926941
	Iteration 0F: 2 clusters Score -1.095603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -10787852.000000 Penalty: 1129.853882
	Iteration 0F: 3 clusters Score -1.078785e+07 nChanged 121587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 133629 members 
Entering Unmasked Estep 
Score: -10864936.000000 Penalty: 1129.853882
	Iteration 1F: 3 clusters Score -1.086494e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 140467 members 
Entering Unmasked Estep 
Score: -10869653.000000 Penalty: 1129.853882
	Iteration 2Q: 3 clusters Score -1.086965e+07 nChanged 13760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 150159 members 
Entering Unmasked Estep 
Score: -10877745.000000 Penalty: 1129.853882
	Iteration 3F: 3 clusters Score -1.087774e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -10890156.000000 Penalty: 1129.853882
	Iteration 4F: 3 clusters Score -1.089016e+07 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 174506 members 
Entering Unmasked Estep 
Score: -10905004.000000 Penalty: 1129.853882
	Iteration 5F: 3 clusters Score -1.0905e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 183726 members 
Entering Unmasked Estep 
Score: -10917096.000000 Penalty: 1129.853882
	Iteration 6F: 3 clusters Score -1.09171e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 190163 members 
Entering Unmasked Estep 
Score: -10923170.000000 Penalty: 1129.853882
	Iteration 7Q: 3 clusters Score -1.092317e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -10926316.000000 Penalty: 1129.853882
	Iteration 8Q: 3 clusters Score -1.092632e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 201142 members 
Entering Unmasked Estep 
Score: -10928682.000000 Penalty: 1129.853882
	Iteration 9Q: 3 clusters Score -1.092868e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -10931082.000000 Penalty: 1129.853882
	Iteration 10Q: 3 clusters Score -1.093108e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 211571 members 
Entering Unmasked Estep 
Score: -10933620.000000 Penalty: 1129.853882
	Iteration 11Q: 3 clusters Score -1.093362e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -10936343.000000 Penalty: 1129.853882
	Iteration 12Q: 3 clusters Score -1.093634e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 221518 members 
Entering Unmasked Estep 
Score: -10939035.000000 Penalty: 1129.853882
	Iteration 13Q: 3 clusters Score -1.093904e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 225928 members 
Entering Unmasked Estep 
Score: -10941699.000000 Penalty: 1129.853882
	Iteration 14Q: 3 clusters Score -1.09417e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 229833 members 
Entering Unmasked Estep 
Score: -10944197.000000 Penalty: 1129.853882
	Iteration 15Q: 3 clusters Score -1.09442e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 233268 members 
Entering Unmasked Estep 
Score: -10946428.000000 Penalty: 1129.853882
	Iteration 16Q: 3 clusters Score -1.094643e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 236137 members 
Entering Unmasked Estep 
Score: -10948314.000000 Penalty: 1129.853882
	Iteration 17Q: 3 clusters Score -1.094831e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 238507 members 
Entering Unmasked Estep 
Score: -10949878.000000 Penalty: 1129.853882
	Iteration 18Q: 3 clusters Score -1.094988e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 240407 members 
Entering Unmasked Estep 
Score: -10951251.000000 Penalty: 1129.853882
	Iteration 19Q: 3 clusters Score -1.095125e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 241916 members 
Entering Unmasked Estep 
Score: -10952325.000000 Penalty: 1129.853882
	Iteration 20F: 3 clusters Score -1.095232e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 243019 members 
Entering Unmasked Estep 
Score: -10953110.000000 Penalty: 1129.853882
	Iteration 21Q: 3 clusters Score -1.095311e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -10953731.000000 Penalty: 1129.853882
	Iteration 22Q: 3 clusters Score -1.095373e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 244547 members 
Entering Unmasked Estep 
Score: -10954191.000000 Penalty: 1129.853882
	Iteration 23Q: 3 clusters Score -1.095419e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 245088 members 
Entering Unmasked Estep 
Score: -10954539.000000 Penalty: 1129.853882
	Iteration 24Q: 3 clusters Score -1.095454e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 245511 members 
Entering Unmasked Estep 
Score: -10954794.000000 Penalty: 1129.853882
	Iteration 25Q: 3 clusters Score -1.095479e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 245867 members 
Entering Unmasked Estep 
Score: -10955031.000000 Penalty: 1129.853882
	Iteration 26Q: 3 clusters Score -1.095503e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 246122 members 
Entering Unmasked Estep 
Score: -10955229.000000 Penalty: 1129.853882
	Iteration 27Q: 3 clusters Score -1.095523e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246295 members 
Entering Unmasked Estep 
Score: -10955305.000000 Penalty: 1129.853882
	Iteration 28Q: 3 clusters Score -1.09553e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246416 members 
Entering Unmasked Estep 
Score: -10955402.000000 Penalty: 1129.853882
	Iteration 29Q: 3 clusters Score -1.09554e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 246487 members 
Entering Unmasked Estep 
Score: -10955468.000000 Penalty: 1129.853882
	Iteration 30Q: 3 clusters Score -1.095547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 246522 members 
Entering Unmasked Estep 
Score: -10955490.000000 Penalty: 1129.853882
	Iteration 31Q: 3 clusters Score -1.095549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 246538 members 
Entering Unmasked Estep 
Score: -10955498.000000 Penalty: 1129.853882
	Iteration 32Q: 3 clusters Score -1.09555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 246551 members 
Entering Unmasked Estep 
Score: -10955512.000000 Penalty: 1129.853882
	Iteration 33Q: 3 clusters Score -1.095551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 246559 members 
Entering Unmasked Estep 
Score: -10955514.000000 Penalty: 1129.853882
	Iteration 34Q: 3 clusters Score -1.095551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246566 members 
Entering Unmasked Estep 
Score: -10955523.000000 Penalty: 1129.853882
	Iteration 35Q: 3 clusters Score -1.095552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246574 members 
Entering Unmasked Estep 
Score: -10955519.000000 Penalty: 1129.853882
	Iteration 36Q: 3 clusters Score -1.095552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246582 members 
Entering Unmasked Estep 
Score: -10955524.000000 Penalty: 1129.853882
	Iteration 37Q: 3 clusters Score -1.095552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 246589 members 
Entering Unmasked Estep 
Score: -10955537.000000 Penalty: 1129.853882
	Iteration 38Q: 3 clusters Score -1.095554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 246593 members 
Entering Unmasked Estep 
Score: -10955536.000000 Penalty: 1129.853882
	Iteration 39Q: 3 clusters Score -1.095554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 246597 members 
Entering Unmasked Estep 
Score: -10955538.000000 Penalty: 1129.853882
	Iteration 40F: 3 clusters Score -1.095554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 246599 members 
Entering Unmasked Estep 
Score: -10955539.000000 Penalty: 1129.853882
	Iteration 41Q: 3 clusters Score -1.095554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 246600 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.095554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 246600 members 
Entering Unmasked Estep 
Score: -10955544.000000 Penalty: 1129.853882
	Iteration 43F: 3 clusters Score -1.095554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 370282 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 25720 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 22360 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 45285 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 12222 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 72741 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 199964 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 5067 members 
Mstep: Class 23 contains 246712 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 24 clusters Score -4.691772e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 370165 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 25726 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 22370 members 
Mstep: Class 9 contains 17679 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 45201 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5712 members 
Mstep: Class 15 contains 12131 members 
Mstep: Class 16 contains 25878 members 
Mstep: Class 17 contains 73249 members 
Mstep: Class 18 contains 11066 members 
Mstep: Class 19 contains 199840 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 5061 members 
Mstep: Class 23 contains 246543 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 24 clusters Score -4.691806e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 369832 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 25737 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 22374 members 
Mstep: Class 9 contains 17642 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 45108 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 26148 members 
Mstep: Class 17 contains 73674 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 199698 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 246278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 24 clusters Score -4.69186e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 369565 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 1075 members 
Mstep: Class 6 contains 25746 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 22381 members 
Mstep: Class 9 contains 17590 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 45019 members 
Mstep: Class 12 contains 7492 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 11935 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 74142 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 199575 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 245992 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 24 clusters Score -4.691872e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 369298 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 25754 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 17519 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 44927 members 
Mstep: Class 12 contains 7604 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 26709 members 
Mstep: Class 17 contains 74658 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 199479 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 245644 members 
Entering Unmasked Estep 
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Iteration 243Q: 24 clusters Score -4.691896e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 369003 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 25766 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 17450 members 
Mstep: Class 10 contains 1274 members 
Mstep: Class 11 contains 44850 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 26990 members 
Mstep: Class 17 contains 75175 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 199408 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 5039 members 
Mstep: Class 23 contains 245291 members 
Entering Unmasked Estep 
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Iteration 244Q: 24 clusters Score -4.691937e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 368681 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 25765 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 22481 members 
Mstep: Class 9 contains 17392 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 44772 members 
Mstep: Class 12 contains 7744 members 
Mstep: Class 13 contains 104 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 11664 members 
Mstep: Class 16 contains 27246 members 
Mstep: Class 17 contains 75696 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 199423 members 
Mstep: Class 20 contains 578 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 5031 members 
Mstep: Class 23 contains 244921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 24 clusters Score -4.691942e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 368356 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 25763 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 8 contains 22509 members 
Mstep: Class 9 contains 17307 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 44708 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 11587 members 
Mstep: Class 16 contains 27517 members 
Mstep: Class 17 contains 76211 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 199471 members 
Mstep: Class 20 contains 578 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 244518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 24 clusters Score -4.691961e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 368060 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 25763 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 22532 members 
Mstep: Class 9 contains 17235 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 27788 members 
Mstep: Class 17 contains 76733 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 199507 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 244138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 24 clusters Score -4.691978e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 367765 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 25756 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 22545 members 
Mstep: Class 9 contains 17170 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 44530 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 11438 members 
Mstep: Class 16 contains 28045 members 
Mstep: Class 17 contains 77252 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 199563 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 243756 members 
Entering Unmasked Estep 
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Iteration 248Q: 24 clusters Score -4.691992e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 367501 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 25738 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 17094 members 
Mstep: Class 10 contains 1259 members 
Mstep: Class 11 contains 44447 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 28327 members 
Mstep: Class 17 contains 77812 members 
Mstep: Class 18 contains 11245 members 
Mstep: Class 19 contains 199606 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 4993 members 
Mstep: Class 23 contains 243336 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 24 clusters Score -4.692003e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 367243 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 25728 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 1255 members 
Mstep: Class 11 contains 44366 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 11260 members 
Mstep: Class 16 contains 28594 members 
Mstep: Class 17 contains 78364 members 
Mstep: Class 18 contains 11262 members 
Mstep: Class 19 contains 199662 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 242935 members 
Entering Unmasked Estep 
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Iteration 250Q: 24 clusters Score -4.692022e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 366979 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 25718 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 22555 members 
Mstep: Class 9 contains 16999 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 44299 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 28875 members 
Mstep: Class 17 contains 78886 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 199723 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 4966 members 
Mstep: Class 23 contains 242586 members 
Entering Unmasked Estep 
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Iteration 251Q: 24 clusters Score -4.692046e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 366699 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 25711 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 16952 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 44254 members 
Mstep: Class 12 contains 7944 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 11068 members 
Mstep: Class 16 contains 29125 members 
Mstep: Class 17 contains 79383 members 
Mstep: Class 18 contains 11281 members 
Mstep: Class 19 contains 199835 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 4959 members 
Mstep: Class 23 contains 242231 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -4.69204e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 366420 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 25693 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 44203 members 
Mstep: Class 12 contains 7947 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 10986 members 
Mstep: Class 16 contains 29333 members 
Mstep: Class 17 contains 79873 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 199978 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 241897 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -4.692072e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 366058 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 25673 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 22570 members 
Mstep: Class 9 contains 16857 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 44163 members 
Mstep: Class 12 contains 7951 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 29513 members 
Mstep: Class 17 contains 80366 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 200196 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 241593 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -4.692084e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 365738 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 25655 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 16800 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 44122 members 
Mstep: Class 12 contains 7946 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 10784 members 
Mstep: Class 16 contains 29689 members 
Mstep: Class 17 contains 80853 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 200426 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 241284 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -4.692104e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 365348 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 894 members 
Mstep: Class 6 contains 25637 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 22577 members 
Mstep: Class 9 contains 16750 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 44079 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 81351 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 200676 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 240959 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -4.692138e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 365012 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 25620 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 16690 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 44051 members 
Mstep: Class 12 contains 7925 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 10598 members 
Mstep: Class 16 contains 30069 members 
Mstep: Class 17 contains 81855 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 200885 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 240597 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -4.69215e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 364707 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 25608 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 22607 members 
Mstep: Class 9 contains 16643 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 44003 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 10494 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 82367 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 201122 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 240234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921740.000000 Penalty: 14572.699219
Iteration 258Q: 24 clusters Score -4.692174e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 364340 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 25599 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 22619 members 
Mstep: Class 9 contains 16599 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 43970 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6245 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 30434 members 
Mstep: Class 17 contains 82833 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 201392 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 1123 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 239906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921844.000000 Penalty: 14572.699219
Iteration 259Q: 24 clusters Score -4.692184e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 364028 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 844 members 
Mstep: Class 6 contains 25588 members 
Mstep: Class 7 contains 1091 members 
Mstep: Class 8 contains 22630 members 
Mstep: Class 9 contains 16542 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 43930 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 10283 members 
Mstep: Class 16 contains 30645 members 
Mstep: Class 17 contains 83292 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 201654 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 239532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922128.000000 Penalty: 14572.699219
Iteration 260F: 24 clusters Score -4.692213e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 363632 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 837 members 
Mstep: Class 6 contains 25572 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 22639 members 
Mstep: Class 9 contains 16497 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43890 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 30815 members 
Mstep: Class 17 contains 83734 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 19 contains 202004 members 
Mstep: Class 20 contains 551 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 239202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922328.000000 Penalty: 14572.699219
Iteration 261Q: 24 clusters Score -4.692233e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 3 contains 363252 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 25563 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 22640 members 
Mstep: Class 9 contains 16442 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 10071 members 
Mstep: Class 16 contains 30989 members 
Mstep: Class 17 contains 84209 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 202375 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4940 members 
Mstep: Class 23 contains 238807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922472.000000 Penalty: 14572.699219
Iteration 262Q: 24 clusters Score -4.692247e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 362866 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 25553 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 22643 members 
Mstep: Class 9 contains 16377 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 43811 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 9979 members 
Mstep: Class 16 contains 31186 members 
Mstep: Class 17 contains 84655 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 202779 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 238398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922576.000000 Penalty: 14572.699219
Iteration 263Q: 24 clusters Score -4.692258e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 362491 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 25546 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 22640 members 
Mstep: Class 9 contains 16311 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43780 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 31394 members 
Mstep: Class 17 contains 85088 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 203187 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4943 members 
Mstep: Class 23 contains 237951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922632.000000 Penalty: 14572.699219
Iteration 264Q: 24 clusters Score -4.692263e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 362099 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 799 members 
Mstep: Class 6 contains 25533 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 16240 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43762 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9820 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 85477 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 203609 members 
Mstep: Class 20 contains 559 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 237547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922880.000000 Penalty: 14572.699219
Iteration 265Q: 24 clusters Score -4.692288e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 361629 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 25515 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 16160 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43749 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 31823 members 
Mstep: Class 17 contains 85861 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 204075 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 237151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923208.000000 Penalty: 14572.699219
Iteration 266Q: 24 clusters Score -4.692321e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 361219 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 25504 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 22638 members 
Mstep: Class 9 contains 16090 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 43738 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 32070 members 
Mstep: Class 17 contains 86247 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 204494 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 236710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923504.000000 Penalty: 14572.699219
Iteration 267Q: 24 clusters Score -4.69235e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 360806 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 16021 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 43737 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 9589 members 
Mstep: Class 16 contains 32336 members 
Mstep: Class 17 contains 86606 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 204865 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 236325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923684.000000 Penalty: 14572.699219
Iteration 268Q: 24 clusters Score -4.692368e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 360399 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 25489 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 22618 members 
Mstep: Class 9 contains 15970 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43732 members 
Mstep: Class 12 contains 7752 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 32596 members 
Mstep: Class 17 contains 86972 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 205257 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 4956 members 
Mstep: Class 23 contains 235924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923812.000000 Penalty: 14572.699219
Iteration 269Q: 24 clusters Score -4.692381e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 360016 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 25490 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 22617 members 
Mstep: Class 9 contains 15892 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43731 members 
Mstep: Class 12 contains 7732 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 32881 members 
Mstep: Class 17 contains 87324 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 205662 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 4962 members 
Mstep: Class 23 contains 235464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923984.000000 Penalty: 14572.699219
Iteration 270Q: 24 clusters Score -4.692398e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 359611 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 22627 members 
Mstep: Class 9 contains 15807 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 43728 members 
Mstep: Class 12 contains 7721 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 33170 members 
Mstep: Class 17 contains 87702 members 
Mstep: Class 18 contains 11257 members 
Mstep: Class 19 contains 206066 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 234985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924236.000000 Penalty: 14572.699219
Iteration 271Q: 24 clusters Score -4.692424e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 359236 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 773 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 22628 members 
Mstep: Class 9 contains 15735 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 43728 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 33443 members 
Mstep: Class 17 contains 88088 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 206472 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 234500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924444.000000 Penalty: 14572.699219
Iteration 272Q: 24 clusters Score -4.692444e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 358866 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 769 members 
Mstep: Class 6 contains 25470 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 22639 members 
Mstep: Class 9 contains 15648 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 43710 members 
Mstep: Class 12 contains 7671 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 33726 members 
Mstep: Class 17 contains 88497 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 206865 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 234016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924684.000000 Penalty: 14572.699219
Iteration 273Q: 24 clusters Score -4.692468e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 358483 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 25475 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 22635 members 
Mstep: Class 9 contains 15546 members 
Mstep: Class 10 contains 1225 members 
Mstep: Class 11 contains 43702 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 9152 members 
Mstep: Class 16 contains 34032 members 
Mstep: Class 17 contains 88911 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 207251 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 4963 members 
Mstep: Class 23 contains 233534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924840.000000 Penalty: 14572.699219
Iteration 274Q: 24 clusters Score -4.692484e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 358154 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25482 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 15471 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 43692 members 
Mstep: Class 12 contains 7611 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 34284 members 
Mstep: Class 17 contains 89341 members 
Mstep: Class 18 contains 11170 members 
Mstep: Class 19 contains 207667 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 4972 members 
Mstep: Class 23 contains 232988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925148.000000 Penalty: 14572.699219
Iteration 275Q: 24 clusters Score -4.692515e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 357797 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 25487 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 22619 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 43700 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 8983 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 89767 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 208107 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 4982 members 
Mstep: Class 23 contains 232438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925356.000000 Penalty: 14572.699219
Iteration 276Q: 24 clusters Score -4.692536e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 357465 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 742 members 
Mstep: Class 6 contains 25494 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 22614 members 
Mstep: Class 9 contains 15358 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 43714 members 
Mstep: Class 12 contains 7559 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 8888 members 
Mstep: Class 16 contains 34780 members 
Mstep: Class 17 contains 90199 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 208515 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 4993 members 
Mstep: Class 23 contains 231871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925652.000000 Penalty: 14572.699219
Iteration 277Q: 24 clusters Score -4.692565e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 357076 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 733 members 
Mstep: Class 6 contains 25502 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 22612 members 
Mstep: Class 9 contains 15294 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 7530 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 8808 members 
Mstep: Class 16 contains 35034 members 
Mstep: Class 17 contains 90617 members 
Mstep: Class 18 contains 11111 members 
Mstep: Class 19 contains 208917 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 231356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925824.000000 Penalty: 14572.699219
Iteration 278Q: 24 clusters Score -4.692582e+07 nChanged 2007
Entering ConstructFrom: 
Score: -46925824.000000 Penalty: 14572.699219
Entering ConstructFrom: 
Trying to split cluster 1 (40655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Entering Unmasked Estep 
Score: -1649701.750000 Penalty: 482.885895
	Iteration 0F: 2 clusters Score -1649702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1622366.125000 Penalty: 965.771790
	Iteration 0F: 3 clusters Score -1622366 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1635648.750000 Penalty: 965.771790
	Iteration 1F: 3 clusters Score -1635649 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -1637848.000000 Penalty: 965.771790
	Iteration 2F: 3 clusters Score -1637848 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1640420.125000 Penalty: 965.771790
	Iteration 3F: 3 clusters Score -1640420 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -1643004.125000 Penalty: 965.771790
	Iteration 4F: 3 clusters Score -1643004 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -1645157.500000 Penalty: 965.771790
	Iteration 5F: 3 clusters Score -1645158 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -1646839.750000 Penalty: 965.771790
	Iteration 6Q: 3 clusters Score -1646840 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -1647884.750000 Penalty: 965.771790
	Iteration 7Q: 3 clusters Score -1647885 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -1648575.250000 Penalty: 965.771790
	Iteration 8Q: 3 clusters Score -1648575 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -1648947.875000 Penalty: 965.771790
	Iteration 9Q: 3 clusters Score -1648948 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -1649129.375000 Penalty: 965.771790
	Iteration 10Q: 3 clusters Score -1649129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -1649211.000000 Penalty: 965.771790
	Iteration 11Q: 3 clusters Score -1649211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -1649258.375000 Penalty: 965.771790
	Iteration 12Q: 3 clusters Score -1649258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -1649284.750000 Penalty: 965.771790
	Iteration 13Q: 3 clusters Score -1649285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -1649294.750000 Penalty: 965.771790
	Iteration 14Q: 3 clusters Score -1649295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -1649308.375000 Penalty: 965.771790
	Iteration 15Q: 3 clusters Score -1649308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -1649315.125000 Penalty: 965.771790
	Iteration 16Q: 3 clusters Score -1649315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -1649324.500000 Penalty: 965.771790
	Iteration 17Q: 3 clusters Score -1649324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -1649333.875000 Penalty: 965.771790
	Iteration 18Q: 3 clusters Score -1649334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -1649341.625000 Penalty: 965.771790
	Iteration 19Q: 3 clusters Score -1649342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -1649347.125000 Penalty: 965.771790
	Iteration 20F: 3 clusters Score -1649347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -1649349.750000 Penalty: 965.771790
	Iteration 21Q: 3 clusters Score -1649350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -1649354.000000 Penalty: 965.771790
	Iteration 22Q: 3 clusters Score -1649354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -1649354.250000 Penalty: 965.771790
	Iteration 23Q: 3 clusters Score -1649354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -1649354.250000 Penalty: 965.771790
	Iteration 24F: 3 clusters Score -1649354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -68945.140625 Penalty: 336.225159
	Iteration 0F: 2 clusters Score -68945.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -67747.937500 Penalty: 672.450317
	Iteration 0F: 3 clusters Score -67747.94 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68118.828125 Penalty: 672.450317
	Iteration 1F: 3 clusters Score -68118.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -68168.687500 Penalty: 672.450317
	Iteration 2F: 3 clusters Score -68168.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -68234.882812 Penalty: 672.450317
	Iteration 3Q: 3 clusters Score -68234.88 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -68325.773438 Penalty: 672.450317
	Iteration 4F: 3 clusters Score -68325.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -68408.640625 Penalty: 672.450317
	Iteration 5F: 3 clusters Score -68408.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -68470.250000 Penalty: 672.450317
	Iteration 6F: 3 clusters Score -68470.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -68520.476562 Penalty: 672.450317
	Iteration 7Q: 3 clusters Score -68520.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -68546.929688 Penalty: 672.450317
	Iteration 8Q: 3 clusters Score -68546.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -68563.210938 Penalty: 672.450317
	Iteration 9Q: 3 clusters Score -68563.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68585.539062 Penalty: 672.450317
	Iteration 10Q: 3 clusters Score -68585.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68602.125000 Penalty: 672.450317
	Iteration 11Q: 3 clusters Score -68602.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -68624.054688 Penalty: 672.450317
	Iteration 12Q: 3 clusters Score -68624.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68640.687500 Penalty: 672.450317
	Iteration 13Q: 3 clusters Score -68640.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -68655.382812 Penalty: 672.450317
	Iteration 14Q: 3 clusters Score -68655.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68667.484375 Penalty: 672.450317
	Iteration 15Q: 3 clusters Score -68667.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68682.250000 Penalty: 672.450317
	Iteration 16Q: 3 clusters Score -68682.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68695.960938 Penalty: 672.450317
	Iteration 17Q: 3 clusters Score -68695.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68705.140625 Penalty: 672.450317
	Iteration 18Q: 3 clusters Score -68705.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68710.710938 Penalty: 672.450317
	Iteration 19Q: 3 clusters Score -68710.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -68713.796875 Penalty: 672.450317
	Iteration 20F: 3 clusters Score -68713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68715.140625 Penalty: 672.450317
	Iteration 21Q: 3 clusters Score -68715.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -68716.054688 Penalty: 672.450317
	Iteration 22Q: 3 clusters Score -68716.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -68716.781250 Penalty: 672.450317
	Iteration 23Q: 3 clusters Score -68716.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68717.812500 Penalty: 672.450317
	Iteration 24Q: 3 clusters Score -68717.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -68718.921875 Penalty: 672.450317
	Iteration 25Q: 3 clusters Score -68718.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -68719.828125 Penalty: 672.450317
	Iteration 26Q: 3 clusters Score -68719.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68720.085938 Penalty: 672.450317
	Iteration 27Q: 3 clusters Score -68720.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68720.265625 Penalty: 672.450317
	Iteration 28Q: 3 clusters Score -68720.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -68720.242188 Penalty: 672.450317
	Iteration 29Q: 3 clusters Score -68720.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68720.757812 Penalty: 672.450317
	Iteration 30Q: 3 clusters Score -68720.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -68721.195312 Penalty: 672.450317
	Iteration 31Q: 3 clusters Score -68721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -68721.789062 Penalty: 672.450317
	Iteration 32Q: 3 clusters Score -68721.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -68721.960938 Penalty: 672.450317
	Iteration 33Q: 3 clusters Score -68721.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -68722.171875 Penalty: 672.450317
	Iteration 34Q: 3 clusters Score -68722.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -68722.484375 Penalty: 672.450317
	Iteration 35Q: 3 clusters Score -68722.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68722.632812 Penalty: 672.450317
	Iteration 36Q: 3 clusters Score -68722.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68722.632812 Penalty: 672.450317
	Iteration 37F: 3 clusters Score -68722.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (356668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356668 members 
Entering Unmasked Estep 
Score: -15809662.000000 Penalty: 581.697510
	Iteration 0F: 2 clusters Score -1.580966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 178340 members 
Entering Unmasked Estep 
Score: -15584940.000000 Penalty: 1163.395020
	Iteration 0F: 3 clusters Score -1.558494e+07 nChanged 176446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 184090 members 
Entering Unmasked Estep 
Score: -15694579.000000 Penalty: 1163.395020
	Iteration 1F: 3 clusters Score -1.569458e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 187667 members 
Entering Unmasked Estep 
Score: -15700601.000000 Penalty: 1163.395020
	Iteration 2Q: 3 clusters Score -1.57006e+07 nChanged 17398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 192531 members 
Entering Unmasked Estep 
Score: -15710991.000000 Penalty: 1163.395020
	Iteration 3Q: 3 clusters Score -1.571099e+07 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 197477 members 
Entering Unmasked Estep 
Score: -15728440.000000 Penalty: 1163.395020
	Iteration 4F: 3 clusters Score -1.572844e+07 nChanged 25568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 200723 members 
Entering Unmasked Estep 
Score: -15751035.000000 Penalty: 1163.395020
	Iteration 5F: 3 clusters Score -1.575104e+07 nChanged 24452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 201381 members 
Entering Unmasked Estep 
Score: -15768335.000000 Penalty: 1163.395020
	Iteration 6F: 3 clusters Score -1.576834e+07 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 201585 members 
Entering Unmasked Estep 
Score: -15775981.000000 Penalty: 1163.395020
	Iteration 7Q: 3 clusters Score -1.577598e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 201826 members 
Entering Unmasked Estep 
Score: -15779402.000000 Penalty: 1163.395020
	Iteration 8Q: 3 clusters Score -1.57794e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 202209 members 
Entering Unmasked Estep 
Score: -15782597.000000 Penalty: 1163.395020
	Iteration 9Q: 3 clusters Score -1.57826e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Mstep: Class 2 contains 202605 members 
Entering Unmasked Estep 
Score: -15786212.000000 Penalty: 1163.395020
	Iteration 10Q: 3 clusters Score -1.578621e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 203122 members 
Entering Unmasked Estep 
Score: -15790018.000000 Penalty: 1163.395020
	Iteration 11Q: 3 clusters Score -1.579002e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152760 members 
Mstep: Class 2 contains 203908 members 
Entering Unmasked Estep 
Score: -15794325.000000 Penalty: 1163.395020
	Iteration 12Q: 3 clusters Score -1.579432e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 204659 members 
Entering Unmasked Estep 
Score: -15798763.000000 Penalty: 1163.395020
	Iteration 13Q: 3 clusters Score -1.579876e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 205586 members 
Entering Unmasked Estep 
Score: -15802656.000000 Penalty: 1163.395020
	Iteration 14Q: 3 clusters Score -1.580266e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 206759 members 
Entering Unmasked Estep 
Score: -15806074.000000 Penalty: 1163.395020
	Iteration 15Q: 3 clusters Score -1.580607e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 207885 members 
Entering Unmasked Estep 
Score: -15809078.000000 Penalty: 1163.395020
	Iteration 16Q: 3 clusters Score -1.580908e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 209119 members 
Entering Unmasked Estep 
Score: -15811238.000000 Penalty: 1163.395020
	Iteration 17Q: 3 clusters Score -1.581124e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146376 members 
Mstep: Class 2 contains 210292 members 
Entering Unmasked Estep 
Score: -15812836.000000 Penalty: 1163.395020
	Iteration 18Q: 3 clusters Score -1.581284e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 211506 members 
Entering Unmasked Estep 
Score: -15813968.000000 Penalty: 1163.395020
	Iteration 19Q: 3 clusters Score -1.581397e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 212717 members 
Entering Unmasked Estep 
Score: -15815093.000000 Penalty: 1163.395020
	Iteration 20F: 3 clusters Score -1.581509e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142890 members 
Mstep: Class 2 contains 213778 members 
Entering Unmasked Estep 
Score: -15815714.000000 Penalty: 1163.395020
	Iteration 21Q: 3 clusters Score -1.581571e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141813 members 
Mstep: Class 2 contains 214855 members 
Entering Unmasked Estep 
Score: -15816059.000000 Penalty: 1163.395020
	Iteration 22Q: 3 clusters Score -1.581606e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 215845 members 
Entering Unmasked Estep 
Score: -15816349.000000 Penalty: 1163.395020
	Iteration 23Q: 3 clusters Score -1.581635e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139831 members 
Mstep: Class 2 contains 216837 members 
Entering Unmasked Estep 
Score: -15816708.000000 Penalty: 1163.395020
	Iteration 24Q: 3 clusters Score -1.581671e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 217815 members 
Entering Unmasked Estep 
Score: -15816927.000000 Penalty: 1163.395020
	Iteration 25Q: 3 clusters Score -1.581693e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137911 members 
Mstep: Class 2 contains 218757 members 
Entering Unmasked Estep 
Score: -15817030.000000 Penalty: 1163.395020
	Iteration 26Q: 3 clusters Score -1.581703e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 219664 members 
Entering Unmasked Estep 
Score: -15817146.000000 Penalty: 1163.395020
	Iteration 27Q: 3 clusters Score -1.581715e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -15817229.000000 Penalty: 1163.395020
	Iteration 28Q: 3 clusters Score -1.581723e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135167 members 
Mstep: Class 2 contains 221501 members 
Entering Unmasked Estep 
Score: -15817320.000000 Penalty: 1163.395020
	Iteration 29Q: 3 clusters Score -1.581732e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 222449 members 
Entering Unmasked Estep 
Score: -15817352.000000 Penalty: 1163.395020
	Iteration 30Q: 3 clusters Score -1.581735e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133332 members 
Mstep: Class 2 contains 223336 members 
Entering Unmasked Estep 
Score: -15817422.000000 Penalty: 1163.395020
	Iteration 31Q: 3 clusters Score -1.581742e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132452 members 
Mstep: Class 2 contains 224216 members 
Entering Unmasked Estep 
Score: -15817398.000000 Penalty: 1163.395020
	Iteration 32Q: 3 clusters Score -1.58174e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 225033 members 
Entering Unmasked Estep 
Score: -15817433.000000 Penalty: 1163.395020
	Iteration 33Q: 3 clusters Score -1.581743e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 225883 members 
Entering Unmasked Estep 
Score: -15817432.000000 Penalty: 1163.395020
	Iteration 34Q: 3 clusters Score -1.581743e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 226816 members 
Entering Unmasked Estep 
Score: -15817465.000000 Penalty: 1163.395020
	Iteration 35Q: 3 clusters Score -1.581746e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 227735 members 
Entering Unmasked Estep 
Score: -15817502.000000 Penalty: 1163.395020
	Iteration 36Q: 3 clusters Score -1.58175e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128074 members 
Mstep: Class 2 contains 228594 members 
Entering Unmasked Estep 
Score: -15817523.000000 Penalty: 1163.395020
	Iteration 37Q: 3 clusters Score -1.581752e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 229426 members 
Entering Unmasked Estep 
Score: -15817453.000000 Penalty: 1163.395020
	Iteration 38Q: 3 clusters Score -1.581745e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 230271 members 
Entering Unmasked Estep 
Score: -15817494.000000 Penalty: 1163.395020
	Iteration 39Q: 3 clusters Score -1.581749e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125542 members 
Mstep: Class 2 contains 231126 members 
Entering Unmasked Estep 
Score: -15817546.000000 Penalty: 1163.395020
	Iteration 40F: 3 clusters Score -1.581755e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 232003 members 
Entering Unmasked Estep 
Score: -15817580.000000 Penalty: 1163.395020
	Iteration 41Q: 3 clusters Score -1.581758e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 232838 members 
Entering Unmasked Estep 
Score: -15817616.000000 Penalty: 1163.395020
	Iteration 42Q: 3 clusters Score -1.581762e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 233721 members 
Entering Unmasked Estep 
Score: -15817669.000000 Penalty: 1163.395020
	Iteration 43Q: 3 clusters Score -1.581767e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 234598 members 
Entering Unmasked Estep 
Score: -15817682.000000 Penalty: 1163.395020
	Iteration 44Q: 3 clusters Score -1.581768e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 235515 members 
Entering Unmasked Estep 
Score: -15817748.000000 Penalty: 1163.395020
	Iteration 45Q: 3 clusters Score -1.581775e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 236410 members 
Entering Unmasked Estep 
Score: -15817791.000000 Penalty: 1163.395020
	Iteration 46Q: 3 clusters Score -1.581779e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 237330 members 
Entering Unmasked Estep 
Score: -15817829.000000 Penalty: 1163.395020
	Iteration 47Q: 3 clusters Score -1.581783e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 238304 members 
Entering Unmasked Estep 
Score: -15817866.000000 Penalty: 1163.395020
	Iteration 48Q: 3 clusters Score -1.581787e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117395 members 
Mstep: Class 2 contains 239273 members 
Entering Unmasked Estep 
Score: -15817857.000000 Penalty: 1163.395020
	Iteration 49Q: 3 clusters Score -1.581786e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 240219 members 
Entering Unmasked Estep 
Score: -15817912.000000 Penalty: 1163.395020
	Iteration 50Q: 3 clusters Score -1.581791e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 241174 members 
Entering Unmasked Estep 
Score: -15817926.000000 Penalty: 1163.395020
	Iteration 51Q: 3 clusters Score -1.581793e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 242088 members 
Entering Unmasked Estep 
Score: -15817882.000000 Penalty: 1163.395020
	Iteration 52Q: 3 clusters Score -1.581788e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Mstep: Class 2 contains 242996 members 
Entering Unmasked Estep 
Score: -15817893.000000 Penalty: 1163.395020
	Iteration 53Q: 3 clusters Score -1.581789e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 243917 members 
Entering Unmasked Estep 
Score: -15817884.000000 Penalty: 1163.395020
	Iteration 54Q: 3 clusters Score -1.581788e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 244887 members 
Entering Unmasked Estep 
Score: -15817968.000000 Penalty: 1163.395020
	Iteration 55Q: 3 clusters Score -1.581797e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 245829 members 
Entering Unmasked Estep 
Score: -15817958.000000 Penalty: 1163.395020
	Iteration 56Q: 3 clusters Score -1.581796e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 246802 members 
Entering Unmasked Estep 
Score: -15817978.000000 Penalty: 1163.395020
	Iteration 57Q: 3 clusters Score -1.581798e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 247835 members 
Entering Unmasked Estep 
Score: -15818034.000000 Penalty: 1163.395020
	Iteration 58Q: 3 clusters Score -1.581803e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 248850 members 
Entering Unmasked Estep 
Score: -15818116.000000 Penalty: 1163.395020
	Iteration 59Q: 3 clusters Score -1.581812e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 249890 members 
Entering Unmasked Estep 
Score: -15818155.000000 Penalty: 1163.395020
	Iteration 60F: 3 clusters Score -1.581816e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 250894 members 
Entering Unmasked Estep 
Score: -15818119.000000 Penalty: 1163.395020
	Iteration 61Q: 3 clusters Score -1.581812e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 251885 members 
Entering Unmasked Estep 
Score: -15818127.000000 Penalty: 1163.395020
	Iteration 62Q: 3 clusters Score -1.581813e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 252890 members 
Entering Unmasked Estep 
Score: -15818145.000000 Penalty: 1163.395020
	Iteration 63Q: 3 clusters Score -1.581814e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 253835 members 
Entering Unmasked Estep 
Score: -15818131.000000 Penalty: 1163.395020
	Iteration 64Q: 3 clusters Score -1.581813e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 254799 members 
Entering Unmasked Estep 
Score: -15818190.000000 Penalty: 1163.395020
	Iteration 65Q: 3 clusters Score -1.581819e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 255788 members 
Entering Unmasked Estep 
Score: -15818133.000000 Penalty: 1163.395020
	Iteration 66Q: 3 clusters Score -1.581813e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 256856 members 
Entering Unmasked Estep 
Score: -15818250.000000 Penalty: 1163.395020
	Iteration 67Q: 3 clusters Score -1.581825e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 258013 members 
Entering Unmasked Estep 
Score: -15818270.000000 Penalty: 1163.395020
	Iteration 68Q: 3 clusters Score -1.581827e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 259191 members 
Entering Unmasked Estep 
Score: -15818335.000000 Penalty: 1163.395020
	Iteration 69Q: 3 clusters Score -1.581834e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 260366 members 
Entering Unmasked Estep 
Score: -15818346.000000 Penalty: 1163.395020
	Iteration 70Q: 3 clusters Score -1.581835e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 261548 members 
Entering Unmasked Estep 
Score: -15818408.000000 Penalty: 1163.395020
	Iteration 71Q: 3 clusters Score -1.581841e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 262679 members 
Entering Unmasked Estep 
Score: -15818411.000000 Penalty: 1163.395020
	Iteration 72Q: 3 clusters Score -1.581841e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 263817 members 
Entering Unmasked Estep 
Score: -15818444.000000 Penalty: 1163.395020
	Iteration 73Q: 3 clusters Score -1.581844e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 264947 members 
Entering Unmasked Estep 
Score: -15818471.000000 Penalty: 1163.395020
	Iteration 74Q: 3 clusters Score -1.581847e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 266128 members 
Entering Unmasked Estep 
Score: -15818489.000000 Penalty: 1163.395020
	Iteration 75Q: 3 clusters Score -1.581849e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 267357 members 
Entering Unmasked Estep 
Score: -15818521.000000 Penalty: 1163.395020
	Iteration 76Q: 3 clusters Score -1.581852e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 268585 members 
Entering Unmasked Estep 
Score: -15818568.000000 Penalty: 1163.395020
	Iteration 77Q: 3 clusters Score -1.581857e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 269821 members 
Entering Unmasked Estep 
Score: -15818621.000000 Penalty: 1163.395020
	Iteration 78Q: 3 clusters Score -1.581862e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 271123 members 
Entering Unmasked Estep 
Score: -15818704.000000 Penalty: 1163.395020
	Iteration 79Q: 3 clusters Score -1.58187e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 272445 members 
Entering Unmasked Estep 
Score: -15818734.000000 Penalty: 1163.395020
	Iteration 80F: 3 clusters Score -1.581873e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 273762 members 
Entering Unmasked Estep 
Score: -15818808.000000 Penalty: 1163.395020
	Iteration 81Q: 3 clusters Score -1.581881e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 275073 members 
Entering Unmasked Estep 
Score: -15818840.000000 Penalty: 1163.395020
	Iteration 82Q: 3 clusters Score -1.581884e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 276380 members 
Entering Unmasked Estep 
Score: -15818908.000000 Penalty: 1163.395020
	Iteration 83Q: 3 clusters Score -1.581891e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 277706 members 
Entering Unmasked Estep 
Score: -15818913.000000 Penalty: 1163.395020
	Iteration 84Q: 3 clusters Score -1.581891e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 279063 members 
Entering Unmasked Estep 
Score: -15819006.000000 Penalty: 1163.395020
	Iteration 85Q: 3 clusters Score -1.581901e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 280475 members 
Entering Unmasked Estep 
Score: -15819098.000000 Penalty: 1163.395020
	Iteration 86Q: 3 clusters Score -1.58191e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 281943 members 
Entering Unmasked Estep 
Score: -15819192.000000 Penalty: 1163.395020
	Iteration 87Q: 3 clusters Score -1.581919e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 283343 members 
Entering Unmasked Estep 
Score: -15819153.000000 Penalty: 1163.395020
	Iteration 88Q: 3 clusters Score -1.581915e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 284704 members 
Entering Unmasked Estep 
Score: -15819213.000000 Penalty: 1163.395020
	Iteration 89Q: 3 clusters Score -1.581921e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 286080 members 
Entering Unmasked Estep 
Score: -15819203.000000 Penalty: 1163.395020
	Iteration 90Q: 3 clusters Score -1.58192e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 287464 members 
Entering Unmasked Estep 
Score: -15819103.000000 Penalty: 1163.395020
	Iteration 91Q: 3 clusters Score -1.58191e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 288808 members 
Entering Unmasked Estep 
Score: -15819049.000000 Penalty: 1163.395020
	Iteration 92Q: 3 clusters Score -1.581905e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 290192 members 
Entering Unmasked Estep 
Score: -15818977.000000 Penalty: 1163.395020
	Iteration 93Q: 3 clusters Score -1.581898e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 291510 members 
Entering Unmasked Estep 
Score: -15818854.000000 Penalty: 1163.395020
	Iteration 94Q: 3 clusters Score -1.581885e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 292783 members 
Entering Unmasked Estep 
Score: -15818829.000000 Penalty: 1163.395020
	Iteration 95Q: 3 clusters Score -1.581883e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 294068 members 
Entering Unmasked Estep 
Score: -15818767.000000 Penalty: 1163.395020
	Iteration 96Q: 3 clusters Score -1.581877e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 295272 members 
Entering Unmasked Estep 
Score: -15818577.000000 Penalty: 1163.395020
	Iteration 97Q: 3 clusters Score -1.581858e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 296506 members 
Entering Unmasked Estep 
Score: -15818530.000000 Penalty: 1163.395020
	Iteration 98Q: 3 clusters Score -1.581853e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 297713 members 
Entering Unmasked Estep 
Score: -15818459.000000 Penalty: 1163.395020
	Iteration 99Q: 3 clusters Score -1.581846e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 298894 members 
Entering Unmasked Estep 
Score: -15818268.000000 Penalty: 1163.395020
	Iteration 100F: 3 clusters Score -1.581827e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 300030 members 
Entering Unmasked Estep 
Score: -15818052.000000 Penalty: 1163.395020
	Iteration 101Q: 3 clusters Score -1.581805e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 301187 members 
Entering Unmasked Estep 
Score: -15817875.000000 Penalty: 1163.395020
	Iteration 102Q: 3 clusters Score -1.581788e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 302337 members 
Entering Unmasked Estep 
Score: -15817696.000000 Penalty: 1163.395020
	Iteration 103Q: 3 clusters Score -1.58177e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 303442 members 
Entering Unmasked Estep 
Score: -15817523.000000 Penalty: 1163.395020
	Iteration 104Q: 3 clusters Score -1.581752e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 304472 members 
Entering Unmasked Estep 
Score: -15817410.000000 Penalty: 1163.395020
	Iteration 105Q: 3 clusters Score -1.581741e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 305459 members 
Entering Unmasked Estep 
Score: -15817294.000000 Penalty: 1163.395020
	Iteration 106Q: 3 clusters Score -1.581729e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 306434 members 
Entering Unmasked Estep 
Score: -15817073.000000 Penalty: 1163.395020
	Iteration 107Q: 3 clusters Score -1.581707e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 307400 members 
Entering Unmasked Estep 
Score: -15816865.000000 Penalty: 1163.395020
	Iteration 108Q: 3 clusters Score -1.581686e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 308263 members 
Entering Unmasked Estep 
Score: -15816756.000000 Penalty: 1163.395020
	Iteration 109Q: 3 clusters Score -1.581676e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 309202 members 
Entering Unmasked Estep 
Score: -15816589.000000 Penalty: 1163.395020
	Iteration 110Q: 3 clusters Score -1.581659e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 310156 members 
Entering Unmasked Estep 
Score: -15816418.000000 Penalty: 1163.395020
	Iteration 111Q: 3 clusters Score -1.581642e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 311131 members 
Entering Unmasked Estep 
Score: -15816192.000000 Penalty: 1163.395020
	Iteration 112Q: 3 clusters Score -1.581619e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 312042 members 
Entering Unmasked Estep 
Score: -15816027.000000 Penalty: 1163.395020
	Iteration 113Q: 3 clusters Score -1.581603e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 312975 members 
Entering Unmasked Estep 
Score: -15815761.000000 Penalty: 1163.395020
	Iteration 114Q: 3 clusters Score -1.581576e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 313923 members 
Entering Unmasked Estep 
Score: -15815587.000000 Penalty: 1163.395020
	Iteration 115Q: 3 clusters Score -1.581559e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 314807 members 
Entering Unmasked Estep 
Score: -15815484.000000 Penalty: 1163.395020
	Iteration 116Q: 3 clusters Score -1.581548e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 315652 members 
Entering Unmasked Estep 
Score: -15815317.000000 Penalty: 1163.395020
	Iteration 117Q: 3 clusters Score -1.581532e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 316502 members 
Entering Unmasked Estep 
Score: -15815109.000000 Penalty: 1163.395020
	Iteration 118Q: 3 clusters Score -1.581511e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 317294 members 
Entering Unmasked Estep 
Score: -15814973.000000 Penalty: 1163.395020
	Iteration 119Q: 3 clusters Score -1.581497e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 318111 members 
Entering Unmasked Estep 
Score: -15814764.000000 Penalty: 1163.395020
	Iteration 120F: 3 clusters Score -1.581476e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 318904 members 
Entering Unmasked Estep 
Score: -15814577.000000 Penalty: 1163.395020
	Iteration 121Q: 3 clusters Score -1.581458e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 319681 members 
Entering Unmasked Estep 
Score: -15814463.000000 Penalty: 1163.395020
	Iteration 122Q: 3 clusters Score -1.581446e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 320441 members 
Entering Unmasked Estep 
Score: -15814350.000000 Penalty: 1163.395020
	Iteration 123Q: 3 clusters Score -1.581435e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 321163 members 
Entering Unmasked Estep 
Score: -15814121.000000 Penalty: 1163.395020
	Iteration 124Q: 3 clusters Score -1.581412e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 321842 members 
Entering Unmasked Estep 
Score: -15813832.000000 Penalty: 1163.395020
	Iteration 125Q: 3 clusters Score -1.581383e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 322511 members 
Entering Unmasked Estep 
Score: -15813806.000000 Penalty: 1163.395020
	Iteration 126Q: 3 clusters Score -1.581381e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 323191 members 
Entering Unmasked Estep 
Score: -15813602.000000 Penalty: 1163.395020
	Iteration 127Q: 3 clusters Score -1.58136e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 323898 members 
Entering Unmasked Estep 
Score: -15813537.000000 Penalty: 1163.395020
	Iteration 128Q: 3 clusters Score -1.581354e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 324575 members 
Entering Unmasked Estep 
Score: -15813463.000000 Penalty: 1163.395020
	Iteration 129Q: 3 clusters Score -1.581346e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 325286 members 
Entering Unmasked Estep 
Score: -15813436.000000 Penalty: 1163.395020
	Iteration 130Q: 3 clusters Score -1.581344e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 325983 members 
Entering Unmasked Estep 
Score: -15813295.000000 Penalty: 1163.395020
	Iteration 131Q: 3 clusters Score -1.58133e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 326643 members 
Entering Unmasked Estep 
Score: -15813238.000000 Penalty: 1163.395020
	Iteration 132Q: 3 clusters Score -1.581324e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 327296 members 
Entering Unmasked Estep 
Score: -15813119.000000 Penalty: 1163.395020
	Iteration 133Q: 3 clusters Score -1.581312e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 327909 members 
Entering Unmasked Estep 
Score: -15813082.000000 Penalty: 1163.395020
	Iteration 134Q: 3 clusters Score -1.581308e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 328554 members 
Entering Unmasked Estep 
Score: -15813081.000000 Penalty: 1163.395020
	Iteration 135Q: 3 clusters Score -1.581308e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 329187 members 
Entering Unmasked Estep 
Score: -15813052.000000 Penalty: 1163.395020
	Iteration 136Q: 3 clusters Score -1.581305e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 329814 members 
Entering Unmasked Estep 
Score: -15813106.000000 Penalty: 1163.395020
	Iteration 137Q: 3 clusters Score -1.581311e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 330445 members 
Entering Unmasked Estep 
Score: -15813013.000000 Penalty: 1163.395020
	Iteration 138Q: 3 clusters Score -1.581301e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 331073 members 
Entering Unmasked Estep 
Score: -15812906.000000 Penalty: 1163.395020
	Iteration 139Q: 3 clusters Score -1.581291e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 331625 members 
Entering Unmasked Estep 
Score: -15812818.000000 Penalty: 1163.395020
	Iteration 140F: 3 clusters Score -1.581282e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 332143 members 
Entering Unmasked Estep 
Score: -15812753.000000 Penalty: 1163.395020
	Iteration 141Q: 3 clusters Score -1.581275e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 332667 members 
Entering Unmasked Estep 
Score: -15812697.000000 Penalty: 1163.395020
	Iteration 142Q: 3 clusters Score -1.58127e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 333234 members 
Entering Unmasked Estep 
Score: -15812643.000000 Penalty: 1163.395020
	Iteration 143Q: 3 clusters Score -1.581264e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 333879 members 
Entering Unmasked Estep 
Score: -15812632.000000 Penalty: 1163.395020
	Iteration 144Q: 3 clusters Score -1.581263e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 334518 members 
Entering Unmasked Estep 
Score: -15812609.000000 Penalty: 1163.395020
	Iteration 145Q: 3 clusters Score -1.581261e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 335096 members 
Entering Unmasked Estep 
Score: -15812582.000000 Penalty: 1163.395020
	Iteration 146Q: 3 clusters Score -1.581258e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 335622 members 
Entering Unmasked Estep 
Score: -15812555.000000 Penalty: 1163.395020
	Iteration 147Q: 3 clusters Score -1.581256e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 336112 members 
Entering Unmasked Estep 
Score: -15812479.000000 Penalty: 1163.395020
	Iteration 148Q: 3 clusters Score -1.581248e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 336585 members 
Entering Unmasked Estep 
Score: -15812457.000000 Penalty: 1163.395020
	Iteration 149Q: 3 clusters Score -1.581246e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 337058 members 
Entering Unmasked Estep 
Score: -15812455.000000 Penalty: 1163.395020
	Iteration 150Q: 3 clusters Score -1.581246e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 337535 members 
Entering Unmasked Estep 
Score: -15812398.000000 Penalty: 1163.395020
	Iteration 151Q: 3 clusters Score -1.58124e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 338011 members 
Entering Unmasked Estep 
Score: -15812340.000000 Penalty: 1163.395020
	Iteration 152Q: 3 clusters Score -1.581234e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 338469 members 
Entering Unmasked Estep 
Score: -15812248.000000 Penalty: 1163.395020
	Iteration 153Q: 3 clusters Score -1.581225e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 338926 members 
Entering Unmasked Estep 
Score: -15812151.000000 Penalty: 1163.395020
	Iteration 154Q: 3 clusters Score -1.581215e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 339394 members 
Entering Unmasked Estep 
Score: -15812085.000000 Penalty: 1163.395020
	Iteration 155Q: 3 clusters Score -1.581208e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 339861 members 
Entering Unmasked Estep 
Score: -15811947.000000 Penalty: 1163.395020
	Iteration 156Q: 3 clusters Score -1.581195e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 340313 members 
Entering Unmasked Estep 
Score: -15811824.000000 Penalty: 1163.395020
	Iteration 157Q: 3 clusters Score -1.581182e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 340782 members 
Entering Unmasked Estep 
Score: -15811737.000000 Penalty: 1163.395020
	Iteration 158Q: 3 clusters Score -1.581174e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 341262 members 
Entering Unmasked Estep 
Score: -15811661.000000 Penalty: 1163.395020
	Iteration 159Q: 3 clusters Score -1.581166e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 341707 members 
Entering Unmasked Estep 
Score: -15811639.000000 Penalty: 1163.395020
	Iteration 160F: 3 clusters Score -1.581164e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 342160 members 
Entering Unmasked Estep 
Score: -15811500.000000 Penalty: 1163.395020
	Iteration 161Q: 3 clusters Score -1.58115e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 342600 members 
Entering Unmasked Estep 
Score: -15811527.000000 Penalty: 1163.395020
	Iteration 162Q: 3 clusters Score -1.581153e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 342989 members 
Entering Unmasked Estep 
Score: -15811506.000000 Penalty: 1163.395020
	Iteration 163Q: 3 clusters Score -1.581151e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 343382 members 
Entering Unmasked Estep 
Score: -15811425.000000 Penalty: 1163.395020
	Iteration 164Q: 3 clusters Score -1.581142e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 343755 members 
Entering Unmasked Estep 
Score: -15811356.000000 Penalty: 1163.395020
	Iteration 165Q: 3 clusters Score -1.581136e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 344149 members 
Entering Unmasked Estep 
Score: -15811311.000000 Penalty: 1163.395020
	Iteration 166Q: 3 clusters Score -1.581131e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 344529 members 
Entering Unmasked Estep 
Score: -15811251.000000 Penalty: 1163.395020
	Iteration 167Q: 3 clusters Score -1.581125e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 344893 members 
Entering Unmasked Estep 
Score: -15811151.000000 Penalty: 1163.395020
	Iteration 168Q: 3 clusters Score -1.581115e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 345244 members 
Entering Unmasked Estep 
Score: -15811126.000000 Penalty: 1163.395020
	Iteration 169Q: 3 clusters Score -1.581113e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 345617 members 
Entering Unmasked Estep 
Score: -15811086.000000 Penalty: 1163.395020
	Iteration 170Q: 3 clusters Score -1.581109e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 345952 members 
Entering Unmasked Estep 
Score: -15811079.000000 Penalty: 1163.395020
	Iteration 171Q: 3 clusters Score -1.581108e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 346280 members 
Entering Unmasked Estep 
Score: -15811005.000000 Penalty: 1163.395020
	Iteration 172Q: 3 clusters Score -1.5811e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 346616 members 
Entering Unmasked Estep 
Score: -15810925.000000 Penalty: 1163.395020
	Iteration 173Q: 3 clusters Score -1.581092e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 346961 members 
Entering Unmasked Estep 
Score: -15810865.000000 Penalty: 1163.395020
	Iteration 174Q: 3 clusters Score -1.581086e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 347310 members 
Entering Unmasked Estep 
Score: -15810864.000000 Penalty: 1163.395020
	Iteration 175Q: 3 clusters Score -1.581086e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 347641 members 
Entering Unmasked Estep 
Score: -15810851.000000 Penalty: 1163.395020
	Iteration 176Q: 3 clusters Score -1.581085e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 347980 members 
Entering Unmasked Estep 
Score: -15810758.000000 Penalty: 1163.395020
	Iteration 177Q: 3 clusters Score -1.581076e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 348319 members 
Entering Unmasked Estep 
Score: -15810673.000000 Penalty: 1163.395020
	Iteration 178Q: 3 clusters Score -1.581067e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 348654 members 
Entering Unmasked Estep 
Score: -15810667.000000 Penalty: 1163.395020
	Iteration 179Q: 3 clusters Score -1.581067e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 348974 members 
Entering Unmasked Estep 
Score: -15810685.000000 Penalty: 1163.395020
	Iteration 180F: 3 clusters Score -1.581068e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 349272 members 
Entering Unmasked Estep 
Score: -15810625.000000 Penalty: 1163.395020
	Iteration 181Q: 3 clusters Score -1.581062e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 349576 members 
Entering Unmasked Estep 
Score: -15810552.000000 Penalty: 1163.395020
	Iteration 182Q: 3 clusters Score -1.581055e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 349871 members 
Entering Unmasked Estep 
Score: -15810467.000000 Penalty: 1163.395020
	Iteration 183Q: 3 clusters Score -1.581047e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 350142 members 
Entering Unmasked Estep 
Score: -15810451.000000 Penalty: 1163.395020
	Iteration 184Q: 3 clusters Score -1.581045e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 350406 members 
Entering Unmasked Estep 
Score: -15810385.000000 Penalty: 1163.395020
	Iteration 185Q: 3 clusters Score -1.581038e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 350679 members 
Entering Unmasked Estep 
Score: -15810314.000000 Penalty: 1163.395020
	Iteration 186Q: 3 clusters Score -1.581031e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 350916 members 
Entering Unmasked Estep 
Score: -15810253.000000 Penalty: 1163.395020
	Iteration 187Q: 3 clusters Score -1.581025e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 351147 members 
Entering Unmasked Estep 
Score: -15810243.000000 Penalty: 1163.395020
	Iteration 188Q: 3 clusters Score -1.581024e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 351375 members 
Entering Unmasked Estep 
Score: -15810222.000000 Penalty: 1163.395020
	Iteration 189Q: 3 clusters Score -1.581022e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 351605 members 
Entering Unmasked Estep 
Score: -15810231.000000 Penalty: 1163.395020
	Iteration 190Q: 3 clusters Score -1.581023e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 351812 members 
Entering Unmasked Estep 
Score: -15810215.000000 Penalty: 1163.395020
	Iteration 191Q: 3 clusters Score -1.581022e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 352012 members 
Entering Unmasked Estep 
Score: -15810171.000000 Penalty: 1163.395020
	Iteration 192Q: 3 clusters Score -1.581017e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 352207 members 
Entering Unmasked Estep 
Score: -15810116.000000 Penalty: 1163.395020
	Iteration 193Q: 3 clusters Score -1.581012e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 352403 members 
Entering Unmasked Estep 
Score: -15810128.000000 Penalty: 1163.395020
	Iteration 194Q: 3 clusters Score -1.581013e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 352591 members 
Entering Unmasked Estep 
Score: -15810088.000000 Penalty: 1163.395020
	Iteration 195Q: 3 clusters Score -1.581009e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 352765 members 
Entering Unmasked Estep 
Score: -15810019.000000 Penalty: 1163.395020
	Iteration 196Q: 3 clusters Score -1.581002e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 352938 members 
Entering Unmasked Estep 
Score: -15809994.000000 Penalty: 1163.395020
	Iteration 197Q: 3 clusters Score -1.580999e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 353093 members 
Entering Unmasked Estep 
Score: -15809936.000000 Penalty: 1163.395020
	Iteration 198Q: 3 clusters Score -1.580994e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 353220 members 
Entering Unmasked Estep 
Score: -15809931.000000 Penalty: 1163.395020
	Iteration 199Q: 3 clusters Score -1.580993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 353348 members 
Entering Unmasked Estep 
Score: -15809885.000000 Penalty: 1163.395020
	Iteration 200F: 3 clusters Score -1.580988e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 353480 members 
Entering Unmasked Estep 
Score: -15809853.000000 Penalty: 1163.395020
	Iteration 201Q: 3 clusters Score -1.580985e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 353615 members 
Entering Unmasked Estep 
Score: -15809805.000000 Penalty: 1163.395020
	Iteration 202Q: 3 clusters Score -1.58098e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 353747 members 
Entering Unmasked Estep 
Score: -15809789.000000 Penalty: 1163.395020
	Iteration 203Q: 3 clusters Score -1.580979e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 353874 members 
Entering Unmasked Estep 
Score: -15809755.000000 Penalty: 1163.395020
	Iteration 204Q: 3 clusters Score -1.580976e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 354000 members 
Entering Unmasked Estep 
Score: -15809726.000000 Penalty: 1163.395020
	Iteration 205Q: 3 clusters Score -1.580973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 354122 members 
Entering Unmasked Estep 
Score: -15809730.000000 Penalty: 1163.395020
	Iteration 206Q: 3 clusters Score -1.580973e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 354232 members 
Entering Unmasked Estep 
Score: -15809694.000000 Penalty: 1163.395020
	Iteration 207Q: 3 clusters Score -1.580969e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 354344 members 
Entering Unmasked Estep 
Score: -15809651.000000 Penalty: 1163.395020
	Iteration 208Q: 3 clusters Score -1.580965e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 354437 members 
Entering Unmasked Estep 
Score: -15809645.000000 Penalty: 1163.395020
	Iteration 209Q: 3 clusters Score -1.580964e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 354523 members 
Entering Unmasked Estep 
Score: -15809631.000000 Penalty: 1163.395020
	Iteration 210Q: 3 clusters Score -1.580963e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 354615 members 
Entering Unmasked Estep 
Score: -15809620.000000 Penalty: 1163.395020
	Iteration 211Q: 3 clusters Score -1.580962e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 354690 members 
Entering Unmasked Estep 
Score: -15809611.000000 Penalty: 1163.395020
	Iteration 212Q: 3 clusters Score -1.580961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 354760 members 
Entering Unmasked Estep 
Score: -15809586.000000 Penalty: 1163.395020
	Iteration 213Q: 3 clusters Score -1.580959e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 354827 members 
Entering Unmasked Estep 
Score: -15809585.000000 Penalty: 1163.395020
	Iteration 214Q: 3 clusters Score -1.580958e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 354884 members 
Entering Unmasked Estep 
Score: -15809580.000000 Penalty: 1163.395020
	Iteration 215Q: 3 clusters Score -1.580958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 354927 members 
Entering Unmasked Estep 
Score: -15809593.000000 Penalty: 1163.395020
	Iteration 216Q: 3 clusters Score -1.580959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 354968 members 
Entering Unmasked Estep 
Score: -15809604.000000 Penalty: 1163.395020
	Iteration 217Q: 3 clusters Score -1.58096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 355002 members 
Entering Unmasked Estep 
Score: -15809602.000000 Penalty: 1163.395020
	Iteration 218Q: 3 clusters Score -1.58096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 355032 members 
Entering Unmasked Estep 
Score: -15809596.000000 Penalty: 1163.395020
	Iteration 219Q: 3 clusters Score -1.58096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 355063 members 
Entering Unmasked Estep 
Score: -15809622.000000 Penalty: 1163.395020
	Iteration 220F: 3 clusters Score -1.580962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 355091 members 
Entering Unmasked Estep 
Score: -15809615.000000 Penalty: 1163.395020
	Iteration 221Q: 3 clusters Score -1.580962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 355118 members 
Entering Unmasked Estep 
Score: -15809600.000000 Penalty: 1163.395020
	Iteration 222Q: 3 clusters Score -1.58096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 355135 members 
Entering Unmasked Estep 
Score: -15809591.000000 Penalty: 1163.395020
	Iteration 223Q: 3 clusters Score -1.580959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 355155 members 
Entering Unmasked Estep 
Score: -15809587.000000 Penalty: 1163.395020
	Iteration 224Q: 3 clusters Score -1.580959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 355171 members 
Entering Unmasked Estep 
Score: -15809589.000000 Penalty: 1163.395020
	Iteration 225Q: 3 clusters Score -1.580959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 355192 members 
Entering Unmasked Estep 
Score: -15809575.000000 Penalty: 1163.395020
	Iteration 226Q: 3 clusters Score -1.580958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 355210 members 
Entering Unmasked Estep 
Score: -15809578.000000 Penalty: 1163.395020
	Iteration 227Q: 3 clusters Score -1.580958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 355230 members 
Entering Unmasked Estep 
Score: -15809574.000000 Penalty: 1163.395020
	Iteration 228Q: 3 clusters Score -1.580957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 355248 members 
Entering Unmasked Estep 
Score: -15809587.000000 Penalty: 1163.395020
	Iteration 229Q: 3 clusters Score -1.580959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 355264 members 
Entering Unmasked Estep 
Score: -15809565.000000 Penalty: 1163.395020
	Iteration 230Q: 3 clusters Score -1.580956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 355284 members 
Entering Unmasked Estep 
Score: -15809567.000000 Penalty: 1163.395020
	Iteration 231Q: 3 clusters Score -1.580957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 355307 members 
Entering Unmasked Estep 
Score: -15809545.000000 Penalty: 1163.395020
	Iteration 232Q: 3 clusters Score -1.580954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 355341 members 
Entering Unmasked Estep 
Score: -15809553.000000 Penalty: 1163.395020
	Iteration 233Q: 3 clusters Score -1.580955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 355369 members 
Entering Unmasked Estep 
Score: -15809535.000000 Penalty: 1163.395020
	Iteration 234Q: 3 clusters Score -1.580954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 355395 members 
Entering Unmasked Estep 
Score: -15809525.000000 Penalty: 1163.395020
	Iteration 235Q: 3 clusters Score -1.580952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 355420 members 
Entering Unmasked Estep 
Score: -15809525.000000 Penalty: 1163.395020
	Iteration 236Q: 3 clusters Score -1.580952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 355445 members 
Entering Unmasked Estep 
Score: -15809517.000000 Penalty: 1163.395020
	Iteration 237Q: 3 clusters Score -1.580952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 355477 members 
Entering Unmasked Estep 
Score: -15809509.000000 Penalty: 1163.395020
	Iteration 238Q: 3 clusters Score -1.580951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 355507 members 
Entering Unmasked Estep 
Score: -15809485.000000 Penalty: 1163.395020
	Iteration 239Q: 3 clusters Score -1.580948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 355534 members 
Entering Unmasked Estep 
Score: -15809496.000000 Penalty: 1163.395020
	Iteration 240F: 3 clusters Score -1.58095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 355558 members 
Entering Unmasked Estep 
Score: -15809484.000000 Penalty: 1163.395020
	Iteration 241Q: 3 clusters Score -1.580948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 355580 members 
Entering Unmasked Estep 
Score: -15809465.000000 Penalty: 1163.395020
	Iteration 242Q: 3 clusters Score -1.580946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 355603 members 
Entering Unmasked Estep 
Score: -15809449.000000 Penalty: 1163.395020
	Iteration 243Q: 3 clusters Score -1.580945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 355623 members 
Entering Unmasked Estep 
Score: -15809440.000000 Penalty: 1163.395020
	Iteration 244Q: 3 clusters Score -1.580944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 355635 members 
Entering Unmasked Estep 
Score: -15809437.000000 Penalty: 1163.395020
	Iteration 245Q: 3 clusters Score -1.580944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 355646 members 
Entering Unmasked Estep 
Score: -15809445.000000 Penalty: 1163.395020
	Iteration 246Q: 3 clusters Score -1.580944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 355661 members 
Entering Unmasked Estep 
Score: -15809440.000000 Penalty: 1163.395020
	Iteration 247Q: 3 clusters Score -1.580944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 355676 members 
Entering Unmasked Estep 
Score: -15809431.000000 Penalty: 1163.395020
	Iteration 248Q: 3 clusters Score -1.580943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 355689 members 
Entering Unmasked Estep 
Score: -15809431.000000 Penalty: 1163.395020
	Iteration 249Q: 3 clusters Score -1.580943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 355706 members 
Entering Unmasked Estep 
Score: -15809425.000000 Penalty: 1163.395020
	Iteration 250Q: 3 clusters Score -1.580942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 355719 members 
Entering Unmasked Estep 
Score: -15809435.000000 Penalty: 1163.395020
	Iteration 251Q: 3 clusters Score -1.580944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 355735 members 
Entering Unmasked Estep 
Score: -15809425.000000 Penalty: 1163.395020
	Iteration 252Q: 3 clusters Score -1.580942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 355745 members 
Entering Unmasked Estep 
Score: -15809416.000000 Penalty: 1163.395020
	Iteration 253Q: 3 clusters Score -1.580942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 355757 members 
Entering Unmasked Estep 
Score: -15809418.000000 Penalty: 1163.395020
	Iteration 254Q: 3 clusters Score -1.580942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 355769 members 
Entering Unmasked Estep 
Score: -15809411.000000 Penalty: 1163.395020
	Iteration 255Q: 3 clusters Score -1.580941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 355779 members 
Entering Unmasked Estep 
Score: -15809401.000000 Penalty: 1163.395020
	Iteration 256Q: 3 clusters Score -1.58094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 355791 members 
Entering Unmasked Estep 
Score: -15809391.000000 Penalty: 1163.395020
	Iteration 257Q: 3 clusters Score -1.580939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 355810 members 
Entering Unmasked Estep 
Score: -15809406.000000 Penalty: 1163.395020
	Iteration 258Q: 3 clusters Score -1.580941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 355828 members 
Entering Unmasked Estep 
Score: -15809398.000000 Penalty: 1163.395020
	Iteration 259Q: 3 clusters Score -1.58094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 355848 members 
Entering Unmasked Estep 
Score: -15809398.000000 Penalty: 1163.395020
	Iteration 260F: 3 clusters Score -1.58094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 355867 members 
Entering Unmasked Estep 
Score: -15809398.000000 Penalty: 1163.395020
	Iteration 261Q: 3 clusters Score -1.58094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 355880 members 
Entering Unmasked Estep 
Score: -15809389.000000 Penalty: 1163.395020
	Iteration 262Q: 3 clusters Score -1.580939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 355889 members 
Entering Unmasked Estep 
Score: -15809397.000000 Penalty: 1163.395020
	Iteration 263Q: 3 clusters Score -1.58094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 355900 members 
Entering Unmasked Estep 
Score: -15809401.000000 Penalty: 1163.395020
	Iteration 264Q: 3 clusters Score -1.58094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 355911 members 
Entering Unmasked Estep 
Score: -15809393.000000 Penalty: 1163.395020
	Iteration 265Q: 3 clusters Score -1.580939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 355924 members 
Entering Unmasked Estep 
Score: -15809389.000000 Penalty: 1163.395020
	Iteration 266Q: 3 clusters Score -1.580939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 355932 members 
Entering Unmasked Estep 
Score: -15809376.000000 Penalty: 1163.395020
	Iteration 267Q: 3 clusters Score -1.580938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 355940 members 
Entering Unmasked Estep 
Score: -15809382.000000 Penalty: 1163.395020
	Iteration 268Q: 3 clusters Score -1.580938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 355943 members 
Entering Unmasked Estep 
Score: -15809384.000000 Penalty: 1163.395020
	Iteration 269Q: 3 clusters Score -1.580938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 355948 members 
Entering Unmasked Estep 
Score: -15809386.000000 Penalty: 1163.395020
	Iteration 270Q: 3 clusters Score -1.580939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 355951 members 
Entering Unmasked Estep 
Score: -15809391.000000 Penalty: 1163.395020
	Iteration 271Q: 3 clusters Score -1.580939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 355955 members 
Entering Unmasked Estep 
Score: -15809385.000000 Penalty: 1163.395020
	Iteration 272Q: 3 clusters Score -1.580938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 355958 members 
Entering Unmasked Estep 
Score: -15809385.000000 Penalty: 1163.395020
	Iteration 273Q: 3 clusters Score -1.580938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 355959 members 
Entering Unmasked Estep 
Score: -15809386.000000 Penalty: 1163.395020
	Iteration 274Q: 3 clusters Score -1.580939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 355959 members 
Entering Unmasked Estep 
Score: -15809386.000000 Penalty: 1163.395020
	Iteration 275F: 3 clusters Score -1.580939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -5773.819824 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -5773.82 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 104 members 
Entering Unmasked Estep 
Score: -5548.107422 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -5548.107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5779.635254 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -5779.635 nChanged 13
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: -5823.288574 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -5823.289 nChanged 4
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: -5836.784180 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -5836.784 nChanged 2
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: -5840.237793 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -5840.238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5842.631348 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -5842.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5842.631348 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -5842.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 356668 members 
Mstep: Class 4 contains 137 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 25514 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 22585 members 
Mstep: Class 9 contains 15236 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 43754 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 35240 members 
Mstep: Class 17 contains 91049 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 209387 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5005 members 
Mstep: Class 23 contains 230850 members 
Mstep: Class 24 contains 63 members 
Entering Unmasked Estep 
Score: -46925756.000000 Penalty: 15206.294922
Splitting cluster 4 changes total score from -46925824.000000 to -46925756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -34078.683594 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -34078.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33445.277344 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -33445.28 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33623.187500 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -33623.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33649.839844 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -33649.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33662.187500 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -33662.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33677.273438 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -33677.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33684.140625 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -33684.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33688.984375 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -33688.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33694.636719 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -33694.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33698.277344 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -33698.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -33702.527344 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -33702.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33706.007812 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -33706.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33710.824219 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -33710.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33713.433594 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -33713.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33714.480469 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -33714.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33715.382812 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -33715.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33715.382812 Penalty: 598.711853
	Iteration 15F: 3 clusters Score -33715.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Entering Unmasked Estep 
Score: -1100274.125000 Penalty: 461.687683
	Iteration 0F: 2 clusters Score -1100274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1083197.750000 Penalty: 923.375366
	Iteration 0F: 3 clusters Score -1083198 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1090691.625000 Penalty: 923.375366
	Iteration 1F: 3 clusters Score -1090692 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1091310.000000 Penalty: 923.375366
	Iteration 2F: 3 clusters Score -1091310 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1092310.000000 Penalty: 923.375366
	Iteration 3F: 3 clusters Score -1092310 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1093756.000000 Penalty: 923.375366
	Iteration 4F: 3 clusters Score -1093756 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1095468.125000 Penalty: 923.375366
	Iteration 5F: 3 clusters Score -1095468 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -1096846.000000 Penalty: 923.375366
	Iteration 6F: 3 clusters Score -1096846 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -1097757.750000 Penalty: 923.375366
	Iteration 7Q: 3 clusters Score -1097758 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1098334.625000 Penalty: 923.375366
	Iteration 8Q: 3 clusters Score -1098335 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1098801.625000 Penalty: 923.375366
	Iteration 9Q: 3 clusters Score -1098802 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1099124.875000 Penalty: 923.375366
	Iteration 10Q: 3 clusters Score -1099125 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -1099346.875000 Penalty: 923.375366
	Iteration 11Q: 3 clusters Score -1099347 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -1099531.000000 Penalty: 923.375366
	Iteration 12Q: 3 clusters Score -1099531 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -1099672.500000 Penalty: 923.375366
	Iteration 13Q: 3 clusters Score -1099672 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -1099761.750000 Penalty: 923.375366
	Iteration 14Q: 3 clusters Score -1099762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -1099844.500000 Penalty: 923.375366
	Iteration 15Q: 3 clusters Score -1099844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -1099918.000000 Penalty: 923.375366
	Iteration 16Q: 3 clusters Score -1099918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -1099952.875000 Penalty: 923.375366
	Iteration 17Q: 3 clusters Score -1099953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -1099972.125000 Penalty: 923.375366
	Iteration 18Q: 3 clusters Score -1099972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1099984.500000 Penalty: 923.375366
	Iteration 19Q: 3 clusters Score -1099984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1099989.250000 Penalty: 923.375366
	Iteration 20F: 3 clusters Score -1099989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -1099995.250000 Penalty: 923.375366
	Iteration 21Q: 3 clusters Score -1099995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -1099995.625000 Penalty: 923.375366
	Iteration 22Q: 3 clusters Score -1099996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -1099996.250000 Penalty: 923.375366
	Iteration 23Q: 3 clusters Score -1099996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -1099999.250000 Penalty: 923.375366
	Iteration 24Q: 3 clusters Score -1099999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1100000.125000 Penalty: 923.375366
	Iteration 25Q: 3 clusters Score -1100000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -1100001.750000 Penalty: 923.375366
	Iteration 26Q: 3 clusters Score -1100002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -1100002.625000 Penalty: 923.375366
	Iteration 27Q: 3 clusters Score -1100003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -1100002.500000 Penalty: 923.375366
	Iteration 28Q: 3 clusters Score -1100002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -1100002.375000 Penalty: 923.375366
	Iteration 29Q: 3 clusters Score -1100002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -1100004.375000 Penalty: 923.375366
	Iteration 30Q: 3 clusters Score -1100004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -1100004.000000 Penalty: 923.375366
	Iteration 31Q: 3 clusters Score -1100004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1100004.250000 Penalty: 923.375366
	Iteration 32Q: 3 clusters Score -1100004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1100006.000000 Penalty: 923.375366
	Iteration 33Q: 3 clusters Score -1100006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -1100008.375000 Penalty: 923.375366
	Iteration 34Q: 3 clusters Score -1100008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -1100013.125000 Penalty: 923.375366
	Iteration 35Q: 3 clusters Score -1100013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -1100012.250000 Penalty: 923.375366
	Iteration 36Q: 3 clusters Score -1100012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -1100013.000000 Penalty: 923.375366
	Iteration 37Q: 3 clusters Score -1100013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -1100014.125000 Penalty: 923.375366
	Iteration 38Q: 3 clusters Score -1100014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1100013.875000 Penalty: 923.375366
	Iteration 39Q: 3 clusters Score -1100014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -1100014.875000 Penalty: 923.375366
	Iteration 40F: 3 clusters Score -1100015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -42435.101562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -42435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -41743.839844 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -41743.84 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -41929.148438 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -41929.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41967.894531 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -41967.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41991.019531 Penalty: 609.205139
	Iteration 3Q: 3 clusters Score -41991.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42006.621094 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -42006.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42014.769531 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -42014.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42020.363281 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -42020.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42023.046875 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -42023.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42024.800781 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -42024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42025.523438 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -42025.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42026.351562 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -42026.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42026.636719 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -42026.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42027.535156 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -42027.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42027.777344 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -42027.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42027.777344 Penalty: 609.205139
	Iteration 14F: 3 clusters Score -42027.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Entering Unmasked Estep 
Score: -966408.187500 Penalty: 456.139404
	Iteration 0F: 2 clusters Score -966408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -951269.250000 Penalty: 912.278809
	Iteration 0F: 3 clusters Score -951269.2 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -958497.875000 Penalty: 912.278809
	Iteration 1F: 3 clusters Score -958497.9 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -959614.375000 Penalty: 912.278809
	Iteration 2F: 3 clusters Score -959614.4 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -960905.312500 Penalty: 912.278809
	Iteration 3F: 3 clusters Score -960905.3 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -962109.250000 Penalty: 912.278809
	Iteration 4F: 3 clusters Score -962109.2 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -963014.687500 Penalty: 912.278809
	Iteration 5F: 3 clusters Score -963014.7 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -963542.375000 Penalty: 912.278809
	Iteration 6Q: 3 clusters Score -963542.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -963890.937500 Penalty: 912.278809
	Iteration 7Q: 3 clusters Score -963890.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -964193.000000 Penalty: 912.278809
	Iteration 8Q: 3 clusters Score -964193 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -964502.625000 Penalty: 912.278809
	Iteration 9Q: 3 clusters Score -964502.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -964856.437500 Penalty: 912.278809
	Iteration 10Q: 3 clusters Score -964856.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -965202.562500 Penalty: 912.278809
	Iteration 11Q: 3 clusters Score -965202.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -965518.187500 Penalty: 912.278809
	Iteration 12Q: 3 clusters Score -965518.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -965783.437500 Penalty: 912.278809
	Iteration 13Q: 3 clusters Score -965783.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -965956.562500 Penalty: 912.278809
	Iteration 14Q: 3 clusters Score -965956.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -966083.000000 Penalty: 912.278809
	Iteration 15Q: 3 clusters Score -966083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -966170.875000 Penalty: 912.278809
	Iteration 16Q: 3 clusters Score -966170.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -966229.125000 Penalty: 912.278809
	Iteration 17Q: 3 clusters Score -966229.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -966268.375000 Penalty: 912.278809
	Iteration 18Q: 3 clusters Score -966268.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -966294.312500 Penalty: 912.278809
	Iteration 19Q: 3 clusters Score -966294.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -966320.625000 Penalty: 912.278809
	Iteration 20F: 3 clusters Score -966320.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -966335.500000 Penalty: 912.278809
	Iteration 21Q: 3 clusters Score -966335.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -966342.000000 Penalty: 912.278809
	Iteration 22Q: 3 clusters Score -966342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -966347.437500 Penalty: 912.278809
	Iteration 23Q: 3 clusters Score -966347.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -966353.625000 Penalty: 912.278809
	Iteration 24Q: 3 clusters Score -966353.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -966356.687500 Penalty: 912.278809
	Iteration 25Q: 3 clusters Score -966356.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -966358.000000 Penalty: 912.278809
	Iteration 26Q: 3 clusters Score -966358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -966362.437500 Penalty: 912.278809
	Iteration 27Q: 3 clusters Score -966362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -966363.312500 Penalty: 912.278809
	Iteration 28Q: 3 clusters Score -966363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -966366.500000 Penalty: 912.278809
	Iteration 29Q: 3 clusters Score -966366.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -966369.875000 Penalty: 912.278809
	Iteration 30Q: 3 clusters Score -966369.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -966372.750000 Penalty: 912.278809
	Iteration 31Q: 3 clusters Score -966372.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -966373.687500 Penalty: 912.278809
	Iteration 32Q: 3 clusters Score -966373.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -966374.687500 Penalty: 912.278809
	Iteration 33Q: 3 clusters Score -966374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -966374.937500 Penalty: 912.278809
	Iteration 34Q: 3 clusters Score -966374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -966376.187500 Penalty: 912.278809
	Iteration 35Q: 3 clusters Score -966376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -966378.062500 Penalty: 912.278809
	Iteration 36Q: 3 clusters Score -966378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -966377.000000 Penalty: 912.278809
	Iteration 37Q: 3 clusters Score -966377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -966376.500000 Penalty: 912.278809
	Iteration 38Q: 3 clusters Score -966376.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -966380.875000 Penalty: 912.278809
	Iteration 39Q: 3 clusters Score -966380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -966381.687500 Penalty: 912.278809
	Iteration 40F: 3 clusters Score -966381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -966383.875000 Penalty: 912.278809
	Iteration 41Q: 3 clusters Score -966383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -966385.125000 Penalty: 912.278809
	Iteration 42Q: 3 clusters Score -966385.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -966386.687500 Penalty: 912.278809
	Iteration 43Q: 3 clusters Score -966386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -966391.750000 Penalty: 912.278809
	Iteration 44Q: 3 clusters Score -966391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -966390.812500 Penalty: 912.278809
	Iteration 45Q: 3 clusters Score -966390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -966390.625000 Penalty: 912.278809
	Iteration 46Q: 3 clusters Score -966390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -966391.812500 Penalty: 912.278809
	Iteration 47Q: 3 clusters Score -966391.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -966392.375000 Penalty: 912.278809
	Iteration 48Q: 3 clusters Score -966392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -966394.500000 Penalty: 912.278809
	Iteration 49Q: 3 clusters Score -966394.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -966392.250000 Penalty: 912.278809
	Iteration 50Q: 3 clusters Score -966392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -966392.312500 Penalty: 912.278809
	Iteration 51Q: 3 clusters Score -966392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -966393.687500 Penalty: 912.278809
	Iteration 52Q: 3 clusters Score -966393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -966395.312500 Penalty: 912.278809
	Iteration 53Q: 3 clusters Score -966395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -966394.937500 Penalty: 912.278809
	Iteration 54Q: 3 clusters Score -966394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -966395.875000 Penalty: 912.278809
	Iteration 55Q: 3 clusters Score -966395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -966398.500000 Penalty: 912.278809
	Iteration 56Q: 3 clusters Score -966398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -966399.625000 Penalty: 912.278809
	Iteration 57Q: 3 clusters Score -966399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -966400.812500 Penalty: 912.278809
	Iteration 58Q: 3 clusters Score -966400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -966399.437500 Penalty: 912.278809
	Iteration 59Q: 3 clusters Score -966399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -966400.750000 Penalty: 912.278809
	Iteration 60F: 3 clusters Score -966400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -966399.625000 Penalty: 912.278809
	Iteration 61Q: 3 clusters Score -966399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -966398.125000 Penalty: 912.278809
	Iteration 62Q: 3 clusters Score -966398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -966398.125000 Penalty: 912.278809
	Iteration 63F: 3 clusters Score -966398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Entering Unmasked Estep 
Score: -674544.625000 Penalty: 438.229431
	Iteration 0F: 2 clusters Score -674544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -664451.312500 Penalty: 876.458862
	Iteration 0F: 3 clusters Score -664451.3 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -668362.125000 Penalty: 876.458862
	Iteration 1F: 3 clusters Score -668362.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -668468.500000 Penalty: 876.458862
	Iteration 2Q: 3 clusters Score -668468.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -668567.937500 Penalty: 876.458862
	Iteration 3Q: 3 clusters Score -668567.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -668665.875000 Penalty: 876.458862
	Iteration 4Q: 3 clusters Score -668665.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -668772.500000 Penalty: 876.458862
	Iteration 5Q: 3 clusters Score -668772.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -668915.500000 Penalty: 876.458862
	Iteration 6Q: 3 clusters Score -668915.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -669117.500000 Penalty: 876.458862
	Iteration 7Q: 3 clusters Score -669117.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -669438.812500 Penalty: 876.458862
	Iteration 8Q: 3 clusters Score -669438.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -669966.625000 Penalty: 876.458862
	Iteration 9F: 3 clusters Score -669966.6 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -670862.687500 Penalty: 876.458862
	Iteration 10F: 3 clusters Score -670862.7 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -672076.812500 Penalty: 876.458862
	Iteration 11F: 3 clusters Score -672076.8 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -673180.500000 Penalty: 876.458862
	Iteration 12F: 3 clusters Score -673180.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -673827.187500 Penalty: 876.458862
	Iteration 13Q: 3 clusters Score -673827.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -674036.500000 Penalty: 876.458862
	Iteration 14Q: 3 clusters Score -674036.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -674100.437500 Penalty: 876.458862
	Iteration 15Q: 3 clusters Score -674100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -674131.250000 Penalty: 876.458862
	Iteration 16Q: 3 clusters Score -674131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -674138.187500 Penalty: 876.458862
	Iteration 17Q: 3 clusters Score -674138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -674145.500000 Penalty: 876.458862
	Iteration 18Q: 3 clusters Score -674145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -674151.125000 Penalty: 876.458862
	Iteration 19Q: 3 clusters Score -674151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -674152.062500 Penalty: 876.458862
	Iteration 20F: 3 clusters Score -674152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -44839.628906 Penalty: 323.238556
	Iteration 0F: 2 clusters Score -44839.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -43876.070312 Penalty: 646.477112
	Iteration 0F: 3 clusters Score -43876.07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44154.046875 Penalty: 646.477112
	Iteration 1F: 3 clusters Score -44154.05 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44228.148438 Penalty: 646.477112
	Iteration 2F: 3 clusters Score -44228.15 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -44294.394531 Penalty: 646.477112
	Iteration 3F: 3 clusters Score -44294.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -44341.285156 Penalty: 646.477112
	Iteration 4Q: 3 clusters Score -44341.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44387.132812 Penalty: 646.477112
	Iteration 5Q: 3 clusters Score -44387.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44430.695312 Penalty: 646.477112
	Iteration 6Q: 3 clusters Score -44430.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44468.542969 Penalty: 646.477112
	Iteration 7Q: 3 clusters Score -44468.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44507.914062 Penalty: 646.477112
	Iteration 8Q: 3 clusters Score -44507.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44533.402344 Penalty: 646.477112
	Iteration 9Q: 3 clusters Score -44533.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44546.437500 Penalty: 646.477112
	Iteration 10Q: 3 clusters Score -44546.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -44561.625000 Penalty: 646.477112
	Iteration 11Q: 3 clusters Score -44561.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44576.687500 Penalty: 646.477112
	Iteration 12Q: 3 clusters Score -44576.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -44603.011719 Penalty: 646.477112
	Iteration 13Q: 3 clusters Score -44603.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -44640.507812 Penalty: 646.477112
	Iteration 14Q: 3 clusters Score -44640.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -44680.605469 Penalty: 646.477112
	Iteration 15Q: 3 clusters Score -44680.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -44716.328125 Penalty: 646.477112
	Iteration 16Q: 3 clusters Score -44716.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -44725.644531 Penalty: 646.477112
	Iteration 17Q: 3 clusters Score -44725.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -44731.832031 Penalty: 646.477112
	Iteration 18Q: 3 clusters Score -44731.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -44734.867188 Penalty: 646.477112
	Iteration 19Q: 3 clusters Score -44734.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44736.257812 Penalty: 646.477112
	Iteration 20F: 3 clusters Score -44736.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -44736.496094 Penalty: 646.477112
	Iteration 21Q: 3 clusters Score -44736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -44737.121094 Penalty: 646.477112
	Iteration 22Q: 3 clusters Score -44737.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -44737.679688 Penalty: 646.477112
	Iteration 23Q: 3 clusters Score -44737.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -44737.679688 Penalty: 646.477112
	Iteration 24F: 3 clusters Score -44737.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Entering Unmasked Estep 
Score: -1926283.750000 Penalty: 486.228394
	Iteration 0F: 2 clusters Score -1926284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -1896919.750000 Penalty: 972.456787
	Iteration 0F: 3 clusters Score -1896920 nChanged 21207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -1909125.125000 Penalty: 972.456787
	Iteration 1F: 3 clusters Score -1909125 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1909444.125000 Penalty: 972.456787
	Iteration 2Q: 3 clusters Score -1909444 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1909795.875000 Penalty: 972.456787
	Iteration 3Q: 3 clusters Score -1909796 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -1910311.000000 Penalty: 972.456787
	Iteration 4Q: 3 clusters Score -1910311 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -1911109.625000 Penalty: 972.456787
	Iteration 5Q: 3 clusters Score -1911110 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -1912378.375000 Penalty: 972.456787
	Iteration 6F: 3 clusters Score -1912378 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -1914340.875000 Penalty: 972.456787
	Iteration 7F: 3 clusters Score -1914341 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -1916974.250000 Penalty: 972.456787
	Iteration 8F: 3 clusters Score -1916974 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1919438.000000 Penalty: 972.456787
	Iteration 9F: 3 clusters Score -1919438 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -1921115.750000 Penalty: 972.456787
	Iteration 10F: 3 clusters Score -1921116 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -1922299.250000 Penalty: 972.456787
	Iteration 11Q: 3 clusters Score -1922299 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -1923478.000000 Penalty: 972.456787
	Iteration 12Q: 3 clusters Score -1923478 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -1924499.125000 Penalty: 972.456787
	Iteration 13Q: 3 clusters Score -1924499 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -1925282.000000 Penalty: 972.456787
	Iteration 14Q: 3 clusters Score -1925282 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -1925772.125000 Penalty: 972.456787
	Iteration 15Q: 3 clusters Score -1925772 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -1926018.250000 Penalty: 972.456787
	Iteration 16Q: 3 clusters Score -1926018 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -1926131.250000 Penalty: 972.456787
	Iteration 17Q: 3 clusters Score -1926131 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -1926200.875000 Penalty: 972.456787
	Iteration 18Q: 3 clusters Score -1926201 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -1926224.125000 Penalty: 972.456787
	Iteration 19Q: 3 clusters Score -1926224 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -1926236.250000 Penalty: 972.456787
	Iteration 20F: 3 clusters Score -1926236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -1926241.375000 Penalty: 972.456787
	Iteration 21Q: 3 clusters Score -1926241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -1926242.000000 Penalty: 972.456787
	Iteration 22Q: 3 clusters Score -1926242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -1926241.125000 Penalty: 972.456787
	Iteration 23Q: 3 clusters Score -1926241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -1926243.125000 Penalty: 972.456787
	Iteration 24Q: 3 clusters Score -1926243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -1926242.250000 Penalty: 972.456787
	Iteration 25Q: 3 clusters Score -1926242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -1926242.125000 Penalty: 972.456787
	Iteration 26Q: 3 clusters Score -1926242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -1926243.625000 Penalty: 972.456787
	Iteration 27Q: 3 clusters Score -1926244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -1926240.375000 Penalty: 972.456787
	Iteration 28Q: 3 clusters Score -1926240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -1926238.750000 Penalty: 972.456787
	Iteration 29Q: 3 clusters Score -1926239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -1926239.000000 Penalty: 972.456787
	Iteration 30Q: 3 clusters Score -1926239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -1926237.250000 Penalty: 972.456787
	Iteration 31Q: 3 clusters Score -1926237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -1926239.125000 Penalty: 972.456787
	Iteration 32Q: 3 clusters Score -1926239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -1926239.000000 Penalty: 972.456787
	Iteration 33Q: 3 clusters Score -1926239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -1926238.875000 Penalty: 972.456787
	Iteration 34Q: 3 clusters Score -1926239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1926239.000000 Penalty: 972.456787
	Iteration 35Q: 3 clusters Score -1926239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1926239.000000 Penalty: 972.456787
	Iteration 36F: 3 clusters Score -1926239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Entering Unmasked Estep 
Score: -328924.000000 Penalty: 405.968842
	Iteration 0F: 2 clusters Score -328924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -323967.718750 Penalty: 811.937683
	Iteration 0F: 3 clusters Score -323967.7 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -326075.406250 Penalty: 811.937683
	Iteration 1F: 3 clusters Score -326075.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -326407.375000 Penalty: 811.937683
	Iteration 2F: 3 clusters Score -326407.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -326783.218750 Penalty: 811.937683
	Iteration 3F: 3 clusters Score -326783.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -327164.843750 Penalty: 811.937683
	Iteration 4F: 3 clusters Score -327164.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -327502.062500 Penalty: 811.937683
	Iteration 5F: 3 clusters Score -327502.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -327758.343750 Penalty: 811.937683
	Iteration 6Q: 3 clusters Score -327758.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -327934.593750 Penalty: 811.937683
	Iteration 7Q: 3 clusters Score -327934.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -328060.187500 Penalty: 811.937683
	Iteration 8Q: 3 clusters Score -328060.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -328139.781250 Penalty: 811.937683
	Iteration 9Q: 3 clusters Score -328139.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -328188.968750 Penalty: 811.937683
	Iteration 10Q: 3 clusters Score -328189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -328227.562500 Penalty: 811.937683
	Iteration 11Q: 3 clusters Score -328227.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -328261.687500 Penalty: 811.937683
	Iteration 12Q: 3 clusters Score -328261.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -328294.500000 Penalty: 811.937683
	Iteration 13Q: 3 clusters Score -328294.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -328327.812500 Penalty: 811.937683
	Iteration 14Q: 3 clusters Score -328327.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -328361.718750 Penalty: 811.937683
	Iteration 15Q: 3 clusters Score -328361.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -328392.531250 Penalty: 811.937683
	Iteration 16Q: 3 clusters Score -328392.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -328411.843750 Penalty: 811.937683
	Iteration 17Q: 3 clusters Score -328411.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -328432.312500 Penalty: 811.937683
	Iteration 18Q: 3 clusters Score -328432.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -328452.406250 Penalty: 811.937683
	Iteration 19Q: 3 clusters Score -328452.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -328463.906250 Penalty: 811.937683
	Iteration 20F: 3 clusters Score -328463.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -328476.687500 Penalty: 811.937683
	Iteration 21Q: 3 clusters Score -328476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -328487.187500 Penalty: 811.937683
	Iteration 22Q: 3 clusters Score -328487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -328492.718750 Penalty: 811.937683
	Iteration 23Q: 3 clusters Score -328492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -328497.281250 Penalty: 811.937683
	Iteration 24Q: 3 clusters Score -328497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -328501.062500 Penalty: 811.937683
	Iteration 25Q: 3 clusters Score -328501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -328506.187500 Penalty: 811.937683
	Iteration 26Q: 3 clusters Score -328506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -328509.125000 Penalty: 811.937683
	Iteration 27Q: 3 clusters Score -328509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -328513.718750 Penalty: 811.937683
	Iteration 28Q: 3 clusters Score -328513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -328519.625000 Penalty: 811.937683
	Iteration 29Q: 3 clusters Score -328519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -328522.406250 Penalty: 811.937683
	Iteration 30Q: 3 clusters Score -328522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -328524.593750 Penalty: 811.937683
	Iteration 31Q: 3 clusters Score -328524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -328526.156250 Penalty: 811.937683
	Iteration 32Q: 3 clusters Score -328526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -328527.656250 Penalty: 811.937683
	Iteration 33Q: 3 clusters Score -328527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -328528.375000 Penalty: 811.937683
	Iteration 34Q: 3 clusters Score -328528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -328531.875000 Penalty: 811.937683
	Iteration 35Q: 3 clusters Score -328531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -328531.906250 Penalty: 811.937683
	Iteration 36Q: 3 clusters Score -328531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -328533.375000 Penalty: 811.937683
	Iteration 37Q: 3 clusters Score -328533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -328533.375000 Penalty: 811.937683
	Iteration 38F: 3 clusters Score -328533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -3854.447510 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -3854.448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3657.196289 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -3657.196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3699.733887 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -3699.734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3704.040283 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -3704.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3705.275391 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -3705.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3707.207275 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -3707.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3712.299316 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -3712.299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3715.937012 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -3715.937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3715.937012 Penalty: 426.073944
	Iteration 7F: 3 clusters Score -3715.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -274811.937500 Penalty: 397.910431
	Iteration 0F: 2 clusters Score -274811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -270586.437500 Penalty: 795.820862
	Iteration 0F: 3 clusters Score -270586.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -272113.031250 Penalty: 795.820862
	Iteration 1F: 3 clusters Score -272113 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -272249.125000 Penalty: 795.820862
	Iteration 2F: 3 clusters Score -272249.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -272408.125000 Penalty: 795.820862
	Iteration 3F: 3 clusters Score -272408.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -272614.656250 Penalty: 795.820862
	Iteration 4F: 3 clusters Score -272614.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -272855.593750 Penalty: 795.820862
	Iteration 5F: 3 clusters Score -272855.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -273122.406250 Penalty: 795.820862
	Iteration 6F: 3 clusters Score -273122.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273418.906250 Penalty: 795.820862
	Iteration 7F: 3 clusters Score -273418.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -273678.625000 Penalty: 795.820862
	Iteration 8Q: 3 clusters Score -273678.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -273882.531250 Penalty: 795.820862
	Iteration 9Q: 3 clusters Score -273882.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -274021.468750 Penalty: 795.820862
	Iteration 10Q: 3 clusters Score -274021.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -274127.750000 Penalty: 795.820862
	Iteration 11Q: 3 clusters Score -274127.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -274202.250000 Penalty: 795.820862
	Iteration 12Q: 3 clusters Score -274202.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -274255.968750 Penalty: 795.820862
	Iteration 13Q: 3 clusters Score -274256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -274297.687500 Penalty: 795.820862
	Iteration 14Q: 3 clusters Score -274297.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -274335.875000 Penalty: 795.820862
	Iteration 15Q: 3 clusters Score -274335.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -274371.281250 Penalty: 795.820862
	Iteration 16Q: 3 clusters Score -274371.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -274394.656250 Penalty: 795.820862
	Iteration 17Q: 3 clusters Score -274394.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -274417.125000 Penalty: 795.820862
	Iteration 18Q: 3 clusters Score -274417.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -274433.656250 Penalty: 795.820862
	Iteration 19Q: 3 clusters Score -274433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -274441.218750 Penalty: 795.820862
	Iteration 20F: 3 clusters Score -274441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -274447.093750 Penalty: 795.820862
	Iteration 21Q: 3 clusters Score -274447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -274452.562500 Penalty: 795.820862
	Iteration 22Q: 3 clusters Score -274452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -274462.906250 Penalty: 795.820862
	Iteration 23Q: 3 clusters Score -274462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -274471.406250 Penalty: 795.820862
	Iteration 24Q: 3 clusters Score -274471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -274478.250000 Penalty: 795.820862
	Iteration 25Q: 3 clusters Score -274478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -274482.687500 Penalty: 795.820862
	Iteration 26Q: 3 clusters Score -274482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -274483.687500 Penalty: 795.820862
	Iteration 27Q: 3 clusters Score -274483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -274483.687500 Penalty: 795.820862
	Iteration 28F: 3 clusters Score -274483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Entering Unmasked Estep 
Score: -425182.593750 Penalty: 412.875031
	Iteration 0F: 2 clusters Score -425182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -419317.000000 Penalty: 825.750061
	Iteration 0F: 3 clusters Score -419317 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -421523.468750 Penalty: 825.750061
	Iteration 1F: 3 clusters Score -421523.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -421640.843750 Penalty: 825.750061
	Iteration 2Q: 3 clusters Score -421640.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -421799.125000 Penalty: 825.750061
	Iteration 3Q: 3 clusters Score -421799.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -422058.906250 Penalty: 825.750061
	Iteration 4F: 3 clusters Score -422058.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -422415.375000 Penalty: 825.750061
	Iteration 5F: 3 clusters Score -422415.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -422834.687500 Penalty: 825.750061
	Iteration 6F: 3 clusters Score -422834.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -423297.812500 Penalty: 825.750061
	Iteration 7F: 3 clusters Score -423297.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -423648.062500 Penalty: 825.750061
	Iteration 8Q: 3 clusters Score -423648.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -423860.593750 Penalty: 825.750061
	Iteration 9Q: 3 clusters Score -423860.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -423974.906250 Penalty: 825.750061
	Iteration 10Q: 3 clusters Score -423974.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -424060.937500 Penalty: 825.750061
	Iteration 11Q: 3 clusters Score -424060.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -424142.406250 Penalty: 825.750061
	Iteration 12Q: 3 clusters Score -424142.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -424221.875000 Penalty: 825.750061
	Iteration 13Q: 3 clusters Score -424221.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -424287.562500 Penalty: 825.750061
	Iteration 14Q: 3 clusters Score -424287.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -424331.031250 Penalty: 825.750061
	Iteration 15Q: 3 clusters Score -424331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -424370.968750 Penalty: 825.750061
	Iteration 16Q: 3 clusters Score -424371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -424403.000000 Penalty: 825.750061
	Iteration 17Q: 3 clusters Score -424403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -424431.562500 Penalty: 825.750061
	Iteration 18Q: 3 clusters Score -424431.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -424455.906250 Penalty: 825.750061
	Iteration 19Q: 3 clusters Score -424455.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -424481.437500 Penalty: 825.750061
	Iteration 20F: 3 clusters Score -424481.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -424507.187500 Penalty: 825.750061
	Iteration 21Q: 3 clusters Score -424507.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -424535.812500 Penalty: 825.750061
	Iteration 22Q: 3 clusters Score -424535.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -424551.718750 Penalty: 825.750061
	Iteration 23Q: 3 clusters Score -424551.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -424572.718750 Penalty: 825.750061
	Iteration 24Q: 3 clusters Score -424572.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -424585.250000 Penalty: 825.750061
	Iteration 25Q: 3 clusters Score -424585.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -424598.468750 Penalty: 825.750061
	Iteration 26Q: 3 clusters Score -424598.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -424609.968750 Penalty: 825.750061
	Iteration 27Q: 3 clusters Score -424610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -424618.906250 Penalty: 825.750061
	Iteration 28Q: 3 clusters Score -424618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -424624.250000 Penalty: 825.750061
	Iteration 29Q: 3 clusters Score -424624.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -424631.468750 Penalty: 825.750061
	Iteration 30Q: 3 clusters Score -424631.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -424639.593750 Penalty: 825.750061
	Iteration 31Q: 3 clusters Score -424639.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -424647.718750 Penalty: 825.750061
	Iteration 32Q: 3 clusters Score -424647.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -424655.343750 Penalty: 825.750061
	Iteration 33Q: 3 clusters Score -424655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -424661.781250 Penalty: 825.750061
	Iteration 34Q: 3 clusters Score -424661.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -424668.781250 Penalty: 825.750061
	Iteration 35Q: 3 clusters Score -424668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -424676.781250 Penalty: 825.750061
	Iteration 36Q: 3 clusters Score -424676.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -424683.843750 Penalty: 825.750061
	Iteration 37Q: 3 clusters Score -424683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -424688.312500 Penalty: 825.750061
	Iteration 38Q: 3 clusters Score -424688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -424692.093750 Penalty: 825.750061
	Iteration 39Q: 3 clusters Score -424692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -424694.687500 Penalty: 825.750061
	Iteration 40F: 3 clusters Score -424694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -424698.406250 Penalty: 825.750061
	Iteration 41Q: 3 clusters Score -424698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -424702.812500 Penalty: 825.750061
	Iteration 42Q: 3 clusters Score -424702.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -424707.968750 Penalty: 825.750061
	Iteration 43Q: 3 clusters Score -424708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -424713.187500 Penalty: 825.750061
	Iteration 44Q: 3 clusters Score -424713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -424718.375000 Penalty: 825.750061
	Iteration 45Q: 3 clusters Score -424718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -424725.531250 Penalty: 825.750061
	Iteration 46Q: 3 clusters Score -424725.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -424735.625000 Penalty: 825.750061
	Iteration 47Q: 3 clusters Score -424735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -424748.843750 Penalty: 825.750061
	Iteration 48Q: 3 clusters Score -424748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -424760.093750 Penalty: 825.750061
	Iteration 49Q: 3 clusters Score -424760.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -424768.500000 Penalty: 825.750061
	Iteration 50Q: 3 clusters Score -424768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -424776.218750 Penalty: 825.750061
	Iteration 51Q: 3 clusters Score -424776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -424783.156250 Penalty: 825.750061
	Iteration 52Q: 3 clusters Score -424783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -424787.156250 Penalty: 825.750061
	Iteration 53Q: 3 clusters Score -424787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -424788.750000 Penalty: 825.750061
	Iteration 54Q: 3 clusters Score -424788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -424789.437500 Penalty: 825.750061
	Iteration 55Q: 3 clusters Score -424789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -424790.656250 Penalty: 825.750061
	Iteration 56Q: 3 clusters Score -424790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -424791.000000 Penalty: 825.750061
	Iteration 57Q: 3 clusters Score -424791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -424791.437500 Penalty: 825.750061
	Iteration 58Q: 3 clusters Score -424791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -424791.593750 Penalty: 825.750061
	Iteration 59Q: 3 clusters Score -424791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -424792.000000 Penalty: 825.750061
	Iteration 60F: 3 clusters Score -424792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -424793.218750 Penalty: 825.750061
	Iteration 61Q: 3 clusters Score -424793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -424793.625000 Penalty: 825.750061
	Iteration 62Q: 3 clusters Score -424793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -424793.625000 Penalty: 825.750061
	Iteration 63F: 3 clusters Score -424793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Entering Unmasked Estep 
Score: -1557329.125000 Penalty: 476.382141
	Iteration 0F: 2 clusters Score -1557329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1533663.000000 Penalty: 952.764282
	Iteration 0F: 3 clusters Score -1533663 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1543686.375000 Penalty: 952.764282
	Iteration 1F: 3 clusters Score -1543686 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1543992.375000 Penalty: 952.764282
	Iteration 2Q: 3 clusters Score -1543992 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1544254.875000 Penalty: 952.764282
	Iteration 3Q: 3 clusters Score -1544255 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1544519.000000 Penalty: 952.764282
	Iteration 4Q: 3 clusters Score -1544519 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1544857.000000 Penalty: 952.764282
	Iteration 5Q: 3 clusters Score -1544857 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1545378.500000 Penalty: 952.764282
	Iteration 6Q: 3 clusters Score -1545378 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -1546227.625000 Penalty: 952.764282
	Iteration 7Q: 3 clusters Score -1546228 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1547567.875000 Penalty: 952.764282
	Iteration 8Q: 3 clusters Score -1547568 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -1549279.875000 Penalty: 952.764282
	Iteration 9F: 3 clusters Score -1549280 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -1550574.750000 Penalty: 952.764282
	Iteration 10F: 3 clusters Score -1550575 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -1551090.250000 Penalty: 952.764282
	Iteration 11Q: 3 clusters Score -1551090 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -1551317.125000 Penalty: 952.764282
	Iteration 12Q: 3 clusters Score -1551317 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -1551504.875000 Penalty: 952.764282
	Iteration 13Q: 3 clusters Score -1551505 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -1551685.000000 Penalty: 952.764282
	Iteration 14Q: 3 clusters Score -1551685 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -1551894.625000 Penalty: 952.764282
	Iteration 15Q: 3 clusters Score -1551895 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -1552114.875000 Penalty: 952.764282
	Iteration 16Q: 3 clusters Score -1552115 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -1552366.500000 Penalty: 952.764282
	Iteration 17Q: 3 clusters Score -1552366 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -1552665.750000 Penalty: 952.764282
	Iteration 18Q: 3 clusters Score -1552666 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -1553004.250000 Penalty: 952.764282
	Iteration 19Q: 3 clusters Score -1553004 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -1553360.750000 Penalty: 952.764282
	Iteration 20F: 3 clusters Score -1553361 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -1553762.750000 Penalty: 952.764282
	Iteration 21Q: 3 clusters Score -1553763 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -1554199.625000 Penalty: 952.764282
	Iteration 22Q: 3 clusters Score -1554200 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -1554686.000000 Penalty: 952.764282
	Iteration 23Q: 3 clusters Score -1554686 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -1555164.125000 Penalty: 952.764282
	Iteration 24Q: 3 clusters Score -1555164 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -1555599.000000 Penalty: 952.764282
	Iteration 25Q: 3 clusters Score -1555599 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -1555946.625000 Penalty: 952.764282
	Iteration 26Q: 3 clusters Score -1555947 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -1556253.125000 Penalty: 952.764282
	Iteration 27Q: 3 clusters Score -1556253 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -1556514.750000 Penalty: 952.764282
	Iteration 28Q: 3 clusters Score -1556515 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -1556703.500000 Penalty: 952.764282
	Iteration 29Q: 3 clusters Score -1556704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -1556815.125000 Penalty: 952.764282
	Iteration 30Q: 3 clusters Score -1556815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -1556866.500000 Penalty: 952.764282
	Iteration 31Q: 3 clusters Score -1556866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -1556891.625000 Penalty: 952.764282
	Iteration 32Q: 3 clusters Score -1556892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -1556898.875000 Penalty: 952.764282
	Iteration 33Q: 3 clusters Score -1556899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -1556905.000000 Penalty: 952.764282
	Iteration 34Q: 3 clusters Score -1556905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -1556906.500000 Penalty: 952.764282
	Iteration 35Q: 3 clusters Score -1556906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -1556906.500000 Penalty: 952.764282
	Iteration 36F: 3 clusters Score -1556906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (91049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Entering Unmasked Estep 
Score: -4046861.000000 Penalty: 519.571472
	Iteration 0F: 2 clusters Score -4046861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -3985238.500000 Penalty: 1039.142944
	Iteration 0F: 3 clusters Score -3985238 nChanged 44469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -4011787.250000 Penalty: 1039.142944
	Iteration 1F: 3 clusters Score -4011787 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -4012359.750000 Penalty: 1039.142944
	Iteration 2Q: 3 clusters Score -4012360 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -4013399.500000 Penalty: 1039.142944
	Iteration 3Q: 3 clusters Score -4013400 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -4015254.750000 Penalty: 1039.142944
	Iteration 4Q: 3 clusters Score -4015255 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -4018975.000000 Penalty: 1039.142944
	Iteration 5F: 3 clusters Score -4018975 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -4025386.000000 Penalty: 1039.142944
	Iteration 6F: 3 clusters Score -4025386 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -4033670.000000 Penalty: 1039.142944
	Iteration 7F: 3 clusters Score -4033670 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -4040750.000000 Penalty: 1039.142944
	Iteration 8F: 3 clusters Score -4040750 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -4044349.250000 Penalty: 1039.142944
	Iteration 9Q: 3 clusters Score -4044349 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -4045743.000000 Penalty: 1039.142944
	Iteration 10Q: 3 clusters Score -4045743 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -4046191.000000 Penalty: 1039.142944
	Iteration 11Q: 3 clusters Score -4046191 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -4046313.500000 Penalty: 1039.142944
	Iteration 12Q: 3 clusters Score -4046314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -4046367.500000 Penalty: 1039.142944
	Iteration 13Q: 3 clusters Score -4046368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -4046395.250000 Penalty: 1039.142944
	Iteration 14Q: 3 clusters Score -4046395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -4046411.750000 Penalty: 1039.142944
	Iteration 15Q: 3 clusters Score -4046412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -4046414.500000 Penalty: 1039.142944
	Iteration 16Q: 3 clusters Score -4046414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -4046415.000000 Penalty: 1039.142944
	Iteration 17Q: 3 clusters Score -4046415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -4046417.000000 Penalty: 1039.142944
	Iteration 18Q: 3 clusters Score -4046417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -4046417.000000 Penalty: 1039.142944
	Iteration 19F: 3 clusters Score -4046417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -484895.875000 Penalty: 423.847534
	Iteration 0F: 2 clusters Score -484895.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -477537.718750 Penalty: 847.695068
	Iteration 0F: 3 clusters Score -477537.7 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -480430.093750 Penalty: 847.695068
	Iteration 1F: 3 clusters Score -480430.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -480619.156250 Penalty: 847.695068
	Iteration 2Q: 3 clusters Score -480619.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -480879.718750 Penalty: 847.695068
	Iteration 3F: 3 clusters Score -480879.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -481264.000000 Penalty: 847.695068
	Iteration 4F: 3 clusters Score -481264 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -481791.781250 Penalty: 847.695068
	Iteration 5F: 3 clusters Score -481791.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -482340.875000 Penalty: 847.695068
	Iteration 6F: 3 clusters Score -482340.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -482794.156250 Penalty: 847.695068
	Iteration 7F: 3 clusters Score -482794.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -483111.500000 Penalty: 847.695068
	Iteration 8Q: 3 clusters Score -483111.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -483328.750000 Penalty: 847.695068
	Iteration 9Q: 3 clusters Score -483328.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -483479.500000 Penalty: 847.695068
	Iteration 10Q: 3 clusters Score -483479.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -483625.906250 Penalty: 847.695068
	Iteration 11Q: 3 clusters Score -483625.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -483771.500000 Penalty: 847.695068
	Iteration 12Q: 3 clusters Score -483771.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -483922.687500 Penalty: 847.695068
	Iteration 13Q: 3 clusters Score -483922.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -484059.812500 Penalty: 847.695068
	Iteration 14Q: 3 clusters Score -484059.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -484170.531250 Penalty: 847.695068
	Iteration 15Q: 3 clusters Score -484170.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -484254.031250 Penalty: 847.695068
	Iteration 16Q: 3 clusters Score -484254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -484317.750000 Penalty: 847.695068
	Iteration 17Q: 3 clusters Score -484317.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -484366.281250 Penalty: 847.695068
	Iteration 18Q: 3 clusters Score -484366.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -484403.875000 Penalty: 847.695068
	Iteration 19Q: 3 clusters Score -484403.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -484456.906250 Penalty: 847.695068
	Iteration 20F: 3 clusters Score -484456.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -484491.750000 Penalty: 847.695068
	Iteration 21Q: 3 clusters Score -484491.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -484509.812500 Penalty: 847.695068
	Iteration 22Q: 3 clusters Score -484509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -484522.000000 Penalty: 847.695068
	Iteration 23Q: 3 clusters Score -484522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -484532.218750 Penalty: 847.695068
	Iteration 24Q: 3 clusters Score -484532.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -484538.343750 Penalty: 847.695068
	Iteration 25Q: 3 clusters Score -484538.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -484543.625000 Penalty: 847.695068
	Iteration 26Q: 3 clusters Score -484543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -484546.781250 Penalty: 847.695068
	Iteration 27Q: 3 clusters Score -484546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -484549.343750 Penalty: 847.695068
	Iteration 28Q: 3 clusters Score -484549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -484550.093750 Penalty: 847.695068
	Iteration 29Q: 3 clusters Score -484550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -484551.187500 Penalty: 847.695068
	Iteration 30Q: 3 clusters Score -484551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -484551.125000 Penalty: 847.695068
	Iteration 31Q: 3 clusters Score -484551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -484551.093750 Penalty: 847.695068
	Iteration 32Q: 3 clusters Score -484551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -484551.093750 Penalty: 847.695068
	Iteration 33F: 3 clusters Score -484551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (209387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Entering Unmasked Estep 
Score: -9157791.000000 Penalty: 557.463257
	Iteration 0F: 2 clusters Score -9157791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -9015626.000000 Penalty: 1114.926514
	Iteration 0F: 3 clusters Score -9015626 nChanged 103222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -9080403.000000 Penalty: 1114.926514
	Iteration 1F: 3 clusters Score -9080403 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -9084234.000000 Penalty: 1114.926514
	Iteration 2Q: 3 clusters Score -9084234 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 132948 members 
Entering Unmasked Estep 
Score: -9090862.000000 Penalty: 1114.926514
	Iteration 3F: 3 clusters Score -9090862 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -9101339.000000 Penalty: 1114.926514
	Iteration 4F: 3 clusters Score -9101339 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -9114561.000000 Penalty: 1114.926514
	Iteration 5F: 3 clusters Score -9114561 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -9127283.000000 Penalty: 1114.926514
	Iteration 6F: 3 clusters Score -9127283 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -9136521.000000 Penalty: 1114.926514
	Iteration 7Q: 3 clusters Score -9136521 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 191234 members 
Entering Unmasked Estep 
Score: -9142583.000000 Penalty: 1114.926514
	Iteration 8Q: 3 clusters Score -9142583 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 196595 members 
Entering Unmasked Estep 
Score: -9147011.000000 Penalty: 1114.926514
	Iteration 9Q: 3 clusters Score -9147011 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 200650 members 
Entering Unmasked Estep 
Score: -9150320.000000 Penalty: 1114.926514
	Iteration 10Q: 3 clusters Score -9150320 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 203644 members 
Entering Unmasked Estep 
Score: -9152825.000000 Penalty: 1114.926514
	Iteration 11Q: 3 clusters Score -9152825 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 205849 members 
Entering Unmasked Estep 
Score: -9154633.000000 Penalty: 1114.926514
	Iteration 12Q: 3 clusters Score -9154633 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 207294 members 
Entering Unmasked Estep 
Score: -9155801.000000 Penalty: 1114.926514
	Iteration 13Q: 3 clusters Score -9155801 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 208194 members 
Entering Unmasked Estep 
Score: -9156514.000000 Penalty: 1114.926514
	Iteration 14Q: 3 clusters Score -9156514 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 208725 members 
Entering Unmasked Estep 
Score: -9156907.000000 Penalty: 1114.926514
	Iteration 15Q: 3 clusters Score -9156907 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 208995 members 
Entering Unmasked Estep 
Score: -9157072.000000 Penalty: 1114.926514
	Iteration 16Q: 3 clusters Score -9157072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 209122 members 
Entering Unmasked Estep 
Score: -9157138.000000 Penalty: 1114.926514
	Iteration 17Q: 3 clusters Score -9157138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209209 members 
Entering Unmasked Estep 
Score: -9157206.000000 Penalty: 1114.926514
	Iteration 18Q: 3 clusters Score -9157206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209248 members 
Entering Unmasked Estep 
Score: -9157244.000000 Penalty: 1114.926514
	Iteration 19Q: 3 clusters Score -9157244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -9157255.000000 Penalty: 1114.926514
	Iteration 20F: 3 clusters Score -9157255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 209279 members 
Entering Unmasked Estep 
Score: -9157268.000000 Penalty: 1114.926514
	Iteration 21Q: 3 clusters Score -9157268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 209285 members 
Entering Unmasked Estep 
Score: -9157283.000000 Penalty: 1114.926514
	Iteration 22Q: 3 clusters Score -9157283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 209292 members 
Entering Unmasked Estep 
Score: -9157297.000000 Penalty: 1114.926514
	Iteration 23Q: 3 clusters Score -9157297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 209298 members 
Entering Unmasked Estep 
Score: -9157302.000000 Penalty: 1114.926514
	Iteration 24Q: 3 clusters Score -9157302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 209304 members 
Entering Unmasked Estep 
Score: -9157308.000000 Penalty: 1114.926514
	Iteration 25Q: 3 clusters Score -9157308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 209306 members 
Entering Unmasked Estep 
Score: -9157313.000000 Penalty: 1114.926514
	Iteration 26Q: 3 clusters Score -9157313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 209306 members 
Entering Unmasked Estep 
Score: -9157318.000000 Penalty: 1114.926514
	Iteration 27Q: 3 clusters Score -9157318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -9157317.000000 Penalty: 1114.926514
	Iteration 28Q: 3 clusters Score -9157317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -9157317.000000 Penalty: 1114.926514
	Iteration 29F: 3 clusters Score -9157317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -24551.976562 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -24551.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24021.867188 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -24021.87 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24169.693359 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -24169.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24196.576172 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -24196.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24207.388672 Penalty: 576.972717
	Iteration 3Q: 3 clusters Score -24207.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24216.199219 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -24216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24223.162109 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -24223.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24228.632812 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -24228.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24234.892578 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -24234.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24239.130859 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -24239.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24243.271484 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -24243.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24245.763672 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -24245.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24252.251953 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -24252.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24256.888672 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -24256.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24262.140625 Penalty: 576.972717
	Iteration 13Q: 3 clusters Score -24262.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24263.193359 Penalty: 576.972717
	Iteration 14Q: 3 clusters Score -24263.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24264.302734 Penalty: 576.972717
	Iteration 15Q: 3 clusters Score -24264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24264.496094 Penalty: 576.972717
	Iteration 16Q: 3 clusters Score -24264.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24264.496094 Penalty: 576.972717
	Iteration 17F: 3 clusters Score -24264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -45520.312500 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -45520.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44661.339844 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -44661.34 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -44938.417969 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -44938.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -44971.875000 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -44971.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45018.949219 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -45018.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45079.199219 Penalty: 636.113342
	Iteration 4F: 3 clusters Score -45079.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45127.945312 Penalty: 636.113342
	Iteration 5F: 3 clusters Score -45127.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45179.757812 Penalty: 636.113342
	Iteration 6F: 3 clusters Score -45179.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45234.695312 Penalty: 636.113342
	Iteration 7F: 3 clusters Score -45234.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45297.394531 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -45297.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45329.007812 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -45329.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45350.355469 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -45350.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45364.960938 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -45364.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45373.746094 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -45373.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45378.406250 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -45378.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45379.785156 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -45379.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45380.476562 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -45380.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45384.363281 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -45384.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45384.812500 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -45384.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45386.304688 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -45386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45388.925781 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -45388.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45389.054688 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -45389.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -215248.359375 Penalty: 387.577759
	Iteration 0F: 2 clusters Score -215248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -211902.953125 Penalty: 775.155518
	Iteration 0F: 3 clusters Score -211903 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -213204.656250 Penalty: 775.155518
	Iteration 1F: 3 clusters Score -213204.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -213386.703125 Penalty: 775.155518
	Iteration 2F: 3 clusters Score -213386.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -213590.296875 Penalty: 775.155518
	Iteration 3F: 3 clusters Score -213590.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -213827.953125 Penalty: 775.155518
	Iteration 4F: 3 clusters Score -213828 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -214113.656250 Penalty: 775.155518
	Iteration 5F: 3 clusters Score -214113.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -214365.062500 Penalty: 775.155518
	Iteration 6F: 3 clusters Score -214365.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -214513.937500 Penalty: 775.155518
	Iteration 7Q: 3 clusters Score -214513.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -214625.578125 Penalty: 775.155518
	Iteration 8Q: 3 clusters Score -214625.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -214706.546875 Penalty: 775.155518
	Iteration 9Q: 3 clusters Score -214706.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -214753.015625 Penalty: 775.155518
	Iteration 10Q: 3 clusters Score -214753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -214788.218750 Penalty: 775.155518
	Iteration 11Q: 3 clusters Score -214788.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -214822.781250 Penalty: 775.155518
	Iteration 12Q: 3 clusters Score -214822.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -214840.515625 Penalty: 775.155518
	Iteration 13Q: 3 clusters Score -214840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -214861.359375 Penalty: 775.155518
	Iteration 14Q: 3 clusters Score -214861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -214874.625000 Penalty: 775.155518
	Iteration 15Q: 3 clusters Score -214874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -214883.281250 Penalty: 775.155518
	Iteration 16Q: 3 clusters Score -214883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -214887.921875 Penalty: 775.155518
	Iteration 17Q: 3 clusters Score -214887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -214893.218750 Penalty: 775.155518
	Iteration 18Q: 3 clusters Score -214893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -214899.656250 Penalty: 775.155518
	Iteration 19Q: 3 clusters Score -214899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -214909.609375 Penalty: 775.155518
	Iteration 20F: 3 clusters Score -214909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -214911.359375 Penalty: 775.155518
	Iteration 21Q: 3 clusters Score -214911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -214917.046875 Penalty: 775.155518
	Iteration 22Q: 3 clusters Score -214917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -214919.750000 Penalty: 775.155518
	Iteration 23Q: 3 clusters Score -214919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -214921.484375 Penalty: 775.155518
	Iteration 24Q: 3 clusters Score -214921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -214922.390625 Penalty: 775.155518
	Iteration 25Q: 3 clusters Score -214922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -214922.390625 Penalty: 775.155518
	Iteration 26F: 3 clusters Score -214922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (230850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230850 members 
Entering Unmasked Estep 
Score: -10281793.000000 Penalty: 561.903320
	Iteration 0F: 2 clusters Score -1.028179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -10124888.000000 Penalty: 1123.806641
	Iteration 0F: 3 clusters Score -1.012489e+07 nChanged 113582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -10193538.000000 Penalty: 1123.806641
	Iteration 1F: 3 clusters Score -1.019354e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99013 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -10196269.000000 Penalty: 1123.806641
	Iteration 2Q: 3 clusters Score -1.019627e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -10201634.000000 Penalty: 1123.806641
	Iteration 3F: 3 clusters Score -1.020163e+07 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -10211918.000000 Penalty: 1123.806641
	Iteration 4F: 3 clusters Score -1.021192e+07 nChanged 20842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -10229229.000000 Penalty: 1123.806641
	Iteration 5F: 3 clusters Score -1.022923e+07 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -10250849.000000 Penalty: 1123.806641
	Iteration 6F: 3 clusters Score -1.025085e+07 nChanged 16584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 217689 members 
Entering Unmasked Estep 
Score: -10268287.000000 Penalty: 1123.806641
	Iteration 7F: 3 clusters Score -1.026829e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 226471 members 
Entering Unmasked Estep 
Score: -10277163.000000 Penalty: 1123.806641
	Iteration 8Q: 3 clusters Score -1.027716e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 229636 members 
Entering Unmasked Estep 
Score: -10280143.000000 Penalty: 1123.806641
	Iteration 9Q: 3 clusters Score -1.028014e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 230487 members 
Entering Unmasked Estep 
Score: -10280970.000000 Penalty: 1123.806641
	Iteration 10Q: 3 clusters Score -1.028097e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 230707 members 
Entering Unmasked Estep 
Score: -10281177.000000 Penalty: 1123.806641
	Iteration 11Q: 3 clusters Score -1.028118e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 230760 members 
Entering Unmasked Estep 
Score: -10281239.000000 Penalty: 1123.806641
	Iteration 12Q: 3 clusters Score -1.028124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 230771 members 
Entering Unmasked Estep 
Score: -10281246.000000 Penalty: 1123.806641
	Iteration 13Q: 3 clusters Score -1.028125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 230777 members 
Entering Unmasked Estep 
Score: -10281257.000000 Penalty: 1123.806641
	Iteration 14Q: 3 clusters Score -1.028126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 230781 members 
Entering Unmasked Estep 
Score: -10281265.000000 Penalty: 1123.806641
	Iteration 15Q: 3 clusters Score -1.028126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 230779 members 
Entering Unmasked Estep 
Score: -10281278.000000 Penalty: 1123.806641
	Iteration 16Q: 3 clusters Score -1.028128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 230782 members 
Entering Unmasked Estep 
Score: -10281277.000000 Penalty: 1123.806641
	Iteration 17Q: 3 clusters Score -1.028128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 230782 members 
Entering Unmasked Estep 
Score: -10281280.000000 Penalty: 1123.806641
	Iteration 18Q: 3 clusters Score -1.028128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 230782 members 
Entering Unmasked Estep 
Score: -10281280.000000 Penalty: 1123.806641
	Iteration 19F: 3 clusters Score -1.028128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 356668 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 25514 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 22585 members 
Mstep: Class 9 contains 15236 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 43754 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 35240 members 
Mstep: Class 17 contains 91049 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 209387 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5005 members 
Mstep: Class 23 contains 230850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926124.000000 Penalty: 14572.699219
Iteration 279Q: 24 clusters Score -4.692612e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 356254 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 25523 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 15181 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 43781 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6294 members 
Mstep: Class 15 contains 8664 members 
Mstep: Class 16 contains 35455 members 
Mstep: Class 17 contains 91497 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 209850 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 230313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926288.000000 Penalty: 14572.699219
Iteration 280F: 24 clusters Score -4.692629e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1616 members 
Mstep: Class 3 contains 355927 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 25533 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 15132 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 43810 members 
Mstep: Class 12 contains 7439 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6309 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 16 contains 35664 members 
Mstep: Class 17 contains 91898 members 
Mstep: Class 18 contains 11077 members 
Mstep: Class 19 contains 210255 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 229773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926448.000000 Penalty: 14572.699219
Iteration 281Q: 24 clusters Score -4.692645e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 355536 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 25545 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 15101 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 7420 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6323 members 
Mstep: Class 15 contains 8475 members 
Mstep: Class 16 contains 35838 members 
Mstep: Class 17 contains 92306 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 210702 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 229257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926728.000000 Penalty: 14572.699219
Iteration 282Q: 24 clusters Score -4.692673e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 355203 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 25547 members 
Mstep: Class 7 contains 755 members 
Mstep: Class 8 contains 22545 members 
Mstep: Class 9 contains 15073 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 43882 members 
Mstep: Class 12 contains 7396 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6338 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 36008 members 
Mstep: Class 17 contains 92678 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 211108 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 228769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926944.000000 Penalty: 14572.699219
Iteration 283Q: 24 clusters Score -4.692694e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 354928 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 25550 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 22532 members 
Mstep: Class 9 contains 15047 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 43922 members 
Mstep: Class 12 contains 7374 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 6360 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 36190 members 
Mstep: Class 17 contains 93063 members 
Mstep: Class 18 contains 11040 members 
Mstep: Class 19 contains 211429 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 228267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927216.000000 Penalty: 14572.699219
Iteration 284Q: 24 clusters Score -4.692722e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 354666 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 25549 members 
Mstep: Class 7 contains 748 members 
Mstep: Class 8 contains 22526 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 43965 members 
Mstep: Class 12 contains 7359 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6383 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 36376 members 
Mstep: Class 17 contains 93465 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 19 contains 211718 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 227746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927352.000000 Penalty: 14572.699219
Iteration 285Q: 24 clusters Score -4.692735e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 3 contains 354455 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 25537 members 
Mstep: Class 7 contains 744 members 
Mstep: Class 8 contains 22520 members 
Mstep: Class 9 contains 14987 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44012 members 
Mstep: Class 12 contains 7343 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 36553 members 
Mstep: Class 17 contains 93878 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 211970 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 227213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927544.000000 Penalty: 14572.699219
Iteration 286Q: 24 clusters Score -4.692754e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 354174 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 25533 members 
Mstep: Class 7 contains 742 members 
Mstep: Class 8 contains 22521 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44050 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6405 members 
Mstep: Class 15 contains 8106 members 
Mstep: Class 16 contains 36704 members 
Mstep: Class 17 contains 94285 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 19 contains 212283 members 
Mstep: Class 20 contains 573 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 226726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927696.000000 Penalty: 14572.699219
Iteration 287Q: 24 clusters Score -4.69277e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 353891 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 25531 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 22522 members 
Mstep: Class 9 contains 14953 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44080 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6417 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 36853 members 
Mstep: Class 17 contains 94686 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 212591 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 226223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928028.000000 Penalty: 14572.699219
Iteration 288Q: 24 clusters Score -4.692803e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 353673 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 22518 members 
Mstep: Class 9 contains 14941 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44109 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6431 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 36998 members 
Mstep: Class 17 contains 95075 members 
Mstep: Class 18 contains 11012 members 
Mstep: Class 19 contains 212889 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 225722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928236.000000 Penalty: 14572.699219
Iteration 289Q: 24 clusters Score -4.692824e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1594 members 
Mstep: Class 3 contains 353495 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 22512 members 
Mstep: Class 9 contains 14924 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44146 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 37149 members 
Mstep: Class 17 contains 95446 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 213169 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 225186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928356.000000 Penalty: 14572.699219
Iteration 290Q: 24 clusters Score -4.692836e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 353285 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 25528 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 22499 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44181 members 
Mstep: Class 12 contains 7239 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6467 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 37295 members 
Mstep: Class 17 contains 95799 members 
Mstep: Class 18 contains 10999 members 
Mstep: Class 19 contains 213489 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 224666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928264.000000 Penalty: 14572.699219
Iteration 291Q: 24 clusters Score -4.692826e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 353064 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 25528 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 22484 members 
Mstep: Class 9 contains 14898 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44213 members 
Mstep: Class 12 contains 7213 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6473 members 
Mstep: Class 15 contains 7787 members 
Mstep: Class 16 contains 37435 members 
Mstep: Class 17 contains 96144 members 
Mstep: Class 18 contains 10987 members 
Mstep: Class 19 contains 213807 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 5015 members 
Mstep: Class 23 contains 224199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928412.000000 Penalty: 14572.699219
Iteration 292Q: 24 clusters Score -4.692841e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 352813 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 698 members 
Mstep: Class 8 contains 22477 members 
Mstep: Class 9 contains 14890 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 7717 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 96528 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 19 contains 214112 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 223740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928500.000000 Penalty: 14572.699219
Iteration 293Q: 24 clusters Score -4.69285e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 352586 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 25525 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 22470 members 
Mstep: Class 9 contains 14880 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6482 members 
Mstep: Class 15 contains 7634 members 
Mstep: Class 16 contains 37709 members 
Mstep: Class 17 contains 96908 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 214423 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 223234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928520.000000 Penalty: 14572.699219
Iteration 294Q: 24 clusters Score -4.692852e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 352321 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6486 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 37844 members 
Mstep: Class 17 contains 97321 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 214764 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 222722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928712.000000 Penalty: 14572.699219
Iteration 295Q: 24 clusters Score -4.692871e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1573 members 
Mstep: Class 3 contains 352035 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25526 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 22464 members 
Mstep: Class 9 contains 14819 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44355 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6491 members 
Mstep: Class 15 contains 7434 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 97752 members 
Mstep: Class 18 contains 10963 members 
Mstep: Class 19 contains 215159 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 222186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928872.000000 Penalty: 14572.699219
Iteration 296Q: 24 clusters Score -4.692887e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 351759 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 25522 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 14784 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44392 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6500 members 
Mstep: Class 15 contains 7308 members 
Mstep: Class 16 contains 38136 members 
Mstep: Class 17 contains 98217 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 215515 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5021 members 
Mstep: Class 23 contains 221649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929132.000000 Penalty: 14572.699219
Iteration 297Q: 24 clusters Score -4.692913e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 351491 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 25522 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 22427 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 44422 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 7177 members 
Mstep: Class 16 contains 38301 members 
Mstep: Class 17 contains 98666 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 19 contains 215830 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5022 members 
Mstep: Class 23 contains 221168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929368.000000 Penalty: 14572.699219
Iteration 298Q: 24 clusters Score -4.692937e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1561 members 
Mstep: Class 3 contains 351243 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 25517 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 14728 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44459 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6507 members 
Mstep: Class 15 contains 7047 members 
Mstep: Class 16 contains 38485 members 
Mstep: Class 17 contains 99109 members 
Mstep: Class 18 contains 10962 members 
Mstep: Class 19 contains 216095 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5022 members 
Mstep: Class 23 contains 220680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929380.000000 Penalty: 14572.699219
Iteration 299Q: 24 clusters Score -4.692938e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 351002 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 25512 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 22405 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 44489 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6513 members 
Mstep: Class 15 contains 6928 members 
Mstep: Class 16 contains 38670 members 
Mstep: Class 17 contains 99544 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 216389 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 5022 members 
Mstep: Class 23 contains 220160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929600.000000 Penalty: 14572.699219
Iteration 300F: 24 clusters Score -4.69296e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 350701 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25503 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 44511 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6521 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 38851 members 
Mstep: Class 17 contains 99987 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 216702 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 219693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929672.000000 Penalty: 14572.699219
Iteration 301Q: 24 clusters Score -4.692967e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 350401 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 22386 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 44522 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6532 members 
Mstep: Class 15 contains 6691 members 
Mstep: Class 16 contains 39019 members 
Mstep: Class 17 contains 100448 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 217040 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 5029 members 
Mstep: Class 23 contains 219189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930036.000000 Penalty: 14572.699219
Iteration 302Q: 24 clusters Score -4.693004e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 350058 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 25489 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 22385 members 
Mstep: Class 9 contains 14592 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 44536 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 6587 members 
Mstep: Class 16 contains 39166 members 
Mstep: Class 17 contains 100885 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 217441 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5036 members 
Mstep: Class 23 contains 218691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930272.000000 Penalty: 14572.699219
Iteration 303Q: 24 clusters Score -4.693027e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 349760 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 22382 members 
Mstep: Class 9 contains 14563 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 44548 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 6485 members 
Mstep: Class 16 contains 39295 members 
Mstep: Class 17 contains 101308 members 
Mstep: Class 18 contains 10955 members 
Mstep: Class 19 contains 217850 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 218191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930200.000000 Penalty: 14572.699219
Iteration 304Q: 24 clusters Score -4.69302e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 349430 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 25480 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 22374 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 1213 members 
Mstep: Class 11 contains 44563 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 39413 members 
Mstep: Class 17 contains 101735 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 19 contains 218276 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 217684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930400.000000 Penalty: 14572.699219
Iteration 305Q: 24 clusters Score -4.69304e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 349165 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 25474 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 14525 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 44578 members 
Mstep: Class 12 contains 6947 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6573 members 
Mstep: Class 15 contains 6258 members 
Mstep: Class 16 contains 39526 members 
Mstep: Class 17 contains 102142 members 
Mstep: Class 18 contains 10945 members 
Mstep: Class 19 contains 218688 members 
Mstep: Class 20 contains 566 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 5064 members 
Mstep: Class 23 contains 217156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930512.000000 Penalty: 14572.699219
Iteration 306Q: 24 clusters Score -4.693051e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 348881 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 22380 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 1213 members 
Mstep: Class 11 contains 44595 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 16 contains 39648 members 
Mstep: Class 17 contains 102532 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 19 contains 219100 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 5069 members 
Mstep: Class 23 contains 216637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930500.000000 Penalty: 14572.699219
Iteration 307Q: 24 clusters Score -4.69305e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 348538 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 25469 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 22383 members 
Mstep: Class 9 contains 14466 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 44619 members 
Mstep: Class 12 contains 6899 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 39760 members 
Mstep: Class 17 contains 102924 members 
Mstep: Class 18 contains 10950 members 
Mstep: Class 19 contains 219554 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5073 members 
Mstep: Class 23 contains 216115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930724.000000 Penalty: 14572.699219
Iteration 308Q: 24 clusters Score -4.693072e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 348225 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 25465 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 22379 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 44642 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 5988 members 
Mstep: Class 16 contains 39870 members 
Mstep: Class 17 contains 103321 members 
Mstep: Class 18 contains 10941 members 
Mstep: Class 19 contains 220014 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5082 members 
Mstep: Class 23 contains 215573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930860.000000 Penalty: 14572.699219
Iteration 309Q: 24 clusters Score -4.693086e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 347848 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 25463 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 22383 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 44662 members 
Mstep: Class 12 contains 6859 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6612 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 39972 members 
Mstep: Class 17 contains 103719 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 220507 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 215041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930924.000000 Penalty: 14572.699219
Iteration 310Q: 24 clusters Score -4.693092e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 347498 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 25466 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 44686 members 
Mstep: Class 12 contains 6843 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 40078 members 
Mstep: Class 17 contains 104097 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 220983 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5097 members 
Mstep: Class 23 contains 214517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931148.000000 Penalty: 14572.699219
Iteration 311Q: 24 clusters Score -4.693115e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 347114 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 14380 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 44699 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 40182 members 
Mstep: Class 17 contains 104496 members 
Mstep: Class 18 contains 10911 members 
Mstep: Class 19 contains 221463 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 5105 members 
Mstep: Class 23 contains 214020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931424.000000 Penalty: 14572.699219
Iteration 312Q: 24 clusters Score -4.693142e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 346719 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25466 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 8 contains 22389 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 44721 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6657 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 40284 members 
Mstep: Class 17 contains 104884 members 
Mstep: Class 18 contains 10891 members 
Mstep: Class 19 contains 221949 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 213534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931612.000000 Penalty: 14572.699219
Iteration 313Q: 24 clusters Score -4.693161e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 346327 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 25463 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 14359 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 44749 members 
Mstep: Class 12 contains 6806 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6670 members 
Mstep: Class 15 contains 5537 members 
Mstep: Class 16 contains 40396 members 
Mstep: Class 17 contains 105270 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 222434 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 213039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931524.000000 Penalty: 14572.699219
Iteration 314Q: 24 clusters Score -4.693152e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 345857 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 25462 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 1210 members 
Mstep: Class 11 contains 44775 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6687 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 40528 members 
Mstep: Class 17 contains 105584 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 222943 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 212638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931588.000000 Penalty: 14572.699219
Iteration 315Q: 24 clusters Score -4.693159e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 345430 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 25457 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 8 contains 22404 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 44816 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 40658 members 
Mstep: Class 17 contains 105902 members 
Mstep: Class 18 contains 10818 members 
Mstep: Class 19 contains 223420 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 5164 members 
Mstep: Class 23 contains 212216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932020.000000 Penalty: 14572.699219
Iteration 316Q: 24 clusters Score -4.693202e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 344994 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 25453 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 44841 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6722 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 40807 members 
Mstep: Class 17 contains 106227 members 
Mstep: Class 18 contains 10793 members 
Mstep: Class 19 contains 223904 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 211817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932208.000000 Penalty: 14572.699219
Iteration 317Q: 24 clusters Score -4.693221e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 344596 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 22379 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6731 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 40961 members 
Mstep: Class 17 contains 106591 members 
Mstep: Class 18 contains 10759 members 
Mstep: Class 19 contains 224332 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 211391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932284.000000 Penalty: 14572.699219
Iteration 318Q: 24 clusters Score -4.693228e+07 nChanged 1634
Entering ConstructFrom: 
Score: -46932284.000000 Penalty: 14572.699219
Entering ConstructFrom: 
Trying to split cluster 1 (40482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Entering Unmasked Estep 
Score: -1642591.125000 Penalty: 482.691895
	Iteration 0F: 2 clusters Score -1642591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1615498.875000 Penalty: 965.383789
	Iteration 0F: 3 clusters Score -1615499 nChanged 19551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1628373.000000 Penalty: 965.383789
	Iteration 1F: 3 clusters Score -1628373 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1629427.500000 Penalty: 965.383789
	Iteration 2F: 3 clusters Score -1629428 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1630660.000000 Penalty: 965.383789
	Iteration 3F: 3 clusters Score -1630660 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1632008.500000 Penalty: 965.383789
	Iteration 4F: 3 clusters Score -1632008 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1633290.125000 Penalty: 965.383789
	Iteration 5F: 3 clusters Score -1633290 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1634411.750000 Penalty: 965.383789
	Iteration 6F: 3 clusters Score -1634412 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1635317.375000 Penalty: 965.383789
	Iteration 7Q: 3 clusters Score -1635317 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1635955.250000 Penalty: 965.383789
	Iteration 8Q: 3 clusters Score -1635955 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1636329.375000 Penalty: 965.383789
	Iteration 9Q: 3 clusters Score -1636329 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1636558.750000 Penalty: 965.383789
	Iteration 10Q: 3 clusters Score -1636559 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1636721.875000 Penalty: 965.383789
	Iteration 11Q: 3 clusters Score -1636722 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1636867.875000 Penalty: 965.383789
	Iteration 12Q: 3 clusters Score -1636868 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1637019.875000 Penalty: 965.383789
	Iteration 13Q: 3 clusters Score -1637020 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1637180.000000 Penalty: 965.383789
	Iteration 14Q: 3 clusters Score -1637180 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1637342.125000 Penalty: 965.383789
	Iteration 15Q: 3 clusters Score -1637342 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1637519.250000 Penalty: 965.383789
	Iteration 16Q: 3 clusters Score -1637519 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1637709.125000 Penalty: 965.383789
	Iteration 17Q: 3 clusters Score -1637709 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1637924.125000 Penalty: 965.383789
	Iteration 18Q: 3 clusters Score -1637924 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1638133.625000 Penalty: 965.383789
	Iteration 19Q: 3 clusters Score -1638134 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1638340.375000 Penalty: 965.383789
	Iteration 20F: 3 clusters Score -1638340 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1638553.125000 Penalty: 965.383789
	Iteration 21Q: 3 clusters Score -1638553 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1638808.125000 Penalty: 965.383789
	Iteration 22Q: 3 clusters Score -1638808 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1639050.250000 Penalty: 965.383789
	Iteration 23Q: 3 clusters Score -1639050 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1639305.625000 Penalty: 965.383789
	Iteration 24Q: 3 clusters Score -1639306 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1639568.500000 Penalty: 965.383789
	Iteration 25Q: 3 clusters Score -1639568 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1639801.250000 Penalty: 965.383789
	Iteration 26Q: 3 clusters Score -1639801 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1640023.375000 Penalty: 965.383789
	Iteration 27Q: 3 clusters Score -1640023 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1640254.000000 Penalty: 965.383789
	Iteration 28Q: 3 clusters Score -1640254 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1640451.500000 Penalty: 965.383789
	Iteration 29Q: 3 clusters Score -1640452 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1640644.000000 Penalty: 965.383789
	Iteration 30Q: 3 clusters Score -1640644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1640811.750000 Penalty: 965.383789
	Iteration 31Q: 3 clusters Score -1640812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1640979.625000 Penalty: 965.383789
	Iteration 32Q: 3 clusters Score -1640980 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1641128.500000 Penalty: 965.383789
	Iteration 33Q: 3 clusters Score -1641128 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1641250.375000 Penalty: 965.383789
	Iteration 34Q: 3 clusters Score -1641250 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1641364.125000 Penalty: 965.383789
	Iteration 35Q: 3 clusters Score -1641364 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1641485.875000 Penalty: 965.383789
	Iteration 36Q: 3 clusters Score -1641486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1641584.750000 Penalty: 965.383789
	Iteration 37Q: 3 clusters Score -1641585 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1641672.000000 Penalty: 965.383789
	Iteration 38Q: 3 clusters Score -1641672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1641741.250000 Penalty: 965.383789
	Iteration 39Q: 3 clusters Score -1641741 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1641806.250000 Penalty: 965.383789
	Iteration 40F: 3 clusters Score -1641806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1641864.250000 Penalty: 965.383789
	Iteration 41Q: 3 clusters Score -1641864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1641919.375000 Penalty: 965.383789
	Iteration 42Q: 3 clusters Score -1641919 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1641979.125000 Penalty: 965.383789
	Iteration 43Q: 3 clusters Score -1641979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1642018.500000 Penalty: 965.383789
	Iteration 44Q: 3 clusters Score -1642018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1642064.625000 Penalty: 965.383789
	Iteration 45Q: 3 clusters Score -1642065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1642095.750000 Penalty: 965.383789
	Iteration 46Q: 3 clusters Score -1642096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1642121.125000 Penalty: 965.383789
	Iteration 47Q: 3 clusters Score -1642121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1642136.375000 Penalty: 965.383789
	Iteration 48Q: 3 clusters Score -1642136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1642149.375000 Penalty: 965.383789
	Iteration 49Q: 3 clusters Score -1642149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1642166.875000 Penalty: 965.383789
	Iteration 50Q: 3 clusters Score -1642167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1642179.625000 Penalty: 965.383789
	Iteration 51Q: 3 clusters Score -1642180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1642189.500000 Penalty: 965.383789
	Iteration 52Q: 3 clusters Score -1642190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1642200.375000 Penalty: 965.383789
	Iteration 53Q: 3 clusters Score -1642200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1642211.375000 Penalty: 965.383789
	Iteration 54Q: 3 clusters Score -1642211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1642222.500000 Penalty: 965.383789
	Iteration 55Q: 3 clusters Score -1642222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1642227.250000 Penalty: 965.383789
	Iteration 56Q: 3 clusters Score -1642227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1642241.250000 Penalty: 965.383789
	Iteration 57Q: 3 clusters Score -1642241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1642247.125000 Penalty: 965.383789
	Iteration 58Q: 3 clusters Score -1642247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1642252.500000 Penalty: 965.383789
	Iteration 59Q: 3 clusters Score -1642252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1642258.375000 Penalty: 965.383789
	Iteration 60F: 3 clusters Score -1642258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1642261.500000 Penalty: 965.383789
	Iteration 61Q: 3 clusters Score -1642262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1642261.500000 Penalty: 965.383789
	Iteration 62Q: 3 clusters Score -1642262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1642266.000000 Penalty: 965.383789
	Iteration 63Q: 3 clusters Score -1642266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1642267.250000 Penalty: 965.383789
	Iteration 64Q: 3 clusters Score -1642267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1642268.250000 Penalty: 965.383789
	Iteration 65Q: 3 clusters Score -1642268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1642267.750000 Penalty: 965.383789
	Iteration 66Q: 3 clusters Score -1642268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1642268.625000 Penalty: 965.383789
	Iteration 67Q: 3 clusters Score -1642269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1642272.000000 Penalty: 965.383789
	Iteration 68Q: 3 clusters Score -1642272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1642271.875000 Penalty: 965.383789
	Iteration 69Q: 3 clusters Score -1642272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1642272.250000 Penalty: 965.383789
	Iteration 70Q: 3 clusters Score -1642272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1642272.750000 Penalty: 965.383789
	Iteration 71Q: 3 clusters Score -1642273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1642273.250000 Penalty: 965.383789
	Iteration 72Q: 3 clusters Score -1642273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1642272.375000 Penalty: 965.383789
	Iteration 73Q: 3 clusters Score -1642272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1642273.250000 Penalty: 965.383789
	Iteration 74Q: 3 clusters Score -1642273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1642275.500000 Penalty: 965.383789
	Iteration 75Q: 3 clusters Score -1642276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1642278.000000 Penalty: 965.383789
	Iteration 76Q: 3 clusters Score -1642278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1642277.500000 Penalty: 965.383789
	Iteration 77Q: 3 clusters Score -1642278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1642280.250000 Penalty: 965.383789
	Iteration 78Q: 3 clusters Score -1642280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1642280.500000 Penalty: 965.383789
	Iteration 79Q: 3 clusters Score -1642280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1642281.000000 Penalty: 965.383789
	Iteration 80F: 3 clusters Score -1642281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1642280.875000 Penalty: 965.383789
	Iteration 81Q: 3 clusters Score -1642281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1642280.250000 Penalty: 965.383789
	Iteration 82Q: 3 clusters Score -1642280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1642279.750000 Penalty: 965.383789
	Iteration 83Q: 3 clusters Score -1642280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1642279.750000 Penalty: 965.383789
	Iteration 84F: 3 clusters Score -1642280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -65313.726562 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -65313.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -64184.582031 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -64184.58 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64602.210938 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -64602.21 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -64717.265625 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -64717.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64840.554688 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -64840.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -64916.519531 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -64916.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -64974.250000 Penalty: 667.720520
	Iteration 5F: 3 clusters Score -64974.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65016.578125 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -65016.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -65046.121094 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -65046.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -65060.601562 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -65060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -65072.062500 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -65072.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -65078.644531 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -65078.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -65083.878906 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -65083.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -65085.082031 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -65085.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -65087.093750 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -65087.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -65088.191406 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -65088.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -65089.527344 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -65089.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -65090.750000 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -65090.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -65093.410156 Penalty: 667.720520
	Iteration 17Q: 3 clusters Score -65093.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -65096.183594 Penalty: 667.720520
	Iteration 18Q: 3 clusters Score -65096.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -65099.621094 Penalty: 667.720520
	Iteration 19Q: 3 clusters Score -65099.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -65104.496094 Penalty: 667.720520
	Iteration 20F: 3 clusters Score -65104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -65105.871094 Penalty: 667.720520
	Iteration 21Q: 3 clusters Score -65105.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -65107.070312 Penalty: 667.720520
	Iteration 22Q: 3 clusters Score -65107.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -65108.199219 Penalty: 667.720520
	Iteration 23Q: 3 clusters Score -65108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -65109.332031 Penalty: 667.720520
	Iteration 24Q: 3 clusters Score -65109.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -65109.683594 Penalty: 667.720520
	Iteration 25Q: 3 clusters Score -65109.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -65109.812500 Penalty: 667.720520
	Iteration 26Q: 3 clusters Score -65109.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -65109.812500 Penalty: 667.720520
	Iteration 27F: 3 clusters Score -65109.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (344207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344207 members 
Entering Unmasked Estep 
Score: -15284000.000000 Penalty: 580.079468
	Iteration 0F: 2 clusters Score -1.5284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171887 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -15064136.000000 Penalty: 1160.158936
	Iteration 0F: 3 clusters Score -1.506414e+07 nChanged 169789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 188513 members 
Entering Unmasked Estep 
Score: -15172033.000000 Penalty: 1160.158936
	Iteration 1F: 3 clusters Score -1.517203e+07 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Mstep: Class 2 contains 199647 members 
Entering Unmasked Estep 
Score: -15180568.000000 Penalty: 1160.158936
	Iteration 2F: 3 clusters Score -1.518057e+07 nChanged 21832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 213919 members 
Entering Unmasked Estep 
Score: -15193593.000000 Penalty: 1160.158936
	Iteration 3F: 3 clusters Score -1.519359e+07 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 230287 members 
Entering Unmasked Estep 
Score: -15212167.000000 Penalty: 1160.158936
	Iteration 4F: 3 clusters Score -1.521217e+07 nChanged 23882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 245841 members 
Entering Unmasked Estep 
Score: -15235389.000000 Penalty: 1160.158936
	Iteration 5F: 3 clusters Score -1.523539e+07 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 256051 members 
Entering Unmasked Estep 
Score: -15255556.000000 Penalty: 1160.158936
	Iteration 6F: 3 clusters Score -1.525556e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 261418 members 
Entering Unmasked Estep 
Score: -15265870.000000 Penalty: 1160.158936
	Iteration 7Q: 3 clusters Score -1.526587e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 264884 members 
Entering Unmasked Estep 
Score: -15271070.000000 Penalty: 1160.158936
	Iteration 8Q: 3 clusters Score -1.527107e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 267592 members 
Entering Unmasked Estep 
Score: -15274772.000000 Penalty: 1160.158936
	Iteration 9Q: 3 clusters Score -1.527477e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 269650 members 
Entering Unmasked Estep 
Score: -15278124.000000 Penalty: 1160.158936
	Iteration 10Q: 3 clusters Score -1.527812e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 271162 members 
Entering Unmasked Estep 
Score: -15280634.000000 Penalty: 1160.158936
	Iteration 11Q: 3 clusters Score -1.528063e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 272277 members 
Entering Unmasked Estep 
Score: -15282656.000000 Penalty: 1160.158936
	Iteration 12Q: 3 clusters Score -1.528266e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 272941 members 
Entering Unmasked Estep 
Score: -15284301.000000 Penalty: 1160.158936
	Iteration 13Q: 3 clusters Score -1.52843e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 273348 members 
Entering Unmasked Estep 
Score: -15285508.000000 Penalty: 1160.158936
	Iteration 14Q: 3 clusters Score -1.528551e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 273570 members 
Entering Unmasked Estep 
Score: -15286256.000000 Penalty: 1160.158936
	Iteration 15Q: 3 clusters Score -1.528626e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 273585 members 
Entering Unmasked Estep 
Score: -15286738.000000 Penalty: 1160.158936
	Iteration 16Q: 3 clusters Score -1.528674e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 273548 members 
Entering Unmasked Estep 
Score: -15287070.000000 Penalty: 1160.158936
	Iteration 17Q: 3 clusters Score -1.528707e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 273441 members 
Entering Unmasked Estep 
Score: -15287303.000000 Penalty: 1160.158936
	Iteration 18Q: 3 clusters Score -1.52873e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 273301 members 
Entering Unmasked Estep 
Score: -15287415.000000 Penalty: 1160.158936
	Iteration 19Q: 3 clusters Score -1.528742e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 273166 members 
Entering Unmasked Estep 
Score: -15287508.000000 Penalty: 1160.158936
	Iteration 20F: 3 clusters Score -1.528751e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 272985 members 
Entering Unmasked Estep 
Score: -15287607.000000 Penalty: 1160.158936
	Iteration 21Q: 3 clusters Score -1.528761e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 272673 members 
Entering Unmasked Estep 
Score: -15287730.000000 Penalty: 1160.158936
	Iteration 22Q: 3 clusters Score -1.528773e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 272364 members 
Entering Unmasked Estep 
Score: -15287730.000000 Penalty: 1160.158936
	Iteration 23Q: 3 clusters Score -1.528773e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 272095 members 
Entering Unmasked Estep 
Score: -15287790.000000 Penalty: 1160.158936
	Iteration 24Q: 3 clusters Score -1.528779e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 271831 members 
Entering Unmasked Estep 
Score: -15287901.000000 Penalty: 1160.158936
	Iteration 25Q: 3 clusters Score -1.52879e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 271562 members 
Entering Unmasked Estep 
Score: -15287942.000000 Penalty: 1160.158936
	Iteration 26Q: 3 clusters Score -1.528794e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 271310 members 
Entering Unmasked Estep 
Score: -15287963.000000 Penalty: 1160.158936
	Iteration 27Q: 3 clusters Score -1.528796e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 271039 members 
Entering Unmasked Estep 
Score: -15287953.000000 Penalty: 1160.158936
	Iteration 28Q: 3 clusters Score -1.528795e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 270717 members 
Entering Unmasked Estep 
Score: -15287932.000000 Penalty: 1160.158936
	Iteration 29Q: 3 clusters Score -1.528793e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 270404 members 
Entering Unmasked Estep 
Score: -15287888.000000 Penalty: 1160.158936
	Iteration 30Q: 3 clusters Score -1.528789e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 270081 members 
Entering Unmasked Estep 
Score: -15287949.000000 Penalty: 1160.158936
	Iteration 31Q: 3 clusters Score -1.528795e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 269735 members 
Entering Unmasked Estep 
Score: -15287989.000000 Penalty: 1160.158936
	Iteration 32Q: 3 clusters Score -1.528799e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 269370 members 
Entering Unmasked Estep 
Score: -15287987.000000 Penalty: 1160.158936
	Iteration 33Q: 3 clusters Score -1.528799e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 269026 members 
Entering Unmasked Estep 
Score: -15288000.000000 Penalty: 1160.158936
	Iteration 34Q: 3 clusters Score -1.5288e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 268703 members 
Entering Unmasked Estep 
Score: -15288060.000000 Penalty: 1160.158936
	Iteration 35Q: 3 clusters Score -1.528806e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 268375 members 
Entering Unmasked Estep 
Score: -15288081.000000 Penalty: 1160.158936
	Iteration 36Q: 3 clusters Score -1.528808e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 268047 members 
Entering Unmasked Estep 
Score: -15288131.000000 Penalty: 1160.158936
	Iteration 37Q: 3 clusters Score -1.528813e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 267695 members 
Entering Unmasked Estep 
Score: -15288080.000000 Penalty: 1160.158936
	Iteration 38Q: 3 clusters Score -1.528808e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 267354 members 
Entering Unmasked Estep 
Score: -15288059.000000 Penalty: 1160.158936
	Iteration 39Q: 3 clusters Score -1.528806e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 267013 members 
Entering Unmasked Estep 
Score: -15288055.000000 Penalty: 1160.158936
	Iteration 40F: 3 clusters Score -1.528806e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 266689 members 
Entering Unmasked Estep 
Score: -15288045.000000 Penalty: 1160.158936
	Iteration 41Q: 3 clusters Score -1.528804e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 266401 members 
Entering Unmasked Estep 
Score: -15287998.000000 Penalty: 1160.158936
	Iteration 42Q: 3 clusters Score -1.5288e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 266091 members 
Entering Unmasked Estep 
Score: -15287986.000000 Penalty: 1160.158936
	Iteration 43Q: 3 clusters Score -1.528799e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 265748 members 
Entering Unmasked Estep 
Score: -15287942.000000 Penalty: 1160.158936
	Iteration 44Q: 3 clusters Score -1.528794e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 265428 members 
Entering Unmasked Estep 
Score: -15287968.000000 Penalty: 1160.158936
	Iteration 45Q: 3 clusters Score -1.528797e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 265146 members 
Entering Unmasked Estep 
Score: -15287969.000000 Penalty: 1160.158936
	Iteration 46Q: 3 clusters Score -1.528797e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 264852 members 
Entering Unmasked Estep 
Score: -15287992.000000 Penalty: 1160.158936
	Iteration 47Q: 3 clusters Score -1.528799e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 264547 members 
Entering Unmasked Estep 
Score: -15287983.000000 Penalty: 1160.158936
	Iteration 48Q: 3 clusters Score -1.528798e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 264236 members 
Entering Unmasked Estep 
Score: -15288021.000000 Penalty: 1160.158936
	Iteration 49Q: 3 clusters Score -1.528802e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 263940 members 
Entering Unmasked Estep 
Score: -15288052.000000 Penalty: 1160.158936
	Iteration 50Q: 3 clusters Score -1.528805e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 263635 members 
Entering Unmasked Estep 
Score: -15288098.000000 Penalty: 1160.158936
	Iteration 51Q: 3 clusters Score -1.52881e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 263332 members 
Entering Unmasked Estep 
Score: -15288119.000000 Penalty: 1160.158936
	Iteration 52Q: 3 clusters Score -1.528812e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 262975 members 
Entering Unmasked Estep 
Score: -15288149.000000 Penalty: 1160.158936
	Iteration 53Q: 3 clusters Score -1.528815e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 262586 members 
Entering Unmasked Estep 
Score: -15288150.000000 Penalty: 1160.158936
	Iteration 54Q: 3 clusters Score -1.528815e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 262141 members 
Entering Unmasked Estep 
Score: -15288102.000000 Penalty: 1160.158936
	Iteration 55Q: 3 clusters Score -1.52881e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 261741 members 
Entering Unmasked Estep 
Score: -15288108.000000 Penalty: 1160.158936
	Iteration 56Q: 3 clusters Score -1.528811e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 261357 members 
Entering Unmasked Estep 
Score: -15288120.000000 Penalty: 1160.158936
	Iteration 57Q: 3 clusters Score -1.528812e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 261013 members 
Entering Unmasked Estep 
Score: -15288168.000000 Penalty: 1160.158936
	Iteration 58Q: 3 clusters Score -1.528817e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 260699 members 
Entering Unmasked Estep 
Score: -15288188.000000 Penalty: 1160.158936
	Iteration 59Q: 3 clusters Score -1.528819e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 260338 members 
Entering Unmasked Estep 
Score: -15288173.000000 Penalty: 1160.158936
	Iteration 60F: 3 clusters Score -1.528817e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 259960 members 
Entering Unmasked Estep 
Score: -15288176.000000 Penalty: 1160.158936
	Iteration 61Q: 3 clusters Score -1.528818e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 259608 members 
Entering Unmasked Estep 
Score: -15288130.000000 Penalty: 1160.158936
	Iteration 62Q: 3 clusters Score -1.528813e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 259259 members 
Entering Unmasked Estep 
Score: -15288150.000000 Penalty: 1160.158936
	Iteration 63Q: 3 clusters Score -1.528815e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 258889 members 
Entering Unmasked Estep 
Score: -15288184.000000 Penalty: 1160.158936
	Iteration 64Q: 3 clusters Score -1.528818e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 258506 members 
Entering Unmasked Estep 
Score: -15288174.000000 Penalty: 1160.158936
	Iteration 65Q: 3 clusters Score -1.528817e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 258157 members 
Entering Unmasked Estep 
Score: -15288166.000000 Penalty: 1160.158936
	Iteration 66Q: 3 clusters Score -1.528817e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 257823 members 
Entering Unmasked Estep 
Score: -15288155.000000 Penalty: 1160.158936
	Iteration 67Q: 3 clusters Score -1.528816e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 257492 members 
Entering Unmasked Estep 
Score: -15288205.000000 Penalty: 1160.158936
	Iteration 68Q: 3 clusters Score -1.52882e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 257162 members 
Entering Unmasked Estep 
Score: -15288210.000000 Penalty: 1160.158936
	Iteration 69Q: 3 clusters Score -1.528821e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 256837 members 
Entering Unmasked Estep 
Score: -15288233.000000 Penalty: 1160.158936
	Iteration 70Q: 3 clusters Score -1.528823e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 256509 members 
Entering Unmasked Estep 
Score: -15288211.000000 Penalty: 1160.158936
	Iteration 71Q: 3 clusters Score -1.528821e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 256214 members 
Entering Unmasked Estep 
Score: -15288208.000000 Penalty: 1160.158936
	Iteration 72Q: 3 clusters Score -1.528821e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 255935 members 
Entering Unmasked Estep 
Score: -15288196.000000 Penalty: 1160.158936
	Iteration 73Q: 3 clusters Score -1.52882e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 255655 members 
Entering Unmasked Estep 
Score: -15288222.000000 Penalty: 1160.158936
	Iteration 74Q: 3 clusters Score -1.528822e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 255351 members 
Entering Unmasked Estep 
Score: -15288202.000000 Penalty: 1160.158936
	Iteration 75Q: 3 clusters Score -1.52882e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 255063 members 
Entering Unmasked Estep 
Score: -15288201.000000 Penalty: 1160.158936
	Iteration 76Q: 3 clusters Score -1.52882e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 254784 members 
Entering Unmasked Estep 
Score: -15288238.000000 Penalty: 1160.158936
	Iteration 77Q: 3 clusters Score -1.528824e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 254467 members 
Entering Unmasked Estep 
Score: -15288249.000000 Penalty: 1160.158936
	Iteration 78Q: 3 clusters Score -1.528825e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 254100 members 
Entering Unmasked Estep 
Score: -15288233.000000 Penalty: 1160.158936
	Iteration 79Q: 3 clusters Score -1.528823e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 253775 members 
Entering Unmasked Estep 
Score: -15288232.000000 Penalty: 1160.158936
	Iteration 80F: 3 clusters Score -1.528823e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 253429 members 
Entering Unmasked Estep 
Score: -15288203.000000 Penalty: 1160.158936
	Iteration 81Q: 3 clusters Score -1.52882e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 253094 members 
Entering Unmasked Estep 
Score: -15288234.000000 Penalty: 1160.158936
	Iteration 82Q: 3 clusters Score -1.528823e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 252698 members 
Entering Unmasked Estep 
Score: -15288258.000000 Penalty: 1160.158936
	Iteration 83Q: 3 clusters Score -1.528826e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 252310 members 
Entering Unmasked Estep 
Score: -15288247.000000 Penalty: 1160.158936
	Iteration 84Q: 3 clusters Score -1.528825e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 251916 members 
Entering Unmasked Estep 
Score: -15288227.000000 Penalty: 1160.158936
	Iteration 85Q: 3 clusters Score -1.528823e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 251558 members 
Entering Unmasked Estep 
Score: -15288206.000000 Penalty: 1160.158936
	Iteration 86Q: 3 clusters Score -1.528821e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 251227 members 
Entering Unmasked Estep 
Score: -15288218.000000 Penalty: 1160.158936
	Iteration 87Q: 3 clusters Score -1.528822e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 250924 members 
Entering Unmasked Estep 
Score: -15288268.000000 Penalty: 1160.158936
	Iteration 88Q: 3 clusters Score -1.528827e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 250561 members 
Entering Unmasked Estep 
Score: -15288221.000000 Penalty: 1160.158936
	Iteration 89Q: 3 clusters Score -1.528822e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 250228 members 
Entering Unmasked Estep 
Score: -15288222.000000 Penalty: 1160.158936
	Iteration 90Q: 3 clusters Score -1.528822e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 249891 members 
Entering Unmasked Estep 
Score: -15288220.000000 Penalty: 1160.158936
	Iteration 91Q: 3 clusters Score -1.528822e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 249556 members 
Entering Unmasked Estep 
Score: -15288246.000000 Penalty: 1160.158936
	Iteration 92Q: 3 clusters Score -1.528825e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 249208 members 
Entering Unmasked Estep 
Score: -15288234.000000 Penalty: 1160.158936
	Iteration 93Q: 3 clusters Score -1.528823e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 248847 members 
Entering Unmasked Estep 
Score: -15288237.000000 Penalty: 1160.158936
	Iteration 94Q: 3 clusters Score -1.528824e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -15288218.000000 Penalty: 1160.158936
	Iteration 95Q: 3 clusters Score -1.528822e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 248113 members 
Entering Unmasked Estep 
Score: -15288238.000000 Penalty: 1160.158936
	Iteration 96Q: 3 clusters Score -1.528824e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 247781 members 
Entering Unmasked Estep 
Score: -15288229.000000 Penalty: 1160.158936
	Iteration 97Q: 3 clusters Score -1.528823e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 247476 members 
Entering Unmasked Estep 
Score: -15288210.000000 Penalty: 1160.158936
	Iteration 98Q: 3 clusters Score -1.528821e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 247201 members 
Entering Unmasked Estep 
Score: -15288194.000000 Penalty: 1160.158936
	Iteration 99Q: 3 clusters Score -1.528819e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 246925 members 
Entering Unmasked Estep 
Score: -15288201.000000 Penalty: 1160.158936
	Iteration 100F: 3 clusters Score -1.52882e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 246597 members 
Entering Unmasked Estep 
Score: -15288222.000000 Penalty: 1160.158936
	Iteration 101Q: 3 clusters Score -1.528822e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 246269 members 
Entering Unmasked Estep 
Score: -15288218.000000 Penalty: 1160.158936
	Iteration 102Q: 3 clusters Score -1.528822e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 245907 members 
Entering Unmasked Estep 
Score: -15288201.000000 Penalty: 1160.158936
	Iteration 103Q: 3 clusters Score -1.52882e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 245520 members 
Entering Unmasked Estep 
Score: -15288177.000000 Penalty: 1160.158936
	Iteration 104Q: 3 clusters Score -1.528818e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 245138 members 
Entering Unmasked Estep 
Score: -15288156.000000 Penalty: 1160.158936
	Iteration 105Q: 3 clusters Score -1.528816e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 244732 members 
Entering Unmasked Estep 
Score: -15288141.000000 Penalty: 1160.158936
	Iteration 106Q: 3 clusters Score -1.528814e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 244317 members 
Entering Unmasked Estep 
Score: -15288093.000000 Penalty: 1160.158936
	Iteration 107Q: 3 clusters Score -1.528809e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 243948 members 
Entering Unmasked Estep 
Score: -15288106.000000 Penalty: 1160.158936
	Iteration 108Q: 3 clusters Score -1.528811e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 243550 members 
Entering Unmasked Estep 
Score: -15288133.000000 Penalty: 1160.158936
	Iteration 109Q: 3 clusters Score -1.528813e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 243140 members 
Entering Unmasked Estep 
Score: -15288134.000000 Penalty: 1160.158936
	Iteration 110Q: 3 clusters Score -1.528813e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 242686 members 
Entering Unmasked Estep 
Score: -15288159.000000 Penalty: 1160.158936
	Iteration 111Q: 3 clusters Score -1.528816e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 242263 members 
Entering Unmasked Estep 
Score: -15288144.000000 Penalty: 1160.158936
	Iteration 112Q: 3 clusters Score -1.528814e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 241886 members 
Entering Unmasked Estep 
Score: -15288129.000000 Penalty: 1160.158936
	Iteration 113Q: 3 clusters Score -1.528813e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 241455 members 
Entering Unmasked Estep 
Score: -15288105.000000 Penalty: 1160.158936
	Iteration 114Q: 3 clusters Score -1.52881e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 241093 members 
Entering Unmasked Estep 
Score: -15288102.000000 Penalty: 1160.158936
	Iteration 115Q: 3 clusters Score -1.52881e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 240718 members 
Entering Unmasked Estep 
Score: -15288153.000000 Penalty: 1160.158936
	Iteration 116Q: 3 clusters Score -1.528815e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 240346 members 
Entering Unmasked Estep 
Score: -15288167.000000 Penalty: 1160.158936
	Iteration 117Q: 3 clusters Score -1.528817e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 239972 members 
Entering Unmasked Estep 
Score: -15288179.000000 Penalty: 1160.158936
	Iteration 118Q: 3 clusters Score -1.528818e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 239613 members 
Entering Unmasked Estep 
Score: -15288202.000000 Penalty: 1160.158936
	Iteration 119Q: 3 clusters Score -1.52882e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104955 members 
Mstep: Class 2 contains 239252 members 
Entering Unmasked Estep 
Score: -15288187.000000 Penalty: 1160.158936
	Iteration 120F: 3 clusters Score -1.528819e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 238833 members 
Entering Unmasked Estep 
Score: -15288223.000000 Penalty: 1160.158936
	Iteration 121Q: 3 clusters Score -1.528822e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 238422 members 
Entering Unmasked Estep 
Score: -15288234.000000 Penalty: 1160.158936
	Iteration 122Q: 3 clusters Score -1.528823e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 238052 members 
Entering Unmasked Estep 
Score: -15288226.000000 Penalty: 1160.158936
	Iteration 123Q: 3 clusters Score -1.528823e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 237676 members 
Entering Unmasked Estep 
Score: -15288253.000000 Penalty: 1160.158936
	Iteration 124Q: 3 clusters Score -1.528825e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 237246 members 
Entering Unmasked Estep 
Score: -15288156.000000 Penalty: 1160.158936
	Iteration 125Q: 3 clusters Score -1.528816e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 236806 members 
Entering Unmasked Estep 
Score: -15288217.000000 Penalty: 1160.158936
	Iteration 126Q: 3 clusters Score -1.528822e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 236382 members 
Entering Unmasked Estep 
Score: -15288184.000000 Penalty: 1160.158936
	Iteration 127Q: 3 clusters Score -1.528818e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 235918 members 
Entering Unmasked Estep 
Score: -15288223.000000 Penalty: 1160.158936
	Iteration 128Q: 3 clusters Score -1.528822e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 235502 members 
Entering Unmasked Estep 
Score: -15288204.000000 Penalty: 1160.158936
	Iteration 129Q: 3 clusters Score -1.52882e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 235104 members 
Entering Unmasked Estep 
Score: -15288234.000000 Penalty: 1160.158936
	Iteration 130Q: 3 clusters Score -1.528823e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 234671 members 
Entering Unmasked Estep 
Score: -15288262.000000 Penalty: 1160.158936
	Iteration 131Q: 3 clusters Score -1.528826e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 234246 members 
Entering Unmasked Estep 
Score: -15288261.000000 Penalty: 1160.158936
	Iteration 132Q: 3 clusters Score -1.528826e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 233862 members 
Entering Unmasked Estep 
Score: -15288232.000000 Penalty: 1160.158936
	Iteration 133Q: 3 clusters Score -1.528823e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 233488 members 
Entering Unmasked Estep 
Score: -15288229.000000 Penalty: 1160.158936
	Iteration 134Q: 3 clusters Score -1.528823e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 233151 members 
Entering Unmasked Estep 
Score: -15288204.000000 Penalty: 1160.158936
	Iteration 135Q: 3 clusters Score -1.52882e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 232849 members 
Entering Unmasked Estep 
Score: -15288225.000000 Penalty: 1160.158936
	Iteration 136Q: 3 clusters Score -1.528822e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 232527 members 
Entering Unmasked Estep 
Score: -15288275.000000 Penalty: 1160.158936
	Iteration 137Q: 3 clusters Score -1.528828e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 232191 members 
Entering Unmasked Estep 
Score: -15288241.000000 Penalty: 1160.158936
	Iteration 138Q: 3 clusters Score -1.528824e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 231831 members 
Entering Unmasked Estep 
Score: -15288267.000000 Penalty: 1160.158936
	Iteration 139Q: 3 clusters Score -1.528827e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 231477 members 
Entering Unmasked Estep 
Score: -15288271.000000 Penalty: 1160.158936
	Iteration 140F: 3 clusters Score -1.528827e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 231116 members 
Entering Unmasked Estep 
Score: -15288297.000000 Penalty: 1160.158936
	Iteration 141Q: 3 clusters Score -1.52883e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 230747 members 
Entering Unmasked Estep 
Score: -15288293.000000 Penalty: 1160.158936
	Iteration 142Q: 3 clusters Score -1.528829e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 230393 members 
Entering Unmasked Estep 
Score: -15288320.000000 Penalty: 1160.158936
	Iteration 143Q: 3 clusters Score -1.528832e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -15288336.000000 Penalty: 1160.158936
	Iteration 144Q: 3 clusters Score -1.528834e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 229615 members 
Entering Unmasked Estep 
Score: -15288328.000000 Penalty: 1160.158936
	Iteration 145Q: 3 clusters Score -1.528833e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 229196 members 
Entering Unmasked Estep 
Score: -15288323.000000 Penalty: 1160.158936
	Iteration 146Q: 3 clusters Score -1.528832e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -15288330.000000 Penalty: 1160.158936
	Iteration 147Q: 3 clusters Score -1.528833e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 228421 members 
Entering Unmasked Estep 
Score: -15288302.000000 Penalty: 1160.158936
	Iteration 148Q: 3 clusters Score -1.52883e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -15288299.000000 Penalty: 1160.158936
	Iteration 149Q: 3 clusters Score -1.52883e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116501 members 
Mstep: Class 2 contains 227706 members 
Entering Unmasked Estep 
Score: -15288296.000000 Penalty: 1160.158936
	Iteration 150Q: 3 clusters Score -1.52883e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 227364 members 
Entering Unmasked Estep 
Score: -15288281.000000 Penalty: 1160.158936
	Iteration 151Q: 3 clusters Score -1.528828e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 226998 members 
Entering Unmasked Estep 
Score: -15288326.000000 Penalty: 1160.158936
	Iteration 152Q: 3 clusters Score -1.528833e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 226648 members 
Entering Unmasked Estep 
Score: -15288346.000000 Penalty: 1160.158936
	Iteration 153Q: 3 clusters Score -1.528835e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 226354 members 
Entering Unmasked Estep 
Score: -15288359.000000 Penalty: 1160.158936
	Iteration 154Q: 3 clusters Score -1.528836e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 226032 members 
Entering Unmasked Estep 
Score: -15288362.000000 Penalty: 1160.158936
	Iteration 155Q: 3 clusters Score -1.528836e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -15288363.000000 Penalty: 1160.158936
	Iteration 156Q: 3 clusters Score -1.528836e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 225455 members 
Entering Unmasked Estep 
Score: -15288284.000000 Penalty: 1160.158936
	Iteration 157Q: 3 clusters Score -1.528828e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 225192 members 
Entering Unmasked Estep 
Score: -15288279.000000 Penalty: 1160.158936
	Iteration 158Q: 3 clusters Score -1.528828e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 224915 members 
Entering Unmasked Estep 
Score: -15288264.000000 Penalty: 1160.158936
	Iteration 159Q: 3 clusters Score -1.528826e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119577 members 
Mstep: Class 2 contains 224630 members 
Entering Unmasked Estep 
Score: -15288299.000000 Penalty: 1160.158936
	Iteration 160F: 3 clusters Score -1.52883e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 224369 members 
Entering Unmasked Estep 
Score: -15288301.000000 Penalty: 1160.158936
	Iteration 161Q: 3 clusters Score -1.52883e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 224095 members 
Entering Unmasked Estep 
Score: -15288332.000000 Penalty: 1160.158936
	Iteration 162Q: 3 clusters Score -1.528833e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 223836 members 
Entering Unmasked Estep 
Score: -15288322.000000 Penalty: 1160.158936
	Iteration 163Q: 3 clusters Score -1.528832e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 223569 members 
Entering Unmasked Estep 
Score: -15288320.000000 Penalty: 1160.158936
	Iteration 164Q: 3 clusters Score -1.528832e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 223290 members 
Entering Unmasked Estep 
Score: -15288312.000000 Penalty: 1160.158936
	Iteration 165Q: 3 clusters Score -1.528831e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 222985 members 
Entering Unmasked Estep 
Score: -15288256.000000 Penalty: 1160.158936
	Iteration 166Q: 3 clusters Score -1.528826e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121515 members 
Mstep: Class 2 contains 222692 members 
Entering Unmasked Estep 
Score: -15288246.000000 Penalty: 1160.158936
	Iteration 167Q: 3 clusters Score -1.528825e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 222339 members 
Entering Unmasked Estep 
Score: -15288253.000000 Penalty: 1160.158936
	Iteration 168Q: 3 clusters Score -1.528825e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 221954 members 
Entering Unmasked Estep 
Score: -15288292.000000 Penalty: 1160.158936
	Iteration 169Q: 3 clusters Score -1.528829e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 221585 members 
Entering Unmasked Estep 
Score: -15288228.000000 Penalty: 1160.158936
	Iteration 170Q: 3 clusters Score -1.528823e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 221185 members 
Entering Unmasked Estep 
Score: -15288215.000000 Penalty: 1160.158936
	Iteration 171Q: 3 clusters Score -1.528822e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 220745 members 
Entering Unmasked Estep 
Score: -15288239.000000 Penalty: 1160.158936
	Iteration 172Q: 3 clusters Score -1.528824e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 220375 members 
Entering Unmasked Estep 
Score: -15288204.000000 Penalty: 1160.158936
	Iteration 173Q: 3 clusters Score -1.52882e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 219999 members 
Entering Unmasked Estep 
Score: -15288230.000000 Penalty: 1160.158936
	Iteration 174Q: 3 clusters Score -1.528823e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 219605 members 
Entering Unmasked Estep 
Score: -15288213.000000 Penalty: 1160.158936
	Iteration 175Q: 3 clusters Score -1.528821e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 219224 members 
Entering Unmasked Estep 
Score: -15288261.000000 Penalty: 1160.158936
	Iteration 176Q: 3 clusters Score -1.528826e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 218846 members 
Entering Unmasked Estep 
Score: -15288298.000000 Penalty: 1160.158936
	Iteration 177Q: 3 clusters Score -1.52883e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125765 members 
Mstep: Class 2 contains 218442 members 
Entering Unmasked Estep 
Score: -15288310.000000 Penalty: 1160.158936
	Iteration 178Q: 3 clusters Score -1.528831e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 218060 members 
Entering Unmasked Estep 
Score: -15288337.000000 Penalty: 1160.158936
	Iteration 179Q: 3 clusters Score -1.528834e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 217698 members 
Entering Unmasked Estep 
Score: -15288333.000000 Penalty: 1160.158936
	Iteration 180F: 3 clusters Score -1.528833e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 217359 members 
Entering Unmasked Estep 
Score: -15288362.000000 Penalty: 1160.158936
	Iteration 181Q: 3 clusters Score -1.528836e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 217006 members 
Entering Unmasked Estep 
Score: -15288368.000000 Penalty: 1160.158936
	Iteration 182Q: 3 clusters Score -1.528837e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -15288368.000000 Penalty: 1160.158936
	Iteration 183Q: 3 clusters Score -1.528837e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 216332 members 
Entering Unmasked Estep 
Score: -15288355.000000 Penalty: 1160.158936
	Iteration 184Q: 3 clusters Score -1.528836e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 215985 members 
Entering Unmasked Estep 
Score: -15288322.000000 Penalty: 1160.158936
	Iteration 185Q: 3 clusters Score -1.528832e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 215606 members 
Entering Unmasked Estep 
Score: -15288285.000000 Penalty: 1160.158936
	Iteration 186Q: 3 clusters Score -1.528828e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Mstep: Class 2 contains 215249 members 
Entering Unmasked Estep 
Score: -15288289.000000 Penalty: 1160.158936
	Iteration 187Q: 3 clusters Score -1.528829e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -15288306.000000 Penalty: 1160.158936
	Iteration 188Q: 3 clusters Score -1.528831e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129651 members 
Mstep: Class 2 contains 214556 members 
Entering Unmasked Estep 
Score: -15288274.000000 Penalty: 1160.158936
	Iteration 189Q: 3 clusters Score -1.528827e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 214191 members 
Entering Unmasked Estep 
Score: -15288271.000000 Penalty: 1160.158936
	Iteration 190Q: 3 clusters Score -1.528827e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130343 members 
Mstep: Class 2 contains 213864 members 
Entering Unmasked Estep 
Score: -15288258.000000 Penalty: 1160.158936
	Iteration 191Q: 3 clusters Score -1.528826e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 213525 members 
Entering Unmasked Estep 
Score: -15288225.000000 Penalty: 1160.158936
	Iteration 192Q: 3 clusters Score -1.528822e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131053 members 
Mstep: Class 2 contains 213154 members 
Entering Unmasked Estep 
Score: -15288251.000000 Penalty: 1160.158936
	Iteration 193Q: 3 clusters Score -1.528825e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -15288253.000000 Penalty: 1160.158936
	Iteration 194Q: 3 clusters Score -1.528825e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 212445 members 
Entering Unmasked Estep 
Score: -15288251.000000 Penalty: 1160.158936
	Iteration 195Q: 3 clusters Score -1.528825e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132116 members 
Mstep: Class 2 contains 212091 members 
Entering Unmasked Estep 
Score: -15288201.000000 Penalty: 1160.158936
	Iteration 196Q: 3 clusters Score -1.52882e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132456 members 
Mstep: Class 2 contains 211751 members 
Entering Unmasked Estep 
Score: -15288225.000000 Penalty: 1160.158936
	Iteration 197Q: 3 clusters Score -1.528822e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 211425 members 
Entering Unmasked Estep 
Score: -15288187.000000 Penalty: 1160.158936
	Iteration 198Q: 3 clusters Score -1.528819e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 211104 members 
Entering Unmasked Estep 
Score: -15288184.000000 Penalty: 1160.158936
	Iteration 199Q: 3 clusters Score -1.528818e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 210788 members 
Entering Unmasked Estep 
Score: -15288219.000000 Penalty: 1160.158936
	Iteration 200F: 3 clusters Score -1.528822e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133785 members 
Mstep: Class 2 contains 210422 members 
Entering Unmasked Estep 
Score: -15288192.000000 Penalty: 1160.158936
	Iteration 201Q: 3 clusters Score -1.528819e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 210086 members 
Entering Unmasked Estep 
Score: -15288165.000000 Penalty: 1160.158936
	Iteration 202Q: 3 clusters Score -1.528816e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 209740 members 
Entering Unmasked Estep 
Score: -15288181.000000 Penalty: 1160.158936
	Iteration 203Q: 3 clusters Score -1.528818e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 209375 members 
Entering Unmasked Estep 
Score: -15288141.000000 Penalty: 1160.158936
	Iteration 204Q: 3 clusters Score -1.528814e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 209015 members 
Entering Unmasked Estep 
Score: -15288158.000000 Penalty: 1160.158936
	Iteration 205Q: 3 clusters Score -1.528816e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135543 members 
Mstep: Class 2 contains 208664 members 
Entering Unmasked Estep 
Score: -15288201.000000 Penalty: 1160.158936
	Iteration 206Q: 3 clusters Score -1.52882e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135907 members 
Mstep: Class 2 contains 208300 members 
Entering Unmasked Estep 
Score: -15288186.000000 Penalty: 1160.158936
	Iteration 207Q: 3 clusters Score -1.528819e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 207947 members 
Entering Unmasked Estep 
Score: -15288253.000000 Penalty: 1160.158936
	Iteration 208Q: 3 clusters Score -1.528825e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 207621 members 
Entering Unmasked Estep 
Score: -15288296.000000 Penalty: 1160.158936
	Iteration 209Q: 3 clusters Score -1.52883e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 207282 members 
Entering Unmasked Estep 
Score: -15288318.000000 Penalty: 1160.158936
	Iteration 210Q: 3 clusters Score -1.528832e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 206934 members 
Entering Unmasked Estep 
Score: -15288352.000000 Penalty: 1160.158936
	Iteration 211Q: 3 clusters Score -1.528835e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 206583 members 
Entering Unmasked Estep 
Score: -15288386.000000 Penalty: 1160.158936
	Iteration 212Q: 3 clusters Score -1.528839e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 206272 members 
Entering Unmasked Estep 
Score: -15288394.000000 Penalty: 1160.158936
	Iteration 213Q: 3 clusters Score -1.528839e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 205953 members 
Entering Unmasked Estep 
Score: -15288386.000000 Penalty: 1160.158936
	Iteration 214Q: 3 clusters Score -1.528839e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 205639 members 
Entering Unmasked Estep 
Score: -15288369.000000 Penalty: 1160.158936
	Iteration 215Q: 3 clusters Score -1.528837e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 205322 members 
Entering Unmasked Estep 
Score: -15288348.000000 Penalty: 1160.158936
	Iteration 216Q: 3 clusters Score -1.528835e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 204981 members 
Entering Unmasked Estep 
Score: -15288296.000000 Penalty: 1160.158936
	Iteration 217Q: 3 clusters Score -1.52883e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 204647 members 
Entering Unmasked Estep 
Score: -15288324.000000 Penalty: 1160.158936
	Iteration 218Q: 3 clusters Score -1.528832e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139922 members 
Mstep: Class 2 contains 204285 members 
Entering Unmasked Estep 
Score: -15288292.000000 Penalty: 1160.158936
	Iteration 219Q: 3 clusters Score -1.528829e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140265 members 
Mstep: Class 2 contains 203942 members 
Entering Unmasked Estep 
Score: -15288302.000000 Penalty: 1160.158936
	Iteration 220F: 3 clusters Score -1.52883e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140610 members 
Mstep: Class 2 contains 203597 members 
Entering Unmasked Estep 
Score: -15288345.000000 Penalty: 1160.158936
	Iteration 221Q: 3 clusters Score -1.528834e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140977 members 
Mstep: Class 2 contains 203230 members 
Entering Unmasked Estep 
Score: -15288326.000000 Penalty: 1160.158936
	Iteration 222Q: 3 clusters Score -1.528833e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141323 members 
Mstep: Class 2 contains 202884 members 
Entering Unmasked Estep 
Score: -15288315.000000 Penalty: 1160.158936
	Iteration 223Q: 3 clusters Score -1.528832e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 202527 members 
Entering Unmasked Estep 
Score: -15288345.000000 Penalty: 1160.158936
	Iteration 224Q: 3 clusters Score -1.528834e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142019 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -15288344.000000 Penalty: 1160.158936
	Iteration 225Q: 3 clusters Score -1.528834e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 201857 members 
Entering Unmasked Estep 
Score: -15288368.000000 Penalty: 1160.158936
	Iteration 226Q: 3 clusters Score -1.528837e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 201540 members 
Entering Unmasked Estep 
Score: -15288356.000000 Penalty: 1160.158936
	Iteration 227Q: 3 clusters Score -1.528836e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 201211 members 
Entering Unmasked Estep 
Score: -15288369.000000 Penalty: 1160.158936
	Iteration 228Q: 3 clusters Score -1.528837e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -15288387.000000 Penalty: 1160.158936
	Iteration 229Q: 3 clusters Score -1.528839e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Mstep: Class 2 contains 200453 members 
Entering Unmasked Estep 
Score: -15288359.000000 Penalty: 1160.158936
	Iteration 230Q: 3 clusters Score -1.528836e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 200067 members 
Entering Unmasked Estep 
Score: -15288323.000000 Penalty: 1160.158936
	Iteration 231Q: 3 clusters Score -1.528832e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 199674 members 
Entering Unmasked Estep 
Score: -15288293.000000 Penalty: 1160.158936
	Iteration 232Q: 3 clusters Score -1.528829e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 199300 members 
Entering Unmasked Estep 
Score: -15288318.000000 Penalty: 1160.158936
	Iteration 233Q: 3 clusters Score -1.528832e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 198904 members 
Entering Unmasked Estep 
Score: -15288333.000000 Penalty: 1160.158936
	Iteration 234Q: 3 clusters Score -1.528833e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 198538 members 
Entering Unmasked Estep 
Score: -15288295.000000 Penalty: 1160.158936
	Iteration 235Q: 3 clusters Score -1.52883e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 198186 members 
Entering Unmasked Estep 
Score: -15288315.000000 Penalty: 1160.158936
	Iteration 236Q: 3 clusters Score -1.528832e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 197882 members 
Entering Unmasked Estep 
Score: -15288311.000000 Penalty: 1160.158936
	Iteration 237Q: 3 clusters Score -1.528831e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146641 members 
Mstep: Class 2 contains 197566 members 
Entering Unmasked Estep 
Score: -15288352.000000 Penalty: 1160.158936
	Iteration 238Q: 3 clusters Score -1.528835e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 197238 members 
Entering Unmasked Estep 
Score: -15288334.000000 Penalty: 1160.158936
	Iteration 239Q: 3 clusters Score -1.528833e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 196912 members 
Entering Unmasked Estep 
Score: -15288364.000000 Penalty: 1160.158936
	Iteration 240F: 3 clusters Score -1.528836e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 196570 members 
Entering Unmasked Estep 
Score: -15288355.000000 Penalty: 1160.158936
	Iteration 241Q: 3 clusters Score -1.528836e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -15288347.000000 Penalty: 1160.158936
	Iteration 242Q: 3 clusters Score -1.528835e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 195874 members 
Entering Unmasked Estep 
Score: -15288337.000000 Penalty: 1160.158936
	Iteration 243Q: 3 clusters Score -1.528834e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 195549 members 
Entering Unmasked Estep 
Score: -15288277.000000 Penalty: 1160.158936
	Iteration 244Q: 3 clusters Score -1.528828e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -15288237.000000 Penalty: 1160.158936
	Iteration 245Q: 3 clusters Score -1.528824e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -15288227.000000 Penalty: 1160.158936
	Iteration 246Q: 3 clusters Score -1.528823e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 194586 members 
Entering Unmasked Estep 
Score: -15288210.000000 Penalty: 1160.158936
	Iteration 247Q: 3 clusters Score -1.528821e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 194294 members 
Entering Unmasked Estep 
Score: -15288247.000000 Penalty: 1160.158936
	Iteration 248Q: 3 clusters Score -1.528825e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -15288226.000000 Penalty: 1160.158936
	Iteration 249Q: 3 clusters Score -1.528823e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -15288215.000000 Penalty: 1160.158936
	Iteration 250Q: 3 clusters Score -1.528822e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 193433 members 
Entering Unmasked Estep 
Score: -15288233.000000 Penalty: 1160.158936
	Iteration 251Q: 3 clusters Score -1.528823e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -15288248.000000 Penalty: 1160.158936
	Iteration 252Q: 3 clusters Score -1.528825e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 192938 members 
Entering Unmasked Estep 
Score: -15288222.000000 Penalty: 1160.158936
	Iteration 253Q: 3 clusters Score -1.528822e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 192710 members 
Entering Unmasked Estep 
Score: -15288180.000000 Penalty: 1160.158936
	Iteration 254Q: 3 clusters Score -1.528818e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 192490 members 
Entering Unmasked Estep 
Score: -15288164.000000 Penalty: 1160.158936
	Iteration 255Q: 3 clusters Score -1.528816e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151932 members 
Mstep: Class 2 contains 192275 members 
Entering Unmasked Estep 
Score: -15288182.000000 Penalty: 1160.158936
	Iteration 256Q: 3 clusters Score -1.528818e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 192056 members 
Entering Unmasked Estep 
Score: -15288181.000000 Penalty: 1160.158936
	Iteration 257Q: 3 clusters Score -1.528818e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 191822 members 
Entering Unmasked Estep 
Score: -15288182.000000 Penalty: 1160.158936
	Iteration 258Q: 3 clusters Score -1.528818e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 191643 members 
Entering Unmasked Estep 
Score: -15288173.000000 Penalty: 1160.158936
	Iteration 259Q: 3 clusters Score -1.528817e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 191493 members 
Entering Unmasked Estep 
Score: -15288169.000000 Penalty: 1160.158936
	Iteration 260F: 3 clusters Score -1.528817e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 191303 members 
Entering Unmasked Estep 
Score: -15288143.000000 Penalty: 1160.158936
	Iteration 261Q: 3 clusters Score -1.528814e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 191107 members 
Entering Unmasked Estep 
Score: -15288179.000000 Penalty: 1160.158936
	Iteration 262Q: 3 clusters Score -1.528818e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153339 members 
Mstep: Class 2 contains 190868 members 
Entering Unmasked Estep 
Score: -15288164.000000 Penalty: 1160.158936
	Iteration 263Q: 3 clusters Score -1.528816e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 190649 members 
Entering Unmasked Estep 
Score: -15288162.000000 Penalty: 1160.158936
	Iteration 264Q: 3 clusters Score -1.528816e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153784 members 
Mstep: Class 2 contains 190423 members 
Entering Unmasked Estep 
Score: -15288159.000000 Penalty: 1160.158936
	Iteration 265Q: 3 clusters Score -1.528816e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 190236 members 
Entering Unmasked Estep 
Score: -15288178.000000 Penalty: 1160.158936
	Iteration 266Q: 3 clusters Score -1.528818e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 190057 members 
Entering Unmasked Estep 
Score: -15288191.000000 Penalty: 1160.158936
	Iteration 267Q: 3 clusters Score -1.528819e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 189879 members 
Entering Unmasked Estep 
Score: -15288203.000000 Penalty: 1160.158936
	Iteration 268Q: 3 clusters Score -1.52882e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -15288213.000000 Penalty: 1160.158936
	Iteration 269Q: 3 clusters Score -1.528821e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 189507 members 
Entering Unmasked Estep 
Score: -15288181.000000 Penalty: 1160.158936
	Iteration 270Q: 3 clusters Score -1.528818e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 189346 members 
Entering Unmasked Estep 
Score: -15288152.000000 Penalty: 1160.158936
	Iteration 271Q: 3 clusters Score -1.528815e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 189160 members 
Entering Unmasked Estep 
Score: -15288170.000000 Penalty: 1160.158936
	Iteration 272Q: 3 clusters Score -1.528817e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 188952 members 
Entering Unmasked Estep 
Score: -15288162.000000 Penalty: 1160.158936
	Iteration 273Q: 3 clusters Score -1.528816e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 188748 members 
Entering Unmasked Estep 
Score: -15288151.000000 Penalty: 1160.158936
	Iteration 274Q: 3 clusters Score -1.528815e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 188560 members 
Entering Unmasked Estep 
Score: -15288148.000000 Penalty: 1160.158936
	Iteration 275Q: 3 clusters Score -1.528815e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 188362 members 
Entering Unmasked Estep 
Score: -15288150.000000 Penalty: 1160.158936
	Iteration 276Q: 3 clusters Score -1.528815e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 188181 members 
Entering Unmasked Estep 
Score: -15288135.000000 Penalty: 1160.158936
	Iteration 277Q: 3 clusters Score -1.528814e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 188006 members 
Entering Unmasked Estep 
Score: -15288151.000000 Penalty: 1160.158936
	Iteration 278Q: 3 clusters Score -1.528815e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 187864 members 
Entering Unmasked Estep 
Score: -15288162.000000 Penalty: 1160.158936
	Iteration 279Q: 3 clusters Score -1.528816e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 187737 members 
Entering Unmasked Estep 
Score: -15288171.000000 Penalty: 1160.158936
	Iteration 280F: 3 clusters Score -1.528817e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 187613 members 
Entering Unmasked Estep 
Score: -15288166.000000 Penalty: 1160.158936
	Iteration 281Q: 3 clusters Score -1.528817e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 187535 members 
Entering Unmasked Estep 
Score: -15288174.000000 Penalty: 1160.158936
	Iteration 282Q: 3 clusters Score -1.528817e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156755 members 
Mstep: Class 2 contains 187452 members 
Entering Unmasked Estep 
Score: -15288176.000000 Penalty: 1160.158936
	Iteration 283Q: 3 clusters Score -1.528818e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 187387 members 
Entering Unmasked Estep 
Score: -15288128.000000 Penalty: 1160.158936
	Iteration 284Q: 3 clusters Score -1.528813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 187326 members 
Entering Unmasked Estep 
Score: -15288120.000000 Penalty: 1160.158936
	Iteration 285Q: 3 clusters Score -1.528812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -15288103.000000 Penalty: 1160.158936
	Iteration 286Q: 3 clusters Score -1.52881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 187244 members 
Entering Unmasked Estep 
Score: -15288087.000000 Penalty: 1160.158936
	Iteration 287Q: 3 clusters Score -1.528809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157000 members 
Mstep: Class 2 contains 187207 members 
Entering Unmasked Estep 
Score: -15288101.000000 Penalty: 1160.158936
	Iteration 288Q: 3 clusters Score -1.52881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -15288095.000000 Penalty: 1160.158936
	Iteration 289Q: 3 clusters Score -1.52881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Mstep: Class 2 contains 187118 members 
Entering Unmasked Estep 
Score: -15288094.000000 Penalty: 1160.158936
	Iteration 290Q: 3 clusters Score -1.528809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 187080 members 
Entering Unmasked Estep 
Score: -15288107.000000 Penalty: 1160.158936
	Iteration 291Q: 3 clusters Score -1.528811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 187045 members 
Entering Unmasked Estep 
Score: -15288100.000000 Penalty: 1160.158936
	Iteration 292Q: 3 clusters Score -1.52881e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 186998 members 
Entering Unmasked Estep 
Score: -15288101.000000 Penalty: 1160.158936
	Iteration 293Q: 3 clusters Score -1.52881e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 186947 members 
Entering Unmasked Estep 
Score: -15288128.000000 Penalty: 1160.158936
	Iteration 294Q: 3 clusters Score -1.528813e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 186848 members 
Entering Unmasked Estep 
Score: -15288137.000000 Penalty: 1160.158936
	Iteration 295Q: 3 clusters Score -1.528814e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -15288129.000000 Penalty: 1160.158936
	Iteration 296Q: 3 clusters Score -1.528813e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157568 members 
Mstep: Class 2 contains 186639 members 
Entering Unmasked Estep 
Score: -15288107.000000 Penalty: 1160.158936
	Iteration 297Q: 3 clusters Score -1.528811e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 186546 members 
Entering Unmasked Estep 
Score: -15288119.000000 Penalty: 1160.158936
	Iteration 298Q: 3 clusters Score -1.528812e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 186458 members 
Entering Unmasked Estep 
Score: -15288111.000000 Penalty: 1160.158936
	Iteration 299Q: 3 clusters Score -1.528811e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 186362 members 
Entering Unmasked Estep 
Score: -15288130.000000 Penalty: 1160.158936
	Iteration 300F: 3 clusters Score -1.528813e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -15288112.000000 Penalty: 1160.158936
	Iteration 301Q: 3 clusters Score -1.528811e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 186131 members 
Entering Unmasked Estep 
Score: -15288121.000000 Penalty: 1160.158936
	Iteration 302Q: 3 clusters Score -1.528812e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 186002 members 
Entering Unmasked Estep 
Score: -15288144.000000 Penalty: 1160.158936
	Iteration 303Q: 3 clusters Score -1.528814e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 185874 members 
Entering Unmasked Estep 
Score: -15288138.000000 Penalty: 1160.158936
	Iteration 304Q: 3 clusters Score -1.528814e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -15288140.000000 Penalty: 1160.158936
	Iteration 305Q: 3 clusters Score -1.528814e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 185627 members 
Entering Unmasked Estep 
Score: -15288116.000000 Penalty: 1160.158936
	Iteration 306Q: 3 clusters Score -1.528812e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 185501 members 
Entering Unmasked Estep 
Score: -15288084.000000 Penalty: 1160.158936
	Iteration 307Q: 3 clusters Score -1.528808e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 185391 members 
Entering Unmasked Estep 
Score: -15288074.000000 Penalty: 1160.158936
	Iteration 308Q: 3 clusters Score -1.528807e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -15288080.000000 Penalty: 1160.158936
	Iteration 309Q: 3 clusters Score -1.528808e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 185106 members 
Entering Unmasked Estep 
Score: -15288071.000000 Penalty: 1160.158936
	Iteration 310Q: 3 clusters Score -1.528807e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 184953 members 
Entering Unmasked Estep 
Score: -15288092.000000 Penalty: 1160.158936
	Iteration 311Q: 3 clusters Score -1.528809e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 184788 members 
Entering Unmasked Estep 
Score: -15288100.000000 Penalty: 1160.158936
	Iteration 312Q: 3 clusters Score -1.52881e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 184624 members 
Entering Unmasked Estep 
Score: -15288102.000000 Penalty: 1160.158936
	Iteration 313Q: 3 clusters Score -1.52881e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159754 members 
Mstep: Class 2 contains 184453 members 
Entering Unmasked Estep 
Score: -15288077.000000 Penalty: 1160.158936
	Iteration 314Q: 3 clusters Score -1.528808e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -15288062.000000 Penalty: 1160.158936
	Iteration 315Q: 3 clusters Score -1.528806e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 184103 members 
Entering Unmasked Estep 
Score: -15288093.000000 Penalty: 1160.158936
	Iteration 316Q: 3 clusters Score -1.528809e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 183936 members 
Entering Unmasked Estep 
Score: -15288094.000000 Penalty: 1160.158936
	Iteration 317Q: 3 clusters Score -1.528809e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 183751 members 
Entering Unmasked Estep 
Score: -15288107.000000 Penalty: 1160.158936
	Iteration 318Q: 3 clusters Score -1.528811e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 183557 members 
Entering Unmasked Estep 
Score: -15288102.000000 Penalty: 1160.158936
	Iteration 319Q: 3 clusters Score -1.52881e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160861 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -15288106.000000 Penalty: 1160.158936
	Iteration 320F: 3 clusters Score -1.528811e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -15288132.000000 Penalty: 1160.158936
	Iteration 321Q: 3 clusters Score -1.528813e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 182892 members 
Entering Unmasked Estep 
Score: -15288107.000000 Penalty: 1160.158936
	Iteration 322Q: 3 clusters Score -1.528811e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 182699 members 
Entering Unmasked Estep 
Score: -15288083.000000 Penalty: 1160.158936
	Iteration 323Q: 3 clusters Score -1.528808e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 182524 members 
Entering Unmasked Estep 
Score: -15288076.000000 Penalty: 1160.158936
	Iteration 324Q: 3 clusters Score -1.528808e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 182329 members 
Entering Unmasked Estep 
Score: -15288064.000000 Penalty: 1160.158936
	Iteration 325Q: 3 clusters Score -1.528806e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 182120 members 
Entering Unmasked Estep 
Score: -15288059.000000 Penalty: 1160.158936
	Iteration 326Q: 3 clusters Score -1.528806e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162337 members 
Mstep: Class 2 contains 181870 members 
Entering Unmasked Estep 
Score: -15288075.000000 Penalty: 1160.158936
	Iteration 327Q: 3 clusters Score -1.528808e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 181608 members 
Entering Unmasked Estep 
Score: -15288051.000000 Penalty: 1160.158936
	Iteration 328Q: 3 clusters Score -1.528805e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 181323 members 
Entering Unmasked Estep 
Score: -15288019.000000 Penalty: 1160.158936
	Iteration 329Q: 3 clusters Score -1.528802e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163156 members 
Mstep: Class 2 contains 181051 members 
Entering Unmasked Estep 
Score: -15288052.000000 Penalty: 1160.158936
	Iteration 330Q: 3 clusters Score -1.528805e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 180747 members 
Entering Unmasked Estep 
Score: -15288039.000000 Penalty: 1160.158936
	Iteration 331Q: 3 clusters Score -1.528804e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 180448 members 
Entering Unmasked Estep 
Score: -15288015.000000 Penalty: 1160.158936
	Iteration 332Q: 3 clusters Score -1.528802e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164066 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -15287994.000000 Penalty: 1160.158936
	Iteration 333Q: 3 clusters Score -1.528799e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -15287974.000000 Penalty: 1160.158936
	Iteration 334Q: 3 clusters Score -1.528797e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -15287981.000000 Penalty: 1160.158936
	Iteration 335Q: 3 clusters Score -1.528798e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 179289 members 
Entering Unmasked Estep 
Score: -15287943.000000 Penalty: 1160.158936
	Iteration 336Q: 3 clusters Score -1.528794e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -15287935.000000 Penalty: 1160.158936
	Iteration 337Q: 3 clusters Score -1.528794e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 178622 members 
Entering Unmasked Estep 
Score: -15287914.000000 Penalty: 1160.158936
	Iteration 338Q: 3 clusters Score -1.528791e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165956 members 
Mstep: Class 2 contains 178251 members 
Entering Unmasked Estep 
Score: -15287958.000000 Penalty: 1160.158936
	Iteration 339Q: 3 clusters Score -1.528796e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 177894 members 
Entering Unmasked Estep 
Score: -15287932.000000 Penalty: 1160.158936
	Iteration 340F: 3 clusters Score -1.528793e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 177531 members 
Entering Unmasked Estep 
Score: -15287883.000000 Penalty: 1160.158936
	Iteration 341Q: 3 clusters Score -1.528788e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -15287898.000000 Penalty: 1160.158936
	Iteration 342Q: 3 clusters Score -1.52879e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 176741 members 
Entering Unmasked Estep 
Score: -15287912.000000 Penalty: 1160.158936
	Iteration 343Q: 3 clusters Score -1.528791e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 176300 members 
Entering Unmasked Estep 
Score: -15287935.000000 Penalty: 1160.158936
	Iteration 344Q: 3 clusters Score -1.528794e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -15287894.000000 Penalty: 1160.158936
	Iteration 345Q: 3 clusters Score -1.528789e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -15287918.000000 Penalty: 1160.158936
	Iteration 346Q: 3 clusters Score -1.528792e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -15287914.000000 Penalty: 1160.158936
	Iteration 347Q: 3 clusters Score -1.528791e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -15287926.000000 Penalty: 1160.158936
	Iteration 348Q: 3 clusters Score -1.528793e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -15287870.000000 Penalty: 1160.158936
	Iteration 349Q: 3 clusters Score -1.528787e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 173122 members 
Entering Unmasked Estep 
Score: -15287877.000000 Penalty: 1160.158936
	Iteration 350Q: 3 clusters Score -1.528788e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171677 members 
Mstep: Class 2 contains 172530 members 
Entering Unmasked Estep 
Score: -15287880.000000 Penalty: 1160.158936
	Iteration 351Q: 3 clusters Score -1.528788e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -15287858.000000 Penalty: 1160.158936
	Iteration 352Q: 3 clusters Score -1.528786e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -15287871.000000 Penalty: 1160.158936
	Iteration 353Q: 3 clusters Score -1.528787e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -15287873.000000 Penalty: 1160.158936
	Iteration 354Q: 3 clusters Score -1.528787e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -15287920.000000 Penalty: 1160.158936
	Iteration 355Q: 3 clusters Score -1.528792e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 169716 members 
Entering Unmasked Estep 
Score: -15287957.000000 Penalty: 1160.158936
	Iteration 356Q: 3 clusters Score -1.528796e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -15287972.000000 Penalty: 1160.158936
	Iteration 357Q: 3 clusters Score -1.528797e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 168506 members 
Entering Unmasked Estep 
Score: -15288030.000000 Penalty: 1160.158936
	Iteration 358Q: 3 clusters Score -1.528803e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 167880 members 
Entering Unmasked Estep 
Score: -15288000.000000 Penalty: 1160.158936
	Iteration 359Q: 3 clusters Score -1.5288e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -15288002.000000 Penalty: 1160.158936
	Iteration 360F: 3 clusters Score -1.5288e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -15287937.000000 Penalty: 1160.158936
	Iteration 361Q: 3 clusters Score -1.528794e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -15287936.000000 Penalty: 1160.158936
	Iteration 362Q: 3 clusters Score -1.528794e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -15287991.000000 Penalty: 1160.158936
	Iteration 363Q: 3 clusters Score -1.528799e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179684 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -15287978.000000 Penalty: 1160.158936
	Iteration 364Q: 3 clusters Score -1.528798e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 163814 members 
Entering Unmasked Estep 
Score: -15287998.000000 Penalty: 1160.158936
	Iteration 365Q: 3 clusters Score -1.5288e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181066 members 
Mstep: Class 2 contains 163141 members 
Entering Unmasked Estep 
Score: -15288025.000000 Penalty: 1160.158936
	Iteration 366Q: 3 clusters Score -1.528802e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -15288001.000000 Penalty: 1160.158936
	Iteration 367Q: 3 clusters Score -1.5288e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182342 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -15287958.000000 Penalty: 1160.158936
	Iteration 368Q: 3 clusters Score -1.528796e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -15287970.000000 Penalty: 1160.158936
	Iteration 369Q: 3 clusters Score -1.528797e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183601 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -15287994.000000 Penalty: 1160.158936
	Iteration 370Q: 3 clusters Score -1.528799e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -15288002.000000 Penalty: 1160.158936
	Iteration 371Q: 3 clusters Score -1.5288e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184866 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -15288054.000000 Penalty: 1160.158936
	Iteration 372Q: 3 clusters Score -1.528805e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185434 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -15288026.000000 Penalty: 1160.158936
	Iteration 373Q: 3 clusters Score -1.528803e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185989 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -15288020.000000 Penalty: 1160.158936
	Iteration 374Q: 3 clusters Score -1.528802e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -15288033.000000 Penalty: 1160.158936
	Iteration 375Q: 3 clusters Score -1.528803e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -15287999.000000 Penalty: 1160.158936
	Iteration 376Q: 3 clusters Score -1.5288e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -15288018.000000 Penalty: 1160.158936
	Iteration 377Q: 3 clusters Score -1.528802e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -15287999.000000 Penalty: 1160.158936
	Iteration 378Q: 3 clusters Score -1.5288e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188614 members 
Mstep: Class 2 contains 155593 members 
Entering Unmasked Estep 
Score: -15287966.000000 Penalty: 1160.158936
	Iteration 379Q: 3 clusters Score -1.528797e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -15287955.000000 Penalty: 1160.158936
	Iteration 380F: 3 clusters Score -1.528796e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -15287959.000000 Penalty: 1160.158936
	Iteration 381Q: 3 clusters Score -1.528796e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190030 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -15287956.000000 Penalty: 1160.158936
	Iteration 382Q: 3 clusters Score -1.528796e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190504 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -15287914.000000 Penalty: 1160.158936
	Iteration 383Q: 3 clusters Score -1.528791e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191000 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -15287919.000000 Penalty: 1160.158936
	Iteration 384Q: 3 clusters Score -1.528792e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191520 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -15287932.000000 Penalty: 1160.158936
	Iteration 385Q: 3 clusters Score -1.528793e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191981 members 
Mstep: Class 2 contains 152226 members 
Entering Unmasked Estep 
Score: -15287963.000000 Penalty: 1160.158936
	Iteration 386Q: 3 clusters Score -1.528796e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192477 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -15287960.000000 Penalty: 1160.158936
	Iteration 387Q: 3 clusters Score -1.528796e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -15287972.000000 Penalty: 1160.158936
	Iteration 388Q: 3 clusters Score -1.528797e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193535 members 
Mstep: Class 2 contains 150672 members 
Entering Unmasked Estep 
Score: -15288013.000000 Penalty: 1160.158936
	Iteration 389Q: 3 clusters Score -1.528801e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 150098 members 
Entering Unmasked Estep 
Score: -15288024.000000 Penalty: 1160.158936
	Iteration 390Q: 3 clusters Score -1.528802e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -15288012.000000 Penalty: 1160.158936
	Iteration 391Q: 3 clusters Score -1.528801e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195260 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -15288054.000000 Penalty: 1160.158936
	Iteration 392Q: 3 clusters Score -1.528805e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195805 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -15288084.000000 Penalty: 1160.158936
	Iteration 393Q: 3 clusters Score -1.528808e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196373 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -15288126.000000 Penalty: 1160.158936
	Iteration 394Q: 3 clusters Score -1.528813e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196999 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -15288164.000000 Penalty: 1160.158936
	Iteration 395Q: 3 clusters Score -1.528816e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197617 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -15288158.000000 Penalty: 1160.158936
	Iteration 396Q: 3 clusters Score -1.528816e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198234 members 
Mstep: Class 2 contains 145973 members 
Entering Unmasked Estep 
Score: -15288118.000000 Penalty: 1160.158936
	Iteration 397Q: 3 clusters Score -1.528812e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198835 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -15288131.000000 Penalty: 1160.158936
	Iteration 398Q: 3 clusters Score -1.528813e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199423 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -15288061.000000 Penalty: 1160.158936
	Iteration 399Q: 3 clusters Score -1.528806e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199990 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -15288059.000000 Penalty: 1160.158936
	Iteration 400F: 3 clusters Score -1.528806e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 143701 members 
Entering Unmasked Estep 
Score: -15288074.000000 Penalty: 1160.158936
	Iteration 401Q: 3 clusters Score -1.528807e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201058 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -15288046.000000 Penalty: 1160.158936
	Iteration 402Q: 3 clusters Score -1.528805e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201630 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -15288052.000000 Penalty: 1160.158936
	Iteration 403Q: 3 clusters Score -1.528805e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202219 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -15288031.000000 Penalty: 1160.158936
	Iteration 404Q: 3 clusters Score -1.528803e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202805 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -15288110.000000 Penalty: 1160.158936
	Iteration 405Q: 3 clusters Score -1.528811e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203443 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -15288076.000000 Penalty: 1160.158936
	Iteration 406Q: 3 clusters Score -1.528808e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204001 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -15288007.000000 Penalty: 1160.158936
	Iteration 407Q: 3 clusters Score -1.528801e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204575 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -15287998.000000 Penalty: 1160.158936
	Iteration 408Q: 3 clusters Score -1.5288e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205178 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -15287941.000000 Penalty: 1160.158936
	Iteration 409Q: 3 clusters Score -1.528794e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205869 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -15287889.000000 Penalty: 1160.158936
	Iteration 410Q: 3 clusters Score -1.528789e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -15287893.000000 Penalty: 1160.158936
	Iteration 411Q: 3 clusters Score -1.528789e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207302 members 
Mstep: Class 2 contains 136905 members 
Entering Unmasked Estep 
Score: -15287835.000000 Penalty: 1160.158936
	Iteration 412Q: 3 clusters Score -1.528784e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208106 members 
Mstep: Class 2 contains 136101 members 
Entering Unmasked Estep 
Score: -15287917.000000 Penalty: 1160.158936
	Iteration 413Q: 3 clusters Score -1.528792e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208890 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -15287875.000000 Penalty: 1160.158936
	Iteration 414Q: 3 clusters Score -1.528788e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209693 members 
Mstep: Class 2 contains 134514 members 
Entering Unmasked Estep 
Score: -15287894.000000 Penalty: 1160.158936
	Iteration 415Q: 3 clusters Score -1.528789e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210434 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -15287941.000000 Penalty: 1160.158936
	Iteration 416Q: 3 clusters Score -1.528794e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -15287967.000000 Penalty: 1160.158936
	Iteration 417Q: 3 clusters Score -1.528797e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212035 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -15288019.000000 Penalty: 1160.158936
	Iteration 418Q: 3 clusters Score -1.528802e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212818 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -15288037.000000 Penalty: 1160.158936
	Iteration 419Q: 3 clusters Score -1.528804e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213677 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -15287994.000000 Penalty: 1160.158936
	Iteration 420F: 3 clusters Score -1.528799e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -15287977.000000 Penalty: 1160.158936
	Iteration 421Q: 3 clusters Score -1.528798e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215314 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -15287962.000000 Penalty: 1160.158936
	Iteration 422Q: 3 clusters Score -1.528796e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216068 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -15287961.000000 Penalty: 1160.158936
	Iteration 423Q: 3 clusters Score -1.528796e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216820 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -15287917.000000 Penalty: 1160.158936
	Iteration 424Q: 3 clusters Score -1.528792e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217587 members 
Mstep: Class 2 contains 126620 members 
Entering Unmasked Estep 
Score: -15287915.000000 Penalty: 1160.158936
	Iteration 425Q: 3 clusters Score -1.528792e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218395 members 
Mstep: Class 2 contains 125812 members 
Entering Unmasked Estep 
Score: -15287990.000000 Penalty: 1160.158936
	Iteration 426Q: 3 clusters Score -1.528799e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219234 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -15287961.000000 Penalty: 1160.158936
	Iteration 427Q: 3 clusters Score -1.528796e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220025 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -15287989.000000 Penalty: 1160.158936
	Iteration 428Q: 3 clusters Score -1.528799e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220851 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -15287946.000000 Penalty: 1160.158936
	Iteration 429Q: 3 clusters Score -1.528795e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221663 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -15287945.000000 Penalty: 1160.158936
	Iteration 430Q: 3 clusters Score -1.528794e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222548 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -15288024.000000 Penalty: 1160.158936
	Iteration 431Q: 3 clusters Score -1.528802e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223423 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -15288077.000000 Penalty: 1160.158936
	Iteration 432Q: 3 clusters Score -1.528808e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224286 members 
Mstep: Class 2 contains 119921 members 
Entering Unmasked Estep 
Score: -15288056.000000 Penalty: 1160.158936
	Iteration 433Q: 3 clusters Score -1.528806e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225157 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -15288071.000000 Penalty: 1160.158936
	Iteration 434Q: 3 clusters Score -1.528807e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225993 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -15288083.000000 Penalty: 1160.158936
	Iteration 435Q: 3 clusters Score -1.528808e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226882 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -15288114.000000 Penalty: 1160.158936
	Iteration 436Q: 3 clusters Score -1.528811e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227734 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -15288164.000000 Penalty: 1160.158936
	Iteration 437Q: 3 clusters Score -1.528816e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228641 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -15288213.000000 Penalty: 1160.158936
	Iteration 438Q: 3 clusters Score -1.528821e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229570 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -15288215.000000 Penalty: 1160.158936
	Iteration 439Q: 3 clusters Score -1.528822e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230522 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -15288184.000000 Penalty: 1160.158936
	Iteration 440F: 3 clusters Score -1.528818e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231516 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -15288179.000000 Penalty: 1160.158936
	Iteration 441Q: 3 clusters Score -1.528818e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232430 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -15288215.000000 Penalty: 1160.158936
	Iteration 442Q: 3 clusters Score -1.528822e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -15288238.000000 Penalty: 1160.158936
	Iteration 443Q: 3 clusters Score -1.528824e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234250 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -15288202.000000 Penalty: 1160.158936
	Iteration 444Q: 3 clusters Score -1.52882e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235162 members 
Mstep: Class 2 contains 109045 members 
Entering Unmasked Estep 
Score: -15288225.000000 Penalty: 1160.158936
	Iteration 445Q: 3 clusters Score -1.528822e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236108 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -15288229.000000 Penalty: 1160.158936
	Iteration 446Q: 3 clusters Score -1.528823e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237040 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -15288243.000000 Penalty: 1160.158936
	Iteration 447Q: 3 clusters Score -1.528824e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237991 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -15288227.000000 Penalty: 1160.158936
	Iteration 448Q: 3 clusters Score -1.528823e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238899 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -15288270.000000 Penalty: 1160.158936
	Iteration 449Q: 3 clusters Score -1.528827e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239817 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -15288316.000000 Penalty: 1160.158936
	Iteration 450Q: 3 clusters Score -1.528832e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240724 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -15288313.000000 Penalty: 1160.158936
	Iteration 451Q: 3 clusters Score -1.528831e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241646 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -15288324.000000 Penalty: 1160.158936
	Iteration 452Q: 3 clusters Score -1.528832e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242579 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -15288375.000000 Penalty: 1160.158936
	Iteration 453Q: 3 clusters Score -1.528838e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243495 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -15288419.000000 Penalty: 1160.158936
	Iteration 454Q: 3 clusters Score -1.528842e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244481 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15288421.000000 Penalty: 1160.158936
	Iteration 455Q: 3 clusters Score -1.528842e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245485 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -15288460.000000 Penalty: 1160.158936
	Iteration 456Q: 3 clusters Score -1.528846e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246495 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -15288509.000000 Penalty: 1160.158936
	Iteration 457Q: 3 clusters Score -1.528851e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247534 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -15288643.000000 Penalty: 1160.158936
	Iteration 458Q: 3 clusters Score -1.528864e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248609 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -15288737.000000 Penalty: 1160.158936
	Iteration 459Q: 3 clusters Score -1.528874e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249671 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -15288741.000000 Penalty: 1160.158936
	Iteration 460F: 3 clusters Score -1.528874e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250774 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -15288826.000000 Penalty: 1160.158936
	Iteration 461Q: 3 clusters Score -1.528883e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251874 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -15288803.000000 Penalty: 1160.158936
	Iteration 462Q: 3 clusters Score -1.52888e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253000 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -15288833.000000 Penalty: 1160.158936
	Iteration 463Q: 3 clusters Score -1.528883e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254054 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -15288753.000000 Penalty: 1160.158936
	Iteration 464Q: 3 clusters Score -1.528875e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255161 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -15288770.000000 Penalty: 1160.158936
	Iteration 465Q: 3 clusters Score -1.528877e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256200 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -15288804.000000 Penalty: 1160.158936
	Iteration 466Q: 3 clusters Score -1.52888e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257285 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -15288850.000000 Penalty: 1160.158936
	Iteration 467Q: 3 clusters Score -1.528885e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258381 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -15288859.000000 Penalty: 1160.158936
	Iteration 468Q: 3 clusters Score -1.528886e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259499 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -15288889.000000 Penalty: 1160.158936
	Iteration 469Q: 3 clusters Score -1.528889e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260584 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -15288924.000000 Penalty: 1160.158936
	Iteration 470Q: 3 clusters Score -1.528892e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261651 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -15288993.000000 Penalty: 1160.158936
	Iteration 471Q: 3 clusters Score -1.528899e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262708 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -15288990.000000 Penalty: 1160.158936
	Iteration 472Q: 3 clusters Score -1.528899e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263754 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -15289078.000000 Penalty: 1160.158936
	Iteration 473Q: 3 clusters Score -1.528908e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264872 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -15289113.000000 Penalty: 1160.158936
	Iteration 474Q: 3 clusters Score -1.528911e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266028 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -15289191.000000 Penalty: 1160.158936
	Iteration 475Q: 3 clusters Score -1.528919e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267231 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -15289228.000000 Penalty: 1160.158936
	Iteration 476Q: 3 clusters Score -1.528923e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268403 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -15289284.000000 Penalty: 1160.158936
	Iteration 477Q: 3 clusters Score -1.528928e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269660 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -15289347.000000 Penalty: 1160.158936
	Iteration 478Q: 3 clusters Score -1.528935e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270858 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -15289381.000000 Penalty: 1160.158936
	Iteration 479Q: 3 clusters Score -1.528938e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272109 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -15289494.000000 Penalty: 1160.158936
	Iteration 480F: 3 clusters Score -1.528949e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273402 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -15289551.000000 Penalty: 1160.158936
	Iteration 481Q: 3 clusters Score -1.528955e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274695 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -15289591.000000 Penalty: 1160.158936
	Iteration 482Q: 3 clusters Score -1.528959e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275976 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -15289685.000000 Penalty: 1160.158936
	Iteration 483Q: 3 clusters Score -1.528968e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277246 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -15289774.000000 Penalty: 1160.158936
	Iteration 484Q: 3 clusters Score -1.528977e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278593 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -15289795.000000 Penalty: 1160.158936
	Iteration 485Q: 3 clusters Score -1.52898e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280017 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 1160.158936
	Iteration 486Q: 3 clusters Score -1.528997e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281473 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -15289977.000000 Penalty: 1160.158936
	Iteration 487Q: 3 clusters Score -1.528998e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282982 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -15290123.000000 Penalty: 1160.158936
	Iteration 488Q: 3 clusters Score -1.529012e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284468 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -15290119.000000 Penalty: 1160.158936
	Iteration 489Q: 3 clusters Score -1.529012e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285891 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -15290077.000000 Penalty: 1160.158936
	Iteration 490Q: 3 clusters Score -1.529008e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287304 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -15289990.000000 Penalty: 1160.158936
	Iteration 491Q: 3 clusters Score -1.528999e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288718 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -15290001.000000 Penalty: 1160.158936
	Iteration 492Q: 3 clusters Score -1.529e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290101 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -15289976.000000 Penalty: 1160.158936
	Iteration 493Q: 3 clusters Score -1.528998e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291423 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -15289865.000000 Penalty: 1160.158936
	Iteration 494Q: 3 clusters Score -1.528986e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292751 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -15289789.000000 Penalty: 1160.158936
	Iteration 495Q: 3 clusters Score -1.528979e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294065 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -15289729.000000 Penalty: 1160.158936
	Iteration 496Q: 3 clusters Score -1.528973e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295343 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -15289696.000000 Penalty: 1160.158936
	Iteration 497Q: 3 clusters Score -1.52897e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296579 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -15289580.000000 Penalty: 1160.158936
	Iteration 498Q: 3 clusters Score -1.528958e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297876 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -15289506.000000 Penalty: 1160.158936
	Iteration 499Q: 3 clusters Score -1.528951e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299160 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -15289432.000000 Penalty: 1160.158936
	Iteration 500F: 3 clusters Score -1.528943e+07 nChanged 1290
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 300434 members 
Mstep: Class 4 contains 199 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 44877 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 106928 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 224758 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 210987 members 
Mstep: Class 24 contains 43773 members 
Entering Unmasked Estep 
Score: -46937516.000000 Penalty: 15206.294922
Splitting cluster 3 changes total score from -46932284.000000 to -46937516.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -5743.413574 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -5743.414 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 100 members 
Entering Unmasked Estep 
Score: -5514.192383 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -5514.192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5674.601074 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -5674.601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5733.429199 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -5733.429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5743.508301 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -5743.508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5747.969727 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -5747.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5748.866699 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -5748.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5753.648438 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -5753.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5753.648438 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -5753.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 300434 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 44877 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 106928 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 224758 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 210987 members 
Mstep: Class 24 contains 43773 members 
Mstep: Class 25 contains 100 members 
Entering Unmasked Estep 
Score: -46937136.000000 Penalty: 15839.890625
Splitting cluster 4 changes total score from -46932284.000000 to -46937136.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -28311.027344 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -28311.03 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 303 members 
Entering Unmasked Estep 
Score: -27750.525391 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -27750.53 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27908.335938 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -27908.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27942.277344 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -27942.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27957.716797 Penalty: 581.664490
	Iteration 3Q: 3 clusters Score -27957.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27966.369141 Penalty: 581.664490
	Iteration 4Q: 3 clusters Score -27966.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27969.023438 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -27969.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27969.501953 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -27969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27970.716797 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -27970.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27971.232422 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -27971.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27973.535156 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -27973.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27976.324219 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -27976.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27979.128906 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -27979.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27979.796875 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -27979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27980.423828 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -27980.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27980.558594 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -27980.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27980.982422 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -27980.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27980.982422 Penalty: 581.664490
	Iteration 16F: 3 clusters Score -27980.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Entering Unmasked Estep 
Score: -1097590.375000 Penalty: 461.580597
	Iteration 0F: 2 clusters Score -1097590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1080472.875000 Penalty: 923.161194
	Iteration 0F: 3 clusters Score -1080473 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1087591.125000 Penalty: 923.161194
	Iteration 1F: 3 clusters Score -1087591 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1087985.375000 Penalty: 923.161194
	Iteration 2Q: 3 clusters Score -1087985 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1088599.000000 Penalty: 923.161194
	Iteration 3Q: 3 clusters Score -1088599 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1089533.000000 Penalty: 923.161194
	Iteration 4F: 3 clusters Score -1089533 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1090983.250000 Penalty: 923.161194
	Iteration 5F: 3 clusters Score -1090983 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1092686.750000 Penalty: 923.161194
	Iteration 6F: 3 clusters Score -1092687 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1093890.875000 Penalty: 923.161194
	Iteration 7F: 3 clusters Score -1093891 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1094501.875000 Penalty: 923.161194
	Iteration 8Q: 3 clusters Score -1094502 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1094887.625000 Penalty: 923.161194
	Iteration 9Q: 3 clusters Score -1094888 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1095249.500000 Penalty: 923.161194
	Iteration 10Q: 3 clusters Score -1095250 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1095644.625000 Penalty: 923.161194
	Iteration 11Q: 3 clusters Score -1095645 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1096071.250000 Penalty: 923.161194
	Iteration 12Q: 3 clusters Score -1096071 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1096429.000000 Penalty: 923.161194
	Iteration 13Q: 3 clusters Score -1096429 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1096668.125000 Penalty: 923.161194
	Iteration 14Q: 3 clusters Score -1096668 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1096810.000000 Penalty: 923.161194
	Iteration 15Q: 3 clusters Score -1096810 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1096891.250000 Penalty: 923.161194
	Iteration 16Q: 3 clusters Score -1096891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1096933.750000 Penalty: 923.161194
	Iteration 17Q: 3 clusters Score -1096934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1096948.875000 Penalty: 923.161194
	Iteration 18Q: 3 clusters Score -1096949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1096964.875000 Penalty: 923.161194
	Iteration 19Q: 3 clusters Score -1096965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1096979.000000 Penalty: 923.161194
	Iteration 20F: 3 clusters Score -1096979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1096986.750000 Penalty: 923.161194
	Iteration 21Q: 3 clusters Score -1096987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1096987.625000 Penalty: 923.161194
	Iteration 22Q: 3 clusters Score -1096988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1096987.125000 Penalty: 923.161194
	Iteration 23Q: 3 clusters Score -1096987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1096986.500000 Penalty: 923.161194
	Iteration 24Q: 3 clusters Score -1096986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1096987.250000 Penalty: 923.161194
	Iteration 25Q: 3 clusters Score -1096987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1096989.750000 Penalty: 923.161194
	Iteration 26Q: 3 clusters Score -1096990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1096988.875000 Penalty: 923.161194
	Iteration 27Q: 3 clusters Score -1096989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1096989.750000 Penalty: 923.161194
	Iteration 28Q: 3 clusters Score -1096990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1096989.750000 Penalty: 923.161194
	Iteration 29Q: 3 clusters Score -1096990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1096989.375000 Penalty: 923.161194
	Iteration 30Q: 3 clusters Score -1096989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1096993.500000 Penalty: 923.161194
	Iteration 31Q: 3 clusters Score -1096994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1096992.125000 Penalty: 923.161194
	Iteration 32Q: 3 clusters Score -1096992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1096989.875000 Penalty: 923.161194
	Iteration 33Q: 3 clusters Score -1096990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1096992.000000 Penalty: 923.161194
	Iteration 34Q: 3 clusters Score -1096992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1096990.000000 Penalty: 923.161194
	Iteration 35Q: 3 clusters Score -1096990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1096990.000000 Penalty: 923.161194
	Iteration 36F: 3 clusters Score -1096990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -32189.662109 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -32189.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31620.392578 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -31620.39 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31759.535156 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -31759.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31798.908203 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -31798.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31819.771484 Penalty: 583.624756
	Iteration 3Q: 3 clusters Score -31819.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -31837.265625 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -31837.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -31845.501953 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -31845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31850.425781 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -31850.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -31856.316406 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -31856.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31862.279297 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -31862.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -31869.578125 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -31869.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -31875.001953 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -31875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31878.953125 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -31878.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31882.482422 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -31882.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31884.193359 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -31884.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31884.746094 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -31884.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31886.867188 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -31886.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31888.953125 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -31888.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31891.507812 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -31891.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31893.242188 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -31893.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31893.927734 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -31893.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31893.927734 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -31893.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Entering Unmasked Estep 
Score: -957506.375000 Penalty: 455.698059
	Iteration 0F: 2 clusters Score -957506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -942538.687500 Penalty: 911.396118
	Iteration 0F: 3 clusters Score -942538.7 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -948807.062500 Penalty: 911.396118
	Iteration 1F: 3 clusters Score -948807.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -949281.625000 Penalty: 911.396118
	Iteration 2Q: 3 clusters Score -949281.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -949898.687500 Penalty: 911.396118
	Iteration 3F: 3 clusters Score -949898.7 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -950690.625000 Penalty: 911.396118
	Iteration 4F: 3 clusters Score -950690.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -951726.437500 Penalty: 911.396118
	Iteration 5F: 3 clusters Score -951726.4 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -952858.062500 Penalty: 911.396118
	Iteration 6F: 3 clusters Score -952858.1 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -953788.625000 Penalty: 911.396118
	Iteration 7F: 3 clusters Score -953788.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -954406.875000 Penalty: 911.396118
	Iteration 8Q: 3 clusters Score -954406.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -954849.562500 Penalty: 911.396118
	Iteration 9Q: 3 clusters Score -954849.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -955188.000000 Penalty: 911.396118
	Iteration 10Q: 3 clusters Score -955188 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -955475.562500 Penalty: 911.396118
	Iteration 11Q: 3 clusters Score -955475.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -955771.625000 Penalty: 911.396118
	Iteration 12Q: 3 clusters Score -955771.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -956052.750000 Penalty: 911.396118
	Iteration 13Q: 3 clusters Score -956052.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -956323.937500 Penalty: 911.396118
	Iteration 14Q: 3 clusters Score -956323.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -956566.187500 Penalty: 911.396118
	Iteration 15Q: 3 clusters Score -956566.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -956753.625000 Penalty: 911.396118
	Iteration 16Q: 3 clusters Score -956753.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -956877.625000 Penalty: 911.396118
	Iteration 17Q: 3 clusters Score -956877.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -956966.125000 Penalty: 911.396118
	Iteration 18Q: 3 clusters Score -956966.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -957021.937500 Penalty: 911.396118
	Iteration 19Q: 3 clusters Score -957021.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -957057.062500 Penalty: 911.396118
	Iteration 20F: 3 clusters Score -957057.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -957080.250000 Penalty: 911.396118
	Iteration 21Q: 3 clusters Score -957080.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -957098.562500 Penalty: 911.396118
	Iteration 22Q: 3 clusters Score -957098.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -957118.375000 Penalty: 911.396118
	Iteration 23Q: 3 clusters Score -957118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -957129.500000 Penalty: 911.396118
	Iteration 24Q: 3 clusters Score -957129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -957133.625000 Penalty: 911.396118
	Iteration 25Q: 3 clusters Score -957133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -957139.250000 Penalty: 911.396118
	Iteration 26Q: 3 clusters Score -957139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -957144.375000 Penalty: 911.396118
	Iteration 27Q: 3 clusters Score -957144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -957147.812500 Penalty: 911.396118
	Iteration 28Q: 3 clusters Score -957147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -957153.375000 Penalty: 911.396118
	Iteration 29Q: 3 clusters Score -957153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -957156.937500 Penalty: 911.396118
	Iteration 30Q: 3 clusters Score -957156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -957159.000000 Penalty: 911.396118
	Iteration 31Q: 3 clusters Score -957159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -957163.250000 Penalty: 911.396118
	Iteration 32Q: 3 clusters Score -957163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -957164.812500 Penalty: 911.396118
	Iteration 33Q: 3 clusters Score -957164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -957165.187500 Penalty: 911.396118
	Iteration 34Q: 3 clusters Score -957165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -957164.937500 Penalty: 911.396118
	Iteration 35Q: 3 clusters Score -957164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -957165.062500 Penalty: 911.396118
	Iteration 36Q: 3 clusters Score -957165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -957167.250000 Penalty: 911.396118
	Iteration 37Q: 3 clusters Score -957167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -957169.875000 Penalty: 911.396118
	Iteration 38Q: 3 clusters Score -957169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -957173.062500 Penalty: 911.396118
	Iteration 39Q: 3 clusters Score -957173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -957175.125000 Penalty: 911.396118
	Iteration 40F: 3 clusters Score -957175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -957175.437500 Penalty: 911.396118
	Iteration 41Q: 3 clusters Score -957175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -957175.750000 Penalty: 911.396118
	Iteration 42Q: 3 clusters Score -957175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -957175.937500 Penalty: 911.396118
	Iteration 43Q: 3 clusters Score -957175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -957175.937500 Penalty: 911.396118
	Iteration 44F: 3 clusters Score -957175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Entering Unmasked Estep 
Score: -629187.750000 Penalty: 435.031799
	Iteration 0F: 2 clusters Score -629187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -619704.875000 Penalty: 870.063599
	Iteration 0F: 3 clusters Score -619704.9 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -623499.437500 Penalty: 870.063599
	Iteration 1F: 3 clusters Score -623499.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -623645.312500 Penalty: 870.063599
	Iteration 2Q: 3 clusters Score -623645.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -623807.062500 Penalty: 870.063599
	Iteration 3Q: 3 clusters Score -623807.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -624001.937500 Penalty: 870.063599
	Iteration 4Q: 3 clusters Score -624001.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -624247.937500 Penalty: 870.063599
	Iteration 5Q: 3 clusters Score -624247.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -624588.312500 Penalty: 870.063599
	Iteration 6Q: 3 clusters Score -624588.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -625054.375000 Penalty: 870.063599
	Iteration 7F: 3 clusters Score -625054.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -625640.312500 Penalty: 870.063599
	Iteration 8F: 3 clusters Score -625640.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -626239.625000 Penalty: 870.063599
	Iteration 9F: 3 clusters Score -626239.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -626704.750000 Penalty: 870.063599
	Iteration 10Q: 3 clusters Score -626704.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -627034.500000 Penalty: 870.063599
	Iteration 11Q: 3 clusters Score -627034.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -627268.125000 Penalty: 870.063599
	Iteration 12Q: 3 clusters Score -627268.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -627482.375000 Penalty: 870.063599
	Iteration 13Q: 3 clusters Score -627482.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -627651.375000 Penalty: 870.063599
	Iteration 14Q: 3 clusters Score -627651.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -627805.375000 Penalty: 870.063599
	Iteration 15Q: 3 clusters Score -627805.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -627988.062500 Penalty: 870.063599
	Iteration 16Q: 3 clusters Score -627988.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -628147.875000 Penalty: 870.063599
	Iteration 17Q: 3 clusters Score -628147.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -628278.312500 Penalty: 870.063599
	Iteration 18Q: 3 clusters Score -628278.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -628396.875000 Penalty: 870.063599
	Iteration 19Q: 3 clusters Score -628396.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -628479.187500 Penalty: 870.063599
	Iteration 20F: 3 clusters Score -628479.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -628549.625000 Penalty: 870.063599
	Iteration 21Q: 3 clusters Score -628549.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -628615.937500 Penalty: 870.063599
	Iteration 22Q: 3 clusters Score -628615.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -628647.625000 Penalty: 870.063599
	Iteration 23Q: 3 clusters Score -628647.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -628676.562500 Penalty: 870.063599
	Iteration 24Q: 3 clusters Score -628676.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -628706.187500 Penalty: 870.063599
	Iteration 25Q: 3 clusters Score -628706.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -628722.437500 Penalty: 870.063599
	Iteration 26Q: 3 clusters Score -628722.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -628737.437500 Penalty: 870.063599
	Iteration 27Q: 3 clusters Score -628737.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -628750.937500 Penalty: 870.063599
	Iteration 28Q: 3 clusters Score -628750.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -628759.312500 Penalty: 870.063599
	Iteration 29Q: 3 clusters Score -628759.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -628766.500000 Penalty: 870.063599
	Iteration 30Q: 3 clusters Score -628766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -628775.375000 Penalty: 870.063599
	Iteration 31Q: 3 clusters Score -628775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -628783.312500 Penalty: 870.063599
	Iteration 32Q: 3 clusters Score -628783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -628795.750000 Penalty: 870.063599
	Iteration 33Q: 3 clusters Score -628795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -628800.875000 Penalty: 870.063599
	Iteration 34Q: 3 clusters Score -628800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -628803.687500 Penalty: 870.063599
	Iteration 35Q: 3 clusters Score -628803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -628808.312500 Penalty: 870.063599
	Iteration 36Q: 3 clusters Score -628808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -628813.375000 Penalty: 870.063599
	Iteration 37Q: 3 clusters Score -628813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -628818.812500 Penalty: 870.063599
	Iteration 38Q: 3 clusters Score -628818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -628820.812500 Penalty: 870.063599
	Iteration 39Q: 3 clusters Score -628820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -628821.937500 Penalty: 870.063599
	Iteration 40F: 3 clusters Score -628821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -44431.382812 Penalty: 322.825409
	Iteration 0F: 2 clusters Score -44431.38 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 612 members 
Entering Unmasked Estep 
Score: -43549.808594 Penalty: 645.650818
	Iteration 0F: 3 clusters Score -43549.81 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43828.656250 Penalty: 645.650818
	Iteration 1F: 3 clusters Score -43828.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -43865.468750 Penalty: 645.650818
	Iteration 2F: 3 clusters Score -43865.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43887.281250 Penalty: 645.650818
	Iteration 3Q: 3 clusters Score -43887.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43902.785156 Penalty: 645.650818
	Iteration 4Q: 3 clusters Score -43902.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43919.578125 Penalty: 645.650818
	Iteration 5Q: 3 clusters Score -43919.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43931.203125 Penalty: 645.650818
	Iteration 6Q: 3 clusters Score -43931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43936.722656 Penalty: 645.650818
	Iteration 7Q: 3 clusters Score -43936.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43941.460938 Penalty: 645.650818
	Iteration 8Q: 3 clusters Score -43941.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43947.843750 Penalty: 645.650818
	Iteration 9Q: 3 clusters Score -43947.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43957.023438 Penalty: 645.650818
	Iteration 10Q: 3 clusters Score -43957.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43964.484375 Penalty: 645.650818
	Iteration 11Q: 3 clusters Score -43964.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43970.632812 Penalty: 645.650818
	Iteration 12Q: 3 clusters Score -43970.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43975.312500 Penalty: 645.650818
	Iteration 13Q: 3 clusters Score -43975.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43979.031250 Penalty: 645.650818
	Iteration 14Q: 3 clusters Score -43979.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43981.667969 Penalty: 645.650818
	Iteration 15Q: 3 clusters Score -43981.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43985.351562 Penalty: 645.650818
	Iteration 16Q: 3 clusters Score -43985.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43991.210938 Penalty: 645.650818
	Iteration 17Q: 3 clusters Score -43991.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43998.000000 Penalty: 645.650818
	Iteration 18Q: 3 clusters Score -43998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44010.707031 Penalty: 645.650818
	Iteration 19Q: 3 clusters Score -44010.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44025.800781 Penalty: 645.650818
	Iteration 20F: 3 clusters Score -44025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44046.199219 Penalty: 645.650818
	Iteration 21Q: 3 clusters Score -44046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44078.574219 Penalty: 645.650818
	Iteration 22Q: 3 clusters Score -44078.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44094.664062 Penalty: 645.650818
	Iteration 23Q: 3 clusters Score -44094.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44102.226562 Penalty: 645.650818
	Iteration 24Q: 3 clusters Score -44102.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44105.519531 Penalty: 645.650818
	Iteration 25Q: 3 clusters Score -44105.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44109.855469 Penalty: 645.650818
	Iteration 26Q: 3 clusters Score -44109.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44113.226562 Penalty: 645.650818
	Iteration 27Q: 3 clusters Score -44113.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44115.964844 Penalty: 645.650818
	Iteration 28Q: 3 clusters Score -44115.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44119.660156 Penalty: 645.650818
	Iteration 29Q: 3 clusters Score -44119.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44123.585938 Penalty: 645.650818
	Iteration 30Q: 3 clusters Score -44123.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44127.855469 Penalty: 645.650818
	Iteration 31Q: 3 clusters Score -44127.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44130.789062 Penalty: 645.650818
	Iteration 32Q: 3 clusters Score -44130.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44132.941406 Penalty: 645.650818
	Iteration 33Q: 3 clusters Score -44132.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44134.839844 Penalty: 645.650818
	Iteration 34Q: 3 clusters Score -44134.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44142.589844 Penalty: 645.650818
	Iteration 35Q: 3 clusters Score -44142.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44145.546875 Penalty: 645.650818
	Iteration 36Q: 3 clusters Score -44145.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44148.273438 Penalty: 645.650818
	Iteration 37Q: 3 clusters Score -44148.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44149.765625 Penalty: 645.650818
	Iteration 38Q: 3 clusters Score -44149.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44150.171875 Penalty: 645.650818
	Iteration 39Q: 3 clusters Score -44150.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44150.171875 Penalty: 645.650818
	Iteration 40F: 3 clusters Score -44150.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Entering Unmasked Estep 
Score: -1974667.000000 Penalty: 487.381470
	Iteration 0F: 2 clusters Score -1974667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1944470.750000 Penalty: 974.762939
	Iteration 0F: 3 clusters Score -1944471 nChanged 21613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1957385.375000 Penalty: 974.762939
	Iteration 1F: 3 clusters Score -1957385 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1957939.250000 Penalty: 974.762939
	Iteration 2Q: 3 clusters Score -1957939 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1958924.000000 Penalty: 974.762939
	Iteration 3Q: 3 clusters Score -1958924 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1960633.375000 Penalty: 974.762939
	Iteration 4F: 3 clusters Score -1960633 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1963305.625000 Penalty: 974.762939
	Iteration 5F: 3 clusters Score -1963306 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1966433.625000 Penalty: 974.762939
	Iteration 6F: 3 clusters Score -1966434 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1968494.750000 Penalty: 974.762939
	Iteration 7F: 3 clusters Score -1968495 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1969480.500000 Penalty: 974.762939
	Iteration 8Q: 3 clusters Score -1969480 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1970071.375000 Penalty: 974.762939
	Iteration 9Q: 3 clusters Score -1970071 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1970513.250000 Penalty: 974.762939
	Iteration 10Q: 3 clusters Score -1970513 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1970952.125000 Penalty: 974.762939
	Iteration 11Q: 3 clusters Score -1970952 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1971313.500000 Penalty: 974.762939
	Iteration 12Q: 3 clusters Score -1971314 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1971627.250000 Penalty: 974.762939
	Iteration 13Q: 3 clusters Score -1971627 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1971928.000000 Penalty: 974.762939
	Iteration 14Q: 3 clusters Score -1971928 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1972231.875000 Penalty: 974.762939
	Iteration 15Q: 3 clusters Score -1972232 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1972505.000000 Penalty: 974.762939
	Iteration 16Q: 3 clusters Score -1972505 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1972798.125000 Penalty: 974.762939
	Iteration 17Q: 3 clusters Score -1972798 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1973107.625000 Penalty: 974.762939
	Iteration 18Q: 3 clusters Score -1973108 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1973426.875000 Penalty: 974.762939
	Iteration 19Q: 3 clusters Score -1973427 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1973720.625000 Penalty: 974.762939
	Iteration 20F: 3 clusters Score -1973721 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1973933.125000 Penalty: 974.762939
	Iteration 21Q: 3 clusters Score -1973933 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1974054.125000 Penalty: 974.762939
	Iteration 22Q: 3 clusters Score -1974054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1974102.500000 Penalty: 974.762939
	Iteration 23Q: 3 clusters Score -1974102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1974121.500000 Penalty: 974.762939
	Iteration 24Q: 3 clusters Score -1974122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1974138.250000 Penalty: 974.762939
	Iteration 25Q: 3 clusters Score -1974138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1974141.250000 Penalty: 974.762939
	Iteration 26Q: 3 clusters Score -1974141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1974154.375000 Penalty: 974.762939
	Iteration 27Q: 3 clusters Score -1974154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1974161.500000 Penalty: 974.762939
	Iteration 28Q: 3 clusters Score -1974162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1974160.750000 Penalty: 974.762939
	Iteration 29Q: 3 clusters Score -1974161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1974156.750000 Penalty: 974.762939
	Iteration 30Q: 3 clusters Score -1974157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1974161.750000 Penalty: 974.762939
	Iteration 31Q: 3 clusters Score -1974162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1974171.375000 Penalty: 974.762939
	Iteration 32Q: 3 clusters Score -1974171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1974174.000000 Penalty: 974.762939
	Iteration 33Q: 3 clusters Score -1974174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1974176.375000 Penalty: 974.762939
	Iteration 34Q: 3 clusters Score -1974176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1974173.625000 Penalty: 974.762939
	Iteration 35Q: 3 clusters Score -1974174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1974180.875000 Penalty: 974.762939
	Iteration 36Q: 3 clusters Score -1974181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1974185.375000 Penalty: 974.762939
	Iteration 37Q: 3 clusters Score -1974185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1974187.500000 Penalty: 974.762939
	Iteration 38Q: 3 clusters Score -1974188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1974184.625000 Penalty: 974.762939
	Iteration 39Q: 3 clusters Score -1974185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1974191.875000 Penalty: 974.762939
	Iteration 40F: 3 clusters Score -1974192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1974199.000000 Penalty: 974.762939
	Iteration 41Q: 3 clusters Score -1974199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1974198.875000 Penalty: 974.762939
	Iteration 42Q: 3 clusters Score -1974199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1974202.000000 Penalty: 974.762939
	Iteration 43Q: 3 clusters Score -1974202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1974203.250000 Penalty: 974.762939
	Iteration 44Q: 3 clusters Score -1974203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1974215.125000 Penalty: 974.762939
	Iteration 45Q: 3 clusters Score -1974215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1974207.500000 Penalty: 974.762939
	Iteration 46Q: 3 clusters Score -1974208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1974212.625000 Penalty: 974.762939
	Iteration 47Q: 3 clusters Score -1974213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1974215.000000 Penalty: 974.762939
	Iteration 48Q: 3 clusters Score -1974215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1974217.375000 Penalty: 974.762939
	Iteration 49Q: 3 clusters Score -1974217 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1974219.375000 Penalty: 974.762939
	Iteration 50Q: 3 clusters Score -1974219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1974225.500000 Penalty: 974.762939
	Iteration 51Q: 3 clusters Score -1974226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1974229.125000 Penalty: 974.762939
	Iteration 52Q: 3 clusters Score -1974229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1974236.125000 Penalty: 974.762939
	Iteration 53Q: 3 clusters Score -1974236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1974237.000000 Penalty: 974.762939
	Iteration 54Q: 3 clusters Score -1974237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1974244.125000 Penalty: 974.762939
	Iteration 55Q: 3 clusters Score -1974244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1974243.375000 Penalty: 974.762939
	Iteration 56Q: 3 clusters Score -1974243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1974254.000000 Penalty: 974.762939
	Iteration 57Q: 3 clusters Score -1974254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1974262.875000 Penalty: 974.762939
	Iteration 58Q: 3 clusters Score -1974263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1974270.000000 Penalty: 974.762939
	Iteration 59Q: 3 clusters Score -1974270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1974272.625000 Penalty: 974.762939
	Iteration 60F: 3 clusters Score -1974273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1974273.125000 Penalty: 974.762939
	Iteration 61Q: 3 clusters Score -1974273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1974278.375000 Penalty: 974.762939
	Iteration 62Q: 3 clusters Score -1974278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1974271.875000 Penalty: 974.762939
	Iteration 63Q: 3 clusters Score -1974272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1974273.125000 Penalty: 974.762939
	Iteration 64Q: 3 clusters Score -1974273 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1974283.250000 Penalty: 974.762939
	Iteration 65Q: 3 clusters Score -1974283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1974286.000000 Penalty: 974.762939
	Iteration 66Q: 3 clusters Score -1974286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1974288.250000 Penalty: 974.762939
	Iteration 67Q: 3 clusters Score -1974288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1974288.500000 Penalty: 974.762939
	Iteration 68Q: 3 clusters Score -1974288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1974289.125000 Penalty: 974.762939
	Iteration 69Q: 3 clusters Score -1974289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1974293.375000 Penalty: 974.762939
	Iteration 70Q: 3 clusters Score -1974293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1974286.875000 Penalty: 974.762939
	Iteration 71Q: 3 clusters Score -1974287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1974286.125000 Penalty: 974.762939
	Iteration 72Q: 3 clusters Score -1974286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1974283.500000 Penalty: 974.762939
	Iteration 73Q: 3 clusters Score -1974284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1974284.125000 Penalty: 974.762939
	Iteration 74Q: 3 clusters Score -1974284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1974288.125000 Penalty: 974.762939
	Iteration 75Q: 3 clusters Score -1974288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1974293.500000 Penalty: 974.762939
	Iteration 76Q: 3 clusters Score -1974294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1974295.125000 Penalty: 974.762939
	Iteration 77Q: 3 clusters Score -1974295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1974296.875000 Penalty: 974.762939
	Iteration 78Q: 3 clusters Score -1974297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1974295.250000 Penalty: 974.762939
	Iteration 79Q: 3 clusters Score -1974295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1974301.375000 Penalty: 974.762939
	Iteration 80F: 3 clusters Score -1974301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1974305.875000 Penalty: 974.762939
	Iteration 81Q: 3 clusters Score -1974306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1974302.625000 Penalty: 974.762939
	Iteration 82Q: 3 clusters Score -1974303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1974299.500000 Penalty: 974.762939
	Iteration 83Q: 3 clusters Score -1974300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1974302.875000 Penalty: 974.762939
	Iteration 84Q: 3 clusters Score -1974303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1974300.500000 Penalty: 974.762939
	Iteration 85Q: 3 clusters Score -1974300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1974301.625000 Penalty: 974.762939
	Iteration 86Q: 3 clusters Score -1974302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1974307.125000 Penalty: 974.762939
	Iteration 87Q: 3 clusters Score -1974307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1974307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1974310.000000 Penalty: 974.762939
	Iteration 89Q: 3 clusters Score -1974310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1974313.250000 Penalty: 974.762939
	Iteration 90Q: 3 clusters Score -1974313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1974315.250000 Penalty: 974.762939
	Iteration 91Q: 3 clusters Score -1974315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1974313.500000 Penalty: 974.762939
	Iteration 92Q: 3 clusters Score -1974314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1974315.750000 Penalty: 974.762939
	Iteration 93Q: 3 clusters Score -1974316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1974318.625000 Penalty: 974.762939
	Iteration 94Q: 3 clusters Score -1974319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1974315.125000 Penalty: 974.762939
	Iteration 95Q: 3 clusters Score -1974315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1974319.500000 Penalty: 974.762939
	Iteration 96Q: 3 clusters Score -1974320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1974317.125000 Penalty: 974.762939
	Iteration 97Q: 3 clusters Score -1974317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1974322.250000 Penalty: 974.762939
	Iteration 98Q: 3 clusters Score -1974322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1974322.125000 Penalty: 974.762939
	Iteration 99Q: 3 clusters Score -1974322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1974315.875000 Penalty: 974.762939
	Iteration 100F: 3 clusters Score -1974316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1974327.500000 Penalty: 974.762939
	Iteration 101Q: 3 clusters Score -1974328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1974333.875000 Penalty: 974.762939
	Iteration 102Q: 3 clusters Score -1974334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1974336.875000 Penalty: 974.762939
	Iteration 103Q: 3 clusters Score -1974337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1974336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1974331.375000 Penalty: 974.762939
	Iteration 105Q: 3 clusters Score -1974331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1974337.125000 Penalty: 974.762939
	Iteration 106Q: 3 clusters Score -1974337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1974339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1974342.875000 Penalty: 974.762939
	Iteration 108Q: 3 clusters Score -1974343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1974341.750000 Penalty: 974.762939
	Iteration 109Q: 3 clusters Score -1974342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1974344.875000 Penalty: 974.762939
	Iteration 110Q: 3 clusters Score -1974345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1974341.750000 Penalty: 974.762939
	Iteration 111Q: 3 clusters Score -1974342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1974346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1974344.750000 Penalty: 974.762939
	Iteration 113Q: 3 clusters Score -1974345 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1974349.875000 Penalty: 974.762939
	Iteration 114Q: 3 clusters Score -1974350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1974349.500000 Penalty: 974.762939
	Iteration 115Q: 3 clusters Score -1974350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1974359.625000 Penalty: 974.762939
	Iteration 116Q: 3 clusters Score -1974360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1974363.875000 Penalty: 974.762939
	Iteration 117Q: 3 clusters Score -1974364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1974367.375000 Penalty: 974.762939
	Iteration 118Q: 3 clusters Score -1974367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1974369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1974366.375000 Penalty: 974.762939
	Iteration 120F: 3 clusters Score -1974366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1974368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1974369 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1974363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1974364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1974364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1974363 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1974364 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -1974367.625000 Penalty: 974.762939
	Iteration 128Q: 3 clusters Score -1974368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1974375.125000 Penalty: 974.762939
	Iteration 129Q: 3 clusters Score -1974375 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1974371.750000 Penalty: 974.762939
	Iteration 130Q: 3 clusters Score -1974372 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1974374 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1974375 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1974376.875000 Penalty: 974.762939
	Iteration 133Q: 3 clusters Score -1974377 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1974386.000000 Penalty: 974.762939
	Iteration 134Q: 3 clusters Score -1974386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1974387.500000 Penalty: 974.762939
	Iteration 135Q: 3 clusters Score -1974388 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1974382.500000 Penalty: 974.762939
	Iteration 136Q: 3 clusters Score -1974382 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1974383.250000 Penalty: 974.762939
	Iteration 137Q: 3 clusters Score -1974383 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1974386.625000 Penalty: 974.762939
	Iteration 138Q: 3 clusters Score -1974387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1974389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1974384.625000 Penalty: 974.762939
	Iteration 140F: 3 clusters Score -1974385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -1974381.125000 Penalty: 974.762939
	Iteration 141Q: 3 clusters Score -1974381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1974382.750000 Penalty: 974.762939
	Iteration 142Q: 3 clusters Score -1974383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -1974385.375000 Penalty: 974.762939
	Iteration 143Q: 3 clusters Score -1974385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1974385.250000 Penalty: 974.762939
	Iteration 144Q: 3 clusters Score -1974385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1974383.125000 Penalty: 974.762939
	Iteration 145Q: 3 clusters Score -1974383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1974385.625000 Penalty: 974.762939
	Iteration 146Q: 3 clusters Score -1974386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1974388.500000 Penalty: 974.762939
	Iteration 147Q: 3 clusters Score -1974388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -1974388.875000 Penalty: 974.762939
	Iteration 148Q: 3 clusters Score -1974389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -1974392.375000 Penalty: 974.762939
	Iteration 149Q: 3 clusters Score -1974392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1974407.000000 Penalty: 974.762939
	Iteration 150Q: 3 clusters Score -1974407 nChanged 85
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1974408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -1974413.125000 Penalty: 974.762939
	Iteration 152Q: 3 clusters Score -1974413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -1974421.500000 Penalty: 974.762939
	Iteration 153Q: 3 clusters Score -1974422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -1974423.625000 Penalty: 974.762939
	Iteration 154Q: 3 clusters Score -1974424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1974426.875000 Penalty: 974.762939
	Iteration 155Q: 3 clusters Score -1974427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1974431.125000 Penalty: 974.762939
	Iteration 156Q: 3 clusters Score -1974431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -1974431.250000 Penalty: 974.762939
	Iteration 157Q: 3 clusters Score -1974431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1974436.500000 Penalty: 974.762939
	Iteration 158Q: 3 clusters Score -1974436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -1974435.625000 Penalty: 974.762939
	Iteration 159Q: 3 clusters Score -1974436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -1974446.250000 Penalty: 974.762939
	Iteration 160F: 3 clusters Score -1974446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1974448.750000 Penalty: 974.762939
	Iteration 161Q: 3 clusters Score -1974449 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1974459.750000 Penalty: 974.762939
	Iteration 162Q: 3 clusters Score -1974460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1974456.625000 Penalty: 974.762939
	Iteration 163Q: 3 clusters Score -1974457 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1974454 nChanged 92
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20256 members 
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	Iteration 258Q: 3 clusters Score -1974493 nChanged 94
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Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1974489 nChanged 86
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Mstep: Class 1 contains 20076 members 
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	Iteration 260F: 3 clusters Score -1974495 nChanged 75
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Mstep: Class 1 contains 20001 members 
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	Iteration 261Q: 3 clusters Score -1974497 nChanged 81
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Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1974502 nChanged 70
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Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1974509 nChanged 79
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Mstep: Class 1 contains 19771 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1974513 nChanged 74
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Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1974521 nChanged 69
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Mstep: Class 1 contains 19628 members 
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	Iteration 266Q: 3 clusters Score -1974523 nChanged 65
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Mstep: Class 1 contains 19563 members 
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	Iteration 267Q: 3 clusters Score -1974521 nChanged 69
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Mstep: Class 1 contains 19494 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1974525 nChanged 80
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Mstep: Class 1 contains 19414 members 
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	Iteration 269Q: 3 clusters Score -1974535 nChanged 97
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Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 25560 members 
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	Iteration 270Q: 3 clusters Score -1974535 nChanged 96
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Mstep: Class 1 contains 19221 members 
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	Iteration 271Q: 3 clusters Score -1974535 nChanged 67
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Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19079 members 
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	Iteration 273Q: 3 clusters Score -1974535 nChanged 80
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Mstep: Class 1 contains 18999 members 
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Mstep: Class 1 contains 18910 members 
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	Iteration 275Q: 3 clusters Score -1974546 nChanged 78
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Mstep: Class 1 contains 18832 members 
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	Iteration 276Q: 3 clusters Score -1974548 nChanged 80
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Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 26195 members 
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	Iteration 278Q: 3 clusters Score -1974561 nChanged 61
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Mstep: Class 1 contains 18621 members 
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	Iteration 279Q: 3 clusters Score -1974550 nChanged 61
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Mstep: Class 1 contains 18560 members 
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	Iteration 280F: 3 clusters Score -1974549 nChanged 54
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Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 26371 members 
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	Iteration 281Q: 3 clusters Score -1974556 nChanged 45
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Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 26416 members 
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	Iteration 282Q: 3 clusters Score -1974549 nChanged 42
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Mstep: Class 1 contains 18419 members 
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Mstep: Class 1 contains 18371 members 
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	Iteration 284Q: 3 clusters Score -1974553 nChanged 45
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Mstep: Class 1 contains 18326 members 
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Mstep: Class 1 contains 18290 members 
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Mstep: Class 1 contains 18249 members 
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Mstep: Class 1 contains 18210 members 
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Mstep: Class 1 contains 18160 members 
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Mstep: Class 1 contains 18104 members 
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Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 26834 members 
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Mstep: Class 1 contains 17990 members 
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Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 27004 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17771 members 
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	Iteration 296Q: 3 clusters Score -1974560 nChanged 53
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Mstep: Class 1 contains 17718 members 
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	Iteration 297Q: 3 clusters Score -1974563 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 27218 members 
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	Iteration 298Q: 3 clusters Score -1974568 nChanged 57
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Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 27275 members 
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	Iteration 299Q: 3 clusters Score -1974575 nChanged 54
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Mstep: Class 1 contains 17548 members 
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	Iteration 300F: 3 clusters Score -1974572 nChanged 46
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Mstep: Class 1 contains 17502 members 
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	Iteration 301Q: 3 clusters Score -1974574 nChanged 47
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Mstep: Class 1 contains 17455 members 
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Mstep: Class 1 contains 17404 members 
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	Iteration 303Q: 3 clusters Score -1974582 nChanged 72
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	Iteration 304Q: 3 clusters Score -1974585 nChanged 64
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	Iteration 305Q: 3 clusters Score -1974593 nChanged 57
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	Iteration 306Q: 3 clusters Score -1974587 nChanged 51
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	Iteration 307Q: 3 clusters Score -1974588 nChanged 53
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	Iteration 308Q: 3 clusters Score -1974592 nChanged 46
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	Iteration 309Q: 3 clusters Score -1974589 nChanged 50
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	Iteration 310Q: 3 clusters Score -1974592 nChanged 43
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Mstep: Class 1 contains 16968 members 
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	Iteration 311Q: 3 clusters Score -1974597 nChanged 43
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Mstep: Class 1 contains 16925 members 
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Mstep: Class 1 contains 16891 members 
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	Iteration 313Q: 3 clusters Score -1974596 nChanged 34
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Mstep: Class 1 contains 16857 members 
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	Iteration 314Q: 3 clusters Score -1974604 nChanged 37
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	Iteration 316Q: 3 clusters Score -1974602 nChanged 29
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	Iteration 318Q: 3 clusters Score -1974609 nChanged 32
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	Iteration 320F: 3 clusters Score -1974604 nChanged 34
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	Iteration 321Q: 3 clusters Score -1974603 nChanged 32
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	Iteration 322Q: 3 clusters Score -1974602 nChanged 36
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	Iteration 323Q: 3 clusters Score -1974602 nChanged 36
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	Iteration 324Q: 3 clusters Score -1974601 nChanged 39
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	Iteration 325Q: 3 clusters Score -1974603 nChanged 49
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	Iteration 326Q: 3 clusters Score -1974599 nChanged 49
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	Iteration 327Q: 3 clusters Score -1974600 nChanged 45
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	Iteration 328Q: 3 clusters Score -1974608 nChanged 44
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	Iteration 329Q: 3 clusters Score -1974606 nChanged 39
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	Iteration 330Q: 3 clusters Score -1974608 nChanged 38
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	Iteration 331Q: 3 clusters Score -1974608 nChanged 40
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	Iteration 332Q: 3 clusters Score -1974605 nChanged 38
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	Iteration 333Q: 3 clusters Score -1974603 nChanged 45
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	Iteration 334Q: 3 clusters Score -1974604 nChanged 42
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	Iteration 335Q: 3 clusters Score -1974606 nChanged 35
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	Iteration 337Q: 3 clusters Score -1974604 nChanged 29
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	Iteration 339Q: 3 clusters Score -1974602 nChanged 35
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	Iteration 340F: 3 clusters Score -1974603 nChanged 35
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	Iteration 341Q: 3 clusters Score -1974599 nChanged 39
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	Iteration 342Q: 3 clusters Score -1974599 nChanged 43
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	Iteration 343Q: 3 clusters Score -1974604 nChanged 45
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	Iteration 344Q: 3 clusters Score -1974611 nChanged 61
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	Iteration 345Q: 3 clusters Score -1974614 nChanged 56
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	Iteration 346Q: 3 clusters Score -1974622 nChanged 45
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	Iteration 347Q: 3 clusters Score -1974621 nChanged 43
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	Iteration 348Q: 3 clusters Score -1974626 nChanged 28
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	Iteration 349Q: 3 clusters Score -1974619 nChanged 28
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	Iteration 350Q: 3 clusters Score -1974614 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -1974620.125000 Penalty: 974.762939
	Iteration 351Q: 3 clusters Score -1974620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -1974619.375000 Penalty: 974.762939
	Iteration 352Q: 3 clusters Score -1974619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -1974621.875000 Penalty: 974.762939
	Iteration 353Q: 3 clusters Score -1974622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -1974620.375000 Penalty: 974.762939
	Iteration 354Q: 3 clusters Score -1974620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -1974621.125000 Penalty: 974.762939
	Iteration 355Q: 3 clusters Score -1974621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1974623.625000 Penalty: 974.762939
	Iteration 356Q: 3 clusters Score -1974624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -1974621.250000 Penalty: 974.762939
	Iteration 357Q: 3 clusters Score -1974621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -1974626.125000 Penalty: 974.762939
	Iteration 358Q: 3 clusters Score -1974626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -1974624.750000 Penalty: 974.762939
	Iteration 359Q: 3 clusters Score -1974625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -1974628.750000 Penalty: 974.762939
	Iteration 360F: 3 clusters Score -1974629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -1974628.500000 Penalty: 974.762939
	Iteration 361Q: 3 clusters Score -1974628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -1974629.125000 Penalty: 974.762939
	Iteration 362Q: 3 clusters Score -1974629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -1974629.375000 Penalty: 974.762939
	Iteration 363Q: 3 clusters Score -1974629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -1974629.250000 Penalty: 974.762939
	Iteration 364Q: 3 clusters Score -1974629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -1974627.375000 Penalty: 974.762939
	Iteration 365Q: 3 clusters Score -1974627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -1974626.250000 Penalty: 974.762939
	Iteration 366Q: 3 clusters Score -1974626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -1974627.250000 Penalty: 974.762939
	Iteration 367Q: 3 clusters Score -1974627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1974630.125000 Penalty: 974.762939
	Iteration 368Q: 3 clusters Score -1974630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -1974625.875000 Penalty: 974.762939
	Iteration 369Q: 3 clusters Score -1974626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1974629.250000 Penalty: 974.762939
	Iteration 370Q: 3 clusters Score -1974629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -1974629.000000 Penalty: 974.762939
	Iteration 371Q: 3 clusters Score -1974629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -1974629.000000 Penalty: 974.762939
	Iteration 372Q: 3 clusters Score -1974629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -1974626.250000 Penalty: 974.762939
	Iteration 373Q: 3 clusters Score -1974626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -1974626.000000 Penalty: 974.762939
	Iteration 374Q: 3 clusters Score -1974626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -1974632.125000 Penalty: 974.762939
	Iteration 375Q: 3 clusters Score -1974632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -1974629.375000 Penalty: 974.762939
	Iteration 376Q: 3 clusters Score -1974629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -1974627.500000 Penalty: 974.762939
	Iteration 377Q: 3 clusters Score -1974628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -1974628.125000 Penalty: 974.762939
	Iteration 378Q: 3 clusters Score -1974628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -1974625.750000 Penalty: 974.762939
	Iteration 379Q: 3 clusters Score -1974626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -1974627.000000 Penalty: 974.762939
	Iteration 380F: 3 clusters Score -1974627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1974628.000000 Penalty: 974.762939
	Iteration 381Q: 3 clusters Score -1974628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -1974632.500000 Penalty: 974.762939
	Iteration 382Q: 3 clusters Score -1974632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -1974631.000000 Penalty: 974.762939
	Iteration 383Q: 3 clusters Score -1974631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -1974625.625000 Penalty: 974.762939
	Iteration 384Q: 3 clusters Score -1974626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1974627.125000 Penalty: 974.762939
	Iteration 385Q: 3 clusters Score -1974627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -1974624.375000 Penalty: 974.762939
	Iteration 386Q: 3 clusters Score -1974624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -1974620.375000 Penalty: 974.762939
	Iteration 387Q: 3 clusters Score -1974620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -1974621.000000 Penalty: 974.762939
	Iteration 388Q: 3 clusters Score -1974621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -1974619.000000 Penalty: 974.762939
	Iteration 389Q: 3 clusters Score -1974619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -1974623.500000 Penalty: 974.762939
	Iteration 390Q: 3 clusters Score -1974624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -1974622.500000 Penalty: 974.762939
	Iteration 391Q: 3 clusters Score -1974622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -1974621.375000 Penalty: 974.762939
	Iteration 392Q: 3 clusters Score -1974621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -1974615.875000 Penalty: 974.762939
	Iteration 393Q: 3 clusters Score -1974616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -1974618.500000 Penalty: 974.762939
	Iteration 394Q: 3 clusters Score -1974618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -1974619.000000 Penalty: 974.762939
	Iteration 395Q: 3 clusters Score -1974619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -1974616.625000 Penalty: 974.762939
	Iteration 396Q: 3 clusters Score -1974617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -1974621.375000 Penalty: 974.762939
	Iteration 397Q: 3 clusters Score -1974621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -1974623.375000 Penalty: 974.762939
	Iteration 398Q: 3 clusters Score -1974623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -1974620.125000 Penalty: 974.762939
	Iteration 399Q: 3 clusters Score -1974620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -1974623.125000 Penalty: 974.762939
	Iteration 400F: 3 clusters Score -1974623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -1974620.875000 Penalty: 974.762939
	Iteration 401Q: 3 clusters Score -1974621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -1974625.750000 Penalty: 974.762939
	Iteration 402Q: 3 clusters Score -1974626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1974625.125000 Penalty: 974.762939
	Iteration 403Q: 3 clusters Score -1974625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -1974627.000000 Penalty: 974.762939
	Iteration 404Q: 3 clusters Score -1974627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -1974628.875000 Penalty: 974.762939
	Iteration 405Q: 3 clusters Score -1974629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -1974629.000000 Penalty: 974.762939
	Iteration 406Q: 3 clusters Score -1974629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -1974626.500000 Penalty: 974.762939
	Iteration 407Q: 3 clusters Score -1974626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -1974621.750000 Penalty: 974.762939
	Iteration 408Q: 3 clusters Score -1974622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -1974621.625000 Penalty: 974.762939
	Iteration 409Q: 3 clusters Score -1974622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -1974622.250000 Penalty: 974.762939
	Iteration 410Q: 3 clusters Score -1974622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -1974624.250000 Penalty: 974.762939
	Iteration 411Q: 3 clusters Score -1974624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -1974624.250000 Penalty: 974.762939
	Iteration 412F: 3 clusters Score -1974624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -294014.437500 Penalty: 400.903046
	Iteration 0F: 2 clusters Score -294014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -289511.718750 Penalty: 801.806091
	Iteration 0F: 3 clusters Score -289511.7 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -291261.656250 Penalty: 801.806091
	Iteration 1F: 3 clusters Score -291261.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -291391.656250 Penalty: 801.806091
	Iteration 2F: 3 clusters Score -291391.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -291496.812500 Penalty: 801.806091
	Iteration 3Q: 3 clusters Score -291496.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -291610.093750 Penalty: 801.806091
	Iteration 4Q: 3 clusters Score -291610.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -291715.750000 Penalty: 801.806091
	Iteration 5Q: 3 clusters Score -291715.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -291826.000000 Penalty: 801.806091
	Iteration 6Q: 3 clusters Score -291826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -291948.156250 Penalty: 801.806091
	Iteration 7Q: 3 clusters Score -291948.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -292110.500000 Penalty: 801.806091
	Iteration 8Q: 3 clusters Score -292110.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -292283.843750 Penalty: 801.806091
	Iteration 9Q: 3 clusters Score -292283.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -292462.718750 Penalty: 801.806091
	Iteration 10Q: 3 clusters Score -292462.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -292649.625000 Penalty: 801.806091
	Iteration 11Q: 3 clusters Score -292649.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -292827.031250 Penalty: 801.806091
	Iteration 12Q: 3 clusters Score -292827 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -292978.062500 Penalty: 801.806091
	Iteration 13Q: 3 clusters Score -292978.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -293128.000000 Penalty: 801.806091
	Iteration 14Q: 3 clusters Score -293128 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -293267.218750 Penalty: 801.806091
	Iteration 15Q: 3 clusters Score -293267.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -293378.718750 Penalty: 801.806091
	Iteration 16Q: 3 clusters Score -293378.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -293458.781250 Penalty: 801.806091
	Iteration 17Q: 3 clusters Score -293458.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -293523.562500 Penalty: 801.806091
	Iteration 18Q: 3 clusters Score -293523.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -293585.343750 Penalty: 801.806091
	Iteration 19Q: 3 clusters Score -293585.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -293624.000000 Penalty: 801.806091
	Iteration 20F: 3 clusters Score -293624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -293641.437500 Penalty: 801.806091
	Iteration 21Q: 3 clusters Score -293641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -293649.593750 Penalty: 801.806091
	Iteration 22Q: 3 clusters Score -293649.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -293658.468750 Penalty: 801.806091
	Iteration 23Q: 3 clusters Score -293658.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -293662.000000 Penalty: 801.806091
	Iteration 24Q: 3 clusters Score -293662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -293665.812500 Penalty: 801.806091
	Iteration 25Q: 3 clusters Score -293665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -293668.687500 Penalty: 801.806091
	Iteration 26Q: 3 clusters Score -293668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -293671.406250 Penalty: 801.806091
	Iteration 27Q: 3 clusters Score -293671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -293678.218750 Penalty: 801.806091
	Iteration 28Q: 3 clusters Score -293678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -293681.718750 Penalty: 801.806091
	Iteration 29Q: 3 clusters Score -293681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -293684.406250 Penalty: 801.806091
	Iteration 30Q: 3 clusters Score -293684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -293690.406250 Penalty: 801.806091
	Iteration 31Q: 3 clusters Score -293690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -293692.281250 Penalty: 801.806091
	Iteration 32Q: 3 clusters Score -293692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -293692.281250 Penalty: 801.806091
	Iteration 33F: 3 clusters Score -293692.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -3822.185791 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -3822.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3638.340088 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3638.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3677.661865 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3677.662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3687.118652 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -3687.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3687.118652 Penalty: 424.372986
	Iteration 3F: 3 clusters Score -3687.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -294555.625000 Penalty: 401.092590
	Iteration 0F: 2 clusters Score -294555.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -290031.781250 Penalty: 802.185181
	Iteration 0F: 3 clusters Score -290031.8 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -291795.906250 Penalty: 802.185181
	Iteration 1F: 3 clusters Score -291795.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -292089.687500 Penalty: 802.185181
	Iteration 2F: 3 clusters Score -292089.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -292412.468750 Penalty: 802.185181
	Iteration 3F: 3 clusters Score -292412.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -292752.656250 Penalty: 802.185181
	Iteration 4F: 3 clusters Score -292752.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -293072.343750 Penalty: 802.185181
	Iteration 5F: 3 clusters Score -293072.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -293311.187500 Penalty: 802.185181
	Iteration 6F: 3 clusters Score -293311.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -293440.437500 Penalty: 802.185181
	Iteration 7Q: 3 clusters Score -293440.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -293504.593750 Penalty: 802.185181
	Iteration 8Q: 3 clusters Score -293504.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -293532.468750 Penalty: 802.185181
	Iteration 9Q: 3 clusters Score -293532.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -293546.812500 Penalty: 802.185181
	Iteration 10Q: 3 clusters Score -293546.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -293559.812500 Penalty: 802.185181
	Iteration 11Q: 3 clusters Score -293559.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -293568.906250 Penalty: 802.185181
	Iteration 12Q: 3 clusters Score -293568.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -293580.312500 Penalty: 802.185181
	Iteration 13Q: 3 clusters Score -293580.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -293593.187500 Penalty: 802.185181
	Iteration 14Q: 3 clusters Score -293593.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -293607.187500 Penalty: 802.185181
	Iteration 15Q: 3 clusters Score -293607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -293618.281250 Penalty: 802.185181
	Iteration 16Q: 3 clusters Score -293618.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -293629.937500 Penalty: 802.185181
	Iteration 17Q: 3 clusters Score -293629.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -293637.968750 Penalty: 802.185181
	Iteration 18Q: 3 clusters Score -293638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -293645.593750 Penalty: 802.185181
	Iteration 19Q: 3 clusters Score -293645.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -293655.781250 Penalty: 802.185181
	Iteration 20F: 3 clusters Score -293655.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -293670.218750 Penalty: 802.185181
	Iteration 21Q: 3 clusters Score -293670.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -293688.875000 Penalty: 802.185181
	Iteration 22Q: 3 clusters Score -293688.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -293700.625000 Penalty: 802.185181
	Iteration 23Q: 3 clusters Score -293700.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -293709.687500 Penalty: 802.185181
	Iteration 24Q: 3 clusters Score -293709.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -293717.187500 Penalty: 802.185181
	Iteration 25Q: 3 clusters Score -293717.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -293724.375000 Penalty: 802.185181
	Iteration 26Q: 3 clusters Score -293724.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -293730.687500 Penalty: 802.185181
	Iteration 27Q: 3 clusters Score -293730.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -293737.968750 Penalty: 802.185181
	Iteration 28Q: 3 clusters Score -293738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -293743.906250 Penalty: 802.185181
	Iteration 29Q: 3 clusters Score -293743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -293749.843750 Penalty: 802.185181
	Iteration 30Q: 3 clusters Score -293749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -293754.062500 Penalty: 802.185181
	Iteration 31Q: 3 clusters Score -293754.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -293759.187500 Penalty: 802.185181
	Iteration 32Q: 3 clusters Score -293759.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -293766.437500 Penalty: 802.185181
	Iteration 33Q: 3 clusters Score -293766.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -293774.218750 Penalty: 802.185181
	Iteration 34Q: 3 clusters Score -293774.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -293779.187500 Penalty: 802.185181
	Iteration 35Q: 3 clusters Score -293779.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -293785.968750 Penalty: 802.185181
	Iteration 36Q: 3 clusters Score -293786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -293793.062500 Penalty: 802.185181
	Iteration 37Q: 3 clusters Score -293793.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -293804.937500 Penalty: 802.185181
	Iteration 38Q: 3 clusters Score -293804.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -293811.937500 Penalty: 802.185181
	Iteration 39Q: 3 clusters Score -293811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -293822.875000 Penalty: 802.185181
	Iteration 40F: 3 clusters Score -293822.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -293836.093750 Penalty: 802.185181
	Iteration 41Q: 3 clusters Score -293836.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -293847.437500 Penalty: 802.185181
	Iteration 42Q: 3 clusters Score -293847.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -293856.312500 Penalty: 802.185181
	Iteration 43Q: 3 clusters Score -293856.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -293864.781250 Penalty: 802.185181
	Iteration 44Q: 3 clusters Score -293864.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -293874.312500 Penalty: 802.185181
	Iteration 45Q: 3 clusters Score -293874.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -293885.593750 Penalty: 802.185181
	Iteration 46Q: 3 clusters Score -293885.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -293901.125000 Penalty: 802.185181
	Iteration 47Q: 3 clusters Score -293901.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -293916.593750 Penalty: 802.185181
	Iteration 48Q: 3 clusters Score -293916.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -293928.968750 Penalty: 802.185181
	Iteration 49Q: 3 clusters Score -293929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -293939.687500 Penalty: 802.185181
	Iteration 50Q: 3 clusters Score -293939.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -293951.468750 Penalty: 802.185181
	Iteration 51Q: 3 clusters Score -293951.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -293966.062500 Penalty: 802.185181
	Iteration 52Q: 3 clusters Score -293966.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -293978.593750 Penalty: 802.185181
	Iteration 53Q: 3 clusters Score -293978.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -293988.406250 Penalty: 802.185181
	Iteration 54Q: 3 clusters Score -293988.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -293996.468750 Penalty: 802.185181
	Iteration 55Q: 3 clusters Score -293996.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -294002.593750 Penalty: 802.185181
	Iteration 56Q: 3 clusters Score -294002.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -294008.187500 Penalty: 802.185181
	Iteration 57Q: 3 clusters Score -294008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -294014.656250 Penalty: 802.185181
	Iteration 58Q: 3 clusters Score -294014.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -294021.656250 Penalty: 802.185181
	Iteration 59Q: 3 clusters Score -294021.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -294028.593750 Penalty: 802.185181
	Iteration 60F: 3 clusters Score -294028.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -294036.906250 Penalty: 802.185181
	Iteration 61Q: 3 clusters Score -294036.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -294042.312500 Penalty: 802.185181
	Iteration 62Q: 3 clusters Score -294042.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -294050.968750 Penalty: 802.185181
	Iteration 63Q: 3 clusters Score -294051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -294062.750000 Penalty: 802.185181
	Iteration 64Q: 3 clusters Score -294062.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -294075.000000 Penalty: 802.185181
	Iteration 65Q: 3 clusters Score -294075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -294084.406250 Penalty: 802.185181
	Iteration 66Q: 3 clusters Score -294084.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -294092.031250 Penalty: 802.185181
	Iteration 67Q: 3 clusters Score -294092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -294099.375000 Penalty: 802.185181
	Iteration 68Q: 3 clusters Score -294099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -294103.156250 Penalty: 802.185181
	Iteration 69Q: 3 clusters Score -294103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -294107.468750 Penalty: 802.185181
	Iteration 70Q: 3 clusters Score -294107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -294114.687500 Penalty: 802.185181
	Iteration 71Q: 3 clusters Score -294114.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -294122.437500 Penalty: 802.185181
	Iteration 72Q: 3 clusters Score -294122.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -294128.750000 Penalty: 802.185181
	Iteration 73Q: 3 clusters Score -294128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -294133.531250 Penalty: 802.185181
	Iteration 74Q: 3 clusters Score -294133.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -294140.250000 Penalty: 802.185181
	Iteration 75Q: 3 clusters Score -294140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -294147.312500 Penalty: 802.185181
	Iteration 76Q: 3 clusters Score -294147.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -294153.468750 Penalty: 802.185181
	Iteration 77Q: 3 clusters Score -294153.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -294160.781250 Penalty: 802.185181
	Iteration 78Q: 3 clusters Score -294160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -294165.156250 Penalty: 802.185181
	Iteration 79Q: 3 clusters Score -294165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -294168.375000 Penalty: 802.185181
	Iteration 80F: 3 clusters Score -294168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -294172.593750 Penalty: 802.185181
	Iteration 81Q: 3 clusters Score -294172.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -294177.468750 Penalty: 802.185181
	Iteration 82Q: 3 clusters Score -294177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -294182.375000 Penalty: 802.185181
	Iteration 83Q: 3 clusters Score -294182.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -294185.750000 Penalty: 802.185181
	Iteration 84Q: 3 clusters Score -294185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -294188.218750 Penalty: 802.185181
	Iteration 85Q: 3 clusters Score -294188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -294188.843750 Penalty: 802.185181
	Iteration 86Q: 3 clusters Score -294188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -294189.375000 Penalty: 802.185181
	Iteration 87Q: 3 clusters Score -294189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -294189.343750 Penalty: 802.185181
	Iteration 88Q: 3 clusters Score -294189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -294189.718750 Penalty: 802.185181
	Iteration 89Q: 3 clusters Score -294189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -294190.437500 Penalty: 802.185181
	Iteration 90Q: 3 clusters Score -294190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -294191.218750 Penalty: 802.185181
	Iteration 91Q: 3 clusters Score -294191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -294192.031250 Penalty: 802.185181
	Iteration 92Q: 3 clusters Score -294192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -294192.343750 Penalty: 802.185181
	Iteration 93Q: 3 clusters Score -294192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -294192.156250 Penalty: 802.185181
	Iteration 94Q: 3 clusters Score -294192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -294192.156250 Penalty: 802.185181
	Iteration 95F: 3 clusters Score -294192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -255304.968750 Penalty: 389.167847
	Iteration 0F: 2 clusters Score -255305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -251817.390625 Penalty: 778.335693
	Iteration 0F: 3 clusters Score -251817.4 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -253165.375000 Penalty: 778.335693
	Iteration 1F: 3 clusters Score -253165.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -253347.703125 Penalty: 778.335693
	Iteration 2F: 3 clusters Score -253347.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -253564.265625 Penalty: 778.335693
	Iteration 3F: 3 clusters Score -253564.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -253850.984375 Penalty: 778.335693
	Iteration 4F: 3 clusters Score -253851 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254157.656250 Penalty: 778.335693
	Iteration 5F: 3 clusters Score -254157.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -254409.421875 Penalty: 778.335693
	Iteration 6F: 3 clusters Score -254409.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -254576.781250 Penalty: 778.335693
	Iteration 7Q: 3 clusters Score -254576.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -254709.906250 Penalty: 778.335693
	Iteration 8Q: 3 clusters Score -254709.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -254793.796875 Penalty: 778.335693
	Iteration 9Q: 3 clusters Score -254793.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -254847.359375 Penalty: 778.335693
	Iteration 10Q: 3 clusters Score -254847.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -254881.828125 Penalty: 778.335693
	Iteration 11Q: 3 clusters Score -254881.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -254903.500000 Penalty: 778.335693
	Iteration 12Q: 3 clusters Score -254903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -254916.859375 Penalty: 778.335693
	Iteration 13Q: 3 clusters Score -254916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -254925.562500 Penalty: 778.335693
	Iteration 14Q: 3 clusters Score -254925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -254935.718750 Penalty: 778.335693
	Iteration 15Q: 3 clusters Score -254935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -254939.593750 Penalty: 778.335693
	Iteration 16Q: 3 clusters Score -254939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -254944.718750 Penalty: 778.335693
	Iteration 17Q: 3 clusters Score -254944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -254945.421875 Penalty: 778.335693
	Iteration 18Q: 3 clusters Score -254945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -254945.421875 Penalty: 778.335693
	Iteration 19F: 3 clusters Score -254945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Entering Unmasked Estep 
Score: -1811067.625000 Penalty: 483.374573
	Iteration 0F: 2 clusters Score -1811068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1783801.500000 Penalty: 966.749146
	Iteration 0F: 3 clusters Score -1783802 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1795670.250000 Penalty: 966.749146
	Iteration 1F: 3 clusters Score -1795670 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1796391.250000 Penalty: 966.749146
	Iteration 2Q: 3 clusters Score -1796391 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1797636.125000 Penalty: 966.749146
	Iteration 3F: 3 clusters Score -1797636 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1799688.625000 Penalty: 966.749146
	Iteration 4F: 3 clusters Score -1799689 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1802723.625000 Penalty: 966.749146
	Iteration 5F: 3 clusters Score -1802724 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1806111.625000 Penalty: 966.749146
	Iteration 6F: 3 clusters Score -1806112 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1808733.125000 Penalty: 966.749146
	Iteration 7F: 3 clusters Score -1808733 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1809976.875000 Penalty: 966.749146
	Iteration 8Q: 3 clusters Score -1809977 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1810413.875000 Penalty: 966.749146
	Iteration 9Q: 3 clusters Score -1810414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1810545.875000 Penalty: 966.749146
	Iteration 10Q: 3 clusters Score -1810546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1810591.000000 Penalty: 966.749146
	Iteration 11Q: 3 clusters Score -1810591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1810607.500000 Penalty: 966.749146
	Iteration 12Q: 3 clusters Score -1810608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1810619.500000 Penalty: 966.749146
	Iteration 13Q: 3 clusters Score -1810620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1810625.750000 Penalty: 966.749146
	Iteration 14Q: 3 clusters Score -1810626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1810625.750000 Penalty: 966.749146
	Iteration 15F: 3 clusters Score -1810626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (106928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Entering Unmasked Estep 
Score: -4744431.500000 Penalty: 526.885986
	Iteration 0F: 2 clusters Score -4744432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -4672020.000000 Penalty: 1053.771973
	Iteration 0F: 3 clusters Score -4672020 nChanged 52311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -4703906.000000 Penalty: 1053.771973
	Iteration 1F: 3 clusters Score -4703906 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -4705073.000000 Penalty: 1053.771973
	Iteration 2Q: 3 clusters Score -4705073 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -4706486.000000 Penalty: 1053.771973
	Iteration 3Q: 3 clusters Score -4706486 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -4708297.000000 Penalty: 1053.771973
	Iteration 4Q: 3 clusters Score -4708297 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -4710570.000000 Penalty: 1053.771973
	Iteration 5Q: 3 clusters Score -4710570 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -4713811.000000 Penalty: 1053.771973
	Iteration 6Q: 3 clusters Score -4713811 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -4718113.500000 Penalty: 1053.771973
	Iteration 7F: 3 clusters Score -4718114 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -4722831.500000 Penalty: 1053.771973
	Iteration 8F: 3 clusters Score -4722832 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -4726049.500000 Penalty: 1053.771973
	Iteration 9Q: 3 clusters Score -4726050 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -4727523.000000 Penalty: 1053.771973
	Iteration 10Q: 3 clusters Score -4727523 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -4728473.000000 Penalty: 1053.771973
	Iteration 11Q: 3 clusters Score -4728473 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -4729408.500000 Penalty: 1053.771973
	Iteration 12Q: 3 clusters Score -4729408 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -4730390.500000 Penalty: 1053.771973
	Iteration 13Q: 3 clusters Score -4730390 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -4731471.500000 Penalty: 1053.771973
	Iteration 14Q: 3 clusters Score -4731472 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -4732573.000000 Penalty: 1053.771973
	Iteration 15Q: 3 clusters Score -4732573 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -4733638.000000 Penalty: 1053.771973
	Iteration 16Q: 3 clusters Score -4733638 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -4734675.000000 Penalty: 1053.771973
	Iteration 17Q: 3 clusters Score -4734675 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -4735618.500000 Penalty: 1053.771973
	Iteration 18Q: 3 clusters Score -4735618 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -4736450.000000 Penalty: 1053.771973
	Iteration 19Q: 3 clusters Score -4736450 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -4737273.000000 Penalty: 1053.771973
	Iteration 20F: 3 clusters Score -4737273 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -4737908.500000 Penalty: 1053.771973
	Iteration 21Q: 3 clusters Score -4737908 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -4738456.500000 Penalty: 1053.771973
	Iteration 22Q: 3 clusters Score -4738456 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -4738897.000000 Penalty: 1053.771973
	Iteration 23Q: 3 clusters Score -4738897 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -4739269.000000 Penalty: 1053.771973
	Iteration 24Q: 3 clusters Score -4739269 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -4739621.000000 Penalty: 1053.771973
	Iteration 25Q: 3 clusters Score -4739621 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -4739946.500000 Penalty: 1053.771973
	Iteration 26Q: 3 clusters Score -4739946 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -4740268.000000 Penalty: 1053.771973
	Iteration 27Q: 3 clusters Score -4740268 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -4740569.000000 Penalty: 1053.771973
	Iteration 28Q: 3 clusters Score -4740569 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -4740876.500000 Penalty: 1053.771973
	Iteration 29Q: 3 clusters Score -4740876 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -4741218.000000 Penalty: 1053.771973
	Iteration 30Q: 3 clusters Score -4741218 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -4741573.500000 Penalty: 1053.771973
	Iteration 31Q: 3 clusters Score -4741574 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -4742025.500000 Penalty: 1053.771973
	Iteration 32Q: 3 clusters Score -4742026 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -4742438.000000 Penalty: 1053.771973
	Iteration 33Q: 3 clusters Score -4742438 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -4742811.500000 Penalty: 1053.771973
	Iteration 34Q: 3 clusters Score -4742812 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -4742977.500000 Penalty: 1053.771973
	Iteration 35Q: 3 clusters Score -4742978 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -4743044.000000 Penalty: 1053.771973
	Iteration 36Q: 3 clusters Score -4743044 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -4743091.000000 Penalty: 1053.771973
	Iteration 37Q: 3 clusters Score -4743091 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -4743092.500000 Penalty: 1053.771973
	Iteration 38Q: 3 clusters Score -4743092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -4743106.000000 Penalty: 1053.771973
	Iteration 39Q: 3 clusters Score -4743106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -4743393.500000 Penalty: 1053.771973
	Iteration 40F: 3 clusters Score -4743394 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -4743495.500000 Penalty: 1053.771973
	Iteration 41Q: 3 clusters Score -4743496 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -4743518.000000 Penalty: 1053.771973
	Iteration 42Q: 3 clusters Score -4743518 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -4743522.500000 Penalty: 1053.771973
	Iteration 43Q: 3 clusters Score -4743522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -4743542.000000 Penalty: 1053.771973
	Iteration 44Q: 3 clusters Score -4743542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -4743556.500000 Penalty: 1053.771973
	Iteration 45Q: 3 clusters Score -4743556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -4743560.000000 Penalty: 1053.771973
	Iteration 46Q: 3 clusters Score -4743560 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -4743560.500000 Penalty: 1053.771973
	Iteration 47Q: 3 clusters Score -4743560 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -4743559.500000 Penalty: 1053.771973
	Iteration 48Q: 3 clusters Score -4743560 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -4743579.500000 Penalty: 1053.771973
	Iteration 49Q: 3 clusters Score -4743580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -4743579.500000 Penalty: 1053.771973
	Iteration 50Q: 3 clusters Score -4743580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -4743609.500000 Penalty: 1053.771973
	Iteration 51Q: 3 clusters Score -4743610 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -4743635.000000 Penalty: 1053.771973
	Iteration 52Q: 3 clusters Score -4743635 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -4743643.500000 Penalty: 1053.771973
	Iteration 53Q: 3 clusters Score -4743644 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -4743655.000000 Penalty: 1053.771973
	Iteration 54Q: 3 clusters Score -4743655 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -4743664.500000 Penalty: 1053.771973
	Iteration 55Q: 3 clusters Score -4743664 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -4743698.000000 Penalty: 1053.771973
	Iteration 56Q: 3 clusters Score -4743698 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -4743693.000000 Penalty: 1053.771973
	Iteration 57Q: 3 clusters Score -4743693 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -4743716.000000 Penalty: 1053.771973
	Iteration 58Q: 3 clusters Score -4743716 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -4743725.000000 Penalty: 1053.771973
	Iteration 59Q: 3 clusters Score -4743725 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -4743746.500000 Penalty: 1053.771973
	Iteration 60F: 3 clusters Score -4743746 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -4743749.000000 Penalty: 1053.771973
	Iteration 61Q: 3 clusters Score -4743749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -4743746.500000 Penalty: 1053.771973
	Iteration 62Q: 3 clusters Score -4743746 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -4743768.000000 Penalty: 1053.771973
	Iteration 63Q: 3 clusters Score -4743768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -4743791.000000 Penalty: 1053.771973
	Iteration 64Q: 3 clusters Score -4743791 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -4743792.000000 Penalty: 1053.771973
	Iteration 65Q: 3 clusters Score -4743792 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -4743798.000000 Penalty: 1053.771973
	Iteration 66Q: 3 clusters Score -4743798 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -4743828.000000 Penalty: 1053.771973
	Iteration 67Q: 3 clusters Score -4743828 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -4743834.500000 Penalty: 1053.771973
	Iteration 68Q: 3 clusters Score -4743834 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -4743854.500000 Penalty: 1053.771973
	Iteration 69Q: 3 clusters Score -4743854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4743868 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -4743881.500000 Penalty: 1053.771973
	Iteration 71Q: 3 clusters Score -4743882 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -4743891.000000 Penalty: 1053.771973
	Iteration 72Q: 3 clusters Score -4743891 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -4743904.500000 Penalty: 1053.771973
	Iteration 73Q: 3 clusters Score -4743904 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -4743920.500000 Penalty: 1053.771973
	Iteration 74Q: 3 clusters Score -4743920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -4743947.000000 Penalty: 1053.771973
	Iteration 75Q: 3 clusters Score -4743947 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -4743971.000000 Penalty: 1053.771973
	Iteration 76Q: 3 clusters Score -4743971 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -4743981.500000 Penalty: 1053.771973
	Iteration 77Q: 3 clusters Score -4743982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -4744005.000000 Penalty: 1053.771973
	Iteration 78Q: 3 clusters Score -4744005 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -4744008.000000 Penalty: 1053.771973
	Iteration 79Q: 3 clusters Score -4744008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -4744041.000000 Penalty: 1053.771973
	Iteration 80F: 3 clusters Score -4744041 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -4744074.000000 Penalty: 1053.771973
	Iteration 81Q: 3 clusters Score -4744074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -4744069.000000 Penalty: 1053.771973
	Iteration 82Q: 3 clusters Score -4744069 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -4744088.500000 Penalty: 1053.771973
	Iteration 83Q: 3 clusters Score -4744088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -4744098.500000 Penalty: 1053.771973
	Iteration 84Q: 3 clusters Score -4744098 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -4744110.000000 Penalty: 1053.771973
	Iteration 85Q: 3 clusters Score -4744110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -4744113.500000 Penalty: 1053.771973
	Iteration 86Q: 3 clusters Score -4744114 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -4744115.000000 Penalty: 1053.771973
	Iteration 87Q: 3 clusters Score -4744115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -4744143.000000 Penalty: 1053.771973
	Iteration 88Q: 3 clusters Score -4744143 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -4744140.000000 Penalty: 1053.771973
	Iteration 89Q: 3 clusters Score -4744140 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -4744169.500000 Penalty: 1053.771973
	Iteration 90Q: 3 clusters Score -4744170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -4744181.500000 Penalty: 1053.771973
	Iteration 91Q: 3 clusters Score -4744182 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -4744189.500000 Penalty: 1053.771973
	Iteration 92Q: 3 clusters Score -4744190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -4744191.500000 Penalty: 1053.771973
	Iteration 93Q: 3 clusters Score -4744192 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -4744222.000000 Penalty: 1053.771973
	Iteration 94Q: 3 clusters Score -4744222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -4744225.000000 Penalty: 1053.771973
	Iteration 95Q: 3 clusters Score -4744225 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -4744243.000000 Penalty: 1053.771973
	Iteration 96Q: 3 clusters Score -4744243 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -4744259.500000 Penalty: 1053.771973
	Iteration 97Q: 3 clusters Score -4744260 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -4744266.000000 Penalty: 1053.771973
	Iteration 98Q: 3 clusters Score -4744266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -4744262.500000 Penalty: 1053.771973
	Iteration 99Q: 3 clusters Score -4744262 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -4744253.000000 Penalty: 1053.771973
	Iteration 100F: 3 clusters Score -4744253 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -4744247.500000 Penalty: 1053.771973
	Iteration 101Q: 3 clusters Score -4744248 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -4744265.500000 Penalty: 1053.771973
	Iteration 102Q: 3 clusters Score -4744266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -4744263.000000 Penalty: 1053.771973
	Iteration 103Q: 3 clusters Score -4744263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -4744261.000000 Penalty: 1053.771973
	Iteration 104Q: 3 clusters Score -4744261 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -4744262.500000 Penalty: 1053.771973
	Iteration 105Q: 3 clusters Score -4744262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -4744262.500000 Penalty: 1053.771973
	Iteration 106Q: 3 clusters Score -4744262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -4744272.000000 Penalty: 1053.771973
	Iteration 107Q: 3 clusters Score -4744272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -4744267.500000 Penalty: 1053.771973
	Iteration 108Q: 3 clusters Score -4744268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -4744277.000000 Penalty: 1053.771973
	Iteration 109Q: 3 clusters Score -4744277 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -4744292.000000 Penalty: 1053.771973
	Iteration 110Q: 3 clusters Score -4744292 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -4744303.000000 Penalty: 1053.771973
	Iteration 111Q: 3 clusters Score -4744303 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -4744315.500000 Penalty: 1053.771973
	Iteration 112Q: 3 clusters Score -4744316 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -4744315.500000 Penalty: 1053.771973
	Iteration 113Q: 3 clusters Score -4744316 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -4744345.000000 Penalty: 1053.771973
	Iteration 114Q: 3 clusters Score -4744345 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -4744345.000000 Penalty: 1053.771973
	Iteration 115Q: 3 clusters Score -4744345 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -4744375.500000 Penalty: 1053.771973
	Iteration 116Q: 3 clusters Score -4744376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -4744360.000000 Penalty: 1053.771973
	Iteration 117Q: 3 clusters Score -4744360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -4744372.000000 Penalty: 1053.771973
	Iteration 118Q: 3 clusters Score -4744372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -4744385.500000 Penalty: 1053.771973
	Iteration 119Q: 3 clusters Score -4744386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -4744385.500000 Penalty: 1053.771973
	Iteration 120F: 3 clusters Score -4744386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -4744379.500000 Penalty: 1053.771973
	Iteration 121Q: 3 clusters Score -4744380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -4744386.500000 Penalty: 1053.771973
	Iteration 122Q: 3 clusters Score -4744386 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -4744378.500000 Penalty: 1053.771973
	Iteration 123Q: 3 clusters Score -4744378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -4744362.000000 Penalty: 1053.771973
	Iteration 124Q: 3 clusters Score -4744362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -4744392.500000 Penalty: 1053.771973
	Iteration 125Q: 3 clusters Score -4744392 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -4744402.500000 Penalty: 1053.771973
	Iteration 126Q: 3 clusters Score -4744402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -4744407.000000 Penalty: 1053.771973
	Iteration 127Q: 3 clusters Score -4744407 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -4744432.000000 Penalty: 1053.771973
	Iteration 128Q: 3 clusters Score -4744432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -4744455.000000 Penalty: 1053.771973
	Iteration 129Q: 3 clusters Score -4744455 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -4744447.500000 Penalty: 1053.771973
	Iteration 130Q: 3 clusters Score -4744448 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -4744445.000000 Penalty: 1053.771973
	Iteration 131Q: 3 clusters Score -4744445 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 64202 members 
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Mstep: Class 2 contains 64026 members 
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Mstep: Class 2 contains 63869 members 
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Mstep: Class 2 contains 63699 members 
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Mstep: Class 2 contains 63130 members 
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Mstep: Class 2 contains 62690 members 
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Mstep: Class 2 contains 62018 members 
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Mstep: Class 2 contains 61230 members 
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Mstep: Class 2 contains 61047 members 
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Mstep: Class 2 contains 60891 members 
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Mstep: Class 2 contains 60752 members 
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	Iteration 160F: 3 clusters Score -4744633 nChanged 173
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	Iteration 180F: 3 clusters Score -4744680 nChanged 118
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	Iteration 187Q: 3 clusters Score -4744669 nChanged 101
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	Iteration 193Q: 3 clusters Score -4744672 nChanged 75
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	Iteration 194Q: 3 clusters Score -4744680 nChanged 85
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	Iteration 195Q: 3 clusters Score -4744685 nChanged 95
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	Iteration 196Q: 3 clusters Score -4744680 nChanged 85
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	Iteration 197Q: 3 clusters Score -4744668 nChanged 90
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	Iteration 200F: 3 clusters Score -4744683 nChanged 80
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	Iteration 320F: 3 clusters Score -4744642 nChanged 91
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	Iteration 417Q: 3 clusters Score -4744744 nChanged 55
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	Iteration 419Q: 3 clusters Score -4744737 nChanged 50
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	Iteration 422Q: 3 clusters Score -4744744 nChanged 40
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	Iteration 423Q: 3 clusters Score -4744739 nChanged 41
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	Iteration 424Q: 3 clusters Score -4744743 nChanged 45
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	Iteration 425Q: 3 clusters Score -4744736 nChanged 35
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	Iteration 426Q: 3 clusters Score -4744733 nChanged 46
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -4744731 nChanged 42
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	Iteration 428Q: 3 clusters Score -4744736 nChanged 41
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	Iteration 429Q: 3 clusters Score -4744740 nChanged 57
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	Iteration 430Q: 3 clusters Score -4744735 nChanged 64
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	Iteration 431Q: 3 clusters Score -4744740 nChanged 60
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	Iteration 432Q: 3 clusters Score -4744743 nChanged 56
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	Iteration 433Q: 3 clusters Score -4744743 nChanged 60
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Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 40074 members 
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	Iteration 436Q: 3 clusters Score -4744745 nChanged 60
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	Iteration 437Q: 3 clusters Score -4744734 nChanged 56
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Mstep: Class 1 contains 66970 members 
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Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -4744724 nChanged 44
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Mstep: Class 1 contains 67014 members 
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	Iteration 439Q: 3 clusters Score -4744726 nChanged 55
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Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -4744728 nChanged 42
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Mstep: Class 2 contains 39817 members 
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	Iteration 441Q: 3 clusters Score -4744742 nChanged 43
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Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -4744736 nChanged 15
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Mstep: Class 2 contains 39647 members 
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	Iteration 447Q: 3 clusters Score -4744738 nChanged 12
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Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -4744738 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -4744742 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -4744738 nChanged 6
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Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -4744738 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -4744746 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
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	Iteration 453Q: 3 clusters Score -4744749 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
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	Iteration 454Q: 3 clusters Score -4744746 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
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	Iteration 455Q: 3 clusters Score -4744746 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
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	Iteration 456Q: 3 clusters Score -4744750 nChanged 2
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Mstep: Class 1 contains 67347 members 
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	Iteration 457Q: 3 clusters Score -4744752 nChanged 2
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Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
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	Iteration 458Q: 3 clusters Score -4744753 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
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	Iteration 459Q: 3 clusters Score -4744752 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
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	Iteration 460F: 3 clusters Score -4744751 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
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	Iteration 461Q: 3 clusters Score -4744758 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
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	Iteration 462Q: 3 clusters Score -4744754 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
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	Iteration 463Q: 3 clusters Score -4744757 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -4744758 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
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	Iteration 465Q: 3 clusters Score -4744756 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 39540 members 
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	Iteration 466Q: 3 clusters Score -4744756 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
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	Iteration 467Q: 3 clusters Score -4744754 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
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	Iteration 468Q: 3 clusters Score -4744753 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
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	Iteration 469Q: 3 clusters Score -4744754 nChanged 9
Entering Unmasked Mstep 
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	Iteration 470Q: 3 clusters Score -4744745 nChanged 12
Entering Unmasked Mstep 
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	Iteration 471Q: 3 clusters Score -4744748 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67436 members 
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Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -4744749 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -4744753 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -4744753 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67453 members 
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Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -4744756 nChanged 3
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Mstep: Class 1 contains 67456 members 
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Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -4744758 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -4744756 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
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	Iteration 478Q: 3 clusters Score -4744757 nChanged 5
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Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 39460 members 
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	Iteration 479Q: 3 clusters Score -4744757 nChanged 2
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Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
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	Iteration 480F: 3 clusters Score -4744759 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -4744761 nChanged 7
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Mstep: Class 1 contains 67480 members 
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Entering Unmasked Estep 
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	Iteration 482Q: 3 clusters Score -4744760 nChanged 4
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Mstep: Class 1 contains 67484 members 
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	Iteration 483Q: 3 clusters Score -4744760 nChanged 4
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Mstep: Class 1 contains 67488 members 
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	Iteration 484Q: 3 clusters Score -4744760 nChanged 4
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	Iteration 485Q: 3 clusters Score -4744756 nChanged 1
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	Iteration 486Q: 3 clusters Score -4744756 nChanged 1
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	Iteration 487Q: 3 clusters Score -4744755 nChanged 5
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Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
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	Iteration 488Q: 3 clusters Score -4744761 nChanged 3
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Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 39426 members 
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	Iteration 489Q: 3 clusters Score -4744756 nChanged 3
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Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 39423 members 
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	Iteration 490Q: 3 clusters Score -4744749 nChanged 2
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Mstep: Class 2 contains 39421 members 
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	Iteration 491Q: 3 clusters Score -4744748 nChanged 1
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Mstep: Class 2 contains 39420 members 
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	Iteration 492Q: 3 clusters Score -4744748 nChanged 0
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Mstep: Class 1 contains 67508 members 
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Entering Unmasked Estep 
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	Iteration 493F: 3 clusters Score -4744748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 300434 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 44877 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 67508 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 224758 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 210987 members 
Mstep: Class 24 contains 43773 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 39420 members 
Entering Unmasked Estep 
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Splitting cluster 17 changes total score from -46932284.000000 to -46937160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (10737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -469188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -462041.2 nChanged 5044
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	Iteration 1F: 3 clusters Score -465078 nChanged 595
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	Iteration 2F: 3 clusters Score -465368.3 nChanged 693
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Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -465805.6 nChanged 834
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Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -466501.7 nChanged 864
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -467342.250000 Penalty: 844.612061
	Iteration 5F: 3 clusters Score -467342.2 nChanged 735
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -468135.1 nChanged 406
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Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -468563.2 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -468733.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -468783.250000 Penalty: 844.612061
	Iteration 9Q: 3 clusters Score -468783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -468806.875000 Penalty: 844.612061
	Iteration 10Q: 3 clusters Score -468806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -468818.750000 Penalty: 844.612061
	Iteration 11Q: 3 clusters Score -468818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -468824.500000 Penalty: 844.612061
	Iteration 12Q: 3 clusters Score -468824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -468832.531250 Penalty: 844.612061
	Iteration 13Q: 3 clusters Score -468832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -468832.875000 Penalty: 844.612061
	Iteration 14Q: 3 clusters Score -468832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -468835.281250 Penalty: 844.612061
	Iteration 15Q: 3 clusters Score -468835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -468836.437500 Penalty: 844.612061
	Iteration 16Q: 3 clusters Score -468836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -468836.437500 Penalty: 844.612061
	Iteration 17F: 3 clusters Score -468836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224758 members 
Entering Unmasked Estep 
Score: -9832870.000000 Penalty: 560.686462
	Iteration 0F: 2 clusters Score -9832870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112254 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -9680105.000000 Penalty: 1121.372925
	Iteration 0F: 3 clusters Score -9680105 nChanged 110665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -9747413.000000 Penalty: 1121.372925
	Iteration 1F: 3 clusters Score -9747413 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -9749834.000000 Penalty: 1121.372925
	Iteration 2Q: 3 clusters Score -9749834 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -9753806.000000 Penalty: 1121.372925
	Iteration 3Q: 3 clusters Score -9753806 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -9760789.000000 Penalty: 1121.372925
	Iteration 4F: 3 clusters Score -9760789 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -9771310.000000 Penalty: 1121.372925
	Iteration 5F: 3 clusters Score -9771310 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -9785636.000000 Penalty: 1121.372925
	Iteration 6F: 3 clusters Score -9785636 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -9800473.000000 Penalty: 1121.372925
	Iteration 7F: 3 clusters Score -9800473 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 199040 members 
Entering Unmasked Estep 
Score: -9811799.000000 Penalty: 1121.372925
	Iteration 8F: 3 clusters Score -9811799 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 207177 members 
Entering Unmasked Estep 
Score: -9819116.000000 Penalty: 1121.372925
	Iteration 9Q: 3 clusters Score -9819116 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -9823497.000000 Penalty: 1121.372925
	Iteration 10Q: 3 clusters Score -9823497 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 216458 members 
Entering Unmasked Estep 
Score: -9826577.000000 Penalty: 1121.372925
	Iteration 11Q: 3 clusters Score -9826577 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 219279 members 
Entering Unmasked Estep 
Score: -9828666.000000 Penalty: 1121.372925
	Iteration 12Q: 3 clusters Score -9828666 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 221218 members 
Entering Unmasked Estep 
Score: -9830091.000000 Penalty: 1121.372925
	Iteration 13Q: 3 clusters Score -9830091 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 222476 members 
Entering Unmasked Estep 
Score: -9831080.000000 Penalty: 1121.372925
	Iteration 14Q: 3 clusters Score -9831080 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 223249 members 
Entering Unmasked Estep 
Score: -9831659.000000 Penalty: 1121.372925
	Iteration 15Q: 3 clusters Score -9831659 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 223699 members 
Entering Unmasked Estep 
Score: -9831914.000000 Penalty: 1121.372925
	Iteration 16Q: 3 clusters Score -9831914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 223977 members 
Entering Unmasked Estep 
Score: -9832088.000000 Penalty: 1121.372925
	Iteration 17Q: 3 clusters Score -9832088 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 224134 members 
Entering Unmasked Estep 
Score: -9832173.000000 Penalty: 1121.372925
	Iteration 18Q: 3 clusters Score -9832173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 224244 members 
Entering Unmasked Estep 
Score: -9832229.000000 Penalty: 1121.372925
	Iteration 19Q: 3 clusters Score -9832229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224305 members 
Entering Unmasked Estep 
Score: -9832264.000000 Penalty: 1121.372925
	Iteration 20F: 3 clusters Score -9832264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224352 members 
Entering Unmasked Estep 
Score: -9832286.000000 Penalty: 1121.372925
	Iteration 21Q: 3 clusters Score -9832286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224389 members 
Entering Unmasked Estep 
Score: -9832298.000000 Penalty: 1121.372925
	Iteration 22Q: 3 clusters Score -9832298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 224425 members 
Entering Unmasked Estep 
Score: -9832325.000000 Penalty: 1121.372925
	Iteration 23Q: 3 clusters Score -9832325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 224454 members 
Entering Unmasked Estep 
Score: -9832338.000000 Penalty: 1121.372925
	Iteration 24Q: 3 clusters Score -9832338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224475 members 
Entering Unmasked Estep 
Score: -9832343.000000 Penalty: 1121.372925
	Iteration 25Q: 3 clusters Score -9832343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224488 members 
Entering Unmasked Estep 
Score: -9832362.000000 Penalty: 1121.372925
	Iteration 26Q: 3 clusters Score -9832362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -9832373.000000 Penalty: 1121.372925
	Iteration 27Q: 3 clusters Score -9832373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224495 members 
Entering Unmasked Estep 
Score: -9832372.000000 Penalty: 1121.372925
	Iteration 28Q: 3 clusters Score -9832372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224501 members 
Entering Unmasked Estep 
Score: -9832384.000000 Penalty: 1121.372925
	Iteration 29Q: 3 clusters Score -9832384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224502 members 
Entering Unmasked Estep 
Score: -9832391.000000 Penalty: 1121.372925
	Iteration 30Q: 3 clusters Score -9832391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224504 members 
Entering Unmasked Estep 
Score: -9832397.000000 Penalty: 1121.372925
	Iteration 31Q: 3 clusters Score -9832397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224506 members 
Entering Unmasked Estep 
Score: -9832391.000000 Penalty: 1121.372925
	Iteration 32Q: 3 clusters Score -9832391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 224509 members 
Entering Unmasked Estep 
Score: -9832395.000000 Penalty: 1121.372925
	Iteration 33Q: 3 clusters Score -9832395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 224510 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 1121.372925
	Iteration 34Q: 3 clusters Score -9832396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224511 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 1121.372925
	Iteration 35Q: 3 clusters Score -9832396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224513 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 1121.372925
	Iteration 36Q: 3 clusters Score -9832396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224517 members 
Entering Unmasked Estep 
Score: -9832401.000000 Penalty: 1121.372925
	Iteration 37Q: 3 clusters Score -9832401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224517 members 
Entering Unmasked Estep 
Score: -9832408.000000 Penalty: 1121.372925
	Iteration 38Q: 3 clusters Score -9832408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224522 members 
Entering Unmasked Estep 
Score: -9832411.000000 Penalty: 1121.372925
	Iteration 39Q: 3 clusters Score -9832411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 224524 members 
Entering Unmasked Estep 
Score: -9832408.000000 Penalty: 1121.372925
	Iteration 40F: 3 clusters Score -9832408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 224525 members 
Entering Unmasked Estep 
Score: -9832409.000000 Penalty: 1121.372925
	Iteration 41Q: 3 clusters Score -9832409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 224525 members 
Entering Unmasked Estep 
Score: -9832409.000000 Penalty: 1121.372925
	Iteration 42F: 3 clusters Score -9832409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -24887.511719 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -24887.51 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 281 members 
Entering Unmasked Estep 
Score: -24352.523438 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -24352.52 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24473.681641 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -24473.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24507.449219 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -24507.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24529.373047 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -24529.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24540.722656 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -24540.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24543.423828 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -24543.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24545.164062 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -24545.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24547.562500 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -24547.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24548.351562 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -24548.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24549.082031 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -24549.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24549.142578 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -24549.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24549.142578 Penalty: 578.247681
	Iteration 11F: 3 clusters Score -24549.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -46239.843750 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -46239.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45368.878906 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -45368.88 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -45630.664062 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -45630.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -45692.296875 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -45692.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -45740.691406 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -45740.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -45777.308594 Penalty: 637.526794
	Iteration 4Q: 3 clusters Score -45777.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -45807.914062 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -45807.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -45833.863281 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -45833.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45858.292969 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -45858.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45879.289062 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -45879.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -45899.222656 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -45899.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -45922.171875 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -45922.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -45932.808594 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -45932.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -45945.500000 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -45945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -45953.453125 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -45953.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -45960.718750 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -45960.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -45966.011719 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -45966.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -45973.710938 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -45973.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -45985.777344 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -45985.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -45996.472656 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -45996.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -46003.570312 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -46003.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46012.132812 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -46012.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46021.808594 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -46021.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46029.125000 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -46029.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46035.824219 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -46035.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46051.621094 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -46051.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -46060.335938 Penalty: 637.526794
	Iteration 25Q: 3 clusters Score -46060.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46071.261719 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -46071.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -46076.835938 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -46076.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46077.128906 Penalty: 637.526794
	Iteration 28Q: 3 clusters Score -46077.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46077.613281 Penalty: 637.526794
	Iteration 29Q: 3 clusters Score -46077.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46077.671875 Penalty: 637.526794
	Iteration 30Q: 3 clusters Score -46077.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46077.671875 Penalty: 637.526794
	Iteration 31F: 3 clusters Score -46077.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -224831.765625 Penalty: 389.561157
	Iteration 0F: 2 clusters Score -224831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -221299.187500 Penalty: 779.122314
	Iteration 0F: 3 clusters Score -221299.2 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -222653.468750 Penalty: 779.122314
	Iteration 1F: 3 clusters Score -222653.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -222856.609375 Penalty: 779.122314
	Iteration 2F: 3 clusters Score -222856.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -223105.031250 Penalty: 779.122314
	Iteration 3F: 3 clusters Score -223105 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -223467.437500 Penalty: 779.122314
	Iteration 4F: 3 clusters Score -223467.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -223818.765625 Penalty: 779.122314
	Iteration 5F: 3 clusters Score -223818.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -224087.656250 Penalty: 779.122314
	Iteration 6F: 3 clusters Score -224087.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -224255.843750 Penalty: 779.122314
	Iteration 7Q: 3 clusters Score -224255.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -224364.531250 Penalty: 779.122314
	Iteration 8Q: 3 clusters Score -224364.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -224422.453125 Penalty: 779.122314
	Iteration 9Q: 3 clusters Score -224422.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -224448.078125 Penalty: 779.122314
	Iteration 10Q: 3 clusters Score -224448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -224460.203125 Penalty: 779.122314
	Iteration 11Q: 3 clusters Score -224460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -224471.359375 Penalty: 779.122314
	Iteration 12Q: 3 clusters Score -224471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -224482.140625 Penalty: 779.122314
	Iteration 13Q: 3 clusters Score -224482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -224488.296875 Penalty: 779.122314
	Iteration 14Q: 3 clusters Score -224488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -224498.796875 Penalty: 779.122314
	Iteration 15Q: 3 clusters Score -224498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -224501.234375 Penalty: 779.122314
	Iteration 16Q: 3 clusters Score -224501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -224505.906250 Penalty: 779.122314
	Iteration 17Q: 3 clusters Score -224505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -224510.390625 Penalty: 779.122314
	Iteration 18Q: 3 clusters Score -224510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -224510.390625 Penalty: 779.122314
	Iteration 19F: 3 clusters Score -224510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (210987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210987 members 
Entering Unmasked Estep 
Score: -9425055.000000 Penalty: 557.809631
	Iteration 0F: 2 clusters Score -9425055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -9281992.000000 Penalty: 1115.619263
	Iteration 0F: 3 clusters Score -9281992 nChanged 103665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -9346172.000000 Penalty: 1115.619263
	Iteration 1F: 3 clusters Score -9346172 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 105740 members 
Entering Unmasked Estep 
Score: -9347848.000000 Penalty: 1115.619263
	Iteration 2Q: 3 clusters Score -9347848 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -9349828.000000 Penalty: 1115.619263
	Iteration 3Q: 3 clusters Score -9349828 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103104 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -9352187.000000 Penalty: 1115.619263
	Iteration 4Q: 3 clusters Score -9352187 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -9355444.000000 Penalty: 1115.619263
	Iteration 5Q: 3 clusters Score -9355444 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -9359429.000000 Penalty: 1115.619263
	Iteration 6Q: 3 clusters Score -9359429 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -9365135.000000 Penalty: 1115.619263
	Iteration 7Q: 3 clusters Score -9365135 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -9372566.000000 Penalty: 1115.619263
	Iteration 8F: 3 clusters Score -9372566 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -9380283.000000 Penalty: 1115.619263
	Iteration 9F: 3 clusters Score -9380283 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -9385204.000000 Penalty: 1115.619263
	Iteration 10Q: 3 clusters Score -9385204 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 138464 members 
Entering Unmasked Estep 
Score: -9387529.000000 Penalty: 1115.619263
	Iteration 11Q: 3 clusters Score -9387529 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 141608 members 
Entering Unmasked Estep 
Score: -9388669.000000 Penalty: 1115.619263
	Iteration 12Q: 3 clusters Score -9388669 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 144936 members 
Entering Unmasked Estep 
Score: -9389647.000000 Penalty: 1115.619263
	Iteration 13Q: 3 clusters Score -9389647 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -9390644.000000 Penalty: 1115.619263
	Iteration 14Q: 3 clusters Score -9390644 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -9391906.000000 Penalty: 1115.619263
	Iteration 15Q: 3 clusters Score -9391906 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -9393349.000000 Penalty: 1115.619263
	Iteration 16Q: 3 clusters Score -9393349 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 160996 members 
Entering Unmasked Estep 
Score: -9395024.000000 Penalty: 1115.619263
	Iteration 17Q: 3 clusters Score -9395024 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -9396943.000000 Penalty: 1115.619263
	Iteration 18Q: 3 clusters Score -9396943 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -9398959.000000 Penalty: 1115.619263
	Iteration 19Q: 3 clusters Score -9398959 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -9401138.000000 Penalty: 1115.619263
	Iteration 20F: 3 clusters Score -9401138 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -9403767.000000 Penalty: 1115.619263
	Iteration 21Q: 3 clusters Score -9403767 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 184894 members 
Entering Unmasked Estep 
Score: -9406616.000000 Penalty: 1115.619263
	Iteration 22Q: 3 clusters Score -9406616 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 189410 members 
Entering Unmasked Estep 
Score: -9409529.000000 Penalty: 1115.619263
	Iteration 23Q: 3 clusters Score -9409529 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 193447 members 
Entering Unmasked Estep 
Score: -9412353.000000 Penalty: 1115.619263
	Iteration 24Q: 3 clusters Score -9412353 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 196978 members 
Entering Unmasked Estep 
Score: -9415075.000000 Penalty: 1115.619263
	Iteration 25Q: 3 clusters Score -9415075 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 199902 members 
Entering Unmasked Estep 
Score: -9417560.000000 Penalty: 1115.619263
	Iteration 26Q: 3 clusters Score -9417560 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 202218 members 
Entering Unmasked Estep 
Score: -9419310.000000 Penalty: 1115.619263
	Iteration 27Q: 3 clusters Score -9419310 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -9420681.000000 Penalty: 1115.619263
	Iteration 28Q: 3 clusters Score -9420681 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 205410 members 
Entering Unmasked Estep 
Score: -9421679.000000 Penalty: 1115.619263
	Iteration 29Q: 3 clusters Score -9421679 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 206498 members 
Entering Unmasked Estep 
Score: -9422387.000000 Penalty: 1115.619263
	Iteration 30Q: 3 clusters Score -9422387 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 207308 members 
Entering Unmasked Estep 
Score: -9422894.000000 Penalty: 1115.619263
	Iteration 31Q: 3 clusters Score -9422894 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -9423264.000000 Penalty: 1115.619263
	Iteration 32Q: 3 clusters Score -9423264 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 208480 members 
Entering Unmasked Estep 
Score: -9423531.000000 Penalty: 1115.619263
	Iteration 33Q: 3 clusters Score -9423531 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 208889 members 
Entering Unmasked Estep 
Score: -9423719.000000 Penalty: 1115.619263
	Iteration 34Q: 3 clusters Score -9423719 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -9423893.000000 Penalty: 1115.619263
	Iteration 35Q: 3 clusters Score -9423893 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 209494 members 
Entering Unmasked Estep 
Score: -9424038.000000 Penalty: 1115.619263
	Iteration 36Q: 3 clusters Score -9424038 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 209720 members 
Entering Unmasked Estep 
Score: -9424150.000000 Penalty: 1115.619263
	Iteration 37Q: 3 clusters Score -9424150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 209892 members 
Entering Unmasked Estep 
Score: -9424235.000000 Penalty: 1115.619263
	Iteration 38Q: 3 clusters Score -9424235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 210037 members 
Entering Unmasked Estep 
Score: -9424311.000000 Penalty: 1115.619263
	Iteration 39Q: 3 clusters Score -9424311 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 210140 members 
Entering Unmasked Estep 
Score: -9424345.000000 Penalty: 1115.619263
	Iteration 40F: 3 clusters Score -9424345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 210218 members 
Entering Unmasked Estep 
Score: -9424362.000000 Penalty: 1115.619263
	Iteration 41Q: 3 clusters Score -9424362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 210271 members 
Entering Unmasked Estep 
Score: -9424393.000000 Penalty: 1115.619263
	Iteration 42Q: 3 clusters Score -9424393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -9424412.000000 Penalty: 1115.619263
	Iteration 43Q: 3 clusters Score -9424412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 210351 members 
Entering Unmasked Estep 
Score: -9424426.000000 Penalty: 1115.619263
	Iteration 44Q: 3 clusters Score -9424426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 210371 members 
Entering Unmasked Estep 
Score: -9424438.000000 Penalty: 1115.619263
	Iteration 45Q: 3 clusters Score -9424438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 210399 members 
Entering Unmasked Estep 
Score: -9424442.000000 Penalty: 1115.619263
	Iteration 46Q: 3 clusters Score -9424442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 210420 members 
Entering Unmasked Estep 
Score: -9424453.000000 Penalty: 1115.619263
	Iteration 47Q: 3 clusters Score -9424453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 210442 members 
Entering Unmasked Estep 
Score: -9424463.000000 Penalty: 1115.619263
	Iteration 48Q: 3 clusters Score -9424463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 210465 members 
Entering Unmasked Estep 
Score: -9424486.000000 Penalty: 1115.619263
	Iteration 49Q: 3 clusters Score -9424486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 210482 members 
Entering Unmasked Estep 
Score: -9424494.000000 Penalty: 1115.619263
	Iteration 50Q: 3 clusters Score -9424494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 210498 members 
Entering Unmasked Estep 
Score: -9424493.000000 Penalty: 1115.619263
	Iteration 51Q: 3 clusters Score -9424493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 210516 members 
Entering Unmasked Estep 
Score: -9424507.000000 Penalty: 1115.619263
	Iteration 52Q: 3 clusters Score -9424507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 210531 members 
Entering Unmasked Estep 
Score: -9424511.000000 Penalty: 1115.619263
	Iteration 53Q: 3 clusters Score -9424511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 210540 members 
Entering Unmasked Estep 
Score: -9424519.000000 Penalty: 1115.619263
	Iteration 54Q: 3 clusters Score -9424519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 210552 members 
Entering Unmasked Estep 
Score: -9424524.000000 Penalty: 1115.619263
	Iteration 55Q: 3 clusters Score -9424524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 210551 members 
Entering Unmasked Estep 
Score: -9424530.000000 Penalty: 1115.619263
	Iteration 56Q: 3 clusters Score -9424530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 210559 members 
Entering Unmasked Estep 
Score: -9424528.000000 Penalty: 1115.619263
	Iteration 57Q: 3 clusters Score -9424528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210564 members 
Entering Unmasked Estep 
Score: -9424537.000000 Penalty: 1115.619263
	Iteration 58Q: 3 clusters Score -9424537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 210570 members 
Entering Unmasked Estep 
Score: -9424548.000000 Penalty: 1115.619263
	Iteration 59Q: 3 clusters Score -9424548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -9424549.000000 Penalty: 1115.619263
	Iteration 60F: 3 clusters Score -9424549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 210576 members 
Entering Unmasked Estep 
Score: -9424551.000000 Penalty: 1115.619263
	Iteration 61Q: 3 clusters Score -9424551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 210582 members 
Entering Unmasked Estep 
Score: -9424550.000000 Penalty: 1115.619263
	Iteration 62Q: 3 clusters Score -9424550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210586 members 
Entering Unmasked Estep 
Score: -9424556.000000 Penalty: 1115.619263
	Iteration 63Q: 3 clusters Score -9424556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 210595 members 
Entering Unmasked Estep 
Score: -9424556.000000 Penalty: 1115.619263
	Iteration 64Q: 3 clusters Score -9424556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 210598 members 
Entering Unmasked Estep 
Score: -9424554.000000 Penalty: 1115.619263
	Iteration 65Q: 3 clusters Score -9424554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 210600 members 
Entering Unmasked Estep 
Score: -9424555.000000 Penalty: 1115.619263
	Iteration 66Q: 3 clusters Score -9424555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 210601 members 
Entering Unmasked Estep 
Score: -9424556.000000 Penalty: 1115.619263
	Iteration 67Q: 3 clusters Score -9424556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 210603 members 
Entering Unmasked Estep 
Score: -9424557.000000 Penalty: 1115.619263
	Iteration 68Q: 3 clusters Score -9424557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 210605 members 
Entering Unmasked Estep 
Score: -9424561.000000 Penalty: 1115.619263
	Iteration 69Q: 3 clusters Score -9424561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 210605 members 
Entering Unmasked Estep 
Score: -9424558.000000 Penalty: 1115.619263
	Iteration 70Q: 3 clusters Score -9424558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 210608 members 
Entering Unmasked Estep 
Score: -9424563.000000 Penalty: 1115.619263
	Iteration 71Q: 3 clusters Score -9424563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210612 members 
Entering Unmasked Estep 
Score: -9424564.000000 Penalty: 1115.619263
	Iteration 72Q: 3 clusters Score -9424564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 210616 members 
Entering Unmasked Estep 
Score: -9424566.000000 Penalty: 1115.619263
	Iteration 73Q: 3 clusters Score -9424566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 210618 members 
Entering Unmasked Estep 
Score: -9424567.000000 Penalty: 1115.619263
	Iteration 74Q: 3 clusters Score -9424567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 210622 members 
Entering Unmasked Estep 
Score: -9424570.000000 Penalty: 1115.619263
	Iteration 75Q: 3 clusters Score -9424570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210623 members 
Entering Unmasked Estep 
Score: -9424574.000000 Penalty: 1115.619263
	Iteration 76Q: 3 clusters Score -9424574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 210626 members 
Entering Unmasked Estep 
Score: -9424573.000000 Penalty: 1115.619263
	Iteration 77Q: 3 clusters Score -9424573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 210630 members 
Entering Unmasked Estep 
Score: -9424579.000000 Penalty: 1115.619263
	Iteration 78Q: 3 clusters Score -9424579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 210631 members 
Entering Unmasked Estep 
Score: -9424578.000000 Penalty: 1115.619263
	Iteration 79Q: 3 clusters Score -9424578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 210632 members 
Entering Unmasked Estep 
Score: -9424584.000000 Penalty: 1115.619263
	Iteration 80F: 3 clusters Score -9424584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 210634 members 
Entering Unmasked Estep 
Score: -9424584.000000 Penalty: 1115.619263
	Iteration 81Q: 3 clusters Score -9424584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210635 members 
Entering Unmasked Estep 
Score: -9424589.000000 Penalty: 1115.619263
	Iteration 82Q: 3 clusters Score -9424589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210635 members 
Entering Unmasked Estep 
Score: -9424589.000000 Penalty: 1115.619263
	Iteration 83F: 3 clusters Score -9424589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 300434 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 44877 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 67508 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 224758 members 
Mstep: Class 20 contains 575 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 210987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938912.000000 Penalty: 16473.486328
Iteration 319Q: 27 clusters Score -4.693891e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 301058 members 
Mstep: Class 4 contains 104 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 25457 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 14168 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 44973 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 41218 members 
Mstep: Class 17 contains 67900 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 225953 members 
Mstep: Class 20 contains 580 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 211116 members 
Mstep: Class 24 contains 41609 members 
Mstep: Class 25 contains 104 members 
Mstep: Class 26 contains 38937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 608.373047 but Gain 633.595703
Score: -46941012.000000 Penalty: 15839.890625
Iteration 320F: 26 clusters Score -4.694101e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 302150 members 
Mstep: Class 4 contains 108 members 
Mstep: Class 6 contains 25446 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 22340 members 
Mstep: Class 9 contains 14124 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 44769 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 41370 members 
Mstep: Class 17 contains 68334 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 225624 members 
Mstep: Class 20 contains 578 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 211302 members 
Mstep: Class 24 contains 40864 members 
Mstep: Class 25 contains 103 members 
Mstep: Class 26 contains 39326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942536.000000 Penalty: 15839.890625
Iteration 321Q: 26 clusters Score -4.694254e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 303044 members 
Mstep: Class 4 contains 110 members 
Mstep: Class 6 contains 25433 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 22235 members 
Mstep: Class 9 contains 14085 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 44585 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 41542 members 
Mstep: Class 17 contains 68879 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 225285 members 
Mstep: Class 20 contains 578 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 211280 members 
Mstep: Class 24 contains 39990 members 
Mstep: Class 25 contains 101 members 
Mstep: Class 26 contains 39545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943092.000000 Penalty: 15839.890625
Iteration 322Q: 26 clusters Score -4.694309e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 303807 members 
Mstep: Class 4 contains 112 members 
Mstep: Class 6 contains 25415 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 22139 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 1199 members 
Mstep: Class 11 contains 44435 members 
Mstep: Class 12 contains 6281 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6865 members 
Mstep: Class 15 contains 4735 members 
Mstep: Class 16 contains 41693 members 
Mstep: Class 17 contains 69460 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 224998 members 
Mstep: Class 20 contains 574 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 5281 members 
Mstep: Class 23 contains 211229 members 
Mstep: Class 24 contains 39199 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943400.000000 Penalty: 15839.890625
Iteration 323Q: 26 clusters Score -4.69434e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 304520 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25412 members 
Mstep: Class 7 contains 566 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 14034 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6855 members 
Mstep: Class 15 contains 4606 members 
Mstep: Class 16 contains 41848 members 
Mstep: Class 17 contains 70005 members 
Mstep: Class 18 contains 10641 members 
Mstep: Class 19 contains 224702 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 211190 members 
Mstep: Class 24 contains 38446 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 39912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943812.000000 Penalty: 15839.890625
Iteration 324Q: 26 clusters Score -4.694381e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 305222 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25404 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 21989 members 
Mstep: Class 9 contains 14002 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 44161 members 
Mstep: Class 12 contains 6159 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 42005 members 
Mstep: Class 17 contains 70541 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 224419 members 
Mstep: Class 20 contains 585 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 211150 members 
Mstep: Class 24 contains 37682 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944024.000000 Penalty: 15839.890625
Iteration 325Q: 26 clusters Score -4.694402e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 305846 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25388 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 21923 members 
Mstep: Class 9 contains 13960 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 44062 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 71061 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 224236 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 5306 members 
Mstep: Class 23 contains 211137 members 
Mstep: Class 24 contains 36931 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944256.000000 Penalty: 15839.890625
Iteration 326Q: 26 clusters Score -4.694426e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 306462 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25371 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 21850 members 
Mstep: Class 9 contains 13918 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 43962 members 
Mstep: Class 12 contains 6045 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6865 members 
Mstep: Class 15 contains 4177 members 
Mstep: Class 16 contains 42279 members 
Mstep: Class 17 contains 71521 members 
Mstep: Class 18 contains 10609 members 
Mstep: Class 19 contains 224050 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 5312 members 
Mstep: Class 23 contains 211151 members 
Mstep: Class 24 contains 36181 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944376.000000 Penalty: 15839.890625
Iteration 327Q: 26 clusters Score -4.694438e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 307036 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25365 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 21791 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 43855 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6866 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 42409 members 
Mstep: Class 17 contains 72002 members 
Mstep: Class 18 contains 10595 members 
Mstep: Class 19 contains 223938 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 211186 members 
Mstep: Class 24 contains 35394 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944260.000000 Penalty: 15839.890625
Iteration 328Q: 26 clusters Score -4.694426e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 307480 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21738 members 
Mstep: Class 9 contains 13870 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 43756 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6866 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 42553 members 
Mstep: Class 17 contains 72512 members 
Mstep: Class 18 contains 10576 members 
Mstep: Class 19 contains 223822 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 5309 members 
Mstep: Class 23 contains 211171 members 
Mstep: Class 24 contains 34704 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944472.000000 Penalty: 15839.890625
Iteration 329Q: 26 clusters Score -4.694447e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 307913 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 13854 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 43645 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6861 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 42694 members 
Mstep: Class 17 contains 72996 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 223736 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1191 members 
Mstep: Class 22 contains 5319 members 
Mstep: Class 23 contains 211191 members 
Mstep: Class 24 contains 34035 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944284.000000 Penalty: 15839.890625
Iteration 330Q: 26 clusters Score -4.694428e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 308396 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25361 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 13835 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 43548 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6853 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 16 contains 42827 members 
Mstep: Class 17 contains 73485 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 223671 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 211144 members 
Mstep: Class 24 contains 33348 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944432.000000 Penalty: 15839.890625
Iteration 331Q: 26 clusters Score -4.694443e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 308876 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25363 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21559 members 
Mstep: Class 9 contains 13815 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 43444 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6850 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 42965 members 
Mstep: Class 17 contains 73962 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 223647 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 211090 members 
Mstep: Class 24 contains 32606 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944176.000000 Penalty: 15839.890625
Iteration 332Q: 26 clusters Score -4.694418e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 309294 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25359 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21502 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 43343 members 
Mstep: Class 12 contains 5730 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6850 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 16 contains 43101 members 
Mstep: Class 17 contains 74411 members 
Mstep: Class 18 contains 10512 members 
Mstep: Class 19 contains 223653 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 211068 members 
Mstep: Class 24 contains 31884 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944360.000000 Penalty: 15839.890625
Iteration 333Q: 26 clusters Score -4.694436e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 309755 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25353 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 43250 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6843 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 43216 members 
Mstep: Class 17 contains 74824 members 
Mstep: Class 18 contains 10500 members 
Mstep: Class 19 contains 223643 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 211041 members 
Mstep: Class 24 contains 31177 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 40940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944392.000000 Penalty: 15839.890625
Iteration 334Q: 26 clusters Score -4.694439e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 310155 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 21414 members 
Mstep: Class 9 contains 13745 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 43169 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6843 members 
Mstep: Class 15 contains 3117 members 
Mstep: Class 16 contains 43329 members 
Mstep: Class 17 contains 75247 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 223660 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 5366 members 
Mstep: Class 23 contains 211024 members 
Mstep: Class 24 contains 30477 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944440.000000 Penalty: 15839.890625
Iteration 335Q: 26 clusters Score -4.694444e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 310578 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25346 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 21380 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 43095 members 
Mstep: Class 12 contains 5677 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6835 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 75674 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 223668 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 5372 members 
Mstep: Class 23 contains 211009 members 
Mstep: Class 24 contains 29769 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944576.000000 Penalty: 15839.890625
Iteration 336Q: 26 clusters Score -4.694458e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 310949 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25346 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 21345 members 
Mstep: Class 9 contains 13712 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 43035 members 
Mstep: Class 12 contains 5669 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 43544 members 
Mstep: Class 17 contains 76090 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 223673 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 211006 members 
Mstep: Class 24 contains 29087 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944804.000000 Penalty: 15839.890625
Iteration 337Q: 26 clusters Score -4.69448e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 311388 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25342 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 21313 members 
Mstep: Class 9 contains 13702 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 42990 members 
Mstep: Class 12 contains 5664 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 43641 members 
Mstep: Class 17 contains 76490 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 223679 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 210962 members 
Mstep: Class 24 contains 28388 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944812.000000 Penalty: 15839.890625
Iteration 338Q: 26 clusters Score -4.694481e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 311709 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25344 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 21280 members 
Mstep: Class 9 contains 13687 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 42942 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 43743 members 
Mstep: Class 17 contains 76886 members 
Mstep: Class 18 contains 10471 members 
Mstep: Class 19 contains 223662 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 210934 members 
Mstep: Class 24 contains 27792 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 633.191467 but Gain 633.595703
Score: -46944992.000000 Penalty: 15206.294922
Iteration 339Q: 25 clusters Score -4.694499e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 312227 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25341 members 
Mstep: Class 8 contains 21249 members 
Mstep: Class 9 contains 13674 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 42904 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 43840 members 
Mstep: Class 17 contains 77264 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 223656 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 211254 members 
Mstep: Class 24 contains 27182 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945540.000000 Penalty: 15206.294922
Iteration 340F: 25 clusters Score -4.694554e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 312426 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25337 members 
Mstep: Class 8 contains 21229 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 42875 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 43926 members 
Mstep: Class 17 contains 77673 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 223661 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 211289 members 
Mstep: Class 24 contains 26606 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945644.000000 Penalty: 15206.294922
Iteration 341Q: 25 clusters Score -4.694564e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 312576 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25332 members 
Mstep: Class 8 contains 21213 members 
Mstep: Class 9 contains 13654 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 42842 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 44012 members 
Mstep: Class 17 contains 78087 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 223687 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5390 members 
Mstep: Class 23 contains 211299 members 
Mstep: Class 24 contains 26048 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945640.000000 Penalty: 15206.294922
Iteration 342Q: 25 clusters Score -4.694564e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 312717 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25323 members 
Mstep: Class 8 contains 21203 members 
Mstep: Class 9 contains 13646 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 42809 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 44101 members 
Mstep: Class 17 contains 78480 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 19 contains 223714 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5393 members 
Mstep: Class 23 contains 211301 members 
Mstep: Class 24 contains 25522 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945640.000000 Penalty: 15206.294922
Iteration 343Q: 25 clusters Score -4.694564e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 312823 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25323 members 
Mstep: Class 8 contains 21199 members 
Mstep: Class 9 contains 13644 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 44189 members 
Mstep: Class 17 contains 78849 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 223728 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 211324 members 
Mstep: Class 24 contains 25014 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945936.000000 Penalty: 15206.294922
Iteration 344Q: 25 clusters Score -4.694594e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 312878 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25327 members 
Mstep: Class 8 contains 21196 members 
Mstep: Class 9 contains 13633 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 42716 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 44277 members 
Mstep: Class 17 contains 79240 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 223777 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 211346 members 
Mstep: Class 24 contains 24498 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946160.000000 Penalty: 15206.294922
Iteration 345Q: 25 clusters Score -4.694616e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 312980 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 8 contains 21181 members 
Mstep: Class 9 contains 13620 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 44360 members 
Mstep: Class 17 contains 79675 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 223862 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1219 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 211319 members 
Mstep: Class 24 contains 23919 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946360.000000 Penalty: 15206.294922
Iteration 346Q: 25 clusters Score -4.694636e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 313089 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25326 members 
Mstep: Class 8 contains 21174 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 223930 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 211294 members 
Mstep: Class 24 contains 23338 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946448.000000 Penalty: 15206.294922
Iteration 347Q: 25 clusters Score -4.694645e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 313195 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25326 members 
Mstep: Class 8 contains 21161 members 
Mstep: Class 9 contains 13616 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 42582 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 44502 members 
Mstep: Class 17 contains 80659 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 223993 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 211226 members 
Mstep: Class 24 contains 22770 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946476.000000 Penalty: 15206.294922
Iteration 348Q: 25 clusters Score -4.694648e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 313286 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25331 members 
Mstep: Class 8 contains 21152 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42526 members 
Mstep: Class 12 contains 5565 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 44566 members 
Mstep: Class 17 contains 81199 members 
Mstep: Class 18 contains 10480 members 
Mstep: Class 19 contains 224052 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 211163 members 
Mstep: Class 24 contains 22207 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946416.000000 Penalty: 15206.294922
Iteration 349Q: 25 clusters Score -4.694642e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 313347 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25335 members 
Mstep: Class 8 contains 21146 members 
Mstep: Class 9 contains 13606 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6777 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 44636 members 
Mstep: Class 17 contains 81738 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 224124 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 211094 members 
Mstep: Class 24 contains 21638 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946404.000000 Penalty: 15206.294922
Iteration 350Q: 25 clusters Score -4.69464e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 313404 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25335 members 
Mstep: Class 8 contains 21137 members 
Mstep: Class 9 contains 13600 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42386 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 44690 members 
Mstep: Class 17 contains 82297 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 224213 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1229 members 
Mstep: Class 22 contains 5404 members 
Mstep: Class 23 contains 211007 members 
Mstep: Class 24 contains 21074 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946528.000000 Penalty: 15206.294922
Iteration 351Q: 25 clusters Score -4.694653e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 313399 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25338 members 
Mstep: Class 8 contains 21125 members 
Mstep: Class 9 contains 13593 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 42308 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6767 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 44742 members 
Mstep: Class 17 contains 82864 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 224316 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1231 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 210958 members 
Mstep: Class 24 contains 20514 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 41928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946884.000000 Penalty: 15206.294922
Iteration 352Q: 25 clusters Score -4.694688e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 313373 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25344 members 
Mstep: Class 8 contains 21120 members 
Mstep: Class 9 contains 13592 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 44784 members 
Mstep: Class 17 contains 83421 members 
Mstep: Class 18 contains 10479 members 
Mstep: Class 19 contains 224386 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 210884 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946976.000000 Penalty: 15206.294922
Iteration 353Q: 25 clusters Score -4.694698e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 313333 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25346 members 
Mstep: Class 8 contains 21120 members 
Mstep: Class 9 contains 13588 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 44834 members 
Mstep: Class 17 contains 83990 members 
Mstep: Class 18 contains 10481 members 
Mstep: Class 19 contains 224449 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5399 members 
Mstep: Class 23 contains 210812 members 
Mstep: Class 24 contains 19558 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947136.000000 Penalty: 15206.294922
Iteration 354Q: 25 clusters Score -4.694714e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1299 members 
Mstep: Class 3 contains 313366 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 8 contains 21107 members 
Mstep: Class 9 contains 13579 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 42069 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 44888 members 
Mstep: Class 17 contains 84557 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 224498 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210667 members 
Mstep: Class 24 contains 19070 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947204.000000 Penalty: 15206.294922
Iteration 355Q: 25 clusters Score -4.69472e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 313319 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25344 members 
Mstep: Class 8 contains 21091 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41978 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 85124 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 224571 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210591 members 
Mstep: Class 24 contains 18581 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947444.000000 Penalty: 15206.294922
Iteration 356Q: 25 clusters Score -4.694744e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 3 contains 313274 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 8 contains 21074 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 41879 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 44973 members 
Mstep: Class 17 contains 85679 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 224606 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210492 members 
Mstep: Class 24 contains 18154 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947524.000000 Penalty: 15206.294922
Iteration 357Q: 25 clusters Score -4.694752e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 313286 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 8 contains 21053 members 
Mstep: Class 9 contains 13569 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 41796 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 86251 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 224675 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210321 members 
Mstep: Class 24 contains 17665 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947708.000000 Penalty: 15206.294922
Iteration 358Q: 25 clusters Score -4.694771e+07 nChanged 1914
Entering ConstructFrom: 
Score: -46947708.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (40478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Entering Unmasked Estep 
Score: -1642262.625000 Penalty: 482.687378
	Iteration 0F: 2 clusters Score -1642263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -1615129.125000 Penalty: 965.374756
	Iteration 0F: 3 clusters Score -1615129 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1626722.000000 Penalty: 965.374756
	Iteration 1F: 3 clusters Score -1626722 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1627742.875000 Penalty: 965.374756
	Iteration 2F: 3 clusters Score -1627743 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1629204.125000 Penalty: 965.374756
	Iteration 3F: 3 clusters Score -1629204 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1631140.500000 Penalty: 965.374756
	Iteration 4F: 3 clusters Score -1631140 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1633378.375000 Penalty: 965.374756
	Iteration 5F: 3 clusters Score -1633378 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1635525.125000 Penalty: 965.374756
	Iteration 6F: 3 clusters Score -1635525 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1637265.500000 Penalty: 965.374756
	Iteration 7F: 3 clusters Score -1637266 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1638563.750000 Penalty: 965.374756
	Iteration 8Q: 3 clusters Score -1638564 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1639489.125000 Penalty: 965.374756
	Iteration 9Q: 3 clusters Score -1639489 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1640226.375000 Penalty: 965.374756
	Iteration 10Q: 3 clusters Score -1640226 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1640776.125000 Penalty: 965.374756
	Iteration 11Q: 3 clusters Score -1640776 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1641198.125000 Penalty: 965.374756
	Iteration 12Q: 3 clusters Score -1641198 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1641460.625000 Penalty: 965.374756
	Iteration 13Q: 3 clusters Score -1641461 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1641629.750000 Penalty: 965.374756
	Iteration 14Q: 3 clusters Score -1641630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1641750.625000 Penalty: 965.374756
	Iteration 15Q: 3 clusters Score -1641751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1641931.125000 Penalty: 965.374756
	Iteration 16Q: 3 clusters Score -1641931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1641986.750000 Penalty: 965.374756
	Iteration 17Q: 3 clusters Score -1641987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1642012.500000 Penalty: 965.374756
	Iteration 18Q: 3 clusters Score -1642012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1642037.375000 Penalty: 965.374756
	Iteration 19Q: 3 clusters Score -1642037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1642048.375000 Penalty: 965.374756
	Iteration 20F: 3 clusters Score -1642048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1642066.375000 Penalty: 965.374756
	Iteration 21Q: 3 clusters Score -1642066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1642078.000000 Penalty: 965.374756
	Iteration 22Q: 3 clusters Score -1642078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1642085.250000 Penalty: 965.374756
	Iteration 23Q: 3 clusters Score -1642085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1642093.750000 Penalty: 965.374756
	Iteration 24Q: 3 clusters Score -1642094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1642099.500000 Penalty: 965.374756
	Iteration 25Q: 3 clusters Score -1642100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1642100.750000 Penalty: 965.374756
	Iteration 26Q: 3 clusters Score -1642101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1642104.125000 Penalty: 965.374756
	Iteration 27Q: 3 clusters Score -1642104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1642108.125000 Penalty: 965.374756
	Iteration 28Q: 3 clusters Score -1642108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1642107.625000 Penalty: 965.374756
	Iteration 29Q: 3 clusters Score -1642108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1642107.250000 Penalty: 965.374756
	Iteration 30Q: 3 clusters Score -1642107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1642109.000000 Penalty: 965.374756
	Iteration 31Q: 3 clusters Score -1642109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1642109.875000 Penalty: 965.374756
	Iteration 32Q: 3 clusters Score -1642110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1642109.625000 Penalty: 965.374756
	Iteration 33Q: 3 clusters Score -1642110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1642112.125000 Penalty: 965.374756
	Iteration 34Q: 3 clusters Score -1642112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1642113.000000 Penalty: 965.374756
	Iteration 35Q: 3 clusters Score -1642113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1642113.250000 Penalty: 965.374756
	Iteration 36Q: 3 clusters Score -1642113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1642116.750000 Penalty: 965.374756
	Iteration 37Q: 3 clusters Score -1642117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1642115.000000 Penalty: 965.374756
	Iteration 38Q: 3 clusters Score -1642115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1642115.000000 Penalty: 965.374756
	Iteration 39F: 3 clusters Score -1642115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -54155.238281 Penalty: 325.535004
	Iteration 0F: 2 clusters Score -54155.24 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 645 members 
Entering Unmasked Estep 
Score: -53145.476562 Penalty: 651.070007
	Iteration 0F: 3 clusters Score -53145.48 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53416.363281 Penalty: 651.070007
	Iteration 1F: 3 clusters Score -53416.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53490.433594 Penalty: 651.070007
	Iteration 2F: 3 clusters Score -53490.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -53582.878906 Penalty: 651.070007
	Iteration 3F: 3 clusters Score -53582.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -53671.617188 Penalty: 651.070007
	Iteration 4F: 3 clusters Score -53671.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -53737.042969 Penalty: 651.070007
	Iteration 5F: 3 clusters Score -53737.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -53786.867188 Penalty: 651.070007
	Iteration 6F: 3 clusters Score -53786.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -53824.726562 Penalty: 651.070007
	Iteration 7Q: 3 clusters Score -53824.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -53870.605469 Penalty: 651.070007
	Iteration 8Q: 3 clusters Score -53870.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -53919.246094 Penalty: 651.070007
	Iteration 9Q: 3 clusters Score -53919.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -53941.160156 Penalty: 651.070007
	Iteration 10Q: 3 clusters Score -53941.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -53956.886719 Penalty: 651.070007
	Iteration 11Q: 3 clusters Score -53956.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -53961.425781 Penalty: 651.070007
	Iteration 12Q: 3 clusters Score -53961.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -53964.640625 Penalty: 651.070007
	Iteration 13Q: 3 clusters Score -53964.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -53966.707031 Penalty: 651.070007
	Iteration 14Q: 3 clusters Score -53966.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53970.890625 Penalty: 651.070007
	Iteration 15Q: 3 clusters Score -53970.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53972.687500 Penalty: 651.070007
	Iteration 16Q: 3 clusters Score -53972.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53973.128906 Penalty: 651.070007
	Iteration 17Q: 3 clusters Score -53973.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53973.128906 Penalty: 651.070007
	Iteration 18F: 3 clusters Score -53973.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (313180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313180 members 
Entering Unmasked Estep 
Score: -13938422.000000 Penalty: 575.781250
	Iteration 0F: 2 clusters Score -1.393842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156847 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -13729392.000000 Penalty: 1151.562500
	Iteration 0F: 3 clusters Score -1.372939e+07 nChanged 154815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 147934 members 
Entering Unmasked Estep 
Score: -13826296.000000 Penalty: 1151.562500
	Iteration 1F: 3 clusters Score -1.38263e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -13831705.000000 Penalty: 1151.562500
	Iteration 2Q: 3 clusters Score -1.38317e+07 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -13840305.000000 Penalty: 1151.562500
	Iteration 3Q: 3 clusters Score -1.38403e+07 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186154 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -13853336.000000 Penalty: 1151.562500
	Iteration 4F: 3 clusters Score -1.385334e+07 nChanged 20480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195796 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -13871347.000000 Penalty: 1151.562500
	Iteration 5F: 3 clusters Score -1.387135e+07 nChanged 21079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202929 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -13891902.000000 Penalty: 1151.562500
	Iteration 6F: 3 clusters Score -1.38919e+07 nChanged 20181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205428 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -13912620.000000 Penalty: 1151.562500
	Iteration 7F: 3 clusters Score -1.391262e+07 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204128 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -13927311.000000 Penalty: 1151.562500
	Iteration 8F: 3 clusters Score -1.392731e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202801 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -13932624.000000 Penalty: 1151.562500
	Iteration 9Q: 3 clusters Score -1.393262e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202269 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -13934396.000000 Penalty: 1151.562500
	Iteration 10Q: 3 clusters Score -1.39344e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201969 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -13935342.000000 Penalty: 1151.562500
	Iteration 11Q: 3 clusters Score -1.393534e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201642 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -13935865.000000 Penalty: 1151.562500
	Iteration 12Q: 3 clusters Score -1.393586e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201347 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -13936134.000000 Penalty: 1151.562500
	Iteration 13Q: 3 clusters Score -1.393613e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201004 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -13936229.000000 Penalty: 1151.562500
	Iteration 14Q: 3 clusters Score -1.393623e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200598 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -13936335.000000 Penalty: 1151.562500
	Iteration 15Q: 3 clusters Score -1.393634e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -13936308.000000 Penalty: 1151.562500
	Iteration 16Q: 3 clusters Score -1.393631e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199797 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -13936329.000000 Penalty: 1151.562500
	Iteration 17Q: 3 clusters Score -1.393633e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -13936358.000000 Penalty: 1151.562500
	Iteration 18Q: 3 clusters Score -1.393636e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198911 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -13936390.000000 Penalty: 1151.562500
	Iteration 19Q: 3 clusters Score -1.393639e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198473 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -13936361.000000 Penalty: 1151.562500
	Iteration 20F: 3 clusters Score -1.393636e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -13936369.000000 Penalty: 1151.562500
	Iteration 21Q: 3 clusters Score -1.393637e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -13936325.000000 Penalty: 1151.562500
	Iteration 22Q: 3 clusters Score -1.393632e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197055 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -13936358.000000 Penalty: 1151.562500
	Iteration 23Q: 3 clusters Score -1.393636e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196633 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -13936368.000000 Penalty: 1151.562500
	Iteration 24Q: 3 clusters Score -1.393637e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196218 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -13936311.000000 Penalty: 1151.562500
	Iteration 25Q: 3 clusters Score -1.393631e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195784 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -13936340.000000 Penalty: 1151.562500
	Iteration 26Q: 3 clusters Score -1.393634e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195302 members 
Mstep: Class 2 contains 117878 members 
Entering Unmasked Estep 
Score: -13936388.000000 Penalty: 1151.562500
	Iteration 27Q: 3 clusters Score -1.393639e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194806 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -13936400.000000 Penalty: 1151.562500
	Iteration 28Q: 3 clusters Score -1.39364e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194354 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -13936396.000000 Penalty: 1151.562500
	Iteration 29Q: 3 clusters Score -1.39364e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -13936450.000000 Penalty: 1151.562500
	Iteration 30Q: 3 clusters Score -1.393645e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -13936460.000000 Penalty: 1151.562500
	Iteration 31Q: 3 clusters Score -1.393646e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -13936481.000000 Penalty: 1151.562500
	Iteration 32Q: 3 clusters Score -1.393648e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192625 members 
Mstep: Class 2 contains 120555 members 
Entering Unmasked Estep 
Score: -13936457.000000 Penalty: 1151.562500
	Iteration 33Q: 3 clusters Score -1.393646e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192222 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -13936454.000000 Penalty: 1151.562500
	Iteration 34Q: 3 clusters Score -1.393645e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191808 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -13936401.000000 Penalty: 1151.562500
	Iteration 35Q: 3 clusters Score -1.39364e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191386 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -13936434.000000 Penalty: 1151.562500
	Iteration 36Q: 3 clusters Score -1.393643e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190954 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -13936463.000000 Penalty: 1151.562500
	Iteration 37Q: 3 clusters Score -1.393646e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190508 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -13936502.000000 Penalty: 1151.562500
	Iteration 38Q: 3 clusters Score -1.39365e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190029 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -13936570.000000 Penalty: 1151.562500
	Iteration 39Q: 3 clusters Score -1.393657e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189590 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -13936638.000000 Penalty: 1151.562500
	Iteration 40F: 3 clusters Score -1.393664e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -13936676.000000 Penalty: 1151.562500
	Iteration 41Q: 3 clusters Score -1.393668e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188696 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -13936712.000000 Penalty: 1151.562500
	Iteration 42Q: 3 clusters Score -1.393671e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -13936693.000000 Penalty: 1151.562500
	Iteration 43Q: 3 clusters Score -1.393669e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -13936697.000000 Penalty: 1151.562500
	Iteration 44Q: 3 clusters Score -1.39367e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 125669 members 
Entering Unmasked Estep 
Score: -13936721.000000 Penalty: 1151.562500
	Iteration 45Q: 3 clusters Score -1.393672e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187194 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -13936728.000000 Penalty: 1151.562500
	Iteration 46Q: 3 clusters Score -1.393673e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186849 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -13936730.000000 Penalty: 1151.562500
	Iteration 47Q: 3 clusters Score -1.393673e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 126650 members 
Entering Unmasked Estep 
Score: -13936763.000000 Penalty: 1151.562500
	Iteration 48Q: 3 clusters Score -1.393676e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186189 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -13936750.000000 Penalty: 1151.562500
	Iteration 49Q: 3 clusters Score -1.393675e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -13936750.000000 Penalty: 1151.562500
	Iteration 50Q: 3 clusters Score -1.393675e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185432 members 
Mstep: Class 2 contains 127748 members 
Entering Unmasked Estep 
Score: -13936765.000000 Penalty: 1151.562500
	Iteration 51Q: 3 clusters Score -1.393676e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185030 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -13936740.000000 Penalty: 1151.562500
	Iteration 52Q: 3 clusters Score -1.393674e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184659 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -13936746.000000 Penalty: 1151.562500
	Iteration 53Q: 3 clusters Score -1.393675e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -13936733.000000 Penalty: 1151.562500
	Iteration 54Q: 3 clusters Score -1.393673e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183897 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -13936752.000000 Penalty: 1151.562500
	Iteration 55Q: 3 clusters Score -1.393675e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -13936738.000000 Penalty: 1151.562500
	Iteration 56Q: 3 clusters Score -1.393674e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -13936758.000000 Penalty: 1151.562500
	Iteration 57Q: 3 clusters Score -1.393676e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 130559 members 
Entering Unmasked Estep 
Score: -13936711.000000 Penalty: 1151.562500
	Iteration 58Q: 3 clusters Score -1.393671e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -13936650.000000 Penalty: 1151.562500
	Iteration 59Q: 3 clusters Score -1.393665e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -13936653.000000 Penalty: 1151.562500
	Iteration 60F: 3 clusters Score -1.393665e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181430 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -13936653.000000 Penalty: 1151.562500
	Iteration 61Q: 3 clusters Score -1.393665e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181053 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -13936673.000000 Penalty: 1151.562500
	Iteration 62Q: 3 clusters Score -1.393667e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -13936715.000000 Penalty: 1151.562500
	Iteration 63Q: 3 clusters Score -1.393672e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180377 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -13936687.000000 Penalty: 1151.562500
	Iteration 64Q: 3 clusters Score -1.393669e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 133127 members 
Entering Unmasked Estep 
Score: -13936696.000000 Penalty: 1151.562500
	Iteration 65Q: 3 clusters Score -1.39367e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179736 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -13936701.000000 Penalty: 1151.562500
	Iteration 66Q: 3 clusters Score -1.39367e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179370 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -13936708.000000 Penalty: 1151.562500
	Iteration 67Q: 3 clusters Score -1.393671e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -13936655.000000 Penalty: 1151.562500
	Iteration 68Q: 3 clusters Score -1.393666e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 134412 members 
Entering Unmasked Estep 
Score: -13936652.000000 Penalty: 1151.562500
	Iteration 69Q: 3 clusters Score -1.393665e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -13936689.000000 Penalty: 1151.562500
	Iteration 70Q: 3 clusters Score -1.393669e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -13936655.000000 Penalty: 1151.562500
	Iteration 71Q: 3 clusters Score -1.393666e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -13936642.000000 Penalty: 1151.562500
	Iteration 72Q: 3 clusters Score -1.393664e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -13936628.000000 Penalty: 1151.562500
	Iteration 73Q: 3 clusters Score -1.393663e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177215 members 
Mstep: Class 2 contains 135965 members 
Entering Unmasked Estep 
Score: -13936629.000000 Penalty: 1151.562500
	Iteration 74Q: 3 clusters Score -1.393663e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -13936655.000000 Penalty: 1151.562500
	Iteration 75Q: 3 clusters Score -1.393666e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -13936645.000000 Penalty: 1151.562500
	Iteration 76Q: 3 clusters Score -1.393664e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -13936653.000000 Penalty: 1151.562500
	Iteration 77Q: 3 clusters Score -1.393665e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -13936633.000000 Penalty: 1151.562500
	Iteration 78Q: 3 clusters Score -1.393663e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -13936645.000000 Penalty: 1151.562500
	Iteration 79Q: 3 clusters Score -1.393664e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175256 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -13936636.000000 Penalty: 1151.562500
	Iteration 80F: 3 clusters Score -1.393664e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 138137 members 
Entering Unmasked Estep 
Score: -13936621.000000 Penalty: 1151.562500
	Iteration 81Q: 3 clusters Score -1.393662e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -13936650.000000 Penalty: 1151.562500
	Iteration 82Q: 3 clusters Score -1.393665e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174625 members 
Mstep: Class 2 contains 138555 members 
Entering Unmasked Estep 
Score: -13936645.000000 Penalty: 1151.562500
	Iteration 83Q: 3 clusters Score -1.393664e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 138806 members 
Entering Unmasked Estep 
Score: -13936680.000000 Penalty: 1151.562500
	Iteration 84Q: 3 clusters Score -1.393668e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 139058 members 
Entering Unmasked Estep 
Score: -13936664.000000 Penalty: 1151.562500
	Iteration 85Q: 3 clusters Score -1.393666e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 139293 members 
Entering Unmasked Estep 
Score: -13936667.000000 Penalty: 1151.562500
	Iteration 86Q: 3 clusters Score -1.393667e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173691 members 
Mstep: Class 2 contains 139489 members 
Entering Unmasked Estep 
Score: -13936649.000000 Penalty: 1151.562500
	Iteration 87Q: 3 clusters Score -1.393665e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -13936641.000000 Penalty: 1151.562500
	Iteration 88Q: 3 clusters Score -1.393664e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -13936631.000000 Penalty: 1151.562500
	Iteration 89Q: 3 clusters Score -1.393663e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -13936628.000000 Penalty: 1151.562500
	Iteration 90Q: 3 clusters Score -1.393663e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -13936597.000000 Penalty: 1151.562500
	Iteration 91Q: 3 clusters Score -1.39366e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 140488 members 
Entering Unmasked Estep 
Score: -13936597.000000 Penalty: 1151.562500
	Iteration 92Q: 3 clusters Score -1.39366e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 140695 members 
Entering Unmasked Estep 
Score: -13936618.000000 Penalty: 1151.562500
	Iteration 93Q: 3 clusters Score -1.393662e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -13936592.000000 Penalty: 1151.562500
	Iteration 94Q: 3 clusters Score -1.393659e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -13936568.000000 Penalty: 1151.562500
	Iteration 95Q: 3 clusters Score -1.393657e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -13936568.000000 Penalty: 1151.562500
	Iteration 96Q: 3 clusters Score -1.393657e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -13936547.000000 Penalty: 1151.562500
	Iteration 97Q: 3 clusters Score -1.393655e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 141867 members 
Entering Unmasked Estep 
Score: -13936542.000000 Penalty: 1151.562500
	Iteration 98Q: 3 clusters Score -1.393654e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -13936569.000000 Penalty: 1151.562500
	Iteration 99Q: 3 clusters Score -1.393657e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -13936569.000000 Penalty: 1151.562500
	Iteration 100F: 3 clusters Score -1.393657e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -13936538.000000 Penalty: 1151.562500
	Iteration 101Q: 3 clusters Score -1.393654e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 142745 members 
Entering Unmasked Estep 
Score: -13936519.000000 Penalty: 1151.562500
	Iteration 102Q: 3 clusters Score -1.393652e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -13936475.000000 Penalty: 1151.562500
	Iteration 103Q: 3 clusters Score -1.393648e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170025 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -13936446.000000 Penalty: 1151.562500
	Iteration 104Q: 3 clusters Score -1.393645e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -13936436.000000 Penalty: 1151.562500
	Iteration 105Q: 3 clusters Score -1.393644e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -13936451.000000 Penalty: 1151.562500
	Iteration 106Q: 3 clusters Score -1.393645e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -13936460.000000 Penalty: 1151.562500
	Iteration 107Q: 3 clusters Score -1.393646e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -13936470.000000 Penalty: 1151.562500
	Iteration 108Q: 3 clusters Score -1.393647e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -13936486.000000 Penalty: 1151.562500
	Iteration 109Q: 3 clusters Score -1.393649e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -13936512.000000 Penalty: 1151.562500
	Iteration 110Q: 3 clusters Score -1.393651e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -13936509.000000 Penalty: 1151.562500
	Iteration 111Q: 3 clusters Score -1.393651e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 144668 members 
Entering Unmasked Estep 
Score: -13936505.000000 Penalty: 1151.562500
	Iteration 112Q: 3 clusters Score -1.39365e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -13936491.000000 Penalty: 1151.562500
	Iteration 113Q: 3 clusters Score -1.393649e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -13936461.000000 Penalty: 1151.562500
	Iteration 114Q: 3 clusters Score -1.393646e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -13936442.000000 Penalty: 1151.562500
	Iteration 115Q: 3 clusters Score -1.393644e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -13936468.000000 Penalty: 1151.562500
	Iteration 116Q: 3 clusters Score -1.393647e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -13936439.000000 Penalty: 1151.562500
	Iteration 117Q: 3 clusters Score -1.393644e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -13936434.000000 Penalty: 1151.562500
	Iteration 118Q: 3 clusters Score -1.393643e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 146207 members 
Entering Unmasked Estep 
Score: -13936436.000000 Penalty: 1151.562500
	Iteration 119Q: 3 clusters Score -1.393644e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 146382 members 
Entering Unmasked Estep 
Score: -13936428.000000 Penalty: 1151.562500
	Iteration 120F: 3 clusters Score -1.393643e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -13936471.000000 Penalty: 1151.562500
	Iteration 121Q: 3 clusters Score -1.393647e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -13936462.000000 Penalty: 1151.562500
	Iteration 122Q: 3 clusters Score -1.393646e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -13936460.000000 Penalty: 1151.562500
	Iteration 123Q: 3 clusters Score -1.393646e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166216 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -13936466.000000 Penalty: 1151.562500
	Iteration 124Q: 3 clusters Score -1.393647e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -13936457.000000 Penalty: 1151.562500
	Iteration 125Q: 3 clusters Score -1.393646e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -13936468.000000 Penalty: 1151.562500
	Iteration 126Q: 3 clusters Score -1.393647e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -13936474.000000 Penalty: 1151.562500
	Iteration 127Q: 3 clusters Score -1.393647e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 147484 members 
Entering Unmasked Estep 
Score: -13936483.000000 Penalty: 1151.562500
	Iteration 128Q: 3 clusters Score -1.393648e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -13936522.000000 Penalty: 1151.562500
	Iteration 129Q: 3 clusters Score -1.393652e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -13936511.000000 Penalty: 1151.562500
	Iteration 130Q: 3 clusters Score -1.393651e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -13936518.000000 Penalty: 1151.562500
	Iteration 131Q: 3 clusters Score -1.393652e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -13936517.000000 Penalty: 1151.562500
	Iteration 132Q: 3 clusters Score -1.393652e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164902 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -13936527.000000 Penalty: 1151.562500
	Iteration 133Q: 3 clusters Score -1.393653e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -13936515.000000 Penalty: 1151.562500
	Iteration 134Q: 3 clusters Score -1.393652e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -13936509.000000 Penalty: 1151.562500
	Iteration 135Q: 3 clusters Score -1.393651e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -13936499.000000 Penalty: 1151.562500
	Iteration 136Q: 3 clusters Score -1.39365e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -13936502.000000 Penalty: 1151.562500
	Iteration 137Q: 3 clusters Score -1.39365e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 148895 members 
Entering Unmasked Estep 
Score: -13936499.000000 Penalty: 1151.562500
	Iteration 138Q: 3 clusters Score -1.39365e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -13936517.000000 Penalty: 1151.562500
	Iteration 139Q: 3 clusters Score -1.393652e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -13936525.000000 Penalty: 1151.562500
	Iteration 140F: 3 clusters Score -1.393652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -13936519.000000 Penalty: 1151.562500
	Iteration 141Q: 3 clusters Score -1.393652e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -13936520.000000 Penalty: 1151.562500
	Iteration 142Q: 3 clusters Score -1.393652e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -13936535.000000 Penalty: 1151.562500
	Iteration 143Q: 3 clusters Score -1.393654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -13936544.000000 Penalty: 1151.562500
	Iteration 144Q: 3 clusters Score -1.393654e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -13936527.000000 Penalty: 1151.562500
	Iteration 145Q: 3 clusters Score -1.393653e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -13936527.000000 Penalty: 1151.562500
	Iteration 146Q: 3 clusters Score -1.393653e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 149925 members 
Entering Unmasked Estep 
Score: -13936510.000000 Penalty: 1151.562500
	Iteration 147Q: 3 clusters Score -1.393651e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -13936500.000000 Penalty: 1151.562500
	Iteration 148Q: 3 clusters Score -1.39365e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -13936502.000000 Penalty: 1151.562500
	Iteration 149Q: 3 clusters Score -1.39365e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -13936507.000000 Penalty: 1151.562500
	Iteration 150Q: 3 clusters Score -1.393651e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -13936524.000000 Penalty: 1151.562500
	Iteration 151Q: 3 clusters Score -1.393652e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 150538 members 
Entering Unmasked Estep 
Score: -13936526.000000 Penalty: 1151.562500
	Iteration 152Q: 3 clusters Score -1.393653e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -13936515.000000 Penalty: 1151.562500
	Iteration 153Q: 3 clusters Score -1.393652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -13936504.000000 Penalty: 1151.562500
	Iteration 154Q: 3 clusters Score -1.39365e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -13936490.000000 Penalty: 1151.562500
	Iteration 155Q: 3 clusters Score -1.393649e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -13936475.000000 Penalty: 1151.562500
	Iteration 156Q: 3 clusters Score -1.393648e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162179 members 
Mstep: Class 2 contains 151001 members 
Entering Unmasked Estep 
Score: -13936467.000000 Penalty: 1151.562500
	Iteration 157Q: 3 clusters Score -1.393647e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -13936459.000000 Penalty: 1151.562500
	Iteration 158Q: 3 clusters Score -1.393646e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -13936437.000000 Penalty: 1151.562500
	Iteration 159Q: 3 clusters Score -1.393644e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -13936449.000000 Penalty: 1151.562500
	Iteration 160F: 3 clusters Score -1.393645e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161741 members 
Mstep: Class 2 contains 151439 members 
Entering Unmasked Estep 
Score: -13936441.000000 Penalty: 1151.562500
	Iteration 161Q: 3 clusters Score -1.393644e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -13936425.000000 Penalty: 1151.562500
	Iteration 162Q: 3 clusters Score -1.393642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161486 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -13936426.000000 Penalty: 1151.562500
	Iteration 163Q: 3 clusters Score -1.393643e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161347 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -13936415.000000 Penalty: 1151.562500
	Iteration 164Q: 3 clusters Score -1.393642e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -13936442.000000 Penalty: 1151.562500
	Iteration 165Q: 3 clusters Score -1.393644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -13936434.000000 Penalty: 1151.562500
	Iteration 166Q: 3 clusters Score -1.393643e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -13936455.000000 Penalty: 1151.562500
	Iteration 167Q: 3 clusters Score -1.393646e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 2 contains 152255 members 
Entering Unmasked Estep 
Score: -13936469.000000 Penalty: 1151.562500
	Iteration 168Q: 3 clusters Score -1.393647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -13936470.000000 Penalty: 1151.562500
	Iteration 169Q: 3 clusters Score -1.393647e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -13936463.000000 Penalty: 1151.562500
	Iteration 170Q: 3 clusters Score -1.393646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -13936469.000000 Penalty: 1151.562500
	Iteration 171Q: 3 clusters Score -1.393647e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -13936471.000000 Penalty: 1151.562500
	Iteration 172Q: 3 clusters Score -1.393647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 152714 members 
Entering Unmasked Estep 
Score: -13936469.000000 Penalty: 1151.562500
	Iteration 173Q: 3 clusters Score -1.393647e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -13936467.000000 Penalty: 1151.562500
	Iteration 174Q: 3 clusters Score -1.393647e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -13936465.000000 Penalty: 1151.562500
	Iteration 175Q: 3 clusters Score -1.393646e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -13936463.000000 Penalty: 1151.562500
	Iteration 176Q: 3 clusters Score -1.393646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -13936461.000000 Penalty: 1151.562500
	Iteration 177Q: 3 clusters Score -1.393646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -13936458.000000 Penalty: 1151.562500
	Iteration 178Q: 3 clusters Score -1.393646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -13936449.000000 Penalty: 1151.562500
	Iteration 179Q: 3 clusters Score -1.393645e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -13936469.000000 Penalty: 1151.562500
	Iteration 180F: 3 clusters Score -1.393647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -13936470.000000 Penalty: 1151.562500
	Iteration 181Q: 3 clusters Score -1.393647e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 153183 members 
Entering Unmasked Estep 
Score: -13936482.000000 Penalty: 1151.562500
	Iteration 182Q: 3 clusters Score -1.393648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -13936463.000000 Penalty: 1151.562500
	Iteration 183Q: 3 clusters Score -1.393646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -13936452.000000 Penalty: 1151.562500
	Iteration 184Q: 3 clusters Score -1.393645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -13936458.000000 Penalty: 1151.562500
	Iteration 185Q: 3 clusters Score -1.393646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -13936467.000000 Penalty: 1151.562500
	Iteration 186Q: 3 clusters Score -1.393647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 153277 members 
Entering Unmasked Estep 
Score: -13936469.000000 Penalty: 1151.562500
	Iteration 187Q: 3 clusters Score -1.393647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159891 members 
Mstep: Class 2 contains 153289 members 
Entering Unmasked Estep 
Score: -13936473.000000 Penalty: 1151.562500
	Iteration 188Q: 3 clusters Score -1.393647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -13936477.000000 Penalty: 1151.562500
	Iteration 189Q: 3 clusters Score -1.393648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159860 members 
Mstep: Class 2 contains 153320 members 
Entering Unmasked Estep 
Score: -13936476.000000 Penalty: 1151.562500
	Iteration 190Q: 3 clusters Score -1.393648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -13936480.000000 Penalty: 1151.562500
	Iteration 191Q: 3 clusters Score -1.393648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -13936474.000000 Penalty: 1151.562500
	Iteration 192Q: 3 clusters Score -1.393647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159839 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -13936479.000000 Penalty: 1151.562500
	Iteration 193Q: 3 clusters Score -1.393648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -13936476.000000 Penalty: 1151.562500
	Iteration 194Q: 3 clusters Score -1.393648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159822 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -13936478.000000 Penalty: 1151.562500
	Iteration 195Q: 3 clusters Score -1.393648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -13936477.000000 Penalty: 1151.562500
	Iteration 196Q: 3 clusters Score -1.393648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159818 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -13936481.000000 Penalty: 1151.562500
	Iteration 197Q: 3 clusters Score -1.393648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -13936477.000000 Penalty: 1151.562500
	Iteration 198Q: 3 clusters Score -1.393648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159818 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -13936476.000000 Penalty: 1151.562500
	Iteration 199Q: 3 clusters Score -1.393648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159818 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -13936476.000000 Penalty: 1151.562500
	Iteration 200F: 3 clusters Score -1.393648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -3499.284668 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -3499.285 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 56 members 
Entering Unmasked Estep 
Score: -3306.393066 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -3306.393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3405.229736 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -3405.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3445.368408 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -3445.368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3459.442627 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -3459.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3464.098633 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -3464.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3467.134277 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -3467.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3476.830322 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -3476.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3476.830322 Penalty: 430.192291
	Iteration 7F: 3 clusters Score -3476.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Entering Unmasked Estep 
Score: -1093950.750000 Penalty: 461.421204
	Iteration 0F: 2 clusters Score -1093951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1077045.375000 Penalty: 922.842407
	Iteration 0F: 3 clusters Score -1077045 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1084248.625000 Penalty: 922.842407
	Iteration 1F: 3 clusters Score -1084249 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1084925.500000 Penalty: 922.842407
	Iteration 2F: 3 clusters Score -1084926 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1086115.750000 Penalty: 922.842407
	Iteration 3F: 3 clusters Score -1086116 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1088007.125000 Penalty: 922.842407
	Iteration 4F: 3 clusters Score -1088007 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1090209.875000 Penalty: 922.842407
	Iteration 5F: 3 clusters Score -1090210 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1091594.250000 Penalty: 922.842407
	Iteration 6F: 3 clusters Score -1091594 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1092151.125000 Penalty: 922.842407
	Iteration 7Q: 3 clusters Score -1092151 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1092450.125000 Penalty: 922.842407
	Iteration 8Q: 3 clusters Score -1092450 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1092707.125000 Penalty: 922.842407
	Iteration 9Q: 3 clusters Score -1092707 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1092906.250000 Penalty: 922.842407
	Iteration 10Q: 3 clusters Score -1092906 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1093078.750000 Penalty: 922.842407
	Iteration 11Q: 3 clusters Score -1093079 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1093182.250000 Penalty: 922.842407
	Iteration 12Q: 3 clusters Score -1093182 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1093231.000000 Penalty: 922.842407
	Iteration 13Q: 3 clusters Score -1093231 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1093261.250000 Penalty: 922.842407
	Iteration 14Q: 3 clusters Score -1093261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1093277.125000 Penalty: 922.842407
	Iteration 15Q: 3 clusters Score -1093277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1093285.500000 Penalty: 922.842407
	Iteration 16Q: 3 clusters Score -1093286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1093291.250000 Penalty: 922.842407
	Iteration 17Q: 3 clusters Score -1093291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1093299.625000 Penalty: 922.842407
	Iteration 18Q: 3 clusters Score -1093300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1093302.500000 Penalty: 922.842407
	Iteration 19Q: 3 clusters Score -1093302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1093304.250000 Penalty: 922.842407
	Iteration 20F: 3 clusters Score -1093304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1093305.000000 Penalty: 922.842407
	Iteration 21Q: 3 clusters Score -1093305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1093304.375000 Penalty: 922.842407
	Iteration 22Q: 3 clusters Score -1093304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1093306.750000 Penalty: 922.842407
	Iteration 23Q: 3 clusters Score -1093307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1093307.875000 Penalty: 922.842407
	Iteration 24Q: 3 clusters Score -1093308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1093309.000000 Penalty: 922.842407
	Iteration 25Q: 3 clusters Score -1093309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1093306.625000 Penalty: 922.842407
	Iteration 26Q: 3 clusters Score -1093307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1093304.875000 Penalty: 922.842407
	Iteration 27Q: 3 clusters Score -1093305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1093305.000000 Penalty: 922.842407
	Iteration 28Q: 3 clusters Score -1093305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1093302.875000 Penalty: 922.842407
	Iteration 29Q: 3 clusters Score -1093303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1093303.750000 Penalty: 922.842407
	Iteration 30Q: 3 clusters Score -1093304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1093303.750000 Penalty: 922.842407
	Iteration 31F: 3 clusters Score -1093304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Entering Unmasked Estep 
Score: -900211.312500 Penalty: 452.871948
	Iteration 0F: 2 clusters Score -900211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -886073.687500 Penalty: 905.743896
	Iteration 0F: 3 clusters Score -886073.7 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -893006.125000 Penalty: 905.743896
	Iteration 1F: 3 clusters Score -893006.1 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -894471.250000 Penalty: 905.743896
	Iteration 2F: 3 clusters Score -894471.2 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -896310.437500 Penalty: 905.743896
	Iteration 3F: 3 clusters Score -896310.4 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -898151.625000 Penalty: 905.743896
	Iteration 4F: 3 clusters Score -898151.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -899029.187500 Penalty: 905.743896
	Iteration 5F: 3 clusters Score -899029.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -899332.750000 Penalty: 905.743896
	Iteration 6Q: 3 clusters Score -899332.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -899495.625000 Penalty: 905.743896
	Iteration 7Q: 3 clusters Score -899495.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -899602.312500 Penalty: 905.743896
	Iteration 8Q: 3 clusters Score -899602.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -899676.937500 Penalty: 905.743896
	Iteration 9Q: 3 clusters Score -899676.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -899724.437500 Penalty: 905.743896
	Iteration 10Q: 3 clusters Score -899724.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -899779.875000 Penalty: 905.743896
	Iteration 11Q: 3 clusters Score -899779.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -899821.937500 Penalty: 905.743896
	Iteration 12Q: 3 clusters Score -899821.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -899847.000000 Penalty: 905.743896
	Iteration 13Q: 3 clusters Score -899847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -899881.500000 Penalty: 905.743896
	Iteration 14Q: 3 clusters Score -899881.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -899908.312500 Penalty: 905.743896
	Iteration 15Q: 3 clusters Score -899908.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -899924.312500 Penalty: 905.743896
	Iteration 16Q: 3 clusters Score -899924.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -899945.625000 Penalty: 905.743896
	Iteration 17Q: 3 clusters Score -899945.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -899960.750000 Penalty: 905.743896
	Iteration 18Q: 3 clusters Score -899960.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -899975.125000 Penalty: 905.743896
	Iteration 19Q: 3 clusters Score -899975.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -899990.625000 Penalty: 905.743896
	Iteration 20F: 3 clusters Score -899990.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -900007.750000 Penalty: 905.743896
	Iteration 21Q: 3 clusters Score -900007.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -900025.437500 Penalty: 905.743896
	Iteration 22Q: 3 clusters Score -900025.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -900042.937500 Penalty: 905.743896
	Iteration 23Q: 3 clusters Score -900042.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -900056.687500 Penalty: 905.743896
	Iteration 24Q: 3 clusters Score -900056.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -900071.562500 Penalty: 905.743896
	Iteration 25Q: 3 clusters Score -900071.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -900078.187500 Penalty: 905.743896
	Iteration 26Q: 3 clusters Score -900078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -900087.375000 Penalty: 905.743896
	Iteration 27Q: 3 clusters Score -900087.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -900089.750000 Penalty: 905.743896
	Iteration 28Q: 3 clusters Score -900089.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -900094.812500 Penalty: 905.743896
	Iteration 29Q: 3 clusters Score -900094.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -900098.062500 Penalty: 905.743896
	Iteration 30Q: 3 clusters Score -900098.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -900103.625000 Penalty: 905.743896
	Iteration 31Q: 3 clusters Score -900103.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -900109.562500 Penalty: 905.743896
	Iteration 32Q: 3 clusters Score -900109.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -900113.062500 Penalty: 905.743896
	Iteration 33Q: 3 clusters Score -900113.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -900116.687500 Penalty: 905.743896
	Iteration 34Q: 3 clusters Score -900116.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -900119.187500 Penalty: 905.743896
	Iteration 35Q: 3 clusters Score -900119.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -900125.250000 Penalty: 905.743896
	Iteration 36Q: 3 clusters Score -900125.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -900129.187500 Penalty: 905.743896
	Iteration 37Q: 3 clusters Score -900129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -900131.187500 Penalty: 905.743896
	Iteration 38Q: 3 clusters Score -900131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -900130.250000 Penalty: 905.743896
	Iteration 39Q: 3 clusters Score -900130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -900132.062500 Penalty: 905.743896
	Iteration 40F: 3 clusters Score -900132.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -900134.687500 Penalty: 905.743896
	Iteration 41Q: 3 clusters Score -900134.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -900135.000000 Penalty: 905.743896
	Iteration 42Q: 3 clusters Score -900135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -900134.250000 Penalty: 905.743896
	Iteration 43Q: 3 clusters Score -900134.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -900139.500000 Penalty: 905.743896
	Iteration 44Q: 3 clusters Score -900139.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -900137.687500 Penalty: 905.743896
	Iteration 45Q: 3 clusters Score -900137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -900139.125000 Penalty: 905.743896
	Iteration 46Q: 3 clusters Score -900139.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -900141.187500 Penalty: 905.743896
	Iteration 47Q: 3 clusters Score -900141.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -900142.562500 Penalty: 905.743896
	Iteration 48Q: 3 clusters Score -900142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -900144.312500 Penalty: 905.743896
	Iteration 49Q: 3 clusters Score -900144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -900142.687500 Penalty: 905.743896
	Iteration 50Q: 3 clusters Score -900142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -900144.187500 Penalty: 905.743896
	Iteration 51Q: 3 clusters Score -900144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -900144.625000 Penalty: 905.743896
	Iteration 52Q: 3 clusters Score -900144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -900145.312500 Penalty: 905.743896
	Iteration 53Q: 3 clusters Score -900145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -900146.250000 Penalty: 905.743896
	Iteration 54Q: 3 clusters Score -900146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -900146.312500 Penalty: 905.743896
	Iteration 55Q: 3 clusters Score -900146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -900144.875000 Penalty: 905.743896
	Iteration 56Q: 3 clusters Score -900144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -900147.437500 Penalty: 905.743896
	Iteration 57Q: 3 clusters Score -900147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -900147.812500 Penalty: 905.743896
	Iteration 58Q: 3 clusters Score -900147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -900149.687500 Penalty: 905.743896
	Iteration 59Q: 3 clusters Score -900149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -900150.687500 Penalty: 905.743896
	Iteration 60F: 3 clusters Score -900150.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -900153.000000 Penalty: 905.743896
	Iteration 61Q: 3 clusters Score -900153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -900154.312500 Penalty: 905.743896
	Iteration 62Q: 3 clusters Score -900154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -900157.062500 Penalty: 905.743896
	Iteration 63Q: 3 clusters Score -900157.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -900158.062500 Penalty: 905.743896
	Iteration 64Q: 3 clusters Score -900158.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -900155.562500 Penalty: 905.743896
	Iteration 65Q: 3 clusters Score -900155.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -900160.500000 Penalty: 905.743896
	Iteration 66Q: 3 clusters Score -900160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -900161.625000 Penalty: 905.743896
	Iteration 67Q: 3 clusters Score -900161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -900163.125000 Penalty: 905.743896
	Iteration 68Q: 3 clusters Score -900163.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -900164.687500 Penalty: 905.743896
	Iteration 69Q: 3 clusters Score -900164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -900166.437500 Penalty: 905.743896
	Iteration 70Q: 3 clusters Score -900166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -900166.937500 Penalty: 905.743896
	Iteration 71Q: 3 clusters Score -900166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -900166.187500 Penalty: 905.743896
	Iteration 72Q: 3 clusters Score -900166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -900166.250000 Penalty: 905.743896
	Iteration 73Q: 3 clusters Score -900166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -900169.250000 Penalty: 905.743896
	Iteration 74Q: 3 clusters Score -900169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -900169.062500 Penalty: 905.743896
	Iteration 75Q: 3 clusters Score -900169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -900169.125000 Penalty: 905.743896
	Iteration 76Q: 3 clusters Score -900169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -900170.312500 Penalty: 905.743896
	Iteration 77Q: 3 clusters Score -900170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -900169.875000 Penalty: 905.743896
	Iteration 78Q: 3 clusters Score -900169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -900170.187500 Penalty: 905.743896
	Iteration 79Q: 3 clusters Score -900170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -900171.250000 Penalty: 905.743896
	Iteration 80F: 3 clusters Score -900171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -900171.062500 Penalty: 905.743896
	Iteration 81Q: 3 clusters Score -900171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -900170.500000 Penalty: 905.743896
	Iteration 82Q: 3 clusters Score -900170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -900170.500000 Penalty: 905.743896
	Iteration 83Q: 3 clusters Score -900170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -900171.125000 Penalty: 905.743896
	Iteration 84Q: 3 clusters Score -900171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -900171.125000 Penalty: 905.743896
	Iteration 85F: 3 clusters Score -900171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Entering Unmasked Estep 
Score: -601548.750000 Penalty: 432.957214
	Iteration 0F: 2 clusters Score -601548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -592540.937500 Penalty: 865.914429
	Iteration 0F: 3 clusters Score -592540.9 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -596074.000000 Penalty: 865.914429
	Iteration 1F: 3 clusters Score -596074 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -596227.687500 Penalty: 865.914429
	Iteration 2Q: 3 clusters Score -596227.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -596379.375000 Penalty: 865.914429
	Iteration 3Q: 3 clusters Score -596379.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -596530.875000 Penalty: 865.914429
	Iteration 4Q: 3 clusters Score -596530.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -596720.562500 Penalty: 865.914429
	Iteration 5Q: 3 clusters Score -596720.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -597034.812500 Penalty: 865.914429
	Iteration 6Q: 3 clusters Score -597034.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -597564.687500 Penalty: 865.914429
	Iteration 7F: 3 clusters Score -597564.7 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -598297.250000 Penalty: 865.914429
	Iteration 8F: 3 clusters Score -598297.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -599062.625000 Penalty: 865.914429
	Iteration 9F: 3 clusters Score -599062.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -599745.687500 Penalty: 865.914429
	Iteration 10F: 3 clusters Score -599745.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -600219.187500 Penalty: 865.914429
	Iteration 11Q: 3 clusters Score -600219.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -600528.562500 Penalty: 865.914429
	Iteration 12Q: 3 clusters Score -600528.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -600745.875000 Penalty: 865.914429
	Iteration 13Q: 3 clusters Score -600745.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -600891.312500 Penalty: 865.914429
	Iteration 14Q: 3 clusters Score -600891.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -601000.625000 Penalty: 865.914429
	Iteration 15Q: 3 clusters Score -601000.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -601054.187500 Penalty: 865.914429
	Iteration 16Q: 3 clusters Score -601054.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -601099.812500 Penalty: 865.914429
	Iteration 17Q: 3 clusters Score -601099.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -601125.250000 Penalty: 865.914429
	Iteration 18Q: 3 clusters Score -601125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -601144.812500 Penalty: 865.914429
	Iteration 19Q: 3 clusters Score -601144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -601157.937500 Penalty: 865.914429
	Iteration 20F: 3 clusters Score -601157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -601161.375000 Penalty: 865.914429
	Iteration 21Q: 3 clusters Score -601161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -601165.375000 Penalty: 865.914429
	Iteration 22Q: 3 clusters Score -601165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -601166.062500 Penalty: 865.914429
	Iteration 23Q: 3 clusters Score -601166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -601169.250000 Penalty: 865.914429
	Iteration 24Q: 3 clusters Score -601169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -601169.187500 Penalty: 865.914429
	Iteration 25Q: 3 clusters Score -601169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -601169.187500 Penalty: 865.914429
	Iteration 26F: 3 clusters Score -601169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -43961.292969 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -43961.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43025.367188 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -43025.37 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43332.500000 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -43332.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43405.878906 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -43405.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -43445.398438 Penalty: 644.664612
	Iteration 3F: 3 clusters Score -43445.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -43466.394531 Penalty: 644.664612
	Iteration 4Q: 3 clusters Score -43466.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -43482.601562 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -43482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -43496.160156 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -43496.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -43513.058594 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -43513.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43534.066406 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -43534.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43562.132812 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -43562.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43593.359375 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -43593.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43611.250000 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -43611.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43619.386719 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -43619.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43632.160156 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -43632.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43654.117188 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -43654.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43676.726562 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -43676.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43692.285156 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -43692.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43704.082031 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -43704.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -43716.691406 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -43716.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43730.125000 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -43730.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43738.320312 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -43738.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -43745.046875 Penalty: 644.664612
	Iteration 21Q: 3 clusters Score -43745.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43748.523438 Penalty: 644.664612
	Iteration 22Q: 3 clusters Score -43748.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43750.609375 Penalty: 644.664612
	Iteration 23Q: 3 clusters Score -43750.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43751.945312 Penalty: 644.664612
	Iteration 24Q: 3 clusters Score -43751.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43753.515625 Penalty: 644.664612
	Iteration 25Q: 3 clusters Score -43753.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -43756.101562 Penalty: 644.664612
	Iteration 26Q: 3 clusters Score -43756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43759.933594 Penalty: 644.664612
	Iteration 27Q: 3 clusters Score -43759.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -43762.917969 Penalty: 644.664612
	Iteration 28Q: 3 clusters Score -43762.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43764.757812 Penalty: 644.664612
	Iteration 29Q: 3 clusters Score -43764.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43765.007812 Penalty: 644.664612
	Iteration 30Q: 3 clusters Score -43765.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43765.480469 Penalty: 644.664612
	Iteration 31Q: 3 clusters Score -43765.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43765.968750 Penalty: 644.664612
	Iteration 32Q: 3 clusters Score -43765.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43766.316406 Penalty: 644.664612
	Iteration 33Q: 3 clusters Score -43766.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43766.441406 Penalty: 644.664612
	Iteration 34Q: 3 clusters Score -43766.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43767.164062 Penalty: 644.664612
	Iteration 35Q: 3 clusters Score -43767.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43767.367188 Penalty: 644.664612
	Iteration 36Q: 3 clusters Score -43767.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43767.367188 Penalty: 644.664612
	Iteration 37F: 3 clusters Score -43767.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Entering Unmasked Estep 
Score: -1836943.750000 Penalty: 484.042877
	Iteration 0F: 2 clusters Score -1836944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1808893.750000 Penalty: 968.085754
	Iteration 0F: 3 clusters Score -1808894 nChanged 20109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1821498.000000 Penalty: 968.085754
	Iteration 1F: 3 clusters Score -1821498 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1822708.875000 Penalty: 968.085754
	Iteration 2F: 3 clusters Score -1822709 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1824523.750000 Penalty: 968.085754
	Iteration 3F: 3 clusters Score -1824524 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1826916.125000 Penalty: 968.085754
	Iteration 4F: 3 clusters Score -1826916 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1828787.250000 Penalty: 968.085754
	Iteration 5F: 3 clusters Score -1828787 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1829655.125000 Penalty: 968.085754
	Iteration 6Q: 3 clusters Score -1829655 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1830053.875000 Penalty: 968.085754
	Iteration 7Q: 3 clusters Score -1830054 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1830366.000000 Penalty: 968.085754
	Iteration 8Q: 3 clusters Score -1830366 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1830733.125000 Penalty: 968.085754
	Iteration 9Q: 3 clusters Score -1830733 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1831094.750000 Penalty: 968.085754
	Iteration 10Q: 3 clusters Score -1831095 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1831504.750000 Penalty: 968.085754
	Iteration 11Q: 3 clusters Score -1831505 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1831946.250000 Penalty: 968.085754
	Iteration 12Q: 3 clusters Score -1831946 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1832466.000000 Penalty: 968.085754
	Iteration 13Q: 3 clusters Score -1832466 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1833000.750000 Penalty: 968.085754
	Iteration 14Q: 3 clusters Score -1833001 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1833531.000000 Penalty: 968.085754
	Iteration 15Q: 3 clusters Score -1833531 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1834037.625000 Penalty: 968.085754
	Iteration 16Q: 3 clusters Score -1834038 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1834575.250000 Penalty: 968.085754
	Iteration 17Q: 3 clusters Score -1834575 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1835074.375000 Penalty: 968.085754
	Iteration 18Q: 3 clusters Score -1835074 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1835463.375000 Penalty: 968.085754
	Iteration 19Q: 3 clusters Score -1835463 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1835828.000000 Penalty: 968.085754
	Iteration 20F: 3 clusters Score -1835828 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1836083.625000 Penalty: 968.085754
	Iteration 21Q: 3 clusters Score -1836084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1836255.000000 Penalty: 968.085754
	Iteration 22Q: 3 clusters Score -1836255 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1836367.375000 Penalty: 968.085754
	Iteration 23Q: 3 clusters Score -1836367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1836428.500000 Penalty: 968.085754
	Iteration 24Q: 3 clusters Score -1836428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1836467.125000 Penalty: 968.085754
	Iteration 25Q: 3 clusters Score -1836467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1836489.375000 Penalty: 968.085754
	Iteration 26Q: 3 clusters Score -1836489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1836510.875000 Penalty: 968.085754
	Iteration 27Q: 3 clusters Score -1836511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1836529.750000 Penalty: 968.085754
	Iteration 28Q: 3 clusters Score -1836530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1836546.875000 Penalty: 968.085754
	Iteration 29Q: 3 clusters Score -1836547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1836559.125000 Penalty: 968.085754
	Iteration 30Q: 3 clusters Score -1836559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1836570.750000 Penalty: 968.085754
	Iteration 31Q: 3 clusters Score -1836571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1836577.250000 Penalty: 968.085754
	Iteration 32Q: 3 clusters Score -1836577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1836584.500000 Penalty: 968.085754
	Iteration 33Q: 3 clusters Score -1836584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1836594.625000 Penalty: 968.085754
	Iteration 34Q: 3 clusters Score -1836595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1836599.500000 Penalty: 968.085754
	Iteration 35Q: 3 clusters Score -1836600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1836604.625000 Penalty: 968.085754
	Iteration 36Q: 3 clusters Score -1836605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1836608.375000 Penalty: 968.085754
	Iteration 37Q: 3 clusters Score -1836608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1836613.500000 Penalty: 968.085754
	Iteration 38Q: 3 clusters Score -1836614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1836615.750000 Penalty: 968.085754
	Iteration 39Q: 3 clusters Score -1836616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1836620.875000 Penalty: 968.085754
	Iteration 40F: 3 clusters Score -1836621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1836624.875000 Penalty: 968.085754
	Iteration 41Q: 3 clusters Score -1836625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1836624.000000 Penalty: 968.085754
	Iteration 42Q: 3 clusters Score -1836624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1836624.375000 Penalty: 968.085754
	Iteration 43Q: 3 clusters Score -1836624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1836624.375000 Penalty: 968.085754
	Iteration 44F: 3 clusters Score -1836624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -241206.062500 Penalty: 392.009308
	Iteration 0F: 2 clusters Score -241206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -237514.015625 Penalty: 784.018616
	Iteration 0F: 3 clusters Score -237514 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -238931.453125 Penalty: 784.018616
	Iteration 1F: 3 clusters Score -238931.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -239101.812500 Penalty: 784.018616
	Iteration 2F: 3 clusters Score -239101.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -239235.437500 Penalty: 784.018616
	Iteration 3F: 3 clusters Score -239235.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -239346.296875 Penalty: 784.018616
	Iteration 4Q: 3 clusters Score -239346.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -239467.859375 Penalty: 784.018616
	Iteration 5Q: 3 clusters Score -239467.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -239606.265625 Penalty: 784.018616
	Iteration 6Q: 3 clusters Score -239606.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -239718.921875 Penalty: 784.018616
	Iteration 7Q: 3 clusters Score -239718.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -239821.312500 Penalty: 784.018616
	Iteration 8Q: 3 clusters Score -239821.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -239891.984375 Penalty: 784.018616
	Iteration 9Q: 3 clusters Score -239892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -239957.828125 Penalty: 784.018616
	Iteration 10Q: 3 clusters Score -239957.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -240023.109375 Penalty: 784.018616
	Iteration 11Q: 3 clusters Score -240023.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -240077.437500 Penalty: 784.018616
	Iteration 12Q: 3 clusters Score -240077.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -240125.031250 Penalty: 784.018616
	Iteration 13Q: 3 clusters Score -240125 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -240186.031250 Penalty: 784.018616
	Iteration 14Q: 3 clusters Score -240186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -240252.281250 Penalty: 784.018616
	Iteration 15Q: 3 clusters Score -240252.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -240326.390625 Penalty: 784.018616
	Iteration 16Q: 3 clusters Score -240326.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -240410.343750 Penalty: 784.018616
	Iteration 17Q: 3 clusters Score -240410.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -240491.718750 Penalty: 784.018616
	Iteration 18Q: 3 clusters Score -240491.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -240555.703125 Penalty: 784.018616
	Iteration 19Q: 3 clusters Score -240555.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -240612.296875 Penalty: 784.018616
	Iteration 20F: 3 clusters Score -240612.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -240657.531250 Penalty: 784.018616
	Iteration 21Q: 3 clusters Score -240657.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240695.421875 Penalty: 784.018616
	Iteration 22Q: 3 clusters Score -240695.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -240722.406250 Penalty: 784.018616
	Iteration 23Q: 3 clusters Score -240722.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -240740.828125 Penalty: 784.018616
	Iteration 24Q: 3 clusters Score -240740.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -240753.500000 Penalty: 784.018616
	Iteration 25Q: 3 clusters Score -240753.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -240767.125000 Penalty: 784.018616
	Iteration 26Q: 3 clusters Score -240767.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -240776.000000 Penalty: 784.018616
	Iteration 27Q: 3 clusters Score -240776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240784.046875 Penalty: 784.018616
	Iteration 28Q: 3 clusters Score -240784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -240794.375000 Penalty: 784.018616
	Iteration 29Q: 3 clusters Score -240794.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -240803.421875 Penalty: 784.018616
	Iteration 30Q: 3 clusters Score -240803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -240808.640625 Penalty: 784.018616
	Iteration 31Q: 3 clusters Score -240808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -240810.953125 Penalty: 784.018616
	Iteration 32Q: 3 clusters Score -240811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -240813.046875 Penalty: 784.018616
	Iteration 33Q: 3 clusters Score -240813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -240814.953125 Penalty: 784.018616
	Iteration 34Q: 3 clusters Score -240815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -240816.546875 Penalty: 784.018616
	Iteration 35Q: 3 clusters Score -240816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -240817.796875 Penalty: 784.018616
	Iteration 36Q: 3 clusters Score -240817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -240819.781250 Penalty: 784.018616
	Iteration 37Q: 3 clusters Score -240819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -240821.531250 Penalty: 784.018616
	Iteration 38Q: 3 clusters Score -240821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -240822.453125 Penalty: 784.018616
	Iteration 39Q: 3 clusters Score -240822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -240822.843750 Penalty: 784.018616
	Iteration 40F: 3 clusters Score -240822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -240824.875000 Penalty: 784.018616
	Iteration 41Q: 3 clusters Score -240824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -240825.078125 Penalty: 784.018616
	Iteration 42Q: 3 clusters Score -240825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -240826.046875 Penalty: 784.018616
	Iteration 43Q: 3 clusters Score -240826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -240827.468750 Penalty: 784.018616
	Iteration 44Q: 3 clusters Score -240827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -240827.593750 Penalty: 784.018616
	Iteration 45Q: 3 clusters Score -240827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -240827.703125 Penalty: 784.018616
	Iteration 46Q: 3 clusters Score -240827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -240827.687500 Penalty: 784.018616
	Iteration 47Q: 3 clusters Score -240827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -240828.031250 Penalty: 784.018616
	Iteration 48Q: 3 clusters Score -240828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -240828.187500 Penalty: 784.018616
	Iteration 49Q: 3 clusters Score -240828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -240828.359375 Penalty: 784.018616
	Iteration 50Q: 3 clusters Score -240828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -240828.218750 Penalty: 784.018616
	Iteration 51Q: 3 clusters Score -240828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -240828.218750 Penalty: 784.018616
	Iteration 52F: 3 clusters Score -240828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -3822.185791 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -3822.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3610.656494 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3610.656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3642.464600 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3642.465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3649.401367 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -3649.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3652.150635 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -3652.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3652.150635 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -3652.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -294402.875000 Penalty: 401.072327
	Iteration 0F: 2 clusters Score -294402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -289880.281250 Penalty: 802.144653
	Iteration 0F: 3 clusters Score -289880.3 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -291523.437500 Penalty: 802.144653
	Iteration 1F: 3 clusters Score -291523.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -291620.625000 Penalty: 802.144653
	Iteration 2Q: 3 clusters Score -291620.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -291698.875000 Penalty: 802.144653
	Iteration 3Q: 3 clusters Score -291698.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -291778.468750 Penalty: 802.144653
	Iteration 4Q: 3 clusters Score -291778.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -291868.281250 Penalty: 802.144653
	Iteration 5Q: 3 clusters Score -291868.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -291968.468750 Penalty: 802.144653
	Iteration 6Q: 3 clusters Score -291968.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -292106.656250 Penalty: 802.144653
	Iteration 7Q: 3 clusters Score -292106.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -292284.187500 Penalty: 802.144653
	Iteration 8Q: 3 clusters Score -292284.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -292528.437500 Penalty: 802.144653
	Iteration 9Q: 3 clusters Score -292528.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -292802.843750 Penalty: 802.144653
	Iteration 10F: 3 clusters Score -292802.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -293046.468750 Penalty: 802.144653
	Iteration 11Q: 3 clusters Score -293046.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -293240.343750 Penalty: 802.144653
	Iteration 12Q: 3 clusters Score -293240.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -293350.968750 Penalty: 802.144653
	Iteration 13Q: 3 clusters Score -293351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -293419.000000 Penalty: 802.144653
	Iteration 14Q: 3 clusters Score -293419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -293480.343750 Penalty: 802.144653
	Iteration 15Q: 3 clusters Score -293480.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -293531.968750 Penalty: 802.144653
	Iteration 16Q: 3 clusters Score -293532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -293565.187500 Penalty: 802.144653
	Iteration 17Q: 3 clusters Score -293565.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -293593.718750 Penalty: 802.144653
	Iteration 18Q: 3 clusters Score -293593.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -293618.125000 Penalty: 802.144653
	Iteration 19Q: 3 clusters Score -293618.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -293642.375000 Penalty: 802.144653
	Iteration 20F: 3 clusters Score -293642.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -293666.437500 Penalty: 802.144653
	Iteration 21Q: 3 clusters Score -293666.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -293689.625000 Penalty: 802.144653
	Iteration 22Q: 3 clusters Score -293689.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -293710.656250 Penalty: 802.144653
	Iteration 23Q: 3 clusters Score -293710.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -293726.593750 Penalty: 802.144653
	Iteration 24Q: 3 clusters Score -293726.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293741.781250 Penalty: 802.144653
	Iteration 25Q: 3 clusters Score -293741.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -293757.625000 Penalty: 802.144653
	Iteration 26Q: 3 clusters Score -293757.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293772.156250 Penalty: 802.144653
	Iteration 27Q: 3 clusters Score -293772.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293788.562500 Penalty: 802.144653
	Iteration 28Q: 3 clusters Score -293788.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -293803.750000 Penalty: 802.144653
	Iteration 29Q: 3 clusters Score -293803.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -293817.281250 Penalty: 802.144653
	Iteration 30Q: 3 clusters Score -293817.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -293830.218750 Penalty: 802.144653
	Iteration 31Q: 3 clusters Score -293830.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -293844.156250 Penalty: 802.144653
	Iteration 32Q: 3 clusters Score -293844.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -293859.500000 Penalty: 802.144653
	Iteration 33Q: 3 clusters Score -293859.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -293879.937500 Penalty: 802.144653
	Iteration 34Q: 3 clusters Score -293879.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -293897.125000 Penalty: 802.144653
	Iteration 35Q: 3 clusters Score -293897.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293905.906250 Penalty: 802.144653
	Iteration 36Q: 3 clusters Score -293905.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293913.468750 Penalty: 802.144653
	Iteration 37Q: 3 clusters Score -293913.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -293920.500000 Penalty: 802.144653
	Iteration 38Q: 3 clusters Score -293920.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -293925.312500 Penalty: 802.144653
	Iteration 39Q: 3 clusters Score -293925.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -293928.968750 Penalty: 802.144653
	Iteration 40F: 3 clusters Score -293929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -293932.406250 Penalty: 802.144653
	Iteration 41Q: 3 clusters Score -293932.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -293936.218750 Penalty: 802.144653
	Iteration 42Q: 3 clusters Score -293936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -293940.062500 Penalty: 802.144653
	Iteration 43Q: 3 clusters Score -293940.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -293945.875000 Penalty: 802.144653
	Iteration 44Q: 3 clusters Score -293945.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -293948.687500 Penalty: 802.144653
	Iteration 45Q: 3 clusters Score -293948.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -293951.031250 Penalty: 802.144653
	Iteration 46Q: 3 clusters Score -293951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -293953.218750 Penalty: 802.144653
	Iteration 47Q: 3 clusters Score -293953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -293955.750000 Penalty: 802.144653
	Iteration 48Q: 3 clusters Score -293955.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -293959.531250 Penalty: 802.144653
	Iteration 49Q: 3 clusters Score -293959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -293963.250000 Penalty: 802.144653
	Iteration 50Q: 3 clusters Score -293963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -293965.781250 Penalty: 802.144653
	Iteration 51Q: 3 clusters Score -293965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -293968.218750 Penalty: 802.144653
	Iteration 52Q: 3 clusters Score -293968.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -293969.625000 Penalty: 802.144653
	Iteration 53Q: 3 clusters Score -293969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -293971.125000 Penalty: 802.144653
	Iteration 54Q: 3 clusters Score -293971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -293972.000000 Penalty: 802.144653
	Iteration 55Q: 3 clusters Score -293972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -293972.875000 Penalty: 802.144653
	Iteration 56Q: 3 clusters Score -293972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -293974.031250 Penalty: 802.144653
	Iteration 57Q: 3 clusters Score -293974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -293976.812500 Penalty: 802.144653
	Iteration 58Q: 3 clusters Score -293976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -293979.843750 Penalty: 802.144653
	Iteration 59Q: 3 clusters Score -293979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -293984.343750 Penalty: 802.144653
	Iteration 60F: 3 clusters Score -293984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -293987.781250 Penalty: 802.144653
	Iteration 61Q: 3 clusters Score -293987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -293992.593750 Penalty: 802.144653
	Iteration 62Q: 3 clusters Score -293992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -293995.843750 Penalty: 802.144653
	Iteration 63Q: 3 clusters Score -293995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -293999.312500 Penalty: 802.144653
	Iteration 64Q: 3 clusters Score -293999.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -294000.250000 Penalty: 802.144653
	Iteration 65Q: 3 clusters Score -294000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -294001.656250 Penalty: 802.144653
	Iteration 66Q: 3 clusters Score -294001.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -294003.375000 Penalty: 802.144653
	Iteration 67Q: 3 clusters Score -294003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -294004.937500 Penalty: 802.144653
	Iteration 68Q: 3 clusters Score -294004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -294005.875000 Penalty: 802.144653
	Iteration 69Q: 3 clusters Score -294005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -294008.281250 Penalty: 802.144653
	Iteration 70Q: 3 clusters Score -294008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -294009.343750 Penalty: 802.144653
	Iteration 71Q: 3 clusters Score -294009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -294010.406250 Penalty: 802.144653
	Iteration 72Q: 3 clusters Score -294010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -294011.625000 Penalty: 802.144653
	Iteration 73Q: 3 clusters Score -294011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -294012.687500 Penalty: 802.144653
	Iteration 74Q: 3 clusters Score -294012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -294012.812500 Penalty: 802.144653
	Iteration 75Q: 3 clusters Score -294012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -294013.375000 Penalty: 802.144653
	Iteration 76Q: 3 clusters Score -294013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -294014.718750 Penalty: 802.144653
	Iteration 77Q: 3 clusters Score -294014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -294015.093750 Penalty: 802.144653
	Iteration 78Q: 3 clusters Score -294015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -294015.875000 Penalty: 802.144653
	Iteration 79Q: 3 clusters Score -294015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -294018.218750 Penalty: 802.144653
	Iteration 80F: 3 clusters Score -294018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -294020.375000 Penalty: 802.144653
	Iteration 81Q: 3 clusters Score -294020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -294022.187500 Penalty: 802.144653
	Iteration 82Q: 3 clusters Score -294022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -294023.531250 Penalty: 802.144653
	Iteration 83Q: 3 clusters Score -294023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -294024.406250 Penalty: 802.144653
	Iteration 84Q: 3 clusters Score -294024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -294024.906250 Penalty: 802.144653
	Iteration 85Q: 3 clusters Score -294024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -294025.812500 Penalty: 802.144653
	Iteration 86Q: 3 clusters Score -294025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -294026.593750 Penalty: 802.144653
	Iteration 87Q: 3 clusters Score -294026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -294026.437500 Penalty: 802.144653
	Iteration 88Q: 3 clusters Score -294026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -294026.343750 Penalty: 802.144653
	Iteration 89Q: 3 clusters Score -294026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -294027.593750 Penalty: 802.144653
	Iteration 90Q: 3 clusters Score -294027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -294028.500000 Penalty: 802.144653
	Iteration 91Q: 3 clusters Score -294028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -294029.156250 Penalty: 802.144653
	Iteration 92Q: 3 clusters Score -294029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -294029.062500 Penalty: 802.144653
	Iteration 93Q: 3 clusters Score -294029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -294029.062500 Penalty: 802.144653
	Iteration 94F: 3 clusters Score -294029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -56617.019531 Penalty: 319.296539
	Iteration 0F: 2 clusters Score -56617.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -55730.859375 Penalty: 638.593079
	Iteration 0F: 3 clusters Score -55730.86 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -55981.031250 Penalty: 638.593079
	Iteration 1F: 3 clusters Score -55981.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56022.433594 Penalty: 638.593079
	Iteration 2F: 3 clusters Score -56022.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56046.355469 Penalty: 638.593079
	Iteration 3Q: 3 clusters Score -56046.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56066.496094 Penalty: 638.593079
	Iteration 4Q: 3 clusters Score -56066.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56084.597656 Penalty: 638.593079
	Iteration 5Q: 3 clusters Score -56084.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56107.722656 Penalty: 638.593079
	Iteration 6Q: 3 clusters Score -56107.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56125.460938 Penalty: 638.593079
	Iteration 7Q: 3 clusters Score -56125.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56144.726562 Penalty: 638.593079
	Iteration 8Q: 3 clusters Score -56144.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56164.878906 Penalty: 638.593079
	Iteration 9Q: 3 clusters Score -56164.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56180.515625 Penalty: 638.593079
	Iteration 10Q: 3 clusters Score -56180.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56194.957031 Penalty: 638.593079
	Iteration 11Q: 3 clusters Score -56194.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56206.625000 Penalty: 638.593079
	Iteration 12Q: 3 clusters Score -56206.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56219.402344 Penalty: 638.593079
	Iteration 13Q: 3 clusters Score -56219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56230.421875 Penalty: 638.593079
	Iteration 14Q: 3 clusters Score -56230.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56242.332031 Penalty: 638.593079
	Iteration 15Q: 3 clusters Score -56242.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -56256.871094 Penalty: 638.593079
	Iteration 16Q: 3 clusters Score -56256.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -56267.402344 Penalty: 638.593079
	Iteration 17Q: 3 clusters Score -56267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -56279.250000 Penalty: 638.593079
	Iteration 18Q: 3 clusters Score -56279.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -56289.679688 Penalty: 638.593079
	Iteration 19Q: 3 clusters Score -56289.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -56293.003906 Penalty: 638.593079
	Iteration 20F: 3 clusters Score -56293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -56296.968750 Penalty: 638.593079
	Iteration 21Q: 3 clusters Score -56296.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -56301.175781 Penalty: 638.593079
	Iteration 22Q: 3 clusters Score -56301.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -56304.324219 Penalty: 638.593079
	Iteration 23Q: 3 clusters Score -56304.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -56307.078125 Penalty: 638.593079
	Iteration 24Q: 3 clusters Score -56307.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -56311.375000 Penalty: 638.593079
	Iteration 25Q: 3 clusters Score -56311.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -56315.414062 Penalty: 638.593079
	Iteration 26Q: 3 clusters Score -56315.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -56320.656250 Penalty: 638.593079
	Iteration 27Q: 3 clusters Score -56320.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -56324.472656 Penalty: 638.593079
	Iteration 28Q: 3 clusters Score -56324.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -56327.320312 Penalty: 638.593079
	Iteration 29Q: 3 clusters Score -56327.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -56328.652344 Penalty: 638.593079
	Iteration 30Q: 3 clusters Score -56328.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -56331.882812 Penalty: 638.593079
	Iteration 31Q: 3 clusters Score -56331.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -56331.882812 Penalty: 638.593079
	Iteration 32F: 3 clusters Score -56331.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Entering Unmasked Estep 
Score: -1983332.500000 Penalty: 487.578766
	Iteration 0F: 2 clusters Score -1983332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -1953120.250000 Penalty: 975.157532
	Iteration 0F: 3 clusters Score -1953120 nChanged 21840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1966471.750000 Penalty: 975.157532
	Iteration 1F: 3 clusters Score -1966472 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -1967469.125000 Penalty: 975.157532
	Iteration 2F: 3 clusters Score -1967469 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -1969170.000000 Penalty: 975.157532
	Iteration 3F: 3 clusters Score -1969170 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -1971954.750000 Penalty: 975.157532
	Iteration 4F: 3 clusters Score -1971955 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -1975907.125000 Penalty: 975.157532
	Iteration 5F: 3 clusters Score -1975907 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -1979818.875000 Penalty: 975.157532
	Iteration 6F: 3 clusters Score -1979819 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -1981991.250000 Penalty: 975.157532
	Iteration 7Q: 3 clusters Score -1981991 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -1982663.000000 Penalty: 975.157532
	Iteration 8Q: 3 clusters Score -1982663 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -1982809.750000 Penalty: 975.157532
	Iteration 9Q: 3 clusters Score -1982810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -1982857.625000 Penalty: 975.157532
	Iteration 10Q: 3 clusters Score -1982858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -1982888.250000 Penalty: 975.157532
	Iteration 11Q: 3 clusters Score -1982888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -1982896.250000 Penalty: 975.157532
	Iteration 12Q: 3 clusters Score -1982896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -1982896.250000 Penalty: 975.157532
	Iteration 13F: 3 clusters Score -1982896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Entering Unmasked Estep 
Score: -3892924.500000 Penalty: 517.396973
	Iteration 0F: 2 clusters Score -3892924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -3834202.750000 Penalty: 1034.793945
	Iteration 0F: 3 clusters Score -3834203 nChanged 42292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -3859600.750000 Penalty: 1034.793945
	Iteration 1F: 3 clusters Score -3859601 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -3860479.500000 Penalty: 1034.793945
	Iteration 2Q: 3 clusters Score -3860480 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -3861893.250000 Penalty: 1034.793945
	Iteration 3Q: 3 clusters Score -3861893 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3864295.750000 Penalty: 1034.793945
	Iteration 4F: 3 clusters Score -3864296 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3868175.000000 Penalty: 1034.793945
	Iteration 5F: 3 clusters Score -3868175 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3873668.250000 Penalty: 1034.793945
	Iteration 6F: 3 clusters Score -3873668 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3879861.250000 Penalty: 1034.793945
	Iteration 7F: 3 clusters Score -3879861 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3884895.250000 Penalty: 1034.793945
	Iteration 8F: 3 clusters Score -3884895 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3888289.500000 Penalty: 1034.793945
	Iteration 9Q: 3 clusters Score -3888290 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3890203.500000 Penalty: 1034.793945
	Iteration 10Q: 3 clusters Score -3890204 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3891224.250000 Penalty: 1034.793945
	Iteration 11Q: 3 clusters Score -3891224 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3891778.750000 Penalty: 1034.793945
	Iteration 12Q: 3 clusters Score -3891779 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3892081.500000 Penalty: 1034.793945
	Iteration 13Q: 3 clusters Score -3892082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3892274.750000 Penalty: 1034.793945
	Iteration 14Q: 3 clusters Score -3892275 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3892352.250000 Penalty: 1034.793945
	Iteration 15Q: 3 clusters Score -3892352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3892390.250000 Penalty: 1034.793945
	Iteration 16Q: 3 clusters Score -3892390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3892426.250000 Penalty: 1034.793945
	Iteration 17Q: 3 clusters Score -3892426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3892448.750000 Penalty: 1034.793945
	Iteration 18Q: 3 clusters Score -3892449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3892461.250000 Penalty: 1034.793945
	Iteration 19Q: 3 clusters Score -3892461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3892471.500000 Penalty: 1034.793945
	Iteration 20F: 3 clusters Score -3892472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3892481.750000 Penalty: 1034.793945
	Iteration 21Q: 3 clusters Score -3892482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3892487.000000 Penalty: 1034.793945
	Iteration 22Q: 3 clusters Score -3892487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3892490.750000 Penalty: 1034.793945
	Iteration 23Q: 3 clusters Score -3892491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3892494.000000 Penalty: 1034.793945
	Iteration 24Q: 3 clusters Score -3892494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3892497.500000 Penalty: 1034.793945
	Iteration 25Q: 3 clusters Score -3892498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3892509.750000 Penalty: 1034.793945
	Iteration 26Q: 3 clusters Score -3892510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3892518.500000 Penalty: 1034.793945
	Iteration 27Q: 3 clusters Score -3892518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3892520.000000 Penalty: 1034.793945
	Iteration 28Q: 3 clusters Score -3892520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3892529.500000 Penalty: 1034.793945
	Iteration 29Q: 3 clusters Score -3892530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3892528.750000 Penalty: 1034.793945
	Iteration 30Q: 3 clusters Score -3892529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3892530.250000 Penalty: 1034.793945
	Iteration 31Q: 3 clusters Score -3892530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3892530.250000 Penalty: 1034.793945
	Iteration 32Q: 3 clusters Score -3892530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3892533.000000 Penalty: 1034.793945
	Iteration 33Q: 3 clusters Score -3892533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3892532.750000 Penalty: 1034.793945
	Iteration 34Q: 3 clusters Score -3892533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3892532.000000 Penalty: 1034.793945
	Iteration 35Q: 3 clusters Score -3892532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3892532.000000 Penalty: 1034.793945
	Iteration 36F: 3 clusters Score -3892532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -458844.218750 Penalty: 421.247101
	Iteration 0F: 2 clusters Score -458844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -451785.406250 Penalty: 842.494202
	Iteration 0F: 3 clusters Score -451785.4 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -454646.937500 Penalty: 842.494202
	Iteration 1F: 3 clusters Score -454646.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -455020.968750 Penalty: 842.494202
	Iteration 2F: 3 clusters Score -455021 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -455591.562500 Penalty: 842.494202
	Iteration 3F: 3 clusters Score -455591.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -456358.531250 Penalty: 842.494202
	Iteration 4F: 3 clusters Score -456358.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -457141.187500 Penalty: 842.494202
	Iteration 5F: 3 clusters Score -457141.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -457758.531250 Penalty: 842.494202
	Iteration 6F: 3 clusters Score -457758.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -458126.968750 Penalty: 842.494202
	Iteration 7Q: 3 clusters Score -458127 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -458318.906250 Penalty: 842.494202
	Iteration 8Q: 3 clusters Score -458318.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -458392.218750 Penalty: 842.494202
	Iteration 9Q: 3 clusters Score -458392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -458423.437500 Penalty: 842.494202
	Iteration 10Q: 3 clusters Score -458423.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -458442.812500 Penalty: 842.494202
	Iteration 11Q: 3 clusters Score -458442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -458450.937500 Penalty: 842.494202
	Iteration 12Q: 3 clusters Score -458450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -458457.687500 Penalty: 842.494202
	Iteration 13Q: 3 clusters Score -458457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -458458.687500 Penalty: 842.494202
	Iteration 14Q: 3 clusters Score -458458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -458460.656250 Penalty: 842.494202
	Iteration 15Q: 3 clusters Score -458460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -458460.656250 Penalty: 842.494202
	Iteration 16F: 3 clusters Score -458460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224740 members 
Entering Unmasked Estep 
Score: -9844042.000000 Penalty: 560.682800
	Iteration 0F: 2 clusters Score -9844042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -9691086.000000 Penalty: 1121.365601
	Iteration 0F: 3 clusters Score -9691086 nChanged 110708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -9759159.000000 Penalty: 1121.365601
	Iteration 1F: 3 clusters Score -9759159 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -9762622.000000 Penalty: 1121.365601
	Iteration 2Q: 3 clusters Score -9762622 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -9769185.000000 Penalty: 1121.365601
	Iteration 3F: 3 clusters Score -9769185 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162193 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -9780696.000000 Penalty: 1121.365601
	Iteration 4F: 3 clusters Score -9780696 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -9799141.000000 Penalty: 1121.365601
	Iteration 5F: 3 clusters Score -9799141 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202303 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9820539.000000 Penalty: 1121.365601
	Iteration 6F: 3 clusters Score -9820539 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215924 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -9835123.000000 Penalty: 1121.365601
	Iteration 7F: 3 clusters Score -9835123 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222156 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9841367.000000 Penalty: 1121.365601
	Iteration 8Q: 3 clusters Score -9841367 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9842977.000000 Penalty: 1121.365601
	Iteration 9Q: 3 clusters Score -9842977 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224506 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9843375.000000 Penalty: 1121.365601
	Iteration 10Q: 3 clusters Score -9843375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224625 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9843461.000000 Penalty: 1121.365601
	Iteration 11Q: 3 clusters Score -9843461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224653 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9843507.000000 Penalty: 1121.365601
	Iteration 12Q: 3 clusters Score -9843507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224663 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9843517.000000 Penalty: 1121.365601
	Iteration 13Q: 3 clusters Score -9843517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224662 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9843528.000000 Penalty: 1121.365601
	Iteration 14Q: 3 clusters Score -9843528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224665 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9843540.000000 Penalty: 1121.365601
	Iteration 15Q: 3 clusters Score -9843540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9843545.000000 Penalty: 1121.365601
	Iteration 16Q: 3 clusters Score -9843545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224663 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9843545.000000 Penalty: 1121.365601
	Iteration 17Q: 3 clusters Score -9843545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224664 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9843546.000000 Penalty: 1121.365601
	Iteration 18Q: 3 clusters Score -9843546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224664 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9843547.000000 Penalty: 1121.365601
	Iteration 19Q: 3 clusters Score -9843547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224664 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9843549.000000 Penalty: 1121.365601
	Iteration 20F: 3 clusters Score -9843549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224665 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9843559.000000 Penalty: 1121.365601
	Iteration 21Q: 3 clusters Score -9843559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224665 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9843562.000000 Penalty: 1121.365601
	Iteration 22Q: 3 clusters Score -9843562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224665 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9843562.000000 Penalty: 1121.365601
	Iteration 23F: 3 clusters Score -9843562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -26004.013672 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -26004.01 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 307 members 
Entering Unmasked Estep 
Score: -25436.662109 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -25436.66 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25553.119141 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -25553.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25581.351562 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -25581.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25611.035156 Penalty: 582.272156
	Iteration 3Q: 3 clusters Score -25611.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25631.882812 Penalty: 582.272156
	Iteration 4Q: 3 clusters Score -25631.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25643.638672 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -25643.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25651.021484 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -25651.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25658.710938 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -25658.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25663.050781 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -25663.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25667.238281 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -25667.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25672.640625 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -25672.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25675.482422 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -25675.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25676.576172 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -25676.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25678.882812 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -25678.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25681.072266 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -25681.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25681.873047 Penalty: 582.272156
	Iteration 15Q: 3 clusters Score -25681.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25682.640625 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -25682.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25683.619141 Penalty: 582.272156
	Iteration 17Q: 3 clusters Score -25683.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25684.171875 Penalty: 582.272156
	Iteration 18Q: 3 clusters Score -25684.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25684.171875 Penalty: 582.272156
	Iteration 19F: 3 clusters Score -25684.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -51848.531250 Penalty: 323.943420
	Iteration 0F: 2 clusters Score -51848.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -50902.824219 Penalty: 647.886841
	Iteration 0F: 3 clusters Score -50902.82 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -51206.570312 Penalty: 647.886841
	Iteration 1F: 3 clusters Score -51206.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -51304.136719 Penalty: 647.886841
	Iteration 2F: 3 clusters Score -51304.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -51395.113281 Penalty: 647.886841
	Iteration 3F: 3 clusters Score -51395.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51464.750000 Penalty: 647.886841
	Iteration 4Q: 3 clusters Score -51464.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51509.914062 Penalty: 647.886841
	Iteration 5Q: 3 clusters Score -51509.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51534.546875 Penalty: 647.886841
	Iteration 6Q: 3 clusters Score -51534.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51547.628906 Penalty: 647.886841
	Iteration 7Q: 3 clusters Score -51547.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51555.464844 Penalty: 647.886841
	Iteration 8Q: 3 clusters Score -51555.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -51561.109375 Penalty: 647.886841
	Iteration 9Q: 3 clusters Score -51561.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -51563.375000 Penalty: 647.886841
	Iteration 10Q: 3 clusters Score -51563.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51566.238281 Penalty: 647.886841
	Iteration 11Q: 3 clusters Score -51566.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -51569.046875 Penalty: 647.886841
	Iteration 12Q: 3 clusters Score -51569.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51570.671875 Penalty: 647.886841
	Iteration 13Q: 3 clusters Score -51570.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -51572.351562 Penalty: 647.886841
	Iteration 14Q: 3 clusters Score -51572.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51573.093750 Penalty: 647.886841
	Iteration 15Q: 3 clusters Score -51573.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -51573.523438 Penalty: 647.886841
	Iteration 16Q: 3 clusters Score -51573.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -51574.082031 Penalty: 647.886841
	Iteration 17Q: 3 clusters Score -51574.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -51574.445312 Penalty: 647.886841
	Iteration 18Q: 3 clusters Score -51574.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51574.914062 Penalty: 647.886841
	Iteration 19Q: 3 clusters Score -51574.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -51575.015625 Penalty: 647.886841
	Iteration 20F: 3 clusters Score -51575.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -51575.074219 Penalty: 647.886841
	Iteration 21Q: 3 clusters Score -51575.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -51575.074219 Penalty: 647.886841
	Iteration 22F: 3 clusters Score -51575.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -232500.625000 Penalty: 391.034027
	Iteration 0F: 2 clusters Score -232500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -228834.218750 Penalty: 782.068054
	Iteration 0F: 3 clusters Score -228834.2 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -230194.343750 Penalty: 782.068054
	Iteration 1F: 3 clusters Score -230194.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -230331.140625 Penalty: 782.068054
	Iteration 2F: 3 clusters Score -230331.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -230476.062500 Penalty: 782.068054
	Iteration 3F: 3 clusters Score -230476.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -230638.546875 Penalty: 782.068054
	Iteration 4F: 3 clusters Score -230638.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -230872.953125 Penalty: 782.068054
	Iteration 5F: 3 clusters Score -230873 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -231206.187500 Penalty: 782.068054
	Iteration 6F: 3 clusters Score -231206.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -231588.625000 Penalty: 782.068054
	Iteration 7F: 3 clusters Score -231588.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -231861.203125 Penalty: 782.068054
	Iteration 8F: 3 clusters Score -231861.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -232017.703125 Penalty: 782.068054
	Iteration 9Q: 3 clusters Score -232017.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -232121.921875 Penalty: 782.068054
	Iteration 10Q: 3 clusters Score -232121.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -232189.109375 Penalty: 782.068054
	Iteration 11Q: 3 clusters Score -232189.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -232230.734375 Penalty: 782.068054
	Iteration 12Q: 3 clusters Score -232230.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -232256.171875 Penalty: 782.068054
	Iteration 13Q: 3 clusters Score -232256.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -232275.296875 Penalty: 782.068054
	Iteration 14Q: 3 clusters Score -232275.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -232282.343750 Penalty: 782.068054
	Iteration 15Q: 3 clusters Score -232282.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -232287.250000 Penalty: 782.068054
	Iteration 16Q: 3 clusters Score -232287.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -232290.140625 Penalty: 782.068054
	Iteration 17Q: 3 clusters Score -232290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -232292.093750 Penalty: 782.068054
	Iteration 18Q: 3 clusters Score -232292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -232294.031250 Penalty: 782.068054
	Iteration 19Q: 3 clusters Score -232294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -232294.484375 Penalty: 782.068054
	Iteration 20F: 3 clusters Score -232294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -232294.593750 Penalty: 782.068054
	Iteration 21Q: 3 clusters Score -232294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -232294.718750 Penalty: 782.068054
	Iteration 22Q: 3 clusters Score -232294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -232295.140625 Penalty: 782.068054
	Iteration 23Q: 3 clusters Score -232295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -232295.140625 Penalty: 782.068054
	Iteration 24F: 3 clusters Score -232295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (210276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210276 members 
Entering Unmasked Estep 
Score: -9406283.000000 Penalty: 557.656006
	Iteration 0F: 2 clusters Score -9406283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -9263849.000000 Penalty: 1115.312012
	Iteration 0F: 3 clusters Score -9263849 nChanged 103507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -9326361.000000 Penalty: 1115.312012
	Iteration 1F: 3 clusters Score -9326361 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -9328434.000000 Penalty: 1115.312012
	Iteration 2Q: 3 clusters Score -9328434 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -9331763.000000 Penalty: 1115.312012
	Iteration 3Q: 3 clusters Score -9331763 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -9337934.000000 Penalty: 1115.312012
	Iteration 4F: 3 clusters Score -9337934 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -9348186.000000 Penalty: 1115.312012
	Iteration 5F: 3 clusters Score -9348186 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -9360431.000000 Penalty: 1115.312012
	Iteration 6F: 3 clusters Score -9360431 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 138562 members 
Entering Unmasked Estep 
Score: -9368184.000000 Penalty: 1115.312012
	Iteration 7F: 3 clusters Score -9368184 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -9370930.000000 Penalty: 1115.312012
	Iteration 8Q: 3 clusters Score -9370930 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -9372372.000000 Penalty: 1115.312012
	Iteration 9Q: 3 clusters Score -9372372 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -9373767.000000 Penalty: 1115.312012
	Iteration 10Q: 3 clusters Score -9373767 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -9375344.000000 Penalty: 1115.312012
	Iteration 11Q: 3 clusters Score -9375344 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -9377218.000000 Penalty: 1115.312012
	Iteration 12Q: 3 clusters Score -9377218 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -9379212.000000 Penalty: 1115.312012
	Iteration 13Q: 3 clusters Score -9379212 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -9381490.000000 Penalty: 1115.312012
	Iteration 14Q: 3 clusters Score -9381490 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 176301 members 
Entering Unmasked Estep 
Score: -9383960.000000 Penalty: 1115.312012
	Iteration 15Q: 3 clusters Score -9383960 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
Score: -9386510.000000 Penalty: 1115.312012
	Iteration 16Q: 3 clusters Score -9386510 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -9389162.000000 Penalty: 1115.312012
	Iteration 17Q: 3 clusters Score -9389162 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 190759 members 
Entering Unmasked Estep 
Score: -9391951.000000 Penalty: 1115.312012
	Iteration 18Q: 3 clusters Score -9391951 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 194848 members 
Entering Unmasked Estep 
Score: -9394496.000000 Penalty: 1115.312012
	Iteration 19Q: 3 clusters Score -9394496 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 198454 members 
Entering Unmasked Estep 
Score: -9397060.000000 Penalty: 1115.312012
	Iteration 20F: 3 clusters Score -9397060 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 201547 members 
Entering Unmasked Estep 
Score: -9399332.000000 Penalty: 1115.312012
	Iteration 21Q: 3 clusters Score -9399332 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 203988 members 
Entering Unmasked Estep 
Score: -9401135.000000 Penalty: 1115.312012
	Iteration 22Q: 3 clusters Score -9401135 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 205833 members 
Entering Unmasked Estep 
Score: -9402517.000000 Penalty: 1115.312012
	Iteration 23Q: 3 clusters Score -9402517 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 207155 members 
Entering Unmasked Estep 
Score: -9403559.000000 Penalty: 1115.312012
	Iteration 24Q: 3 clusters Score -9403559 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 208093 members 
Entering Unmasked Estep 
Score: -9404261.000000 Penalty: 1115.312012
	Iteration 25Q: 3 clusters Score -9404261 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 208794 members 
Entering Unmasked Estep 
Score: -9404764.000000 Penalty: 1115.312012
	Iteration 26Q: 3 clusters Score -9404764 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 209310 members 
Entering Unmasked Estep 
Score: -9405154.000000 Penalty: 1115.312012
	Iteration 27Q: 3 clusters Score -9405154 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 209648 members 
Entering Unmasked Estep 
Score: -9405403.000000 Penalty: 1115.312012
	Iteration 28Q: 3 clusters Score -9405403 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 209865 members 
Entering Unmasked Estep 
Score: -9405594.000000 Penalty: 1115.312012
	Iteration 29Q: 3 clusters Score -9405594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 209972 members 
Entering Unmasked Estep 
Score: -9405655.000000 Penalty: 1115.312012
	Iteration 30Q: 3 clusters Score -9405655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 210024 members 
Entering Unmasked Estep 
Score: -9405713.000000 Penalty: 1115.312012
	Iteration 31Q: 3 clusters Score -9405713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210059 members 
Entering Unmasked Estep 
Score: -9405731.000000 Penalty: 1115.312012
	Iteration 32Q: 3 clusters Score -9405731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210079 members 
Entering Unmasked Estep 
Score: -9405763.000000 Penalty: 1115.312012
	Iteration 33Q: 3 clusters Score -9405763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210091 members 
Entering Unmasked Estep 
Score: -9405773.000000 Penalty: 1115.312012
	Iteration 34Q: 3 clusters Score -9405773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210096 members 
Entering Unmasked Estep 
Score: -9405782.000000 Penalty: 1115.312012
	Iteration 35Q: 3 clusters Score -9405782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210102 members 
Entering Unmasked Estep 
Score: -9405781.000000 Penalty: 1115.312012
	Iteration 36Q: 3 clusters Score -9405781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210107 members 
Entering Unmasked Estep 
Score: -9405787.000000 Penalty: 1115.312012
	Iteration 37Q: 3 clusters Score -9405787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -9405789.000000 Penalty: 1115.312012
	Iteration 38Q: 3 clusters Score -9405789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 210116 members 
Entering Unmasked Estep 
Score: -9405797.000000 Penalty: 1115.312012
	Iteration 39Q: 3 clusters Score -9405797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 210116 members 
Entering Unmasked Estep 
Score: -9405800.000000 Penalty: 1115.312012
	Iteration 40F: 3 clusters Score -9405800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210113 members 
Entering Unmasked Estep 
Score: -9405796.000000 Penalty: 1115.312012
	Iteration 41Q: 3 clusters Score -9405796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -9405796.000000 Penalty: 1115.312012
	Iteration 42Q: 3 clusters Score -9405796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -9405800.000000 Penalty: 1115.312012
	Iteration 43Q: 3 clusters Score -9405800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -9405805.000000 Penalty: 1115.312012
	Iteration 44Q: 3 clusters Score -9405805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -9405808.000000 Penalty: 1115.312012
	Iteration 45Q: 3 clusters Score -9405808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -9405804.000000 Penalty: 1115.312012
	Iteration 46Q: 3 clusters Score -9405804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 210111 members 
Entering Unmasked Estep 
Score: -9405803.000000 Penalty: 1115.312012
	Iteration 47Q: 3 clusters Score -9405803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -9405811.000000 Penalty: 1115.312012
	Iteration 48Q: 3 clusters Score -9405811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 210117 members 
Entering Unmasked Estep 
Score: -9405816.000000 Penalty: 1115.312012
	Iteration 49Q: 3 clusters Score -9405816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210119 members 
Entering Unmasked Estep 
Score: -9405812.000000 Penalty: 1115.312012
	Iteration 50Q: 3 clusters Score -9405812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210120 members 
Entering Unmasked Estep 
Score: -9405824.000000 Penalty: 1115.312012
	Iteration 51Q: 3 clusters Score -9405824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210122 members 
Entering Unmasked Estep 
Score: -9405828.000000 Penalty: 1115.312012
	Iteration 52Q: 3 clusters Score -9405828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210121 members 
Entering Unmasked Estep 
Score: -9405829.000000 Penalty: 1115.312012
	Iteration 53Q: 3 clusters Score -9405829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 210123 members 
Entering Unmasked Estep 
Score: -9405829.000000 Penalty: 1115.312012
	Iteration 54Q: 3 clusters Score -9405829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 210126 members 
Entering Unmasked Estep 
Score: -9405835.000000 Penalty: 1115.312012
	Iteration 55Q: 3 clusters Score -9405835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 210126 members 
Entering Unmasked Estep 
Score: -9405835.000000 Penalty: 1115.312012
	Iteration 56F: 3 clusters Score -9405835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Entering Unmasked Estep 
Score: -815542.062500 Penalty: 443.817627
	Iteration 0F: 2 clusters Score -815542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -804018.062500 Penalty: 887.635254
	Iteration 0F: 3 clusters Score -804018.1 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -808601.750000 Penalty: 887.635254
	Iteration 1F: 3 clusters Score -808601.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -808746.250000 Penalty: 887.635254
	Iteration 2Q: 3 clusters Score -808746.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -808902.937500 Penalty: 887.635254
	Iteration 3Q: 3 clusters Score -808902.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -809122.250000 Penalty: 887.635254
	Iteration 4Q: 3 clusters Score -809122.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -809427.062500 Penalty: 887.635254
	Iteration 5Q: 3 clusters Score -809427.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -809936.625000 Penalty: 887.635254
	Iteration 6F: 3 clusters Score -809936.6 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -810794.937500 Penalty: 887.635254
	Iteration 7F: 3 clusters Score -810794.9 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -811952.875000 Penalty: 887.635254
	Iteration 8F: 3 clusters Score -811952.9 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -813165.500000 Penalty: 887.635254
	Iteration 9F: 3 clusters Score -813165.5 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -814121.187500 Penalty: 887.635254
	Iteration 10F: 3 clusters Score -814121.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -814666.625000 Penalty: 887.635254
	Iteration 11Q: 3 clusters Score -814666.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -814918.000000 Penalty: 887.635254
	Iteration 12Q: 3 clusters Score -814918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -815035.375000 Penalty: 887.635254
	Iteration 13Q: 3 clusters Score -815035.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -815082.062500 Penalty: 887.635254
	Iteration 14Q: 3 clusters Score -815082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -815099.875000 Penalty: 887.635254
	Iteration 15Q: 3 clusters Score -815099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -815109.625000 Penalty: 887.635254
	Iteration 16Q: 3 clusters Score -815109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -815120.437500 Penalty: 887.635254
	Iteration 17Q: 3 clusters Score -815120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -815127.437500 Penalty: 887.635254
	Iteration 18Q: 3 clusters Score -815127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -815128.812500 Penalty: 887.635254
	Iteration 19Q: 3 clusters Score -815128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -815131.437500 Penalty: 887.635254
	Iteration 20F: 3 clusters Score -815131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -815135.250000 Penalty: 887.635254
	Iteration 21Q: 3 clusters Score -815135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -815137.562500 Penalty: 887.635254
	Iteration 22Q: 3 clusters Score -815137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -815139.437500 Penalty: 887.635254
	Iteration 23Q: 3 clusters Score -815139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -815140.500000 Penalty: 887.635254
	Iteration 24Q: 3 clusters Score -815140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -815141.937500 Penalty: 887.635254
	Iteration 25Q: 3 clusters Score -815141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -815143.937500 Penalty: 887.635254
	Iteration 26Q: 3 clusters Score -815143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -815144.187500 Penalty: 887.635254
	Iteration 27Q: 3 clusters Score -815144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -815144.187500 Penalty: 887.635254
	Iteration 28F: 3 clusters Score -815144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -2782.866699 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -2782.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2580.269775 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -2580.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2610.989502 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -2610.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2626.645508 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -2626.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2639.100098 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -2639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2679.785645 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -2679.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2693.060547 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -2693.061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2695.814209 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -2695.814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2695.814209 Penalty: 417.232056
	Iteration 7F: 3 clusters Score -2695.814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (42573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Entering Unmasked Estep 
Score: -1912691.625000 Penalty: 484.983398
	Iteration 0F: 2 clusters Score -1912692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -1883944.250000 Penalty: 969.966797
	Iteration 0F: 3 clusters Score -1883944 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -1896284.500000 Penalty: 969.966797
	Iteration 1F: 3 clusters Score -1896284 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -1896642.000000 Penalty: 969.966797
	Iteration 2Q: 3 clusters Score -1896642 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -1896978.375000 Penalty: 969.966797
	Iteration 3Q: 3 clusters Score -1896978 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -1897308.875000 Penalty: 969.966797
	Iteration 4Q: 3 clusters Score -1897309 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -1897692.750000 Penalty: 969.966797
	Iteration 5Q: 3 clusters Score -1897693 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -1898177.125000 Penalty: 969.966797
	Iteration 6Q: 3 clusters Score -1898177 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -1898914.625000 Penalty: 969.966797
	Iteration 7Q: 3 clusters Score -1898915 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -1900051.250000 Penalty: 969.966797
	Iteration 8F: 3 clusters Score -1900051 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -1901905.000000 Penalty: 969.966797
	Iteration 9F: 3 clusters Score -1901905 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -1904666.250000 Penalty: 969.966797
	Iteration 10F: 3 clusters Score -1904666 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -1907852.625000 Penalty: 969.966797
	Iteration 11F: 3 clusters Score -1907853 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -1910509.125000 Penalty: 969.966797
	Iteration 12F: 3 clusters Score -1910509 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -1911811.250000 Penalty: 969.966797
	Iteration 13Q: 3 clusters Score -1911811 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -1912158.125000 Penalty: 969.966797
	Iteration 14Q: 3 clusters Score -1912158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -1912245.875000 Penalty: 969.966797
	Iteration 15Q: 3 clusters Score -1912246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -1912284.375000 Penalty: 969.966797
	Iteration 16Q: 3 clusters Score -1912284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -1912314.375000 Penalty: 969.966797
	Iteration 17Q: 3 clusters Score -1912314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -1912339.625000 Penalty: 969.966797
	Iteration 18Q: 3 clusters Score -1912340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -1912362.750000 Penalty: 969.966797
	Iteration 19Q: 3 clusters Score -1912363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -1912377.750000 Penalty: 969.966797
	Iteration 20F: 3 clusters Score -1912378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -1912388.750000 Penalty: 969.966797
	Iteration 21Q: 3 clusters Score -1912389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -1912396.000000 Penalty: 969.966797
	Iteration 22Q: 3 clusters Score -1912396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -1912396.125000 Penalty: 969.966797
	Iteration 23Q: 3 clusters Score -1912396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -1912396.125000 Penalty: 969.966797
	Iteration 24F: 3 clusters Score -1912396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 313180 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25365 members 
Mstep: Class 8 contains 21020 members 
Mstep: Class 9 contains 13569 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 41702 members 
Mstep: Class 12 contains 5517 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 45072 members 
Mstep: Class 17 contains 86800 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 224740 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210276 members 
Mstep: Class 24 contains 17227 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947920.000000 Penalty: 15206.294922
Iteration 359Q: 25 clusters Score -4.694792e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 313022 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25376 members 
Mstep: Class 8 contains 21007 members 
Mstep: Class 9 contains 13564 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 41612 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 45132 members 
Mstep: Class 17 contains 87299 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 224804 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 210266 members 
Mstep: Class 24 contains 16815 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947840.000000 Penalty: 15206.294922
Iteration 360F: 25 clusters Score -4.694784e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 312925 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25385 members 
Mstep: Class 8 contains 20995 members 
Mstep: Class 9 contains 13561 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41530 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 1026 members 
Mstep: Class 16 contains 45197 members 
Mstep: Class 17 contains 87793 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 224855 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 210217 members 
Mstep: Class 24 contains 16399 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948028.000000 Penalty: 15206.294922
Iteration 361Q: 25 clusters Score -4.694803e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 312732 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25386 members 
Mstep: Class 8 contains 20982 members 
Mstep: Class 9 contains 13556 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41445 members 
Mstep: Class 12 contains 5510 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 990 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 88262 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 224941 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 210223 members 
Mstep: Class 24 contains 15990 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948256.000000 Penalty: 15206.294922
Iteration 362Q: 25 clusters Score -4.694826e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 312574 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25390 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 41348 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6746 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 45323 members 
Mstep: Class 17 contains 88740 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 224978 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210180 members 
Mstep: Class 24 contains 15621 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 42997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948432.000000 Penalty: 15206.294922
Iteration 363Q: 25 clusters Score -4.694843e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 312420 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25396 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 13540 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41242 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 45384 members 
Mstep: Class 17 contains 89187 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 225024 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210224 members 
Mstep: Class 24 contains 15209 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948452.000000 Penalty: 15206.294922
Iteration 364Q: 25 clusters Score -4.694845e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 312267 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25411 members 
Mstep: Class 8 contains 20924 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41152 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6738 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 45433 members 
Mstep: Class 17 contains 89600 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 225067 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210293 members 
Mstep: Class 24 contains 14822 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948308.000000 Penalty: 15206.294922
Iteration 365Q: 25 clusters Score -4.694831e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 312073 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25418 members 
Mstep: Class 8 contains 20898 members 
Mstep: Class 9 contains 13514 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 41073 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 45494 members 
Mstep: Class 17 contains 89964 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 225075 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210414 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948404.000000 Penalty: 15206.294922
Iteration 366Q: 25 clusters Score -4.69484e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 311973 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25422 members 
Mstep: Class 8 contains 20869 members 
Mstep: Class 9 contains 13496 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40997 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 45558 members 
Mstep: Class 17 contains 90322 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 225061 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210498 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948404.000000 Penalty: 15206.294922
Iteration 367Q: 25 clusters Score -4.69484e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 1231 members 
Mstep: Class 3 contains 311800 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25424 members 
Mstep: Class 8 contains 20838 members 
Mstep: Class 9 contains 13478 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40930 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6738 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 45629 members 
Mstep: Class 17 contains 90700 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 225065 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210626 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948520.000000 Penalty: 15206.294922
Iteration 368Q: 25 clusters Score -4.694852e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 311617 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25425 members 
Mstep: Class 8 contains 20815 members 
Mstep: Class 9 contains 13465 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40868 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 45695 members 
Mstep: Class 17 contains 91126 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 225073 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210731 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948720.000000 Penalty: 15206.294922
Iteration 369Q: 25 clusters Score -4.694872e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 311448 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25433 members 
Mstep: Class 8 contains 20781 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 40807 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 45760 members 
Mstep: Class 17 contains 91516 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 225072 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 210892 members 
Mstep: Class 24 contains 13066 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948572.000000 Penalty: 15206.294922
Iteration 370Q: 25 clusters Score -4.694857e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 311289 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25435 members 
Mstep: Class 8 contains 20759 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 40754 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 45837 members 
Mstep: Class 17 contains 91915 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 19 contains 225062 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 211040 members 
Mstep: Class 24 contains 12696 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948528.000000 Penalty: 15206.294922
Iteration 371Q: 25 clusters Score -4.694853e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 311122 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25433 members 
Mstep: Class 8 contains 20743 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 40707 members 
Mstep: Class 12 contains 5480 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 45897 members 
Mstep: Class 17 contains 92306 members 
Mstep: Class 18 contains 10461 members 
Mstep: Class 19 contains 225012 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 211178 members 
Mstep: Class 24 contains 12375 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948684.000000 Penalty: 15206.294922
Iteration 372Q: 25 clusters Score -4.694868e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 310978 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25429 members 
Mstep: Class 8 contains 20718 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6738 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 45955 members 
Mstep: Class 17 contains 92702 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 224993 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 211288 members 
Mstep: Class 24 contains 12033 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 43952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948704.000000 Penalty: 15206.294922
Iteration 373Q: 25 clusters Score -4.69487e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 310788 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25429 members 
Mstep: Class 8 contains 20693 members 
Mstep: Class 9 contains 13399 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40587 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6739 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 46003 members 
Mstep: Class 17 contains 93148 members 
Mstep: Class 18 contains 10453 members 
Mstep: Class 19 contains 224981 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 211349 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948844.000000 Penalty: 15206.294922
Iteration 374Q: 25 clusters Score -4.694884e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1217 members 
Mstep: Class 3 contains 310594 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25428 members 
Mstep: Class 8 contains 20666 members 
Mstep: Class 9 contains 13391 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40539 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 46042 members 
Mstep: Class 17 contains 93608 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 224987 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211402 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948836.000000 Penalty: 15206.294922
Iteration 375Q: 25 clusters Score -4.694884e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 310350 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25425 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 13390 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40487 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 46079 members 
Mstep: Class 17 contains 94035 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 224993 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211508 members 
Mstep: Class 24 contains 11086 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948936.000000 Penalty: 15206.294922
Iteration 376Q: 25 clusters Score -4.694894e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 310116 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25420 members 
Mstep: Class 8 contains 20641 members 
Mstep: Class 9 contains 13391 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40443 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6745 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 46114 members 
Mstep: Class 17 contains 94446 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 224968 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211603 members 
Mstep: Class 24 contains 10799 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949060.000000 Penalty: 15206.294922
Iteration 377Q: 25 clusters Score -4.694906e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 309930 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 8 contains 20631 members 
Mstep: Class 9 contains 13392 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40391 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 46153 members 
Mstep: Class 17 contains 94840 members 
Mstep: Class 18 contains 10441 members 
Mstep: Class 19 contains 224937 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211711 members 
Mstep: Class 24 contains 10489 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949316.000000 Penalty: 15206.294922
Iteration 378Q: 25 clusters Score -4.694932e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 309736 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25409 members 
Mstep: Class 8 contains 20627 members 
Mstep: Class 9 contains 13394 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 46185 members 
Mstep: Class 17 contains 95193 members 
Mstep: Class 18 contains 10437 members 
Mstep: Class 19 contains 224910 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211854 members 
Mstep: Class 24 contains 10175 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949376.000000 Penalty: 15206.294922
Iteration 379Q: 25 clusters Score -4.694938e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 309489 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25405 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 13394 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40276 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6741 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 46221 members 
Mstep: Class 17 contains 95621 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 224875 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 211956 members 
Mstep: Class 24 contains 9898 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 611.883545 but Gain 633.595703
Score: -46949348.000000 Penalty: 14572.699219
Iteration 380F: 24 clusters Score -4.694935e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 309224 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25404 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 13390 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40227 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 16 contains 46259 members 
Mstep: Class 17 contains 96010 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 224844 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 212593 members 
Mstep: Class 24 contains 9637 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950192.000000 Penalty: 14572.699219
Iteration 381Q: 24 clusters Score -4.695019e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 308661 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25405 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 13385 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40168 members 
Mstep: Class 12 contains 5463 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6741 members 
Mstep: Class 16 contains 46311 members 
Mstep: Class 17 contains 96462 members 
Mstep: Class 18 contains 10418 members 
Mstep: Class 19 contains 224781 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 212930 members 
Mstep: Class 24 contains 9402 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950352.000000 Penalty: 14572.699219
Iteration 382Q: 24 clusters Score -4.695035e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 308157 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25402 members 
Mstep: Class 8 contains 20587 members 
Mstep: Class 9 contains 13382 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6745 members 
Mstep: Class 16 contains 46366 members 
Mstep: Class 17 contains 96881 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 224711 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 213276 members 
Mstep: Class 24 contains 9144 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950488.000000 Penalty: 14572.699219
Iteration 383Q: 24 clusters Score -4.695049e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 307676 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25403 members 
Mstep: Class 8 contains 20579 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 40048 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6751 members 
Mstep: Class 16 contains 46418 members 
Mstep: Class 17 contains 97328 members 
Mstep: Class 18 contains 10408 members 
Mstep: Class 19 contains 224622 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 213577 members 
Mstep: Class 24 contains 8891 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950504.000000 Penalty: 14572.699219
Iteration 384Q: 24 clusters Score -4.69505e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 307111 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25399 members 
Mstep: Class 8 contains 20568 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 39998 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 16 contains 46480 members 
Mstep: Class 17 contains 97809 members 
Mstep: Class 18 contains 10406 members 
Mstep: Class 19 contains 224530 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 213931 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 44985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950636.000000 Penalty: 14572.699219
Iteration 385Q: 24 clusters Score -4.695064e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 306497 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25399 members 
Mstep: Class 8 contains 20565 members 
Mstep: Class 9 contains 13364 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 16 contains 46531 members 
Mstep: Class 17 contains 98317 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 224432 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 214305 members 
Mstep: Class 24 contains 8410 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950920.000000 Penalty: 14572.699219
Iteration 386Q: 24 clusters Score -4.695092e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 305888 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25401 members 
Mstep: Class 8 contains 20558 members 
Mstep: Class 9 contains 13361 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 39893 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6765 members 
Mstep: Class 16 contains 46587 members 
Mstep: Class 17 contains 98791 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 224329 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5404 members 
Mstep: Class 23 contains 214695 members 
Mstep: Class 24 contains 8171 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950916.000000 Penalty: 14572.699219
Iteration 387Q: 24 clusters Score -4.695092e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 305329 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 25405 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 13350 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6765 members 
Mstep: Class 16 contains 46648 members 
Mstep: Class 17 contains 99325 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 224218 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 215006 members 
Mstep: Class 24 contains 7920 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951044.000000 Penalty: 14572.699219
Iteration 388Q: 24 clusters Score -4.695104e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 304719 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 8 contains 20544 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 39811 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 16 contains 46707 members 
Mstep: Class 17 contains 99895 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 224100 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 215317 members 
Mstep: Class 24 contains 7686 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951204.000000 Penalty: 14572.699219
Iteration 389Q: 24 clusters Score -4.69512e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 304195 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25411 members 
Mstep: Class 8 contains 20538 members 
Mstep: Class 9 contains 13317 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 39765 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6763 members 
Mstep: Class 16 contains 46772 members 
Mstep: Class 17 contains 100465 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 223966 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5406 members 
Mstep: Class 23 contains 215545 members 
Mstep: Class 24 contains 7458 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951300.000000 Penalty: 14572.699219
Iteration 390Q: 24 clusters Score -4.69513e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 303582 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 8 contains 20524 members 
Mstep: Class 9 contains 13303 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 39713 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 16 contains 46829 members 
Mstep: Class 17 contains 101045 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 223838 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 215835 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951536.000000 Penalty: 14572.699219
Iteration 391Q: 24 clusters Score -4.695154e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 302922 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25415 members 
Mstep: Class 8 contains 20515 members 
Mstep: Class 9 contains 13286 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 39656 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 16 contains 46885 members 
Mstep: Class 17 contains 101631 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 223741 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5410 members 
Mstep: Class 23 contains 216157 members 
Mstep: Class 24 contains 7008 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951812.000000 Penalty: 14572.699219
Iteration 392Q: 24 clusters Score -4.695181e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 302184 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25415 members 
Mstep: Class 8 contains 20509 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 39593 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 16 contains 46947 members 
Mstep: Class 17 contains 102240 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 223653 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 5415 members 
Mstep: Class 23 contains 216528 members 
Mstep: Class 24 contains 6781 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952260.000000 Penalty: 14572.699219
Iteration 393Q: 24 clusters Score -4.695226e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 301443 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25413 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 39522 members 
Mstep: Class 12 contains 5480 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 16 contains 46998 members 
Mstep: Class 17 contains 102819 members 
Mstep: Class 18 contains 10375 members 
Mstep: Class 19 contains 223564 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 216949 members 
Mstep: Class 24 contains 6540 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952452.000000 Penalty: 14572.699219
Iteration 394Q: 24 clusters Score -4.695245e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 300845 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25410 members 
Mstep: Class 8 contains 20498 members 
Mstep: Class 9 contains 13256 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6757 members 
Mstep: Class 16 contains 47055 members 
Mstep: Class 17 contains 103428 members 
Mstep: Class 18 contains 10368 members 
Mstep: Class 19 contains 223405 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 217277 members 
Mstep: Class 24 contains 6278 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 45994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952544.000000 Penalty: 14572.699219
Iteration 395Q: 24 clusters Score -4.695254e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 300133 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25406 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 13248 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 39372 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 16 contains 47102 members 
Mstep: Class 17 contains 104046 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 223256 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 217663 members 
Mstep: Class 24 contains 6054 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952564.000000 Penalty: 14572.699219
Iteration 396Q: 24 clusters Score -4.695256e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 299388 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25393 members 
Mstep: Class 8 contains 20496 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 39312 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 16 contains 47157 members 
Mstep: Class 17 contains 104657 members 
Mstep: Class 18 contains 10366 members 
Mstep: Class 19 contains 223082 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 218089 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952728.000000 Penalty: 14572.699219
Iteration 397Q: 24 clusters Score -4.695273e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 298631 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25382 members 
Mstep: Class 8 contains 20502 members 
Mstep: Class 9 contains 13236 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 39254 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6760 members 
Mstep: Class 16 contains 47217 members 
Mstep: Class 17 contains 105255 members 
Mstep: Class 18 contains 10362 members 
Mstep: Class 19 contains 222925 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 218531 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952808.000000 Penalty: 14572.699219
Iteration 398Q: 24 clusters Score -4.695281e+07 nChanged 2505
Entering ConstructFrom: 
Score: -46952808.000000 Penalty: 14572.699219
Entering ConstructFrom: 
Trying to split cluster 1 (40437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Entering Unmasked Estep 
Score: -1640557.250000 Penalty: 482.641266
	Iteration 0F: 2 clusters Score -1640557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1613384.875000 Penalty: 965.282532
	Iteration 0F: 3 clusters Score -1613385 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1625626.625000 Penalty: 965.282532
	Iteration 1F: 3 clusters Score -1625627 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -1627006.000000 Penalty: 965.282532
	Iteration 2F: 3 clusters Score -1627006 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -1629119.750000 Penalty: 965.282532
	Iteration 3F: 3 clusters Score -1629120 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -1631943.000000 Penalty: 965.282532
	Iteration 4F: 3 clusters Score -1631943 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -1634705.375000 Penalty: 965.282532
	Iteration 5F: 3 clusters Score -1634705 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -1636759.500000 Penalty: 965.282532
	Iteration 6F: 3 clusters Score -1636760 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -1638081.125000 Penalty: 965.282532
	Iteration 7Q: 3 clusters Score -1638081 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -1638819.500000 Penalty: 965.282532
	Iteration 8Q: 3 clusters Score -1638820 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -1639212.125000 Penalty: 965.282532
	Iteration 9Q: 3 clusters Score -1639212 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -1639533.250000 Penalty: 965.282532
	Iteration 10Q: 3 clusters Score -1639533 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -1639761.250000 Penalty: 965.282532
	Iteration 11Q: 3 clusters Score -1639761 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -1639931.250000 Penalty: 965.282532
	Iteration 12Q: 3 clusters Score -1639931 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -1640065.125000 Penalty: 965.282532
	Iteration 13Q: 3 clusters Score -1640065 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -1640139.375000 Penalty: 965.282532
	Iteration 14Q: 3 clusters Score -1640139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -1640179.375000 Penalty: 965.282532
	Iteration 15Q: 3 clusters Score -1640179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -1640204.125000 Penalty: 965.282532
	Iteration 16Q: 3 clusters Score -1640204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -1640242.500000 Penalty: 965.282532
	Iteration 17Q: 3 clusters Score -1640242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -1640271.500000 Penalty: 965.282532
	Iteration 18Q: 3 clusters Score -1640272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -1640288.875000 Penalty: 965.282532
	Iteration 19Q: 3 clusters Score -1640289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -1640301.500000 Penalty: 965.282532
	Iteration 20F: 3 clusters Score -1640302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -1640305.375000 Penalty: 965.282532
	Iteration 21Q: 3 clusters Score -1640305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -1640310.500000 Penalty: 965.282532
	Iteration 22Q: 3 clusters Score -1640310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -1640318.625000 Penalty: 965.282532
	Iteration 23Q: 3 clusters Score -1640319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -1640326.625000 Penalty: 965.282532
	Iteration 24Q: 3 clusters Score -1640327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -1640337.375000 Penalty: 965.282532
	Iteration 25Q: 3 clusters Score -1640337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -1640341.875000 Penalty: 965.282532
	Iteration 26Q: 3 clusters Score -1640342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -1640355.000000 Penalty: 965.282532
	Iteration 27Q: 3 clusters Score -1640355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -1640361.250000 Penalty: 965.282532
	Iteration 28Q: 3 clusters Score -1640361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -1640367.750000 Penalty: 965.282532
	Iteration 29Q: 3 clusters Score -1640368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -1640368.750000 Penalty: 965.282532
	Iteration 30Q: 3 clusters Score -1640369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -1640374.125000 Penalty: 965.282532
	Iteration 31Q: 3 clusters Score -1640374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -1640381.625000 Penalty: 965.282532
	Iteration 32Q: 3 clusters Score -1640382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -1640380.750000 Penalty: 965.282532
	Iteration 33Q: 3 clusters Score -1640381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -1640381.125000 Penalty: 965.282532
	Iteration 34Q: 3 clusters Score -1640381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -1640384.500000 Penalty: 965.282532
	Iteration 35Q: 3 clusters Score -1640384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -1640384.250000 Penalty: 965.282532
	Iteration 36Q: 3 clusters Score -1640384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -1640385.375000 Penalty: 965.282532
	Iteration 37Q: 3 clusters Score -1640385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -1640388.125000 Penalty: 965.282532
	Iteration 38Q: 3 clusters Score -1640388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -1640388.500000 Penalty: 965.282532
	Iteration 39Q: 3 clusters Score -1640388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -1640387.875000 Penalty: 965.282532
	Iteration 40F: 3 clusters Score -1640388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -1640388.625000 Penalty: 965.282532
	Iteration 41Q: 3 clusters Score -1640389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -1640388.500000 Penalty: 965.282532
	Iteration 42Q: 3 clusters Score -1640388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -1640390.250000 Penalty: 965.282532
	Iteration 43Q: 3 clusters Score -1640390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -1640389.500000 Penalty: 965.282532
	Iteration 44Q: 3 clusters Score -1640390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -1640390.500000 Penalty: 965.282532
	Iteration 45Q: 3 clusters Score -1640390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -1640389.875000 Penalty: 965.282532
	Iteration 46Q: 3 clusters Score -1640390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -1640390.125000 Penalty: 965.282532
	Iteration 47Q: 3 clusters Score -1640390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -1640390.375000 Penalty: 965.282532
	Iteration 48Q: 3 clusters Score -1640390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -1640390.375000 Penalty: 965.282532
	Iteration 49F: 3 clusters Score -1640390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -47641.542969 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -47641.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46750.734375 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -46750.73 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46997.449219 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -46997.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47054.382812 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -47054.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47101.175781 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -47101.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47136.527344 Penalty: 639.727539
	Iteration 4Q: 3 clusters Score -47136.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47169.277344 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -47169.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -47203.781250 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -47203.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47225.191406 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -47225.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -47245.382812 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -47245.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47259.285156 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -47259.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47272.105469 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -47272.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47283.542969 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -47283.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47300.292969 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -47300.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47322.238281 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -47322.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47332.445312 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -47332.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47338.707031 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -47338.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47347.093750 Penalty: 639.727539
	Iteration 16Q: 3 clusters Score -47347.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47353.378906 Penalty: 639.727539
	Iteration 17Q: 3 clusters Score -47353.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47358.281250 Penalty: 639.727539
	Iteration 18Q: 3 clusters Score -47358.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47361.945312 Penalty: 639.727539
	Iteration 19Q: 3 clusters Score -47361.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47364.816406 Penalty: 639.727539
	Iteration 20F: 3 clusters Score -47364.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47367.136719 Penalty: 639.727539
	Iteration 21Q: 3 clusters Score -47367.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47367.976562 Penalty: 639.727539
	Iteration 22Q: 3 clusters Score -47367.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47368.855469 Penalty: 639.727539
	Iteration 23Q: 3 clusters Score -47368.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47369.574219 Penalty: 639.727539
	Iteration 24Q: 3 clusters Score -47369.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47370.007812 Penalty: 639.727539
	Iteration 25Q: 3 clusters Score -47370.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47370.175781 Penalty: 639.727539
	Iteration 26Q: 3 clusters Score -47370.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47370.175781 Penalty: 639.727539
	Iteration 27F: 3 clusters Score -47370.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (297888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297888 members 
Entering Unmasked Estep 
Score: -13272489.000000 Penalty: 573.503540
	Iteration 0F: 2 clusters Score -1.327249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 148838 members 
Entering Unmasked Estep 
Score: -13071287.000000 Penalty: 1147.007080
	Iteration 0F: 3 clusters Score -1.307129e+07 nChanged 146583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 141703 members 
Entering Unmasked Estep 
Score: -13163955.000000 Penalty: 1147.007080
	Iteration 1F: 3 clusters Score -1.316396e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -13168533.000000 Penalty: 1147.007080
	Iteration 2Q: 3 clusters Score -1.316853e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164657 members 
Mstep: Class 2 contains 133231 members 
Entering Unmasked Estep 
Score: -13175333.000000 Penalty: 1147.007080
	Iteration 3Q: 3 clusters Score -1.317533e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
Score: -13185481.000000 Penalty: 1147.007080
	Iteration 4F: 3 clusters Score -1.318548e+07 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -13199500.000000 Penalty: 1147.007080
	Iteration 5F: 3 clusters Score -1.31995e+07 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -13213298.000000 Penalty: 1147.007080
	Iteration 6F: 3 clusters Score -1.32133e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185068 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -13220324.000000 Penalty: 1147.007080
	Iteration 7Q: 3 clusters Score -1.322032e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 108894 members 
Entering Unmasked Estep 
Score: -13222712.000000 Penalty: 1147.007080
	Iteration 8Q: 3 clusters Score -1.322271e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -13223927.000000 Penalty: 1147.007080
	Iteration 9Q: 3 clusters Score -1.322393e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198091 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -13225103.000000 Penalty: 1147.007080
	Iteration 10Q: 3 clusters Score -1.32251e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203223 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -13226437.000000 Penalty: 1147.007080
	Iteration 11Q: 3 clusters Score -1.322644e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208778 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -13227853.000000 Penalty: 1147.007080
	Iteration 12Q: 3 clusters Score -1.322785e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -13229676.000000 Penalty: 1147.007080
	Iteration 13Q: 3 clusters Score -1.322968e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221314 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -13231905.000000 Penalty: 1147.007080
	Iteration 14Q: 3 clusters Score -1.32319e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228290 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -13234529.000000 Penalty: 1147.007080
	Iteration 15Q: 3 clusters Score -1.323453e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235691 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -13237652.000000 Penalty: 1147.007080
	Iteration 16Q: 3 clusters Score -1.323765e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243256 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -13241361.000000 Penalty: 1147.007080
	Iteration 17Q: 3 clusters Score -1.324136e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250715 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -13245395.000000 Penalty: 1147.007080
	Iteration 18Q: 3 clusters Score -1.32454e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257921 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -13249480.000000 Penalty: 1147.007080
	Iteration 19Q: 3 clusters Score -1.324948e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264505 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -13253816.000000 Penalty: 1147.007080
	Iteration 20F: 3 clusters Score -1.325382e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270495 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -13257788.000000 Penalty: 1147.007080
	Iteration 21Q: 3 clusters Score -1.325779e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275619 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -13261139.000000 Penalty: 1147.007080
	Iteration 22Q: 3 clusters Score -1.326114e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279997 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -13263902.000000 Penalty: 1147.007080
	Iteration 23Q: 3 clusters Score -1.32639e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283619 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -13266087.000000 Penalty: 1147.007080
	Iteration 24Q: 3 clusters Score -1.326609e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286536 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -13267808.000000 Penalty: 1147.007080
	Iteration 25Q: 3 clusters Score -1.326781e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288925 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -13269001.000000 Penalty: 1147.007080
	Iteration 26Q: 3 clusters Score -1.3269e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290864 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -13269803.000000 Penalty: 1147.007080
	Iteration 27Q: 3 clusters Score -1.32698e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292378 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -13270349.000000 Penalty: 1147.007080
	Iteration 28Q: 3 clusters Score -1.327035e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293592 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -13270810.000000 Penalty: 1147.007080
	Iteration 29Q: 3 clusters Score -1.327081e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294540 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -13271181.000000 Penalty: 1147.007080
	Iteration 30Q: 3 clusters Score -1.327118e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295267 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -13271397.000000 Penalty: 1147.007080
	Iteration 31Q: 3 clusters Score -1.32714e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295829 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -13271533.000000 Penalty: 1147.007080
	Iteration 32Q: 3 clusters Score -1.327153e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296247 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13271660.000000 Penalty: 1147.007080
	Iteration 33Q: 3 clusters Score -1.327166e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296574 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13271766.000000 Penalty: 1147.007080
	Iteration 34Q: 3 clusters Score -1.327177e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296825 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13271871.000000 Penalty: 1147.007080
	Iteration 35Q: 3 clusters Score -1.327187e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13271903.000000 Penalty: 1147.007080
	Iteration 36Q: 3 clusters Score -1.32719e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297156 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13271917.000000 Penalty: 1147.007080
	Iteration 37Q: 3 clusters Score -1.327192e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13271929.000000 Penalty: 1147.007080
	Iteration 38Q: 3 clusters Score -1.327193e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13271947.000000 Penalty: 1147.007080
	Iteration 39Q: 3 clusters Score -1.327195e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13271956.000000 Penalty: 1147.007080
	Iteration 40F: 3 clusters Score -1.327196e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13271987.000000 Penalty: 1147.007080
	Iteration 41Q: 3 clusters Score -1.327199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297518 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13272014.000000 Penalty: 1147.007080
	Iteration 42Q: 3 clusters Score -1.327201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297551 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13272025.000000 Penalty: 1147.007080
	Iteration 43Q: 3 clusters Score -1.327202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297570 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13272044.000000 Penalty: 1147.007080
	Iteration 44Q: 3 clusters Score -1.327204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297589 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13272050.000000 Penalty: 1147.007080
	Iteration 45Q: 3 clusters Score -1.327205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297606 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13272060.000000 Penalty: 1147.007080
	Iteration 46Q: 3 clusters Score -1.327206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297619 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13272064.000000 Penalty: 1147.007080
	Iteration 47Q: 3 clusters Score -1.327206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297626 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13272077.000000 Penalty: 1147.007080
	Iteration 48Q: 3 clusters Score -1.327208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297628 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13272071.000000 Penalty: 1147.007080
	Iteration 49Q: 3 clusters Score -1.327207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297632 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13272079.000000 Penalty: 1147.007080
	Iteration 50Q: 3 clusters Score -1.327208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297634 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13272074.000000 Penalty: 1147.007080
	Iteration 51Q: 3 clusters Score -1.327207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297634 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13272074.000000 Penalty: 1147.007080
	Iteration 52F: 3 clusters Score -1.327207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -3536.400635 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -3536.401 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 55 members 
Entering Unmasked Estep 
Score: -3341.954834 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -3341.955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3429.981689 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -3429.982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3488.361816 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -3488.362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3504.409180 Penalty: 430.994049
	Iteration 3F: 3 clusters Score -3504.409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3512.802979 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -3512.803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3513.891113 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -3513.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3516.853271 Penalty: 430.994049
	Iteration 6Q: 3 clusters Score -3516.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3522.971191 Penalty: 430.994049
	Iteration 7Q: 3 clusters Score -3522.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3524.716309 Penalty: 430.994049
	Iteration 8Q: 3 clusters Score -3524.716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3526.012939 Penalty: 430.994049
	Iteration 9Q: 3 clusters Score -3526.013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3529.075439 Penalty: 430.994049
	Iteration 10Q: 3 clusters Score -3529.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3531.274658 Penalty: 430.994049
	Iteration 11Q: 3 clusters Score -3531.275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3531.274658 Penalty: 430.994049
	Iteration 12F: 3 clusters Score -3531.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Entering Unmasked Estep 
Score: -1093823.625000 Penalty: 461.412231
	Iteration 0F: 2 clusters Score -1093824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1076825.125000 Penalty: 922.824463
	Iteration 0F: 3 clusters Score -1076825 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1084001.000000 Penalty: 922.824463
	Iteration 1F: 3 clusters Score -1084001 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1084369.250000 Penalty: 922.824463
	Iteration 2Q: 3 clusters Score -1084369 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1084925.375000 Penalty: 922.824463
	Iteration 3Q: 3 clusters Score -1084925 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1085775.125000 Penalty: 922.824463
	Iteration 4F: 3 clusters Score -1085775 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1086984.125000 Penalty: 922.824463
	Iteration 5F: 3 clusters Score -1086984 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1088207.875000 Penalty: 922.824463
	Iteration 6F: 3 clusters Score -1088208 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1088978.625000 Penalty: 922.824463
	Iteration 7F: 3 clusters Score -1088979 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1089350.250000 Penalty: 922.824463
	Iteration 8Q: 3 clusters Score -1089350 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1089588.750000 Penalty: 922.824463
	Iteration 9Q: 3 clusters Score -1089589 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1089816.000000 Penalty: 922.824463
	Iteration 10Q: 3 clusters Score -1089816 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1090018.750000 Penalty: 922.824463
	Iteration 11Q: 3 clusters Score -1090019 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1090230.000000 Penalty: 922.824463
	Iteration 12Q: 3 clusters Score -1090230 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1090476.500000 Penalty: 922.824463
	Iteration 13Q: 3 clusters Score -1090476 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -1090766.875000 Penalty: 922.824463
	Iteration 14Q: 3 clusters Score -1090767 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1091074.875000 Penalty: 922.824463
	Iteration 15Q: 3 clusters Score -1091075 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1091418.375000 Penalty: 922.824463
	Iteration 16Q: 3 clusters Score -1091418 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -1091784.000000 Penalty: 922.824463
	Iteration 17Q: 3 clusters Score -1091784 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -1092109.625000 Penalty: 922.824463
	Iteration 18Q: 3 clusters Score -1092110 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -1092398.000000 Penalty: 922.824463
	Iteration 19Q: 3 clusters Score -1092398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -1092637.500000 Penalty: 922.824463
	Iteration 20F: 3 clusters Score -1092638 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -1092835.375000 Penalty: 922.824463
	Iteration 21Q: 3 clusters Score -1092835 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1092980.125000 Penalty: 922.824463
	Iteration 22Q: 3 clusters Score -1092980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1093096.125000 Penalty: 922.824463
	Iteration 23Q: 3 clusters Score -1093096 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1093194.500000 Penalty: 922.824463
	Iteration 24Q: 3 clusters Score -1093194 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1093261.625000 Penalty: 922.824463
	Iteration 25Q: 3 clusters Score -1093262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -1093298.000000 Penalty: 922.824463
	Iteration 26Q: 3 clusters Score -1093298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -1093316.500000 Penalty: 922.824463
	Iteration 27Q: 3 clusters Score -1093316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1093328.125000 Penalty: 922.824463
	Iteration 28Q: 3 clusters Score -1093328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -1093334.375000 Penalty: 922.824463
	Iteration 29Q: 3 clusters Score -1093334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -1093337.000000 Penalty: 922.824463
	Iteration 30Q: 3 clusters Score -1093337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1093341.125000 Penalty: 922.824463
	Iteration 31Q: 3 clusters Score -1093341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -1093343.500000 Penalty: 922.824463
	Iteration 32Q: 3 clusters Score -1093344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1093350.875000 Penalty: 922.824463
	Iteration 33Q: 3 clusters Score -1093351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1093359.375000 Penalty: 922.824463
	Iteration 34Q: 3 clusters Score -1093359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1093365.375000 Penalty: 922.824463
	Iteration 35Q: 3 clusters Score -1093365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1093367.625000 Penalty: 922.824463
	Iteration 36Q: 3 clusters Score -1093368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -1093373.125000 Penalty: 922.824463
	Iteration 37Q: 3 clusters Score -1093373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1093374.125000 Penalty: 922.824463
	Iteration 38Q: 3 clusters Score -1093374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -1093376.500000 Penalty: 922.824463
	Iteration 39Q: 3 clusters Score -1093376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1093379.500000 Penalty: 922.824463
	Iteration 40F: 3 clusters Score -1093380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -1093381.125000 Penalty: 922.824463
	Iteration 41Q: 3 clusters Score -1093381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -1093384.375000 Penalty: 922.824463
	Iteration 42Q: 3 clusters Score -1093384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1093388.125000 Penalty: 922.824463
	Iteration 43Q: 3 clusters Score -1093388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1093394.375000 Penalty: 922.824463
	Iteration 44Q: 3 clusters Score -1093394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -1093398.625000 Penalty: 922.824463
	Iteration 45Q: 3 clusters Score -1093399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -1093401.750000 Penalty: 922.824463
	Iteration 46Q: 3 clusters Score -1093402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1093405.125000 Penalty: 922.824463
	Iteration 47Q: 3 clusters Score -1093405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1093407.750000 Penalty: 922.824463
	Iteration 48Q: 3 clusters Score -1093408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -1093409.250000 Penalty: 922.824463
	Iteration 49Q: 3 clusters Score -1093409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -1093408.000000 Penalty: 922.824463
	Iteration 50Q: 3 clusters Score -1093408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -1093410.625000 Penalty: 922.824463
	Iteration 51Q: 3 clusters Score -1093411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1093413.250000 Penalty: 922.824463
	Iteration 52Q: 3 clusters Score -1093413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1093414.500000 Penalty: 922.824463
	Iteration 53Q: 3 clusters Score -1093414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -1093417.500000 Penalty: 922.824463
	Iteration 54Q: 3 clusters Score -1093418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -1093420.500000 Penalty: 922.824463
	Iteration 55Q: 3 clusters Score -1093420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1093424.500000 Penalty: 922.824463
	Iteration 56Q: 3 clusters Score -1093424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1093426.125000 Penalty: 922.824463
	Iteration 57Q: 3 clusters Score -1093426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1093426.875000 Penalty: 922.824463
	Iteration 58Q: 3 clusters Score -1093427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1093428.625000 Penalty: 922.824463
	Iteration 59Q: 3 clusters Score -1093429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -1093427.125000 Penalty: 922.824463
	Iteration 60F: 3 clusters Score -1093427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -1093429.625000 Penalty: 922.824463
	Iteration 61Q: 3 clusters Score -1093430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -1093429.250000 Penalty: 922.824463
	Iteration 62Q: 3 clusters Score -1093429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -1093429.500000 Penalty: 922.824463
	Iteration 63Q: 3 clusters Score -1093430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -1093427.875000 Penalty: 922.824463
	Iteration 64Q: 3 clusters Score -1093428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1093430.500000 Penalty: 922.824463
	Iteration 65Q: 3 clusters Score -1093430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1093430.000000 Penalty: 922.824463
	Iteration 66Q: 3 clusters Score -1093430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -1093433.000000 Penalty: 922.824463
	Iteration 67Q: 3 clusters Score -1093433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -1093437.875000 Penalty: 922.824463
	Iteration 68Q: 3 clusters Score -1093438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1093436.500000 Penalty: 922.824463
	Iteration 69Q: 3 clusters Score -1093436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -1093439.250000 Penalty: 922.824463
	Iteration 70Q: 3 clusters Score -1093439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1093438.750000 Penalty: 922.824463
	Iteration 71Q: 3 clusters Score -1093439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1093437.000000 Penalty: 922.824463
	Iteration 72Q: 3 clusters Score -1093437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -1093435.875000 Penalty: 922.824463
	Iteration 73Q: 3 clusters Score -1093436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -1093435.875000 Penalty: 922.824463
	Iteration 74Q: 3 clusters Score -1093436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1093435.875000 Penalty: 922.824463
	Iteration 75Q: 3 clusters Score -1093436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -1093439.625000 Penalty: 922.824463
	Iteration 76Q: 3 clusters Score -1093440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1093440.625000 Penalty: 922.824463
	Iteration 77Q: 3 clusters Score -1093441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -1093443.250000 Penalty: 922.824463
	Iteration 78Q: 3 clusters Score -1093443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1093443.750000 Penalty: 922.824463
	Iteration 79Q: 3 clusters Score -1093444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -1093444.375000 Penalty: 922.824463
	Iteration 80F: 3 clusters Score -1093444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -1093446.250000 Penalty: 922.824463
	Iteration 81Q: 3 clusters Score -1093446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1093445.625000 Penalty: 922.824463
	Iteration 82Q: 3 clusters Score -1093446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -1093444.875000 Penalty: 922.824463
	Iteration 83Q: 3 clusters Score -1093445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -1093444.875000 Penalty: 922.824463
	Iteration 84F: 3 clusters Score -1093445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -878074.250000 Penalty: 451.732178
	Iteration 0F: 2 clusters Score -878074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -864335.875000 Penalty: 903.464355
	Iteration 0F: 3 clusters Score -864335.9 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -870083.625000 Penalty: 903.464355
	Iteration 1F: 3 clusters Score -870083.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -870366.125000 Penalty: 903.464355
	Iteration 2Q: 3 clusters Score -870366.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -870734.375000 Penalty: 903.464355
	Iteration 3Q: 3 clusters Score -870734.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -871262.812500 Penalty: 903.464355
	Iteration 4F: 3 clusters Score -871262.8 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -872080.000000 Penalty: 903.464355
	Iteration 5F: 3 clusters Score -872080 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -873212.625000 Penalty: 903.464355
	Iteration 6F: 3 clusters Score -873212.6 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -874474.000000 Penalty: 903.464355
	Iteration 7F: 3 clusters Score -874474 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -875548.625000 Penalty: 903.464355
	Iteration 8F: 3 clusters Score -875548.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -876426.062500 Penalty: 903.464355
	Iteration 9F: 3 clusters Score -876426.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -877043.875000 Penalty: 903.464355
	Iteration 10Q: 3 clusters Score -877043.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -877411.562500 Penalty: 903.464355
	Iteration 11Q: 3 clusters Score -877411.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -877653.312500 Penalty: 903.464355
	Iteration 12Q: 3 clusters Score -877653.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -877793.125000 Penalty: 903.464355
	Iteration 13Q: 3 clusters Score -877793.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -877862.562500 Penalty: 903.464355
	Iteration 14Q: 3 clusters Score -877862.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -877904.500000 Penalty: 903.464355
	Iteration 15Q: 3 clusters Score -877904.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -877930.812500 Penalty: 903.464355
	Iteration 16Q: 3 clusters Score -877930.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -877947.000000 Penalty: 903.464355
	Iteration 17Q: 3 clusters Score -877947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -877954.562500 Penalty: 903.464355
	Iteration 18Q: 3 clusters Score -877954.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -877961.187500 Penalty: 903.464355
	Iteration 19Q: 3 clusters Score -877961.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -877967.687500 Penalty: 903.464355
	Iteration 20F: 3 clusters Score -877967.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -877973.687500 Penalty: 903.464355
	Iteration 21Q: 3 clusters Score -877973.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -877980.187500 Penalty: 903.464355
	Iteration 22Q: 3 clusters Score -877980.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -877983.187500 Penalty: 903.464355
	Iteration 23Q: 3 clusters Score -877983.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -877987.875000 Penalty: 903.464355
	Iteration 24Q: 3 clusters Score -877987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -877994.000000 Penalty: 903.464355
	Iteration 25Q: 3 clusters Score -877994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -878004.000000 Penalty: 903.464355
	Iteration 26Q: 3 clusters Score -878004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -878004.312500 Penalty: 903.464355
	Iteration 27Q: 3 clusters Score -878004.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -878007.500000 Penalty: 903.464355
	Iteration 28Q: 3 clusters Score -878007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -878006.625000 Penalty: 903.464355
	Iteration 29Q: 3 clusters Score -878006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -878010.562500 Penalty: 903.464355
	Iteration 30Q: 3 clusters Score -878010.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -878012.687500 Penalty: 903.464355
	Iteration 31Q: 3 clusters Score -878012.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -878017.250000 Penalty: 903.464355
	Iteration 32Q: 3 clusters Score -878017.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -878018.750000 Penalty: 903.464355
	Iteration 33Q: 3 clusters Score -878018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -878022.125000 Penalty: 903.464355
	Iteration 34Q: 3 clusters Score -878022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -878022.437500 Penalty: 903.464355
	Iteration 35Q: 3 clusters Score -878022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -878021.625000 Penalty: 903.464355
	Iteration 36Q: 3 clusters Score -878021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -878020.375000 Penalty: 903.464355
	Iteration 37Q: 3 clusters Score -878020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -878021.187500 Penalty: 903.464355
	Iteration 38Q: 3 clusters Score -878021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -878024.625000 Penalty: 903.464355
	Iteration 39Q: 3 clusters Score -878024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -878025.687500 Penalty: 903.464355
	Iteration 40F: 3 clusters Score -878025.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -878026.562500 Penalty: 903.464355
	Iteration 41Q: 3 clusters Score -878026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -878026.812500 Penalty: 903.464355
	Iteration 42Q: 3 clusters Score -878026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -878027.437500 Penalty: 903.464355
	Iteration 43Q: 3 clusters Score -878027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -878026.875000 Penalty: 903.464355
	Iteration 44Q: 3 clusters Score -878026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -878027.875000 Penalty: 903.464355
	Iteration 45Q: 3 clusters Score -878027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -878028.500000 Penalty: 903.464355
	Iteration 46Q: 3 clusters Score -878028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -878028.000000 Penalty: 903.464355
	Iteration 47Q: 3 clusters Score -878028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -878028.875000 Penalty: 903.464355
	Iteration 48Q: 3 clusters Score -878028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -878028.937500 Penalty: 903.464355
	Iteration 49Q: 3 clusters Score -878028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -878027.750000 Penalty: 903.464355
	Iteration 50Q: 3 clusters Score -878027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -878029.000000 Penalty: 903.464355
	Iteration 51Q: 3 clusters Score -878029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -878027.812500 Penalty: 903.464355
	Iteration 52Q: 3 clusters Score -878027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -878027.812500 Penalty: 903.464355
	Iteration 53F: 3 clusters Score -878027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Entering Unmasked Estep 
Score: -586797.375000 Penalty: 431.806000
	Iteration 0F: 2 clusters Score -586797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -577909.625000 Penalty: 863.612000
	Iteration 0F: 3 clusters Score -577909.6 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -581445.125000 Penalty: 863.612000
	Iteration 1F: 3 clusters Score -581445.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -581606.125000 Penalty: 863.612000
	Iteration 2Q: 3 clusters Score -581606.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -581813.625000 Penalty: 863.612000
	Iteration 3Q: 3 clusters Score -581813.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -582113.375000 Penalty: 863.612000
	Iteration 4Q: 3 clusters Score -582113.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -582578.250000 Penalty: 863.612000
	Iteration 5F: 3 clusters Score -582578.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -583207.062500 Penalty: 863.612000
	Iteration 6F: 3 clusters Score -583207.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -583785.750000 Penalty: 863.612000
	Iteration 7F: 3 clusters Score -583785.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -584058.187500 Penalty: 863.612000
	Iteration 8Q: 3 clusters Score -584058.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -584167.875000 Penalty: 863.612000
	Iteration 9Q: 3 clusters Score -584167.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -584231.062500 Penalty: 863.612000
	Iteration 10Q: 3 clusters Score -584231.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -584286.562500 Penalty: 863.612000
	Iteration 11Q: 3 clusters Score -584286.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -584345.437500 Penalty: 863.612000
	Iteration 12Q: 3 clusters Score -584345.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -584426.062500 Penalty: 863.612000
	Iteration 13Q: 3 clusters Score -584426.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -584533.562500 Penalty: 863.612000
	Iteration 14Q: 3 clusters Score -584533.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -584690.812500 Penalty: 863.612000
	Iteration 15Q: 3 clusters Score -584690.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -584890.437500 Penalty: 863.612000
	Iteration 16Q: 3 clusters Score -584890.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -585101.937500 Penalty: 863.612000
	Iteration 17Q: 3 clusters Score -585101.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -585336.812500 Penalty: 863.612000
	Iteration 18Q: 3 clusters Score -585336.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -585608.687500 Penalty: 863.612000
	Iteration 19Q: 3 clusters Score -585608.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -585862.875000 Penalty: 863.612000
	Iteration 20F: 3 clusters Score -585862.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -586062.437500 Penalty: 863.612000
	Iteration 21Q: 3 clusters Score -586062.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -586205.312500 Penalty: 863.612000
	Iteration 22Q: 3 clusters Score -586205.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -586290.062500 Penalty: 863.612000
	Iteration 23Q: 3 clusters Score -586290.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -586334.000000 Penalty: 863.612000
	Iteration 24Q: 3 clusters Score -586334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -586368.312500 Penalty: 863.612000
	Iteration 25Q: 3 clusters Score -586368.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -586386.687500 Penalty: 863.612000
	Iteration 26Q: 3 clusters Score -586386.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -586394.250000 Penalty: 863.612000
	Iteration 27Q: 3 clusters Score -586394.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -586398.625000 Penalty: 863.612000
	Iteration 28Q: 3 clusters Score -586398.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -586401.875000 Penalty: 863.612000
	Iteration 29Q: 3 clusters Score -586401.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -586405.937500 Penalty: 863.612000
	Iteration 30Q: 3 clusters Score -586405.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -586409.000000 Penalty: 863.612000
	Iteration 31Q: 3 clusters Score -586409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -586412.937500 Penalty: 863.612000
	Iteration 32Q: 3 clusters Score -586412.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -586415.875000 Penalty: 863.612000
	Iteration 33Q: 3 clusters Score -586415.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -586420.062500 Penalty: 863.612000
	Iteration 34Q: 3 clusters Score -586420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -586423.125000 Penalty: 863.612000
	Iteration 35Q: 3 clusters Score -586423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -586425.812500 Penalty: 863.612000
	Iteration 36Q: 3 clusters Score -586425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -586428.125000 Penalty: 863.612000
	Iteration 37Q: 3 clusters Score -586428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -586429.937500 Penalty: 863.612000
	Iteration 38Q: 3 clusters Score -586429.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -586433.250000 Penalty: 863.612000
	Iteration 39Q: 3 clusters Score -586433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -586435.375000 Penalty: 863.612000
	Iteration 40F: 3 clusters Score -586435.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -586437.375000 Penalty: 863.612000
	Iteration 41Q: 3 clusters Score -586437.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -586437.812500 Penalty: 863.612000
	Iteration 42Q: 3 clusters Score -586437.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -586440.125000 Penalty: 863.612000
	Iteration 43Q: 3 clusters Score -586440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -586441.562500 Penalty: 863.612000
	Iteration 44Q: 3 clusters Score -586441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -586443.187500 Penalty: 863.612000
	Iteration 45Q: 3 clusters Score -586443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -586443.312500 Penalty: 863.612000
	Iteration 46Q: 3 clusters Score -586443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -586443.875000 Penalty: 863.612000
	Iteration 47Q: 3 clusters Score -586443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -586444.375000 Penalty: 863.612000
	Iteration 48Q: 3 clusters Score -586444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -586444.812500 Penalty: 863.612000
	Iteration 49Q: 3 clusters Score -586444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -586445.562500 Penalty: 863.612000
	Iteration 50Q: 3 clusters Score -586445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -586446.000000 Penalty: 863.612000
	Iteration 51Q: 3 clusters Score -586446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -586447.750000 Penalty: 863.612000
	Iteration 52Q: 3 clusters Score -586447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -586449.187500 Penalty: 863.612000
	Iteration 53Q: 3 clusters Score -586449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -586448.562500 Penalty: 863.612000
	Iteration 54Q: 3 clusters Score -586448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -586447.812500 Penalty: 863.612000
	Iteration 55Q: 3 clusters Score -586447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -586447.812500 Penalty: 863.612000
	Iteration 56F: 3 clusters Score -586447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -43781.710938 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -43781.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -42850.246094 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -42850.25 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -43114.390625 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -43114.39 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -43165.101562 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -43165.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -43194.281250 Penalty: 644.282410
	Iteration 3Q: 3 clusters Score -43194.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -43219.785156 Penalty: 644.282410
	Iteration 4Q: 3 clusters Score -43219.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -43233.347656 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -43233.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43246.312500 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -43246.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -43260.390625 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -43260.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -43274.554688 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -43274.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -43287.953125 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -43287.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -43305.066406 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -43305.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -43325.335938 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -43325.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -43338.503906 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -43338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -43355.832031 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -43355.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -43374.863281 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -43374.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -43385.871094 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -43385.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -43397.304688 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -43397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -43405.957031 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -43405.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -43415.167969 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -43415.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -43425.156250 Penalty: 644.282410
	Iteration 19Q: 3 clusters Score -43425.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -43434.410156 Penalty: 644.282410
	Iteration 20F: 3 clusters Score -43434.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -43450.062500 Penalty: 644.282410
	Iteration 21Q: 3 clusters Score -43450.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -43457.742188 Penalty: 644.282410
	Iteration 22Q: 3 clusters Score -43457.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -43461.453125 Penalty: 644.282410
	Iteration 23Q: 3 clusters Score -43461.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -43462.187500 Penalty: 644.282410
	Iteration 24Q: 3 clusters Score -43462.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -43463.738281 Penalty: 644.282410
	Iteration 25Q: 3 clusters Score -43463.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -43464.714844 Penalty: 644.282410
	Iteration 26Q: 3 clusters Score -43464.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -43465.054688 Penalty: 644.282410
	Iteration 27Q: 3 clusters Score -43465.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -43465.742188 Penalty: 644.282410
	Iteration 28Q: 3 clusters Score -43465.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -43466.089844 Penalty: 644.282410
	Iteration 29Q: 3 clusters Score -43466.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -43466.843750 Penalty: 644.282410
	Iteration 30Q: 3 clusters Score -43466.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -43467.187500 Penalty: 644.282410
	Iteration 31Q: 3 clusters Score -43467.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -43467.351562 Penalty: 644.282410
	Iteration 32Q: 3 clusters Score -43467.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -43467.460938 Penalty: 644.282410
	Iteration 33Q: 3 clusters Score -43467.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -43467.460938 Penalty: 644.282410
	Iteration 34F: 3 clusters Score -43467.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Entering Unmasked Estep 
Score: -1728022.625000 Penalty: 481.241608
	Iteration 0F: 2 clusters Score -1728023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1701625.125000 Penalty: 962.483215
	Iteration 0F: 3 clusters Score -1701625 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1712850.250000 Penalty: 962.483215
	Iteration 1F: 3 clusters Score -1712850 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -1713489.500000 Penalty: 962.483215
	Iteration 2Q: 3 clusters Score -1713490 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1714458.875000 Penalty: 962.483215
	Iteration 3Q: 3 clusters Score -1714459 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1716074.250000 Penalty: 962.483215
	Iteration 4F: 3 clusters Score -1716074 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -1718598.500000 Penalty: 962.483215
	Iteration 5F: 3 clusters Score -1718598 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -1721534.000000 Penalty: 962.483215
	Iteration 6F: 3 clusters Score -1721534 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -1723818.250000 Penalty: 962.483215
	Iteration 7F: 3 clusters Score -1723818 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -1725035.625000 Penalty: 962.483215
	Iteration 8Q: 3 clusters Score -1725036 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -1725734.125000 Penalty: 962.483215
	Iteration 9Q: 3 clusters Score -1725734 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -1726148.500000 Penalty: 962.483215
	Iteration 10Q: 3 clusters Score -1726148 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -1726432.750000 Penalty: 962.483215
	Iteration 11Q: 3 clusters Score -1726433 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -1726658.000000 Penalty: 962.483215
	Iteration 12Q: 3 clusters Score -1726658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -1726820.000000 Penalty: 962.483215
	Iteration 13Q: 3 clusters Score -1726820 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -1726950.625000 Penalty: 962.483215
	Iteration 14Q: 3 clusters Score -1726951 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -1727042.250000 Penalty: 962.483215
	Iteration 15Q: 3 clusters Score -1727042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -1727132.375000 Penalty: 962.483215
	Iteration 16Q: 3 clusters Score -1727132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -1727215.250000 Penalty: 962.483215
	Iteration 17Q: 3 clusters Score -1727215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -1727280.875000 Penalty: 962.483215
	Iteration 18Q: 3 clusters Score -1727281 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -1727331.125000 Penalty: 962.483215
	Iteration 19Q: 3 clusters Score -1727331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -1727381.250000 Penalty: 962.483215
	Iteration 20F: 3 clusters Score -1727381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -1727428.875000 Penalty: 962.483215
	Iteration 21Q: 3 clusters Score -1727429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -1727465.000000 Penalty: 962.483215
	Iteration 22Q: 3 clusters Score -1727465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -1727497.125000 Penalty: 962.483215
	Iteration 23Q: 3 clusters Score -1727497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -1727515.375000 Penalty: 962.483215
	Iteration 24Q: 3 clusters Score -1727515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -1727528.875000 Penalty: 962.483215
	Iteration 25Q: 3 clusters Score -1727529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -1727538.750000 Penalty: 962.483215
	Iteration 26Q: 3 clusters Score -1727539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -1727545.875000 Penalty: 962.483215
	Iteration 27Q: 3 clusters Score -1727546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -1727552.875000 Penalty: 962.483215
	Iteration 28Q: 3 clusters Score -1727553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -1727554.625000 Penalty: 962.483215
	Iteration 29Q: 3 clusters Score -1727555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -1727558.250000 Penalty: 962.483215
	Iteration 30Q: 3 clusters Score -1727558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -1727556.250000 Penalty: 962.483215
	Iteration 31Q: 3 clusters Score -1727556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -1727560.000000 Penalty: 962.483215
	Iteration 32Q: 3 clusters Score -1727560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -1727562.250000 Penalty: 962.483215
	Iteration 33Q: 3 clusters Score -1727562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -1727562.000000 Penalty: 962.483215
	Iteration 34Q: 3 clusters Score -1727562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -1727564.000000 Penalty: 962.483215
	Iteration 35Q: 3 clusters Score -1727564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -1727567.875000 Penalty: 962.483215
	Iteration 36Q: 3 clusters Score -1727568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -1727570.250000 Penalty: 962.483215
	Iteration 37Q: 3 clusters Score -1727570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -1727574.875000 Penalty: 962.483215
	Iteration 38Q: 3 clusters Score -1727575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -1727578.750000 Penalty: 962.483215
	Iteration 39Q: 3 clusters Score -1727579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -1727584.875000 Penalty: 962.483215
	Iteration 40F: 3 clusters Score -1727585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -1727590.500000 Penalty: 962.483215
	Iteration 41Q: 3 clusters Score -1727590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -1727594.500000 Penalty: 962.483215
	Iteration 42Q: 3 clusters Score -1727594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -1727599.500000 Penalty: 962.483215
	Iteration 43Q: 3 clusters Score -1727600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -1727600.625000 Penalty: 962.483215
	Iteration 44Q: 3 clusters Score -1727601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -1727602.125000 Penalty: 962.483215
	Iteration 45Q: 3 clusters Score -1727602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -1727602.875000 Penalty: 962.483215
	Iteration 46Q: 3 clusters Score -1727603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -1727603.500000 Penalty: 962.483215
	Iteration 47Q: 3 clusters Score -1727604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -1727604.750000 Penalty: 962.483215
	Iteration 48Q: 3 clusters Score -1727605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -1727606.750000 Penalty: 962.483215
	Iteration 49Q: 3 clusters Score -1727607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -1727608.125000 Penalty: 962.483215
	Iteration 50Q: 3 clusters Score -1727608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -1727609.875000 Penalty: 962.483215
	Iteration 51Q: 3 clusters Score -1727610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -1727609.750000 Penalty: 962.483215
	Iteration 52Q: 3 clusters Score -1727610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -1727610.000000 Penalty: 962.483215
	Iteration 53Q: 3 clusters Score -1727610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -1727612.125000 Penalty: 962.483215
	Iteration 54Q: 3 clusters Score -1727612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -1727611.625000 Penalty: 962.483215
	Iteration 55Q: 3 clusters Score -1727612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -1727611.625000 Penalty: 962.483215
	Iteration 56F: 3 clusters Score -1727612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -239111.734375 Penalty: 391.736359
	Iteration 0F: 2 clusters Score -239111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -235402.468750 Penalty: 783.472717
	Iteration 0F: 3 clusters Score -235402.5 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -236851.765625 Penalty: 783.472717
	Iteration 1F: 3 clusters Score -236851.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -236993.812500 Penalty: 783.472717
	Iteration 2F: 3 clusters Score -236993.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -237154.078125 Penalty: 783.472717
	Iteration 3F: 3 clusters Score -237154.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -237355.640625 Penalty: 783.472717
	Iteration 4F: 3 clusters Score -237355.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -237586.828125 Penalty: 783.472717
	Iteration 5F: 3 clusters Score -237586.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -237856.562500 Penalty: 783.472717
	Iteration 6F: 3 clusters Score -237856.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -238061.265625 Penalty: 783.472717
	Iteration 7F: 3 clusters Score -238061.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -238182.765625 Penalty: 783.472717
	Iteration 8Q: 3 clusters Score -238182.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -238234.031250 Penalty: 783.472717
	Iteration 9Q: 3 clusters Score -238234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -238255.359375 Penalty: 783.472717
	Iteration 10Q: 3 clusters Score -238255.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -238273.203125 Penalty: 783.472717
	Iteration 11Q: 3 clusters Score -238273.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -238290.578125 Penalty: 783.472717
	Iteration 12Q: 3 clusters Score -238290.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -238302.781250 Penalty: 783.472717
	Iteration 13Q: 3 clusters Score -238302.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -238310.750000 Penalty: 783.472717
	Iteration 14Q: 3 clusters Score -238310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -238320.828125 Penalty: 783.472717
	Iteration 15Q: 3 clusters Score -238320.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -238332.328125 Penalty: 783.472717
	Iteration 16Q: 3 clusters Score -238332.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -238341.968750 Penalty: 783.472717
	Iteration 17Q: 3 clusters Score -238342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -238357.453125 Penalty: 783.472717
	Iteration 18Q: 3 clusters Score -238357.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -238370.703125 Penalty: 783.472717
	Iteration 19Q: 3 clusters Score -238370.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -238386.031250 Penalty: 783.472717
	Iteration 20F: 3 clusters Score -238386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -238397.390625 Penalty: 783.472717
	Iteration 21Q: 3 clusters Score -238397.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -238404.859375 Penalty: 783.472717
	Iteration 22Q: 3 clusters Score -238404.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -238409.843750 Penalty: 783.472717
	Iteration 23Q: 3 clusters Score -238409.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -238416.359375 Penalty: 783.472717
	Iteration 24Q: 3 clusters Score -238416.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -238422.562500 Penalty: 783.472717
	Iteration 25Q: 3 clusters Score -238422.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -238429.171875 Penalty: 783.472717
	Iteration 26Q: 3 clusters Score -238429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -238435.218750 Penalty: 783.472717
	Iteration 27Q: 3 clusters Score -238435.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -238442.328125 Penalty: 783.472717
	Iteration 28Q: 3 clusters Score -238442.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -238448.484375 Penalty: 783.472717
	Iteration 29Q: 3 clusters Score -238448.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -238452.578125 Penalty: 783.472717
	Iteration 30Q: 3 clusters Score -238452.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -238454.390625 Penalty: 783.472717
	Iteration 31Q: 3 clusters Score -238454.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -238456.125000 Penalty: 783.472717
	Iteration 32Q: 3 clusters Score -238456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -238457.421875 Penalty: 783.472717
	Iteration 33Q: 3 clusters Score -238457.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -238458.953125 Penalty: 783.472717
	Iteration 34Q: 3 clusters Score -238459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -238459.828125 Penalty: 783.472717
	Iteration 35Q: 3 clusters Score -238459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -238461.234375 Penalty: 783.472717
	Iteration 36Q: 3 clusters Score -238461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -238461.937500 Penalty: 783.472717
	Iteration 37Q: 3 clusters Score -238461.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -238464.750000 Penalty: 783.472717
	Iteration 38Q: 3 clusters Score -238464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -238467.890625 Penalty: 783.472717
	Iteration 39Q: 3 clusters Score -238467.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -238472.625000 Penalty: 783.472717
	Iteration 40F: 3 clusters Score -238472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -238477.312500 Penalty: 783.472717
	Iteration 41Q: 3 clusters Score -238477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -238482.609375 Penalty: 783.472717
	Iteration 42Q: 3 clusters Score -238482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -238488.593750 Penalty: 783.472717
	Iteration 43Q: 3 clusters Score -238488.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -238494.062500 Penalty: 783.472717
	Iteration 44Q: 3 clusters Score -238494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -238496.171875 Penalty: 783.472717
	Iteration 45Q: 3 clusters Score -238496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -238497.437500 Penalty: 783.472717
	Iteration 46Q: 3 clusters Score -238497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -238498.500000 Penalty: 783.472717
	Iteration 47Q: 3 clusters Score -238498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -238499.234375 Penalty: 783.472717
	Iteration 48Q: 3 clusters Score -238499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -238499.890625 Penalty: 783.472717
	Iteration 49Q: 3 clusters Score -238499.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -238502.296875 Penalty: 783.472717
	Iteration 50Q: 3 clusters Score -238502.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -238503.734375 Penalty: 783.472717
	Iteration 51Q: 3 clusters Score -238503.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -238504.812500 Penalty: 783.472717
	Iteration 52Q: 3 clusters Score -238504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -238506.187500 Penalty: 783.472717
	Iteration 53Q: 3 clusters Score -238506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -238509.437500 Penalty: 783.472717
	Iteration 54Q: 3 clusters Score -238509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -238512.281250 Penalty: 783.472717
	Iteration 55Q: 3 clusters Score -238512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -238515.203125 Penalty: 783.472717
	Iteration 56Q: 3 clusters Score -238515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -238517.312500 Penalty: 783.472717
	Iteration 57Q: 3 clusters Score -238517.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -238522.109375 Penalty: 783.472717
	Iteration 58Q: 3 clusters Score -238522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -238527.296875 Penalty: 783.472717
	Iteration 59Q: 3 clusters Score -238527.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -238533.093750 Penalty: 783.472717
	Iteration 60F: 3 clusters Score -238533.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -238536.515625 Penalty: 783.472717
	Iteration 61Q: 3 clusters Score -238536.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -238539.531250 Penalty: 783.472717
	Iteration 62Q: 3 clusters Score -238539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -238540.406250 Penalty: 783.472717
	Iteration 63Q: 3 clusters Score -238540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -238540.968750 Penalty: 783.472717
	Iteration 64Q: 3 clusters Score -238541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -238541.000000 Penalty: 783.472717
	Iteration 65Q: 3 clusters Score -238541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -238541.359375 Penalty: 783.472717
	Iteration 66Q: 3 clusters Score -238541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -238541.953125 Penalty: 783.472717
	Iteration 67Q: 3 clusters Score -238542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -238541.953125 Penalty: 783.472717
	Iteration 68F: 3 clusters Score -238542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -3822.185791 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -3822.186 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 47 members 
Entering Unmasked Estep 
Score: -3624.983154 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3624.983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3665.525391 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3665.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3666.893555 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -3666.894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3666.893555 Penalty: 424.372986
	Iteration 3F: 3 clusters Score -3666.894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -295511.593750 Penalty: 401.261139
	Iteration 0F: 2 clusters Score -295511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -291028.187500 Penalty: 802.522278
	Iteration 0F: 3 clusters Score -291028.2 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -292737.718750 Penalty: 802.522278
	Iteration 1F: 3 clusters Score -292737.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -292845.968750 Penalty: 802.522278
	Iteration 2Q: 3 clusters Score -292846 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -292961.468750 Penalty: 802.522278
	Iteration 3Q: 3 clusters Score -292961.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -293154.781250 Penalty: 802.522278
	Iteration 4Q: 3 clusters Score -293154.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -293411.937500 Penalty: 802.522278
	Iteration 5F: 3 clusters Score -293411.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -293746.531250 Penalty: 802.522278
	Iteration 6F: 3 clusters Score -293746.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -294116.125000 Penalty: 802.522278
	Iteration 7F: 3 clusters Score -294116.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -294452.656250 Penalty: 802.522278
	Iteration 8F: 3 clusters Score -294452.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -294694.156250 Penalty: 802.522278
	Iteration 9Q: 3 clusters Score -294694.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -294853.375000 Penalty: 802.522278
	Iteration 10Q: 3 clusters Score -294853.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -294991.031250 Penalty: 802.522278
	Iteration 11Q: 3 clusters Score -294991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -295072.781250 Penalty: 802.522278
	Iteration 12Q: 3 clusters Score -295072.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -295133.156250 Penalty: 802.522278
	Iteration 13Q: 3 clusters Score -295133.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -295172.187500 Penalty: 802.522278
	Iteration 14Q: 3 clusters Score -295172.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -295194.468750 Penalty: 802.522278
	Iteration 15Q: 3 clusters Score -295194.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -295205.781250 Penalty: 802.522278
	Iteration 16Q: 3 clusters Score -295205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -295211.062500 Penalty: 802.522278
	Iteration 17Q: 3 clusters Score -295211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -295213.125000 Penalty: 802.522278
	Iteration 18Q: 3 clusters Score -295213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -295215.156250 Penalty: 802.522278
	Iteration 19Q: 3 clusters Score -295215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -295217.687500 Penalty: 802.522278
	Iteration 20F: 3 clusters Score -295217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -295218.375000 Penalty: 802.522278
	Iteration 21Q: 3 clusters Score -295218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -295218.625000 Penalty: 802.522278
	Iteration 22Q: 3 clusters Score -295218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -295219.000000 Penalty: 802.522278
	Iteration 23Q: 3 clusters Score -295219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -295219.000000 Penalty: 802.522278
	Iteration 24F: 3 clusters Score -295219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Entering Unmasked Estep 
Score: -2078416.500000 Penalty: 489.749054
	Iteration 0F: 2 clusters Score -2078416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2046735.375000 Penalty: 979.498108
	Iteration 0F: 3 clusters Score -2046735 nChanged 22843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2060226.625000 Penalty: 979.498108
	Iteration 1F: 3 clusters Score -2060227 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2061186.125000 Penalty: 979.498108
	Iteration 2Q: 3 clusters Score -2061186 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2062683.250000 Penalty: 979.498108
	Iteration 3F: 3 clusters Score -2062683 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2065013.625000 Penalty: 979.498108
	Iteration 4F: 3 clusters Score -2065014 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2068000.375000 Penalty: 979.498108
	Iteration 5F: 3 clusters Score -2068000 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2070677.000000 Penalty: 979.498108
	Iteration 6F: 3 clusters Score -2070677 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2072072.875000 Penalty: 979.498108
	Iteration 7Q: 3 clusters Score -2072073 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2072888.250000 Penalty: 979.498108
	Iteration 8Q: 3 clusters Score -2072888 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2073592.500000 Penalty: 979.498108
	Iteration 9Q: 3 clusters Score -2073592 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2074166.250000 Penalty: 979.498108
	Iteration 10Q: 3 clusters Score -2074166 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2074722.250000 Penalty: 979.498108
	Iteration 11Q: 3 clusters Score -2074722 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2075295.125000 Penalty: 979.498108
	Iteration 12Q: 3 clusters Score -2075295 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2075941.625000 Penalty: 979.498108
	Iteration 13Q: 3 clusters Score -2075942 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2076593.875000 Penalty: 979.498108
	Iteration 14Q: 3 clusters Score -2076594 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2077133.750000 Penalty: 979.498108
	Iteration 15Q: 3 clusters Score -2077134 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2077521.375000 Penalty: 979.498108
	Iteration 16Q: 3 clusters Score -2077521 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2077721.750000 Penalty: 979.498108
	Iteration 17Q: 3 clusters Score -2077722 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2077803.375000 Penalty: 979.498108
	Iteration 18Q: 3 clusters Score -2077803 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2077829.875000 Penalty: 979.498108
	Iteration 19Q: 3 clusters Score -2077830 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2077927.750000 Penalty: 979.498108
	Iteration 20F: 3 clusters Score -2077928 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2077975.625000 Penalty: 979.498108
	Iteration 21Q: 3 clusters Score -2077976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2077983.500000 Penalty: 979.498108
	Iteration 22Q: 3 clusters Score -2077984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2078001.625000 Penalty: 979.498108
	Iteration 23Q: 3 clusters Score -2078002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2078020.125000 Penalty: 979.498108
	Iteration 24Q: 3 clusters Score -2078020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2078018.750000 Penalty: 979.498108
	Iteration 25Q: 3 clusters Score -2078019 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2078035.375000 Penalty: 979.498108
	Iteration 26Q: 3 clusters Score -2078035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2078035.750000 Penalty: 979.498108
	Iteration 27Q: 3 clusters Score -2078036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2078044.750000 Penalty: 979.498108
	Iteration 28Q: 3 clusters Score -2078045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2078051.750000 Penalty: 979.498108
	Iteration 29Q: 3 clusters Score -2078052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2078055.500000 Penalty: 979.498108
	Iteration 30Q: 3 clusters Score -2078056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2078053.000000 Penalty: 979.498108
	Iteration 31Q: 3 clusters Score -2078053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2078046.625000 Penalty: 979.498108
	Iteration 32Q: 3 clusters Score -2078047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2078046.125000 Penalty: 979.498108
	Iteration 33Q: 3 clusters Score -2078046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2078043.750000 Penalty: 979.498108
	Iteration 34Q: 3 clusters Score -2078044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2078041.125000 Penalty: 979.498108
	Iteration 35Q: 3 clusters Score -2078041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2078038.625000 Penalty: 979.498108
	Iteration 36Q: 3 clusters Score -2078039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2078047.250000 Penalty: 979.498108
	Iteration 37Q: 3 clusters Score -2078047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2078055.625000 Penalty: 979.498108
	Iteration 38Q: 3 clusters Score -2078056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2078054.250000 Penalty: 979.498108
	Iteration 39Q: 3 clusters Score -2078054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2078053.750000 Penalty: 979.498108
	Iteration 40F: 3 clusters Score -2078054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2078047.750000 Penalty: 979.498108
	Iteration 41Q: 3 clusters Score -2078048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2078055.625000 Penalty: 979.498108
	Iteration 42Q: 3 clusters Score -2078056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2078058.000000 Penalty: 979.498108
	Iteration 43Q: 3 clusters Score -2078058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2078057.000000 Penalty: 979.498108
	Iteration 44Q: 3 clusters Score -2078057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2078059.875000 Penalty: 979.498108
	Iteration 45Q: 3 clusters Score -2078060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2078063.875000 Penalty: 979.498108
	Iteration 46Q: 3 clusters Score -2078064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2078070.125000 Penalty: 979.498108
	Iteration 47Q: 3 clusters Score -2078070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2078067.375000 Penalty: 979.498108
	Iteration 48Q: 3 clusters Score -2078067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2078069.000000 Penalty: 979.498108
	Iteration 49Q: 3 clusters Score -2078069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2078062.000000 Penalty: 979.498108
	Iteration 50Q: 3 clusters Score -2078062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2078067.500000 Penalty: 979.498108
	Iteration 51Q: 3 clusters Score -2078068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2078063.375000 Penalty: 979.498108
	Iteration 52Q: 3 clusters Score -2078063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2078062.625000 Penalty: 979.498108
	Iteration 53Q: 3 clusters Score -2078063 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2078060.875000 Penalty: 979.498108
	Iteration 54Q: 3 clusters Score -2078061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2078068.000000 Penalty: 979.498108
	Iteration 55Q: 3 clusters Score -2078068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2078064.625000 Penalty: 979.498108
	Iteration 56Q: 3 clusters Score -2078065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2078066.750000 Penalty: 979.498108
	Iteration 57Q: 3 clusters Score -2078067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2078070.250000 Penalty: 979.498108
	Iteration 58Q: 3 clusters Score -2078070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2078075.875000 Penalty: 979.498108
	Iteration 59Q: 3 clusters Score -2078076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2078076.875000 Penalty: 979.498108
	Iteration 60F: 3 clusters Score -2078077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2078077.750000 Penalty: 979.498108
	Iteration 61Q: 3 clusters Score -2078078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2078078.250000 Penalty: 979.498108
	Iteration 62Q: 3 clusters Score -2078078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2078079.375000 Penalty: 979.498108
	Iteration 63Q: 3 clusters Score -2078079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2078075.000000 Penalty: 979.498108
	Iteration 64Q: 3 clusters Score -2078075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2078073.375000 Penalty: 979.498108
	Iteration 65Q: 3 clusters Score -2078073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2078072.750000 Penalty: 979.498108
	Iteration 66Q: 3 clusters Score -2078073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2078077.500000 Penalty: 979.498108
	Iteration 67Q: 3 clusters Score -2078078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2078081.000000 Penalty: 979.498108
	Iteration 68Q: 3 clusters Score -2078081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2078085.500000 Penalty: 979.498108
	Iteration 69Q: 3 clusters Score -2078086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2078084.750000 Penalty: 979.498108
	Iteration 70Q: 3 clusters Score -2078085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2078083.125000 Penalty: 979.498108
	Iteration 71Q: 3 clusters Score -2078083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2078083.250000 Penalty: 979.498108
	Iteration 72Q: 3 clusters Score -2078083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2078083.375000 Penalty: 979.498108
	Iteration 73Q: 3 clusters Score -2078083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2078084.000000 Penalty: 979.498108
	Iteration 74Q: 3 clusters Score -2078084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2078086.625000 Penalty: 979.498108
	Iteration 75Q: 3 clusters Score -2078087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2078084.625000 Penalty: 979.498108
	Iteration 76Q: 3 clusters Score -2078085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2078082.375000 Penalty: 979.498108
	Iteration 77Q: 3 clusters Score -2078082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2078084.250000 Penalty: 979.498108
	Iteration 78Q: 3 clusters Score -2078084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2078083.125000 Penalty: 979.498108
	Iteration 79Q: 3 clusters Score -2078083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2078082.625000 Penalty: 979.498108
	Iteration 80F: 3 clusters Score -2078083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2078085.125000 Penalty: 979.498108
	Iteration 81Q: 3 clusters Score -2078085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2078084.125000 Penalty: 979.498108
	Iteration 82Q: 3 clusters Score -2078084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2078081.875000 Penalty: 979.498108
	Iteration 83Q: 3 clusters Score -2078082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2078082.375000 Penalty: 979.498108
	Iteration 84Q: 3 clusters Score -2078082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2078081.375000 Penalty: 979.498108
	Iteration 85Q: 3 clusters Score -2078081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2078078.875000 Penalty: 979.498108
	Iteration 86Q: 3 clusters Score -2078079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2078078.875000 Penalty: 979.498108
	Iteration 87Q: 3 clusters Score -2078079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2078079.125000 Penalty: 979.498108
	Iteration 88Q: 3 clusters Score -2078079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2078079.125000 Penalty: 979.498108
	Iteration 89Q: 3 clusters Score -2078079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2078078.000000 Penalty: 979.498108
	Iteration 90Q: 3 clusters Score -2078078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2078079.125000 Penalty: 979.498108
	Iteration 91Q: 3 clusters Score -2078079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2078079.125000 Penalty: 979.498108
	Iteration 92F: 3 clusters Score -2078079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Entering Unmasked Estep 
Score: -4734157.000000 Penalty: 526.425354
	Iteration 0F: 2 clusters Score -4734157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -4662592.000000 Penalty: 1052.850708
	Iteration 0F: 3 clusters Score -4662592 nChanged 51908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -4693579.000000 Penalty: 1052.850708
	Iteration 1F: 3 clusters Score -4693579 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -4694610.000000 Penalty: 1052.850708
	Iteration 2Q: 3 clusters Score -4694610 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -4696050.000000 Penalty: 1052.850708
	Iteration 3Q: 3 clusters Score -4696050 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -4698140.000000 Penalty: 1052.850708
	Iteration 4Q: 3 clusters Score -4698140 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -4701278.000000 Penalty: 1052.850708
	Iteration 5F: 3 clusters Score -4701278 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -4706019.500000 Penalty: 1052.850708
	Iteration 6F: 3 clusters Score -4706020 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -4712364.000000 Penalty: 1052.850708
	Iteration 7F: 3 clusters Score -4712364 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -4719061.500000 Penalty: 1052.850708
	Iteration 8F: 3 clusters Score -4719062 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -4723524.000000 Penalty: 1052.850708
	Iteration 9Q: 3 clusters Score -4723524 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -4726015.000000 Penalty: 1052.850708
	Iteration 10Q: 3 clusters Score -4726015 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -4727773.000000 Penalty: 1052.850708
	Iteration 11Q: 3 clusters Score -4727773 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -4729121.000000 Penalty: 1052.850708
	Iteration 12Q: 3 clusters Score -4729121 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -4730283.500000 Penalty: 1052.850708
	Iteration 13Q: 3 clusters Score -4730284 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -4731295.500000 Penalty: 1052.850708
	Iteration 14Q: 3 clusters Score -4731296 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -4732031.500000 Penalty: 1052.850708
	Iteration 15Q: 3 clusters Score -4732032 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -4732612.000000 Penalty: 1052.850708
	Iteration 16Q: 3 clusters Score -4732612 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -4732976.000000 Penalty: 1052.850708
	Iteration 17Q: 3 clusters Score -4732976 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -4733210.500000 Penalty: 1052.850708
	Iteration 18Q: 3 clusters Score -4733210 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -4733395.000000 Penalty: 1052.850708
	Iteration 19Q: 3 clusters Score -4733395 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -4733505.500000 Penalty: 1052.850708
	Iteration 20F: 3 clusters Score -4733506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -4733598.500000 Penalty: 1052.850708
	Iteration 21Q: 3 clusters Score -4733598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -4733670.000000 Penalty: 1052.850708
	Iteration 22Q: 3 clusters Score -4733670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -4733719.000000 Penalty: 1052.850708
	Iteration 23Q: 3 clusters Score -4733719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -4733754.000000 Penalty: 1052.850708
	Iteration 24Q: 3 clusters Score -4733754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -4733796.500000 Penalty: 1052.850708
	Iteration 25Q: 3 clusters Score -4733796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -4733815.000000 Penalty: 1052.850708
	Iteration 26Q: 3 clusters Score -4733815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -4733826.000000 Penalty: 1052.850708
	Iteration 27Q: 3 clusters Score -4733826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -4733831.000000 Penalty: 1052.850708
	Iteration 28Q: 3 clusters Score -4733831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -4733846.000000 Penalty: 1052.850708
	Iteration 29Q: 3 clusters Score -4733846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -4733856.500000 Penalty: 1052.850708
	Iteration 30Q: 3 clusters Score -4733856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -4733868.000000 Penalty: 1052.850708
	Iteration 31Q: 3 clusters Score -4733868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -4733873.500000 Penalty: 1052.850708
	Iteration 32Q: 3 clusters Score -4733874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -4733877.500000 Penalty: 1052.850708
	Iteration 33Q: 3 clusters Score -4733878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -4733881.500000 Penalty: 1052.850708
	Iteration 34Q: 3 clusters Score -4733882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -4733880.000000 Penalty: 1052.850708
	Iteration 35Q: 3 clusters Score -4733880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -4733881.500000 Penalty: 1052.850708
	Iteration 36Q: 3 clusters Score -4733882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -4733883.000000 Penalty: 1052.850708
	Iteration 37Q: 3 clusters Score -4733883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -4733884.500000 Penalty: 1052.850708
	Iteration 38Q: 3 clusters Score -4733884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -4733884.000000 Penalty: 1052.850708
	Iteration 39Q: 3 clusters Score -4733884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -4733887.500000 Penalty: 1052.850708
	Iteration 40F: 3 clusters Score -4733888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -4733896.000000 Penalty: 1052.850708
	Iteration 41Q: 3 clusters Score -4733896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -4733891.000000 Penalty: 1052.850708
	Iteration 42Q: 3 clusters Score -4733891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -4733893.000000 Penalty: 1052.850708
	Iteration 43Q: 3 clusters Score -4733893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -4733893.000000 Penalty: 1052.850708
	Iteration 44F: 3 clusters Score -4733893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -453368.812500 Penalty: 420.684082
	Iteration 0F: 2 clusters Score -453368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -446467.312500 Penalty: 841.368164
	Iteration 0F: 3 clusters Score -446467.3 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -449144.718750 Penalty: 841.368164
	Iteration 1F: 3 clusters Score -449144.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -449299.000000 Penalty: 841.368164
	Iteration 2Q: 3 clusters Score -449299 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -449520.031250 Penalty: 841.368164
	Iteration 3Q: 3 clusters Score -449520 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -449848.218750 Penalty: 841.368164
	Iteration 4F: 3 clusters Score -449848.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -450374.500000 Penalty: 841.368164
	Iteration 5F: 3 clusters Score -450374.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -451184.281250 Penalty: 841.368164
	Iteration 6F: 3 clusters Score -451184.3 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -452078.125000 Penalty: 841.368164
	Iteration 7F: 3 clusters Score -452078.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -452649.250000 Penalty: 841.368164
	Iteration 8F: 3 clusters Score -452649.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -452868.656250 Penalty: 841.368164
	Iteration 9Q: 3 clusters Score -452868.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -452937.718750 Penalty: 841.368164
	Iteration 10Q: 3 clusters Score -452937.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -452982.156250 Penalty: 841.368164
	Iteration 11Q: 3 clusters Score -452982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -452992.000000 Penalty: 841.368164
	Iteration 12Q: 3 clusters Score -452992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -453003.593750 Penalty: 841.368164
	Iteration 13Q: 3 clusters Score -453003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -453008.437500 Penalty: 841.368164
	Iteration 14Q: 3 clusters Score -453008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -453008.437500 Penalty: 841.368164
	Iteration 15F: 3 clusters Score -453008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (222725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222725 members 
Entering Unmasked Estep 
Score: -9760150.000000 Penalty: 560.273010
	Iteration 0F: 2 clusters Score -9760150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -9609442.000000 Penalty: 1120.546021
	Iteration 0F: 3 clusters Score -9609442 nChanged 109528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -9680667.000000 Penalty: 1120.546021
	Iteration 1F: 3 clusters Score -9680667 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -9686308.000000 Penalty: 1120.546021
	Iteration 2Q: 3 clusters Score -9686308 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118514 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -9695428 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -9707432 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9716953 nChanged 10338
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Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9720864 nChanged 5611
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Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9722105 nChanged 3608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9722924 nChanged 3512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9723961 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9725273 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9727169 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9729552 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135726 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9733049 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137128 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9737851 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9743616 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9749341 nChanged 6095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9753510 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9756171 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9757686 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9758675 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143578 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9759235.000000 Penalty: 1120.546021
	Iteration 21Q: 3 clusters Score -9759235 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -9759409.000000 Penalty: 1120.546021
	Iteration 22Q: 3 clusters Score -9759409 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -9759517.000000 Penalty: 1120.546021
	Iteration 23Q: 3 clusters Score -9759517 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144730 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9759600 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9759640 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145358 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9759725 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145632 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9759701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9759727 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146149 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9759701 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146385 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9759698 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9759701 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -9759716.000000 Penalty: 1120.546021
	Iteration 32Q: 3 clusters Score -9759716 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -9759741.000000 Penalty: 1120.546021
	Iteration 33Q: 3 clusters Score -9759741 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9759778 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147626 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9759767 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147905 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9759770 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9759778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9759753 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9759794 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9759785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9759772 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -9759763.000000 Penalty: 1120.546021
	Iteration 42Q: 3 clusters Score -9759763 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149682 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9759745 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9759764 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -9759742.000000 Penalty: 1120.546021
	Iteration 45Q: 3 clusters Score -9759742 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -9759758.000000 Penalty: 1120.546021
	Iteration 46Q: 3 clusters Score -9759758 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9759762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -9759773.000000 Penalty: 1120.546021
	Iteration 48Q: 3 clusters Score -9759773 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9759767 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9759790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9759789 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9759790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151551 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -9759802.000000 Penalty: 1120.546021
	Iteration 53Q: 3 clusters Score -9759802 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9759788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151932 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9759790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9759770 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -9759782.000000 Penalty: 1120.546021
	Iteration 57Q: 3 clusters Score -9759782 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -9759756.000000 Penalty: 1120.546021
	Iteration 58Q: 3 clusters Score -9759756 nChanged 153
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Mstep: Class 1 contains 152581 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9759762 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9759764 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9759762 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9759764 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9759748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9759764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9759768 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9759771 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9759766 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9759769 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153696 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9759782 nChanged 133
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Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9759794 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9759805 nChanged 153
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Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -9759812.000000 Penalty: 1120.546021
	Iteration 72Q: 3 clusters Score -9759812 nChanged 161
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Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9759805 nChanged 152
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Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9759822 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9759820 nChanged 205
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Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9759853 nChanged 202
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9759845 nChanged 228
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Mstep: Class 2 contains 67472 members 
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	Iteration 78Q: 3 clusters Score -9759842 nChanged 226
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Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9759844 nChanged 262
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Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9759851 nChanged 231
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Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9759871 nChanged 257
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Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9759848 nChanged 284
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Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9759855 nChanged 296
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9759903 nChanged 295
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Mstep: Class 1 contains 157104 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9759884 nChanged 302
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Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9759889 nChanged 279
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Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9759869 nChanged 302
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Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9759894 nChanged 308
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9759905 nChanged 323
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Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9759897 nChanged 310
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Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9759894 nChanged 336
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Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9759865 nChanged 333
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Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9759876 nChanged 320
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Mstep: Class 1 contains 160220 members 
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Mstep: Class 2 contains 61363 members 
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Mstep: Class 2 contains 60190 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9760239 nChanged 90
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	Iteration 185Q: 3 clusters Score -9760215 nChanged 69
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	Iteration 186Q: 3 clusters Score -9760211 nChanged 64
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Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -9760190.000000 Penalty: 1120.546021
	Iteration 278Q: 3 clusters Score -9760190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182688 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -9760189.000000 Penalty: 1120.546021
	Iteration 279Q: 3 clusters Score -9760189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182696 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -9760188.000000 Penalty: 1120.546021
	Iteration 280F: 3 clusters Score -9760188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9760186.000000 Penalty: 1120.546021
	Iteration 281Q: 3 clusters Score -9760186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182719 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9760185.000000 Penalty: 1120.546021
	Iteration 282Q: 3 clusters Score -9760185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -9760184.000000 Penalty: 1120.546021
	Iteration 283Q: 3 clusters Score -9760184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -9760186.000000 Penalty: 1120.546021
	Iteration 284Q: 3 clusters Score -9760186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 285Q: 3 clusters Score -9760196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182749 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -9760199.000000 Penalty: 1120.546021
	Iteration 286Q: 3 clusters Score -9760199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -9760204.000000 Penalty: 1120.546021
	Iteration 287Q: 3 clusters Score -9760204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182776 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -9760203.000000 Penalty: 1120.546021
	Iteration 288Q: 3 clusters Score -9760203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 289Q: 3 clusters Score -9760196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182791 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -9760202.000000 Penalty: 1120.546021
	Iteration 290Q: 3 clusters Score -9760202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9760197.000000 Penalty: 1120.546021
	Iteration 291Q: 3 clusters Score -9760197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182806 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 292Q: 3 clusters Score -9760196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182815 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -9760200.000000 Penalty: 1120.546021
	Iteration 293Q: 3 clusters Score -9760200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182826 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9760201.000000 Penalty: 1120.546021
	Iteration 294Q: 3 clusters Score -9760201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182838 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -9760197.000000 Penalty: 1120.546021
	Iteration 295Q: 3 clusters Score -9760197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -9760198.000000 Penalty: 1120.546021
	Iteration 296Q: 3 clusters Score -9760198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -9760197.000000 Penalty: 1120.546021
	Iteration 297Q: 3 clusters Score -9760197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182868 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -9760188.000000 Penalty: 1120.546021
	Iteration 298Q: 3 clusters Score -9760188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182877 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -9760183.000000 Penalty: 1120.546021
	Iteration 299Q: 3 clusters Score -9760183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182889 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -9760190.000000 Penalty: 1120.546021
	Iteration 300F: 3 clusters Score -9760190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182903 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -9760197.000000 Penalty: 1120.546021
	Iteration 301Q: 3 clusters Score -9760197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182919 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 302Q: 3 clusters Score -9760196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -9760197.000000 Penalty: 1120.546021
	Iteration 303Q: 3 clusters Score -9760197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182949 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -9760204.000000 Penalty: 1120.546021
	Iteration 304Q: 3 clusters Score -9760204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -9760204.000000 Penalty: 1120.546021
	Iteration 305Q: 3 clusters Score -9760204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -9760212.000000 Penalty: 1120.546021
	Iteration 306Q: 3 clusters Score -9760212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -9760211.000000 Penalty: 1120.546021
	Iteration 307Q: 3 clusters Score -9760211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -9760220.000000 Penalty: 1120.546021
	Iteration 308Q: 3 clusters Score -9760220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -9760212.000000 Penalty: 1120.546021
	Iteration 309Q: 3 clusters Score -9760212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -9760206.000000 Penalty: 1120.546021
	Iteration 310Q: 3 clusters Score -9760206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -9760208.000000 Penalty: 1120.546021
	Iteration 311Q: 3 clusters Score -9760208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183063 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -9760207.000000 Penalty: 1120.546021
	Iteration 312Q: 3 clusters Score -9760207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -9760192.000000 Penalty: 1120.546021
	Iteration 313Q: 3 clusters Score -9760192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -9760193.000000 Penalty: 1120.546021
	Iteration 314Q: 3 clusters Score -9760193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -9760205.000000 Penalty: 1120.546021
	Iteration 315Q: 3 clusters Score -9760205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -9760203.000000 Penalty: 1120.546021
	Iteration 316Q: 3 clusters Score -9760203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -9760202.000000 Penalty: 1120.546021
	Iteration 317Q: 3 clusters Score -9760202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -9760202.000000 Penalty: 1120.546021
	Iteration 318Q: 3 clusters Score -9760202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183112 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -9760199.000000 Penalty: 1120.546021
	Iteration 319Q: 3 clusters Score -9760199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -9760194.000000 Penalty: 1120.546021
	Iteration 320F: 3 clusters Score -9760194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -9760201.000000 Penalty: 1120.546021
	Iteration 321Q: 3 clusters Score -9760201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183125 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -9760198.000000 Penalty: 1120.546021
	Iteration 322Q: 3 clusters Score -9760198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183131 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -9760203.000000 Penalty: 1120.546021
	Iteration 323Q: 3 clusters Score -9760203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -9760207.000000 Penalty: 1120.546021
	Iteration 324Q: 3 clusters Score -9760207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183140 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 325Q: 3 clusters Score -9760196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183142 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9760192.000000 Penalty: 1120.546021
	Iteration 326Q: 3 clusters Score -9760192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -9760196.000000 Penalty: 1120.546021
	Iteration 327Q: 3 clusters Score -9760196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -9760199.000000 Penalty: 1120.546021
	Iteration 328Q: 3 clusters Score -9760199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -9760199.000000 Penalty: 1120.546021
	Iteration 329F: 3 clusters Score -9760199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 297888 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 5 contains 39578 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 16 contains 47274 members 
Mstep: Class 17 contains 105851 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 183147 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 218989 members 
Mstep: Class 24 contains 5445 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46458 members 
Entering Unmasked Estep 
Score: -46952244.000000 Penalty: 15206.294922
Splitting cluster 19 changes total score from -46952808.000000 to -46952244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -26502.746094 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -26502.75 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 319 members 
Entering Unmasked Estep 
Score: -25935.660156 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -25935.66 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26080.519531 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -26080.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26110.181641 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -26110.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26127.310547 Penalty: 584.071228
	Iteration 3Q: 3 clusters Score -26127.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26135.921875 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -26135.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26146.318359 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -26146.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26150.474609 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -26150.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26154.031250 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -26154.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26157.498047 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -26157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26159.730469 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -26159.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26162.080078 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -26162.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26166.033203 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -26166.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26169.488281 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -26169.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26171.500000 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -26171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26172.042969 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -26172.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26172.242188 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -26172.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26172.242188 Penalty: 584.071228
	Iteration 16F: 3 clusters Score -26172.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -52224.156250 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -52224.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -51246.332031 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -51246.33 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -51525.277344 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -51525.28 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -51606.851562 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -51606.85 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51695.507812 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -51695.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51769.425781 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -51769.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51830.960938 Penalty: 648.547058
	Iteration 5F: 3 clusters Score -51830.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51896.652344 Penalty: 648.547058
	Iteration 6F: 3 clusters Score -51896.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51935.367188 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -51935.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51981.957031 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -51981.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52024.800781 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -52024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52035.390625 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -52035.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52043.406250 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -52043.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52050.175781 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -52050.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52055.468750 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -52055.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52058.714844 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -52058.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52062.179688 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -52062.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52064.550781 Penalty: 648.547058
	Iteration 16F: 3 clusters Score -52064.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52065.757812 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -52065.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52066.121094 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -52066.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52066.871094 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -52066.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52067.660156 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -52067.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52067.792969 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -52067.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52068.097656 Penalty: 648.547058
	Iteration 22Q: 3 clusters Score -52068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52069.218750 Penalty: 648.547058
	Iteration 23Q: 3 clusters Score -52069.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52075.785156 Penalty: 648.547058
	Iteration 24Q: 3 clusters Score -52075.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52080.683594 Penalty: 648.547058
	Iteration 25Q: 3 clusters Score -52080.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52083.824219 Penalty: 648.547058
	Iteration 26Q: 3 clusters Score -52083.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52084.640625 Penalty: 648.547058
	Iteration 27Q: 3 clusters Score -52084.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52085.472656 Penalty: 648.547058
	Iteration 28Q: 3 clusters Score -52085.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52086.632812 Penalty: 648.547058
	Iteration 29Q: 3 clusters Score -52086.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52087.054688 Penalty: 648.547058
	Iteration 30Q: 3 clusters Score -52087.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52088.468750 Penalty: 648.547058
	Iteration 31Q: 3 clusters Score -52088.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52091.125000 Penalty: 648.547058
	Iteration 32Q: 3 clusters Score -52091.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52093.871094 Penalty: 648.547058
	Iteration 33Q: 3 clusters Score -52093.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52094.992188 Penalty: 648.547058
	Iteration 34Q: 3 clusters Score -52094.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52095.714844 Penalty: 648.547058
	Iteration 35Q: 3 clusters Score -52095.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52095.738281 Penalty: 648.547058
	Iteration 36Q: 3 clusters Score -52095.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52095.738281 Penalty: 648.547058
	Iteration 37F: 3 clusters Score -52095.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -233160.421875 Penalty: 391.168640
	Iteration 0F: 2 clusters Score -233160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -229586.921875 Penalty: 782.337280
	Iteration 0F: 3 clusters Score -229586.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -231056.187500 Penalty: 782.337280
	Iteration 1F: 3 clusters Score -231056.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -231201.078125 Penalty: 782.337280
	Iteration 2F: 3 clusters Score -231201.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -231355.296875 Penalty: 782.337280
	Iteration 3F: 3 clusters Score -231355.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -231544.062500 Penalty: 782.337280
	Iteration 4F: 3 clusters Score -231544.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -231797.218750 Penalty: 782.337280
	Iteration 5F: 3 clusters Score -231797.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -232086.921875 Penalty: 782.337280
	Iteration 6F: 3 clusters Score -232086.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -232360.140625 Penalty: 782.337280
	Iteration 7F: 3 clusters Score -232360.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -232563.421875 Penalty: 782.337280
	Iteration 8Q: 3 clusters Score -232563.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -232692.828125 Penalty: 782.337280
	Iteration 9Q: 3 clusters Score -232692.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -232756.109375 Penalty: 782.337280
	Iteration 10Q: 3 clusters Score -232756.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -232788.234375 Penalty: 782.337280
	Iteration 11Q: 3 clusters Score -232788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -232797.640625 Penalty: 782.337280
	Iteration 12Q: 3 clusters Score -232797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -232803.843750 Penalty: 782.337280
	Iteration 13Q: 3 clusters Score -232803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -232810.937500 Penalty: 782.337280
	Iteration 14Q: 3 clusters Score -232810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -232814.125000 Penalty: 782.337280
	Iteration 15Q: 3 clusters Score -232814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -232817.468750 Penalty: 782.337280
	Iteration 16Q: 3 clusters Score -232817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -232819.750000 Penalty: 782.337280
	Iteration 17Q: 3 clusters Score -232819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -232820.765625 Penalty: 782.337280
	Iteration 18Q: 3 clusters Score -232820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -232820.765625 Penalty: 782.337280
	Iteration 19F: 3 clusters Score -232820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (218989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Entering Unmasked Estep 
Score: -9803751.000000 Penalty: 559.503357
	Iteration 0F: 2 clusters Score -9803751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -9654923.000000 Penalty: 1119.006714
	Iteration 0F: 3 clusters Score -9654923 nChanged 107994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117141 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -9718878.000000 Penalty: 1119.006714
	Iteration 1F: 3 clusters Score -9718878 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -9720507.000000 Penalty: 1119.006714
	Iteration 2Q: 3 clusters Score -9720507 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -9723996.000000 Penalty: 1119.006714
	Iteration 3Q: 3 clusters Score -9723996 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -9731576.000000 Penalty: 1119.006714
	Iteration 4F: 3 clusters Score -9731576 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -9746693.000000 Penalty: 1119.006714
	Iteration 5F: 3 clusters Score -9746693 nChanged 22844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186793 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -9769139.000000 Penalty: 1119.006714
	Iteration 6F: 3 clusters Score -9769139 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205944 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -9789884.000000 Penalty: 1119.006714
	Iteration 7F: 3 clusters Score -9789884 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215710 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -9800088.000000 Penalty: 1119.006714
	Iteration 8Q: 3 clusters Score -9800088 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9802731.000000 Penalty: 1119.006714
	Iteration 9Q: 3 clusters Score -9802731 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218893 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9803143.000000 Penalty: 1119.006714
	Iteration 10Q: 3 clusters Score -9803143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218948 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9803218.000000 Penalty: 1119.006714
	Iteration 11Q: 3 clusters Score -9803218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218948 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9803223.000000 Penalty: 1119.006714
	Iteration 12Q: 3 clusters Score -9803223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218948 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9803223.000000 Penalty: 1119.006714
	Iteration 13F: 3 clusters Score -9803223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Entering Unmasked Estep 
Score: -263709.718750 Penalty: 391.411621
	Iteration 0F: 2 clusters Score -263709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -260095.406250 Penalty: 782.823242
	Iteration 0F: 3 clusters Score -260095.4 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -261343.312500 Penalty: 782.823242
	Iteration 1F: 3 clusters Score -261343.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -261412.078125 Penalty: 782.823242
	Iteration 2Q: 3 clusters Score -261412.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -261469.640625 Penalty: 782.823242
	Iteration 3Q: 3 clusters Score -261469.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -261530.593750 Penalty: 782.823242
	Iteration 4Q: 3 clusters Score -261530.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -261583.375000 Penalty: 782.823242
	Iteration 5Q: 3 clusters Score -261583.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -261642.843750 Penalty: 782.823242
	Iteration 6Q: 3 clusters Score -261642.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -261740.578125 Penalty: 782.823242
	Iteration 7Q: 3 clusters Score -261740.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -261916.156250 Penalty: 782.823242
	Iteration 8Q: 3 clusters Score -261916.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -262163.656250 Penalty: 782.823242
	Iteration 9F: 3 clusters Score -262163.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -262400.000000 Penalty: 782.823242
	Iteration 10F: 3 clusters Score -262400 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -262571.375000 Penalty: 782.823242
	Iteration 11Q: 3 clusters Score -262571.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -262660.187500 Penalty: 782.823242
	Iteration 12Q: 3 clusters Score -262660.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -262711.656250 Penalty: 782.823242
	Iteration 13Q: 3 clusters Score -262711.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -262744.218750 Penalty: 782.823242
	Iteration 14Q: 3 clusters Score -262744.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -262779.375000 Penalty: 782.823242
	Iteration 15Q: 3 clusters Score -262779.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -262803.031250 Penalty: 782.823242
	Iteration 16Q: 3 clusters Score -262803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -262828.187500 Penalty: 782.823242
	Iteration 17Q: 3 clusters Score -262828.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -262853.500000 Penalty: 782.823242
	Iteration 18Q: 3 clusters Score -262853.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -262875.343750 Penalty: 782.823242
	Iteration 19Q: 3 clusters Score -262875.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -262899.093750 Penalty: 782.823242
	Iteration 20F: 3 clusters Score -262899.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -262930.375000 Penalty: 782.823242
	Iteration 21Q: 3 clusters Score -262930.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -262961.625000 Penalty: 782.823242
	Iteration 22Q: 3 clusters Score -262961.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -262992.406250 Penalty: 782.823242
	Iteration 23Q: 3 clusters Score -262992.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -263017.875000 Penalty: 782.823242
	Iteration 24Q: 3 clusters Score -263017.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -263038.906250 Penalty: 782.823242
	Iteration 25Q: 3 clusters Score -263038.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -263057.750000 Penalty: 782.823242
	Iteration 26Q: 3 clusters Score -263057.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -263074.718750 Penalty: 782.823242
	Iteration 27Q: 3 clusters Score -263074.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -263086.937500 Penalty: 782.823242
	Iteration 28Q: 3 clusters Score -263086.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -263097.937500 Penalty: 782.823242
	Iteration 29Q: 3 clusters Score -263097.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -263110.093750 Penalty: 782.823242
	Iteration 30Q: 3 clusters Score -263110.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -263118.718750 Penalty: 782.823242
	Iteration 31Q: 3 clusters Score -263118.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -263124.687500 Penalty: 782.823242
	Iteration 32Q: 3 clusters Score -263124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -263130.156250 Penalty: 782.823242
	Iteration 33Q: 3 clusters Score -263130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -263134.375000 Penalty: 782.823242
	Iteration 34Q: 3 clusters Score -263134.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -263137.750000 Penalty: 782.823242
	Iteration 35Q: 3 clusters Score -263137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -263146.125000 Penalty: 782.823242
	Iteration 36Q: 3 clusters Score -263146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -263156.250000 Penalty: 782.823242
	Iteration 37Q: 3 clusters Score -263156.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -263167.593750 Penalty: 782.823242
	Iteration 38Q: 3 clusters Score -263167.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -263176.406250 Penalty: 782.823242
	Iteration 39Q: 3 clusters Score -263176.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -263184.187500 Penalty: 782.823242
	Iteration 40F: 3 clusters Score -263184.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -263188.906250 Penalty: 782.823242
	Iteration 41Q: 3 clusters Score -263188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -263190.343750 Penalty: 782.823242
	Iteration 42Q: 3 clusters Score -263190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -263191.156250 Penalty: 782.823242
	Iteration 43Q: 3 clusters Score -263191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -263191.906250 Penalty: 782.823242
	Iteration 44Q: 3 clusters Score -263191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -263194.687500 Penalty: 782.823242
	Iteration 45Q: 3 clusters Score -263194.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -263196.562500 Penalty: 782.823242
	Iteration 46Q: 3 clusters Score -263196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -263198.593750 Penalty: 782.823242
	Iteration 47Q: 3 clusters Score -263198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -263202.437500 Penalty: 782.823242
	Iteration 48Q: 3 clusters Score -263202.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -263207.906250 Penalty: 782.823242
	Iteration 49Q: 3 clusters Score -263207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -263213.125000 Penalty: 782.823242
	Iteration 50Q: 3 clusters Score -263213.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -263217.843750 Penalty: 782.823242
	Iteration 51Q: 3 clusters Score -263217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -263222.468750 Penalty: 782.823242
	Iteration 52Q: 3 clusters Score -263222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -263225.812500 Penalty: 782.823242
	Iteration 53Q: 3 clusters Score -263225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -263230.500000 Penalty: 782.823242
	Iteration 54Q: 3 clusters Score -263230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -263234.062500 Penalty: 782.823242
	Iteration 55Q: 3 clusters Score -263234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -263238.281250 Penalty: 782.823242
	Iteration 56Q: 3 clusters Score -263238.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -263244.093750 Penalty: 782.823242
	Iteration 57Q: 3 clusters Score -263244.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -263251.500000 Penalty: 782.823242
	Iteration 58Q: 3 clusters Score -263251.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -263257.187500 Penalty: 782.823242
	Iteration 59Q: 3 clusters Score -263257.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -263263.187500 Penalty: 782.823242
	Iteration 60F: 3 clusters Score -263263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -263271.718750 Penalty: 782.823242
	Iteration 61Q: 3 clusters Score -263271.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -263277.343750 Penalty: 782.823242
	Iteration 62Q: 3 clusters Score -263277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -263279.281250 Penalty: 782.823242
	Iteration 63Q: 3 clusters Score -263279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -263281.781250 Penalty: 782.823242
	Iteration 64Q: 3 clusters Score -263281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -263283.781250 Penalty: 782.823242
	Iteration 65Q: 3 clusters Score -263283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -263284.375000 Penalty: 782.823242
	Iteration 66Q: 3 clusters Score -263284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -263284.437500 Penalty: 782.823242
	Iteration 67Q: 3 clusters Score -263284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -263285.093750 Penalty: 782.823242
	Iteration 68Q: 3 clusters Score -263285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -263285.093750 Penalty: 782.823242
	Iteration 69F: 3 clusters Score -263285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -2782.866699 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -2782.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2618.686523 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -2618.687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2699.899414 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -2699.899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2707.447510 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -2707.448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2715.587158 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -2715.587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2722.635254 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -2722.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2723.229736 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -2723.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2723.229736 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -2723.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Entering Unmasked Estep 
Score: -2081795.375000 Penalty: 488.956818
	Iteration 0F: 2 clusters Score -2081795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2050721.500000 Penalty: 977.913635
	Iteration 0F: 3 clusters Score -2050722 nChanged 22326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2063764.625000 Penalty: 977.913635
	Iteration 1F: 3 clusters Score -2063765 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2064119.375000 Penalty: 977.913635
	Iteration 2Q: 3 clusters Score -2064119 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2064523.500000 Penalty: 977.913635
	Iteration 3Q: 3 clusters Score -2064524 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2065015.875000 Penalty: 977.913635
	Iteration 4Q: 3 clusters Score -2065016 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2065785.625000 Penalty: 977.913635
	Iteration 5Q: 3 clusters Score -2065786 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -2067027.000000 Penalty: 977.913635
	Iteration 6Q: 3 clusters Score -2067027 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -2068932.875000 Penalty: 977.913635
	Iteration 7F: 3 clusters Score -2068933 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -2071288.750000 Penalty: 977.913635
	Iteration 8F: 3 clusters Score -2071289 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -2073250.375000 Penalty: 977.913635
	Iteration 9F: 3 clusters Score -2073250 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -2074399.125000 Penalty: 977.913635
	Iteration 10Q: 3 clusters Score -2074399 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2075061.250000 Penalty: 977.913635
	Iteration 11Q: 3 clusters Score -2075061 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -2075573.000000 Penalty: 977.913635
	Iteration 12Q: 3 clusters Score -2075573 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -2076046.625000 Penalty: 977.913635
	Iteration 13Q: 3 clusters Score -2076047 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -2076560.625000 Penalty: 977.913635
	Iteration 14Q: 3 clusters Score -2076561 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -2077023.125000 Penalty: 977.913635
	Iteration 15Q: 3 clusters Score -2077023 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -2077530.500000 Penalty: 977.913635
	Iteration 16Q: 3 clusters Score -2077530 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2078043.125000 Penalty: 977.913635
	Iteration 17Q: 3 clusters Score -2078043 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -2078529.625000 Penalty: 977.913635
	Iteration 18Q: 3 clusters Score -2078530 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -2079015.750000 Penalty: 977.913635
	Iteration 19Q: 3 clusters Score -2079016 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -2079493.500000 Penalty: 977.913635
	Iteration 20F: 3 clusters Score -2079494 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -2079918.125000 Penalty: 977.913635
	Iteration 21Q: 3 clusters Score -2079918 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -2080278.625000 Penalty: 977.913635
	Iteration 22Q: 3 clusters Score -2080279 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -2080550.250000 Penalty: 977.913635
	Iteration 23Q: 3 clusters Score -2080550 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -2080763.375000 Penalty: 977.913635
	Iteration 24Q: 3 clusters Score -2080763 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -2080916.500000 Penalty: 977.913635
	Iteration 25Q: 3 clusters Score -2080916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -2081045.000000 Penalty: 977.913635
	Iteration 26Q: 3 clusters Score -2081045 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -2081161.875000 Penalty: 977.913635
	Iteration 27Q: 3 clusters Score -2081162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -2081252.000000 Penalty: 977.913635
	Iteration 28Q: 3 clusters Score -2081252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -2081307.750000 Penalty: 977.913635
	Iteration 29Q: 3 clusters Score -2081308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -2081336.625000 Penalty: 977.913635
	Iteration 30Q: 3 clusters Score -2081337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -2081374.250000 Penalty: 977.913635
	Iteration 31Q: 3 clusters Score -2081374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -2081403.750000 Penalty: 977.913635
	Iteration 32Q: 3 clusters Score -2081404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -2081422.250000 Penalty: 977.913635
	Iteration 33Q: 3 clusters Score -2081422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -2081440.375000 Penalty: 977.913635
	Iteration 34Q: 3 clusters Score -2081440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -2081453.250000 Penalty: 977.913635
	Iteration 35Q: 3 clusters Score -2081453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -2081458.750000 Penalty: 977.913635
	Iteration 36Q: 3 clusters Score -2081459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -2081459.875000 Penalty: 977.913635
	Iteration 37Q: 3 clusters Score -2081460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -2081462.000000 Penalty: 977.913635
	Iteration 38Q: 3 clusters Score -2081462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -2081465.750000 Penalty: 977.913635
	Iteration 39Q: 3 clusters Score -2081466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -2081467.625000 Penalty: 977.913635
	Iteration 40F: 3 clusters Score -2081468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -2081472.625000 Penalty: 977.913635
	Iteration 41Q: 3 clusters Score -2081473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -2081475.250000 Penalty: 977.913635
	Iteration 42Q: 3 clusters Score -2081475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -2081475.750000 Penalty: 977.913635
	Iteration 43Q: 3 clusters Score -2081476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -2081476.875000 Penalty: 977.913635
	Iteration 44Q: 3 clusters Score -2081477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -2081475.750000 Penalty: 977.913635
	Iteration 45Q: 3 clusters Score -2081476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -2081475.625000 Penalty: 977.913635
	Iteration 46Q: 3 clusters Score -2081476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -2081477.375000 Penalty: 977.913635
	Iteration 47Q: 3 clusters Score -2081477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -2081479.250000 Penalty: 977.913635
	Iteration 48Q: 3 clusters Score -2081479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -2081479.625000 Penalty: 977.913635
	Iteration 49Q: 3 clusters Score -2081480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -2081479.625000 Penalty: 977.913635
	Iteration 50F: 3 clusters Score -2081480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 297888 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 39212 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 16 contains 47274 members 
Mstep: Class 17 contains 105851 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 222725 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 218989 members 
Mstep: Class 24 contains 5445 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952664.000000 Penalty: 14572.699219
Iteration 399Q: 24 clusters Score -4.695266e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 297142 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 8 contains 20514 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 39169 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 16 contains 47321 members 
Mstep: Class 17 contains 106477 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 222525 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 219397 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 400F: 24 clusters Score -4.695296e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 296432 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25338 members 
Mstep: Class 8 contains 20512 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 39114 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6769 members 
Mstep: Class 16 contains 47381 members 
Mstep: Class 17 contains 107069 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 222297 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5419 members 
Mstep: Class 23 contains 219837 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953172.000000 Penalty: 14572.699219
Iteration 401Q: 24 clusters Score -4.695317e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 295764 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25336 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 39061 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6779 members 
Mstep: Class 16 contains 47441 members 
Mstep: Class 17 contains 107658 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 222012 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 5424 members 
Mstep: Class 23 contains 220249 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46787 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 24 clusters Score -4.695324e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 294966 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25337 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 38997 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 16 contains 47513 members 
Mstep: Class 17 contains 108280 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 221749 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 220744 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 46905 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 24 clusters Score -4.695335e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 294213 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25335 members 
Mstep: Class 8 contains 20495 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 38932 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 16 contains 47570 members 
Mstep: Class 17 contains 108957 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 221449 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 221198 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 24 clusters Score -4.695344e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 293450 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25338 members 
Mstep: Class 8 contains 20475 members 
Mstep: Class 9 contains 13171 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 38888 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6827 members 
Mstep: Class 16 contains 47639 members 
Mstep: Class 17 contains 109655 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 221061 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 221688 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47120 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 24 clusters Score -4.695356e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 292677 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25331 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 38857 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6847 members 
Mstep: Class 16 contains 47686 members 
Mstep: Class 17 contains 110367 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 220696 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 222163 members 
Mstep: Class 24 contains 4273 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 24 clusters Score -4.695364e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 291833 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25324 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 38817 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6869 members 
Mstep: Class 16 contains 47737 members 
Mstep: Class 17 contains 111053 members 
Mstep: Class 18 contains 10342 members 
Mstep: Class 19 contains 220317 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 222745 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 24 clusters Score -4.695352e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 3 contains 291134 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25325 members 
Mstep: Class 8 contains 20405 members 
Mstep: Class 9 contains 13142 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 38772 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 16 contains 47802 members 
Mstep: Class 17 contains 111749 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 219810 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 223342 members 
Mstep: Class 24 contains 3980 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47466 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 408Q: 24 clusters Score -4.695354e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 3 contains 290544 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25325 members 
Mstep: Class 8 contains 20373 members 
Mstep: Class 9 contains 13140 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 38721 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6903 members 
Mstep: Class 16 contains 47858 members 
Mstep: Class 17 contains 112457 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 219274 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 223859 members 
Mstep: Class 24 contains 3793 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47594 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 409Q: 24 clusters Score -4.695354e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 3 contains 289949 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25320 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 13131 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 38651 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 106 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 16 contains 47934 members 
Mstep: Class 17 contains 113156 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 218687 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 224397 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953824.000000 Penalty: 14572.699219
Iteration 410Q: 24 clusters Score -4.695382e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 289445 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25312 members 
Mstep: Class 8 contains 20338 members 
Mstep: Class 9 contains 13121 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 38598 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6935 members 
Mstep: Class 16 contains 48020 members 
Mstep: Class 17 contains 113836 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 218045 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 224889 members 
Mstep: Class 24 contains 3464 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 47877 members 
Entering Unmasked Estep 
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Iteration 411Q: 24 clusters Score -4.695373e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 288914 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 8 contains 20319 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 38553 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6951 members 
Mstep: Class 16 contains 48106 members 
Mstep: Class 17 contains 114519 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 217353 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5449 members 
Mstep: Class 23 contains 225427 members 
Mstep: Class 24 contains 3311 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 48040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 412Q: 24 clusters Score -4.695383e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 288438 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25285 members 
Mstep: Class 8 contains 20298 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38510 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 16 contains 48185 members 
Mstep: Class 17 contains 115231 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 216601 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5451 members 
Mstep: Class 23 contains 226000 members 
Mstep: Class 24 contains 3124 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 48186 members 
Entering Unmasked Estep 
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Iteration 413Q: 24 clusters Score -4.695394e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 288061 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25269 members 
Mstep: Class 8 contains 20288 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38451 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6971 members 
Mstep: Class 16 contains 48267 members 
Mstep: Class 17 contains 115963 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 215743 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 5453 members 
Mstep: Class 23 contains 226563 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 48331 members 
Entering Unmasked Estep 
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Iteration 414Q: 24 clusters Score -4.695406e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 287706 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25246 members 
Mstep: Class 8 contains 20266 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38402 members 
Mstep: Class 12 contains 5379 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 16 contains 48367 members 
Mstep: Class 17 contains 116704 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 214810 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 5455 members 
Mstep: Class 23 contains 227129 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 48498 members 
Entering Unmasked Estep 
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Iteration 415Q: 24 clusters Score -4.69542e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 287529 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 8 contains 20255 members 
Mstep: Class 9 contains 13096 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38367 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 16 contains 48469 members 
Mstep: Class 17 contains 117439 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 213718 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5456 members 
Mstep: Class 23 contains 227726 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 48635 members 
Entering Unmasked Estep 
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Iteration 416Q: 24 clusters Score -4.695431e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 287335 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25197 members 
Mstep: Class 8 contains 20236 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38331 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 16 contains 48573 members 
Mstep: Class 17 contains 118199 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 212593 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 228367 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 48762 members 
Entering Unmasked Estep 
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Iteration 417Q: 24 clusters Score -4.69543e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 287256 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25176 members 
Mstep: Class 8 contains 20211 members 
Mstep: Class 9 contains 13078 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38288 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7021 members 
Mstep: Class 16 contains 48672 members 
Mstep: Class 17 contains 119004 members 
Mstep: Class 18 contains 10299 members 
Mstep: Class 19 contains 211304 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 229022 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 48896 members 
Entering Unmasked Estep 
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Iteration 418Q: 24 clusters Score -4.695434e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 287290 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25151 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 38256 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 16 contains 48764 members 
Mstep: Class 17 contains 119766 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 209899 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 229752 members 
Mstep: Class 24 contains 1819 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49030 members 
Entering Unmasked Estep 
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Iteration 419Q: 24 clusters Score -4.695434e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 287217 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25131 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 13059 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 38200 members 
Mstep: Class 12 contains 5323 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 16 contains 48863 members 
Mstep: Class 17 contains 120506 members 
Mstep: Class 18 contains 10305 members 
Mstep: Class 19 contains 208461 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 230565 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49200 members 
Entering Unmasked Estep 
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Iteration 420F: 24 clusters Score -4.695452e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 287061 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38130 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7080 members 
Mstep: Class 16 contains 48966 members 
Mstep: Class 17 contains 121244 members 
Mstep: Class 18 contains 10307 members 
Mstep: Class 19 contains 206959 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 231459 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49388 members 
Entering Unmasked Estep 
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Iteration 421Q: 24 clusters Score -4.695469e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 286837 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 25097 members 
Mstep: Class 8 contains 20150 members 
Mstep: Class 9 contains 13043 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 38054 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7107 members 
Mstep: Class 16 contains 49084 members 
Mstep: Class 17 contains 122051 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 205457 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 232311 members 
Mstep: Class 24 contains 1264 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954532.000000 Penalty: 14572.699219
Iteration 422Q: 24 clusters Score -4.695453e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 286767 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 25072 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 38010 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 16 contains 49215 members 
Mstep: Class 17 contains 122869 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 203787 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 233136 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954576.000000 Penalty: 14572.699219
Iteration 423Q: 24 clusters Score -4.695458e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 286598 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 25037 members 
Mstep: Class 8 contains 20149 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 37976 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7159 members 
Mstep: Class 16 contains 49355 members 
Mstep: Class 17 contains 123743 members 
Mstep: Class 18 contains 10316 members 
Mstep: Class 19 contains 202146 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 233943 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 49950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954592.000000 Penalty: 14572.699219
Iteration 424Q: 24 clusters Score -4.695459e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 286490 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 25017 members 
Mstep: Class 8 contains 20149 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 37930 members 
Mstep: Class 12 contains 5299 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 16 contains 49489 members 
Mstep: Class 17 contains 124654 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 200430 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 234727 members 
Mstep: Class 24 contains 851 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954928.000000 Penalty: 14572.699219
Iteration 425Q: 24 clusters Score -4.695493e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 286404 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24994 members 
Mstep: Class 8 contains 20141 members 
Mstep: Class 9 contains 13000 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7220 members 
Mstep: Class 16 contains 49612 members 
Mstep: Class 17 contains 125556 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 198683 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 235561 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 576.073792 but Gain 633.595703
Score: -46955360.000000 Penalty: 13939.103516
Iteration 426Q: 23 clusters Score -4.695536e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 287037 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24970 members 
Mstep: Class 8 contains 20137 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 37815 members 
Mstep: Class 12 contains 5302 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7239 members 
Mstep: Class 16 contains 49727 members 
Mstep: Class 17 contains 126452 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 196899 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 236354 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956068.000000 Penalty: 13939.103516
Iteration 427Q: 23 clusters Score -4.695607e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 287065 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24952 members 
Mstep: Class 8 contains 20128 members 
Mstep: Class 9 contains 12987 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 37751 members 
Mstep: Class 12 contains 5293 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 16 contains 49840 members 
Mstep: Class 17 contains 127355 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 194983 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 237147 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955896.000000 Penalty: 13939.103516
Iteration 428Q: 23 clusters Score -4.69559e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 287127 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24936 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 12972 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 37698 members 
Mstep: Class 12 contains 5279 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 16 contains 49947 members 
Mstep: Class 17 contains 128319 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 193113 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 237803 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955904.000000 Penalty: 13939.103516
Iteration 429Q: 23 clusters Score -4.69559e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 287032 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24919 members 
Mstep: Class 8 contains 20128 members 
Mstep: Class 9 contains 12961 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 37645 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 16 contains 50061 members 
Mstep: Class 17 contains 129299 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 191279 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 238510 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 50948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955880.000000 Penalty: 13939.103516
Iteration 430Q: 23 clusters Score -4.695588e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 286843 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24899 members 
Mstep: Class 8 contains 20118 members 
Mstep: Class 9 contains 12952 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7366 members 
Mstep: Class 16 contains 50144 members 
Mstep: Class 17 contains 130257 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 189531 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 239291 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956148.000000 Penalty: 13939.103516
Iteration 431Q: 23 clusters Score -4.695615e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 286539 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24887 members 
Mstep: Class 8 contains 20106 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 37535 members 
Mstep: Class 12 contains 5262 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7396 members 
Mstep: Class 16 contains 50217 members 
Mstep: Class 17 contains 131206 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 187826 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5460 members 
Mstep: Class 23 contains 240179 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956272.000000 Penalty: 13939.103516
Iteration 432Q: 23 clusters Score -4.695627e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 286388 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24869 members 
Mstep: Class 8 contains 20108 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 37475 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 16 contains 50268 members 
Mstep: Class 17 contains 132192 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 185985 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5465 members 
Mstep: Class 23 contains 241045 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956300.000000 Penalty: 13939.103516
Iteration 433Q: 23 clusters Score -4.69563e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 286031 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24851 members 
Mstep: Class 8 contains 20111 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 37423 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7450 members 
Mstep: Class 16 contains 50305 members 
Mstep: Class 17 contains 133078 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 184230 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 242124 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956328.000000 Penalty: 13939.103516
Iteration 434Q: 23 clusters Score -4.695633e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 285690 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24835 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37364 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 16 contains 50356 members 
Mstep: Class 17 contains 133942 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 182392 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 243258 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956288.000000 Penalty: 13939.103516
Iteration 435Q: 23 clusters Score -4.695629e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 285348 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24820 members 
Mstep: Class 8 contains 20135 members 
Mstep: Class 9 contains 12941 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7504 members 
Mstep: Class 16 contains 50406 members 
Mstep: Class 17 contains 134790 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 180502 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 244483 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 51909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956032.000000 Penalty: 13939.103516
Iteration 436Q: 23 clusters Score -4.695603e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 284861 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 8 contains 20140 members 
Mstep: Class 9 contains 12941 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37262 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7540 members 
Mstep: Class 16 contains 50430 members 
Mstep: Class 17 contains 135619 members 
Mstep: Class 18 contains 10354 members 
Mstep: Class 19 contains 178723 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 245789 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956140.000000 Penalty: 13939.103516
Iteration 437Q: 23 clusters Score -4.695614e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 284331 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24788 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 12932 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37206 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 16 contains 50458 members 
Mstep: Class 17 contains 136462 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 176946 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5474 members 
Mstep: Class 23 contains 247125 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956016.000000 Penalty: 13939.103516
Iteration 438Q: 23 clusters Score -4.695602e+07 nChanged 5471
Entering ConstructFrom: 
Score: -46956016.000000 Penalty: 13939.103516
Entering ConstructFrom: 
Trying to split cluster 1 (40195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Entering Unmasked Estep 
Score: -1630723.750000 Penalty: 482.368134
	Iteration 0F: 2 clusters Score -1630724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1603754.000000 Penalty: 964.736267
	Iteration 0F: 3 clusters Score -1603754 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1615764.875000 Penalty: 964.736267
	Iteration 1F: 3 clusters Score -1615765 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1616852.375000 Penalty: 964.736267
	Iteration 2F: 3 clusters Score -1616852 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1618452.250000 Penalty: 964.736267
	Iteration 3F: 3 clusters Score -1618452 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1620470.000000 Penalty: 964.736267
	Iteration 4F: 3 clusters Score -1620470 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1622511.125000 Penalty: 964.736267
	Iteration 5F: 3 clusters Score -1622511 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1623811.750000 Penalty: 964.736267
	Iteration 6F: 3 clusters Score -1623812 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1624345.875000 Penalty: 964.736267
	Iteration 7Q: 3 clusters Score -1624346 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1624583.000000 Penalty: 964.736267
	Iteration 8Q: 3 clusters Score -1624583 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1624736.875000 Penalty: 964.736267
	Iteration 9Q: 3 clusters Score -1624737 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1624857.125000 Penalty: 964.736267
	Iteration 10Q: 3 clusters Score -1624857 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1624973.750000 Penalty: 964.736267
	Iteration 11Q: 3 clusters Score -1624974 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1625097.250000 Penalty: 964.736267
	Iteration 12Q: 3 clusters Score -1625097 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1625221.750000 Penalty: 964.736267
	Iteration 13Q: 3 clusters Score -1625222 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1625363.875000 Penalty: 964.736267
	Iteration 14Q: 3 clusters Score -1625364 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1625532.375000 Penalty: 964.736267
	Iteration 15Q: 3 clusters Score -1625532 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1625727.750000 Penalty: 964.736267
	Iteration 16Q: 3 clusters Score -1625728 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1625912.375000 Penalty: 964.736267
	Iteration 17Q: 3 clusters Score -1625912 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1626110.250000 Penalty: 964.736267
	Iteration 18Q: 3 clusters Score -1626110 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1626304.375000 Penalty: 964.736267
	Iteration 19Q: 3 clusters Score -1626304 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1626469.375000 Penalty: 964.736267
	Iteration 20F: 3 clusters Score -1626469 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1626638.375000 Penalty: 964.736267
	Iteration 21Q: 3 clusters Score -1626638 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1626794.625000 Penalty: 964.736267
	Iteration 22Q: 3 clusters Score -1626795 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1626953.250000 Penalty: 964.736267
	Iteration 23Q: 3 clusters Score -1626953 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1627121.250000 Penalty: 964.736267
	Iteration 24Q: 3 clusters Score -1627121 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1627313.500000 Penalty: 964.736267
	Iteration 25Q: 3 clusters Score -1627314 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1627489.250000 Penalty: 964.736267
	Iteration 26Q: 3 clusters Score -1627489 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1627656.500000 Penalty: 964.736267
	Iteration 27Q: 3 clusters Score -1627656 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1627820.375000 Penalty: 964.736267
	Iteration 28Q: 3 clusters Score -1627820 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1627995.750000 Penalty: 964.736267
	Iteration 29Q: 3 clusters Score -1627996 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1628194.875000 Penalty: 964.736267
	Iteration 30Q: 3 clusters Score -1628195 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1628428.125000 Penalty: 964.736267
	Iteration 31Q: 3 clusters Score -1628428 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1628656.750000 Penalty: 964.736267
	Iteration 32Q: 3 clusters Score -1628657 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1628919.000000 Penalty: 964.736267
	Iteration 33Q: 3 clusters Score -1628919 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1629189.875000 Penalty: 964.736267
	Iteration 34Q: 3 clusters Score -1629190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1629448.375000 Penalty: 964.736267
	Iteration 35Q: 3 clusters Score -1629448 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1629684.000000 Penalty: 964.736267
	Iteration 36Q: 3 clusters Score -1629684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1629873.250000 Penalty: 964.736267
	Iteration 37Q: 3 clusters Score -1629873 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1630026.000000 Penalty: 964.736267
	Iteration 38Q: 3 clusters Score -1630026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1630157.375000 Penalty: 964.736267
	Iteration 39Q: 3 clusters Score -1630157 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1630263.375000 Penalty: 964.736267
	Iteration 40F: 3 clusters Score -1630263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1630340.625000 Penalty: 964.736267
	Iteration 41Q: 3 clusters Score -1630341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1630401.875000 Penalty: 964.736267
	Iteration 42Q: 3 clusters Score -1630402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1630450.500000 Penalty: 964.736267
	Iteration 43Q: 3 clusters Score -1630450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1630475.125000 Penalty: 964.736267
	Iteration 44Q: 3 clusters Score -1630475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1630485.125000 Penalty: 964.736267
	Iteration 45Q: 3 clusters Score -1630485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1630495.500000 Penalty: 964.736267
	Iteration 46Q: 3 clusters Score -1630496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1630507.625000 Penalty: 964.736267
	Iteration 47Q: 3 clusters Score -1630508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1630512.375000 Penalty: 964.736267
	Iteration 48Q: 3 clusters Score -1630512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1630518.000000 Penalty: 964.736267
	Iteration 49Q: 3 clusters Score -1630518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1630521.125000 Penalty: 964.736267
	Iteration 50Q: 3 clusters Score -1630521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1630525.750000 Penalty: 964.736267
	Iteration 51Q: 3 clusters Score -1630526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1630527.625000 Penalty: 964.736267
	Iteration 52Q: 3 clusters Score -1630528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1630530.375000 Penalty: 964.736267
	Iteration 53Q: 3 clusters Score -1630530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1630537.375000 Penalty: 964.736267
	Iteration 54Q: 3 clusters Score -1630537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1630536.375000 Penalty: 964.736267
	Iteration 55Q: 3 clusters Score -1630536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1630539.250000 Penalty: 964.736267
	Iteration 56Q: 3 clusters Score -1630539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1630540.875000 Penalty: 964.736267
	Iteration 57Q: 3 clusters Score -1630541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1630544.500000 Penalty: 964.736267
	Iteration 58Q: 3 clusters Score -1630544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1630548.375000 Penalty: 964.736267
	Iteration 59Q: 3 clusters Score -1630548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1630552.250000 Penalty: 964.736267
	Iteration 60F: 3 clusters Score -1630552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1630559.750000 Penalty: 964.736267
	Iteration 61Q: 3 clusters Score -1630560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1630567.125000 Penalty: 964.736267
	Iteration 62Q: 3 clusters Score -1630567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1630571.625000 Penalty: 964.736267
	Iteration 63Q: 3 clusters Score -1630572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1630576.125000 Penalty: 964.736267
	Iteration 64Q: 3 clusters Score -1630576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1630578.375000 Penalty: 964.736267
	Iteration 65Q: 3 clusters Score -1630578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1630578.500000 Penalty: 964.736267
	Iteration 66Q: 3 clusters Score -1630578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1630577.625000 Penalty: 964.736267
	Iteration 67Q: 3 clusters Score -1630578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1630578.250000 Penalty: 964.736267
	Iteration 68Q: 3 clusters Score -1630578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1630578.625000 Penalty: 964.736267
	Iteration 69Q: 3 clusters Score -1630579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1630577.750000 Penalty: 964.736267
	Iteration 70Q: 3 clusters Score -1630578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1630575.875000 Penalty: 964.736267
	Iteration 71Q: 3 clusters Score -1630576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1630576.500000 Penalty: 964.736267
	Iteration 72Q: 3 clusters Score -1630576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1630577.500000 Penalty: 964.736267
	Iteration 73Q: 3 clusters Score -1630578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1630577.500000 Penalty: 964.736267
	Iteration 74F: 3 clusters Score -1630578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -47795.468750 Penalty: 320.064667
	Iteration 0F: 2 clusters Score -47795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46886.644531 Penalty: 640.129333
	Iteration 0F: 3 clusters Score -46886.64 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47135.878906 Penalty: 640.129333
	Iteration 1F: 3 clusters Score -47135.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47195.214844 Penalty: 640.129333
	Iteration 2F: 3 clusters Score -47195.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47261.875000 Penalty: 640.129333
	Iteration 3F: 3 clusters Score -47261.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -47315.546875 Penalty: 640.129333
	Iteration 4Q: 3 clusters Score -47315.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47360.742188 Penalty: 640.129333
	Iteration 5Q: 3 clusters Score -47360.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -47397.847656 Penalty: 640.129333
	Iteration 6Q: 3 clusters Score -47397.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -47429.105469 Penalty: 640.129333
	Iteration 7Q: 3 clusters Score -47429.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47457.597656 Penalty: 640.129333
	Iteration 8Q: 3 clusters Score -47457.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -47482.214844 Penalty: 640.129333
	Iteration 9Q: 3 clusters Score -47482.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -47510.531250 Penalty: 640.129333
	Iteration 10Q: 3 clusters Score -47510.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -47535.960938 Penalty: 640.129333
	Iteration 11Q: 3 clusters Score -47535.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47558.398438 Penalty: 640.129333
	Iteration 12Q: 3 clusters Score -47558.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -47582.765625 Penalty: 640.129333
	Iteration 13Q: 3 clusters Score -47582.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -47601.117188 Penalty: 640.129333
	Iteration 14Q: 3 clusters Score -47601.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -47609.121094 Penalty: 640.129333
	Iteration 15Q: 3 clusters Score -47609.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47613.546875 Penalty: 640.129333
	Iteration 16Q: 3 clusters Score -47613.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -47616.796875 Penalty: 640.129333
	Iteration 17Q: 3 clusters Score -47616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -47617.382812 Penalty: 640.129333
	Iteration 18Q: 3 clusters Score -47617.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -47618.914062 Penalty: 640.129333
	Iteration 19Q: 3 clusters Score -47618.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -47620.371094 Penalty: 640.129333
	Iteration 20F: 3 clusters Score -47620.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -47623.273438 Penalty: 640.129333
	Iteration 21Q: 3 clusters Score -47623.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -47625.695312 Penalty: 640.129333
	Iteration 22Q: 3 clusters Score -47625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -47627.218750 Penalty: 640.129333
	Iteration 23Q: 3 clusters Score -47627.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -47628.222656 Penalty: 640.129333
	Iteration 24Q: 3 clusters Score -47628.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -47628.917969 Penalty: 640.129333
	Iteration 25Q: 3 clusters Score -47628.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -47629.960938 Penalty: 640.129333
	Iteration 26Q: 3 clusters Score -47629.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -47632.277344 Penalty: 640.129333
	Iteration 27Q: 3 clusters Score -47632.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -47632.468750 Penalty: 640.129333
	Iteration 28Q: 3 clusters Score -47632.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -47634.156250 Penalty: 640.129333
	Iteration 29Q: 3 clusters Score -47634.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -47634.515625 Penalty: 640.129333
	Iteration 30Q: 3 clusters Score -47634.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -47634.515625 Penalty: 640.129333
	Iteration 31F: 3 clusters Score -47634.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (283713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283713 members 
Entering Unmasked Estep 
Score: -12627293.000000 Penalty: 571.285217
	Iteration 0F: 2 clusters Score -1.262729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
Score: -12433519.000000 Penalty: 1142.570435
	Iteration 0F: 3 clusters Score -1.243352e+07 nChanged 140161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -12518826.000000 Penalty: 1142.570435
	Iteration 1F: 3 clusters Score -1.251883e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -12521107.000000 Penalty: 1142.570435
	Iteration 2Q: 3 clusters Score -1.252111e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134685 members 
Mstep: Class 2 contains 149028 members 
Entering Unmasked Estep 
Score: -12524282.000000 Penalty: 1142.570435
	Iteration 3Q: 3 clusters Score -1.252428e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -12529300.000000 Penalty: 1142.570435
	Iteration 4Q: 3 clusters Score -1.25293e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 162756 members 
Entering Unmasked Estep 
Score: -12536545.000000 Penalty: 1142.570435
	Iteration 5F: 3 clusters Score -1.253654e+07 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 171834 members 
Entering Unmasked Estep 
Score: -12546570.000000 Penalty: 1142.570435
	Iteration 6F: 3 clusters Score -1.254657e+07 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -12559621.000000 Penalty: 1142.570435
	Iteration 7F: 3 clusters Score -1.255962e+07 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -12572303.000000 Penalty: 1142.570435
	Iteration 8F: 3 clusters Score -1.25723e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 196685 members 
Entering Unmasked Estep 
Score: -12580395.000000 Penalty: 1142.570435
	Iteration 9Q: 3 clusters Score -1.25804e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 202558 members 
Entering Unmasked Estep 
Score: -12584024.000000 Penalty: 1142.570435
	Iteration 10Q: 3 clusters Score -1.258402e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 208427 members 
Entering Unmasked Estep 
Score: -12586144.000000 Penalty: 1142.570435
	Iteration 11Q: 3 clusters Score -1.258614e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 214578 members 
Entering Unmasked Estep 
Score: -12588419.000000 Penalty: 1142.570435
	Iteration 12Q: 3 clusters Score -1.258842e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 220908 members 
Entering Unmasked Estep 
Score: -12590814.000000 Penalty: 1142.570435
	Iteration 13Q: 3 clusters Score -1.259081e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 227432 members 
Entering Unmasked Estep 
Score: -12593588.000000 Penalty: 1142.570435
	Iteration 14Q: 3 clusters Score -1.259359e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 234125 members 
Entering Unmasked Estep 
Score: -12596556.000000 Penalty: 1142.570435
	Iteration 15Q: 3 clusters Score -1.259656e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 240783 members 
Entering Unmasked Estep 
Score: -12599788.000000 Penalty: 1142.570435
	Iteration 16Q: 3 clusters Score -1.259979e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 247310 members 
Entering Unmasked Estep 
Score: -12603235.000000 Penalty: 1142.570435
	Iteration 17Q: 3 clusters Score -1.260324e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 253618 members 
Entering Unmasked Estep 
Score: -12606569.000000 Penalty: 1142.570435
	Iteration 18Q: 3 clusters Score -1.260657e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 259460 members 
Entering Unmasked Estep 
Score: -12609999.000000 Penalty: 1142.570435
	Iteration 19Q: 3 clusters Score -1.261e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 264704 members 
Entering Unmasked Estep 
Score: -12613245.000000 Penalty: 1142.570435
	Iteration 20F: 3 clusters Score -1.261324e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 269332 members 
Entering Unmasked Estep 
Score: -12616326.000000 Penalty: 1142.570435
	Iteration 21Q: 3 clusters Score -1.261633e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 273243 members 
Entering Unmasked Estep 
Score: -12619146.000000 Penalty: 1142.570435
	Iteration 22Q: 3 clusters Score -1.261915e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 276325 members 
Entering Unmasked Estep 
Score: -12621331.000000 Penalty: 1142.570435
	Iteration 23Q: 3 clusters Score -1.262133e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 278656 members 
Entering Unmasked Estep 
Score: -12623020.000000 Penalty: 1142.570435
	Iteration 24Q: 3 clusters Score -1.262302e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 280425 members 
Entering Unmasked Estep 
Score: -12624370.000000 Penalty: 1142.570435
	Iteration 25Q: 3 clusters Score -1.262437e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 281719 members 
Entering Unmasked Estep 
Score: -12625303.000000 Penalty: 1142.570435
	Iteration 26Q: 3 clusters Score -1.26253e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 282663 members 
Entering Unmasked Estep 
Score: -12626042.000000 Penalty: 1142.570435
	Iteration 27Q: 3 clusters Score -1.262604e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 283209 members 
Entering Unmasked Estep 
Score: -12626447.000000 Penalty: 1142.570435
	Iteration 28Q: 3 clusters Score -1.262645e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283460 members 
Entering Unmasked Estep 
Score: -12626651.000000 Penalty: 1142.570435
	Iteration 29Q: 3 clusters Score -1.262665e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283565 members 
Entering Unmasked Estep 
Score: -12626738.000000 Penalty: 1142.570435
	Iteration 30Q: 3 clusters Score -1.262674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 283601 members 
Entering Unmasked Estep 
Score: -12626761.000000 Penalty: 1142.570435
	Iteration 31Q: 3 clusters Score -1.262676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 283619 members 
Entering Unmasked Estep 
Score: -12626790.000000 Penalty: 1142.570435
	Iteration 32Q: 3 clusters Score -1.262679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 283618 members 
Entering Unmasked Estep 
Score: -12626805.000000 Penalty: 1142.570435
	Iteration 33Q: 3 clusters Score -1.26268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 283624 members 
Entering Unmasked Estep 
Score: -12626815.000000 Penalty: 1142.570435
	Iteration 34Q: 3 clusters Score -1.262682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 283623 members 
Entering Unmasked Estep 
Score: -12626829.000000 Penalty: 1142.570435
	Iteration 35Q: 3 clusters Score -1.262683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 283618 members 
Entering Unmasked Estep 
Score: -12626836.000000 Penalty: 1142.570435
	Iteration 36Q: 3 clusters Score -1.262684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 283613 members 
Entering Unmasked Estep 
Score: -12626841.000000 Penalty: 1142.570435
	Iteration 37Q: 3 clusters Score -1.262684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 283613 members 
Entering Unmasked Estep 
Score: -12626841.000000 Penalty: 1142.570435
	Iteration 38F: 3 clusters Score -1.262684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -3572.439453 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -3572.439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3387.988525 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -3387.989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3522.566162 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -3522.566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3545.763428 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -3545.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3551.200684 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -3551.201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3551.200684 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -3551.201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Entering Unmasked Estep 
Score: -1068573.125000 Penalty: 460.346710
	Iteration 0F: 2 clusters Score -1068573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1052041.250000 Penalty: 920.693420
	Iteration 0F: 3 clusters Score -1052041 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1059448.125000 Penalty: 920.693420
	Iteration 1F: 3 clusters Score -1059448 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1060221.125000 Penalty: 920.693420
	Iteration 2F: 3 clusters Score -1060221 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1061339.375000 Penalty: 920.693420
	Iteration 3F: 3 clusters Score -1061339 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1062953.000000 Penalty: 920.693420
	Iteration 4F: 3 clusters Score -1062953 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1065098.875000 Penalty: 920.693420
	Iteration 5F: 3 clusters Score -1065099 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1066799.250000 Penalty: 920.693420
	Iteration 6F: 3 clusters Score -1066799 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1067462.625000 Penalty: 920.693420
	Iteration 7Q: 3 clusters Score -1067463 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1067666.875000 Penalty: 920.693420
	Iteration 8Q: 3 clusters Score -1067667 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1067765.375000 Penalty: 920.693420
	Iteration 9Q: 3 clusters Score -1067765 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1067829.125000 Penalty: 920.693420
	Iteration 10Q: 3 clusters Score -1067829 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1067856.750000 Penalty: 920.693420
	Iteration 11Q: 3 clusters Score -1067857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1067881.875000 Penalty: 920.693420
	Iteration 12Q: 3 clusters Score -1067882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1067898.500000 Penalty: 920.693420
	Iteration 13Q: 3 clusters Score -1067898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1067900.625000 Penalty: 920.693420
	Iteration 14Q: 3 clusters Score -1067901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1067904.500000 Penalty: 920.693420
	Iteration 15Q: 3 clusters Score -1067904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1067908.125000 Penalty: 920.693420
	Iteration 16Q: 3 clusters Score -1067908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1067910.500000 Penalty: 920.693420
	Iteration 17Q: 3 clusters Score -1067910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1067909.000000 Penalty: 920.693420
	Iteration 18Q: 3 clusters Score -1067909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1067910.625000 Penalty: 920.693420
	Iteration 19Q: 3 clusters Score -1067911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1067911.250000 Penalty: 920.693420
	Iteration 20F: 3 clusters Score -1067911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1067912.500000 Penalty: 920.693420
	Iteration 21Q: 3 clusters Score -1067912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1067913.625000 Penalty: 920.693420
	Iteration 22Q: 3 clusters Score -1067914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1067913.000000 Penalty: 920.693420
	Iteration 23Q: 3 clusters Score -1067913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1067912.750000 Penalty: 920.693420
	Iteration 24Q: 3 clusters Score -1067913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1067911.875000 Penalty: 920.693420
	Iteration 25Q: 3 clusters Score -1067912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1067912.750000 Penalty: 920.693420
	Iteration 26Q: 3 clusters Score -1067913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1067912.375000 Penalty: 920.693420
	Iteration 27Q: 3 clusters Score -1067912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1067913.625000 Penalty: 920.693420
	Iteration 28Q: 3 clusters Score -1067914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1067913.625000 Penalty: 920.693420
	Iteration 29F: 3 clusters Score -1067914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Entering Unmasked Estep 
Score: -863832.250000 Penalty: 451.002838
	Iteration 0F: 2 clusters Score -863832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -850419.000000 Penalty: 902.005676
	Iteration 0F: 3 clusters Score -850419 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -856995.062500 Penalty: 902.005676
	Iteration 1F: 3 clusters Score -856995.1 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -858383.375000 Penalty: 902.005676
	Iteration 2F: 3 clusters Score -858383.4 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -860004.437500 Penalty: 902.005676
	Iteration 3F: 3 clusters Score -860004.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -861558.937500 Penalty: 902.005676
	Iteration 4F: 3 clusters Score -861558.9 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -862588.312500 Penalty: 902.005676
	Iteration 5Q: 3 clusters Score -862588.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -863137.875000 Penalty: 902.005676
	Iteration 6Q: 3 clusters Score -863137.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -863417.812500 Penalty: 902.005676
	Iteration 7Q: 3 clusters Score -863417.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -863551.437500 Penalty: 902.005676
	Iteration 8Q: 3 clusters Score -863551.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -863628.500000 Penalty: 902.005676
	Iteration 9Q: 3 clusters Score -863628.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -863661.687500 Penalty: 902.005676
	Iteration 10Q: 3 clusters Score -863661.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -863683.437500 Penalty: 902.005676
	Iteration 11Q: 3 clusters Score -863683.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -863697.250000 Penalty: 902.005676
	Iteration 12Q: 3 clusters Score -863697.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -863702.437500 Penalty: 902.005676
	Iteration 13Q: 3 clusters Score -863702.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -863714.625000 Penalty: 902.005676
	Iteration 14Q: 3 clusters Score -863714.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -863718.375000 Penalty: 902.005676
	Iteration 15Q: 3 clusters Score -863718.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -863726.250000 Penalty: 902.005676
	Iteration 16Q: 3 clusters Score -863726.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -863728.812500 Penalty: 902.005676
	Iteration 17Q: 3 clusters Score -863728.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -863734.000000 Penalty: 902.005676
	Iteration 18Q: 3 clusters Score -863734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -863738.187500 Penalty: 902.005676
	Iteration 19Q: 3 clusters Score -863738.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -863741.500000 Penalty: 902.005676
	Iteration 20F: 3 clusters Score -863741.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -863742.312500 Penalty: 902.005676
	Iteration 21Q: 3 clusters Score -863742.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -863747.250000 Penalty: 902.005676
	Iteration 22Q: 3 clusters Score -863747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -863748.250000 Penalty: 902.005676
	Iteration 23Q: 3 clusters Score -863748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -863749.937500 Penalty: 902.005676
	Iteration 24Q: 3 clusters Score -863749.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -863750.125000 Penalty: 902.005676
	Iteration 25Q: 3 clusters Score -863750.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -863755.187500 Penalty: 902.005676
	Iteration 26Q: 3 clusters Score -863755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -863757.875000 Penalty: 902.005676
	Iteration 27Q: 3 clusters Score -863757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -863759.375000 Penalty: 902.005676
	Iteration 28Q: 3 clusters Score -863759.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -863761.250000 Penalty: 902.005676
	Iteration 29Q: 3 clusters Score -863761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -863761.187500 Penalty: 902.005676
	Iteration 30Q: 3 clusters Score -863761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -863764.625000 Penalty: 902.005676
	Iteration 31Q: 3 clusters Score -863764.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -863764.812500 Penalty: 902.005676
	Iteration 32Q: 3 clusters Score -863764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -863766.625000 Penalty: 902.005676
	Iteration 33Q: 3 clusters Score -863766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -863767.437500 Penalty: 902.005676
	Iteration 34Q: 3 clusters Score -863767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -863766.500000 Penalty: 902.005676
	Iteration 35Q: 3 clusters Score -863766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -863768.250000 Penalty: 902.005676
	Iteration 36Q: 3 clusters Score -863768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -863768.250000 Penalty: 902.005676
	Iteration 37Q: 3 clusters Score -863768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -863769.500000 Penalty: 902.005676
	Iteration 38Q: 3 clusters Score -863769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -863769.875000 Penalty: 902.005676
	Iteration 39Q: 3 clusters Score -863769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -863769.500000 Penalty: 902.005676
	Iteration 40F: 3 clusters Score -863769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -863770.500000 Penalty: 902.005676
	Iteration 41Q: 3 clusters Score -863770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -863770.937500 Penalty: 902.005676
	Iteration 42Q: 3 clusters Score -863770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -863770.625000 Penalty: 902.005676
	Iteration 43Q: 3 clusters Score -863770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -863770.687500 Penalty: 902.005676
	Iteration 44Q: 3 clusters Score -863770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -863771.125000 Penalty: 902.005676
	Iteration 45Q: 3 clusters Score -863771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -863772.500000 Penalty: 902.005676
	Iteration 46Q: 3 clusters Score -863772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -863775.187500 Penalty: 902.005676
	Iteration 47Q: 3 clusters Score -863775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -863773.062500 Penalty: 902.005676
	Iteration 48Q: 3 clusters Score -863773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -863774.562500 Penalty: 902.005676
	Iteration 49Q: 3 clusters Score -863774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -863774.562500 Penalty: 902.005676
	Iteration 50F: 3 clusters Score -863774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -573518.062500 Penalty: 430.748322
	Iteration 0F: 2 clusters Score -573518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -564834.125000 Penalty: 861.496643
	Iteration 0F: 3 clusters Score -564834.1 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -568375.812500 Penalty: 861.496643
	Iteration 1F: 3 clusters Score -568375.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -568734.812500 Penalty: 861.496643
	Iteration 2F: 3 clusters Score -568734.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -569359.000000 Penalty: 861.496643
	Iteration 3F: 3 clusters Score -569359 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -570306.875000 Penalty: 861.496643
	Iteration 4F: 3 clusters Score -570306.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -571438.687500 Penalty: 861.496643
	Iteration 5F: 3 clusters Score -571438.7 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -572431.187500 Penalty: 861.496643
	Iteration 6F: 3 clusters Score -572431.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -572921.125000 Penalty: 861.496643
	Iteration 7Q: 3 clusters Score -572921.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -573070.875000 Penalty: 861.496643
	Iteration 8Q: 3 clusters Score -573070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -573100.687500 Penalty: 861.496643
	Iteration 9Q: 3 clusters Score -573100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -573118.062500 Penalty: 861.496643
	Iteration 10Q: 3 clusters Score -573118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -573127.687500 Penalty: 861.496643
	Iteration 11Q: 3 clusters Score -573127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -573127.687500 Penalty: 861.496643
	Iteration 12F: 3 clusters Score -573127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -43410.644531 Penalty: 321.756592
	Iteration 0F: 2 clusters Score -43410.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -42532.664062 Penalty: 643.513184
	Iteration 0F: 3 clusters Score -42532.66 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -42825.808594 Penalty: 643.513184
	Iteration 1F: 3 clusters Score -42825.81 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -42893.937500 Penalty: 643.513184
	Iteration 2F: 3 clusters Score -42893.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -42951.359375 Penalty: 643.513184
	Iteration 3F: 3 clusters Score -42951.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -43006.464844 Penalty: 643.513184
	Iteration 4F: 3 clusters Score -43006.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -43071.429688 Penalty: 643.513184
	Iteration 5F: 3 clusters Score -43071.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -43142.761719 Penalty: 643.513184
	Iteration 6Q: 3 clusters Score -43142.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -43197.851562 Penalty: 643.513184
	Iteration 7Q: 3 clusters Score -43197.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -43246.050781 Penalty: 643.513184
	Iteration 8Q: 3 clusters Score -43246.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43263.503906 Penalty: 643.513184
	Iteration 9Q: 3 clusters Score -43263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43270.171875 Penalty: 643.513184
	Iteration 10Q: 3 clusters Score -43270.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -43275.621094 Penalty: 643.513184
	Iteration 11Q: 3 clusters Score -43275.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -43276.472656 Penalty: 643.513184
	Iteration 12Q: 3 clusters Score -43276.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43276.945312 Penalty: 643.513184
	Iteration 13Q: 3 clusters Score -43276.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43276.945312 Penalty: 643.513184
	Iteration 14F: 3 clusters Score -43276.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Entering Unmasked Estep 
Score: -1637591.000000 Penalty: 478.787384
	Iteration 0F: 2 clusters Score -1637591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1612859.250000 Penalty: 957.574768
	Iteration 0F: 3 clusters Score -1612859 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1623617.250000 Penalty: 957.574768
	Iteration 1F: 3 clusters Score -1623617 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1624142.125000 Penalty: 957.574768
	Iteration 2Q: 3 clusters Score -1624142 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1624670.000000 Penalty: 957.574768
	Iteration 3Q: 3 clusters Score -1624670 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -1625234.125000 Penalty: 957.574768
	Iteration 4Q: 3 clusters Score -1625234 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1625962.125000 Penalty: 957.574768
	Iteration 5Q: 3 clusters Score -1625962 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -1627011.750000 Penalty: 957.574768
	Iteration 6F: 3 clusters Score -1627012 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -1628536.250000 Penalty: 957.574768
	Iteration 7F: 3 clusters Score -1628536 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -1630531.875000 Penalty: 957.574768
	Iteration 8F: 3 clusters Score -1630532 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -1632457.750000 Penalty: 957.574768
	Iteration 9F: 3 clusters Score -1632458 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -1633854.750000 Penalty: 957.574768
	Iteration 10Q: 3 clusters Score -1633855 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -1634687.250000 Penalty: 957.574768
	Iteration 11Q: 3 clusters Score -1634687 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -1635233.125000 Penalty: 957.574768
	Iteration 12Q: 3 clusters Score -1635233 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -1635655.125000 Penalty: 957.574768
	Iteration 13Q: 3 clusters Score -1635655 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -1636040.125000 Penalty: 957.574768
	Iteration 14Q: 3 clusters Score -1636040 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -1636350.500000 Penalty: 957.574768
	Iteration 15Q: 3 clusters Score -1636350 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1636622.625000 Penalty: 957.574768
	Iteration 16Q: 3 clusters Score -1636623 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -1636806.750000 Penalty: 957.574768
	Iteration 17Q: 3 clusters Score -1636807 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -1636916.750000 Penalty: 957.574768
	Iteration 18Q: 3 clusters Score -1636917 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -1637021.375000 Penalty: 957.574768
	Iteration 19Q: 3 clusters Score -1637021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -1637087.750000 Penalty: 957.574768
	Iteration 20F: 3 clusters Score -1637088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -1637128.750000 Penalty: 957.574768
	Iteration 21Q: 3 clusters Score -1637129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -1637163.875000 Penalty: 957.574768
	Iteration 22Q: 3 clusters Score -1637164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -1637191.500000 Penalty: 957.574768
	Iteration 23Q: 3 clusters Score -1637192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -1637218.375000 Penalty: 957.574768
	Iteration 24Q: 3 clusters Score -1637218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -1637233.500000 Penalty: 957.574768
	Iteration 25Q: 3 clusters Score -1637234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -1637253.000000 Penalty: 957.574768
	Iteration 26Q: 3 clusters Score -1637253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -1637257.750000 Penalty: 957.574768
	Iteration 27Q: 3 clusters Score -1637258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -1637258.250000 Penalty: 957.574768
	Iteration 28Q: 3 clusters Score -1637258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -1637260.625000 Penalty: 957.574768
	Iteration 29Q: 3 clusters Score -1637261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -1637266.750000 Penalty: 957.574768
	Iteration 30Q: 3 clusters Score -1637267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -1637271.250000 Penalty: 957.574768
	Iteration 31Q: 3 clusters Score -1637271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -1637277.875000 Penalty: 957.574768
	Iteration 32Q: 3 clusters Score -1637278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -1637281.625000 Penalty: 957.574768
	Iteration 33Q: 3 clusters Score -1637282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -1637288.625000 Penalty: 957.574768
	Iteration 34Q: 3 clusters Score -1637289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -1637291.750000 Penalty: 957.574768
	Iteration 35Q: 3 clusters Score -1637292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -1637293.875000 Penalty: 957.574768
	Iteration 36Q: 3 clusters Score -1637294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -1637296.500000 Penalty: 957.574768
	Iteration 37Q: 3 clusters Score -1637296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -1637298.875000 Penalty: 957.574768
	Iteration 38Q: 3 clusters Score -1637299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -1637299.875000 Penalty: 957.574768
	Iteration 39Q: 3 clusters Score -1637300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -1637300.250000 Penalty: 957.574768
	Iteration 40F: 3 clusters Score -1637300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -1637299.375000 Penalty: 957.574768
	Iteration 41Q: 3 clusters Score -1637299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -1637299.375000 Penalty: 957.574768
	Iteration 42F: 3 clusters Score -1637299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -226538.062500 Penalty: 389.264313
	Iteration 0F: 2 clusters Score -226538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -222923.609375 Penalty: 778.528625
	Iteration 0F: 3 clusters Score -222923.6 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -224337.015625 Penalty: 778.528625
	Iteration 1F: 3 clusters Score -224337 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -224520.703125 Penalty: 778.528625
	Iteration 2F: 3 clusters Score -224520.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -224726.609375 Penalty: 778.528625
	Iteration 3F: 3 clusters Score -224726.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -224975.390625 Penalty: 778.528625
	Iteration 4F: 3 clusters Score -224975.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -225244.187500 Penalty: 778.528625
	Iteration 5F: 3 clusters Score -225244.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -225522.296875 Penalty: 778.528625
	Iteration 6F: 3 clusters Score -225522.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -225739.703125 Penalty: 778.528625
	Iteration 7Q: 3 clusters Score -225739.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -225903.062500 Penalty: 778.528625
	Iteration 8Q: 3 clusters Score -225903.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -225997.156250 Penalty: 778.528625
	Iteration 9Q: 3 clusters Score -225997.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -226065.671875 Penalty: 778.528625
	Iteration 10Q: 3 clusters Score -226065.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -226114.500000 Penalty: 778.528625
	Iteration 11Q: 3 clusters Score -226114.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -226150.375000 Penalty: 778.528625
	Iteration 12Q: 3 clusters Score -226150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -226165.390625 Penalty: 778.528625
	Iteration 13Q: 3 clusters Score -226165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -226170.656250 Penalty: 778.528625
	Iteration 14Q: 3 clusters Score -226170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -226174.578125 Penalty: 778.528625
	Iteration 15Q: 3 clusters Score -226174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -226177.609375 Penalty: 778.528625
	Iteration 16Q: 3 clusters Score -226177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -226183.281250 Penalty: 778.528625
	Iteration 17Q: 3 clusters Score -226183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -226191.437500 Penalty: 778.528625
	Iteration 18Q: 3 clusters Score -226191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -226197.343750 Penalty: 778.528625
	Iteration 19Q: 3 clusters Score -226197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -226207.468750 Penalty: 778.528625
	Iteration 20F: 3 clusters Score -226207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -226212.468750 Penalty: 778.528625
	Iteration 21Q: 3 clusters Score -226212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -226218.046875 Penalty: 778.528625
	Iteration 22Q: 3 clusters Score -226218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -226227.312500 Penalty: 778.528625
	Iteration 23Q: 3 clusters Score -226227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -226227.312500 Penalty: 778.528625
	Iteration 24F: 3 clusters Score -226227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -3859.631592 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -3859.632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3651.897949 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -3651.898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3679.625244 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -3679.625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3690.987549 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -3690.988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3697.774414 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -3697.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3699.361328 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -3699.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3703.680664 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -3703.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3704.102295 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -3704.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3704.102295 Penalty: 425.227417
	Iteration 7F: 3 clusters Score -3704.102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -329784.968750 Penalty: 406.319427
	Iteration 0F: 2 clusters Score -329785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -324722.093750 Penalty: 812.638855
	Iteration 0F: 3 clusters Score -324722.1 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -326778.625000 Penalty: 812.638855
	Iteration 1F: 3 clusters Score -326778.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -327160.406250 Penalty: 812.638855
	Iteration 2F: 3 clusters Score -327160.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -327739.062500 Penalty: 812.638855
	Iteration 3F: 3 clusters Score -327739.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -328411.531250 Penalty: 812.638855
	Iteration 4F: 3 clusters Score -328411.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -328977.906250 Penalty: 812.638855
	Iteration 5F: 3 clusters Score -328977.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -329312.875000 Penalty: 812.638855
	Iteration 6Q: 3 clusters Score -329312.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -329444.562500 Penalty: 812.638855
	Iteration 7Q: 3 clusters Score -329444.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -329509.125000 Penalty: 812.638855
	Iteration 8Q: 3 clusters Score -329509.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -329537.468750 Penalty: 812.638855
	Iteration 9Q: 3 clusters Score -329537.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -329549.312500 Penalty: 812.638855
	Iteration 10Q: 3 clusters Score -329549.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -329556.906250 Penalty: 812.638855
	Iteration 11Q: 3 clusters Score -329556.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -329561.281250 Penalty: 812.638855
	Iteration 12Q: 3 clusters Score -329561.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -329562.843750 Penalty: 812.638855
	Iteration 13Q: 3 clusters Score -329562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -329563.718750 Penalty: 812.638855
	Iteration 14Q: 3 clusters Score -329563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -329564.906250 Penalty: 812.638855
	Iteration 15Q: 3 clusters Score -329564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -329565.250000 Penalty: 812.638855
	Iteration 16Q: 3 clusters Score -329565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -329565.625000 Penalty: 812.638855
	Iteration 17Q: 3 clusters Score -329565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -329565.687500 Penalty: 812.638855
	Iteration 18Q: 3 clusters Score -329565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -329566.968750 Penalty: 812.638855
	Iteration 19Q: 3 clusters Score -329567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -329566.968750 Penalty: 812.638855
	Iteration 20F: 3 clusters Score -329567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Entering Unmasked Estep 
Score: -2219475.250000 Penalty: 492.765259
	Iteration 0F: 2 clusters Score -2219475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2185510.000000 Penalty: 985.530518
	Iteration 0F: 3 clusters Score -2185510 nChanged 24650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2199826.250000 Penalty: 985.530518
	Iteration 1F: 3 clusters Score -2199826 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -2200217.500000 Penalty: 985.530518
	Iteration 2Q: 3 clusters Score -2200218 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -2200776.000000 Penalty: 985.530518
	Iteration 3Q: 3 clusters Score -2200776 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -2201779.750000 Penalty: 985.530518
	Iteration 4Q: 3 clusters Score -2201780 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -2203564.750000 Penalty: 985.530518
	Iteration 5F: 3 clusters Score -2203565 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -2206624.500000 Penalty: 985.530518
	Iteration 6F: 3 clusters Score -2206624 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -2210933.500000 Penalty: 985.530518
	Iteration 7F: 3 clusters Score -2210934 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -2214920.000000 Penalty: 985.530518
	Iteration 8F: 3 clusters Score -2214920 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -2217479.500000 Penalty: 985.530518
	Iteration 9Q: 3 clusters Score -2217480 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -2218496.000000 Penalty: 985.530518
	Iteration 10Q: 3 clusters Score -2218496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -2218851.000000 Penalty: 985.530518
	Iteration 11Q: 3 clusters Score -2218851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -2218946.000000 Penalty: 985.530518
	Iteration 12Q: 3 clusters Score -2218946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -2218996.250000 Penalty: 985.530518
	Iteration 13Q: 3 clusters Score -2218996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -2219020.000000 Penalty: 985.530518
	Iteration 14Q: 3 clusters Score -2219020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -2219022.500000 Penalty: 985.530518
	Iteration 15Q: 3 clusters Score -2219022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -2219026.000000 Penalty: 985.530518
	Iteration 16Q: 3 clusters Score -2219026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -2219026.250000 Penalty: 985.530518
	Iteration 17Q: 3 clusters Score -2219026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -2219026.750000 Penalty: 985.530518
	Iteration 18Q: 3 clusters Score -2219027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -2219026.750000 Penalty: 985.530518
	Iteration 19F: 3 clusters Score -2219027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (137235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137235 members 
Entering Unmasked Estep 
Score: -6117244.500000 Penalty: 538.239929
	Iteration 0F: 2 clusters Score -6117244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -6024148.000000 Penalty: 1076.479858
	Iteration 0F: 3 clusters Score -6024148 nChanged 67319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -6066200.000000 Penalty: 1076.479858
	Iteration 1F: 3 clusters Score -6066200 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -6068324.000000 Penalty: 1076.479858
	Iteration 2Q: 3 clusters Score -6068324 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -6072162.500000 Penalty: 1076.479858
	Iteration 3Q: 3 clusters Score -6072162 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -6078819.000000 Penalty: 1076.479858
	Iteration 4F: 3 clusters Score -6078819 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -6089133.500000 Penalty: 1076.479858
	Iteration 5F: 3 clusters Score -6089134 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -6099041.000000 Penalty: 1076.479858
	Iteration 6F: 3 clusters Score -6099041 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -6104701.500000 Penalty: 1076.479858
	Iteration 7F: 3 clusters Score -6104702 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6108288 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -6111254.500000 Penalty: 1076.479858
	Iteration 9Q: 3 clusters Score -6111254 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6113689 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -6115249.500000 Penalty: 1076.479858
	Iteration 11Q: 3 clusters Score -6115250 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -6116155.500000 Penalty: 1076.479858
	Iteration 12Q: 3 clusters Score -6116156 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -6116605.500000 Penalty: 1076.479858
	Iteration 13Q: 3 clusters Score -6116606 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -6116840.500000 Penalty: 1076.479858
	Iteration 14Q: 3 clusters Score -6116840 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -6116924.000000 Penalty: 1076.479858
	Iteration 15Q: 3 clusters Score -6116924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -6116942.000000 Penalty: 1076.479858
	Iteration 16Q: 3 clusters Score -6116942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6116975 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6116992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -6117009.500000 Penalty: 1076.479858
	Iteration 19Q: 3 clusters Score -6117010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -6117011.000000 Penalty: 1076.479858
	Iteration 20F: 3 clusters Score -6117011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -6117013.500000 Penalty: 1076.479858
	Iteration 21Q: 3 clusters Score -6117014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -6117006.500000 Penalty: 1076.479858
	Iteration 22Q: 3 clusters Score -6117006 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -6117008.000000 Penalty: 1076.479858
	Iteration 23Q: 3 clusters Score -6117008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -6117002.000000 Penalty: 1076.479858
	Iteration 24Q: 3 clusters Score -6117002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6117010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6116992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6117006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -6117015.000000 Penalty: 1076.479858
	Iteration 28Q: 3 clusters Score -6117015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -6117011.000000 Penalty: 1076.479858
	Iteration 29Q: 3 clusters Score -6117011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -6117031.000000 Penalty: 1076.479858
	Iteration 30Q: 3 clusters Score -6117031 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -6117035.000000 Penalty: 1076.479858
	Iteration 31Q: 3 clusters Score -6117035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -6117032.000000 Penalty: 1076.479858
	Iteration 32Q: 3 clusters Score -6117032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -6117044.500000 Penalty: 1076.479858
	Iteration 33Q: 3 clusters Score -6117044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -6117027.000000 Penalty: 1076.479858
	Iteration 34Q: 3 clusters Score -6117027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -6117024.500000 Penalty: 1076.479858
	Iteration 35Q: 3 clusters Score -6117024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -6117042.500000 Penalty: 1076.479858
	Iteration 36Q: 3 clusters Score -6117042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6117044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -6117028.500000 Penalty: 1076.479858
	Iteration 38Q: 3 clusters Score -6117028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -6117022.500000 Penalty: 1076.479858
	Iteration 39Q: 3 clusters Score -6117022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -6117039.500000 Penalty: 1076.479858
	Iteration 40F: 3 clusters Score -6117040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -6117043.500000 Penalty: 1076.479858
	Iteration 41Q: 3 clusters Score -6117044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -6117047.500000 Penalty: 1076.479858
	Iteration 42Q: 3 clusters Score -6117048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -6117063.000000 Penalty: 1076.479858
	Iteration 43Q: 3 clusters Score -6117063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -6117061.000000 Penalty: 1076.479858
	Iteration 44Q: 3 clusters Score -6117061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -6117060.500000 Penalty: 1076.479858
	Iteration 45Q: 3 clusters Score -6117060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -6117061.000000 Penalty: 1076.479858
	Iteration 46Q: 3 clusters Score -6117061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -6117053.000000 Penalty: 1076.479858
	Iteration 47Q: 3 clusters Score -6117053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -6117047.000000 Penalty: 1076.479858
	Iteration 48Q: 3 clusters Score -6117047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -6117054.000000 Penalty: 1076.479858
	Iteration 49Q: 3 clusters Score -6117054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -6117052.000000 Penalty: 1076.479858
	Iteration 50Q: 3 clusters Score -6117052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -6117058.000000 Penalty: 1076.479858
	Iteration 51Q: 3 clusters Score -6117058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -6117065.500000 Penalty: 1076.479858
	Iteration 52Q: 3 clusters Score -6117066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6117064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -6117061.500000 Penalty: 1076.479858
	Iteration 54Q: 3 clusters Score -6117062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6117061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -6117065.500000 Penalty: 1076.479858
	Iteration 56Q: 3 clusters Score -6117066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -6117076.500000 Penalty: 1076.479858
	Iteration 57Q: 3 clusters Score -6117076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -6117071.000000 Penalty: 1076.479858
	Iteration 58Q: 3 clusters Score -6117071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -6117063.000000 Penalty: 1076.479858
	Iteration 59Q: 3 clusters Score -6117063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -6117070.000000 Penalty: 1076.479858
	Iteration 60F: 3 clusters Score -6117070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -6117062.500000 Penalty: 1076.479858
	Iteration 61Q: 3 clusters Score -6117062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -6117057.500000 Penalty: 1076.479858
	Iteration 62Q: 3 clusters Score -6117058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6117062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -6117059.000000 Penalty: 1076.479858
	Iteration 64Q: 3 clusters Score -6117059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -6117066.000000 Penalty: 1076.479858
	Iteration 65Q: 3 clusters Score -6117066 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -6117073.000000 Penalty: 1076.479858
	Iteration 66Q: 3 clusters Score -6117073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -6117074.500000 Penalty: 1076.479858
	Iteration 67Q: 3 clusters Score -6117074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -6117079.000000 Penalty: 1076.479858
	Iteration 68Q: 3 clusters Score -6117079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -6117083.500000 Penalty: 1076.479858
	Iteration 69Q: 3 clusters Score -6117084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6117084 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6117080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -6117073.500000 Penalty: 1076.479858
	Iteration 72Q: 3 clusters Score -6117074 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -6117059.500000 Penalty: 1076.479858
	Iteration 73Q: 3 clusters Score -6117060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6117062 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6117060 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6117061 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6117059 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -6117051.500000 Penalty: 1076.479858
	Iteration 78Q: 3 clusters Score -6117052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6117050 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -6117038.000000 Penalty: 1076.479858
	Iteration 80F: 3 clusters Score -6117038 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -6117049.500000 Penalty: 1076.479858
	Iteration 81Q: 3 clusters Score -6117050 nChanged 30
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Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6117039 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -6117031.500000 Penalty: 1076.479858
	Iteration 83Q: 3 clusters Score -6117032 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6117028 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6117030 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -6117026.500000 Penalty: 1076.479858
	Iteration 86Q: 3 clusters Score -6117026 nChanged 23
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Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6117028 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6117038 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -6117040.500000 Penalty: 1076.479858
	Iteration 89Q: 3 clusters Score -6117040 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -6117041.000000 Penalty: 1076.479858
	Iteration 90Q: 3 clusters Score -6117041 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6117038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -6117033.500000 Penalty: 1076.479858
	Iteration 92Q: 3 clusters Score -6117034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -6117037.000000 Penalty: 1076.479858
	Iteration 93Q: 3 clusters Score -6117037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6117038 nChanged 25
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Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6117031 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6117028 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6117034 nChanged 28
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6117029 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6117032 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6117034 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6117035 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6117026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6117034 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6117036 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6117028 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6117020 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6117020 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6117024 nChanged 36
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6117028 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6117034 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6117029 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6117033 nChanged 30
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Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6117034 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6117038 nChanged 32
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Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6117038 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6117026 nChanged 33
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Mstep: Class 1 contains 68796 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6117028 nChanged 35
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Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6117034 nChanged 36
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Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6117024 nChanged 25
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Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6117024 nChanged 19
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Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6117028 nChanged 20
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Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6117026 nChanged 26
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Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6117022 nChanged 30
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Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6117030 nChanged 32
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Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6117044 nChanged 28
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6117056 nChanged 39
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Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6117053 nChanged 43
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6117060 nChanged 47
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Mstep: Class 2 contains 68059 members 
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	Iteration 129Q: 3 clusters Score -6117070 nChanged 36
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Mstep: Class 1 contains 69212 members 
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	Iteration 130Q: 3 clusters Score -6117072 nChanged 43
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Mstep: Class 2 contains 67980 members 
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	Iteration 131Q: 3 clusters Score -6117067 nChanged 37
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	Iteration 132Q: 3 clusters Score -6117068 nChanged 36
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6117076 nChanged 33
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6117073 nChanged 36
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	Iteration 135Q: 3 clusters Score -6117094 nChanged 40
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Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6117092 nChanged 36
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	Iteration 137Q: 3 clusters Score -6117090 nChanged 41
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	Iteration 138Q: 3 clusters Score -6117098 nChanged 45
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	Iteration 139Q: 3 clusters Score -6117096 nChanged 47
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	Iteration 140F: 3 clusters Score -6117094 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 67581 members 
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	Iteration 141Q: 3 clusters Score -6117097 nChanged 37
Entering Unmasked Mstep 
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	Iteration 142Q: 3 clusters Score -6117103 nChanged 25
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Mstep: Class 2 contains 67519 members 
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	Iteration 143Q: 3 clusters Score -6117100 nChanged 24
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Mstep: Class 2 contains 67495 members 
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	Iteration 144Q: 3 clusters Score -6117094 nChanged 31
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	Iteration 145Q: 3 clusters Score -6117090 nChanged 22
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	Iteration 146Q: 3 clusters Score -6117091 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6117085 nChanged 21
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Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6117088 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6117082 nChanged 15
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Mstep: Class 2 contains 67371 members 
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	Iteration 150Q: 3 clusters Score -6117086 nChanged 17
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Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 67354 members 
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	Iteration 151Q: 3 clusters Score -6117093 nChanged 18
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	Iteration 152Q: 3 clusters Score -6117088 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6117080 nChanged 19
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Mstep: Class 2 contains 67290 members 
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	Iteration 154Q: 3 clusters Score -6117087 nChanged 15
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	Iteration 155Q: 3 clusters Score -6117086 nChanged 20
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	Iteration 156Q: 3 clusters Score -6117086 nChanged 20
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Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 67235 members 
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	Iteration 157Q: 3 clusters Score -6117084 nChanged 20
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Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 67215 members 
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	Iteration 158Q: 3 clusters Score -6117087 nChanged 21
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Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 67194 members 
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	Iteration 159Q: 3 clusters Score -6117084 nChanged 17
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Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 67177 members 
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	Iteration 160F: 3 clusters Score -6117079 nChanged 9
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Mstep: Class 1 contains 70067 members 
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	Iteration 161Q: 3 clusters Score -6117084 nChanged 14
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Mstep: Class 1 contains 70081 members 
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	Iteration 162Q: 3 clusters Score -6117076 nChanged 11
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Mstep: Class 1 contains 70092 members 
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	Iteration 163Q: 3 clusters Score -6117083 nChanged 18
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	Iteration 164Q: 3 clusters Score -6117080 nChanged 22
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	Iteration 165Q: 3 clusters Score -6117071 nChanged 24
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	Iteration 166Q: 3 clusters Score -6117072 nChanged 23
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	Iteration 167Q: 3 clusters Score -6117064 nChanged 29
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	Iteration 168Q: 3 clusters Score -6117068 nChanged 19
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	Iteration 169Q: 3 clusters Score -6117080 nChanged 20
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	Iteration 170Q: 3 clusters Score -6117075 nChanged 14
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	Iteration 171Q: 3 clusters Score -6117076 nChanged 16
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	Iteration 172Q: 3 clusters Score -6117078 nChanged 12
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	Iteration 173Q: 3 clusters Score -6117069 nChanged 16
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	Iteration 174Q: 3 clusters Score -6117070 nChanged 16
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	Iteration 175Q: 3 clusters Score -6117068 nChanged 23
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Mstep: Class 2 contains 66891 members 
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	Iteration 176Q: 3 clusters Score -6117078 nChanged 21
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	Iteration 177Q: 3 clusters Score -6117082 nChanged 16
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	Iteration 178Q: 3 clusters Score -6117084 nChanged 10
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	Iteration 179Q: 3 clusters Score -6117082 nChanged 15
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	Iteration 180F: 3 clusters Score -6117086 nChanged 11
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	Iteration 181Q: 3 clusters Score -6117090 nChanged 10
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	Iteration 182Q: 3 clusters Score -6117084 nChanged 7
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	Iteration 183Q: 3 clusters Score -6117084 nChanged 3
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Mstep: Class 1 contains 70435 members 
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	Iteration 184Q: 3 clusters Score -6117082 nChanged 5
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	Iteration 185Q: 3 clusters Score -6117086 nChanged 9
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	Iteration 186Q: 3 clusters Score -6117092 nChanged 1
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	Iteration 187Q: 3 clusters Score -6117091 nChanged 2
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	Iteration 188Q: 3 clusters Score -6117092 nChanged 1
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	Iteration 189Q: 3 clusters Score -6117092 nChanged 1
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	Iteration 190Q: 3 clusters Score -6117094 nChanged 0
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	Iteration 191F: 3 clusters Score -6117094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Entering Unmasked Estep 
Score: -453897.250000 Penalty: 420.723602
	Iteration 0F: 2 clusters Score -453897.2 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 5247 members 
Entering Unmasked Estep 
Score: -446896.656250 Penalty: 841.447205
	Iteration 0F: 3 clusters Score -446896.7 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -449688.812500 Penalty: 841.447205
	Iteration 1F: 3 clusters Score -449688.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -449937.406250 Penalty: 841.447205
	Iteration 2F: 3 clusters Score -449937.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -450354.375000 Penalty: 841.447205
	Iteration 3F: 3 clusters Score -450354.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -451041.718750 Penalty: 841.447205
	Iteration 4F: 3 clusters Score -451041.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -452008.593750 Penalty: 841.447205
	Iteration 5F: 3 clusters Score -452008.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -452911.906250 Penalty: 841.447205
	Iteration 6F: 3 clusters Score -452911.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -453348.187500 Penalty: 841.447205
	Iteration 7Q: 3 clusters Score -453348.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -453481.687500 Penalty: 841.447205
	Iteration 8Q: 3 clusters Score -453481.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -453523.250000 Penalty: 841.447205
	Iteration 9Q: 3 clusters Score -453523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -453531.875000 Penalty: 841.447205
	Iteration 10Q: 3 clusters Score -453531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -453531.875000 Penalty: 841.447205
	Iteration 11F: 3 clusters Score -453531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Entering Unmasked Estep 
Score: -7697739.000000 Penalty: 549.341675
	Iteration 0F: 2 clusters Score -7697739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -7578990.500000 Penalty: 1098.683350
	Iteration 0F: 3 clusters Score -7578990 nChanged 86116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -7632476.000000 Penalty: 1098.683350
	Iteration 1F: 3 clusters Score -7632476 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -7636179.000000 Penalty: 1098.683350
	Iteration 2F: 3 clusters Score -7636179 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -7642539.000000 Penalty: 1098.683350
	Iteration 3F: 3 clusters Score -7642539 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -7652408.500000 Penalty: 1098.683350
	Iteration 4F: 3 clusters Score -7652408 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7665020.500000 Penalty: 1098.683350
	Iteration 5F: 3 clusters Score -7665020 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7676583.000000 Penalty: 1098.683350
	Iteration 6F: 3 clusters Score -7676583 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -7684220.000000 Penalty: 1098.683350
	Iteration 7Q: 3 clusters Score -7684220 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -7688491.500000 Penalty: 1098.683350
	Iteration 8Q: 3 clusters Score -7688492 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7691106.000000 Penalty: 1098.683350
	Iteration 9Q: 3 clusters Score -7691106 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -7693030.000000 Penalty: 1098.683350
	Iteration 10Q: 3 clusters Score -7693030 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7694450.500000 Penalty: 1098.683350
	Iteration 11Q: 3 clusters Score -7694450 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7695468.500000 Penalty: 1098.683350
	Iteration 12Q: 3 clusters Score -7695468 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173495 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7696137.500000 Penalty: 1098.683350
	Iteration 13Q: 3 clusters Score -7696138 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7696560.500000 Penalty: 1098.683350
	Iteration 14Q: 3 clusters Score -7696560 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174461 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7696840.500000 Penalty: 1098.683350
	Iteration 15Q: 3 clusters Score -7696840 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174719 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7697025.500000 Penalty: 1098.683350
	Iteration 16Q: 3 clusters Score -7697026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174870 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7697106.500000 Penalty: 1098.683350
	Iteration 17Q: 3 clusters Score -7697106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174948 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7697155.500000 Penalty: 1098.683350
	Iteration 18Q: 3 clusters Score -7697156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7697198.000000 Penalty: 1098.683350
	Iteration 19Q: 3 clusters Score -7697198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175015 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7697214.500000 Penalty: 1098.683350
	Iteration 20F: 3 clusters Score -7697214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7697218.000000 Penalty: 1098.683350
	Iteration 21Q: 3 clusters Score -7697218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7697224.500000 Penalty: 1098.683350
	Iteration 22Q: 3 clusters Score -7697224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175054 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7697237.500000 Penalty: 1098.683350
	Iteration 23Q: 3 clusters Score -7697238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7697259.500000 Penalty: 1098.683350
	Iteration 24Q: 3 clusters Score -7697260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175070 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7697272.000000 Penalty: 1098.683350
	Iteration 25Q: 3 clusters Score -7697272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7697279.500000 Penalty: 1098.683350
	Iteration 26Q: 3 clusters Score -7697280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7697290.500000 Penalty: 1098.683350
	Iteration 27Q: 3 clusters Score -7697290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7697292.500000 Penalty: 1098.683350
	Iteration 28Q: 3 clusters Score -7697292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7697298.000000 Penalty: 1098.683350
	Iteration 29Q: 3 clusters Score -7697298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7697298.000000 Penalty: 1098.683350
	Iteration 30F: 3 clusters Score -7697298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -25902.835938 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -25902.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25336.943359 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -25336.94 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25456.636719 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -25456.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25477.781250 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -25477.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25494.166016 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -25494.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25512.060547 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -25512.06 nChanged 21
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: -25526.347656 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -25526.35 nChanged 20
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: -25538.724609 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -25538.72 nChanged 15
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: -25546.718750 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -25546.72 nChanged 11
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: -25553.218750 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -25553.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25561.750000 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -25561.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25567.064453 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -25567.06 nChanged 9
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: -25572.710938 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -25572.71 nChanged 7
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: -25575.824219 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -25575.82 nChanged 8
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: -25583.367188 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -25583.37 nChanged 8
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: -25590.859375 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -25590.86 nChanged 7
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: -25594.855469 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -25594.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25599.990234 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -25599.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25609.228516 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -25609.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25623.544922 Penalty: 582.120605
	Iteration 18Q: 3 clusters Score -25623.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25630.349609 Penalty: 582.120605
	Iteration 19Q: 3 clusters Score -25630.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -25633.044922 Penalty: 582.120605
	Iteration 20F: 3 clusters Score -25633.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25636.423828 Penalty: 582.120605
	Iteration 21Q: 3 clusters Score -25636.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25640.203125 Penalty: 582.120605
	Iteration 22Q: 3 clusters Score -25640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25642.601562 Penalty: 582.120605
	Iteration 23Q: 3 clusters Score -25642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25644.669922 Penalty: 582.120605
	Iteration 24Q: 3 clusters Score -25644.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -25646.468750 Penalty: 582.120605
	Iteration 25Q: 3 clusters Score -25646.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25648.214844 Penalty: 582.120605
	Iteration 26Q: 3 clusters Score -25648.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25649.167969 Penalty: 582.120605
	Iteration 27Q: 3 clusters Score -25649.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25651.583984 Penalty: 582.120605
	Iteration 28Q: 3 clusters Score -25651.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25655.240234 Penalty: 582.120605
	Iteration 29Q: 3 clusters Score -25655.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -25658.517578 Penalty: 582.120605
	Iteration 30Q: 3 clusters Score -25658.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25659.568359 Penalty: 582.120605
	Iteration 31Q: 3 clusters Score -25659.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25659.990234 Penalty: 582.120605
	Iteration 32Q: 3 clusters Score -25659.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25661.453125 Penalty: 582.120605
	Iteration 33Q: 3 clusters Score -25661.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25661.687500 Penalty: 582.120605
	Iteration 34Q: 3 clusters Score -25661.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25661.804688 Penalty: 582.120605
	Iteration 35Q: 3 clusters Score -25661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25661.804688 Penalty: 582.120605
	Iteration 36F: 3 clusters Score -25661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -52394.332031 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -52394.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -51427.875000 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -51427.88 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51688.605469 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -51688.61 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -51740.222656 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -51740.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -51778.519531 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -51778.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -51811.460938 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -51811.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -51850.746094 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -51850.75 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -51909.289062 Penalty: 648.838928
	Iteration 6F: 3 clusters Score -51909.29 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -51999.265625 Penalty: 648.838928
	Iteration 7F: 3 clusters Score -51999.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -52068.851562 Penalty: 648.838928
	Iteration 8F: 3 clusters Score -52068.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -52115.660156 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -52115.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -52159.875000 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -52159.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -52181.960938 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -52181.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -52196.031250 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -52196.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -52205.355469 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -52205.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -52216.863281 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -52216.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -52221.195312 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -52221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -52221.195312 Penalty: 648.838928
	Iteration 16F: 3 clusters Score -52221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -235778.812500 Penalty: 391.678223
	Iteration 0F: 2 clusters Score -235778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -232083.843750 Penalty: 783.356445
	Iteration 0F: 3 clusters Score -232083.8 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -233521.531250 Penalty: 783.356445
	Iteration 1F: 3 clusters Score -233521.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -233622.687500 Penalty: 783.356445
	Iteration 2Q: 3 clusters Score -233622.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -233712.562500 Penalty: 783.356445
	Iteration 3Q: 3 clusters Score -233712.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -233807.000000 Penalty: 783.356445
	Iteration 4Q: 3 clusters Score -233807 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -233927.859375 Penalty: 783.356445
	Iteration 5Q: 3 clusters Score -233927.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -234059.375000 Penalty: 783.356445
	Iteration 6Q: 3 clusters Score -234059.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -234241.812500 Penalty: 783.356445
	Iteration 7Q: 3 clusters Score -234241.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -234466.406250 Penalty: 783.356445
	Iteration 8F: 3 clusters Score -234466.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -234648.171875 Penalty: 783.356445
	Iteration 9Q: 3 clusters Score -234648.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -234789.625000 Penalty: 783.356445
	Iteration 10Q: 3 clusters Score -234789.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -234921.765625 Penalty: 783.356445
	Iteration 11Q: 3 clusters Score -234921.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -235051.281250 Penalty: 783.356445
	Iteration 12Q: 3 clusters Score -235051.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -235172.968750 Penalty: 783.356445
	Iteration 13Q: 3 clusters Score -235173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -235249.406250 Penalty: 783.356445
	Iteration 14Q: 3 clusters Score -235249.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -235310.734375 Penalty: 783.356445
	Iteration 15Q: 3 clusters Score -235310.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -235351.390625 Penalty: 783.356445
	Iteration 16Q: 3 clusters Score -235351.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -235373.468750 Penalty: 783.356445
	Iteration 17Q: 3 clusters Score -235373.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -235394.281250 Penalty: 783.356445
	Iteration 18Q: 3 clusters Score -235394.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -235406.156250 Penalty: 783.356445
	Iteration 19Q: 3 clusters Score -235406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -235408.140625 Penalty: 783.356445
	Iteration 20F: 3 clusters Score -235408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -235412.578125 Penalty: 783.356445
	Iteration 21Q: 3 clusters Score -235412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -235416.171875 Penalty: 783.356445
	Iteration 22Q: 3 clusters Score -235416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -235417.578125 Penalty: 783.356445
	Iteration 23Q: 3 clusters Score -235417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -235418.203125 Penalty: 783.356445
	Iteration 24Q: 3 clusters Score -235418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -235419.593750 Penalty: 783.356445
	Iteration 25Q: 3 clusters Score -235419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -235421.875000 Penalty: 783.356445
	Iteration 26Q: 3 clusters Score -235421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -235422.078125 Penalty: 783.356445
	Iteration 27Q: 3 clusters Score -235422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -235423.140625 Penalty: 783.356445
	Iteration 28Q: 3 clusters Score -235423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -235423.734375 Penalty: 783.356445
	Iteration 29Q: 3 clusters Score -235423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -235423.953125 Penalty: 783.356445
	Iteration 30Q: 3 clusters Score -235424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -235425.390625 Penalty: 783.356445
	Iteration 31Q: 3 clusters Score -235425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -235425.578125 Penalty: 783.356445
	Iteration 32Q: 3 clusters Score -235425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -235425.718750 Penalty: 783.356445
	Iteration 33Q: 3 clusters Score -235425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -235425.718750 Penalty: 783.356445
	Iteration 34F: 3 clusters Score -235425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (248583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248583 members 
Entering Unmasked Estep 
Score: -11123966.000000 Penalty: 565.270752
	Iteration 0F: 2 clusters Score -1.112397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124164 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -10955003.000000 Penalty: 1130.541504
	Iteration 0F: 3 clusters Score -1.0955e+07 nChanged 122823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -11030037.000000 Penalty: 1130.541504
	Iteration 1F: 3 clusters Score -1.103004e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 144101 members 
Entering Unmasked Estep 
Score: -11033548.000000 Penalty: 1130.541504
	Iteration 2Q: 3 clusters Score -1.103355e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -11039889.000000 Penalty: 1130.541504
	Iteration 3F: 3 clusters Score -1.103989e+07 nChanged 16636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -11050680.000000 Penalty: 1130.541504
	Iteration 4F: 3 clusters Score -1.105068e+07 nChanged 20208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 191662 members 
Entering Unmasked Estep 
Score: -11067531.000000 Penalty: 1130.541504
	Iteration 5F: 3 clusters Score -1.106753e+07 nChanged 20807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 212353 members 
Entering Unmasked Estep 
Score: -11087851.000000 Penalty: 1130.541504
	Iteration 6F: 3 clusters Score -1.108785e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 228966 members 
Entering Unmasked Estep 
Score: -11104963.000000 Penalty: 1130.541504
	Iteration 7F: 3 clusters Score -1.110496e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 238691 members 
Entering Unmasked Estep 
Score: -11114838.000000 Penalty: 1130.541504
	Iteration 8Q: 3 clusters Score -1.111484e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 243417 members 
Entering Unmasked Estep 
Score: -11119293.000000 Penalty: 1130.541504
	Iteration 9Q: 3 clusters Score -1.111929e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 245613 members 
Entering Unmasked Estep 
Score: -11121343.000000 Penalty: 1130.541504
	Iteration 10Q: 3 clusters Score -1.112134e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 246681 members 
Entering Unmasked Estep 
Score: -11122191.000000 Penalty: 1130.541504
	Iteration 11Q: 3 clusters Score -1.112219e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 247246 members 
Entering Unmasked Estep 
Score: -11122726.000000 Penalty: 1130.541504
	Iteration 12Q: 3 clusters Score -1.112273e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 247554 members 
Entering Unmasked Estep 
Score: -11122914.000000 Penalty: 1130.541504
	Iteration 13Q: 3 clusters Score -1.112291e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 247761 members 
Entering Unmasked Estep 
Score: -11123095.000000 Penalty: 1130.541504
	Iteration 14Q: 3 clusters Score -1.11231e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 247894 members 
Entering Unmasked Estep 
Score: -11123181.000000 Penalty: 1130.541504
	Iteration 15Q: 3 clusters Score -1.112318e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 247992 members 
Entering Unmasked Estep 
Score: -11123237.000000 Penalty: 1130.541504
	Iteration 16Q: 3 clusters Score -1.112324e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 248068 members 
Entering Unmasked Estep 
Score: -11123290.000000 Penalty: 1130.541504
	Iteration 17Q: 3 clusters Score -1.112329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 248114 members 
Entering Unmasked Estep 
Score: -11123331.000000 Penalty: 1130.541504
	Iteration 18Q: 3 clusters Score -1.112333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 248147 members 
Entering Unmasked Estep 
Score: -11123345.000000 Penalty: 1130.541504
	Iteration 19Q: 3 clusters Score -1.112334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 248172 members 
Entering Unmasked Estep 
Score: -11123369.000000 Penalty: 1130.541504
	Iteration 20F: 3 clusters Score -1.112337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 248196 members 
Entering Unmasked Estep 
Score: -11123397.000000 Penalty: 1130.541504
	Iteration 21Q: 3 clusters Score -1.11234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248214 members 
Entering Unmasked Estep 
Score: -11123422.000000 Penalty: 1130.541504
	Iteration 22Q: 3 clusters Score -1.112342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248227 members 
Entering Unmasked Estep 
Score: -11123432.000000 Penalty: 1130.541504
	Iteration 23Q: 3 clusters Score -1.112343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248237 members 
Entering Unmasked Estep 
Score: -11123443.000000 Penalty: 1130.541504
	Iteration 24Q: 3 clusters Score -1.112344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 248245 members 
Entering Unmasked Estep 
Score: -11123454.000000 Penalty: 1130.541504
	Iteration 25Q: 3 clusters Score -1.112345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 248251 members 
Entering Unmasked Estep 
Score: -11123463.000000 Penalty: 1130.541504
	Iteration 26Q: 3 clusters Score -1.112346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 248261 members 
Entering Unmasked Estep 
Score: -11123456.000000 Penalty: 1130.541504
	Iteration 27Q: 3 clusters Score -1.112346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248271 members 
Entering Unmasked Estep 
Score: -11123471.000000 Penalty: 1130.541504
	Iteration 28Q: 3 clusters Score -1.112347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248277 members 
Entering Unmasked Estep 
Score: -11123482.000000 Penalty: 1130.541504
	Iteration 29Q: 3 clusters Score -1.112348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 248283 members 
Entering Unmasked Estep 
Score: -11123477.000000 Penalty: 1130.541504
	Iteration 30Q: 3 clusters Score -1.112348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248289 members 
Entering Unmasked Estep 
Score: -11123477.000000 Penalty: 1130.541504
	Iteration 31Q: 3 clusters Score -1.112348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248294 members 
Entering Unmasked Estep 
Score: -11123487.000000 Penalty: 1130.541504
	Iteration 32Q: 3 clusters Score -1.112349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248302 members 
Entering Unmasked Estep 
Score: -11123485.000000 Penalty: 1130.541504
	Iteration 33Q: 3 clusters Score -1.112348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 248305 members 
Entering Unmasked Estep 
Score: -11123482.000000 Penalty: 1130.541504
	Iteration 34Q: 3 clusters Score -1.112348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248303 members 
Entering Unmasked Estep 
Score: -11123484.000000 Penalty: 1130.541504
	Iteration 35Q: 3 clusters Score -1.112348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248302 members 
Entering Unmasked Estep 
Score: -11123487.000000 Penalty: 1130.541504
	Iteration 36Q: 3 clusters Score -1.112349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 248305 members 
Entering Unmasked Estep 
Score: -11123488.000000 Penalty: 1130.541504
	Iteration 37Q: 3 clusters Score -1.112349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248306 members 
Entering Unmasked Estep 
Score: -11123491.000000 Penalty: 1130.541504
	Iteration 38Q: 3 clusters Score -1.112349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248308 members 
Entering Unmasked Estep 
Score: -11123500.000000 Penalty: 1130.541504
	Iteration 39Q: 3 clusters Score -1.11235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 248310 members 
Entering Unmasked Estep 
Score: -11123504.000000 Penalty: 1130.541504
	Iteration 40F: 3 clusters Score -1.11235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248307 members 
Entering Unmasked Estep 
Score: -11123498.000000 Penalty: 1130.541504
	Iteration 41Q: 3 clusters Score -1.11235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248307 members 
Entering Unmasked Estep 
Score: -11123502.000000 Penalty: 1130.541504
	Iteration 42Q: 3 clusters Score -1.11235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248307 members 
Entering Unmasked Estep 
Score: -11123502.000000 Penalty: 1130.541504
	Iteration 43F: 3 clusters Score -1.11235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -2813.787598 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -2813.788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2650.173584 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -2650.174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2727.770264 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -2727.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2751.158936 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -2751.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2752.768066 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -2752.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2752.768066 Penalty: 418.155914
	Iteration 4F: 3 clusters Score -2752.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (52381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Entering Unmasked Estep 
Score: -2340121.000000 Penalty: 494.416626
	Iteration 0F: 2 clusters Score -2340121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2305125.500000 Penalty: 988.833252
	Iteration 0F: 3 clusters Score -2305126 nChanged 25148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2320668.250000 Penalty: 988.833252
	Iteration 1F: 3 clusters Score -2320668 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2322110.500000 Penalty: 988.833252
	Iteration 2F: 3 clusters Score -2322110 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2324403.750000 Penalty: 988.833252
	Iteration 3F: 3 clusters Score -2324404 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2327792.250000 Penalty: 988.833252
	Iteration 4F: 3 clusters Score -2327792 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2331698.500000 Penalty: 988.833252
	Iteration 5F: 3 clusters Score -2331698 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2334591.000000 Penalty: 988.833252
	Iteration 6F: 3 clusters Score -2334591 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2336336.500000 Penalty: 988.833252
	Iteration 7Q: 3 clusters Score -2336336 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2337339.750000 Penalty: 988.833252
	Iteration 8Q: 3 clusters Score -2337340 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2338092.000000 Penalty: 988.833252
	Iteration 9Q: 3 clusters Score -2338092 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2338615.000000 Penalty: 988.833252
	Iteration 10Q: 3 clusters Score -2338615 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2338999.000000 Penalty: 988.833252
	Iteration 11Q: 3 clusters Score -2338999 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2339292.250000 Penalty: 988.833252
	Iteration 12Q: 3 clusters Score -2339292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2339489.000000 Penalty: 988.833252
	Iteration 13Q: 3 clusters Score -2339489 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2339582.250000 Penalty: 988.833252
	Iteration 14Q: 3 clusters Score -2339582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2339615.750000 Penalty: 988.833252
	Iteration 15Q: 3 clusters Score -2339616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2339638.000000 Penalty: 988.833252
	Iteration 16Q: 3 clusters Score -2339638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2339649.500000 Penalty: 988.833252
	Iteration 17Q: 3 clusters Score -2339650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2339651.500000 Penalty: 988.833252
	Iteration 18Q: 3 clusters Score -2339652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2339652.750000 Penalty: 988.833252
	Iteration 19Q: 3 clusters Score -2339653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2339654.000000 Penalty: 988.833252
	Iteration 20F: 3 clusters Score -2339654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2339654.500000 Penalty: 988.833252
	Iteration 21Q: 3 clusters Score -2339654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2339656.750000 Penalty: 988.833252
	Iteration 22Q: 3 clusters Score -2339657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2339659.500000 Penalty: 988.833252
	Iteration 23Q: 3 clusters Score -2339660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2339661.750000 Penalty: 988.833252
	Iteration 24Q: 3 clusters Score -2339662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2339667.500000 Penalty: 988.833252
	Iteration 25Q: 3 clusters Score -2339668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2339670.750000 Penalty: 988.833252
	Iteration 26Q: 3 clusters Score -2339671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2339674.250000 Penalty: 988.833252
	Iteration 27Q: 3 clusters Score -2339674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2339674.000000 Penalty: 988.833252
	Iteration 28Q: 3 clusters Score -2339674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2339674.500000 Penalty: 988.833252
	Iteration 29Q: 3 clusters Score -2339674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2339674.500000 Penalty: 988.833252
	Iteration 30F: 3 clusters Score -2339674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 283713 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24773 members 
Mstep: Class 8 contains 20174 members 
Mstep: Class 9 contains 12926 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37153 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 16 contains 50514 members 
Mstep: Class 17 contains 137235 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 175158 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 248583 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956200.000000 Penalty: 13939.103516
Iteration 439Q: 23 clusters Score -4.69562e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 282950 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24774 members 
Mstep: Class 8 contains 20197 members 
Mstep: Class 9 contains 12926 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37095 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7581 members 
Mstep: Class 16 contains 50586 members 
Mstep: Class 17 contains 137972 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 173385 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 250171 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956044.000000 Penalty: 13939.103516
Iteration 440F: 23 clusters Score -4.695604e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 282199 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 24770 members 
Mstep: Class 8 contains 20226 members 
Mstep: Class 9 contains 12925 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 37036 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 16 contains 50663 members 
Mstep: Class 17 contains 138674 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 171568 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 251807 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956056.000000 Penalty: 13939.103516
Iteration 441Q: 23 clusters Score -4.695606e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 281421 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 8 contains 20247 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 36979 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7613 members 
Mstep: Class 16 contains 50737 members 
Mstep: Class 17 contains 139385 members 
Mstep: Class 18 contains 10364 members 
Mstep: Class 19 contains 169748 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 253482 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 52879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956060.000000 Penalty: 13939.103516
Iteration 442Q: 23 clusters Score -4.695606e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 280540 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 8 contains 20278 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 36927 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 16 contains 50817 members 
Mstep: Class 17 contains 140086 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 167965 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 255228 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956160.000000 Penalty: 13939.103516
Iteration 443Q: 23 clusters Score -4.695616e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 279668 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 36885 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 16 contains 50909 members 
Mstep: Class 17 contains 140735 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 166238 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 256932 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956236.000000 Penalty: 13939.103516
Iteration 444Q: 23 clusters Score -4.695624e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 278811 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24739 members 
Mstep: Class 8 contains 20306 members 
Mstep: Class 9 contains 12942 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 36846 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 16 contains 51000 members 
Mstep: Class 17 contains 141444 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 164509 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 258574 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956304.000000 Penalty: 13939.103516
Iteration 445Q: 23 clusters Score -4.69563e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 277901 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24730 members 
Mstep: Class 8 contains 20321 members 
Mstep: Class 9 contains 12961 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 36777 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 16 contains 51063 members 
Mstep: Class 17 contains 142208 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 162888 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 260123 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956544.000000 Penalty: 13939.103516
Iteration 446Q: 23 clusters Score -4.695654e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 277062 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24724 members 
Mstep: Class 8 contains 20337 members 
Mstep: Class 9 contains 12973 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 36706 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 16 contains 51133 members 
Mstep: Class 17 contains 142973 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 161275 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 5512 members 
Mstep: Class 23 contains 261584 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956744.000000 Penalty: 13939.103516
Iteration 447Q: 23 clusters Score -4.695674e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 276204 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24720 members 
Mstep: Class 8 contains 20369 members 
Mstep: Class 9 contains 12985 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 36630 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 16 contains 51205 members 
Mstep: Class 17 contains 143681 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 159695 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 263078 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 53872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956532.000000 Penalty: 13939.103516
Iteration 448Q: 23 clusters Score -4.695653e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 275252 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 8 contains 20407 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 36547 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 16 contains 51269 members 
Mstep: Class 17 contains 144328 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 158153 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 264705 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 54074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956596.000000 Penalty: 13939.103516
Iteration 449Q: 23 clusters Score -4.69566e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 274283 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24709 members 
Mstep: Class 8 contains 20450 members 
Mstep: Class 9 contains 13011 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 36489 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 16 contains 51309 members 
Mstep: Class 17 contains 144988 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 156660 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 5518 members 
Mstep: Class 23 contains 266272 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 54260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956932.000000 Penalty: 13939.103516
Iteration 450Q: 23 clusters Score -4.695693e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 273255 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24704 members 
Mstep: Class 8 contains 20483 members 
Mstep: Class 9 contains 13025 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 36428 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7715 members 
Mstep: Class 16 contains 51359 members 
Mstep: Class 17 contains 145626 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 155167 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 267926 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 54445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956892.000000 Penalty: 13939.103516
Iteration 451Q: 23 clusters Score -4.695689e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 272070 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 16 contains 51392 members 
Mstep: Class 17 contains 146175 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 153782 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 269743 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 54629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956916.000000 Penalty: 13939.103516
Iteration 452Q: 23 clusters Score -4.695692e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 270787 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24697 members 
Mstep: Class 8 contains 20518 members 
Mstep: Class 9 contains 13072 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 36298 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 16 contains 51428 members 
Mstep: Class 17 contains 146720 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 152428 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 5532 members 
Mstep: Class 23 contains 271622 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 54819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956688.000000 Penalty: 13939.103516
Iteration 453Q: 23 clusters Score -4.695669e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 269580 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24694 members 
Mstep: Class 8 contains 20524 members 
Mstep: Class 9 contains 13097 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7757 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 147306 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 151083 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 273380 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956860.000000 Penalty: 13939.103516
Iteration 454Q: 23 clusters Score -4.695686e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 268165 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24691 members 
Mstep: Class 8 contains 20530 members 
Mstep: Class 9 contains 13114 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 36144 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7769 members 
Mstep: Class 16 contains 51534 members 
Mstep: Class 17 contains 147925 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 149794 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 275270 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956872.000000 Penalty: 13939.103516
Iteration 455Q: 23 clusters Score -4.695687e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 266756 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24690 members 
Mstep: Class 8 contains 20539 members 
Mstep: Class 9 contains 13132 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 36077 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7782 members 
Mstep: Class 16 contains 51577 members 
Mstep: Class 17 contains 148547 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 148551 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 5532 members 
Mstep: Class 23 contains 277110 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956916.000000 Penalty: 13939.103516
Iteration 456Q: 23 clusters Score -4.695692e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 265235 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24689 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 13160 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 36014 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7789 members 
Mstep: Class 16 contains 51616 members 
Mstep: Class 17 contains 149197 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 147321 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 5535 members 
Mstep: Class 23 contains 279027 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956712.000000 Penalty: 13939.103516
Iteration 457Q: 23 clusters Score -4.695671e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 263620 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24682 members 
Mstep: Class 8 contains 20547 members 
Mstep: Class 9 contains 13178 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 35965 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 16 contains 51666 members 
Mstep: Class 17 contains 149793 members 
Mstep: Class 18 contains 10304 members 
Mstep: Class 19 contains 146153 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 281067 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956740.000000 Penalty: 13939.103516
Iteration 458Q: 23 clusters Score -4.695674e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 262160 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 8 contains 20552 members 
Mstep: Class 9 contains 13191 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 35920 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 16 contains 51709 members 
Mstep: Class 17 contains 150373 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 144925 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 282984 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 55911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956564.000000 Penalty: 13939.103516
Iteration 459Q: 23 clusters Score -4.695656e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 260850 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 8 contains 20547 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 35880 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 16 contains 51750 members 
Mstep: Class 17 contains 150929 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 143638 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 284843 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956208.000000 Penalty: 13939.103516
Iteration 460F: 23 clusters Score -4.695621e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 259425 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24661 members 
Mstep: Class 8 contains 20544 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 35841 members 
Mstep: Class 12 contains 5099 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7830 members 
Mstep: Class 16 contains 51780 members 
Mstep: Class 17 contains 151451 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 142445 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 5544 members 
Mstep: Class 23 contains 286755 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955820.000000 Penalty: 13939.103516
Iteration 461Q: 23 clusters Score -4.695582e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 258120 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24653 members 
Mstep: Class 8 contains 20537 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 35818 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 16 contains 51799 members 
Mstep: Class 17 contains 151960 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 141218 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 288635 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955548.000000 Penalty: 13939.103516
Iteration 462Q: 23 clusters Score -4.695555e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 256923 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24643 members 
Mstep: Class 8 contains 20532 members 
Mstep: Class 9 contains 13235 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 16 contains 51824 members 
Mstep: Class 17 contains 152501 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 139989 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 290347 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955404.000000 Penalty: 13939.103516
Iteration 463Q: 23 clusters Score -4.69554e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 255738 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 8 contains 20536 members 
Mstep: Class 9 contains 13242 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 35776 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 7877 members 
Mstep: Class 16 contains 51835 members 
Mstep: Class 17 contains 153058 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 138813 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 5544 members 
Mstep: Class 23 contains 292007 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955288.000000 Penalty: 13939.103516
Iteration 464Q: 23 clusters Score -4.695529e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 254572 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24622 members 
Mstep: Class 8 contains 20521 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 35757 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 16 contains 51846 members 
Mstep: Class 17 contains 153564 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 137675 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 293670 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955108.000000 Penalty: 13939.103516
Iteration 465Q: 23 clusters Score -4.695511e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 253581 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 8 contains 20503 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 35728 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 16 contains 51851 members 
Mstep: Class 17 contains 154053 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 136456 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 295304 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 56964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954712.000000 Penalty: 13939.103516
Iteration 466Q: 23 clusters Score -4.695471e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 252736 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24608 members 
Mstep: Class 8 contains 20475 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 35710 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 7904 members 
Mstep: Class 16 contains 51847 members 
Mstep: Class 17 contains 154527 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 135253 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 296819 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954496.000000 Penalty: 13939.103516
Iteration 467Q: 23 clusters Score -4.69545e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 251841 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24602 members 
Mstep: Class 8 contains 20462 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 35691 members 
Mstep: Class 12 contains 5062 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 7924 members 
Mstep: Class 16 contains 51851 members 
Mstep: Class 17 contains 154910 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 134067 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 298433 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954260.000000 Penalty: 13939.103516
Iteration 468Q: 23 clusters Score -4.695426e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 250870 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 8 contains 20460 members 
Mstep: Class 9 contains 13312 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 35673 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 7944 members 
Mstep: Class 16 contains 51860 members 
Mstep: Class 17 contains 155301 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 132990 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 300011 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953728.000000 Penalty: 13939.103516
Iteration 469Q: 23 clusters Score -4.695373e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 250103 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 8 contains 20475 members 
Mstep: Class 9 contains 13325 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 35641 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 16 contains 51870 members 
Mstep: Class 17 contains 155631 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 131823 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 301518 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953100.000000 Penalty: 13939.103516
Iteration 470Q: 23 clusters Score -4.69531e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 249338 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24587 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 13333 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 35616 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 7962 members 
Mstep: Class 16 contains 51879 members 
Mstep: Class 17 contains 155954 members 
Mstep: Class 18 contains 10209 members 
Mstep: Class 19 contains 130711 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 302986 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952696.000000 Penalty: 13939.103516
Iteration 471Q: 23 clusters Score -4.69527e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 248744 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24586 members 
Mstep: Class 8 contains 20492 members 
Mstep: Class 9 contains 13354 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 16 contains 51879 members 
Mstep: Class 17 contains 156307 members 
Mstep: Class 18 contains 10200 members 
Mstep: Class 19 contains 129554 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 304283 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951948.000000 Penalty: 13939.103516
Iteration 472Q: 23 clusters Score -4.695195e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 248199 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24582 members 
Mstep: Class 8 contains 20501 members 
Mstep: Class 9 contains 13364 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 35556 members 
Mstep: Class 12 contains 4983 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 16 contains 51886 members 
Mstep: Class 17 contains 156558 members 
Mstep: Class 18 contains 10193 members 
Mstep: Class 19 contains 128393 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 5526 members 
Mstep: Class 23 contains 305631 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951556.000000 Penalty: 13939.103516
Iteration 473Q: 23 clusters Score -4.695156e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 247691 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24580 members 
Mstep: Class 8 contains 20516 members 
Mstep: Class 9 contains 13369 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 35522 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 16 contains 51885 members 
Mstep: Class 17 contains 156814 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 127278 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 5520 members 
Mstep: Class 23 contains 306894 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951148.000000 Penalty: 13939.103516
Iteration 474Q: 23 clusters Score -4.695115e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 247291 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24574 members 
Mstep: Class 8 contains 20514 members 
Mstep: Class 9 contains 13376 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 35500 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 16 contains 51882 members 
Mstep: Class 17 contains 157046 members 
Mstep: Class 18 contains 10183 members 
Mstep: Class 19 contains 126170 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 308081 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950796.000000 Penalty: 13939.103516
Iteration 475Q: 23 clusters Score -4.69508e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 247038 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24567 members 
Mstep: Class 8 contains 20518 members 
Mstep: Class 9 contains 13384 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 35472 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 16 contains 51885 members 
Mstep: Class 17 contains 157203 members 
Mstep: Class 18 contains 10173 members 
Mstep: Class 19 contains 124974 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 5520 members 
Mstep: Class 23 contains 309276 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 57952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950432.000000 Penalty: 13939.103516
Iteration 476Q: 23 clusters Score -4.695043e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 246863 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24563 members 
Mstep: Class 8 contains 20530 members 
Mstep: Class 9 contains 13397 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8070 members 
Mstep: Class 16 contains 51867 members 
Mstep: Class 17 contains 157325 members 
Mstep: Class 18 contains 10165 members 
Mstep: Class 19 contains 123811 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 310428 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949976.000000 Penalty: 13939.103516
Iteration 477Q: 23 clusters Score -4.694998e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 246769 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24553 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 35424 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 16 contains 51853 members 
Mstep: Class 17 contains 157406 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 122655 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 5514 members 
Mstep: Class 23 contains 311506 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949592.000000 Penalty: 13939.103516
Iteration 478Q: 23 clusters Score -4.694959e+07 nChanged 3161
Entering ConstructFrom: 
Score: -46949592.000000 Penalty: 13939.103516
Entering ConstructFrom: 
Trying to split cluster 1 (40370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Entering Unmasked Estep 
Score: -1638110.125000 Penalty: 482.565826
	Iteration 0F: 2 clusters Score -1638110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1611209.125000 Penalty: 965.131653
	Iteration 0F: 3 clusters Score -1611209 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1623801.000000 Penalty: 965.131653
	Iteration 1F: 3 clusters Score -1623801 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1625312.750000 Penalty: 965.131653
	Iteration 2F: 3 clusters Score -1625313 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1627434.000000 Penalty: 965.131653
	Iteration 3F: 3 clusters Score -1627434 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1630059.000000 Penalty: 965.131653
	Iteration 4F: 3 clusters Score -1630059 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1632767.000000 Penalty: 965.131653
	Iteration 5F: 3 clusters Score -1632767 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1635098.875000 Penalty: 965.131653
	Iteration 6F: 3 clusters Score -1635099 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1636532.375000 Penalty: 965.131653
	Iteration 7Q: 3 clusters Score -1636532 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1637170.750000 Penalty: 965.131653
	Iteration 8Q: 3 clusters Score -1637171 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1637458.750000 Penalty: 965.131653
	Iteration 9Q: 3 clusters Score -1637459 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1637576.000000 Penalty: 965.131653
	Iteration 10Q: 3 clusters Score -1637576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1637629.000000 Penalty: 965.131653
	Iteration 11Q: 3 clusters Score -1637629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1637658.125000 Penalty: 965.131653
	Iteration 12Q: 3 clusters Score -1637658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1637666.750000 Penalty: 965.131653
	Iteration 13Q: 3 clusters Score -1637667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1637672.125000 Penalty: 965.131653
	Iteration 14Q: 3 clusters Score -1637672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1637674.375000 Penalty: 965.131653
	Iteration 15Q: 3 clusters Score -1637674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1637676.250000 Penalty: 965.131653
	Iteration 16Q: 3 clusters Score -1637676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1637679.250000 Penalty: 965.131653
	Iteration 17Q: 3 clusters Score -1637679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1637679.125000 Penalty: 965.131653
	Iteration 18Q: 3 clusters Score -1637679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1637683.250000 Penalty: 965.131653
	Iteration 19Q: 3 clusters Score -1637683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1637687.375000 Penalty: 965.131653
	Iteration 20F: 3 clusters Score -1637687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1637690.000000 Penalty: 965.131653
	Iteration 21Q: 3 clusters Score -1637690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1637695.625000 Penalty: 965.131653
	Iteration 22Q: 3 clusters Score -1637696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1637700.250000 Penalty: 965.131653
	Iteration 23Q: 3 clusters Score -1637700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1637700.250000 Penalty: 965.131653
	Iteration 24F: 3 clusters Score -1637700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -45876.093750 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -45876.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -44997.980469 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -44997.98 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45252.699219 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -45252.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45301.871094 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -45301.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -45351.671875 Penalty: 636.447937
	Iteration 3F: 3 clusters Score -45351.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -45393.734375 Penalty: 636.447937
	Iteration 4Q: 3 clusters Score -45393.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -45434.972656 Penalty: 636.447937
	Iteration 5Q: 3 clusters Score -45434.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -45479.535156 Penalty: 636.447937
	Iteration 6Q: 3 clusters Score -45479.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -45529.675781 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -45529.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -45576.886719 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -45576.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -45606.550781 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -45606.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -45631.062500 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -45631.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -45651.601562 Penalty: 636.447937
	Iteration 11Q: 3 clusters Score -45651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -45661.867188 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -45661.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -45667.109375 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -45667.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -45671.613281 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -45671.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -45675.664062 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -45675.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -45678.882812 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -45678.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -45680.972656 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -45680.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -45682.535156 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -45682.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -45685.597656 Penalty: 636.447937
	Iteration 19Q: 3 clusters Score -45685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -45689.574219 Penalty: 636.447937
	Iteration 20F: 3 clusters Score -45689.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -45694.953125 Penalty: 636.447937
	Iteration 21Q: 3 clusters Score -45694.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -45700.496094 Penalty: 636.447937
	Iteration 22Q: 3 clusters Score -45700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -45702.132812 Penalty: 636.447937
	Iteration 23Q: 3 clusters Score -45702.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -45703.937500 Penalty: 636.447937
	Iteration 24Q: 3 clusters Score -45703.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -45705.269531 Penalty: 636.447937
	Iteration 25Q: 3 clusters Score -45705.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -45705.890625 Penalty: 636.447937
	Iteration 26Q: 3 clusters Score -45705.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -45707.027344 Penalty: 636.447937
	Iteration 27Q: 3 clusters Score -45707.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -45708.917969 Penalty: 636.447937
	Iteration 28Q: 3 clusters Score -45708.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -45710.500000 Penalty: 636.447937
	Iteration 29Q: 3 clusters Score -45710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -45710.738281 Penalty: 636.447937
	Iteration 30Q: 3 clusters Score -45710.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -45710.738281 Penalty: 636.447937
	Iteration 31F: 3 clusters Score -45710.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (246761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246761 members 
Entering Unmasked Estep 
Score: -10962959.000000 Penalty: 564.935974
	Iteration 0F: 2 clusters Score -1.096296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -10795211.000000 Penalty: 1129.871948
	Iteration 0F: 3 clusters Score -1.079521e+07 nChanged 121405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -10868822.000000 Penalty: 1129.871948
	Iteration 1F: 3 clusters Score -1.086882e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -10871885.000000 Penalty: 1129.871948
	Iteration 2Q: 3 clusters Score -1.087188e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 145105 members 
Entering Unmasked Estep 
Score: -10876149.000000 Penalty: 1129.871948
	Iteration 3Q: 3 clusters Score -1.087615e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -10882589.000000 Penalty: 1129.871948
	Iteration 4F: 3 clusters Score -1.088259e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -10893060.000000 Penalty: 1129.871948
	Iteration 5F: 3 clusters Score -1.089306e+07 nChanged 18440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 188976 members 
Entering Unmasked Estep 
Score: -10908491.000000 Penalty: 1129.871948
	Iteration 6F: 3 clusters Score -1.090849e+07 nChanged 18559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 207219 members 
Entering Unmasked Estep 
Score: -10926211.000000 Penalty: 1129.871948
	Iteration 7F: 3 clusters Score -1.092621e+07 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 222042 members 
Entering Unmasked Estep 
Score: -10940846.000000 Penalty: 1129.871948
	Iteration 8F: 3 clusters Score -1.094085e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 231876 members 
Entering Unmasked Estep 
Score: -10949777.000000 Penalty: 1129.871948
	Iteration 9Q: 3 clusters Score -1.094978e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 237834 members 
Entering Unmasked Estep 
Score: -10955232.000000 Penalty: 1129.871948
	Iteration 10Q: 3 clusters Score -1.095523e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 241439 members 
Entering Unmasked Estep 
Score: -10958341.000000 Penalty: 1129.871948
	Iteration 11Q: 3 clusters Score -1.095834e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 243672 members 
Entering Unmasked Estep 
Score: -10960166.000000 Penalty: 1129.871948
	Iteration 12Q: 3 clusters Score -1.096017e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 244934 members 
Entering Unmasked Estep 
Score: -10961176.000000 Penalty: 1129.871948
	Iteration 13Q: 3 clusters Score -1.096118e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 245642 members 
Entering Unmasked Estep 
Score: -10961788.000000 Penalty: 1129.871948
	Iteration 14Q: 3 clusters Score -1.096179e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 246076 members 
Entering Unmasked Estep 
Score: -10962088.000000 Penalty: 1129.871948
	Iteration 15Q: 3 clusters Score -1.096209e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 246282 members 
Entering Unmasked Estep 
Score: -10962243.000000 Penalty: 1129.871948
	Iteration 16Q: 3 clusters Score -1.096224e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 246389 members 
Entering Unmasked Estep 
Score: -10962291.000000 Penalty: 1129.871948
	Iteration 17Q: 3 clusters Score -1.096229e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246462 members 
Entering Unmasked Estep 
Score: -10962344.000000 Penalty: 1129.871948
	Iteration 18Q: 3 clusters Score -1.096234e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246508 members 
Entering Unmasked Estep 
Score: -10962372.000000 Penalty: 1129.871948
	Iteration 19Q: 3 clusters Score -1.096237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246540 members 
Entering Unmasked Estep 
Score: -10962402.000000 Penalty: 1129.871948
	Iteration 20F: 3 clusters Score -1.09624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246554 members 
Entering Unmasked Estep 
Score: -10962412.000000 Penalty: 1129.871948
	Iteration 21Q: 3 clusters Score -1.096241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246562 members 
Entering Unmasked Estep 
Score: -10962420.000000 Penalty: 1129.871948
	Iteration 22Q: 3 clusters Score -1.096242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 246570 members 
Entering Unmasked Estep 
Score: -10962422.000000 Penalty: 1129.871948
	Iteration 23Q: 3 clusters Score -1.096242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246575 members 
Entering Unmasked Estep 
Score: -10962419.000000 Penalty: 1129.871948
	Iteration 24Q: 3 clusters Score -1.096242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246576 members 
Entering Unmasked Estep 
Score: -10962422.000000 Penalty: 1129.871948
	Iteration 25Q: 3 clusters Score -1.096242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 246577 members 
Entering Unmasked Estep 
Score: -10962429.000000 Penalty: 1129.871948
	Iteration 26Q: 3 clusters Score -1.096243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 246580 members 
Entering Unmasked Estep 
Score: -10962430.000000 Penalty: 1129.871948
	Iteration 27Q: 3 clusters Score -1.096243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246585 members 
Entering Unmasked Estep 
Score: -10962426.000000 Penalty: 1129.871948
	Iteration 28Q: 3 clusters Score -1.096243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 246591 members 
Entering Unmasked Estep 
Score: -10962436.000000 Penalty: 1129.871948
	Iteration 29Q: 3 clusters Score -1.096244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246597 members 
Entering Unmasked Estep 
Score: -10962429.000000 Penalty: 1129.871948
	Iteration 30Q: 3 clusters Score -1.096243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 246602 members 
Entering Unmasked Estep 
Score: -10962433.000000 Penalty: 1129.871948
	Iteration 31Q: 3 clusters Score -1.096243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246604 members 
Entering Unmasked Estep 
Score: -10962431.000000 Penalty: 1129.871948
	Iteration 32Q: 3 clusters Score -1.096243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246605 members 
Entering Unmasked Estep 
Score: -10962432.000000 Penalty: 1129.871948
	Iteration 33Q: 3 clusters Score -1.096243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 246607 members 
Entering Unmasked Estep 
Score: -10962439.000000 Penalty: 1129.871948
	Iteration 34Q: 3 clusters Score -1.096244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 246609 members 
Entering Unmasked Estep 
Score: -10962438.000000 Penalty: 1129.871948
	Iteration 35Q: 3 clusters Score -1.096244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246612 members 
Entering Unmasked Estep 
Score: -10962434.000000 Penalty: 1129.871948
	Iteration 36Q: 3 clusters Score -1.096243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246615 members 
Entering Unmasked Estep 
Score: -10962438.000000 Penalty: 1129.871948
	Iteration 37Q: 3 clusters Score -1.096244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246615 members 
Entering Unmasked Estep 
Score: -10962442.000000 Penalty: 1129.871948
	Iteration 38Q: 3 clusters Score -1.096244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246615 members 
Entering Unmasked Estep 
Score: -10962445.000000 Penalty: 1129.871948
	Iteration 39Q: 3 clusters Score -1.096244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 246615 members 
Entering Unmasked Estep 
Score: -10962445.000000 Penalty: 1129.871948
	Iteration 40F: 3 clusters Score -1.096244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -3536.400635 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -3536.401 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 57 members 
Entering Unmasked Estep 
Score: -3319.814453 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -3319.814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3420.049805 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -3420.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3470.993408 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -3470.993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3489.151123 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -3489.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3492.894043 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -3492.894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3493.988037 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -3493.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3493.988037 Penalty: 430.994049
	Iteration 6F: 3 clusters Score -3493.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Entering Unmasked Estep 
Score: -1059177.750000 Penalty: 459.931580
	Iteration 0F: 2 clusters Score -1059178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1042630.125000 Penalty: 919.863159
	Iteration 0F: 3 clusters Score -1042630 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1049424.375000 Penalty: 919.863159
	Iteration 1F: 3 clusters Score -1049424 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1049627.250000 Penalty: 919.863159
	Iteration 2Q: 3 clusters Score -1049627 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1049889.125000 Penalty: 919.863159
	Iteration 3Q: 3 clusters Score -1049889 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1050317.000000 Penalty: 919.863159
	Iteration 4Q: 3 clusters Score -1050317 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1051066.750000 Penalty: 919.863159
	Iteration 5F: 3 clusters Score -1051067 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1052272.500000 Penalty: 919.863159
	Iteration 6F: 3 clusters Score -1052272 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1053964.250000 Penalty: 919.863159
	Iteration 7F: 3 clusters Score -1053964 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -1055784.000000 Penalty: 919.863159
	Iteration 8F: 3 clusters Score -1055784 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1057294.375000 Penalty: 919.863159
	Iteration 9F: 3 clusters Score -1057294 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1058139.125000 Penalty: 919.863159
	Iteration 10Q: 3 clusters Score -1058139 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -1058493.375000 Penalty: 919.863159
	Iteration 11Q: 3 clusters Score -1058493 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -1058647.000000 Penalty: 919.863159
	Iteration 12Q: 3 clusters Score -1058647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -1058706.125000 Penalty: 919.863159
	Iteration 13Q: 3 clusters Score -1058706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -1058739.375000 Penalty: 919.863159
	Iteration 14Q: 3 clusters Score -1058739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1058752.375000 Penalty: 919.863159
	Iteration 15Q: 3 clusters Score -1058752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -1058759.000000 Penalty: 919.863159
	Iteration 16Q: 3 clusters Score -1058759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -1058762.750000 Penalty: 919.863159
	Iteration 17Q: 3 clusters Score -1058763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -1058771.375000 Penalty: 919.863159
	Iteration 18Q: 3 clusters Score -1058771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1058775.500000 Penalty: 919.863159
	Iteration 19Q: 3 clusters Score -1058776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -1058774.625000 Penalty: 919.863159
	Iteration 20F: 3 clusters Score -1058775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Entering Unmasked Estep 
Score: -880328.125000 Penalty: 451.874023
	Iteration 0F: 2 clusters Score -880328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -866753.125000 Penalty: 903.748047
	Iteration 0F: 3 clusters Score -866753.1 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -872706.687500 Penalty: 903.748047
	Iteration 1F: 3 clusters Score -872706.7 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -873201.562500 Penalty: 903.748047
	Iteration 2F: 3 clusters Score -873201.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -873843.000000 Penalty: 903.748047
	Iteration 3F: 3 clusters Score -873843 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -874643.812500 Penalty: 903.748047
	Iteration 4F: 3 clusters Score -874643.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -875569.562500 Penalty: 903.748047
	Iteration 5F: 3 clusters Score -875569.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -876255.500000 Penalty: 903.748047
	Iteration 6F: 3 clusters Score -876255.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -876586.000000 Penalty: 903.748047
	Iteration 7Q: 3 clusters Score -876586 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -876750.187500 Penalty: 903.748047
	Iteration 8Q: 3 clusters Score -876750.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -876860.312500 Penalty: 903.748047
	Iteration 9Q: 3 clusters Score -876860.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -876952.312500 Penalty: 903.748047
	Iteration 10Q: 3 clusters Score -876952.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -877058.937500 Penalty: 903.748047
	Iteration 11Q: 3 clusters Score -877058.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -877166.812500 Penalty: 903.748047
	Iteration 12Q: 3 clusters Score -877166.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -877298.625000 Penalty: 903.748047
	Iteration 13Q: 3 clusters Score -877298.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -877451.562500 Penalty: 903.748047
	Iteration 14Q: 3 clusters Score -877451.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -877638.187500 Penalty: 903.748047
	Iteration 15Q: 3 clusters Score -877638.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -877860.875000 Penalty: 903.748047
	Iteration 16Q: 3 clusters Score -877860.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -878102.500000 Penalty: 903.748047
	Iteration 17Q: 3 clusters Score -878102.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -878363.375000 Penalty: 903.748047
	Iteration 18Q: 3 clusters Score -878363.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -878638.875000 Penalty: 903.748047
	Iteration 19Q: 3 clusters Score -878638.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -878959.000000 Penalty: 903.748047
	Iteration 20F: 3 clusters Score -878959 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -879274.500000 Penalty: 903.748047
	Iteration 21Q: 3 clusters Score -879274.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -879549.562500 Penalty: 903.748047
	Iteration 22Q: 3 clusters Score -879549.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -879764.937500 Penalty: 903.748047
	Iteration 23Q: 3 clusters Score -879764.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -879931.437500 Penalty: 903.748047
	Iteration 24Q: 3 clusters Score -879931.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -880053.625000 Penalty: 903.748047
	Iteration 25Q: 3 clusters Score -880053.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -880132.312500 Penalty: 903.748047
	Iteration 26Q: 3 clusters Score -880132.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -880172.375000 Penalty: 903.748047
	Iteration 27Q: 3 clusters Score -880172.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -880201.937500 Penalty: 903.748047
	Iteration 28Q: 3 clusters Score -880201.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -880223.125000 Penalty: 903.748047
	Iteration 29Q: 3 clusters Score -880223.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -880236.875000 Penalty: 903.748047
	Iteration 30Q: 3 clusters Score -880236.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -880249.250000 Penalty: 903.748047
	Iteration 31Q: 3 clusters Score -880249.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -880253.812500 Penalty: 903.748047
	Iteration 32Q: 3 clusters Score -880253.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -880259.437500 Penalty: 903.748047
	Iteration 33Q: 3 clusters Score -880259.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -880263.750000 Penalty: 903.748047
	Iteration 34Q: 3 clusters Score -880263.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -880262.812500 Penalty: 903.748047
	Iteration 35Q: 3 clusters Score -880262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -880265.562500 Penalty: 903.748047
	Iteration 36Q: 3 clusters Score -880265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -880270.375000 Penalty: 903.748047
	Iteration 37Q: 3 clusters Score -880270.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -880271.000000 Penalty: 903.748047
	Iteration 38Q: 3 clusters Score -880271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -880270.687500 Penalty: 903.748047
	Iteration 39Q: 3 clusters Score -880270.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -880275.062500 Penalty: 903.748047
	Iteration 40F: 3 clusters Score -880275.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -880276.187500 Penalty: 903.748047
	Iteration 41Q: 3 clusters Score -880276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -880277.250000 Penalty: 903.748047
	Iteration 42Q: 3 clusters Score -880277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -880277.437500 Penalty: 903.748047
	Iteration 43Q: 3 clusters Score -880277.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -880277.750000 Penalty: 903.748047
	Iteration 44Q: 3 clusters Score -880277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -880277.562500 Penalty: 903.748047
	Iteration 45Q: 3 clusters Score -880277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -880277.312500 Penalty: 903.748047
	Iteration 46Q: 3 clusters Score -880277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -880278.062500 Penalty: 903.748047
	Iteration 47Q: 3 clusters Score -880278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -880279.125000 Penalty: 903.748047
	Iteration 48Q: 3 clusters Score -880279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -880278.375000 Penalty: 903.748047
	Iteration 49Q: 3 clusters Score -880278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -880278.312500 Penalty: 903.748047
	Iteration 50Q: 3 clusters Score -880278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -880279.437500 Penalty: 903.748047
	Iteration 51Q: 3 clusters Score -880279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -880278.250000 Penalty: 903.748047
	Iteration 52Q: 3 clusters Score -880278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -880278.562500 Penalty: 903.748047
	Iteration 53Q: 3 clusters Score -880278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -880278.812500 Penalty: 903.748047
	Iteration 54Q: 3 clusters Score -880278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -880278.250000 Penalty: 903.748047
	Iteration 55Q: 3 clusters Score -880278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -880278.687500 Penalty: 903.748047
	Iteration 56Q: 3 clusters Score -880278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -880278.250000 Penalty: 903.748047
	Iteration 57Q: 3 clusters Score -880278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -880279.375000 Penalty: 903.748047
	Iteration 58Q: 3 clusters Score -880279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -880279.562500 Penalty: 903.748047
	Iteration 59Q: 3 clusters Score -880279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -880278.250000 Penalty: 903.748047
	Iteration 60F: 3 clusters Score -880278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Entering Unmasked Estep 
Score: -594750.250000 Penalty: 432.431061
	Iteration 0F: 2 clusters Score -594750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -585829.437500 Penalty: 864.862122
	Iteration 0F: 3 clusters Score -585829.4 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -589399.250000 Penalty: 864.862122
	Iteration 1F: 3 clusters Score -589399.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -589589.812500 Penalty: 864.862122
	Iteration 2Q: 3 clusters Score -589589.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -589883.812500 Penalty: 864.862122
	Iteration 3Q: 3 clusters Score -589883.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -590342.250000 Penalty: 864.862122
	Iteration 4F: 3 clusters Score -590342.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -590991.812500 Penalty: 864.862122
	Iteration 5F: 3 clusters Score -590991.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -591831.375000 Penalty: 864.862122
	Iteration 6F: 3 clusters Score -591831.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -592724.562500 Penalty: 864.862122
	Iteration 7F: 3 clusters Score -592724.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -593390.437500 Penalty: 864.862122
	Iteration 8F: 3 clusters Score -593390.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -593803.375000 Penalty: 864.862122
	Iteration 9Q: 3 clusters Score -593803.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -594046.375000 Penalty: 864.862122
	Iteration 10Q: 3 clusters Score -594046.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -594198.000000 Penalty: 864.862122
	Iteration 11Q: 3 clusters Score -594198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -594290.625000 Penalty: 864.862122
	Iteration 12Q: 3 clusters Score -594290.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -594334.375000 Penalty: 864.862122
	Iteration 13Q: 3 clusters Score -594334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -594346.875000 Penalty: 864.862122
	Iteration 14Q: 3 clusters Score -594346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -594355.937500 Penalty: 864.862122
	Iteration 15Q: 3 clusters Score -594355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -594361.250000 Penalty: 864.862122
	Iteration 16Q: 3 clusters Score -594361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -594367.437500 Penalty: 864.862122
	Iteration 17Q: 3 clusters Score -594367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -594369.937500 Penalty: 864.862122
	Iteration 18Q: 3 clusters Score -594369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -594373.937500 Penalty: 864.862122
	Iteration 19Q: 3 clusters Score -594373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -594375.375000 Penalty: 864.862122
	Iteration 20F: 3 clusters Score -594375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -594377.562500 Penalty: 864.862122
	Iteration 21Q: 3 clusters Score -594377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -594377.562500 Penalty: 864.862122
	Iteration 22F: 3 clusters Score -594377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -43718.640625 Penalty: 322.102905
	Iteration 0F: 2 clusters Score -43718.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -42762.500000 Penalty: 644.205811
	Iteration 0F: 3 clusters Score -42762.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -43079.761719 Penalty: 644.205811
	Iteration 1F: 3 clusters Score -43079.76 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -43143.457031 Penalty: 644.205811
	Iteration 2F: 3 clusters Score -43143.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43183.578125 Penalty: 644.205811
	Iteration 3F: 3 clusters Score -43183.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -43210.703125 Penalty: 644.205811
	Iteration 4Q: 3 clusters Score -43210.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -43235.441406 Penalty: 644.205811
	Iteration 5Q: 3 clusters Score -43235.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43258.480469 Penalty: 644.205811
	Iteration 6Q: 3 clusters Score -43258.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -43296.816406 Penalty: 644.205811
	Iteration 7Q: 3 clusters Score -43296.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -43330.847656 Penalty: 644.205811
	Iteration 8Q: 3 clusters Score -43330.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -43366.363281 Penalty: 644.205811
	Iteration 9Q: 3 clusters Score -43366.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -43388.085938 Penalty: 644.205811
	Iteration 10Q: 3 clusters Score -43388.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -43412.121094 Penalty: 644.205811
	Iteration 11Q: 3 clusters Score -43412.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -43428.425781 Penalty: 644.205811
	Iteration 12Q: 3 clusters Score -43428.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -43442.179688 Penalty: 644.205811
	Iteration 13Q: 3 clusters Score -43442.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -43459.179688 Penalty: 644.205811
	Iteration 14Q: 3 clusters Score -43459.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -43471.785156 Penalty: 644.205811
	Iteration 15Q: 3 clusters Score -43471.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -43488.300781 Penalty: 644.205811
	Iteration 16Q: 3 clusters Score -43488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -43498.535156 Penalty: 644.205811
	Iteration 17Q: 3 clusters Score -43498.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -43508.902344 Penalty: 644.205811
	Iteration 18Q: 3 clusters Score -43508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -43516.246094 Penalty: 644.205811
	Iteration 19Q: 3 clusters Score -43516.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -43521.121094 Penalty: 644.205811
	Iteration 20F: 3 clusters Score -43521.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -43529.339844 Penalty: 644.205811
	Iteration 21Q: 3 clusters Score -43529.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -43544.746094 Penalty: 644.205811
	Iteration 22Q: 3 clusters Score -43544.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -43551.007812 Penalty: 644.205811
	Iteration 23Q: 3 clusters Score -43551.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -43556.910156 Penalty: 644.205811
	Iteration 24Q: 3 clusters Score -43556.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43562.679688 Penalty: 644.205811
	Iteration 25Q: 3 clusters Score -43562.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -43565.183594 Penalty: 644.205811
	Iteration 26Q: 3 clusters Score -43565.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -43567.664062 Penalty: 644.205811
	Iteration 27Q: 3 clusters Score -43567.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -43570.488281 Penalty: 644.205811
	Iteration 28Q: 3 clusters Score -43570.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -43574.058594 Penalty: 644.205811
	Iteration 29Q: 3 clusters Score -43574.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -43576.839844 Penalty: 644.205811
	Iteration 30Q: 3 clusters Score -43576.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -43578.753906 Penalty: 644.205811
	Iteration 31Q: 3 clusters Score -43578.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -43579.191406 Penalty: 644.205811
	Iteration 32Q: 3 clusters Score -43579.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43579.390625 Penalty: 644.205811
	Iteration 33Q: 3 clusters Score -43579.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43579.390625 Penalty: 644.205811
	Iteration 34F: 3 clusters Score -43579.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Entering Unmasked Estep 
Score: -1561301.375000 Penalty: 476.589508
	Iteration 0F: 2 clusters Score -1561301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1537515.625000 Penalty: 953.179016
	Iteration 0F: 3 clusters Score -1537516 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1548865.125000 Penalty: 953.179016
	Iteration 1F: 3 clusters Score -1548865 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1550400.875000 Penalty: 953.179016
	Iteration 2F: 3 clusters Score -1550401 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1552342.250000 Penalty: 953.179016
	Iteration 3F: 3 clusters Score -1552342 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -1554196.750000 Penalty: 953.179016
	Iteration 4F: 3 clusters Score -1554197 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1555271.250000 Penalty: 953.179016
	Iteration 5F: 3 clusters Score -1555271 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -1555673.500000 Penalty: 953.179016
	Iteration 6Q: 3 clusters Score -1555674 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -1555878.875000 Penalty: 953.179016
	Iteration 7Q: 3 clusters Score -1555879 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1556063.625000 Penalty: 953.179016
	Iteration 8Q: 3 clusters Score -1556064 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1556271.125000 Penalty: 953.179016
	Iteration 9Q: 3 clusters Score -1556271 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -1556478.750000 Penalty: 953.179016
	Iteration 10Q: 3 clusters Score -1556479 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -1556692.125000 Penalty: 953.179016
	Iteration 11Q: 3 clusters Score -1556692 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1556947.875000 Penalty: 953.179016
	Iteration 12Q: 3 clusters Score -1556948 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -1557207.875000 Penalty: 953.179016
	Iteration 13Q: 3 clusters Score -1557208 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -1557507.125000 Penalty: 953.179016
	Iteration 14Q: 3 clusters Score -1557507 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1557835.000000 Penalty: 953.179016
	Iteration 15Q: 3 clusters Score -1557835 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -1558181.000000 Penalty: 953.179016
	Iteration 16Q: 3 clusters Score -1558181 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -1558583.250000 Penalty: 953.179016
	Iteration 17Q: 3 clusters Score -1558583 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -1558994.875000 Penalty: 953.179016
	Iteration 18Q: 3 clusters Score -1558995 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -1559395.125000 Penalty: 953.179016
	Iteration 19Q: 3 clusters Score -1559395 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -1559774.500000 Penalty: 953.179016
	Iteration 20F: 3 clusters Score -1559774 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -1560120.250000 Penalty: 953.179016
	Iteration 21Q: 3 clusters Score -1560120 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -1560410.250000 Penalty: 953.179016
	Iteration 22Q: 3 clusters Score -1560410 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -1560617.000000 Penalty: 953.179016
	Iteration 23Q: 3 clusters Score -1560617 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -1560741.125000 Penalty: 953.179016
	Iteration 24Q: 3 clusters Score -1560741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -1560818.875000 Penalty: 953.179016
	Iteration 25Q: 3 clusters Score -1560819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -1560880.375000 Penalty: 953.179016
	Iteration 26Q: 3 clusters Score -1560880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -1560913.750000 Penalty: 953.179016
	Iteration 27Q: 3 clusters Score -1560914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -1560931.875000 Penalty: 953.179016
	Iteration 28Q: 3 clusters Score -1560932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -1560948.000000 Penalty: 953.179016
	Iteration 29Q: 3 clusters Score -1560948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -1560952.750000 Penalty: 953.179016
	Iteration 30Q: 3 clusters Score -1560953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -1560954.375000 Penalty: 953.179016
	Iteration 31Q: 3 clusters Score -1560954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -1560956.875000 Penalty: 953.179016
	Iteration 32Q: 3 clusters Score -1560957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -1560959.250000 Penalty: 953.179016
	Iteration 33Q: 3 clusters Score -1560959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -1560961.250000 Penalty: 953.179016
	Iteration 34Q: 3 clusters Score -1560961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -1560964.375000 Penalty: 953.179016
	Iteration 35Q: 3 clusters Score -1560964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -1560966.375000 Penalty: 953.179016
	Iteration 36Q: 3 clusters Score -1560966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -1560966.625000 Penalty: 953.179016
	Iteration 37Q: 3 clusters Score -1560967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -1560968.875000 Penalty: 953.179016
	Iteration 38Q: 3 clusters Score -1560969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -1560969.625000 Penalty: 953.179016
	Iteration 39Q: 3 clusters Score -1560970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -1560969.750000 Penalty: 953.179016
	Iteration 40F: 3 clusters Score -1560970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -1560970.375000 Penalty: 953.179016
	Iteration 41Q: 3 clusters Score -1560970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -1560968.750000 Penalty: 953.179016
	Iteration 42Q: 3 clusters Score -1560969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -1560969.625000 Penalty: 953.179016
	Iteration 43Q: 3 clusters Score -1560970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -1560969.625000 Penalty: 953.179016
	Iteration 44F: 3 clusters Score -1560970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -214264.781250 Penalty: 386.826141
	Iteration 0F: 2 clusters Score -214264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -210926.968750 Penalty: 773.652283
	Iteration 0F: 3 clusters Score -210927 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -212263.843750 Penalty: 773.652283
	Iteration 1F: 3 clusters Score -212263.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -212439.156250 Penalty: 773.652283
	Iteration 2F: 3 clusters Score -212439.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -212664.218750 Penalty: 773.652283
	Iteration 3F: 3 clusters Score -212664.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212927.890625 Penalty: 773.652283
	Iteration 4F: 3 clusters Score -212927.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213202.953125 Penalty: 773.652283
	Iteration 5F: 3 clusters Score -213203 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -213469.000000 Penalty: 773.652283
	Iteration 6F: 3 clusters Score -213469 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -213659.390625 Penalty: 773.652283
	Iteration 7Q: 3 clusters Score -213659.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -213780.953125 Penalty: 773.652283
	Iteration 8Q: 3 clusters Score -213781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -213835.750000 Penalty: 773.652283
	Iteration 9Q: 3 clusters Score -213835.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -213869.156250 Penalty: 773.652283
	Iteration 10Q: 3 clusters Score -213869.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -213895.812500 Penalty: 773.652283
	Iteration 11Q: 3 clusters Score -213895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -213904.109375 Penalty: 773.652283
	Iteration 12Q: 3 clusters Score -213904.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -213912.687500 Penalty: 773.652283
	Iteration 13Q: 3 clusters Score -213912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -213922.218750 Penalty: 773.652283
	Iteration 14Q: 3 clusters Score -213922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -213929.218750 Penalty: 773.652283
	Iteration 15Q: 3 clusters Score -213929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -213933.937500 Penalty: 773.652283
	Iteration 16Q: 3 clusters Score -213933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -213935.593750 Penalty: 773.652283
	Iteration 17Q: 3 clusters Score -213935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -213935.953125 Penalty: 773.652283
	Iteration 18Q: 3 clusters Score -213936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -213935.953125 Penalty: 773.652283
	Iteration 19F: 3 clusters Score -213936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -3941.303223 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -3941.303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3728.518311 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -3728.518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3764.033691 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -3764.034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3774.596191 Penalty: 426.912689
	Iteration 2Q: 3 clusters Score -3774.596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3780.923828 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -3780.924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3780.923828 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -3780.924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -352535.406250 Penalty: 409.392731
	Iteration 0F: 2 clusters Score -352535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -347147.343750 Penalty: 818.785461
	Iteration 0F: 3 clusters Score -347147.3 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -349334.906250 Penalty: 818.785461
	Iteration 1F: 3 clusters Score -349334.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -349558.343750 Penalty: 818.785461
	Iteration 2F: 3 clusters Score -349558.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -349859.625000 Penalty: 818.785461
	Iteration 3F: 3 clusters Score -349859.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -350266.687500 Penalty: 818.785461
	Iteration 4F: 3 clusters Score -350266.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -350727.125000 Penalty: 818.785461
	Iteration 5F: 3 clusters Score -350727.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -351110.343750 Penalty: 818.785461
	Iteration 6F: 3 clusters Score -351110.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -351372.812500 Penalty: 818.785461
	Iteration 7Q: 3 clusters Score -351372.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -351531.250000 Penalty: 818.785461
	Iteration 8Q: 3 clusters Score -351531.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -351631.343750 Penalty: 818.785461
	Iteration 9Q: 3 clusters Score -351631.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -351706.750000 Penalty: 818.785461
	Iteration 10Q: 3 clusters Score -351706.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -351769.968750 Penalty: 818.785461
	Iteration 11Q: 3 clusters Score -351770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -351822.875000 Penalty: 818.785461
	Iteration 12Q: 3 clusters Score -351822.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -351860.343750 Penalty: 818.785461
	Iteration 13Q: 3 clusters Score -351860.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -351896.468750 Penalty: 818.785461
	Iteration 14Q: 3 clusters Score -351896.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -351920.656250 Penalty: 818.785461
	Iteration 15Q: 3 clusters Score -351920.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -351946.750000 Penalty: 818.785461
	Iteration 16Q: 3 clusters Score -351946.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -351980.875000 Penalty: 818.785461
	Iteration 17Q: 3 clusters Score -351980.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -352004.718750 Penalty: 818.785461
	Iteration 18Q: 3 clusters Score -352004.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -352032.281250 Penalty: 818.785461
	Iteration 19Q: 3 clusters Score -352032.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -352065.125000 Penalty: 818.785461
	Iteration 20F: 3 clusters Score -352065.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -352095.875000 Penalty: 818.785461
	Iteration 21Q: 3 clusters Score -352095.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -352113.250000 Penalty: 818.785461
	Iteration 22Q: 3 clusters Score -352113.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -352125.781250 Penalty: 818.785461
	Iteration 23Q: 3 clusters Score -352125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -352135.031250 Penalty: 818.785461
	Iteration 24Q: 3 clusters Score -352135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -352141.375000 Penalty: 818.785461
	Iteration 25Q: 3 clusters Score -352141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -352144.437500 Penalty: 818.785461
	Iteration 26Q: 3 clusters Score -352144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -352149.093750 Penalty: 818.785461
	Iteration 27Q: 3 clusters Score -352149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -352153.468750 Penalty: 818.785461
	Iteration 28Q: 3 clusters Score -352153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -352158.718750 Penalty: 818.785461
	Iteration 29Q: 3 clusters Score -352158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -352165.062500 Penalty: 818.785461
	Iteration 30Q: 3 clusters Score -352165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -352168.718750 Penalty: 818.785461
	Iteration 31Q: 3 clusters Score -352168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -352169.406250 Penalty: 818.785461
	Iteration 32Q: 3 clusters Score -352169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -352169.593750 Penalty: 818.785461
	Iteration 33Q: 3 clusters Score -352169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -352169.593750 Penalty: 818.785461
	Iteration 34F: 3 clusters Score -352169.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Entering Unmasked Estep 
Score: -2277224.500000 Penalty: 493.926697
	Iteration 0F: 2 clusters Score -2277224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -2242430.750000 Penalty: 987.853394
	Iteration 0F: 3 clusters Score -2242431 nChanged 25238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2257020.750000 Penalty: 987.853394
	Iteration 1F: 3 clusters Score -2257021 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2257334.750000 Penalty: 987.853394
	Iteration 2Q: 3 clusters Score -2257335 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2257680.750000 Penalty: 987.853394
	Iteration 3Q: 3 clusters Score -2257681 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2258034.750000 Penalty: 987.853394
	Iteration 4Q: 3 clusters Score -2258035 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2258457.250000 Penalty: 987.853394
	Iteration 5Q: 3 clusters Score -2258457 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2259057.250000 Penalty: 987.853394
	Iteration 6Q: 3 clusters Score -2259057 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2260041.750000 Penalty: 987.853394
	Iteration 7Q: 3 clusters Score -2260042 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2261766.750000 Penalty: 987.853394
	Iteration 8F: 3 clusters Score -2261767 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2264825.250000 Penalty: 987.853394
	Iteration 9F: 3 clusters Score -2264825 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2269116.750000 Penalty: 987.853394
	Iteration 10F: 3 clusters Score -2269117 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2273317.750000 Penalty: 987.853394
	Iteration 11F: 3 clusters Score -2273318 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2275615.250000 Penalty: 987.853394
	Iteration 12Q: 3 clusters Score -2275615 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2276460.750000 Penalty: 987.853394
	Iteration 13Q: 3 clusters Score -2276461 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2276681.000000 Penalty: 987.853394
	Iteration 14Q: 3 clusters Score -2276681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2276742.000000 Penalty: 987.853394
	Iteration 15Q: 3 clusters Score -2276742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2276757.500000 Penalty: 987.853394
	Iteration 16Q: 3 clusters Score -2276758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2276773.500000 Penalty: 987.853394
	Iteration 17Q: 3 clusters Score -2276774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2276787.750000 Penalty: 987.853394
	Iteration 18Q: 3 clusters Score -2276788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2276787.750000 Penalty: 987.853394
	Iteration 19Q: 3 clusters Score -2276788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2276792.500000 Penalty: 987.853394
	Iteration 20F: 3 clusters Score -2276792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2276792.500000 Penalty: 987.853394
	Iteration 21Q: 3 clusters Score -2276792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2276792.500000 Penalty: 987.853394
	Iteration 22F: 3 clusters Score -2276792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157468 members 
Entering Unmasked Estep 
Score: -7011705.500000 Penalty: 544.497437
	Iteration 0F: 2 clusters Score -7011706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -6904900.000000 Penalty: 1088.994873
	Iteration 0F: 3 clusters Score -6904900 nChanged 77487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -6952166.000000 Penalty: 1088.994873
	Iteration 1F: 3 clusters Score -6952166 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -6953568.000000 Penalty: 1088.994873
	Iteration 2Q: 3 clusters Score -6953568 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -6955532.000000 Penalty: 1088.994873
	Iteration 3Q: 3 clusters Score -6955532 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -6958381.000000 Penalty: 1088.994873
	Iteration 4Q: 3 clusters Score -6958381 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -6962699.500000 Penalty: 1088.994873
	Iteration 5F: 3 clusters Score -6962700 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6968889.500000 Penalty: 1088.994873
	Iteration 6F: 3 clusters Score -6968890 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -6977494.000000 Penalty: 1088.994873
	Iteration 7F: 3 clusters Score -6977494 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132843 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -6987471.000000 Penalty: 1088.994873
	Iteration 8F: 3 clusters Score -6987471 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -6996801.000000 Penalty: 1088.994873
	Iteration 9F: 3 clusters Score -6996801 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7004015.500000 Penalty: 1088.994873
	Iteration 10Q: 3 clusters Score -7004016 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7008321.500000 Penalty: 1088.994873
	Iteration 11Q: 3 clusters Score -7008322 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7010200.000000 Penalty: 1088.994873
	Iteration 12Q: 3 clusters Score -7010200 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7010859.000000 Penalty: 1088.994873
	Iteration 13Q: 3 clusters Score -7010859 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157255 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7011131.000000 Penalty: 1088.994873
	Iteration 14Q: 3 clusters Score -7011131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7011191.000000 Penalty: 1088.994873
	Iteration 15Q: 3 clusters Score -7011191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7011209.000000 Penalty: 1088.994873
	Iteration 16Q: 3 clusters Score -7011209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7011229.000000 Penalty: 1088.994873
	Iteration 17Q: 3 clusters Score -7011229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7011255.500000 Penalty: 1088.994873
	Iteration 18Q: 3 clusters Score -7011256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7011270.500000 Penalty: 1088.994873
	Iteration 19Q: 3 clusters Score -7011270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7011286.500000 Penalty: 1088.994873
	Iteration 20F: 3 clusters Score -7011286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7011301.000000 Penalty: 1088.994873
	Iteration 21Q: 3 clusters Score -7011301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7011310.500000 Penalty: 1088.994873
	Iteration 22Q: 3 clusters Score -7011310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7011312.500000 Penalty: 1088.994873
	Iteration 23Q: 3 clusters Score -7011312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7011320.500000 Penalty: 1088.994873
	Iteration 24Q: 3 clusters Score -7011320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7011316.000000 Penalty: 1088.994873
	Iteration 25Q: 3 clusters Score -7011316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7011318.500000 Penalty: 1088.994873
	Iteration 26Q: 3 clusters Score -7011318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7011317.000000 Penalty: 1088.994873
	Iteration 27Q: 3 clusters Score -7011317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7011318.500000 Penalty: 1088.994873
	Iteration 28Q: 3 clusters Score -7011318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7011318.500000 Penalty: 1088.994873
	Iteration 29F: 3 clusters Score -7011318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Entering Unmasked Estep 
Score: -445058.281250 Penalty: 419.788239
	Iteration 0F: 2 clusters Score -445058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -438230.625000 Penalty: 839.576477
	Iteration 0F: 3 clusters Score -438230.6 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -440942.187500 Penalty: 839.576477
	Iteration 1F: 3 clusters Score -440942.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -441064.843750 Penalty: 839.576477
	Iteration 2Q: 3 clusters Score -441064.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -441197.156250 Penalty: 839.576477
	Iteration 3Q: 3 clusters Score -441197.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -441346.437500 Penalty: 839.576477
	Iteration 4Q: 3 clusters Score -441346.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -441532.031250 Penalty: 839.576477
	Iteration 5Q: 3 clusters Score -441532 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -441814.843750 Penalty: 839.576477
	Iteration 6F: 3 clusters Score -441814.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -442214.281250 Penalty: 839.576477
	Iteration 7F: 3 clusters Score -442214.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -442714.812500 Penalty: 839.576477
	Iteration 8F: 3 clusters Score -442714.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -443233.281250 Penalty: 839.576477
	Iteration 9F: 3 clusters Score -443233.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -443683.562500 Penalty: 839.576477
	Iteration 10Q: 3 clusters Score -443683.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -444008.093750 Penalty: 839.576477
	Iteration 11Q: 3 clusters Score -444008.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -444215.375000 Penalty: 839.576477
	Iteration 12Q: 3 clusters Score -444215.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -444356.187500 Penalty: 839.576477
	Iteration 13Q: 3 clusters Score -444356.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -444473.906250 Penalty: 839.576477
	Iteration 14Q: 3 clusters Score -444473.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -444558.375000 Penalty: 839.576477
	Iteration 15Q: 3 clusters Score -444558.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -444612.593750 Penalty: 839.576477
	Iteration 16Q: 3 clusters Score -444612.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -444648.000000 Penalty: 839.576477
	Iteration 17Q: 3 clusters Score -444648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -444668.718750 Penalty: 839.576477
	Iteration 18Q: 3 clusters Score -444668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -444676.312500 Penalty: 839.576477
	Iteration 19Q: 3 clusters Score -444676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -444678.781250 Penalty: 839.576477
	Iteration 20F: 3 clusters Score -444678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -444679.312500 Penalty: 839.576477
	Iteration 21Q: 3 clusters Score -444679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -444679.312500 Penalty: 839.576477
	Iteration 22F: 3 clusters Score -444679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Entering Unmasked Estep 
Score: -5367621.000000 Penalty: 532.701965
	Iteration 0F: 2 clusters Score -5367621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -5285633.500000 Penalty: 1065.403931
	Iteration 0F: 3 clusters Score -5285634 nChanged 59520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -5320325.500000 Penalty: 1065.403931
	Iteration 1F: 3 clusters Score -5320326 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -5321193.500000 Penalty: 1065.403931
	Iteration 2Q: 3 clusters Score -5321194 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -5322122.000000 Penalty: 1065.403931
	Iteration 3Q: 3 clusters Score -5322122 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -5323167.500000 Penalty: 1065.403931
	Iteration 4Q: 3 clusters Score -5323168 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -5324306.500000 Penalty: 1065.403931
	Iteration 5Q: 3 clusters Score -5324306 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -5325694.500000 Penalty: 1065.403931
	Iteration 6Q: 3 clusters Score -5325694 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -5327346.500000 Penalty: 1065.403931
	Iteration 7Q: 3 clusters Score -5327346 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -5330198.500000 Penalty: 1065.403931
	Iteration 8Q: 3 clusters Score -5330198 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -5335012.500000 Penalty: 1065.403931
	Iteration 9F: 3 clusters Score -5335012 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -5342225.000000 Penalty: 1065.403931
	Iteration 10F: 3 clusters Score -5342225 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5349691.000000 Penalty: 1065.403931
	Iteration 11F: 3 clusters Score -5349691 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5354544.500000 Penalty: 1065.403931
	Iteration 12F: 3 clusters Score -5354544 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5357292.000000 Penalty: 1065.403931
	Iteration 13Q: 3 clusters Score -5357292 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5358973.500000 Penalty: 1065.403931
	Iteration 14Q: 3 clusters Score -5358974 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5360140.000000 Penalty: 1065.403931
	Iteration 15Q: 3 clusters Score -5360140 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5361224.000000 Penalty: 1065.403931
	Iteration 16Q: 3 clusters Score -5361224 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5362280 nChanged 2265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5363243 nChanged 2092
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5365173 nChanged 1599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5365784 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5366138 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5366336 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5366468 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5366522 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5366549 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5366557 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5366557 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5366560 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5366562 nChanged 264
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Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5366552 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5366566 nChanged 285
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Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5366590 nChanged 252
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Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5366610 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5366633 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5366642 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5366648 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5366656 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5366650 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5366666 nChanged 225
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Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5366672 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5366668 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5366684 nChanged 220
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Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5366690 nChanged 229
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Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5366687 nChanged 225
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Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5366696 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5366716 nChanged 239
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Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5366732 nChanged 237
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Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5366735 nChanged 278
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Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5366758 nChanged 284
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Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5366757 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5366754 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5366772 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5366795 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5366824 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5366858 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5366877 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5366870 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5366866 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5366873 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5366924 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5366944 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5366971 nChanged 321
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Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5366984 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5366998 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5367007 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5367000 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5367010 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5367039 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66755 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5367051 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5367056 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66060 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5367088 nChanged 305
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Mstep: Class 1 contains 65755 members 
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	Iteration 75Q: 3 clusters Score -5367089 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5367116 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5367156 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5367166 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5367176 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5367196 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5367185 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5367178 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5367182 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5367185 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5367192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5367208 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5367232 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5367224 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5367232 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5367240 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5367236 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5367233 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5367236 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5367241 nChanged 115
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Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5367235 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5367245 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61022 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5367241 nChanged 142
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Mstep: Class 1 contains 60880 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5367247 nChanged 141
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Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5367253 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5367253 nChanged 106
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Mstep: Class 1 contains 60509 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5367256 nChanged 107
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Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5367246 nChanged 106
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Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5367238 nChanged 109
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Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5367254 nChanged 109
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Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5367248 nChanged 124
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Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5367243 nChanged 134
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Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5367254 nChanged 120
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Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5367256 nChanged 129
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Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5367249 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59464 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
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Mstep: Class 1 contains 59115 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 62535 members 
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Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5367228 nChanged 86
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Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5367224 nChanged 69
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Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5367233 nChanged 63
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Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58519 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5367223 nChanged 70
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Mstep: Class 1 contains 58449 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5367236 nChanged 77
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Mstep: Class 1 contains 58308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 58242 members 
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	Iteration 126Q: 3 clusters Score -5367228 nChanged 57
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Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58073 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 58005 members 
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Mstep: Class 1 contains 57939 members 
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Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57799 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57686 members 
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Mstep: Class 1 contains 57629 members 
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Mstep: Class 1 contains 57569 members 
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Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57332 members 
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Mstep: Class 1 contains 57271 members 
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Mstep: Class 1 contains 56941 members 
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Mstep: Class 1 contains 56880 members 
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Mstep: Class 1 contains 56748 members 
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Mstep: Class 1 contains 56674 members 
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Mstep: Class 1 contains 56596 members 
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Mstep: Class 1 contains 56522 members 
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Mstep: Class 1 contains 56445 members 
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Mstep: Class 1 contains 56376 members 
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Mstep: Class 1 contains 56318 members 
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Mstep: Class 1 contains 56048 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5367212 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 71889 members 
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Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 72072 members 
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Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 73494 members 
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Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47631 members 
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Mstep: Class 1 contains 47428 members 
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Mstep: Class 1 contains 47263 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47081 members 
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Mstep: Class 1 contains 46907 members 
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Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 74773 members 
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Mstep: Class 1 contains 46564 members 
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Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5367416 nChanged 156
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Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 75426 members 
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Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 75568 members 
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Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 75730 members 
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Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 76062 members 
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Mstep: Class 1 contains 45277 members 
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	Iteration 247Q: 3 clusters Score -5367414 nChanged 184
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Mstep: Class 1 contains 45093 members 
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Mstep: Class 1 contains 44915 members 
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	Iteration 249Q: 3 clusters Score -5367417 nChanged 175
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Mstep: Class 1 contains 44740 members 
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Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 76934 members 
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Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 77099 members 
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Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 77271 members 
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	Iteration 253Q: 3 clusters Score -5367433 nChanged 149
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Mstep: Class 1 contains 44088 members 
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Mstep: Class 1 contains 43955 members 
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Mstep: Class 1 contains 43810 members 
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Mstep: Class 1 contains 43662 members 
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Mstep: Class 1 contains 43520 members 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5367438 nChanged 146
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Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 78134 members 
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Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5367436 nChanged 147
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Mstep: Class 1 contains 43058 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5367430 nChanged 145
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Mstep: Class 1 contains 42913 members 
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Mstep: Class 1 contains 42772 members 
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	Iteration 263Q: 3 clusters Score -5367428 nChanged 161
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Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 78897 members 
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	Iteration 264Q: 3 clusters Score -5367431 nChanged 125
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Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 79022 members 
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Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 79145 members 
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	Iteration 266Q: 3 clusters Score -5367453 nChanged 118
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Mstep: Class 1 contains 42245 members 
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Mstep: Class 1 contains 42120 members 
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Mstep: Class 1 contains 41996 members 
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Mstep: Class 1 contains 41875 members 
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Mstep: Class 1 contains 41757 members 
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Mstep: Class 1 contains 41378 members 
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Mstep: Class 1 contains 41279 members 
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Mstep: Class 1 contains 41168 members 
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Mstep: Class 1 contains 40960 members 
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Mstep: Class 1 contains 40873 members 
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Mstep: Class 1 contains 40796 members 
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	Iteration 280F: 3 clusters Score -5367460 nChanged 69
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Mstep: Class 1 contains 40592 members 
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	Iteration 283Q: 3 clusters Score -5367466 nChanged 71
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Mstep: Class 1 contains 40521 members 
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Mstep: Class 1 contains 40464 members 
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	Iteration 294Q: 3 clusters Score -5367479 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -5367469.500000 Penalty: 1065.403931
	Iteration 295Q: 3 clusters Score -5367470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -5367465.000000 Penalty: 1065.403931
	Iteration 296Q: 3 clusters Score -5367465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -5367457.500000 Penalty: 1065.403931
	Iteration 297Q: 3 clusters Score -5367458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -5367466.000000 Penalty: 1065.403931
	Iteration 298Q: 3 clusters Score -5367466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -5367462.000000 Penalty: 1065.403931
	Iteration 299Q: 3 clusters Score -5367462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -5367453.500000 Penalty: 1065.403931
	Iteration 300F: 3 clusters Score -5367454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -5367451.000000 Penalty: 1065.403931
	Iteration 301Q: 3 clusters Score -5367451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -5367448.000000 Penalty: 1065.403931
	Iteration 302Q: 3 clusters Score -5367448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -5367449.500000 Penalty: 1065.403931
	Iteration 303Q: 3 clusters Score -5367450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -5367447.000000 Penalty: 1065.403931
	Iteration 304Q: 3 clusters Score -5367447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -5367449.000000 Penalty: 1065.403931
	Iteration 305Q: 3 clusters Score -5367449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 1065.403931
	Iteration 306Q: 3 clusters Score -5367452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 1065.403931
	Iteration 307F: 3 clusters Score -5367452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -25674.982422 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -25674.98 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 299 members 
Entering Unmasked Estep 
Score: -25136.623047 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -25136.62 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25252.572266 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -25252.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25284.599609 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -25284.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25299.162109 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -25299.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25307.468750 Penalty: 581.206055
	Iteration 4Q: 3 clusters Score -25307.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25312.062500 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -25312.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25314.304688 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -25314.3 nChanged 8
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: -25317.896484 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -25317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25319.130859 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -25319.13 nChanged 3
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: -25321.898438 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -25321.9 nChanged 4
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: -25322.787109 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -25322.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25322.787109 Penalty: 581.206055
	Iteration 11F: 3 clusters Score -25322.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -58192.375000 Penalty: 329.122223
	Iteration 0F: 2 clusters Score -58192.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -57122.535156 Penalty: 658.244446
	Iteration 0F: 3 clusters Score -57122.54 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57438.367188 Penalty: 658.244446
	Iteration 1F: 3 clusters Score -57438.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -57512.640625 Penalty: 658.244446
	Iteration 2F: 3 clusters Score -57512.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -57579.398438 Penalty: 658.244446
	Iteration 3F: 3 clusters Score -57579.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -57654.757812 Penalty: 658.244446
	Iteration 4F: 3 clusters Score -57654.76 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -57728.285156 Penalty: 658.244446
	Iteration 5F: 3 clusters Score -57728.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -57785.671875 Penalty: 658.244446
	Iteration 6F: 3 clusters Score -57785.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -57831.691406 Penalty: 658.244446
	Iteration 7Q: 3 clusters Score -57831.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -57882.023438 Penalty: 658.244446
	Iteration 8Q: 3 clusters Score -57882.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -57921.980469 Penalty: 658.244446
	Iteration 9Q: 3 clusters Score -57921.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -57953.042969 Penalty: 658.244446
	Iteration 10Q: 3 clusters Score -57953.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -57975.195312 Penalty: 658.244446
	Iteration 11Q: 3 clusters Score -57975.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -57990.347656 Penalty: 658.244446
	Iteration 12Q: 3 clusters Score -57990.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -57997.781250 Penalty: 658.244446
	Iteration 13Q: 3 clusters Score -57997.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58005.691406 Penalty: 658.244446
	Iteration 14Q: 3 clusters Score -58005.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -58016.062500 Penalty: 658.244446
	Iteration 15Q: 3 clusters Score -58016.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -58026.109375 Penalty: 658.244446
	Iteration 16Q: 3 clusters Score -58026.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -58034.968750 Penalty: 658.244446
	Iteration 17Q: 3 clusters Score -58034.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -58040.207031 Penalty: 658.244446
	Iteration 18Q: 3 clusters Score -58040.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -58043.933594 Penalty: 658.244446
	Iteration 19Q: 3 clusters Score -58043.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -58049.000000 Penalty: 658.244446
	Iteration 20F: 3 clusters Score -58049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -58055.328125 Penalty: 658.244446
	Iteration 21Q: 3 clusters Score -58055.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -58057.871094 Penalty: 658.244446
	Iteration 22Q: 3 clusters Score -58057.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -58060.906250 Penalty: 658.244446
	Iteration 23Q: 3 clusters Score -58060.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -58062.445312 Penalty: 658.244446
	Iteration 24Q: 3 clusters Score -58062.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -58064.000000 Penalty: 658.244446
	Iteration 25Q: 3 clusters Score -58064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -58066.218750 Penalty: 658.244446
	Iteration 26Q: 3 clusters Score -58066.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -58069.398438 Penalty: 658.244446
	Iteration 27Q: 3 clusters Score -58069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -58072.398438 Penalty: 658.244446
	Iteration 28Q: 3 clusters Score -58072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -58073.621094 Penalty: 658.244446
	Iteration 29Q: 3 clusters Score -58073.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -58074.378906 Penalty: 658.244446
	Iteration 30Q: 3 clusters Score -58074.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -58075.410156 Penalty: 658.244446
	Iteration 31Q: 3 clusters Score -58075.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58076.632812 Penalty: 658.244446
	Iteration 32Q: 3 clusters Score -58076.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -58078.042969 Penalty: 658.244446
	Iteration 33Q: 3 clusters Score -58078.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58078.785156 Penalty: 658.244446
	Iteration 34Q: 3 clusters Score -58078.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58079.863281 Penalty: 658.244446
	Iteration 35Q: 3 clusters Score -58079.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -58080.042969 Penalty: 658.244446
	Iteration 36Q: 3 clusters Score -58080.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -58080.203125 Penalty: 658.244446
	Iteration 37Q: 3 clusters Score -58080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -58080.203125 Penalty: 658.244446
	Iteration 38F: 3 clusters Score -58080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -237462.453125 Penalty: 391.951538
	Iteration 0F: 2 clusters Score -237462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -233775.687500 Penalty: 783.903076
	Iteration 0F: 3 clusters Score -233775.7 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -235152.125000 Penalty: 783.903076
	Iteration 1F: 3 clusters Score -235152.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -235312.812500 Penalty: 783.903076
	Iteration 2F: 3 clusters Score -235312.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -235496.718750 Penalty: 783.903076
	Iteration 3F: 3 clusters Score -235496.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -235755.171875 Penalty: 783.903076
	Iteration 4F: 3 clusters Score -235755.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -236043.312500 Penalty: 783.903076
	Iteration 5F: 3 clusters Score -236043.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -236314.656250 Penalty: 783.903076
	Iteration 6F: 3 clusters Score -236314.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236509.265625 Penalty: 783.903076
	Iteration 7Q: 3 clusters Score -236509.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -236632.000000 Penalty: 783.903076
	Iteration 8Q: 3 clusters Score -236632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -236731.906250 Penalty: 783.903076
	Iteration 9Q: 3 clusters Score -236731.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -236819.031250 Penalty: 783.903076
	Iteration 10Q: 3 clusters Score -236819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -236885.843750 Penalty: 783.903076
	Iteration 11Q: 3 clusters Score -236885.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -236948.937500 Penalty: 783.903076
	Iteration 12Q: 3 clusters Score -236948.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -236979.625000 Penalty: 783.903076
	Iteration 13Q: 3 clusters Score -236979.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -237009.609375 Penalty: 783.903076
	Iteration 14Q: 3 clusters Score -237009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -237028.281250 Penalty: 783.903076
	Iteration 15Q: 3 clusters Score -237028.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -237045.640625 Penalty: 783.903076
	Iteration 16Q: 3 clusters Score -237045.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -237057.406250 Penalty: 783.903076
	Iteration 17Q: 3 clusters Score -237057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -237066.015625 Penalty: 783.903076
	Iteration 18Q: 3 clusters Score -237066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -237072.359375 Penalty: 783.903076
	Iteration 19Q: 3 clusters Score -237072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -237075.046875 Penalty: 783.903076
	Iteration 20F: 3 clusters Score -237075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -237077.968750 Penalty: 783.903076
	Iteration 21Q: 3 clusters Score -237078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -237078.921875 Penalty: 783.903076
	Iteration 22Q: 3 clusters Score -237078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -237081.750000 Penalty: 783.903076
	Iteration 23Q: 3 clusters Score -237081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -237083.734375 Penalty: 783.903076
	Iteration 24Q: 3 clusters Score -237083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -237086.984375 Penalty: 783.903076
	Iteration 25Q: 3 clusters Score -237087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -237091.953125 Penalty: 783.903076
	Iteration 26Q: 3 clusters Score -237092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -237095.187500 Penalty: 783.903076
	Iteration 27Q: 3 clusters Score -237095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -237097.281250 Penalty: 783.903076
	Iteration 28Q: 3 clusters Score -237097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -237100.765625 Penalty: 783.903076
	Iteration 29Q: 3 clusters Score -237100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -237103.468750 Penalty: 783.903076
	Iteration 30Q: 3 clusters Score -237103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -237104.343750 Penalty: 783.903076
	Iteration 31Q: 3 clusters Score -237104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -237104.343750 Penalty: 783.903076
	Iteration 32F: 3 clusters Score -237104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (312516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312516 members 
Entering Unmasked Estep 
Score: -13922524.000000 Penalty: 575.684692
	Iteration 0F: 2 clusters Score -1.392252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -13716505.000000 Penalty: 1151.369385
	Iteration 0F: 3 clusters Score -1.37165e+07 nChanged 153987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -13810023.000000 Penalty: 1151.369385
	Iteration 1F: 3 clusters Score -1.381002e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -13813358.000000 Penalty: 1151.369385
	Iteration 2Q: 3 clusters Score -1.381336e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -13818759.000000 Penalty: 1151.369385
	Iteration 3Q: 3 clusters Score -1.381876e+07 nChanged 16682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -13828724.000000 Penalty: 1151.369385
	Iteration 4F: 3 clusters Score -1.382872e+07 nChanged 20771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -13845330.000000 Penalty: 1151.369385
	Iteration 5F: 3 clusters Score -1.384533e+07 nChanged 23608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -13867518.000000 Penalty: 1151.369385
	Iteration 6F: 3 clusters Score -1.386752e+07 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -13885168.000000 Penalty: 1151.369385
	Iteration 7F: 3 clusters Score -1.388517e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 169706 members 
Entering Unmasked Estep 
Score: -13894738.000000 Penalty: 1151.369385
	Iteration 8Q: 3 clusters Score -1.389474e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 169418 members 
Entering Unmasked Estep 
Score: -13901706.000000 Penalty: 1151.369385
	Iteration 9Q: 3 clusters Score -1.390171e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143067 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -13908039.000000 Penalty: 1151.369385
	Iteration 10Q: 3 clusters Score -1.390804e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -13913624.000000 Penalty: 1151.369385
	Iteration 11Q: 3 clusters Score -1.391362e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 169989 members 
Entering Unmasked Estep 
Score: -13917568.000000 Penalty: 1151.369385
	Iteration 12Q: 3 clusters Score -1.391757e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -13920318.000000 Penalty: 1151.369385
	Iteration 13Q: 3 clusters Score -1.392032e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -13922003.000000 Penalty: 1151.369385
	Iteration 14Q: 3 clusters Score -1.3922e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -13922853.000000 Penalty: 1151.369385
	Iteration 15Q: 3 clusters Score -1.392285e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -13923577.000000 Penalty: 1151.369385
	Iteration 16Q: 3 clusters Score -1.392358e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141809 members 
Mstep: Class 2 contains 170707 members 
Entering Unmasked Estep 
Score: -13923887.000000 Penalty: 1151.369385
	Iteration 17Q: 3 clusters Score -1.392389e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 170458 members 
Entering Unmasked Estep 
Score: -13924037.000000 Penalty: 1151.369385
	Iteration 18Q: 3 clusters Score -1.392404e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -13924118.000000 Penalty: 1151.369385
	Iteration 19Q: 3 clusters Score -1.392412e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 169714 members 
Entering Unmasked Estep 
Score: -13924238.000000 Penalty: 1151.369385
	Iteration 20F: 3 clusters Score -1.392424e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -13924303.000000 Penalty: 1151.369385
	Iteration 21Q: 3 clusters Score -1.39243e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -13924242.000000 Penalty: 1151.369385
	Iteration 22Q: 3 clusters Score -1.392424e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -13924201.000000 Penalty: 1151.369385
	Iteration 23Q: 3 clusters Score -1.39242e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -13924232.000000 Penalty: 1151.369385
	Iteration 24Q: 3 clusters Score -1.392423e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Mstep: Class 2 contains 167380 members 
Entering Unmasked Estep 
Score: -13924184.000000 Penalty: 1151.369385
	Iteration 25Q: 3 clusters Score -1.392418e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145606 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -13924190.000000 Penalty: 1151.369385
	Iteration 26Q: 3 clusters Score -1.392419e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -13924213.000000 Penalty: 1151.369385
	Iteration 27Q: 3 clusters Score -1.392421e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -13924259.000000 Penalty: 1151.369385
	Iteration 28Q: 3 clusters Score -1.392426e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147016 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -13924276.000000 Penalty: 1151.369385
	Iteration 29Q: 3 clusters Score -1.392428e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -13924325.000000 Penalty: 1151.369385
	Iteration 30Q: 3 clusters Score -1.392432e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -13924346.000000 Penalty: 1151.369385
	Iteration 31Q: 3 clusters Score -1.392435e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148351 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -13924358.000000 Penalty: 1151.369385
	Iteration 32Q: 3 clusters Score -1.392436e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -13924366.000000 Penalty: 1151.369385
	Iteration 33Q: 3 clusters Score -1.392437e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 163444 members 
Entering Unmasked Estep 
Score: -13924377.000000 Penalty: 1151.369385
	Iteration 34Q: 3 clusters Score -1.392438e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -13924389.000000 Penalty: 1151.369385
	Iteration 35Q: 3 clusters Score -1.392439e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -13924373.000000 Penalty: 1151.369385
	Iteration 36Q: 3 clusters Score -1.392437e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 162507 members 
Entering Unmasked Estep 
Score: -13924361.000000 Penalty: 1151.369385
	Iteration 37Q: 3 clusters Score -1.392436e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -13924385.000000 Penalty: 1151.369385
	Iteration 38Q: 3 clusters Score -1.392438e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -13924359.000000 Penalty: 1151.369385
	Iteration 39Q: 3 clusters Score -1.392436e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -13924351.000000 Penalty: 1151.369385
	Iteration 40F: 3 clusters Score -1.392435e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -13924345.000000 Penalty: 1151.369385
	Iteration 41Q: 3 clusters Score -1.392434e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -13924330.000000 Penalty: 1151.369385
	Iteration 42Q: 3 clusters Score -1.392433e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151366 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -13924310.000000 Penalty: 1151.369385
	Iteration 43Q: 3 clusters Score -1.392431e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -13924313.000000 Penalty: 1151.369385
	Iteration 44Q: 3 clusters Score -1.392431e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -13924303.000000 Penalty: 1151.369385
	Iteration 45Q: 3 clusters Score -1.39243e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -13924289.000000 Penalty: 1151.369385
	Iteration 46Q: 3 clusters Score -1.392429e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -13924263.000000 Penalty: 1151.369385
	Iteration 47Q: 3 clusters Score -1.392426e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152369 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -13924246.000000 Penalty: 1151.369385
	Iteration 48Q: 3 clusters Score -1.392425e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -13924242.000000 Penalty: 1151.369385
	Iteration 49Q: 3 clusters Score -1.392424e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -13924249.000000 Penalty: 1151.369385
	Iteration 50Q: 3 clusters Score -1.392425e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -13924230.000000 Penalty: 1151.369385
	Iteration 51Q: 3 clusters Score -1.392423e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -13924223.000000 Penalty: 1151.369385
	Iteration 52Q: 3 clusters Score -1.392422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 159496 members 
Entering Unmasked Estep 
Score: -13924211.000000 Penalty: 1151.369385
	Iteration 53Q: 3 clusters Score -1.392421e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -13924238.000000 Penalty: 1151.369385
	Iteration 54Q: 3 clusters Score -1.392424e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -13924208.000000 Penalty: 1151.369385
	Iteration 55Q: 3 clusters Score -1.392421e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -13924189.000000 Penalty: 1151.369385
	Iteration 56Q: 3 clusters Score -1.392419e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 158995 members 
Entering Unmasked Estep 
Score: -13924193.000000 Penalty: 1151.369385
	Iteration 57Q: 3 clusters Score -1.392419e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -13924195.000000 Penalty: 1151.369385
	Iteration 58Q: 3 clusters Score -1.39242e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -13924196.000000 Penalty: 1151.369385
	Iteration 59Q: 3 clusters Score -1.39242e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -13924178.000000 Penalty: 1151.369385
	Iteration 60F: 3 clusters Score -1.392418e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -13924184.000000 Penalty: 1151.369385
	Iteration 61Q: 3 clusters Score -1.392418e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -13924217.000000 Penalty: 1151.369385
	Iteration 62Q: 3 clusters Score -1.392422e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -13924182.000000 Penalty: 1151.369385
	Iteration 63Q: 3 clusters Score -1.392418e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 158058 members 
Entering Unmasked Estep 
Score: -13924172.000000 Penalty: 1151.369385
	Iteration 64Q: 3 clusters Score -1.392417e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -13924181.000000 Penalty: 1151.369385
	Iteration 65Q: 3 clusters Score -1.392418e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -13924159.000000 Penalty: 1151.369385
	Iteration 66Q: 3 clusters Score -1.392416e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -13924150.000000 Penalty: 1151.369385
	Iteration 67Q: 3 clusters Score -1.392415e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -13924121.000000 Penalty: 1151.369385
	Iteration 68Q: 3 clusters Score -1.392412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -13924137.000000 Penalty: 1151.369385
	Iteration 69Q: 3 clusters Score -1.392414e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155892 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -13924152.000000 Penalty: 1151.369385
	Iteration 70Q: 3 clusters Score -1.392415e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -13924149.000000 Penalty: 1151.369385
	Iteration 71Q: 3 clusters Score -1.392415e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -13924112.000000 Penalty: 1151.369385
	Iteration 72Q: 3 clusters Score -1.392411e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156763 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -13924069.000000 Penalty: 1151.369385
	Iteration 73Q: 3 clusters Score -1.392407e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -13924118.000000 Penalty: 1151.369385
	Iteration 74Q: 3 clusters Score -1.392412e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 155098 members 
Entering Unmasked Estep 
Score: -13924105.000000 Penalty: 1151.369385
	Iteration 75Q: 3 clusters Score -1.39241e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -13924068.000000 Penalty: 1151.369385
	Iteration 76Q: 3 clusters Score -1.392407e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -13924066.000000 Penalty: 1151.369385
	Iteration 77Q: 3 clusters Score -1.392407e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -13924109.000000 Penalty: 1151.369385
	Iteration 78Q: 3 clusters Score -1.392411e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 153856 members 
Entering Unmasked Estep 
Score: -13924129.000000 Penalty: 1151.369385
	Iteration 79Q: 3 clusters Score -1.392413e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -13924152.000000 Penalty: 1151.369385
	Iteration 80F: 3 clusters Score -1.392415e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 153245 members 
Entering Unmasked Estep 
Score: -13924170.000000 Penalty: 1151.369385
	Iteration 81Q: 3 clusters Score -1.392417e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -13924146.000000 Penalty: 1151.369385
	Iteration 82Q: 3 clusters Score -1.392415e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -13924158.000000 Penalty: 1151.369385
	Iteration 83Q: 3 clusters Score -1.392416e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -13924180.000000 Penalty: 1151.369385
	Iteration 84Q: 3 clusters Score -1.392418e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -13924124.000000 Penalty: 1151.369385
	Iteration 85Q: 3 clusters Score -1.392412e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160714 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -13924113.000000 Penalty: 1151.369385
	Iteration 86Q: 3 clusters Score -1.392411e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -13924101.000000 Penalty: 1151.369385
	Iteration 87Q: 3 clusters Score -1.39241e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 151186 members 
Entering Unmasked Estep 
Score: -13924139.000000 Penalty: 1151.369385
	Iteration 88Q: 3 clusters Score -1.392414e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Mstep: Class 2 contains 150885 members 
Entering Unmasked Estep 
Score: -13924132.000000 Penalty: 1151.369385
	Iteration 89Q: 3 clusters Score -1.392413e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -13924116.000000 Penalty: 1151.369385
	Iteration 90Q: 3 clusters Score -1.392412e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -13924137.000000 Penalty: 1151.369385
	Iteration 91Q: 3 clusters Score -1.392414e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -13924124.000000 Penalty: 1151.369385
	Iteration 92Q: 3 clusters Score -1.392412e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -13924107.000000 Penalty: 1151.369385
	Iteration 93Q: 3 clusters Score -1.392411e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 149245 members 
Entering Unmasked Estep 
Score: -13924072.000000 Penalty: 1151.369385
	Iteration 94Q: 3 clusters Score -1.392407e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -13924119.000000 Penalty: 1151.369385
	Iteration 95Q: 3 clusters Score -1.392412e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -13924111.000000 Penalty: 1151.369385
	Iteration 96Q: 3 clusters Score -1.392411e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -13924143.000000 Penalty: 1151.369385
	Iteration 97Q: 3 clusters Score -1.392414e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -13924171.000000 Penalty: 1151.369385
	Iteration 98Q: 3 clusters Score -1.392417e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -13924169.000000 Penalty: 1151.369385
	Iteration 99Q: 3 clusters Score -1.392417e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 147033 members 
Entering Unmasked Estep 
Score: -13924147.000000 Penalty: 1151.369385
	Iteration 100F: 3 clusters Score -1.392415e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165888 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -13924182.000000 Penalty: 1151.369385
	Iteration 101Q: 3 clusters Score -1.392418e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 146224 members 
Entering Unmasked Estep 
Score: -13924165.000000 Penalty: 1151.369385
	Iteration 102Q: 3 clusters Score -1.392416e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -13924112.000000 Penalty: 1151.369385
	Iteration 103Q: 3 clusters Score -1.392411e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -13924113.000000 Penalty: 1151.369385
	Iteration 104Q: 3 clusters Score -1.392411e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -13924066.000000 Penalty: 1151.369385
	Iteration 105Q: 3 clusters Score -1.392407e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -13924051.000000 Penalty: 1151.369385
	Iteration 106Q: 3 clusters Score -1.392405e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 143934 members 
Entering Unmasked Estep 
Score: -13924062.000000 Penalty: 1151.369385
	Iteration 107Q: 3 clusters Score -1.392406e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -13924016.000000 Penalty: 1151.369385
	Iteration 108Q: 3 clusters Score -1.392402e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -13924015.000000 Penalty: 1151.369385
	Iteration 109Q: 3 clusters Score -1.392402e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170035 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -13923999.000000 Penalty: 1151.369385
	Iteration 110Q: 3 clusters Score -1.3924e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170535 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -13924020.000000 Penalty: 1151.369385
	Iteration 111Q: 3 clusters Score -1.392402e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171000 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -13924009.000000 Penalty: 1151.369385
	Iteration 112Q: 3 clusters Score -1.392401e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171446 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -13924004.000000 Penalty: 1151.369385
	Iteration 113Q: 3 clusters Score -1.3924e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171907 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -13924007.000000 Penalty: 1151.369385
	Iteration 114Q: 3 clusters Score -1.392401e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -13924023.000000 Penalty: 1151.369385
	Iteration 115Q: 3 clusters Score -1.392402e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172940 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -13924048.000000 Penalty: 1151.369385
	Iteration 116Q: 3 clusters Score -1.392405e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -13923976.000000 Penalty: 1151.369385
	Iteration 117Q: 3 clusters Score -1.392398e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -13923943.000000 Penalty: 1151.369385
	Iteration 118Q: 3 clusters Score -1.392394e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -13923891.000000 Penalty: 1151.369385
	Iteration 119Q: 3 clusters Score -1.392389e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -13923898.000000 Penalty: 1151.369385
	Iteration 120F: 3 clusters Score -1.39239e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -13923869.000000 Penalty: 1151.369385
	Iteration 121Q: 3 clusters Score -1.392387e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176242 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -13923907.000000 Penalty: 1151.369385
	Iteration 122Q: 3 clusters Score -1.392391e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176855 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -13923923.000000 Penalty: 1151.369385
	Iteration 123Q: 3 clusters Score -1.392392e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -13923875.000000 Penalty: 1151.369385
	Iteration 124Q: 3 clusters Score -1.392388e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177957 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -13923895.000000 Penalty: 1151.369385
	Iteration 125Q: 3 clusters Score -1.39239e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -13923873.000000 Penalty: 1151.369385
	Iteration 126Q: 3 clusters Score -1.392387e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179103 members 
Mstep: Class 2 contains 133413 members 
Entering Unmasked Estep 
Score: -13923877.000000 Penalty: 1151.369385
	Iteration 127Q: 3 clusters Score -1.392388e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 132860 members 
Entering Unmasked Estep 
Score: -13923821.000000 Penalty: 1151.369385
	Iteration 128Q: 3 clusters Score -1.392382e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -13923818.000000 Penalty: 1151.369385
	Iteration 129Q: 3 clusters Score -1.392382e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 131687 members 
Entering Unmasked Estep 
Score: -13923818.000000 Penalty: 1151.369385
	Iteration 130Q: 3 clusters Score -1.392382e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181401 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -13923810.000000 Penalty: 1151.369385
	Iteration 131Q: 3 clusters Score -1.392381e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181961 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -13923789.000000 Penalty: 1151.369385
	Iteration 132Q: 3 clusters Score -1.392379e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182546 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -13923785.000000 Penalty: 1151.369385
	Iteration 133Q: 3 clusters Score -1.392378e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183129 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -13923782.000000 Penalty: 1151.369385
	Iteration 134Q: 3 clusters Score -1.392378e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183710 members 
Mstep: Class 2 contains 128806 members 
Entering Unmasked Estep 
Score: -13923767.000000 Penalty: 1151.369385
	Iteration 135Q: 3 clusters Score -1.392377e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -13923769.000000 Penalty: 1151.369385
	Iteration 136Q: 3 clusters Score -1.392377e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 127565 members 
Entering Unmasked Estep 
Score: -13923735.000000 Penalty: 1151.369385
	Iteration 137Q: 3 clusters Score -1.392374e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185569 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -13923712.000000 Penalty: 1151.369385
	Iteration 138Q: 3 clusters Score -1.392371e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 126275 members 
Entering Unmasked Estep 
Score: -13923732.000000 Penalty: 1151.369385
	Iteration 139Q: 3 clusters Score -1.392373e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 125593 members 
Entering Unmasked Estep 
Score: -13923815.000000 Penalty: 1151.369385
	Iteration 140F: 3 clusters Score -1.392382e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 124920 members 
Entering Unmasked Estep 
Score: -13923803.000000 Penalty: 1151.369385
	Iteration 141Q: 3 clusters Score -1.39238e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -13923801.000000 Penalty: 1151.369385
	Iteration 142Q: 3 clusters Score -1.39238e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 123478 members 
Entering Unmasked Estep 
Score: -13923828.000000 Penalty: 1151.369385
	Iteration 143Q: 3 clusters Score -1.392383e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189734 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -13923888.000000 Penalty: 1151.369385
	Iteration 144Q: 3 clusters Score -1.392389e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190453 members 
Mstep: Class 2 contains 122063 members 
Entering Unmasked Estep 
Score: -13923842.000000 Penalty: 1151.369385
	Iteration 145Q: 3 clusters Score -1.392384e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -13923801.000000 Penalty: 1151.369385
	Iteration 146Q: 3 clusters Score -1.39238e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191896 members 
Mstep: Class 2 contains 120620 members 
Entering Unmasked Estep 
Score: -13923760.000000 Penalty: 1151.369385
	Iteration 147Q: 3 clusters Score -1.392376e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192642 members 
Mstep: Class 2 contains 119874 members 
Entering Unmasked Estep 
Score: -13923721.000000 Penalty: 1151.369385
	Iteration 148Q: 3 clusters Score -1.392372e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -13923704.000000 Penalty: 1151.369385
	Iteration 149Q: 3 clusters Score -1.39237e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194145 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -13923750.000000 Penalty: 1151.369385
	Iteration 150Q: 3 clusters Score -1.392375e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194865 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -13923731.000000 Penalty: 1151.369385
	Iteration 151Q: 3 clusters Score -1.392373e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195567 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -13923693.000000 Penalty: 1151.369385
	Iteration 152Q: 3 clusters Score -1.392369e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -13923696.000000 Penalty: 1151.369385
	Iteration 153Q: 3 clusters Score -1.39237e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196828 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -13923678.000000 Penalty: 1151.369385
	Iteration 154Q: 3 clusters Score -1.392368e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197415 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -13923649.000000 Penalty: 1151.369385
	Iteration 155Q: 3 clusters Score -1.392365e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 114521 members 
Entering Unmasked Estep 
Score: -13923550.000000 Penalty: 1151.369385
	Iteration 156Q: 3 clusters Score -1.392355e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198520 members 
Mstep: Class 2 contains 113996 members 
Entering Unmasked Estep 
Score: -13923599.000000 Penalty: 1151.369385
	Iteration 157Q: 3 clusters Score -1.39236e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -13923596.000000 Penalty: 1151.369385
	Iteration 158Q: 3 clusters Score -1.39236e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199743 members 
Mstep: Class 2 contains 112773 members 
Entering Unmasked Estep 
Score: -13923545.000000 Penalty: 1151.369385
	Iteration 159Q: 3 clusters Score -1.392354e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200357 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
Score: -13923504.000000 Penalty: 1151.369385
	Iteration 160F: 3 clusters Score -1.39235e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200942 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -13923505.000000 Penalty: 1151.369385
	Iteration 161Q: 3 clusters Score -1.39235e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201535 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -13923467.000000 Penalty: 1151.369385
	Iteration 162Q: 3 clusters Score -1.392347e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202203 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -13923478.000000 Penalty: 1151.369385
	Iteration 163Q: 3 clusters Score -1.392348e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -13923459.000000 Penalty: 1151.369385
	Iteration 164Q: 3 clusters Score -1.392346e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203553 members 
Mstep: Class 2 contains 108963 members 
Entering Unmasked Estep 
Score: -13923444.000000 Penalty: 1151.369385
	Iteration 165Q: 3 clusters Score -1.392344e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204161 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -13923495.000000 Penalty: 1151.369385
	Iteration 166Q: 3 clusters Score -1.39235e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204795 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -13923438.000000 Penalty: 1151.369385
	Iteration 167Q: 3 clusters Score -1.392344e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205391 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -13923473.000000 Penalty: 1151.369385
	Iteration 168Q: 3 clusters Score -1.392347e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206045 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -13923458.000000 Penalty: 1151.369385
	Iteration 169Q: 3 clusters Score -1.392346e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206682 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -13923434.000000 Penalty: 1151.369385
	Iteration 170Q: 3 clusters Score -1.392343e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207305 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -13923373.000000 Penalty: 1151.369385
	Iteration 171Q: 3 clusters Score -1.392337e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207953 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -13923332.000000 Penalty: 1151.369385
	Iteration 172Q: 3 clusters Score -1.392333e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208592 members 
Mstep: Class 2 contains 103924 members 
Entering Unmasked Estep 
Score: -13923358.000000 Penalty: 1151.369385
	Iteration 173Q: 3 clusters Score -1.392336e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209234 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -13923338.000000 Penalty: 1151.369385
	Iteration 174Q: 3 clusters Score -1.392334e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209918 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13923309.000000 Penalty: 1151.369385
	Iteration 175Q: 3 clusters Score -1.392331e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210594 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -13923259.000000 Penalty: 1151.369385
	Iteration 176Q: 3 clusters Score -1.392326e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211338 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -13923223.000000 Penalty: 1151.369385
	Iteration 177Q: 3 clusters Score -1.392322e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212062 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -13923235.000000 Penalty: 1151.369385
	Iteration 178Q: 3 clusters Score -1.392324e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212742 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -13923267.000000 Penalty: 1151.369385
	Iteration 179Q: 3 clusters Score -1.392327e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -13923257.000000 Penalty: 1151.369385
	Iteration 180F: 3 clusters Score -1.392326e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214040 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -13923280.000000 Penalty: 1151.369385
	Iteration 181Q: 3 clusters Score -1.392328e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214791 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -13923225.000000 Penalty: 1151.369385
	Iteration 182Q: 3 clusters Score -1.392322e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -13923226.000000 Penalty: 1151.369385
	Iteration 183Q: 3 clusters Score -1.392323e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216291 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -13923247.000000 Penalty: 1151.369385
	Iteration 184Q: 3 clusters Score -1.392325e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217025 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -13923220.000000 Penalty: 1151.369385
	Iteration 185Q: 3 clusters Score -1.392322e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217837 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -13923216.000000 Penalty: 1151.369385
	Iteration 186Q: 3 clusters Score -1.392322e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218635 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -13923231.000000 Penalty: 1151.369385
	Iteration 187Q: 3 clusters Score -1.392323e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219444 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -13923234.000000 Penalty: 1151.369385
	Iteration 188Q: 3 clusters Score -1.392323e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220204 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -13923257.000000 Penalty: 1151.369385
	Iteration 189Q: 3 clusters Score -1.392326e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220944 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -13923260.000000 Penalty: 1151.369385
	Iteration 190Q: 3 clusters Score -1.392326e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221732 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -13923290.000000 Penalty: 1151.369385
	Iteration 191Q: 3 clusters Score -1.392329e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222461 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -13923265.000000 Penalty: 1151.369385
	Iteration 192Q: 3 clusters Score -1.392326e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223222 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -13923271.000000 Penalty: 1151.369385
	Iteration 193Q: 3 clusters Score -1.392327e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223973 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -13923267.000000 Penalty: 1151.369385
	Iteration 194Q: 3 clusters Score -1.392327e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224809 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -13923241.000000 Penalty: 1151.369385
	Iteration 195Q: 3 clusters Score -1.392324e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225649 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -13923229.000000 Penalty: 1151.369385
	Iteration 196Q: 3 clusters Score -1.392323e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226503 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -13923265.000000 Penalty: 1151.369385
	Iteration 197Q: 3 clusters Score -1.392326e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227250 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13923270.000000 Penalty: 1151.369385
	Iteration 198Q: 3 clusters Score -1.392327e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228032 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -13923286.000000 Penalty: 1151.369385
	Iteration 199Q: 3 clusters Score -1.392329e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228794 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -13923304.000000 Penalty: 1151.369385
	Iteration 200F: 3 clusters Score -1.39233e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229607 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -13923279.000000 Penalty: 1151.369385
	Iteration 201Q: 3 clusters Score -1.392328e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230350 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -13923323.000000 Penalty: 1151.369385
	Iteration 202Q: 3 clusters Score -1.392332e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231142 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -13923313.000000 Penalty: 1151.369385
	Iteration 203Q: 3 clusters Score -1.392331e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231934 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -13923267.000000 Penalty: 1151.369385
	Iteration 204Q: 3 clusters Score -1.392327e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232705 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -13923233.000000 Penalty: 1151.369385
	Iteration 205Q: 3 clusters Score -1.392323e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233558 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -13923213.000000 Penalty: 1151.369385
	Iteration 206Q: 3 clusters Score -1.392321e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -13923205.000000 Penalty: 1151.369385
	Iteration 207Q: 3 clusters Score -1.39232e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235309 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -13923112.000000 Penalty: 1151.369385
	Iteration 208Q: 3 clusters Score -1.392311e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236096 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -13923139.000000 Penalty: 1151.369385
	Iteration 209Q: 3 clusters Score -1.392314e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236944 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -13923075.000000 Penalty: 1151.369385
	Iteration 210Q: 3 clusters Score -1.392308e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237778 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -13923067.000000 Penalty: 1151.369385
	Iteration 211Q: 3 clusters Score -1.392307e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238578 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -13923059.000000 Penalty: 1151.369385
	Iteration 212Q: 3 clusters Score -1.392306e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239411 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -13923063.000000 Penalty: 1151.369385
	Iteration 213Q: 3 clusters Score -1.392306e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240348 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -13923027.000000 Penalty: 1151.369385
	Iteration 214Q: 3 clusters Score -1.392303e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241214 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -13923038.000000 Penalty: 1151.369385
	Iteration 215Q: 3 clusters Score -1.392304e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242105 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -13923099.000000 Penalty: 1151.369385
	Iteration 216Q: 3 clusters Score -1.39231e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242915 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -13923176.000000 Penalty: 1151.369385
	Iteration 217Q: 3 clusters Score -1.392318e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243800 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -13923150.000000 Penalty: 1151.369385
	Iteration 218Q: 3 clusters Score -1.392315e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244618 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -13923171.000000 Penalty: 1151.369385
	Iteration 219Q: 3 clusters Score -1.392317e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245420 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -13923186.000000 Penalty: 1151.369385
	Iteration 220F: 3 clusters Score -1.392319e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246187 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -13923196.000000 Penalty: 1151.369385
	Iteration 221Q: 3 clusters Score -1.39232e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246955 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -13923158.000000 Penalty: 1151.369385
	Iteration 222Q: 3 clusters Score -1.392316e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247796 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -13923117.000000 Penalty: 1151.369385
	Iteration 223Q: 3 clusters Score -1.392312e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248534 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -13923124.000000 Penalty: 1151.369385
	Iteration 224Q: 3 clusters Score -1.392312e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249283 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -13923102.000000 Penalty: 1151.369385
	Iteration 225Q: 3 clusters Score -1.39231e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250046 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -13923121.000000 Penalty: 1151.369385
	Iteration 226Q: 3 clusters Score -1.392312e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250769 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -13923142.000000 Penalty: 1151.369385
	Iteration 227Q: 3 clusters Score -1.392314e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251535 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13923191.000000 Penalty: 1151.369385
	Iteration 228Q: 3 clusters Score -1.392319e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252288 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -13923276.000000 Penalty: 1151.369385
	Iteration 229Q: 3 clusters Score -1.392328e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253061 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -13923359.000000 Penalty: 1151.369385
	Iteration 230Q: 3 clusters Score -1.392336e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253822 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -13923319.000000 Penalty: 1151.369385
	Iteration 231Q: 3 clusters Score -1.392332e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254642 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -13923249.000000 Penalty: 1151.369385
	Iteration 232Q: 3 clusters Score -1.392325e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255442 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -13923299.000000 Penalty: 1151.369385
	Iteration 233Q: 3 clusters Score -1.39233e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256253 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -13923250.000000 Penalty: 1151.369385
	Iteration 234Q: 3 clusters Score -1.392325e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257123 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -13923260.000000 Penalty: 1151.369385
	Iteration 235Q: 3 clusters Score -1.392326e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257986 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -13923255.000000 Penalty: 1151.369385
	Iteration 236Q: 3 clusters Score -1.392326e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258851 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -13923243.000000 Penalty: 1151.369385
	Iteration 237Q: 3 clusters Score -1.392324e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259744 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -13923339.000000 Penalty: 1151.369385
	Iteration 238Q: 3 clusters Score -1.392334e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260625 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -13923276.000000 Penalty: 1151.369385
	Iteration 239Q: 3 clusters Score -1.392328e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261474 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -13923250.000000 Penalty: 1151.369385
	Iteration 240F: 3 clusters Score -1.392325e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262272 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -13923257.000000 Penalty: 1151.369385
	Iteration 241Q: 3 clusters Score -1.392326e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263168 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -13923278.000000 Penalty: 1151.369385
	Iteration 242Q: 3 clusters Score -1.392328e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263999 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -13923304.000000 Penalty: 1151.369385
	Iteration 243Q: 3 clusters Score -1.39233e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264866 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -13923342.000000 Penalty: 1151.369385
	Iteration 244Q: 3 clusters Score -1.392334e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265730 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -13923377.000000 Penalty: 1151.369385
	Iteration 245Q: 3 clusters Score -1.392338e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266559 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -13923404.000000 Penalty: 1151.369385
	Iteration 246Q: 3 clusters Score -1.39234e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267408 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -13923444.000000 Penalty: 1151.369385
	Iteration 247Q: 3 clusters Score -1.392344e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268297 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -13923514.000000 Penalty: 1151.369385
	Iteration 248Q: 3 clusters Score -1.392351e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269245 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -13923566.000000 Penalty: 1151.369385
	Iteration 249Q: 3 clusters Score -1.392357e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270150 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -13923607.000000 Penalty: 1151.369385
	Iteration 250Q: 3 clusters Score -1.392361e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271086 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -13923682.000000 Penalty: 1151.369385
	Iteration 251Q: 3 clusters Score -1.392368e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272021 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -13923717.000000 Penalty: 1151.369385
	Iteration 252Q: 3 clusters Score -1.392372e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272943 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -13923638.000000 Penalty: 1151.369385
	Iteration 253Q: 3 clusters Score -1.392364e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273827 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13923665.000000 Penalty: 1151.369385
	Iteration 254Q: 3 clusters Score -1.392366e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274728 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -13923645.000000 Penalty: 1151.369385
	Iteration 255Q: 3 clusters Score -1.392364e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275669 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -13923730.000000 Penalty: 1151.369385
	Iteration 256Q: 3 clusters Score -1.392373e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276712 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -13923838.000000 Penalty: 1151.369385
	Iteration 257Q: 3 clusters Score -1.392384e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277717 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -13923871.000000 Penalty: 1151.369385
	Iteration 258Q: 3 clusters Score -1.392387e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278644 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -13923914.000000 Penalty: 1151.369385
	Iteration 259Q: 3 clusters Score -1.392391e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279667 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -13923986.000000 Penalty: 1151.369385
	Iteration 260F: 3 clusters Score -1.392399e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280660 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -13924097.000000 Penalty: 1151.369385
	Iteration 261Q: 3 clusters Score -1.39241e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281771 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13924157.000000 Penalty: 1151.369385
	Iteration 262Q: 3 clusters Score -1.392416e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282844 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -13924162.000000 Penalty: 1151.369385
	Iteration 263Q: 3 clusters Score -1.392416e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283852 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -13924229.000000 Penalty: 1151.369385
	Iteration 264Q: 3 clusters Score -1.392423e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284875 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -13924246.000000 Penalty: 1151.369385
	Iteration 265Q: 3 clusters Score -1.392425e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285910 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -13924242.000000 Penalty: 1151.369385
	Iteration 266Q: 3 clusters Score -1.392424e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286871 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -13924163.000000 Penalty: 1151.369385
	Iteration 267Q: 3 clusters Score -1.392416e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287781 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -13924146.000000 Penalty: 1151.369385
	Iteration 268Q: 3 clusters Score -1.392415e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288667 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -13924146.000000 Penalty: 1151.369385
	Iteration 269Q: 3 clusters Score -1.392415e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289489 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -13924141.000000 Penalty: 1151.369385
	Iteration 270Q: 3 clusters Score -1.392414e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290280 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -13924104.000000 Penalty: 1151.369385
	Iteration 271Q: 3 clusters Score -1.39241e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291051 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -13924077.000000 Penalty: 1151.369385
	Iteration 272Q: 3 clusters Score -1.392408e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291846 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -13924054.000000 Penalty: 1151.369385
	Iteration 273Q: 3 clusters Score -1.392405e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292670 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -13923963.000000 Penalty: 1151.369385
	Iteration 274Q: 3 clusters Score -1.392396e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293372 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -13923943.000000 Penalty: 1151.369385
	Iteration 275Q: 3 clusters Score -1.392394e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294040 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -13923889.000000 Penalty: 1151.369385
	Iteration 276Q: 3 clusters Score -1.392389e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294708 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -13923820.000000 Penalty: 1151.369385
	Iteration 277Q: 3 clusters Score -1.392382e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295341 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -13923728.000000 Penalty: 1151.369385
	Iteration 278Q: 3 clusters Score -1.392373e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295992 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -13923705.000000 Penalty: 1151.369385
	Iteration 279Q: 3 clusters Score -1.39237e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296652 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -13923686.000000 Penalty: 1151.369385
	Iteration 280F: 3 clusters Score -1.392369e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297270 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -13923687.000000 Penalty: 1151.369385
	Iteration 281Q: 3 clusters Score -1.392369e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297907 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -13923548.000000 Penalty: 1151.369385
	Iteration 282Q: 3 clusters Score -1.392355e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298489 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -13923490.000000 Penalty: 1151.369385
	Iteration 283Q: 3 clusters Score -1.392349e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299043 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -13923448.000000 Penalty: 1151.369385
	Iteration 284Q: 3 clusters Score -1.392345e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299615 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -13923411.000000 Penalty: 1151.369385
	Iteration 285Q: 3 clusters Score -1.392341e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300179 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -13923389.000000 Penalty: 1151.369385
	Iteration 286Q: 3 clusters Score -1.392339e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300716 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -13923367.000000 Penalty: 1151.369385
	Iteration 287Q: 3 clusters Score -1.392337e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301215 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -13923324.000000 Penalty: 1151.369385
	Iteration 288Q: 3 clusters Score -1.392332e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301715 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -13923272.000000 Penalty: 1151.369385
	Iteration 289Q: 3 clusters Score -1.392327e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302178 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -13923195.000000 Penalty: 1151.369385
	Iteration 290Q: 3 clusters Score -1.39232e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302627 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -13923141.000000 Penalty: 1151.369385
	Iteration 291Q: 3 clusters Score -1.392314e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303072 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -13923147.000000 Penalty: 1151.369385
	Iteration 292Q: 3 clusters Score -1.392315e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303496 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -13923130.000000 Penalty: 1151.369385
	Iteration 293Q: 3 clusters Score -1.392313e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303888 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -13923096.000000 Penalty: 1151.369385
	Iteration 294Q: 3 clusters Score -1.39231e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304307 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -13923057.000000 Penalty: 1151.369385
	Iteration 295Q: 3 clusters Score -1.392306e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304711 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -13923015.000000 Penalty: 1151.369385
	Iteration 296Q: 3 clusters Score -1.392302e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305086 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -13922970.000000 Penalty: 1151.369385
	Iteration 297Q: 3 clusters Score -1.392297e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305455 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -13922987.000000 Penalty: 1151.369385
	Iteration 298Q: 3 clusters Score -1.392299e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305825 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -13922946.000000 Penalty: 1151.369385
	Iteration 299Q: 3 clusters Score -1.392295e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306150 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -13922957.000000 Penalty: 1151.369385
	Iteration 300F: 3 clusters Score -1.392296e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306437 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -13922923.000000 Penalty: 1151.369385
	Iteration 301Q: 3 clusters Score -1.392292e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306720 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -13922872.000000 Penalty: 1151.369385
	Iteration 302Q: 3 clusters Score -1.392287e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306968 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -13922838.000000 Penalty: 1151.369385
	Iteration 303Q: 3 clusters Score -1.392284e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307205 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -13922797.000000 Penalty: 1151.369385
	Iteration 304Q: 3 clusters Score -1.39228e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307459 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -13922771.000000 Penalty: 1151.369385
	Iteration 305Q: 3 clusters Score -1.392277e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307670 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -13922745.000000 Penalty: 1151.369385
	Iteration 306Q: 3 clusters Score -1.392274e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307857 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -13922696.000000 Penalty: 1151.369385
	Iteration 307Q: 3 clusters Score -1.39227e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308045 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -13922646.000000 Penalty: 1151.369385
	Iteration 308Q: 3 clusters Score -1.392265e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308202 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -13922670.000000 Penalty: 1151.369385
	Iteration 309Q: 3 clusters Score -1.392267e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308352 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -13922650.000000 Penalty: 1151.369385
	Iteration 310Q: 3 clusters Score -1.392265e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308517 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -13922648.000000 Penalty: 1151.369385
	Iteration 311Q: 3 clusters Score -1.392265e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308667 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -13922649.000000 Penalty: 1151.369385
	Iteration 312Q: 3 clusters Score -1.392265e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308819 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -13922655.000000 Penalty: 1151.369385
	Iteration 313Q: 3 clusters Score -1.392266e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308958 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -13922678.000000 Penalty: 1151.369385
	Iteration 314Q: 3 clusters Score -1.392268e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309087 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -13922639.000000 Penalty: 1151.369385
	Iteration 315Q: 3 clusters Score -1.392264e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309191 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13922637.000000 Penalty: 1151.369385
	Iteration 316Q: 3 clusters Score -1.392264e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309292 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -13922610.000000 Penalty: 1151.369385
	Iteration 317Q: 3 clusters Score -1.392261e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309414 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -13922597.000000 Penalty: 1151.369385
	Iteration 318Q: 3 clusters Score -1.39226e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309525 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -13922574.000000 Penalty: 1151.369385
	Iteration 319Q: 3 clusters Score -1.392257e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309630 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -13922553.000000 Penalty: 1151.369385
	Iteration 320F: 3 clusters Score -1.392255e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309713 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -13922563.000000 Penalty: 1151.369385
	Iteration 321Q: 3 clusters Score -1.392256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309792 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -13922556.000000 Penalty: 1151.369385
	Iteration 322Q: 3 clusters Score -1.392256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309877 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13922539.000000 Penalty: 1151.369385
	Iteration 323Q: 3 clusters Score -1.392254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309955 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13922496.000000 Penalty: 1151.369385
	Iteration 324Q: 3 clusters Score -1.39225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310044 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -13922479.000000 Penalty: 1151.369385
	Iteration 325Q: 3 clusters Score -1.392248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310145 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -13922469.000000 Penalty: 1151.369385
	Iteration 326Q: 3 clusters Score -1.392247e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310262 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13922456.000000 Penalty: 1151.369385
	Iteration 327Q: 3 clusters Score -1.392246e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310349 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13922470.000000 Penalty: 1151.369385
	Iteration 328Q: 3 clusters Score -1.392247e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310441 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -13922464.000000 Penalty: 1151.369385
	Iteration 329Q: 3 clusters Score -1.392246e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310528 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13922460.000000 Penalty: 1151.369385
	Iteration 330Q: 3 clusters Score -1.392246e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310593 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13922428.000000 Penalty: 1151.369385
	Iteration 331Q: 3 clusters Score -1.392243e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310656 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13922430.000000 Penalty: 1151.369385
	Iteration 332Q: 3 clusters Score -1.392243e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310712 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13922441.000000 Penalty: 1151.369385
	Iteration 333Q: 3 clusters Score -1.392244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310767 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -13922408.000000 Penalty: 1151.369385
	Iteration 334Q: 3 clusters Score -1.392241e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310826 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -13922412.000000 Penalty: 1151.369385
	Iteration 335Q: 3 clusters Score -1.392241e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310876 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13922416.000000 Penalty: 1151.369385
	Iteration 336Q: 3 clusters Score -1.392242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310929 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13922424.000000 Penalty: 1151.369385
	Iteration 337Q: 3 clusters Score -1.392242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310966 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13922417.000000 Penalty: 1151.369385
	Iteration 338Q: 3 clusters Score -1.392242e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311000 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13922413.000000 Penalty: 1151.369385
	Iteration 339Q: 3 clusters Score -1.392241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311034 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13922424.000000 Penalty: 1151.369385
	Iteration 340F: 3 clusters Score -1.392242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311061 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13922402.000000 Penalty: 1151.369385
	Iteration 341Q: 3 clusters Score -1.39224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311082 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13922409.000000 Penalty: 1151.369385
	Iteration 342Q: 3 clusters Score -1.392241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311118 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13922380.000000 Penalty: 1151.369385
	Iteration 343Q: 3 clusters Score -1.392238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311146 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13922364.000000 Penalty: 1151.369385
	Iteration 344Q: 3 clusters Score -1.392236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311182 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13922351.000000 Penalty: 1151.369385
	Iteration 345Q: 3 clusters Score -1.392235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311216 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13922353.000000 Penalty: 1151.369385
	Iteration 346Q: 3 clusters Score -1.392235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311239 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13922332.000000 Penalty: 1151.369385
	Iteration 347Q: 3 clusters Score -1.392233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311256 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13922355.000000 Penalty: 1151.369385
	Iteration 348Q: 3 clusters Score -1.392236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311265 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13922348.000000 Penalty: 1151.369385
	Iteration 349Q: 3 clusters Score -1.392235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311270 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13922351.000000 Penalty: 1151.369385
	Iteration 350Q: 3 clusters Score -1.392235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311289 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13922355.000000 Penalty: 1151.369385
	Iteration 351Q: 3 clusters Score -1.392236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311310 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13922345.000000 Penalty: 1151.369385
	Iteration 352Q: 3 clusters Score -1.392234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311326 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13922352.000000 Penalty: 1151.369385
	Iteration 353Q: 3 clusters Score -1.392235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311332 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13922341.000000 Penalty: 1151.369385
	Iteration 354Q: 3 clusters Score -1.392234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13922340.000000 Penalty: 1151.369385
	Iteration 355Q: 3 clusters Score -1.392234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311333 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13922337.000000 Penalty: 1151.369385
	Iteration 356Q: 3 clusters Score -1.392234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311338 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13922343.000000 Penalty: 1151.369385
	Iteration 357Q: 3 clusters Score -1.392234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311341 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13922347.000000 Penalty: 1151.369385
	Iteration 358Q: 3 clusters Score -1.392235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311346 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13922341.000000 Penalty: 1151.369385
	Iteration 359Q: 3 clusters Score -1.392234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311350 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13922329.000000 Penalty: 1151.369385
	Iteration 360F: 3 clusters Score -1.392233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311353 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13922332.000000 Penalty: 1151.369385
	Iteration 361Q: 3 clusters Score -1.392233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311357 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13922323.000000 Penalty: 1151.369385
	Iteration 362Q: 3 clusters Score -1.392232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311359 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13922333.000000 Penalty: 1151.369385
	Iteration 363Q: 3 clusters Score -1.392233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311360 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13922335.000000 Penalty: 1151.369385
	Iteration 364Q: 3 clusters Score -1.392234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311361 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13922334.000000 Penalty: 1151.369385
	Iteration 365Q: 3 clusters Score -1.392233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311362 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13922337.000000 Penalty: 1151.369385
	Iteration 366Q: 3 clusters Score -1.392234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311362 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13922337.000000 Penalty: 1151.369385
	Iteration 367F: 3 clusters Score -1.392234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -2813.787598 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -2813.788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2627.255615 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -2627.256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2715.050293 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -2715.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2732.400879 Penalty: 418.155914
	Iteration 2Q: 3 clusters Score -2732.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2736.935303 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -2736.935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2752.150879 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -2752.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2752.150879 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -2752.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (58262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Entering Unmasked Estep 
Score: -2597263.000000 Penalty: 499.258087
	Iteration 0F: 2 clusters Score -2597263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -2557974.500000 Penalty: 998.516174
	Iteration 0F: 3 clusters Score -2557974 nChanged 28274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -2575656.250000 Penalty: 998.516174
	Iteration 1F: 3 clusters Score -2575656 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -2577217.500000 Penalty: 998.516174
	Iteration 2F: 3 clusters Score -2577218 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -2579711.500000 Penalty: 998.516174
	Iteration 3F: 3 clusters Score -2579712 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -2582763.000000 Penalty: 998.516174
	Iteration 4F: 3 clusters Score -2582763 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2584918.750000 Penalty: 998.516174
	Iteration 5F: 3 clusters Score -2584919 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2585564.750000 Penalty: 998.516174
	Iteration 6Q: 3 clusters Score -2585565 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -2585715.750000 Penalty: 998.516174
	Iteration 7Q: 3 clusters Score -2585716 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -2585772.500000 Penalty: 998.516174
	Iteration 8Q: 3 clusters Score -2585772 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2585789.000000 Penalty: 998.516174
	Iteration 9Q: 3 clusters Score -2585789 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -2585840.750000 Penalty: 998.516174
	Iteration 10Q: 3 clusters Score -2585841 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -2585878.000000 Penalty: 998.516174
	Iteration 11Q: 3 clusters Score -2585878 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2585942.500000 Penalty: 998.516174
	Iteration 12Q: 3 clusters Score -2585942 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2586000.500000 Penalty: 998.516174
	Iteration 13Q: 3 clusters Score -2586000 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2586078.250000 Penalty: 998.516174
	Iteration 14Q: 3 clusters Score -2586078 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2586166.500000 Penalty: 998.516174
	Iteration 15Q: 3 clusters Score -2586166 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2586267.000000 Penalty: 998.516174
	Iteration 16Q: 3 clusters Score -2586267 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2586381.500000 Penalty: 998.516174
	Iteration 17Q: 3 clusters Score -2586382 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2586516.500000 Penalty: 998.516174
	Iteration 18Q: 3 clusters Score -2586516 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2586704.000000 Penalty: 998.516174
	Iteration 19Q: 3 clusters Score -2586704 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2586922.500000 Penalty: 998.516174
	Iteration 20F: 3 clusters Score -2586922 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2587181.250000 Penalty: 998.516174
	Iteration 21Q: 3 clusters Score -2587181 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2587446.250000 Penalty: 998.516174
	Iteration 22Q: 3 clusters Score -2587446 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2587753.000000 Penalty: 998.516174
	Iteration 23Q: 3 clusters Score -2587753 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2588181.500000 Penalty: 998.516174
	Iteration 24Q: 3 clusters Score -2588182 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2588640.250000 Penalty: 998.516174
	Iteration 25Q: 3 clusters Score -2588640 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2589162.750000 Penalty: 998.516174
	Iteration 26Q: 3 clusters Score -2589163 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2589793.750000 Penalty: 998.516174
	Iteration 27Q: 3 clusters Score -2589794 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2590456.000000 Penalty: 998.516174
	Iteration 28Q: 3 clusters Score -2590456 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2591187.000000 Penalty: 998.516174
	Iteration 29Q: 3 clusters Score -2591187 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2591916.250000 Penalty: 998.516174
	Iteration 30Q: 3 clusters Score -2591916 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2592728.000000 Penalty: 998.516174
	Iteration 31Q: 3 clusters Score -2592728 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2593541.250000 Penalty: 998.516174
	Iteration 32Q: 3 clusters Score -2593541 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2594275.000000 Penalty: 998.516174
	Iteration 33Q: 3 clusters Score -2594275 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2594888.750000 Penalty: 998.516174
	Iteration 34Q: 3 clusters Score -2594889 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2595394.750000 Penalty: 998.516174
	Iteration 35Q: 3 clusters Score -2595395 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2595792.750000 Penalty: 998.516174
	Iteration 36Q: 3 clusters Score -2595793 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2596049.000000 Penalty: 998.516174
	Iteration 37Q: 3 clusters Score -2596049 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2596205.750000 Penalty: 998.516174
	Iteration 38Q: 3 clusters Score -2596206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2596315.000000 Penalty: 998.516174
	Iteration 39Q: 3 clusters Score -2596315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2596459.500000 Penalty: 998.516174
	Iteration 40F: 3 clusters Score -2596460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2596622.500000 Penalty: 998.516174
	Iteration 41Q: 3 clusters Score -2596622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2596731.500000 Penalty: 998.516174
	Iteration 42Q: 3 clusters Score -2596732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2596789.750000 Penalty: 998.516174
	Iteration 43Q: 3 clusters Score -2596790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2596814.000000 Penalty: 998.516174
	Iteration 44Q: 3 clusters Score -2596814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2596826.000000 Penalty: 998.516174
	Iteration 45Q: 3 clusters Score -2596826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2596849.500000 Penalty: 998.516174
	Iteration 46Q: 3 clusters Score -2596850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2596857.250000 Penalty: 998.516174
	Iteration 47Q: 3 clusters Score -2596857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2596864.750000 Penalty: 998.516174
	Iteration 48Q: 3 clusters Score -2596865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2596874.250000 Penalty: 998.516174
	Iteration 49Q: 3 clusters Score -2596874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2596872.500000 Penalty: 998.516174
	Iteration 50Q: 3 clusters Score -2596872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2596877.750000 Penalty: 998.516174
	Iteration 51Q: 3 clusters Score -2596878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2596881.250000 Penalty: 998.516174
	Iteration 52Q: 3 clusters Score -2596881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2596881.500000 Penalty: 998.516174
	Iteration 53Q: 3 clusters Score -2596882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2596882.250000 Penalty: 998.516174
	Iteration 54Q: 3 clusters Score -2596882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2596884.000000 Penalty: 998.516174
	Iteration 55Q: 3 clusters Score -2596884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2596889.750000 Penalty: 998.516174
	Iteration 56Q: 3 clusters Score -2596890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2596890.000000 Penalty: 998.516174
	Iteration 57Q: 3 clusters Score -2596890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2596892.750000 Penalty: 998.516174
	Iteration 58Q: 3 clusters Score -2596893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2596893.250000 Penalty: 998.516174
	Iteration 59Q: 3 clusters Score -2596893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2596893.250000 Penalty: 998.516174
	Iteration 60F: 3 clusters Score -2596893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2596894.750000 Penalty: 998.516174
	Iteration 61Q: 3 clusters Score -2596895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2596896.750000 Penalty: 998.516174
	Iteration 62Q: 3 clusters Score -2596897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2596899.500000 Penalty: 998.516174
	Iteration 63Q: 3 clusters Score -2596900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2596901.750000 Penalty: 998.516174
	Iteration 64Q: 3 clusters Score -2596902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2596904.750000 Penalty: 998.516174
	Iteration 65Q: 3 clusters Score -2596905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2596907.250000 Penalty: 998.516174
	Iteration 66Q: 3 clusters Score -2596907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2596909.500000 Penalty: 998.516174
	Iteration 67Q: 3 clusters Score -2596910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2596910.750000 Penalty: 998.516174
	Iteration 68Q: 3 clusters Score -2596911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2596910.500000 Penalty: 998.516174
	Iteration 69Q: 3 clusters Score -2596910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2596911.000000 Penalty: 998.516174
	Iteration 70Q: 3 clusters Score -2596911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2596911.000000 Penalty: 998.516174
	Iteration 71F: 3 clusters Score -2596911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 246761 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24548 members 
Mstep: Class 8 contains 20564 members 
Mstep: Class 9 contains 13413 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 35401 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 16 contains 51820 members 
Mstep: Class 17 contains 157468 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 121508 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5510 members 
Mstep: Class 23 contains 312516 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949052.000000 Penalty: 13939.103516
Iteration 479Q: 23 clusters Score -4.694905e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 246857 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24544 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 9 contains 13418 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 51797 members 
Mstep: Class 17 contains 157485 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 120339 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 313474 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948552.000000 Penalty: 13939.103516
Iteration 480F: 23 clusters Score -4.694855e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 247044 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 8 contains 20591 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 35321 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 16 contains 51741 members 
Mstep: Class 17 contains 157475 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 119248 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 314327 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948092.000000 Penalty: 13939.103516
Iteration 481Q: 23 clusters Score -4.694809e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 247244 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24535 members 
Mstep: Class 8 contains 20596 members 
Mstep: Class 9 contains 13440 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 35275 members 
Mstep: Class 12 contains 4894 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8166 members 
Mstep: Class 16 contains 51664 members 
Mstep: Class 17 contains 157410 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 118212 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 315200 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947584.000000 Penalty: 13939.103516
Iteration 482Q: 23 clusters Score -4.694758e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 247525 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 13450 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 35247 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 16 contains 51595 members 
Mstep: Class 17 contains 157293 members 
Mstep: Class 18 contains 10164 members 
Mstep: Class 19 contains 117152 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 316054 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947248.000000 Penalty: 13939.103516
Iteration 483Q: 23 clusters Score -4.694725e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 247930 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24526 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 35223 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 16 contains 51496 members 
Mstep: Class 17 contains 157175 members 
Mstep: Class 18 contains 10168 members 
Mstep: Class 19 contains 116163 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 316762 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946808.000000 Penalty: 13939.103516
Iteration 484Q: 23 clusters Score -4.694681e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 248423 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24517 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8246 members 
Mstep: Class 16 contains 51404 members 
Mstep: Class 17 contains 156983 members 
Mstep: Class 18 contains 10172 members 
Mstep: Class 19 contains 115146 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 5479 members 
Mstep: Class 23 contains 317458 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 58941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946580.000000 Penalty: 13939.103516
Iteration 485Q: 23 clusters Score -4.694658e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 248965 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24514 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 13481 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 35169 members 
Mstep: Class 12 contains 4796 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 16 contains 51299 members 
Mstep: Class 17 contains 156707 members 
Mstep: Class 18 contains 10180 members 
Mstep: Class 19 contains 114179 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 318169 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 59048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946428.000000 Penalty: 13939.103516
Iteration 486Q: 23 clusters Score -4.694643e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 249629 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24505 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 9 contains 13493 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 35137 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 16 contains 51210 members 
Mstep: Class 17 contains 156381 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 113136 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 318895 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946336.000000 Penalty: 13939.103516
Iteration 487Q: 23 clusters Score -4.694634e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 250507 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24501 members 
Mstep: Class 8 contains 20620 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 35101 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8293 members 
Mstep: Class 16 contains 51123 members 
Mstep: Class 17 contains 156052 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 111984 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 319536 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946032.000000 Penalty: 13939.103516
Iteration 488Q: 23 clusters Score -4.694603e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 251478 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24498 members 
Mstep: Class 8 contains 20632 members 
Mstep: Class 9 contains 13528 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 35075 members 
Mstep: Class 12 contains 4683 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 16 contains 51010 members 
Mstep: Class 17 contains 155703 members 
Mstep: Class 18 contains 10184 members 
Mstep: Class 19 contains 110831 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 320130 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945716.000000 Penalty: 13939.103516
Iteration 489Q: 23 clusters Score -4.694572e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 252580 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24497 members 
Mstep: Class 8 contains 20640 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 35042 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 16 contains 50897 members 
Mstep: Class 17 contains 155289 members 
Mstep: Class 18 contains 10182 members 
Mstep: Class 19 contains 109650 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 320683 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945628.000000 Penalty: 13939.103516
Iteration 490Q: 23 clusters Score -4.694563e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 253782 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24494 members 
Mstep: Class 8 contains 20640 members 
Mstep: Class 9 contains 13550 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34999 members 
Mstep: Class 12 contains 4655 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8329 members 
Mstep: Class 16 contains 50821 members 
Mstep: Class 17 contains 154793 members 
Mstep: Class 18 contains 10180 members 
Mstep: Class 19 contains 108403 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 5479 members 
Mstep: Class 23 contains 321267 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945172.000000 Penalty: 13939.103516
Iteration 491Q: 23 clusters Score -4.694517e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 255021 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24490 members 
Mstep: Class 8 contains 20649 members 
Mstep: Class 9 contains 13565 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34953 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8347 members 
Mstep: Class 16 contains 50722 members 
Mstep: Class 17 contains 154261 members 
Mstep: Class 18 contains 10172 members 
Mstep: Class 19 contains 107221 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 5483 members 
Mstep: Class 23 contains 321789 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944756.000000 Penalty: 13939.103516
Iteration 492Q: 23 clusters Score -4.694476e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 256277 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24488 members 
Mstep: Class 8 contains 20656 members 
Mstep: Class 9 contains 13583 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34890 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 16 contains 50605 members 
Mstep: Class 17 contains 153673 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 106100 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 5487 members 
Mstep: Class 23 contains 322315 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944596.000000 Penalty: 13939.103516
Iteration 493Q: 23 clusters Score -4.69446e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 257660 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24488 members 
Mstep: Class 8 contains 20665 members 
Mstep: Class 9 contains 13600 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34826 members 
Mstep: Class 12 contains 4598 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8385 members 
Mstep: Class 16 contains 50506 members 
Mstep: Class 17 contains 153038 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 104946 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 322781 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944356.000000 Penalty: 13939.103516
Iteration 494Q: 23 clusters Score -4.694436e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 259168 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24488 members 
Mstep: Class 8 contains 20675 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 16 contains 50425 members 
Mstep: Class 17 contains 152417 members 
Mstep: Class 18 contains 10149 members 
Mstep: Class 19 contains 103766 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 323129 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944136.000000 Penalty: 13939.103516
Iteration 495Q: 23 clusters Score -4.694414e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 260686 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24477 members 
Mstep: Class 8 contains 20676 members 
Mstep: Class 9 contains 13645 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34713 members 
Mstep: Class 12 contains 4559 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 16 contains 50314 members 
Mstep: Class 17 contains 151795 members 
Mstep: Class 18 contains 10138 members 
Mstep: Class 19 contains 102641 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 323442 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 59925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944052.000000 Penalty: 13939.103516
Iteration 496Q: 23 clusters Score -4.694405e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 262259 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24470 members 
Mstep: Class 8 contains 20674 members 
Mstep: Class 9 contains 13657 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34664 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8389 members 
Mstep: Class 16 contains 50222 members 
Mstep: Class 17 contains 151093 members 
Mstep: Class 18 contains 10125 members 
Mstep: Class 19 contains 101518 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 5505 members 
Mstep: Class 23 contains 323787 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 60015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943620.000000 Penalty: 13939.103516
Iteration 497Q: 23 clusters Score -4.694362e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 263811 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24455 members 
Mstep: Class 8 contains 20670 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34609 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 16 contains 50130 members 
Mstep: Class 17 contains 150405 members 
Mstep: Class 18 contains 10109 members 
Mstep: Class 19 contains 100456 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 5512 members 
Mstep: Class 23 contains 324078 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 60111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943556.000000 Penalty: 13939.103516
Iteration 498Q: 23 clusters Score -4.694356e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 265452 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24440 members 
Mstep: Class 8 contains 20669 members 
Mstep: Class 9 contains 13679 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 34563 members 
Mstep: Class 12 contains 4506 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8394 members 
Mstep: Class 16 contains 50042 members 
Mstep: Class 17 contains 149737 members 
Mstep: Class 18 contains 10095 members 
Mstep: Class 19 contains 99363 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 324266 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 60205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943372.000000 Penalty: 13939.103516
Iteration 499Q: 23 clusters Score -4.694337e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 267094 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 24433 members 
Mstep: Class 8 contains 20675 members 
Mstep: Class 9 contains 13685 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 34494 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 16 contains 49959 members 
Mstep: Class 17 contains 149064 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 98284 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 5521 members 
Mstep: Class 23 contains 324421 members 
Mstep: Class 25 contains 98 members 
Mstep: Class 26 contains 60325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943276.000000 Penalty: 13939.103516
Iteration 500F: 23 clusters Score -4.694328e+07 nChanged 3014
Maximum iterations exceeded
21->23 Clusters: Score -46943276.000000, best is -46957668.000000

Starting from 22 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 53154 members 
Mstep: Class 3 contains 52926 members 
Mstep: Class 4 contains 53515 members 
Mstep: Class 5 contains 52944 members 
Mstep: Class 6 contains 53066 members 
Mstep: Class 7 contains 52707 members 
Mstep: Class 8 contains 52699 members 
Mstep: Class 9 contains 53124 members 
Mstep: Class 10 contains 52771 members 
Mstep: Class 11 contains 53286 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 53244 members 
Mstep: Class 14 contains 53310 members 
Mstep: Class 15 contains 53206 members 
Mstep: Class 16 contains 53425 members 
Mstep: Class 17 contains 52946 members 
Mstep: Class 18 contains 53056 members 
Mstep: Class 19 contains 53171 members 
Mstep: Class 20 contains 53629 members 
Mstep: Class 21 contains 53697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 43.379501 but Gain 633.595703
Score: -43775976.000000 Penalty: 12671.912109
Iteration 0F: 21 clusters Score -4.377598e+07 nChanged 1061375
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 22956 members 
Mstep: Class 3 contains 29638 members 
Mstep: Class 4 contains 86638 members 
Mstep: Class 5 contains 22792 members 
Mstep: Class 6 contains 36303 members 
Mstep: Class 7 contains 13063 members 
Mstep: Class 9 contains 39870 members 
Mstep: Class 10 contains 92751 members 
Mstep: Class 11 contains 49397 members 
Mstep: Class 12 contains 115786 members 
Mstep: Class 13 contains 49093 members 
Mstep: Class 14 contains 98029 members 
Mstep: Class 15 contains 51412 members 
Mstep: Class 16 contains 45208 members 
Mstep: Class 17 contains 39549 members 
Mstep: Class 18 contains 35911 members 
Mstep: Class 19 contains 93683 members 
Mstep: Class 20 contains 48513 members 
Mstep: Class 21 contains 111245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45621288.000000 Penalty: 12671.912109
Iteration 1F: 21 clusters Score -4.562129e+07 nChanged 322552
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 19989 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 119978 members 
Mstep: Class 5 contains 12728 members 
Mstep: Class 6 contains 30203 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 9 contains 30317 members 
Mstep: Class 10 contains 88258 members 
Mstep: Class 11 contains 41166 members 
Mstep: Class 12 contains 138152 members 
Mstep: Class 13 contains 52094 members 
Mstep: Class 14 contains 104622 members 
Mstep: Class 15 contains 57229 members 
Mstep: Class 16 contains 33740 members 
Mstep: Class 17 contains 38921 members 
Mstep: Class 18 contains 25000 members 
Mstep: Class 19 contains 93228 members 
Mstep: Class 20 contains 49575 members 
Mstep: Class 21 contains 123672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45874936.000000 Penalty: 12671.912109
Iteration 2F: 21 clusters Score -4.587494e+07 nChanged 227240
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 30163 members 
Mstep: Class 4 contains 152322 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 23770 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 9 contains 20634 members 
Mstep: Class 10 contains 75990 members 
Mstep: Class 11 contains 31964 members 
Mstep: Class 12 contains 172972 members 
Mstep: Class 13 contains 52150 members 
Mstep: Class 14 contains 114400 members 
Mstep: Class 15 contains 56269 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 17 contains 35659 members 
Mstep: Class 18 contains 16074 members 
Mstep: Class 19 contains 90460 members 
Mstep: Class 20 contains 47657 members 
Mstep: Class 21 contains 132195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46067256.000000 Penalty: 12671.912109
Iteration 3F: 21 clusters Score -4.606726e+07 nChanged 201491
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 34825 members 
Mstep: Class 4 contains 184229 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 9 contains 12117 members 
Mstep: Class 10 contains 58734 members 
Mstep: Class 11 contains 21415 members 
Mstep: Class 12 contains 223300 members 
Mstep: Class 13 contains 49803 members 
Mstep: Class 14 contains 124641 members 
Mstep: Class 15 contains 51488 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 28580 members 
Mstep: Class 18 contains 9691 members 
Mstep: Class 19 contains 83402 members 
Mstep: Class 20 contains 42474 members 
Mstep: Class 21 contains 134775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46234684.000000 Penalty: 12671.912109
Iteration 4F: 21 clusters Score -4.623468e+07 nChanged 182071
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 38606 members 
Mstep: Class 4 contains 209940 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 9 contains 5995 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 290460 members 
Mstep: Class 13 contains 43697 members 
Mstep: Class 14 contains 133204 members 
Mstep: Class 15 contains 43273 members 
Mstep: Class 16 contains 10193 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 19 contains 71736 members 
Mstep: Class 20 contains 34793 members 
Mstep: Class 21 contains 128533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46379948.000000 Penalty: 12671.912109
Iteration 5F: 21 clusters Score -4.637995e+07 nChanged 167378
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 40715 members 
Mstep: Class 4 contains 223545 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 22133 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 371708 members 
Mstep: Class 13 contains 34561 members 
Mstep: Class 14 contains 140260 members 
Mstep: Class 15 contains 32522 members 
Mstep: Class 16 contains 10717 members 
Mstep: Class 17 contains 11926 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 56801 members 
Mstep: Class 20 contains 26275 members 
Mstep: Class 21 contains 114545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 412.813843 but Gain 633.595703
Score: -46497220.000000 Penalty: 12038.316406
Iteration 6F: 20 clusters Score -4.649722e+07 nChanged 149744
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 42037 members 
Mstep: Class 4 contains 226042 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 450877 members 
Mstep: Class 13 contains 24851 members 
Mstep: Class 14 contains 146357 members 
Mstep: Class 15 contains 21258 members 
Mstep: Class 16 contains 11465 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 41804 members 
Mstep: Class 20 contains 18328 members 
Mstep: Class 21 contains 98423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 290.147705 but Gain 633.594727
Score: -46569604.000000 Penalty: 11404.721680
Iteration 7F: 19 clusters Score -4.65696e+07 nChanged 125016
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 43371 members 
Mstep: Class 4 contains 230863 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 12 contains 499976 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 153938 members 
Mstep: Class 15 contains 12571 members 
Mstep: Class 16 contains 11842 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 29133 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 85477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 257.842133 but Gain 633.595703
Score: -46616284.000000 Penalty: 10771.125977
Iteration 8F: 18 clusters Score -4.661628e+07 nChanged 98731
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 3 contains 44240 members 
Mstep: Class 4 contains 245365 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 521 members 
Mstep: Class 10 contains 1663 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 12 contains 513863 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 165219 members 
Mstep: Class 15 contains 7143 members 
Mstep: Class 16 contains 11843 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19102 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 77004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 358.677612 but Gain 633.595703
Score: -46657040.000000 Penalty: 10137.530273
Iteration 9F: 17 clusters Score -4.665704e+07 nChanged 78953
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 266997 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 504314 members 
Mstep: Class 13 contains 8777 members 
Mstep: Class 14 contains 178698 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 11485 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 12134 members 
Mstep: Class 20 contains 5326 members 
Mstep: Class 21 contains 71355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 271.305420 but Gain 633.595703
Score: -46694588.000000 Penalty: 9503.934570
Iteration 10F: 16 clusters Score -4.669459e+07 nChanged 63804
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 3 contains 44300 members 
Mstep: Class 4 contains 292524 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 482394 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 190973 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 67403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 229.550354 but Gain 633.595703
Score: -46724936.000000 Penalty: 8870.338867
Iteration 11F: 15 clusters Score -4.672494e+07 nChanged 53638
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 3 contains 43686 members 
Mstep: Class 4 contains 319528 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 454912 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 200615 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 64688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 422.234619 but Gain 633.595703
Score: -46744572.000000 Penalty: 8236.743164
Iteration 12Q: 14 clusters Score -4.674457e+07 nChanged 51225
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 3 contains 42810 members 
Mstep: Class 4 contains 347487 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 423896 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 209473 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 10171 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 19 contains 6932 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 62848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46762492.000000 Penalty: 8236.743164
Iteration 13Q: 14 clusters Score -4.676249e+07 nChanged 50478
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 3 contains 41765 members 
Mstep: Class 4 contains 374856 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 12 contains 391483 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 218879 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 9888 members 
Mstep: Class 17 contains 727 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 1288 members 
Mstep: Class 21 contains 61051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46774220.000000 Penalty: 8236.743164
Iteration 14Q: 14 clusters Score -4.677422e+07 nChanged 49611
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 3 contains 40867 members 
Mstep: Class 4 contains 399023 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 360398 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 229082 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 19 contains 7399 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 59493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46781244.000000 Penalty: 8236.743164
Iteration 15Q: 14 clusters Score -4.678124e+07 nChanged 44128
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 3 contains 40371 members 
Mstep: Class 4 contains 414485 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 335843 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 240400 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 57931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 621.653625 but Gain 633.595703
Score: -46785248.000000 Penalty: 7603.147461
Iteration 16Q: 13 clusters Score -4.678525e+07 nChanged 38598
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 3 contains 40672 members 
Mstep: Class 4 contains 419706 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 319843 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 252719 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 760 members 
Mstep: Class 21 contains 56521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 624.362305 but Gain 633.595703
Score: -46789360.000000 Penalty: 6969.551758
Iteration 17Q: 12 clusters Score -4.678936e+07 nChanged 33848
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 3 contains 41851 members 
Mstep: Class 4 contains 416237 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 310457 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 265562 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 19 contains 9001 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 55368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46794672.000000 Penalty: 6969.551758
Iteration 18Q: 12 clusters Score -4.679467e+07 nChanged 29256
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 3 contains 43416 members 
Mstep: Class 4 contains 407119 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 305988 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 277874 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 19 contains 9715 members 
Mstep: Class 20 contains 650 members 
Mstep: Class 21 contains 54236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46799432.000000 Penalty: 6969.551758
Iteration 19Q: 12 clusters Score -4.679943e+07 nChanged 26505
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 3 contains 45180 members 
Mstep: Class 4 contains 394610 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 304735 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 289970 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 53162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46805824.000000 Penalty: 6969.551758
Iteration 20F: 12 clusters Score -4.680582e+07 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 3 contains 47045 members 
Mstep: Class 4 contains 380968 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 304065 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 302386 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 51958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 613.416809 but Gain 633.595703
Score: -46811852.000000 Penalty: 6335.956055
Iteration 21Q: 11 clusters Score -4.681185e+07 nChanged 27718
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 3 contains 48983 members 
Mstep: Class 4 contains 364770 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 304911 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 316205 members 
Mstep: Class 16 contains 9268 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 21 contains 50660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46819128.000000 Penalty: 6335.956055
Iteration 22Q: 11 clusters Score -4.681913e+07 nChanged 29032
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 3 contains 51062 members 
Mstep: Class 4 contains 346075 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 306153 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 331237 members 
Mstep: Class 16 contains 9235 members 
Mstep: Class 19 contains 12799 members 
Mstep: Class 21 contains 49329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46826788.000000 Penalty: 6335.956055
Iteration 23Q: 11 clusters Score -4.682679e+07 nChanged 31812
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 3 contains 53309 members 
Mstep: Class 4 contains 325338 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 307462 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 347728 members 
Mstep: Class 16 contains 9211 members 
Mstep: Class 19 contains 13877 members 
Mstep: Class 21 contains 47931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46834540.000000 Penalty: 6335.956055
Iteration 24Q: 11 clusters Score -4.683454e+07 nChanged 34321
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 3 contains 55601 members 
Mstep: Class 4 contains 303195 members 
Mstep: Class 11 contains 9403 members 
Mstep: Class 12 contains 308832 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 364946 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 19 contains 15366 members 
Mstep: Class 21 contains 46605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46842224.000000 Penalty: 6335.956055
Iteration 25Q: 11 clusters Score -4.684222e+07 nChanged 34665
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 3 contains 57983 members 
Mstep: Class 4 contains 281679 members 
Mstep: Class 11 contains 10579 members 
Mstep: Class 12 contains 308958 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 382291 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 19 contains 17193 members 
Mstep: Class 21 contains 45322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46849808.000000 Penalty: 6335.956055
Iteration 26Q: 11 clusters Score -4.684981e+07 nChanged 32379
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 3 contains 60362 members 
Mstep: Class 4 contains 263301 members 
Mstep: Class 11 contains 11651 members 
Mstep: Class 12 contains 306528 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 398771 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 19 contains 19422 members 
Mstep: Class 21 contains 44042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46850176.000000 Penalty: 6335.956055
Iteration 27Q: 11 clusters Score -4.685018e+07 nChanged 33374
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 3 contains 62604 members 
Mstep: Class 4 contains 244322 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 303410 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 416348 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 19 contains 21909 members 
Mstep: Class 21 contains 43019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46848248.000000 Penalty: 6335.956055
Iteration 28Q: 11 clusters Score -4.684825e+07 nChanged 33772
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 3 contains 64625 members 
Mstep: Class 4 contains 225667 members 
Mstep: Class 11 contains 13259 members 
Mstep: Class 12 contains 300374 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 433493 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 19 contains 24617 members 
Mstep: Class 21 contains 42221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46846692.000000 Penalty: 6335.956055
Iteration 29Q: 11 clusters Score -4.684669e+07 nChanged 32304
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 3 contains 66433 members 
Mstep: Class 4 contains 209164 members 
Mstep: Class 11 contains 13849 members 
Mstep: Class 12 contains 298254 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 447766 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 19 contains 27271 members 
Mstep: Class 21 contains 41620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46845192.000000 Penalty: 6335.956055
Iteration 30Q: 11 clusters Score -4.684519e+07 nChanged 29941
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 3 contains 68085 members 
Mstep: Class 4 contains 195759 members 
Mstep: Class 11 contains 14406 members 
Mstep: Class 12 contains 297351 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 14 contains 457920 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 19 contains 29767 members 
Mstep: Class 21 contains 41203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46843320.000000 Penalty: 6335.956055
Iteration 31Q: 11 clusters Score -4.684332e+07 nChanged 27054
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 3 contains 69586 members 
Mstep: Class 4 contains 185871 members 
Mstep: Class 11 contains 14896 members 
Mstep: Class 12 contains 297872 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 463407 members 
Mstep: Class 16 contains 8362 members 
Mstep: Class 19 contains 32079 members 
Mstep: Class 21 contains 40961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46842628.000000 Penalty: 6335.956055
Iteration 32Q: 11 clusters Score -4.684263e+07 nChanged 23779
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 3 contains 71062 members 
Mstep: Class 4 contains 179364 members 
Mstep: Class 11 contains 15276 members 
Mstep: Class 12 contains 299389 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 464985 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 19 contains 33955 members 
Mstep: Class 21 contains 40872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46842620.000000 Penalty: 6335.956055
Iteration 33Q: 11 clusters Score -4.684262e+07 nChanged 20479
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 3 contains 72458 members 
Mstep: Class 4 contains 175470 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 301863 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 463517 members 
Mstep: Class 16 contains 7999 members 
Mstep: Class 19 contains 35392 members 
Mstep: Class 21 contains 40810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46843320.000000 Penalty: 6335.956055
Iteration 34Q: 11 clusters Score -4.684332e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 3 contains 73857 members 
Mstep: Class 4 contains 173506 members 
Mstep: Class 11 contains 15847 members 
Mstep: Class 12 contains 304987 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 459977 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 19 contains 36368 members 
Mstep: Class 21 contains 40814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46844388.000000 Penalty: 6335.956055
Iteration 35Q: 11 clusters Score -4.684439e+07 nChanged 16805
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 3 contains 75255 members 
Mstep: Class 4 contains 173053 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 308397 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 455114 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 19 contains 36941 members 
Mstep: Class 21 contains 40821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46845636.000000 Penalty: 6335.956055
Iteration 36Q: 11 clusters Score -4.684564e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 3 contains 76665 members 
Mstep: Class 4 contains 173896 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 311788 members 
Mstep: Class 13 contains 1230 members 
Mstep: Class 14 contains 449297 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 19 contains 37215 members 
Mstep: Class 21 contains 40847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46847504.000000 Penalty: 6335.956055
Iteration 37Q: 11 clusters Score -4.68475e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 3 contains 78102 members 
Mstep: Class 4 contains 175562 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 314885 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 443337 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 19 contains 37185 members 
Mstep: Class 21 contains 40857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46849184.000000 Penalty: 6335.956055
Iteration 38Q: 11 clusters Score -4.684918e+07 nChanged 14263
Entering ConstructFrom: 
Score: -46849184.000000 Penalty: 6335.956055
Entering ConstructFrom: 
Trying to split cluster 1 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -40567.527344 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -40567.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -39704.839844 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -39704.84 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -40353.410156 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -40353.41 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40655.140625 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -40655.14 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41035.511719 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -41035.51 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41487.078125 Penalty: 648.033997
	Iteration 4F: 3 clusters Score -41487.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41714.843750 Penalty: 648.033997
	Iteration 5F: 3 clusters Score -41714.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41755.800781 Penalty: 648.033997
	Iteration 6Q: 3 clusters Score -41755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41760.648438 Penalty: 648.033997
	Iteration 7Q: 3 clusters Score -41760.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41761.546875 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -41761.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41761.761719 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -41761.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41761.761719 Penalty: 648.033997
	Iteration 10F: 3 clusters Score -41761.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 79511 members 
Mstep: Class 4 contains 177923 members 
Mstep: Class 11 contains 16442 members 
Mstep: Class 12 contains 317587 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 437356 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 19 contains 36921 members 
Mstep: Class 21 contains 40864 members 
Entering Unmasked Estep 
Score: -46851576.000000 Penalty: 6969.551758
Splitting cluster 1 changes total score from -46849184.000000 to -46851576.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (79511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Entering Unmasked Estep 
Score: -3394022.750000 Penalty: 513.406067
	Iteration 0F: 2 clusters Score -3394023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -3340480.750000 Penalty: 1026.812134
	Iteration 0F: 3 clusters Score -3340481 nChanged 38805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -3364160.750000 Penalty: 1026.812134
	Iteration 1F: 3 clusters Score -3364161 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -3365707.750000 Penalty: 1026.812134
	Iteration 2Q: 3 clusters Score -3365708 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -3368106.750000 Penalty: 1026.812134
	Iteration 3F: 3 clusters Score -3368107 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -3372269.500000 Penalty: 1026.812134
	Iteration 4F: 3 clusters Score -3372270 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -3378205.250000 Penalty: 1026.812134
	Iteration 5F: 3 clusters Score -3378205 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -3383926.250000 Penalty: 1026.812134
	Iteration 6F: 3 clusters Score -3383926 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -3387083.500000 Penalty: 1026.812134
	Iteration 7F: 3 clusters Score -3387084 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -3388487.250000 Penalty: 1026.812134
	Iteration 8Q: 3 clusters Score -3388487 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3389400.750000 Penalty: 1026.812134
	Iteration 9Q: 3 clusters Score -3389401 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3390260.750000 Penalty: 1026.812134
	Iteration 10Q: 3 clusters Score -3390261 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3391214.750000 Penalty: 1026.812134
	Iteration 11Q: 3 clusters Score -3391215 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3392261.750000 Penalty: 1026.812134
	Iteration 12Q: 3 clusters Score -3392262 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3393439.500000 Penalty: 1026.812134
	Iteration 13Q: 3 clusters Score -3393440 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3394408.000000 Penalty: 1026.812134
	Iteration 14Q: 3 clusters Score -3394408 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3394990.500000 Penalty: 1026.812134
	Iteration 15Q: 3 clusters Score -3394990 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3395289.500000 Penalty: 1026.812134
	Iteration 16Q: 3 clusters Score -3395290 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3395454.000000 Penalty: 1026.812134
	Iteration 17Q: 3 clusters Score -3395454 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3395529.500000 Penalty: 1026.812134
	Iteration 18Q: 3 clusters Score -3395530 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3395595.750000 Penalty: 1026.812134
	Iteration 19Q: 3 clusters Score -3395596 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3395654.500000 Penalty: 1026.812134
	Iteration 20F: 3 clusters Score -3395654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3395702.750000 Penalty: 1026.812134
	Iteration 21Q: 3 clusters Score -3395703 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3395705.000000 Penalty: 1026.812134
	Iteration 22Q: 3 clusters Score -3395705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3395715.000000 Penalty: 1026.812134
	Iteration 23Q: 3 clusters Score -3395715 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3395726.000000 Penalty: 1026.812134
	Iteration 24Q: 3 clusters Score -3395726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3395751.250000 Penalty: 1026.812134
	Iteration 25Q: 3 clusters Score -3395751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3395776.750000 Penalty: 1026.812134
	Iteration 26Q: 3 clusters Score -3395777 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3395804.250000 Penalty: 1026.812134
	Iteration 27Q: 3 clusters Score -3395804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3395793.750000 Penalty: 1026.812134
	Iteration 28Q: 3 clusters Score -3395794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3395798.250000 Penalty: 1026.812134
	Iteration 29Q: 3 clusters Score -3395798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3395813.000000 Penalty: 1026.812134
	Iteration 30Q: 3 clusters Score -3395813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3395818.000000 Penalty: 1026.812134
	Iteration 31Q: 3 clusters Score -3395818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3395829.000000 Penalty: 1026.812134
	Iteration 32Q: 3 clusters Score -3395829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3395843.750000 Penalty: 1026.812134
	Iteration 33Q: 3 clusters Score -3395844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3395848.250000 Penalty: 1026.812134
	Iteration 34Q: 3 clusters Score -3395848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3395840.000000 Penalty: 1026.812134
	Iteration 35Q: 3 clusters Score -3395840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3395851.500000 Penalty: 1026.812134
	Iteration 36Q: 3 clusters Score -3395852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3395848.000000 Penalty: 1026.812134
	Iteration 37Q: 3 clusters Score -3395848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3395861.000000 Penalty: 1026.812134
	Iteration 38Q: 3 clusters Score -3395861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3395872.000000 Penalty: 1026.812134
	Iteration 39Q: 3 clusters Score -3395872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3395877.750000 Penalty: 1026.812134
	Iteration 40F: 3 clusters Score -3395878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3395880.750000 Penalty: 1026.812134
	Iteration 41Q: 3 clusters Score -3395881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3395891.250000 Penalty: 1026.812134
	Iteration 42Q: 3 clusters Score -3395891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3395879.250000 Penalty: 1026.812134
	Iteration 43Q: 3 clusters Score -3395879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3395886.500000 Penalty: 1026.812134
	Iteration 44Q: 3 clusters Score -3395886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3395881.250000 Penalty: 1026.812134
	Iteration 45Q: 3 clusters Score -3395881 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3395875.750000 Penalty: 1026.812134
	Iteration 46Q: 3 clusters Score -3395876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3395878.750000 Penalty: 1026.812134
	Iteration 47Q: 3 clusters Score -3395879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3395874.250000 Penalty: 1026.812134
	Iteration 48Q: 3 clusters Score -3395874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3395866.000000 Penalty: 1026.812134
	Iteration 49Q: 3 clusters Score -3395866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3395866.250000 Penalty: 1026.812134
	Iteration 50Q: 3 clusters Score -3395866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3395863.000000 Penalty: 1026.812134
	Iteration 51Q: 3 clusters Score -3395863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3395863.250000 Penalty: 1026.812134
	Iteration 52Q: 3 clusters Score -3395863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3395869.000000 Penalty: 1026.812134
	Iteration 53Q: 3 clusters Score -3395869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3395876.750000 Penalty: 1026.812134
	Iteration 54Q: 3 clusters Score -3395877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3395880.250000 Penalty: 1026.812134
	Iteration 55Q: 3 clusters Score -3395880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3395883.500000 Penalty: 1026.812134
	Iteration 56Q: 3 clusters Score -3395884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3395893.250000 Penalty: 1026.812134
	Iteration 57Q: 3 clusters Score -3395893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3395894.750000 Penalty: 1026.812134
	Iteration 58Q: 3 clusters Score -3395895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3395896.750000 Penalty: 1026.812134
	Iteration 59Q: 3 clusters Score -3395897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3395898.750000 Penalty: 1026.812134
	Iteration 60F: 3 clusters Score -3395899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3395889.000000 Penalty: 1026.812134
	Iteration 61Q: 3 clusters Score -3395889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3395897.000000 Penalty: 1026.812134
	Iteration 62Q: 3 clusters Score -3395897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3395900.500000 Penalty: 1026.812134
	Iteration 63Q: 3 clusters Score -3395900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3395901.500000 Penalty: 1026.812134
	Iteration 64Q: 3 clusters Score -3395902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3395906.500000 Penalty: 1026.812134
	Iteration 65Q: 3 clusters Score -3395906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3395910.500000 Penalty: 1026.812134
	Iteration 66Q: 3 clusters Score -3395910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3395904.750000 Penalty: 1026.812134
	Iteration 67Q: 3 clusters Score -3395905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3395902.750000 Penalty: 1026.812134
	Iteration 68Q: 3 clusters Score -3395903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3395902.000000 Penalty: 1026.812134
	Iteration 69Q: 3 clusters Score -3395902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3395900.000000 Penalty: 1026.812134
	Iteration 70Q: 3 clusters Score -3395900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3395902.000000 Penalty: 1026.812134
	Iteration 71Q: 3 clusters Score -3395902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3395900.250000 Penalty: 1026.812134
	Iteration 72Q: 3 clusters Score -3395900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3395899.500000 Penalty: 1026.812134
	Iteration 73Q: 3 clusters Score -3395900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3395902.750000 Penalty: 1026.812134
	Iteration 74Q: 3 clusters Score -3395903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3395906.000000 Penalty: 1026.812134
	Iteration 75Q: 3 clusters Score -3395906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3395914.000000 Penalty: 1026.812134
	Iteration 76Q: 3 clusters Score -3395914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3395910.750000 Penalty: 1026.812134
	Iteration 77Q: 3 clusters Score -3395911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3395908.000000 Penalty: 1026.812134
	Iteration 78Q: 3 clusters Score -3395908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3395908.750000 Penalty: 1026.812134
	Iteration 79Q: 3 clusters Score -3395909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3395908.500000 Penalty: 1026.812134
	Iteration 80F: 3 clusters Score -3395908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3395905.000000 Penalty: 1026.812134
	Iteration 81Q: 3 clusters Score -3395905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3395904.500000 Penalty: 1026.812134
	Iteration 82Q: 3 clusters Score -3395904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3395904.000000 Penalty: 1026.812134
	Iteration 83Q: 3 clusters Score -3395904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3395907.500000 Penalty: 1026.812134
	Iteration 84Q: 3 clusters Score -3395908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3395905.000000 Penalty: 1026.812134
	Iteration 85Q: 3 clusters Score -3395905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3395910.750000 Penalty: 1026.812134
	Iteration 86Q: 3 clusters Score -3395911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3395914.000000 Penalty: 1026.812134
	Iteration 87Q: 3 clusters Score -3395914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3395912.250000 Penalty: 1026.812134
	Iteration 88Q: 3 clusters Score -3395912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3395915.000000 Penalty: 1026.812134
	Iteration 89Q: 3 clusters Score -3395915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3395923.000000 Penalty: 1026.812134
	Iteration 90Q: 3 clusters Score -3395923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3395919.500000 Penalty: 1026.812134
	Iteration 91Q: 3 clusters Score -3395920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3395920.000000 Penalty: 1026.812134
	Iteration 92Q: 3 clusters Score -3395920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3395923.250000 Penalty: 1026.812134
	Iteration 93Q: 3 clusters Score -3395923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3395927.750000 Penalty: 1026.812134
	Iteration 94Q: 3 clusters Score -3395928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3395925.250000 Penalty: 1026.812134
	Iteration 95Q: 3 clusters Score -3395925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3395927.500000 Penalty: 1026.812134
	Iteration 96Q: 3 clusters Score -3395928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3395930.000000 Penalty: 1026.812134
	Iteration 97Q: 3 clusters Score -3395930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3395927.000000 Penalty: 1026.812134
	Iteration 98Q: 3 clusters Score -3395927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3395926.500000 Penalty: 1026.812134
	Iteration 99Q: 3 clusters Score -3395926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3395925.000000 Penalty: 1026.812134
	Iteration 100F: 3 clusters Score -3395925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3395923.750000 Penalty: 1026.812134
	Iteration 101Q: 3 clusters Score -3395924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3395922.000000 Penalty: 1026.812134
	Iteration 102Q: 3 clusters Score -3395922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3395922.250000 Penalty: 1026.812134
	Iteration 103Q: 3 clusters Score -3395922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3395916.500000 Penalty: 1026.812134
	Iteration 104Q: 3 clusters Score -3395916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3395917.750000 Penalty: 1026.812134
	Iteration 105Q: 3 clusters Score -3395918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3395917.750000 Penalty: 1026.812134
	Iteration 106F: 3 clusters Score -3395918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 58524 members 
Mstep: Class 4 contains 177923 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 11 contains 16442 members 
Mstep: Class 12 contains 317587 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 437356 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 19 contains 36921 members 
Mstep: Class 21 contains 40864 members 
Entering Unmasked Estep 
Score: -46853392.000000 Penalty: 7603.147461
Splitting cluster 3 changes total score from -46849184.000000 to -46853392.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (177923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Entering Unmasked Estep 
Score: -8074908.500000 Penalty: 550.054321
	Iteration 0F: 2 clusters Score -8074908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -7954066.000000 Penalty: 1100.108643
	Iteration 0F: 3 clusters Score -7954066 nChanged 87280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -8008558.000000 Penalty: 1100.108643
	Iteration 1F: 3 clusters Score -8008558 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -8011109.500000 Penalty: 1100.108643
	Iteration 2Q: 3 clusters Score -8011110 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -8015358.000000 Penalty: 1100.108643
	Iteration 3Q: 3 clusters Score -8015358 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -8022837.500000 Penalty: 1100.108643
	Iteration 4F: 3 clusters Score -8022838 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124403 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -8033297.000000 Penalty: 1100.108643
	Iteration 5F: 3 clusters Score -8033297 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132732 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8043455.000000 Penalty: 1100.108643
	Iteration 6F: 3 clusters Score -8043455 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138689 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8050143.500000 Penalty: 1100.108643
	Iteration 7F: 3 clusters Score -8050144 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -8053632.000000 Penalty: 1100.108643
	Iteration 8Q: 3 clusters Score -8053632 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146945 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -8055995.500000 Penalty: 1100.108643
	Iteration 9Q: 3 clusters Score -8055996 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -8058070.500000 Penalty: 1100.108643
	Iteration 10Q: 3 clusters Score -8058070 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8060131.500000 Penalty: 1100.108643
	Iteration 11Q: 3 clusters Score -8060132 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -8062083.000000 Penalty: 1100.108643
	Iteration 12Q: 3 clusters Score -8062083 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -8063979.000000 Penalty: 1100.108643
	Iteration 13Q: 3 clusters Score -8063979 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -8065850.000000 Penalty: 1100.108643
	Iteration 14Q: 3 clusters Score -8065850 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8067646.000000 Penalty: 1100.108643
	Iteration 15Q: 3 clusters Score -8067646 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8069143.500000 Penalty: 1100.108643
	Iteration 16Q: 3 clusters Score -8069144 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8070437.000000 Penalty: 1100.108643
	Iteration 17Q: 3 clusters Score -8070437 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -8071546.500000 Penalty: 1100.108643
	Iteration 18Q: 3 clusters Score -8071546 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8072388.500000 Penalty: 1100.108643
	Iteration 19Q: 3 clusters Score -8072388 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8072952.500000 Penalty: 1100.108643
	Iteration 20F: 3 clusters Score -8072952 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8073421.000000 Penalty: 1100.108643
	Iteration 21Q: 3 clusters Score -8073421 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176364 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8073668.000000 Penalty: 1100.108643
	Iteration 22Q: 3 clusters Score -8073668 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176771 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8073889.500000 Penalty: 1100.108643
	Iteration 23Q: 3 clusters Score -8073890 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8074048.000000 Penalty: 1100.108643
	Iteration 24Q: 3 clusters Score -8074048 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8074156.000000 Penalty: 1100.108643
	Iteration 25Q: 3 clusters Score -8074156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8074234.500000 Penalty: 1100.108643
	Iteration 26Q: 3 clusters Score -8074234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8074307.000000 Penalty: 1100.108643
	Iteration 27Q: 3 clusters Score -8074307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8074345.000000 Penalty: 1100.108643
	Iteration 28Q: 3 clusters Score -8074345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8074366.000000 Penalty: 1100.108643
	Iteration 29Q: 3 clusters Score -8074366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177645 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8074388.500000 Penalty: 1100.108643
	Iteration 30Q: 3 clusters Score -8074388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8074407.000000 Penalty: 1100.108643
	Iteration 31Q: 3 clusters Score -8074407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177685 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8074420.000000 Penalty: 1100.108643
	Iteration 32Q: 3 clusters Score -8074420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8074418.000000 Penalty: 1100.108643
	Iteration 33Q: 3 clusters Score -8074418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8074431.000000 Penalty: 1100.108643
	Iteration 34Q: 3 clusters Score -8074431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8074435.500000 Penalty: 1100.108643
	Iteration 35Q: 3 clusters Score -8074436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8074438.000000 Penalty: 1100.108643
	Iteration 36Q: 3 clusters Score -8074438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177712 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8074440.000000 Penalty: 1100.108643
	Iteration 37Q: 3 clusters Score -8074440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8074443.000000 Penalty: 1100.108643
	Iteration 38Q: 3 clusters Score -8074443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8074442.000000 Penalty: 1100.108643
	Iteration 39Q: 3 clusters Score -8074442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177720 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8074446.000000 Penalty: 1100.108643
	Iteration 40F: 3 clusters Score -8074446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177719 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8074449.500000 Penalty: 1100.108643
	Iteration 41Q: 3 clusters Score -8074450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8074449.500000 Penalty: 1100.108643
	Iteration 42Q: 3 clusters Score -8074450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8074455.000000 Penalty: 1100.108643
	Iteration 43Q: 3 clusters Score -8074455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8074454.500000 Penalty: 1100.108643
	Iteration 44Q: 3 clusters Score -8074454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177731 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8074453.000000 Penalty: 1100.108643
	Iteration 45Q: 3 clusters Score -8074453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8074453.500000 Penalty: 1100.108643
	Iteration 46Q: 3 clusters Score -8074454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8074452.000000 Penalty: 1100.108643
	Iteration 47Q: 3 clusters Score -8074452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8074453.500000 Penalty: 1100.108643
	Iteration 48Q: 3 clusters Score -8074454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8074455.000000 Penalty: 1100.108643
	Iteration 49Q: 3 clusters Score -8074455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8074457.500000 Penalty: 1100.108643
	Iteration 50Q: 3 clusters Score -8074458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8074462.000000 Penalty: 1100.108643
	Iteration 51Q: 3 clusters Score -8074462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8074459.500000 Penalty: 1100.108643
	Iteration 52Q: 3 clusters Score -8074460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177744 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8074461.000000 Penalty: 1100.108643
	Iteration 53Q: 3 clusters Score -8074461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8074458.000000 Penalty: 1100.108643
	Iteration 54Q: 3 clusters Score -8074458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177739 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8074462.000000 Penalty: 1100.108643
	Iteration 55Q: 3 clusters Score -8074462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8074464.000000 Penalty: 1100.108643
	Iteration 56Q: 3 clusters Score -8074464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8074464.000000 Penalty: 1100.108643
	Iteration 57F: 3 clusters Score -8074464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -716246.250000 Penalty: 441.695526
	Iteration 0F: 2 clusters Score -716246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -705219.875000 Penalty: 883.391052
	Iteration 0F: 3 clusters Score -705219.9 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -709965.687500 Penalty: 883.391052
	Iteration 1F: 3 clusters Score -709965.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -710368.437500 Penalty: 883.391052
	Iteration 2F: 3 clusters Score -710368.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -710999.750000 Penalty: 883.391052
	Iteration 3F: 3 clusters Score -710999.8 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -711989.125000 Penalty: 883.391052
	Iteration 4F: 3 clusters Score -711989.1 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -713267.562500 Penalty: 883.391052
	Iteration 5F: 3 clusters Score -713267.6 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -714513.312500 Penalty: 883.391052
	Iteration 6F: 3 clusters Score -714513.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -715274.062500 Penalty: 883.391052
	Iteration 7Q: 3 clusters Score -715274.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -715560.750000 Penalty: 883.391052
	Iteration 8Q: 3 clusters Score -715560.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -715676.125000 Penalty: 883.391052
	Iteration 9Q: 3 clusters Score -715676.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -715734.562500 Penalty: 883.391052
	Iteration 10Q: 3 clusters Score -715734.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -715772.187500 Penalty: 883.391052
	Iteration 11Q: 3 clusters Score -715772.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -715797.937500 Penalty: 883.391052
	Iteration 12Q: 3 clusters Score -715797.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -715814.875000 Penalty: 883.391052
	Iteration 13Q: 3 clusters Score -715814.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -715824.250000 Penalty: 883.391052
	Iteration 14Q: 3 clusters Score -715824.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -715831.687500 Penalty: 883.391052
	Iteration 15Q: 3 clusters Score -715831.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -715839.562500 Penalty: 883.391052
	Iteration 16Q: 3 clusters Score -715839.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -715845.437500 Penalty: 883.391052
	Iteration 17Q: 3 clusters Score -715845.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -715852.312500 Penalty: 883.391052
	Iteration 18Q: 3 clusters Score -715852.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -715860.500000 Penalty: 883.391052
	Iteration 19Q: 3 clusters Score -715860.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -715867.437500 Penalty: 883.391052
	Iteration 20F: 3 clusters Score -715867.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -715875.875000 Penalty: 883.391052
	Iteration 21Q: 3 clusters Score -715875.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -715883.875000 Penalty: 883.391052
	Iteration 22Q: 3 clusters Score -715883.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -715892.125000 Penalty: 883.391052
	Iteration 23Q: 3 clusters Score -715892.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -715904.937500 Penalty: 883.391052
	Iteration 24Q: 3 clusters Score -715904.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -715918.062500 Penalty: 883.391052
	Iteration 25Q: 3 clusters Score -715918.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -715927.500000 Penalty: 883.391052
	Iteration 26Q: 3 clusters Score -715927.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -715937.125000 Penalty: 883.391052
	Iteration 27Q: 3 clusters Score -715937.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -715946.812500 Penalty: 883.391052
	Iteration 28Q: 3 clusters Score -715946.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -715954.375000 Penalty: 883.391052
	Iteration 29Q: 3 clusters Score -715954.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -715961.000000 Penalty: 883.391052
	Iteration 30Q: 3 clusters Score -715961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -715969.062500 Penalty: 883.391052
	Iteration 31Q: 3 clusters Score -715969.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -715972.750000 Penalty: 883.391052
	Iteration 32Q: 3 clusters Score -715972.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -715979.937500 Penalty: 883.391052
	Iteration 33Q: 3 clusters Score -715979.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -715983.437500 Penalty: 883.391052
	Iteration 34Q: 3 clusters Score -715983.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -715986.187500 Penalty: 883.391052
	Iteration 35Q: 3 clusters Score -715986.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -715989.062500 Penalty: 883.391052
	Iteration 36Q: 3 clusters Score -715989.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -715993.375000 Penalty: 883.391052
	Iteration 37Q: 3 clusters Score -715993.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -716001.687500 Penalty: 883.391052
	Iteration 38Q: 3 clusters Score -716001.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -716006.187500 Penalty: 883.391052
	Iteration 39Q: 3 clusters Score -716006.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -716011.375000 Penalty: 883.391052
	Iteration 40F: 3 clusters Score -716011.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -716016.375000 Penalty: 883.391052
	Iteration 41Q: 3 clusters Score -716016.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -716019.937500 Penalty: 883.391052
	Iteration 42Q: 3 clusters Score -716019.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -716026.187500 Penalty: 883.391052
	Iteration 43Q: 3 clusters Score -716026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -716030.125000 Penalty: 883.391052
	Iteration 44Q: 3 clusters Score -716030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -716035.875000 Penalty: 883.391052
	Iteration 45Q: 3 clusters Score -716035.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -716040.500000 Penalty: 883.391052
	Iteration 46Q: 3 clusters Score -716040.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -716045.812500 Penalty: 883.391052
	Iteration 47Q: 3 clusters Score -716045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -716048.250000 Penalty: 883.391052
	Iteration 48Q: 3 clusters Score -716048.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -716051.375000 Penalty: 883.391052
	Iteration 49Q: 3 clusters Score -716051.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -716052.750000 Penalty: 883.391052
	Iteration 50Q: 3 clusters Score -716052.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -716057.125000 Penalty: 883.391052
	Iteration 51Q: 3 clusters Score -716057.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -716056.812500 Penalty: 883.391052
	Iteration 52Q: 3 clusters Score -716056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -716057.625000 Penalty: 883.391052
	Iteration 53Q: 3 clusters Score -716057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -716056.562500 Penalty: 883.391052
	Iteration 54Q: 3 clusters Score -716056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -716057.187500 Penalty: 883.391052
	Iteration 55Q: 3 clusters Score -716057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -716057.187500 Penalty: 883.391052
	Iteration 56F: 3 clusters Score -716057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (317587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317587 members 
Entering Unmasked Estep 
Score: -13938396.000000 Penalty: 576.417053
	Iteration 0F: 2 clusters Score -1.39384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 158796 members 
Entering Unmasked Estep 
Score: -13730253.000000 Penalty: 1152.834106
	Iteration 0F: 3 clusters Score -1.373025e+07 nChanged 156884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -13825954.000000 Penalty: 1152.834106
	Iteration 1F: 3 clusters Score -1.382595e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 167017 members 
Entering Unmasked Estep 
Score: -13829787.000000 Penalty: 1152.834106
	Iteration 2Q: 3 clusters Score -1.382979e+07 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 172062 members 
Entering Unmasked Estep 
Score: -13835883.000000 Penalty: 1152.834106
	Iteration 3Q: 3 clusters Score -1.383588e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -13845381.000000 Penalty: 1152.834106
	Iteration 4F: 3 clusters Score -1.384538e+07 nChanged 20929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -13860090.000000 Penalty: 1152.834106
	Iteration 5F: 3 clusters Score -1.386009e+07 nChanged 23089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 193780 members 
Entering Unmasked Estep 
Score: -13881348.000000 Penalty: 1152.834106
	Iteration 6F: 3 clusters Score -1.388135e+07 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 198123 members 
Entering Unmasked Estep 
Score: -13904317.000000 Penalty: 1152.834106
	Iteration 7F: 3 clusters Score -1.390432e+07 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 199847 members 
Entering Unmasked Estep 
Score: -13918143.000000 Penalty: 1152.834106
	Iteration 8F: 3 clusters Score -1.391814e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 201287 members 
Entering Unmasked Estep 
Score: -13926168.000000 Penalty: 1152.834106
	Iteration 9Q: 3 clusters Score -1.392617e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115079 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -13931993.000000 Penalty: 1152.834106
	Iteration 10Q: 3 clusters Score -1.393199e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 203487 members 
Entering Unmasked Estep 
Score: -13936166.000000 Penalty: 1152.834106
	Iteration 11Q: 3 clusters Score -1.393617e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -13939039.000000 Penalty: 1152.834106
	Iteration 12Q: 3 clusters Score -1.393904e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 204835 members 
Entering Unmasked Estep 
Score: -13940878.000000 Penalty: 1152.834106
	Iteration 13Q: 3 clusters Score -1.394088e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112357 members 
Mstep: Class 2 contains 205230 members 
Entering Unmasked Estep 
Score: -13942147.000000 Penalty: 1152.834106
	Iteration 14Q: 3 clusters Score -1.394215e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -13942869.000000 Penalty: 1152.834106
	Iteration 15Q: 3 clusters Score -1.394287e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -13943256.000000 Penalty: 1152.834106
	Iteration 16Q: 3 clusters Score -1.394326e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 206132 members 
Entering Unmasked Estep 
Score: -13943627.000000 Penalty: 1152.834106
	Iteration 17Q: 3 clusters Score -1.394363e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -13943787.000000 Penalty: 1152.834106
	Iteration 18Q: 3 clusters Score -1.394379e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 206864 members 
Entering Unmasked Estep 
Score: -13943942.000000 Penalty: 1152.834106
	Iteration 19Q: 3 clusters Score -1.394394e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 207296 members 
Entering Unmasked Estep 
Score: -13944079.000000 Penalty: 1152.834106
	Iteration 20F: 3 clusters Score -1.394408e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -13944177.000000 Penalty: 1152.834106
	Iteration 21Q: 3 clusters Score -1.394418e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 208101 members 
Entering Unmasked Estep 
Score: -13944214.000000 Penalty: 1152.834106
	Iteration 22Q: 3 clusters Score -1.394421e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 208500 members 
Entering Unmasked Estep 
Score: -13944285.000000 Penalty: 1152.834106
	Iteration 23Q: 3 clusters Score -1.394428e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 208897 members 
Entering Unmasked Estep 
Score: -13944337.000000 Penalty: 1152.834106
	Iteration 24Q: 3 clusters Score -1.394434e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 209282 members 
Entering Unmasked Estep 
Score: -13944363.000000 Penalty: 1152.834106
	Iteration 25Q: 3 clusters Score -1.394436e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 209689 members 
Entering Unmasked Estep 
Score: -13944367.000000 Penalty: 1152.834106
	Iteration 26Q: 3 clusters Score -1.394437e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 210113 members 
Entering Unmasked Estep 
Score: -13944358.000000 Penalty: 1152.834106
	Iteration 27Q: 3 clusters Score -1.394436e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 210560 members 
Entering Unmasked Estep 
Score: -13944412.000000 Penalty: 1152.834106
	Iteration 28Q: 3 clusters Score -1.394441e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 210978 members 
Entering Unmasked Estep 
Score: -13944441.000000 Penalty: 1152.834106
	Iteration 29Q: 3 clusters Score -1.394444e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 211401 members 
Entering Unmasked Estep 
Score: -13944482.000000 Penalty: 1152.834106
	Iteration 30Q: 3 clusters Score -1.394448e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 211814 members 
Entering Unmasked Estep 
Score: -13944513.000000 Penalty: 1152.834106
	Iteration 31Q: 3 clusters Score -1.394451e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 212200 members 
Entering Unmasked Estep 
Score: -13944550.000000 Penalty: 1152.834106
	Iteration 32Q: 3 clusters Score -1.394455e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -13944541.000000 Penalty: 1152.834106
	Iteration 33Q: 3 clusters Score -1.394454e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 212919 members 
Entering Unmasked Estep 
Score: -13944539.000000 Penalty: 1152.834106
	Iteration 34Q: 3 clusters Score -1.394454e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -13944569.000000 Penalty: 1152.834106
	Iteration 35Q: 3 clusters Score -1.394457e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104081 members 
Mstep: Class 2 contains 213506 members 
Entering Unmasked Estep 
Score: -13944634.000000 Penalty: 1152.834106
	Iteration 36Q: 3 clusters Score -1.394463e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 213763 members 
Entering Unmasked Estep 
Score: -13944630.000000 Penalty: 1152.834106
	Iteration 37Q: 3 clusters Score -1.394463e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 214046 members 
Entering Unmasked Estep 
Score: -13944650.000000 Penalty: 1152.834106
	Iteration 38Q: 3 clusters Score -1.394465e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 214324 members 
Entering Unmasked Estep 
Score: -13944651.000000 Penalty: 1152.834106
	Iteration 39Q: 3 clusters Score -1.394465e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Mstep: Class 2 contains 214635 members 
Entering Unmasked Estep 
Score: -13944671.000000 Penalty: 1152.834106
	Iteration 40F: 3 clusters Score -1.394467e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 214919 members 
Entering Unmasked Estep 
Score: -13944715.000000 Penalty: 1152.834106
	Iteration 41Q: 3 clusters Score -1.394472e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 215228 members 
Entering Unmasked Estep 
Score: -13944762.000000 Penalty: 1152.834106
	Iteration 42Q: 3 clusters Score -1.394476e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 215511 members 
Entering Unmasked Estep 
Score: -13944781.000000 Penalty: 1152.834106
	Iteration 43Q: 3 clusters Score -1.394478e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 215820 members 
Entering Unmasked Estep 
Score: -13944793.000000 Penalty: 1152.834106
	Iteration 44Q: 3 clusters Score -1.394479e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 216136 members 
Entering Unmasked Estep 
Score: -13944753.000000 Penalty: 1152.834106
	Iteration 45Q: 3 clusters Score -1.394475e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 216433 members 
Entering Unmasked Estep 
Score: -13944771.000000 Penalty: 1152.834106
	Iteration 46Q: 3 clusters Score -1.394477e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 216705 members 
Entering Unmasked Estep 
Score: -13944810.000000 Penalty: 1152.834106
	Iteration 47Q: 3 clusters Score -1.394481e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 216977 members 
Entering Unmasked Estep 
Score: -13944820.000000 Penalty: 1152.834106
	Iteration 48Q: 3 clusters Score -1.394482e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 217245 members 
Entering Unmasked Estep 
Score: -13944894.000000 Penalty: 1152.834106
	Iteration 49Q: 3 clusters Score -1.394489e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 217497 members 
Entering Unmasked Estep 
Score: -13944901.000000 Penalty: 1152.834106
	Iteration 50Q: 3 clusters Score -1.39449e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 217723 members 
Entering Unmasked Estep 
Score: -13944910.000000 Penalty: 1152.834106
	Iteration 51Q: 3 clusters Score -1.394491e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 217946 members 
Entering Unmasked Estep 
Score: -13944911.000000 Penalty: 1152.834106
	Iteration 52Q: 3 clusters Score -1.394491e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 218181 members 
Entering Unmasked Estep 
Score: -13944914.000000 Penalty: 1152.834106
	Iteration 53Q: 3 clusters Score -1.394491e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 218422 members 
Entering Unmasked Estep 
Score: -13944953.000000 Penalty: 1152.834106
	Iteration 54Q: 3 clusters Score -1.394495e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 218648 members 
Entering Unmasked Estep 
Score: -13944949.000000 Penalty: 1152.834106
	Iteration 55Q: 3 clusters Score -1.394495e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 218869 members 
Entering Unmasked Estep 
Score: -13944996.000000 Penalty: 1152.834106
	Iteration 56Q: 3 clusters Score -1.3945e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -13944997.000000 Penalty: 1152.834106
	Iteration 57Q: 3 clusters Score -1.3945e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 219279 members 
Entering Unmasked Estep 
Score: -13944995.000000 Penalty: 1152.834106
	Iteration 58Q: 3 clusters Score -1.3945e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 219479 members 
Entering Unmasked Estep 
Score: -13944980.000000 Penalty: 1152.834106
	Iteration 59Q: 3 clusters Score -1.394498e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 219678 members 
Entering Unmasked Estep 
Score: -13944985.000000 Penalty: 1152.834106
	Iteration 60F: 3 clusters Score -1.394498e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 219853 members 
Entering Unmasked Estep 
Score: -13944997.000000 Penalty: 1152.834106
	Iteration 61Q: 3 clusters Score -1.3945e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 220021 members 
Entering Unmasked Estep 
Score: -13945029.000000 Penalty: 1152.834106
	Iteration 62Q: 3 clusters Score -1.394503e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 220172 members 
Entering Unmasked Estep 
Score: -13945023.000000 Penalty: 1152.834106
	Iteration 63Q: 3 clusters Score -1.394502e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 220316 members 
Entering Unmasked Estep 
Score: -13945020.000000 Penalty: 1152.834106
	Iteration 64Q: 3 clusters Score -1.394502e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 220468 members 
Entering Unmasked Estep 
Score: -13945006.000000 Penalty: 1152.834106
	Iteration 65Q: 3 clusters Score -1.394501e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 220636 members 
Entering Unmasked Estep 
Score: -13945025.000000 Penalty: 1152.834106
	Iteration 66Q: 3 clusters Score -1.394502e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 220815 members 
Entering Unmasked Estep 
Score: -13945013.000000 Penalty: 1152.834106
	Iteration 67Q: 3 clusters Score -1.394501e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 220988 members 
Entering Unmasked Estep 
Score: -13945036.000000 Penalty: 1152.834106
	Iteration 68Q: 3 clusters Score -1.394504e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 221146 members 
Entering Unmasked Estep 
Score: -13945065.000000 Penalty: 1152.834106
	Iteration 69Q: 3 clusters Score -1.394506e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 221302 members 
Entering Unmasked Estep 
Score: -13945050.000000 Penalty: 1152.834106
	Iteration 70Q: 3 clusters Score -1.394505e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 221462 members 
Entering Unmasked Estep 
Score: -13945036.000000 Penalty: 1152.834106
	Iteration 71Q: 3 clusters Score -1.394504e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 221614 members 
Entering Unmasked Estep 
Score: -13945052.000000 Penalty: 1152.834106
	Iteration 72Q: 3 clusters Score -1.394505e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 221757 members 
Entering Unmasked Estep 
Score: -13945059.000000 Penalty: 1152.834106
	Iteration 73Q: 3 clusters Score -1.394506e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 221893 members 
Entering Unmasked Estep 
Score: -13945054.000000 Penalty: 1152.834106
	Iteration 74Q: 3 clusters Score -1.394505e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -13945051.000000 Penalty: 1152.834106
	Iteration 75Q: 3 clusters Score -1.394505e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 222148 members 
Entering Unmasked Estep 
Score: -13945055.000000 Penalty: 1152.834106
	Iteration 76Q: 3 clusters Score -1.394506e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 222260 members 
Entering Unmasked Estep 
Score: -13945035.000000 Penalty: 1152.834106
	Iteration 77Q: 3 clusters Score -1.394504e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 222361 members 
Entering Unmasked Estep 
Score: -13945055.000000 Penalty: 1152.834106
	Iteration 78Q: 3 clusters Score -1.394506e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 222457 members 
Entering Unmasked Estep 
Score: -13945052.000000 Penalty: 1152.834106
	Iteration 79Q: 3 clusters Score -1.394505e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 222545 members 
Entering Unmasked Estep 
Score: -13945080.000000 Penalty: 1152.834106
	Iteration 80F: 3 clusters Score -1.394508e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -13945091.000000 Penalty: 1152.834106
	Iteration 81Q: 3 clusters Score -1.394509e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 222723 members 
Entering Unmasked Estep 
Score: -13945087.000000 Penalty: 1152.834106
	Iteration 82Q: 3 clusters Score -1.394509e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -13945080.000000 Penalty: 1152.834106
	Iteration 83Q: 3 clusters Score -1.394508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 222919 members 
Entering Unmasked Estep 
Score: -13945110.000000 Penalty: 1152.834106
	Iteration 84Q: 3 clusters Score -1.394511e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 223013 members 
Entering Unmasked Estep 
Score: -13945117.000000 Penalty: 1152.834106
	Iteration 85Q: 3 clusters Score -1.394512e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 223118 members 
Entering Unmasked Estep 
Score: -13945135.000000 Penalty: 1152.834106
	Iteration 86Q: 3 clusters Score -1.394514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 223238 members 
Entering Unmasked Estep 
Score: -13945155.000000 Penalty: 1152.834106
	Iteration 87Q: 3 clusters Score -1.394516e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 223357 members 
Entering Unmasked Estep 
Score: -13945175.000000 Penalty: 1152.834106
	Iteration 88Q: 3 clusters Score -1.394518e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 223471 members 
Entering Unmasked Estep 
Score: -13945186.000000 Penalty: 1152.834106
	Iteration 89Q: 3 clusters Score -1.394519e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 223578 members 
Entering Unmasked Estep 
Score: -13945207.000000 Penalty: 1152.834106
	Iteration 90Q: 3 clusters Score -1.394521e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -13945212.000000 Penalty: 1152.834106
	Iteration 91Q: 3 clusters Score -1.394521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 223727 members 
Entering Unmasked Estep 
Score: -13945216.000000 Penalty: 1152.834106
	Iteration 92Q: 3 clusters Score -1.394522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 223794 members 
Entering Unmasked Estep 
Score: -13945228.000000 Penalty: 1152.834106
	Iteration 93Q: 3 clusters Score -1.394523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 223847 members 
Entering Unmasked Estep 
Score: -13945233.000000 Penalty: 1152.834106
	Iteration 94Q: 3 clusters Score -1.394523e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 223899 members 
Entering Unmasked Estep 
Score: -13945230.000000 Penalty: 1152.834106
	Iteration 95Q: 3 clusters Score -1.394523e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 223951 members 
Entering Unmasked Estep 
Score: -13945229.000000 Penalty: 1152.834106
	Iteration 96Q: 3 clusters Score -1.394523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 223994 members 
Entering Unmasked Estep 
Score: -13945239.000000 Penalty: 1152.834106
	Iteration 97Q: 3 clusters Score -1.394524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 224035 members 
Entering Unmasked Estep 
Score: -13945253.000000 Penalty: 1152.834106
	Iteration 98Q: 3 clusters Score -1.394525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 224059 members 
Entering Unmasked Estep 
Score: -13945253.000000 Penalty: 1152.834106
	Iteration 99Q: 3 clusters Score -1.394525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 224090 members 
Entering Unmasked Estep 
Score: -13945241.000000 Penalty: 1152.834106
	Iteration 100F: 3 clusters Score -1.394524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 224118 members 
Entering Unmasked Estep 
Score: -13945260.000000 Penalty: 1152.834106
	Iteration 101Q: 3 clusters Score -1.394526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 224136 members 
Entering Unmasked Estep 
Score: -13945253.000000 Penalty: 1152.834106
	Iteration 102Q: 3 clusters Score -1.394525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -13945251.000000 Penalty: 1152.834106
	Iteration 103Q: 3 clusters Score -1.394525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 224161 members 
Entering Unmasked Estep 
Score: -13945248.000000 Penalty: 1152.834106
	Iteration 104Q: 3 clusters Score -1.394525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 224170 members 
Entering Unmasked Estep 
Score: -13945254.000000 Penalty: 1152.834106
	Iteration 105Q: 3 clusters Score -1.394525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 224182 members 
Entering Unmasked Estep 
Score: -13945251.000000 Penalty: 1152.834106
	Iteration 106Q: 3 clusters Score -1.394525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 224191 members 
Entering Unmasked Estep 
Score: -13945247.000000 Penalty: 1152.834106
	Iteration 107Q: 3 clusters Score -1.394525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 224198 members 
Entering Unmasked Estep 
Score: -13945250.000000 Penalty: 1152.834106
	Iteration 108Q: 3 clusters Score -1.394525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 224203 members 
Entering Unmasked Estep 
Score: -13945250.000000 Penalty: 1152.834106
	Iteration 109Q: 3 clusters Score -1.394525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 224210 members 
Entering Unmasked Estep 
Score: -13945255.000000 Penalty: 1152.834106
	Iteration 110Q: 3 clusters Score -1.394526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 224219 members 
Entering Unmasked Estep 
Score: -13945266.000000 Penalty: 1152.834106
	Iteration 111Q: 3 clusters Score -1.394527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 224229 members 
Entering Unmasked Estep 
Score: -13945253.000000 Penalty: 1152.834106
	Iteration 112Q: 3 clusters Score -1.394525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 224238 members 
Entering Unmasked Estep 
Score: -13945252.000000 Penalty: 1152.834106
	Iteration 113Q: 3 clusters Score -1.394525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -13945269.000000 Penalty: 1152.834106
	Iteration 114Q: 3 clusters Score -1.394527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 224259 members 
Entering Unmasked Estep 
Score: -13945270.000000 Penalty: 1152.834106
	Iteration 115Q: 3 clusters Score -1.394527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -13945265.000000 Penalty: 1152.834106
	Iteration 116Q: 3 clusters Score -1.394526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 224280 members 
Entering Unmasked Estep 
Score: -13945270.000000 Penalty: 1152.834106
	Iteration 117Q: 3 clusters Score -1.394527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 224290 members 
Entering Unmasked Estep 
Score: -13945272.000000 Penalty: 1152.834106
	Iteration 118Q: 3 clusters Score -1.394527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 224295 members 
Entering Unmasked Estep 
Score: -13945267.000000 Penalty: 1152.834106
	Iteration 119Q: 3 clusters Score -1.394527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 224297 members 
Entering Unmasked Estep 
Score: -13945262.000000 Penalty: 1152.834106
	Iteration 120F: 3 clusters Score -1.394526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 224298 members 
Entering Unmasked Estep 
Score: -13945263.000000 Penalty: 1152.834106
	Iteration 121Q: 3 clusters Score -1.394526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 224299 members 
Entering Unmasked Estep 
Score: -13945261.000000 Penalty: 1152.834106
	Iteration 122Q: 3 clusters Score -1.394526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 224301 members 
Entering Unmasked Estep 
Score: -13945267.000000 Penalty: 1152.834106
	Iteration 123Q: 3 clusters Score -1.394527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 224304 members 
Entering Unmasked Estep 
Score: -13945262.000000 Penalty: 1152.834106
	Iteration 124Q: 3 clusters Score -1.394526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 224307 members 
Entering Unmasked Estep 
Score: -13945263.000000 Penalty: 1152.834106
	Iteration 125Q: 3 clusters Score -1.394526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 224310 members 
Entering Unmasked Estep 
Score: -13945271.000000 Penalty: 1152.834106
	Iteration 126Q: 3 clusters Score -1.394527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 224313 members 
Entering Unmasked Estep 
Score: -13945274.000000 Penalty: 1152.834106
	Iteration 127Q: 3 clusters Score -1.394527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 224315 members 
Entering Unmasked Estep 
Score: -13945275.000000 Penalty: 1152.834106
	Iteration 128Q: 3 clusters Score -1.394528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 224317 members 
Entering Unmasked Estep 
Score: -13945276.000000 Penalty: 1152.834106
	Iteration 129Q: 3 clusters Score -1.394528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 224318 members 
Entering Unmasked Estep 
Score: -13945277.000000 Penalty: 1152.834106
	Iteration 130Q: 3 clusters Score -1.394528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 224319 members 
Entering Unmasked Estep 
Score: -13945277.000000 Penalty: 1152.834106
	Iteration 131Q: 3 clusters Score -1.394528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 224319 members 
Entering Unmasked Estep 
Score: -13945277.000000 Penalty: 1152.834106
	Iteration 132F: 3 clusters Score -1.394528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 58524 members 
Mstep: Class 4 contains 177923 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 6 contains 224319 members 
Mstep: Class 11 contains 16442 members 
Mstep: Class 12 contains 93268 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 437356 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 19 contains 36921 members 
Mstep: Class 21 contains 40864 members 
Entering Unmasked Estep 
Score: -46860312.000000 Penalty: 8236.743164
Splitting cluster 12 changes total score from -46849184.000000 to -46860312.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -48750.675781 Penalty: 310.902954
	Iteration 0F: 2 clusters Score -48750.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47952.140625 Penalty: 621.805908
	Iteration 0F: 3 clusters Score -47952.14 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48141.855469 Penalty: 621.805908
	Iteration 1F: 3 clusters Score -48141.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48171.375000 Penalty: 621.805908
	Iteration 2F: 3 clusters Score -48171.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48197.488281 Penalty: 621.805908
	Iteration 3Q: 3 clusters Score -48197.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48218.421875 Penalty: 621.805908
	Iteration 4Q: 3 clusters Score -48218.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48230.859375 Penalty: 621.805908
	Iteration 5Q: 3 clusters Score -48230.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -48245.281250 Penalty: 621.805908
	Iteration 6Q: 3 clusters Score -48245.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48260.625000 Penalty: 621.805908
	Iteration 7Q: 3 clusters Score -48260.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48273.929688 Penalty: 621.805908
	Iteration 8Q: 3 clusters Score -48273.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -48281.570312 Penalty: 621.805908
	Iteration 9Q: 3 clusters Score -48281.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48287.761719 Penalty: 621.805908
	Iteration 10Q: 3 clusters Score -48287.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48293.226562 Penalty: 621.805908
	Iteration 11Q: 3 clusters Score -48293.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48295.359375 Penalty: 621.805908
	Iteration 12Q: 3 clusters Score -48295.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48296.671875 Penalty: 621.805908
	Iteration 13Q: 3 clusters Score -48296.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48298.093750 Penalty: 621.805908
	Iteration 14Q: 3 clusters Score -48298.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48299.031250 Penalty: 621.805908
	Iteration 15Q: 3 clusters Score -48299.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48299.867188 Penalty: 621.805908
	Iteration 16Q: 3 clusters Score -48299.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48299.867188 Penalty: 621.805908
	Iteration 17F: 3 clusters Score -48299.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (437356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437356 members 
Entering Unmasked Estep 
Score: -18849882.000000 Penalty: 590.976868
	Iteration 0F: 2 clusters Score -1.884988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219230 members 
Mstep: Class 2 contains 218126 members 
Entering Unmasked Estep 
Score: -18582826.000000 Penalty: 1181.953735
	Iteration 0F: 3 clusters Score -1.858283e+07 nChanged 216126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239036 members 
Mstep: Class 2 contains 198320 members 
Entering Unmasked Estep 
Score: -18726260.000000 Penalty: 1181.953735
	Iteration 1F: 3 clusters Score -1.872626e+07 nChanged 22279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244929 members 
Mstep: Class 2 contains 192427 members 
Entering Unmasked Estep 
Score: -18743662.000000 Penalty: 1181.953735
	Iteration 2F: 3 clusters Score -1.874366e+07 nChanged 27664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250673 members 
Mstep: Class 2 contains 186683 members 
Entering Unmasked Estep 
Score: -18767404.000000 Penalty: 1181.953735
	Iteration 3F: 3 clusters Score -1.87674e+07 nChanged 30299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254928 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -18789772.000000 Penalty: 1181.953735
	Iteration 4F: 3 clusters Score -1.878977e+07 nChanged 27666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258180 members 
Mstep: Class 2 contains 179176 members 
Entering Unmasked Estep 
Score: -18806434.000000 Penalty: 1181.953735
	Iteration 5F: 3 clusters Score -1.880643e+07 nChanged 23092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260514 members 
Mstep: Class 2 contains 176842 members 
Entering Unmasked Estep 
Score: -18817718.000000 Penalty: 1181.953735
	Iteration 6F: 3 clusters Score -1.881772e+07 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262153 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -18824742.000000 Penalty: 1181.953735
	Iteration 7Q: 3 clusters Score -1.882474e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263361 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -18828838.000000 Penalty: 1181.953735
	Iteration 8Q: 3 clusters Score -1.882884e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264518 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -18831572.000000 Penalty: 1181.953735
	Iteration 9Q: 3 clusters Score -1.883157e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265509 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -18833234.000000 Penalty: 1181.953735
	Iteration 10Q: 3 clusters Score -1.883323e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266370 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -18834104.000000 Penalty: 1181.953735
	Iteration 11Q: 3 clusters Score -1.88341e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267046 members 
Mstep: Class 2 contains 170310 members 
Entering Unmasked Estep 
Score: -18834818.000000 Penalty: 1181.953735
	Iteration 12Q: 3 clusters Score -1.883482e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267541 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -18835242.000000 Penalty: 1181.953735
	Iteration 13Q: 3 clusters Score -1.883524e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267897 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -18835644.000000 Penalty: 1181.953735
	Iteration 14Q: 3 clusters Score -1.883564e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268182 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -18835946.000000 Penalty: 1181.953735
	Iteration 15Q: 3 clusters Score -1.883595e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268579 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -18836146.000000 Penalty: 1181.953735
	Iteration 16Q: 3 clusters Score -1.883615e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269051 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -18836336.000000 Penalty: 1181.953735
	Iteration 17Q: 3 clusters Score -1.883634e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269508 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -18836368.000000 Penalty: 1181.953735
	Iteration 18Q: 3 clusters Score -1.883637e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270011 members 
Mstep: Class 2 contains 167345 members 
Entering Unmasked Estep 
Score: -18836446.000000 Penalty: 1181.953735
	Iteration 19Q: 3 clusters Score -1.883645e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270606 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -18836524.000000 Penalty: 1181.953735
	Iteration 20F: 3 clusters Score -1.883652e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271256 members 
Mstep: Class 2 contains 166100 members 
Entering Unmasked Estep 
Score: -18836646.000000 Penalty: 1181.953735
	Iteration 21Q: 3 clusters Score -1.883665e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271988 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -18836702.000000 Penalty: 1181.953735
	Iteration 22Q: 3 clusters Score -1.88367e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272804 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -18836710.000000 Penalty: 1181.953735
	Iteration 23Q: 3 clusters Score -1.883671e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273734 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -18836834.000000 Penalty: 1181.953735
	Iteration 24Q: 3 clusters Score -1.883683e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274849 members 
Mstep: Class 2 contains 162507 members 
Entering Unmasked Estep 
Score: -18836846.000000 Penalty: 1181.953735
	Iteration 25Q: 3 clusters Score -1.883685e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276124 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -18836962.000000 Penalty: 1181.953735
	Iteration 26Q: 3 clusters Score -1.883696e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277576 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -18837086.000000 Penalty: 1181.953735
	Iteration 27Q: 3 clusters Score -1.883709e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279138 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -18837246.000000 Penalty: 1181.953735
	Iteration 28Q: 3 clusters Score -1.883725e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280829 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -18837282.000000 Penalty: 1181.953735
	Iteration 29Q: 3 clusters Score -1.883728e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282621 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -18837354.000000 Penalty: 1181.953735
	Iteration 30Q: 3 clusters Score -1.883735e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284612 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -18837528.000000 Penalty: 1181.953735
	Iteration 31Q: 3 clusters Score -1.883753e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286882 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -18837912.000000 Penalty: 1181.953735
	Iteration 32Q: 3 clusters Score -1.883791e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289512 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -18838272.000000 Penalty: 1181.953735
	Iteration 33Q: 3 clusters Score -1.883827e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292288 members 
Mstep: Class 2 contains 145068 members 
Entering Unmasked Estep 
Score: -18838640.000000 Penalty: 1181.953735
	Iteration 34Q: 3 clusters Score -1.883864e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295238 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -18839138.000000 Penalty: 1181.953735
	Iteration 35Q: 3 clusters Score -1.883914e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298393 members 
Mstep: Class 2 contains 138963 members 
Entering Unmasked Estep 
Score: -18839640.000000 Penalty: 1181.953735
	Iteration 36Q: 3 clusters Score -1.883964e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301835 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -18840098.000000 Penalty: 1181.953735
	Iteration 37Q: 3 clusters Score -1.88401e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305566 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -18840826.000000 Penalty: 1181.953735
	Iteration 38Q: 3 clusters Score -1.884083e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309540 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -18841262.000000 Penalty: 1181.953735
	Iteration 39Q: 3 clusters Score -1.884126e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313894 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -18841928.000000 Penalty: 1181.953735
	Iteration 40F: 3 clusters Score -1.884193e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318562 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -18842558.000000 Penalty: 1181.953735
	Iteration 41Q: 3 clusters Score -1.884256e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323435 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -18843120.000000 Penalty: 1181.953735
	Iteration 42Q: 3 clusters Score -1.884312e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328432 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -18843704.000000 Penalty: 1181.953735
	Iteration 43Q: 3 clusters Score -1.88437e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333657 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -18844430.000000 Penalty: 1181.953735
	Iteration 44Q: 3 clusters Score -1.884443e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339164 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -18845146.000000 Penalty: 1181.953735
	Iteration 45Q: 3 clusters Score -1.884515e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344884 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -18845938.000000 Penalty: 1181.953735
	Iteration 46Q: 3 clusters Score -1.884594e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350895 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -18846564.000000 Penalty: 1181.953735
	Iteration 47Q: 3 clusters Score -1.884656e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357164 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -18847388.000000 Penalty: 1181.953735
	Iteration 48Q: 3 clusters Score -1.884739e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363406 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -18847884.000000 Penalty: 1181.953735
	Iteration 49Q: 3 clusters Score -1.884788e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369662 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -18848428.000000 Penalty: 1181.953735
	Iteration 50Q: 3 clusters Score -1.884843e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375825 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -18848832.000000 Penalty: 1181.953735
	Iteration 51Q: 3 clusters Score -1.884883e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381704 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -18849082.000000 Penalty: 1181.953735
	Iteration 52Q: 3 clusters Score -1.884908e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387288 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -18849438.000000 Penalty: 1181.953735
	Iteration 53Q: 3 clusters Score -1.884944e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392515 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -18849554.000000 Penalty: 1181.953735
	Iteration 54Q: 3 clusters Score -1.884955e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397208 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -18849742.000000 Penalty: 1181.953735
	Iteration 55Q: 3 clusters Score -1.884974e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401507 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -18849732.000000 Penalty: 1181.953735
	Iteration 56Q: 3 clusters Score -1.884973e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405443 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -18849766.000000 Penalty: 1181.953735
	Iteration 57Q: 3 clusters Score -1.884977e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408961 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -18849716.000000 Penalty: 1181.953735
	Iteration 58Q: 3 clusters Score -1.884972e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412106 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -18849562.000000 Penalty: 1181.953735
	Iteration 59Q: 3 clusters Score -1.884956e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414915 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 1181.953735
	Iteration 60F: 3 clusters Score -1.884964e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417350 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -18849770.000000 Penalty: 1181.953735
	Iteration 61Q: 3 clusters Score -1.884977e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419516 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -18849654.000000 Penalty: 1181.953735
	Iteration 62Q: 3 clusters Score -1.884965e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421367 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -18849530.000000 Penalty: 1181.953735
	Iteration 63Q: 3 clusters Score -1.884953e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422992 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -18849584.000000 Penalty: 1181.953735
	Iteration 64Q: 3 clusters Score -1.884958e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424447 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -18849574.000000 Penalty: 1181.953735
	Iteration 65Q: 3 clusters Score -1.884957e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425726 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -18849460.000000 Penalty: 1181.953735
	Iteration 66Q: 3 clusters Score -1.884946e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426828 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -18849406.000000 Penalty: 1181.953735
	Iteration 67Q: 3 clusters Score -1.884941e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427840 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -18849452.000000 Penalty: 1181.953735
	Iteration 68Q: 3 clusters Score -1.884945e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428715 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -18849376.000000 Penalty: 1181.953735
	Iteration 69Q: 3 clusters Score -1.884938e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429518 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -18849354.000000 Penalty: 1181.953735
	Iteration 70Q: 3 clusters Score -1.884935e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430194 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -18849398.000000 Penalty: 1181.953735
	Iteration 71Q: 3 clusters Score -1.88494e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430771 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -18849280.000000 Penalty: 1181.953735
	Iteration 72Q: 3 clusters Score -1.884928e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431286 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -18849340.000000 Penalty: 1181.953735
	Iteration 73Q: 3 clusters Score -1.884934e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431737 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -18849284.000000 Penalty: 1181.953735
	Iteration 74Q: 3 clusters Score -1.884928e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432129 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -18849292.000000 Penalty: 1181.953735
	Iteration 75Q: 3 clusters Score -1.884929e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432470 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -18849340.000000 Penalty: 1181.953735
	Iteration 76Q: 3 clusters Score -1.884934e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432765 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -18849362.000000 Penalty: 1181.953735
	Iteration 77Q: 3 clusters Score -1.884936e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433025 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -18849420.000000 Penalty: 1181.953735
	Iteration 78Q: 3 clusters Score -1.884942e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433269 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -18849464.000000 Penalty: 1181.953735
	Iteration 79Q: 3 clusters Score -1.884946e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433465 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18849460.000000 Penalty: 1181.953735
	Iteration 80F: 3 clusters Score -1.884946e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433617 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -18849496.000000 Penalty: 1181.953735
	Iteration 81Q: 3 clusters Score -1.88495e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433743 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18849484.000000 Penalty: 1181.953735
	Iteration 82Q: 3 clusters Score -1.884948e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433840 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -18849460.000000 Penalty: 1181.953735
	Iteration 83Q: 3 clusters Score -1.884946e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433939 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -18849470.000000 Penalty: 1181.953735
	Iteration 84Q: 3 clusters Score -1.884947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434027 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -18849480.000000 Penalty: 1181.953735
	Iteration 85Q: 3 clusters Score -1.884948e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434107 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -18849450.000000 Penalty: 1181.953735
	Iteration 86Q: 3 clusters Score -1.884945e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434197 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -18849468.000000 Penalty: 1181.953735
	Iteration 87Q: 3 clusters Score -1.884947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434285 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -18849482.000000 Penalty: 1181.953735
	Iteration 88Q: 3 clusters Score -1.884948e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434371 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18849502.000000 Penalty: 1181.953735
	Iteration 89Q: 3 clusters Score -1.88495e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434440 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -18849512.000000 Penalty: 1181.953735
	Iteration 90Q: 3 clusters Score -1.884951e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434492 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -18849520.000000 Penalty: 1181.953735
	Iteration 91Q: 3 clusters Score -1.884952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434535 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -18849514.000000 Penalty: 1181.953735
	Iteration 92Q: 3 clusters Score -1.884951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434571 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18849508.000000 Penalty: 1181.953735
	Iteration 93Q: 3 clusters Score -1.884951e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434606 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -18849504.000000 Penalty: 1181.953735
	Iteration 94Q: 3 clusters Score -1.88495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434645 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -18849486.000000 Penalty: 1181.953735
	Iteration 95Q: 3 clusters Score -1.884949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434672 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18849492.000000 Penalty: 1181.953735
	Iteration 96Q: 3 clusters Score -1.884949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434698 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -18849510.000000 Penalty: 1181.953735
	Iteration 97Q: 3 clusters Score -1.884951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434723 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -18849518.000000 Penalty: 1181.953735
	Iteration 98Q: 3 clusters Score -1.884952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434747 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18849508.000000 Penalty: 1181.953735
	Iteration 99Q: 3 clusters Score -1.884951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434767 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -18849504.000000 Penalty: 1181.953735
	Iteration 100F: 3 clusters Score -1.88495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434782 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -18849508.000000 Penalty: 1181.953735
	Iteration 101Q: 3 clusters Score -1.884951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434800 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -18849506.000000 Penalty: 1181.953735
	Iteration 102Q: 3 clusters Score -1.884951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434814 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -18849512.000000 Penalty: 1181.953735
	Iteration 103Q: 3 clusters Score -1.884951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434833 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18849532.000000 Penalty: 1181.953735
	Iteration 104Q: 3 clusters Score -1.884953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434854 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -18849530.000000 Penalty: 1181.953735
	Iteration 105Q: 3 clusters Score -1.884953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434870 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18849530.000000 Penalty: 1181.953735
	Iteration 106Q: 3 clusters Score -1.884953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434896 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18849532.000000 Penalty: 1181.953735
	Iteration 107Q: 3 clusters Score -1.884953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434932 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -18849532.000000 Penalty: 1181.953735
	Iteration 108Q: 3 clusters Score -1.884953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434957 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -18849526.000000 Penalty: 1181.953735
	Iteration 109Q: 3 clusters Score -1.884953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434989 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18849520.000000 Penalty: 1181.953735
	Iteration 110Q: 3 clusters Score -1.884952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435024 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18849524.000000 Penalty: 1181.953735
	Iteration 111Q: 3 clusters Score -1.884952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435044 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -18849520.000000 Penalty: 1181.953735
	Iteration 112Q: 3 clusters Score -1.884952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435060 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -18849524.000000 Penalty: 1181.953735
	Iteration 113Q: 3 clusters Score -1.884952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435067 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18849534.000000 Penalty: 1181.953735
	Iteration 114Q: 3 clusters Score -1.884953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435076 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18849540.000000 Penalty: 1181.953735
	Iteration 115Q: 3 clusters Score -1.884954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435082 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18849536.000000 Penalty: 1181.953735
	Iteration 116Q: 3 clusters Score -1.884954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435094 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18849550.000000 Penalty: 1181.953735
	Iteration 117Q: 3 clusters Score -1.884955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435101 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -18849538.000000 Penalty: 1181.953735
	Iteration 118Q: 3 clusters Score -1.884954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435104 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -18849538.000000 Penalty: 1181.953735
	Iteration 119Q: 3 clusters Score -1.884954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435114 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18849546.000000 Penalty: 1181.953735
	Iteration 120F: 3 clusters Score -1.884955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435129 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -18849552.000000 Penalty: 1181.953735
	Iteration 121Q: 3 clusters Score -1.884955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435140 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -18849544.000000 Penalty: 1181.953735
	Iteration 122Q: 3 clusters Score -1.884954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435145 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18849562.000000 Penalty: 1181.953735
	Iteration 123Q: 3 clusters Score -1.884956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435148 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -18849570.000000 Penalty: 1181.953735
	Iteration 124Q: 3 clusters Score -1.884957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435155 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18849574.000000 Penalty: 1181.953735
	Iteration 125Q: 3 clusters Score -1.884957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435156 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18849568.000000 Penalty: 1181.953735
	Iteration 126Q: 3 clusters Score -1.884957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435164 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18849580.000000 Penalty: 1181.953735
	Iteration 127Q: 3 clusters Score -1.884958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435171 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -18849590.000000 Penalty: 1181.953735
	Iteration 128Q: 3 clusters Score -1.884959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435177 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18849588.000000 Penalty: 1181.953735
	Iteration 129Q: 3 clusters Score -1.884959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435185 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18849580.000000 Penalty: 1181.953735
	Iteration 130Q: 3 clusters Score -1.884958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435188 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18849574.000000 Penalty: 1181.953735
	Iteration 131Q: 3 clusters Score -1.884957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435192 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -18849584.000000 Penalty: 1181.953735
	Iteration 132Q: 3 clusters Score -1.884958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435195 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18849592.000000 Penalty: 1181.953735
	Iteration 133Q: 3 clusters Score -1.884959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435199 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -18849598.000000 Penalty: 1181.953735
	Iteration 134Q: 3 clusters Score -1.88496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435210 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -18849600.000000 Penalty: 1181.953735
	Iteration 135Q: 3 clusters Score -1.88496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435218 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18849600.000000 Penalty: 1181.953735
	Iteration 136Q: 3 clusters Score -1.88496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435229 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -18849600.000000 Penalty: 1181.953735
	Iteration 137Q: 3 clusters Score -1.88496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435236 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18849608.000000 Penalty: 1181.953735
	Iteration 138Q: 3 clusters Score -1.884961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435242 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -18849610.000000 Penalty: 1181.953735
	Iteration 139Q: 3 clusters Score -1.884961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435254 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18849614.000000 Penalty: 1181.953735
	Iteration 140F: 3 clusters Score -1.884961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435268 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18849598.000000 Penalty: 1181.953735
	Iteration 141Q: 3 clusters Score -1.88496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435281 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18849600.000000 Penalty: 1181.953735
	Iteration 142Q: 3 clusters Score -1.88496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435285 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -18849608.000000 Penalty: 1181.953735
	Iteration 143Q: 3 clusters Score -1.884961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435290 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -18849620.000000 Penalty: 1181.953735
	Iteration 144Q: 3 clusters Score -1.884962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435296 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18849612.000000 Penalty: 1181.953735
	Iteration 145Q: 3 clusters Score -1.884961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435299 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18849618.000000 Penalty: 1181.953735
	Iteration 146Q: 3 clusters Score -1.884962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435305 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -18849620.000000 Penalty: 1181.953735
	Iteration 147Q: 3 clusters Score -1.884962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435312 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -18849630.000000 Penalty: 1181.953735
	Iteration 148Q: 3 clusters Score -1.884963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435311 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -18849632.000000 Penalty: 1181.953735
	Iteration 149Q: 3 clusters Score -1.884963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435314 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -18849648.000000 Penalty: 1181.953735
	Iteration 150Q: 3 clusters Score -1.884965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435314 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -18849636.000000 Penalty: 1181.953735
	Iteration 151Q: 3 clusters Score -1.884964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435316 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 1181.953735
	Iteration 152Q: 3 clusters Score -1.884964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435317 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -18849654.000000 Penalty: 1181.953735
	Iteration 153Q: 3 clusters Score -1.884965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435314 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -18849642.000000 Penalty: 1181.953735
	Iteration 154Q: 3 clusters Score -1.884964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435315 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18849642.000000 Penalty: 1181.953735
	Iteration 155Q: 3 clusters Score -1.884964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435322 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -18849634.000000 Penalty: 1181.953735
	Iteration 156Q: 3 clusters Score -1.884963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435322 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -18849634.000000 Penalty: 1181.953735
	Iteration 157Q: 3 clusters Score -1.884963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435334 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -18849644.000000 Penalty: 1181.953735
	Iteration 158Q: 3 clusters Score -1.884964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435344 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -18849648.000000 Penalty: 1181.953735
	Iteration 159Q: 3 clusters Score -1.884965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435353 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -18849660.000000 Penalty: 1181.953735
	Iteration 160F: 3 clusters Score -1.884966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435367 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18849640.000000 Penalty: 1181.953735
	Iteration 161Q: 3 clusters Score -1.884964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435378 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18849650.000000 Penalty: 1181.953735
	Iteration 162Q: 3 clusters Score -1.884965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435379 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18849644.000000 Penalty: 1181.953735
	Iteration 163Q: 3 clusters Score -1.884964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435382 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18849652.000000 Penalty: 1181.953735
	Iteration 164Q: 3 clusters Score -1.884965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435385 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -18849658.000000 Penalty: 1181.953735
	Iteration 165Q: 3 clusters Score -1.884966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435389 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -18849656.000000 Penalty: 1181.953735
	Iteration 166Q: 3 clusters Score -1.884966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435393 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -18849646.000000 Penalty: 1181.953735
	Iteration 167Q: 3 clusters Score -1.884965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435397 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -18849652.000000 Penalty: 1181.953735
	Iteration 168Q: 3 clusters Score -1.884965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435397 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -18849658.000000 Penalty: 1181.953735
	Iteration 169Q: 3 clusters Score -1.884966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435401 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18849654.000000 Penalty: 1181.953735
	Iteration 170Q: 3 clusters Score -1.884965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435404 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -18849660.000000 Penalty: 1181.953735
	Iteration 171Q: 3 clusters Score -1.884966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435410 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -18849664.000000 Penalty: 1181.953735
	Iteration 172Q: 3 clusters Score -1.884966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435412 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18849668.000000 Penalty: 1181.953735
	Iteration 173Q: 3 clusters Score -1.884967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435415 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18849682.000000 Penalty: 1181.953735
	Iteration 174Q: 3 clusters Score -1.884968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435416 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18849676.000000 Penalty: 1181.953735
	Iteration 175Q: 3 clusters Score -1.884968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435416 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18849680.000000 Penalty: 1181.953735
	Iteration 176Q: 3 clusters Score -1.884968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435419 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -18849684.000000 Penalty: 1181.953735
	Iteration 177Q: 3 clusters Score -1.884968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435423 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18849672.000000 Penalty: 1181.953735
	Iteration 178Q: 3 clusters Score -1.884967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435425 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18849672.000000 Penalty: 1181.953735
	Iteration 179Q: 3 clusters Score -1.884967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435431 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18849666.000000 Penalty: 1181.953735
	Iteration 180F: 3 clusters Score -1.884967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435435 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -18849650.000000 Penalty: 1181.953735
	Iteration 181Q: 3 clusters Score -1.884965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435442 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18849634.000000 Penalty: 1181.953735
	Iteration 182Q: 3 clusters Score -1.884963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435446 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18849636.000000 Penalty: 1181.953735
	Iteration 183Q: 3 clusters Score -1.884964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435448 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -18849646.000000 Penalty: 1181.953735
	Iteration 184Q: 3 clusters Score -1.884965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435449 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -18849652.000000 Penalty: 1181.953735
	Iteration 185Q: 3 clusters Score -1.884965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435453 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 1181.953735
	Iteration 186Q: 3 clusters Score -1.884964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435454 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18849642.000000 Penalty: 1181.953735
	Iteration 187Q: 3 clusters Score -1.884964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435458 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18849634.000000 Penalty: 1181.953735
	Iteration 188Q: 3 clusters Score -1.884963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435463 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 1181.953735
	Iteration 189Q: 3 clusters Score -1.884964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435471 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -18849640.000000 Penalty: 1181.953735
	Iteration 190Q: 3 clusters Score -1.884964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435474 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -18849636.000000 Penalty: 1181.953735
	Iteration 191Q: 3 clusters Score -1.884964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435484 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 1181.953735
	Iteration 192Q: 3 clusters Score -1.884964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435490 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18849644.000000 Penalty: 1181.953735
	Iteration 193Q: 3 clusters Score -1.884964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435498 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18849666.000000 Penalty: 1181.953735
	Iteration 194Q: 3 clusters Score -1.884967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435501 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18849670.000000 Penalty: 1181.953735
	Iteration 195Q: 3 clusters Score -1.884967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435507 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18849678.000000 Penalty: 1181.953735
	Iteration 196Q: 3 clusters Score -1.884968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435511 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18849666.000000 Penalty: 1181.953735
	Iteration 197Q: 3 clusters Score -1.884967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435515 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18849662.000000 Penalty: 1181.953735
	Iteration 198Q: 3 clusters Score -1.884966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435520 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18849672.000000 Penalty: 1181.953735
	Iteration 199Q: 3 clusters Score -1.884967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -18849670.000000 Penalty: 1181.953735
	Iteration 200F: 3 clusters Score -1.884967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435530 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -18849668.000000 Penalty: 1181.953735
	Iteration 201Q: 3 clusters Score -1.884967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435536 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18849668.000000 Penalty: 1181.953735
	Iteration 202Q: 3 clusters Score -1.884967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435540 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18849670.000000 Penalty: 1181.953735
	Iteration 203Q: 3 clusters Score -1.884967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435545 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18849668.000000 Penalty: 1181.953735
	Iteration 204Q: 3 clusters Score -1.884967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435547 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18849654.000000 Penalty: 1181.953735
	Iteration 205Q: 3 clusters Score -1.884965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18849650.000000 Penalty: 1181.953735
	Iteration 206Q: 3 clusters Score -1.884965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18849642.000000 Penalty: 1181.953735
	Iteration 207Q: 3 clusters Score -1.884964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435548 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18849652.000000 Penalty: 1181.953735
	Iteration 208Q: 3 clusters Score -1.884965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435546 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18849672.000000 Penalty: 1181.953735
	Iteration 209Q: 3 clusters Score -1.884967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435546 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18849676.000000 Penalty: 1181.953735
	Iteration 210Q: 3 clusters Score -1.884968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435545 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18849670.000000 Penalty: 1181.953735
	Iteration 211Q: 3 clusters Score -1.884967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435545 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18849672.000000 Penalty: 1181.953735
	Iteration 212Q: 3 clusters Score -1.884967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435547 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18849664.000000 Penalty: 1181.953735
	Iteration 213Q: 3 clusters Score -1.884966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435549 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18849666.000000 Penalty: 1181.953735
	Iteration 214Q: 3 clusters Score -1.884967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435549 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18849666.000000 Penalty: 1181.953735
	Iteration 215F: 3 clusters Score -1.884967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -294403.062500 Penalty: 403.455109
	Iteration 0F: 2 clusters Score -294403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -289619.750000 Penalty: 806.910217
	Iteration 0F: 3 clusters Score -289619.8 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -291522.718750 Penalty: 806.910217
	Iteration 1F: 3 clusters Score -291522.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -291739.062500 Penalty: 806.910217
	Iteration 2F: 3 clusters Score -291739.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -291996.812500 Penalty: 806.910217
	Iteration 3F: 3 clusters Score -291996.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -292355.750000 Penalty: 806.910217
	Iteration 4F: 3 clusters Score -292355.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -292823.218750 Penalty: 806.910217
	Iteration 5F: 3 clusters Score -292823.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -293249.750000 Penalty: 806.910217
	Iteration 6F: 3 clusters Score -293249.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -293518.687500 Penalty: 806.910217
	Iteration 7Q: 3 clusters Score -293518.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -293665.218750 Penalty: 806.910217
	Iteration 8Q: 3 clusters Score -293665.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293736.937500 Penalty: 806.910217
	Iteration 9Q: 3 clusters Score -293736.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -293778.625000 Penalty: 806.910217
	Iteration 10Q: 3 clusters Score -293778.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -293814.687500 Penalty: 806.910217
	Iteration 11Q: 3 clusters Score -293814.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -293845.093750 Penalty: 806.910217
	Iteration 12Q: 3 clusters Score -293845.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -293877.218750 Penalty: 806.910217
	Iteration 13Q: 3 clusters Score -293877.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -293903.218750 Penalty: 806.910217
	Iteration 14Q: 3 clusters Score -293903.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -293924.000000 Penalty: 806.910217
	Iteration 15Q: 3 clusters Score -293924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -293946.468750 Penalty: 806.910217
	Iteration 16Q: 3 clusters Score -293946.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -293964.093750 Penalty: 806.910217
	Iteration 17Q: 3 clusters Score -293964.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -293975.593750 Penalty: 806.910217
	Iteration 18Q: 3 clusters Score -293975.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -293985.500000 Penalty: 806.910217
	Iteration 19Q: 3 clusters Score -293985.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -293993.937500 Penalty: 806.910217
	Iteration 20F: 3 clusters Score -293993.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -294003.343750 Penalty: 806.910217
	Iteration 21Q: 3 clusters Score -294003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -294010.562500 Penalty: 806.910217
	Iteration 22Q: 3 clusters Score -294010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -294013.750000 Penalty: 806.910217
	Iteration 23Q: 3 clusters Score -294013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -294017.593750 Penalty: 806.910217
	Iteration 24Q: 3 clusters Score -294017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -294019.781250 Penalty: 806.910217
	Iteration 25Q: 3 clusters Score -294019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -294022.500000 Penalty: 806.910217
	Iteration 26Q: 3 clusters Score -294022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -294025.437500 Penalty: 806.910217
	Iteration 27Q: 3 clusters Score -294025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -294026.968750 Penalty: 806.910217
	Iteration 28Q: 3 clusters Score -294027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -294028.093750 Penalty: 806.910217
	Iteration 29Q: 3 clusters Score -294028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -294029.125000 Penalty: 806.910217
	Iteration 30Q: 3 clusters Score -294029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -294030.218750 Penalty: 806.910217
	Iteration 31Q: 3 clusters Score -294030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -294030.750000 Penalty: 806.910217
	Iteration 32Q: 3 clusters Score -294030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -294030.812500 Penalty: 806.910217
	Iteration 33Q: 3 clusters Score -294030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -294031.718750 Penalty: 806.910217
	Iteration 34Q: 3 clusters Score -294031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -294032.125000 Penalty: 806.910217
	Iteration 35Q: 3 clusters Score -294032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -294031.906250 Penalty: 806.910217
	Iteration 36Q: 3 clusters Score -294031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -294032.468750 Penalty: 806.910217
	Iteration 37Q: 3 clusters Score -294032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -294032.937500 Penalty: 806.910217
	Iteration 38Q: 3 clusters Score -294032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -294033.937500 Penalty: 806.910217
	Iteration 39Q: 3 clusters Score -294033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -294034.687500 Penalty: 806.910217
	Iteration 40F: 3 clusters Score -294034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -294036.031250 Penalty: 806.910217
	Iteration 41Q: 3 clusters Score -294036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -294038.250000 Penalty: 806.910217
	Iteration 42Q: 3 clusters Score -294038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -294038.968750 Penalty: 806.910217
	Iteration 43Q: 3 clusters Score -294039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -294040.593750 Penalty: 806.910217
	Iteration 44Q: 3 clusters Score -294040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -294042.031250 Penalty: 806.910217
	Iteration 45Q: 3 clusters Score -294042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -294044.406250 Penalty: 806.910217
	Iteration 46Q: 3 clusters Score -294044.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -294048.062500 Penalty: 806.910217
	Iteration 47Q: 3 clusters Score -294048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -294051.406250 Penalty: 806.910217
	Iteration 48Q: 3 clusters Score -294051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -294055.562500 Penalty: 806.910217
	Iteration 49Q: 3 clusters Score -294055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -294057.750000 Penalty: 806.910217
	Iteration 50Q: 3 clusters Score -294057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -294060.468750 Penalty: 806.910217
	Iteration 51Q: 3 clusters Score -294060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -294061.500000 Penalty: 806.910217
	Iteration 52Q: 3 clusters Score -294061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -294061.812500 Penalty: 806.910217
	Iteration 53Q: 3 clusters Score -294061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -294062.593750 Penalty: 806.910217
	Iteration 54Q: 3 clusters Score -294062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -294062.593750 Penalty: 806.910217
	Iteration 55Q: 3 clusters Score -294062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -294063.656250 Penalty: 806.910217
	Iteration 56Q: 3 clusters Score -294063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -294064.093750 Penalty: 806.910217
	Iteration 57Q: 3 clusters Score -294064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -294064.156250 Penalty: 806.910217
	Iteration 58Q: 3 clusters Score -294064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -294064.406250 Penalty: 806.910217
	Iteration 59Q: 3 clusters Score -294064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -294064.750000 Penalty: 806.910217
	Iteration 60F: 3 clusters Score -294064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -294064.343750 Penalty: 806.910217
	Iteration 61Q: 3 clusters Score -294064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -294064.468750 Penalty: 806.910217
	Iteration 62Q: 3 clusters Score -294064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -294064.468750 Penalty: 806.910217
	Iteration 63F: 3 clusters Score -294064.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Entering Unmasked Estep 
Score: -1567172.875000 Penalty: 478.502380
	Iteration 0F: 2 clusters Score -1567173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1542485.500000 Penalty: 957.004761
	Iteration 0F: 3 clusters Score -1542486 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1553524.125000 Penalty: 957.004761
	Iteration 1F: 3 clusters Score -1553524 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1556220.250000 Penalty: 957.004761
	Iteration 2F: 3 clusters Score -1556220 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -1560689.500000 Penalty: 957.004761
	Iteration 3F: 3 clusters Score -1560690 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -1565397.875000 Penalty: 957.004761
	Iteration 4F: 3 clusters Score -1565398 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -1568875.000000 Penalty: 957.004761
	Iteration 5F: 3 clusters Score -1568875 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -1570454.750000 Penalty: 957.004761
	Iteration 6Q: 3 clusters Score -1570455 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1570818.625000 Penalty: 957.004761
	Iteration 7Q: 3 clusters Score -1570819 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -1570920.250000 Penalty: 957.004761
	Iteration 8Q: 3 clusters Score -1570920 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -1570942.000000 Penalty: 957.004761
	Iteration 9Q: 3 clusters Score -1570942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -1570950.125000 Penalty: 957.004761
	Iteration 10Q: 3 clusters Score -1570950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -1570947.625000 Penalty: 957.004761
	Iteration 11Q: 3 clusters Score -1570948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -1570953.875000 Penalty: 957.004761
	Iteration 12Q: 3 clusters Score -1570954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -1570953.625000 Penalty: 957.004761
	Iteration 13Q: 3 clusters Score -1570954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -1570952.500000 Penalty: 957.004761
	Iteration 14Q: 3 clusters Score -1570952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -1570957.250000 Penalty: 957.004761
	Iteration 15Q: 3 clusters Score -1570957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -1570956.625000 Penalty: 957.004761
	Iteration 16Q: 3 clusters Score -1570957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1570957.250000 Penalty: 957.004761
	Iteration 17Q: 3 clusters Score -1570957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -1570959.125000 Penalty: 957.004761
	Iteration 18Q: 3 clusters Score -1570959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -1570959.000000 Penalty: 957.004761
	Iteration 19Q: 3 clusters Score -1570959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1570957.375000 Penalty: 957.004761
	Iteration 20F: 3 clusters Score -1570957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 295 members 
Mstep: Class 3 contains 58524 members 
Mstep: Class 4 contains 177923 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 6 contains 224319 members 
Mstep: Class 7 contains 29321 members 
Mstep: Class 11 contains 16442 members 
Mstep: Class 12 contains 93268 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 437356 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 21 contains 40864 members 
Entering Unmasked Estep 
Score: -46864272.000000 Penalty: 8870.338867
Splitting cluster 19 changes total score from -46849184.000000 to -46864272.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 21 (40864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Entering Unmasked Estep 
Score: -1663350.875000 Penalty: 483.119232
	Iteration 0F: 2 clusters Score -1663351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1636042.500000 Penalty: 966.238464
	Iteration 0F: 3 clusters Score -1636042 nChanged 19652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1647318.375000 Penalty: 966.238464
	Iteration 1F: 3 clusters Score -1647318 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1647953.875000 Penalty: 966.238464
	Iteration 2Q: 3 clusters Score -1647954 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -1648821.875000 Penalty: 966.238464
	Iteration 3Q: 3 clusters Score -1648822 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1649972.500000 Penalty: 966.238464
	Iteration 4Q: 3 clusters Score -1649972 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -1651441.750000 Penalty: 966.238464
	Iteration 5F: 3 clusters Score -1651442 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1653131.000000 Penalty: 966.238464
	Iteration 6F: 3 clusters Score -1653131 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -1654815.250000 Penalty: 966.238464
	Iteration 7F: 3 clusters Score -1654815 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -1656270.500000 Penalty: 966.238464
	Iteration 8F: 3 clusters Score -1656270 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -1657419.500000 Penalty: 966.238464
	Iteration 9Q: 3 clusters Score -1657420 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -1658220.500000 Penalty: 966.238464
	Iteration 10Q: 3 clusters Score -1658220 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -1658791.875000 Penalty: 966.238464
	Iteration 11Q: 3 clusters Score -1658792 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -1659251.250000 Penalty: 966.238464
	Iteration 12Q: 3 clusters Score -1659251 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -1659723.250000 Penalty: 966.238464
	Iteration 13Q: 3 clusters Score -1659723 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -1660252.500000 Penalty: 966.238464
	Iteration 14Q: 3 clusters Score -1660252 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -1660757.375000 Penalty: 966.238464
	Iteration 15Q: 3 clusters Score -1660757 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -1661255.125000 Penalty: 966.238464
	Iteration 16Q: 3 clusters Score -1661255 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -1661680.125000 Penalty: 966.238464
	Iteration 17Q: 3 clusters Score -1661680 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -1662034.500000 Penalty: 966.238464
	Iteration 18Q: 3 clusters Score -1662034 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -1662292.000000 Penalty: 966.238464
	Iteration 19Q: 3 clusters Score -1662292 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -1662501.375000 Penalty: 966.238464
	Iteration 20F: 3 clusters Score -1662501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -1662644.375000 Penalty: 966.238464
	Iteration 21Q: 3 clusters Score -1662644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -1662734.875000 Penalty: 966.238464
	Iteration 22Q: 3 clusters Score -1662735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -1662794.000000 Penalty: 966.238464
	Iteration 23Q: 3 clusters Score -1662794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -1662834.875000 Penalty: 966.238464
	Iteration 24Q: 3 clusters Score -1662835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -1662866.125000 Penalty: 966.238464
	Iteration 25Q: 3 clusters Score -1662866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -1662890.625000 Penalty: 966.238464
	Iteration 26Q: 3 clusters Score -1662891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -1662909.125000 Penalty: 966.238464
	Iteration 27Q: 3 clusters Score -1662909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -1662916.125000 Penalty: 966.238464
	Iteration 28Q: 3 clusters Score -1662916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -1662921.750000 Penalty: 966.238464
	Iteration 29Q: 3 clusters Score -1662922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -1662926.750000 Penalty: 966.238464
	Iteration 30Q: 3 clusters Score -1662927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -1662927.000000 Penalty: 966.238464
	Iteration 31Q: 3 clusters Score -1662927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -1662926.875000 Penalty: 966.238464
	Iteration 32Q: 3 clusters Score -1662927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -1662927.750000 Penalty: 966.238464
	Iteration 33Q: 3 clusters Score -1662928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -1662927.750000 Penalty: 966.238464
	Iteration 34Q: 3 clusters Score -1662928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -1662927.750000 Penalty: 966.238464
	Iteration 35F: 3 clusters Score -1662928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 3 contains 58524 members 
Mstep: Class 4 contains 177923 members 
Mstep: Class 11 contains 16442 members 
Mstep: Class 12 contains 93268 members 
Mstep: Class 13 contains 928 members 
Mstep: Class 14 contains 437356 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 21 contains 40864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46869412.000000 Penalty: 8870.338867
Iteration 39Q: 15 clusters Score -4.686941e+07 nChanged 17738
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 58591 members 
Mstep: Class 4 contains 183749 members 
Mstep: Class 5 contains 20594 members 
Mstep: Class 6 contains 220079 members 
Mstep: Class 7 contains 29254 members 
Mstep: Class 11 contains 16819 members 
Mstep: Class 12 contains 93962 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 435192 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 21 contains 40934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46876208.000000 Penalty: 8870.338867
Iteration 40F: 15 clusters Score -4.687621e+07 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 58235 members 
Mstep: Class 4 contains 185883 members 
Mstep: Class 5 contains 20696 members 
Mstep: Class 6 contains 225255 members 
Mstep: Class 7 contains 29834 members 
Mstep: Class 11 contains 17684 members 
Mstep: Class 12 contains 94526 members 
Mstep: Class 13 contains 642 members 
Mstep: Class 14 contains 427592 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 21 contains 39750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 571.367920 but Gain 633.595703
Score: -46880792.000000 Penalty: 8236.743164
Iteration 41Q: 14 clusters Score -4.688079e+07 nChanged 17615
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 57897 members 
Mstep: Class 4 contains 189454 members 
Mstep: Class 5 contains 20806 members 
Mstep: Class 6 contains 229636 members 
Mstep: Class 7 contains 30206 members 
Mstep: Class 11 contains 18287 members 
Mstep: Class 12 contains 95575 members 
Mstep: Class 14 contains 419426 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 21 contains 38952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885048.000000 Penalty: 8236.743164
Iteration 42Q: 14 clusters Score -4.688505e+07 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 57539 members 
Mstep: Class 4 contains 193201 members 
Mstep: Class 5 contains 20975 members 
Mstep: Class 6 contains 233845 members 
Mstep: Class 7 contains 30441 members 
Mstep: Class 11 contains 18730 members 
Mstep: Class 12 contains 96657 members 
Mstep: Class 14 contains 410613 members 
Mstep: Class 16 contains 6035 members 
Mstep: Class 19 contains 7671 members 
Mstep: Class 21 contains 38415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46888544.000000 Penalty: 8236.743164
Iteration 43Q: 14 clusters Score -4.688854e+07 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 57174 members 
Mstep: Class 4 contains 196843 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 238026 members 
Mstep: Class 7 contains 30565 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 97777 members 
Mstep: Class 14 contains 401944 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 19 contains 7675 members 
Mstep: Class 21 contains 38070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46892808.000000 Penalty: 8236.743164
Iteration 44Q: 14 clusters Score -4.689281e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 56824 members 
Mstep: Class 4 contains 200266 members 
Mstep: Class 5 contains 21349 members 
Mstep: Class 6 contains 242176 members 
Mstep: Class 7 contains 30625 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 98917 members 
Mstep: Class 14 contains 393482 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 21 contains 37862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46896300.000000 Penalty: 8236.743164
Iteration 45Q: 14 clusters Score -4.68963e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 56455 members 
Mstep: Class 4 contains 203585 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 246024 members 
Mstep: Class 7 contains 30642 members 
Mstep: Class 11 contains 19478 members 
Mstep: Class 12 contains 100153 members 
Mstep: Class 14 contains 385348 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 21 contains 37697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46899716.000000 Penalty: 8236.743164
Iteration 46Q: 14 clusters Score -4.689972e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 56102 members 
Mstep: Class 4 contains 206491 members 
Mstep: Class 5 contains 21703 members 
Mstep: Class 6 contains 249822 members 
Mstep: Class 7 contains 30654 members 
Mstep: Class 11 contains 19622 members 
Mstep: Class 12 contains 101397 members 
Mstep: Class 14 contains 377672 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 21 contains 37604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46903096.000000 Penalty: 8236.743164
Iteration 47Q: 14 clusters Score -4.69031e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55771 members 
Mstep: Class 4 contains 208949 members 
Mstep: Class 5 contains 21858 members 
Mstep: Class 6 contains 253594 members 
Mstep: Class 7 contains 30637 members 
Mstep: Class 11 contains 19699 members 
Mstep: Class 12 contains 102687 members 
Mstep: Class 14 contains 370449 members 
Mstep: Class 16 contains 4860 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 21 contains 37534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46905916.000000 Penalty: 8236.743164
Iteration 48Q: 14 clusters Score -4.690592e+07 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 55411 members 
Mstep: Class 4 contains 210978 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 257265 members 
Mstep: Class 7 contains 30642 members 
Mstep: Class 11 contains 19727 members 
Mstep: Class 12 contains 104071 members 
Mstep: Class 14 contains 363674 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 21 contains 37485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909020.000000 Penalty: 8236.743164
Iteration 49Q: 14 clusters Score -4.690902e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 55057 members 
Mstep: Class 4 contains 212506 members 
Mstep: Class 5 contains 22176 members 
Mstep: Class 6 contains 260820 members 
Mstep: Class 7 contains 30689 members 
Mstep: Class 11 contains 19716 members 
Mstep: Class 12 contains 105514 members 
Mstep: Class 14 contains 357453 members 
Mstep: Class 16 contains 4489 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 21 contains 37463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911624.000000 Penalty: 8236.743164
Iteration 50Q: 14 clusters Score -4.691162e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 54662 members 
Mstep: Class 4 contains 213819 members 
Mstep: Class 5 contains 22332 members 
Mstep: Class 6 contains 264030 members 
Mstep: Class 7 contains 30790 members 
Mstep: Class 11 contains 19731 members 
Mstep: Class 12 contains 107019 members 
Mstep: Class 14 contains 351624 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 21 contains 37510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914216.000000 Penalty: 8236.743164
Iteration 51Q: 14 clusters Score -4.691422e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 54276 members 
Mstep: Class 4 contains 214851 members 
Mstep: Class 5 contains 22480 members 
Mstep: Class 6 contains 267177 members 
Mstep: Class 7 contains 30888 members 
Mstep: Class 11 contains 19694 members 
Mstep: Class 12 contains 108619 members 
Mstep: Class 14 contains 346066 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 21 contains 37572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916388.000000 Penalty: 8236.743164
Iteration 52Q: 14 clusters Score -4.691639e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 53905 members 
Mstep: Class 4 contains 215543 members 
Mstep: Class 5 contains 22630 members 
Mstep: Class 6 contains 270185 members 
Mstep: Class 7 contains 31025 members 
Mstep: Class 11 contains 19676 members 
Mstep: Class 12 contains 110235 members 
Mstep: Class 14 contains 340906 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 21 contains 37636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918248.000000 Penalty: 8236.743164
Iteration 53Q: 14 clusters Score -4.691825e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 53521 members 
Mstep: Class 4 contains 216043 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 272985 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 11 contains 19634 members 
Mstep: Class 12 contains 111940 members 
Mstep: Class 14 contains 336004 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 21 contains 37729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919532.000000 Penalty: 8236.743164
Iteration 54Q: 14 clusters Score -4.691953e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 53146 members 
Mstep: Class 4 contains 216415 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 275611 members 
Mstep: Class 7 contains 31306 members 
Mstep: Class 11 contains 19605 members 
Mstep: Class 12 contains 113646 members 
Mstep: Class 14 contains 331399 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 21 contains 37830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921272.000000 Penalty: 8236.743164
Iteration 55Q: 14 clusters Score -4.692127e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 52805 members 
Mstep: Class 4 contains 216457 members 
Mstep: Class 5 contains 23145 members 
Mstep: Class 6 contains 278235 members 
Mstep: Class 7 contains 31475 members 
Mstep: Class 11 contains 19581 members 
Mstep: Class 12 contains 115315 members 
Mstep: Class 14 contains 327070 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 21 contains 37929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922784.000000 Penalty: 8236.743164
Iteration 56Q: 14 clusters Score -4.692278e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 52482 members 
Mstep: Class 4 contains 216058 members 
Mstep: Class 5 contains 23291 members 
Mstep: Class 6 contains 280902 members 
Mstep: Class 7 contains 31670 members 
Mstep: Class 11 contains 19558 members 
Mstep: Class 12 contains 116980 members 
Mstep: Class 14 contains 323104 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 21 contains 38053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923784.000000 Penalty: 8236.743164
Iteration 57Q: 14 clusters Score -4.692378e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 52198 members 
Mstep: Class 4 contains 215379 members 
Mstep: Class 5 contains 23430 members 
Mstep: Class 6 contains 283493 members 
Mstep: Class 7 contains 31930 members 
Mstep: Class 11 contains 19526 members 
Mstep: Class 12 contains 118677 members 
Mstep: Class 14 contains 319429 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 21 contains 38117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925096.000000 Penalty: 8236.743164
Iteration 58Q: 14 clusters Score -4.69251e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 51929 members 
Mstep: Class 4 contains 214357 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 286059 members 
Mstep: Class 7 contains 32206 members 
Mstep: Class 11 contains 19487 members 
Mstep: Class 12 contains 120394 members 
Mstep: Class 14 contains 316001 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 21 contains 38232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925832.000000 Penalty: 8236.743164
Iteration 59Q: 14 clusters Score -4.692583e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 51712 members 
Mstep: Class 4 contains 212744 members 
Mstep: Class 5 contains 23706 members 
Mstep: Class 6 contains 288721 members 
Mstep: Class 7 contains 32464 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 122253 members 
Mstep: Class 14 contains 312899 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 21 contains 38349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926448.000000 Penalty: 8236.743164
Iteration 60F: 14 clusters Score -4.692645e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 51543 members 
Mstep: Class 4 contains 210653 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 291591 members 
Mstep: Class 7 contains 32809 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 124228 members 
Mstep: Class 14 contains 309854 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 21 contains 38422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926856.000000 Penalty: 8236.743164
Iteration 61Q: 14 clusters Score -4.692686e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 51407 members 
Mstep: Class 4 contains 208331 members 
Mstep: Class 5 contains 23876 members 
Mstep: Class 6 contains 294412 members 
Mstep: Class 7 contains 33177 members 
Mstep: Class 11 contains 19447 members 
Mstep: Class 12 contains 126350 members 
Mstep: Class 14 contains 306908 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 21 contains 38496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927284.000000 Penalty: 8236.743164
Iteration 62Q: 14 clusters Score -4.692728e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 51256 members 
Mstep: Class 4 contains 205653 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 297154 members 
Mstep: Class 7 contains 33535 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 128643 members 
Mstep: Class 14 contains 304194 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 21 contains 38580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927444.000000 Penalty: 8236.743164
Iteration 63Q: 14 clusters Score -4.692744e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 51128 members 
Mstep: Class 4 contains 202782 members 
Mstep: Class 5 contains 24034 members 
Mstep: Class 6 contains 299827 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 131023 members 
Mstep: Class 14 contains 301641 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 21 contains 38691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927680.000000 Penalty: 8236.743164
Iteration 64Q: 14 clusters Score -4.692768e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 51022 members 
Mstep: Class 4 contains 199609 members 
Mstep: Class 5 contains 24116 members 
Mstep: Class 6 contains 302455 members 
Mstep: Class 7 contains 34214 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 133550 members 
Mstep: Class 14 contains 299318 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 21 contains 38775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927504.000000 Penalty: 8236.743164
Iteration 65Q: 14 clusters Score -4.69275e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 50944 members 
Mstep: Class 4 contains 196352 members 
Mstep: Class 5 contains 24191 members 
Mstep: Class 6 contains 304830 members 
Mstep: Class 7 contains 34597 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 136230 members 
Mstep: Class 14 contains 297092 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 21 contains 38840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927136.000000 Penalty: 8236.743164
Iteration 66Q: 14 clusters Score -4.692714e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 50877 members 
Mstep: Class 4 contains 193074 members 
Mstep: Class 5 contains 24268 members 
Mstep: Class 6 contains 306827 members 
Mstep: Class 7 contains 34946 members 
Mstep: Class 11 contains 19459 members 
Mstep: Class 12 contains 139042 members 
Mstep: Class 14 contains 295124 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 21 contains 38931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926456.000000 Penalty: 8236.743164
Iteration 67Q: 14 clusters Score -4.692646e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 50821 members 
Mstep: Class 4 contains 190063 members 
Mstep: Class 5 contains 24342 members 
Mstep: Class 6 contains 308262 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 11 contains 19468 members 
Mstep: Class 12 contains 142060 members 
Mstep: Class 14 contains 293242 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 21 contains 39013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926400.000000 Penalty: 8236.743164
Iteration 68Q: 14 clusters Score -4.69264e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 50775 members 
Mstep: Class 4 contains 186958 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 309464 members 
Mstep: Class 7 contains 35700 members 
Mstep: Class 11 contains 19479 members 
Mstep: Class 12 contains 145150 members 
Mstep: Class 14 contains 291543 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 21 contains 39086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926644.000000 Penalty: 8236.743164
Iteration 69Q: 14 clusters Score -4.692664e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 50756 members 
Mstep: Class 4 contains 184051 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 310265 members 
Mstep: Class 7 contains 36121 members 
Mstep: Class 11 contains 19486 members 
Mstep: Class 12 contains 148232 members 
Mstep: Class 14 contains 289985 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 21 contains 39175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927076.000000 Penalty: 8236.743164
Iteration 70Q: 14 clusters Score -4.692708e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 50777 members 
Mstep: Class 4 contains 181237 members 
Mstep: Class 5 contains 24597 members 
Mstep: Class 6 contains 310876 members 
Mstep: Class 7 contains 36537 members 
Mstep: Class 11 contains 19483 members 
Mstep: Class 12 contains 151304 members 
Mstep: Class 14 contains 288534 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 21 contains 39265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927092.000000 Penalty: 8236.743164
Iteration 71Q: 14 clusters Score -4.692709e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 50837 members 
Mstep: Class 4 contains 178470 members 
Mstep: Class 5 contains 24683 members 
Mstep: Class 6 contains 311290 members 
Mstep: Class 7 contains 36925 members 
Mstep: Class 11 contains 19472 members 
Mstep: Class 12 contains 154401 members 
Mstep: Class 14 contains 287213 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 21 contains 39338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927372.000000 Penalty: 8236.743164
Iteration 72Q: 14 clusters Score -4.692737e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 50931 members 
Mstep: Class 4 contains 175975 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 311467 members 
Mstep: Class 7 contains 37374 members 
Mstep: Class 11 contains 19497 members 
Mstep: Class 12 contains 157371 members 
Mstep: Class 14 contains 285833 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 19 contains 7851 members 
Mstep: Class 21 contains 39435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927340.000000 Penalty: 8236.743164
Iteration 73Q: 14 clusters Score -4.692734e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 51053 members 
Mstep: Class 4 contains 173396 members 
Mstep: Class 5 contains 24842 members 
Mstep: Class 6 contains 311700 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 160233 members 
Mstep: Class 14 contains 284547 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 21 contains 39519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927480.000000 Penalty: 8236.743164
Iteration 74Q: 14 clusters Score -4.692748e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 51220 members 
Mstep: Class 4 contains 170780 members 
Mstep: Class 5 contains 24944 members 
Mstep: Class 6 contains 311836 members 
Mstep: Class 7 contains 38321 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 163039 members 
Mstep: Class 14 contains 283390 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 21 contains 39582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928024.000000 Penalty: 8236.743164
Iteration 75Q: 14 clusters Score -4.692802e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 51494 members 
Mstep: Class 4 contains 168059 members 
Mstep: Class 5 contains 25050 members 
Mstep: Class 6 contains 311920 members 
Mstep: Class 7 contains 38801 members 
Mstep: Class 11 contains 19577 members 
Mstep: Class 12 contains 165683 members 
Mstep: Class 14 contains 282402 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 21 contains 39660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928052.000000 Penalty: 8236.743164
Iteration 76Q: 14 clusters Score -4.692805e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 51902 members 
Mstep: Class 4 contains 165440 members 
Mstep: Class 5 contains 25145 members 
Mstep: Class 6 contains 311764 members 
Mstep: Class 7 contains 39286 members 
Mstep: Class 11 contains 19609 members 
Mstep: Class 12 contains 168372 members 
Mstep: Class 14 contains 281403 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 21 contains 39723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928144.000000 Penalty: 8236.743164
Iteration 77Q: 14 clusters Score -4.692814e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 4 contains 162853 members 
Mstep: Class 5 contains 25239 members 
Mstep: Class 6 contains 311454 members 
Mstep: Class 7 contains 39721 members 
Mstep: Class 11 contains 19642 members 
Mstep: Class 12 contains 171008 members 
Mstep: Class 14 contains 280541 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 19 contains 7966 members 
Mstep: Class 21 contains 39807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928320.000000 Penalty: 8236.743164
Iteration 78Q: 14 clusters Score -4.692832e+07 nChanged 9557
Entering ConstructFrom: 
Score: -46928320.000000 Penalty: 8236.743164
Entering ConstructFrom: 
Trying to split cluster 1 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -123603.140625 Penalty: 367.875610
	Iteration 0F: 2 clusters Score -123603.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -121368.617188 Penalty: 735.751221
	Iteration 0F: 3 clusters Score -121368.6 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -122221.015625 Penalty: 735.751221
	Iteration 1F: 3 clusters Score -122221 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -122406.835938 Penalty: 735.751221
	Iteration 2F: 3 clusters Score -122406.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -122704.523438 Penalty: 735.751221
	Iteration 3F: 3 clusters Score -122704.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -123146.367188 Penalty: 735.751221
	Iteration 4F: 3 clusters Score -123146.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -123677.148438 Penalty: 735.751221
	Iteration 5F: 3 clusters Score -123677.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -124001.265625 Penalty: 735.751221
	Iteration 6F: 3 clusters Score -124001.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -124121.179688 Penalty: 735.751221
	Iteration 7F: 3 clusters Score -124121.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -124158.179688 Penalty: 735.751221
	Iteration 8Q: 3 clusters Score -124158.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -124189.875000 Penalty: 735.751221
	Iteration 9Q: 3 clusters Score -124189.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -124248.203125 Penalty: 735.751221
	Iteration 10Q: 3 clusters Score -124248.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -124269.093750 Penalty: 735.751221
	Iteration 11Q: 3 clusters Score -124269.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -124280.171875 Penalty: 735.751221
	Iteration 12Q: 3 clusters Score -124280.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -124284.242188 Penalty: 735.751221
	Iteration 13Q: 3 clusters Score -124284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -124286.921875 Penalty: 735.751221
	Iteration 14Q: 3 clusters Score -124286.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -124288.429688 Penalty: 735.751221
	Iteration 15Q: 3 clusters Score -124288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -124289.500000 Penalty: 735.751221
	Iteration 16Q: 3 clusters Score -124289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -124290.953125 Penalty: 735.751221
	Iteration 17Q: 3 clusters Score -124291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -124291.578125 Penalty: 735.751221
	Iteration 18Q: 3 clusters Score -124291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -124292.351562 Penalty: 735.751221
	Iteration 19Q: 3 clusters Score -124292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -124292.710938 Penalty: 735.751221
	Iteration 20F: 3 clusters Score -124292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124292.859375 Penalty: 735.751221
	Iteration 21Q: 3 clusters Score -124292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -124293.484375 Penalty: 735.751221
	Iteration 22Q: 3 clusters Score -124293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -124294.257812 Penalty: 735.751221
	Iteration 23Q: 3 clusters Score -124294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -124295.046875 Penalty: 735.751221
	Iteration 24Q: 3 clusters Score -124295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -124296.070312 Penalty: 735.751221
	Iteration 25Q: 3 clusters Score -124296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -124297.625000 Penalty: 735.751221
	Iteration 26Q: 3 clusters Score -124297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -124298.039062 Penalty: 735.751221
	Iteration 27Q: 3 clusters Score -124298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -124298.546875 Penalty: 735.751221
	Iteration 28Q: 3 clusters Score -124298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -124298.890625 Penalty: 735.751221
	Iteration 29Q: 3 clusters Score -124298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -124299.335938 Penalty: 735.751221
	Iteration 30Q: 3 clusters Score -124299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -124299.562500 Penalty: 735.751221
	Iteration 31Q: 3 clusters Score -124299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -124299.734375 Penalty: 735.751221
	Iteration 32Q: 3 clusters Score -124299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -124300.015625 Penalty: 735.751221
	Iteration 33Q: 3 clusters Score -124300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -124300.015625 Penalty: 735.751221
	Iteration 34F: 3 clusters Score -124300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 14 contains 279836 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
Score: -46928384.000000 Penalty: 8870.338867
Splitting cluster 1 changes total score from -46928320.000000 to -46928384.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -8208.743164 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -8208.743 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 139 members 
Entering Unmasked Estep 
Score: -7961.799805 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -7961.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8199.428711 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -8199.429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8296.008789 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -8296.009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8369.342773 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -8369.343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8406.769531 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -8406.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8413.921875 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -8413.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8421.757812 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -8421.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8421.757812 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -8421.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 168 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 103 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 14 contains 279836 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
Score: -46928196.000000 Penalty: 9503.934570
Splitting cluster 2 changes total score from -46928320.000000 to -46928196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (52874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Entering Unmasked Estep 
Score: -2318487.250000 Penalty: 494.842834
	Iteration 0F: 2 clusters Score -2318487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2282946.500000 Penalty: 989.685669
	Iteration 0F: 3 clusters Score -2282946 nChanged 25592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2298530.500000 Penalty: 989.685669
	Iteration 1F: 3 clusters Score -2298530 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2299559.250000 Penalty: 989.685669
	Iteration 2Q: 3 clusters Score -2299559 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2301457.000000 Penalty: 989.685669
	Iteration 3F: 3 clusters Score -2301457 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2304788.250000 Penalty: 989.685669
	Iteration 4F: 3 clusters Score -2304788 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2309275.500000 Penalty: 989.685669
	Iteration 5F: 3 clusters Score -2309276 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2313607.750000 Penalty: 989.685669
	Iteration 6F: 3 clusters Score -2313608 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2316424.250000 Penalty: 989.685669
	Iteration 7F: 3 clusters Score -2316424 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2317550.500000 Penalty: 989.685669
	Iteration 8Q: 3 clusters Score -2317550 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2317863.750000 Penalty: 989.685669
	Iteration 9Q: 3 clusters Score -2317864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2317965.750000 Penalty: 989.685669
	Iteration 10Q: 3 clusters Score -2317966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2318029.750000 Penalty: 989.685669
	Iteration 11Q: 3 clusters Score -2318030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2318064.000000 Penalty: 989.685669
	Iteration 12Q: 3 clusters Score -2318064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2318081.250000 Penalty: 989.685669
	Iteration 13Q: 3 clusters Score -2318081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2318094.750000 Penalty: 989.685669
	Iteration 14Q: 3 clusters Score -2318095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2318105.500000 Penalty: 989.685669
	Iteration 15Q: 3 clusters Score -2318106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2318108.750000 Penalty: 989.685669
	Iteration 16Q: 3 clusters Score -2318109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2318119.250000 Penalty: 989.685669
	Iteration 17Q: 3 clusters Score -2318119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2318131.000000 Penalty: 989.685669
	Iteration 18Q: 3 clusters Score -2318131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2318136.500000 Penalty: 989.685669
	Iteration 19Q: 3 clusters Score -2318136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2318138.250000 Penalty: 989.685669
	Iteration 20F: 3 clusters Score -2318138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2318142.500000 Penalty: 989.685669
	Iteration 21Q: 3 clusters Score -2318142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2318145.000000 Penalty: 989.685669
	Iteration 22Q: 3 clusters Score -2318145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2318149.500000 Penalty: 989.685669
	Iteration 23Q: 3 clusters Score -2318150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2318156.500000 Penalty: 989.685669
	Iteration 24Q: 3 clusters Score -2318156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2318157.250000 Penalty: 989.685669
	Iteration 25Q: 3 clusters Score -2318157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2318167.500000 Penalty: 989.685669
	Iteration 26Q: 3 clusters Score -2318168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2318173.750000 Penalty: 989.685669
	Iteration 27Q: 3 clusters Score -2318174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2318176.000000 Penalty: 989.685669
	Iteration 28Q: 3 clusters Score -2318176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2318179.000000 Penalty: 989.685669
	Iteration 29Q: 3 clusters Score -2318179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2318179.000000 Penalty: 989.685669
	Iteration 30F: 3 clusters Score -2318179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Entering Unmasked Estep 
Score: -7240467.000000 Penalty: 545.292053
	Iteration 0F: 2 clusters Score -7240467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -7131658.000000 Penalty: 1090.584106
	Iteration 0F: 3 clusters Score -7131658 nChanged 78301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -7178588.000000 Penalty: 1090.584106
	Iteration 1F: 3 clusters Score -7178588 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -7180394.500000 Penalty: 1090.584106
	Iteration 2Q: 3 clusters Score -7180394 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -7182915.000000 Penalty: 1090.584106
	Iteration 3Q: 3 clusters Score -7182915 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -7186061.000000 Penalty: 1090.584106
	Iteration 4F: 3 clusters Score -7186061 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -7189869.000000 Penalty: 1090.584106
	Iteration 5F: 3 clusters Score -7189869 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -7194755.500000 Penalty: 1090.584106
	Iteration 6F: 3 clusters Score -7194756 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -7201331.000000 Penalty: 1090.584106
	Iteration 7F: 3 clusters Score -7201331 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -7209079.000000 Penalty: 1090.584106
	Iteration 8F: 3 clusters Score -7209079 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -7215760.500000 Penalty: 1090.584106
	Iteration 9Q: 3 clusters Score -7215760 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -7219869.000000 Penalty: 1090.584106
	Iteration 10Q: 3 clusters Score -7219869 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 127990 members 
Entering Unmasked Estep 
Score: -7222462.000000 Penalty: 1090.584106
	Iteration 11Q: 3 clusters Score -7222462 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -7224520.500000 Penalty: 1090.584106
	Iteration 12Q: 3 clusters Score -7224520 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -7226525.500000 Penalty: 1090.584106
	Iteration 13Q: 3 clusters Score -7226526 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 139797 members 
Entering Unmasked Estep 
Score: -7228475.000000 Penalty: 1090.584106
	Iteration 14Q: 3 clusters Score -7228475 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -7230492.000000 Penalty: 1090.584106
	Iteration 15Q: 3 clusters Score -7230492 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -7232315.500000 Penalty: 1090.584106
	Iteration 16Q: 3 clusters Score -7232316 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
Score: -7233985.000000 Penalty: 1090.584106
	Iteration 17Q: 3 clusters Score -7233985 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -7235453.000000 Penalty: 1090.584106
	Iteration 18Q: 3 clusters Score -7235453 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -7236735.500000 Penalty: 1090.584106
	Iteration 19Q: 3 clusters Score -7236736 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -7237787.500000 Penalty: 1090.584106
	Iteration 20F: 3 clusters Score -7237788 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -7238522.000000 Penalty: 1090.584106
	Iteration 21Q: 3 clusters Score -7238522 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -7239034.000000 Penalty: 1090.584106
	Iteration 22Q: 3 clusters Score -7239034 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -7239376.500000 Penalty: 1090.584106
	Iteration 23Q: 3 clusters Score -7239376 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -7239648.500000 Penalty: 1090.584106
	Iteration 24Q: 3 clusters Score -7239648 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -7239844.500000 Penalty: 1090.584106
	Iteration 25Q: 3 clusters Score -7239844 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 158796 members 
Entering Unmasked Estep 
Score: -7239978.500000 Penalty: 1090.584106
	Iteration 26Q: 3 clusters Score -7239978 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -7240064.500000 Penalty: 1090.584106
	Iteration 27Q: 3 clusters Score -7240064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -7240127.500000 Penalty: 1090.584106
	Iteration 28Q: 3 clusters Score -7240128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -7240168.500000 Penalty: 1090.584106
	Iteration 29Q: 3 clusters Score -7240168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -7240200.500000 Penalty: 1090.584106
	Iteration 30Q: 3 clusters Score -7240200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -7240234.000000 Penalty: 1090.584106
	Iteration 31Q: 3 clusters Score -7240234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -7240260.500000 Penalty: 1090.584106
	Iteration 32Q: 3 clusters Score -7240260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -7240293.000000 Penalty: 1090.584106
	Iteration 33Q: 3 clusters Score -7240293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -7240315.000000 Penalty: 1090.584106
	Iteration 34Q: 3 clusters Score -7240315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -7240332.000000 Penalty: 1090.584106
	Iteration 35Q: 3 clusters Score -7240332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -7240351.000000 Penalty: 1090.584106
	Iteration 36Q: 3 clusters Score -7240351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -7240364.500000 Penalty: 1090.584106
	Iteration 37Q: 3 clusters Score -7240364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -7240379.000000 Penalty: 1090.584106
	Iteration 38Q: 3 clusters Score -7240379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -7240381.000000 Penalty: 1090.584106
	Iteration 39Q: 3 clusters Score -7240381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -7240403.500000 Penalty: 1090.584106
	Iteration 40F: 3 clusters Score -7240404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -7240414.500000 Penalty: 1090.584106
	Iteration 41Q: 3 clusters Score -7240414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -7240430.500000 Penalty: 1090.584106
	Iteration 42Q: 3 clusters Score -7240430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -7240436.500000 Penalty: 1090.584106
	Iteration 43Q: 3 clusters Score -7240436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -7240440.500000 Penalty: 1090.584106
	Iteration 44Q: 3 clusters Score -7240440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -7240450.500000 Penalty: 1090.584106
	Iteration 45Q: 3 clusters Score -7240450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -7240453.000000 Penalty: 1090.584106
	Iteration 46Q: 3 clusters Score -7240453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -7240445.500000 Penalty: 1090.584106
	Iteration 47Q: 3 clusters Score -7240446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -7240444.500000 Penalty: 1090.584106
	Iteration 48Q: 3 clusters Score -7240444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 159316 members 
Entering Unmasked Estep 
Score: -7240444.000000 Penalty: 1090.584106
	Iteration 49Q: 3 clusters Score -7240444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -7240446.000000 Penalty: 1090.584106
	Iteration 50Q: 3 clusters Score -7240446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -7240447.000000 Penalty: 1090.584106
	Iteration 51Q: 3 clusters Score -7240447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -7240446.000000 Penalty: 1090.584106
	Iteration 52Q: 3 clusters Score -7240446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -7240448.000000 Penalty: 1090.584106
	Iteration 53Q: 3 clusters Score -7240448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -7240448.500000 Penalty: 1090.584106
	Iteration 54Q: 3 clusters Score -7240448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -7240448.500000 Penalty: 1090.584106
	Iteration 55F: 3 clusters Score -7240448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Entering Unmasked Estep 
Score: -1093268.000000 Penalty: 461.399689
	Iteration 0F: 2 clusters Score -1093268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1076263.375000 Penalty: 922.799377
	Iteration 0F: 3 clusters Score -1076263 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1083661.875000 Penalty: 922.799377
	Iteration 1F: 3 clusters Score -1083662 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1084145.250000 Penalty: 922.799377
	Iteration 2F: 3 clusters Score -1084145 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1084775.250000 Penalty: 922.799377
	Iteration 3F: 3 clusters Score -1084775 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1085717.625000 Penalty: 922.799377
	Iteration 4F: 3 clusters Score -1085718 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1087130.750000 Penalty: 922.799377
	Iteration 5F: 3 clusters Score -1087131 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1088966.125000 Penalty: 922.799377
	Iteration 6F: 3 clusters Score -1088966 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1090250.500000 Penalty: 922.799377
	Iteration 7F: 3 clusters Score -1090250 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1090901.625000 Penalty: 922.799377
	Iteration 8Q: 3 clusters Score -1090902 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1091305.000000 Penalty: 922.799377
	Iteration 9Q: 3 clusters Score -1091305 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1091630.000000 Penalty: 922.799377
	Iteration 10Q: 3 clusters Score -1091630 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1091937.125000 Penalty: 922.799377
	Iteration 11Q: 3 clusters Score -1091937 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1092181.750000 Penalty: 922.799377
	Iteration 12Q: 3 clusters Score -1092182 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1092346.625000 Penalty: 922.799377
	Iteration 13Q: 3 clusters Score -1092347 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1092457.875000 Penalty: 922.799377
	Iteration 14Q: 3 clusters Score -1092458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1092525.250000 Penalty: 922.799377
	Iteration 15Q: 3 clusters Score -1092525 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1092560.500000 Penalty: 922.799377
	Iteration 16Q: 3 clusters Score -1092560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1092581.000000 Penalty: 922.799377
	Iteration 17Q: 3 clusters Score -1092581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1092596.750000 Penalty: 922.799377
	Iteration 18Q: 3 clusters Score -1092597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1092607.125000 Penalty: 922.799377
	Iteration 19Q: 3 clusters Score -1092607 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1092616.250000 Penalty: 922.799377
	Iteration 20F: 3 clusters Score -1092616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1092619.875000 Penalty: 922.799377
	Iteration 21Q: 3 clusters Score -1092620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1092625.375000 Penalty: 922.799377
	Iteration 22Q: 3 clusters Score -1092625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1092633.500000 Penalty: 922.799377
	Iteration 23Q: 3 clusters Score -1092634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1092636.625000 Penalty: 922.799377
	Iteration 24Q: 3 clusters Score -1092637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1092634.125000 Penalty: 922.799377
	Iteration 25Q: 3 clusters Score -1092634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1092635.625000 Penalty: 922.799377
	Iteration 26Q: 3 clusters Score -1092636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1092636.875000 Penalty: 922.799377
	Iteration 27Q: 3 clusters Score -1092637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1092640.000000 Penalty: 922.799377
	Iteration 28Q: 3 clusters Score -1092640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1092643.625000 Penalty: 922.799377
	Iteration 29Q: 3 clusters Score -1092644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1092643.625000 Penalty: 922.799377
	Iteration 30Q: 3 clusters Score -1092644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1092642.875000 Penalty: 922.799377
	Iteration 31Q: 3 clusters Score -1092643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1092642.000000 Penalty: 922.799377
	Iteration 32Q: 3 clusters Score -1092642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1092643.625000 Penalty: 922.799377
	Iteration 33Q: 3 clusters Score -1092644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1092643.875000 Penalty: 922.799377
	Iteration 34Q: 3 clusters Score -1092644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1092645.500000 Penalty: 922.799377
	Iteration 35Q: 3 clusters Score -1092646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1092644.000000 Penalty: 922.799377
	Iteration 36Q: 3 clusters Score -1092644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1092643.750000 Penalty: 922.799377
	Iteration 37Q: 3 clusters Score -1092644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1092641.625000 Penalty: 922.799377
	Iteration 38Q: 3 clusters Score -1092642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1092641.000000 Penalty: 922.799377
	Iteration 39Q: 3 clusters Score -1092641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1092643.250000 Penalty: 922.799377
	Iteration 40F: 3 clusters Score -1092643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1092643.625000 Penalty: 922.799377
	Iteration 41Q: 3 clusters Score -1092644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1092644.000000 Penalty: 922.799377
	Iteration 42Q: 3 clusters Score -1092644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1092644.875000 Penalty: 922.799377
	Iteration 43Q: 3 clusters Score -1092645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1092644.250000 Penalty: 922.799377
	Iteration 44Q: 3 clusters Score -1092644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1092645.875000 Penalty: 922.799377
	Iteration 45Q: 3 clusters Score -1092646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1092645.250000 Penalty: 922.799377
	Iteration 46Q: 3 clusters Score -1092645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1092645.125000 Penalty: 922.799377
	Iteration 47Q: 3 clusters Score -1092645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1092645.125000 Penalty: 922.799377
	Iteration 48Q: 3 clusters Score -1092645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1092645.125000 Penalty: 922.799377
	Iteration 49Q: 3 clusters Score -1092645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1092645.750000 Penalty: 922.799377
	Iteration 50Q: 3 clusters Score -1092646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1092646.125000 Penalty: 922.799377
	Iteration 51Q: 3 clusters Score -1092646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1092646.125000 Penalty: 922.799377
	Iteration 52F: 3 clusters Score -1092646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311105 members 
Entering Unmasked Estep 
Score: -13815517.000000 Penalty: 575.478760
	Iteration 0F: 2 clusters Score -1.381552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -13610148.000000 Penalty: 1150.957520
	Iteration 0F: 3 clusters Score -1.361015e+07 nChanged 153824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -13709318.000000 Penalty: 1150.957520
	Iteration 1F: 3 clusters Score -1.370932e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -13714165.000000 Penalty: 1150.957520
	Iteration 2Q: 3 clusters Score -1.371416e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 157568 members 
Entering Unmasked Estep 
Score: -13719768.000000 Penalty: 1150.957520
	Iteration 3Q: 3 clusters Score -1.371977e+07 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 157190 members 
Entering Unmasked Estep 
Score: -13726086.000000 Penalty: 1150.957520
	Iteration 4F: 3 clusters Score -1.372609e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -13733434.000000 Penalty: 1150.957520
	Iteration 5F: 3 clusters Score -1.373343e+07 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149491 members 
Mstep: Class 2 contains 161614 members 
Entering Unmasked Estep 
Score: -13742192.000000 Penalty: 1150.957520
	Iteration 6F: 3 clusters Score -1.374219e+07 nChanged 16685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -13753214.000000 Penalty: 1150.957520
	Iteration 7F: 3 clusters Score -1.375321e+07 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -13765462.000000 Penalty: 1150.957520
	Iteration 8F: 3 clusters Score -1.376546e+07 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137552 members 
Mstep: Class 2 contains 173553 members 
Entering Unmasked Estep 
Score: -13777565.000000 Penalty: 1150.957520
	Iteration 9F: 3 clusters Score -1.377756e+07 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -13786843.000000 Penalty: 1150.957520
	Iteration 10Q: 3 clusters Score -1.378684e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135661 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -13793104.000000 Penalty: 1150.957520
	Iteration 11Q: 3 clusters Score -1.37931e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -13798393.000000 Penalty: 1150.957520
	Iteration 12Q: 3 clusters Score -1.379839e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -13803261.000000 Penalty: 1150.957520
	Iteration 13Q: 3 clusters Score -1.380326e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -13807558.000000 Penalty: 1150.957520
	Iteration 14Q: 3 clusters Score -1.380756e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136324 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -13811125.000000 Penalty: 1150.957520
	Iteration 15Q: 3 clusters Score -1.381112e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136288 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -13813570.000000 Penalty: 1150.957520
	Iteration 16Q: 3 clusters Score -1.381357e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135933 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -13814995.000000 Penalty: 1150.957520
	Iteration 17Q: 3 clusters Score -1.3815e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -13816025.000000 Penalty: 1150.957520
	Iteration 18Q: 3 clusters Score -1.381602e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 176350 members 
Entering Unmasked Estep 
Score: -13816504.000000 Penalty: 1150.957520
	Iteration 19Q: 3 clusters Score -1.38165e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -13817285.000000 Penalty: 1150.957520
	Iteration 20F: 3 clusters Score -1.381728e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 177488 members 
Entering Unmasked Estep 
Score: -13817566.000000 Penalty: 1150.957520
	Iteration 21Q: 3 clusters Score -1.381757e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 177942 members 
Entering Unmasked Estep 
Score: -13817779.000000 Penalty: 1150.957520
	Iteration 22Q: 3 clusters Score -1.381778e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -13817817.000000 Penalty: 1150.957520
	Iteration 23Q: 3 clusters Score -1.381782e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132268 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -13817869.000000 Penalty: 1150.957520
	Iteration 24Q: 3 clusters Score -1.381787e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -13817864.000000 Penalty: 1150.957520
	Iteration 25Q: 3 clusters Score -1.381786e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 179737 members 
Entering Unmasked Estep 
Score: -13817875.000000 Penalty: 1150.957520
	Iteration 26Q: 3 clusters Score -1.381788e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -13817911.000000 Penalty: 1150.957520
	Iteration 27Q: 3 clusters Score -1.381791e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -13817920.000000 Penalty: 1150.957520
	Iteration 28Q: 3 clusters Score -1.381792e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -13817895.000000 Penalty: 1150.957520
	Iteration 29Q: 3 clusters Score -1.38179e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129351 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -13817885.000000 Penalty: 1150.957520
	Iteration 30Q: 3 clusters Score -1.381788e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 182271 members 
Entering Unmasked Estep 
Score: -13817902.000000 Penalty: 1150.957520
	Iteration 31Q: 3 clusters Score -1.38179e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128288 members 
Mstep: Class 2 contains 182817 members 
Entering Unmasked Estep 
Score: -13817856.000000 Penalty: 1150.957520
	Iteration 32Q: 3 clusters Score -1.381786e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 183333 members 
Entering Unmasked Estep 
Score: -13817870.000000 Penalty: 1150.957520
	Iteration 33Q: 3 clusters Score -1.381787e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127275 members 
Mstep: Class 2 contains 183830 members 
Entering Unmasked Estep 
Score: -13817902.000000 Penalty: 1150.957520
	Iteration 34Q: 3 clusters Score -1.38179e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 184336 members 
Entering Unmasked Estep 
Score: -13817916.000000 Penalty: 1150.957520
	Iteration 35Q: 3 clusters Score -1.381792e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 184875 members 
Entering Unmasked Estep 
Score: -13817963.000000 Penalty: 1150.957520
	Iteration 36Q: 3 clusters Score -1.381796e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 185404 members 
Entering Unmasked Estep 
Score: -13817939.000000 Penalty: 1150.957520
	Iteration 37Q: 3 clusters Score -1.381794e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 185956 members 
Entering Unmasked Estep 
Score: -13817940.000000 Penalty: 1150.957520
	Iteration 38Q: 3 clusters Score -1.381794e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 186505 members 
Entering Unmasked Estep 
Score: -13817858.000000 Penalty: 1150.957520
	Iteration 39Q: 3 clusters Score -1.381786e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 187045 members 
Entering Unmasked Estep 
Score: -13817824.000000 Penalty: 1150.957520
	Iteration 40F: 3 clusters Score -1.381782e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 187578 members 
Entering Unmasked Estep 
Score: -13817859.000000 Penalty: 1150.957520
	Iteration 41Q: 3 clusters Score -1.381786e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 188102 members 
Entering Unmasked Estep 
Score: -13817863.000000 Penalty: 1150.957520
	Iteration 42Q: 3 clusters Score -1.381786e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 188714 members 
Entering Unmasked Estep 
Score: -13817899.000000 Penalty: 1150.957520
	Iteration 43Q: 3 clusters Score -1.38179e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -13817889.000000 Penalty: 1150.957520
	Iteration 44Q: 3 clusters Score -1.381789e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -13817871.000000 Penalty: 1150.957520
	Iteration 45Q: 3 clusters Score -1.381787e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 190558 members 
Entering Unmasked Estep 
Score: -13817883.000000 Penalty: 1150.957520
	Iteration 46Q: 3 clusters Score -1.381788e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -13817875.000000 Penalty: 1150.957520
	Iteration 47Q: 3 clusters Score -1.381788e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 191761 members 
Entering Unmasked Estep 
Score: -13817842.000000 Penalty: 1150.957520
	Iteration 48Q: 3 clusters Score -1.381784e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 192338 members 
Entering Unmasked Estep 
Score: -13817852.000000 Penalty: 1150.957520
	Iteration 49Q: 3 clusters Score -1.381785e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 192920 members 
Entering Unmasked Estep 
Score: -13817882.000000 Penalty: 1150.957520
	Iteration 50Q: 3 clusters Score -1.381788e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 193541 members 
Entering Unmasked Estep 
Score: -13817886.000000 Penalty: 1150.957520
	Iteration 51Q: 3 clusters Score -1.381789e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 194184 members 
Entering Unmasked Estep 
Score: -13817882.000000 Penalty: 1150.957520
	Iteration 52Q: 3 clusters Score -1.381788e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 194839 members 
Entering Unmasked Estep 
Score: -13817845.000000 Penalty: 1150.957520
	Iteration 53Q: 3 clusters Score -1.381784e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115611 members 
Mstep: Class 2 contains 195494 members 
Entering Unmasked Estep 
Score: -13817817.000000 Penalty: 1150.957520
	Iteration 54Q: 3 clusters Score -1.381782e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 196100 members 
Entering Unmasked Estep 
Score: -13817811.000000 Penalty: 1150.957520
	Iteration 55Q: 3 clusters Score -1.381781e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 196687 members 
Entering Unmasked Estep 
Score: -13817779.000000 Penalty: 1150.957520
	Iteration 56Q: 3 clusters Score -1.381778e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 197236 members 
Entering Unmasked Estep 
Score: -13817741.000000 Penalty: 1150.957520
	Iteration 57Q: 3 clusters Score -1.381774e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113283 members 
Mstep: Class 2 contains 197822 members 
Entering Unmasked Estep 
Score: -13817722.000000 Penalty: 1150.957520
	Iteration 58Q: 3 clusters Score -1.381772e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 198420 members 
Entering Unmasked Estep 
Score: -13817663.000000 Penalty: 1150.957520
	Iteration 59Q: 3 clusters Score -1.381766e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 198995 members 
Entering Unmasked Estep 
Score: -13817689.000000 Penalty: 1150.957520
	Iteration 60F: 3 clusters Score -1.381769e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Mstep: Class 2 contains 199527 members 
Entering Unmasked Estep 
Score: -13817689.000000 Penalty: 1150.957520
	Iteration 61Q: 3 clusters Score -1.381769e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 200072 members 
Entering Unmasked Estep 
Score: -13817720.000000 Penalty: 1150.957520
	Iteration 62Q: 3 clusters Score -1.381772e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 200701 members 
Entering Unmasked Estep 
Score: -13817716.000000 Penalty: 1150.957520
	Iteration 63Q: 3 clusters Score -1.381772e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 201308 members 
Entering Unmasked Estep 
Score: -13817696.000000 Penalty: 1150.957520
	Iteration 64Q: 3 clusters Score -1.38177e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 201946 members 
Entering Unmasked Estep 
Score: -13817649.000000 Penalty: 1150.957520
	Iteration 65Q: 3 clusters Score -1.381765e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 202586 members 
Entering Unmasked Estep 
Score: -13817612.000000 Penalty: 1150.957520
	Iteration 66Q: 3 clusters Score -1.381761e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 203263 members 
Entering Unmasked Estep 
Score: -13817607.000000 Penalty: 1150.957520
	Iteration 67Q: 3 clusters Score -1.381761e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 203894 members 
Entering Unmasked Estep 
Score: -13817605.000000 Penalty: 1150.957520
	Iteration 68Q: 3 clusters Score -1.38176e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 204611 members 
Entering Unmasked Estep 
Score: -13817550.000000 Penalty: 1150.957520
	Iteration 69Q: 3 clusters Score -1.381755e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 205425 members 
Entering Unmasked Estep 
Score: -13817526.000000 Penalty: 1150.957520
	Iteration 70Q: 3 clusters Score -1.381753e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -13817562.000000 Penalty: 1150.957520
	Iteration 71Q: 3 clusters Score -1.381756e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 206830 members 
Entering Unmasked Estep 
Score: -13817571.000000 Penalty: 1150.957520
	Iteration 72Q: 3 clusters Score -1.381757e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 207452 members 
Entering Unmasked Estep 
Score: -13817594.000000 Penalty: 1150.957520
	Iteration 73Q: 3 clusters Score -1.381759e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 208106 members 
Entering Unmasked Estep 
Score: -13817570.000000 Penalty: 1150.957520
	Iteration 74Q: 3 clusters Score -1.381757e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 208821 members 
Entering Unmasked Estep 
Score: -13817579.000000 Penalty: 1150.957520
	Iteration 75Q: 3 clusters Score -1.381758e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 209541 members 
Entering Unmasked Estep 
Score: -13817486.000000 Penalty: 1150.957520
	Iteration 76Q: 3 clusters Score -1.381749e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 210238 members 
Entering Unmasked Estep 
Score: -13817520.000000 Penalty: 1150.957520
	Iteration 77Q: 3 clusters Score -1.381752e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 211015 members 
Entering Unmasked Estep 
Score: -13817544.000000 Penalty: 1150.957520
	Iteration 78Q: 3 clusters Score -1.381754e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 211786 members 
Entering Unmasked Estep 
Score: -13817524.000000 Penalty: 1150.957520
	Iteration 79Q: 3 clusters Score -1.381752e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 212641 members 
Entering Unmasked Estep 
Score: -13817510.000000 Penalty: 1150.957520
	Iteration 80F: 3 clusters Score -1.381751e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 213546 members 
Entering Unmasked Estep 
Score: -13817443.000000 Penalty: 1150.957520
	Iteration 81Q: 3 clusters Score -1.381744e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 214402 members 
Entering Unmasked Estep 
Score: -13817455.000000 Penalty: 1150.957520
	Iteration 82Q: 3 clusters Score -1.381746e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95758 members 
Mstep: Class 2 contains 215347 members 
Entering Unmasked Estep 
Score: -13817428.000000 Penalty: 1150.957520
	Iteration 83Q: 3 clusters Score -1.381743e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 216311 members 
Entering Unmasked Estep 
Score: -13817451.000000 Penalty: 1150.957520
	Iteration 84Q: 3 clusters Score -1.381745e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 217329 members 
Entering Unmasked Estep 
Score: -13817464.000000 Penalty: 1150.957520
	Iteration 85Q: 3 clusters Score -1.381746e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 218395 members 
Entering Unmasked Estep 
Score: -13817427.000000 Penalty: 1150.957520
	Iteration 86Q: 3 clusters Score -1.381743e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 219342 members 
Entering Unmasked Estep 
Score: -13817441.000000 Penalty: 1150.957520
	Iteration 87Q: 3 clusters Score -1.381744e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 220361 members 
Entering Unmasked Estep 
Score: -13817387.000000 Penalty: 1150.957520
	Iteration 88Q: 3 clusters Score -1.381739e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -13817354.000000 Penalty: 1150.957520
	Iteration 89Q: 3 clusters Score -1.381735e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 222343 members 
Entering Unmasked Estep 
Score: -13817342.000000 Penalty: 1150.957520
	Iteration 90Q: 3 clusters Score -1.381734e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 223348 members 
Entering Unmasked Estep 
Score: -13817345.000000 Penalty: 1150.957520
	Iteration 91Q: 3 clusters Score -1.381734e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 224360 members 
Entering Unmasked Estep 
Score: -13817406.000000 Penalty: 1150.957520
	Iteration 92Q: 3 clusters Score -1.381741e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 225372 members 
Entering Unmasked Estep 
Score: -13817378.000000 Penalty: 1150.957520
	Iteration 93Q: 3 clusters Score -1.381738e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 226389 members 
Entering Unmasked Estep 
Score: -13817453.000000 Penalty: 1150.957520
	Iteration 94Q: 3 clusters Score -1.381745e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 227411 members 
Entering Unmasked Estep 
Score: -13817468.000000 Penalty: 1150.957520
	Iteration 95Q: 3 clusters Score -1.381747e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 228456 members 
Entering Unmasked Estep 
Score: -13817484.000000 Penalty: 1150.957520
	Iteration 96Q: 3 clusters Score -1.381748e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 229489 members 
Entering Unmasked Estep 
Score: -13817432.000000 Penalty: 1150.957520
	Iteration 97Q: 3 clusters Score -1.381743e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 230582 members 
Entering Unmasked Estep 
Score: -13817454.000000 Penalty: 1150.957520
	Iteration 98Q: 3 clusters Score -1.381745e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 231574 members 
Entering Unmasked Estep 
Score: -13817510.000000 Penalty: 1150.957520
	Iteration 99Q: 3 clusters Score -1.381751e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 232542 members 
Entering Unmasked Estep 
Score: -13817459.000000 Penalty: 1150.957520
	Iteration 100F: 3 clusters Score -1.381746e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 233386 members 
Entering Unmasked Estep 
Score: -13817407.000000 Penalty: 1150.957520
	Iteration 101Q: 3 clusters Score -1.381741e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 234274 members 
Entering Unmasked Estep 
Score: -13817384.000000 Penalty: 1150.957520
	Iteration 102Q: 3 clusters Score -1.381738e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 235103 members 
Entering Unmasked Estep 
Score: -13817388.000000 Penalty: 1150.957520
	Iteration 103Q: 3 clusters Score -1.381739e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 235948 members 
Entering Unmasked Estep 
Score: -13817454.000000 Penalty: 1150.957520
	Iteration 104Q: 3 clusters Score -1.381745e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 236826 members 
Entering Unmasked Estep 
Score: -13817490.000000 Penalty: 1150.957520
	Iteration 105Q: 3 clusters Score -1.381749e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 237628 members 
Entering Unmasked Estep 
Score: -13817477.000000 Penalty: 1150.957520
	Iteration 106Q: 3 clusters Score -1.381748e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 238460 members 
Entering Unmasked Estep 
Score: -13817488.000000 Penalty: 1150.957520
	Iteration 107Q: 3 clusters Score -1.381749e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 239322 members 
Entering Unmasked Estep 
Score: -13817464.000000 Penalty: 1150.957520
	Iteration 108Q: 3 clusters Score -1.381746e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 240175 members 
Entering Unmasked Estep 
Score: -13817512.000000 Penalty: 1150.957520
	Iteration 109Q: 3 clusters Score -1.381751e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 240990 members 
Entering Unmasked Estep 
Score: -13817553.000000 Penalty: 1150.957520
	Iteration 110Q: 3 clusters Score -1.381755e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 241758 members 
Entering Unmasked Estep 
Score: -13817487.000000 Penalty: 1150.957520
	Iteration 111Q: 3 clusters Score -1.381749e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 242532 members 
Entering Unmasked Estep 
Score: -13817466.000000 Penalty: 1150.957520
	Iteration 112Q: 3 clusters Score -1.381747e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 243327 members 
Entering Unmasked Estep 
Score: -13817457.000000 Penalty: 1150.957520
	Iteration 113Q: 3 clusters Score -1.381746e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 244157 members 
Entering Unmasked Estep 
Score: -13817490.000000 Penalty: 1150.957520
	Iteration 114Q: 3 clusters Score -1.381749e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 244999 members 
Entering Unmasked Estep 
Score: -13817448.000000 Penalty: 1150.957520
	Iteration 115Q: 3 clusters Score -1.381745e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 245849 members 
Entering Unmasked Estep 
Score: -13817388.000000 Penalty: 1150.957520
	Iteration 116Q: 3 clusters Score -1.381739e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 246663 members 
Entering Unmasked Estep 
Score: -13817335.000000 Penalty: 1150.957520
	Iteration 117Q: 3 clusters Score -1.381734e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 247494 members 
Entering Unmasked Estep 
Score: -13817342.000000 Penalty: 1150.957520
	Iteration 118Q: 3 clusters Score -1.381734e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 248190 members 
Entering Unmasked Estep 
Score: -13817368.000000 Penalty: 1150.957520
	Iteration 119Q: 3 clusters Score -1.381737e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 248883 members 
Entering Unmasked Estep 
Score: -13817365.000000 Penalty: 1150.957520
	Iteration 120F: 3 clusters Score -1.381736e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 249639 members 
Entering Unmasked Estep 
Score: -13817320.000000 Penalty: 1150.957520
	Iteration 121Q: 3 clusters Score -1.381732e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 250475 members 
Entering Unmasked Estep 
Score: -13817266.000000 Penalty: 1150.957520
	Iteration 122Q: 3 clusters Score -1.381727e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 251336 members 
Entering Unmasked Estep 
Score: -13817346.000000 Penalty: 1150.957520
	Iteration 123Q: 3 clusters Score -1.381735e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 252105 members 
Entering Unmasked Estep 
Score: -13817330.000000 Penalty: 1150.957520
	Iteration 124Q: 3 clusters Score -1.381733e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 252915 members 
Entering Unmasked Estep 
Score: -13817333.000000 Penalty: 1150.957520
	Iteration 125Q: 3 clusters Score -1.381733e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 253812 members 
Entering Unmasked Estep 
Score: -13817349.000000 Penalty: 1150.957520
	Iteration 126Q: 3 clusters Score -1.381735e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 254672 members 
Entering Unmasked Estep 
Score: -13817332.000000 Penalty: 1150.957520
	Iteration 127Q: 3 clusters Score -1.381733e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 255505 members 
Entering Unmasked Estep 
Score: -13817316.000000 Penalty: 1150.957520
	Iteration 128Q: 3 clusters Score -1.381732e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 256385 members 
Entering Unmasked Estep 
Score: -13817316.000000 Penalty: 1150.957520
	Iteration 129Q: 3 clusters Score -1.381732e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 257167 members 
Entering Unmasked Estep 
Score: -13817331.000000 Penalty: 1150.957520
	Iteration 130Q: 3 clusters Score -1.381733e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 257976 members 
Entering Unmasked Estep 
Score: -13817368.000000 Penalty: 1150.957520
	Iteration 131Q: 3 clusters Score -1.381737e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 258720 members 
Entering Unmasked Estep 
Score: -13817337.000000 Penalty: 1150.957520
	Iteration 132Q: 3 clusters Score -1.381734e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 259505 members 
Entering Unmasked Estep 
Score: -13817379.000000 Penalty: 1150.957520
	Iteration 133Q: 3 clusters Score -1.381738e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 260305 members 
Entering Unmasked Estep 
Score: -13817441.000000 Penalty: 1150.957520
	Iteration 134Q: 3 clusters Score -1.381744e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 261142 members 
Entering Unmasked Estep 
Score: -13817438.000000 Penalty: 1150.957520
	Iteration 135Q: 3 clusters Score -1.381744e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 261961 members 
Entering Unmasked Estep 
Score: -13817449.000000 Penalty: 1150.957520
	Iteration 136Q: 3 clusters Score -1.381745e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 262695 members 
Entering Unmasked Estep 
Score: -13817488.000000 Penalty: 1150.957520
	Iteration 137Q: 3 clusters Score -1.381749e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 263413 members 
Entering Unmasked Estep 
Score: -13817498.000000 Penalty: 1150.957520
	Iteration 138Q: 3 clusters Score -1.38175e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 264146 members 
Entering Unmasked Estep 
Score: -13817531.000000 Penalty: 1150.957520
	Iteration 139Q: 3 clusters Score -1.381753e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 264795 members 
Entering Unmasked Estep 
Score: -13817571.000000 Penalty: 1150.957520
	Iteration 140F: 3 clusters Score -1.381757e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 265463 members 
Entering Unmasked Estep 
Score: -13817593.000000 Penalty: 1150.957520
	Iteration 141Q: 3 clusters Score -1.381759e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 266114 members 
Entering Unmasked Estep 
Score: -13817563.000000 Penalty: 1150.957520
	Iteration 142Q: 3 clusters Score -1.381756e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 266757 members 
Entering Unmasked Estep 
Score: -13817571.000000 Penalty: 1150.957520
	Iteration 143Q: 3 clusters Score -1.381757e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 267441 members 
Entering Unmasked Estep 
Score: -13817584.000000 Penalty: 1150.957520
	Iteration 144Q: 3 clusters Score -1.381758e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 268041 members 
Entering Unmasked Estep 
Score: -13817608.000000 Penalty: 1150.957520
	Iteration 145Q: 3 clusters Score -1.381761e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 268558 members 
Entering Unmasked Estep 
Score: -13817595.000000 Penalty: 1150.957520
	Iteration 146Q: 3 clusters Score -1.38176e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 269062 members 
Entering Unmasked Estep 
Score: -13817585.000000 Penalty: 1150.957520
	Iteration 147Q: 3 clusters Score -1.381758e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 269659 members 
Entering Unmasked Estep 
Score: -13817569.000000 Penalty: 1150.957520
	Iteration 148Q: 3 clusters Score -1.381757e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 270182 members 
Entering Unmasked Estep 
Score: -13817534.000000 Penalty: 1150.957520
	Iteration 149Q: 3 clusters Score -1.381753e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 270676 members 
Entering Unmasked Estep 
Score: -13817537.000000 Penalty: 1150.957520
	Iteration 150Q: 3 clusters Score -1.381754e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 271177 members 
Entering Unmasked Estep 
Score: -13817519.000000 Penalty: 1150.957520
	Iteration 151Q: 3 clusters Score -1.381752e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 271688 members 
Entering Unmasked Estep 
Score: -13817493.000000 Penalty: 1150.957520
	Iteration 152Q: 3 clusters Score -1.381749e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 272007 members 
Entering Unmasked Estep 
Score: -13817494.000000 Penalty: 1150.957520
	Iteration 153Q: 3 clusters Score -1.381749e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 272402 members 
Entering Unmasked Estep 
Score: -13817489.000000 Penalty: 1150.957520
	Iteration 154Q: 3 clusters Score -1.381749e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 272802 members 
Entering Unmasked Estep 
Score: -13817491.000000 Penalty: 1150.957520
	Iteration 155Q: 3 clusters Score -1.381749e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 273250 members 
Entering Unmasked Estep 
Score: -13817454.000000 Penalty: 1150.957520
	Iteration 156Q: 3 clusters Score -1.381745e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 273687 members 
Entering Unmasked Estep 
Score: -13817443.000000 Penalty: 1150.957520
	Iteration 157Q: 3 clusters Score -1.381744e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 274216 members 
Entering Unmasked Estep 
Score: -13817483.000000 Penalty: 1150.957520
	Iteration 158Q: 3 clusters Score -1.381748e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 274742 members 
Entering Unmasked Estep 
Score: -13817531.000000 Penalty: 1150.957520
	Iteration 159Q: 3 clusters Score -1.381753e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 275319 members 
Entering Unmasked Estep 
Score: -13817563.000000 Penalty: 1150.957520
	Iteration 160F: 3 clusters Score -1.381756e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 275827 members 
Entering Unmasked Estep 
Score: -13817607.000000 Penalty: 1150.957520
	Iteration 161Q: 3 clusters Score -1.381761e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 276317 members 
Entering Unmasked Estep 
Score: -13817600.000000 Penalty: 1150.957520
	Iteration 162Q: 3 clusters Score -1.38176e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 276878 members 
Entering Unmasked Estep 
Score: -13817622.000000 Penalty: 1150.957520
	Iteration 163Q: 3 clusters Score -1.381762e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 277428 members 
Entering Unmasked Estep 
Score: -13817594.000000 Penalty: 1150.957520
	Iteration 164Q: 3 clusters Score -1.381759e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 277907 members 
Entering Unmasked Estep 
Score: -13817646.000000 Penalty: 1150.957520
	Iteration 165Q: 3 clusters Score -1.381765e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 278398 members 
Entering Unmasked Estep 
Score: -13817712.000000 Penalty: 1150.957520
	Iteration 166Q: 3 clusters Score -1.381771e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 278942 members 
Entering Unmasked Estep 
Score: -13817687.000000 Penalty: 1150.957520
	Iteration 167Q: 3 clusters Score -1.381769e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 279500 members 
Entering Unmasked Estep 
Score: -13817707.000000 Penalty: 1150.957520
	Iteration 168Q: 3 clusters Score -1.381771e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 279967 members 
Entering Unmasked Estep 
Score: -13817739.000000 Penalty: 1150.957520
	Iteration 169Q: 3 clusters Score -1.381774e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 280468 members 
Entering Unmasked Estep 
Score: -13817807.000000 Penalty: 1150.957520
	Iteration 170Q: 3 clusters Score -1.381781e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 281120 members 
Entering Unmasked Estep 
Score: -13817801.000000 Penalty: 1150.957520
	Iteration 171Q: 3 clusters Score -1.38178e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 281592 members 
Entering Unmasked Estep 
Score: -13817778.000000 Penalty: 1150.957520
	Iteration 172Q: 3 clusters Score -1.381778e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 282205 members 
Entering Unmasked Estep 
Score: -13817722.000000 Penalty: 1150.957520
	Iteration 173Q: 3 clusters Score -1.381772e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 282685 members 
Entering Unmasked Estep 
Score: -13817704.000000 Penalty: 1150.957520
	Iteration 174Q: 3 clusters Score -1.38177e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 283266 members 
Entering Unmasked Estep 
Score: -13817664.000000 Penalty: 1150.957520
	Iteration 175Q: 3 clusters Score -1.381766e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 283876 members 
Entering Unmasked Estep 
Score: -13817618.000000 Penalty: 1150.957520
	Iteration 176Q: 3 clusters Score -1.381762e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 284554 members 
Entering Unmasked Estep 
Score: -13817627.000000 Penalty: 1150.957520
	Iteration 177Q: 3 clusters Score -1.381763e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 285244 members 
Entering Unmasked Estep 
Score: -13817524.000000 Penalty: 1150.957520
	Iteration 178Q: 3 clusters Score -1.381752e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 285801 members 
Entering Unmasked Estep 
Score: -13817559.000000 Penalty: 1150.957520
	Iteration 179Q: 3 clusters Score -1.381756e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 286522 members 
Entering Unmasked Estep 
Score: -13817472.000000 Penalty: 1150.957520
	Iteration 180F: 3 clusters Score -1.381747e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 287199 members 
Entering Unmasked Estep 
Score: -13817409.000000 Penalty: 1150.957520
	Iteration 181Q: 3 clusters Score -1.381741e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 287841 members 
Entering Unmasked Estep 
Score: -13817378.000000 Penalty: 1150.957520
	Iteration 182Q: 3 clusters Score -1.381738e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 288609 members 
Entering Unmasked Estep 
Score: -13817317.000000 Penalty: 1150.957520
	Iteration 183Q: 3 clusters Score -1.381732e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 289353 members 
Entering Unmasked Estep 
Score: -13817215.000000 Penalty: 1150.957520
	Iteration 184Q: 3 clusters Score -1.381722e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 290176 members 
Entering Unmasked Estep 
Score: -13817197.000000 Penalty: 1150.957520
	Iteration 185Q: 3 clusters Score -1.38172e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 290961 members 
Entering Unmasked Estep 
Score: -13817191.000000 Penalty: 1150.957520
	Iteration 186Q: 3 clusters Score -1.381719e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 291804 members 
Entering Unmasked Estep 
Score: -13817083.000000 Penalty: 1150.957520
	Iteration 187Q: 3 clusters Score -1.381708e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 292450 members 
Entering Unmasked Estep 
Score: -13817018.000000 Penalty: 1150.957520
	Iteration 188Q: 3 clusters Score -1.381702e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 293186 members 
Entering Unmasked Estep 
Score: -13816941.000000 Penalty: 1150.957520
	Iteration 189Q: 3 clusters Score -1.381694e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 293936 members 
Entering Unmasked Estep 
Score: -13816936.000000 Penalty: 1150.957520
	Iteration 190Q: 3 clusters Score -1.381694e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 294657 members 
Entering Unmasked Estep 
Score: -13816843.000000 Penalty: 1150.957520
	Iteration 191Q: 3 clusters Score -1.381684e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 295423 members 
Entering Unmasked Estep 
Score: -13816761.000000 Penalty: 1150.957520
	Iteration 192Q: 3 clusters Score -1.381676e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 296289 members 
Entering Unmasked Estep 
Score: -13816673.000000 Penalty: 1150.957520
	Iteration 193Q: 3 clusters Score -1.381667e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 297096 members 
Entering Unmasked Estep 
Score: -13816582.000000 Penalty: 1150.957520
	Iteration 194Q: 3 clusters Score -1.381658e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 297889 members 
Entering Unmasked Estep 
Score: -13816473.000000 Penalty: 1150.957520
	Iteration 195Q: 3 clusters Score -1.381647e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 298586 members 
Entering Unmasked Estep 
Score: -13816457.000000 Penalty: 1150.957520
	Iteration 196Q: 3 clusters Score -1.381646e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 299294 members 
Entering Unmasked Estep 
Score: -13816444.000000 Penalty: 1150.957520
	Iteration 197Q: 3 clusters Score -1.381644e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 300011 members 
Entering Unmasked Estep 
Score: -13816403.000000 Penalty: 1150.957520
	Iteration 198Q: 3 clusters Score -1.38164e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 300764 members 
Entering Unmasked Estep 
Score: -13816395.000000 Penalty: 1150.957520
	Iteration 199Q: 3 clusters Score -1.38164e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 301476 members 
Entering Unmasked Estep 
Score: -13816309.000000 Penalty: 1150.957520
	Iteration 200F: 3 clusters Score -1.381631e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 302147 members 
Entering Unmasked Estep 
Score: -13816231.000000 Penalty: 1150.957520
	Iteration 201Q: 3 clusters Score -1.381623e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 302842 members 
Entering Unmasked Estep 
Score: -13816193.000000 Penalty: 1150.957520
	Iteration 202Q: 3 clusters Score -1.381619e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 303464 members 
Entering Unmasked Estep 
Score: -13816149.000000 Penalty: 1150.957520
	Iteration 203Q: 3 clusters Score -1.381615e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 304113 members 
Entering Unmasked Estep 
Score: -13816128.000000 Penalty: 1150.957520
	Iteration 204Q: 3 clusters Score -1.381613e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 304677 members 
Entering Unmasked Estep 
Score: -13816087.000000 Penalty: 1150.957520
	Iteration 205Q: 3 clusters Score -1.381609e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 305194 members 
Entering Unmasked Estep 
Score: -13815971.000000 Penalty: 1150.957520
	Iteration 206Q: 3 clusters Score -1.381597e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 305693 members 
Entering Unmasked Estep 
Score: -13815941.000000 Penalty: 1150.957520
	Iteration 207Q: 3 clusters Score -1.381594e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 306176 members 
Entering Unmasked Estep 
Score: -13815865.000000 Penalty: 1150.957520
	Iteration 208Q: 3 clusters Score -1.381586e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 306621 members 
Entering Unmasked Estep 
Score: -13815823.000000 Penalty: 1150.957520
	Iteration 209Q: 3 clusters Score -1.381582e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 307024 members 
Entering Unmasked Estep 
Score: -13815768.000000 Penalty: 1150.957520
	Iteration 210Q: 3 clusters Score -1.381577e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 307371 members 
Entering Unmasked Estep 
Score: -13815758.000000 Penalty: 1150.957520
	Iteration 211Q: 3 clusters Score -1.381576e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 307688 members 
Entering Unmasked Estep 
Score: -13815704.000000 Penalty: 1150.957520
	Iteration 212Q: 3 clusters Score -1.38157e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 307973 members 
Entering Unmasked Estep 
Score: -13815685.000000 Penalty: 1150.957520
	Iteration 213Q: 3 clusters Score -1.381568e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 308241 members 
Entering Unmasked Estep 
Score: -13815649.000000 Penalty: 1150.957520
	Iteration 214Q: 3 clusters Score -1.381565e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 308470 members 
Entering Unmasked Estep 
Score: -13815613.000000 Penalty: 1150.957520
	Iteration 215Q: 3 clusters Score -1.381561e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 308669 members 
Entering Unmasked Estep 
Score: -13815603.000000 Penalty: 1150.957520
	Iteration 216Q: 3 clusters Score -1.38156e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 308843 members 
Entering Unmasked Estep 
Score: -13815581.000000 Penalty: 1150.957520
	Iteration 217Q: 3 clusters Score -1.381558e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 309011 members 
Entering Unmasked Estep 
Score: -13815541.000000 Penalty: 1150.957520
	Iteration 218Q: 3 clusters Score -1.381554e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 309169 members 
Entering Unmasked Estep 
Score: -13815515.000000 Penalty: 1150.957520
	Iteration 219Q: 3 clusters Score -1.381552e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 309295 members 
Entering Unmasked Estep 
Score: -13815491.000000 Penalty: 1150.957520
	Iteration 220F: 3 clusters Score -1.381549e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 309398 members 
Entering Unmasked Estep 
Score: -13815466.000000 Penalty: 1150.957520
	Iteration 221Q: 3 clusters Score -1.381547e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 309487 members 
Entering Unmasked Estep 
Score: -13815463.000000 Penalty: 1150.957520
	Iteration 222Q: 3 clusters Score -1.381546e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 309563 members 
Entering Unmasked Estep 
Score: -13815448.000000 Penalty: 1150.957520
	Iteration 223Q: 3 clusters Score -1.381545e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 309624 members 
Entering Unmasked Estep 
Score: -13815437.000000 Penalty: 1150.957520
	Iteration 224Q: 3 clusters Score -1.381544e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 309691 members 
Entering Unmasked Estep 
Score: -13815431.000000 Penalty: 1150.957520
	Iteration 225Q: 3 clusters Score -1.381543e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 309750 members 
Entering Unmasked Estep 
Score: -13815416.000000 Penalty: 1150.957520
	Iteration 226Q: 3 clusters Score -1.381542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 309793 members 
Entering Unmasked Estep 
Score: -13815409.000000 Penalty: 1150.957520
	Iteration 227Q: 3 clusters Score -1.381541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 309819 members 
Entering Unmasked Estep 
Score: -13815387.000000 Penalty: 1150.957520
	Iteration 228Q: 3 clusters Score -1.381539e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 309857 members 
Entering Unmasked Estep 
Score: -13815383.000000 Penalty: 1150.957520
	Iteration 229Q: 3 clusters Score -1.381538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 309890 members 
Entering Unmasked Estep 
Score: -13815377.000000 Penalty: 1150.957520
	Iteration 230Q: 3 clusters Score -1.381538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 309927 members 
Entering Unmasked Estep 
Score: -13815368.000000 Penalty: 1150.957520
	Iteration 231Q: 3 clusters Score -1.381537e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 309956 members 
Entering Unmasked Estep 
Score: -13815362.000000 Penalty: 1150.957520
	Iteration 232Q: 3 clusters Score -1.381536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 309992 members 
Entering Unmasked Estep 
Score: -13815355.000000 Penalty: 1150.957520
	Iteration 233Q: 3 clusters Score -1.381536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 310019 members 
Entering Unmasked Estep 
Score: -13815362.000000 Penalty: 1150.957520
	Iteration 234Q: 3 clusters Score -1.381536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 310035 members 
Entering Unmasked Estep 
Score: -13815355.000000 Penalty: 1150.957520
	Iteration 235Q: 3 clusters Score -1.381536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 310050 members 
Entering Unmasked Estep 
Score: -13815369.000000 Penalty: 1150.957520
	Iteration 236Q: 3 clusters Score -1.381537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 310065 members 
Entering Unmasked Estep 
Score: -13815367.000000 Penalty: 1150.957520
	Iteration 237Q: 3 clusters Score -1.381537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 310093 members 
Entering Unmasked Estep 
Score: -13815373.000000 Penalty: 1150.957520
	Iteration 238Q: 3 clusters Score -1.381537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 310118 members 
Entering Unmasked Estep 
Score: -13815371.000000 Penalty: 1150.957520
	Iteration 239Q: 3 clusters Score -1.381537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 310135 members 
Entering Unmasked Estep 
Score: -13815367.000000 Penalty: 1150.957520
	Iteration 240F: 3 clusters Score -1.381537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 310156 members 
Entering Unmasked Estep 
Score: -13815358.000000 Penalty: 1150.957520
	Iteration 241Q: 3 clusters Score -1.381536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 310175 members 
Entering Unmasked Estep 
Score: -13815358.000000 Penalty: 1150.957520
	Iteration 242Q: 3 clusters Score -1.381536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 310186 members 
Entering Unmasked Estep 
Score: -13815370.000000 Penalty: 1150.957520
	Iteration 243Q: 3 clusters Score -1.381537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 310190 members 
Entering Unmasked Estep 
Score: -13815368.000000 Penalty: 1150.957520
	Iteration 244Q: 3 clusters Score -1.381537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 310196 members 
Entering Unmasked Estep 
Score: -13815368.000000 Penalty: 1150.957520
	Iteration 245Q: 3 clusters Score -1.381537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 310203 members 
Entering Unmasked Estep 
Score: -13815361.000000 Penalty: 1150.957520
	Iteration 246Q: 3 clusters Score -1.381536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 310203 members 
Entering Unmasked Estep 
Score: -13815375.000000 Penalty: 1150.957520
	Iteration 247Q: 3 clusters Score -1.381538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 310206 members 
Entering Unmasked Estep 
Score: -13815361.000000 Penalty: 1150.957520
	Iteration 248Q: 3 clusters Score -1.381536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 310210 members 
Entering Unmasked Estep 
Score: -13815372.000000 Penalty: 1150.957520
	Iteration 249Q: 3 clusters Score -1.381537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 310216 members 
Entering Unmasked Estep 
Score: -13815367.000000 Penalty: 1150.957520
	Iteration 250Q: 3 clusters Score -1.381537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 310221 members 
Entering Unmasked Estep 
Score: -13815368.000000 Penalty: 1150.957520
	Iteration 251Q: 3 clusters Score -1.381537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 310227 members 
Entering Unmasked Estep 
Score: -13815362.000000 Penalty: 1150.957520
	Iteration 252Q: 3 clusters Score -1.381536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 310231 members 
Entering Unmasked Estep 
Score: -13815361.000000 Penalty: 1150.957520
	Iteration 253Q: 3 clusters Score -1.381536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 310233 members 
Entering Unmasked Estep 
Score: -13815365.000000 Penalty: 1150.957520
	Iteration 254Q: 3 clusters Score -1.381536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 310238 members 
Entering Unmasked Estep 
Score: -13815367.000000 Penalty: 1150.957520
	Iteration 255Q: 3 clusters Score -1.381537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 310242 members 
Entering Unmasked Estep 
Score: -13815362.000000 Penalty: 1150.957520
	Iteration 256Q: 3 clusters Score -1.381536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 310245 members 
Entering Unmasked Estep 
Score: -13815360.000000 Penalty: 1150.957520
	Iteration 257Q: 3 clusters Score -1.381536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 310248 members 
Entering Unmasked Estep 
Score: -13815360.000000 Penalty: 1150.957520
	Iteration 258Q: 3 clusters Score -1.381536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 310254 members 
Entering Unmasked Estep 
Score: -13815356.000000 Penalty: 1150.957520
	Iteration 259Q: 3 clusters Score -1.381536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 310260 members 
Entering Unmasked Estep 
Score: -13815359.000000 Penalty: 1150.957520
	Iteration 260F: 3 clusters Score -1.381536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 310265 members 
Entering Unmasked Estep 
Score: -13815355.000000 Penalty: 1150.957520
	Iteration 261Q: 3 clusters Score -1.381536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 310272 members 
Entering Unmasked Estep 
Score: -13815355.000000 Penalty: 1150.957520
	Iteration 262Q: 3 clusters Score -1.381536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 310275 members 
Entering Unmasked Estep 
Score: -13815359.000000 Penalty: 1150.957520
	Iteration 263Q: 3 clusters Score -1.381536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 310277 members 
Entering Unmasked Estep 
Score: -13815356.000000 Penalty: 1150.957520
	Iteration 264Q: 3 clusters Score -1.381536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 310281 members 
Entering Unmasked Estep 
Score: -13815357.000000 Penalty: 1150.957520
	Iteration 265Q: 3 clusters Score -1.381536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 310282 members 
Entering Unmasked Estep 
Score: -13815358.000000 Penalty: 1150.957520
	Iteration 266Q: 3 clusters Score -1.381536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 310285 members 
Entering Unmasked Estep 
Score: -13815370.000000 Penalty: 1150.957520
	Iteration 267Q: 3 clusters Score -1.381537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 310288 members 
Entering Unmasked Estep 
Score: -13815368.000000 Penalty: 1150.957520
	Iteration 268Q: 3 clusters Score -1.381537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 310290 members 
Entering Unmasked Estep 
Score: -13815367.000000 Penalty: 1150.957520
	Iteration 269Q: 3 clusters Score -1.381537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 310289 members 
Entering Unmasked Estep 
Score: -13815356.000000 Penalty: 1150.957520
	Iteration 270Q: 3 clusters Score -1.381536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 310290 members 
Entering Unmasked Estep 
Score: -13815353.000000 Penalty: 1150.957520
	Iteration 271Q: 3 clusters Score -1.381535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 310291 members 
Entering Unmasked Estep 
Score: -13815350.000000 Penalty: 1150.957520
	Iteration 272Q: 3 clusters Score -1.381535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 310291 members 
Entering Unmasked Estep 
Score: -13815350.000000 Penalty: 1150.957520
	Iteration 273F: 3 clusters Score -1.381535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Entering Unmasked Estep 
Score: -1738630.750000 Penalty: 482.321716
	Iteration 0F: 2 clusters Score -1738631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1711847.625000 Penalty: 964.643433
	Iteration 0F: 3 clusters Score -1711848 nChanged 19324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1723293.250000 Penalty: 964.643433
	Iteration 1F: 3 clusters Score -1723293 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -1724139.750000 Penalty: 964.643433
	Iteration 2Q: 3 clusters Score -1724140 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -1725666.000000 Penalty: 964.643433
	Iteration 3F: 3 clusters Score -1725666 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1728126.625000 Penalty: 964.643433
	Iteration 4F: 3 clusters Score -1728127 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -1731251.250000 Penalty: 964.643433
	Iteration 5F: 3 clusters Score -1731251 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -1733952.375000 Penalty: 964.643433
	Iteration 6F: 3 clusters Score -1733952 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -1735813.500000 Penalty: 964.643433
	Iteration 7Q: 3 clusters Score -1735814 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -1736845.875000 Penalty: 964.643433
	Iteration 8Q: 3 clusters Score -1736846 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -1737394.500000 Penalty: 964.643433
	Iteration 9Q: 3 clusters Score -1737394 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -1737631.750000 Penalty: 964.643433
	Iteration 10Q: 3 clusters Score -1737632 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -1737783.625000 Penalty: 964.643433
	Iteration 11Q: 3 clusters Score -1737784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -1737885.250000 Penalty: 964.643433
	Iteration 12Q: 3 clusters Score -1737885 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -1737984.125000 Penalty: 964.643433
	Iteration 13Q: 3 clusters Score -1737984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -1738038.875000 Penalty: 964.643433
	Iteration 14Q: 3 clusters Score -1738039 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -1738082.750000 Penalty: 964.643433
	Iteration 15Q: 3 clusters Score -1738083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -1738114.500000 Penalty: 964.643433
	Iteration 16Q: 3 clusters Score -1738114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -1738144.875000 Penalty: 964.643433
	Iteration 17Q: 3 clusters Score -1738145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -1738167.875000 Penalty: 964.643433
	Iteration 18Q: 3 clusters Score -1738168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -1738179.375000 Penalty: 964.643433
	Iteration 19Q: 3 clusters Score -1738179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -1738190.875000 Penalty: 964.643433
	Iteration 20F: 3 clusters Score -1738191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -1738201.125000 Penalty: 964.643433
	Iteration 21Q: 3 clusters Score -1738201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -1738214.625000 Penalty: 964.643433
	Iteration 22Q: 3 clusters Score -1738215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -1738217.375000 Penalty: 964.643433
	Iteration 23Q: 3 clusters Score -1738217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -1738221.250000 Penalty: 964.643433
	Iteration 24Q: 3 clusters Score -1738221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -1738225.750000 Penalty: 964.643433
	Iteration 25Q: 3 clusters Score -1738226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -1738230.000000 Penalty: 964.643433
	Iteration 26Q: 3 clusters Score -1738230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -1738233.750000 Penalty: 964.643433
	Iteration 27Q: 3 clusters Score -1738234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -1738233.625000 Penalty: 964.643433
	Iteration 28Q: 3 clusters Score -1738234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1738239.875000 Penalty: 964.643433
	Iteration 29Q: 3 clusters Score -1738240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -1738241.250000 Penalty: 964.643433
	Iteration 30Q: 3 clusters Score -1738241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -1738243.375000 Penalty: 964.643433
	Iteration 31Q: 3 clusters Score -1738243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -1738243.875000 Penalty: 964.643433
	Iteration 32Q: 3 clusters Score -1738244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -1738245.375000 Penalty: 964.643433
	Iteration 33Q: 3 clusters Score -1738245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -1738245.125000 Penalty: 964.643433
	Iteration 34Q: 3 clusters Score -1738245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -1738246.750000 Penalty: 964.643433
	Iteration 35Q: 3 clusters Score -1738247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -1738246.125000 Penalty: 964.643433
	Iteration 36Q: 3 clusters Score -1738246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -1738247.500000 Penalty: 964.643433
	Iteration 37Q: 3 clusters Score -1738248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -1738247.625000 Penalty: 964.643433
	Iteration 38Q: 3 clusters Score -1738248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -1738247.625000 Penalty: 964.643433
	Iteration 39F: 3 clusters Score -1738248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Entering Unmasked Estep 
Score: -839594.875000 Penalty: 449.816986
	Iteration 0F: 2 clusters Score -839594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -826509.000000 Penalty: 899.633972
	Iteration 0F: 3 clusters Score -826509 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -832286.875000 Penalty: 899.633972
	Iteration 1F: 3 clusters Score -832286.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -832960.312500 Penalty: 899.633972
	Iteration 2F: 3 clusters Score -832960.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -833956.937500 Penalty: 899.633972
	Iteration 3F: 3 clusters Score -833956.9 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -835314.187500 Penalty: 899.633972
	Iteration 4F: 3 clusters Score -835314.2 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -836770.000000 Penalty: 899.633972
	Iteration 5F: 3 clusters Score -836770 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -837883.062500 Penalty: 899.633972
	Iteration 6F: 3 clusters Score -837883.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -838506.250000 Penalty: 899.633972
	Iteration 7Q: 3 clusters Score -838506.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -838795.250000 Penalty: 899.633972
	Iteration 8Q: 3 clusters Score -838795.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -838976.375000 Penalty: 899.633972
	Iteration 9Q: 3 clusters Score -838976.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -839089.750000 Penalty: 899.633972
	Iteration 10Q: 3 clusters Score -839089.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -839175.125000 Penalty: 899.633972
	Iteration 11Q: 3 clusters Score -839175.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -839259.125000 Penalty: 899.633972
	Iteration 12Q: 3 clusters Score -839259.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -839331.750000 Penalty: 899.633972
	Iteration 13Q: 3 clusters Score -839331.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -839394.937500 Penalty: 899.633972
	Iteration 14Q: 3 clusters Score -839394.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -839447.125000 Penalty: 899.633972
	Iteration 15Q: 3 clusters Score -839447.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -839478.312500 Penalty: 899.633972
	Iteration 16Q: 3 clusters Score -839478.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -839496.437500 Penalty: 899.633972
	Iteration 17Q: 3 clusters Score -839496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -839508.750000 Penalty: 899.633972
	Iteration 18Q: 3 clusters Score -839508.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -839514.375000 Penalty: 899.633972
	Iteration 19Q: 3 clusters Score -839514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -839520.750000 Penalty: 899.633972
	Iteration 20F: 3 clusters Score -839520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -839523.375000 Penalty: 899.633972
	Iteration 21Q: 3 clusters Score -839523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -839524.562500 Penalty: 899.633972
	Iteration 22Q: 3 clusters Score -839524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -839524.125000 Penalty: 899.633972
	Iteration 23Q: 3 clusters Score -839524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -839525.562500 Penalty: 899.633972
	Iteration 24Q: 3 clusters Score -839525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -839526.312500 Penalty: 899.633972
	Iteration 25Q: 3 clusters Score -839526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -839526.750000 Penalty: 899.633972
	Iteration 26Q: 3 clusters Score -839526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -839526.437500 Penalty: 899.633972
	Iteration 27Q: 3 clusters Score -839526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -839526.000000 Penalty: 899.633972
	Iteration 28Q: 3 clusters Score -839526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -839526.000000 Penalty: 899.633972
	Iteration 29F: 3 clusters Score -839526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (173523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173523 members 
Entering Unmasked Estep 
Score: -7644295.500000 Penalty: 548.914978
	Iteration 0F: 2 clusters Score -7644296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -7526444.500000 Penalty: 1097.829956
	Iteration 0F: 3 clusters Score -7526444 nChanged 85261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -7579793.500000 Penalty: 1097.829956
	Iteration 1F: 3 clusters Score -7579794 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -7583535.500000 Penalty: 1097.829956
	Iteration 2Q: 3 clusters Score -7583536 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -7589923.000000 Penalty: 1097.829956
	Iteration 3F: 3 clusters Score -7589923 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -7599371.000000 Penalty: 1097.829956
	Iteration 4F: 3 clusters Score -7599371 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -7609962.500000 Penalty: 1097.829956
	Iteration 5F: 3 clusters Score -7609962 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 130727 members 
Entering Unmasked Estep 
Score: -7617500.500000 Penalty: 1097.829956
	Iteration 6F: 3 clusters Score -7617500 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -7621137.500000 Penalty: 1097.829956
	Iteration 7Q: 3 clusters Score -7621138 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -7623333.000000 Penalty: 1097.829956
	Iteration 8Q: 3 clusters Score -7623333 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -7625326.500000 Penalty: 1097.829956
	Iteration 9Q: 3 clusters Score -7625326 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -7627543.500000 Penalty: 1097.829956
	Iteration 10Q: 3 clusters Score -7627544 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -7629870.000000 Penalty: 1097.829956
	Iteration 11Q: 3 clusters Score -7629870 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 156083 members 
Entering Unmasked Estep 
Score: -7632192.500000 Penalty: 1097.829956
	Iteration 12Q: 3 clusters Score -7632192 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -7634545.500000 Penalty: 1097.829956
	Iteration 13Q: 3 clusters Score -7634546 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -7636738.500000 Penalty: 1097.829956
	Iteration 14Q: 3 clusters Score -7636738 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -7638560.000000 Penalty: 1097.829956
	Iteration 15Q: 3 clusters Score -7638560 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -7640034.500000 Penalty: 1097.829956
	Iteration 16Q: 3 clusters Score -7640034 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -7641161.000000 Penalty: 1097.829956
	Iteration 17Q: 3 clusters Score -7641161 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -7642089.000000 Penalty: 1097.829956
	Iteration 18Q: 3 clusters Score -7642089 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 171421 members 
Entering Unmasked Estep 
Score: -7642715.000000 Penalty: 1097.829956
	Iteration 19Q: 3 clusters Score -7642715 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -7643156.500000 Penalty: 1097.829956
	Iteration 20F: 3 clusters Score -7643156 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -7643426.500000 Penalty: 1097.829956
	Iteration 21Q: 3 clusters Score -7643426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -7643599.500000 Penalty: 1097.829956
	Iteration 22Q: 3 clusters Score -7643600 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 172877 members 
Entering Unmasked Estep 
Score: -7643740.500000 Penalty: 1097.829956
	Iteration 23Q: 3 clusters Score -7643740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 172991 members 
Entering Unmasked Estep 
Score: -7643821.500000 Penalty: 1097.829956
	Iteration 24Q: 3 clusters Score -7643822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -7643871.500000 Penalty: 1097.829956
	Iteration 25Q: 3 clusters Score -7643872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173100 members 
Entering Unmasked Estep 
Score: -7643919.500000 Penalty: 1097.829956
	Iteration 26Q: 3 clusters Score -7643920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -7643955.500000 Penalty: 1097.829956
	Iteration 27Q: 3 clusters Score -7643956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -7643991.500000 Penalty: 1097.829956
	Iteration 28Q: 3 clusters Score -7643992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -7644014.500000 Penalty: 1097.829956
	Iteration 29Q: 3 clusters Score -7644014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 173151 members 
Entering Unmasked Estep 
Score: -7644023.000000 Penalty: 1097.829956
	Iteration 30Q: 3 clusters Score -7644023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -7644026.500000 Penalty: 1097.829956
	Iteration 31Q: 3 clusters Score -7644026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -7644027.500000 Penalty: 1097.829956
	Iteration 32Q: 3 clusters Score -7644028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -7644035.500000 Penalty: 1097.829956
	Iteration 33Q: 3 clusters Score -7644036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -7644034.500000 Penalty: 1097.829956
	Iteration 34Q: 3 clusters Score -7644034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -7644035.000000 Penalty: 1097.829956
	Iteration 35Q: 3 clusters Score -7644035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -7644041.500000 Penalty: 1097.829956
	Iteration 36F: 3 clusters Score -7644042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7644042.500000 Penalty: 1097.829956
	Iteration 37Q: 3 clusters Score -7644042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -7644046.000000 Penalty: 1097.829956
	Iteration 38Q: 3 clusters Score -7644046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -7644047.500000 Penalty: 1097.829956
	Iteration 39Q: 3 clusters Score -7644048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -7644048.500000 Penalty: 1097.829956
	Iteration 40F: 3 clusters Score -7644048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -7644048.500000 Penalty: 1097.829956
	Iteration 41Q: 3 clusters Score -7644048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -7644050.000000 Penalty: 1097.829956
	Iteration 42Q: 3 clusters Score -7644050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 173167 members 
Entering Unmasked Estep 
Score: -7644047.500000 Penalty: 1097.829956
	Iteration 43Q: 3 clusters Score -7644048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 173166 members 
Entering Unmasked Estep 
Score: -7644048.000000 Penalty: 1097.829956
	Iteration 44Q: 3 clusters Score -7644048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -7644049.000000 Penalty: 1097.829956
	Iteration 45Q: 3 clusters Score -7644049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7644047.500000 Penalty: 1097.829956
	Iteration 46Q: 3 clusters Score -7644048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -7644049.500000 Penalty: 1097.829956
	Iteration 47Q: 3 clusters Score -7644050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7644050.500000 Penalty: 1097.829956
	Iteration 48Q: 3 clusters Score -7644050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7644053.000000 Penalty: 1097.829956
	Iteration 49Q: 3 clusters Score -7644053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -7644053.000000 Penalty: 1097.829956
	Iteration 50F: 3 clusters Score -7644053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (279836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279836 members 
Entering Unmasked Estep 
Score: -12175780.000000 Penalty: 570.659119
	Iteration 0F: 2 clusters Score -1.217578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139853 members 
Mstep: Class 2 contains 139983 members 
Entering Unmasked Estep 
Score: -11984991.000000 Penalty: 1141.318237
	Iteration 0F: 3 clusters Score -1.198499e+07 nChanged 138413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 146182 members 
Entering Unmasked Estep 
Score: -12070432.000000 Penalty: 1141.318237
	Iteration 1F: 3 clusters Score -1.207043e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -12074252.000000 Penalty: 1141.318237
	Iteration 2Q: 3 clusters Score -1.207425e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -12079857.000000 Penalty: 1141.318237
	Iteration 3Q: 3 clusters Score -1.207986e+07 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -12088238.000000 Penalty: 1141.318237
	Iteration 4F: 3 clusters Score -1.208824e+07 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -12100562.000000 Penalty: 1141.318237
	Iteration 5F: 3 clusters Score -1.210056e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 185324 members 
Entering Unmasked Estep 
Score: -12117767.000000 Penalty: 1141.318237
	Iteration 6F: 3 clusters Score -1.211777e+07 nChanged 17930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 191520 members 
Entering Unmasked Estep 
Score: -12134930.000000 Penalty: 1141.318237
	Iteration 7F: 3 clusters Score -1.213493e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 194943 members 
Entering Unmasked Estep 
Score: -12145293.000000 Penalty: 1141.318237
	Iteration 8Q: 3 clusters Score -1.214529e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 197633 members 
Entering Unmasked Estep 
Score: -12152169.000000 Penalty: 1141.318237
	Iteration 9Q: 3 clusters Score -1.215217e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -12158710.000000 Penalty: 1141.318237
	Iteration 10Q: 3 clusters Score -1.215871e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 201955 members 
Entering Unmasked Estep 
Score: -12164803.000000 Penalty: 1141.318237
	Iteration 11Q: 3 clusters Score -1.21648e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 203419 members 
Entering Unmasked Estep 
Score: -12169131.000000 Penalty: 1141.318237
	Iteration 12Q: 3 clusters Score -1.216913e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 204448 members 
Entering Unmasked Estep 
Score: -12171700.000000 Penalty: 1141.318237
	Iteration 13Q: 3 clusters Score -1.21717e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 205374 members 
Entering Unmasked Estep 
Score: -12173306.000000 Penalty: 1141.318237
	Iteration 14Q: 3 clusters Score -1.217331e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 206222 members 
Entering Unmasked Estep 
Score: -12174096.000000 Penalty: 1141.318237
	Iteration 15Q: 3 clusters Score -1.21741e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 207007 members 
Entering Unmasked Estep 
Score: -12174393.000000 Penalty: 1141.318237
	Iteration 16Q: 3 clusters Score -1.217439e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 207796 members 
Entering Unmasked Estep 
Score: -12174619.000000 Penalty: 1141.318237
	Iteration 17Q: 3 clusters Score -1.217462e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 208548 members 
Entering Unmasked Estep 
Score: -12174751.000000 Penalty: 1141.318237
	Iteration 18Q: 3 clusters Score -1.217475e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -12174849.000000 Penalty: 1141.318237
	Iteration 19Q: 3 clusters Score -1.217485e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 209881 members 
Entering Unmasked Estep 
Score: -12174962.000000 Penalty: 1141.318237
	Iteration 20F: 3 clusters Score -1.217496e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -12174990.000000 Penalty: 1141.318237
	Iteration 21Q: 3 clusters Score -1.217499e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 211209 members 
Entering Unmasked Estep 
Score: -12175106.000000 Penalty: 1141.318237
	Iteration 22Q: 3 clusters Score -1.217511e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 211885 members 
Entering Unmasked Estep 
Score: -12175144.000000 Penalty: 1141.318237
	Iteration 23Q: 3 clusters Score -1.217514e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -12175226.000000 Penalty: 1141.318237
	Iteration 24Q: 3 clusters Score -1.217523e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 213175 members 
Entering Unmasked Estep 
Score: -12175352.000000 Penalty: 1141.318237
	Iteration 25Q: 3 clusters Score -1.217535e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 213774 members 
Entering Unmasked Estep 
Score: -12175356.000000 Penalty: 1141.318237
	Iteration 26Q: 3 clusters Score -1.217536e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 214334 members 
Entering Unmasked Estep 
Score: -12175410.000000 Penalty: 1141.318237
	Iteration 27Q: 3 clusters Score -1.217541e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 214869 members 
Entering Unmasked Estep 
Score: -12175431.000000 Penalty: 1141.318237
	Iteration 28Q: 3 clusters Score -1.217543e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 215375 members 
Entering Unmasked Estep 
Score: -12175499.000000 Penalty: 1141.318237
	Iteration 29Q: 3 clusters Score -1.21755e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 215868 members 
Entering Unmasked Estep 
Score: -12175529.000000 Penalty: 1141.318237
	Iteration 30Q: 3 clusters Score -1.217553e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 216414 members 
Entering Unmasked Estep 
Score: -12175556.000000 Penalty: 1141.318237
	Iteration 31Q: 3 clusters Score -1.217556e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 216962 members 
Entering Unmasked Estep 
Score: -12175561.000000 Penalty: 1141.318237
	Iteration 32Q: 3 clusters Score -1.217556e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 217527 members 
Entering Unmasked Estep 
Score: -12175611.000000 Penalty: 1141.318237
	Iteration 33Q: 3 clusters Score -1.217561e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 218100 members 
Entering Unmasked Estep 
Score: -12175684.000000 Penalty: 1141.318237
	Iteration 34Q: 3 clusters Score -1.217568e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 218651 members 
Entering Unmasked Estep 
Score: -12175684.000000 Penalty: 1141.318237
	Iteration 35Q: 3 clusters Score -1.217568e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 219184 members 
Entering Unmasked Estep 
Score: -12175711.000000 Penalty: 1141.318237
	Iteration 36Q: 3 clusters Score -1.217571e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 219753 members 
Entering Unmasked Estep 
Score: -12175804.000000 Penalty: 1141.318237
	Iteration 37Q: 3 clusters Score -1.21758e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 220298 members 
Entering Unmasked Estep 
Score: -12175833.000000 Penalty: 1141.318237
	Iteration 38Q: 3 clusters Score -1.217583e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 220874 members 
Entering Unmasked Estep 
Score: -12175889.000000 Penalty: 1141.318237
	Iteration 39Q: 3 clusters Score -1.217589e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 221398 members 
Entering Unmasked Estep 
Score: -12175953.000000 Penalty: 1141.318237
	Iteration 40F: 3 clusters Score -1.217595e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 221950 members 
Entering Unmasked Estep 
Score: -12175994.000000 Penalty: 1141.318237
	Iteration 41Q: 3 clusters Score -1.217599e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 222524 members 
Entering Unmasked Estep 
Score: -12176029.000000 Penalty: 1141.318237
	Iteration 42Q: 3 clusters Score -1.217603e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 223069 members 
Entering Unmasked Estep 
Score: -12176015.000000 Penalty: 1141.318237
	Iteration 43Q: 3 clusters Score -1.217602e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -12176068.000000 Penalty: 1141.318237
	Iteration 44Q: 3 clusters Score -1.217607e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 224139 members 
Entering Unmasked Estep 
Score: -12176097.000000 Penalty: 1141.318237
	Iteration 45Q: 3 clusters Score -1.21761e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -12176123.000000 Penalty: 1141.318237
	Iteration 46Q: 3 clusters Score -1.217612e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 225120 members 
Entering Unmasked Estep 
Score: -12176176.000000 Penalty: 1141.318237
	Iteration 47Q: 3 clusters Score -1.217618e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 225616 members 
Entering Unmasked Estep 
Score: -12176234.000000 Penalty: 1141.318237
	Iteration 48Q: 3 clusters Score -1.217623e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 226081 members 
Entering Unmasked Estep 
Score: -12176201.000000 Penalty: 1141.318237
	Iteration 49Q: 3 clusters Score -1.21762e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 226558 members 
Entering Unmasked Estep 
Score: -12176253.000000 Penalty: 1141.318237
	Iteration 50Q: 3 clusters Score -1.217625e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 227029 members 
Entering Unmasked Estep 
Score: -12176272.000000 Penalty: 1141.318237
	Iteration 51Q: 3 clusters Score -1.217627e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 227446 members 
Entering Unmasked Estep 
Score: -12176324.000000 Penalty: 1141.318237
	Iteration 52Q: 3 clusters Score -1.217632e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 227862 members 
Entering Unmasked Estep 
Score: -12176356.000000 Penalty: 1141.318237
	Iteration 53Q: 3 clusters Score -1.217636e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -12176382.000000 Penalty: 1141.318237
	Iteration 54Q: 3 clusters Score -1.217638e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 228652 members 
Entering Unmasked Estep 
Score: -12176397.000000 Penalty: 1141.318237
	Iteration 55Q: 3 clusters Score -1.21764e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 229050 members 
Entering Unmasked Estep 
Score: -12176424.000000 Penalty: 1141.318237
	Iteration 56Q: 3 clusters Score -1.217642e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 229450 members 
Entering Unmasked Estep 
Score: -12176473.000000 Penalty: 1141.318237
	Iteration 57Q: 3 clusters Score -1.217647e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 229808 members 
Entering Unmasked Estep 
Score: -12176464.000000 Penalty: 1141.318237
	Iteration 58Q: 3 clusters Score -1.217646e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 230154 members 
Entering Unmasked Estep 
Score: -12176519.000000 Penalty: 1141.318237
	Iteration 59Q: 3 clusters Score -1.217652e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 230495 members 
Entering Unmasked Estep 
Score: -12176535.000000 Penalty: 1141.318237
	Iteration 60F: 3 clusters Score -1.217654e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 230836 members 
Entering Unmasked Estep 
Score: -12176523.000000 Penalty: 1141.318237
	Iteration 61Q: 3 clusters Score -1.217652e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 231152 members 
Entering Unmasked Estep 
Score: -12176565.000000 Penalty: 1141.318237
	Iteration 62Q: 3 clusters Score -1.217656e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 231458 members 
Entering Unmasked Estep 
Score: -12176581.000000 Penalty: 1141.318237
	Iteration 63Q: 3 clusters Score -1.217658e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 231763 members 
Entering Unmasked Estep 
Score: -12176580.000000 Penalty: 1141.318237
	Iteration 64Q: 3 clusters Score -1.217658e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 232040 members 
Entering Unmasked Estep 
Score: -12176553.000000 Penalty: 1141.318237
	Iteration 65Q: 3 clusters Score -1.217655e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 232283 members 
Entering Unmasked Estep 
Score: -12176564.000000 Penalty: 1141.318237
	Iteration 66Q: 3 clusters Score -1.217656e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -12176581.000000 Penalty: 1141.318237
	Iteration 67Q: 3 clusters Score -1.217658e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 232830 members 
Entering Unmasked Estep 
Score: -12176623.000000 Penalty: 1141.318237
	Iteration 68Q: 3 clusters Score -1.217662e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 233095 members 
Entering Unmasked Estep 
Score: -12176638.000000 Penalty: 1141.318237
	Iteration 69Q: 3 clusters Score -1.217664e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 233326 members 
Entering Unmasked Estep 
Score: -12176638.000000 Penalty: 1141.318237
	Iteration 70Q: 3 clusters Score -1.217664e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 233527 members 
Entering Unmasked Estep 
Score: -12176631.000000 Penalty: 1141.318237
	Iteration 71Q: 3 clusters Score -1.217663e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 233744 members 
Entering Unmasked Estep 
Score: -12176673.000000 Penalty: 1141.318237
	Iteration 72Q: 3 clusters Score -1.217667e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 233945 members 
Entering Unmasked Estep 
Score: -12176676.000000 Penalty: 1141.318237
	Iteration 73Q: 3 clusters Score -1.217668e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 234126 members 
Entering Unmasked Estep 
Score: -12176679.000000 Penalty: 1141.318237
	Iteration 74Q: 3 clusters Score -1.217668e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 234292 members 
Entering Unmasked Estep 
Score: -12176664.000000 Penalty: 1141.318237
	Iteration 75Q: 3 clusters Score -1.217666e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 234447 members 
Entering Unmasked Estep 
Score: -12176671.000000 Penalty: 1141.318237
	Iteration 76Q: 3 clusters Score -1.217667e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 234604 members 
Entering Unmasked Estep 
Score: -12176690.000000 Penalty: 1141.318237
	Iteration 77Q: 3 clusters Score -1.217669e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 234764 members 
Entering Unmasked Estep 
Score: -12176685.000000 Penalty: 1141.318237
	Iteration 78Q: 3 clusters Score -1.217668e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 234948 members 
Entering Unmasked Estep 
Score: -12176699.000000 Penalty: 1141.318237
	Iteration 79Q: 3 clusters Score -1.21767e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 235145 members 
Entering Unmasked Estep 
Score: -12176691.000000 Penalty: 1141.318237
	Iteration 80F: 3 clusters Score -1.217669e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 235335 members 
Entering Unmasked Estep 
Score: -12176690.000000 Penalty: 1141.318237
	Iteration 81Q: 3 clusters Score -1.217669e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 235505 members 
Entering Unmasked Estep 
Score: -12176733.000000 Penalty: 1141.318237
	Iteration 82Q: 3 clusters Score -1.217673e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 235675 members 
Entering Unmasked Estep 
Score: -12176712.000000 Penalty: 1141.318237
	Iteration 83Q: 3 clusters Score -1.217671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 235838 members 
Entering Unmasked Estep 
Score: -12176701.000000 Penalty: 1141.318237
	Iteration 84Q: 3 clusters Score -1.21767e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 235980 members 
Entering Unmasked Estep 
Score: -12176711.000000 Penalty: 1141.318237
	Iteration 85Q: 3 clusters Score -1.217671e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 236144 members 
Entering Unmasked Estep 
Score: -12176710.000000 Penalty: 1141.318237
	Iteration 86Q: 3 clusters Score -1.217671e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 236330 members 
Entering Unmasked Estep 
Score: -12176744.000000 Penalty: 1141.318237
	Iteration 87Q: 3 clusters Score -1.217674e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 236516 members 
Entering Unmasked Estep 
Score: -12176713.000000 Penalty: 1141.318237
	Iteration 88Q: 3 clusters Score -1.217671e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 236682 members 
Entering Unmasked Estep 
Score: -12176735.000000 Penalty: 1141.318237
	Iteration 89Q: 3 clusters Score -1.217674e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 236844 members 
Entering Unmasked Estep 
Score: -12176760.000000 Penalty: 1141.318237
	Iteration 90Q: 3 clusters Score -1.217676e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 236980 members 
Entering Unmasked Estep 
Score: -12176789.000000 Penalty: 1141.318237
	Iteration 91Q: 3 clusters Score -1.217679e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 237121 members 
Entering Unmasked Estep 
Score: -12176751.000000 Penalty: 1141.318237
	Iteration 92Q: 3 clusters Score -1.217675e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 237267 members 
Entering Unmasked Estep 
Score: -12176795.000000 Penalty: 1141.318237
	Iteration 93Q: 3 clusters Score -1.21768e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 237429 members 
Entering Unmasked Estep 
Score: -12176808.000000 Penalty: 1141.318237
	Iteration 94Q: 3 clusters Score -1.217681e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 237599 members 
Entering Unmasked Estep 
Score: -12176797.000000 Penalty: 1141.318237
	Iteration 95Q: 3 clusters Score -1.21768e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 237800 members 
Entering Unmasked Estep 
Score: -12176807.000000 Penalty: 1141.318237
	Iteration 96Q: 3 clusters Score -1.217681e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 237985 members 
Entering Unmasked Estep 
Score: -12176854.000000 Penalty: 1141.318237
	Iteration 97Q: 3 clusters Score -1.217685e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 238157 members 
Entering Unmasked Estep 
Score: -12176854.000000 Penalty: 1141.318237
	Iteration 98Q: 3 clusters Score -1.217685e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 238298 members 
Entering Unmasked Estep 
Score: -12176840.000000 Penalty: 1141.318237
	Iteration 99Q: 3 clusters Score -1.217684e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 238469 members 
Entering Unmasked Estep 
Score: -12176857.000000 Penalty: 1141.318237
	Iteration 100F: 3 clusters Score -1.217686e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 238624 members 
Entering Unmasked Estep 
Score: -12176894.000000 Penalty: 1141.318237
	Iteration 101Q: 3 clusters Score -1.217689e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 238739 members 
Entering Unmasked Estep 
Score: -12176891.000000 Penalty: 1141.318237
	Iteration 102Q: 3 clusters Score -1.217689e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 238853 members 
Entering Unmasked Estep 
Score: -12176904.000000 Penalty: 1141.318237
	Iteration 103Q: 3 clusters Score -1.21769e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 238968 members 
Entering Unmasked Estep 
Score: -12176920.000000 Penalty: 1141.318237
	Iteration 104Q: 3 clusters Score -1.217692e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 239068 members 
Entering Unmasked Estep 
Score: -12176919.000000 Penalty: 1141.318237
	Iteration 105Q: 3 clusters Score -1.217692e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 239171 members 
Entering Unmasked Estep 
Score: -12176928.000000 Penalty: 1141.318237
	Iteration 106Q: 3 clusters Score -1.217693e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 239263 members 
Entering Unmasked Estep 
Score: -12176932.000000 Penalty: 1141.318237
	Iteration 107Q: 3 clusters Score -1.217693e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 239351 members 
Entering Unmasked Estep 
Score: -12176954.000000 Penalty: 1141.318237
	Iteration 108Q: 3 clusters Score -1.217695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 239444 members 
Entering Unmasked Estep 
Score: -12176954.000000 Penalty: 1141.318237
	Iteration 109Q: 3 clusters Score -1.217695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 239539 members 
Entering Unmasked Estep 
Score: -12176962.000000 Penalty: 1141.318237
	Iteration 110Q: 3 clusters Score -1.217696e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 239652 members 
Entering Unmasked Estep 
Score: -12176947.000000 Penalty: 1141.318237
	Iteration 111Q: 3 clusters Score -1.217695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 239747 members 
Entering Unmasked Estep 
Score: -12176936.000000 Penalty: 1141.318237
	Iteration 112Q: 3 clusters Score -1.217694e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 239836 members 
Entering Unmasked Estep 
Score: -12176910.000000 Penalty: 1141.318237
	Iteration 113Q: 3 clusters Score -1.217691e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 239912 members 
Entering Unmasked Estep 
Score: -12176905.000000 Penalty: 1141.318237
	Iteration 114Q: 3 clusters Score -1.21769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 239972 members 
Entering Unmasked Estep 
Score: -12176921.000000 Penalty: 1141.318237
	Iteration 115Q: 3 clusters Score -1.217692e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 240033 members 
Entering Unmasked Estep 
Score: -12176915.000000 Penalty: 1141.318237
	Iteration 116Q: 3 clusters Score -1.217692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 240078 members 
Entering Unmasked Estep 
Score: -12176921.000000 Penalty: 1141.318237
	Iteration 117Q: 3 clusters Score -1.217692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 240123 members 
Entering Unmasked Estep 
Score: -12176931.000000 Penalty: 1141.318237
	Iteration 118Q: 3 clusters Score -1.217693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 240170 members 
Entering Unmasked Estep 
Score: -12176921.000000 Penalty: 1141.318237
	Iteration 119Q: 3 clusters Score -1.217692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 240215 members 
Entering Unmasked Estep 
Score: -12176938.000000 Penalty: 1141.318237
	Iteration 120F: 3 clusters Score -1.217694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 240256 members 
Entering Unmasked Estep 
Score: -12176940.000000 Penalty: 1141.318237
	Iteration 121Q: 3 clusters Score -1.217694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 240295 members 
Entering Unmasked Estep 
Score: -12176938.000000 Penalty: 1141.318237
	Iteration 122Q: 3 clusters Score -1.217694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 240327 members 
Entering Unmasked Estep 
Score: -12176949.000000 Penalty: 1141.318237
	Iteration 123Q: 3 clusters Score -1.217695e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -12176955.000000 Penalty: 1141.318237
	Iteration 124Q: 3 clusters Score -1.217696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -12176975.000000 Penalty: 1141.318237
	Iteration 125Q: 3 clusters Score -1.217698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 240420 members 
Entering Unmasked Estep 
Score: -12176975.000000 Penalty: 1141.318237
	Iteration 126Q: 3 clusters Score -1.217698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 240444 members 
Entering Unmasked Estep 
Score: -12176977.000000 Penalty: 1141.318237
	Iteration 127Q: 3 clusters Score -1.217698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 240461 members 
Entering Unmasked Estep 
Score: -12176977.000000 Penalty: 1141.318237
	Iteration 128Q: 3 clusters Score -1.217698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 240467 members 
Entering Unmasked Estep 
Score: -12176967.000000 Penalty: 1141.318237
	Iteration 129Q: 3 clusters Score -1.217697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 240473 members 
Entering Unmasked Estep 
Score: -12176968.000000 Penalty: 1141.318237
	Iteration 130Q: 3 clusters Score -1.217697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 240480 members 
Entering Unmasked Estep 
Score: -12176969.000000 Penalty: 1141.318237
	Iteration 131Q: 3 clusters Score -1.217697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 240483 members 
Entering Unmasked Estep 
Score: -12176970.000000 Penalty: 1141.318237
	Iteration 132Q: 3 clusters Score -1.217697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 240487 members 
Entering Unmasked Estep 
Score: -12176967.000000 Penalty: 1141.318237
	Iteration 133Q: 3 clusters Score -1.217697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 240494 members 
Entering Unmasked Estep 
Score: -12176972.000000 Penalty: 1141.318237
	Iteration 134Q: 3 clusters Score -1.217697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 240499 members 
Entering Unmasked Estep 
Score: -12176983.000000 Penalty: 1141.318237
	Iteration 135Q: 3 clusters Score -1.217698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 240505 members 
Entering Unmasked Estep 
Score: -12176983.000000 Penalty: 1141.318237
	Iteration 136Q: 3 clusters Score -1.217698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 240512 members 
Entering Unmasked Estep 
Score: -12176980.000000 Penalty: 1141.318237
	Iteration 137Q: 3 clusters Score -1.217698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 240516 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 1141.318237
	Iteration 138Q: 3 clusters Score -1.217698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 240519 members 
Entering Unmasked Estep 
Score: -12176976.000000 Penalty: 1141.318237
	Iteration 139Q: 3 clusters Score -1.217698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 240523 members 
Entering Unmasked Estep 
Score: -12176984.000000 Penalty: 1141.318237
	Iteration 140F: 3 clusters Score -1.217698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 240526 members 
Entering Unmasked Estep 
Score: -12176977.000000 Penalty: 1141.318237
	Iteration 141Q: 3 clusters Score -1.217698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 240534 members 
Entering Unmasked Estep 
Score: -12176974.000000 Penalty: 1141.318237
	Iteration 142Q: 3 clusters Score -1.217697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 240543 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 1141.318237
	Iteration 143Q: 3 clusters Score -1.217698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 240545 members 
Entering Unmasked Estep 
Score: -12176978.000000 Penalty: 1141.318237
	Iteration 144Q: 3 clusters Score -1.217698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 240544 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 1141.318237
	Iteration 145Q: 3 clusters Score -1.217698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 240544 members 
Entering Unmasked Estep 
Score: -12176979.000000 Penalty: 1141.318237
	Iteration 146F: 3 clusters Score -1.217698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 240544 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
Score: -46930004.000000 Penalty: 9503.934570
Splitting cluster 14 changes total score from -46928320.000000 to -46930004.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -70361.648438 Penalty: 338.660065
	Iteration 0F: 2 clusters Score -70361.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -69089.171875 Penalty: 677.320129
	Iteration 0F: 3 clusters Score -69089.17 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -69526.367188 Penalty: 677.320129
	Iteration 1F: 3 clusters Score -69526.37 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -69629.648438 Penalty: 677.320129
	Iteration 2F: 3 clusters Score -69629.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69721.515625 Penalty: 677.320129
	Iteration 3F: 3 clusters Score -69721.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69820.015625 Penalty: 677.320129
	Iteration 4F: 3 clusters Score -69820.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69915.734375 Penalty: 677.320129
	Iteration 5F: 3 clusters Score -69915.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69991.890625 Penalty: 677.320129
	Iteration 6F: 3 clusters Score -69991.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70052.937500 Penalty: 677.320129
	Iteration 7Q: 3 clusters Score -70052.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70095.554688 Penalty: 677.320129
	Iteration 8Q: 3 clusters Score -70095.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70120.562500 Penalty: 677.320129
	Iteration 9Q: 3 clusters Score -70120.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70145.531250 Penalty: 677.320129
	Iteration 10Q: 3 clusters Score -70145.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70167.007812 Penalty: 677.320129
	Iteration 11Q: 3 clusters Score -70167.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70179.812500 Penalty: 677.320129
	Iteration 12Q: 3 clusters Score -70179.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70185.351562 Penalty: 677.320129
	Iteration 13Q: 3 clusters Score -70185.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70189.062500 Penalty: 677.320129
	Iteration 14Q: 3 clusters Score -70189.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70189.210938 Penalty: 677.320129
	Iteration 15Q: 3 clusters Score -70189.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70189.445312 Penalty: 677.320129
	Iteration 16Q: 3 clusters Score -70189.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70190.085938 Penalty: 677.320129
	Iteration 17Q: 3 clusters Score -70190.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70190.234375 Penalty: 677.320129
	Iteration 18Q: 3 clusters Score -70190.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70190.617188 Penalty: 677.320129
	Iteration 19Q: 3 clusters Score -70190.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70190.789062 Penalty: 677.320129
	Iteration 20F: 3 clusters Score -70190.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Entering Unmasked Estep 
Score: -339170.750000 Penalty: 408.997009
	Iteration 0F: 2 clusters Score -339170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -333758.000000 Penalty: 817.994019
	Iteration 0F: 3 clusters Score -333758 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -336372.468750 Penalty: 817.994019
	Iteration 1F: 3 clusters Score -336372.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -337209.906250 Penalty: 817.994019
	Iteration 2F: 3 clusters Score -337209.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -338076.656250 Penalty: 817.994019
	Iteration 3F: 3 clusters Score -338076.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -338790.156250 Penalty: 817.994019
	Iteration 4F: 3 clusters Score -338790.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -339262.500000 Penalty: 817.994019
	Iteration 5F: 3 clusters Score -339262.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -339586.218750 Penalty: 817.994019
	Iteration 6F: 3 clusters Score -339586.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -339738.125000 Penalty: 817.994019
	Iteration 7Q: 3 clusters Score -339738.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -339821.031250 Penalty: 817.994019
	Iteration 8Q: 3 clusters Score -339821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -339865.093750 Penalty: 817.994019
	Iteration 9Q: 3 clusters Score -339865.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -339887.468750 Penalty: 817.994019
	Iteration 10Q: 3 clusters Score -339887.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -339897.968750 Penalty: 817.994019
	Iteration 11Q: 3 clusters Score -339898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -339905.562500 Penalty: 817.994019
	Iteration 12Q: 3 clusters Score -339905.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -339908.968750 Penalty: 817.994019
	Iteration 13Q: 3 clusters Score -339909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -339911.625000 Penalty: 817.994019
	Iteration 14Q: 3 clusters Score -339911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -339914.093750 Penalty: 817.994019
	Iteration 15Q: 3 clusters Score -339914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -339914.812500 Penalty: 817.994019
	Iteration 16Q: 3 clusters Score -339914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -339914.843750 Penalty: 817.994019
	Iteration 17Q: 3 clusters Score -339914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -339915.218750 Penalty: 817.994019
	Iteration 18Q: 3 clusters Score -339915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -339916.000000 Penalty: 817.994019
	Iteration 19Q: 3 clusters Score -339916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -339916.562500 Penalty: 817.994019
	Iteration 20F: 3 clusters Score -339916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -339917.468750 Penalty: 817.994019
	Iteration 21Q: 3 clusters Score -339917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -339917.593750 Penalty: 817.994019
	Iteration 22Q: 3 clusters Score -339917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -339918.218750 Penalty: 817.994019
	Iteration 23Q: 3 clusters Score -339918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -339918.093750 Penalty: 817.994019
	Iteration 24Q: 3 clusters Score -339918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -339917.437500 Penalty: 817.994019
	Iteration 25Q: 3 clusters Score -339917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -339917.843750 Penalty: 817.994019
	Iteration 26Q: 3 clusters Score -339917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -339918.531250 Penalty: 817.994019
	Iteration 27Q: 3 clusters Score -339918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -339919.187500 Penalty: 817.994019
	Iteration 28Q: 3 clusters Score -339919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -339919.906250 Penalty: 817.994019
	Iteration 29Q: 3 clusters Score -339919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -339919.875000 Penalty: 817.994019
	Iteration 30Q: 3 clusters Score -339919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -339919.906250 Penalty: 817.994019
	Iteration 31Q: 3 clusters Score -339919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -339921.562500 Penalty: 817.994019
	Iteration 32Q: 3 clusters Score -339921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -339921.843750 Penalty: 817.994019
	Iteration 33Q: 3 clusters Score -339921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -339921.812500 Penalty: 817.994019
	Iteration 34Q: 3 clusters Score -339921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -339922.531250 Penalty: 817.994019
	Iteration 35Q: 3 clusters Score -339922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -339923.062500 Penalty: 817.994019
	Iteration 36Q: 3 clusters Score -339923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -339923.000000 Penalty: 817.994019
	Iteration 37Q: 3 clusters Score -339923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -339923.031250 Penalty: 817.994019
	Iteration 38Q: 3 clusters Score -339923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -339922.875000 Penalty: 817.994019
	Iteration 39Q: 3 clusters Score -339922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -339923.593750 Penalty: 817.994019
	Iteration 40F: 3 clusters Score -339923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -339923.281250 Penalty: 817.994019
	Iteration 41Q: 3 clusters Score -339923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -339922.906250 Penalty: 817.994019
	Iteration 42Q: 3 clusters Score -339922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -339923.500000 Penalty: 817.994019
	Iteration 43Q: 3 clusters Score -339923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -339923.656250 Penalty: 817.994019
	Iteration 44Q: 3 clusters Score -339923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -339924.031250 Penalty: 817.994019
	Iteration 45Q: 3 clusters Score -339924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -339924.625000 Penalty: 817.994019
	Iteration 46Q: 3 clusters Score -339924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -339924.500000 Penalty: 817.994019
	Iteration 47Q: 3 clusters Score -339924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -339924.937500 Penalty: 817.994019
	Iteration 48Q: 3 clusters Score -339924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -339925.218750 Penalty: 817.994019
	Iteration 49Q: 3 clusters Score -339925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -339925.281250 Penalty: 817.994019
	Iteration 50Q: 3 clusters Score -339925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -339925.093750 Penalty: 817.994019
	Iteration 51Q: 3 clusters Score -339925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -339925.406250 Penalty: 817.994019
	Iteration 52Q: 3 clusters Score -339925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -339925.500000 Penalty: 817.994019
	Iteration 53Q: 3 clusters Score -339925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -339926.812500 Penalty: 817.994019
	Iteration 54Q: 3 clusters Score -339926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -339926.718750 Penalty: 817.994019
	Iteration 55Q: 3 clusters Score -339926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -339927.000000 Penalty: 817.994019
	Iteration 56Q: 3 clusters Score -339927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -339927.656250 Penalty: 817.994019
	Iteration 57Q: 3 clusters Score -339927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -339929.031250 Penalty: 817.994019
	Iteration 58Q: 3 clusters Score -339929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -339929.250000 Penalty: 817.994019
	Iteration 59Q: 3 clusters Score -339929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -339929.031250 Penalty: 817.994019
	Iteration 60F: 3 clusters Score -339929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -339928.843750 Penalty: 817.994019
	Iteration 61Q: 3 clusters Score -339928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -339928.875000 Penalty: 817.994019
	Iteration 62Q: 3 clusters Score -339928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -339928.468750 Penalty: 817.994019
	Iteration 63Q: 3 clusters Score -339928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -339928.718750 Penalty: 817.994019
	Iteration 64Q: 3 clusters Score -339928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -339928.875000 Penalty: 817.994019
	Iteration 65Q: 3 clusters Score -339928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -339928.468750 Penalty: 817.994019
	Iteration 66Q: 3 clusters Score -339928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -339928.468750 Penalty: 817.994019
	Iteration 67F: 3 clusters Score -339928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 240544 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
Score: -46930436.000000 Penalty: 10137.530273
Splitting cluster 19 changes total score from -46928320.000000 to -46930436.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 21 (39892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Entering Unmasked Estep 
Score: -1624019.875000 Penalty: 482.023865
	Iteration 0F: 2 clusters Score -1624020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1597229.875000 Penalty: 964.047729
	Iteration 0F: 3 clusters Score -1597230 nChanged 19378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1609036.750000 Penalty: 964.047729
	Iteration 1F: 3 clusters Score -1609037 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1610080.875000 Penalty: 964.047729
	Iteration 2F: 3 clusters Score -1610081 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1611665.625000 Penalty: 964.047729
	Iteration 3F: 3 clusters Score -1611666 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1613802.250000 Penalty: 964.047729
	Iteration 4F: 3 clusters Score -1613802 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1616425.875000 Penalty: 964.047729
	Iteration 5F: 3 clusters Score -1616426 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1619294.875000 Penalty: 964.047729
	Iteration 6F: 3 clusters Score -1619295 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1621510.625000 Penalty: 964.047729
	Iteration 7Q: 3 clusters Score -1621511 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1622414.625000 Penalty: 964.047729
	Iteration 8Q: 3 clusters Score -1622415 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1622865.625000 Penalty: 964.047729
	Iteration 9Q: 3 clusters Score -1622866 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1623136.625000 Penalty: 964.047729
	Iteration 10Q: 3 clusters Score -1623137 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1623323.375000 Penalty: 964.047729
	Iteration 11Q: 3 clusters Score -1623323 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1623445.250000 Penalty: 964.047729
	Iteration 12Q: 3 clusters Score -1623445 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1623546.375000 Penalty: 964.047729
	Iteration 13Q: 3 clusters Score -1623546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1623620.375000 Penalty: 964.047729
	Iteration 14Q: 3 clusters Score -1623620 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1623662.625000 Penalty: 964.047729
	Iteration 15Q: 3 clusters Score -1623663 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1623710.750000 Penalty: 964.047729
	Iteration 16Q: 3 clusters Score -1623711 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1623748.625000 Penalty: 964.047729
	Iteration 17Q: 3 clusters Score -1623749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1623779.750000 Penalty: 964.047729
	Iteration 18Q: 3 clusters Score -1623780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1623817.625000 Penalty: 964.047729
	Iteration 19Q: 3 clusters Score -1623818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1623856.000000 Penalty: 964.047729
	Iteration 20F: 3 clusters Score -1623856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1623902.625000 Penalty: 964.047729
	Iteration 21Q: 3 clusters Score -1623903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1623952.375000 Penalty: 964.047729
	Iteration 22Q: 3 clusters Score -1623952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1624001.375000 Penalty: 964.047729
	Iteration 23Q: 3 clusters Score -1624001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1624033.875000 Penalty: 964.047729
	Iteration 24Q: 3 clusters Score -1624034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1624072.875000 Penalty: 964.047729
	Iteration 25Q: 3 clusters Score -1624073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1624114.250000 Penalty: 964.047729
	Iteration 26Q: 3 clusters Score -1624114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1624175.750000 Penalty: 964.047729
	Iteration 27Q: 3 clusters Score -1624176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1624254.125000 Penalty: 964.047729
	Iteration 28Q: 3 clusters Score -1624254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1624361.500000 Penalty: 964.047729
	Iteration 29Q: 3 clusters Score -1624362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1624514.000000 Penalty: 964.047729
	Iteration 30Q: 3 clusters Score -1624514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1624670.625000 Penalty: 964.047729
	Iteration 31Q: 3 clusters Score -1624671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1624732.250000 Penalty: 964.047729
	Iteration 32Q: 3 clusters Score -1624732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1624764.875000 Penalty: 964.047729
	Iteration 33Q: 3 clusters Score -1624765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1624773.500000 Penalty: 964.047729
	Iteration 34Q: 3 clusters Score -1624774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1624777.750000 Penalty: 964.047729
	Iteration 35Q: 3 clusters Score -1624778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1624783.875000 Penalty: 964.047729
	Iteration 36Q: 3 clusters Score -1624784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1624783.250000 Penalty: 964.047729
	Iteration 37Q: 3 clusters Score -1624783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1624784.250000 Penalty: 964.047729
	Iteration 38Q: 3 clusters Score -1624784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1624787.000000 Penalty: 964.047729
	Iteration 39Q: 3 clusters Score -1624787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1624808.250000 Penalty: 964.047729
	Iteration 40F: 3 clusters Score -1624808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1624812.875000 Penalty: 964.047729
	Iteration 41Q: 3 clusters Score -1624813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1624815.375000 Penalty: 964.047729
	Iteration 42Q: 3 clusters Score -1624815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1624816.500000 Penalty: 964.047729
	Iteration 43Q: 3 clusters Score -1624816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1624814.250000 Penalty: 964.047729
	Iteration 44Q: 3 clusters Score -1624814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1624816.125000 Penalty: 964.047729
	Iteration 45Q: 3 clusters Score -1624816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1624818.750000 Penalty: 964.047729
	Iteration 46Q: 3 clusters Score -1624819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1624821.000000 Penalty: 964.047729
	Iteration 47Q: 3 clusters Score -1624821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1624820.625000 Penalty: 964.047729
	Iteration 48Q: 3 clusters Score -1624821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1624820.875000 Penalty: 964.047729
	Iteration 49Q: 3 clusters Score -1624821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1624819.750000 Penalty: 964.047729
	Iteration 50Q: 3 clusters Score -1624820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1624819.375000 Penalty: 964.047729
	Iteration 51Q: 3 clusters Score -1624819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1624819.375000 Penalty: 964.047729
	Iteration 52F: 3 clusters Score -1624819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 240544 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 38398 members 
Entering Unmasked Estep 
Score: -46931172.000000 Penalty: 10771.125977
Splitting cluster 21 changes total score from -46928320.000000 to -46931172.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 52874 members 
Mstep: Class 4 contains 160242 members 
Mstep: Class 5 contains 25353 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 40154 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 173523 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 21 contains 38398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46934180.000000 Penalty: 10771.125977
Iteration 79Q: 18 clusters Score -4.693418e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 53378 members 
Mstep: Class 4 contains 158292 members 
Mstep: Class 5 contains 25460 members 
Mstep: Class 6 contains 310694 members 
Mstep: Class 7 contains 39813 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 238999 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 19720 members 
Mstep: Class 12 contains 175921 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 39689 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 21 contains 38350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936700.000000 Penalty: 10771.125977
Iteration 80F: 18 clusters Score -4.69367e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 53935 members 
Mstep: Class 4 contains 155704 members 
Mstep: Class 5 contains 25568 members 
Mstep: Class 6 contains 309406 members 
Mstep: Class 7 contains 39356 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 9 contains 238668 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 178176 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 40112 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 21 contains 38316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938948.000000 Penalty: 10771.125977
Iteration 81Q: 18 clusters Score -4.693895e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 54521 members 
Mstep: Class 4 contains 153512 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 308124 members 
Mstep: Class 7 contains 38942 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 238103 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 19597 members 
Mstep: Class 12 contains 180207 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 40562 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 21 contains 38378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940800.000000 Penalty: 10771.125977
Iteration 82Q: 18 clusters Score -4.69408e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 55165 members 
Mstep: Class 4 contains 151436 members 
Mstep: Class 5 contains 25820 members 
Mstep: Class 6 contains 306930 members 
Mstep: Class 7 contains 38537 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 237513 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 19552 members 
Mstep: Class 12 contains 182028 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 41034 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 21 contains 38481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941668.000000 Penalty: 10771.125977
Iteration 83Q: 18 clusters Score -4.694167e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 55822 members 
Mstep: Class 4 contains 149381 members 
Mstep: Class 5 contains 25939 members 
Mstep: Class 6 contains 305812 members 
Mstep: Class 7 contains 38139 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 236960 members 
Mstep: Class 10 contains 6912 members 
Mstep: Class 11 contains 19526 members 
Mstep: Class 12 contains 183781 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 41514 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 21 contains 38613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942368.000000 Penalty: 10771.125977
Iteration 84Q: 18 clusters Score -4.694237e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 147279 members 
Mstep: Class 5 contains 26063 members 
Mstep: Class 6 contains 304900 members 
Mstep: Class 7 contains 37754 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 236448 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 185467 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 42018 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 21 contains 38724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942936.000000 Penalty: 10771.125977
Iteration 85Q: 18 clusters Score -4.694294e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 57137 members 
Mstep: Class 4 contains 145314 members 
Mstep: Class 5 contains 26190 members 
Mstep: Class 6 contains 304084 members 
Mstep: Class 7 contains 37375 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 236004 members 
Mstep: Class 10 contains 7159 members 
Mstep: Class 11 contains 19578 members 
Mstep: Class 12 contains 186991 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 21 contains 38812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943292.000000 Penalty: 10771.125977
Iteration 86Q: 18 clusters Score -4.694329e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 57866 members 
Mstep: Class 4 contains 143527 members 
Mstep: Class 5 contains 26319 members 
Mstep: Class 6 contains 303196 members 
Mstep: Class 7 contains 36991 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 235560 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 19623 members 
Mstep: Class 12 contains 188513 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 14 contains 42957 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 21 contains 38891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943576.000000 Penalty: 10771.125977
Iteration 87Q: 18 clusters Score -4.694358e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 58574 members 
Mstep: Class 4 contains 141799 members 
Mstep: Class 5 contains 26442 members 
Mstep: Class 6 contains 302332 members 
Mstep: Class 7 contains 36636 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 235179 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 19663 members 
Mstep: Class 12 contains 190019 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 43400 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 21 contains 38976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944044.000000 Penalty: 10771.125977
Iteration 88Q: 18 clusters Score -4.694404e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 59310 members 
Mstep: Class 4 contains 140250 members 
Mstep: Class 5 contains 26575 members 
Mstep: Class 6 contains 301461 members 
Mstep: Class 7 contains 36271 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 9 contains 234781 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 19693 members 
Mstep: Class 12 contains 191468 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 43852 members 
Mstep: Class 16 contains 1233 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 21 contains 39034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944384.000000 Penalty: 10771.125977
Iteration 89Q: 18 clusters Score -4.694438e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 60121 members 
Mstep: Class 4 contains 138737 members 
Mstep: Class 5 contains 26688 members 
Mstep: Class 6 contains 300688 members 
Mstep: Class 7 contains 35931 members 
Mstep: Class 8 contains 1224 members 
Mstep: Class 9 contains 234417 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 19730 members 
Mstep: Class 12 contains 192767 members 
Mstep: Class 13 contains 6340 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 21 contains 39093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944796.000000 Penalty: 10771.125977
Iteration 90Q: 18 clusters Score -4.69448e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 60943 members 
Mstep: Class 4 contains 137181 members 
Mstep: Class 5 contains 26799 members 
Mstep: Class 6 contains 300015 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 234086 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 193998 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 44726 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 21 contains 39163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944940.000000 Penalty: 10771.125977
Iteration 91Q: 18 clusters Score -4.694494e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 61744 members 
Mstep: Class 4 contains 135711 members 
Mstep: Class 5 contains 26915 members 
Mstep: Class 6 contains 299307 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 233747 members 
Mstep: Class 10 contains 7738 members 
Mstep: Class 11 contains 19804 members 
Mstep: Class 12 contains 195212 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 45149 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 21 contains 39221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945320.000000 Penalty: 10771.125977
Iteration 92Q: 18 clusters Score -4.694532e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 62618 members 
Mstep: Class 4 contains 134340 members 
Mstep: Class 5 contains 27034 members 
Mstep: Class 6 contains 298583 members 
Mstep: Class 7 contains 34959 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 233317 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 19849 members 
Mstep: Class 12 contains 196375 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 16 contains 1156 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 21 contains 39262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945508.000000 Penalty: 10771.125977
Iteration 93Q: 18 clusters Score -4.694551e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 63505 members 
Mstep: Class 4 contains 132917 members 
Mstep: Class 5 contains 27143 members 
Mstep: Class 6 contains 297899 members 
Mstep: Class 7 contains 34646 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 232983 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 19905 members 
Mstep: Class 12 contains 197484 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 46003 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 21 contains 39278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945968.000000 Penalty: 10771.125977
Iteration 94Q: 18 clusters Score -4.694597e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 64472 members 
Mstep: Class 4 contains 131507 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 297170 members 
Mstep: Class 7 contains 34353 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 232711 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 19963 members 
Mstep: Class 12 contains 198505 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 46380 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 21 contains 39298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946208.000000 Penalty: 10771.125977
Iteration 95Q: 18 clusters Score -4.694621e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 65410 members 
Mstep: Class 4 contains 130080 members 
Mstep: Class 5 contains 27428 members 
Mstep: Class 6 contains 296523 members 
Mstep: Class 7 contains 34105 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 232461 members 
Mstep: Class 10 contains 8030 members 
Mstep: Class 11 contains 20024 members 
Mstep: Class 12 contains 199483 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 46722 members 
Mstep: Class 16 contains 1101 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 21 contains 39319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946552.000000 Penalty: 10771.125977
Iteration 96Q: 18 clusters Score -4.694655e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 66324 members 
Mstep: Class 4 contains 128633 members 
Mstep: Class 5 contains 27578 members 
Mstep: Class 6 contains 295923 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 232215 members 
Mstep: Class 10 contains 8085 members 
Mstep: Class 11 contains 20098 members 
Mstep: Class 12 contains 200434 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 47051 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 21 contains 39339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947132.000000 Penalty: 10771.125977
Iteration 97Q: 18 clusters Score -4.694713e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 67227 members 
Mstep: Class 4 contains 127299 members 
Mstep: Class 5 contains 27739 members 
Mstep: Class 6 contains 295268 members 
Mstep: Class 7 contains 33621 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 231953 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 20159 members 
Mstep: Class 12 contains 201371 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 47394 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 21 contains 39355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947464.000000 Penalty: 10771.125977
Iteration 98Q: 18 clusters Score -4.694746e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 68114 members 
Mstep: Class 4 contains 126073 members 
Mstep: Class 5 contains 27903 members 
Mstep: Class 6 contains 294645 members 
Mstep: Class 7 contains 33387 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 231651 members 
Mstep: Class 10 contains 8194 members 
Mstep: Class 11 contains 20211 members 
Mstep: Class 12 contains 202256 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 47716 members 
Mstep: Class 16 contains 1042 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 21 contains 39366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947812.000000 Penalty: 10771.125977
Iteration 99Q: 18 clusters Score -4.694781e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 68966 members 
Mstep: Class 4 contains 124853 members 
Mstep: Class 5 contains 28095 members 
Mstep: Class 6 contains 294036 members 
Mstep: Class 7 contains 33165 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 231367 members 
Mstep: Class 10 contains 8234 members 
Mstep: Class 11 contains 20252 members 
Mstep: Class 12 contains 203161 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 48023 members 
Mstep: Class 16 contains 1023 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 21 contains 39369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947732.000000 Penalty: 10771.125977
Iteration 100F: 18 clusters Score -4.694773e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 69841 members 
Mstep: Class 4 contains 123613 members 
Mstep: Class 5 contains 28267 members 
Mstep: Class 6 contains 293407 members 
Mstep: Class 7 contains 32958 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 231171 members 
Mstep: Class 10 contains 8274 members 
Mstep: Class 11 contains 20273 members 
Mstep: Class 12 contains 203988 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 48307 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 21 contains 39363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948008.000000 Penalty: 10771.125977
Iteration 101Q: 18 clusters Score -4.694801e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 70711 members 
Mstep: Class 4 contains 122491 members 
Mstep: Class 5 contains 28432 members 
Mstep: Class 6 contains 292752 members 
Mstep: Class 7 contains 32742 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 230901 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 20294 members 
Mstep: Class 12 contains 204774 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 48603 members 
Mstep: Class 16 contains 993 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 21 contains 39382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947952.000000 Penalty: 10771.125977
Iteration 102Q: 18 clusters Score -4.694795e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 71576 members 
Mstep: Class 4 contains 121410 members 
Mstep: Class 5 contains 28601 members 
Mstep: Class 6 contains 292083 members 
Mstep: Class 7 contains 32532 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 230615 members 
Mstep: Class 10 contains 8352 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 205547 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 48917 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 21 contains 39404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948312.000000 Penalty: 10771.125977
Iteration 103Q: 18 clusters Score -4.694831e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 72459 members 
Mstep: Class 4 contains 120330 members 
Mstep: Class 5 contains 28767 members 
Mstep: Class 6 contains 291432 members 
Mstep: Class 7 contains 32337 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 230332 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 20365 members 
Mstep: Class 12 contains 206289 members 
Mstep: Class 13 contains 7026 members 
Mstep: Class 14 contains 49239 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 21 contains 39428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948788.000000 Penalty: 10771.125977
Iteration 104Q: 18 clusters Score -4.694879e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 73297 members 
Mstep: Class 4 contains 119080 members 
Mstep: Class 5 contains 28932 members 
Mstep: Class 6 contains 290854 members 
Mstep: Class 7 contains 32149 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 230151 members 
Mstep: Class 10 contains 8408 members 
Mstep: Class 11 contains 20403 members 
Mstep: Class 12 contains 207043 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 49541 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 21 contains 39473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948960.000000 Penalty: 10771.125977
Iteration 105Q: 18 clusters Score -4.694896e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 74122 members 
Mstep: Class 4 contains 117843 members 
Mstep: Class 5 contains 29096 members 
Mstep: Class 6 contains 290215 members 
Mstep: Class 7 contains 31942 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 229988 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 20423 members 
Mstep: Class 12 contains 207866 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 49860 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 21 contains 39512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948916.000000 Penalty: 10771.125977
Iteration 106Q: 18 clusters Score -4.694892e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 74945 members 
Mstep: Class 4 contains 116650 members 
Mstep: Class 5 contains 29267 members 
Mstep: Class 6 contains 289654 members 
Mstep: Class 7 contains 31733 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 229734 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 20459 members 
Mstep: Class 12 contains 208662 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 50191 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 21 contains 39527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949116.000000 Penalty: 10771.125977
Iteration 107Q: 18 clusters Score -4.694912e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 75776 members 
Mstep: Class 4 contains 115621 members 
Mstep: Class 5 contains 29427 members 
Mstep: Class 6 contains 289048 members 
Mstep: Class 7 contains 31535 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 229376 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 209442 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 50500 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 21 contains 39553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949448.000000 Penalty: 10771.125977
Iteration 108Q: 18 clusters Score -4.694945e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 76697 members 
Mstep: Class 4 contains 114595 members 
Mstep: Class 5 contains 29572 members 
Mstep: Class 6 contains 288505 members 
Mstep: Class 7 contains 31329 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 229048 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 20542 members 
Mstep: Class 12 contains 210025 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 50821 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 21 contains 39591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949260.000000 Penalty: 10771.125977
Iteration 109Q: 18 clusters Score -4.694926e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 77591 members 
Mstep: Class 4 contains 113626 members 
Mstep: Class 5 contains 29722 members 
Mstep: Class 6 contains 287954 members 
Mstep: Class 7 contains 31140 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 228719 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 210605 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 14 contains 51125 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 21 contains 39632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949236.000000 Penalty: 10771.125977
Iteration 110Q: 18 clusters Score -4.694924e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 78398 members 
Mstep: Class 4 contains 112601 members 
Mstep: Class 5 contains 29892 members 
Mstep: Class 6 contains 287320 members 
Mstep: Class 7 contains 30959 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 228413 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 211386 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 51436 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 21 contains 39655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949232.000000 Penalty: 10771.125977
Iteration 111Q: 18 clusters Score -4.694923e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 79147 members 
Mstep: Class 4 contains 111573 members 
Mstep: Class 5 contains 30070 members 
Mstep: Class 6 contains 286660 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 228113 members 
Mstep: Class 10 contains 8564 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 212245 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 51731 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 21 contains 39678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949068.000000 Penalty: 10771.125977
Iteration 112Q: 18 clusters Score -4.694907e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 79861 members 
Mstep: Class 4 contains 110563 members 
Mstep: Class 5 contains 30270 members 
Mstep: Class 6 contains 285936 members 
Mstep: Class 7 contains 30625 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 227858 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 213158 members 
Mstep: Class 13 contains 7409 members 
Mstep: Class 14 contains 51994 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 21 contains 39693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949060.000000 Penalty: 10771.125977
Iteration 113Q: 18 clusters Score -4.694906e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 80606 members 
Mstep: Class 4 contains 109565 members 
Mstep: Class 5 contains 30451 members 
Mstep: Class 6 contains 285286 members 
Mstep: Class 7 contains 30447 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 227579 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 214026 members 
Mstep: Class 13 contains 7447 members 
Mstep: Class 14 contains 52244 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 21 contains 39690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949208.000000 Penalty: 10771.125977
Iteration 114Q: 18 clusters Score -4.694921e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 81353 members 
Mstep: Class 4 contains 108463 members 
Mstep: Class 5 contains 30619 members 
Mstep: Class 6 contains 284789 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 227335 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 20555 members 
Mstep: Class 12 contains 214803 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 52499 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 21 contains 39690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949476.000000 Penalty: 10771.125977
Iteration 115Q: 18 clusters Score -4.694948e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 3 contains 82080 members 
Mstep: Class 4 contains 107422 members 
Mstep: Class 5 contains 30787 members 
Mstep: Class 6 contains 284161 members 
Mstep: Class 7 contains 30133 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 227101 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 20540 members 
Mstep: Class 12 contains 215679 members 
Mstep: Class 13 contains 7508 members 
Mstep: Class 14 contains 52748 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 21 contains 39697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949056.000000 Penalty: 10771.125977
Iteration 116Q: 18 clusters Score -4.694906e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 82822 members 
Mstep: Class 4 contains 106389 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 283533 members 
Mstep: Class 7 contains 29956 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 226881 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 20530 members 
Mstep: Class 12 contains 216532 members 
Mstep: Class 13 contains 7534 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 21 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949176.000000 Penalty: 10771.125977
Iteration 117Q: 18 clusters Score -4.694918e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 83569 members 
Mstep: Class 4 contains 105469 members 
Mstep: Class 5 contains 31123 members 
Mstep: Class 6 contains 282796 members 
Mstep: Class 7 contains 29802 members 
Mstep: Class 8 contains 1155 members 
Mstep: Class 9 contains 226606 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 20540 members 
Mstep: Class 12 contains 217368 members 
Mstep: Class 13 contains 7573 members 
Mstep: Class 14 contains 53254 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 21 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948952.000000 Penalty: 10771.125977
Iteration 118Q: 18 clusters Score -4.694895e+07 nChanged 4768
Entering ConstructFrom: 
Score: -46948952.000000 Penalty: 10771.125977
Entering ConstructFrom: 
Trying to split cluster 1 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -222210.296875 Penalty: 389.613373
	Iteration 0F: 2 clusters Score -222210.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -218622.046875 Penalty: 779.226746
	Iteration 0F: 3 clusters Score -218622 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -220356.750000 Penalty: 779.226746
	Iteration 1F: 3 clusters Score -220356.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -220744.734375 Penalty: 779.226746
	Iteration 2F: 3 clusters Score -220744.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -221072.171875 Penalty: 779.226746
	Iteration 3F: 3 clusters Score -221072.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -221324.515625 Penalty: 779.226746
	Iteration 4F: 3 clusters Score -221324.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -221504.140625 Penalty: 779.226746
	Iteration 5F: 3 clusters Score -221504.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -221599.203125 Penalty: 779.226746
	Iteration 6Q: 3 clusters Score -221599.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -221644.250000 Penalty: 779.226746
	Iteration 7Q: 3 clusters Score -221644.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -221676.343750 Penalty: 779.226746
	Iteration 8Q: 3 clusters Score -221676.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -221706.765625 Penalty: 779.226746
	Iteration 9Q: 3 clusters Score -221706.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -221732.625000 Penalty: 779.226746
	Iteration 10Q: 3 clusters Score -221732.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -221757.546875 Penalty: 779.226746
	Iteration 11Q: 3 clusters Score -221757.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -221786.640625 Penalty: 779.226746
	Iteration 12Q: 3 clusters Score -221786.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -221811.859375 Penalty: 779.226746
	Iteration 13Q: 3 clusters Score -221811.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -221837.546875 Penalty: 779.226746
	Iteration 14Q: 3 clusters Score -221837.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -221867.828125 Penalty: 779.226746
	Iteration 15Q: 3 clusters Score -221867.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -221896.656250 Penalty: 779.226746
	Iteration 16Q: 3 clusters Score -221896.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -221918.921875 Penalty: 779.226746
	Iteration 17Q: 3 clusters Score -221918.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -221941.140625 Penalty: 779.226746
	Iteration 18Q: 3 clusters Score -221941.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -221959.140625 Penalty: 779.226746
	Iteration 19Q: 3 clusters Score -221959.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -221971.890625 Penalty: 779.226746
	Iteration 20F: 3 clusters Score -221971.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -221982.921875 Penalty: 779.226746
	Iteration 21Q: 3 clusters Score -221982.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -221993.156250 Penalty: 779.226746
	Iteration 22Q: 3 clusters Score -221993.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -222005.000000 Penalty: 779.226746
	Iteration 23Q: 3 clusters Score -222005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -222012.500000 Penalty: 779.226746
	Iteration 24Q: 3 clusters Score -222012.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -222019.500000 Penalty: 779.226746
	Iteration 25Q: 3 clusters Score -222019.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -222024.843750 Penalty: 779.226746
	Iteration 26Q: 3 clusters Score -222024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -222027.937500 Penalty: 779.226746
	Iteration 27Q: 3 clusters Score -222027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -222029.093750 Penalty: 779.226746
	Iteration 28Q: 3 clusters Score -222029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -222030.187500 Penalty: 779.226746
	Iteration 29Q: 3 clusters Score -222030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -222031.125000 Penalty: 779.226746
	Iteration 30Q: 3 clusters Score -222031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -222032.046875 Penalty: 779.226746
	Iteration 31Q: 3 clusters Score -222032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -222034.859375 Penalty: 779.226746
	Iteration 32Q: 3 clusters Score -222034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -222035.625000 Penalty: 779.226746
	Iteration 33Q: 3 clusters Score -222035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -222036.703125 Penalty: 779.226746
	Iteration 34Q: 3 clusters Score -222036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -222037.968750 Penalty: 779.226746
	Iteration 35Q: 3 clusters Score -222038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -222038.171875 Penalty: 779.226746
	Iteration 36Q: 3 clusters Score -222038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -222038.234375 Penalty: 779.226746
	Iteration 37Q: 3 clusters Score -222038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -222038.234375 Penalty: 779.226746
	Iteration 38F: 3 clusters Score -222038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -8153.400391 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -8153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7856.430176 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -7856.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8109.690430 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -8109.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8180.408691 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -8180.409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8203.421875 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -8203.422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8206.572266 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -8206.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8209.945312 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -8209.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8211.308594 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -8211.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8211.308594 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -8211.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 84310 members 
Mstep: Class 4 contains 104488 members 
Mstep: Class 5 contains 31298 members 
Mstep: Class 6 contains 281978 members 
Mstep: Class 7 contains 29653 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 226385 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 218298 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 53517 members 
Mstep: Class 15 contains 54 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 21 contains 39716 members 
Entering Unmasked Estep 
Score: -46948608.000000 Penalty: 11404.721680
Splitting cluster 2 changes total score from -46948952.000000 to -46948608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (84310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Entering Unmasked Estep 
Score: -3698019.500000 Penalty: 516.072632
	Iteration 0F: 2 clusters Score -3698020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -3641297.750000 Penalty: 1032.145264
	Iteration 0F: 3 clusters Score -3641298 nChanged 40896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -3670096.250000 Penalty: 1032.145264
	Iteration 1F: 3 clusters Score -3670096 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -3675099.750000 Penalty: 1032.145264
	Iteration 2F: 3 clusters Score -3675100 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -3682637.000000 Penalty: 1032.145264
	Iteration 3F: 3 clusters Score -3682637 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -3690495.750000 Penalty: 1032.145264
	Iteration 4F: 3 clusters Score -3690496 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -3695038.750000 Penalty: 1032.145264
	Iteration 5F: 3 clusters Score -3695039 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -3696710.250000 Penalty: 1032.145264
	Iteration 6Q: 3 clusters Score -3696710 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -3697250.500000 Penalty: 1032.145264
	Iteration 7Q: 3 clusters Score -3697250 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -3697393.000000 Penalty: 1032.145264
	Iteration 8Q: 3 clusters Score -3697393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -3697443.750000 Penalty: 1032.145264
	Iteration 9Q: 3 clusters Score -3697444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -3697472.750000 Penalty: 1032.145264
	Iteration 10Q: 3 clusters Score -3697473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -3697486.750000 Penalty: 1032.145264
	Iteration 11Q: 3 clusters Score -3697487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -3697511.000000 Penalty: 1032.145264
	Iteration 12Q: 3 clusters Score -3697511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -3697525.000000 Penalty: 1032.145264
	Iteration 13Q: 3 clusters Score -3697525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -3697542.000000 Penalty: 1032.145264
	Iteration 14Q: 3 clusters Score -3697542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -3697549.750000 Penalty: 1032.145264
	Iteration 15Q: 3 clusters Score -3697550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -3697554.250000 Penalty: 1032.145264
	Iteration 16Q: 3 clusters Score -3697554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -3697557.000000 Penalty: 1032.145264
	Iteration 17Q: 3 clusters Score -3697557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -3697557.750000 Penalty: 1032.145264
	Iteration 18Q: 3 clusters Score -3697558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -3697560.500000 Penalty: 1032.145264
	Iteration 19Q: 3 clusters Score -3697560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -3697563.000000 Penalty: 1032.145264
	Iteration 20F: 3 clusters Score -3697563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -3697562.750000 Penalty: 1032.145264
	Iteration 21Q: 3 clusters Score -3697563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -3697564.000000 Penalty: 1032.145264
	Iteration 22Q: 3 clusters Score -3697564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -3697565.750000 Penalty: 1032.145264
	Iteration 23Q: 3 clusters Score -3697566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -3697565.750000 Penalty: 1032.145264
	Iteration 24F: 3 clusters Score -3697566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Entering Unmasked Estep 
Score: -4752407.000000 Penalty: 525.835632
	Iteration 0F: 2 clusters Score -4752407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -4681569.500000 Penalty: 1051.671265
	Iteration 0F: 3 clusters Score -4681570 nChanged 51059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -4712124.500000 Penalty: 1051.671265
	Iteration 1F: 3 clusters Score -4712124 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -4712867.000000 Penalty: 1051.671265
	Iteration 2Q: 3 clusters Score -4712867 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -4714068.500000 Penalty: 1051.671265
	Iteration 3Q: 3 clusters Score -4714068 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -4716130.500000 Penalty: 1051.671265
	Iteration 4Q: 3 clusters Score -4716130 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4719569.000000 Penalty: 1051.671265
	Iteration 5F: 3 clusters Score -4719569 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4725105.000000 Penalty: 1051.671265
	Iteration 6F: 3 clusters Score -4725105 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4732640.000000 Penalty: 1051.671265
	Iteration 7F: 3 clusters Score -4732640 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4740159.000000 Penalty: 1051.671265
	Iteration 8F: 3 clusters Score -4740159 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4745413.000000 Penalty: 1051.671265
	Iteration 9F: 3 clusters Score -4745413 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4748211.000000 Penalty: 1051.671265
	Iteration 10Q: 3 clusters Score -4748211 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4749650.500000 Penalty: 1051.671265
	Iteration 11Q: 3 clusters Score -4749650 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4750531.500000 Penalty: 1051.671265
	Iteration 12Q: 3 clusters Score -4750532 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4751030.000000 Penalty: 1051.671265
	Iteration 13Q: 3 clusters Score -4751030 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4751350.500000 Penalty: 1051.671265
	Iteration 14Q: 3 clusters Score -4751350 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4751557.500000 Penalty: 1051.671265
	Iteration 15Q: 3 clusters Score -4751558 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4751642.000000 Penalty: 1051.671265
	Iteration 16Q: 3 clusters Score -4751642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4751728.000000 Penalty: 1051.671265
	Iteration 17Q: 3 clusters Score -4751728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104060 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4751782.000000 Penalty: 1051.671265
	Iteration 18Q: 3 clusters Score -4751782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4751814.500000 Penalty: 1051.671265
	Iteration 19Q: 3 clusters Score -4751814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4751841.000000 Penalty: 1051.671265
	Iteration 20F: 3 clusters Score -4751841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4751875.000000 Penalty: 1051.671265
	Iteration 21Q: 3 clusters Score -4751875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4751891.000000 Penalty: 1051.671265
	Iteration 22Q: 3 clusters Score -4751891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4751911.000000 Penalty: 1051.671265
	Iteration 23Q: 3 clusters Score -4751911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4751920.500000 Penalty: 1051.671265
	Iteration 24Q: 3 clusters Score -4751920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4751934.000000 Penalty: 1051.671265
	Iteration 25Q: 3 clusters Score -4751934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4751947.000000 Penalty: 1051.671265
	Iteration 26Q: 3 clusters Score -4751947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4751955.000000 Penalty: 1051.671265
	Iteration 27Q: 3 clusters Score -4751955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4751961.500000 Penalty: 1051.671265
	Iteration 28Q: 3 clusters Score -4751962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4751965.000000 Penalty: 1051.671265
	Iteration 29Q: 3 clusters Score -4751965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4751967.500000 Penalty: 1051.671265
	Iteration 30Q: 3 clusters Score -4751968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4751968.500000 Penalty: 1051.671265
	Iteration 31Q: 3 clusters Score -4751968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4751978.500000 Penalty: 1051.671265
	Iteration 32Q: 3 clusters Score -4751978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4751974.000000 Penalty: 1051.671265
	Iteration 33Q: 3 clusters Score -4751974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4751974.000000 Penalty: 1051.671265
	Iteration 34F: 3 clusters Score -4751974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Entering Unmasked Estep 
Score: -1347052.125000 Penalty: 470.984589
	Iteration 0F: 2 clusters Score -1347052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1325985.250000 Penalty: 941.969177
	Iteration 0F: 3 clusters Score -1325985 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1335332.625000 Penalty: 941.969177
	Iteration 1F: 3 clusters Score -1335333 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1336303.375000 Penalty: 941.969177
	Iteration 2F: 3 clusters Score -1336303 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1337958.125000 Penalty: 941.969177
	Iteration 3F: 3 clusters Score -1337958 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1340436.125000 Penalty: 941.969177
	Iteration 4F: 3 clusters Score -1340436 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1343098.000000 Penalty: 941.969177
	Iteration 5F: 3 clusters Score -1343098 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1344922.000000 Penalty: 941.969177
	Iteration 6F: 3 clusters Score -1344922 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1345864.125000 Penalty: 941.969177
	Iteration 7Q: 3 clusters Score -1345864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1346279.375000 Penalty: 941.969177
	Iteration 8Q: 3 clusters Score -1346279 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1346465.000000 Penalty: 941.969177
	Iteration 9Q: 3 clusters Score -1346465 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1346546.500000 Penalty: 941.969177
	Iteration 10Q: 3 clusters Score -1346546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1346585.875000 Penalty: 941.969177
	Iteration 11Q: 3 clusters Score -1346586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1346606.125000 Penalty: 941.969177
	Iteration 12Q: 3 clusters Score -1346606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1346618.875000 Penalty: 941.969177
	Iteration 13Q: 3 clusters Score -1346619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1346631.125000 Penalty: 941.969177
	Iteration 14Q: 3 clusters Score -1346631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1346644.875000 Penalty: 941.969177
	Iteration 15Q: 3 clusters Score -1346645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1346651.875000 Penalty: 941.969177
	Iteration 16Q: 3 clusters Score -1346652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1346656.875000 Penalty: 941.969177
	Iteration 17Q: 3 clusters Score -1346657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1346660.250000 Penalty: 941.969177
	Iteration 18Q: 3 clusters Score -1346660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1346663.750000 Penalty: 941.969177
	Iteration 19Q: 3 clusters Score -1346664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1346666.500000 Penalty: 941.969177
	Iteration 20F: 3 clusters Score -1346666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1346667.625000 Penalty: 941.969177
	Iteration 21Q: 3 clusters Score -1346668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1346667.750000 Penalty: 941.969177
	Iteration 22Q: 3 clusters Score -1346668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1346667.750000 Penalty: 941.969177
	Iteration 23F: 3 clusters Score -1346668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (281978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281978 members 
Entering Unmasked Estep 
Score: -12590260.000000 Penalty: 571.006104
	Iteration 0F: 2 clusters Score -1.259026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 140839 members 
Entering Unmasked Estep 
Score: -12398472.000000 Penalty: 1142.012207
	Iteration 0F: 3 clusters Score -1.239847e+07 nChanged 139161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 140160 members 
Entering Unmasked Estep 
Score: -12485636.000000 Penalty: 1142.012207
	Iteration 1F: 3 clusters Score -1.248564e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 138188 members 
Entering Unmasked Estep 
Score: -12487901.000000 Penalty: 1142.012207
	Iteration 2Q: 3 clusters Score -1.24879e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -12491596.000000 Penalty: 1142.012207
	Iteration 3Q: 3 clusters Score -1.24916e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -12497431.000000 Penalty: 1142.012207
	Iteration 4Q: 3 clusters Score -1.249743e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -12507645.000000 Penalty: 1142.012207
	Iteration 5F: 3 clusters Score -1.250764e+07 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -12521748.000000 Penalty: 1142.012207
	Iteration 6F: 3 clusters Score -1.252175e+07 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -12533757.000000 Penalty: 1142.012207
	Iteration 7F: 3 clusters Score -1.253376e+07 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179792 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -12539369.000000 Penalty: 1142.012207
	Iteration 8Q: 3 clusters Score -1.253937e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183517 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -12541203.000000 Penalty: 1142.012207
	Iteration 9Q: 3 clusters Score -1.25412e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187229 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -12542210.000000 Penalty: 1142.012207
	Iteration 10Q: 3 clusters Score -1.254221e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -12543153.000000 Penalty: 1142.012207
	Iteration 11Q: 3 clusters Score -1.254315e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195230 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -12544177.000000 Penalty: 1142.012207
	Iteration 12Q: 3 clusters Score -1.254418e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -12545426.000000 Penalty: 1142.012207
	Iteration 13Q: 3 clusters Score -1.254543e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204146 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -12546764.000000 Penalty: 1142.012207
	Iteration 14Q: 3 clusters Score -1.254676e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208896 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -12548344.000000 Penalty: 1142.012207
	Iteration 15Q: 3 clusters Score -1.254834e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -12549992.000000 Penalty: 1142.012207
	Iteration 16Q: 3 clusters Score -1.254999e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219302 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -12551910.000000 Penalty: 1142.012207
	Iteration 17Q: 3 clusters Score -1.255191e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224957 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -12554225.000000 Penalty: 1142.012207
	Iteration 18Q: 3 clusters Score -1.255422e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230775 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -12556873.000000 Penalty: 1142.012207
	Iteration 19Q: 3 clusters Score -1.255687e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236836 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -12559674.000000 Penalty: 1142.012207
	Iteration 20F: 3 clusters Score -1.255967e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242976 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -12562960.000000 Penalty: 1142.012207
	Iteration 21Q: 3 clusters Score -1.256296e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249096 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -12566500.000000 Penalty: 1142.012207
	Iteration 22Q: 3 clusters Score -1.25665e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254982 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -12570088.000000 Penalty: 1142.012207
	Iteration 23Q: 3 clusters Score -1.257009e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260560 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -12573854.000000 Penalty: 1142.012207
	Iteration 24Q: 3 clusters Score -1.257385e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265613 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -12577421.000000 Penalty: 1142.012207
	Iteration 25Q: 3 clusters Score -1.257742e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269914 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -12580504.000000 Penalty: 1142.012207
	Iteration 26Q: 3 clusters Score -1.25805e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273444 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -12583062.000000 Penalty: 1142.012207
	Iteration 27Q: 3 clusters Score -1.258306e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276092 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -12585096.000000 Penalty: 1142.012207
	Iteration 28Q: 3 clusters Score -1.25851e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278081 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -12586744.000000 Penalty: 1142.012207
	Iteration 29Q: 3 clusters Score -1.258674e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279547 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12587897.000000 Penalty: 1142.012207
	Iteration 30Q: 3 clusters Score -1.25879e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280603 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12588674.000000 Penalty: 1142.012207
	Iteration 31Q: 3 clusters Score -1.258867e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281292 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12589228.000000 Penalty: 1142.012207
	Iteration 32Q: 3 clusters Score -1.258923e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281647 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12589520.000000 Penalty: 1142.012207
	Iteration 33Q: 3 clusters Score -1.258952e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281794 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12589634.000000 Penalty: 1142.012207
	Iteration 34Q: 3 clusters Score -1.258963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281851 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12589677.000000 Penalty: 1142.012207
	Iteration 35Q: 3 clusters Score -1.258968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281881 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12589708.000000 Penalty: 1142.012207
	Iteration 36Q: 3 clusters Score -1.258971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281887 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12589720.000000 Penalty: 1142.012207
	Iteration 37Q: 3 clusters Score -1.258972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281892 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12589714.000000 Penalty: 1142.012207
	Iteration 38Q: 3 clusters Score -1.258971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281897 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12589731.000000 Penalty: 1142.012207
	Iteration 39Q: 3 clusters Score -1.258973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281902 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12589738.000000 Penalty: 1142.012207
	Iteration 40F: 3 clusters Score -1.258974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281905 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12589745.000000 Penalty: 1142.012207
	Iteration 41Q: 3 clusters Score -1.258974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281905 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12589760.000000 Penalty: 1142.012207
	Iteration 42Q: 3 clusters Score -1.258976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281904 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12589754.000000 Penalty: 1142.012207
	Iteration 43Q: 3 clusters Score -1.258975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281905 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12589753.000000 Penalty: 1142.012207
	Iteration 44Q: 3 clusters Score -1.258975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281904 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12589759.000000 Penalty: 1142.012207
	Iteration 45Q: 3 clusters Score -1.258976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281903 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12589762.000000 Penalty: 1142.012207
	Iteration 46Q: 3 clusters Score -1.258976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281902 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12589762.000000 Penalty: 1142.012207
	Iteration 47Q: 3 clusters Score -1.258976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281900 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12589761.000000 Penalty: 1142.012207
	Iteration 48Q: 3 clusters Score -1.258976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281901 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12589769.000000 Penalty: 1142.012207
	Iteration 49Q: 3 clusters Score -1.258977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281902 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12589778.000000 Penalty: 1142.012207
	Iteration 50Q: 3 clusters Score -1.258978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281903 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12589779.000000 Penalty: 1142.012207
	Iteration 51Q: 3 clusters Score -1.258978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281904 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12589778.000000 Penalty: 1142.012207
	Iteration 52Q: 3 clusters Score -1.258978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281907 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12589775.000000 Penalty: 1142.012207
	Iteration 53Q: 3 clusters Score -1.258978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281908 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12589778.000000 Penalty: 1142.012207
	Iteration 54Q: 3 clusters Score -1.258978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281907 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12589779.000000 Penalty: 1142.012207
	Iteration 55Q: 3 clusters Score -1.258978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281908 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12589777.000000 Penalty: 1142.012207
	Iteration 56Q: 3 clusters Score -1.258978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281908 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12589777.000000 Penalty: 1142.012207
	Iteration 57F: 3 clusters Score -1.258978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Entering Unmasked Estep 
Score: -1292784.750000 Penalty: 468.527985
	Iteration 0F: 2 clusters Score -1292785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1272948.500000 Penalty: 937.055969
	Iteration 0F: 3 clusters Score -1272948 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1281419.250000 Penalty: 937.055969
	Iteration 1F: 3 clusters Score -1281419 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1281685.125000 Penalty: 937.055969
	Iteration 2Q: 3 clusters Score -1281685 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1282009.875000 Penalty: 937.055969
	Iteration 3Q: 3 clusters Score -1282010 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1282535.000000 Penalty: 937.055969
	Iteration 4Q: 3 clusters Score -1282535 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1283511.750000 Penalty: 937.055969
	Iteration 5Q: 3 clusters Score -1283512 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1285378.500000 Penalty: 937.055969
	Iteration 6F: 3 clusters Score -1285378 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1287967.875000 Penalty: 937.055969
	Iteration 7F: 3 clusters Score -1287968 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1289771.375000 Penalty: 937.055969
	Iteration 8F: 3 clusters Score -1289771 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1290685.000000 Penalty: 937.055969
	Iteration 9Q: 3 clusters Score -1290685 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1291298.375000 Penalty: 937.055969
	Iteration 10Q: 3 clusters Score -1291298 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1291856.125000 Penalty: 937.055969
	Iteration 11Q: 3 clusters Score -1291856 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1292274.750000 Penalty: 937.055969
	Iteration 12Q: 3 clusters Score -1292275 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1292511.750000 Penalty: 937.055969
	Iteration 13Q: 3 clusters Score -1292512 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1292644.000000 Penalty: 937.055969
	Iteration 14Q: 3 clusters Score -1292644 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1292696.750000 Penalty: 937.055969
	Iteration 15Q: 3 clusters Score -1292697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1292723.250000 Penalty: 937.055969
	Iteration 16Q: 3 clusters Score -1292723 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1292735.500000 Penalty: 937.055969
	Iteration 17Q: 3 clusters Score -1292736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1292746.000000 Penalty: 937.055969
	Iteration 18Q: 3 clusters Score -1292746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1292749.375000 Penalty: 937.055969
	Iteration 19Q: 3 clusters Score -1292749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1292748.375000 Penalty: 937.055969
	Iteration 20F: 3 clusters Score -1292748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1292748.625000 Penalty: 937.055969
	Iteration 21Q: 3 clusters Score -1292749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1292750.500000 Penalty: 937.055969
	Iteration 22Q: 3 clusters Score -1292750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1292749.750000 Penalty: 937.055969
	Iteration 23Q: 3 clusters Score -1292750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1292749.250000 Penalty: 937.055969
	Iteration 24Q: 3 clusters Score -1292749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1292752.500000 Penalty: 937.055969
	Iteration 25Q: 3 clusters Score -1292752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1292750.125000 Penalty: 937.055969
	Iteration 26Q: 3 clusters Score -1292750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1292749.875000 Penalty: 937.055969
	Iteration 27Q: 3 clusters Score -1292750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1292750.500000 Penalty: 937.055969
	Iteration 28Q: 3 clusters Score -1292750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1292750.875000 Penalty: 937.055969
	Iteration 29Q: 3 clusters Score -1292751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1292751.250000 Penalty: 937.055969
	Iteration 30Q: 3 clusters Score -1292751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1292751.250000 Penalty: 937.055969
	Iteration 31F: 3 clusters Score -1292751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -42277.144531 Penalty: 320.741089
	Iteration 0F: 2 clusters Score -42277.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -41400.027344 Penalty: 641.482178
	Iteration 0F: 3 clusters Score -41400.03 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -41697.382812 Penalty: 641.482178
	Iteration 1F: 3 clusters Score -41697.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -41776.980469 Penalty: 641.482178
	Iteration 2F: 3 clusters Score -41776.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -41825.382812 Penalty: 641.482178
	Iteration 3F: 3 clusters Score -41825.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41860.828125 Penalty: 641.482178
	Iteration 4Q: 3 clusters Score -41860.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41887.773438 Penalty: 641.482178
	Iteration 5Q: 3 clusters Score -41887.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41908.039062 Penalty: 641.482178
	Iteration 6Q: 3 clusters Score -41908.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -41934.464844 Penalty: 641.482178
	Iteration 7Q: 3 clusters Score -41934.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41954.636719 Penalty: 641.482178
	Iteration 8Q: 3 clusters Score -41954.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41966.449219 Penalty: 641.482178
	Iteration 9Q: 3 clusters Score -41966.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41974.917969 Penalty: 641.482178
	Iteration 10Q: 3 clusters Score -41974.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41982.378906 Penalty: 641.482178
	Iteration 11Q: 3 clusters Score -41982.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41990.839844 Penalty: 641.482178
	Iteration 12Q: 3 clusters Score -41990.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42000.500000 Penalty: 641.482178
	Iteration 13Q: 3 clusters Score -42000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42012.085938 Penalty: 641.482178
	Iteration 14Q: 3 clusters Score -42012.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42025.617188 Penalty: 641.482178
	Iteration 15Q: 3 clusters Score -42025.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42043.882812 Penalty: 641.482178
	Iteration 16Q: 3 clusters Score -42043.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42057.816406 Penalty: 641.482178
	Iteration 17Q: 3 clusters Score -42057.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42070.906250 Penalty: 641.482178
	Iteration 18Q: 3 clusters Score -42070.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42096.433594 Penalty: 641.482178
	Iteration 19Q: 3 clusters Score -42096.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42129.042969 Penalty: 641.482178
	Iteration 20F: 3 clusters Score -42129.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42165.335938 Penalty: 641.482178
	Iteration 21Q: 3 clusters Score -42165.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -42177.343750 Penalty: 641.482178
	Iteration 22Q: 3 clusters Score -42177.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -42182.832031 Penalty: 641.482178
	Iteration 23Q: 3 clusters Score -42182.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42187.218750 Penalty: 641.482178
	Iteration 24Q: 3 clusters Score -42187.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42190.707031 Penalty: 641.482178
	Iteration 25Q: 3 clusters Score -42190.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42190.707031 Penalty: 641.482178
	Iteration 26F: 3 clusters Score -42190.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (226385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226385 members 
Entering Unmasked Estep 
Score: -9960093.000000 Penalty: 561.014648
	Iteration 0F: 2 clusters Score -9960093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -9805715.000000 Penalty: 1122.029297
	Iteration 0F: 3 clusters Score -9805715 nChanged 111818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -9875673.000000 Penalty: 1122.029297
	Iteration 1F: 3 clusters Score -9875673 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -9880702.000000 Penalty: 1122.029297
	Iteration 2Q: 3 clusters Score -9880702 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -9891092.000000 Penalty: 1122.029297
	Iteration 3F: 3 clusters Score -9891092 nChanged 21578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9909461.000000 Penalty: 1122.029297
	Iteration 4F: 3 clusters Score -9909461 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199332 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -9932396.000000 Penalty: 1122.029297
	Iteration 5F: 3 clusters Score -9932396 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215931 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -9949384.000000 Penalty: 1122.029297
	Iteration 6F: 3 clusters Score -9949384 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223113 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9956608.000000 Penalty: 1122.029297
	Iteration 7Q: 3 clusters Score -9956608 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225360 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9958776.000000 Penalty: 1122.029297
	Iteration 8Q: 3 clusters Score -9958776 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225991 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9959377.000000 Penalty: 1122.029297
	Iteration 9Q: 3 clusters Score -9959377 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226162 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9959540.000000 Penalty: 1122.029297
	Iteration 10Q: 3 clusters Score -9959540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9959589.000000 Penalty: 1122.029297
	Iteration 11Q: 3 clusters Score -9959589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9959620.000000 Penalty: 1122.029297
	Iteration 12Q: 3 clusters Score -9959620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9959630.000000 Penalty: 1122.029297
	Iteration 13Q: 3 clusters Score -9959630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9959636.000000 Penalty: 1122.029297
	Iteration 14Q: 3 clusters Score -9959636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9959648.000000 Penalty: 1122.029297
	Iteration 15Q: 3 clusters Score -9959648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9959653.000000 Penalty: 1122.029297
	Iteration 16Q: 3 clusters Score -9959653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9959657.000000 Penalty: 1122.029297
	Iteration 17Q: 3 clusters Score -9959657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9959661.000000 Penalty: 1122.029297
	Iteration 18Q: 3 clusters Score -9959661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226251 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9959663.000000 Penalty: 1122.029297
	Iteration 19Q: 3 clusters Score -9959663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9959662.000000 Penalty: 1122.029297
	Iteration 20F: 3 clusters Score -9959662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9959669.000000 Penalty: 1122.029297
	Iteration 21Q: 3 clusters Score -9959669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226248 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9959670.000000 Penalty: 1122.029297
	Iteration 22Q: 3 clusters Score -9959670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226248 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9959666.000000 Penalty: 1122.029297
	Iteration 23Q: 3 clusters Score -9959666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9959667.000000 Penalty: 1122.029297
	Iteration 24Q: 3 clusters Score -9959667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9959668.000000 Penalty: 1122.029297
	Iteration 25Q: 3 clusters Score -9959668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9959668.000000 Penalty: 1122.029297
	Iteration 26Q: 3 clusters Score -9959668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226255 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9959666.000000 Penalty: 1122.029297
	Iteration 27Q: 3 clusters Score -9959666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226256 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9959666.000000 Penalty: 1122.029297
	Iteration 28Q: 3 clusters Score -9959666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9959672.000000 Penalty: 1122.029297
	Iteration 29Q: 3 clusters Score -9959672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9959672.000000 Penalty: 1122.029297
	Iteration 30F: 3 clusters Score -9959672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -376495.656250 Penalty: 412.901123
	Iteration 0F: 2 clusters Score -376495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -370712.125000 Penalty: 825.802246
	Iteration 0F: 3 clusters Score -370712.1 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -372976.250000 Penalty: 825.802246
	Iteration 1F: 3 clusters Score -372976.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -373185.093750 Penalty: 825.802246
	Iteration 2F: 3 clusters Score -373185.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -373399.000000 Penalty: 825.802246
	Iteration 3F: 3 clusters Score -373399 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -373630.343750 Penalty: 825.802246
	Iteration 4F: 3 clusters Score -373630.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -373914.812500 Penalty: 825.802246
	Iteration 5F: 3 clusters Score -373914.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -374326.718750 Penalty: 825.802246
	Iteration 6F: 3 clusters Score -374326.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -374804.468750 Penalty: 825.802246
	Iteration 7F: 3 clusters Score -374804.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -375288.781250 Penalty: 825.802246
	Iteration 8F: 3 clusters Score -375288.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -375622.125000 Penalty: 825.802246
	Iteration 9Q: 3 clusters Score -375622.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -375854.812500 Penalty: 825.802246
	Iteration 10Q: 3 clusters Score -375854.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -376037.437500 Penalty: 825.802246
	Iteration 11Q: 3 clusters Score -376037.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -376157.593750 Penalty: 825.802246
	Iteration 12Q: 3 clusters Score -376157.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -376216.812500 Penalty: 825.802246
	Iteration 13Q: 3 clusters Score -376216.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -376265.125000 Penalty: 825.802246
	Iteration 14Q: 3 clusters Score -376265.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -376293.687500 Penalty: 825.802246
	Iteration 15Q: 3 clusters Score -376293.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -376314.187500 Penalty: 825.802246
	Iteration 16Q: 3 clusters Score -376314.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -376327.062500 Penalty: 825.802246
	Iteration 17Q: 3 clusters Score -376327.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -376332.031250 Penalty: 825.802246
	Iteration 18Q: 3 clusters Score -376332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -376334.062500 Penalty: 825.802246
	Iteration 19Q: 3 clusters Score -376334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -376335.562500 Penalty: 825.802246
	Iteration 20F: 3 clusters Score -376335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -376335.187500 Penalty: 825.802246
	Iteration 21Q: 3 clusters Score -376335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -376336.062500 Penalty: 825.802246
	Iteration 22Q: 3 clusters Score -376336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -376335.500000 Penalty: 825.802246
	Iteration 23Q: 3 clusters Score -376335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -376336.281250 Penalty: 825.802246
	Iteration 24Q: 3 clusters Score -376336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -376336.031250 Penalty: 825.802246
	Iteration 25Q: 3 clusters Score -376336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -376336.312500 Penalty: 825.802246
	Iteration 26Q: 3 clusters Score -376336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -376337.093750 Penalty: 825.802246
	Iteration 27Q: 3 clusters Score -376337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -376336.687500 Penalty: 825.802246
	Iteration 28Q: 3 clusters Score -376336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -376336.562500 Penalty: 825.802246
	Iteration 29Q: 3 clusters Score -376336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -376336.562500 Penalty: 825.802246
	Iteration 30F: 3 clusters Score -376336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Entering Unmasked Estep 
Score: -879469.750000 Penalty: 451.847473
	Iteration 0F: 2 clusters Score -879469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -865744.937500 Penalty: 903.694946
	Iteration 0F: 3 clusters Score -865744.9 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -871598.750000 Penalty: 903.694946
	Iteration 1F: 3 clusters Score -871598.8 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -872631.062500 Penalty: 903.694946
	Iteration 2F: 3 clusters Score -872631.1 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -874166.000000 Penalty: 903.694946
	Iteration 3F: 3 clusters Score -874166 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -875764.125000 Penalty: 903.694946
	Iteration 4F: 3 clusters Score -875764.1 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -876901.125000 Penalty: 903.694946
	Iteration 5F: 3 clusters Score -876901.1 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -877528.625000 Penalty: 903.694946
	Iteration 6F: 3 clusters Score -877528.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -877883.812500 Penalty: 903.694946
	Iteration 7Q: 3 clusters Score -877883.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -878177.312500 Penalty: 903.694946
	Iteration 8Q: 3 clusters Score -878177.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -878458.500000 Penalty: 903.694946
	Iteration 9Q: 3 clusters Score -878458.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -878691.875000 Penalty: 903.694946
	Iteration 10Q: 3 clusters Score -878691.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -878839.125000 Penalty: 903.694946
	Iteration 11Q: 3 clusters Score -878839.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -878949.062500 Penalty: 903.694946
	Iteration 12Q: 3 clusters Score -878949.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -879019.750000 Penalty: 903.694946
	Iteration 13Q: 3 clusters Score -879019.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -879072.375000 Penalty: 903.694946
	Iteration 14Q: 3 clusters Score -879072.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -879114.187500 Penalty: 903.694946
	Iteration 15Q: 3 clusters Score -879114.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -879143.812500 Penalty: 903.694946
	Iteration 16Q: 3 clusters Score -879143.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -879166.062500 Penalty: 903.694946
	Iteration 17Q: 3 clusters Score -879166.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -879191.437500 Penalty: 903.694946
	Iteration 18Q: 3 clusters Score -879191.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -879204.000000 Penalty: 903.694946
	Iteration 19Q: 3 clusters Score -879204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -879216.750000 Penalty: 903.694946
	Iteration 20F: 3 clusters Score -879216.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -879228.812500 Penalty: 903.694946
	Iteration 21Q: 3 clusters Score -879228.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -879244.375000 Penalty: 903.694946
	Iteration 22Q: 3 clusters Score -879244.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -879254.187500 Penalty: 903.694946
	Iteration 23Q: 3 clusters Score -879254.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -879260.312500 Penalty: 903.694946
	Iteration 24Q: 3 clusters Score -879260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -879270.875000 Penalty: 903.694946
	Iteration 25Q: 3 clusters Score -879270.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -879282.437500 Penalty: 903.694946
	Iteration 26Q: 3 clusters Score -879282.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -879290.437500 Penalty: 903.694946
	Iteration 27Q: 3 clusters Score -879290.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -879297.375000 Penalty: 903.694946
	Iteration 28Q: 3 clusters Score -879297.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -879306.937500 Penalty: 903.694946
	Iteration 29Q: 3 clusters Score -879306.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -879315.312500 Penalty: 903.694946
	Iteration 30Q: 3 clusters Score -879315.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -879320.687500 Penalty: 903.694946
	Iteration 31Q: 3 clusters Score -879320.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -879326.750000 Penalty: 903.694946
	Iteration 32Q: 3 clusters Score -879326.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -879333.687500 Penalty: 903.694946
	Iteration 33Q: 3 clusters Score -879333.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -879333.937500 Penalty: 903.694946
	Iteration 34Q: 3 clusters Score -879333.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -879339.375000 Penalty: 903.694946
	Iteration 35Q: 3 clusters Score -879339.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -879341.562500 Penalty: 903.694946
	Iteration 36Q: 3 clusters Score -879341.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -879346.125000 Penalty: 903.694946
	Iteration 37Q: 3 clusters Score -879346.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -879348.937500 Penalty: 903.694946
	Iteration 38Q: 3 clusters Score -879348.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -879354.687500 Penalty: 903.694946
	Iteration 39Q: 3 clusters Score -879354.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -879358.500000 Penalty: 903.694946
	Iteration 40F: 3 clusters Score -879358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -879364.875000 Penalty: 903.694946
	Iteration 41Q: 3 clusters Score -879364.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -879367.937500 Penalty: 903.694946
	Iteration 42Q: 3 clusters Score -879367.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -879368.187500 Penalty: 903.694946
	Iteration 43Q: 3 clusters Score -879368.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -879371.312500 Penalty: 903.694946
	Iteration 44Q: 3 clusters Score -879371.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -879370.000000 Penalty: 903.694946
	Iteration 45Q: 3 clusters Score -879370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -879372.312500 Penalty: 903.694946
	Iteration 46Q: 3 clusters Score -879372.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -879379.000000 Penalty: 903.694946
	Iteration 47Q: 3 clusters Score -879379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -879379.687500 Penalty: 903.694946
	Iteration 48Q: 3 clusters Score -879379.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -879382.750000 Penalty: 903.694946
	Iteration 49Q: 3 clusters Score -879382.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -879388.125000 Penalty: 903.694946
	Iteration 50Q: 3 clusters Score -879388.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -879391.250000 Penalty: 903.694946
	Iteration 51Q: 3 clusters Score -879391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -879394.812500 Penalty: 903.694946
	Iteration 52Q: 3 clusters Score -879394.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -879398.125000 Penalty: 903.694946
	Iteration 53Q: 3 clusters Score -879398.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -879403.250000 Penalty: 903.694946
	Iteration 54Q: 3 clusters Score -879403.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -879406.375000 Penalty: 903.694946
	Iteration 55Q: 3 clusters Score -879406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -879407.750000 Penalty: 903.694946
	Iteration 56Q: 3 clusters Score -879407.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -879410.125000 Penalty: 903.694946
	Iteration 57Q: 3 clusters Score -879410.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -879413.750000 Penalty: 903.694946
	Iteration 58Q: 3 clusters Score -879413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -879414.937500 Penalty: 903.694946
	Iteration 59Q: 3 clusters Score -879414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -879414.687500 Penalty: 903.694946
	Iteration 60F: 3 clusters Score -879414.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -879413.812500 Penalty: 903.694946
	Iteration 61Q: 3 clusters Score -879413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -879416.000000 Penalty: 903.694946
	Iteration 62Q: 3 clusters Score -879416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -879418.625000 Penalty: 903.694946
	Iteration 63Q: 3 clusters Score -879418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -879417.937500 Penalty: 903.694946
	Iteration 64Q: 3 clusters Score -879417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -879417.312500 Penalty: 903.694946
	Iteration 65Q: 3 clusters Score -879417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -879419.187500 Penalty: 903.694946
	Iteration 66Q: 3 clusters Score -879419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -879418.125000 Penalty: 903.694946
	Iteration 67Q: 3 clusters Score -879418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -879420.125000 Penalty: 903.694946
	Iteration 68Q: 3 clusters Score -879420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -879419.375000 Penalty: 903.694946
	Iteration 69Q: 3 clusters Score -879419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -879420.937500 Penalty: 903.694946
	Iteration 70Q: 3 clusters Score -879420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -879420.937500 Penalty: 903.694946
	Iteration 71Q: 3 clusters Score -879420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -879420.062500 Penalty: 903.694946
	Iteration 72Q: 3 clusters Score -879420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -879420.125000 Penalty: 903.694946
	Iteration 73Q: 3 clusters Score -879420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -879420.187500 Penalty: 903.694946
	Iteration 74Q: 3 clusters Score -879420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -879421.312500 Penalty: 903.694946
	Iteration 75Q: 3 clusters Score -879421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -879420.750000 Penalty: 903.694946
	Iteration 76Q: 3 clusters Score -879420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -879420.750000 Penalty: 903.694946
	Iteration 77F: 3 clusters Score -879420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (218298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218298 members 
Entering Unmasked Estep 
Score: -9675112.000000 Penalty: 559.359558
	Iteration 0F: 2 clusters Score -9675112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -9526841.000000 Penalty: 1118.719116
	Iteration 0F: 3 clusters Score -9526841 nChanged 107691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -9594308.000000 Penalty: 1118.719116
	Iteration 1F: 3 clusters Score -9594308 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -9597423.000000 Penalty: 1118.719116
	Iteration 2Q: 3 clusters Score -9597423 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -9602345.000000 Penalty: 1118.719116
	Iteration 3Q: 3 clusters Score -9602345 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -9610652.000000 Penalty: 1118.719116
	Iteration 4F: 3 clusters Score -9610652 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 117009 members 
Entering Unmasked Estep 
Score: -9621814.000000 Penalty: 1118.719116
	Iteration 5F: 3 clusters Score -9621814 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -9630901.000000 Penalty: 1118.719116
	Iteration 6F: 3 clusters Score -9630901 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -9634273.000000 Penalty: 1118.719116
	Iteration 7Q: 3 clusters Score -9634273 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -9635027.000000 Penalty: 1118.719116
	Iteration 8Q: 3 clusters Score -9635027 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 120983 members 
Entering Unmasked Estep 
Score: -9635278.000000 Penalty: 1118.719116
	Iteration 9Q: 3 clusters Score -9635278 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -9635426.000000 Penalty: 1118.719116
	Iteration 10Q: 3 clusters Score -9635426 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -9635545.000000 Penalty: 1118.719116
	Iteration 11Q: 3 clusters Score -9635545 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -9635661.000000 Penalty: 1118.719116
	Iteration 12Q: 3 clusters Score -9635661 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -9635828.000000 Penalty: 1118.719116
	Iteration 13Q: 3 clusters Score -9635828 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -9636033.000000 Penalty: 1118.719116
	Iteration 14Q: 3 clusters Score -9636033 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -9636190.000000 Penalty: 1118.719116
	Iteration 15Q: 3 clusters Score -9636190 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -9636382.000000 Penalty: 1118.719116
	Iteration 16Q: 3 clusters Score -9636382 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -9636683.000000 Penalty: 1118.719116
	Iteration 17Q: 3 clusters Score -9636683 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -9636989.000000 Penalty: 1118.719116
	Iteration 18Q: 3 clusters Score -9636989 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 137273 members 
Entering Unmasked Estep 
Score: -9637334.000000 Penalty: 1118.719116
	Iteration 19Q: 3 clusters Score -9637334 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -9637738.000000 Penalty: 1118.719116
	Iteration 20F: 3 clusters Score -9637738 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -9638389.000000 Penalty: 1118.719116
	Iteration 21Q: 3 clusters Score -9638389 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 145694 members 
Entering Unmasked Estep 
Score: -9639081.000000 Penalty: 1118.719116
	Iteration 22Q: 3 clusters Score -9639081 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -9639748.000000 Penalty: 1118.719116
	Iteration 23Q: 3 clusters Score -9639748 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -9640607.000000 Penalty: 1118.719116
	Iteration 24Q: 3 clusters Score -9640607 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 155981 members 
Entering Unmasked Estep 
Score: -9641593.000000 Penalty: 1118.719116
	Iteration 25Q: 3 clusters Score -9641593 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -9642824.000000 Penalty: 1118.719116
	Iteration 26Q: 3 clusters Score -9642824 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -9644075.000000 Penalty: 1118.719116
	Iteration 27Q: 3 clusters Score -9644075 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -9645723.000000 Penalty: 1118.719116
	Iteration 28Q: 3 clusters Score -9645723 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 173582 members 
Entering Unmasked Estep 
Score: -9647608.000000 Penalty: 1118.719116
	Iteration 29Q: 3 clusters Score -9647608 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -9649584.000000 Penalty: 1118.719116
	Iteration 30Q: 3 clusters Score -9649584 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -9651963.000000 Penalty: 1118.719116
	Iteration 31Q: 3 clusters Score -9651963 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 188654 members 
Entering Unmasked Estep 
Score: -9654485.000000 Penalty: 1118.719116
	Iteration 32Q: 3 clusters Score -9654485 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -9657124.000000 Penalty: 1118.719116
	Iteration 33Q: 3 clusters Score -9657124 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 198252 members 
Entering Unmasked Estep 
Score: -9659935.000000 Penalty: 1118.719116
	Iteration 34Q: 3 clusters Score -9659935 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 202518 members 
Entering Unmasked Estep 
Score: -9662586.000000 Penalty: 1118.719116
	Iteration 35Q: 3 clusters Score -9662586 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 206396 members 
Entering Unmasked Estep 
Score: -9665218.000000 Penalty: 1118.719116
	Iteration 36Q: 3 clusters Score -9665218 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 209658 members 
Entering Unmasked Estep 
Score: -9667622.000000 Penalty: 1118.719116
	Iteration 37Q: 3 clusters Score -9667622 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 212251 members 
Entering Unmasked Estep 
Score: -9669698.000000 Penalty: 1118.719116
	Iteration 38Q: 3 clusters Score -9669698 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 214215 members 
Entering Unmasked Estep 
Score: -9671234.000000 Penalty: 1118.719116
	Iteration 39Q: 3 clusters Score -9671234 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 215586 members 
Entering Unmasked Estep 
Score: -9672482.000000 Penalty: 1118.719116
	Iteration 40F: 3 clusters Score -9672482 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 216682 members 
Entering Unmasked Estep 
Score: -9673382.000000 Penalty: 1118.719116
	Iteration 41Q: 3 clusters Score -9673382 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 217316 members 
Entering Unmasked Estep 
Score: -9673961.000000 Penalty: 1118.719116
	Iteration 42Q: 3 clusters Score -9673961 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 217682 members 
Entering Unmasked Estep 
Score: -9674240.000000 Penalty: 1118.719116
	Iteration 43Q: 3 clusters Score -9674240 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 217904 members 
Entering Unmasked Estep 
Score: -9674375.000000 Penalty: 1118.719116
	Iteration 44Q: 3 clusters Score -9674375 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 218021 members 
Entering Unmasked Estep 
Score: -9674462.000000 Penalty: 1118.719116
	Iteration 45Q: 3 clusters Score -9674462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218083 members 
Entering Unmasked Estep 
Score: -9674510.000000 Penalty: 1118.719116
	Iteration 46Q: 3 clusters Score -9674510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218126 members 
Entering Unmasked Estep 
Score: -9674544.000000 Penalty: 1118.719116
	Iteration 47Q: 3 clusters Score -9674544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218149 members 
Entering Unmasked Estep 
Score: -9674573.000000 Penalty: 1118.719116
	Iteration 48Q: 3 clusters Score -9674573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 218160 members 
Entering Unmasked Estep 
Score: -9674585.000000 Penalty: 1118.719116
	Iteration 49Q: 3 clusters Score -9674585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 218171 members 
Entering Unmasked Estep 
Score: -9674596.000000 Penalty: 1118.719116
	Iteration 50Q: 3 clusters Score -9674596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 218175 members 
Entering Unmasked Estep 
Score: -9674601.000000 Penalty: 1118.719116
	Iteration 51Q: 3 clusters Score -9674601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 218182 members 
Entering Unmasked Estep 
Score: -9674608.000000 Penalty: 1118.719116
	Iteration 52Q: 3 clusters Score -9674608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 218184 members 
Entering Unmasked Estep 
Score: -9674607.000000 Penalty: 1118.719116
	Iteration 53Q: 3 clusters Score -9674607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218185 members 
Entering Unmasked Estep 
Score: -9674611.000000 Penalty: 1118.719116
	Iteration 54Q: 3 clusters Score -9674611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218185 members 
Entering Unmasked Estep 
Score: -9674611.000000 Penalty: 1118.719116
	Iteration 55F: 3 clusters Score -9674611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -330678.687500 Penalty: 406.619507
	Iteration 0F: 2 clusters Score -330678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -325598.375000 Penalty: 813.239014
	Iteration 0F: 3 clusters Score -325598.4 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -327545.500000 Penalty: 813.239014
	Iteration 1F: 3 clusters Score -327545.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -327770.312500 Penalty: 813.239014
	Iteration 2F: 3 clusters Score -327770.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -328076.750000 Penalty: 813.239014
	Iteration 3F: 3 clusters Score -328076.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -328536.343750 Penalty: 813.239014
	Iteration 4F: 3 clusters Score -328536.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -328947.625000 Penalty: 813.239014
	Iteration 5F: 3 clusters Score -328947.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -329245.781250 Penalty: 813.239014
	Iteration 6F: 3 clusters Score -329245.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -329433.718750 Penalty: 813.239014
	Iteration 7Q: 3 clusters Score -329433.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -329558.656250 Penalty: 813.239014
	Iteration 8Q: 3 clusters Score -329558.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -329646.843750 Penalty: 813.239014
	Iteration 9Q: 3 clusters Score -329646.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -329704.156250 Penalty: 813.239014
	Iteration 10Q: 3 clusters Score -329704.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -329755.906250 Penalty: 813.239014
	Iteration 11Q: 3 clusters Score -329755.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -329790.562500 Penalty: 813.239014
	Iteration 12Q: 3 clusters Score -329790.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -329824.687500 Penalty: 813.239014
	Iteration 13Q: 3 clusters Score -329824.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -329852.531250 Penalty: 813.239014
	Iteration 14Q: 3 clusters Score -329852.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -329885.625000 Penalty: 813.239014
	Iteration 15Q: 3 clusters Score -329885.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -329910.875000 Penalty: 813.239014
	Iteration 16Q: 3 clusters Score -329910.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329937.781250 Penalty: 813.239014
	Iteration 17Q: 3 clusters Score -329937.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -329969.812500 Penalty: 813.239014
	Iteration 18Q: 3 clusters Score -329969.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -330008.312500 Penalty: 813.239014
	Iteration 19Q: 3 clusters Score -330008.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330043.937500 Penalty: 813.239014
	Iteration 20F: 3 clusters Score -330043.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -330076.093750 Penalty: 813.239014
	Iteration 21Q: 3 clusters Score -330076.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -330114.031250 Penalty: 813.239014
	Iteration 22Q: 3 clusters Score -330114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -330144.750000 Penalty: 813.239014
	Iteration 23Q: 3 clusters Score -330144.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -330179.218750 Penalty: 813.239014
	Iteration 24Q: 3 clusters Score -330179.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -330210.343750 Penalty: 813.239014
	Iteration 25Q: 3 clusters Score -330210.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -330236.718750 Penalty: 813.239014
	Iteration 26Q: 3 clusters Score -330236.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -330256.875000 Penalty: 813.239014
	Iteration 27Q: 3 clusters Score -330256.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -330278.000000 Penalty: 813.239014
	Iteration 28Q: 3 clusters Score -330278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -330302.093750 Penalty: 813.239014
	Iteration 29Q: 3 clusters Score -330302.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -330323.406250 Penalty: 813.239014
	Iteration 30Q: 3 clusters Score -330323.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -330338.625000 Penalty: 813.239014
	Iteration 31Q: 3 clusters Score -330338.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -330352.625000 Penalty: 813.239014
	Iteration 32Q: 3 clusters Score -330352.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -330364.500000 Penalty: 813.239014
	Iteration 33Q: 3 clusters Score -330364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -330374.562500 Penalty: 813.239014
	Iteration 34Q: 3 clusters Score -330374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -330381.062500 Penalty: 813.239014
	Iteration 35Q: 3 clusters Score -330381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -330386.156250 Penalty: 813.239014
	Iteration 36Q: 3 clusters Score -330386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -330388.406250 Penalty: 813.239014
	Iteration 37Q: 3 clusters Score -330388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -330391.218750 Penalty: 813.239014
	Iteration 38Q: 3 clusters Score -330391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -330392.968750 Penalty: 813.239014
	Iteration 39Q: 3 clusters Score -330393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -330395.937500 Penalty: 813.239014
	Iteration 40F: 3 clusters Score -330395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -330398.156250 Penalty: 813.239014
	Iteration 41Q: 3 clusters Score -330398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -330399.625000 Penalty: 813.239014
	Iteration 42Q: 3 clusters Score -330399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -330400.531250 Penalty: 813.239014
	Iteration 43Q: 3 clusters Score -330400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -330401.187500 Penalty: 813.239014
	Iteration 44Q: 3 clusters Score -330401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -330402.000000 Penalty: 813.239014
	Iteration 45Q: 3 clusters Score -330402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -330401.718750 Penalty: 813.239014
	Iteration 46Q: 3 clusters Score -330401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -330402.218750 Penalty: 813.239014
	Iteration 47Q: 3 clusters Score -330402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -330403.156250 Penalty: 813.239014
	Iteration 48Q: 3 clusters Score -330403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -330403.593750 Penalty: 813.239014
	Iteration 49Q: 3 clusters Score -330403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -330403.812500 Penalty: 813.239014
	Iteration 50Q: 3 clusters Score -330403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -330403.812500 Penalty: 813.239014
	Iteration 51F: 3 clusters Score -330403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Entering Unmasked Estep 
Score: -2361428.750000 Penalty: 495.392822
	Iteration 0F: 2 clusters Score -2361429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2325502.250000 Penalty: 990.785645
	Iteration 0F: 3 clusters Score -2325502 nChanged 25904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -2340609.000000 Penalty: 990.785645
	Iteration 1F: 3 clusters Score -2340609 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2340814.000000 Penalty: 990.785645
	Iteration 2Q: 3 clusters Score -2340814 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2341046.750000 Penalty: 990.785645
	Iteration 3Q: 3 clusters Score -2341047 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -2341314.250000 Penalty: 990.785645
	Iteration 4Q: 3 clusters Score -2341314 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -2341706.250000 Penalty: 990.785645
	Iteration 5Q: 3 clusters Score -2341706 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -2342353.000000 Penalty: 990.785645
	Iteration 6Q: 3 clusters Score -2342353 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2343587.250000 Penalty: 990.785645
	Iteration 7Q: 3 clusters Score -2343587 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -2345794.750000 Penalty: 990.785645
	Iteration 8F: 3 clusters Score -2345795 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -2349501.000000 Penalty: 990.785645
	Iteration 9F: 3 clusters Score -2349501 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -2354228.250000 Penalty: 990.785645
	Iteration 10F: 3 clusters Score -2354228 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -2358040.000000 Penalty: 990.785645
	Iteration 11F: 3 clusters Score -2358040 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -2359943.000000 Penalty: 990.785645
	Iteration 12Q: 3 clusters Score -2359943 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -2360639.000000 Penalty: 990.785645
	Iteration 13Q: 3 clusters Score -2360639 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -2360873.000000 Penalty: 990.785645
	Iteration 14Q: 3 clusters Score -2360873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -2360964.250000 Penalty: 990.785645
	Iteration 15Q: 3 clusters Score -2360964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -2360989.750000 Penalty: 990.785645
	Iteration 16Q: 3 clusters Score -2360990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -2361001.500000 Penalty: 990.785645
	Iteration 17Q: 3 clusters Score -2361002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -2361014.750000 Penalty: 990.785645
	Iteration 18Q: 3 clusters Score -2361015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -2361027.750000 Penalty: 990.785645
	Iteration 19Q: 3 clusters Score -2361028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -2361035.750000 Penalty: 990.785645
	Iteration 20F: 3 clusters Score -2361036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -2361038.000000 Penalty: 990.785645
	Iteration 21Q: 3 clusters Score -2361038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -2361041.250000 Penalty: 990.785645
	Iteration 22Q: 3 clusters Score -2361041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -2361043.750000 Penalty: 990.785645
	Iteration 23Q: 3 clusters Score -2361044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -2361042.500000 Penalty: 990.785645
	Iteration 24Q: 3 clusters Score -2361042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -2361042.500000 Penalty: 990.785645
	Iteration 25F: 3 clusters Score -2361042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -36413.546875 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -36413.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35660.453125 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -35660.45 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35865.136719 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35865.14 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35908.269531 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35908.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35945.179688 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35945.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35973.875000 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35973.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35994.164062 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -35994.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36010.503906 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -36010.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36021.144531 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -36021.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36036.457031 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -36036.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36060.355469 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -36060.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36075.015625 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -36075.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36084.511719 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -36084.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36099.281250 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -36099.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36109.152344 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -36109.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36117.972656 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -36117.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36125.593750 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -36125.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36133.242188 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -36133.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36140.621094 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -36140.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36146.777344 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -36146.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36152.226562 Penalty: 618.205444
	Iteration 19Q: 3 clusters Score -36152.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36158.765625 Penalty: 618.205444
	Iteration 20F: 3 clusters Score -36158.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36166.437500 Penalty: 618.205444
	Iteration 21Q: 3 clusters Score -36166.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36170.917969 Penalty: 618.205444
	Iteration 22Q: 3 clusters Score -36170.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36172.078125 Penalty: 618.205444
	Iteration 23Q: 3 clusters Score -36172.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36172.835938 Penalty: 618.205444
	Iteration 24Q: 3 clusters Score -36172.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36173.003906 Penalty: 618.205444
	Iteration 25Q: 3 clusters Score -36173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36173.003906 Penalty: 618.205444
	Iteration 26F: 3 clusters Score -36173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -75704.257812 Penalty: 340.920593
	Iteration 0F: 2 clusters Score -75704.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74391.914062 Penalty: 681.841187
	Iteration 0F: 3 clusters Score -74391.91 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -74820.000000 Penalty: 681.841187
	Iteration 1F: 3 clusters Score -74820 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74921.054688 Penalty: 681.841187
	Iteration 2F: 3 clusters Score -74921.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75027.390625 Penalty: 681.841187
	Iteration 3F: 3 clusters Score -75027.39 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75125.867188 Penalty: 681.841187
	Iteration 4F: 3 clusters Score -75125.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75202.851562 Penalty: 681.841187
	Iteration 5F: 3 clusters Score -75202.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75274.984375 Penalty: 681.841187
	Iteration 6F: 3 clusters Score -75274.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75344.359375 Penalty: 681.841187
	Iteration 7Q: 3 clusters Score -75344.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75380.109375 Penalty: 681.841187
	Iteration 8Q: 3 clusters Score -75380.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -75406.828125 Penalty: 681.841187
	Iteration 9Q: 3 clusters Score -75406.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -75434.234375 Penalty: 681.841187
	Iteration 10Q: 3 clusters Score -75434.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75456.273438 Penalty: 681.841187
	Iteration 11Q: 3 clusters Score -75456.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75471.835938 Penalty: 681.841187
	Iteration 12Q: 3 clusters Score -75471.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -75487.195312 Penalty: 681.841187
	Iteration 13Q: 3 clusters Score -75487.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75503.281250 Penalty: 681.841187
	Iteration 14Q: 3 clusters Score -75503.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -75515.195312 Penalty: 681.841187
	Iteration 15Q: 3 clusters Score -75515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -75522.515625 Penalty: 681.841187
	Iteration 16Q: 3 clusters Score -75522.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -75527.679688 Penalty: 681.841187
	Iteration 17Q: 3 clusters Score -75527.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -75532.109375 Penalty: 681.841187
	Iteration 18Q: 3 clusters Score -75532.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -75536.734375 Penalty: 681.841187
	Iteration 19Q: 3 clusters Score -75536.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -75542.242188 Penalty: 681.841187
	Iteration 20F: 3 clusters Score -75542.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -75546.507812 Penalty: 681.841187
	Iteration 21Q: 3 clusters Score -75546.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -75549.789062 Penalty: 681.841187
	Iteration 22Q: 3 clusters Score -75549.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75552.445312 Penalty: 681.841187
	Iteration 23Q: 3 clusters Score -75552.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -75555.632812 Penalty: 681.841187
	Iteration 24Q: 3 clusters Score -75555.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -75557.625000 Penalty: 681.841187
	Iteration 25Q: 3 clusters Score -75557.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -75558.531250 Penalty: 681.841187
	Iteration 26Q: 3 clusters Score -75558.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -75559.375000 Penalty: 681.841187
	Iteration 27Q: 3 clusters Score -75559.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -75560.539062 Penalty: 681.841187
	Iteration 28Q: 3 clusters Score -75560.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -75560.742188 Penalty: 681.841187
	Iteration 29Q: 3 clusters Score -75560.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -75560.742188 Penalty: 681.841187
	Iteration 30F: 3 clusters Score -75560.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Entering Unmasked Estep 
Score: -1615801.500000 Penalty: 481.822662
	Iteration 0F: 2 clusters Score -1615802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1589119.875000 Penalty: 963.645325
	Iteration 0F: 3 clusters Score -1589120 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1600873.875000 Penalty: 963.645325
	Iteration 1F: 3 clusters Score -1600874 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1602306.875000 Penalty: 963.645325
	Iteration 2F: 3 clusters Score -1602307 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1604861.625000 Penalty: 963.645325
	Iteration 3F: 3 clusters Score -1604862 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1608746.125000 Penalty: 963.645325
	Iteration 4F: 3 clusters Score -1608746 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1612547.625000 Penalty: 963.645325
	Iteration 5F: 3 clusters Score -1612548 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1614591.250000 Penalty: 963.645325
	Iteration 6Q: 3 clusters Score -1614591 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1615200.875000 Penalty: 963.645325
	Iteration 7Q: 3 clusters Score -1615201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1615315.000000 Penalty: 963.645325
	Iteration 8Q: 3 clusters Score -1615315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1615341.750000 Penalty: 963.645325
	Iteration 9Q: 3 clusters Score -1615342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1615357.000000 Penalty: 963.645325
	Iteration 10Q: 3 clusters Score -1615357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1615363.750000 Penalty: 963.645325
	Iteration 11Q: 3 clusters Score -1615364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1615371.625000 Penalty: 963.645325
	Iteration 12Q: 3 clusters Score -1615372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1615376.375000 Penalty: 963.645325
	Iteration 13Q: 3 clusters Score -1615376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1615377.875000 Penalty: 963.645325
	Iteration 14Q: 3 clusters Score -1615378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1615379.875000 Penalty: 963.645325
	Iteration 15Q: 3 clusters Score -1615380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1615379.875000 Penalty: 963.645325
	Iteration 16F: 3 clusters Score -1615380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 84310 members 
Mstep: Class 4 contains 104488 members 
Mstep: Class 5 contains 31298 members 
Mstep: Class 6 contains 281978 members 
Mstep: Class 7 contains 29653 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 226385 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 218298 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 53517 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 21 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949108.000000 Penalty: 10771.125977
Iteration 119Q: 18 clusters Score -4.694911e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 85031 members 
Mstep: Class 4 contains 103463 members 
Mstep: Class 5 contains 31473 members 
Mstep: Class 6 contains 281349 members 
Mstep: Class 7 contains 29497 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 226187 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 20569 members 
Mstep: Class 12 contains 219101 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 53766 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 21 contains 39705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949012.000000 Penalty: 10771.125977
Iteration 120F: 18 clusters Score -4.694901e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 85685 members 
Mstep: Class 4 contains 102418 members 
Mstep: Class 5 contains 31671 members 
Mstep: Class 6 contains 280709 members 
Mstep: Class 7 contains 29341 members 
Mstep: Class 8 contains 1149 members 
Mstep: Class 9 contains 226023 members 
Mstep: Class 10 contains 8766 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 219960 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 54002 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 21 contains 39702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948928.000000 Penalty: 10771.125977
Iteration 121Q: 18 clusters Score -4.694893e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 86364 members 
Mstep: Class 4 contains 101490 members 
Mstep: Class 5 contains 31851 members 
Mstep: Class 6 contains 279964 members 
Mstep: Class 7 contains 29186 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 225808 members 
Mstep: Class 10 contains 8787 members 
Mstep: Class 11 contains 20603 members 
Mstep: Class 12 contains 220862 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 54241 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 21 contains 39699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949088.000000 Penalty: 10771.125977
Iteration 122Q: 18 clusters Score -4.694909e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 87021 members 
Mstep: Class 4 contains 100608 members 
Mstep: Class 5 contains 32033 members 
Mstep: Class 6 contains 279110 members 
Mstep: Class 7 contains 29038 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 225597 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 20614 members 
Mstep: Class 12 contains 221845 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 54457 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 21 contains 39701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948836.000000 Penalty: 10771.125977
Iteration 123Q: 18 clusters Score -4.694884e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 87679 members 
Mstep: Class 4 contains 99716 members 
Mstep: Class 5 contains 32214 members 
Mstep: Class 6 contains 278387 members 
Mstep: Class 7 contains 28915 members 
Mstep: Class 8 contains 1145 members 
Mstep: Class 9 contains 225386 members 
Mstep: Class 10 contains 8833 members 
Mstep: Class 11 contains 20605 members 
Mstep: Class 12 contains 222730 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 54647 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 21 contains 39701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949040.000000 Penalty: 10771.125977
Iteration 124Q: 18 clusters Score -4.694904e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 88343 members 
Mstep: Class 4 contains 98957 members 
Mstep: Class 5 contains 32381 members 
Mstep: Class 6 contains 277655 members 
Mstep: Class 7 contains 28807 members 
Mstep: Class 8 contains 1143 members 
Mstep: Class 9 contains 225098 members 
Mstep: Class 10 contains 8859 members 
Mstep: Class 11 contains 20607 members 
Mstep: Class 12 contains 223583 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 54819 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1830 members 
Mstep: Class 21 contains 39691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949088.000000 Penalty: 10771.125977
Iteration 125Q: 18 clusters Score -4.694909e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 88993 members 
Mstep: Class 4 contains 98054 members 
Mstep: Class 5 contains 32566 members 
Mstep: Class 6 contains 276903 members 
Mstep: Class 7 contains 28717 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 224919 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 20610 members 
Mstep: Class 12 contains 224492 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 14 contains 54950 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 21 contains 39681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949372.000000 Penalty: 10771.125977
Iteration 126Q: 18 clusters Score -4.694937e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 89654 members 
Mstep: Class 4 contains 97213 members 
Mstep: Class 5 contains 32745 members 
Mstep: Class 6 contains 276024 members 
Mstep: Class 7 contains 28617 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 224779 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 225443 members 
Mstep: Class 13 contains 7780 members 
Mstep: Class 14 contains 55067 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1848 members 
Mstep: Class 21 contains 39673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949388.000000 Penalty: 10771.125977
Iteration 127Q: 18 clusters Score -4.694939e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 90322 members 
Mstep: Class 4 contains 96326 members 
Mstep: Class 5 contains 32931 members 
Mstep: Class 6 contains 275272 members 
Mstep: Class 7 contains 28513 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 224622 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 226340 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 55194 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 21 contains 39655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949096.000000 Penalty: 10771.125977
Iteration 128Q: 18 clusters Score -4.69491e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 90984 members 
Mstep: Class 4 contains 95500 members 
Mstep: Class 5 contains 33131 members 
Mstep: Class 6 contains 274500 members 
Mstep: Class 7 contains 28430 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 224386 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 11 contains 20547 members 
Mstep: Class 12 contains 227249 members 
Mstep: Class 13 contains 7846 members 
Mstep: Class 14 contains 55324 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 21 contains 39627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949232.000000 Penalty: 10771.125977
Iteration 129Q: 18 clusters Score -4.694923e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 91612 members 
Mstep: Class 4 contains 94719 members 
Mstep: Class 5 contains 33325 members 
Mstep: Class 6 contains 273709 members 
Mstep: Class 7 contains 28359 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 224106 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 20528 members 
Mstep: Class 12 contains 228200 members 
Mstep: Class 13 contains 7877 members 
Mstep: Class 14 contains 55461 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 21 contains 39607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948972.000000 Penalty: 10771.125977
Iteration 130Q: 18 clusters Score -4.694897e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 92204 members 
Mstep: Class 4 contains 93819 members 
Mstep: Class 5 contains 33519 members 
Mstep: Class 6 contains 273002 members 
Mstep: Class 7 contains 28293 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 223914 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 20509 members 
Mstep: Class 12 contains 229141 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 55599 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 21 contains 39592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948856.000000 Penalty: 10771.125977
Iteration 131Q: 18 clusters Score -4.694886e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 92826 members 
Mstep: Class 4 contains 92916 members 
Mstep: Class 5 contains 33737 members 
Mstep: Class 6 contains 272360 members 
Mstep: Class 7 contains 28217 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 223704 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 20498 members 
Mstep: Class 12 contains 229974 members 
Mstep: Class 13 contains 7946 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 16 contains 893 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948988.000000 Penalty: 10771.125977
Iteration 132Q: 18 clusters Score -4.694899e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 93431 members 
Mstep: Class 4 contains 92090 members 
Mstep: Class 5 contains 33940 members 
Mstep: Class 6 contains 271663 members 
Mstep: Class 7 contains 28152 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 223480 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 230841 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 55839 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 39585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948876.000000 Penalty: 10771.125977
Iteration 133Q: 18 clusters Score -4.694888e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 94038 members 
Mstep: Class 4 contains 91409 members 
Mstep: Class 5 contains 34158 members 
Mstep: Class 6 contains 270911 members 
Mstep: Class 7 contains 28083 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 223172 members 
Mstep: Class 10 contains 9046 members 
Mstep: Class 11 contains 20474 members 
Mstep: Class 12 contains 231688 members 
Mstep: Class 13 contains 7996 members 
Mstep: Class 14 contains 55951 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 39578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948748.000000 Penalty: 10771.125977
Iteration 134Q: 18 clusters Score -4.694875e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 94610 members 
Mstep: Class 4 contains 90731 members 
Mstep: Class 5 contains 34391 members 
Mstep: Class 6 contains 270112 members 
Mstep: Class 7 contains 28018 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 222897 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 20467 members 
Mstep: Class 12 contains 232572 members 
Mstep: Class 13 contains 8021 members 
Mstep: Class 14 contains 56054 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 39574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948860.000000 Penalty: 10771.125977
Iteration 135Q: 18 clusters Score -4.694886e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 95218 members 
Mstep: Class 4 contains 89821 members 
Mstep: Class 5 contains 34630 members 
Mstep: Class 6 contains 269485 members 
Mstep: Class 7 contains 27961 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 222697 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 20459 members 
Mstep: Class 12 contains 233394 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 56153 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948960.000000 Penalty: 10771.125977
Iteration 136Q: 18 clusters Score -4.694896e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 95787 members 
Mstep: Class 4 contains 89083 members 
Mstep: Class 5 contains 34871 members 
Mstep: Class 6 contains 268644 members 
Mstep: Class 7 contains 27909 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 222464 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 20452 members 
Mstep: Class 12 contains 234358 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 56236 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948672.000000 Penalty: 10771.125977
Iteration 137Q: 18 clusters Score -4.694867e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 96366 members 
Mstep: Class 4 contains 88250 members 
Mstep: Class 5 contains 35116 members 
Mstep: Class 6 contains 267875 members 
Mstep: Class 7 contains 27852 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 222292 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 20433 members 
Mstep: Class 12 contains 235264 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 56317 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948704.000000 Penalty: 10771.125977
Iteration 138Q: 18 clusters Score -4.69487e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 96941 members 
Mstep: Class 4 contains 87431 members 
Mstep: Class 5 contains 35340 members 
Mstep: Class 6 contains 267166 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 222093 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 20443 members 
Mstep: Class 12 contains 236141 members 
Mstep: Class 13 contains 8098 members 
Mstep: Class 14 contains 56390 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 39561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948704.000000 Penalty: 10771.125977
Iteration 139Q: 18 clusters Score -4.69487e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 97568 members 
Mstep: Class 4 contains 86592 members 
Mstep: Class 5 contains 35564 members 
Mstep: Class 6 contains 266386 members 
Mstep: Class 7 contains 27738 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 221932 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 237032 members 
Mstep: Class 13 contains 8115 members 
Mstep: Class 14 contains 56456 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948928.000000 Penalty: 10771.125977
Iteration 140F: 18 clusters Score -4.694893e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 98203 members 
Mstep: Class 4 contains 85780 members 
Mstep: Class 5 contains 35787 members 
Mstep: Class 6 contains 265615 members 
Mstep: Class 7 contains 27687 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 221777 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 20482 members 
Mstep: Class 12 contains 237862 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 56514 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 39526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948676.000000 Penalty: 10771.125977
Iteration 141Q: 18 clusters Score -4.694868e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 98851 members 
Mstep: Class 4 contains 85071 members 
Mstep: Class 5 contains 35990 members 
Mstep: Class 6 contains 264782 members 
Mstep: Class 7 contains 27631 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 221547 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 20506 members 
Mstep: Class 12 contains 238731 members 
Mstep: Class 13 contains 8148 members 
Mstep: Class 14 contains 56583 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948396.000000 Penalty: 10771.125977
Iteration 142Q: 18 clusters Score -4.69484e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 99577 members 
Mstep: Class 4 contains 84392 members 
Mstep: Class 5 contains 36164 members 
Mstep: Class 6 contains 263979 members 
Mstep: Class 7 contains 27592 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 221296 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 20513 members 
Mstep: Class 12 contains 239530 members 
Mstep: Class 13 contains 8155 members 
Mstep: Class 14 contains 56617 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 39511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948368.000000 Penalty: 10771.125977
Iteration 143Q: 18 clusters Score -4.694837e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 100349 members 
Mstep: Class 4 contains 83592 members 
Mstep: Class 5 contains 36333 members 
Mstep: Class 6 contains 263283 members 
Mstep: Class 7 contains 27554 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 221156 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 11 contains 20517 members 
Mstep: Class 12 contains 240231 members 
Mstep: Class 13 contains 8158 members 
Mstep: Class 14 contains 56630 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948272.000000 Penalty: 10771.125977
Iteration 144Q: 18 clusters Score -4.694827e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 101099 members 
Mstep: Class 4 contains 82795 members 
Mstep: Class 5 contains 36496 members 
Mstep: Class 6 contains 262567 members 
Mstep: Class 7 contains 27509 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 221034 members 
Mstep: Class 10 contains 9243 members 
Mstep: Class 11 contains 20515 members 
Mstep: Class 12 contains 240955 members 
Mstep: Class 13 contains 8159 members 
Mstep: Class 14 contains 56642 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 39508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948240.000000 Penalty: 10771.125977
Iteration 145Q: 18 clusters Score -4.694824e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 101825 members 
Mstep: Class 4 contains 82166 members 
Mstep: Class 5 contains 36663 members 
Mstep: Class 6 contains 261725 members 
Mstep: Class 7 contains 27474 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 220847 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 241773 members 
Mstep: Class 13 contains 8154 members 
Mstep: Class 14 contains 56620 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948172.000000 Penalty: 10771.125977
Iteration 146Q: 18 clusters Score -4.694817e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 102541 members 
Mstep: Class 4 contains 81378 members 
Mstep: Class 5 contains 36821 members 
Mstep: Class 6 contains 261052 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 220679 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 20474 members 
Mstep: Class 12 contains 242581 members 
Mstep: Class 13 contains 8164 members 
Mstep: Class 14 contains 56596 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948532.000000 Penalty: 10771.125977
Iteration 147Q: 18 clusters Score -4.694853e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 103255 members 
Mstep: Class 4 contains 80705 members 
Mstep: Class 5 contains 36971 members 
Mstep: Class 6 contains 260324 members 
Mstep: Class 7 contains 27404 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 220432 members 
Mstep: Class 10 contains 9318 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 243398 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 14 contains 56576 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948608.000000 Penalty: 10771.125977
Iteration 148Q: 18 clusters Score -4.694861e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 103999 members 
Mstep: Class 4 contains 79968 members 
Mstep: Class 5 contains 37108 members 
Mstep: Class 6 contains 259627 members 
Mstep: Class 7 contains 27382 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 220247 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 20452 members 
Mstep: Class 12 contains 244161 members 
Mstep: Class 13 contains 8169 members 
Mstep: Class 14 contains 56553 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948580.000000 Penalty: 10771.125977
Iteration 149Q: 18 clusters Score -4.694858e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 104750 members 
Mstep: Class 4 contains 79258 members 
Mstep: Class 5 contains 37228 members 
Mstep: Class 6 contains 258893 members 
Mstep: Class 7 contains 27346 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 220043 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 20462 members 
Mstep: Class 12 contains 244925 members 
Mstep: Class 13 contains 8171 members 
Mstep: Class 14 contains 56549 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948492.000000 Penalty: 10771.125977
Iteration 150Q: 18 clusters Score -4.694849e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 105524 members 
Mstep: Class 4 contains 78556 members 
Mstep: Class 5 contains 37342 members 
Mstep: Class 6 contains 258174 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 219831 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 20464 members 
Mstep: Class 12 contains 245644 members 
Mstep: Class 13 contains 8183 members 
Mstep: Class 14 contains 56547 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948456.000000 Penalty: 10771.125977
Iteration 151Q: 18 clusters Score -4.694846e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 106312 members 
Mstep: Class 4 contains 77945 members 
Mstep: Class 5 contains 37452 members 
Mstep: Class 6 contains 257374 members 
Mstep: Class 7 contains 27286 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 219625 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 20476 members 
Mstep: Class 12 contains 246361 members 
Mstep: Class 13 contains 8189 members 
Mstep: Class 14 contains 56537 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948396.000000 Penalty: 10771.125977
Iteration 152Q: 18 clusters Score -4.69484e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 107116 members 
Mstep: Class 4 contains 77391 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 256509 members 
Mstep: Class 7 contains 27252 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 219381 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 20480 members 
Mstep: Class 12 contains 247127 members 
Mstep: Class 13 contains 8206 members 
Mstep: Class 14 contains 56510 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 39534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948344.000000 Penalty: 10771.125977
Iteration 153Q: 18 clusters Score -4.694834e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 107917 members 
Mstep: Class 4 contains 76721 members 
Mstep: Class 5 contains 37670 members 
Mstep: Class 6 contains 255713 members 
Mstep: Class 7 contains 27206 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 219195 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 20500 members 
Mstep: Class 12 contains 247902 members 
Mstep: Class 13 contains 8207 members 
Mstep: Class 14 contains 56491 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 21 contains 39531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948248.000000 Penalty: 10771.125977
Iteration 154Q: 18 clusters Score -4.694825e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 108686 members 
Mstep: Class 4 contains 76079 members 
Mstep: Class 5 contains 37784 members 
Mstep: Class 6 contains 254797 members 
Mstep: Class 7 contains 27166 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 219002 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 11 contains 20511 members 
Mstep: Class 12 contains 248810 members 
Mstep: Class 13 contains 8213 members 
Mstep: Class 14 contains 56469 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 39524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948300.000000 Penalty: 10771.125977
Iteration 155Q: 18 clusters Score -4.69483e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 109433 members 
Mstep: Class 4 contains 75451 members 
Mstep: Class 5 contains 37911 members 
Mstep: Class 6 contains 253785 members 
Mstep: Class 7 contains 27130 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 218823 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 20532 members 
Mstep: Class 12 contains 249754 members 
Mstep: Class 13 contains 8220 members 
Mstep: Class 14 contains 56458 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 21 contains 39526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948368.000000 Penalty: 10771.125977
Iteration 156Q: 18 clusters Score -4.694837e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 110194 members 
Mstep: Class 4 contains 74942 members 
Mstep: Class 5 contains 38043 members 
Mstep: Class 6 contains 252611 members 
Mstep: Class 7 contains 27095 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 218594 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 20539 members 
Mstep: Class 12 contains 250801 members 
Mstep: Class 13 contains 8208 members 
Mstep: Class 14 contains 56448 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 39531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948268.000000 Penalty: 10771.125977
Iteration 157Q: 18 clusters Score -4.694827e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 110926 members 
Mstep: Class 4 contains 74419 members 
Mstep: Class 5 contains 38184 members 
Mstep: Class 6 contains 251511 members 
Mstep: Class 7 contains 27051 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 218292 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 251856 members 
Mstep: Class 13 contains 8206 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 39537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948448.000000 Penalty: 10771.125977
Iteration 158Q: 18 clusters Score -4.694845e+07 nChanged 4676
Entering ConstructFrom: 
Score: -46948448.000000 Penalty: 10771.125977
Entering ConstructFrom: 
Trying to split cluster 1 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -222979.750000 Penalty: 389.726227
	Iteration 0F: 2 clusters Score -222979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -219461.937500 Penalty: 779.452454
	Iteration 0F: 3 clusters Score -219461.9 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -221194.031250 Penalty: 779.452454
	Iteration 1F: 3 clusters Score -221194 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -221561.828125 Penalty: 779.452454
	Iteration 2F: 3 clusters Score -221561.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -221920.562500 Penalty: 779.452454
	Iteration 3F: 3 clusters Score -221920.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -222234.078125 Penalty: 779.452454
	Iteration 4F: 3 clusters Score -222234.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -222458.390625 Penalty: 779.452454
	Iteration 5F: 3 clusters Score -222458.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -222558.093750 Penalty: 779.452454
	Iteration 6Q: 3 clusters Score -222558.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -222594.890625 Penalty: 779.452454
	Iteration 7Q: 3 clusters Score -222594.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -222617.109375 Penalty: 779.452454
	Iteration 8Q: 3 clusters Score -222617.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222635.703125 Penalty: 779.452454
	Iteration 9Q: 3 clusters Score -222635.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -222651.015625 Penalty: 779.452454
	Iteration 10Q: 3 clusters Score -222651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -222664.062500 Penalty: 779.452454
	Iteration 11Q: 3 clusters Score -222664.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -222673.953125 Penalty: 779.452454
	Iteration 12Q: 3 clusters Score -222674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -222678.375000 Penalty: 779.452454
	Iteration 13Q: 3 clusters Score -222678.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -222682.171875 Penalty: 779.452454
	Iteration 14Q: 3 clusters Score -222682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -222684.140625 Penalty: 779.452454
	Iteration 15Q: 3 clusters Score -222684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222687.421875 Penalty: 779.452454
	Iteration 16Q: 3 clusters Score -222687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -222691.046875 Penalty: 779.452454
	Iteration 17Q: 3 clusters Score -222691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -222695.562500 Penalty: 779.452454
	Iteration 18Q: 3 clusters Score -222695.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222700.531250 Penalty: 779.452454
	Iteration 19Q: 3 clusters Score -222700.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -222708.500000 Penalty: 779.452454
	Iteration 20F: 3 clusters Score -222708.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222716.968750 Penalty: 779.452454
	Iteration 21Q: 3 clusters Score -222717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -222724.125000 Penalty: 779.452454
	Iteration 22Q: 3 clusters Score -222724.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222731.484375 Penalty: 779.452454
	Iteration 23Q: 3 clusters Score -222731.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -222737.593750 Penalty: 779.452454
	Iteration 24Q: 3 clusters Score -222737.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -222748.046875 Penalty: 779.452454
	Iteration 25Q: 3 clusters Score -222748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -222756.875000 Penalty: 779.452454
	Iteration 26Q: 3 clusters Score -222756.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222763.765625 Penalty: 779.452454
	Iteration 27Q: 3 clusters Score -222763.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222768.359375 Penalty: 779.452454
	Iteration 28Q: 3 clusters Score -222768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -222772.406250 Penalty: 779.452454
	Iteration 29Q: 3 clusters Score -222772.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222777.937500 Penalty: 779.452454
	Iteration 30Q: 3 clusters Score -222777.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222784.546875 Penalty: 779.452454
	Iteration 31Q: 3 clusters Score -222784.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -222790.156250 Penalty: 779.452454
	Iteration 32Q: 3 clusters Score -222790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222795.312500 Penalty: 779.452454
	Iteration 33Q: 3 clusters Score -222795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -222796.718750 Penalty: 779.452454
	Iteration 34Q: 3 clusters Score -222796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -222798.109375 Penalty: 779.452454
	Iteration 35Q: 3 clusters Score -222798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -222797.921875 Penalty: 779.452454
	Iteration 36Q: 3 clusters Score -222797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222798.328125 Penalty: 779.452454
	Iteration 37Q: 3 clusters Score -222798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222798.328125 Penalty: 779.452454
	Iteration 38F: 3 clusters Score -222798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -8284.923828 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -8284.924 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 151 members 
Entering Unmasked Estep 
Score: -7981.874023 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -7981.874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8138.614258 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -8138.614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8324.983398 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -8324.983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8364.201172 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -8364.201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8388.849609 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -8388.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8398.012695 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -8398.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8403.478516 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -8403.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8406.125977 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -8406.126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8409.596680 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -8409.597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8412.239258 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -8412.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8412.239258 Penalty: 510.461945
	Iteration 10F: 3 clusters Score -8412.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 56 members 
Mstep: Class 3 contains 111707 members 
Mstep: Class 4 contains 73963 members 
Mstep: Class 5 contains 38306 members 
Mstep: Class 6 contains 250289 members 
Mstep: Class 7 contains 27001 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 217940 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 252999 members 
Mstep: Class 13 contains 8218 members 
Mstep: Class 14 contains 56495 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39530 members 
Entering Unmasked Estep 
Score: -46947676.000000 Penalty: 11404.721680
Splitting cluster 2 changes total score from -46948448.000000 to -46947676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (111707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Entering Unmasked Estep 
Score: -4900949.000000 Penalty: 528.875366
	Iteration 0F: 2 clusters Score -4900949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -4825173.000000 Penalty: 1057.750732
	Iteration 0F: 3 clusters Score -4825173 nChanged 54721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -4861164.500000 Penalty: 1057.750732
	Iteration 1F: 3 clusters Score -4861164 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -4865105.000000 Penalty: 1057.750732
	Iteration 2F: 3 clusters Score -4865105 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -4870964.000000 Penalty: 1057.750732
	Iteration 3F: 3 clusters Score -4870964 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -4877912.500000 Penalty: 1057.750732
	Iteration 4F: 3 clusters Score -4877912 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -4883537.000000 Penalty: 1057.750732
	Iteration 5F: 3 clusters Score -4883537 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -4886495.500000 Penalty: 1057.750732
	Iteration 6Q: 3 clusters Score -4886496 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -4888250.500000 Penalty: 1057.750732
	Iteration 7Q: 3 clusters Score -4888250 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -4889729.000000 Penalty: 1057.750732
	Iteration 8Q: 3 clusters Score -4889729 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -4891001.500000 Penalty: 1057.750732
	Iteration 9Q: 3 clusters Score -4891002 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -4892140.000000 Penalty: 1057.750732
	Iteration 10Q: 3 clusters Score -4892140 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -4893159.000000 Penalty: 1057.750732
	Iteration 11Q: 3 clusters Score -4893159 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -4894048.000000 Penalty: 1057.750732
	Iteration 12Q: 3 clusters Score -4894048 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -4894761.500000 Penalty: 1057.750732
	Iteration 13Q: 3 clusters Score -4894762 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -4895282.000000 Penalty: 1057.750732
	Iteration 14Q: 3 clusters Score -4895282 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -4895820.000000 Penalty: 1057.750732
	Iteration 15Q: 3 clusters Score -4895820 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -4896296.000000 Penalty: 1057.750732
	Iteration 16Q: 3 clusters Score -4896296 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -4896715.000000 Penalty: 1057.750732
	Iteration 17Q: 3 clusters Score -4896715 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -4897081.000000 Penalty: 1057.750732
	Iteration 18Q: 3 clusters Score -4897081 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -4897397.000000 Penalty: 1057.750732
	Iteration 19Q: 3 clusters Score -4897397 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -4897694.500000 Penalty: 1057.750732
	Iteration 20F: 3 clusters Score -4897694 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -4897901.000000 Penalty: 1057.750732
	Iteration 21Q: 3 clusters Score -4897901 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -4898089.000000 Penalty: 1057.750732
	Iteration 22Q: 3 clusters Score -4898089 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -4898261.000000 Penalty: 1057.750732
	Iteration 23Q: 3 clusters Score -4898261 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -4898395.500000 Penalty: 1057.750732
	Iteration 24Q: 3 clusters Score -4898396 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -4898495.000000 Penalty: 1057.750732
	Iteration 25Q: 3 clusters Score -4898495 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -4898589.000000 Penalty: 1057.750732
	Iteration 26Q: 3 clusters Score -4898589 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -4898663.500000 Penalty: 1057.750732
	Iteration 27Q: 3 clusters Score -4898664 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -4898750.000000 Penalty: 1057.750732
	Iteration 28Q: 3 clusters Score -4898750 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -4898828.000000 Penalty: 1057.750732
	Iteration 29Q: 3 clusters Score -4898828 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -4898900.000000 Penalty: 1057.750732
	Iteration 30Q: 3 clusters Score -4898900 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -4898953.500000 Penalty: 1057.750732
	Iteration 31Q: 3 clusters Score -4898954 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -4899020.500000 Penalty: 1057.750732
	Iteration 32Q: 3 clusters Score -4899020 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -4899059.500000 Penalty: 1057.750732
	Iteration 33Q: 3 clusters Score -4899060 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -4899085.500000 Penalty: 1057.750732
	Iteration 34Q: 3 clusters Score -4899086 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 100619 members 
Entering Unmasked Estep 
Score: -4899123.500000 Penalty: 1057.750732
	Iteration 35Q: 3 clusters Score -4899124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -4899177.500000 Penalty: 1057.750732
	Iteration 36Q: 3 clusters Score -4899178 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -4899198.500000 Penalty: 1057.750732
	Iteration 37Q: 3 clusters Score -4899198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -4899229.500000 Penalty: 1057.750732
	Iteration 38Q: 3 clusters Score -4899230 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -4899253.000000 Penalty: 1057.750732
	Iteration 39Q: 3 clusters Score -4899253 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -4899272.000000 Penalty: 1057.750732
	Iteration 40F: 3 clusters Score -4899272 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -4899298.500000 Penalty: 1057.750732
	Iteration 41Q: 3 clusters Score -4899298 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -4899333.000000 Penalty: 1057.750732
	Iteration 42Q: 3 clusters Score -4899333 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -4899369.000000 Penalty: 1057.750732
	Iteration 43Q: 3 clusters Score -4899369 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -4899385.000000 Penalty: 1057.750732
	Iteration 44Q: 3 clusters Score -4899385 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -4899407.500000 Penalty: 1057.750732
	Iteration 45Q: 3 clusters Score -4899408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -4899437.500000 Penalty: 1057.750732
	Iteration 46Q: 3 clusters Score -4899438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -4899474.500000 Penalty: 1057.750732
	Iteration 47Q: 3 clusters Score -4899474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -4899511.000000 Penalty: 1057.750732
	Iteration 48Q: 3 clusters Score -4899511 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -4899548.500000 Penalty: 1057.750732
	Iteration 49Q: 3 clusters Score -4899548 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -4899576.500000 Penalty: 1057.750732
	Iteration 50Q: 3 clusters Score -4899576 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -4899601.500000 Penalty: 1057.750732
	Iteration 51Q: 3 clusters Score -4899602 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -4899620.500000 Penalty: 1057.750732
	Iteration 52Q: 3 clusters Score -4899620 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -4899640.500000 Penalty: 1057.750732
	Iteration 53Q: 3 clusters Score -4899640 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -4899664.500000 Penalty: 1057.750732
	Iteration 54Q: 3 clusters Score -4899664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -4899691.000000 Penalty: 1057.750732
	Iteration 55Q: 3 clusters Score -4899691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -4899733.500000 Penalty: 1057.750732
	Iteration 56Q: 3 clusters Score -4899734 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -4899762.500000 Penalty: 1057.750732
	Iteration 57Q: 3 clusters Score -4899762 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -4899784.000000 Penalty: 1057.750732
	Iteration 58Q: 3 clusters Score -4899784 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 104454 members 
Entering Unmasked Estep 
Score: -4899801.000000 Penalty: 1057.750732
	Iteration 59Q: 3 clusters Score -4899801 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -4899832.000000 Penalty: 1057.750732
	Iteration 60F: 3 clusters Score -4899832 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -4899853.000000 Penalty: 1057.750732
	Iteration 61Q: 3 clusters Score -4899853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -4899868.000000 Penalty: 1057.750732
	Iteration 62Q: 3 clusters Score -4899868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -4899879.500000 Penalty: 1057.750732
	Iteration 63Q: 3 clusters Score -4899880 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -4899914.000000 Penalty: 1057.750732
	Iteration 64Q: 3 clusters Score -4899914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 105364 members 
Entering Unmasked Estep 
Score: -4899946.000000 Penalty: 1057.750732
	Iteration 65Q: 3 clusters Score -4899946 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -4899977.000000 Penalty: 1057.750732
	Iteration 66Q: 3 clusters Score -4899977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -4899989.000000 Penalty: 1057.750732
	Iteration 67Q: 3 clusters Score -4899989 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -4900000.500000 Penalty: 1057.750732
	Iteration 68Q: 3 clusters Score -4900000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -4899997.000000 Penalty: 1057.750732
	Iteration 69Q: 3 clusters Score -4899997 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -4900019.000000 Penalty: 1057.750732
	Iteration 70Q: 3 clusters Score -4900019 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -4900049.000000 Penalty: 1057.750732
	Iteration 71Q: 3 clusters Score -4900049 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -4900057.000000 Penalty: 1057.750732
	Iteration 72Q: 3 clusters Score -4900057 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -4900075.000000 Penalty: 1057.750732
	Iteration 73Q: 3 clusters Score -4900075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -4900104.500000 Penalty: 1057.750732
	Iteration 74Q: 3 clusters Score -4900104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -4900128.500000 Penalty: 1057.750732
	Iteration 75Q: 3 clusters Score -4900128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -4900148.000000 Penalty: 1057.750732
	Iteration 76Q: 3 clusters Score -4900148 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -4900184.000000 Penalty: 1057.750732
	Iteration 77Q: 3 clusters Score -4900184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -4900207.000000 Penalty: 1057.750732
	Iteration 78Q: 3 clusters Score -4900207 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -4900220.000000 Penalty: 1057.750732
	Iteration 79Q: 3 clusters Score -4900220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -4900240.500000 Penalty: 1057.750732
	Iteration 80F: 3 clusters Score -4900240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -4900269.500000 Penalty: 1057.750732
	Iteration 81Q: 3 clusters Score -4900270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -4900290.000000 Penalty: 1057.750732
	Iteration 82Q: 3 clusters Score -4900290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -4900295.000000 Penalty: 1057.750732
	Iteration 83Q: 3 clusters Score -4900295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -4900316.500000 Penalty: 1057.750732
	Iteration 84Q: 3 clusters Score -4900316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -4900328.500000 Penalty: 1057.750732
	Iteration 85Q: 3 clusters Score -4900328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -4900336.000000 Penalty: 1057.750732
	Iteration 86Q: 3 clusters Score -4900336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -4900349.500000 Penalty: 1057.750732
	Iteration 87Q: 3 clusters Score -4900350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -4900367.500000 Penalty: 1057.750732
	Iteration 88Q: 3 clusters Score -4900368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -4900367.500000 Penalty: 1057.750732
	Iteration 89Q: 3 clusters Score -4900368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -4900372.000000 Penalty: 1057.750732
	Iteration 90Q: 3 clusters Score -4900372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -4900386.500000 Penalty: 1057.750732
	Iteration 91Q: 3 clusters Score -4900386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -4900386.500000 Penalty: 1057.750732
	Iteration 92Q: 3 clusters Score -4900386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 108079 members 
Entering Unmasked Estep 
Score: -4900399.500000 Penalty: 1057.750732
	Iteration 93Q: 3 clusters Score -4900400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -4900421.500000 Penalty: 1057.750732
	Iteration 94Q: 3 clusters Score -4900422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -4900430.000000 Penalty: 1057.750732
	Iteration 95Q: 3 clusters Score -4900430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -4900441.000000 Penalty: 1057.750732
	Iteration 96Q: 3 clusters Score -4900441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -4900454.500000 Penalty: 1057.750732
	Iteration 97Q: 3 clusters Score -4900454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -4900459.500000 Penalty: 1057.750732
	Iteration 98Q: 3 clusters Score -4900460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -4900464.500000 Penalty: 1057.750732
	Iteration 99Q: 3 clusters Score -4900464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -4900459.500000 Penalty: 1057.750732
	Iteration 100F: 3 clusters Score -4900460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -4900467.500000 Penalty: 1057.750732
	Iteration 101Q: 3 clusters Score -4900468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -4900469.000000 Penalty: 1057.750732
	Iteration 102Q: 3 clusters Score -4900469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -4900487.000000 Penalty: 1057.750732
	Iteration 103Q: 3 clusters Score -4900487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -4900502.500000 Penalty: 1057.750732
	Iteration 104Q: 3 clusters Score -4900502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -4900510.000000 Penalty: 1057.750732
	Iteration 105Q: 3 clusters Score -4900510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -4900507.500000 Penalty: 1057.750732
	Iteration 106Q: 3 clusters Score -4900508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -4900502.000000 Penalty: 1057.750732
	Iteration 107Q: 3 clusters Score -4900502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -4900503.500000 Penalty: 1057.750732
	Iteration 108Q: 3 clusters Score -4900504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -4900499.500000 Penalty: 1057.750732
	Iteration 109Q: 3 clusters Score -4900500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -4900503.500000 Penalty: 1057.750732
	Iteration 110Q: 3 clusters Score -4900504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -4900503.500000 Penalty: 1057.750732
	Iteration 111Q: 3 clusters Score -4900504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -4900505.500000 Penalty: 1057.750732
	Iteration 112Q: 3 clusters Score -4900506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -4900514.500000 Penalty: 1057.750732
	Iteration 113Q: 3 clusters Score -4900514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -4900517.000000 Penalty: 1057.750732
	Iteration 114Q: 3 clusters Score -4900517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -4900522.500000 Penalty: 1057.750732
	Iteration 115Q: 3 clusters Score -4900522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -4900524.500000 Penalty: 1057.750732
	Iteration 116Q: 3 clusters Score -4900524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -4900532.500000 Penalty: 1057.750732
	Iteration 117Q: 3 clusters Score -4900532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -4900529.500000 Penalty: 1057.750732
	Iteration 118Q: 3 clusters Score -4900530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -4900535.000000 Penalty: 1057.750732
	Iteration 119Q: 3 clusters Score -4900535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -4900531.500000 Penalty: 1057.750732
	Iteration 120F: 3 clusters Score -4900532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -4900535.000000 Penalty: 1057.750732
	Iteration 121Q: 3 clusters Score -4900535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -4900535.500000 Penalty: 1057.750732
	Iteration 122Q: 3 clusters Score -4900536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -4900534.500000 Penalty: 1057.750732
	Iteration 123Q: 3 clusters Score -4900534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -4900543.500000 Penalty: 1057.750732
	Iteration 124Q: 3 clusters Score -4900544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 108894 members 
Entering Unmasked Estep 
Score: -4900541.000000 Penalty: 1057.750732
	Iteration 125Q: 3 clusters Score -4900541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -4900530.500000 Penalty: 1057.750732
	Iteration 126Q: 3 clusters Score -4900530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -4900535.000000 Penalty: 1057.750732
	Iteration 127Q: 3 clusters Score -4900535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -4900533.000000 Penalty: 1057.750732
	Iteration 128Q: 3 clusters Score -4900533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -4900534.000000 Penalty: 1057.750732
	Iteration 129Q: 3 clusters Score -4900534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -4900535.500000 Penalty: 1057.750732
	Iteration 130Q: 3 clusters Score -4900536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -4900537.000000 Penalty: 1057.750732
	Iteration 131Q: 3 clusters Score -4900537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -4900536.500000 Penalty: 1057.750732
	Iteration 132Q: 3 clusters Score -4900536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -4900538.000000 Penalty: 1057.750732
	Iteration 133Q: 3 clusters Score -4900538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -4900537.000000 Penalty: 1057.750732
	Iteration 134Q: 3 clusters Score -4900537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -4900539.000000 Penalty: 1057.750732
	Iteration 135Q: 3 clusters Score -4900539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -4900539.000000 Penalty: 1057.750732
	Iteration 136F: 3 clusters Score -4900539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Entering Unmasked Estep 
Score: -3384173.000000 Penalty: 510.115051
	Iteration 0F: 2 clusters Score -3384173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3334248.250000 Penalty: 1020.230103
	Iteration 0F: 3 clusters Score -3334248 nChanged 36009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3355539.500000 Penalty: 1020.230103
	Iteration 1F: 3 clusters Score -3355540 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3356126.000000 Penalty: 1020.230103
	Iteration 2Q: 3 clusters Score -3356126 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3356943.000000 Penalty: 1020.230103
	Iteration 3Q: 3 clusters Score -3356943 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3358245.000000 Penalty: 1020.230103
	Iteration 4Q: 3 clusters Score -3358245 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3360397.250000 Penalty: 1020.230103
	Iteration 5F: 3 clusters Score -3360397 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3363491.000000 Penalty: 1020.230103
	Iteration 6F: 3 clusters Score -3363491 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3367029.000000 Penalty: 1020.230103
	Iteration 7F: 3 clusters Score -3367029 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -3369437.500000 Penalty: 1020.230103
	Iteration 8F: 3 clusters Score -3369438 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3370332.500000 Penalty: 1020.230103
	Iteration 9Q: 3 clusters Score -3370332 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3370680.000000 Penalty: 1020.230103
	Iteration 10Q: 3 clusters Score -3370680 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3370873.250000 Penalty: 1020.230103
	Iteration 11Q: 3 clusters Score -3370873 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3371067.750000 Penalty: 1020.230103
	Iteration 12Q: 3 clusters Score -3371068 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3371313.000000 Penalty: 1020.230103
	Iteration 13Q: 3 clusters Score -3371313 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3371626.500000 Penalty: 1020.230103
	Iteration 14Q: 3 clusters Score -3371626 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3371958.500000 Penalty: 1020.230103
	Iteration 15Q: 3 clusters Score -3371958 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3372332.250000 Penalty: 1020.230103
	Iteration 16Q: 3 clusters Score -3372332 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3372778.000000 Penalty: 1020.230103
	Iteration 17Q: 3 clusters Score -3372778 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3373243.750000 Penalty: 1020.230103
	Iteration 18Q: 3 clusters Score -3373244 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3373839.500000 Penalty: 1020.230103
	Iteration 19Q: 3 clusters Score -3373840 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3374573.250000 Penalty: 1020.230103
	Iteration 20F: 3 clusters Score -3374573 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3375355.250000 Penalty: 1020.230103
	Iteration 21Q: 3 clusters Score -3375355 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3376218.000000 Penalty: 1020.230103
	Iteration 22Q: 3 clusters Score -3376218 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3377194.500000 Penalty: 1020.230103
	Iteration 23Q: 3 clusters Score -3377194 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3378161.750000 Penalty: 1020.230103
	Iteration 24Q: 3 clusters Score -3378162 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3379102.000000 Penalty: 1020.230103
	Iteration 25Q: 3 clusters Score -3379102 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3379956.000000 Penalty: 1020.230103
	Iteration 26Q: 3 clusters Score -3379956 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3380726.000000 Penalty: 1020.230103
	Iteration 27Q: 3 clusters Score -3380726 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3381411.500000 Penalty: 1020.230103
	Iteration 28Q: 3 clusters Score -3381412 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3381972.500000 Penalty: 1020.230103
	Iteration 29Q: 3 clusters Score -3381972 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3382348.000000 Penalty: 1020.230103
	Iteration 30Q: 3 clusters Score -3382348 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3382671.000000 Penalty: 1020.230103
	Iteration 31Q: 3 clusters Score -3382671 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3382906.750000 Penalty: 1020.230103
	Iteration 32Q: 3 clusters Score -3382907 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3383077.500000 Penalty: 1020.230103
	Iteration 33Q: 3 clusters Score -3383078 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3383189.000000 Penalty: 1020.230103
	Iteration 34Q: 3 clusters Score -3383189 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3383277.000000 Penalty: 1020.230103
	Iteration 35Q: 3 clusters Score -3383277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3383348.000000 Penalty: 1020.230103
	Iteration 36Q: 3 clusters Score -3383348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3383393.000000 Penalty: 1020.230103
	Iteration 37Q: 3 clusters Score -3383393 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3383458.000000 Penalty: 1020.230103
	Iteration 38Q: 3 clusters Score -3383458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3383507.250000 Penalty: 1020.230103
	Iteration 39Q: 3 clusters Score -3383507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3383536.500000 Penalty: 1020.230103
	Iteration 40F: 3 clusters Score -3383536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3383570.500000 Penalty: 1020.230103
	Iteration 41Q: 3 clusters Score -3383570 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3383609.500000 Penalty: 1020.230103
	Iteration 42Q: 3 clusters Score -3383610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3383644.250000 Penalty: 1020.230103
	Iteration 43Q: 3 clusters Score -3383644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3383662.250000 Penalty: 1020.230103
	Iteration 44Q: 3 clusters Score -3383662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3383678.750000 Penalty: 1020.230103
	Iteration 45Q: 3 clusters Score -3383679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3383702.000000 Penalty: 1020.230103
	Iteration 46Q: 3 clusters Score -3383702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3383715.750000 Penalty: 1020.230103
	Iteration 47Q: 3 clusters Score -3383716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3383714.500000 Penalty: 1020.230103
	Iteration 48Q: 3 clusters Score -3383714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3383721.250000 Penalty: 1020.230103
	Iteration 49Q: 3 clusters Score -3383721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3383726.500000 Penalty: 1020.230103
	Iteration 50Q: 3 clusters Score -3383726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3383731.000000 Penalty: 1020.230103
	Iteration 51Q: 3 clusters Score -3383731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3383726.500000 Penalty: 1020.230103
	Iteration 52Q: 3 clusters Score -3383726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3383734.000000 Penalty: 1020.230103
	Iteration 53Q: 3 clusters Score -3383734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3383741.750000 Penalty: 1020.230103
	Iteration 54Q: 3 clusters Score -3383742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3383746.000000 Penalty: 1020.230103
	Iteration 55Q: 3 clusters Score -3383746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3383751.000000 Penalty: 1020.230103
	Iteration 56Q: 3 clusters Score -3383751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3383748.750000 Penalty: 1020.230103
	Iteration 57Q: 3 clusters Score -3383749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3383748.750000 Penalty: 1020.230103
	Iteration 58F: 3 clusters Score -3383749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Entering Unmasked Estep 
Score: -1646328.500000 Penalty: 480.177979
	Iteration 0F: 2 clusters Score -1646328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1620494.125000 Penalty: 960.355957
	Iteration 0F: 3 clusters Score -1620494 nChanged 18537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1632543.125000 Penalty: 960.355957
	Iteration 1F: 3 clusters Score -1632543 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1633781.375000 Penalty: 960.355957
	Iteration 2F: 3 clusters Score -1633781 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1635709.500000 Penalty: 960.355957
	Iteration 3F: 3 clusters Score -1635710 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1638404.250000 Penalty: 960.355957
	Iteration 4F: 3 clusters Score -1638404 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1641218.750000 Penalty: 960.355957
	Iteration 5F: 3 clusters Score -1641219 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1643335.000000 Penalty: 960.355957
	Iteration 6F: 3 clusters Score -1643335 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1644469.500000 Penalty: 960.355957
	Iteration 7Q: 3 clusters Score -1644470 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1645016.625000 Penalty: 960.355957
	Iteration 8Q: 3 clusters Score -1645017 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1645400.750000 Penalty: 960.355957
	Iteration 9Q: 3 clusters Score -1645401 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1645626.625000 Penalty: 960.355957
	Iteration 10Q: 3 clusters Score -1645627 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1645767.375000 Penalty: 960.355957
	Iteration 11Q: 3 clusters Score -1645767 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1645824.625000 Penalty: 960.355957
	Iteration 12Q: 3 clusters Score -1645825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1645857.375000 Penalty: 960.355957
	Iteration 13Q: 3 clusters Score -1645857 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1645882.375000 Penalty: 960.355957
	Iteration 14Q: 3 clusters Score -1645882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1645904.375000 Penalty: 960.355957
	Iteration 15Q: 3 clusters Score -1645904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1645914.750000 Penalty: 960.355957
	Iteration 16Q: 3 clusters Score -1645915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1645925.000000 Penalty: 960.355957
	Iteration 17Q: 3 clusters Score -1645925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1645925.500000 Penalty: 960.355957
	Iteration 18Q: 3 clusters Score -1645926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1645932.250000 Penalty: 960.355957
	Iteration 19Q: 3 clusters Score -1645932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1645941.000000 Penalty: 960.355957
	Iteration 20F: 3 clusters Score -1645941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1645942.000000 Penalty: 960.355957
	Iteration 21Q: 3 clusters Score -1645942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1645949.000000 Penalty: 960.355957
	Iteration 22Q: 3 clusters Score -1645949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1645946.875000 Penalty: 960.355957
	Iteration 23Q: 3 clusters Score -1645947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1645952.875000 Penalty: 960.355957
	Iteration 24Q: 3 clusters Score -1645953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1645954.875000 Penalty: 960.355957
	Iteration 25Q: 3 clusters Score -1645955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1645951.625000 Penalty: 960.355957
	Iteration 26Q: 3 clusters Score -1645952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1645953.625000 Penalty: 960.355957
	Iteration 27Q: 3 clusters Score -1645954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1645954.625000 Penalty: 960.355957
	Iteration 28Q: 3 clusters Score -1645955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1645955.250000 Penalty: 960.355957
	Iteration 29Q: 3 clusters Score -1645955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1645955.500000 Penalty: 960.355957
	Iteration 30Q: 3 clusters Score -1645956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1645949.875000 Penalty: 960.355957
	Iteration 31Q: 3 clusters Score -1645950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1645952.625000 Penalty: 960.355957
	Iteration 32Q: 3 clusters Score -1645953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1645952.375000 Penalty: 960.355957
	Iteration 33Q: 3 clusters Score -1645952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1645951.750000 Penalty: 960.355957
	Iteration 34Q: 3 clusters Score -1645952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1645952.500000 Penalty: 960.355957
	Iteration 35Q: 3 clusters Score -1645952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1645952.250000 Penalty: 960.355957
	Iteration 36Q: 3 clusters Score -1645952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1645952.875000 Penalty: 960.355957
	Iteration 37Q: 3 clusters Score -1645953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1645952.875000 Penalty: 960.355957
	Iteration 38F: 3 clusters Score -1645953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (250289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250289 members 
Entering Unmasked Estep 
Score: -11205248.000000 Penalty: 565.581909
	Iteration 0F: 2 clusters Score -1.120525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -11035552.000000 Penalty: 1131.163818
	Iteration 0F: 3 clusters Score -1.103555e+07 nChanged 123206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -11119192.000000 Penalty: 1131.163818
	Iteration 1F: 3 clusters Score -1.111919e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -11125294.000000 Penalty: 1131.163818
	Iteration 2Q: 3 clusters Score -1.112529e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -11134938.000000 Penalty: 1131.163818
	Iteration 3F: 3 clusters Score -1.113494e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -11147435.000000 Penalty: 1131.163818
	Iteration 4F: 3 clusters Score -1.114744e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -11157740.000000 Penalty: 1131.163818
	Iteration 5F: 3 clusters Score -1.115774e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160542 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -11161834.000000 Penalty: 1131.163818
	Iteration 6Q: 3 clusters Score -1.116183e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -11163378.000000 Penalty: 1131.163818
	Iteration 7Q: 3 clusters Score -1.116338e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168096 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -11164562.000000 Penalty: 1131.163818
	Iteration 8Q: 3 clusters Score -1.116456e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -11165823.000000 Penalty: 1131.163818
	Iteration 9Q: 3 clusters Score -1.116582e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -11167284.000000 Penalty: 1131.163818
	Iteration 10Q: 3 clusters Score -1.116728e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181183 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -11169038.000000 Penalty: 1131.163818
	Iteration 11Q: 3 clusters Score -1.116904e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -11171010.000000 Penalty: 1131.163818
	Iteration 12Q: 3 clusters Score -1.117101e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190684 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -11173268.000000 Penalty: 1131.163818
	Iteration 13Q: 3 clusters Score -1.117327e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195316 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -11176004.000000 Penalty: 1131.163818
	Iteration 14Q: 3 clusters Score -1.1176e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199766 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -11178965.000000 Penalty: 1131.163818
	Iteration 15Q: 3 clusters Score -1.117896e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203903 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -11182028.000000 Penalty: 1131.163818
	Iteration 16Q: 3 clusters Score -1.118203e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207638 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -11185073.000000 Penalty: 1131.163818
	Iteration 17Q: 3 clusters Score -1.118507e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210863 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -11187580.000000 Penalty: 1131.163818
	Iteration 18Q: 3 clusters Score -1.118758e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213533 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -11189547.000000 Penalty: 1131.163818
	Iteration 19Q: 3 clusters Score -1.118955e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215747 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -11191142.000000 Penalty: 1131.163818
	Iteration 20F: 3 clusters Score -1.119114e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217615 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -11192456.000000 Penalty: 1131.163818
	Iteration 21Q: 3 clusters Score -1.119246e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219371 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -11193593.000000 Penalty: 1131.163818
	Iteration 22Q: 3 clusters Score -1.119359e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220911 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -11194547.000000 Penalty: 1131.163818
	Iteration 23Q: 3 clusters Score -1.119455e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222355 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -11195435.000000 Penalty: 1131.163818
	Iteration 24Q: 3 clusters Score -1.119544e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223635 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -11196130.000000 Penalty: 1131.163818
	Iteration 25Q: 3 clusters Score -1.119613e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224835 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -11196696.000000 Penalty: 1131.163818
	Iteration 26Q: 3 clusters Score -1.11967e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225970 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -11197313.000000 Penalty: 1131.163818
	Iteration 27Q: 3 clusters Score -1.119731e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226998 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -11197843.000000 Penalty: 1131.163818
	Iteration 28Q: 3 clusters Score -1.119784e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228009 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -11198160.000000 Penalty: 1131.163818
	Iteration 29Q: 3 clusters Score -1.119816e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228971 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -11198556.000000 Penalty: 1131.163818
	Iteration 30Q: 3 clusters Score -1.119856e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229891 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -11198960.000000 Penalty: 1131.163818
	Iteration 31Q: 3 clusters Score -1.119896e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230817 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -11199343.000000 Penalty: 1131.163818
	Iteration 32Q: 3 clusters Score -1.119934e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231732 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -11199719.000000 Penalty: 1131.163818
	Iteration 33Q: 3 clusters Score -1.119972e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232622 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -11200137.000000 Penalty: 1131.163818
	Iteration 34Q: 3 clusters Score -1.120014e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233489 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -11200441.000000 Penalty: 1131.163818
	Iteration 35Q: 3 clusters Score -1.120044e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234271 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -11200726.000000 Penalty: 1131.163818
	Iteration 36Q: 3 clusters Score -1.120073e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235006 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -11201003.000000 Penalty: 1131.163818
	Iteration 37Q: 3 clusters Score -1.1201e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235699 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -11201278.000000 Penalty: 1131.163818
	Iteration 38Q: 3 clusters Score -1.120128e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236341 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -11201550.000000 Penalty: 1131.163818
	Iteration 39Q: 3 clusters Score -1.120155e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236950 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -11201836.000000 Penalty: 1131.163818
	Iteration 40F: 3 clusters Score -1.120184e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237553 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -11202128.000000 Penalty: 1131.163818
	Iteration 41Q: 3 clusters Score -1.120213e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238137 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -11202376.000000 Penalty: 1131.163818
	Iteration 42Q: 3 clusters Score -1.120238e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238628 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -11202641.000000 Penalty: 1131.163818
	Iteration 43Q: 3 clusters Score -1.120264e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239121 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -11202819.000000 Penalty: 1131.163818
	Iteration 44Q: 3 clusters Score -1.120282e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239576 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -11203002.000000 Penalty: 1131.163818
	Iteration 45Q: 3 clusters Score -1.1203e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239969 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -11203147.000000 Penalty: 1131.163818
	Iteration 46Q: 3 clusters Score -1.120315e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240322 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -11203239.000000 Penalty: 1131.163818
	Iteration 47Q: 3 clusters Score -1.120324e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240690 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -11203351.000000 Penalty: 1131.163818
	Iteration 48Q: 3 clusters Score -1.120335e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241034 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -11203424.000000 Penalty: 1131.163818
	Iteration 49Q: 3 clusters Score -1.120342e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241339 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -11203540.000000 Penalty: 1131.163818
	Iteration 50Q: 3 clusters Score -1.120354e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241605 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -11203601.000000 Penalty: 1131.163818
	Iteration 51Q: 3 clusters Score -1.12036e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241855 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -11203638.000000 Penalty: 1131.163818
	Iteration 52Q: 3 clusters Score -1.120364e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242091 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -11203694.000000 Penalty: 1131.163818
	Iteration 53Q: 3 clusters Score -1.120369e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242305 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -11203745.000000 Penalty: 1131.163818
	Iteration 54Q: 3 clusters Score -1.120374e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242519 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -11203771.000000 Penalty: 1131.163818
	Iteration 55Q: 3 clusters Score -1.120377e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242708 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11203834.000000 Penalty: 1131.163818
	Iteration 56Q: 3 clusters Score -1.120383e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242899 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -11203873.000000 Penalty: 1131.163818
	Iteration 57Q: 3 clusters Score -1.120387e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243073 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -11203902.000000 Penalty: 1131.163818
	Iteration 58Q: 3 clusters Score -1.12039e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243263 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -11203926.000000 Penalty: 1131.163818
	Iteration 59Q: 3 clusters Score -1.120393e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243446 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -11203961.000000 Penalty: 1131.163818
	Iteration 60F: 3 clusters Score -1.120396e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243621 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -11204016.000000 Penalty: 1131.163818
	Iteration 61Q: 3 clusters Score -1.120402e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243795 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -11204046.000000 Penalty: 1131.163818
	Iteration 62Q: 3 clusters Score -1.120405e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243975 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -11204080.000000 Penalty: 1131.163818
	Iteration 63Q: 3 clusters Score -1.120408e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244148 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -11204115.000000 Penalty: 1131.163818
	Iteration 64Q: 3 clusters Score -1.120412e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244320 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -11204138.000000 Penalty: 1131.163818
	Iteration 65Q: 3 clusters Score -1.120414e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244496 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11204174.000000 Penalty: 1131.163818
	Iteration 66Q: 3 clusters Score -1.120417e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244647 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -11204159.000000 Penalty: 1131.163818
	Iteration 67Q: 3 clusters Score -1.120416e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244800 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -11204167.000000 Penalty: 1131.163818
	Iteration 68Q: 3 clusters Score -1.120417e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244936 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -11204206.000000 Penalty: 1131.163818
	Iteration 69Q: 3 clusters Score -1.120421e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245056 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -11204208.000000 Penalty: 1131.163818
	Iteration 70Q: 3 clusters Score -1.120421e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245183 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -11204243.000000 Penalty: 1131.163818
	Iteration 71Q: 3 clusters Score -1.120424e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245297 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11204272.000000 Penalty: 1131.163818
	Iteration 72Q: 3 clusters Score -1.120427e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245414 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -11204318.000000 Penalty: 1131.163818
	Iteration 73Q: 3 clusters Score -1.120432e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245543 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -11204346.000000 Penalty: 1131.163818
	Iteration 74Q: 3 clusters Score -1.120435e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245656 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -11204361.000000 Penalty: 1131.163818
	Iteration 75Q: 3 clusters Score -1.120436e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245772 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -11204376.000000 Penalty: 1131.163818
	Iteration 76Q: 3 clusters Score -1.120438e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245879 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -11204379.000000 Penalty: 1131.163818
	Iteration 77Q: 3 clusters Score -1.120438e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245985 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -11204415.000000 Penalty: 1131.163818
	Iteration 78Q: 3 clusters Score -1.120442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246089 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -11204434.000000 Penalty: 1131.163818
	Iteration 79Q: 3 clusters Score -1.120443e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246211 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -11204437.000000 Penalty: 1131.163818
	Iteration 80F: 3 clusters Score -1.120444e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246301 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -11204452.000000 Penalty: 1131.163818
	Iteration 81Q: 3 clusters Score -1.120445e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246376 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -11204481.000000 Penalty: 1131.163818
	Iteration 82Q: 3 clusters Score -1.120448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246444 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -11204486.000000 Penalty: 1131.163818
	Iteration 83Q: 3 clusters Score -1.120449e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246507 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -11204481.000000 Penalty: 1131.163818
	Iteration 84Q: 3 clusters Score -1.120448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246585 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -11204500.000000 Penalty: 1131.163818
	Iteration 85Q: 3 clusters Score -1.12045e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246666 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11204506.000000 Penalty: 1131.163818
	Iteration 86Q: 3 clusters Score -1.120451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246726 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -11204527.000000 Penalty: 1131.163818
	Iteration 87Q: 3 clusters Score -1.120453e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246791 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11204525.000000 Penalty: 1131.163818
	Iteration 88Q: 3 clusters Score -1.120452e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246854 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11204525.000000 Penalty: 1131.163818
	Iteration 89Q: 3 clusters Score -1.120452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246918 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -11204536.000000 Penalty: 1131.163818
	Iteration 90Q: 3 clusters Score -1.120454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -11204530.000000 Penalty: 1131.163818
	Iteration 91Q: 3 clusters Score -1.120453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247054 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -11204529.000000 Penalty: 1131.163818
	Iteration 92Q: 3 clusters Score -1.120453e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247118 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -11204548.000000 Penalty: 1131.163818
	Iteration 93Q: 3 clusters Score -1.120455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247187 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -11204569.000000 Penalty: 1131.163818
	Iteration 94Q: 3 clusters Score -1.120457e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247252 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -11204588.000000 Penalty: 1131.163818
	Iteration 95Q: 3 clusters Score -1.120459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247311 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -11204601.000000 Penalty: 1131.163818
	Iteration 96Q: 3 clusters Score -1.12046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247363 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11204609.000000 Penalty: 1131.163818
	Iteration 97Q: 3 clusters Score -1.120461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247410 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -11204606.000000 Penalty: 1131.163818
	Iteration 98Q: 3 clusters Score -1.120461e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247446 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11204609.000000 Penalty: 1131.163818
	Iteration 99Q: 3 clusters Score -1.120461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247471 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11204611.000000 Penalty: 1131.163818
	Iteration 100F: 3 clusters Score -1.120461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247488 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -11204607.000000 Penalty: 1131.163818
	Iteration 101Q: 3 clusters Score -1.120461e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247508 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -11204610.000000 Penalty: 1131.163818
	Iteration 102Q: 3 clusters Score -1.120461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247523 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11204627.000000 Penalty: 1131.163818
	Iteration 103Q: 3 clusters Score -1.120463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247542 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11204621.000000 Penalty: 1131.163818
	Iteration 104Q: 3 clusters Score -1.120462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247559 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11204631.000000 Penalty: 1131.163818
	Iteration 105Q: 3 clusters Score -1.120463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247569 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -11204633.000000 Penalty: 1131.163818
	Iteration 106Q: 3 clusters Score -1.120463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247583 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11204641.000000 Penalty: 1131.163818
	Iteration 107Q: 3 clusters Score -1.120464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247603 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -11204655.000000 Penalty: 1131.163818
	Iteration 108Q: 3 clusters Score -1.120466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247617 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11204658.000000 Penalty: 1131.163818
	Iteration 109Q: 3 clusters Score -1.120466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247638 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -11204653.000000 Penalty: 1131.163818
	Iteration 110Q: 3 clusters Score -1.120465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247648 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -11204662.000000 Penalty: 1131.163818
	Iteration 111Q: 3 clusters Score -1.120466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247656 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -11204667.000000 Penalty: 1131.163818
	Iteration 112Q: 3 clusters Score -1.120467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247662 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -11204668.000000 Penalty: 1131.163818
	Iteration 113Q: 3 clusters Score -1.120467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247670 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -11204665.000000 Penalty: 1131.163818
	Iteration 114Q: 3 clusters Score -1.120466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247678 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11204664.000000 Penalty: 1131.163818
	Iteration 115Q: 3 clusters Score -1.120466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247689 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11204674.000000 Penalty: 1131.163818
	Iteration 116Q: 3 clusters Score -1.120467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -11204673.000000 Penalty: 1131.163818
	Iteration 117Q: 3 clusters Score -1.120467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247702 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11204677.000000 Penalty: 1131.163818
	Iteration 118Q: 3 clusters Score -1.120468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247706 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -11204680.000000 Penalty: 1131.163818
	Iteration 119Q: 3 clusters Score -1.120468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247715 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -11204674.000000 Penalty: 1131.163818
	Iteration 120F: 3 clusters Score -1.120467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247722 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11204673.000000 Penalty: 1131.163818
	Iteration 121Q: 3 clusters Score -1.120467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247731 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11204674.000000 Penalty: 1131.163818
	Iteration 122Q: 3 clusters Score -1.120467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247740 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11204670.000000 Penalty: 1131.163818
	Iteration 123Q: 3 clusters Score -1.120467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247744 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11204671.000000 Penalty: 1131.163818
	Iteration 124Q: 3 clusters Score -1.120467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247750 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11204683.000000 Penalty: 1131.163818
	Iteration 125Q: 3 clusters Score -1.120468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247755 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -11204682.000000 Penalty: 1131.163818
	Iteration 126Q: 3 clusters Score -1.120468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247760 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11204678.000000 Penalty: 1131.163818
	Iteration 127Q: 3 clusters Score -1.120468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247773 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -11204678.000000 Penalty: 1131.163818
	Iteration 128Q: 3 clusters Score -1.120468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247782 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11204677.000000 Penalty: 1131.163818
	Iteration 129Q: 3 clusters Score -1.120468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247794 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11204687.000000 Penalty: 1131.163818
	Iteration 130Q: 3 clusters Score -1.120469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247802 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11204683.000000 Penalty: 1131.163818
	Iteration 131Q: 3 clusters Score -1.120468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247815 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11204675.000000 Penalty: 1131.163818
	Iteration 132Q: 3 clusters Score -1.120468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247825 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11204682.000000 Penalty: 1131.163818
	Iteration 133Q: 3 clusters Score -1.120468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247843 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11204680.000000 Penalty: 1131.163818
	Iteration 134Q: 3 clusters Score -1.120468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247854 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11204683.000000 Penalty: 1131.163818
	Iteration 135Q: 3 clusters Score -1.120468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247872 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -11204684.000000 Penalty: 1131.163818
	Iteration 136Q: 3 clusters Score -1.120468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247883 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -11204680.000000 Penalty: 1131.163818
	Iteration 137Q: 3 clusters Score -1.120468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247893 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11204682.000000 Penalty: 1131.163818
	Iteration 138Q: 3 clusters Score -1.120468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247899 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -11204691.000000 Penalty: 1131.163818
	Iteration 139Q: 3 clusters Score -1.120469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247913 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11204698.000000 Penalty: 1131.163818
	Iteration 140F: 3 clusters Score -1.12047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247927 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11204708.000000 Penalty: 1131.163818
	Iteration 141Q: 3 clusters Score -1.120471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247944 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -11204709.000000 Penalty: 1131.163818
	Iteration 142Q: 3 clusters Score -1.120471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247961 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11204707.000000 Penalty: 1131.163818
	Iteration 143Q: 3 clusters Score -1.120471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247976 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11204714.000000 Penalty: 1131.163818
	Iteration 144Q: 3 clusters Score -1.120471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247988 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11204703.000000 Penalty: 1131.163818
	Iteration 145Q: 3 clusters Score -1.12047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248009 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -11204699.000000 Penalty: 1131.163818
	Iteration 146Q: 3 clusters Score -1.12047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248024 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11204718.000000 Penalty: 1131.163818
	Iteration 147Q: 3 clusters Score -1.120472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248035 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -11204712.000000 Penalty: 1131.163818
	Iteration 148Q: 3 clusters Score -1.120471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248038 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11204707.000000 Penalty: 1131.163818
	Iteration 149Q: 3 clusters Score -1.120471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248043 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11204708.000000 Penalty: 1131.163818
	Iteration 150Q: 3 clusters Score -1.120471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248045 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -11204707.000000 Penalty: 1131.163818
	Iteration 151Q: 3 clusters Score -1.120471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248047 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -11204709.000000 Penalty: 1131.163818
	Iteration 152Q: 3 clusters Score -1.120471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248048 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11204710.000000 Penalty: 1131.163818
	Iteration 153Q: 3 clusters Score -1.120471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248057 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11204713.000000 Penalty: 1131.163818
	Iteration 154Q: 3 clusters Score -1.120471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248059 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11204709.000000 Penalty: 1131.163818
	Iteration 155Q: 3 clusters Score -1.120471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248060 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11204710.000000 Penalty: 1131.163818
	Iteration 156Q: 3 clusters Score -1.120471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248061 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11204704.000000 Penalty: 1131.163818
	Iteration 157Q: 3 clusters Score -1.12047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248062 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11204706.000000 Penalty: 1131.163818
	Iteration 158Q: 3 clusters Score -1.120471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248064 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -11204714.000000 Penalty: 1131.163818
	Iteration 159Q: 3 clusters Score -1.120471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248065 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11204712.000000 Penalty: 1131.163818
	Iteration 160F: 3 clusters Score -1.120471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Entering Unmasked Estep 
Score: -1179484.500000 Penalty: 464.265137
	Iteration 0F: 2 clusters Score -1179484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1161414.000000 Penalty: 928.530273
	Iteration 0F: 3 clusters Score -1161414 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1169396.375000 Penalty: 928.530273
	Iteration 1F: 3 clusters Score -1169396 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1170319.250000 Penalty: 928.530273
	Iteration 2F: 3 clusters Score -1170319 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1171912.500000 Penalty: 928.530273
	Iteration 3F: 3 clusters Score -1171912 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -1174050.250000 Penalty: 928.530273
	Iteration 4F: 3 clusters Score -1174050 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -1176138.250000 Penalty: 928.530273
	Iteration 5F: 3 clusters Score -1176138 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -1177588.750000 Penalty: 928.530273
	Iteration 6F: 3 clusters Score -1177589 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1178436.125000 Penalty: 928.530273
	Iteration 7Q: 3 clusters Score -1178436 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -1178842.625000 Penalty: 928.530273
	Iteration 8Q: 3 clusters Score -1178843 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -1178974.625000 Penalty: 928.530273
	Iteration 9Q: 3 clusters Score -1178975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1179027.875000 Penalty: 928.530273
	Iteration 10Q: 3 clusters Score -1179028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -1179054.125000 Penalty: 928.530273
	Iteration 11Q: 3 clusters Score -1179054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -1179072.875000 Penalty: 928.530273
	Iteration 12Q: 3 clusters Score -1179073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -1179082.125000 Penalty: 928.530273
	Iteration 13Q: 3 clusters Score -1179082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -1179093.000000 Penalty: 928.530273
	Iteration 14Q: 3 clusters Score -1179093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1179096.125000 Penalty: 928.530273
	Iteration 15Q: 3 clusters Score -1179096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1179096.125000 Penalty: 928.530273
	Iteration 16F: 3 clusters Score -1179096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -41090.835938 Penalty: 319.459320
	Iteration 0F: 2 clusters Score -41090.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -40214.667969 Penalty: 638.918640
	Iteration 0F: 3 clusters Score -40214.67 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40475.011719 Penalty: 638.918640
	Iteration 1F: 3 clusters Score -40475.01 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40548.835938 Penalty: 638.918640
	Iteration 2F: 3 clusters Score -40548.84 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40614.664062 Penalty: 638.918640
	Iteration 3F: 3 clusters Score -40614.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40663.601562 Penalty: 638.918640
	Iteration 4F: 3 clusters Score -40663.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40716.292969 Penalty: 638.918640
	Iteration 5Q: 3 clusters Score -40716.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40757.160156 Penalty: 638.918640
	Iteration 6Q: 3 clusters Score -40757.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40809.312500 Penalty: 638.918640
	Iteration 7Q: 3 clusters Score -40809.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40851.531250 Penalty: 638.918640
	Iteration 8Q: 3 clusters Score -40851.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40878.652344 Penalty: 638.918640
	Iteration 9Q: 3 clusters Score -40878.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40900.769531 Penalty: 638.918640
	Iteration 10Q: 3 clusters Score -40900.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40924.906250 Penalty: 638.918640
	Iteration 11Q: 3 clusters Score -40924.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40943.625000 Penalty: 638.918640
	Iteration 12Q: 3 clusters Score -40943.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -40954.890625 Penalty: 638.918640
	Iteration 13Q: 3 clusters Score -40954.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -40959.718750 Penalty: 638.918640
	Iteration 14Q: 3 clusters Score -40959.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -40966.335938 Penalty: 638.918640
	Iteration 15Q: 3 clusters Score -40966.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -40975.183594 Penalty: 638.918640
	Iteration 16Q: 3 clusters Score -40975.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -40984.015625 Penalty: 638.918640
	Iteration 17Q: 3 clusters Score -40984.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -41000.492188 Penalty: 638.918640
	Iteration 18Q: 3 clusters Score -41000.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -41004.847656 Penalty: 638.918640
	Iteration 19Q: 3 clusters Score -41004.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -41005.632812 Penalty: 638.918640
	Iteration 20F: 3 clusters Score -41005.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -41007.207031 Penalty: 638.918640
	Iteration 21Q: 3 clusters Score -41007.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -41008.738281 Penalty: 638.918640
	Iteration 22Q: 3 clusters Score -41008.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -41012.652344 Penalty: 638.918640
	Iteration 23Q: 3 clusters Score -41012.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -41014.773438 Penalty: 638.918640
	Iteration 24Q: 3 clusters Score -41014.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -41015.042969 Penalty: 638.918640
	Iteration 25Q: 3 clusters Score -41015.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -41015.042969 Penalty: 638.918640
	Iteration 26F: 3 clusters Score -41015.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217940 members 
Entering Unmasked Estep 
Score: -9596422.000000 Penalty: 559.284851
	Iteration 0F: 2 clusters Score -9596422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -9448788.000000 Penalty: 1118.569702
	Iteration 0F: 3 clusters Score -9448788 nChanged 107242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -9517864.000000 Penalty: 1118.569702
	Iteration 1F: 3 clusters Score -9517864 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -9525101.000000 Penalty: 1118.569702
	Iteration 2F: 3 clusters Score -9525101 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130259 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -9537476.000000 Penalty: 1118.569702
	Iteration 3F: 3 clusters Score -9537476 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -9552941.000000 Penalty: 1118.569702
	Iteration 4F: 3 clusters Score -9552941 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -9562800.000000 Penalty: 1118.569702
	Iteration 5F: 3 clusters Score -9562800 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -9567414.000000 Penalty: 1118.569702
	Iteration 6Q: 3 clusters Score -9567414 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -9570630.000000 Penalty: 1118.569702
	Iteration 7Q: 3 clusters Score -9570630 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -9573600.000000 Penalty: 1118.569702
	Iteration 8Q: 3 clusters Score -9573600 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -9576375.000000 Penalty: 1118.569702
	Iteration 9Q: 3 clusters Score -9576375 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -9579089.000000 Penalty: 1118.569702
	Iteration 10Q: 3 clusters Score -9579089 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -9581726.000000 Penalty: 1118.569702
	Iteration 11Q: 3 clusters Score -9581726 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149396 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -9584400.000000 Penalty: 1118.569702
	Iteration 12Q: 3 clusters Score -9584400 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -9587214.000000 Penalty: 1118.569702
	Iteration 13Q: 3 clusters Score -9587214 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -9590034.000000 Penalty: 1118.569702
	Iteration 14Q: 3 clusters Score -9590034 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145285 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -9592419.000000 Penalty: 1118.569702
	Iteration 15Q: 3 clusters Score -9592419 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -9593957.000000 Penalty: 1118.569702
	Iteration 16Q: 3 clusters Score -9593957 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -9594789.000000 Penalty: 1118.569702
	Iteration 17Q: 3 clusters Score -9594789 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -9595119.000000 Penalty: 1118.569702
	Iteration 18Q: 3 clusters Score -9595119 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -9595342.000000 Penalty: 1118.569702
	Iteration 19Q: 3 clusters Score -9595342 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -9595898.000000 Penalty: 1118.569702
	Iteration 20F: 3 clusters Score -9595898 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -9595977.000000 Penalty: 1118.569702
	Iteration 21Q: 3 clusters Score -9595977 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -9596066.000000 Penalty: 1118.569702
	Iteration 22Q: 3 clusters Score -9596066 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142284 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -9596125.000000 Penalty: 1118.569702
	Iteration 23Q: 3 clusters Score -9596125 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142110 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -9596143.000000 Penalty: 1118.569702
	Iteration 24Q: 3 clusters Score -9596143 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -9596145.000000 Penalty: 1118.569702
	Iteration 25Q: 3 clusters Score -9596145 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -9596170.000000 Penalty: 1118.569702
	Iteration 26Q: 3 clusters Score -9596170 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -9596139.000000 Penalty: 1118.569702
	Iteration 27Q: 3 clusters Score -9596139 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -9596167.000000 Penalty: 1118.569702
	Iteration 28Q: 3 clusters Score -9596167 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -9596173.000000 Penalty: 1118.569702
	Iteration 29Q: 3 clusters Score -9596173 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140957 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -9596182.000000 Penalty: 1118.569702
	Iteration 30Q: 3 clusters Score -9596182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140745 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -9596186.000000 Penalty: 1118.569702
	Iteration 31Q: 3 clusters Score -9596186 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140548 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -9596189.000000 Penalty: 1118.569702
	Iteration 32Q: 3 clusters Score -9596189 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -9596187.000000 Penalty: 1118.569702
	Iteration 33Q: 3 clusters Score -9596187 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -9596168.000000 Penalty: 1118.569702
	Iteration 34Q: 3 clusters Score -9596168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139981 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -9596158.000000 Penalty: 1118.569702
	Iteration 35Q: 3 clusters Score -9596158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -9596150.000000 Penalty: 1118.569702
	Iteration 36Q: 3 clusters Score -9596150 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139545 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -9596108.000000 Penalty: 1118.569702
	Iteration 37Q: 3 clusters Score -9596108 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -9596093.000000 Penalty: 1118.569702
	Iteration 38Q: 3 clusters Score -9596093 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139093 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -9596091.000000 Penalty: 1118.569702
	Iteration 39Q: 3 clusters Score -9596091 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -9596088.000000 Penalty: 1118.569702
	Iteration 40F: 3 clusters Score -9596088 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9596087.000000 Penalty: 1118.569702
	Iteration 41Q: 3 clusters Score -9596087 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -9596107.000000 Penalty: 1118.569702
	Iteration 42Q: 3 clusters Score -9596107 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -9596115.000000 Penalty: 1118.569702
	Iteration 43Q: 3 clusters Score -9596115 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -9596142.000000 Penalty: 1118.569702
	Iteration 44Q: 3 clusters Score -9596142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -9596151.000000 Penalty: 1118.569702
	Iteration 45Q: 3 clusters Score -9596151 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137121 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -9596214.000000 Penalty: 1118.569702
	Iteration 46Q: 3 clusters Score -9596214 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136831 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -9596266.000000 Penalty: 1118.569702
	Iteration 47Q: 3 clusters Score -9596266 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136496 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -9596279.000000 Penalty: 1118.569702
	Iteration 48Q: 3 clusters Score -9596279 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -9596328.000000 Penalty: 1118.569702
	Iteration 49Q: 3 clusters Score -9596328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -9596310.000000 Penalty: 1118.569702
	Iteration 50Q: 3 clusters Score -9596310 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -9596371.000000 Penalty: 1118.569702
	Iteration 51Q: 3 clusters Score -9596371 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -9596352.000000 Penalty: 1118.569702
	Iteration 52Q: 3 clusters Score -9596352 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134795 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -9596354.000000 Penalty: 1118.569702
	Iteration 53Q: 3 clusters Score -9596354 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -9596334.000000 Penalty: 1118.569702
	Iteration 54Q: 3 clusters Score -9596334 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134209 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -9596318.000000 Penalty: 1118.569702
	Iteration 55Q: 3 clusters Score -9596318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -9596325.000000 Penalty: 1118.569702
	Iteration 56Q: 3 clusters Score -9596325 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133605 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -9596365.000000 Penalty: 1118.569702
	Iteration 57Q: 3 clusters Score -9596365 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -9596381.000000 Penalty: 1118.569702
	Iteration 58Q: 3 clusters Score -9596381 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -9596407.000000 Penalty: 1118.569702
	Iteration 59Q: 3 clusters Score -9596407 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132732 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -9596432.000000 Penalty: 1118.569702
	Iteration 60F: 3 clusters Score -9596432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -9596412.000000 Penalty: 1118.569702
	Iteration 61Q: 3 clusters Score -9596412 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -9596412.000000 Penalty: 1118.569702
	Iteration 62Q: 3 clusters Score -9596412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -9596388.000000 Penalty: 1118.569702
	Iteration 63Q: 3 clusters Score -9596388 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -9596383.000000 Penalty: 1118.569702
	Iteration 64Q: 3 clusters Score -9596383 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -9596409.000000 Penalty: 1118.569702
	Iteration 65Q: 3 clusters Score -9596409 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131225 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -9596423.000000 Penalty: 1118.569702
	Iteration 66Q: 3 clusters Score -9596423 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -9596415.000000 Penalty: 1118.569702
	Iteration 67Q: 3 clusters Score -9596415 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -9596421.000000 Penalty: 1118.569702
	Iteration 68Q: 3 clusters Score -9596421 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130674 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -9596427.000000 Penalty: 1118.569702
	Iteration 69Q: 3 clusters Score -9596427 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -9596415.000000 Penalty: 1118.569702
	Iteration 70Q: 3 clusters Score -9596415 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130321 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -9596426.000000 Penalty: 1118.569702
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Mstep: Class 1 contains 130155 members 
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Mstep: Class 2 contains 87968 members 
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Mstep: Class 2 contains 88172 members 
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Mstep: Class 2 contains 88736 members 
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Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 89307 members 
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Mstep: Class 2 contains 90253 members 
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Mstep: Class 2 contains 90372 members 
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	Iteration 160F: 3 clusters Score -9596716 nChanged 117
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	Iteration 164Q: 3 clusters Score -9596733 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9596741 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9596724 nChanged 125
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Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9596719 nChanged 112
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Mstep: Class 1 contains 112634 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9596716 nChanged 138
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Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9596693 nChanged 93
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Mstep: Class 1 contains 112403 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9596725 nChanged 109
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Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9596725 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9596731 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9596718 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9596700 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111898 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9596696 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9596717 nChanged 90
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Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9596717 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9596708 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9596726 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9596720 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9596749 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9596748 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9596743 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9596752 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9596754 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9596760 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9596767 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9596792 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9596794 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9596797 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9596788 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9596779 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9596756 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9596767 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9596768 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 108054 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9596764 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9596766 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9596767 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9596771 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9596771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9596759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9596750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -9596760.000000 Penalty: 1118.569702
	Iteration 203Q: 3 clusters Score -9596760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9596760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9596767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9596771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9596790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 108951 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9596791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9596792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9596790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9596770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9596793 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9596785 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 109298 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9596770 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -9596765.000000 Penalty: 1118.569702
	Iteration 215Q: 3 clusters Score -9596765 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9596771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -9596772.000000 Penalty: 1118.569702
	Iteration 217Q: 3 clusters Score -9596772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 109502 members 
Entering Unmasked Estep 
Score: -9596763.000000 Penalty: 1118.569702
	Iteration 218Q: 3 clusters Score -9596763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9596771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -9596777.000000 Penalty: 1118.569702
	Iteration 220F: 3 clusters Score -9596777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -9596781.000000 Penalty: 1118.569702
	Iteration 221Q: 3 clusters Score -9596781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -9596766.000000 Penalty: 1118.569702
	Iteration 222Q: 3 clusters Score -9596766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 109835 members 
Entering Unmasked Estep 
Score: -9596755.000000 Penalty: 1118.569702
	Iteration 223Q: 3 clusters Score -9596755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 109889 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9596765 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9596758 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9596743 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 110039 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9596743 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -9596739.000000 Penalty: 1118.569702
	Iteration 228Q: 3 clusters Score -9596739 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -9596745.000000 Penalty: 1118.569702
	Iteration 229Q: 3 clusters Score -9596745 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 110178 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9596756 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -9596771.000000 Penalty: 1118.569702
	Iteration 231Q: 3 clusters Score -9596771 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -9596775.000000 Penalty: 1118.569702
	Iteration 232Q: 3 clusters Score -9596775 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9596775 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -9596773.000000 Penalty: 1118.569702
	Iteration 234Q: 3 clusters Score -9596773 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -9596769.000000 Penalty: 1118.569702
	Iteration 235Q: 3 clusters Score -9596769 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9596773 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9596773 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9596775 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 110388 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9596776 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9596781 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9596778 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9596774 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9596773 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9596770 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9596776 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9596774 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9596782 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9596781 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
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	Iteration 249F: 3 clusters Score -9596781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 111707 members 
Mstep: Class 4 contains 73963 members 
Mstep: Class 5 contains 38306 members 
Mstep: Class 6 contains 250289 members 
Mstep: Class 7 contains 27001 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 107529 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 252999 members 
Mstep: Class 13 contains 8218 members 
Mstep: Class 14 contains 56495 members 
Mstep: Class 15 contains 110411 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39530 members 
Entering Unmasked Estep 
Score: -46948568.000000 Penalty: 11404.721680
Splitting cluster 9 changes total score from -46948448.000000 to -46948568.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 10 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9460 members 
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	Iteration 0F: 2 clusters Score -407921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -401595.6 nChanged 4420
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -404006.5 nChanged 424
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Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -404148.375000 Penalty: 833.089355
	Iteration 2Q: 3 clusters Score -404148.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -404348.406250 Penalty: 833.089355
	Iteration 3Q: 3 clusters Score -404348.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -404648.687500 Penalty: 833.089355
	Iteration 4F: 3 clusters Score -404648.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -405128.718750 Penalty: 833.089355
	Iteration 5F: 3 clusters Score -405128.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -405716.312500 Penalty: 833.089355
	Iteration 6F: 3 clusters Score -405716.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -406301.187500 Penalty: 833.089355
	Iteration 7F: 3 clusters Score -406301.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -406700.718750 Penalty: 833.089355
	Iteration 8Q: 3 clusters Score -406700.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -406954.843750 Penalty: 833.089355
	Iteration 9Q: 3 clusters Score -406954.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -407154.312500 Penalty: 833.089355
	Iteration 10Q: 3 clusters Score -407154.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -407299.375000 Penalty: 833.089355
	Iteration 11Q: 3 clusters Score -407299.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -407386.375000 Penalty: 833.089355
	Iteration 12Q: 3 clusters Score -407386.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -407426.406250 Penalty: 833.089355
	Iteration 13Q: 3 clusters Score -407426.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -407454.937500 Penalty: 833.089355
	Iteration 14Q: 3 clusters Score -407454.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -407477.468750 Penalty: 833.089355
	Iteration 15Q: 3 clusters Score -407477.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -407495.125000 Penalty: 833.089355
	Iteration 16Q: 3 clusters Score -407495.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -407513.500000 Penalty: 833.089355
	Iteration 17Q: 3 clusters Score -407513.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -407526.906250 Penalty: 833.089355
	Iteration 18Q: 3 clusters Score -407526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -407536.000000 Penalty: 833.089355
	Iteration 19Q: 3 clusters Score -407536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -407547.687500 Penalty: 833.089355
	Iteration 20F: 3 clusters Score -407547.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -407560.281250 Penalty: 833.089355
	Iteration 21Q: 3 clusters Score -407560.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -407568.562500 Penalty: 833.089355
	Iteration 22Q: 3 clusters Score -407568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -407573.468750 Penalty: 833.089355
	Iteration 23Q: 3 clusters Score -407573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -407574.531250 Penalty: 833.089355
	Iteration 24Q: 3 clusters Score -407574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -407575.531250 Penalty: 833.089355
	Iteration 25Q: 3 clusters Score -407575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -407576.187500 Penalty: 833.089355
	Iteration 26Q: 3 clusters Score -407576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -407576.718750 Penalty: 833.089355
	Iteration 27Q: 3 clusters Score -407576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -407577.125000 Penalty: 833.089355
	Iteration 28Q: 3 clusters Score -407577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -407578.562500 Penalty: 833.089355
	Iteration 29Q: 3 clusters Score -407578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -407579.406250 Penalty: 833.089355
	Iteration 30Q: 3 clusters Score -407579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -407579.437500 Penalty: 833.089355
	Iteration 31Q: 3 clusters Score -407579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -407579.437500 Penalty: 833.089355
	Iteration 32F: 3 clusters Score -407579.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -879506.000000 Penalty: 451.849670
	Iteration 0F: 2 clusters Score -879506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -865755.125000 Penalty: 903.699341
	Iteration 0F: 3 clusters Score -865755.1 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -871399.000000 Penalty: 903.699341
	Iteration 1F: 3 clusters Score -871399 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -871844.500000 Penalty: 903.699341
	Iteration 2F: 3 clusters Score -871844.5 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -872567.125000 Penalty: 903.699341
	Iteration 3F: 3 clusters Score -872567.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -873780.062500 Penalty: 903.699341
	Iteration 4F: 3 clusters Score -873780.1 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -875502.500000 Penalty: 903.699341
	Iteration 5F: 3 clusters Score -875502.5 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -877119.875000 Penalty: 903.699341
	Iteration 6F: 3 clusters Score -877119.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -878074.875000 Penalty: 903.699341
	Iteration 7Q: 3 clusters Score -878074.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -878508.062500 Penalty: 903.699341
	Iteration 8Q: 3 clusters Score -878508.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -878734.500000 Penalty: 903.699341
	Iteration 9Q: 3 clusters Score -878734.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -878852.562500 Penalty: 903.699341
	Iteration 10Q: 3 clusters Score -878852.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -878927.312500 Penalty: 903.699341
	Iteration 11Q: 3 clusters Score -878927.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -878982.750000 Penalty: 903.699341
	Iteration 12Q: 3 clusters Score -878982.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -879032.750000 Penalty: 903.699341
	Iteration 13Q: 3 clusters Score -879032.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -879056.250000 Penalty: 903.699341
	Iteration 14Q: 3 clusters Score -879056.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -879071.625000 Penalty: 903.699341
	Iteration 15Q: 3 clusters Score -879071.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -879080.125000 Penalty: 903.699341
	Iteration 16Q: 3 clusters Score -879080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -879086.187500 Penalty: 903.699341
	Iteration 17Q: 3 clusters Score -879086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -879091.625000 Penalty: 903.699341
	Iteration 18Q: 3 clusters Score -879091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -879096.000000 Penalty: 903.699341
	Iteration 19Q: 3 clusters Score -879096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -879101.062500 Penalty: 903.699341
	Iteration 20F: 3 clusters Score -879101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -879103.312500 Penalty: 903.699341
	Iteration 21Q: 3 clusters Score -879103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -879104.750000 Penalty: 903.699341
	Iteration 22Q: 3 clusters Score -879104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -879105.000000 Penalty: 903.699341
	Iteration 23Q: 3 clusters Score -879105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -879108.625000 Penalty: 903.699341
	Iteration 24Q: 3 clusters Score -879108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -879112.312500 Penalty: 903.699341
	Iteration 25Q: 3 clusters Score -879112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -879113.750000 Penalty: 903.699341
	Iteration 26Q: 3 clusters Score -879113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -879114.937500 Penalty: 903.699341
	Iteration 27Q: 3 clusters Score -879114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -879118.000000 Penalty: 903.699341
	Iteration 28Q: 3 clusters Score -879118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -879120.687500 Penalty: 903.699341
	Iteration 29Q: 3 clusters Score -879120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -879122.500000 Penalty: 903.699341
	Iteration 30Q: 3 clusters Score -879122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -879125.250000 Penalty: 903.699341
	Iteration 31Q: 3 clusters Score -879125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -879128.875000 Penalty: 903.699341
	Iteration 32Q: 3 clusters Score -879128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -879128.875000 Penalty: 903.699341
	Iteration 33F: 3 clusters Score -879128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (252999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252999 members 
Entering Unmasked Estep 
Score: -11234110.000000 Penalty: 566.071899
	Iteration 0F: 2 clusters Score -1.123411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -11062367.000000 Penalty: 1132.143799
	Iteration 0F: 3 clusters Score -1.106237e+07 nChanged 124684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -11137574.000000 Penalty: 1132.143799
	Iteration 1F: 3 clusters Score -1.113757e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 126238 members 
Entering Unmasked Estep 
Score: -11138875.000000 Penalty: 1132.143799
	Iteration 2Q: 3 clusters Score -1.113888e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127035 members 
Mstep: Class 2 contains 125964 members 
Entering Unmasked Estep 
Score: -11140652.000000 Penalty: 1132.143799
	Iteration 3Q: 3 clusters Score -1.114065e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -11142667.000000 Penalty: 1132.143799
	Iteration 4Q: 3 clusters Score -1.114267e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 122530 members 
Entering Unmasked Estep 
Score: -11145043.000000 Penalty: 1132.143799
	Iteration 5Q: 3 clusters Score -1.114504e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134597 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -11147731.000000 Penalty: 1132.143799
	Iteration 6Q: 3 clusters Score -1.114773e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -11152024.000000 Penalty: 1132.143799
	Iteration 7Q: 3 clusters Score -1.115202e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -11157990.000000 Penalty: 1132.143799
	Iteration 8Q: 3 clusters Score -1.115799e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165012 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -11166473.000000 Penalty: 1132.143799
	Iteration 9F: 3 clusters Score -1.116647e+07 nChanged 17465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182447 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -11178847.000000 Penalty: 1132.143799
	Iteration 10F: 3 clusters Score -1.117885e+07 nChanged 19913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202360 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -11194152.000000 Penalty: 1132.143799
	Iteration 11F: 3 clusters Score -1.119415e+07 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221673 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -11209872.000000 Penalty: 1132.143799
	Iteration 12F: 3 clusters Score -1.120987e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236369 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -11221771.000000 Penalty: 1132.143799
	Iteration 13F: 3 clusters Score -1.122177e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -11228390.000000 Penalty: 1132.143799
	Iteration 14Q: 3 clusters Score -1.122839e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249390 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -11231460.000000 Penalty: 1132.143799
	Iteration 15Q: 3 clusters Score -1.123146e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251261 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11232642.000000 Penalty: 1132.143799
	Iteration 16Q: 3 clusters Score -1.123264e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252098 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11233148.000000 Penalty: 1132.143799
	Iteration 17Q: 3 clusters Score -1.123315e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11233396.000000 Penalty: 1132.143799
	Iteration 18Q: 3 clusters Score -1.12334e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252670 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11233491.000000 Penalty: 1132.143799
	Iteration 19Q: 3 clusters Score -1.123349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252745 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11233521.000000 Penalty: 1132.143799
	Iteration 20F: 3 clusters Score -1.123352e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252788 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11233549.000000 Penalty: 1132.143799
	Iteration 21Q: 3 clusters Score -1.123355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252810 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11233567.000000 Penalty: 1132.143799
	Iteration 22Q: 3 clusters Score -1.123357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252826 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11233565.000000 Penalty: 1132.143799
	Iteration 23Q: 3 clusters Score -1.123356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252836 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11233580.000000 Penalty: 1132.143799
	Iteration 24Q: 3 clusters Score -1.123358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11233587.000000 Penalty: 1132.143799
	Iteration 25Q: 3 clusters Score -1.123359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252858 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11233597.000000 Penalty: 1132.143799
	Iteration 26Q: 3 clusters Score -1.12336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252860 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11233592.000000 Penalty: 1132.143799
	Iteration 27Q: 3 clusters Score -1.123359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252861 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11233601.000000 Penalty: 1132.143799
	Iteration 28Q: 3 clusters Score -1.12336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252862 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11233602.000000 Penalty: 1132.143799
	Iteration 29Q: 3 clusters Score -1.12336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252867 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11233601.000000 Penalty: 1132.143799
	Iteration 30Q: 3 clusters Score -1.12336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252869 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11233607.000000 Penalty: 1132.143799
	Iteration 31Q: 3 clusters Score -1.123361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252872 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11233612.000000 Penalty: 1132.143799
	Iteration 32Q: 3 clusters Score -1.123361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252874 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11233612.000000 Penalty: 1132.143799
	Iteration 33Q: 3 clusters Score -1.123361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252876 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11233622.000000 Penalty: 1132.143799
	Iteration 34Q: 3 clusters Score -1.123362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252876 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11233626.000000 Penalty: 1132.143799
	Iteration 35Q: 3 clusters Score -1.123363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252878 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11233625.000000 Penalty: 1132.143799
	Iteration 36Q: 3 clusters Score -1.123362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252879 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11233629.000000 Penalty: 1132.143799
	Iteration 37Q: 3 clusters Score -1.123363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252879 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11233632.000000 Penalty: 1132.143799
	Iteration 38Q: 3 clusters Score -1.123363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252880 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11233637.000000 Penalty: 1132.143799
	Iteration 39Q: 3 clusters Score -1.123364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252880 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11233637.000000 Penalty: 1132.143799
	Iteration 40F: 3 clusters Score -1.123364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -357074.218750 Penalty: 410.140717
	Iteration 0F: 2 clusters Score -357074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -351601.812500 Penalty: 820.281433
	Iteration 0F: 3 clusters Score -351601.8 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -353707.687500 Penalty: 820.281433
	Iteration 1F: 3 clusters Score -353707.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -353807.750000 Penalty: 820.281433
	Iteration 2Q: 3 clusters Score -353807.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -353887.906250 Penalty: 820.281433
	Iteration 3Q: 3 clusters Score -353887.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -353960.187500 Penalty: 820.281433
	Iteration 4Q: 3 clusters Score -353960.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -354019.781250 Penalty: 820.281433
	Iteration 5Q: 3 clusters Score -354019.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -354091.375000 Penalty: 820.281433
	Iteration 6Q: 3 clusters Score -354091.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -354180.250000 Penalty: 820.281433
	Iteration 7Q: 3 clusters Score -354180.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -354291.687500 Penalty: 820.281433
	Iteration 8Q: 3 clusters Score -354291.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -354440.500000 Penalty: 820.281433
	Iteration 9Q: 3 clusters Score -354440.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -354652.218750 Penalty: 820.281433
	Iteration 10Q: 3 clusters Score -354652.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -354976.875000 Penalty: 820.281433
	Iteration 11Q: 3 clusters Score -354976.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -355292.875000 Penalty: 820.281433
	Iteration 12Q: 3 clusters Score -355292.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -355462.343750 Penalty: 820.281433
	Iteration 13Q: 3 clusters Score -355462.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -355543.968750 Penalty: 820.281433
	Iteration 14Q: 3 clusters Score -355544 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -355606.812500 Penalty: 820.281433
	Iteration 15Q: 3 clusters Score -355606.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -355649.718750 Penalty: 820.281433
	Iteration 16Q: 3 clusters Score -355649.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -355694.718750 Penalty: 820.281433
	Iteration 17Q: 3 clusters Score -355694.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -355738.875000 Penalty: 820.281433
	Iteration 18Q: 3 clusters Score -355738.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -355783.062500 Penalty: 820.281433
	Iteration 19Q: 3 clusters Score -355783.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -355822.062500 Penalty: 820.281433
	Iteration 20F: 3 clusters Score -355822.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -355851.250000 Penalty: 820.281433
	Iteration 21Q: 3 clusters Score -355851.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -355878.906250 Penalty: 820.281433
	Iteration 22Q: 3 clusters Score -355878.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -355911.843750 Penalty: 820.281433
	Iteration 23Q: 3 clusters Score -355911.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -355938.187500 Penalty: 820.281433
	Iteration 24Q: 3 clusters Score -355938.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -355959.875000 Penalty: 820.281433
	Iteration 25Q: 3 clusters Score -355959.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -355980.625000 Penalty: 820.281433
	Iteration 26Q: 3 clusters Score -355980.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -355995.156250 Penalty: 820.281433
	Iteration 27Q: 3 clusters Score -355995.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -356010.593750 Penalty: 820.281433
	Iteration 28Q: 3 clusters Score -356010.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -356032.593750 Penalty: 820.281433
	Iteration 29Q: 3 clusters Score -356032.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -356055.593750 Penalty: 820.281433
	Iteration 30Q: 3 clusters Score -356055.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -356082.375000 Penalty: 820.281433
	Iteration 31Q: 3 clusters Score -356082.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -356109.093750 Penalty: 820.281433
	Iteration 32Q: 3 clusters Score -356109.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -356130.343750 Penalty: 820.281433
	Iteration 33Q: 3 clusters Score -356130.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -356151.343750 Penalty: 820.281433
	Iteration 34Q: 3 clusters Score -356151.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -356179.437500 Penalty: 820.281433
	Iteration 35Q: 3 clusters Score -356179.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -356204.375000 Penalty: 820.281433
	Iteration 36Q: 3 clusters Score -356204.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -356225.843750 Penalty: 820.281433
	Iteration 37Q: 3 clusters Score -356225.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -356244.937500 Penalty: 820.281433
	Iteration 38Q: 3 clusters Score -356244.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -356267.937500 Penalty: 820.281433
	Iteration 39Q: 3 clusters Score -356267.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -356285.468750 Penalty: 820.281433
	Iteration 40F: 3 clusters Score -356285.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -356308.312500 Penalty: 820.281433
	Iteration 41Q: 3 clusters Score -356308.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -356332.750000 Penalty: 820.281433
	Iteration 42Q: 3 clusters Score -356332.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -356365.156250 Penalty: 820.281433
	Iteration 43Q: 3 clusters Score -356365.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -356395.781250 Penalty: 820.281433
	Iteration 44Q: 3 clusters Score -356395.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -356422.343750 Penalty: 820.281433
	Iteration 45Q: 3 clusters Score -356422.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -356451.156250 Penalty: 820.281433
	Iteration 46Q: 3 clusters Score -356451.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -356475.718750 Penalty: 820.281433
	Iteration 47Q: 3 clusters Score -356475.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -356494.218750 Penalty: 820.281433
	Iteration 48Q: 3 clusters Score -356494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -356509.750000 Penalty: 820.281433
	Iteration 49Q: 3 clusters Score -356509.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -356524.125000 Penalty: 820.281433
	Iteration 50Q: 3 clusters Score -356524.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -356534.468750 Penalty: 820.281433
	Iteration 51Q: 3 clusters Score -356534.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -356548.625000 Penalty: 820.281433
	Iteration 52Q: 3 clusters Score -356548.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -356560.750000 Penalty: 820.281433
	Iteration 53Q: 3 clusters Score -356560.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -356571.187500 Penalty: 820.281433
	Iteration 54Q: 3 clusters Score -356571.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -356580.531250 Penalty: 820.281433
	Iteration 55Q: 3 clusters Score -356580.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -356584.937500 Penalty: 820.281433
	Iteration 56Q: 3 clusters Score -356584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -356592.531250 Penalty: 820.281433
	Iteration 57Q: 3 clusters Score -356592.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -356598.718750 Penalty: 820.281433
	Iteration 58Q: 3 clusters Score -356598.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -356609.281250 Penalty: 820.281433
	Iteration 59Q: 3 clusters Score -356609.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -356619.500000 Penalty: 820.281433
	Iteration 60F: 3 clusters Score -356619.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -356627.093750 Penalty: 820.281433
	Iteration 61Q: 3 clusters Score -356627.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -356633.406250 Penalty: 820.281433
	Iteration 62Q: 3 clusters Score -356633.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -356645.031250 Penalty: 820.281433
	Iteration 63Q: 3 clusters Score -356645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -356655.937500 Penalty: 820.281433
	Iteration 64Q: 3 clusters Score -356655.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -356671.906250 Penalty: 820.281433
	Iteration 65Q: 3 clusters Score -356671.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -356692.281250 Penalty: 820.281433
	Iteration 66Q: 3 clusters Score -356692.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -356707.375000 Penalty: 820.281433
	Iteration 67Q: 3 clusters Score -356707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -356717.343750 Penalty: 820.281433
	Iteration 68Q: 3 clusters Score -356717.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -356726.156250 Penalty: 820.281433
	Iteration 69Q: 3 clusters Score -356726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -356732.937500 Penalty: 820.281433
	Iteration 70Q: 3 clusters Score -356732.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -356739.250000 Penalty: 820.281433
	Iteration 71Q: 3 clusters Score -356739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -356742.781250 Penalty: 820.281433
	Iteration 72Q: 3 clusters Score -356742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -356747.375000 Penalty: 820.281433
	Iteration 73Q: 3 clusters Score -356747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -356749.031250 Penalty: 820.281433
	Iteration 74Q: 3 clusters Score -356749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -356749.687500 Penalty: 820.281433
	Iteration 75Q: 3 clusters Score -356749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -356752.187500 Penalty: 820.281433
	Iteration 76Q: 3 clusters Score -356752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -356752.687500 Penalty: 820.281433
	Iteration 77Q: 3 clusters Score -356752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -356753.187500 Penalty: 820.281433
	Iteration 78Q: 3 clusters Score -356753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -356753.187500 Penalty: 820.281433
	Iteration 79F: 3 clusters Score -356753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Entering Unmasked Estep 
Score: -2489020.500000 Penalty: 497.856812
	Iteration 0F: 2 clusters Score -2489020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2450756.500000 Penalty: 995.713623
	Iteration 0F: 3 clusters Score -2450756 nChanged 27530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2468080.500000 Penalty: 995.713623
	Iteration 1F: 3 clusters Score -2468080 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2469688.000000 Penalty: 995.713623
	Iteration 2F: 3 clusters Score -2469688 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2472666.250000 Penalty: 995.713623
	Iteration 3F: 3 clusters Score -2472666 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2477024.250000 Penalty: 995.713623
	Iteration 4F: 3 clusters Score -2477024 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2481374.000000 Penalty: 995.713623
	Iteration 5F: 3 clusters Score -2481374 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2484423.500000 Penalty: 995.713623
	Iteration 6F: 3 clusters Score -2484424 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2486234.250000 Penalty: 995.713623
	Iteration 7Q: 3 clusters Score -2486234 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2487314.000000 Penalty: 995.713623
	Iteration 8Q: 3 clusters Score -2487314 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2487910.750000 Penalty: 995.713623
	Iteration 9Q: 3 clusters Score -2487911 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2488221.000000 Penalty: 995.713623
	Iteration 10Q: 3 clusters Score -2488221 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2488372.500000 Penalty: 995.713623
	Iteration 11Q: 3 clusters Score -2488372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2488460.250000 Penalty: 995.713623
	Iteration 12Q: 3 clusters Score -2488460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2488502.000000 Penalty: 995.713623
	Iteration 13Q: 3 clusters Score -2488502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2488521.500000 Penalty: 995.713623
	Iteration 14Q: 3 clusters Score -2488522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2488532.000000 Penalty: 995.713623
	Iteration 15Q: 3 clusters Score -2488532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2488537.000000 Penalty: 995.713623
	Iteration 16Q: 3 clusters Score -2488537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2488545.500000 Penalty: 995.713623
	Iteration 17Q: 3 clusters Score -2488546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2488545.500000 Penalty: 995.713623
	Iteration 18Q: 3 clusters Score -2488546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2488547.500000 Penalty: 995.713623
	Iteration 19Q: 3 clusters Score -2488548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2488548.250000 Penalty: 995.713623
	Iteration 20F: 3 clusters Score -2488548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2488553.000000 Penalty: 995.713623
	Iteration 21Q: 3 clusters Score -2488553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2488553.500000 Penalty: 995.713623
	Iteration 22Q: 3 clusters Score -2488554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2488553.500000 Penalty: 995.713623
	Iteration 23F: 3 clusters Score -2488554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -36159.222656 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -36159.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35439.734375 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -35439.73 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -35640.152344 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -35640.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35674.433594 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -35674.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35695.015625 Penalty: 617.591248
	Iteration 3Q: 3 clusters Score -35695.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35713.460938 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -35713.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35734.375000 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -35734.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35747.210938 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -35747.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35759.937500 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -35759.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35769.824219 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -35769.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35783.429688 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -35783.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35800.660156 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -35800.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35820.039062 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -35820.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35839.359375 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -35839.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35857.839844 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -35857.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35867.019531 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -35867.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35872.511719 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -35872.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35879.519531 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -35879.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35886.699219 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -35886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35890.031250 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -35890.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35893.085938 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -35893.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35895.781250 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -35895.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35897.750000 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -35897.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35898.820312 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -35898.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35899.152344 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -35899.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35899.503906 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -35899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35899.941406 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -35899.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35900.675781 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -35900.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35900.675781 Penalty: 617.591248
	Iteration 27F: 3 clusters Score -35900.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -79641.492188 Penalty: 343.218933
	Iteration 0F: 2 clusters Score -79641.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78232.507812 Penalty: 686.437866
	Iteration 0F: 3 clusters Score -78232.51 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -78678.382812 Penalty: 686.437866
	Iteration 1F: 3 clusters Score -78678.38 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -78788.054688 Penalty: 686.437866
	Iteration 2F: 3 clusters Score -78788.05 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -78932.773438 Penalty: 686.437866
	Iteration 3F: 3 clusters Score -78932.77 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -79081.710938 Penalty: 686.437866
	Iteration 4F: 3 clusters Score -79081.71 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -79231.351562 Penalty: 686.437866
	Iteration 5F: 3 clusters Score -79231.35 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -79364.101562 Penalty: 686.437866
	Iteration 6F: 3 clusters Score -79364.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -79441.750000 Penalty: 686.437866
	Iteration 7Q: 3 clusters Score -79441.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -79486.179688 Penalty: 686.437866
	Iteration 8Q: 3 clusters Score -79486.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -79512.351562 Penalty: 686.437866
	Iteration 9Q: 3 clusters Score -79512.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -79524.007812 Penalty: 686.437866
	Iteration 10Q: 3 clusters Score -79524.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -79528.187500 Penalty: 686.437866
	Iteration 11Q: 3 clusters Score -79528.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -79532.351562 Penalty: 686.437866
	Iteration 12Q: 3 clusters Score -79532.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -79534.468750 Penalty: 686.437866
	Iteration 13Q: 3 clusters Score -79534.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -79535.695312 Penalty: 686.437866
	Iteration 14Q: 3 clusters Score -79535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -79536.242188 Penalty: 686.437866
	Iteration 15Q: 3 clusters Score -79536.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -79536.593750 Penalty: 686.437866
	Iteration 16Q: 3 clusters Score -79536.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -79536.812500 Penalty: 686.437866
	Iteration 17Q: 3 clusters Score -79536.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -79537.007812 Penalty: 686.437866
	Iteration 18Q: 3 clusters Score -79537.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -79537.007812 Penalty: 686.437866
	Iteration 19F: 3 clusters Score -79537.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Entering Unmasked Estep 
Score: -1607873.875000 Penalty: 481.609070
	Iteration 0F: 2 clusters Score -1607874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1581270.250000 Penalty: 963.218140
	Iteration 0F: 3 clusters Score -1581270 nChanged 19155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1592519.750000 Penalty: 963.218140
	Iteration 1F: 3 clusters Score -1592520 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1593157.000000 Penalty: 963.218140
	Iteration 2Q: 3 clusters Score -1593157 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1594147.625000 Penalty: 963.218140
	Iteration 3F: 3 clusters Score -1594148 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1595687.500000 Penalty: 963.218140
	Iteration 4F: 3 clusters Score -1595688 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1597890.625000 Penalty: 963.218140
	Iteration 5F: 3 clusters Score -1597891 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1600712.125000 Penalty: 963.218140
	Iteration 6F: 3 clusters Score -1600712 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1603314.875000 Penalty: 963.218140
	Iteration 7F: 3 clusters Score -1603315 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1605030.250000 Penalty: 963.218140
	Iteration 8Q: 3 clusters Score -1605030 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1605994.375000 Penalty: 963.218140
	Iteration 9Q: 3 clusters Score -1605994 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1606553.500000 Penalty: 963.218140
	Iteration 10Q: 3 clusters Score -1606554 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1606839.125000 Penalty: 963.218140
	Iteration 11Q: 3 clusters Score -1606839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1607044.625000 Penalty: 963.218140
	Iteration 12Q: 3 clusters Score -1607045 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1607177.375000 Penalty: 963.218140
	Iteration 13Q: 3 clusters Score -1607177 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1607287.500000 Penalty: 963.218140
	Iteration 14Q: 3 clusters Score -1607288 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1607387.250000 Penalty: 963.218140
	Iteration 15Q: 3 clusters Score -1607387 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1607475.500000 Penalty: 963.218140
	Iteration 16Q: 3 clusters Score -1607476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1607539.000000 Penalty: 963.218140
	Iteration 17Q: 3 clusters Score -1607539 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1607584.875000 Penalty: 963.218140
	Iteration 18Q: 3 clusters Score -1607585 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1607620.875000 Penalty: 963.218140
	Iteration 19Q: 3 clusters Score -1607621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1607652.500000 Penalty: 963.218140
	Iteration 20F: 3 clusters Score -1607652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1607688.375000 Penalty: 963.218140
	Iteration 21Q: 3 clusters Score -1607688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1607718.125000 Penalty: 963.218140
	Iteration 22Q: 3 clusters Score -1607718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1607732.250000 Penalty: 963.218140
	Iteration 23Q: 3 clusters Score -1607732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1607745.500000 Penalty: 963.218140
	Iteration 24Q: 3 clusters Score -1607746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1607754.375000 Penalty: 963.218140
	Iteration 25Q: 3 clusters Score -1607754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1607751.750000 Penalty: 963.218140
	Iteration 26Q: 3 clusters Score -1607752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1607752.625000 Penalty: 963.218140
	Iteration 27Q: 3 clusters Score -1607753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1607755.125000 Penalty: 963.218140
	Iteration 28Q: 3 clusters Score -1607755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1607761.250000 Penalty: 963.218140
	Iteration 29Q: 3 clusters Score -1607761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1607764.500000 Penalty: 963.218140
	Iteration 30Q: 3 clusters Score -1607764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1607765.750000 Penalty: 963.218140
	Iteration 31Q: 3 clusters Score -1607766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1607766.000000 Penalty: 963.218140
	Iteration 32Q: 3 clusters Score -1607766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1607769.250000 Penalty: 963.218140
	Iteration 33Q: 3 clusters Score -1607769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1607771.000000 Penalty: 963.218140
	Iteration 34Q: 3 clusters Score -1607771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1607778.125000 Penalty: 963.218140
	Iteration 35Q: 3 clusters Score -1607778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1607782.000000 Penalty: 963.218140
	Iteration 36Q: 3 clusters Score -1607782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1607785.125000 Penalty: 963.218140
	Iteration 37Q: 3 clusters Score -1607785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1607785.000000 Penalty: 963.218140
	Iteration 38Q: 3 clusters Score -1607785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1607790.250000 Penalty: 963.218140
	Iteration 39Q: 3 clusters Score -1607790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1607793.125000 Penalty: 963.218140
	Iteration 40F: 3 clusters Score -1607793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1607798.625000 Penalty: 963.218140
	Iteration 41Q: 3 clusters Score -1607799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1607797.500000 Penalty: 963.218140
	Iteration 42Q: 3 clusters Score -1607798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1607800.375000 Penalty: 963.218140
	Iteration 43Q: 3 clusters Score -1607800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1607799.250000 Penalty: 963.218140
	Iteration 44Q: 3 clusters Score -1607799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1607801.250000 Penalty: 963.218140
	Iteration 45Q: 3 clusters Score -1607801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1607802.625000 Penalty: 963.218140
	Iteration 46Q: 3 clusters Score -1607803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1607800.500000 Penalty: 963.218140
	Iteration 47Q: 3 clusters Score -1607800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1607804.000000 Penalty: 963.218140
	Iteration 48Q: 3 clusters Score -1607804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1607805.125000 Penalty: 963.218140
	Iteration 49Q: 3 clusters Score -1607805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1607805.125000 Penalty: 963.218140
	Iteration 50Q: 3 clusters Score -1607805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1607802.500000 Penalty: 963.218140
	Iteration 51Q: 3 clusters Score -1607802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1607802.500000 Penalty: 963.218140
	Iteration 52Q: 3 clusters Score -1607802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1607804.000000 Penalty: 963.218140
	Iteration 53Q: 3 clusters Score -1607804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1607804.625000 Penalty: 963.218140
	Iteration 54Q: 3 clusters Score -1607805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1607804.875000 Penalty: 963.218140
	Iteration 55Q: 3 clusters Score -1607805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1607803.250000 Penalty: 963.218140
	Iteration 56Q: 3 clusters Score -1607803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1607804.250000 Penalty: 963.218140
	Iteration 57Q: 3 clusters Score -1607804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1607805.250000 Penalty: 963.218140
	Iteration 58Q: 3 clusters Score -1607805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1607807.875000 Penalty: 963.218140
	Iteration 59Q: 3 clusters Score -1607808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1607808.500000 Penalty: 963.218140
	Iteration 60F: 3 clusters Score -1607808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1607809.000000 Penalty: 963.218140
	Iteration 61Q: 3 clusters Score -1607809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1607812.625000 Penalty: 963.218140
	Iteration 62Q: 3 clusters Score -1607813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1607812.250000 Penalty: 963.218140
	Iteration 63Q: 3 clusters Score -1607812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1607810.250000 Penalty: 963.218140
	Iteration 64Q: 3 clusters Score -1607810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1607810.000000 Penalty: 963.218140
	Iteration 65Q: 3 clusters Score -1607810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1607810.250000 Penalty: 963.218140
	Iteration 66Q: 3 clusters Score -1607810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1607810.250000 Penalty: 963.218140
	Iteration 67F: 3 clusters Score -1607810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 111707 members 
Mstep: Class 4 contains 73963 members 
Mstep: Class 5 contains 38306 members 
Mstep: Class 6 contains 250289 members 
Mstep: Class 7 contains 27001 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 107529 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 252999 members 
Mstep: Class 13 contains 8218 members 
Mstep: Class 14 contains 56495 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949132.000000 Penalty: 11404.721680
Iteration 159Q: 19 clusters Score -4.694913e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 112521 members 
Mstep: Class 4 contains 73319 members 
Mstep: Class 5 contains 38418 members 
Mstep: Class 6 contains 249197 members 
Mstep: Class 7 contains 26950 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 107629 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 20601 members 
Mstep: Class 12 contains 254076 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 56359 members 
Mstep: Class 15 contains 109968 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948816.000000 Penalty: 11404.721680
Iteration 160F: 19 clusters Score -4.694882e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 113323 members 
Mstep: Class 4 contains 72674 members 
Mstep: Class 5 contains 38546 members 
Mstep: Class 6 contains 247980 members 
Mstep: Class 7 contains 26906 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 107725 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 255147 members 
Mstep: Class 13 contains 8349 members 
Mstep: Class 14 contains 56217 members 
Mstep: Class 15 contains 109898 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 19 clusters Score -4.694908e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 114144 members 
Mstep: Class 4 contains 71950 members 
Mstep: Class 5 contains 38671 members 
Mstep: Class 6 contains 246729 members 
Mstep: Class 7 contains 26867 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 107867 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 256274 members 
Mstep: Class 13 contains 8364 members 
Mstep: Class 14 contains 56078 members 
Mstep: Class 15 contains 109820 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 19 clusters Score -4.69489e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 114944 members 
Mstep: Class 4 contains 71209 members 
Mstep: Class 5 contains 38802 members 
Mstep: Class 6 contains 245486 members 
Mstep: Class 7 contains 26829 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 107997 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 257471 members 
Mstep: Class 13 contains 8362 members 
Mstep: Class 14 contains 55923 members 
Mstep: Class 15 contains 109754 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948564.000000 Penalty: 11404.721680
Iteration 163Q: 19 clusters Score -4.694856e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 70380 members 
Mstep: Class 5 contains 38960 members 
Mstep: Class 6 contains 244295 members 
Mstep: Class 7 contains 26780 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 108138 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 258699 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 55782 members 
Mstep: Class 15 contains 109691 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 39544 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 19 clusters Score -4.694848e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 116425 members 
Mstep: Class 4 contains 69762 members 
Mstep: Class 5 contains 39108 members 
Mstep: Class 6 contains 242888 members 
Mstep: Class 7 contains 26741 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108255 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 260058 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 55654 members 
Mstep: Class 15 contains 109524 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 19 clusters Score -4.694858e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 117178 members 
Mstep: Class 4 contains 68978 members 
Mstep: Class 5 contains 39279 members 
Mstep: Class 6 contains 241634 members 
Mstep: Class 7 contains 26693 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108354 members 
Mstep: Class 10 contains 9519 members 
Mstep: Class 11 contains 20584 members 
Mstep: Class 12 contains 261315 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 55555 members 
Mstep: Class 15 contains 109438 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 19 clusters Score -4.694865e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 117957 members 
Mstep: Class 4 contains 68193 members 
Mstep: Class 5 contains 39441 members 
Mstep: Class 6 contains 240396 members 
Mstep: Class 7 contains 26649 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 20587 members 
Mstep: Class 12 contains 262520 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 55460 members 
Mstep: Class 15 contains 109359 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 39534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 19 clusters Score -4.694845e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 118695 members 
Mstep: Class 4 contains 67644 members 
Mstep: Class 5 contains 39621 members 
Mstep: Class 6 contains 238914 members 
Mstep: Class 7 contains 26612 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 108557 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 20583 members 
Mstep: Class 12 contains 263845 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 55374 members 
Mstep: Class 15 contains 109207 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 39528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 19 clusters Score -4.69484e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 119430 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 39814 members 
Mstep: Class 6 contains 237449 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 108640 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 265168 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 14 contains 55272 members 
Mstep: Class 15 contains 109117 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -4.694826e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 120173 members 
Mstep: Class 4 contains 66426 members 
Mstep: Class 5 contains 40000 members 
Mstep: Class 6 contains 235954 members 
Mstep: Class 7 contains 26538 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108720 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 20590 members 
Mstep: Class 12 contains 266490 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 55168 members 
Mstep: Class 15 contains 108983 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 39558 members 
Entering Unmasked Estep 
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Score: -46948160.000000 Penalty: 11404.721680
Iteration 170Q: 19 clusters Score -4.694816e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 120907 members 
Mstep: Class 4 contains 65834 members 
Mstep: Class 5 contains 40212 members 
Mstep: Class 6 contains 234399 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 108829 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 20569 members 
Mstep: Class 12 contains 267877 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 55055 members 
Mstep: Class 15 contains 108862 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39560 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -4.694822e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 121695 members 
Mstep: Class 4 contains 65268 members 
Mstep: Class 5 contains 40410 members 
Mstep: Class 6 contains 232799 members 
Mstep: Class 7 contains 26491 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 108900 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 20547 members 
Mstep: Class 12 contains 269235 members 
Mstep: Class 13 contains 8280 members 
Mstep: Class 14 contains 54946 members 
Mstep: Class 15 contains 108775 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 39562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948460.000000 Penalty: 11404.721680
Iteration 172Q: 19 clusters Score -4.694846e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 122524 members 
Mstep: Class 4 contains 64653 members 
Mstep: Class 5 contains 40614 members 
Mstep: Class 6 contains 231234 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 108943 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 20538 members 
Mstep: Class 12 contains 270492 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 54850 members 
Mstep: Class 15 contains 108725 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 39571 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -4.694846e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 123376 members 
Mstep: Class 4 contains 64191 members 
Mstep: Class 5 contains 40816 members 
Mstep: Class 6 contains 229561 members 
Mstep: Class 7 contains 26445 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 108971 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 20528 members 
Mstep: Class 12 contains 271766 members 
Mstep: Class 13 contains 8286 members 
Mstep: Class 14 contains 54767 members 
Mstep: Class 15 contains 108604 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 21 contains 39575 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -4.694864e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 124175 members 
Mstep: Class 4 contains 63491 members 
Mstep: Class 5 contains 41032 members 
Mstep: Class 6 contains 228047 members 
Mstep: Class 7 contains 26435 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 109001 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 273039 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 54682 members 
Mstep: Class 15 contains 108596 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 39579 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -4.694841e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 125082 members 
Mstep: Class 4 contains 62860 members 
Mstep: Class 5 contains 41226 members 
Mstep: Class 6 contains 226488 members 
Mstep: Class 7 contains 26417 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 109029 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 20512 members 
Mstep: Class 12 contains 274226 members 
Mstep: Class 13 contains 8295 members 
Mstep: Class 14 contains 54578 members 
Mstep: Class 15 contains 108596 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 39577 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 19 clusters Score -4.694842e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 125970 members 
Mstep: Class 4 contains 62292 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 224813 members 
Mstep: Class 7 contains 26407 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109069 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 20502 members 
Mstep: Class 12 contains 275530 members 
Mstep: Class 13 contains 8295 members 
Mstep: Class 14 contains 54481 members 
Mstep: Class 15 contains 108537 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 39568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 19 clusters Score -4.694846e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 126860 members 
Mstep: Class 4 contains 61715 members 
Mstep: Class 5 contains 41632 members 
Mstep: Class 6 contains 223292 members 
Mstep: Class 7 contains 26387 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109125 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 20504 members 
Mstep: Class 12 contains 276636 members 
Mstep: Class 13 contains 8296 members 
Mstep: Class 14 contains 54379 members 
Mstep: Class 15 contains 108478 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39564 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -4.694854e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 127721 members 
Mstep: Class 4 contains 61067 members 
Mstep: Class 5 contains 41867 members 
Mstep: Class 6 contains 221837 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109174 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 20496 members 
Mstep: Class 12 contains 277720 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 54280 members 
Mstep: Class 15 contains 108471 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39555 members 
Entering Unmasked Estep 
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Score: -46948668.000000 Penalty: 11404.721680
Iteration 179Q: 19 clusters Score -4.694867e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 128544 members 
Mstep: Class 4 contains 60489 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 220244 members 
Mstep: Class 7 contains 26355 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109227 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 20467 members 
Mstep: Class 12 contains 278931 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 54185 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948640.000000 Penalty: 11404.721680
Iteration 180F: 19 clusters Score -4.694864e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 129346 members 
Mstep: Class 4 contains 59889 members 
Mstep: Class 5 contains 42396 members 
Mstep: Class 6 contains 218644 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 109265 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 20436 members 
Mstep: Class 12 contains 280136 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 54113 members 
Mstep: Class 15 contains 108471 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39519 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -4.694856e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 130158 members 
Mstep: Class 4 contains 59288 members 
Mstep: Class 5 contains 42660 members 
Mstep: Class 6 contains 217084 members 
Mstep: Class 7 contains 26311 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 109321 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 20410 members 
Mstep: Class 12 contains 281322 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 14 contains 54051 members 
Mstep: Class 15 contains 108450 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39496 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -4.694845e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 131033 members 
Mstep: Class 4 contains 58655 members 
Mstep: Class 5 contains 42897 members 
Mstep: Class 6 contains 215546 members 
Mstep: Class 7 contains 26295 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 109379 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 282466 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 53989 members 
Mstep: Class 15 contains 108418 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948240.000000 Penalty: 11404.721680
Iteration 183Q: 19 clusters Score -4.694824e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 131870 members 
Mstep: Class 4 contains 58132 members 
Mstep: Class 5 contains 43122 members 
Mstep: Class 6 contains 213929 members 
Mstep: Class 7 contains 26275 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109428 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 20375 members 
Mstep: Class 12 contains 283632 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 53931 members 
Mstep: Class 15 contains 108357 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948036.000000 Penalty: 11404.721680
Iteration 184Q: 19 clusters Score -4.694804e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 132715 members 
Mstep: Class 4 contains 57613 members 
Mstep: Class 5 contains 43329 members 
Mstep: Class 6 contains 212443 members 
Mstep: Class 7 contains 26248 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109487 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20352 members 
Mstep: Class 12 contains 284710 members 
Mstep: Class 13 contains 8371 members 
Mstep: Class 14 contains 53865 members 
Mstep: Class 15 contains 108297 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948016.000000 Penalty: 11404.721680
Iteration 185Q: 19 clusters Score -4.694802e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 133512 members 
Mstep: Class 4 contains 57163 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 211008 members 
Mstep: Class 7 contains 26227 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109501 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 20317 members 
Mstep: Class 12 contains 285748 members 
Mstep: Class 13 contains 8379 members 
Mstep: Class 14 contains 53806 members 
Mstep: Class 15 contains 108249 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39485 members 
Entering Unmasked Estep 
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Score: -46947756.000000 Penalty: 11404.721680
Iteration 186Q: 19 clusters Score -4.694776e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 134246 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 43751 members 
Mstep: Class 6 contains 209532 members 
Mstep: Class 7 contains 26210 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 109518 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 20275 members 
Mstep: Class 12 contains 286900 members 
Mstep: Class 13 contains 8386 members 
Mstep: Class 14 contains 53760 members 
Mstep: Class 15 contains 108214 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39492 members 
Entering Unmasked Estep 
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Score: -46947632.000000 Penalty: 11404.721680
Iteration 187Q: 19 clusters Score -4.694763e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 134989 members 
Mstep: Class 4 contains 56122 members 
Mstep: Class 5 contains 43952 members 
Mstep: Class 6 contains 208164 members 
Mstep: Class 7 contains 26195 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109542 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 20259 members 
Mstep: Class 12 contains 287952 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 53717 members 
Mstep: Class 15 contains 108192 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947304.000000 Penalty: 11404.721680
Iteration 188Q: 19 clusters Score -4.69473e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 135684 members 
Mstep: Class 4 contains 55572 members 
Mstep: Class 5 contains 44146 members 
Mstep: Class 6 contains 206899 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109554 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 20219 members 
Mstep: Class 12 contains 288954 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 53678 members 
Mstep: Class 15 contains 108193 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 39499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947124.000000 Penalty: 11404.721680
Iteration 189Q: 19 clusters Score -4.694712e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 136348 members 
Mstep: Class 4 contains 54987 members 
Mstep: Class 5 contains 44341 members 
Mstep: Class 6 contains 205682 members 
Mstep: Class 7 contains 26168 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109563 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 20186 members 
Mstep: Class 12 contains 289925 members 
Mstep: Class 13 contains 8404 members 
Mstep: Class 14 contains 53637 members 
Mstep: Class 15 contains 108252 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 21 contains 39496 members 
Entering Unmasked Estep 
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Iteration 190Q: 19 clusters Score -4.694699e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 137030 members 
Mstep: Class 4 contains 54472 members 
Mstep: Class 5 contains 44536 members 
Mstep: Class 6 contains 204441 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109606 members 
Mstep: Class 10 contains 9585 members 
Mstep: Class 11 contains 20146 members 
Mstep: Class 12 contains 290826 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 53577 members 
Mstep: Class 15 contains 108287 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 21 contains 39509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946944.000000 Penalty: 11404.721680
Iteration 191Q: 19 clusters Score -4.694694e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 137681 members 
Mstep: Class 4 contains 54026 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 203151 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 109658 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 20131 members 
Mstep: Class 12 contains 291716 members 
Mstep: Class 13 contains 8408 members 
Mstep: Class 14 contains 53509 members 
Mstep: Class 15 contains 108287 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 21 contains 39535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 192Q: 19 clusters Score -4.694645e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 138365 members 
Mstep: Class 4 contains 53563 members 
Mstep: Class 5 contains 44922 members 
Mstep: Class 6 contains 201870 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 109712 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 292627 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 53445 members 
Mstep: Class 15 contains 108285 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 21 contains 39545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 19 clusters Score -4.694593e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 138975 members 
Mstep: Class 4 contains 53025 members 
Mstep: Class 5 contains 45089 members 
Mstep: Class 6 contains 200757 members 
Mstep: Class 7 contains 26148 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109722 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20099 members 
Mstep: Class 12 contains 293520 members 
Mstep: Class 13 contains 8420 members 
Mstep: Class 14 contains 53401 members 
Mstep: Class 15 contains 108324 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 21 contains 39540 members 
Entering Unmasked Estep 
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Iteration 194Q: 19 clusters Score -4.69459e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 139547 members 
Mstep: Class 4 contains 52556 members 
Mstep: Class 5 contains 45243 members 
Mstep: Class 6 contains 199526 members 
Mstep: Class 7 contains 26146 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 109718 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 20101 members 
Mstep: Class 12 contains 294512 members 
Mstep: Class 13 contains 8431 members 
Mstep: Class 14 contains 53351 members 
Mstep: Class 15 contains 108349 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 21 contains 39540 members 
Entering Unmasked Estep 
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Iteration 195Q: 19 clusters Score -4.694554e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 140097 members 
Mstep: Class 4 contains 52169 members 
Mstep: Class 5 contains 45406 members 
Mstep: Class 6 contains 198257 members 
Mstep: Class 7 contains 26147 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 109711 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 295508 members 
Mstep: Class 13 contains 8436 members 
Mstep: Class 14 contains 53291 members 
Mstep: Class 15 contains 108360 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 21 contains 39543 members 
Entering Unmasked Estep 
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Iteration 196Q: 19 clusters Score -4.694522e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 140675 members 
Mstep: Class 4 contains 51759 members 
Mstep: Class 5 contains 45568 members 
Mstep: Class 6 contains 197049 members 
Mstep: Class 7 contains 26137 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109663 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 20105 members 
Mstep: Class 12 contains 296415 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 53257 members 
Mstep: Class 15 contains 108422 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 21 contains 39536 members 
Entering Unmasked Estep 
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Iteration 197Q: 19 clusters Score -4.694492e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 141231 members 
Mstep: Class 4 contains 51291 members 
Mstep: Class 5 contains 45716 members 
Mstep: Class 6 contains 196030 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109623 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20101 members 
Mstep: Class 12 contains 297246 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 53224 members 
Mstep: Class 15 contains 108476 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 39532 members 
Entering Unmasked Estep 
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Iteration 198Q: 19 clusters Score -4.69446e+07 nChanged 3174
Entering ConstructFrom: 
Score: -46944600.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -216351.281250 Penalty: 388.344025
	Iteration 0F: 2 clusters Score -216351.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -212913.296875 Penalty: 776.688049
	Iteration 0F: 3 clusters Score -212913.3 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -214291.921875 Penalty: 776.688049
	Iteration 1F: 3 clusters Score -214291.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -214528.734375 Penalty: 776.688049
	Iteration 2F: 3 clusters Score -214528.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -214772.796875 Penalty: 776.688049
	Iteration 3F: 3 clusters Score -214772.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -215011.750000 Penalty: 776.688049
	Iteration 4F: 3 clusters Score -215011.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -215258.953125 Penalty: 776.688049
	Iteration 5F: 3 clusters Score -215259 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -215483.640625 Penalty: 776.688049
	Iteration 6F: 3 clusters Score -215483.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215737.953125 Penalty: 776.688049
	Iteration 7F: 3 clusters Score -215738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -215891.781250 Penalty: 776.688049
	Iteration 8Q: 3 clusters Score -215891.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -215939.984375 Penalty: 776.688049
	Iteration 9Q: 3 clusters Score -215940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -215965.578125 Penalty: 776.688049
	Iteration 10Q: 3 clusters Score -215965.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -215980.687500 Penalty: 776.688049
	Iteration 11Q: 3 clusters Score -215980.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -215997.906250 Penalty: 776.688049
	Iteration 12Q: 3 clusters Score -215997.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -216009.031250 Penalty: 776.688049
	Iteration 13Q: 3 clusters Score -216009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216019.125000 Penalty: 776.688049
	Iteration 14Q: 3 clusters Score -216019.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216026.875000 Penalty: 776.688049
	Iteration 15Q: 3 clusters Score -216026.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -216037.640625 Penalty: 776.688049
	Iteration 16Q: 3 clusters Score -216037.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -216047.984375 Penalty: 776.688049
	Iteration 17Q: 3 clusters Score -216048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -216057.750000 Penalty: 776.688049
	Iteration 18Q: 3 clusters Score -216057.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -216066.906250 Penalty: 776.688049
	Iteration 19Q: 3 clusters Score -216066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -216078.359375 Penalty: 776.688049
	Iteration 20F: 3 clusters Score -216078.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216088.078125 Penalty: 776.688049
	Iteration 21Q: 3 clusters Score -216088.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -216096.296875 Penalty: 776.688049
	Iteration 22Q: 3 clusters Score -216096.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216103.265625 Penalty: 776.688049
	Iteration 23Q: 3 clusters Score -216103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -216113.953125 Penalty: 776.688049
	Iteration 24Q: 3 clusters Score -216114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -216122.484375 Penalty: 776.688049
	Iteration 25Q: 3 clusters Score -216122.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -216133.015625 Penalty: 776.688049
	Iteration 26Q: 3 clusters Score -216133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216138.765625 Penalty: 776.688049
	Iteration 27Q: 3 clusters Score -216138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -216142.734375 Penalty: 776.688049
	Iteration 28Q: 3 clusters Score -216142.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216144.750000 Penalty: 776.688049
	Iteration 29Q: 3 clusters Score -216144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -216148.250000 Penalty: 776.688049
	Iteration 30Q: 3 clusters Score -216148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -216150.796875 Penalty: 776.688049
	Iteration 31Q: 3 clusters Score -216150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216153.937500 Penalty: 776.688049
	Iteration 32Q: 3 clusters Score -216153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216156.000000 Penalty: 776.688049
	Iteration 33Q: 3 clusters Score -216156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -216158.593750 Penalty: 776.688049
	Iteration 34Q: 3 clusters Score -216158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -216162.140625 Penalty: 776.688049
	Iteration 35Q: 3 clusters Score -216162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -216167.093750 Penalty: 776.688049
	Iteration 36Q: 3 clusters Score -216167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -216170.781250 Penalty: 776.688049
	Iteration 37Q: 3 clusters Score -216170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -216176.328125 Penalty: 776.688049
	Iteration 38Q: 3 clusters Score -216176.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -216183.609375 Penalty: 776.688049
	Iteration 39Q: 3 clusters Score -216183.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -216189.734375 Penalty: 776.688049
	Iteration 40F: 3 clusters Score -216189.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -216192.875000 Penalty: 776.688049
	Iteration 41Q: 3 clusters Score -216192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -216194.000000 Penalty: 776.688049
	Iteration 42Q: 3 clusters Score -216194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -216194.437500 Penalty: 776.688049
	Iteration 43Q: 3 clusters Score -216194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -216195.203125 Penalty: 776.688049
	Iteration 44Q: 3 clusters Score -216195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -216196.062500 Penalty: 776.688049
	Iteration 45Q: 3 clusters Score -216196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -216197.406250 Penalty: 776.688049
	Iteration 46Q: 3 clusters Score -216197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216199.625000 Penalty: 776.688049
	Iteration 47Q: 3 clusters Score -216199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -216200.671875 Penalty: 776.688049
	Iteration 48Q: 3 clusters Score -216200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -216202.828125 Penalty: 776.688049
	Iteration 49Q: 3 clusters Score -216202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -216204.156250 Penalty: 776.688049
	Iteration 50Q: 3 clusters Score -216204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -216205.953125 Penalty: 776.688049
	Iteration 51Q: 3 clusters Score -216206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -216207.578125 Penalty: 776.688049
	Iteration 52Q: 3 clusters Score -216207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -216208.437500 Penalty: 776.688049
	Iteration 53Q: 3 clusters Score -216208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216208.937500 Penalty: 776.688049
	Iteration 54Q: 3 clusters Score -216208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -216209.328125 Penalty: 776.688049
	Iteration 55Q: 3 clusters Score -216209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -216209.328125 Penalty: 776.688049
	Iteration 56F: 3 clusters Score -216209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -8250.195312 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -8250.195 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 140 members 
Entering Unmasked Estep 
Score: -7938.431641 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -7938.432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8266.824219 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -8266.824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8332.121094 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -8332.121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8368.134766 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -8368.135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8373.561523 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -8373.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8373.561523 Penalty: 510.127991
	Iteration 5F: 3 clusters Score -8373.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 68 members 
Mstep: Class 3 contains 141755 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 45857 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 297986 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 108491 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
Score: -46943848.000000 Penalty: 12038.316406
Splitting cluster 2 changes total score from -46944600.000000 to -46943848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (141755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Entering Unmasked Estep 
Score: -6221161.000000 Penalty: 539.714417
	Iteration 0F: 2 clusters Score -6221161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -6125139.000000 Penalty: 1079.428833
	Iteration 0F: 3 clusters Score -6125139 nChanged 69590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -6167256.500000 Penalty: 1079.428833
	Iteration 1F: 3 clusters Score -6167256 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -6169080.500000 Penalty: 1079.428833
	Iteration 2Q: 3 clusters Score -6169080 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -6171826.000000 Penalty: 1079.428833
	Iteration 3Q: 3 clusters Score -6171826 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -6176231.000000 Penalty: 1079.428833
	Iteration 4F: 3 clusters Score -6176231 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -6183331.500000 Penalty: 1079.428833
	Iteration 5F: 3 clusters Score -6183332 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -6192619.500000 Penalty: 1079.428833
	Iteration 6F: 3 clusters Score -6192620 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -6199900.000000 Penalty: 1079.428833
	Iteration 7F: 3 clusters Score -6199900 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -6203693.500000 Penalty: 1079.428833
	Iteration 8Q: 3 clusters Score -6203694 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -6206716.500000 Penalty: 1079.428833
	Iteration 9Q: 3 clusters Score -6206716 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -6209750.000000 Penalty: 1079.428833
	Iteration 10Q: 3 clusters Score -6209750 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -6213017.000000 Penalty: 1079.428833
	Iteration 11Q: 3 clusters Score -6213017 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -6216061.500000 Penalty: 1079.428833
	Iteration 12Q: 3 clusters Score -6216062 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -6218625.500000 Penalty: 1079.428833
	Iteration 13Q: 3 clusters Score -6218626 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -6220500.000000 Penalty: 1079.428833
	Iteration 14Q: 3 clusters Score -6220500 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -6221635.000000 Penalty: 1079.428833
	Iteration 15Q: 3 clusters Score -6221635 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -6222316.000000 Penalty: 1079.428833
	Iteration 16Q: 3 clusters Score -6222316 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -6222602.000000 Penalty: 1079.428833
	Iteration 17Q: 3 clusters Score -6222602 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -6222776.000000 Penalty: 1079.428833
	Iteration 18Q: 3 clusters Score -6222776 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -6222863.500000 Penalty: 1079.428833
	Iteration 19Q: 3 clusters Score -6222864 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -6223003.000000 Penalty: 1079.428833
	Iteration 20F: 3 clusters Score -6223003 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -6223056.500000 Penalty: 1079.428833
	Iteration 21Q: 3 clusters Score -6223056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -6223081.000000 Penalty: 1079.428833
	Iteration 22Q: 3 clusters Score -6223081 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -6223113.000000 Penalty: 1079.428833
	Iteration 23Q: 3 clusters Score -6223113 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -6223112.500000 Penalty: 1079.428833
	Iteration 24Q: 3 clusters Score -6223112 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6223122 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6223139 nChanged 135
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Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6223141 nChanged 141
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Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6223128 nChanged 146
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6223152 nChanged 136
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Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6223138 nChanged 122
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Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6223154 nChanged 154
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Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6223150 nChanged 155
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Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6223148 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6223154 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6223152 nChanged 158
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Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6223147 nChanged 133
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Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6223140 nChanged 123
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Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6223146 nChanged 125
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Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6223154 nChanged 125
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Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6223160 nChanged 132
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Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6223168 nChanged 128
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Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6223158 nChanged 113
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Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6223170 nChanged 101
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Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6223148 nChanged 103
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Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6223150 nChanged 120
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Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6223159 nChanged 113
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Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6223154 nChanged 123
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Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6223168 nChanged 126
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Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -6223182.500000 Penalty: 1079.428833
	Iteration 50Q: 3 clusters Score -6223182 nChanged 109
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Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6223166 nChanged 97
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Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6223190 nChanged 86
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Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6223198 nChanged 87
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Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6223192 nChanged 95
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Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6223222 nChanged 90
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Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6223212 nChanged 96
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Mstep: Class 1 contains 51229 members 
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	Iteration 57Q: 3 clusters Score -6223211 nChanged 103
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6223208 nChanged 92
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Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6223212 nChanged 91
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Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6223212 nChanged 87
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Mstep: Class 1 contains 51602 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6223216 nChanged 75
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Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6223200 nChanged 70
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Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6223204 nChanged 70
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Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6223211 nChanged 65
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Mstep: Class 1 contains 51882 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6223206 nChanged 64
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Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 89809 members 
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	Iteration 66Q: 3 clusters Score -6223201 nChanged 52
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Mstep: Class 1 contains 51998 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6223198 nChanged 50
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Mstep: Class 1 contains 52048 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6223206 nChanged 53
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Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6223199 nChanged 56
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Mstep: Class 1 contains 52157 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6223216 nChanged 69
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Mstep: Class 1 contains 52226 members 
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	Iteration 71Q: 3 clusters Score -6223212 nChanged 64
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Mstep: Class 1 contains 52290 members 
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	Iteration 72Q: 3 clusters Score -6223212 nChanged 62
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	Iteration 73Q: 3 clusters Score -6223211 nChanged 59
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6223222 nChanged 63
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	Iteration 75Q: 3 clusters Score -6223220 nChanged 56
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	Iteration 76Q: 3 clusters Score -6223217 nChanged 51
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	Iteration 77Q: 3 clusters Score -6223235 nChanged 61
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	Iteration 78Q: 3 clusters Score -6223246 nChanged 73
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	Iteration 79Q: 3 clusters Score -6223254 nChanged 69
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	Iteration 80F: 3 clusters Score -6223260 nChanged 61
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	Iteration 81Q: 3 clusters Score -6223264 nChanged 46
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	Iteration 82Q: 3 clusters Score -6223260 nChanged 34
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	Iteration 83Q: 3 clusters Score -6223266 nChanged 30
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	Iteration 84Q: 3 clusters Score -6223263 nChanged 27
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	Iteration 85Q: 3 clusters Score -6223270 nChanged 21
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	Iteration 86Q: 3 clusters Score -6223269 nChanged 21
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	Iteration 87Q: 3 clusters Score -6223270 nChanged 28
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Mstep: Class 1 contains 53078 members 
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	Iteration 89Q: 3 clusters Score -6223269 nChanged 30
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Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 88647 members 
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	Iteration 90Q: 3 clusters Score -6223260 nChanged 30
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	Iteration 91Q: 3 clusters Score -6223264 nChanged 28
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Mstep: Class 1 contains 53166 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6223266 nChanged 24
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	Iteration 93Q: 3 clusters Score -6223271 nChanged 24
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	Iteration 94Q: 3 clusters Score -6223270 nChanged 24
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	Iteration 95Q: 3 clusters Score -6223260 nChanged 24
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	Iteration 96Q: 3 clusters Score -6223256 nChanged 24
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	Iteration 97Q: 3 clusters Score -6223257 nChanged 26
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	Iteration 98Q: 3 clusters Score -6223253 nChanged 28
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	Iteration 99Q: 3 clusters Score -6223257 nChanged 25
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	Iteration 100F: 3 clusters Score -6223252 nChanged 18
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	Iteration 101Q: 3 clusters Score -6223262 nChanged 21
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	Iteration 103Q: 3 clusters Score -6223271 nChanged 28
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	Iteration 104Q: 3 clusters Score -6223272 nChanged 28
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	Iteration 105Q: 3 clusters Score -6223270 nChanged 30
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	Iteration 106Q: 3 clusters Score -6223272 nChanged 21
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	Iteration 107Q: 3 clusters Score -6223268 nChanged 28
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	Iteration 108Q: 3 clusters Score -6223264 nChanged 19
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	Iteration 109Q: 3 clusters Score -6223270 nChanged 20
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	Iteration 110Q: 3 clusters Score -6223266 nChanged 25
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	Iteration 111Q: 3 clusters Score -6223273 nChanged 14
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	Iteration 112Q: 3 clusters Score -6223274 nChanged 14
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	Iteration 113Q: 3 clusters Score -6223274 nChanged 11
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	Iteration 114Q: 3 clusters Score -6223264 nChanged 16
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	Iteration 115Q: 3 clusters Score -6223266 nChanged 20
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	Iteration 116Q: 3 clusters Score -6223272 nChanged 17
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Score: -6223271.000000 Penalty: 1079.428833
	Iteration 117Q: 3 clusters Score -6223271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -6223272.500000 Penalty: 1079.428833
	Iteration 118Q: 3 clusters Score -6223272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -6223275.000000 Penalty: 1079.428833
	Iteration 119Q: 3 clusters Score -6223275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -6223272.500000 Penalty: 1079.428833
	Iteration 120F: 3 clusters Score -6223272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -6223277.500000 Penalty: 1079.428833
	Iteration 121Q: 3 clusters Score -6223278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -6223279.000000 Penalty: 1079.428833
	Iteration 122Q: 3 clusters Score -6223279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -6223280.500000 Penalty: 1079.428833
	Iteration 123Q: 3 clusters Score -6223280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -6223277.500000 Penalty: 1079.428833
	Iteration 124Q: 3 clusters Score -6223278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -6223278.500000 Penalty: 1079.428833
	Iteration 125Q: 3 clusters Score -6223278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -6223276.000000 Penalty: 1079.428833
	Iteration 126Q: 3 clusters Score -6223276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -6223275.000000 Penalty: 1079.428833
	Iteration 127Q: 3 clusters Score -6223275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -6223275.500000 Penalty: 1079.428833
	Iteration 128Q: 3 clusters Score -6223276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -6223270.500000 Penalty: 1079.428833
	Iteration 129Q: 3 clusters Score -6223270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -6223268.500000 Penalty: 1079.428833
	Iteration 130Q: 3 clusters Score -6223268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -6223267.000000 Penalty: 1079.428833
	Iteration 131Q: 3 clusters Score -6223267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -6223263.000000 Penalty: 1079.428833
	Iteration 132Q: 3 clusters Score -6223263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -6223271.000000 Penalty: 1079.428833
	Iteration 133Q: 3 clusters Score -6223271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -6223264.500000 Penalty: 1079.428833
	Iteration 134Q: 3 clusters Score -6223264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -6223267.500000 Penalty: 1079.428833
	Iteration 135Q: 3 clusters Score -6223268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -6223269.000000 Penalty: 1079.428833
	Iteration 136Q: 3 clusters Score -6223269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -6223269.000000 Penalty: 1079.428833
	Iteration 137Q: 3 clusters Score -6223269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -6223273.500000 Penalty: 1079.428833
	Iteration 138Q: 3 clusters Score -6223274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -6223270.000000 Penalty: 1079.428833
	Iteration 139Q: 3 clusters Score -6223270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -6223257.000000 Penalty: 1079.428833
	Iteration 140F: 3 clusters Score -6223257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -6223246.500000 Penalty: 1079.428833
	Iteration 141Q: 3 clusters Score -6223246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -6223243.500000 Penalty: 1079.428833
	Iteration 142Q: 3 clusters Score -6223244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -6223249.000000 Penalty: 1079.428833
	Iteration 143Q: 3 clusters Score -6223249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -6223252.500000 Penalty: 1079.428833
	Iteration 144Q: 3 clusters Score -6223252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -6223250.000000 Penalty: 1079.428833
	Iteration 145Q: 3 clusters Score -6223250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -6223253.000000 Penalty: 1079.428833
	Iteration 146Q: 3 clusters Score -6223253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -6223248.000000 Penalty: 1079.428833
	Iteration 147Q: 3 clusters Score -6223248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -6223253.500000 Penalty: 1079.428833
	Iteration 148Q: 3 clusters Score -6223254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -6223254.000000 Penalty: 1079.428833
	Iteration 149Q: 3 clusters Score -6223254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -6223250.500000 Penalty: 1079.428833
	Iteration 150Q: 3 clusters Score -6223250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -6223255.500000 Penalty: 1079.428833
	Iteration 151Q: 3 clusters Score -6223256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -6223254.500000 Penalty: 1079.428833
	Iteration 152Q: 3 clusters Score -6223254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -6223255.500000 Penalty: 1079.428833
	Iteration 153Q: 3 clusters Score -6223256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -6223255.000000 Penalty: 1079.428833
	Iteration 154Q: 3 clusters Score -6223255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -6223258.000000 Penalty: 1079.428833
	Iteration 155Q: 3 clusters Score -6223258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -6223257.500000 Penalty: 1079.428833
	Iteration 156Q: 3 clusters Score -6223258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -6223257.500000 Penalty: 1079.428833
	Iteration 157F: 3 clusters Score -6223258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54097 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 45857 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 297986 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 108491 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 87658 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
Score: -46945844.000000 Penalty: 12038.316406
Splitting cluster 3 changes total score from -46944600.000000 to -46945844.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (50821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Entering Unmasked Estep 
Score: -2341814.250000 Penalty: 493.040985
	Iteration 0F: 2 clusters Score -2341814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2307721.250000 Penalty: 986.081970
	Iteration 0F: 3 clusters Score -2307721 nChanged 24550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2323003.250000 Penalty: 986.081970
	Iteration 1F: 3 clusters Score -2323003 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2323944.250000 Penalty: 986.081970
	Iteration 2Q: 3 clusters Score -2323944 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -2325463.750000 Penalty: 986.081970
	Iteration 3F: 3 clusters Score -2325464 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2327711.750000 Penalty: 986.081970
	Iteration 4F: 3 clusters Score -2327712 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -2330154.250000 Penalty: 986.081970
	Iteration 5F: 3 clusters Score -2330154 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2331798.750000 Penalty: 986.081970
	Iteration 6F: 3 clusters Score -2331799 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -2332479.000000 Penalty: 986.081970
	Iteration 7Q: 3 clusters Score -2332479 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -2332732.250000 Penalty: 986.081970
	Iteration 8Q: 3 clusters Score -2332732 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -2332915.000000 Penalty: 986.081970
	Iteration 9Q: 3 clusters Score -2332915 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2333118.250000 Penalty: 986.081970
	Iteration 10Q: 3 clusters Score -2333118 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -2333358.250000 Penalty: 986.081970
	Iteration 11Q: 3 clusters Score -2333358 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -2333687.250000 Penalty: 986.081970
	Iteration 12Q: 3 clusters Score -2333687 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -2334067.000000 Penalty: 986.081970
	Iteration 13Q: 3 clusters Score -2334067 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -2334612.750000 Penalty: 986.081970
	Iteration 14Q: 3 clusters Score -2334613 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -2335303.750000 Penalty: 986.081970
	Iteration 15Q: 3 clusters Score -2335304 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -2336113.250000 Penalty: 986.081970
	Iteration 16Q: 3 clusters Score -2336113 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2336979.000000 Penalty: 986.081970
	Iteration 17Q: 3 clusters Score -2336979 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -2337770.750000 Penalty: 986.081970
	Iteration 18Q: 3 clusters Score -2337771 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -2338476.750000 Penalty: 986.081970
	Iteration 19Q: 3 clusters Score -2338477 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -2339090.500000 Penalty: 986.081970
	Iteration 20F: 3 clusters Score -2339090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -2339689.500000 Penalty: 986.081970
	Iteration 21Q: 3 clusters Score -2339690 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -2340162.250000 Penalty: 986.081970
	Iteration 22Q: 3 clusters Score -2340162 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -2340530.250000 Penalty: 986.081970
	Iteration 23Q: 3 clusters Score -2340530 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -2340795.250000 Penalty: 986.081970
	Iteration 24Q: 3 clusters Score -2340795 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -2340925.000000 Penalty: 986.081970
	Iteration 25Q: 3 clusters Score -2340925 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -2340987.750000 Penalty: 986.081970
	Iteration 26Q: 3 clusters Score -2340988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -2341030.500000 Penalty: 986.081970
	Iteration 27Q: 3 clusters Score -2341030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -2341038.500000 Penalty: 986.081970
	Iteration 28Q: 3 clusters Score -2341038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -2341068.750000 Penalty: 986.081970
	Iteration 29Q: 3 clusters Score -2341069 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -2341078.000000 Penalty: 986.081970
	Iteration 30Q: 3 clusters Score -2341078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -2341080.500000 Penalty: 986.081970
	Iteration 31Q: 3 clusters Score -2341080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -2341087.500000 Penalty: 986.081970
	Iteration 32Q: 3 clusters Score -2341088 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -2341082.000000 Penalty: 986.081970
	Iteration 33Q: 3 clusters Score -2341082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -2341079.750000 Penalty: 986.081970
	Iteration 34Q: 3 clusters Score -2341080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -2341063.750000 Penalty: 986.081970
	Iteration 35Q: 3 clusters Score -2341064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -2341072.500000 Penalty: 986.081970
	Iteration 36Q: 3 clusters Score -2341072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -2341068.000000 Penalty: 986.081970
	Iteration 37Q: 3 clusters Score -2341068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -2341063.250000 Penalty: 986.081970
	Iteration 38Q: 3 clusters Score -2341063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -2341078.500000 Penalty: 986.081970
	Iteration 39Q: 3 clusters Score -2341078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -2341060.750000 Penalty: 986.081970
	Iteration 40F: 3 clusters Score -2341061 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -2341064.750000 Penalty: 986.081970
	Iteration 41Q: 3 clusters Score -2341065 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -2341070.000000 Penalty: 986.081970
	Iteration 42Q: 3 clusters Score -2341070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -2341062.000000 Penalty: 986.081970
	Iteration 43Q: 3 clusters Score -2341062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -2341073.000000 Penalty: 986.081970
	Iteration 44Q: 3 clusters Score -2341073 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -2341067.750000 Penalty: 986.081970
	Iteration 45Q: 3 clusters Score -2341068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -2341078.000000 Penalty: 986.081970
	Iteration 46Q: 3 clusters Score -2341078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -2341078.000000 Penalty: 986.081970
	Iteration 47Q: 3 clusters Score -2341078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2341047 nChanged 92
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Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2341056 nChanged 183
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Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2341048 nChanged 125
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Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2341056 nChanged 106
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2341052 nChanged 159
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Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2341053 nChanged 109
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Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2341054 nChanged 126
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Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2341081 nChanged 133
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Mstep: Class 1 contains 6922 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6593 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2341094 nChanged 74
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Mstep: Class 1 contains 6519 members 
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	Iteration 69Q: 3 clusters Score -2341096 nChanged 87
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Mstep: Class 1 contains 6432 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 44580 members 
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Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 44730 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2341119 nChanged 105
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	Iteration 82Q: 3 clusters Score -2341123 nChanged 79
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2341135 nChanged 21
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	Iteration 94Q: 3 clusters Score -2341143 nChanged 75
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	Iteration 96Q: 3 clusters Score -2341142 nChanged 56
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	Iteration 98Q: 3 clusters Score -2341141 nChanged 49
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	Iteration 99Q: 3 clusters Score -2341150 nChanged 63
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Mstep: Class 1 contains 4061 members 
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	Iteration 100F: 3 clusters Score -2341155 nChanged 101
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Mstep: Class 1 contains 3960 members 
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	Iteration 101Q: 3 clusters Score -2341159 nChanged 61
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	Iteration 102Q: 3 clusters Score -2341156 nChanged 46
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Mstep: Class 1 contains 3861 members 
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	Iteration 103Q: 3 clusters Score -2341166 nChanged 52
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	Iteration 104Q: 3 clusters Score -2341167 nChanged 27
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	Iteration 105Q: 3 clusters Score -2341165 nChanged 28
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	Iteration 106Q: 3 clusters Score -2341165 nChanged 33
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	Iteration 107Q: 3 clusters Score -2341170 nChanged 16
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	Iteration 108Q: 3 clusters Score -2341171 nChanged 57
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Mstep: Class 1 contains 3656 members 
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	Iteration 109Q: 3 clusters Score -2341167 nChanged 46
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	Iteration 111Q: 3 clusters Score -2341166 nChanged 48
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	Iteration 112Q: 3 clusters Score -2341166 nChanged 56
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	Iteration 113Q: 3 clusters Score -2341179 nChanged 41
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	Iteration 114Q: 3 clusters Score -2341177 nChanged 22
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	Iteration 115Q: 3 clusters Score -2341178 nChanged 22
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	Iteration 116Q: 3 clusters Score -2341168 nChanged 45
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	Iteration 117Q: 3 clusters Score -2341182 nChanged 22
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	Iteration 118Q: 3 clusters Score -2341180 nChanged 13
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	Iteration 119Q: 3 clusters Score -2341179 nChanged 11
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	Iteration 120F: 3 clusters Score -2341177 nChanged 5
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	Iteration 121Q: 3 clusters Score -2341175 nChanged 21
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	Iteration 122Q: 3 clusters Score -2341174 nChanged 32
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	Iteration 123Q: 3 clusters Score -2341171 nChanged 10
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	Iteration 124Q: 3 clusters Score -2341176 nChanged 19
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	Iteration 125Q: 3 clusters Score -2341176 nChanged 17
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	Iteration 126Q: 3 clusters Score -2341178 nChanged 8
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	Iteration 127Q: 3 clusters Score -2341181 nChanged 17
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	Iteration 128Q: 3 clusters Score -2341179 nChanged 11
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	Iteration 129Q: 3 clusters Score -2341175 nChanged 8
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	Iteration 130Q: 3 clusters Score -2341177 nChanged 3
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	Iteration 131Q: 3 clusters Score -2341178 nChanged 18
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	Iteration 132Q: 3 clusters Score -2341177 nChanged 21
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	Iteration 133Q: 3 clusters Score -2341179 nChanged 2
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	Iteration 134Q: 3 clusters Score -2341180 nChanged 2
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	Iteration 135Q: 3 clusters Score -2341178 nChanged 2
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	Iteration 136Q: 3 clusters Score -2341177 nChanged 3
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	Iteration 137Q: 3 clusters Score -2341178 nChanged 1
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	Iteration 138Q: 3 clusters Score -2341177 nChanged 2
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	Iteration 139Q: 3 clusters Score -2341178 nChanged 14
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	Iteration 140F: 3 clusters Score -2341176 nChanged 3
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	Iteration 141Q: 3 clusters Score -2341179 nChanged 0
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Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -2341179.000000 Penalty: 986.081970
	Iteration 142F: 3 clusters Score -2341179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Entering Unmasked Estep 
Score: -1968298.500000 Penalty: 488.364380
	Iteration 0F: 2 clusters Score -1968298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1937567.000000 Penalty: 976.728760
	Iteration 0F: 3 clusters Score -1937567 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1952188.875000 Penalty: 976.728760
	Iteration 1F: 3 clusters Score -1952189 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1955100.875000 Penalty: 976.728760
	Iteration 2F: 3 clusters Score -1955101 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -1959452.875000 Penalty: 976.728760
	Iteration 3F: 3 clusters Score -1959453 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1964324.750000 Penalty: 976.728760
	Iteration 4F: 3 clusters Score -1964325 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -1967343.625000 Penalty: 976.728760
	Iteration 5F: 3 clusters Score -1967344 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -1968307.875000 Penalty: 976.728760
	Iteration 6Q: 3 clusters Score -1968308 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -1968702.500000 Penalty: 976.728760
	Iteration 7Q: 3 clusters Score -1968702 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -1968894.000000 Penalty: 976.728760
	Iteration 8Q: 3 clusters Score -1968894 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -1968998.125000 Penalty: 976.728760
	Iteration 9Q: 3 clusters Score -1968998 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -1969057.250000 Penalty: 976.728760
	Iteration 10Q: 3 clusters Score -1969057 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1969093.000000 Penalty: 976.728760
	Iteration 11Q: 3 clusters Score -1969093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1969097.375000 Penalty: 976.728760
	Iteration 12Q: 3 clusters Score -1969097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -1969094.375000 Penalty: 976.728760
	Iteration 13Q: 3 clusters Score -1969094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1969107.375000 Penalty: 976.728760
	Iteration 14Q: 3 clusters Score -1969107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1969101.625000 Penalty: 976.728760
	Iteration 15Q: 3 clusters Score -1969102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1969101.875000 Penalty: 976.728760
	Iteration 16Q: 3 clusters Score -1969102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -1969103.250000 Penalty: 976.728760
	Iteration 17Q: 3 clusters Score -1969103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1969107.375000 Penalty: 976.728760
	Iteration 18Q: 3 clusters Score -1969107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -1969109.000000 Penalty: 976.728760
	Iteration 19Q: 3 clusters Score -1969109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -1969106.500000 Penalty: 976.728760
	Iteration 20F: 3 clusters Score -1969106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -1969106.000000 Penalty: 976.728760
	Iteration 21Q: 3 clusters Score -1969106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -1969106.375000 Penalty: 976.728760
	Iteration 22Q: 3 clusters Score -1969106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -1969106.500000 Penalty: 976.728760
	Iteration 23Q: 3 clusters Score -1969106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -1969107.875000 Penalty: 976.728760
	Iteration 24Q: 3 clusters Score -1969108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -1969111.875000 Penalty: 976.728760
	Iteration 25Q: 3 clusters Score -1969112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -1969113.375000 Penalty: 976.728760
	Iteration 26Q: 3 clusters Score -1969113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -1969112.125000 Penalty: 976.728760
	Iteration 27Q: 3 clusters Score -1969112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -1969110.625000 Penalty: 976.728760
	Iteration 28Q: 3 clusters Score -1969111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -1969112.875000 Penalty: 976.728760
	Iteration 29Q: 3 clusters Score -1969113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -1969113.000000 Penalty: 976.728760
	Iteration 30Q: 3 clusters Score -1969113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -1969113.750000 Penalty: 976.728760
	Iteration 31Q: 3 clusters Score -1969114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -1969113.625000 Penalty: 976.728760
	Iteration 32Q: 3 clusters Score -1969114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -1969111.875000 Penalty: 976.728760
	Iteration 33Q: 3 clusters Score -1969112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -1969112.125000 Penalty: 976.728760
	Iteration 34Q: 3 clusters Score -1969112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -1969114.500000 Penalty: 976.728760
	Iteration 35Q: 3 clusters Score -1969114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -1969111.750000 Penalty: 976.728760
	Iteration 36Q: 3 clusters Score -1969112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -1969112.500000 Penalty: 976.728760
	Iteration 37Q: 3 clusters Score -1969112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1969112.750000 Penalty: 976.728760
	Iteration 38Q: 3 clusters Score -1969113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -1969111.375000 Penalty: 976.728760
	Iteration 39Q: 3 clusters Score -1969111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1969114.250000 Penalty: 976.728760
	Iteration 40F: 3 clusters Score -1969114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -1969112.875000 Penalty: 976.728760
	Iteration 41Q: 3 clusters Score -1969113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -1969113.625000 Penalty: 976.728760
	Iteration 42Q: 3 clusters Score -1969114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -1969117.250000 Penalty: 976.728760
	Iteration 43Q: 3 clusters Score -1969117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -1969116.250000 Penalty: 976.728760
	Iteration 44Q: 3 clusters Score -1969116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -1969112.250000 Penalty: 976.728760
	Iteration 45Q: 3 clusters Score -1969112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -1969113.375000 Penalty: 976.728760
	Iteration 46Q: 3 clusters Score -1969113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -1969115.000000 Penalty: 976.728760
	Iteration 47Q: 3 clusters Score -1969115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -1969118.750000 Penalty: 976.728760
	Iteration 48Q: 3 clusters Score -1969119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1969116.250000 Penalty: 976.728760
	Iteration 49Q: 3 clusters Score -1969116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -1969118.125000 Penalty: 976.728760
	Iteration 50Q: 3 clusters Score -1969118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -1969115.000000 Penalty: 976.728760
	Iteration 51Q: 3 clusters Score -1969115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -1969115.250000 Penalty: 976.728760
	Iteration 52Q: 3 clusters Score -1969115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1969114.250000 Penalty: 976.728760
	Iteration 53Q: 3 clusters Score -1969114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -1969117.000000 Penalty: 976.728760
	Iteration 54Q: 3 clusters Score -1969117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -1969115.750000 Penalty: 976.728760
	Iteration 55Q: 3 clusters Score -1969116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -1969115.625000 Penalty: 976.728760
	Iteration 56Q: 3 clusters Score -1969116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -1969116.500000 Penalty: 976.728760
	Iteration 57Q: 3 clusters Score -1969116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -1969112.500000 Penalty: 976.728760
	Iteration 58Q: 3 clusters Score -1969112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -1969115.125000 Penalty: 976.728760
	Iteration 59Q: 3 clusters Score -1969115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1969115.750000 Penalty: 976.728760
	Iteration 60F: 3 clusters Score -1969116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -1969119.750000 Penalty: 976.728760
	Iteration 61Q: 3 clusters Score -1969120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -1969121.125000 Penalty: 976.728760
	Iteration 62Q: 3 clusters Score -1969121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -1969115.500000 Penalty: 976.728760
	Iteration 63Q: 3 clusters Score -1969116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1969117.250000 Penalty: 976.728760
	Iteration 64Q: 3 clusters Score -1969117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -1969118.375000 Penalty: 976.728760
	Iteration 65Q: 3 clusters Score -1969118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -1969117.250000 Penalty: 976.728760
	Iteration 66Q: 3 clusters Score -1969117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -1969117.750000 Penalty: 976.728760
	Iteration 67Q: 3 clusters Score -1969118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -1969122.375000 Penalty: 976.728760
	Iteration 68Q: 3 clusters Score -1969122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -1969119.625000 Penalty: 976.728760
	Iteration 69Q: 3 clusters Score -1969120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -1969122.250000 Penalty: 976.728760
	Iteration 70Q: 3 clusters Score -1969122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -1969128.000000 Penalty: 976.728760
	Iteration 71Q: 3 clusters Score -1969128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -1969130.250000 Penalty: 976.728760
	Iteration 72Q: 3 clusters Score -1969130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1969133.625000 Penalty: 976.728760
	Iteration 73Q: 3 clusters Score -1969134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -1969133.250000 Penalty: 976.728760
	Iteration 74Q: 3 clusters Score -1969133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -1969136.375000 Penalty: 976.728760
	Iteration 75Q: 3 clusters Score -1969136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -1969137.625000 Penalty: 976.728760
	Iteration 76Q: 3 clusters Score -1969138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -1969138.750000 Penalty: 976.728760
	Iteration 77Q: 3 clusters Score -1969139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1969137.000000 Penalty: 976.728760
	Iteration 78Q: 3 clusters Score -1969137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -1969135.000000 Penalty: 976.728760
	Iteration 79Q: 3 clusters Score -1969135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -1969133.375000 Penalty: 976.728760
	Iteration 80F: 3 clusters Score -1969133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -1969132.875000 Penalty: 976.728760
	Iteration 81Q: 3 clusters Score -1969133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -1969136.000000 Penalty: 976.728760
	Iteration 82Q: 3 clusters Score -1969136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -1969135.375000 Penalty: 976.728760
	Iteration 83Q: 3 clusters Score -1969135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -1969137.375000 Penalty: 976.728760
	Iteration 84Q: 3 clusters Score -1969137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -1969138.625000 Penalty: 976.728760
	Iteration 85Q: 3 clusters Score -1969139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -1969138.750000 Penalty: 976.728760
	Iteration 86Q: 3 clusters Score -1969139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -1969138.750000 Penalty: 976.728760
	Iteration 87F: 3 clusters Score -1969139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54097 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 297986 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 108491 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 87658 members 
Mstep: Class 18 contains 28739 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
Score: -46946552.000000 Penalty: 12671.912109
Splitting cluster 5 changes total score from -46944600.000000 to -46946552.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (195127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195127 members 
Entering Unmasked Estep 
Score: -8774817.000000 Penalty: 554.253967
	Iteration 0F: 2 clusters Score -8774817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -8642118.000000 Penalty: 1108.507935
	Iteration 0F: 3 clusters Score -8642118 nChanged 96081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -8700705.000000 Penalty: 1108.507935
	Iteration 1F: 3 clusters Score -8700705 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -8704082.000000 Penalty: 1108.507935
	Iteration 2Q: 3 clusters Score -8704082 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -8709866.000000 Penalty: 1108.507935
	Iteration 3Q: 3 clusters Score -8709866 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -8719493.000000 Penalty: 1108.507935
	Iteration 4F: 3 clusters Score -8719493 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -8730640.000000 Penalty: 1108.507935
	Iteration 5F: 3 clusters Score -8730640 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -8736533.000000 Penalty: 1108.507935
	Iteration 6F: 3 clusters Score -8736533 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103679 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -8737927.000000 Penalty: 1108.507935
	Iteration 7Q: 3 clusters Score -8737927 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -8738194.000000 Penalty: 1108.507935
	Iteration 8Q: 3 clusters Score -8738194 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -8738300.000000 Penalty: 1108.507935
	Iteration 9Q: 3 clusters Score -8738300 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -8738354.000000 Penalty: 1108.507935
	Iteration 10Q: 3 clusters Score -8738354 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -8738453.000000 Penalty: 1108.507935
	Iteration 11Q: 3 clusters Score -8738453 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -8738560.000000 Penalty: 1108.507935
	Iteration 12Q: 3 clusters Score -8738560 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -8738623.000000 Penalty: 1108.507935
	Iteration 13Q: 3 clusters Score -8738623 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 84164 members 
Entering Unmasked Estep 
Score: -8738683.000000 Penalty: 1108.507935
	Iteration 14Q: 3 clusters Score -8738683 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -8738804.000000 Penalty: 1108.507935
	Iteration 15Q: 3 clusters Score -8738804 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -8738989.000000 Penalty: 1108.507935
	Iteration 16Q: 3 clusters Score -8738989 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -8739182.000000 Penalty: 1108.507935
	Iteration 17Q: 3 clusters Score -8739182 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -8739429.000000 Penalty: 1108.507935
	Iteration 18Q: 3 clusters Score -8739429 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -8739696.000000 Penalty: 1108.507935
	Iteration 19Q: 3 clusters Score -8739696 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -8740021.000000 Penalty: 1108.507935
	Iteration 20F: 3 clusters Score -8740021 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -8740424.000000 Penalty: 1108.507935
	Iteration 21Q: 3 clusters Score -8740424 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -8740928.000000 Penalty: 1108.507935
	Iteration 22Q: 3 clusters Score -8740928 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129166 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -8741503.000000 Penalty: 1108.507935
	Iteration 23Q: 3 clusters Score -8741503 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8742325.000000 Penalty: 1108.507935
	Iteration 24Q: 3 clusters Score -8742325 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135521 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -8743215.000000 Penalty: 1108.507935
	Iteration 25Q: 3 clusters Score -8743215 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -8744173.000000 Penalty: 1108.507935
	Iteration 26Q: 3 clusters Score -8744173 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142997 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -8745239.000000 Penalty: 1108.507935
	Iteration 27Q: 3 clusters Score -8745239 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -8746644.000000 Penalty: 1108.507935
	Iteration 28Q: 3 clusters Score -8746644 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8748265.000000 Penalty: 1108.507935
	Iteration 29Q: 3 clusters Score -8748265 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -8750137.000000 Penalty: 1108.507935
	Iteration 30Q: 3 clusters Score -8750137 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160598 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -8752166.000000 Penalty: 1108.507935
	Iteration 31Q: 3 clusters Score -8752166 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8754541.000000 Penalty: 1108.507935
	Iteration 32Q: 3 clusters Score -8754541 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -8757237.000000 Penalty: 1108.507935
	Iteration 33Q: 3 clusters Score -8757237 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -8759965.000000 Penalty: 1108.507935
	Iteration 34Q: 3 clusters Score -8759965 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -8762601.000000 Penalty: 1108.507935
	Iteration 35Q: 3 clusters Score -8762601 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182754 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -8765225.000000 Penalty: 1108.507935
	Iteration 36Q: 3 clusters Score -8765225 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -8767496.000000 Penalty: 1108.507935
	Iteration 37Q: 3 clusters Score -8767496 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188454 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -8769240.000000 Penalty: 1108.507935
	Iteration 38Q: 3 clusters Score -8769240 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190360 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -8770627.000000 Penalty: 1108.507935
	Iteration 39Q: 3 clusters Score -8770627 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8771821.000000 Penalty: 1108.507935
	Iteration 40F: 3 clusters Score -8771821 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193033 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8772881.000000 Penalty: 1108.507935
	Iteration 41Q: 3 clusters Score -8772881 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193810 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8773456.000000 Penalty: 1108.507935
	Iteration 42Q: 3 clusters Score -8773456 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194307 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8773848.000000 Penalty: 1108.507935
	Iteration 43Q: 3 clusters Score -8773848 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194619 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8774052.000000 Penalty: 1108.507935
	Iteration 44Q: 3 clusters Score -8774052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8774170.000000 Penalty: 1108.507935
	Iteration 45Q: 3 clusters Score -8774170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194897 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 1108.507935
	Iteration 46Q: 3 clusters Score -8774230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194944 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8774270.000000 Penalty: 1108.507935
	Iteration 47Q: 3 clusters Score -8774270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194973 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8774300.000000 Penalty: 1108.507935
	Iteration 48Q: 3 clusters Score -8774300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194988 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8774323.000000 Penalty: 1108.507935
	Iteration 49Q: 3 clusters Score -8774323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8774334.000000 Penalty: 1108.507935
	Iteration 50Q: 3 clusters Score -8774334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8774343.000000 Penalty: 1108.507935
	Iteration 51Q: 3 clusters Score -8774343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8774345.000000 Penalty: 1108.507935
	Iteration 52Q: 3 clusters Score -8774345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8774343.000000 Penalty: 1108.507935
	Iteration 53Q: 3 clusters Score -8774343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8774347.000000 Penalty: 1108.507935
	Iteration 54Q: 3 clusters Score -8774347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195010 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8774349.000000 Penalty: 1108.507935
	Iteration 55Q: 3 clusters Score -8774349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195010 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8774349.000000 Penalty: 1108.507935
	Iteration 56Q: 3 clusters Score -8774349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8774352.000000 Penalty: 1108.507935
	Iteration 57Q: 3 clusters Score -8774352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8774350.000000 Penalty: 1108.507935
	Iteration 58Q: 3 clusters Score -8774350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8774350.000000 Penalty: 1108.507935
	Iteration 59F: 3 clusters Score -8774350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Entering Unmasked Estep 
Score: -1141951.125000 Penalty: 462.771454
	Iteration 0F: 2 clusters Score -1141951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1124434.500000 Penalty: 925.542908
	Iteration 0F: 3 clusters Score -1124434 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1131815.125000 Penalty: 925.542908
	Iteration 1F: 3 clusters Score -1131815 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1132098.375000 Penalty: 925.542908
	Iteration 2Q: 3 clusters Score -1132098 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1132459.375000 Penalty: 925.542908
	Iteration 3Q: 3 clusters Score -1132459 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1132963.000000 Penalty: 925.542908
	Iteration 4Q: 3 clusters Score -1132963 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1133760.125000 Penalty: 925.542908
	Iteration 5Q: 3 clusters Score -1133760 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1134923.250000 Penalty: 925.542908
	Iteration 6F: 3 clusters Score -1134923 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1135967.000000 Penalty: 925.542908
	Iteration 7F: 3 clusters Score -1135967 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1136377.875000 Penalty: 925.542908
	Iteration 8Q: 3 clusters Score -1136378 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1136489.500000 Penalty: 925.542908
	Iteration 9Q: 3 clusters Score -1136490 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1136532.625000 Penalty: 925.542908
	Iteration 10Q: 3 clusters Score -1136533 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1136562.375000 Penalty: 925.542908
	Iteration 11Q: 3 clusters Score -1136562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1136572.250000 Penalty: 925.542908
	Iteration 12Q: 3 clusters Score -1136572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1136594.500000 Penalty: 925.542908
	Iteration 13Q: 3 clusters Score -1136594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1136611.500000 Penalty: 925.542908
	Iteration 14Q: 3 clusters Score -1136612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1136632.750000 Penalty: 925.542908
	Iteration 15Q: 3 clusters Score -1136633 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1136655.375000 Penalty: 925.542908
	Iteration 16Q: 3 clusters Score -1136655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1136684.000000 Penalty: 925.542908
	Iteration 17Q: 3 clusters Score -1136684 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1136717.250000 Penalty: 925.542908
	Iteration 18Q: 3 clusters Score -1136717 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1136760.250000 Penalty: 925.542908
	Iteration 19Q: 3 clusters Score -1136760 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1136812.125000 Penalty: 925.542908
	Iteration 20F: 3 clusters Score -1136812 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1136872.875000 Penalty: 925.542908
	Iteration 21Q: 3 clusters Score -1136873 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1136939.625000 Penalty: 925.542908
	Iteration 22Q: 3 clusters Score -1136940 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1137015.125000 Penalty: 925.542908
	Iteration 23Q: 3 clusters Score -1137015 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1137096.375000 Penalty: 925.542908
	Iteration 24Q: 3 clusters Score -1137096 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1137190.375000 Penalty: 925.542908
	Iteration 25Q: 3 clusters Score -1137190 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1137301.250000 Penalty: 925.542908
	Iteration 26Q: 3 clusters Score -1137301 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1137443.375000 Penalty: 925.542908
	Iteration 27Q: 3 clusters Score -1137443 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1137608.625000 Penalty: 925.542908
	Iteration 28Q: 3 clusters Score -1137609 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1137810.875000 Penalty: 925.542908
	Iteration 29Q: 3 clusters Score -1137811 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1138043.125000 Penalty: 925.542908
	Iteration 30Q: 3 clusters Score -1138043 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1138323.500000 Penalty: 925.542908
	Iteration 31Q: 3 clusters Score -1138324 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1138619.125000 Penalty: 925.542908
	Iteration 32Q: 3 clusters Score -1138619 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1138935.750000 Penalty: 925.542908
	Iteration 33Q: 3 clusters Score -1138936 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1139271.250000 Penalty: 925.542908
	Iteration 34Q: 3 clusters Score -1139271 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -1139628.375000 Penalty: 925.542908
	Iteration 35Q: 3 clusters Score -1139628 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1139978.125000 Penalty: 925.542908
	Iteration 36Q: 3 clusters Score -1139978 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -1140308.750000 Penalty: 925.542908
	Iteration 37Q: 3 clusters Score -1140309 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1140600.500000 Penalty: 925.542908
	Iteration 38Q: 3 clusters Score -1140600 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -1140856.500000 Penalty: 925.542908
	Iteration 39Q: 3 clusters Score -1140856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1141056.500000 Penalty: 925.542908
	Iteration 40F: 3 clusters Score -1141056 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -1141212.625000 Penalty: 925.542908
	Iteration 41Q: 3 clusters Score -1141213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -1141307.500000 Penalty: 925.542908
	Iteration 42Q: 3 clusters Score -1141308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1141383.750000 Penalty: 925.542908
	Iteration 43Q: 3 clusters Score -1141384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -1141438.500000 Penalty: 925.542908
	Iteration 44Q: 3 clusters Score -1141438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -1141476.375000 Penalty: 925.542908
	Iteration 45Q: 3 clusters Score -1141476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -1141505.875000 Penalty: 925.542908
	Iteration 46Q: 3 clusters Score -1141506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1141522.875000 Penalty: 925.542908
	Iteration 47Q: 3 clusters Score -1141523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -1141534.625000 Penalty: 925.542908
	Iteration 48Q: 3 clusters Score -1141535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1141535.875000 Penalty: 925.542908
	Iteration 49Q: 3 clusters Score -1141536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -1141540.875000 Penalty: 925.542908
	Iteration 50Q: 3 clusters Score -1141541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1141541.625000 Penalty: 925.542908
	Iteration 51Q: 3 clusters Score -1141542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1141541.625000 Penalty: 925.542908
	Iteration 52F: 3 clusters Score -1141542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -39895.367188 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -39895.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -39081.847656 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -39081.85 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39379.386719 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -39379.39 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39445.050781 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -39445.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39501.558594 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -39501.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39545.511719 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -39545.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39585.292969 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -39585.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39627.046875 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -39627.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39654.492188 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -39654.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39673.695312 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -39673.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39690.898438 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -39690.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39708.925781 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -39708.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39717.664062 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -39717.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39728.359375 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -39728.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39737.660156 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -39737.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -39747.117188 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -39747.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -39759.453125 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -39759.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -39773.003906 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -39773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -39779.480469 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -39779.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -39786.050781 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -39786.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -39793.578125 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -39793.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -39805.757812 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -39805.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -39812.136719 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -39812.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -39813.320312 Penalty: 636.364380
	Iteration 22Q: 3 clusters Score -39813.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -39815.000000 Penalty: 636.364380
	Iteration 23Q: 3 clusters Score -39815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -39816.980469 Penalty: 636.364380
	Iteration 24Q: 3 clusters Score -39816.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -39818.921875 Penalty: 636.364380
	Iteration 25Q: 3 clusters Score -39818.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -39818.921875 Penalty: 636.364380
	Iteration 26F: 3 clusters Score -39818.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Entering Unmasked Estep 
Score: -4861884.500000 Penalty: 528.007751
	Iteration 0F: 2 clusters Score -4861884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -4787980.500000 Penalty: 1056.015503
	Iteration 0F: 3 clusters Score -4787980 nChanged 53533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -4819229.500000 Penalty: 1056.015503
	Iteration 1F: 3 clusters Score -4819230 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -4820112.000000 Penalty: 1056.015503
	Iteration 2Q: 3 clusters Score -4820112 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -4821319.000000 Penalty: 1056.015503
	Iteration 3Q: 3 clusters Score -4821319 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -4823218.500000 Penalty: 1056.015503
	Iteration 4Q: 3 clusters Score -4823218 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -4826197.000000 Penalty: 1056.015503
	Iteration 5F: 3 clusters Score -4826197 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4830680.500000 Penalty: 1056.015503
	Iteration 6F: 3 clusters Score -4830680 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4836769.500000 Penalty: 1056.015503
	Iteration 7F: 3 clusters Score -4836770 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4842954.000000 Penalty: 1056.015503
	Iteration 8F: 3 clusters Score -4842954 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4847252.500000 Penalty: 1056.015503
	Iteration 9Q: 3 clusters Score -4847252 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4849560.000000 Penalty: 1056.015503
	Iteration 10Q: 3 clusters Score -4849560 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4851053.500000 Penalty: 1056.015503
	Iteration 11Q: 3 clusters Score -4851054 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4852490.500000 Penalty: 1056.015503
	Iteration 12Q: 3 clusters Score -4852490 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4853774.000000 Penalty: 1056.015503
	Iteration 13Q: 3 clusters Score -4853774 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4854921.500000 Penalty: 1056.015503
	Iteration 14Q: 3 clusters Score -4854922 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4855875.500000 Penalty: 1056.015503
	Iteration 15Q: 3 clusters Score -4855876 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4856636.500000 Penalty: 1056.015503
	Iteration 16Q: 3 clusters Score -4856636 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4857263.500000 Penalty: 1056.015503
	Iteration 17Q: 3 clusters Score -4857264 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4857787.000000 Penalty: 1056.015503
	Iteration 18Q: 3 clusters Score -4857787 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4858202.000000 Penalty: 1056.015503
	Iteration 19Q: 3 clusters Score -4858202 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -4858579.000000 Penalty: 1056.015503
	Iteration 20F: 3 clusters Score -4858579 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4858899.000000 Penalty: 1056.015503
	Iteration 21Q: 3 clusters Score -4858899 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4859153.000000 Penalty: 1056.015503
	Iteration 22Q: 3 clusters Score -4859153 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4859379.500000 Penalty: 1056.015503
	Iteration 23Q: 3 clusters Score -4859380 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4859602.000000 Penalty: 1056.015503
	Iteration 24Q: 3 clusters Score -4859602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4859799.500000 Penalty: 1056.015503
	Iteration 25Q: 3 clusters Score -4859800 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4859962.500000 Penalty: 1056.015503
	Iteration 26Q: 3 clusters Score -4859962 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4860108.500000 Penalty: 1056.015503
	Iteration 27Q: 3 clusters Score -4860108 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4860281.500000 Penalty: 1056.015503
	Iteration 28Q: 3 clusters Score -4860282 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4860438.000000 Penalty: 1056.015503
	Iteration 29Q: 3 clusters Score -4860438 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4860568.000000 Penalty: 1056.015503
	Iteration 30Q: 3 clusters Score -4860568 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4860677.500000 Penalty: 1056.015503
	Iteration 31Q: 3 clusters Score -4860678 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4860767.000000 Penalty: 1056.015503
	Iteration 32Q: 3 clusters Score -4860767 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4860851.500000 Penalty: 1056.015503
	Iteration 33Q: 3 clusters Score -4860852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4860902.000000 Penalty: 1056.015503
	Iteration 34Q: 3 clusters Score -4860902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4860926.000000 Penalty: 1056.015503
	Iteration 35Q: 3 clusters Score -4860926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4860959.500000 Penalty: 1056.015503
	Iteration 36Q: 3 clusters Score -4860960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4860962.000000 Penalty: 1056.015503
	Iteration 37Q: 3 clusters Score -4860962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4860986.000000 Penalty: 1056.015503
	Iteration 38Q: 3 clusters Score -4860986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4861004.500000 Penalty: 1056.015503
	Iteration 39Q: 3 clusters Score -4861004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4861062.000000 Penalty: 1056.015503
	Iteration 40F: 3 clusters Score -4861062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4861070.000000 Penalty: 1056.015503
	Iteration 41Q: 3 clusters Score -4861070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4861071.000000 Penalty: 1056.015503
	Iteration 42Q: 3 clusters Score -4861071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4861080.500000 Penalty: 1056.015503
	Iteration 43Q: 3 clusters Score -4861080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4861089.000000 Penalty: 1056.015503
	Iteration 44Q: 3 clusters Score -4861089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4861087.500000 Penalty: 1056.015503
	Iteration 45Q: 3 clusters Score -4861088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4861089.000000 Penalty: 1056.015503
	Iteration 46Q: 3 clusters Score -4861089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4861078.500000 Penalty: 1056.015503
	Iteration 47Q: 3 clusters Score -4861078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4861078.500000 Penalty: 1056.015503
	Iteration 48Q: 3 clusters Score -4861078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4861078.000000 Penalty: 1056.015503
	Iteration 49Q: 3 clusters Score -4861078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4861073.500000 Penalty: 1056.015503
	Iteration 50Q: 3 clusters Score -4861074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4861071.000000 Penalty: 1056.015503
	Iteration 51Q: 3 clusters Score -4861071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4861074.500000 Penalty: 1056.015503
	Iteration 52Q: 3 clusters Score -4861074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4861079.500000 Penalty: 1056.015503
	Iteration 53Q: 3 clusters Score -4861080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4861081.000000 Penalty: 1056.015503
	Iteration 54Q: 3 clusters Score -4861081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4861077.000000 Penalty: 1056.015503
	Iteration 55Q: 3 clusters Score -4861077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4861077.500000 Penalty: 1056.015503
	Iteration 56Q: 3 clusters Score -4861078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4861074.500000 Penalty: 1056.015503
	Iteration 57Q: 3 clusters Score -4861074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4861072.000000 Penalty: 1056.015503
	Iteration 58Q: 3 clusters Score -4861072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4861072.000000 Penalty: 1056.015503
	Iteration 59F: 3 clusters Score -4861072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -413017.843750 Penalty: 417.099182
	Iteration 0F: 2 clusters Score -413017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -406687.687500 Penalty: 834.198364
	Iteration 0F: 3 clusters Score -406687.7 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -409156.625000 Penalty: 834.198364
	Iteration 1F: 3 clusters Score -409156.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -409346.781250 Penalty: 834.198364
	Iteration 2Q: 3 clusters Score -409346.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -409568.750000 Penalty: 834.198364
	Iteration 3Q: 3 clusters Score -409568.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -409865.343750 Penalty: 834.198364
	Iteration 4Q: 3 clusters Score -409865.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -410242.875000 Penalty: 834.198364
	Iteration 5F: 3 clusters Score -410242.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -410606.125000 Penalty: 834.198364
	Iteration 6F: 3 clusters Score -410606.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -410829.906250 Penalty: 834.198364
	Iteration 7Q: 3 clusters Score -410829.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -410928.812500 Penalty: 834.198364
	Iteration 8Q: 3 clusters Score -410928.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -410970.531250 Penalty: 834.198364
	Iteration 9Q: 3 clusters Score -410970.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -411001.812500 Penalty: 834.198364
	Iteration 10Q: 3 clusters Score -411001.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -411032.281250 Penalty: 834.198364
	Iteration 11Q: 3 clusters Score -411032.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -411073.312500 Penalty: 834.198364
	Iteration 12Q: 3 clusters Score -411073.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -411116.687500 Penalty: 834.198364
	Iteration 13Q: 3 clusters Score -411116.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -411160.343750 Penalty: 834.198364
	Iteration 14Q: 3 clusters Score -411160.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -411202.281250 Penalty: 834.198364
	Iteration 15Q: 3 clusters Score -411202.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -411246.968750 Penalty: 834.198364
	Iteration 16Q: 3 clusters Score -411247 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -411288.906250 Penalty: 834.198364
	Iteration 17Q: 3 clusters Score -411288.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -411330.781250 Penalty: 834.198364
	Iteration 18Q: 3 clusters Score -411330.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -411384.562500 Penalty: 834.198364
	Iteration 19Q: 3 clusters Score -411384.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -411446.750000 Penalty: 834.198364
	Iteration 20F: 3 clusters Score -411446.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -411527.531250 Penalty: 834.198364
	Iteration 21Q: 3 clusters Score -411527.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -411614.125000 Penalty: 834.198364
	Iteration 22Q: 3 clusters Score -411614.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411712.437500 Penalty: 834.198364
	Iteration 23Q: 3 clusters Score -411712.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -411828.718750 Penalty: 834.198364
	Iteration 24Q: 3 clusters Score -411828.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -411940.500000 Penalty: 834.198364
	Iteration 25Q: 3 clusters Score -411940.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -412078.781250 Penalty: 834.198364
	Iteration 26Q: 3 clusters Score -412078.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -412220.531250 Penalty: 834.198364
	Iteration 27Q: 3 clusters Score -412220.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -412364.687500 Penalty: 834.198364
	Iteration 28Q: 3 clusters Score -412364.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -412454.937500 Penalty: 834.198364
	Iteration 29Q: 3 clusters Score -412454.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -412512.218750 Penalty: 834.198364
	Iteration 30Q: 3 clusters Score -412512.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -412544.843750 Penalty: 834.198364
	Iteration 31Q: 3 clusters Score -412544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -412568.562500 Penalty: 834.198364
	Iteration 32Q: 3 clusters Score -412568.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -412591.468750 Penalty: 834.198364
	Iteration 33Q: 3 clusters Score -412591.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -412615.781250 Penalty: 834.198364
	Iteration 34Q: 3 clusters Score -412615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -412635.000000 Penalty: 834.198364
	Iteration 35Q: 3 clusters Score -412635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -412652.812500 Penalty: 834.198364
	Iteration 36Q: 3 clusters Score -412652.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -412664.687500 Penalty: 834.198364
	Iteration 37Q: 3 clusters Score -412664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -412675.187500 Penalty: 834.198364
	Iteration 38Q: 3 clusters Score -412675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -412685.093750 Penalty: 834.198364
	Iteration 39Q: 3 clusters Score -412685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -412690.968750 Penalty: 834.198364
	Iteration 40F: 3 clusters Score -412691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -412693.750000 Penalty: 834.198364
	Iteration 41Q: 3 clusters Score -412693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -412695.656250 Penalty: 834.198364
	Iteration 42Q: 3 clusters Score -412695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -412696.500000 Penalty: 834.198364
	Iteration 43Q: 3 clusters Score -412696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -412697.187500 Penalty: 834.198364
	Iteration 44Q: 3 clusters Score -412697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -412697.187500 Penalty: 834.198364
	Iteration 45F: 3 clusters Score -412697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Entering Unmasked Estep 
Score: -860239.250000 Penalty: 450.835602
	Iteration 0F: 2 clusters Score -860239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -846978.062500 Penalty: 901.671204
	Iteration 0F: 3 clusters Score -846978.1 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -852687.562500 Penalty: 901.671204
	Iteration 1F: 3 clusters Score -852687.6 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -853283.062500 Penalty: 901.671204
	Iteration 2F: 3 clusters Score -853283.1 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -854157.500000 Penalty: 901.671204
	Iteration 3F: 3 clusters Score -854157.5 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -855287.125000 Penalty: 901.671204
	Iteration 4F: 3 clusters Score -855287.1 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -856551.687500 Penalty: 901.671204
	Iteration 5F: 3 clusters Score -856551.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -857375.500000 Penalty: 901.671204
	Iteration 6F: 3 clusters Score -857375.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -857732.875000 Penalty: 901.671204
	Iteration 7Q: 3 clusters Score -857732.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -857936.750000 Penalty: 901.671204
	Iteration 8Q: 3 clusters Score -857936.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -858092.937500 Penalty: 901.671204
	Iteration 9Q: 3 clusters Score -858092.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -858207.375000 Penalty: 901.671204
	Iteration 10Q: 3 clusters Score -858207.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -858309.437500 Penalty: 901.671204
	Iteration 11Q: 3 clusters Score -858309.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -858426.000000 Penalty: 901.671204
	Iteration 12Q: 3 clusters Score -858426 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -858545.687500 Penalty: 901.671204
	Iteration 13Q: 3 clusters Score -858545.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -858656.312500 Penalty: 901.671204
	Iteration 14Q: 3 clusters Score -858656.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -858760.187500 Penalty: 901.671204
	Iteration 15Q: 3 clusters Score -858760.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -858872.187500 Penalty: 901.671204
	Iteration 16Q: 3 clusters Score -858872.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -858984.437500 Penalty: 901.671204
	Iteration 17Q: 3 clusters Score -858984.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -859100.625000 Penalty: 901.671204
	Iteration 18Q: 3 clusters Score -859100.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -859197.375000 Penalty: 901.671204
	Iteration 19Q: 3 clusters Score -859197.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -859279.187500 Penalty: 901.671204
	Iteration 20F: 3 clusters Score -859279.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -859337.187500 Penalty: 901.671204
	Iteration 21Q: 3 clusters Score -859337.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -859392.625000 Penalty: 901.671204
	Iteration 22Q: 3 clusters Score -859392.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -859450.687500 Penalty: 901.671204
	Iteration 23Q: 3 clusters Score -859450.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -859518.000000 Penalty: 901.671204
	Iteration 24Q: 3 clusters Score -859518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -859572.625000 Penalty: 901.671204
	Iteration 25Q: 3 clusters Score -859572.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -859628.750000 Penalty: 901.671204
	Iteration 26Q: 3 clusters Score -859628.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -859684.312500 Penalty: 901.671204
	Iteration 27Q: 3 clusters Score -859684.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -859719.562500 Penalty: 901.671204
	Iteration 28Q: 3 clusters Score -859719.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -859740.062500 Penalty: 901.671204
	Iteration 29Q: 3 clusters Score -859740.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -859759.062500 Penalty: 901.671204
	Iteration 30Q: 3 clusters Score -859759.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -859773.875000 Penalty: 901.671204
	Iteration 31Q: 3 clusters Score -859773.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -859785.500000 Penalty: 901.671204
	Iteration 32Q: 3 clusters Score -859785.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -859801.562500 Penalty: 901.671204
	Iteration 33Q: 3 clusters Score -859801.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -859813.000000 Penalty: 901.671204
	Iteration 34Q: 3 clusters Score -859813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -859823.500000 Penalty: 901.671204
	Iteration 35Q: 3 clusters Score -859823.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -859833.500000 Penalty: 901.671204
	Iteration 36Q: 3 clusters Score -859833.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -859840.812500 Penalty: 901.671204
	Iteration 37Q: 3 clusters Score -859840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -859853.250000 Penalty: 901.671204
	Iteration 38Q: 3 clusters Score -859853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -859864.812500 Penalty: 901.671204
	Iteration 39Q: 3 clusters Score -859864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -859873.500000 Penalty: 901.671204
	Iteration 40F: 3 clusters Score -859873.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -859885.812500 Penalty: 901.671204
	Iteration 41Q: 3 clusters Score -859885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -859889.937500 Penalty: 901.671204
	Iteration 42Q: 3 clusters Score -859889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -859892.187500 Penalty: 901.671204
	Iteration 43Q: 3 clusters Score -859892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -859892.437500 Penalty: 901.671204
	Iteration 44Q: 3 clusters Score -859892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -859892.187500 Penalty: 901.671204
	Iteration 45Q: 3 clusters Score -859892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -859892.812500 Penalty: 901.671204
	Iteration 46Q: 3 clusters Score -859892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -859892.125000 Penalty: 901.671204
	Iteration 47Q: 3 clusters Score -859892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -859893.500000 Penalty: 901.671204
	Iteration 48Q: 3 clusters Score -859893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -859892.500000 Penalty: 901.671204
	Iteration 49Q: 3 clusters Score -859892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -859892.500000 Penalty: 901.671204
	Iteration 50F: 3 clusters Score -859892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (297986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297986 members 
Entering Unmasked Estep 
Score: -13232678.000000 Penalty: 573.518494
	Iteration 0F: 2 clusters Score -1.323268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -13033541.000000 Penalty: 1147.036987
	Iteration 0F: 3 clusters Score -1.303354e+07 nChanged 147347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 144798 members 
Entering Unmasked Estep 
Score: -13123258.000000 Penalty: 1147.036987
	Iteration 1F: 3 clusters Score -1.312326e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -13125372.000000 Penalty: 1147.036987
	Iteration 2Q: 3 clusters Score -1.312537e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162989 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -13128915.000000 Penalty: 1147.036987
	Iteration 3Q: 3 clusters Score -1.312892e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172866 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -13135183.000000 Penalty: 1147.036987
	Iteration 4Q: 3 clusters Score -1.313518e+07 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -13146802.000000 Penalty: 1147.036987
	Iteration 5F: 3 clusters Score -1.31468e+07 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206277 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -13163554.000000 Penalty: 1147.036987
	Iteration 6F: 3 clusters Score -1.316355e+07 nChanged 22169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225774 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -13181073.000000 Penalty: 1147.036987
	Iteration 7F: 3 clusters Score -1.318107e+07 nChanged 18799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242119 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -13194899.000000 Penalty: 1147.036987
	Iteration 8F: 3 clusters Score -1.31949e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254942 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -13204742.000000 Penalty: 1147.036987
	Iteration 9Q: 3 clusters Score -1.320474e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265132 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -13212010.000000 Penalty: 1147.036987
	Iteration 10Q: 3 clusters Score -1.321201e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273553 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -13217711.000000 Penalty: 1147.036987
	Iteration 11Q: 3 clusters Score -1.321771e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280316 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -13222523.000000 Penalty: 1147.036987
	Iteration 12Q: 3 clusters Score -1.322252e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285579 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -13225970.000000 Penalty: 1147.036987
	Iteration 13Q: 3 clusters Score -1.322597e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289466 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -13228287.000000 Penalty: 1147.036987
	Iteration 14Q: 3 clusters Score -1.322829e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292125 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -13229884.000000 Penalty: 1147.036987
	Iteration 15Q: 3 clusters Score -1.322988e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293886 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -13230882.000000 Penalty: 1147.036987
	Iteration 16Q: 3 clusters Score -1.323088e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295141 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -13231544.000000 Penalty: 1147.036987
	Iteration 17Q: 3 clusters Score -1.323154e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295963 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13231920.000000 Penalty: 1147.036987
	Iteration 18Q: 3 clusters Score -1.323192e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296489 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13232211.000000 Penalty: 1147.036987
	Iteration 19Q: 3 clusters Score -1.323221e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296809 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13232342.000000 Penalty: 1147.036987
	Iteration 20F: 3 clusters Score -1.323234e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297026 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13232407.000000 Penalty: 1147.036987
	Iteration 21Q: 3 clusters Score -1.323241e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297168 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13232434.000000 Penalty: 1147.036987
	Iteration 22Q: 3 clusters Score -1.323243e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297258 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13232470.000000 Penalty: 1147.036987
	Iteration 23Q: 3 clusters Score -1.323247e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297314 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13232487.000000 Penalty: 1147.036987
	Iteration 24Q: 3 clusters Score -1.323249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297362 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13232522.000000 Penalty: 1147.036987
	Iteration 25Q: 3 clusters Score -1.323252e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297396 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13232512.000000 Penalty: 1147.036987
	Iteration 26Q: 3 clusters Score -1.323251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297414 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13232522.000000 Penalty: 1147.036987
	Iteration 27Q: 3 clusters Score -1.323252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297427 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13232528.000000 Penalty: 1147.036987
	Iteration 28Q: 3 clusters Score -1.323253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297428 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13232548.000000 Penalty: 1147.036987
	Iteration 29Q: 3 clusters Score -1.323255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297422 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13232555.000000 Penalty: 1147.036987
	Iteration 30Q: 3 clusters Score -1.323256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297424 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13232558.000000 Penalty: 1147.036987
	Iteration 31Q: 3 clusters Score -1.323256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297423 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13232566.000000 Penalty: 1147.036987
	Iteration 32Q: 3 clusters Score -1.323257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297421 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13232582.000000 Penalty: 1147.036987
	Iteration 33Q: 3 clusters Score -1.323258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297414 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13232610.000000 Penalty: 1147.036987
	Iteration 34Q: 3 clusters Score -1.323261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297408 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13232610.000000 Penalty: 1147.036987
	Iteration 35Q: 3 clusters Score -1.323261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297407 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13232622.000000 Penalty: 1147.036987
	Iteration 36Q: 3 clusters Score -1.323262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13232634.000000 Penalty: 1147.036987
	Iteration 37Q: 3 clusters Score -1.323263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297399 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13232639.000000 Penalty: 1147.036987
	Iteration 38Q: 3 clusters Score -1.323264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297396 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13232655.000000 Penalty: 1147.036987
	Iteration 39Q: 3 clusters Score -1.323266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297391 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13232668.000000 Penalty: 1147.036987
	Iteration 40F: 3 clusters Score -1.323267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297373 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13232699.000000 Penalty: 1147.036987
	Iteration 41Q: 3 clusters Score -1.32327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297349 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13232739.000000 Penalty: 1147.036987
	Iteration 42Q: 3 clusters Score -1.323274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297328 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13232745.000000 Penalty: 1147.036987
	Iteration 43Q: 3 clusters Score -1.323274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297309 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13232753.000000 Penalty: 1147.036987
	Iteration 44Q: 3 clusters Score -1.323275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297294 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13232751.000000 Penalty: 1147.036987
	Iteration 45Q: 3 clusters Score -1.323275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297282 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13232769.000000 Penalty: 1147.036987
	Iteration 46Q: 3 clusters Score -1.323277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297269 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13232792.000000 Penalty: 1147.036987
	Iteration 47Q: 3 clusters Score -1.323279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297264 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13232802.000000 Penalty: 1147.036987
	Iteration 48Q: 3 clusters Score -1.32328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297259 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13232808.000000 Penalty: 1147.036987
	Iteration 49Q: 3 clusters Score -1.323281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297254 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13232803.000000 Penalty: 1147.036987
	Iteration 50Q: 3 clusters Score -1.32328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297253 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13232812.000000 Penalty: 1147.036987
	Iteration 51Q: 3 clusters Score -1.323281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13232812.000000 Penalty: 1147.036987
	Iteration 52Q: 3 clusters Score -1.323281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297246 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13232818.000000 Penalty: 1147.036987
	Iteration 53Q: 3 clusters Score -1.323282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297243 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13232824.000000 Penalty: 1147.036987
	Iteration 54Q: 3 clusters Score -1.323282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297243 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13232822.000000 Penalty: 1147.036987
	Iteration 55Q: 3 clusters Score -1.323282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297242 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13232828.000000 Penalty: 1147.036987
	Iteration 56Q: 3 clusters Score -1.323283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297243 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13232826.000000 Penalty: 1147.036987
	Iteration 57Q: 3 clusters Score -1.323283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297244 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13232823.000000 Penalty: 1147.036987
	Iteration 58Q: 3 clusters Score -1.323282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297246 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13232825.000000 Penalty: 1147.036987
	Iteration 59Q: 3 clusters Score -1.323282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13232827.000000 Penalty: 1147.036987
	Iteration 60F: 3 clusters Score -1.323283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297248 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13232828.000000 Penalty: 1147.036987
	Iteration 61Q: 3 clusters Score -1.323283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297249 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13232830.000000 Penalty: 1147.036987
	Iteration 62Q: 3 clusters Score -1.323283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297248 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13232836.000000 Penalty: 1147.036987
	Iteration 63Q: 3 clusters Score -1.323284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13232832.000000 Penalty: 1147.036987
	Iteration 64Q: 3 clusters Score -1.323283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13232832.000000 Penalty: 1147.036987
	Iteration 65F: 3 clusters Score -1.323283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54097 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 297250 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 108491 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 87658 members 
Mstep: Class 18 contains 28739 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 736 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
Score: -46946700.000000 Penalty: 13305.507812
Splitting cluster 12 changes total score from -46944600.000000 to -46946700.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -367380.281250 Penalty: 411.423584
	Iteration 0F: 2 clusters Score -367380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -361769.500000 Penalty: 822.847168
	Iteration 0F: 3 clusters Score -361769.5 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -364023.687500 Penalty: 822.847168
	Iteration 1F: 3 clusters Score -364023.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -364263.031250 Penalty: 822.847168
	Iteration 2F: 3 clusters Score -364263 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -364502.812500 Penalty: 822.847168
	Iteration 3F: 3 clusters Score -364502.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -364841.812500 Penalty: 822.847168
	Iteration 4F: 3 clusters Score -364841.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -365278.312500 Penalty: 822.847168
	Iteration 5F: 3 clusters Score -365278.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -365649.468750 Penalty: 822.847168
	Iteration 6F: 3 clusters Score -365649.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -365903.875000 Penalty: 822.847168
	Iteration 7Q: 3 clusters Score -365903.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -366042.187500 Penalty: 822.847168
	Iteration 8Q: 3 clusters Score -366042.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -366112.468750 Penalty: 822.847168
	Iteration 9Q: 3 clusters Score -366112.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -366159.093750 Penalty: 822.847168
	Iteration 10Q: 3 clusters Score -366159.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -366196.062500 Penalty: 822.847168
	Iteration 11Q: 3 clusters Score -366196.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -366236.531250 Penalty: 822.847168
	Iteration 12Q: 3 clusters Score -366236.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -366276.718750 Penalty: 822.847168
	Iteration 13Q: 3 clusters Score -366276.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -366309.187500 Penalty: 822.847168
	Iteration 14Q: 3 clusters Score -366309.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -366343.281250 Penalty: 822.847168
	Iteration 15Q: 3 clusters Score -366343.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -366377.500000 Penalty: 822.847168
	Iteration 16Q: 3 clusters Score -366377.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -366409.718750 Penalty: 822.847168
	Iteration 17Q: 3 clusters Score -366409.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -366435.906250 Penalty: 822.847168
	Iteration 18Q: 3 clusters Score -366435.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -366457.062500 Penalty: 822.847168
	Iteration 19Q: 3 clusters Score -366457.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -366473.437500 Penalty: 822.847168
	Iteration 20F: 3 clusters Score -366473.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -366495.281250 Penalty: 822.847168
	Iteration 21Q: 3 clusters Score -366495.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -366525.250000 Penalty: 822.847168
	Iteration 22Q: 3 clusters Score -366525.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -366558.406250 Penalty: 822.847168
	Iteration 23Q: 3 clusters Score -366558.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -366598.187500 Penalty: 822.847168
	Iteration 24Q: 3 clusters Score -366598.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -366649.437500 Penalty: 822.847168
	Iteration 25Q: 3 clusters Score -366649.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -366696.406250 Penalty: 822.847168
	Iteration 26Q: 3 clusters Score -366696.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -366732.031250 Penalty: 822.847168
	Iteration 27Q: 3 clusters Score -366732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -366758.968750 Penalty: 822.847168
	Iteration 28Q: 3 clusters Score -366759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -366785.500000 Penalty: 822.847168
	Iteration 29Q: 3 clusters Score -366785.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -366813.718750 Penalty: 822.847168
	Iteration 30Q: 3 clusters Score -366813.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -366849.843750 Penalty: 822.847168
	Iteration 31Q: 3 clusters Score -366849.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -366882.187500 Penalty: 822.847168
	Iteration 32Q: 3 clusters Score -366882.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -366899.562500 Penalty: 822.847168
	Iteration 33Q: 3 clusters Score -366899.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -366913.031250 Penalty: 822.847168
	Iteration 34Q: 3 clusters Score -366913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -366935.187500 Penalty: 822.847168
	Iteration 35Q: 3 clusters Score -366935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -366949.312500 Penalty: 822.847168
	Iteration 36Q: 3 clusters Score -366949.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -366966.031250 Penalty: 822.847168
	Iteration 37Q: 3 clusters Score -366966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -366976.031250 Penalty: 822.847168
	Iteration 38Q: 3 clusters Score -366976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -366985.468750 Penalty: 822.847168
	Iteration 39Q: 3 clusters Score -366985.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -366998.187500 Penalty: 822.847168
	Iteration 40F: 3 clusters Score -366998.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -367006.156250 Penalty: 822.847168
	Iteration 41Q: 3 clusters Score -367006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -367013.937500 Penalty: 822.847168
	Iteration 42Q: 3 clusters Score -367013.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -367021.375000 Penalty: 822.847168
	Iteration 43Q: 3 clusters Score -367021.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -367026.937500 Penalty: 822.847168
	Iteration 44Q: 3 clusters Score -367026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -367031.656250 Penalty: 822.847168
	Iteration 45Q: 3 clusters Score -367031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -367038.593750 Penalty: 822.847168
	Iteration 46Q: 3 clusters Score -367038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -367042.875000 Penalty: 822.847168
	Iteration 47Q: 3 clusters Score -367042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -367051.437500 Penalty: 822.847168
	Iteration 48Q: 3 clusters Score -367051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -367055.718750 Penalty: 822.847168
	Iteration 49Q: 3 clusters Score -367055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -367061.218750 Penalty: 822.847168
	Iteration 50Q: 3 clusters Score -367061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -367064.031250 Penalty: 822.847168
	Iteration 51Q: 3 clusters Score -367064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -367065.500000 Penalty: 822.847168
	Iteration 52Q: 3 clusters Score -367065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -367067.375000 Penalty: 822.847168
	Iteration 53Q: 3 clusters Score -367067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -367067.843750 Penalty: 822.847168
	Iteration 54Q: 3 clusters Score -367067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -367068.343750 Penalty: 822.847168
	Iteration 55Q: 3 clusters Score -367068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -367068.125000 Penalty: 822.847168
	Iteration 56Q: 3 clusters Score -367068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -367068.125000 Penalty: 822.847168
	Iteration 57F: 3 clusters Score -367068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Entering Unmasked Estep 
Score: -2345766.000000 Penalty: 495.115692
	Iteration 0F: 2 clusters Score -2345766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2309995.750000 Penalty: 990.231384
	Iteration 0F: 3 clusters Score -2309996 nChanged 25806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -2325310.000000 Penalty: 990.231384
	Iteration 1F: 3 clusters Score -2325310 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -2325735.000000 Penalty: 990.231384
	Iteration 2Q: 3 clusters Score -2325735 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2326477.000000 Penalty: 990.231384
	Iteration 3Q: 3 clusters Score -2326477 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -2327816.750000 Penalty: 990.231384
	Iteration 4Q: 3 clusters Score -2327817 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -2330136.750000 Penalty: 990.231384
	Iteration 5F: 3 clusters Score -2330137 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -2333088.000000 Penalty: 990.231384
	Iteration 6F: 3 clusters Score -2333088 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -2335032.750000 Penalty: 990.231384
	Iteration 7F: 3 clusters Score -2335033 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2335684.750000 Penalty: 990.231384
	Iteration 8Q: 3 clusters Score -2335685 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -2335848.250000 Penalty: 990.231384
	Iteration 9Q: 3 clusters Score -2335848 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2335942.000000 Penalty: 990.231384
	Iteration 10Q: 3 clusters Score -2335942 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2336019.250000 Penalty: 990.231384
	Iteration 11Q: 3 clusters Score -2336019 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -2336129.250000 Penalty: 990.231384
	Iteration 12Q: 3 clusters Score -2336129 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -2336216.000000 Penalty: 990.231384
	Iteration 13Q: 3 clusters Score -2336216 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -2336328.250000 Penalty: 990.231384
	Iteration 14Q: 3 clusters Score -2336328 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2336478.250000 Penalty: 990.231384
	Iteration 15Q: 3 clusters Score -2336478 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2336630.750000 Penalty: 990.231384
	Iteration 16Q: 3 clusters Score -2336631 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -2336818.000000 Penalty: 990.231384
	Iteration 17Q: 3 clusters Score -2336818 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -2336975.500000 Penalty: 990.231384
	Iteration 18Q: 3 clusters Score -2336976 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -2337183.250000 Penalty: 990.231384
	Iteration 19Q: 3 clusters Score -2337183 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -2337422.500000 Penalty: 990.231384
	Iteration 20F: 3 clusters Score -2337422 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -2337722.000000 Penalty: 990.231384
	Iteration 21Q: 3 clusters Score -2337722 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -2338060.500000 Penalty: 990.231384
	Iteration 22Q: 3 clusters Score -2338060 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -2338456.250000 Penalty: 990.231384
	Iteration 23Q: 3 clusters Score -2338456 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -2338887.250000 Penalty: 990.231384
	Iteration 24Q: 3 clusters Score -2338887 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -2339386.500000 Penalty: 990.231384
	Iteration 25Q: 3 clusters Score -2339386 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -2339923.500000 Penalty: 990.231384
	Iteration 26Q: 3 clusters Score -2339924 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -2340522.500000 Penalty: 990.231384
	Iteration 27Q: 3 clusters Score -2340522 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -2341163.500000 Penalty: 990.231384
	Iteration 28Q: 3 clusters Score -2341164 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -2341841.000000 Penalty: 990.231384
	Iteration 29Q: 3 clusters Score -2341841 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -2342515.250000 Penalty: 990.231384
	Iteration 30Q: 3 clusters Score -2342515 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -2343087.500000 Penalty: 990.231384
	Iteration 31Q: 3 clusters Score -2343088 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -2343628.000000 Penalty: 990.231384
	Iteration 32Q: 3 clusters Score -2343628 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -2344084.500000 Penalty: 990.231384
	Iteration 33Q: 3 clusters Score -2344084 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -2344452.000000 Penalty: 990.231384
	Iteration 34Q: 3 clusters Score -2344452 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -2344760.750000 Penalty: 990.231384
	Iteration 35Q: 3 clusters Score -2344761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -2344968.750000 Penalty: 990.231384
	Iteration 36Q: 3 clusters Score -2344969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -2345144.250000 Penalty: 990.231384
	Iteration 37Q: 3 clusters Score -2345144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -2345227.000000 Penalty: 990.231384
	Iteration 38Q: 3 clusters Score -2345227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -2345257.500000 Penalty: 990.231384
	Iteration 39Q: 3 clusters Score -2345258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -2345280.250000 Penalty: 990.231384
	Iteration 40F: 3 clusters Score -2345280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -2345296.000000 Penalty: 990.231384
	Iteration 41Q: 3 clusters Score -2345296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -2345300.000000 Penalty: 990.231384
	Iteration 42Q: 3 clusters Score -2345300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -2345301.500000 Penalty: 990.231384
	Iteration 43Q: 3 clusters Score -2345302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -2345306.500000 Penalty: 990.231384
	Iteration 44Q: 3 clusters Score -2345306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -2345313.250000 Penalty: 990.231384
	Iteration 45Q: 3 clusters Score -2345313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -2345321.000000 Penalty: 990.231384
	Iteration 46Q: 3 clusters Score -2345321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -2345325.500000 Penalty: 990.231384
	Iteration 47Q: 3 clusters Score -2345326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -2345328.250000 Penalty: 990.231384
	Iteration 48Q: 3 clusters Score -2345328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -2345328.750000 Penalty: 990.231384
	Iteration 49Q: 3 clusters Score -2345329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -2345328.750000 Penalty: 990.231384
	Iteration 50F: 3 clusters Score -2345329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Entering Unmasked Estep 
Score: -4888132.000000 Penalty: 527.546204
	Iteration 0F: 2 clusters Score -4888132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -4814873.000000 Penalty: 1055.092407
	Iteration 0F: 3 clusters Score -4814873 nChanged 53140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -4847470.500000 Penalty: 1055.092407
	Iteration 1F: 3 clusters Score -4847470 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -4849874.000000 Penalty: 1055.092407
	Iteration 2Q: 3 clusters Score -4849874 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4854514.500000 Penalty: 1055.092407
	Iteration 3F: 3 clusters Score -4854514 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4862252.500000 Penalty: 1055.092407
	Iteration 4F: 3 clusters Score -4862252 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4872020.000000 Penalty: 1055.092407
	Iteration 5F: 3 clusters Score -4872020 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4880243.500000 Penalty: 1055.092407
	Iteration 6F: 3 clusters Score -4880244 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4884871.500000 Penalty: 1055.092407
	Iteration 7Q: 3 clusters Score -4884872 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4886811.500000 Penalty: 1055.092407
	Iteration 8Q: 3 clusters Score -4886812 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4887404.000000 Penalty: 1055.092407
	Iteration 9Q: 3 clusters Score -4887404 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4887575.500000 Penalty: 1055.092407
	Iteration 10Q: 3 clusters Score -4887576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4887626.500000 Penalty: 1055.092407
	Iteration 11Q: 3 clusters Score -4887626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4887640.000000 Penalty: 1055.092407
	Iteration 12Q: 3 clusters Score -4887640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4887648.500000 Penalty: 1055.092407
	Iteration 13Q: 3 clusters Score -4887648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4887646.000000 Penalty: 1055.092407
	Iteration 14Q: 3 clusters Score -4887646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4887650.000000 Penalty: 1055.092407
	Iteration 15Q: 3 clusters Score -4887650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4887659.500000 Penalty: 1055.092407
	Iteration 16Q: 3 clusters Score -4887660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4887659.500000 Penalty: 1055.092407
	Iteration 17Q: 3 clusters Score -4887660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4887664.000000 Penalty: 1055.092407
	Iteration 18Q: 3 clusters Score -4887664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4887666.500000 Penalty: 1055.092407
	Iteration 19Q: 3 clusters Score -4887666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4887666.500000 Penalty: 1055.092407
	Iteration 20F: 3 clusters Score -4887666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -36074.980469 Penalty: 308.692810
	Iteration 0F: 2 clusters Score -36074.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35362.316406 Penalty: 617.385620
	Iteration 0F: 3 clusters Score -35362.32 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -35567.492188 Penalty: 617.385620
	Iteration 1F: 3 clusters Score -35567.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -35610.343750 Penalty: 617.385620
	Iteration 2F: 3 clusters Score -35610.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -35647.113281 Penalty: 617.385620
	Iteration 3F: 3 clusters Score -35647.11 nChanged 40
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: -35670.683594 Penalty: 617.385620
	Iteration 4Q: 3 clusters Score -35670.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -35697.609375 Penalty: 617.385620
	Iteration 5Q: 3 clusters Score -35697.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35712.769531 Penalty: 617.385620
	Iteration 6Q: 3 clusters Score -35712.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35727.660156 Penalty: 617.385620
	Iteration 7Q: 3 clusters Score -35727.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -35738.476562 Penalty: 617.385620
	Iteration 8Q: 3 clusters Score -35738.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -35748.441406 Penalty: 617.385620
	Iteration 9Q: 3 clusters Score -35748.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35758.957031 Penalty: 617.385620
	Iteration 10Q: 3 clusters Score -35758.96 nChanged 15
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: -35766.734375 Penalty: 617.385620
	Iteration 11Q: 3 clusters Score -35766.73 nChanged 12
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: -35771.523438 Penalty: 617.385620
	Iteration 12Q: 3 clusters Score -35771.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35776.863281 Penalty: 617.385620
	Iteration 13Q: 3 clusters Score -35776.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35782.703125 Penalty: 617.385620
	Iteration 14Q: 3 clusters Score -35782.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35792.402344 Penalty: 617.385620
	Iteration 15Q: 3 clusters Score -35792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35796.777344 Penalty: 617.385620
	Iteration 16Q: 3 clusters Score -35796.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35802.242188 Penalty: 617.385620
	Iteration 17Q: 3 clusters Score -35802.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35804.972656 Penalty: 617.385620
	Iteration 18Q: 3 clusters Score -35804.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35806.000000 Penalty: 617.385620
	Iteration 19Q: 3 clusters Score -35806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35806.367188 Penalty: 617.385620
	Iteration 20F: 3 clusters Score -35806.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35807.675781 Penalty: 617.385620
	Iteration 21Q: 3 clusters Score -35807.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35809.214844 Penalty: 617.385620
	Iteration 22Q: 3 clusters Score -35809.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35809.332031 Penalty: 617.385620
	Iteration 23Q: 3 clusters Score -35809.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35809.332031 Penalty: 617.385620
	Iteration 24F: 3 clusters Score -35809.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -80537.796875 Penalty: 343.746063
	Iteration 0F: 2 clusters Score -80537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -79171.140625 Penalty: 687.492126
	Iteration 0F: 3 clusters Score -79171.14 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -79558.960938 Penalty: 687.492126
	Iteration 1F: 3 clusters Score -79558.96 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -79612.609375 Penalty: 687.492126
	Iteration 2F: 3 clusters Score -79612.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -79666.140625 Penalty: 687.492126
	Iteration 3F: 3 clusters Score -79666.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -79706.000000 Penalty: 687.492126
	Iteration 4Q: 3 clusters Score -79706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -79748.171875 Penalty: 687.492126
	Iteration 5Q: 3 clusters Score -79748.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -79799.976562 Penalty: 687.492126
	Iteration 6Q: 3 clusters Score -79799.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -79867.179688 Penalty: 687.492126
	Iteration 7Q: 3 clusters Score -79867.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -79934.695312 Penalty: 687.492126
	Iteration 8Q: 3 clusters Score -79934.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -80011.695312 Penalty: 687.492126
	Iteration 9Q: 3 clusters Score -80011.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -80100.062500 Penalty: 687.492126
	Iteration 10Q: 3 clusters Score -80100.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -80166.054688 Penalty: 687.492126
	Iteration 11Q: 3 clusters Score -80166.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -80198.421875 Penalty: 687.492126
	Iteration 12Q: 3 clusters Score -80198.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -80241.640625 Penalty: 687.492126
	Iteration 13Q: 3 clusters Score -80241.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -80272.484375 Penalty: 687.492126
	Iteration 14Q: 3 clusters Score -80272.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -80294.500000 Penalty: 687.492126
	Iteration 15Q: 3 clusters Score -80294.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -80324.960938 Penalty: 687.492126
	Iteration 16Q: 3 clusters Score -80324.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -80345.984375 Penalty: 687.492126
	Iteration 17Q: 3 clusters Score -80345.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80357.132812 Penalty: 687.492126
	Iteration 18Q: 3 clusters Score -80357.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -80365.312500 Penalty: 687.492126
	Iteration 19Q: 3 clusters Score -80365.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -80377.421875 Penalty: 687.492126
	Iteration 20F: 3 clusters Score -80377.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -80393.281250 Penalty: 687.492126
	Iteration 21Q: 3 clusters Score -80393.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -80407.500000 Penalty: 687.492126
	Iteration 22Q: 3 clusters Score -80407.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -80414.109375 Penalty: 687.492126
	Iteration 23Q: 3 clusters Score -80414.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -80420.007812 Penalty: 687.492126
	Iteration 24Q: 3 clusters Score -80420.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -80423.234375 Penalty: 687.492126
	Iteration 25Q: 3 clusters Score -80423.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -80425.421875 Penalty: 687.492126
	Iteration 26Q: 3 clusters Score -80425.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -80427.031250 Penalty: 687.492126
	Iteration 27Q: 3 clusters Score -80427.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -80429.312500 Penalty: 687.492126
	Iteration 28Q: 3 clusters Score -80429.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -80431.531250 Penalty: 687.492126
	Iteration 29Q: 3 clusters Score -80431.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -80435.273438 Penalty: 687.492126
	Iteration 30Q: 3 clusters Score -80435.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80436.281250 Penalty: 687.492126
	Iteration 31Q: 3 clusters Score -80436.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -80436.703125 Penalty: 687.492126
	Iteration 32Q: 3 clusters Score -80436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -80437.796875 Penalty: 687.492126
	Iteration 33F: 3 clusters Score -80437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80438.273438 Penalty: 687.492126
	Iteration 34Q: 3 clusters Score -80438.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -80438.781250 Penalty: 687.492126
	Iteration 35Q: 3 clusters Score -80438.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -80439.437500 Penalty: 687.492126
	Iteration 36Q: 3 clusters Score -80439.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -80439.437500 Penalty: 687.492126
	Iteration 37F: 3 clusters Score -80439.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Entering Unmasked Estep 
Score: -1608368.625000 Penalty: 481.627472
	Iteration 0F: 2 clusters Score -1608369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1581740.250000 Penalty: 963.254944
	Iteration 0F: 3 clusters Score -1581740 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1592877.500000 Penalty: 963.254944
	Iteration 1F: 3 clusters Score -1592878 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1593611.000000 Penalty: 963.254944
	Iteration 2Q: 3 clusters Score -1593611 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1594862.000000 Penalty: 963.254944
	Iteration 3F: 3 clusters Score -1594862 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -1596704.250000 Penalty: 963.254944
	Iteration 4F: 3 clusters Score -1596704 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -1598875.125000 Penalty: 963.254944
	Iteration 5F: 3 clusters Score -1598875 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -1601125.500000 Penalty: 963.254944
	Iteration 6F: 3 clusters Score -1601126 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -1603322.500000 Penalty: 963.254944
	Iteration 7F: 3 clusters Score -1603322 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -1605366.250000 Penalty: 963.254944
	Iteration 8F: 3 clusters Score -1605366 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -1606782.125000 Penalty: 963.254944
	Iteration 9Q: 3 clusters Score -1606782 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -1607451.875000 Penalty: 963.254944
	Iteration 10Q: 3 clusters Score -1607452 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -1607726.125000 Penalty: 963.254944
	Iteration 11Q: 3 clusters Score -1607726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -1607852.000000 Penalty: 963.254944
	Iteration 12Q: 3 clusters Score -1607852 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -1607934.750000 Penalty: 963.254944
	Iteration 13Q: 3 clusters Score -1607935 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -1607998.250000 Penalty: 963.254944
	Iteration 14Q: 3 clusters Score -1607998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -1608059.250000 Penalty: 963.254944
	Iteration 15Q: 3 clusters Score -1608059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -1608093.000000 Penalty: 963.254944
	Iteration 16Q: 3 clusters Score -1608093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -1608120.125000 Penalty: 963.254944
	Iteration 17Q: 3 clusters Score -1608120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -1608147.250000 Penalty: 963.254944
	Iteration 18Q: 3 clusters Score -1608147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -1608163.125000 Penalty: 963.254944
	Iteration 19Q: 3 clusters Score -1608163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -1608178.750000 Penalty: 963.254944
	Iteration 20F: 3 clusters Score -1608179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -1608179.500000 Penalty: 963.254944
	Iteration 21Q: 3 clusters Score -1608180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -1608186.750000 Penalty: 963.254944
	Iteration 22Q: 3 clusters Score -1608187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -1608188.625000 Penalty: 963.254944
	Iteration 23Q: 3 clusters Score -1608189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -1608193.875000 Penalty: 963.254944
	Iteration 24Q: 3 clusters Score -1608194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -1608202.000000 Penalty: 963.254944
	Iteration 25Q: 3 clusters Score -1608202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -1608203.875000 Penalty: 963.254944
	Iteration 26Q: 3 clusters Score -1608204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -1608202.250000 Penalty: 963.254944
	Iteration 27Q: 3 clusters Score -1608202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -1608210.375000 Penalty: 963.254944
	Iteration 28Q: 3 clusters Score -1608210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -1608216.000000 Penalty: 963.254944
	Iteration 29Q: 3 clusters Score -1608216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -1608218.875000 Penalty: 963.254944
	Iteration 30Q: 3 clusters Score -1608219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -1608225.250000 Penalty: 963.254944
	Iteration 31Q: 3 clusters Score -1608225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -1608222.750000 Penalty: 963.254944
	Iteration 32Q: 3 clusters Score -1608223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -1608227.375000 Penalty: 963.254944
	Iteration 33Q: 3 clusters Score -1608227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -1608227.750000 Penalty: 963.254944
	Iteration 34Q: 3 clusters Score -1608228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -1608229.125000 Penalty: 963.254944
	Iteration 35Q: 3 clusters Score -1608229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -1608229.875000 Penalty: 963.254944
	Iteration 36Q: 3 clusters Score -1608230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -1608230.375000 Penalty: 963.254944
	Iteration 37Q: 3 clusters Score -1608230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -1608231.125000 Penalty: 963.254944
	Iteration 38Q: 3 clusters Score -1608231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -1608232.000000 Penalty: 963.254944
	Iteration 39Q: 3 clusters Score -1608232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -1608234.625000 Penalty: 963.254944
	Iteration 40F: 3 clusters Score -1608235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -1608234.250000 Penalty: 963.254944
	Iteration 41Q: 3 clusters Score -1608234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -1608234.625000 Penalty: 963.254944
	Iteration 42Q: 3 clusters Score -1608235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -1608234.625000 Penalty: 963.254944
	Iteration 43F: 3 clusters Score -1608235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54097 members 
Mstep: Class 4 contains 50821 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 109597 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20100 members 
Mstep: Class 12 contains 297250 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 108491 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 21 contains 39546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948020.000000 Penalty: 13305.507812
Iteration 199Q: 22 clusters Score -4.694802e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54344 members 
Mstep: Class 4 contains 50525 members 
Mstep: Class 5 contains 16898 members 
Mstep: Class 6 contains 194237 members 
Mstep: Class 7 contains 26128 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 109560 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20700 members 
Mstep: Class 12 contains 298750 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 14 contains 53170 members 
Mstep: Class 15 contains 108456 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 86675 members 
Mstep: Class 18 contains 28049 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 736 members 
Mstep: Class 21 contains 40168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948668.000000 Penalty: 13305.507812
Iteration 200F: 22 clusters Score -4.694867e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54241 members 
Mstep: Class 4 contains 50146 members 
Mstep: Class 5 contains 16810 members 
Mstep: Class 6 contains 193420 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 109539 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 298799 members 
Mstep: Class 13 contains 8516 members 
Mstep: Class 14 contains 53125 members 
Mstep: Class 15 contains 108463 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 88038 members 
Mstep: Class 18 contains 28176 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 40031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948776.000000 Penalty: 13305.507812
Iteration 201Q: 22 clusters Score -4.694878e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54341 members 
Mstep: Class 4 contains 49702 members 
Mstep: Class 5 contains 16809 members 
Mstep: Class 6 contains 192727 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 109498 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 20624 members 
Mstep: Class 12 contains 298893 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 14 contains 53082 members 
Mstep: Class 15 contains 108516 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 89146 members 
Mstep: Class 18 contains 28120 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 39941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948440.000000 Penalty: 13305.507812
Iteration 202Q: 22 clusters Score -4.694844e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54471 members 
Mstep: Class 4 contains 49366 members 
Mstep: Class 5 contains 16831 members 
Mstep: Class 6 contains 191920 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 109452 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 299100 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 53030 members 
Mstep: Class 15 contains 108548 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 90154 members 
Mstep: Class 18 contains 28033 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 945 members 
Mstep: Class 21 contains 39883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948512.000000 Penalty: 13305.507812
Iteration 203Q: 22 clusters Score -4.694851e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54592 members 
Mstep: Class 4 contains 49023 members 
Mstep: Class 5 contains 16863 members 
Mstep: Class 6 contains 191055 members 
Mstep: Class 7 contains 26127 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 109415 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 20537 members 
Mstep: Class 12 contains 299340 members 
Mstep: Class 13 contains 8523 members 
Mstep: Class 14 contains 52980 members 
Mstep: Class 15 contains 108595 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 91159 members 
Mstep: Class 18 contains 27939 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 39843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948336.000000 Penalty: 13305.507812
Iteration 204Q: 22 clusters Score -4.694834e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54707 members 
Mstep: Class 4 contains 48714 members 
Mstep: Class 5 contains 16900 members 
Mstep: Class 6 contains 190211 members 
Mstep: Class 7 contains 26125 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109378 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 20503 members 
Mstep: Class 12 contains 299523 members 
Mstep: Class 13 contains 8530 members 
Mstep: Class 14 contains 52928 members 
Mstep: Class 15 contains 108628 members 
Mstep: Class 16 contains 884 members 
Mstep: Class 17 contains 92142 members 
Mstep: Class 18 contains 27860 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1059 members 
Mstep: Class 21 contains 39803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948384.000000 Penalty: 13305.507812
Iteration 205Q: 22 clusters Score -4.694838e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54819 members 
Mstep: Class 4 contains 48427 members 
Mstep: Class 5 contains 16944 members 
Mstep: Class 6 contains 189327 members 
Mstep: Class 7 contains 26125 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109316 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 20463 members 
Mstep: Class 12 contains 299800 members 
Mstep: Class 13 contains 8531 members 
Mstep: Class 14 contains 52883 members 
Mstep: Class 15 contains 108665 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 93081 members 
Mstep: Class 18 contains 27765 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 39769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948284.000000 Penalty: 13305.507812
Iteration 206Q: 22 clusters Score -4.694828e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 54924 members 
Mstep: Class 4 contains 48086 members 
Mstep: Class 5 contains 16980 members 
Mstep: Class 6 contains 188428 members 
Mstep: Class 7 contains 26122 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109262 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 20439 members 
Mstep: Class 12 contains 300083 members 
Mstep: Class 13 contains 8550 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 108745 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 93983 members 
Mstep: Class 18 contains 27696 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 39745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948188.000000 Penalty: 13305.507812
Iteration 207Q: 22 clusters Score -4.694819e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 55015 members 
Mstep: Class 4 contains 47745 members 
Mstep: Class 5 contains 17013 members 
Mstep: Class 6 contains 187639 members 
Mstep: Class 7 contains 26118 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109202 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 20410 members 
Mstep: Class 12 contains 300287 members 
Mstep: Class 13 contains 8560 members 
Mstep: Class 14 contains 52770 members 
Mstep: Class 15 contains 108834 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 94881 members 
Mstep: Class 18 contains 27643 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 39724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 22 clusters Score -4.694826e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 55092 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 186825 members 
Mstep: Class 7 contains 26107 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 109158 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 20379 members 
Mstep: Class 12 contains 300412 members 
Mstep: Class 13 contains 8576 members 
Mstep: Class 14 contains 52710 members 
Mstep: Class 15 contains 108899 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 95822 members 
Mstep: Class 18 contains 27590 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 39717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948180.000000 Penalty: 13305.507812
Iteration 209Q: 22 clusters Score -4.694818e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 55156 members 
Mstep: Class 4 contains 47178 members 
Mstep: Class 5 contains 17088 members 
Mstep: Class 6 contains 185959 members 
Mstep: Class 7 contains 26093 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 109122 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20358 members 
Mstep: Class 12 contains 300592 members 
Mstep: Class 13 contains 8589 members 
Mstep: Class 14 contains 52656 members 
Mstep: Class 15 contains 108964 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 96766 members 
Mstep: Class 18 contains 27551 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 39699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947988.000000 Penalty: 13305.507812
Iteration 210Q: 22 clusters Score -4.694799e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 55224 members 
Mstep: Class 4 contains 46903 members 
Mstep: Class 5 contains 17107 members 
Mstep: Class 6 contains 185198 members 
Mstep: Class 7 contains 26087 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 109108 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 20331 members 
Mstep: Class 12 contains 300704 members 
Mstep: Class 13 contains 8591 members 
Mstep: Class 14 contains 52574 members 
Mstep: Class 15 contains 109020 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 97693 members 
Mstep: Class 18 contains 27522 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 39685 members 
Entering Unmasked Estep 
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Score: -46947948.000000 Penalty: 13305.507812
Iteration 211Q: 22 clusters Score -4.694795e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 55300 members 
Mstep: Class 4 contains 46706 members 
Mstep: Class 5 contains 17130 members 
Mstep: Class 6 contains 184468 members 
Mstep: Class 7 contains 26082 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 109075 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 20294 members 
Mstep: Class 12 contains 300763 members 
Mstep: Class 13 contains 8596 members 
Mstep: Class 14 contains 52478 members 
Mstep: Class 15 contains 109054 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 98622 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 39676 members 
Entering Unmasked Estep 
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Score: -46947936.000000 Penalty: 13305.507812
Iteration 212Q: 22 clusters Score -4.694794e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 55369 members 
Mstep: Class 4 contains 46509 members 
Mstep: Class 5 contains 17153 members 
Mstep: Class 6 contains 183802 members 
Mstep: Class 7 contains 26064 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 109051 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 20272 members 
Mstep: Class 12 contains 300739 members 
Mstep: Class 13 contains 8605 members 
Mstep: Class 14 contains 52394 members 
Mstep: Class 15 contains 109068 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 99571 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1516 members 
Mstep: Class 21 contains 39665 members 
Entering Unmasked Estep 
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Iteration 213Q: 22 clusters Score -4.694784e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 55435 members 
Mstep: Class 4 contains 46251 members 
Mstep: Class 5 contains 17172 members 
Mstep: Class 6 contains 183167 members 
Mstep: Class 7 contains 26046 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 108988 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 20252 members 
Mstep: Class 12 contains 300733 members 
Mstep: Class 13 contains 8615 members 
Mstep: Class 14 contains 52327 members 
Mstep: Class 15 contains 109131 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 100501 members 
Mstep: Class 18 contains 27420 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 39655 members 
Entering Unmasked Estep 
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Score: -46948024.000000 Penalty: 13305.507812
Iteration 214Q: 22 clusters Score -4.694802e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 55509 members 
Mstep: Class 4 contains 45998 members 
Mstep: Class 5 contains 17196 members 
Mstep: Class 6 contains 182556 members 
Mstep: Class 7 contains 26027 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 108949 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 20225 members 
Mstep: Class 12 contains 300729 members 
Mstep: Class 13 contains 8621 members 
Mstep: Class 14 contains 52247 members 
Mstep: Class 15 contains 109168 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 101425 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 39642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948180.000000 Penalty: 13305.507812
Iteration 215Q: 22 clusters Score -4.694818e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55557 members 
Mstep: Class 4 contains 45824 members 
Mstep: Class 5 contains 17212 members 
Mstep: Class 6 contains 181906 members 
Mstep: Class 7 contains 26020 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 108908 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 20198 members 
Mstep: Class 12 contains 300696 members 
Mstep: Class 13 contains 8620 members 
Mstep: Class 14 contains 52177 members 
Mstep: Class 15 contains 109143 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 102410 members 
Mstep: Class 18 contains 27378 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 39625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948140.000000 Penalty: 13305.507812
Iteration 216Q: 22 clusters Score -4.694814e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55624 members 
Mstep: Class 4 contains 45590 members 
Mstep: Class 5 contains 17234 members 
Mstep: Class 6 contains 181378 members 
Mstep: Class 7 contains 26015 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 108873 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 20179 members 
Mstep: Class 12 contains 300629 members 
Mstep: Class 13 contains 8625 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 109103 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 103367 members 
Mstep: Class 18 contains 27357 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 39596 members 
Entering Unmasked Estep 
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Iteration 217Q: 22 clusters Score -4.694797e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55691 members 
Mstep: Class 4 contains 45518 members 
Mstep: Class 5 contains 17251 members 
Mstep: Class 6 contains 180822 members 
Mstep: Class 7 contains 26007 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 108810 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20157 members 
Mstep: Class 12 contains 300509 members 
Mstep: Class 13 contains 8639 members 
Mstep: Class 14 contains 52036 members 
Mstep: Class 15 contains 108995 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 104314 members 
Mstep: Class 18 contains 27347 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 39589 members 
Entering Unmasked Estep 
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Iteration 218Q: 22 clusters Score -4.694816e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55770 members 
Mstep: Class 4 contains 45507 members 
Mstep: Class 5 contains 17274 members 
Mstep: Class 6 contains 180197 members 
Mstep: Class 7 contains 26012 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108769 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20139 members 
Mstep: Class 12 contains 300452 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 51953 members 
Mstep: Class 15 contains 108856 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 105200 members 
Mstep: Class 18 contains 27334 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 39584 members 
Entering Unmasked Estep 
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Iteration 219Q: 22 clusters Score -4.69483e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55864 members 
Mstep: Class 4 contains 45480 members 
Mstep: Class 5 contains 17297 members 
Mstep: Class 6 contains 179484 members 
Mstep: Class 7 contains 26028 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 108742 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 300480 members 
Mstep: Class 13 contains 8652 members 
Mstep: Class 14 contains 51842 members 
Mstep: Class 15 contains 108765 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 106072 members 
Mstep: Class 18 contains 27307 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 39584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948356.000000 Penalty: 13305.507812
Iteration 220F: 22 clusters Score -4.694836e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 55944 members 
Mstep: Class 4 contains 45276 members 
Mstep: Class 5 contains 17322 members 
Mstep: Class 6 contains 178858 members 
Mstep: Class 7 contains 26041 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 108685 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20117 members 
Mstep: Class 12 contains 300502 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 51735 members 
Mstep: Class 15 contains 108776 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 106903 members 
Mstep: Class 18 contains 27291 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 39591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948036.000000 Penalty: 13305.507812
Iteration 221Q: 22 clusters Score -4.694804e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56015 members 
Mstep: Class 4 contains 45060 members 
Mstep: Class 5 contains 17346 members 
Mstep: Class 6 contains 178334 members 
Mstep: Class 7 contains 26048 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 108629 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20115 members 
Mstep: Class 12 contains 300396 members 
Mstep: Class 13 contains 8673 members 
Mstep: Class 14 contains 51641 members 
Mstep: Class 15 contains 108762 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 107811 members 
Mstep: Class 18 contains 27282 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39592 members 
Entering Unmasked Estep 
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Iteration 222Q: 22 clusters Score -4.694822e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56095 members 
Mstep: Class 4 contains 44909 members 
Mstep: Class 5 contains 17370 members 
Mstep: Class 6 contains 177765 members 
Mstep: Class 7 contains 26057 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 108582 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20108 members 
Mstep: Class 12 contains 300302 members 
Mstep: Class 13 contains 8682 members 
Mstep: Class 14 contains 51536 members 
Mstep: Class 15 contains 108723 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 108690 members 
Mstep: Class 18 contains 27278 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 39596 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 22 clusters Score -4.694829e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56172 members 
Mstep: Class 4 contains 44801 members 
Mstep: Class 5 contains 17390 members 
Mstep: Class 6 contains 177180 members 
Mstep: Class 7 contains 26062 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 108507 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20112 members 
Mstep: Class 12 contains 300220 members 
Mstep: Class 13 contains 8682 members 
Mstep: Class 14 contains 51454 members 
Mstep: Class 15 contains 108644 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 109573 members 
Mstep: Class 18 contains 27275 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 39601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948544.000000 Penalty: 13305.507812
Iteration 224Q: 22 clusters Score -4.694854e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56263 members 
Mstep: Class 4 contains 44620 members 
Mstep: Class 5 contains 17414 members 
Mstep: Class 6 contains 176632 members 
Mstep: Class 7 contains 26067 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 108424 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 20093 members 
Mstep: Class 12 contains 300187 members 
Mstep: Class 13 contains 8689 members 
Mstep: Class 14 contains 51371 members 
Mstep: Class 15 contains 108574 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 110456 members 
Mstep: Class 18 contains 27266 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 39614 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -4.694858e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56357 members 
Mstep: Class 4 contains 44360 members 
Mstep: Class 5 contains 17435 members 
Mstep: Class 6 contains 176121 members 
Mstep: Class 7 contains 26066 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 108336 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 20067 members 
Mstep: Class 12 contains 300204 members 
Mstep: Class 13 contains 8695 members 
Mstep: Class 14 contains 51304 members 
Mstep: Class 15 contains 108497 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 111365 members 
Mstep: Class 18 contains 27249 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 1817 members 
Mstep: Class 21 contains 39618 members 
Entering Unmasked Estep 
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Score: -46948516.000000 Penalty: 13305.507812
Iteration 226Q: 22 clusters Score -4.694852e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56451 members 
Mstep: Class 4 contains 44137 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 175582 members 
Mstep: Class 7 contains 26067 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 108251 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 20044 members 
Mstep: Class 12 contains 300231 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 51234 members 
Mstep: Class 15 contains 108400 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 112267 members 
Mstep: Class 18 contains 27228 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 39619 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -4.694874e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56553 members 
Mstep: Class 4 contains 43989 members 
Mstep: Class 5 contains 17484 members 
Mstep: Class 6 contains 174954 members 
Mstep: Class 7 contains 26062 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 108124 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 20010 members 
Mstep: Class 12 contains 300343 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 51190 members 
Mstep: Class 15 contains 108314 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 113106 members 
Mstep: Class 18 contains 27211 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 39612 members 
Entering Unmasked Estep 
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Iteration 228Q: 22 clusters Score -4.694869e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56670 members 
Mstep: Class 4 contains 43839 members 
Mstep: Class 5 contains 17517 members 
Mstep: Class 6 contains 174282 members 
Mstep: Class 7 contains 26061 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 107989 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 19987 members 
Mstep: Class 12 contains 300537 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 51148 members 
Mstep: Class 15 contains 108232 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 113874 members 
Mstep: Class 18 contains 27192 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1882 members 
Mstep: Class 21 contains 39601 members 
Entering Unmasked Estep 
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Iteration 229Q: 22 clusters Score -4.694863e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56805 members 
Mstep: Class 4 contains 43633 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 173741 members 
Mstep: Class 7 contains 26055 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 107897 members 
Mstep: Class 10 contains 9560 members 
Mstep: Class 11 contains 19960 members 
Mstep: Class 12 contains 300621 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 51111 members 
Mstep: Class 15 contains 108112 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 114652 members 
Mstep: Class 18 contains 27172 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 39600 members 
Entering Unmasked Estep 
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Iteration 230Q: 22 clusters Score -4.69485e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 56926 members 
Mstep: Class 4 contains 43313 members 
Mstep: Class 5 contains 17584 members 
Mstep: Class 6 contains 173336 members 
Mstep: Class 7 contains 26051 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 107794 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 300671 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 51072 members 
Mstep: Class 15 contains 108048 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 115424 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 39598 members 
Entering Unmasked Estep 
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Iteration 231Q: 22 clusters Score -4.694846e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57054 members 
Mstep: Class 4 contains 43101 members 
Mstep: Class 5 contains 17619 members 
Mstep: Class 6 contains 172863 members 
Mstep: Class 7 contains 26047 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 107698 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 19914 members 
Mstep: Class 12 contains 300694 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 51044 members 
Mstep: Class 15 contains 107924 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 116201 members 
Mstep: Class 18 contains 27123 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 39611 members 
Entering Unmasked Estep 
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Iteration 232Q: 22 clusters Score -4.694845e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57197 members 
Mstep: Class 4 contains 42887 members 
Mstep: Class 5 contains 17656 members 
Mstep: Class 6 contains 172321 members 
Mstep: Class 7 contains 26043 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 107582 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 19897 members 
Mstep: Class 12 contains 300812 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 51004 members 
Mstep: Class 15 contains 107831 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 116946 members 
Mstep: Class 18 contains 27101 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 39621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948496.000000 Penalty: 13305.507812
Iteration 233Q: 22 clusters Score -4.69485e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 42638 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 171812 members 
Mstep: Class 7 contains 26037 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 107410 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 19874 members 
Mstep: Class 12 contains 300911 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 50984 members 
Mstep: Class 15 contains 107807 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 117702 members 
Mstep: Class 18 contains 27078 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 39621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948704.000000 Penalty: 13305.507812
Iteration 234Q: 22 clusters Score -4.69487e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57470 members 
Mstep: Class 4 contains 42430 members 
Mstep: Class 5 contains 17739 members 
Mstep: Class 6 contains 171344 members 
Mstep: Class 7 contains 26029 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 107264 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 19858 members 
Mstep: Class 12 contains 300981 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 50965 members 
Mstep: Class 15 contains 107737 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 118452 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 39620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948836.000000 Penalty: 13305.507812
Iteration 235Q: 22 clusters Score -4.694884e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57585 members 
Mstep: Class 4 contains 42327 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 170780 members 
Mstep: Class 7 contains 26019 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 107068 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 19846 members 
Mstep: Class 12 contains 301086 members 
Mstep: Class 13 contains 8740 members 
Mstep: Class 14 contains 50964 members 
Mstep: Class 15 contains 107661 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 119210 members 
Mstep: Class 18 contains 27007 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 39618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948904.000000 Penalty: 13305.507812
Iteration 236Q: 22 clusters Score -4.69489e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57708 members 
Mstep: Class 4 contains 42148 members 
Mstep: Class 5 contains 17836 members 
Mstep: Class 6 contains 170299 members 
Mstep: Class 7 contains 26003 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106917 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 19839 members 
Mstep: Class 12 contains 301177 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 107579 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 119910 members 
Mstep: Class 18 contains 26975 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 39616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948552.000000 Penalty: 13305.507812
Iteration 237Q: 22 clusters Score -4.694855e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57834 members 
Mstep: Class 4 contains 41999 members 
Mstep: Class 5 contains 17890 members 
Mstep: Class 6 contains 169848 members 
Mstep: Class 7 contains 25984 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106770 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 19836 members 
Mstep: Class 12 contains 301195 members 
Mstep: Class 13 contains 8755 members 
Mstep: Class 14 contains 50920 members 
Mstep: Class 15 contains 107475 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 120634 members 
Mstep: Class 18 contains 26947 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 39622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948564.000000 Penalty: 13305.507812
Iteration 238Q: 22 clusters Score -4.694856e+07 nChanged 3232
Entering ConstructFrom: 
Score: -46948564.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -186659.984375 Penalty: 381.705536
	Iteration 0F: 2 clusters Score -186660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -183631.500000 Penalty: 763.411072
	Iteration 0F: 3 clusters Score -183631.5 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -184840.890625 Penalty: 763.411072
	Iteration 1F: 3 clusters Score -184840.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -185002.437500 Penalty: 763.411072
	Iteration 2F: 3 clusters Score -185002.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -185181.906250 Penalty: 763.411072
	Iteration 3F: 3 clusters Score -185181.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -185405.406250 Penalty: 763.411072
	Iteration 4F: 3 clusters Score -185405.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -185632.328125 Penalty: 763.411072
	Iteration 5F: 3 clusters Score -185632.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -185814.281250 Penalty: 763.411072
	Iteration 6F: 3 clusters Score -185814.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -185942.125000 Penalty: 763.411072
	Iteration 7Q: 3 clusters Score -185942.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -186006.328125 Penalty: 763.411072
	Iteration 8Q: 3 clusters Score -186006.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -186047.265625 Penalty: 763.411072
	Iteration 9Q: 3 clusters Score -186047.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -186080.078125 Penalty: 763.411072
	Iteration 10Q: 3 clusters Score -186080.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -186106.343750 Penalty: 763.411072
	Iteration 11Q: 3 clusters Score -186106.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -186129.390625 Penalty: 763.411072
	Iteration 12Q: 3 clusters Score -186129.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -186152.765625 Penalty: 763.411072
	Iteration 13Q: 3 clusters Score -186152.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -186176.406250 Penalty: 763.411072
	Iteration 14Q: 3 clusters Score -186176.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186217.218750 Penalty: 763.411072
	Iteration 15Q: 3 clusters Score -186217.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -186257.984375 Penalty: 763.411072
	Iteration 16Q: 3 clusters Score -186258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186285.171875 Penalty: 763.411072
	Iteration 17Q: 3 clusters Score -186285.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -186306.156250 Penalty: 763.411072
	Iteration 18Q: 3 clusters Score -186306.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -186328.140625 Penalty: 763.411072
	Iteration 19Q: 3 clusters Score -186328.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -186348.750000 Penalty: 763.411072
	Iteration 20F: 3 clusters Score -186348.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186365.906250 Penalty: 763.411072
	Iteration 21Q: 3 clusters Score -186365.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -186381.343750 Penalty: 763.411072
	Iteration 22Q: 3 clusters Score -186381.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -186392.375000 Penalty: 763.411072
	Iteration 23Q: 3 clusters Score -186392.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -186400.437500 Penalty: 763.411072
	Iteration 24Q: 3 clusters Score -186400.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186411.171875 Penalty: 763.411072
	Iteration 25Q: 3 clusters Score -186411.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186420.468750 Penalty: 763.411072
	Iteration 26Q: 3 clusters Score -186420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186431.718750 Penalty: 763.411072
	Iteration 27Q: 3 clusters Score -186431.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186439.781250 Penalty: 763.411072
	Iteration 28Q: 3 clusters Score -186439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -186445.250000 Penalty: 763.411072
	Iteration 29Q: 3 clusters Score -186445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186450.281250 Penalty: 763.411072
	Iteration 30Q: 3 clusters Score -186450.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186453.625000 Penalty: 763.411072
	Iteration 31Q: 3 clusters Score -186453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -186457.843750 Penalty: 763.411072
	Iteration 32Q: 3 clusters Score -186457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186462.468750 Penalty: 763.411072
	Iteration 33Q: 3 clusters Score -186462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186463.906250 Penalty: 763.411072
	Iteration 34Q: 3 clusters Score -186463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186464.781250 Penalty: 763.411072
	Iteration 35Q: 3 clusters Score -186464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186465.265625 Penalty: 763.411072
	Iteration 36Q: 3 clusters Score -186465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -186466.140625 Penalty: 763.411072
	Iteration 37Q: 3 clusters Score -186466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -186467.671875 Penalty: 763.411072
	Iteration 38Q: 3 clusters Score -186467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186468.156250 Penalty: 763.411072
	Iteration 39Q: 3 clusters Score -186468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186469.437500 Penalty: 763.411072
	Iteration 40F: 3 clusters Score -186469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -186470.468750 Penalty: 763.411072
	Iteration 41Q: 3 clusters Score -186470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186470.906250 Penalty: 763.411072
	Iteration 42Q: 3 clusters Score -186470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186471.265625 Penalty: 763.411072
	Iteration 43Q: 3 clusters Score -186471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -186471.609375 Penalty: 763.411072
	Iteration 44Q: 3 clusters Score -186471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186471.453125 Penalty: 763.411072
	Iteration 45Q: 3 clusters Score -186471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -186471.671875 Penalty: 763.411072
	Iteration 46Q: 3 clusters Score -186471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -186471.671875 Penalty: 763.411072
	Iteration 47F: 3 clusters Score -186471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8178.247559 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8178.248 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 147 members 
Entering Unmasked Estep 
Score: -7855.933594 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7855.934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8002.804688 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -8002.805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8100.961914 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8100.962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8158.944336 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -8158.944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8183.679688 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -8183.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8196.950195 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8196.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8229.458984 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8229.459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8246.051758 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8246.052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8261.543945 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -8261.544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8263.941406 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -8263.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8267.069336 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -8267.069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8270.111328 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -8270.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8272.118164 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -8272.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8272.118164 Penalty: 509.456421
	Iteration 13F: 3 clusters Score -8272.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 57945 members 
Mstep: Class 4 contains 41873 members 
Mstep: Class 5 contains 17944 members 
Mstep: Class 6 contains 169412 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106651 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 19838 members 
Mstep: Class 12 contains 301208 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 50897 members 
Mstep: Class 15 contains 107315 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 121360 members 
Mstep: Class 18 contains 26910 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 39628 members 
Mstep: Class 22 contains 89 members 
Entering Unmasked Estep 
Score: -46947952.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46948564.000000 to -46947952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (57945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Entering Unmasked Estep 
Score: -2567442.250000 Penalty: 499.009857
	Iteration 0F: 2 clusters Score -2567442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2528456.000000 Penalty: 998.019714
	Iteration 0F: 3 clusters Score -2528456 nChanged 28176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2545457.000000 Penalty: 998.019714
	Iteration 1F: 3 clusters Score -2545457 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -2546095.500000 Penalty: 998.019714
	Iteration 2Q: 3 clusters Score -2546096 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -2546890.750000 Penalty: 998.019714
	Iteration 3Q: 3 clusters Score -2546891 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2547987.000000 Penalty: 998.019714
	Iteration 4Q: 3 clusters Score -2547987 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2549635.500000 Penalty: 998.019714
	Iteration 5Q: 3 clusters Score -2549636 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2552182.500000 Penalty: 998.019714
	Iteration 6F: 3 clusters Score -2552182 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2555369.250000 Penalty: 998.019714
	Iteration 7F: 3 clusters Score -2555369 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2558203.750000 Penalty: 998.019714
	Iteration 8F: 3 clusters Score -2558204 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2559819.750000 Penalty: 998.019714
	Iteration 9Q: 3 clusters Score -2559820 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2560806.000000 Penalty: 998.019714
	Iteration 10Q: 3 clusters Score -2560806 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2561622.250000 Penalty: 998.019714
	Iteration 11Q: 3 clusters Score -2561622 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2562379.500000 Penalty: 998.019714
	Iteration 12Q: 3 clusters Score -2562380 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2563139.250000 Penalty: 998.019714
	Iteration 13Q: 3 clusters Score -2563139 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2563870.500000 Penalty: 998.019714
	Iteration 14Q: 3 clusters Score -2563870 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2564599.000000 Penalty: 998.019714
	Iteration 15Q: 3 clusters Score -2564599 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2565282.750000 Penalty: 998.019714
	Iteration 16Q: 3 clusters Score -2565283 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2565863.000000 Penalty: 998.019714
	Iteration 17Q: 3 clusters Score -2565863 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2566315.500000 Penalty: 998.019714
	Iteration 18Q: 3 clusters Score -2566316 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2566565.750000 Penalty: 998.019714
	Iteration 19Q: 3 clusters Score -2566566 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2566778.500000 Penalty: 998.019714
	Iteration 20F: 3 clusters Score -2566778 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2566877.500000 Penalty: 998.019714
	Iteration 21Q: 3 clusters Score -2566878 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2566924.750000 Penalty: 998.019714
	Iteration 22Q: 3 clusters Score -2566925 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2566938.250000 Penalty: 998.019714
	Iteration 23Q: 3 clusters Score -2566938 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2566952.750000 Penalty: 998.019714
	Iteration 24Q: 3 clusters Score -2566953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2566954.250000 Penalty: 998.019714
	Iteration 25Q: 3 clusters Score -2566954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2566961.250000 Penalty: 998.019714
	Iteration 26Q: 3 clusters Score -2566961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2566957.000000 Penalty: 998.019714
	Iteration 27Q: 3 clusters Score -2566957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2566964.000000 Penalty: 998.019714
	Iteration 28Q: 3 clusters Score -2566964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2566962.250000 Penalty: 998.019714
	Iteration 29Q: 3 clusters Score -2566962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2566965.750000 Penalty: 998.019714
	Iteration 30Q: 3 clusters Score -2566966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2566962.750000 Penalty: 998.019714
	Iteration 31Q: 3 clusters Score -2566963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2566960.750000 Penalty: 998.019714
	Iteration 32Q: 3 clusters Score -2566961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2566961.500000 Penalty: 998.019714
	Iteration 33Q: 3 clusters Score -2566962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2566959.750000 Penalty: 998.019714
	Iteration 34Q: 3 clusters Score -2566960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2566958.750000 Penalty: 998.019714
	Iteration 35Q: 3 clusters Score -2566959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2566962.500000 Penalty: 998.019714
	Iteration 36Q: 3 clusters Score -2566962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2566964.750000 Penalty: 998.019714
	Iteration 37Q: 3 clusters Score -2566965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2566974.500000 Penalty: 998.019714
	Iteration 38Q: 3 clusters Score -2566974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2566972.000000 Penalty: 998.019714
	Iteration 39Q: 3 clusters Score -2566972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2566973.750000 Penalty: 998.019714
	Iteration 40F: 3 clusters Score -2566974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2566974.250000 Penalty: 998.019714
	Iteration 41Q: 3 clusters Score -2566974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2566973.500000 Penalty: 998.019714
	Iteration 42Q: 3 clusters Score -2566974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2566973.500000 Penalty: 998.019714
	Iteration 43Q: 3 clusters Score -2566974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2566974.250000 Penalty: 998.019714
	Iteration 44Q: 3 clusters Score -2566974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2566972.250000 Penalty: 998.019714
	Iteration 45Q: 3 clusters Score -2566972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2566971.750000 Penalty: 998.019714
	Iteration 46Q: 3 clusters Score -2566972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2566969.750000 Penalty: 998.019714
	Iteration 47Q: 3 clusters Score -2566970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2566971.000000 Penalty: 998.019714
	Iteration 48Q: 3 clusters Score -2566971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2566970.000000 Penalty: 998.019714
	Iteration 49Q: 3 clusters Score -2566970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2566970.000000 Penalty: 998.019714
	Iteration 50Q: 3 clusters Score -2566970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2566970.250000 Penalty: 998.019714
	Iteration 51Q: 3 clusters Score -2566970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2566970.250000 Penalty: 998.019714
	Iteration 52F: 3 clusters Score -2566970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Entering Unmasked Estep 
Score: -1936407.625000 Penalty: 484.229065
	Iteration 0F: 2 clusters Score -1936408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1908218.625000 Penalty: 968.458130
	Iteration 0F: 3 clusters Score -1908219 nChanged 20292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1920097.625000 Penalty: 968.458130
	Iteration 1F: 3 clusters Score -1920098 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1920630.000000 Penalty: 968.458130
	Iteration 2Q: 3 clusters Score -1920630 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1921565.375000 Penalty: 968.458130
	Iteration 3Q: 3 clusters Score -1921565 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1923182.875000 Penalty: 968.458130
	Iteration 4F: 3 clusters Score -1923183 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1925821.750000 Penalty: 968.458130
	Iteration 5F: 3 clusters Score -1925822 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1929033.750000 Penalty: 968.458130
	Iteration 6F: 3 clusters Score -1929034 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1932084.500000 Penalty: 968.458130
	Iteration 7F: 3 clusters Score -1932084 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1934254.750000 Penalty: 968.458130
	Iteration 8F: 3 clusters Score -1934255 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1935399.500000 Penalty: 968.458130
	Iteration 9Q: 3 clusters Score -1935400 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1935791.000000 Penalty: 968.458130
	Iteration 10Q: 3 clusters Score -1935791 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1935914.375000 Penalty: 968.458130
	Iteration 11Q: 3 clusters Score -1935914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1935951.875000 Penalty: 968.458130
	Iteration 12Q: 3 clusters Score -1935952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1935967.125000 Penalty: 968.458130
	Iteration 13Q: 3 clusters Score -1935967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1935969.250000 Penalty: 968.458130
	Iteration 14Q: 3 clusters Score -1935969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1935969.625000 Penalty: 968.458130
	Iteration 15Q: 3 clusters Score -1935970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1935973.000000 Penalty: 968.458130
	Iteration 16Q: 3 clusters Score -1935973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1935975.125000 Penalty: 968.458130
	Iteration 17Q: 3 clusters Score -1935975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1935975.125000 Penalty: 968.458130
	Iteration 18F: 3 clusters Score -1935975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -776614.000000 Penalty: 445.673035
	Iteration 0F: 2 clusters Score -776614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -764667.875000 Penalty: 891.346069
	Iteration 0F: 3 clusters Score -764667.9 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -769977.312500 Penalty: 891.346069
	Iteration 1F: 3 clusters Score -769977.3 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -770893.437500 Penalty: 891.346069
	Iteration 2F: 3 clusters Score -770893.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -772401.000000 Penalty: 891.346069
	Iteration 3F: 3 clusters Score -772401 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -774167.125000 Penalty: 891.346069
	Iteration 4F: 3 clusters Score -774167.1 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -775448.437500 Penalty: 891.346069
	Iteration 5F: 3 clusters Score -775448.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -775991.562500 Penalty: 891.346069
	Iteration 6Q: 3 clusters Score -775991.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -776152.750000 Penalty: 891.346069
	Iteration 7Q: 3 clusters Score -776152.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -776201.312500 Penalty: 891.346069
	Iteration 8Q: 3 clusters Score -776201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -776218.312500 Penalty: 891.346069
	Iteration 9Q: 3 clusters Score -776218.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -776229.187500 Penalty: 891.346069
	Iteration 10Q: 3 clusters Score -776229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -776237.875000 Penalty: 891.346069
	Iteration 11Q: 3 clusters Score -776237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -776240.875000 Penalty: 891.346069
	Iteration 12Q: 3 clusters Score -776240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -776243.125000 Penalty: 891.346069
	Iteration 13Q: 3 clusters Score -776243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -776244.812500 Penalty: 891.346069
	Iteration 14Q: 3 clusters Score -776244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -776248.062500 Penalty: 891.346069
	Iteration 15Q: 3 clusters Score -776248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -776248.062500 Penalty: 891.346069
	Iteration 16F: 3 clusters Score -776248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Entering Unmasked Estep 
Score: -7635390.500000 Penalty: 547.824036
	Iteration 0F: 2 clusters Score -7635390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -7520276.500000 Penalty: 1095.648071
	Iteration 0F: 3 clusters Score -7520276 nChanged 83183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -7571894.500000 Penalty: 1095.648071
	Iteration 1F: 3 clusters Score -7571894 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -7574479.000000 Penalty: 1095.648071
	Iteration 2Q: 3 clusters Score -7574479 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7579079.000000 Penalty: 1095.648071
	Iteration 3F: 3 clusters Score -7579079 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -7587568.500000 Penalty: 1095.648071
	Iteration 4F: 3 clusters Score -7587568 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -7600601.500000 Penalty: 1095.648071
	Iteration 5F: 3 clusters Score -7600602 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150830 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -7615835.500000 Penalty: 1095.648071
	Iteration 6F: 3 clusters Score -7615836 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7627144.500000 Penalty: 1095.648071
	Iteration 7F: 3 clusters Score -7627144 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7632519.000000 Penalty: 1095.648071
	Iteration 8Q: 3 clusters Score -7632519 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7634305.000000 Penalty: 1095.648071
	Iteration 9Q: 3 clusters Score -7634305 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7634731.000000 Penalty: 1095.648071
	Iteration 10Q: 3 clusters Score -7634731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7634840.500000 Penalty: 1095.648071
	Iteration 11Q: 3 clusters Score -7634840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7634905.500000 Penalty: 1095.648071
	Iteration 12Q: 3 clusters Score -7634906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7634913.000000 Penalty: 1095.648071
	Iteration 13Q: 3 clusters Score -7634913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7634920.500000 Penalty: 1095.648071
	Iteration 14Q: 3 clusters Score -7634920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7634927.000000 Penalty: 1095.648071
	Iteration 15Q: 3 clusters Score -7634927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7634936.000000 Penalty: 1095.648071
	Iteration 16Q: 3 clusters Score -7634936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7634938.000000 Penalty: 1095.648071
	Iteration 17Q: 3 clusters Score -7634938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7634935.000000 Penalty: 1095.648071
	Iteration 18Q: 3 clusters Score -7634935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7634935.000000 Penalty: 1095.648071
	Iteration 19F: 3 clusters Score -7634935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1134769.875000 Penalty: 462.490234
	Iteration 0F: 2 clusters Score -1134770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1117380.250000 Penalty: 924.980469
	Iteration 0F: 3 clusters Score -1117380 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1124635.875000 Penalty: 924.980469
	Iteration 1F: 3 clusters Score -1124636 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1124815.500000 Penalty: 924.980469
	Iteration 2Q: 3 clusters Score -1124816 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1124998.750000 Penalty: 924.980469
	Iteration 3Q: 3 clusters Score -1124999 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1125176.375000 Penalty: 924.980469
	Iteration 4Q: 3 clusters Score -1125176 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1125424.375000 Penalty: 924.980469
	Iteration 5Q: 3 clusters Score -1125424 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1125777.125000 Penalty: 924.980469
	Iteration 6Q: 3 clusters Score -1125777 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1126334.750000 Penalty: 924.980469
	Iteration 7Q: 3 clusters Score -1126335 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1127138.750000 Penalty: 924.980469
	Iteration 8F: 3 clusters Score -1127139 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1128245.875000 Penalty: 924.980469
	Iteration 9F: 3 clusters Score -1128246 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1129580.875000 Penalty: 924.980469
	Iteration 10F: 3 clusters Score -1129581 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1130697.625000 Penalty: 924.980469
	Iteration 11F: 3 clusters Score -1130698 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1131433.625000 Penalty: 924.980469
	Iteration 12Q: 3 clusters Score -1131434 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1131906.125000 Penalty: 924.980469
	Iteration 13Q: 3 clusters Score -1131906 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1132245.625000 Penalty: 924.980469
	Iteration 14Q: 3 clusters Score -1132246 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1132546.250000 Penalty: 924.980469
	Iteration 15Q: 3 clusters Score -1132546 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1132810.625000 Penalty: 924.980469
	Iteration 16Q: 3 clusters Score -1132811 nChanged 437
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: -1133082.000000 Penalty: 924.980469
	Iteration 17Q: 3 clusters Score -1133082 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1133363.375000 Penalty: 924.980469
	Iteration 18Q: 3 clusters Score -1133363 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1133619.250000 Penalty: 924.980469
	Iteration 19Q: 3 clusters Score -1133619 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1133817.000000 Penalty: 924.980469
	Iteration 20F: 3 clusters Score -1133817 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1133960.625000 Penalty: 924.980469
	Iteration 21Q: 3 clusters Score -1133961 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1134075.750000 Penalty: 924.980469
	Iteration 22Q: 3 clusters Score -1134076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1134154.875000 Penalty: 924.980469
	Iteration 23Q: 3 clusters Score -1134155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1134227.000000 Penalty: 924.980469
	Iteration 24Q: 3 clusters Score -1134227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1134280.875000 Penalty: 924.980469
	Iteration 25Q: 3 clusters Score -1134281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1134312.000000 Penalty: 924.980469
	Iteration 26Q: 3 clusters Score -1134312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1134334.500000 Penalty: 924.980469
	Iteration 27Q: 3 clusters Score -1134334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1134345.750000 Penalty: 924.980469
	Iteration 28Q: 3 clusters Score -1134346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1134350.250000 Penalty: 924.980469
	Iteration 29Q: 3 clusters Score -1134350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1134349.875000 Penalty: 924.980469
	Iteration 30Q: 3 clusters Score -1134350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1134349.875000 Penalty: 924.980469
	Iteration 31F: 3 clusters Score -1134350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -40770.363281 Penalty: 319.174042
	Iteration 0F: 2 clusters Score -40770.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -39860.742188 Penalty: 638.348083
	Iteration 0F: 3 clusters Score -39860.74 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40246.863281 Penalty: 638.348083
	Iteration 1F: 3 clusters Score -40246.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40351.781250 Penalty: 638.348083
	Iteration 2F: 3 clusters Score -40351.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40392.460938 Penalty: 638.348083
	Iteration 3F: 3 clusters Score -40392.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40419.117188 Penalty: 638.348083
	Iteration 4Q: 3 clusters Score -40419.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40434.847656 Penalty: 638.348083
	Iteration 5Q: 3 clusters Score -40434.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40452.179688 Penalty: 638.348083
	Iteration 6Q: 3 clusters Score -40452.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40462.175781 Penalty: 638.348083
	Iteration 7Q: 3 clusters Score -40462.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40468.195312 Penalty: 638.348083
	Iteration 8Q: 3 clusters Score -40468.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40475.218750 Penalty: 638.348083
	Iteration 9Q: 3 clusters Score -40475.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40478.121094 Penalty: 638.348083
	Iteration 10Q: 3 clusters Score -40478.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40482.250000 Penalty: 638.348083
	Iteration 11Q: 3 clusters Score -40482.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -40486.773438 Penalty: 638.348083
	Iteration 12Q: 3 clusters Score -40486.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -40491.250000 Penalty: 638.348083
	Iteration 13Q: 3 clusters Score -40491.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40495.265625 Penalty: 638.348083
	Iteration 14Q: 3 clusters Score -40495.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40498.093750 Penalty: 638.348083
	Iteration 15Q: 3 clusters Score -40498.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40500.937500 Penalty: 638.348083
	Iteration 16Q: 3 clusters Score -40500.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -40503.500000 Penalty: 638.348083
	Iteration 17Q: 3 clusters Score -40503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40506.312500 Penalty: 638.348083
	Iteration 18Q: 3 clusters Score -40506.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40507.550781 Penalty: 638.348083
	Iteration 19Q: 3 clusters Score -40507.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -40509.375000 Penalty: 638.348083
	Iteration 20F: 3 clusters Score -40509.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40510.292969 Penalty: 638.348083
	Iteration 21Q: 3 clusters Score -40510.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40511.585938 Penalty: 638.348083
	Iteration 22Q: 3 clusters Score -40511.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40512.273438 Penalty: 638.348083
	Iteration 23Q: 3 clusters Score -40512.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -40512.437500 Penalty: 638.348083
	Iteration 24Q: 3 clusters Score -40512.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -40513.742188 Penalty: 638.348083
	Iteration 25Q: 3 clusters Score -40513.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -40515.769531 Penalty: 638.348083
	Iteration 26Q: 3 clusters Score -40515.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -40517.445312 Penalty: 638.348083
	Iteration 27Q: 3 clusters Score -40517.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -40521.140625 Penalty: 638.348083
	Iteration 28Q: 3 clusters Score -40521.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -40522.042969 Penalty: 638.348083
	Iteration 29Q: 3 clusters Score -40522.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -40522.042969 Penalty: 638.348083
	Iteration 30F: 3 clusters Score -40522.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (106651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Entering Unmasked Estep 
Score: -4730298.500000 Penalty: 526.767944
	Iteration 0F: 2 clusters Score -4730298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -4658425.500000 Penalty: 1053.535889
	Iteration 0F: 3 clusters Score -4658426 nChanged 51829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -4689474.000000 Penalty: 1053.535889
	Iteration 1F: 3 clusters Score -4689474 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -4690321.500000 Penalty: 1053.535889
	Iteration 2Q: 3 clusters Score -4690322 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -4691637.000000 Penalty: 1053.535889
	Iteration 3Q: 3 clusters Score -4691637 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -4693768.000000 Penalty: 1053.535889
	Iteration 4Q: 3 clusters Score -4693768 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -4697348.000000 Penalty: 1053.535889
	Iteration 5F: 3 clusters Score -4697348 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -4702638.500000 Penalty: 1053.535889
	Iteration 6F: 3 clusters Score -4702638 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -4708450.000000 Penalty: 1053.535889
	Iteration 7F: 3 clusters Score -4708450 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -4711762.000000 Penalty: 1053.535889
	Iteration 8F: 3 clusters Score -4711762 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -4713174.500000 Penalty: 1053.535889
	Iteration 9Q: 3 clusters Score -4713174 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -4714419.500000 Penalty: 1053.535889
	Iteration 10Q: 3 clusters Score -4714420 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -4715967.000000 Penalty: 1053.535889
	Iteration 11Q: 3 clusters Score -4715967 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -4718108.500000 Penalty: 1053.535889
	Iteration 12Q: 3 clusters Score -4718108 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -4720830.000000 Penalty: 1053.535889
	Iteration 13Q: 3 clusters Score -4720830 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -4723870.000000 Penalty: 1053.535889
	Iteration 14Q: 3 clusters Score -4723870 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -4726421.000000 Penalty: 1053.535889
	Iteration 15Q: 3 clusters Score -4726421 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -4728057.000000 Penalty: 1053.535889
	Iteration 16Q: 3 clusters Score -4728057 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -4728931.000000 Penalty: 1053.535889
	Iteration 17Q: 3 clusters Score -4728931 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -4729396.000000 Penalty: 1053.535889
	Iteration 18Q: 3 clusters Score -4729396 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -4729644.500000 Penalty: 1053.535889
	Iteration 19Q: 3 clusters Score -4729644 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -4729827.000000 Penalty: 1053.535889
	Iteration 20F: 3 clusters Score -4729827 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -4729914.500000 Penalty: 1053.535889
	Iteration 21Q: 3 clusters Score -4729914 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -4729951.500000 Penalty: 1053.535889
	Iteration 22Q: 3 clusters Score -4729952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -4729966.000000 Penalty: 1053.535889
	Iteration 23Q: 3 clusters Score -4729966 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -4729968.500000 Penalty: 1053.535889
	Iteration 24Q: 3 clusters Score -4729968 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -4729979.000000 Penalty: 1053.535889
	Iteration 25Q: 3 clusters Score -4729979 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -4729989.500000 Penalty: 1053.535889
	Iteration 26Q: 3 clusters Score -4729990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -4729986.000000 Penalty: 1053.535889
	Iteration 27Q: 3 clusters Score -4729986 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -4729989.500000 Penalty: 1053.535889
	Iteration 28Q: 3 clusters Score -4729990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -4730002.500000 Penalty: 1053.535889
	Iteration 29Q: 3 clusters Score -4730002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -4729997.000000 Penalty: 1053.535889
	Iteration 30Q: 3 clusters Score -4729997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -4729989.500000 Penalty: 1053.535889
	Iteration 31Q: 3 clusters Score -4729990 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -4729995.000000 Penalty: 1053.535889
	Iteration 32Q: 3 clusters Score -4729995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -4729996.000000 Penalty: 1053.535889
	Iteration 33Q: 3 clusters Score -4729996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -4730002.000000 Penalty: 1053.535889
	Iteration 34Q: 3 clusters Score -4730002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -4729995.000000 Penalty: 1053.535889
	Iteration 35Q: 3 clusters Score -4729995 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -4730001.000000 Penalty: 1053.535889
	Iteration 36Q: 3 clusters Score -4730001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -4729998.000000 Penalty: 1053.535889
	Iteration 37Q: 3 clusters Score -4729998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -4729988.000000 Penalty: 1053.535889
	Iteration 38Q: 3 clusters Score -4729988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -4729988.000000 Penalty: 1053.535889
	Iteration 39Q: 3 clusters Score -4729988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -4730006.500000 Penalty: 1053.535889
	Iteration 40F: 3 clusters Score -4730006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -4730019.000000 Penalty: 1053.535889
	Iteration 41Q: 3 clusters Score -4730019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -4730006.500000 Penalty: 1053.535889
	Iteration 42Q: 3 clusters Score -4730006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -4730003.500000 Penalty: 1053.535889
	Iteration 43Q: 3 clusters Score -4730004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -4730004.000000 Penalty: 1053.535889
	Iteration 44Q: 3 clusters Score -4730004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -4730019.500000 Penalty: 1053.535889
	Iteration 45Q: 3 clusters Score -4730020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4730002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4730006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -4730015.000000 Penalty: 1053.535889
	Iteration 48Q: 3 clusters Score -4730015 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4730013.000000 Penalty: 1053.535889
	Iteration 49Q: 3 clusters Score -4730013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -4730033.000000 Penalty: 1053.535889
	Iteration 50Q: 3 clusters Score -4730033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -4730046.500000 Penalty: 1053.535889
	Iteration 51Q: 3 clusters Score -4730046 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -4730035.000000 Penalty: 1053.535889
	Iteration 52Q: 3 clusters Score -4730035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -4730033.000000 Penalty: 1053.535889
	Iteration 53Q: 3 clusters Score -4730033 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -4730049.500000 Penalty: 1053.535889
	Iteration 54Q: 3 clusters Score -4730050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -4730037.000000 Penalty: 1053.535889
	Iteration 55Q: 3 clusters Score -4730037 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -4730028.500000 Penalty: 1053.535889
	Iteration 56Q: 3 clusters Score -4730028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -4730036.500000 Penalty: 1053.535889
	Iteration 57Q: 3 clusters Score -4730036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -4730037.000000 Penalty: 1053.535889
	Iteration 58Q: 3 clusters Score -4730037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -4730032.000000 Penalty: 1053.535889
	Iteration 59Q: 3 clusters Score -4730032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -4730031.000000 Penalty: 1053.535889
	Iteration 60F: 3 clusters Score -4730031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -4730047.000000 Penalty: 1053.535889
	Iteration 61Q: 3 clusters Score -4730047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -4730041.000000 Penalty: 1053.535889
	Iteration 62Q: 3 clusters Score -4730041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -4730029.500000 Penalty: 1053.535889
	Iteration 63Q: 3 clusters Score -4730030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4730030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -4730028.500000 Penalty: 1053.535889
	Iteration 65Q: 3 clusters Score -4730028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -4730027.000000 Penalty: 1053.535889
	Iteration 66Q: 3 clusters Score -4730027 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -4730032.500000 Penalty: 1053.535889
	Iteration 67Q: 3 clusters Score -4730032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4730034.000000 Penalty: 1053.535889
	Iteration 68Q: 3 clusters Score -4730034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4730036.000000 Penalty: 1053.535889
	Iteration 69Q: 3 clusters Score -4730036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -4730039.000000 Penalty: 1053.535889
	Iteration 70Q: 3 clusters Score -4730039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4730036.000000 Penalty: 1053.535889
	Iteration 71Q: 3 clusters Score -4730036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4730036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -4730039.500000 Penalty: 1053.535889
	Iteration 73Q: 3 clusters Score -4730040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -4730036.500000 Penalty: 1053.535889
	Iteration 74Q: 3 clusters Score -4730036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -4730041.000000 Penalty: 1053.535889
	Iteration 75Q: 3 clusters Score -4730041 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -4730030.500000 Penalty: 1053.535889
	Iteration 76Q: 3 clusters Score -4730030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -4730052.500000 Penalty: 1053.535889
	Iteration 77Q: 3 clusters Score -4730052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4730035.000000 Penalty: 1053.535889
	Iteration 78Q: 3 clusters Score -4730035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -4730044.000000 Penalty: 1053.535889
	Iteration 79Q: 3 clusters Score -4730044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -4730024.000000 Penalty: 1053.535889
	Iteration 80F: 3 clusters Score -4730024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4730024.500000 Penalty: 1053.535889
	Iteration 81Q: 3 clusters Score -4730024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -4730025.500000 Penalty: 1053.535889
	Iteration 82Q: 3 clusters Score -4730026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4730023.500000 Penalty: 1053.535889
	Iteration 83Q: 3 clusters Score -4730024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4730029.000000 Penalty: 1053.535889
	Iteration 84Q: 3 clusters Score -4730029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -4730035.500000 Penalty: 1053.535889
	Iteration 85Q: 3 clusters Score -4730036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -4730019.000000 Penalty: 1053.535889
	Iteration 86Q: 3 clusters Score -4730019 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4730019 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4730015.500000 Penalty: 1053.535889
	Iteration 88Q: 3 clusters Score -4730016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4730030.000000 Penalty: 1053.535889
	Iteration 89Q: 3 clusters Score -4730030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -4730015.000000 Penalty: 1053.535889
	Iteration 90Q: 3 clusters Score -4730015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -4730011.500000 Penalty: 1053.535889
	Iteration 91Q: 3 clusters Score -4730012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4730016.500000 Penalty: 1053.535889
	Iteration 92Q: 3 clusters Score -4730016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -4730014.500000 Penalty: 1053.535889
	Iteration 93Q: 3 clusters Score -4730014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4730002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4730007.000000 Penalty: 1053.535889
	Iteration 95Q: 3 clusters Score -4730007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4730014.500000 Penalty: 1053.535889
	Iteration 96Q: 3 clusters Score -4730014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4730016.000000 Penalty: 1053.535889
	Iteration 97Q: 3 clusters Score -4730016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -4730019.000000 Penalty: 1053.535889
	Iteration 98Q: 3 clusters Score -4730019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4730017.500000 Penalty: 1053.535889
	Iteration 99Q: 3 clusters Score -4730018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4730023.000000 Penalty: 1053.535889
	Iteration 100F: 3 clusters Score -4730023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4730017.500000 Penalty: 1053.535889
	Iteration 101Q: 3 clusters Score -4730018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -4730012.000000 Penalty: 1053.535889
	Iteration 102Q: 3 clusters Score -4730012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -4730006.500000 Penalty: 1053.535889
	Iteration 103Q: 3 clusters Score -4730006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4730012.000000 Penalty: 1053.535889
	Iteration 104Q: 3 clusters Score -4730012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4730003.500000 Penalty: 1053.535889
	Iteration 105Q: 3 clusters Score -4730004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4730000.000000 Penalty: 1053.535889
	Iteration 106Q: 3 clusters Score -4730000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4730007.500000 Penalty: 1053.535889
	Iteration 107Q: 3 clusters Score -4730008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4729998.500000 Penalty: 1053.535889
	Iteration 108Q: 3 clusters Score -4729998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4729998.500000 Penalty: 1053.535889
	Iteration 109Q: 3 clusters Score -4729998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4730006.500000 Penalty: 1053.535889
	Iteration 110Q: 3 clusters Score -4730006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4730015.500000 Penalty: 1053.535889
	Iteration 111Q: 3 clusters Score -4730016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -4730006.000000 Penalty: 1053.535889
	Iteration 112Q: 3 clusters Score -4730006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4730007.500000 Penalty: 1053.535889
	Iteration 113Q: 3 clusters Score -4730008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4729996.000000 Penalty: 1053.535889
	Iteration 114Q: 3 clusters Score -4729996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4730005.500000 Penalty: 1053.535889
	Iteration 115Q: 3 clusters Score -4730006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4730002.000000 Penalty: 1053.535889
	Iteration 116Q: 3 clusters Score -4730002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4730005.000000 Penalty: 1053.535889
	Iteration 117Q: 3 clusters Score -4730005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -4730003.500000 Penalty: 1053.535889
	Iteration 118Q: 3 clusters Score -4730004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -4729994.500000 Penalty: 1053.535889
	Iteration 119Q: 3 clusters Score -4729994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4730008.000000 Penalty: 1053.535889
	Iteration 120F: 3 clusters Score -4730008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4729997.500000 Penalty: 1053.535889
	Iteration 121Q: 3 clusters Score -4729998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4730001.500000 Penalty: 1053.535889
	Iteration 122Q: 3 clusters Score -4730002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -4729993.500000 Penalty: 1053.535889
	Iteration 123Q: 3 clusters Score -4729994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4729992.500000 Penalty: 1053.535889
	Iteration 124Q: 3 clusters Score -4729992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -4729988.000000 Penalty: 1053.535889
	Iteration 125Q: 3 clusters Score -4729988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4729988.500000 Penalty: 1053.535889
	Iteration 126Q: 3 clusters Score -4729988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4729986.500000 Penalty: 1053.535889
	Iteration 127Q: 3 clusters Score -4729986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4729983.500000 Penalty: 1053.535889
	Iteration 128Q: 3 clusters Score -4729984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4729987.000000 Penalty: 1053.535889
	Iteration 129Q: 3 clusters Score -4729987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4729981.500000 Penalty: 1053.535889
	Iteration 130Q: 3 clusters Score -4729982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -4729984.500000 Penalty: 1053.535889
	Iteration 131Q: 3 clusters Score -4729984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4729982.500000 Penalty: 1053.535889
	Iteration 132Q: 3 clusters Score -4729982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4729980.500000 Penalty: 1053.535889
	Iteration 133Q: 3 clusters Score -4729980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4729979.000000 Penalty: 1053.535889
	Iteration 134Q: 3 clusters Score -4729979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4729987.000000 Penalty: 1053.535889
	Iteration 135Q: 3 clusters Score -4729987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4729983.000000 Penalty: 1053.535889
	Iteration 136Q: 3 clusters Score -4729983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4729976.500000 Penalty: 1053.535889
	Iteration 137Q: 3 clusters Score -4729976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -4729983.500000 Penalty: 1053.535889
	Iteration 138Q: 3 clusters Score -4729984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4729982.000000 Penalty: 1053.535889
	Iteration 139Q: 3 clusters Score -4729982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4729982.500000 Penalty: 1053.535889
	Iteration 140F: 3 clusters Score -4729982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -4729982.500000 Penalty: 1053.535889
	Iteration 141Q: 3 clusters Score -4729982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4729983.000000 Penalty: 1053.535889
	Iteration 142Q: 3 clusters Score -4729983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4729980.000000 Penalty: 1053.535889
	Iteration 143Q: 3 clusters Score -4729980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4729979.000000 Penalty: 1053.535889
	Iteration 144Q: 3 clusters Score -4729979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4729986.000000 Penalty: 1053.535889
	Iteration 145Q: 3 clusters Score -4729986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -4729980.000000 Penalty: 1053.535889
	Iteration 146Q: 3 clusters Score -4729980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4729987.500000 Penalty: 1053.535889
	Iteration 147Q: 3 clusters Score -4729988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4729984.500000 Penalty: 1053.535889
	Iteration 148Q: 3 clusters Score -4729984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4729987.500000 Penalty: 1053.535889
	Iteration 149Q: 3 clusters Score -4729988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4729984.000000 Penalty: 1053.535889
	Iteration 150Q: 3 clusters Score -4729984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4729978.000000 Penalty: 1053.535889
	Iteration 151Q: 3 clusters Score -4729978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4729982.500000 Penalty: 1053.535889
	Iteration 152Q: 3 clusters Score -4729982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4729983.000000 Penalty: 1053.535889
	Iteration 153Q: 3 clusters Score -4729983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4729980.000000 Penalty: 1053.535889
	Iteration 154Q: 3 clusters Score -4729980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4729980.500000 Penalty: 1053.535889
	Iteration 155Q: 3 clusters Score -4729980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4729973.000000 Penalty: 1053.535889
	Iteration 156Q: 3 clusters Score -4729973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4729977.500000 Penalty: 1053.535889
	Iteration 157Q: 3 clusters Score -4729978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4729977.500000 Penalty: 1053.535889
	Iteration 158Q: 3 clusters Score -4729978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -4729978.500000 Penalty: 1053.535889
	Iteration 159Q: 3 clusters Score -4729978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -4729970.000000 Penalty: 1053.535889
	Iteration 160F: 3 clusters Score -4729970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -4729966.500000 Penalty: 1053.535889
	Iteration 161Q: 3 clusters Score -4729966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4729964.500000 Penalty: 1053.535889
	Iteration 162Q: 3 clusters Score -4729964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4729964.000000 Penalty: 1053.535889
	Iteration 163Q: 3 clusters Score -4729964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4729962.000000 Penalty: 1053.535889
	Iteration 164Q: 3 clusters Score -4729962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4729966.500000 Penalty: 1053.535889
	Iteration 165Q: 3 clusters Score -4729966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4729966.000000 Penalty: 1053.535889
	Iteration 166Q: 3 clusters Score -4729966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4729968.000000 Penalty: 1053.535889
	Iteration 167Q: 3 clusters Score -4729968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4729971.000000 Penalty: 1053.535889
	Iteration 168Q: 3 clusters Score -4729971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4729967.000000 Penalty: 1053.535889
	Iteration 169Q: 3 clusters Score -4729967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -4729967.500000 Penalty: 1053.535889
	Iteration 170Q: 3 clusters Score -4729968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -4729967.500000 Penalty: 1053.535889
	Iteration 171F: 3 clusters Score -4729968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Entering Unmasked Estep 
Score: -410946.500000 Penalty: 416.851471
	Iteration 0F: 2 clusters Score -410946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -404540.750000 Penalty: 833.702942
	Iteration 0F: 3 clusters Score -404540.8 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -407015.125000 Penalty: 833.702942
	Iteration 1F: 3 clusters Score -407015.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -407244.031250 Penalty: 833.702942
	Iteration 2F: 3 clusters Score -407244 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -407565.125000 Penalty: 833.702942
	Iteration 3F: 3 clusters Score -407565.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -407999.750000 Penalty: 833.702942
	Iteration 4F: 3 clusters Score -407999.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -408536.343750 Penalty: 833.702942
	Iteration 5F: 3 clusters Score -408536.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -409172.531250 Penalty: 833.702942
	Iteration 6F: 3 clusters Score -409172.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -409733.906250 Penalty: 833.702942
	Iteration 7F: 3 clusters Score -409733.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -410104.718750 Penalty: 833.702942
	Iteration 8Q: 3 clusters Score -410104.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -410310.906250 Penalty: 833.702942
	Iteration 9Q: 3 clusters Score -410310.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -410436.593750 Penalty: 833.702942
	Iteration 10Q: 3 clusters Score -410436.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -410501.781250 Penalty: 833.702942
	Iteration 11Q: 3 clusters Score -410501.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -410540.531250 Penalty: 833.702942
	Iteration 12Q: 3 clusters Score -410540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -410564.218750 Penalty: 833.702942
	Iteration 13Q: 3 clusters Score -410564.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -410575.437500 Penalty: 833.702942
	Iteration 14Q: 3 clusters Score -410575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -410579.281250 Penalty: 833.702942
	Iteration 15Q: 3 clusters Score -410579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -410581.000000 Penalty: 833.702942
	Iteration 16Q: 3 clusters Score -410581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -410582.718750 Penalty: 833.702942
	Iteration 17Q: 3 clusters Score -410582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -410584.687500 Penalty: 833.702942
	Iteration 18Q: 3 clusters Score -410584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -410585.500000 Penalty: 833.702942
	Iteration 19Q: 3 clusters Score -410585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -410590.218750 Penalty: 833.702942
	Iteration 20F: 3 clusters Score -410590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -410591.218750 Penalty: 833.702942
	Iteration 21Q: 3 clusters Score -410591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -410592.031250 Penalty: 833.702942
	Iteration 22Q: 3 clusters Score -410592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -410592.031250 Penalty: 833.702942
	Iteration 23F: 3 clusters Score -410592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Entering Unmasked Estep 
Score: -848453.125000 Penalty: 450.238617
	Iteration 0F: 2 clusters Score -848453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -835199.250000 Penalty: 900.477234
	Iteration 0F: 3 clusters Score -835199.2 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -840735.125000 Penalty: 900.477234
	Iteration 1F: 3 clusters Score -840735.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -841087.312500 Penalty: 900.477234
	Iteration 2Q: 3 clusters Score -841087.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -841638.125000 Penalty: 900.477234
	Iteration 3Q: 3 clusters Score -841638.1 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -842553.500000 Penalty: 900.477234
	Iteration 4F: 3 clusters Score -842553.5 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -843832.562500 Penalty: 900.477234
	Iteration 5F: 3 clusters Score -843832.6 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -845075.750000 Penalty: 900.477234
	Iteration 6F: 3 clusters Score -845075.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -845912.875000 Penalty: 900.477234
	Iteration 7F: 3 clusters Score -845912.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -846375.187500 Penalty: 900.477234
	Iteration 8Q: 3 clusters Score -846375.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -846698.625000 Penalty: 900.477234
	Iteration 9Q: 3 clusters Score -846698.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -847021.312500 Penalty: 900.477234
	Iteration 10Q: 3 clusters Score -847021.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -847298.187500 Penalty: 900.477234
	Iteration 11Q: 3 clusters Score -847298.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -847550.125000 Penalty: 900.477234
	Iteration 12Q: 3 clusters Score -847550.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -847757.500000 Penalty: 900.477234
	Iteration 13Q: 3 clusters Score -847757.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -847919.375000 Penalty: 900.477234
	Iteration 14Q: 3 clusters Score -847919.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -848030.687500 Penalty: 900.477234
	Iteration 15Q: 3 clusters Score -848030.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -848095.000000 Penalty: 900.477234
	Iteration 16Q: 3 clusters Score -848095 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -848134.375000 Penalty: 900.477234
	Iteration 17Q: 3 clusters Score -848134.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -848160.187500 Penalty: 900.477234
	Iteration 18Q: 3 clusters Score -848160.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -848186.562500 Penalty: 900.477234
	Iteration 19Q: 3 clusters Score -848186.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -848200.625000 Penalty: 900.477234
	Iteration 20F: 3 clusters Score -848200.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -848214.125000 Penalty: 900.477234
	Iteration 21Q: 3 clusters Score -848214.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -848229.625000 Penalty: 900.477234
	Iteration 22Q: 3 clusters Score -848229.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -848239.375000 Penalty: 900.477234
	Iteration 23Q: 3 clusters Score -848239.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -848249.750000 Penalty: 900.477234
	Iteration 24Q: 3 clusters Score -848249.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -848262.062500 Penalty: 900.477234
	Iteration 25Q: 3 clusters Score -848262.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -848273.750000 Penalty: 900.477234
	Iteration 26Q: 3 clusters Score -848273.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -848283.125000 Penalty: 900.477234
	Iteration 27Q: 3 clusters Score -848283.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -848294.812500 Penalty: 900.477234
	Iteration 28Q: 3 clusters Score -848294.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -848303.062500 Penalty: 900.477234
	Iteration 29Q: 3 clusters Score -848303.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -848307.875000 Penalty: 900.477234
	Iteration 30Q: 3 clusters Score -848307.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -848314.187500 Penalty: 900.477234
	Iteration 31Q: 3 clusters Score -848314.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -848320.250000 Penalty: 900.477234
	Iteration 32Q: 3 clusters Score -848320.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -848326.250000 Penalty: 900.477234
	Iteration 33Q: 3 clusters Score -848326.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -848334.812500 Penalty: 900.477234
	Iteration 34Q: 3 clusters Score -848334.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -848343.062500 Penalty: 900.477234
	Iteration 35Q: 3 clusters Score -848343.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -848349.750000 Penalty: 900.477234
	Iteration 36Q: 3 clusters Score -848349.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -848356.375000 Penalty: 900.477234
	Iteration 37Q: 3 clusters Score -848356.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -848362.937500 Penalty: 900.477234
	Iteration 38Q: 3 clusters Score -848362.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -848367.500000 Penalty: 900.477234
	Iteration 39Q: 3 clusters Score -848367.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -848375.375000 Penalty: 900.477234
	Iteration 40F: 3 clusters Score -848375.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -848380.125000 Penalty: 900.477234
	Iteration 41Q: 3 clusters Score -848380.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -848383.562500 Penalty: 900.477234
	Iteration 42Q: 3 clusters Score -848383.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -848391.500000 Penalty: 900.477234
	Iteration 43Q: 3 clusters Score -848391.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -848399.437500 Penalty: 900.477234
	Iteration 44Q: 3 clusters Score -848399.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -848400.125000 Penalty: 900.477234
	Iteration 45Q: 3 clusters Score -848400.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -848402.375000 Penalty: 900.477234
	Iteration 46Q: 3 clusters Score -848402.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -848403.875000 Penalty: 900.477234
	Iteration 47Q: 3 clusters Score -848403.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -848403.625000 Penalty: 900.477234
	Iteration 48Q: 3 clusters Score -848403.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -848407.500000 Penalty: 900.477234
	Iteration 49Q: 3 clusters Score -848407.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -848407.437500 Penalty: 900.477234
	Iteration 50Q: 3 clusters Score -848407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -848408.250000 Penalty: 900.477234
	Iteration 51Q: 3 clusters Score -848408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -848408.687500 Penalty: 900.477234
	Iteration 52Q: 3 clusters Score -848408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -848411.500000 Penalty: 900.477234
	Iteration 53Q: 3 clusters Score -848411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -848412.500000 Penalty: 900.477234
	Iteration 54Q: 3 clusters Score -848412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -848411.812500 Penalty: 900.477234
	Iteration 55Q: 3 clusters Score -848411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -848412.437500 Penalty: 900.477234
	Iteration 56Q: 3 clusters Score -848412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -848412.562500 Penalty: 900.477234
	Iteration 57Q: 3 clusters Score -848412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -848413.750000 Penalty: 900.477234
	Iteration 58Q: 3 clusters Score -848413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -848413.750000 Penalty: 900.477234
	Iteration 59F: 3 clusters Score -848413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (301208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301208 members 
Entering Unmasked Estep 
Score: -13402064.000000 Penalty: 574.007812
	Iteration 0F: 2 clusters Score -1.340206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 150524 members 
Entering Unmasked Estep 
Score: -13201619.000000 Penalty: 1148.015625
	Iteration 0F: 3 clusters Score -1.320162e+07 nChanged 148641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174185 members 
Mstep: Class 2 contains 127023 members 
Entering Unmasked Estep 
Score: -13300912.000000 Penalty: 1148.015625
	Iteration 1F: 3 clusters Score -1.330091e+07 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185053 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -13306899.000000 Penalty: 1148.015625
	Iteration 2F: 3 clusters Score -1.33069e+07 nChanged 17131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198800 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -13314563.000000 Penalty: 1148.015625
	Iteration 3F: 3 clusters Score -1.331456e+07 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215981 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -13325770.000000 Penalty: 1148.015625
	Iteration 4F: 3 clusters Score -1.332577e+07 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236569 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -13341589.000000 Penalty: 1148.015625
	Iteration 5F: 3 clusters Score -1.334159e+07 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258737 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -13361404.000000 Penalty: 1148.015625
	Iteration 6F: 3 clusters Score -1.33614e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278323 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -13380650.000000 Penalty: 1148.015625
	Iteration 7F: 3 clusters Score -1.338065e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292065 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -13393752.000000 Penalty: 1148.015625
	Iteration 8Q: 3 clusters Score -1.339375e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298513 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -13399361.000000 Penalty: 1148.015625
	Iteration 9Q: 3 clusters Score -1.339936e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300379 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13400943.000000 Penalty: 1148.015625
	Iteration 10Q: 3 clusters Score -1.340094e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300874 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13401359.000000 Penalty: 1148.015625
	Iteration 11Q: 3 clusters Score -1.340136e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300990 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13401466.000000 Penalty: 1148.015625
	Iteration 12Q: 3 clusters Score -1.340147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301018 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13401540.000000 Penalty: 1148.015625
	Iteration 13Q: 3 clusters Score -1.340154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301015 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13401568.000000 Penalty: 1148.015625
	Iteration 14Q: 3 clusters Score -1.340157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301020 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13401589.000000 Penalty: 1148.015625
	Iteration 15Q: 3 clusters Score -1.340159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301008 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13401589.000000 Penalty: 1148.015625
	Iteration 16Q: 3 clusters Score -1.340159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301001 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13401596.000000 Penalty: 1148.015625
	Iteration 17Q: 3 clusters Score -1.34016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300999 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13401605.000000 Penalty: 1148.015625
	Iteration 18Q: 3 clusters Score -1.34016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300997 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13401605.000000 Penalty: 1148.015625
	Iteration 19Q: 3 clusters Score -1.34016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300994 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13401603.000000 Penalty: 1148.015625
	Iteration 20F: 3 clusters Score -1.34016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300994 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13401606.000000 Penalty: 1148.015625
	Iteration 21Q: 3 clusters Score -1.340161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300994 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13401606.000000 Penalty: 1148.015625
	Iteration 22F: 3 clusters Score -1.340161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -381413.687500 Penalty: 413.103882
	Iteration 0F: 2 clusters Score -381413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -375558.937500 Penalty: 826.207764
	Iteration 0F: 3 clusters Score -375558.9 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -378037.062500 Penalty: 826.207764
	Iteration 1F: 3 clusters Score -378037.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -378330.531250 Penalty: 826.207764
	Iteration 2F: 3 clusters Score -378330.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -378705.031250 Penalty: 826.207764
	Iteration 3F: 3 clusters Score -378705 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -379191.062500 Penalty: 826.207764
	Iteration 4F: 3 clusters Score -379191.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -379742.062500 Penalty: 826.207764
	Iteration 5F: 3 clusters Score -379742.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -380090.312500 Penalty: 826.207764
	Iteration 6F: 3 clusters Score -380090.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -380262.968750 Penalty: 826.207764
	Iteration 7Q: 3 clusters Score -380263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -380348.218750 Penalty: 826.207764
	Iteration 8Q: 3 clusters Score -380348.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -380408.000000 Penalty: 826.207764
	Iteration 9Q: 3 clusters Score -380408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -380445.562500 Penalty: 826.207764
	Iteration 10Q: 3 clusters Score -380445.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -380473.093750 Penalty: 826.207764
	Iteration 11Q: 3 clusters Score -380473.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -380502.812500 Penalty: 826.207764
	Iteration 12Q: 3 clusters Score -380502.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -380526.656250 Penalty: 826.207764
	Iteration 13Q: 3 clusters Score -380526.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -380547.531250 Penalty: 826.207764
	Iteration 14Q: 3 clusters Score -380547.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -380563.281250 Penalty: 826.207764
	Iteration 15Q: 3 clusters Score -380563.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -380578.593750 Penalty: 826.207764
	Iteration 16Q: 3 clusters Score -380578.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -380589.468750 Penalty: 826.207764
	Iteration 17Q: 3 clusters Score -380589.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -380601.093750 Penalty: 826.207764
	Iteration 18Q: 3 clusters Score -380601.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -380607.906250 Penalty: 826.207764
	Iteration 19Q: 3 clusters Score -380607.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -380614.937500 Penalty: 826.207764
	Iteration 20F: 3 clusters Score -380614.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -380620.531250 Penalty: 826.207764
	Iteration 21Q: 3 clusters Score -380620.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -380623.968750 Penalty: 826.207764
	Iteration 22Q: 3 clusters Score -380624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -380628.968750 Penalty: 826.207764
	Iteration 23Q: 3 clusters Score -380629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -380633.718750 Penalty: 826.207764
	Iteration 24Q: 3 clusters Score -380633.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -380637.500000 Penalty: 826.207764
	Iteration 25Q: 3 clusters Score -380637.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -380641.718750 Penalty: 826.207764
	Iteration 26Q: 3 clusters Score -380641.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -380644.656250 Penalty: 826.207764
	Iteration 27Q: 3 clusters Score -380644.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -380647.312500 Penalty: 826.207764
	Iteration 28Q: 3 clusters Score -380647.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -380650.437500 Penalty: 826.207764
	Iteration 29Q: 3 clusters Score -380650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -380652.968750 Penalty: 826.207764
	Iteration 30Q: 3 clusters Score -380653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -380656.437500 Penalty: 826.207764
	Iteration 31Q: 3 clusters Score -380656.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -380660.031250 Penalty: 826.207764
	Iteration 32Q: 3 clusters Score -380660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -380665.062500 Penalty: 826.207764
	Iteration 33Q: 3 clusters Score -380665.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -380671.000000 Penalty: 826.207764
	Iteration 34Q: 3 clusters Score -380671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -380678.093750 Penalty: 826.207764
	Iteration 35Q: 3 clusters Score -380678.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -380688.375000 Penalty: 826.207764
	Iteration 36Q: 3 clusters Score -380688.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -380711.250000 Penalty: 826.207764
	Iteration 37Q: 3 clusters Score -380711.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -380746.156250 Penalty: 826.207764
	Iteration 38Q: 3 clusters Score -380746.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -380796.406250 Penalty: 826.207764
	Iteration 39Q: 3 clusters Score -380796.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -380858.468750 Penalty: 826.207764
	Iteration 40F: 3 clusters Score -380858.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -380902.531250 Penalty: 826.207764
	Iteration 41Q: 3 clusters Score -380902.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -380925.093750 Penalty: 826.207764
	Iteration 42Q: 3 clusters Score -380925.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -380944.531250 Penalty: 826.207764
	Iteration 43Q: 3 clusters Score -380944.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -380958.625000 Penalty: 826.207764
	Iteration 44Q: 3 clusters Score -380958.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -380966.000000 Penalty: 826.207764
	Iteration 45Q: 3 clusters Score -380966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -380972.187500 Penalty: 826.207764
	Iteration 46Q: 3 clusters Score -380972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -380979.031250 Penalty: 826.207764
	Iteration 47Q: 3 clusters Score -380979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -380987.000000 Penalty: 826.207764
	Iteration 48Q: 3 clusters Score -380987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -380992.031250 Penalty: 826.207764
	Iteration 49Q: 3 clusters Score -380992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -381000.218750 Penalty: 826.207764
	Iteration 50Q: 3 clusters Score -381000.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -381006.218750 Penalty: 826.207764
	Iteration 51Q: 3 clusters Score -381006.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -381012.156250 Penalty: 826.207764
	Iteration 52Q: 3 clusters Score -381012.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -381018.062500 Penalty: 826.207764
	Iteration 53Q: 3 clusters Score -381018.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -381023.218750 Penalty: 826.207764
	Iteration 54Q: 3 clusters Score -381023.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -381028.593750 Penalty: 826.207764
	Iteration 55Q: 3 clusters Score -381028.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -381032.750000 Penalty: 826.207764
	Iteration 56Q: 3 clusters Score -381032.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -381038.812500 Penalty: 826.207764
	Iteration 57Q: 3 clusters Score -381038.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -381045.187500 Penalty: 826.207764
	Iteration 58Q: 3 clusters Score -381045.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -381048.250000 Penalty: 826.207764
	Iteration 59Q: 3 clusters Score -381048.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -381052.843750 Penalty: 826.207764
	Iteration 60F: 3 clusters Score -381052.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -381057.968750 Penalty: 826.207764
	Iteration 61Q: 3 clusters Score -381058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -381061.281250 Penalty: 826.207764
	Iteration 62Q: 3 clusters Score -381061.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -381067.000000 Penalty: 826.207764
	Iteration 63Q: 3 clusters Score -381067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -381072.531250 Penalty: 826.207764
	Iteration 64Q: 3 clusters Score -381072.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -381076.750000 Penalty: 826.207764
	Iteration 65Q: 3 clusters Score -381076.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -381080.750000 Penalty: 826.207764
	Iteration 66Q: 3 clusters Score -381080.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -381085.218750 Penalty: 826.207764
	Iteration 67Q: 3 clusters Score -381085.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -381089.937500 Penalty: 826.207764
	Iteration 68Q: 3 clusters Score -381089.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -381093.062500 Penalty: 826.207764
	Iteration 69Q: 3 clusters Score -381093.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -381095.906250 Penalty: 826.207764
	Iteration 70Q: 3 clusters Score -381095.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -381098.093750 Penalty: 826.207764
	Iteration 71Q: 3 clusters Score -381098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -381099.562500 Penalty: 826.207764
	Iteration 72Q: 3 clusters Score -381099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -381100.250000 Penalty: 826.207764
	Iteration 73Q: 3 clusters Score -381100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -381099.968750 Penalty: 826.207764
	Iteration 74Q: 3 clusters Score -381100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -381100.187500 Penalty: 826.207764
	Iteration 75Q: 3 clusters Score -381100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -381100.593750 Penalty: 826.207764
	Iteration 76Q: 3 clusters Score -381100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -381100.750000 Penalty: 826.207764
	Iteration 77Q: 3 clusters Score -381100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -381101.875000 Penalty: 826.207764
	Iteration 78Q: 3 clusters Score -381101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -381101.625000 Penalty: 826.207764
	Iteration 79Q: 3 clusters Score -381101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -381101.750000 Penalty: 826.207764
	Iteration 80F: 3 clusters Score -381101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -381102.125000 Penalty: 826.207764
	Iteration 81Q: 3 clusters Score -381102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -381102.812500 Penalty: 826.207764
	Iteration 82Q: 3 clusters Score -381102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -381101.906250 Penalty: 826.207764
	Iteration 83Q: 3 clusters Score -381101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -381101.343750 Penalty: 826.207764
	Iteration 84Q: 3 clusters Score -381101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -381102.125000 Penalty: 826.207764
	Iteration 85Q: 3 clusters Score -381102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -381102.062500 Penalty: 826.207764
	Iteration 86Q: 3 clusters Score -381102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -381102.500000 Penalty: 826.207764
	Iteration 87Q: 3 clusters Score -381102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -381103.656250 Penalty: 826.207764
	Iteration 88Q: 3 clusters Score -381103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -381104.468750 Penalty: 826.207764
	Iteration 89Q: 3 clusters Score -381104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -381105.156250 Penalty: 826.207764
	Iteration 90Q: 3 clusters Score -381105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -381105.312500 Penalty: 826.207764
	Iteration 91Q: 3 clusters Score -381105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -381105.062500 Penalty: 826.207764
	Iteration 92Q: 3 clusters Score -381105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -381106.250000 Penalty: 826.207764
	Iteration 93Q: 3 clusters Score -381106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -381106.750000 Penalty: 826.207764
	Iteration 94Q: 3 clusters Score -381106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -381106.125000 Penalty: 826.207764
	Iteration 95Q: 3 clusters Score -381106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -381106.875000 Penalty: 826.207764
	Iteration 96Q: 3 clusters Score -381106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -381105.875000 Penalty: 826.207764
	Iteration 97Q: 3 clusters Score -381105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -381106.843750 Penalty: 826.207764
	Iteration 98Q: 3 clusters Score -381106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -381106.187500 Penalty: 826.207764
	Iteration 99Q: 3 clusters Score -381106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -381106.375000 Penalty: 826.207764
	Iteration 100F: 3 clusters Score -381106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -381107.218750 Penalty: 826.207764
	Iteration 101Q: 3 clusters Score -381107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -381107.250000 Penalty: 826.207764
	Iteration 102Q: 3 clusters Score -381107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -381107.093750 Penalty: 826.207764
	Iteration 103Q: 3 clusters Score -381107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -381107.937500 Penalty: 826.207764
	Iteration 104Q: 3 clusters Score -381107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381108.250000 Penalty: 826.207764
	Iteration 105Q: 3 clusters Score -381108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -381108.812500 Penalty: 826.207764
	Iteration 106Q: 3 clusters Score -381108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -381108.406250 Penalty: 826.207764
	Iteration 107Q: 3 clusters Score -381108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -381109.062500 Penalty: 826.207764
	Iteration 108Q: 3 clusters Score -381109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -381109.781250 Penalty: 826.207764
	Iteration 109Q: 3 clusters Score -381109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -381111.031250 Penalty: 826.207764
	Iteration 110Q: 3 clusters Score -381111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -381110.218750 Penalty: 826.207764
	Iteration 111Q: 3 clusters Score -381110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381111.406250 Penalty: 826.207764
	Iteration 112Q: 3 clusters Score -381111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -381111.093750 Penalty: 826.207764
	Iteration 113Q: 3 clusters Score -381111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -381112.093750 Penalty: 826.207764
	Iteration 114Q: 3 clusters Score -381112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -381112.562500 Penalty: 826.207764
	Iteration 115Q: 3 clusters Score -381112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -381112.187500 Penalty: 826.207764
	Iteration 116Q: 3 clusters Score -381112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -381112.312500 Penalty: 826.207764
	Iteration 117Q: 3 clusters Score -381112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -381112.562500 Penalty: 826.207764
	Iteration 118Q: 3 clusters Score -381112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -381113.125000 Penalty: 826.207764
	Iteration 119Q: 3 clusters Score -381113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -381113.718750 Penalty: 826.207764
	Iteration 120F: 3 clusters Score -381113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -381114.406250 Penalty: 826.207764
	Iteration 121Q: 3 clusters Score -381114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381114.062500 Penalty: 826.207764
	Iteration 122Q: 3 clusters Score -381114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381116.312500 Penalty: 826.207764
	Iteration 123Q: 3 clusters Score -381116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -381114.812500 Penalty: 826.207764
	Iteration 124Q: 3 clusters Score -381114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -381116.437500 Penalty: 826.207764
	Iteration 125Q: 3 clusters Score -381116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -381116.750000 Penalty: 826.207764
	Iteration 126Q: 3 clusters Score -381116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -381117.718750 Penalty: 826.207764
	Iteration 127Q: 3 clusters Score -381117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -381117.031250 Penalty: 826.207764
	Iteration 128Q: 3 clusters Score -381117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -381117.156250 Penalty: 826.207764
	Iteration 129Q: 3 clusters Score -381117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -381118.187500 Penalty: 826.207764
	Iteration 130Q: 3 clusters Score -381118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -381118.250000 Penalty: 826.207764
	Iteration 131Q: 3 clusters Score -381118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -381118.125000 Penalty: 826.207764
	Iteration 132Q: 3 clusters Score -381118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -381118.281250 Penalty: 826.207764
	Iteration 133Q: 3 clusters Score -381118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -381118.500000 Penalty: 826.207764
	Iteration 134Q: 3 clusters Score -381118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -381118.718750 Penalty: 826.207764
	Iteration 135Q: 3 clusters Score -381118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -381118.218750 Penalty: 826.207764
	Iteration 136Q: 3 clusters Score -381118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -381118.218750 Penalty: 826.207764
	Iteration 137F: 3 clusters Score -381118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Entering Unmasked Estep 
Score: -2245829.000000 Penalty: 493.108978
	Iteration 0F: 2 clusters Score -2245829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2211560.000000 Penalty: 986.217957
	Iteration 0F: 3 clusters Score -2211560 nChanged 24567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2226065.250000 Penalty: 986.217957
	Iteration 1F: 3 clusters Score -2226065 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -2226687.000000 Penalty: 986.217957
	Iteration 2Q: 3 clusters Score -2226687 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -2227742.000000 Penalty: 986.217957
	Iteration 3Q: 3 clusters Score -2227742 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -2229631.500000 Penalty: 986.217957
	Iteration 4F: 3 clusters Score -2229632 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -2232700.750000 Penalty: 986.217957
	Iteration 5F: 3 clusters Score -2232701 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -2236784.500000 Penalty: 986.217957
	Iteration 6F: 3 clusters Score -2236784 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -2240602.250000 Penalty: 986.217957
	Iteration 7F: 3 clusters Score -2240602 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -2243172.250000 Penalty: 986.217957
	Iteration 8F: 3 clusters Score -2243172 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -2244499.750000 Penalty: 986.217957
	Iteration 9Q: 3 clusters Score -2244500 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -2245031.750000 Penalty: 986.217957
	Iteration 10Q: 3 clusters Score -2245032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -2245223.000000 Penalty: 986.217957
	Iteration 11Q: 3 clusters Score -2245223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -2245312.000000 Penalty: 986.217957
	Iteration 12Q: 3 clusters Score -2245312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -2245367.000000 Penalty: 986.217957
	Iteration 13Q: 3 clusters Score -2245367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -2245400.250000 Penalty: 986.217957
	Iteration 14Q: 3 clusters Score -2245400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -2245409.250000 Penalty: 986.217957
	Iteration 15Q: 3 clusters Score -2245409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -2245415.500000 Penalty: 986.217957
	Iteration 16Q: 3 clusters Score -2245416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -2245418.750000 Penalty: 986.217957
	Iteration 17Q: 3 clusters Score -2245419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -2245419.250000 Penalty: 986.217957
	Iteration 18Q: 3 clusters Score -2245419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -2245421.750000 Penalty: 986.217957
	Iteration 19Q: 3 clusters Score -2245422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -2245426.000000 Penalty: 986.217957
	Iteration 20F: 3 clusters Score -2245426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -2245429.750000 Penalty: 986.217957
	Iteration 21Q: 3 clusters Score -2245430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -2245429.750000 Penalty: 986.217957
	Iteration 22Q: 3 clusters Score -2245430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -2245429.750000 Penalty: 986.217957
	Iteration 23F: 3 clusters Score -2245430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Entering Unmasked Estep 
Score: -4832772.000000 Penalty: 527.050354
	Iteration 0F: 2 clusters Score -4832772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -4760331.000000 Penalty: 1054.100708
	Iteration 0F: 3 clusters Score -4760331 nChanged 52481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -4792486.000000 Penalty: 1054.100708
	Iteration 1F: 3 clusters Score -4792486 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -4794492.000000 Penalty: 1054.100708
	Iteration 2Q: 3 clusters Score -4794492 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -4798005.500000 Penalty: 1054.100708
	Iteration 3F: 3 clusters Score -4798006 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -4803930.000000 Penalty: 1054.100708
	Iteration 4F: 3 clusters Score -4803930 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -4812539.500000 Penalty: 1054.100708
	Iteration 5F: 3 clusters Score -4812540 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -4821775.500000 Penalty: 1054.100708
	Iteration 6F: 3 clusters Score -4821776 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -4828029.000000 Penalty: 1054.100708
	Iteration 7F: 3 clusters Score -4828029 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -4830807.000000 Penalty: 1054.100708
	Iteration 8Q: 3 clusters Score -4830807 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -4831809.000000 Penalty: 1054.100708
	Iteration 9Q: 3 clusters Score -4831809 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -4832118.500000 Penalty: 1054.100708
	Iteration 10Q: 3 clusters Score -4832118 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -4832235.500000 Penalty: 1054.100708
	Iteration 11Q: 3 clusters Score -4832236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -4832267.000000 Penalty: 1054.100708
	Iteration 12Q: 3 clusters Score -4832267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -4832283.500000 Penalty: 1054.100708
	Iteration 13Q: 3 clusters Score -4832284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -4832293.000000 Penalty: 1054.100708
	Iteration 14Q: 3 clusters Score -4832293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -4832299.000000 Penalty: 1054.100708
	Iteration 15Q: 3 clusters Score -4832299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -4832307.500000 Penalty: 1054.100708
	Iteration 16Q: 3 clusters Score -4832308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -4832313.500000 Penalty: 1054.100708
	Iteration 17Q: 3 clusters Score -4832314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -4832312.500000 Penalty: 1054.100708
	Iteration 18Q: 3 clusters Score -4832312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -4832312.500000 Penalty: 1054.100708
	Iteration 19F: 3 clusters Score -4832312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -35530.421875 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -35530.42 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 436 members 
Entering Unmasked Estep 
Score: -34807.292969 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -34807.29 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -35054.703125 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -35054.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35117.960938 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -35117.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -35164.644531 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -35164.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35187.507812 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -35187.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -35202.070312 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -35202.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35220.597656 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -35220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -35234.121094 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -35234.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -35246.113281 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -35246.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35256.988281 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -35256.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35260.636719 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -35260.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35265.183594 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -35265.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -35272.863281 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -35272.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -35276.140625 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -35276.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -35278.371094 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -35278.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -35281.640625 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -35281.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -35285.964844 Penalty: 616.037415
	Iteration 16Q: 3 clusters Score -35285.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35286.996094 Penalty: 616.037415
	Iteration 17Q: 3 clusters Score -35287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35287.195312 Penalty: 616.037415
	Iteration 18Q: 3 clusters Score -35287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -35287.675781 Penalty: 616.037415
	Iteration 19Q: 3 clusters Score -35287.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -35289.371094 Penalty: 616.037415
	Iteration 20F: 3 clusters Score -35289.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -35291.500000 Penalty: 616.037415
	Iteration 21Q: 3 clusters Score -35291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -35291.500000 Penalty: 616.037415
	Iteration 22F: 3 clusters Score -35291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (121360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121360 members 
Entering Unmasked Estep 
Score: -5403545.000000 Penalty: 532.646484
	Iteration 0F: 2 clusters Score -5403545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -5321575.000000 Penalty: 1065.292969
	Iteration 0F: 3 clusters Score -5321575 nChanged 59379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -5358210.500000 Penalty: 1065.292969
	Iteration 1F: 3 clusters Score -5358210 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -5360977.500000 Penalty: 1065.292969
	Iteration 2F: 3 clusters Score -5360978 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -5366012.000000 Penalty: 1065.292969
	Iteration 3F: 3 clusters Score -5366012 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -5374194.000000 Penalty: 1065.292969
	Iteration 4F: 3 clusters Score -5374194 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -5384650.000000 Penalty: 1065.292969
	Iteration 5F: 3 clusters Score -5384650 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -5393891.500000 Penalty: 1065.292969
	Iteration 6F: 3 clusters Score -5393892 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -5399331.000000 Penalty: 1065.292969
	Iteration 7Q: 3 clusters Score -5399331 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -5401683.500000 Penalty: 1065.292969
	Iteration 8Q: 3 clusters Score -5401684 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -5402589.000000 Penalty: 1065.292969
	Iteration 9Q: 3 clusters Score -5402589 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 121096 members 
Entering Unmasked Estep 
Score: -5402899.000000 Penalty: 1065.292969
	Iteration 10Q: 3 clusters Score -5402899 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -5403022.000000 Penalty: 1065.292969
	Iteration 11Q: 3 clusters Score -5403022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -5403052.500000 Penalty: 1065.292969
	Iteration 12Q: 3 clusters Score -5403052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -5403076.500000 Penalty: 1065.292969
	Iteration 13Q: 3 clusters Score -5403076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -5403079.000000 Penalty: 1065.292969
	Iteration 14Q: 3 clusters Score -5403079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -5403080.000000 Penalty: 1065.292969
	Iteration 15Q: 3 clusters Score -5403080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -5403087.000000 Penalty: 1065.292969
	Iteration 16Q: 3 clusters Score -5403087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -5403089.500000 Penalty: 1065.292969
	Iteration 17Q: 3 clusters Score -5403090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121283 members 
Entering Unmasked Estep 
Score: -5403093.500000 Penalty: 1065.292969
	Iteration 18Q: 3 clusters Score -5403094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121283 members 
Entering Unmasked Estep 
Score: -5403093.500000 Penalty: 1065.292969
	Iteration 19F: 3 clusters Score -5403094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Entering Unmasked Estep 
Score: -1183914.250000 Penalty: 464.111542
	Iteration 0F: 2 clusters Score -1183914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1166081.875000 Penalty: 928.223083
	Iteration 0F: 3 clusters Score -1166082 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1173525.625000 Penalty: 928.223083
	Iteration 1F: 3 clusters Score -1173526 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1173931.750000 Penalty: 928.223083
	Iteration 2Q: 3 clusters Score -1173932 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1174600.625000 Penalty: 928.223083
	Iteration 3Q: 3 clusters Score -1174601 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1175679.250000 Penalty: 928.223083
	Iteration 4F: 3 clusters Score -1175679 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1177212.375000 Penalty: 928.223083
	Iteration 5F: 3 clusters Score -1177212 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1178773.250000 Penalty: 928.223083
	Iteration 6F: 3 clusters Score -1178773 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1179953.875000 Penalty: 928.223083
	Iteration 7F: 3 clusters Score -1179954 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1180903.000000 Penalty: 928.223083
	Iteration 8Q: 3 clusters Score -1180903 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -1181610.125000 Penalty: 928.223083
	Iteration 9Q: 3 clusters Score -1181610 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -1182181.375000 Penalty: 928.223083
	Iteration 10Q: 3 clusters Score -1182181 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -1182602.375000 Penalty: 928.223083
	Iteration 11Q: 3 clusters Score -1182602 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -1182931.375000 Penalty: 928.223083
	Iteration 12Q: 3 clusters Score -1182931 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -1183148.750000 Penalty: 928.223083
	Iteration 13Q: 3 clusters Score -1183149 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -1183270.125000 Penalty: 928.223083
	Iteration 14Q: 3 clusters Score -1183270 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -1183356.125000 Penalty: 928.223083
	Iteration 15Q: 3 clusters Score -1183356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -1183423.750000 Penalty: 928.223083
	Iteration 16Q: 3 clusters Score -1183424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -1183453.875000 Penalty: 928.223083
	Iteration 17Q: 3 clusters Score -1183454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1183474.500000 Penalty: 928.223083
	Iteration 18Q: 3 clusters Score -1183474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -1183488.125000 Penalty: 928.223083
	Iteration 19Q: 3 clusters Score -1183488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -1183500.000000 Penalty: 928.223083
	Iteration 20F: 3 clusters Score -1183500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1183507.250000 Penalty: 928.223083
	Iteration 21Q: 3 clusters Score -1183507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -1183517.875000 Penalty: 928.223083
	Iteration 22Q: 3 clusters Score -1183518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1183522.750000 Penalty: 928.223083
	Iteration 23Q: 3 clusters Score -1183523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1183524.625000 Penalty: 928.223083
	Iteration 24Q: 3 clusters Score -1183525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -1183525.000000 Penalty: 928.223083
	Iteration 25Q: 3 clusters Score -1183525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -1183529.250000 Penalty: 928.223083
	Iteration 26Q: 3 clusters Score -1183529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -1183532.500000 Penalty: 928.223083
	Iteration 27Q: 3 clusters Score -1183532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1183532.750000 Penalty: 928.223083
	Iteration 28Q: 3 clusters Score -1183533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1183534.500000 Penalty: 928.223083
	Iteration 29Q: 3 clusters Score -1183534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -1183534.625000 Penalty: 928.223083
	Iteration 30Q: 3 clusters Score -1183535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -1183535.375000 Penalty: 928.223083
	Iteration 31Q: 3 clusters Score -1183535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -1183535.375000 Penalty: 928.223083
	Iteration 32F: 3 clusters Score -1183535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -81585.507812 Penalty: 344.337738
	Iteration 0F: 2 clusters Score -81585.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -80144.476562 Penalty: 688.675476
	Iteration 0F: 3 clusters Score -80144.48 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -80635.820312 Penalty: 688.675476
	Iteration 1F: 3 clusters Score -80635.82 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -80767.726562 Penalty: 688.675476
	Iteration 2F: 3 clusters Score -80767.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -80905.398438 Penalty: 688.675476
	Iteration 3F: 3 clusters Score -80905.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -81037.265625 Penalty: 688.675476
	Iteration 4F: 3 clusters Score -81037.27 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -81157.429688 Penalty: 688.675476
	Iteration 5F: 3 clusters Score -81157.43 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -81246.875000 Penalty: 688.675476
	Iteration 6F: 3 clusters Score -81246.88 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -81299.773438 Penalty: 688.675476
	Iteration 7F: 3 clusters Score -81299.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -81333.437500 Penalty: 688.675476
	Iteration 8Q: 3 clusters Score -81333.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -81356.250000 Penalty: 688.675476
	Iteration 9Q: 3 clusters Score -81356.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -81381.296875 Penalty: 688.675476
	Iteration 10Q: 3 clusters Score -81381.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -81408.718750 Penalty: 688.675476
	Iteration 11Q: 3 clusters Score -81408.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -81435.890625 Penalty: 688.675476
	Iteration 12Q: 3 clusters Score -81435.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -81449.460938 Penalty: 688.675476
	Iteration 13Q: 3 clusters Score -81449.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -81462.765625 Penalty: 688.675476
	Iteration 14Q: 3 clusters Score -81462.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -81479.343750 Penalty: 688.675476
	Iteration 15Q: 3 clusters Score -81479.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -81488.773438 Penalty: 688.675476
	Iteration 16Q: 3 clusters Score -81488.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -81492.437500 Penalty: 688.675476
	Iteration 17Q: 3 clusters Score -81492.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81494.835938 Penalty: 688.675476
	Iteration 18Q: 3 clusters Score -81494.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -81495.812500 Penalty: 688.675476
	Iteration 19Q: 3 clusters Score -81495.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -81496.679688 Penalty: 688.675476
	Iteration 20F: 3 clusters Score -81496.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81496.976562 Penalty: 688.675476
	Iteration 21Q: 3 clusters Score -81496.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -81497.859375 Penalty: 688.675476
	Iteration 22Q: 3 clusters Score -81497.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -81499.343750 Penalty: 688.675476
	Iteration 23Q: 3 clusters Score -81499.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81500.250000 Penalty: 688.675476
	Iteration 24Q: 3 clusters Score -81500.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81500.492188 Penalty: 688.675476
	Iteration 25Q: 3 clusters Score -81500.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81500.492188 Penalty: 688.675476
	Iteration 26F: 3 clusters Score -81500.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -94303.406250 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -94303.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -92825.007812 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -92825.01 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -93305.546875 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -93305.55 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -93380.750000 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -93380.75 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -93437.054688 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -93437.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -93487.101562 Penalty: 693.617920
	Iteration 4Q: 3 clusters Score -93487.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -93548.460938 Penalty: 693.617920
	Iteration 5Q: 3 clusters Score -93548.46 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -93634.867188 Penalty: 693.617920
	Iteration 6F: 3 clusters Score -93634.87 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -93736.531250 Penalty: 693.617920
	Iteration 7F: 3 clusters Score -93736.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -93818.804688 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -93818.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -93876.515625 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -93876.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -93915.437500 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -93915.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -93957.429688 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -93957.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -93987.335938 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -93987.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -94004.304688 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -94004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -94007.671875 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -94007.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -94007.671875 Penalty: 693.617920
	Iteration 15F: 3 clusters Score -94007.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -1611621.875000 Penalty: 481.721741
	Iteration 0F: 2 clusters Score -1611622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1585431.625000 Penalty: 963.443481
	Iteration 0F: 3 clusters Score -1585432 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -1598125.375000 Penalty: 963.443481
	Iteration 1F: 3 clusters Score -1598125 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -1599663.625000 Penalty: 963.443481
	Iteration 2F: 3 clusters Score -1599664 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -1601703.750000 Penalty: 963.443481
	Iteration 3F: 3 clusters Score -1601704 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -1603988.875000 Penalty: 963.443481
	Iteration 4F: 3 clusters Score -1603989 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -1606066.375000 Penalty: 963.443481
	Iteration 5F: 3 clusters Score -1606066 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -1607482.625000 Penalty: 963.443481
	Iteration 6Q: 3 clusters Score -1607483 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -1608125.250000 Penalty: 963.443481
	Iteration 7Q: 3 clusters Score -1608125 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1608459.875000 Penalty: 963.443481
	Iteration 8Q: 3 clusters Score -1608460 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -1608728.875000 Penalty: 963.443481
	Iteration 9Q: 3 clusters Score -1608729 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -1608967.500000 Penalty: 963.443481
	Iteration 10Q: 3 clusters Score -1608968 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -1609154.375000 Penalty: 963.443481
	Iteration 11Q: 3 clusters Score -1609154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -1609332.375000 Penalty: 963.443481
	Iteration 12Q: 3 clusters Score -1609332 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -1609493.625000 Penalty: 963.443481
	Iteration 13Q: 3 clusters Score -1609494 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -1609633.375000 Penalty: 963.443481
	Iteration 14Q: 3 clusters Score -1609633 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -1609750.125000 Penalty: 963.443481
	Iteration 15Q: 3 clusters Score -1609750 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -1609857.750000 Penalty: 963.443481
	Iteration 16Q: 3 clusters Score -1609858 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -1609982.875000 Penalty: 963.443481
	Iteration 17Q: 3 clusters Score -1609983 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -1610111.875000 Penalty: 963.443481
	Iteration 18Q: 3 clusters Score -1610112 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -1610249.375000 Penalty: 963.443481
	Iteration 19Q: 3 clusters Score -1610249 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -1610379.875000 Penalty: 963.443481
	Iteration 20F: 3 clusters Score -1610380 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -1610496.500000 Penalty: 963.443481
	Iteration 21Q: 3 clusters Score -1610496 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -1610607.500000 Penalty: 963.443481
	Iteration 22Q: 3 clusters Score -1610608 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -1610706.500000 Penalty: 963.443481
	Iteration 23Q: 3 clusters Score -1610706 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -1610793.875000 Penalty: 963.443481
	Iteration 24Q: 3 clusters Score -1610794 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -1610868.000000 Penalty: 963.443481
	Iteration 25Q: 3 clusters Score -1610868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -1610949.250000 Penalty: 963.443481
	Iteration 26Q: 3 clusters Score -1610949 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -1611019.875000 Penalty: 963.443481
	Iteration 27Q: 3 clusters Score -1611020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -1611077.875000 Penalty: 963.443481
	Iteration 28Q: 3 clusters Score -1611078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -1611133.000000 Penalty: 963.443481
	Iteration 29Q: 3 clusters Score -1611133 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -1611186.000000 Penalty: 963.443481
	Iteration 30Q: 3 clusters Score -1611186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -1611223.250000 Penalty: 963.443481
	Iteration 31Q: 3 clusters Score -1611223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -1611254.250000 Penalty: 963.443481
	Iteration 32Q: 3 clusters Score -1611254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -1611291.750000 Penalty: 963.443481
	Iteration 33Q: 3 clusters Score -1611292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -1611331.625000 Penalty: 963.443481
	Iteration 34Q: 3 clusters Score -1611332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -1611361.500000 Penalty: 963.443481
	Iteration 35Q: 3 clusters Score -1611362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -1611398.750000 Penalty: 963.443481
	Iteration 36Q: 3 clusters Score -1611399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -1611422.750000 Penalty: 963.443481
	Iteration 37Q: 3 clusters Score -1611423 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -1611441.125000 Penalty: 963.443481
	Iteration 38Q: 3 clusters Score -1611441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -1611458.250000 Penalty: 963.443481
	Iteration 39Q: 3 clusters Score -1611458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -1611475.375000 Penalty: 963.443481
	Iteration 40F: 3 clusters Score -1611475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -1611485.250000 Penalty: 963.443481
	Iteration 41Q: 3 clusters Score -1611485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -1611487.750000 Penalty: 963.443481
	Iteration 42Q: 3 clusters Score -1611488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -1611488.250000 Penalty: 963.443481
	Iteration 43Q: 3 clusters Score -1611488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -1611493.875000 Penalty: 963.443481
	Iteration 44Q: 3 clusters Score -1611494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -1611496.125000 Penalty: 963.443481
	Iteration 45Q: 3 clusters Score -1611496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -1611503.375000 Penalty: 963.443481
	Iteration 46Q: 3 clusters Score -1611503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -1611505.500000 Penalty: 963.443481
	Iteration 47Q: 3 clusters Score -1611506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -1611510.875000 Penalty: 963.443481
	Iteration 48Q: 3 clusters Score -1611511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -1611510.500000 Penalty: 963.443481
	Iteration 49Q: 3 clusters Score -1611510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -1611512.250000 Penalty: 963.443481
	Iteration 50Q: 3 clusters Score -1611512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -1611514.000000 Penalty: 963.443481
	Iteration 51Q: 3 clusters Score -1611514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -1611512.625000 Penalty: 963.443481
	Iteration 52Q: 3 clusters Score -1611513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -1611514.375000 Penalty: 963.443481
	Iteration 53Q: 3 clusters Score -1611514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -1611514.875000 Penalty: 963.443481
	Iteration 54Q: 3 clusters Score -1611515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -1611517.875000 Penalty: 963.443481
	Iteration 55Q: 3 clusters Score -1611518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -1611518.125000 Penalty: 963.443481
	Iteration 56Q: 3 clusters Score -1611518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -1611518.250000 Penalty: 963.443481
	Iteration 57Q: 3 clusters Score -1611518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -1611518.875000 Penalty: 963.443481
	Iteration 58Q: 3 clusters Score -1611519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -1611517.375000 Penalty: 963.443481
	Iteration 59Q: 3 clusters Score -1611517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -1611518.875000 Penalty: 963.443481
	Iteration 60F: 3 clusters Score -1611519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -1611517.625000 Penalty: 963.443481
	Iteration 61Q: 3 clusters Score -1611518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -1611520.000000 Penalty: 963.443481
	Iteration 62Q: 3 clusters Score -1611520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -1611518.750000 Penalty: 963.443481
	Iteration 63Q: 3 clusters Score -1611519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -1611520.000000 Penalty: 963.443481
	Iteration 64Q: 3 clusters Score -1611520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -1611519.250000 Penalty: 963.443481
	Iteration 65Q: 3 clusters Score -1611519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -1611521.625000 Penalty: 963.443481
	Iteration 66Q: 3 clusters Score -1611522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -1611521.375000 Penalty: 963.443481
	Iteration 67Q: 3 clusters Score -1611521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -1611521.000000 Penalty: 963.443481
	Iteration 68Q: 3 clusters Score -1611521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -1611522.000000 Penalty: 963.443481
	Iteration 69Q: 3 clusters Score -1611522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1611522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -1611522.375000 Penalty: 963.443481
	Iteration 71Q: 3 clusters Score -1611522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -1611523.000000 Penalty: 963.443481
	Iteration 72Q: 3 clusters Score -1611523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -1611523.250000 Penalty: 963.443481
	Iteration 73Q: 3 clusters Score -1611523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -1611528.000000 Penalty: 963.443481
	Iteration 74Q: 3 clusters Score -1611528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1611530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1611532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1611532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -1611535.250000 Penalty: 963.443481
	Iteration 78Q: 3 clusters Score -1611535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1611536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -1611539.625000 Penalty: 963.443481
	Iteration 80F: 3 clusters Score -1611540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1611540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -1611542.000000 Penalty: 963.443481
	Iteration 82Q: 3 clusters Score -1611542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1611542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1611542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1611541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1611541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1611541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1611545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1611541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1611542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -1611542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 57945 members 
Mstep: Class 4 contains 41873 members 
Mstep: Class 5 contains 17944 members 
Mstep: Class 6 contains 169412 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106651 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 19838 members 
Mstep: Class 12 contains 301208 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 50897 members 
Mstep: Class 15 contains 107315 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 121360 members 
Mstep: Class 18 contains 26910 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 39628 members 
Entering Unmasked Estep 
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Iteration 239Q: 22 clusters Score -4.694832e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58038 members 
Mstep: Class 4 contains 41698 members 
Mstep: Class 5 contains 18001 members 
Mstep: Class 6 contains 168996 members 
Mstep: Class 7 contains 25945 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 106535 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 19832 members 
Mstep: Class 12 contains 301207 members 
Mstep: Class 13 contains 8794 members 
Mstep: Class 14 contains 50893 members 
Mstep: Class 15 contains 107188 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 122108 members 
Mstep: Class 18 contains 26878 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 39621 members 
Entering Unmasked Estep 
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Iteration 240F: 22 clusters Score -4.694835e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58136 members 
Mstep: Class 4 contains 41519 members 
Mstep: Class 5 contains 18060 members 
Mstep: Class 6 contains 168511 members 
Mstep: Class 7 contains 25912 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 106410 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 19840 members 
Mstep: Class 12 contains 301271 members 
Mstep: Class 13 contains 8811 members 
Mstep: Class 14 contains 50895 members 
Mstep: Class 15 contains 107083 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 122825 members 
Mstep: Class 18 contains 26845 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2046 members 
Mstep: Class 21 contains 39617 members 
Entering Unmasked Estep 
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Iteration 241Q: 22 clusters Score -4.694825e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58260 members 
Mstep: Class 4 contains 41287 members 
Mstep: Class 5 contains 18119 members 
Mstep: Class 6 contains 168071 members 
Mstep: Class 7 contains 25884 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106282 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 19831 members 
Mstep: Class 12 contains 301361 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 50900 members 
Mstep: Class 15 contains 107011 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 123487 members 
Mstep: Class 18 contains 26805 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 39611 members 
Entering Unmasked Estep 
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Iteration 242Q: 22 clusters Score -4.694828e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58406 members 
Mstep: Class 4 contains 41184 members 
Mstep: Class 5 contains 18180 members 
Mstep: Class 6 contains 167465 members 
Mstep: Class 7 contains 25874 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 106119 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 19825 members 
Mstep: Class 12 contains 301471 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 50894 members 
Mstep: Class 15 contains 106938 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 124156 members 
Mstep: Class 18 contains 26775 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 39614 members 
Entering Unmasked Estep 
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Iteration 243Q: 22 clusters Score -4.694838e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58540 members 
Mstep: Class 4 contains 41113 members 
Mstep: Class 5 contains 18226 members 
Mstep: Class 6 contains 166905 members 
Mstep: Class 7 contains 25858 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 105933 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 301515 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 50908 members 
Mstep: Class 15 contains 106844 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 124839 members 
Mstep: Class 18 contains 26763 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 39614 members 
Entering Unmasked Estep 
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Iteration 244Q: 22 clusters Score -4.69485e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58669 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 166329 members 
Mstep: Class 7 contains 25838 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 105718 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 301616 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 50919 members 
Mstep: Class 15 contains 106830 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 125477 members 
Mstep: Class 18 contains 26751 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 39631 members 
Entering Unmasked Estep 
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Iteration 245Q: 22 clusters Score -4.694817e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58792 members 
Mstep: Class 4 contains 40888 members 
Mstep: Class 5 contains 18311 members 
Mstep: Class 6 contains 165696 members 
Mstep: Class 7 contains 25803 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 105556 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 19820 members 
Mstep: Class 12 contains 301726 members 
Mstep: Class 13 contains 8877 members 
Mstep: Class 14 contains 50924 members 
Mstep: Class 15 contains 106766 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 126156 members 
Mstep: Class 18 contains 26739 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 21 contains 39640 members 
Entering Unmasked Estep 
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Iteration 246Q: 22 clusters Score -4.694852e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 58900 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 18348 members 
Mstep: Class 6 contains 165022 members 
Mstep: Class 7 contains 25764 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 105390 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 19824 members 
Mstep: Class 12 contains 301821 members 
Mstep: Class 13 contains 8878 members 
Mstep: Class 14 contains 50961 members 
Mstep: Class 15 contains 106685 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 126865 members 
Mstep: Class 18 contains 26738 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 39651 members 
Entering Unmasked Estep 
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Iteration 247Q: 22 clusters Score -4.694882e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59006 members 
Mstep: Class 4 contains 40634 members 
Mstep: Class 5 contains 18387 members 
Mstep: Class 6 contains 164415 members 
Mstep: Class 7 contains 25731 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 105221 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 19818 members 
Mstep: Class 12 contains 301946 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 50986 members 
Mstep: Class 15 contains 106712 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 127541 members 
Mstep: Class 18 contains 26731 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 39666 members 
Entering Unmasked Estep 
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Iteration 248Q: 22 clusters Score -4.694878e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59137 members 
Mstep: Class 4 contains 40446 members 
Mstep: Class 5 contains 18424 members 
Mstep: Class 6 contains 163906 members 
Mstep: Class 7 contains 25696 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 105058 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 19811 members 
Mstep: Class 12 contains 301998 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 51015 members 
Mstep: Class 15 contains 106734 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 128160 members 
Mstep: Class 18 contains 26725 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 39680 members 
Entering Unmasked Estep 
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Iteration 249Q: 22 clusters Score -4.694874e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59263 members 
Mstep: Class 4 contains 40399 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 163291 members 
Mstep: Class 7 contains 25653 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 104926 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 19809 members 
Mstep: Class 12 contains 302129 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 14 contains 51057 members 
Mstep: Class 15 contains 106661 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 128726 members 
Mstep: Class 18 contains 26716 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 39690 members 
Entering Unmasked Estep 
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Iteration 250Q: 22 clusters Score -4.694876e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59374 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 18495 members 
Mstep: Class 6 contains 162734 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 104788 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 19810 members 
Mstep: Class 12 contains 302296 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 51099 members 
Mstep: Class 15 contains 106651 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 129250 members 
Mstep: Class 18 contains 26707 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 39700 members 
Entering Unmasked Estep 
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Iteration 251Q: 22 clusters Score -4.694891e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59479 members 
Mstep: Class 4 contains 40082 members 
Mstep: Class 5 contains 18530 members 
Mstep: Class 6 contains 162105 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 104667 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 19806 members 
Mstep: Class 12 contains 302585 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 51146 members 
Mstep: Class 15 contains 106637 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 129738 members 
Mstep: Class 18 contains 26688 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 39711 members 
Entering Unmasked Estep 
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Iteration 252Q: 22 clusters Score -4.69489e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59588 members 
Mstep: Class 4 contains 40009 members 
Mstep: Class 5 contains 18567 members 
Mstep: Class 6 contains 161469 members 
Mstep: Class 7 contains 25549 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 104544 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 19807 members 
Mstep: Class 12 contains 302885 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 51192 members 
Mstep: Class 15 contains 106597 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 130168 members 
Mstep: Class 18 contains 26666 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 39714 members 
Entering Unmasked Estep 
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Iteration 253Q: 22 clusters Score -4.694876e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59701 members 
Mstep: Class 4 contains 39892 members 
Mstep: Class 5 contains 18604 members 
Mstep: Class 6 contains 161006 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 104421 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 19818 members 
Mstep: Class 12 contains 303020 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 14 contains 51230 members 
Mstep: Class 15 contains 106592 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 130601 members 
Mstep: Class 18 contains 26657 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 39712 members 
Entering Unmasked Estep 
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Iteration 254Q: 22 clusters Score -4.694883e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59801 members 
Mstep: Class 4 contains 39793 members 
Mstep: Class 5 contains 18635 members 
Mstep: Class 6 contains 160532 members 
Mstep: Class 7 contains 25473 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 104260 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 303125 members 
Mstep: Class 13 contains 8894 members 
Mstep: Class 14 contains 51278 members 
Mstep: Class 15 contains 106612 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 131053 members 
Mstep: Class 18 contains 26662 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 39709 members 
Entering Unmasked Estep 
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Iteration 255Q: 22 clusters Score -4.694894e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 59902 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 18657 members 
Mstep: Class 6 contains 160027 members 
Mstep: Class 7 contains 25450 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 104105 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 19818 members 
Mstep: Class 12 contains 303300 members 
Mstep: Class 13 contains 8900 members 
Mstep: Class 14 contains 51313 members 
Mstep: Class 15 contains 106609 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 131470 members 
Mstep: Class 18 contains 26666 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 39708 members 
Entering Unmasked Estep 
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Iteration 256Q: 22 clusters Score -4.694879e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60006 members 
Mstep: Class 4 contains 39739 members 
Mstep: Class 5 contains 18676 members 
Mstep: Class 6 contains 159482 members 
Mstep: Class 7 contains 25419 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103963 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 19811 members 
Mstep: Class 12 contains 303433 members 
Mstep: Class 13 contains 8909 members 
Mstep: Class 14 contains 51360 members 
Mstep: Class 15 contains 106542 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 131933 members 
Mstep: Class 18 contains 26671 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 39716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948808.000000 Penalty: 13305.507812
Iteration 257Q: 22 clusters Score -4.694881e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60083 members 
Mstep: Class 4 contains 39702 members 
Mstep: Class 5 contains 18698 members 
Mstep: Class 6 contains 158975 members 
Mstep: Class 7 contains 25389 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 103856 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 19805 members 
Mstep: Class 12 contains 303505 members 
Mstep: Class 13 contains 8915 members 
Mstep: Class 14 contains 51406 members 
Mstep: Class 15 contains 106492 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 132422 members 
Mstep: Class 18 contains 26673 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 39720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948852.000000 Penalty: 13305.507812
Iteration 258Q: 22 clusters Score -4.694885e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60155 members 
Mstep: Class 4 contains 39623 members 
Mstep: Class 5 contains 18723 members 
Mstep: Class 6 contains 158530 members 
Mstep: Class 7 contains 25359 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103718 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 19796 members 
Mstep: Class 12 contains 303554 members 
Mstep: Class 13 contains 8925 members 
Mstep: Class 14 contains 51452 members 
Mstep: Class 15 contains 106487 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 132921 members 
Mstep: Class 18 contains 26676 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 39728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948992.000000 Penalty: 13305.507812
Iteration 259Q: 22 clusters Score -4.694899e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60236 members 
Mstep: Class 4 contains 39525 members 
Mstep: Class 5 contains 18748 members 
Mstep: Class 6 contains 158138 members 
Mstep: Class 7 contains 25336 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103607 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 303573 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 51485 members 
Mstep: Class 15 contains 106459 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 133407 members 
Mstep: Class 18 contains 26680 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 39740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948804.000000 Penalty: 13305.507812
Iteration 260F: 22 clusters Score -4.69488e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60334 members 
Mstep: Class 4 contains 39469 members 
Mstep: Class 5 contains 18772 members 
Mstep: Class 6 contains 157761 members 
Mstep: Class 7 contains 25310 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103506 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 11 contains 19783 members 
Mstep: Class 12 contains 303609 members 
Mstep: Class 13 contains 8928 members 
Mstep: Class 14 contains 51511 members 
Mstep: Class 15 contains 106419 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 133823 members 
Mstep: Class 18 contains 26682 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 39759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948780.000000 Penalty: 13305.507812
Iteration 261Q: 22 clusters Score -4.694878e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60428 members 
Mstep: Class 4 contains 39378 members 
Mstep: Class 5 contains 18798 members 
Mstep: Class 6 contains 157367 members 
Mstep: Class 7 contains 25269 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103407 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 19774 members 
Mstep: Class 12 contains 303730 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 51551 members 
Mstep: Class 15 contains 106391 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 134206 members 
Mstep: Class 18 contains 26685 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 39770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948920.000000 Penalty: 13305.507812
Iteration 262Q: 22 clusters Score -4.694892e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60508 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 25233 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 103319 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 19767 members 
Mstep: Class 12 contains 303818 members 
Mstep: Class 13 contains 8928 members 
Mstep: Class 14 contains 51584 members 
Mstep: Class 15 contains 106347 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 134579 members 
Mstep: Class 18 contains 26699 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 39775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948996.000000 Penalty: 13305.507812
Iteration 263Q: 22 clusters Score -4.6949e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60586 members 
Mstep: Class 4 contains 39271 members 
Mstep: Class 5 contains 18838 members 
Mstep: Class 6 contains 156660 members 
Mstep: Class 7 contains 25191 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 103235 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 303867 members 
Mstep: Class 13 contains 8938 members 
Mstep: Class 14 contains 51628 members 
Mstep: Class 15 contains 106271 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 134950 members 
Mstep: Class 18 contains 26710 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 39792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949120.000000 Penalty: 13305.507812
Iteration 264Q: 22 clusters Score -4.694912e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60673 members 
Mstep: Class 4 contains 39282 members 
Mstep: Class 5 contains 18859 members 
Mstep: Class 6 contains 156324 members 
Mstep: Class 7 contains 25160 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 103156 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 303902 members 
Mstep: Class 13 contains 8950 members 
Mstep: Class 14 contains 51659 members 
Mstep: Class 15 contains 106168 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 135301 members 
Mstep: Class 18 contains 26716 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 39793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949416.000000 Penalty: 13305.507812
Iteration 265Q: 22 clusters Score -4.694942e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60745 members 
Mstep: Class 4 contains 39181 members 
Mstep: Class 5 contains 18884 members 
Mstep: Class 6 contains 156073 members 
Mstep: Class 7 contains 25119 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 103066 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 303899 members 
Mstep: Class 13 contains 8958 members 
Mstep: Class 14 contains 51700 members 
Mstep: Class 15 contains 106139 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 135679 members 
Mstep: Class 18 contains 26716 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 39787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949320.000000 Penalty: 13305.507812
Iteration 266Q: 22 clusters Score -4.694932e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60811 members 
Mstep: Class 4 contains 39222 members 
Mstep: Class 5 contains 18911 members 
Mstep: Class 6 contains 155718 members 
Mstep: Class 7 contains 25083 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 102993 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 19769 members 
Mstep: Class 12 contains 303927 members 
Mstep: Class 13 contains 8964 members 
Mstep: Class 14 contains 51734 members 
Mstep: Class 15 contains 106019 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 136065 members 
Mstep: Class 18 contains 26703 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 39796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949288.000000 Penalty: 13305.507812
Iteration 267Q: 22 clusters Score -4.694929e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60887 members 
Mstep: Class 4 contains 39251 members 
Mstep: Class 5 contains 18934 members 
Mstep: Class 6 contains 155306 members 
Mstep: Class 7 contains 25053 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 102894 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 19775 members 
Mstep: Class 12 contains 304023 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 51752 members 
Mstep: Class 15 contains 105951 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 136412 members 
Mstep: Class 18 contains 26700 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 39804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949328.000000 Penalty: 13305.507812
Iteration 268Q: 22 clusters Score -4.694933e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 60971 members 
Mstep: Class 4 contains 39296 members 
Mstep: Class 5 contains 18955 members 
Mstep: Class 6 contains 154939 members 
Mstep: Class 7 contains 25022 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 102801 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 19782 members 
Mstep: Class 12 contains 304060 members 
Mstep: Class 13 contains 8972 members 
Mstep: Class 14 contains 51778 members 
Mstep: Class 15 contains 105861 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 136779 members 
Mstep: Class 18 contains 26695 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 39802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949148.000000 Penalty: 13305.507812
Iteration 269Q: 22 clusters Score -4.694915e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61066 members 
Mstep: Class 4 contains 39316 members 
Mstep: Class 5 contains 18974 members 
Mstep: Class 6 contains 154577 members 
Mstep: Class 7 contains 24995 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 102699 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 19795 members 
Mstep: Class 12 contains 304076 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 51795 members 
Mstep: Class 15 contains 105816 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 137139 members 
Mstep: Class 18 contains 26687 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 39801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949116.000000 Penalty: 13305.507812
Iteration 270Q: 22 clusters Score -4.694912e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61177 members 
Mstep: Class 4 contains 39335 members 
Mstep: Class 5 contains 18991 members 
Mstep: Class 6 contains 154213 members 
Mstep: Class 7 contains 24967 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 102606 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 19799 members 
Mstep: Class 12 contains 304167 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 51804 members 
Mstep: Class 15 contains 105779 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 137409 members 
Mstep: Class 18 contains 26683 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 39799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949116.000000 Penalty: 13305.507812
Iteration 271Q: 22 clusters Score -4.694912e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61261 members 
Mstep: Class 4 contains 39343 members 
Mstep: Class 5 contains 19013 members 
Mstep: Class 6 contains 153896 members 
Mstep: Class 7 contains 24946 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 102514 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 19803 members 
Mstep: Class 12 contains 304222 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 51804 members 
Mstep: Class 15 contains 105756 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 137702 members 
Mstep: Class 18 contains 26675 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 39799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949164.000000 Penalty: 13305.507812
Iteration 272Q: 22 clusters Score -4.694916e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61340 members 
Mstep: Class 4 contains 39364 members 
Mstep: Class 5 contains 19029 members 
Mstep: Class 6 contains 153606 members 
Mstep: Class 7 contains 24915 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 102460 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 19815 members 
Mstep: Class 12 contains 304244 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 51804 members 
Mstep: Class 15 contains 105678 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 138012 members 
Mstep: Class 18 contains 26668 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 39793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949208.000000 Penalty: 13305.507812
Iteration 273Q: 22 clusters Score -4.694921e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61410 members 
Mstep: Class 4 contains 39328 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 6 contains 153372 members 
Mstep: Class 7 contains 24880 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 102379 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 304255 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 51819 members 
Mstep: Class 15 contains 105652 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 138311 members 
Mstep: Class 18 contains 26664 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 39789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949344.000000 Penalty: 13305.507812
Iteration 274Q: 22 clusters Score -4.694934e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61474 members 
Mstep: Class 4 contains 39330 members 
Mstep: Class 5 contains 19077 members 
Mstep: Class 6 contains 153119 members 
Mstep: Class 7 contains 24850 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 102269 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 304322 members 
Mstep: Class 13 contains 8975 members 
Mstep: Class 14 contains 51843 members 
Mstep: Class 15 contains 105613 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 138569 members 
Mstep: Class 18 contains 26669 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 39792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949220.000000 Penalty: 13305.507812
Iteration 275Q: 22 clusters Score -4.694922e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61553 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 19114 members 
Mstep: Class 6 contains 152965 members 
Mstep: Class 7 contains 24818 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 102171 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 304347 members 
Mstep: Class 13 contains 8975 members 
Mstep: Class 14 contains 51856 members 
Mstep: Class 15 contains 105587 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 138831 members 
Mstep: Class 18 contains 26655 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 39788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949144.000000 Penalty: 13305.507812
Iteration 276Q: 22 clusters Score -4.694914e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61638 members 
Mstep: Class 4 contains 39155 members 
Mstep: Class 5 contains 19146 members 
Mstep: Class 6 contains 152834 members 
Mstep: Class 7 contains 24778 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 102045 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 19825 members 
Mstep: Class 12 contains 304361 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 51888 members 
Mstep: Class 15 contains 105597 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 139078 members 
Mstep: Class 18 contains 26643 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 39783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949040.000000 Penalty: 13305.507812
Iteration 277Q: 22 clusters Score -4.694904e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61719 members 
Mstep: Class 4 contains 39077 members 
Mstep: Class 5 contains 19179 members 
Mstep: Class 6 contains 152687 members 
Mstep: Class 7 contains 24732 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 101917 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 304400 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 51929 members 
Mstep: Class 15 contains 105588 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 139304 members 
Mstep: Class 18 contains 26636 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 39778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949052.000000 Penalty: 13305.507812
Iteration 278Q: 22 clusters Score -4.694905e+07 nChanged 1577
Entering ConstructFrom: 
Score: -46949052.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -185187.250000 Penalty: 381.352478
	Iteration 0F: 2 clusters Score -185187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -182264.812500 Penalty: 762.704956
	Iteration 0F: 3 clusters Score -182264.8 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -183574.500000 Penalty: 762.704956
	Iteration 1F: 3 clusters Score -183574.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -183844.234375 Penalty: 762.704956
	Iteration 2F: 3 clusters Score -183844.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -184136.125000 Penalty: 762.704956
	Iteration 3F: 3 clusters Score -184136.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -184376.296875 Penalty: 762.704956
	Iteration 4F: 3 clusters Score -184376.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -184583.156250 Penalty: 762.704956
	Iteration 5F: 3 clusters Score -184583.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -184678.500000 Penalty: 762.704956
	Iteration 6Q: 3 clusters Score -184678.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -184706.375000 Penalty: 762.704956
	Iteration 7Q: 3 clusters Score -184706.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -184719.578125 Penalty: 762.704956
	Iteration 8Q: 3 clusters Score -184719.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -184732.765625 Penalty: 762.704956
	Iteration 9Q: 3 clusters Score -184732.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -184740.250000 Penalty: 762.704956
	Iteration 10Q: 3 clusters Score -184740.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -184747.046875 Penalty: 762.704956
	Iteration 11Q: 3 clusters Score -184747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -184751.468750 Penalty: 762.704956
	Iteration 12Q: 3 clusters Score -184751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -184755.328125 Penalty: 762.704956
	Iteration 13Q: 3 clusters Score -184755.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -184758.281250 Penalty: 762.704956
	Iteration 14Q: 3 clusters Score -184758.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -184761.593750 Penalty: 762.704956
	Iteration 15Q: 3 clusters Score -184761.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -184766.859375 Penalty: 762.704956
	Iteration 16Q: 3 clusters Score -184766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -184771.218750 Penalty: 762.704956
	Iteration 17Q: 3 clusters Score -184771.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -184776.218750 Penalty: 762.704956
	Iteration 18Q: 3 clusters Score -184776.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -184783.234375 Penalty: 762.704956
	Iteration 19Q: 3 clusters Score -184783.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -184798.781250 Penalty: 762.704956
	Iteration 20F: 3 clusters Score -184798.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -184822.625000 Penalty: 762.704956
	Iteration 21Q: 3 clusters Score -184822.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -184852.265625 Penalty: 762.704956
	Iteration 22Q: 3 clusters Score -184852.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -184875.703125 Penalty: 762.704956
	Iteration 23Q: 3 clusters Score -184875.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -184900.984375 Penalty: 762.704956
	Iteration 24Q: 3 clusters Score -184901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -184924.125000 Penalty: 762.704956
	Iteration 25Q: 3 clusters Score -184924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -184938.906250 Penalty: 762.704956
	Iteration 26Q: 3 clusters Score -184938.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -184948.984375 Penalty: 762.704956
	Iteration 27Q: 3 clusters Score -184949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -184953.453125 Penalty: 762.704956
	Iteration 28Q: 3 clusters Score -184953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -184960.343750 Penalty: 762.704956
	Iteration 29Q: 3 clusters Score -184960.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -184967.234375 Penalty: 762.704956
	Iteration 30Q: 3 clusters Score -184967.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -184973.046875 Penalty: 762.704956
	Iteration 31Q: 3 clusters Score -184973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -184979.125000 Penalty: 762.704956
	Iteration 32Q: 3 clusters Score -184979.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -184984.484375 Penalty: 762.704956
	Iteration 33Q: 3 clusters Score -184984.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -184989.890625 Penalty: 762.704956
	Iteration 34Q: 3 clusters Score -184989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -184993.828125 Penalty: 762.704956
	Iteration 35Q: 3 clusters Score -184993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -184997.640625 Penalty: 762.704956
	Iteration 36Q: 3 clusters Score -184997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -185001.328125 Penalty: 762.704956
	Iteration 37Q: 3 clusters Score -185001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -185003.234375 Penalty: 762.704956
	Iteration 38Q: 3 clusters Score -185003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -185004.328125 Penalty: 762.704956
	Iteration 39Q: 3 clusters Score -185004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -185006.640625 Penalty: 762.704956
	Iteration 40F: 3 clusters Score -185006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -185007.546875 Penalty: 762.704956
	Iteration 41Q: 3 clusters Score -185007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -185008.625000 Penalty: 762.704956
	Iteration 42Q: 3 clusters Score -185008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -185010.515625 Penalty: 762.704956
	Iteration 43Q: 3 clusters Score -185010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -185010.984375 Penalty: 762.704956
	Iteration 44Q: 3 clusters Score -185011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -185011.437500 Penalty: 762.704956
	Iteration 45Q: 3 clusters Score -185011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -185012.531250 Penalty: 762.704956
	Iteration 46Q: 3 clusters Score -185012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -185014.109375 Penalty: 762.704956
	Iteration 47Q: 3 clusters Score -185014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -185016.296875 Penalty: 762.704956
	Iteration 48Q: 3 clusters Score -185016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -185016.671875 Penalty: 762.704956
	Iteration 49Q: 3 clusters Score -185016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -185016.796875 Penalty: 762.704956
	Iteration 50Q: 3 clusters Score -185016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -185016.796875 Penalty: 762.704956
	Iteration 51F: 3 clusters Score -185016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8178.247559 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8178.248 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 115 members 
Entering Unmasked Estep 
Score: -7888.918457 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7888.918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7998.583008 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -7998.583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8172.838379 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8172.838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8223.936523 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -8223.937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8248.436523 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -8248.437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8253.678711 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8253.679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8263.189453 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8263.189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8264.031250 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8264.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8264.031250 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -8264.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 203 members 
Mstep: Class 3 contains 61804 members 
Mstep: Class 4 contains 39065 members 
Mstep: Class 5 contains 19204 members 
Mstep: Class 6 contains 152538 members 
Mstep: Class 7 contains 24692 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 101827 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 304409 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 51965 members 
Mstep: Class 15 contains 105496 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 139528 members 
Mstep: Class 18 contains 26637 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 39778 members 
Mstep: Class 22 contains 67 members 
Entering Unmasked Estep 
Score: -46948832.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46949052.000000 to -46948832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (61804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Entering Unmasked Estep 
Score: -2737529.500000 Penalty: 501.943390
	Iteration 0F: 2 clusters Score -2737530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -2695744.500000 Penalty: 1003.886780
	Iteration 0F: 3 clusters Score -2695744 nChanged 30178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2713500.000000 Penalty: 1003.886780
	Iteration 1F: 3 clusters Score -2713500 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -2714104.500000 Penalty: 1003.886780
	Iteration 2Q: 3 clusters Score -2714104 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -2714912.250000 Penalty: 1003.886780
	Iteration 3Q: 3 clusters Score -2714912 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -2716000.000000 Penalty: 1003.886780
	Iteration 4Q: 3 clusters Score -2716000 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -2717421.500000 Penalty: 1003.886780
	Iteration 5Q: 3 clusters Score -2717422 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -2719286.000000 Penalty: 1003.886780
	Iteration 6F: 3 clusters Score -2719286 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -2721982.250000 Penalty: 1003.886780
	Iteration 7F: 3 clusters Score -2721982 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -2725198.000000 Penalty: 1003.886780
	Iteration 8F: 3 clusters Score -2725198 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -2727653.000000 Penalty: 1003.886780
	Iteration 9F: 3 clusters Score -2727653 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2729131.000000 Penalty: 1003.886780
	Iteration 10Q: 3 clusters Score -2729131 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -2730278.000000 Penalty: 1003.886780
	Iteration 11Q: 3 clusters Score -2730278 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -2731507.000000 Penalty: 1003.886780
	Iteration 12Q: 3 clusters Score -2731507 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2732815.500000 Penalty: 1003.886780
	Iteration 13Q: 3 clusters Score -2732816 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -2734042.500000 Penalty: 1003.886780
	Iteration 14Q: 3 clusters Score -2734042 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -2735130.500000 Penalty: 1003.886780
	Iteration 15Q: 3 clusters Score -2735130 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -2736001.500000 Penalty: 1003.886780
	Iteration 16Q: 3 clusters Score -2736002 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -2736547.500000 Penalty: 1003.886780
	Iteration 17Q: 3 clusters Score -2736548 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -2736828.750000 Penalty: 1003.886780
	Iteration 18Q: 3 clusters Score -2736829 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2736952.250000 Penalty: 1003.886780
	Iteration 19Q: 3 clusters Score -2736952 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -2737049.000000 Penalty: 1003.886780
	Iteration 20F: 3 clusters Score -2737049 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -2737085.500000 Penalty: 1003.886780
	Iteration 21Q: 3 clusters Score -2737086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -2737100.750000 Penalty: 1003.886780
	Iteration 22Q: 3 clusters Score -2737101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -2737107.250000 Penalty: 1003.886780
	Iteration 23Q: 3 clusters Score -2737107 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -2737116.750000 Penalty: 1003.886780
	Iteration 24Q: 3 clusters Score -2737117 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -2737127.500000 Penalty: 1003.886780
	Iteration 25Q: 3 clusters Score -2737128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -2737126.250000 Penalty: 1003.886780
	Iteration 26Q: 3 clusters Score -2737126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -2737134.250000 Penalty: 1003.886780
	Iteration 27Q: 3 clusters Score -2737134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2737134.500000 Penalty: 1003.886780
	Iteration 28Q: 3 clusters Score -2737134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -2737137.250000 Penalty: 1003.886780
	Iteration 29Q: 3 clusters Score -2737137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -2737132.500000 Penalty: 1003.886780
	Iteration 30Q: 3 clusters Score -2737132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -2737133.250000 Penalty: 1003.886780
	Iteration 31Q: 3 clusters Score -2737133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -2737134.000000 Penalty: 1003.886780
	Iteration 32Q: 3 clusters Score -2737134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -2737132.250000 Penalty: 1003.886780
	Iteration 33Q: 3 clusters Score -2737132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -2737134.000000 Penalty: 1003.886780
	Iteration 34Q: 3 clusters Score -2737134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -2737133.750000 Penalty: 1003.886780
	Iteration 35Q: 3 clusters Score -2737134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -2737132.000000 Penalty: 1003.886780
	Iteration 36Q: 3 clusters Score -2737132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2737127.750000 Penalty: 1003.886780
	Iteration 37Q: 3 clusters Score -2737128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2737125.250000 Penalty: 1003.886780
	Iteration 38Q: 3 clusters Score -2737125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -2737123.250000 Penalty: 1003.886780
	Iteration 39Q: 3 clusters Score -2737123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -2737125.750000 Penalty: 1003.886780
	Iteration 40F: 3 clusters Score -2737126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2737124 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2737123 nChanged 18
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Mstep: Class 1 contains 29721 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2737124 nChanged 22
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -2737121.750000 Penalty: 1003.886780
	Iteration 44Q: 3 clusters Score -2737122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2737124 nChanged 16
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2737117 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2737122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2737125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2737123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2737122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2737122 nChanged 3
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2737120 nChanged 4
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Mstep: Class 1 contains 29613 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2737121 nChanged 6
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Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2737122 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -2737127.000000 Penalty: 1003.886780
	Iteration 55Q: 3 clusters Score -2737127 nChanged 9
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Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -2737134.750000 Penalty: 1003.886780
	Iteration 56Q: 3 clusters Score -2737135 nChanged 13
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Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2737136 nChanged 11
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Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2737132 nChanged 10
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Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2737131 nChanged 8
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Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2737126 nChanged 6
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Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2737129 nChanged 8
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Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2737130 nChanged 9
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	Iteration 63Q: 3 clusters Score -2737135 nChanged 11
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	Iteration 64Q: 3 clusters Score -2737134 nChanged 19
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	Iteration 65Q: 3 clusters Score -2737132 nChanged 19
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2737132 nChanged 17
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	Iteration 68Q: 3 clusters Score -2737138 nChanged 16
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	Iteration 72Q: 3 clusters Score -2737133 nChanged 14
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	Iteration 78Q: 3 clusters Score -2737121 nChanged 10
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	Iteration 79Q: 3 clusters Score -2737126 nChanged 8
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	Iteration 82Q: 3 clusters Score -2737125 nChanged 13
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	Iteration 94Q: 3 clusters Score -2737141 nChanged 31
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	Iteration 99Q: 3 clusters Score -2737161 nChanged 35
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	Iteration 100F: 3 clusters Score -2737162 nChanged 35
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	Iteration 101Q: 3 clusters Score -2737158 nChanged 31
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	Iteration 102Q: 3 clusters Score -2737158 nChanged 32
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	Iteration 103Q: 3 clusters Score -2737157 nChanged 37
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	Iteration 104Q: 3 clusters Score -2737163 nChanged 26
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	Iteration 106Q: 3 clusters Score -2737162 nChanged 20
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	Iteration 108Q: 3 clusters Score -2737164 nChanged 26
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	Iteration 109Q: 3 clusters Score -2737162 nChanged 31
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	Iteration 110Q: 3 clusters Score -2737163 nChanged 34
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	Iteration 111Q: 3 clusters Score -2737164 nChanged 22
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	Iteration 112Q: 3 clusters Score -2737164 nChanged 18
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	Iteration 113Q: 3 clusters Score -2737162 nChanged 21
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	Iteration 114Q: 3 clusters Score -2737160 nChanged 16
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	Iteration 115Q: 3 clusters Score -2737159 nChanged 23
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	Iteration 116Q: 3 clusters Score -2737153 nChanged 22
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	Iteration 118Q: 3 clusters Score -2737160 nChanged 22
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	Iteration 119Q: 3 clusters Score -2737165 nChanged 18
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	Iteration 120F: 3 clusters Score -2737161 nChanged 14
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	Iteration 121Q: 3 clusters Score -2737162 nChanged 16
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	Iteration 122Q: 3 clusters Score -2737156 nChanged 16
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	Iteration 123Q: 3 clusters Score -2737162 nChanged 22
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	Iteration 124Q: 3 clusters Score -2737167 nChanged 22
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	Iteration 125Q: 3 clusters Score -2737166 nChanged 22
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	Iteration 126Q: 3 clusters Score -2737168 nChanged 17
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	Iteration 127Q: 3 clusters Score -2737168 nChanged 18
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	Iteration 128Q: 3 clusters Score -2737163 nChanged 17
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	Iteration 129Q: 3 clusters Score -2737162 nChanged 12
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	Iteration 130Q: 3 clusters Score -2737160 nChanged 12
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	Iteration 131Q: 3 clusters Score -2737156 nChanged 11
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2737161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -2737161.250000 Penalty: 1003.886780
	Iteration 133Q: 3 clusters Score -2737161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -2737161.750000 Penalty: 1003.886780
	Iteration 134Q: 3 clusters Score -2737162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -2737165.500000 Penalty: 1003.886780
	Iteration 135Q: 3 clusters Score -2737166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -2737165.000000 Penalty: 1003.886780
	Iteration 136Q: 3 clusters Score -2737165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -2737166.750000 Penalty: 1003.886780
	Iteration 137Q: 3 clusters Score -2737167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -2737166.750000 Penalty: 1003.886780
	Iteration 138F: 3 clusters Score -2737167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Entering Unmasked Estep 
Score: -1808567.000000 Penalty: 481.070679
	Iteration 0F: 2 clusters Score -1808567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1782495.750000 Penalty: 962.141357
	Iteration 0F: 3 clusters Score -1782496 nChanged 18755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1795020.375000 Penalty: 962.141357
	Iteration 1F: 3 clusters Score -1795020 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1796835.000000 Penalty: 962.141357
	Iteration 2F: 3 clusters Score -1796835 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1799495.375000 Penalty: 962.141357
	Iteration 3F: 3 clusters Score -1799495 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1802624.625000 Penalty: 962.141357
	Iteration 4F: 3 clusters Score -1802625 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1804989.125000 Penalty: 962.141357
	Iteration 5F: 3 clusters Score -1804989 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1806338.750000 Penalty: 962.141357
	Iteration 6Q: 3 clusters Score -1806339 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1807091.625000 Penalty: 962.141357
	Iteration 7Q: 3 clusters Score -1807092 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1807501.125000 Penalty: 962.141357
	Iteration 8Q: 3 clusters Score -1807501 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1807743.875000 Penalty: 962.141357
	Iteration 9Q: 3 clusters Score -1807744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1807893.500000 Penalty: 962.141357
	Iteration 10Q: 3 clusters Score -1807894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1807973.500000 Penalty: 962.141357
	Iteration 11Q: 3 clusters Score -1807974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1808024.750000 Penalty: 962.141357
	Iteration 12Q: 3 clusters Score -1808025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1808058.500000 Penalty: 962.141357
	Iteration 13Q: 3 clusters Score -1808058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1808100.500000 Penalty: 962.141357
	Iteration 14Q: 3 clusters Score -1808100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1808127.375000 Penalty: 962.141357
	Iteration 15Q: 3 clusters Score -1808127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1808141.250000 Penalty: 962.141357
	Iteration 16Q: 3 clusters Score -1808141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1808150.500000 Penalty: 962.141357
	Iteration 17Q: 3 clusters Score -1808150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1808155.375000 Penalty: 962.141357
	Iteration 18Q: 3 clusters Score -1808155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1808157.875000 Penalty: 962.141357
	Iteration 19Q: 3 clusters Score -1808158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1808160.750000 Penalty: 962.141357
	Iteration 20F: 3 clusters Score -1808161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Entering Unmasked Estep 
Score: -830654.500000 Penalty: 448.760773
	Iteration 0F: 2 clusters Score -830654.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -817876.062500 Penalty: 897.521545
	Iteration 0F: 3 clusters Score -817876.1 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -823072.937500 Penalty: 897.521545
	Iteration 1F: 3 clusters Score -823072.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -823613.875000 Penalty: 897.521545
	Iteration 2F: 3 clusters Score -823613.9 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -824479.312500 Penalty: 897.521545
	Iteration 3F: 3 clusters Score -824479.3 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -825720.687500 Penalty: 897.521545
	Iteration 4F: 3 clusters Score -825720.7 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -827216.187500 Penalty: 897.521545
	Iteration 5F: 3 clusters Score -827216.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -828594.062500 Penalty: 897.521545
	Iteration 6F: 3 clusters Score -828594.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -829484.437500 Penalty: 897.521545
	Iteration 7Q: 3 clusters Score -829484.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -829916.125000 Penalty: 897.521545
	Iteration 8Q: 3 clusters Score -829916.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -830120.625000 Penalty: 897.521545
	Iteration 9Q: 3 clusters Score -830120.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -830216.000000 Penalty: 897.521545
	Iteration 10Q: 3 clusters Score -830216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -830262.937500 Penalty: 897.521545
	Iteration 11Q: 3 clusters Score -830262.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -830280.625000 Penalty: 897.521545
	Iteration 12Q: 3 clusters Score -830280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -830286.687500 Penalty: 897.521545
	Iteration 13Q: 3 clusters Score -830286.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -830292.687500 Penalty: 897.521545
	Iteration 14Q: 3 clusters Score -830292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -830294.250000 Penalty: 897.521545
	Iteration 15Q: 3 clusters Score -830294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -830295.625000 Penalty: 897.521545
	Iteration 16Q: 3 clusters Score -830295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -830298.625000 Penalty: 897.521545
	Iteration 17Q: 3 clusters Score -830298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -830298.625000 Penalty: 897.521545
	Iteration 18F: 3 clusters Score -830298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Entering Unmasked Estep 
Score: -6885689.500000 Penalty: 543.050171
	Iteration 0F: 2 clusters Score -6885690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -6782240.500000 Penalty: 1086.100342
	Iteration 0F: 3 clusters Score -6782240 nChanged 74806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -6826726.500000 Penalty: 1086.100342
	Iteration 1F: 3 clusters Score -6826726 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -6827213.000000 Penalty: 1086.100342
	Iteration 2Q: 3 clusters Score -6827213 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -6827833.500000 Penalty: 1086.100342
	Iteration 3Q: 3 clusters Score -6827834 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -6828560.000000 Penalty: 1086.100342
	Iteration 4Q: 3 clusters Score -6828560 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -6829515.000000 Penalty: 1086.100342
	Iteration 5Q: 3 clusters Score -6829515 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -6830744.000000 Penalty: 1086.100342
	Iteration 6Q: 3 clusters Score -6830744 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -6832663.500000 Penalty: 1086.100342
	Iteration 7Q: 3 clusters Score -6832664 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -6835701.500000 Penalty: 1086.100342
	Iteration 8Q: 3 clusters Score -6835702 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -6840869.000000 Penalty: 1086.100342
	Iteration 9F: 3 clusters Score -6840869 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -6849090.500000 Penalty: 1086.100342
	Iteration 10F: 3 clusters Score -6849090 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -6859495.500000 Penalty: 1086.100342
	Iteration 11F: 3 clusters Score -6859496 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -6869486.000000 Penalty: 1086.100342
	Iteration 12F: 3 clusters Score -6869486 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
Score: -6876438.000000 Penalty: 1086.100342
	Iteration 13Q: 3 clusters Score -6876438 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -6880435.000000 Penalty: 1086.100342
	Iteration 14Q: 3 clusters Score -6880435 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -6882626.000000 Penalty: 1086.100342
	Iteration 15Q: 3 clusters Score -6882626 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -6883829.000000 Penalty: 1086.100342
	Iteration 16Q: 3 clusters Score -6883829 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -6884474.000000 Penalty: 1086.100342
	Iteration 17Q: 3 clusters Score -6884474 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -6884779.000000 Penalty: 1086.100342
	Iteration 18Q: 3 clusters Score -6884779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -6884991.500000 Penalty: 1086.100342
	Iteration 19Q: 3 clusters Score -6884992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -6885073.500000 Penalty: 1086.100342
	Iteration 20F: 3 clusters Score -6885074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -6885130.500000 Penalty: 1086.100342
	Iteration 21Q: 3 clusters Score -6885130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -6885155.500000 Penalty: 1086.100342
	Iteration 22Q: 3 clusters Score -6885156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -6885168.500000 Penalty: 1086.100342
	Iteration 23Q: 3 clusters Score -6885168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152351 members 
Entering Unmasked Estep 
Score: -6885187.000000 Penalty: 1086.100342
	Iteration 24Q: 3 clusters Score -6885187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -6885202.500000 Penalty: 1086.100342
	Iteration 25Q: 3 clusters Score -6885202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -6885200.500000 Penalty: 1086.100342
	Iteration 26Q: 3 clusters Score -6885200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -6885206.500000 Penalty: 1086.100342
	Iteration 27Q: 3 clusters Score -6885206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 152388 members 
Entering Unmasked Estep 
Score: -6885210.000000 Penalty: 1086.100342
	Iteration 28Q: 3 clusters Score -6885210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -6885219.500000 Penalty: 1086.100342
	Iteration 29Q: 3 clusters Score -6885220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -6885212.500000 Penalty: 1086.100342
	Iteration 30Q: 3 clusters Score -6885212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -6885219.500000 Penalty: 1086.100342
	Iteration 31Q: 3 clusters Score -6885220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -6885222.000000 Penalty: 1086.100342
	Iteration 32Q: 3 clusters Score -6885222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -6885226.500000 Penalty: 1086.100342
	Iteration 33Q: 3 clusters Score -6885226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -6885226.000000 Penalty: 1086.100342
	Iteration 34Q: 3 clusters Score -6885226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -6885226.000000 Penalty: 1086.100342
	Iteration 35F: 3 clusters Score -6885226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Entering Unmasked Estep 
Score: -1079388.625000 Penalty: 460.197693
	Iteration 0F: 2 clusters Score -1079389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1062917.000000 Penalty: 920.395386
	Iteration 0F: 3 clusters Score -1062917 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1070140.625000 Penalty: 920.395386
	Iteration 1F: 3 clusters Score -1070141 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1070991.750000 Penalty: 920.395386
	Iteration 2F: 3 clusters Score -1070992 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1072313.500000 Penalty: 920.395386
	Iteration 3F: 3 clusters Score -1072314 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1074134.125000 Penalty: 920.395386
	Iteration 4F: 3 clusters Score -1074134 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1076004.125000 Penalty: 920.395386
	Iteration 5F: 3 clusters Score -1076004 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1077392.875000 Penalty: 920.395386
	Iteration 6F: 3 clusters Score -1077393 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1078209.000000 Penalty: 920.395386
	Iteration 7Q: 3 clusters Score -1078209 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -1078631.875000 Penalty: 920.395386
	Iteration 8Q: 3 clusters Score -1078632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -1078851.250000 Penalty: 920.395386
	Iteration 9Q: 3 clusters Score -1078851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -1078929.750000 Penalty: 920.395386
	Iteration 10Q: 3 clusters Score -1078930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -1078960.375000 Penalty: 920.395386
	Iteration 11Q: 3 clusters Score -1078960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -1078982.125000 Penalty: 920.395386
	Iteration 12Q: 3 clusters Score -1078982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -1078989.250000 Penalty: 920.395386
	Iteration 13Q: 3 clusters Score -1078989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -1078993.750000 Penalty: 920.395386
	Iteration 14Q: 3 clusters Score -1078994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -1078995.125000 Penalty: 920.395386
	Iteration 15Q: 3 clusters Score -1078995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -1078996.375000 Penalty: 920.395386
	Iteration 16Q: 3 clusters Score -1078996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -1078998.375000 Penalty: 920.395386
	Iteration 17Q: 3 clusters Score -1078998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -1079001.250000 Penalty: 920.395386
	Iteration 18Q: 3 clusters Score -1079001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -1079001.250000 Penalty: 920.395386
	Iteration 19F: 3 clusters Score -1079001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -40798.371094 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -40798.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39896.140625 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -39896.14 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -40186.539062 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -40186.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -40255.144531 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -40255.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -40308.875000 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -40308.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -40357.738281 Penalty: 638.429810
	Iteration 4F: 3 clusters Score -40357.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -40384.753906 Penalty: 638.429810
	Iteration 5Q: 3 clusters Score -40384.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -40407.691406 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -40407.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -40444.500000 Penalty: 638.429810
	Iteration 7Q: 3 clusters Score -40444.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -40474.625000 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -40474.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40500.750000 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -40500.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -40517.886719 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -40517.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -40531.007812 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -40531.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -40539.285156 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -40539.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -40545.273438 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -40545.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -40549.917969 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -40549.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -40557.675781 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -40557.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -40563.554688 Penalty: 638.429810
	Iteration 16Q: 3 clusters Score -40563.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -40566.847656 Penalty: 638.429810
	Iteration 17Q: 3 clusters Score -40566.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -40569.914062 Penalty: 638.429810
	Iteration 18Q: 3 clusters Score -40569.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -40573.554688 Penalty: 638.429810
	Iteration 19Q: 3 clusters Score -40573.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -40574.964844 Penalty: 638.429810
	Iteration 20F: 3 clusters Score -40574.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -40575.437500 Penalty: 638.429810
	Iteration 21Q: 3 clusters Score -40575.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -40576.214844 Penalty: 638.429810
	Iteration 22Q: 3 clusters Score -40576.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -40576.902344 Penalty: 638.429810
	Iteration 23Q: 3 clusters Score -40576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -40577.230469 Penalty: 638.429810
	Iteration 24Q: 3 clusters Score -40577.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -40577.390625 Penalty: 638.429810
	Iteration 25Q: 3 clusters Score -40577.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -40577.656250 Penalty: 638.429810
	Iteration 26Q: 3 clusters Score -40577.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -40577.843750 Penalty: 638.429810
	Iteration 27Q: 3 clusters Score -40577.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -40577.878906 Penalty: 638.429810
	Iteration 28Q: 3 clusters Score -40577.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -40577.878906 Penalty: 638.429810
	Iteration 29F: 3 clusters Score -40577.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Entering Unmasked Estep 
Score: -4519147.500000 Penalty: 524.661865
	Iteration 0F: 2 clusters Score -4519148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4450226.500000 Penalty: 1049.323730
	Iteration 0F: 3 clusters Score -4450226 nChanged 49793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -4480155.500000 Penalty: 1049.323730
	Iteration 1F: 3 clusters Score -4480156 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -4481458.000000 Penalty: 1049.323730
	Iteration 2Q: 3 clusters Score -4481458 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4484036.000000 Penalty: 1049.323730
	Iteration 3F: 3 clusters Score -4484036 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4489315.000000 Penalty: 1049.323730
	Iteration 4F: 3 clusters Score -4489315 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4498726.500000 Penalty: 1049.323730
	Iteration 5F: 3 clusters Score -4498726 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4509795.500000 Penalty: 1049.323730
	Iteration 6F: 3 clusters Score -4509796 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4516414.500000 Penalty: 1049.323730
	Iteration 7F: 3 clusters Score -4516414 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4518239.000000 Penalty: 1049.323730
	Iteration 8Q: 3 clusters Score -4518239 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4518563.500000 Penalty: 1049.323730
	Iteration 9Q: 3 clusters Score -4518564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4518656.000000 Penalty: 1049.323730
	Iteration 10Q: 3 clusters Score -4518656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4518671.000000 Penalty: 1049.323730
	Iteration 11Q: 3 clusters Score -4518671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4518678.500000 Penalty: 1049.323730
	Iteration 12Q: 3 clusters Score -4518678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4518678.000000 Penalty: 1049.323730
	Iteration 13Q: 3 clusters Score -4518678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4518684.000000 Penalty: 1049.323730
	Iteration 14Q: 3 clusters Score -4518684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4518687.000000 Penalty: 1049.323730
	Iteration 15Q: 3 clusters Score -4518687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4518687.500000 Penalty: 1049.323730
	Iteration 16Q: 3 clusters Score -4518688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4518696.000000 Penalty: 1049.323730
	Iteration 17Q: 3 clusters Score -4518696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4518696.500000 Penalty: 1049.323730
	Iteration 18Q: 3 clusters Score -4518696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4518696.500000 Penalty: 1049.323730
	Iteration 19F: 3 clusters Score -4518696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -409477.562500 Penalty: 416.679138
	Iteration 0F: 2 clusters Score -409477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -403165.062500 Penalty: 833.358276
	Iteration 0F: 3 clusters Score -403165.1 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -405795.375000 Penalty: 833.358276
	Iteration 1F: 3 clusters Score -405795.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -406252.156250 Penalty: 833.358276
	Iteration 2F: 3 clusters Score -406252.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -406850.156250 Penalty: 833.358276
	Iteration 3F: 3 clusters Score -406850.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -407637.218750 Penalty: 833.358276
	Iteration 4F: 3 clusters Score -407637.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -408182.375000 Penalty: 833.358276
	Iteration 5F: 3 clusters Score -408182.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -408445.906250 Penalty: 833.358276
	Iteration 6Q: 3 clusters Score -408445.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -408606.812500 Penalty: 833.358276
	Iteration 7Q: 3 clusters Score -408606.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -408734.187500 Penalty: 833.358276
	Iteration 8Q: 3 clusters Score -408734.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -408884.156250 Penalty: 833.358276
	Iteration 9Q: 3 clusters Score -408884.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -409011.093750 Penalty: 833.358276
	Iteration 10Q: 3 clusters Score -409011.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -409101.375000 Penalty: 833.358276
	Iteration 11Q: 3 clusters Score -409101.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -409173.500000 Penalty: 833.358276
	Iteration 12Q: 3 clusters Score -409173.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -409215.781250 Penalty: 833.358276
	Iteration 13Q: 3 clusters Score -409215.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -409239.468750 Penalty: 833.358276
	Iteration 14Q: 3 clusters Score -409239.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -409254.031250 Penalty: 833.358276
	Iteration 15Q: 3 clusters Score -409254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -409264.406250 Penalty: 833.358276
	Iteration 16Q: 3 clusters Score -409264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -409268.218750 Penalty: 833.358276
	Iteration 17Q: 3 clusters Score -409268.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -409269.437500 Penalty: 833.358276
	Iteration 18Q: 3 clusters Score -409269.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -409270.500000 Penalty: 833.358276
	Iteration 19Q: 3 clusters Score -409270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -409271.218750 Penalty: 833.358276
	Iteration 20F: 3 clusters Score -409271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -409270.937500 Penalty: 833.358276
	Iteration 21Q: 3 clusters Score -409270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -409271.781250 Penalty: 833.358276
	Iteration 22Q: 3 clusters Score -409271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -409271.687500 Penalty: 833.358276
	Iteration 23Q: 3 clusters Score -409271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -409272.343750 Penalty: 833.358276
	Iteration 24Q: 3 clusters Score -409272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -409272.343750 Penalty: 833.358276
	Iteration 25F: 3 clusters Score -409272.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Entering Unmasked Estep 
Score: -848331.375000 Penalty: 450.231750
	Iteration 0F: 2 clusters Score -848331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -835168.875000 Penalty: 900.463501
	Iteration 0F: 3 clusters Score -835168.9 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -840635.875000 Penalty: 900.463501
	Iteration 1F: 3 clusters Score -840635.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -840992.062500 Penalty: 900.463501
	Iteration 2Q: 3 clusters Score -840992.1 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -841533.437500 Penalty: 900.463501
	Iteration 3F: 3 clusters Score -841533.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -842331.250000 Penalty: 900.463501
	Iteration 4F: 3 clusters Score -842331.2 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -843397.437500 Penalty: 900.463501
	Iteration 5F: 3 clusters Score -843397.4 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -844439.687500 Penalty: 900.463501
	Iteration 6F: 3 clusters Score -844439.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -845358.875000 Penalty: 900.463501
	Iteration 7F: 3 clusters Score -845358.9 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -845945.437500 Penalty: 900.463501
	Iteration 8Q: 3 clusters Score -845945.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -846319.875000 Penalty: 900.463501
	Iteration 9Q: 3 clusters Score -846319.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -846648.000000 Penalty: 900.463501
	Iteration 10Q: 3 clusters Score -846648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -846939.812500 Penalty: 900.463501
	Iteration 11Q: 3 clusters Score -846939.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -847212.562500 Penalty: 900.463501
	Iteration 12Q: 3 clusters Score -847212.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -847442.812500 Penalty: 900.463501
	Iteration 13Q: 3 clusters Score -847442.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -847662.000000 Penalty: 900.463501
	Iteration 14Q: 3 clusters Score -847662 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -847860.687500 Penalty: 900.463501
	Iteration 15Q: 3 clusters Score -847860.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -848016.750000 Penalty: 900.463501
	Iteration 16Q: 3 clusters Score -848016.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -848102.000000 Penalty: 900.463501
	Iteration 17Q: 3 clusters Score -848102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -848144.062500 Penalty: 900.463501
	Iteration 18Q: 3 clusters Score -848144.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -848168.062500 Penalty: 900.463501
	Iteration 19Q: 3 clusters Score -848168.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -848186.187500 Penalty: 900.463501
	Iteration 20F: 3 clusters Score -848186.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -848199.437500 Penalty: 900.463501
	Iteration 21Q: 3 clusters Score -848199.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -848210.187500 Penalty: 900.463501
	Iteration 22Q: 3 clusters Score -848210.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -848217.562500 Penalty: 900.463501
	Iteration 23Q: 3 clusters Score -848217.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -848224.500000 Penalty: 900.463501
	Iteration 24Q: 3 clusters Score -848224.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -848237.000000 Penalty: 900.463501
	Iteration 25Q: 3 clusters Score -848237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -848242.875000 Penalty: 900.463501
	Iteration 26Q: 3 clusters Score -848242.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -848251.625000 Penalty: 900.463501
	Iteration 27Q: 3 clusters Score -848251.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -848257.562500 Penalty: 900.463501
	Iteration 28Q: 3 clusters Score -848257.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -848259.437500 Penalty: 900.463501
	Iteration 29Q: 3 clusters Score -848259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -848262.187500 Penalty: 900.463501
	Iteration 30Q: 3 clusters Score -848262.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -848267.562500 Penalty: 900.463501
	Iteration 31Q: 3 clusters Score -848267.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -848274.187500 Penalty: 900.463501
	Iteration 32Q: 3 clusters Score -848274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -848278.125000 Penalty: 900.463501
	Iteration 33Q: 3 clusters Score -848278.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -848278.125000 Penalty: 900.463501
	Iteration 34Q: 3 clusters Score -848278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -848277.687500 Penalty: 900.463501
	Iteration 35Q: 3 clusters Score -848277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -848280.250000 Penalty: 900.463501
	Iteration 36Q: 3 clusters Score -848280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -848283.875000 Penalty: 900.463501
	Iteration 37Q: 3 clusters Score -848283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -848281.312500 Penalty: 900.463501
	Iteration 38Q: 3 clusters Score -848281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -848279.875000 Penalty: 900.463501
	Iteration 39Q: 3 clusters Score -848279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -848282.000000 Penalty: 900.463501
	Iteration 40F: 3 clusters Score -848282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -848283.375000 Penalty: 900.463501
	Iteration 41Q: 3 clusters Score -848283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -848283.750000 Penalty: 900.463501
	Iteration 42Q: 3 clusters Score -848283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -848283.750000 Penalty: 900.463501
	Iteration 43F: 3 clusters Score -848283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (304409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304409 members 
Entering Unmasked Estep 
Score: -13554624.000000 Penalty: 574.488770
	Iteration 0F: 2 clusters Score -1.355462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 152559 members 
Entering Unmasked Estep 
Score: -13351633.000000 Penalty: 1148.977539
	Iteration 0F: 3 clusters Score -1.335163e+07 nChanged 150340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134446 members 
Mstep: Class 2 contains 169963 members 
Entering Unmasked Estep 
Score: -13451015.000000 Penalty: 1148.977539
	Iteration 1F: 3 clusters Score -1.345102e+07 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -13461816.000000 Penalty: 1148.977539
	Iteration 2F: 3 clusters Score -1.346182e+07 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 191249 members 
Entering Unmasked Estep 
Score: -13480197.000000 Penalty: 1148.977539
	Iteration 3F: 3 clusters Score -1.34802e+07 nChanged 22536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 201579 members 
Entering Unmasked Estep 
Score: -13503536.000000 Penalty: 1148.977539
	Iteration 4F: 3 clusters Score -1.350354e+07 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 207175 members 
Entering Unmasked Estep 
Score: -13522740.000000 Penalty: 1148.977539
	Iteration 5F: 3 clusters Score -1.352274e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 208886 members 
Entering Unmasked Estep 
Score: -13532893.000000 Penalty: 1148.977539
	Iteration 6Q: 3 clusters Score -1.353289e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 209421 members 
Entering Unmasked Estep 
Score: -13539393.000000 Penalty: 1148.977539
	Iteration 7Q: 3 clusters Score -1.353939e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -13544578.000000 Penalty: 1148.977539
	Iteration 8Q: 3 clusters Score -1.354458e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 208664 members 
Entering Unmasked Estep 
Score: -13548688.000000 Penalty: 1148.977539
	Iteration 9Q: 3 clusters Score -1.354869e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 207660 members 
Entering Unmasked Estep 
Score: -13551379.000000 Penalty: 1148.977539
	Iteration 10Q: 3 clusters Score -1.355138e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 206504 members 
Entering Unmasked Estep 
Score: -13553206.000000 Penalty: 1148.977539
	Iteration 11Q: 3 clusters Score -1.355321e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 205253 members 
Entering Unmasked Estep 
Score: -13554121.000000 Penalty: 1148.977539
	Iteration 12Q: 3 clusters Score -1.355412e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 204157 members 
Entering Unmasked Estep 
Score: -13554645.000000 Penalty: 1148.977539
	Iteration 13Q: 3 clusters Score -1.355464e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 203168 members 
Entering Unmasked Estep 
Score: -13554897.000000 Penalty: 1148.977539
	Iteration 14Q: 3 clusters Score -1.35549e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 202304 members 
Entering Unmasked Estep 
Score: -13555054.000000 Penalty: 1148.977539
	Iteration 15Q: 3 clusters Score -1.355505e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 201481 members 
Entering Unmasked Estep 
Score: -13555103.000000 Penalty: 1148.977539
	Iteration 16Q: 3 clusters Score -1.35551e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 200745 members 
Entering Unmasked Estep 
Score: -13555135.000000 Penalty: 1148.977539
	Iteration 17Q: 3 clusters Score -1.355514e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 200065 members 
Entering Unmasked Estep 
Score: -13555164.000000 Penalty: 1148.977539
	Iteration 18Q: 3 clusters Score -1.355516e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 199443 members 
Entering Unmasked Estep 
Score: -13555125.000000 Penalty: 1148.977539
	Iteration 19Q: 3 clusters Score -1.355512e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 198821 members 
Entering Unmasked Estep 
Score: -13555153.000000 Penalty: 1148.977539
	Iteration 20F: 3 clusters Score -1.355515e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106271 members 
Mstep: Class 2 contains 198138 members 
Entering Unmasked Estep 
Score: -13555207.000000 Penalty: 1148.977539
	Iteration 21Q: 3 clusters Score -1.355521e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -13555171.000000 Penalty: 1148.977539
	Iteration 22Q: 3 clusters Score -1.355517e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 2 contains 196894 members 
Entering Unmasked Estep 
Score: -13555198.000000 Penalty: 1148.977539
	Iteration 23Q: 3 clusters Score -1.35552e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108086 members 
Mstep: Class 2 contains 196323 members 
Entering Unmasked Estep 
Score: -13555204.000000 Penalty: 1148.977539
	Iteration 24Q: 3 clusters Score -1.35552e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 195748 members 
Entering Unmasked Estep 
Score: -13555208.000000 Penalty: 1148.977539
	Iteration 25Q: 3 clusters Score -1.355521e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 195218 members 
Entering Unmasked Estep 
Score: -13555149.000000 Penalty: 1148.977539
	Iteration 26Q: 3 clusters Score -1.355515e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 194687 members 
Entering Unmasked Estep 
Score: -13555193.000000 Penalty: 1148.977539
	Iteration 27Q: 3 clusters Score -1.355519e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 194159 members 
Entering Unmasked Estep 
Score: -13555149.000000 Penalty: 1148.977539
	Iteration 28Q: 3 clusters Score -1.355515e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -13555122.000000 Penalty: 1148.977539
	Iteration 29Q: 3 clusters Score -1.355512e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111336 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -13555117.000000 Penalty: 1148.977539
	Iteration 30Q: 3 clusters Score -1.355512e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -13555084.000000 Penalty: 1148.977539
	Iteration 31Q: 3 clusters Score -1.355508e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112540 members 
Mstep: Class 2 contains 191869 members 
Entering Unmasked Estep 
Score: -13555048.000000 Penalty: 1148.977539
	Iteration 32Q: 3 clusters Score -1.355505e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Mstep: Class 2 contains 191248 members 
Entering Unmasked Estep 
Score: -13555018.000000 Penalty: 1148.977539
	Iteration 33Q: 3 clusters Score -1.355502e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -13555001.000000 Penalty: 1148.977539
	Iteration 34Q: 3 clusters Score -1.3555e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 190024 members 
Entering Unmasked Estep 
Score: -13554978.000000 Penalty: 1148.977539
	Iteration 35Q: 3 clusters Score -1.355498e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -13554971.000000 Penalty: 1148.977539
	Iteration 36Q: 3 clusters Score -1.355497e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 188755 members 
Entering Unmasked Estep 
Score: -13554984.000000 Penalty: 1148.977539
	Iteration 37Q: 3 clusters Score -1.355498e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -13555027.000000 Penalty: 1148.977539
	Iteration 38Q: 3 clusters Score -1.355503e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 187650 members 
Entering Unmasked Estep 
Score: -13555022.000000 Penalty: 1148.977539
	Iteration 39Q: 3 clusters Score -1.355502e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -13555016.000000 Penalty: 1148.977539
	Iteration 40F: 3 clusters Score -1.355502e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 186540 members 
Entering Unmasked Estep 
Score: -13554954.000000 Penalty: 1148.977539
	Iteration 41Q: 3 clusters Score -1.355495e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118445 members 
Mstep: Class 2 contains 185964 members 
Entering Unmasked Estep 
Score: -13554980.000000 Penalty: 1148.977539
	Iteration 42Q: 3 clusters Score -1.355498e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 185408 members 
Entering Unmasked Estep 
Score: -13555010.000000 Penalty: 1148.977539
	Iteration 43Q: 3 clusters Score -1.355501e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 184819 members 
Entering Unmasked Estep 
Score: -13554992.000000 Penalty: 1148.977539
	Iteration 44Q: 3 clusters Score -1.355499e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 184294 members 
Entering Unmasked Estep 
Score: -13554920.000000 Penalty: 1148.977539
	Iteration 45Q: 3 clusters Score -1.355492e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120688 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -13554895.000000 Penalty: 1148.977539
	Iteration 46Q: 3 clusters Score -1.35549e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121223 members 
Mstep: Class 2 contains 183186 members 
Entering Unmasked Estep 
Score: -13554963.000000 Penalty: 1148.977539
	Iteration 47Q: 3 clusters Score -1.355496e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -13554990.000000 Penalty: 1148.977539
	Iteration 48Q: 3 clusters Score -1.355499e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 182133 members 
Entering Unmasked Estep 
Score: -13555027.000000 Penalty: 1148.977539
	Iteration 49Q: 3 clusters Score -1.355503e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122834 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -13555066.000000 Penalty: 1148.977539
	Iteration 50Q: 3 clusters Score -1.355507e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 181052 members 
Entering Unmasked Estep 
Score: -13555005.000000 Penalty: 1148.977539
	Iteration 51Q: 3 clusters Score -1.3555e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -13554961.000000 Penalty: 1148.977539
	Iteration 52Q: 3 clusters Score -1.355496e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 179940 members 
Entering Unmasked Estep 
Score: -13554963.000000 Penalty: 1148.977539
	Iteration 53Q: 3 clusters Score -1.355496e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 179381 members 
Entering Unmasked Estep 
Score: -13554979.000000 Penalty: 1148.977539
	Iteration 54Q: 3 clusters Score -1.355498e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125590 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -13554944.000000 Penalty: 1148.977539
	Iteration 55Q: 3 clusters Score -1.355494e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126102 members 
Mstep: Class 2 contains 178307 members 
Entering Unmasked Estep 
Score: -13554907.000000 Penalty: 1148.977539
	Iteration 56Q: 3 clusters Score -1.355491e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -13554863.000000 Penalty: 1148.977539
	Iteration 57Q: 3 clusters Score -1.355486e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 177279 members 
Entering Unmasked Estep 
Score: -13554744.000000 Penalty: 1148.977539
	Iteration 58Q: 3 clusters Score -1.355474e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -13554734.000000 Penalty: 1148.977539
	Iteration 59Q: 3 clusters Score -1.355473e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128117 members 
Mstep: Class 2 contains 176292 members 
Entering Unmasked Estep 
Score: -13554698.000000 Penalty: 1148.977539
	Iteration 60F: 3 clusters Score -1.35547e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128651 members 
Mstep: Class 2 contains 175758 members 
Entering Unmasked Estep 
Score: -13554676.000000 Penalty: 1148.977539
	Iteration 61Q: 3 clusters Score -1.355468e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -13554709.000000 Penalty: 1148.977539
	Iteration 62Q: 3 clusters Score -1.355471e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -13554756.000000 Penalty: 1148.977539
	Iteration 63Q: 3 clusters Score -1.355476e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130213 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -13554751.000000 Penalty: 1148.977539
	Iteration 64Q: 3 clusters Score -1.355475e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130722 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -13554795.000000 Penalty: 1148.977539
	Iteration 65Q: 3 clusters Score -1.35548e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 173146 members 
Entering Unmasked Estep 
Score: -13554778.000000 Penalty: 1148.977539
	Iteration 66Q: 3 clusters Score -1.355478e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131795 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -13554766.000000 Penalty: 1148.977539
	Iteration 67Q: 3 clusters Score -1.355477e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -13554795.000000 Penalty: 1148.977539
	Iteration 68Q: 3 clusters Score -1.35548e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132895 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -13554692.000000 Penalty: 1148.977539
	Iteration 69Q: 3 clusters Score -1.355469e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 170926 members 
Entering Unmasked Estep 
Score: -13554659.000000 Penalty: 1148.977539
	Iteration 70Q: 3 clusters Score -1.355466e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -13554609.000000 Penalty: 1148.977539
	Iteration 71Q: 3 clusters Score -1.355461e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -13554596.000000 Penalty: 1148.977539
	Iteration 72Q: 3 clusters Score -1.35546e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 169338 members 
Entering Unmasked Estep 
Score: -13554563.000000 Penalty: 1148.977539
	Iteration 73Q: 3 clusters Score -1.355456e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -13554609.000000 Penalty: 1148.977539
	Iteration 74Q: 3 clusters Score -1.355461e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -13554541.000000 Penalty: 1148.977539
	Iteration 75Q: 3 clusters Score -1.355454e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -13554538.000000 Penalty: 1148.977539
	Iteration 76Q: 3 clusters Score -1.355454e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136998 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -13554533.000000 Penalty: 1148.977539
	Iteration 77Q: 3 clusters Score -1.355453e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137469 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -13554587.000000 Penalty: 1148.977539
	Iteration 78Q: 3 clusters Score -1.355459e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -13554577.000000 Penalty: 1148.977539
	Iteration 79Q: 3 clusters Score -1.355458e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138434 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -13554585.000000 Penalty: 1148.977539
	Iteration 80F: 3 clusters Score -1.355458e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 165475 members 
Entering Unmasked Estep 
Score: -13554573.000000 Penalty: 1148.977539
	Iteration 81Q: 3 clusters Score -1.355457e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -13554584.000000 Penalty: 1148.977539
	Iteration 82Q: 3 clusters Score -1.355458e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139825 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -13554619.000000 Penalty: 1148.977539
	Iteration 83Q: 3 clusters Score -1.355462e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140271 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -13554608.000000 Penalty: 1148.977539
	Iteration 84Q: 3 clusters Score -1.355461e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -13554625.000000 Penalty: 1148.977539
	Iteration 85Q: 3 clusters Score -1.355462e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141109 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -13554604.000000 Penalty: 1148.977539
	Iteration 86Q: 3 clusters Score -1.35546e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 162866 members 
Entering Unmasked Estep 
Score: -13554617.000000 Penalty: 1148.977539
	Iteration 87Q: 3 clusters Score -1.355462e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141969 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -13554653.000000 Penalty: 1148.977539
	Iteration 88Q: 3 clusters Score -1.355465e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -13554667.000000 Penalty: 1148.977539
	Iteration 89Q: 3 clusters Score -1.355467e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -13554673.000000 Penalty: 1148.977539
	Iteration 90Q: 3 clusters Score -1.355467e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -13554647.000000 Penalty: 1148.977539
	Iteration 91Q: 3 clusters Score -1.355465e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 161049 members 
Entering Unmasked Estep 
Score: -13554663.000000 Penalty: 1148.977539
	Iteration 92Q: 3 clusters Score -1.355466e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -13554634.000000 Penalty: 1148.977539
	Iteration 93Q: 3 clusters Score -1.355463e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143908 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -13554666.000000 Penalty: 1148.977539
	Iteration 94Q: 3 clusters Score -1.355467e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 160214 members 
Entering Unmasked Estep 
Score: -13554657.000000 Penalty: 1148.977539
	Iteration 95Q: 3 clusters Score -1.355466e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -13554655.000000 Penalty: 1148.977539
	Iteration 96Q: 3 clusters Score -1.355466e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144819 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -13554660.000000 Penalty: 1148.977539
	Iteration 97Q: 3 clusters Score -1.355466e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145119 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -13554658.000000 Penalty: 1148.977539
	Iteration 98Q: 3 clusters Score -1.355466e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -13554628.000000 Penalty: 1148.977539
	Iteration 99Q: 3 clusters Score -1.355463e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -13554625.000000 Penalty: 1148.977539
	Iteration 100F: 3 clusters Score -1.355462e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145915 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -13554627.000000 Penalty: 1148.977539
	Iteration 101Q: 3 clusters Score -1.355463e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -13554657.000000 Penalty: 1148.977539
	Iteration 102Q: 3 clusters Score -1.355466e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -13554640.000000 Penalty: 1148.977539
	Iteration 103Q: 3 clusters Score -1.355464e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -13554653.000000 Penalty: 1148.977539
	Iteration 104Q: 3 clusters Score -1.355465e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146933 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -13554640.000000 Penalty: 1148.977539
	Iteration 105Q: 3 clusters Score -1.355464e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 157256 members 
Entering Unmasked Estep 
Score: -13554640.000000 Penalty: 1148.977539
	Iteration 106Q: 3 clusters Score -1.355464e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147408 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -13554588.000000 Penalty: 1148.977539
	Iteration 107Q: 3 clusters Score -1.355459e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
Score: -13554616.000000 Penalty: 1148.977539
	Iteration 108Q: 3 clusters Score -1.355462e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147897 members 
Mstep: Class 2 contains 156512 members 
Entering Unmasked Estep 
Score: -13554614.000000 Penalty: 1148.977539
	Iteration 109Q: 3 clusters Score -1.355461e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148125 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -13554578.000000 Penalty: 1148.977539
	Iteration 110Q: 3 clusters Score -1.355458e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -13554594.000000 Penalty: 1148.977539
	Iteration 111Q: 3 clusters Score -1.355459e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -13554581.000000 Penalty: 1148.977539
	Iteration 112Q: 3 clusters Score -1.355458e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148803 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -13554573.000000 Penalty: 1148.977539
	Iteration 113Q: 3 clusters Score -1.355457e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -13554560.000000 Penalty: 1148.977539
	Iteration 114Q: 3 clusters Score -1.355456e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -13554545.000000 Penalty: 1148.977539
	Iteration 115Q: 3 clusters Score -1.355454e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -13554511.000000 Penalty: 1148.977539
	Iteration 116Q: 3 clusters Score -1.355451e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -13554476.000000 Penalty: 1148.977539
	Iteration 117Q: 3 clusters Score -1.355448e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -13554485.000000 Penalty: 1148.977539
	Iteration 118Q: 3 clusters Score -1.355448e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -13554508.000000 Penalty: 1148.977539
	Iteration 119Q: 3 clusters Score -1.355451e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150436 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -13554460.000000 Penalty: 1148.977539
	Iteration 120F: 3 clusters Score -1.355446e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -13554486.000000 Penalty: 1148.977539
	Iteration 121Q: 3 clusters Score -1.355449e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -13554493.000000 Penalty: 1148.977539
	Iteration 122Q: 3 clusters Score -1.355449e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 153414 members 
Entering Unmasked Estep 
Score: -13554523.000000 Penalty: 1148.977539
	Iteration 123Q: 3 clusters Score -1.355452e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -13554490.000000 Penalty: 1148.977539
	Iteration 124Q: 3 clusters Score -1.355449e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -13554501.000000 Penalty: 1148.977539
	Iteration 125Q: 3 clusters Score -1.35545e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151502 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -13554498.000000 Penalty: 1148.977539
	Iteration 126Q: 3 clusters Score -1.35545e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -13554476.000000 Penalty: 1148.977539
	Iteration 127Q: 3 clusters Score -1.355448e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -13554463.000000 Penalty: 1148.977539
	Iteration 128Q: 3 clusters Score -1.355446e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151848 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -13554465.000000 Penalty: 1148.977539
	Iteration 129Q: 3 clusters Score -1.355446e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 152441 members 
Entering Unmasked Estep 
Score: -13554470.000000 Penalty: 1148.977539
	Iteration 130Q: 3 clusters Score -1.355447e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 152321 members 
Entering Unmasked Estep 
Score: -13554480.000000 Penalty: 1148.977539
	Iteration 131Q: 3 clusters Score -1.355448e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -13554511.000000 Penalty: 1148.977539
	Iteration 132Q: 3 clusters Score -1.355451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -13554529.000000 Penalty: 1148.977539
	Iteration 133Q: 3 clusters Score -1.355453e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -13554537.000000 Penalty: 1148.977539
	Iteration 134Q: 3 clusters Score -1.355454e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 151954 members 
Entering Unmasked Estep 
Score: -13554510.000000 Penalty: 1148.977539
	Iteration 135Q: 3 clusters Score -1.355451e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -13554497.000000 Penalty: 1148.977539
	Iteration 136Q: 3 clusters Score -1.35545e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -13554501.000000 Penalty: 1148.977539
	Iteration 137Q: 3 clusters Score -1.35545e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152900 members 
Mstep: Class 2 contains 151509 members 
Entering Unmasked Estep 
Score: -13554472.000000 Penalty: 1148.977539
	Iteration 138Q: 3 clusters Score -1.355447e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -13554479.000000 Penalty: 1148.977539
	Iteration 139Q: 3 clusters Score -1.355448e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -13554472.000000 Penalty: 1148.977539
	Iteration 140F: 3 clusters Score -1.355447e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -13554492.000000 Penalty: 1148.977539
	Iteration 141Q: 3 clusters Score -1.355449e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -13554476.000000 Penalty: 1148.977539
	Iteration 142Q: 3 clusters Score -1.355448e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -13554463.000000 Penalty: 1148.977539
	Iteration 143Q: 3 clusters Score -1.355446e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153944 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -13554453.000000 Penalty: 1148.977539
	Iteration 144Q: 3 clusters Score -1.355445e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -13554434.000000 Penalty: 1148.977539
	Iteration 145Q: 3 clusters Score -1.355443e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 150107 members 
Entering Unmasked Estep 
Score: -13554435.000000 Penalty: 1148.977539
	Iteration 146Q: 3 clusters Score -1.355444e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -13554449.000000 Penalty: 1148.977539
	Iteration 147Q: 3 clusters Score -1.355445e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -13554427.000000 Penalty: 1148.977539
	Iteration 148Q: 3 clusters Score -1.355443e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154799 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -13554435.000000 Penalty: 1148.977539
	Iteration 149Q: 3 clusters Score -1.355444e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -13554406.000000 Penalty: 1148.977539
	Iteration 150Q: 3 clusters Score -1.355441e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 149311 members 
Entering Unmasked Estep 
Score: -13554427.000000 Penalty: 1148.977539
	Iteration 151Q: 3 clusters Score -1.355443e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -13554428.000000 Penalty: 1148.977539
	Iteration 152Q: 3 clusters Score -1.355443e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -13554436.000000 Penalty: 1148.977539
	Iteration 153Q: 3 clusters Score -1.355444e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -13554456.000000 Penalty: 1148.977539
	Iteration 154Q: 3 clusters Score -1.355446e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 148565 members 
Entering Unmasked Estep 
Score: -13554447.000000 Penalty: 1148.977539
	Iteration 155Q: 3 clusters Score -1.355445e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -13554486.000000 Penalty: 1148.977539
	Iteration 156Q: 3 clusters Score -1.355449e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -13554428.000000 Penalty: 1148.977539
	Iteration 157Q: 3 clusters Score -1.355443e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -13554451.000000 Penalty: 1148.977539
	Iteration 158Q: 3 clusters Score -1.355445e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -13554424.000000 Penalty: 1148.977539
	Iteration 159Q: 3 clusters Score -1.355442e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -13554471.000000 Penalty: 1148.977539
	Iteration 160F: 3 clusters Score -1.355447e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 147223 members 
Entering Unmasked Estep 
Score: -13554481.000000 Penalty: 1148.977539
	Iteration 161Q: 3 clusters Score -1.355448e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -13554500.000000 Penalty: 1148.977539
	Iteration 162Q: 3 clusters Score -1.35545e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -13554474.000000 Penalty: 1148.977539
	Iteration 163Q: 3 clusters Score -1.355447e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -13554433.000000 Penalty: 1148.977539
	Iteration 164Q: 3 clusters Score -1.355443e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 146326 members 
Entering Unmasked Estep 
Score: -13554416.000000 Penalty: 1148.977539
	Iteration 165Q: 3 clusters Score -1.355442e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 146077 members 
Entering Unmasked Estep 
Score: -13554374.000000 Penalty: 1148.977539
	Iteration 166Q: 3 clusters Score -1.355437e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -13554374.000000 Penalty: 1148.977539
	Iteration 167Q: 3 clusters Score -1.355437e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -13554378.000000 Penalty: 1148.977539
	Iteration 168Q: 3 clusters Score -1.355438e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159045 members 
Mstep: Class 2 contains 145364 members 
Entering Unmasked Estep 
Score: -13554391.000000 Penalty: 1148.977539
	Iteration 169Q: 3 clusters Score -1.355439e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -13554381.000000 Penalty: 1148.977539
	Iteration 170Q: 3 clusters Score -1.355438e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -13554388.000000 Penalty: 1148.977539
	Iteration 171Q: 3 clusters Score -1.355439e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159784 members 
Mstep: Class 2 contains 144625 members 
Entering Unmasked Estep 
Score: -13554391.000000 Penalty: 1148.977539
	Iteration 172Q: 3 clusters Score -1.355439e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -13554394.000000 Penalty: 1148.977539
	Iteration 173Q: 3 clusters Score -1.355439e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -13554407.000000 Penalty: 1148.977539
	Iteration 174Q: 3 clusters Score -1.355441e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 143852 members 
Entering Unmasked Estep 
Score: -13554428.000000 Penalty: 1148.977539
	Iteration 175Q: 3 clusters Score -1.355443e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 143556 members 
Entering Unmasked Estep 
Score: -13554450.000000 Penalty: 1148.977539
	Iteration 176Q: 3 clusters Score -1.355445e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -13554412.000000 Penalty: 1148.977539
	Iteration 177Q: 3 clusters Score -1.355441e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161485 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -13554409.000000 Penalty: 1148.977539
	Iteration 178Q: 3 clusters Score -1.355441e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -13554431.000000 Penalty: 1148.977539
	Iteration 179Q: 3 clusters Score -1.355443e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -13554382.000000 Penalty: 1148.977539
	Iteration 180F: 3 clusters Score -1.355438e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -13554373.000000 Penalty: 1148.977539
	Iteration 181Q: 3 clusters Score -1.355437e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -13554333.000000 Penalty: 1148.977539
	Iteration 182Q: 3 clusters Score -1.355433e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -13554336.000000 Penalty: 1148.977539
	Iteration 183Q: 3 clusters Score -1.355434e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -13554319.000000 Penalty: 1148.977539
	Iteration 184Q: 3 clusters Score -1.355432e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -13554204.000000 Penalty: 1148.977539
	Iteration 185Q: 3 clusters Score -1.35542e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -13554194.000000 Penalty: 1148.977539
	Iteration 186Q: 3 clusters Score -1.355419e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -13554217.000000 Penalty: 1148.977539
	Iteration 187Q: 3 clusters Score -1.355422e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 138792 members 
Entering Unmasked Estep 
Score: -13554191.000000 Penalty: 1148.977539
	Iteration 188Q: 3 clusters Score -1.355419e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -13554168.000000 Penalty: 1148.977539
	Iteration 189Q: 3 clusters Score -1.355417e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 137753 members 
Entering Unmasked Estep 
Score: -13554143.000000 Penalty: 1148.977539
	Iteration 190Q: 3 clusters Score -1.355414e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 137155 members 
Entering Unmasked Estep 
Score: -13554158.000000 Penalty: 1148.977539
	Iteration 191Q: 3 clusters Score -1.355416e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167850 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -13554178.000000 Penalty: 1148.977539
	Iteration 192Q: 3 clusters Score -1.355418e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -13554131.000000 Penalty: 1148.977539
	Iteration 193Q: 3 clusters Score -1.355413e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -13554163.000000 Penalty: 1148.977539
	Iteration 194Q: 3 clusters Score -1.355416e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -13554081.000000 Penalty: 1148.977539
	Iteration 195Q: 3 clusters Score -1.355408e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -13554067.000000 Penalty: 1148.977539
	Iteration 196Q: 3 clusters Score -1.355407e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -13554054.000000 Penalty: 1148.977539
	Iteration 197Q: 3 clusters Score -1.355405e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172545 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -13554109.000000 Penalty: 1148.977539
	Iteration 198Q: 3 clusters Score -1.355411e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -13554122.000000 Penalty: 1148.977539
	Iteration 199Q: 3 clusters Score -1.355412e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
Score: -13554112.000000 Penalty: 1148.977539
	Iteration 200F: 3 clusters Score -1.355411e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 129231 members 
Entering Unmasked Estep 
Score: -13554123.000000 Penalty: 1148.977539
	Iteration 201Q: 3 clusters Score -1.355412e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -13554108.000000 Penalty: 1148.977539
	Iteration 202Q: 3 clusters Score -1.355411e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -13554140.000000 Penalty: 1148.977539
	Iteration 203Q: 3 clusters Score -1.355414e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 126564 members 
Entering Unmasked Estep 
Score: -13554183.000000 Penalty: 1148.977539
	Iteration 204Q: 3 clusters Score -1.355418e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -13554157.000000 Penalty: 1148.977539
	Iteration 205Q: 3 clusters Score -1.355416e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -13554198.000000 Penalty: 1148.977539
	Iteration 206Q: 3 clusters Score -1.35542e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180723 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -13554171.000000 Penalty: 1148.977539
	Iteration 207Q: 3 clusters Score -1.355417e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -13554160.000000 Penalty: 1148.977539
	Iteration 208Q: 3 clusters Score -1.355416e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182708 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -13554142.000000 Penalty: 1148.977539
	Iteration 209Q: 3 clusters Score -1.355414e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183641 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -13554162.000000 Penalty: 1148.977539
	Iteration 210Q: 3 clusters Score -1.355416e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 119896 members 
Entering Unmasked Estep 
Score: -13554184.000000 Penalty: 1148.977539
	Iteration 211Q: 3 clusters Score -1.355418e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185390 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -13554211.000000 Penalty: 1148.977539
	Iteration 212Q: 3 clusters Score -1.355421e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -13554171.000000 Penalty: 1148.977539
	Iteration 213Q: 3 clusters Score -1.355417e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -13554115.000000 Penalty: 1148.977539
	Iteration 214Q: 3 clusters Score -1.355412e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 116289 members 
Entering Unmasked Estep 
Score: -13554153.000000 Penalty: 1148.977539
	Iteration 215Q: 3 clusters Score -1.355415e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189069 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -13554185.000000 Penalty: 1148.977539
	Iteration 216Q: 3 clusters Score -1.355418e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189924 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -13554178.000000 Penalty: 1148.977539
	Iteration 217Q: 3 clusters Score -1.355418e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -13554185.000000 Penalty: 1148.977539
	Iteration 218Q: 3 clusters Score -1.355418e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -13554198.000000 Penalty: 1148.977539
	Iteration 219Q: 3 clusters Score -1.35542e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192531 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -13554275.000000 Penalty: 1148.977539
	Iteration 220F: 3 clusters Score -1.355428e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -13554263.000000 Penalty: 1148.977539
	Iteration 221Q: 3 clusters Score -1.355426e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -13554255.000000 Penalty: 1148.977539
	Iteration 222Q: 3 clusters Score -1.355426e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195149 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -13554254.000000 Penalty: 1148.977539
	Iteration 223Q: 3 clusters Score -1.355425e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -13554234.000000 Penalty: 1148.977539
	Iteration 224Q: 3 clusters Score -1.355423e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196836 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -13554250.000000 Penalty: 1148.977539
	Iteration 225Q: 3 clusters Score -1.355425e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197639 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13554272.000000 Penalty: 1148.977539
	Iteration 226Q: 3 clusters Score -1.355427e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -13554313.000000 Penalty: 1148.977539
	Iteration 227Q: 3 clusters Score -1.355431e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199293 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -13554324.000000 Penalty: 1148.977539
	Iteration 228Q: 3 clusters Score -1.355432e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 104306 members 
Entering Unmasked Estep 
Score: -13554317.000000 Penalty: 1148.977539
	Iteration 229Q: 3 clusters Score -1.355432e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200950 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -13554274.000000 Penalty: 1148.977539
	Iteration 230Q: 3 clusters Score -1.355427e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201830 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -13554298.000000 Penalty: 1148.977539
	Iteration 231Q: 3 clusters Score -1.35543e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202704 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -13554348.000000 Penalty: 1148.977539
	Iteration 232Q: 3 clusters Score -1.355435e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 100826 members 
Entering Unmasked Estep 
Score: -13554388.000000 Penalty: 1148.977539
	Iteration 233Q: 3 clusters Score -1.355439e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204497 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -13554367.000000 Penalty: 1148.977539
	Iteration 234Q: 3 clusters Score -1.355437e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205432 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -13554319.000000 Penalty: 1148.977539
	Iteration 235Q: 3 clusters Score -1.355432e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206315 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -13554305.000000 Penalty: 1148.977539
	Iteration 236Q: 3 clusters Score -1.35543e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207172 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -13554308.000000 Penalty: 1148.977539
	Iteration 237Q: 3 clusters Score -1.355431e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208019 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -13554243.000000 Penalty: 1148.977539
	Iteration 238Q: 3 clusters Score -1.355424e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208894 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -13554246.000000 Penalty: 1148.977539
	Iteration 239Q: 3 clusters Score -1.355425e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209707 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -13554283.000000 Penalty: 1148.977539
	Iteration 240F: 3 clusters Score -1.355428e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210533 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -13554331.000000 Penalty: 1148.977539
	Iteration 241Q: 3 clusters Score -1.355433e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211350 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -13554250.000000 Penalty: 1148.977539
	Iteration 242Q: 3 clusters Score -1.355425e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212221 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -13554295.000000 Penalty: 1148.977539
	Iteration 243Q: 3 clusters Score -1.35543e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212994 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -13554259.000000 Penalty: 1148.977539
	Iteration 244Q: 3 clusters Score -1.355426e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213724 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -13554219.000000 Penalty: 1148.977539
	Iteration 245Q: 3 clusters Score -1.355422e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214421 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -13554220.000000 Penalty: 1148.977539
	Iteration 246Q: 3 clusters Score -1.355422e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215104 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -13554223.000000 Penalty: 1148.977539
	Iteration 247Q: 3 clusters Score -1.355422e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215912 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -13554228.000000 Penalty: 1148.977539
	Iteration 248Q: 3 clusters Score -1.355423e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216630 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -13554211.000000 Penalty: 1148.977539
	Iteration 249Q: 3 clusters Score -1.355421e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217386 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -13554312.000000 Penalty: 1148.977539
	Iteration 250Q: 3 clusters Score -1.355431e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218163 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -13554307.000000 Penalty: 1148.977539
	Iteration 251Q: 3 clusters Score -1.355431e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218918 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -13554266.000000 Penalty: 1148.977539
	Iteration 252Q: 3 clusters Score -1.355427e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219686 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -13554273.000000 Penalty: 1148.977539
	Iteration 253Q: 3 clusters Score -1.355427e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220413 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -13554327.000000 Penalty: 1148.977539
	Iteration 254Q: 3 clusters Score -1.355433e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221209 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -13554275.000000 Penalty: 1148.977539
	Iteration 255Q: 3 clusters Score -1.355428e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222009 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -13554237.000000 Penalty: 1148.977539
	Iteration 256Q: 3 clusters Score -1.355424e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222857 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -13554285.000000 Penalty: 1148.977539
	Iteration 257Q: 3 clusters Score -1.355428e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223672 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -13554292.000000 Penalty: 1148.977539
	Iteration 258Q: 3 clusters Score -1.355429e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224449 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -13554268.000000 Penalty: 1148.977539
	Iteration 259Q: 3 clusters Score -1.355427e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225228 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -13554229.000000 Penalty: 1148.977539
	Iteration 260F: 3 clusters Score -1.355423e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225954 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -13554229.000000 Penalty: 1148.977539
	Iteration 261Q: 3 clusters Score -1.355423e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226709 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -13554234.000000 Penalty: 1148.977539
	Iteration 262Q: 3 clusters Score -1.355423e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227465 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -13554265.000000 Penalty: 1148.977539
	Iteration 263Q: 3 clusters Score -1.355426e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -13554311.000000 Penalty: 1148.977539
	Iteration 264Q: 3 clusters Score -1.355431e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229100 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -13554331.000000 Penalty: 1148.977539
	Iteration 265Q: 3 clusters Score -1.355433e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229974 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -13554387.000000 Penalty: 1148.977539
	Iteration 266Q: 3 clusters Score -1.355439e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230777 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -13554336.000000 Penalty: 1148.977539
	Iteration 267Q: 3 clusters Score -1.355434e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231615 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -13554272.000000 Penalty: 1148.977539
	Iteration 268Q: 3 clusters Score -1.355427e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232466 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -13554258.000000 Penalty: 1148.977539
	Iteration 269Q: 3 clusters Score -1.355426e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -13554356.000000 Penalty: 1148.977539
	Iteration 270Q: 3 clusters Score -1.355436e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234264 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -13554323.000000 Penalty: 1148.977539
	Iteration 271Q: 3 clusters Score -1.355432e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235227 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -13554370.000000 Penalty: 1148.977539
	Iteration 272Q: 3 clusters Score -1.355437e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236155 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -13554359.000000 Penalty: 1148.977539
	Iteration 273Q: 3 clusters Score -1.355436e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237103 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -13554386.000000 Penalty: 1148.977539
	Iteration 274Q: 3 clusters Score -1.355439e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238063 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -13554393.000000 Penalty: 1148.977539
	Iteration 275Q: 3 clusters Score -1.355439e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238973 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -13554443.000000 Penalty: 1148.977539
	Iteration 276Q: 3 clusters Score -1.355444e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239867 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -13554391.000000 Penalty: 1148.977539
	Iteration 277Q: 3 clusters Score -1.355439e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240786 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -13554423.000000 Penalty: 1148.977539
	Iteration 278Q: 3 clusters Score -1.355442e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241754 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -13554496.000000 Penalty: 1148.977539
	Iteration 279Q: 3 clusters Score -1.35545e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242681 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -13554534.000000 Penalty: 1148.977539
	Iteration 280F: 3 clusters Score -1.355453e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243596 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -13554559.000000 Penalty: 1148.977539
	Iteration 281Q: 3 clusters Score -1.355456e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244484 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -13554545.000000 Penalty: 1148.977539
	Iteration 282Q: 3 clusters Score -1.355454e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245401 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -13554498.000000 Penalty: 1148.977539
	Iteration 283Q: 3 clusters Score -1.35545e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246407 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -13554529.000000 Penalty: 1148.977539
	Iteration 284Q: 3 clusters Score -1.355453e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247288 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -13554601.000000 Penalty: 1148.977539
	Iteration 285Q: 3 clusters Score -1.35546e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248170 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -13554586.000000 Penalty: 1148.977539
	Iteration 286Q: 3 clusters Score -1.355459e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249070 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -13554649.000000 Penalty: 1148.977539
	Iteration 287Q: 3 clusters Score -1.355465e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250017 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -13554617.000000 Penalty: 1148.977539
	Iteration 288Q: 3 clusters Score -1.355462e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250887 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -13554648.000000 Penalty: 1148.977539
	Iteration 289Q: 3 clusters Score -1.355465e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251780 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -13554644.000000 Penalty: 1148.977539
	Iteration 290Q: 3 clusters Score -1.355464e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252654 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -13554653.000000 Penalty: 1148.977539
	Iteration 291Q: 3 clusters Score -1.355465e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253495 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -13554684.000000 Penalty: 1148.977539
	Iteration 292Q: 3 clusters Score -1.355468e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254327 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -13554719.000000 Penalty: 1148.977539
	Iteration 293Q: 3 clusters Score -1.355472e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255085 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -13554748.000000 Penalty: 1148.977539
	Iteration 294Q: 3 clusters Score -1.355475e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255908 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -13554761.000000 Penalty: 1148.977539
	Iteration 295Q: 3 clusters Score -1.355476e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256675 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -13554781.000000 Penalty: 1148.977539
	Iteration 296Q: 3 clusters Score -1.355478e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257492 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -13554747.000000 Penalty: 1148.977539
	Iteration 297Q: 3 clusters Score -1.355475e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258293 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -13554838.000000 Penalty: 1148.977539
	Iteration 298Q: 3 clusters Score -1.355484e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259100 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -13554876.000000 Penalty: 1148.977539
	Iteration 299Q: 3 clusters Score -1.355488e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259866 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -13554852.000000 Penalty: 1148.977539
	Iteration 300F: 3 clusters Score -1.355485e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260678 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -13554944.000000 Penalty: 1148.977539
	Iteration 301Q: 3 clusters Score -1.355494e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261413 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -13554964.000000 Penalty: 1148.977539
	Iteration 302Q: 3 clusters Score -1.355496e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262194 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -13554925.000000 Penalty: 1148.977539
	Iteration 303Q: 3 clusters Score -1.355492e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262951 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -13554953.000000 Penalty: 1148.977539
	Iteration 304Q: 3 clusters Score -1.355495e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263661 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -13555010.000000 Penalty: 1148.977539
	Iteration 305Q: 3 clusters Score -1.355501e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264410 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -13555048.000000 Penalty: 1148.977539
	Iteration 306Q: 3 clusters Score -1.355505e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265120 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -13555037.000000 Penalty: 1148.977539
	Iteration 307Q: 3 clusters Score -1.355504e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265901 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -13555025.000000 Penalty: 1148.977539
	Iteration 308Q: 3 clusters Score -1.355502e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266667 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -13555037.000000 Penalty: 1148.977539
	Iteration 309Q: 3 clusters Score -1.355504e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267415 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -13555044.000000 Penalty: 1148.977539
	Iteration 310Q: 3 clusters Score -1.355504e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268151 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -13555123.000000 Penalty: 1148.977539
	Iteration 311Q: 3 clusters Score -1.355512e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268888 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -13555142.000000 Penalty: 1148.977539
	Iteration 312Q: 3 clusters Score -1.355514e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269601 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -13555165.000000 Penalty: 1148.977539
	Iteration 313Q: 3 clusters Score -1.355516e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270297 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -13555159.000000 Penalty: 1148.977539
	Iteration 314Q: 3 clusters Score -1.355516e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270973 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -13555208.000000 Penalty: 1148.977539
	Iteration 315Q: 3 clusters Score -1.355521e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271693 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -13555255.000000 Penalty: 1148.977539
	Iteration 316Q: 3 clusters Score -1.355526e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272330 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -13555251.000000 Penalty: 1148.977539
	Iteration 317Q: 3 clusters Score -1.355525e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272990 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -13555279.000000 Penalty: 1148.977539
	Iteration 318Q: 3 clusters Score -1.355528e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273683 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -13555272.000000 Penalty: 1148.977539
	Iteration 319Q: 3 clusters Score -1.355527e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274360 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -13555315.000000 Penalty: 1148.977539
	Iteration 320F: 3 clusters Score -1.355532e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275108 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -13555328.000000 Penalty: 1148.977539
	Iteration 321Q: 3 clusters Score -1.355533e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275839 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -13555355.000000 Penalty: 1148.977539
	Iteration 322Q: 3 clusters Score -1.355536e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276636 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -13555324.000000 Penalty: 1148.977539
	Iteration 323Q: 3 clusters Score -1.355532e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277430 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -13555360.000000 Penalty: 1148.977539
	Iteration 324Q: 3 clusters Score -1.355536e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278229 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -13555383.000000 Penalty: 1148.977539
	Iteration 325Q: 3 clusters Score -1.355538e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279064 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -13555484.000000 Penalty: 1148.977539
	Iteration 326Q: 3 clusters Score -1.355548e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280013 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -13555520.000000 Penalty: 1148.977539
	Iteration 327Q: 3 clusters Score -1.355552e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280805 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -13555609.000000 Penalty: 1148.977539
	Iteration 328Q: 3 clusters Score -1.355561e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281608 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -13555621.000000 Penalty: 1148.977539
	Iteration 329Q: 3 clusters Score -1.355562e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282464 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -13555651.000000 Penalty: 1148.977539
	Iteration 330Q: 3 clusters Score -1.355565e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283275 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -13555624.000000 Penalty: 1148.977539
	Iteration 331Q: 3 clusters Score -1.355562e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284080 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -13555680.000000 Penalty: 1148.977539
	Iteration 332Q: 3 clusters Score -1.355568e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284835 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -13555624.000000 Penalty: 1148.977539
	Iteration 333Q: 3 clusters Score -1.355562e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285501 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -13555654.000000 Penalty: 1148.977539
	Iteration 334Q: 3 clusters Score -1.355565e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286182 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -13555650.000000 Penalty: 1148.977539
	Iteration 335Q: 3 clusters Score -1.355565e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286724 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -13555599.000000 Penalty: 1148.977539
	Iteration 336Q: 3 clusters Score -1.35556e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287289 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -13555537.000000 Penalty: 1148.977539
	Iteration 337Q: 3 clusters Score -1.355554e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287813 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -13555516.000000 Penalty: 1148.977539
	Iteration 338Q: 3 clusters Score -1.355552e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288382 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -13555481.000000 Penalty: 1148.977539
	Iteration 339Q: 3 clusters Score -1.355548e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288927 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -13555423.000000 Penalty: 1148.977539
	Iteration 340F: 3 clusters Score -1.355542e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289437 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -13555352.000000 Penalty: 1148.977539
	Iteration 341Q: 3 clusters Score -1.355535e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289926 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -13555332.000000 Penalty: 1148.977539
	Iteration 342Q: 3 clusters Score -1.355533e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290444 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -13555271.000000 Penalty: 1148.977539
	Iteration 343Q: 3 clusters Score -1.355527e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290956 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -13555258.000000 Penalty: 1148.977539
	Iteration 344Q: 3 clusters Score -1.355526e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291445 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -13555174.000000 Penalty: 1148.977539
	Iteration 345Q: 3 clusters Score -1.355517e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291893 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -13555110.000000 Penalty: 1148.977539
	Iteration 346Q: 3 clusters Score -1.355511e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292421 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -13555037.000000 Penalty: 1148.977539
	Iteration 347Q: 3 clusters Score -1.355504e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292900 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -13554960.000000 Penalty: 1148.977539
	Iteration 348Q: 3 clusters Score -1.355496e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293428 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -13554929.000000 Penalty: 1148.977539
	Iteration 349Q: 3 clusters Score -1.355493e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293943 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -13554893.000000 Penalty: 1148.977539
	Iteration 350Q: 3 clusters Score -1.355489e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294396 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -13554837.000000 Penalty: 1148.977539
	Iteration 351Q: 3 clusters Score -1.355484e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294867 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -13554770.000000 Penalty: 1148.977539
	Iteration 352Q: 3 clusters Score -1.355477e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295349 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -13554678.000000 Penalty: 1148.977539
	Iteration 353Q: 3 clusters Score -1.355468e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295806 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -13554675.000000 Penalty: 1148.977539
	Iteration 354Q: 3 clusters Score -1.355468e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296215 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -13554637.000000 Penalty: 1148.977539
	Iteration 355Q: 3 clusters Score -1.355464e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296601 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -13554553.000000 Penalty: 1148.977539
	Iteration 356Q: 3 clusters Score -1.355455e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296991 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -13554551.000000 Penalty: 1148.977539
	Iteration 357Q: 3 clusters Score -1.355455e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297387 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -13554535.000000 Penalty: 1148.977539
	Iteration 358Q: 3 clusters Score -1.355454e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297778 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -13554508.000000 Penalty: 1148.977539
	Iteration 359Q: 3 clusters Score -1.355451e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298133 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -13554509.000000 Penalty: 1148.977539
	Iteration 360F: 3 clusters Score -1.355451e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298481 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -13554474.000000 Penalty: 1148.977539
	Iteration 361Q: 3 clusters Score -1.355447e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298824 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -13554484.000000 Penalty: 1148.977539
	Iteration 362Q: 3 clusters Score -1.355448e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299144 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -13554519.000000 Penalty: 1148.977539
	Iteration 363Q: 3 clusters Score -1.355452e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299430 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -13554501.000000 Penalty: 1148.977539
	Iteration 364Q: 3 clusters Score -1.35545e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299672 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -13554487.000000 Penalty: 1148.977539
	Iteration 365Q: 3 clusters Score -1.355449e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299885 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -13554437.000000 Penalty: 1148.977539
	Iteration 366Q: 3 clusters Score -1.355444e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300107 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -13554411.000000 Penalty: 1148.977539
	Iteration 367Q: 3 clusters Score -1.355441e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300293 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13554352.000000 Penalty: 1148.977539
	Iteration 368Q: 3 clusters Score -1.355435e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300479 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -13554323.000000 Penalty: 1148.977539
	Iteration 369Q: 3 clusters Score -1.355432e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300668 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13554310.000000 Penalty: 1148.977539
	Iteration 370Q: 3 clusters Score -1.355431e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300852 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -13554314.000000 Penalty: 1148.977539
	Iteration 371Q: 3 clusters Score -1.355431e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300989 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -13554306.000000 Penalty: 1148.977539
	Iteration 372Q: 3 clusters Score -1.355431e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301126 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -13554305.000000 Penalty: 1148.977539
	Iteration 373Q: 3 clusters Score -1.35543e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301252 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13554327.000000 Penalty: 1148.977539
	Iteration 374Q: 3 clusters Score -1.355433e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301364 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -13554332.000000 Penalty: 1148.977539
	Iteration 375Q: 3 clusters Score -1.355433e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301463 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13554322.000000 Penalty: 1148.977539
	Iteration 376Q: 3 clusters Score -1.355432e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301563 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13554331.000000 Penalty: 1148.977539
	Iteration 377Q: 3 clusters Score -1.355433e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301669 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -13554341.000000 Penalty: 1148.977539
	Iteration 378Q: 3 clusters Score -1.355434e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301773 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -13554344.000000 Penalty: 1148.977539
	Iteration 379Q: 3 clusters Score -1.355434e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301885 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13554356.000000 Penalty: 1148.977539
	Iteration 380F: 3 clusters Score -1.355436e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301988 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13554340.000000 Penalty: 1148.977539
	Iteration 381Q: 3 clusters Score -1.355434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302081 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13554332.000000 Penalty: 1148.977539
	Iteration 382Q: 3 clusters Score -1.355433e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302181 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -13554313.000000 Penalty: 1148.977539
	Iteration 383Q: 3 clusters Score -1.355431e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13554320.000000 Penalty: 1148.977539
	Iteration 384Q: 3 clusters Score -1.355432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302334 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -13554319.000000 Penalty: 1148.977539
	Iteration 385Q: 3 clusters Score -1.355432e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302442 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13554311.000000 Penalty: 1148.977539
	Iteration 386Q: 3 clusters Score -1.355431e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302532 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13554321.000000 Penalty: 1148.977539
	Iteration 387Q: 3 clusters Score -1.355432e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302622 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -13554315.000000 Penalty: 1148.977539
	Iteration 388Q: 3 clusters Score -1.355432e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302708 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13554321.000000 Penalty: 1148.977539
	Iteration 389Q: 3 clusters Score -1.355432e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302798 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13554334.000000 Penalty: 1148.977539
	Iteration 390Q: 3 clusters Score -1.355433e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302870 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13554336.000000 Penalty: 1148.977539
	Iteration 391Q: 3 clusters Score -1.355434e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302929 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -13554337.000000 Penalty: 1148.977539
	Iteration 392Q: 3 clusters Score -1.355434e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302976 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13554334.000000 Penalty: 1148.977539
	Iteration 393Q: 3 clusters Score -1.355433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303021 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13554334.000000 Penalty: 1148.977539
	Iteration 394Q: 3 clusters Score -1.355433e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303058 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13554322.000000 Penalty: 1148.977539
	Iteration 395Q: 3 clusters Score -1.355432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303102 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13554327.000000 Penalty: 1148.977539
	Iteration 396Q: 3 clusters Score -1.355433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303135 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13554325.000000 Penalty: 1148.977539
	Iteration 397Q: 3 clusters Score -1.355432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13554338.000000 Penalty: 1148.977539
	Iteration 398Q: 3 clusters Score -1.355434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303185 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13554341.000000 Penalty: 1148.977539
	Iteration 399Q: 3 clusters Score -1.355434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303226 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13554336.000000 Penalty: 1148.977539
	Iteration 400F: 3 clusters Score -1.355434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13554338.000000 Penalty: 1148.977539
	Iteration 401Q: 3 clusters Score -1.355434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303284 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13554352.000000 Penalty: 1148.977539
	Iteration 402Q: 3 clusters Score -1.355435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303306 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13554354.000000 Penalty: 1148.977539
	Iteration 403Q: 3 clusters Score -1.355435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13554347.000000 Penalty: 1148.977539
	Iteration 404Q: 3 clusters Score -1.355435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303346 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13554364.000000 Penalty: 1148.977539
	Iteration 405Q: 3 clusters Score -1.355436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303369 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -13554348.000000 Penalty: 1148.977539
	Iteration 406Q: 3 clusters Score -1.355435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303389 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13554361.000000 Penalty: 1148.977539
	Iteration 407Q: 3 clusters Score -1.355436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303401 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13554359.000000 Penalty: 1148.977539
	Iteration 408Q: 3 clusters Score -1.355436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303411 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13554359.000000 Penalty: 1148.977539
	Iteration 409Q: 3 clusters Score -1.355436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13554350.000000 Penalty: 1148.977539
	Iteration 410Q: 3 clusters Score -1.355435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303417 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13554342.000000 Penalty: 1148.977539
	Iteration 411Q: 3 clusters Score -1.355434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303420 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13554346.000000 Penalty: 1148.977539
	Iteration 412Q: 3 clusters Score -1.355435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13554349.000000 Penalty: 1148.977539
	Iteration 413Q: 3 clusters Score -1.355435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303431 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13554344.000000 Penalty: 1148.977539
	Iteration 414Q: 3 clusters Score -1.355434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303434 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13554351.000000 Penalty: 1148.977539
	Iteration 415Q: 3 clusters Score -1.355435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303434 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13554354.000000 Penalty: 1148.977539
	Iteration 416Q: 3 clusters Score -1.355435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303435 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13554348.000000 Penalty: 1148.977539
	Iteration 417Q: 3 clusters Score -1.355435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303437 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13554353.000000 Penalty: 1148.977539
	Iteration 418Q: 3 clusters Score -1.355435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303440 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13554355.000000 Penalty: 1148.977539
	Iteration 419Q: 3 clusters Score -1.355436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303441 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13554355.000000 Penalty: 1148.977539
	Iteration 420F: 3 clusters Score -1.355436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303442 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13554355.000000 Penalty: 1148.977539
	Iteration 421Q: 3 clusters Score -1.355436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303444 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13554360.000000 Penalty: 1148.977539
	Iteration 422Q: 3 clusters Score -1.355436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303444 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13554360.000000 Penalty: 1148.977539
	Iteration 423F: 3 clusters Score -1.355436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -390572.812500 Penalty: 414.185486
	Iteration 0F: 2 clusters Score -390572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -384511.000000 Penalty: 828.370972
	Iteration 0F: 3 clusters Score -384511 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -386964.312500 Penalty: 828.370972
	Iteration 1F: 3 clusters Score -386964.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -387176.625000 Penalty: 828.370972
	Iteration 2F: 3 clusters Score -387176.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -387466.218750 Penalty: 828.370972
	Iteration 3F: 3 clusters Score -387466.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -387904.937500 Penalty: 828.370972
	Iteration 4F: 3 clusters Score -387904.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -388480.375000 Penalty: 828.370972
	Iteration 5F: 3 clusters Score -388480.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -389151.562500 Penalty: 828.370972
	Iteration 6F: 3 clusters Score -389151.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -389701.062500 Penalty: 828.370972
	Iteration 7F: 3 clusters Score -389701.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -390009.062500 Penalty: 828.370972
	Iteration 8Q: 3 clusters Score -390009.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -390119.937500 Penalty: 828.370972
	Iteration 9Q: 3 clusters Score -390119.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -390166.875000 Penalty: 828.370972
	Iteration 10Q: 3 clusters Score -390166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -390186.000000 Penalty: 828.370972
	Iteration 11Q: 3 clusters Score -390186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -390192.093750 Penalty: 828.370972
	Iteration 12Q: 3 clusters Score -390192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -390207.406250 Penalty: 828.370972
	Iteration 13Q: 3 clusters Score -390207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -390213.968750 Penalty: 828.370972
	Iteration 14Q: 3 clusters Score -390214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -390217.000000 Penalty: 828.370972
	Iteration 15Q: 3 clusters Score -390217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -390217.406250 Penalty: 828.370972
	Iteration 16Q: 3 clusters Score -390217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -390217.406250 Penalty: 828.370972
	Iteration 17F: 3 clusters Score -390217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Entering Unmasked Estep 
Score: -2290752.000000 Penalty: 494.053833
	Iteration 0F: 2 clusters Score -2290752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2255964.000000 Penalty: 988.107666
	Iteration 0F: 3 clusters Score -2255964 nChanged 25198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2271542.750000 Penalty: 988.107666
	Iteration 1F: 3 clusters Score -2271543 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2272584.750000 Penalty: 988.107666
	Iteration 2Q: 3 clusters Score -2272585 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2274278.250000 Penalty: 988.107666
	Iteration 3F: 3 clusters Score -2274278 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2276679.750000 Penalty: 988.107666
	Iteration 4F: 3 clusters Score -2276680 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2279096.500000 Penalty: 988.107666
	Iteration 5F: 3 clusters Score -2279096 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2280613.000000 Penalty: 988.107666
	Iteration 6F: 3 clusters Score -2280613 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2281258.500000 Penalty: 988.107666
	Iteration 7Q: 3 clusters Score -2281258 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2281621.250000 Penalty: 988.107666
	Iteration 8Q: 3 clusters Score -2281621 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2281933.000000 Penalty: 988.107666
	Iteration 9Q: 3 clusters Score -2281933 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2282321.750000 Penalty: 988.107666
	Iteration 10Q: 3 clusters Score -2282322 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2282746.000000 Penalty: 988.107666
	Iteration 11Q: 3 clusters Score -2282746 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2283248.750000 Penalty: 988.107666
	Iteration 12Q: 3 clusters Score -2283249 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2283815.750000 Penalty: 988.107666
	Iteration 13Q: 3 clusters Score -2283816 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2284453.500000 Penalty: 988.107666
	Iteration 14Q: 3 clusters Score -2284454 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2285197.750000 Penalty: 988.107666
	Iteration 15Q: 3 clusters Score -2285198 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2286030.500000 Penalty: 988.107666
	Iteration 16Q: 3 clusters Score -2286030 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2286800.250000 Penalty: 988.107666
	Iteration 17Q: 3 clusters Score -2286800 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2287571.000000 Penalty: 988.107666
	Iteration 18Q: 3 clusters Score -2287571 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2288267.500000 Penalty: 988.107666
	Iteration 19Q: 3 clusters Score -2288268 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2288913.500000 Penalty: 988.107666
	Iteration 20F: 3 clusters Score -2288914 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2289408.000000 Penalty: 988.107666
	Iteration 21Q: 3 clusters Score -2289408 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2289750.000000 Penalty: 988.107666
	Iteration 22Q: 3 clusters Score -2289750 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2289964.000000 Penalty: 988.107666
	Iteration 23Q: 3 clusters Score -2289964 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2290132.000000 Penalty: 988.107666
	Iteration 24Q: 3 clusters Score -2290132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2290233.250000 Penalty: 988.107666
	Iteration 25Q: 3 clusters Score -2290233 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2290287.500000 Penalty: 988.107666
	Iteration 26Q: 3 clusters Score -2290288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2290322.250000 Penalty: 988.107666
	Iteration 27Q: 3 clusters Score -2290322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2290336.250000 Penalty: 988.107666
	Iteration 28Q: 3 clusters Score -2290336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2290345.500000 Penalty: 988.107666
	Iteration 29Q: 3 clusters Score -2290346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2290358.250000 Penalty: 988.107666
	Iteration 30Q: 3 clusters Score -2290358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2290370.250000 Penalty: 988.107666
	Iteration 31Q: 3 clusters Score -2290370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2290372.750000 Penalty: 988.107666
	Iteration 32Q: 3 clusters Score -2290373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2290377.500000 Penalty: 988.107666
	Iteration 33Q: 3 clusters Score -2290378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2290380.250000 Penalty: 988.107666
	Iteration 34Q: 3 clusters Score -2290380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2290386.500000 Penalty: 988.107666
	Iteration 35Q: 3 clusters Score -2290386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2290386.500000 Penalty: 988.107666
	Iteration 36Q: 3 clusters Score -2290386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2290387.250000 Penalty: 988.107666
	Iteration 37Q: 3 clusters Score -2290387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2290389.250000 Penalty: 988.107666
	Iteration 38Q: 3 clusters Score -2290389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2290388.750000 Penalty: 988.107666
	Iteration 39Q: 3 clusters Score -2290389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2290388.750000 Penalty: 988.107666
	Iteration 40F: 3 clusters Score -2290389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Entering Unmasked Estep 
Score: -4748952.500000 Penalty: 526.272461
	Iteration 0F: 2 clusters Score -4748952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -4677333.000000 Penalty: 1052.544922
	Iteration 0F: 3 clusters Score -4677333 nChanged 51861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -4709283.000000 Penalty: 1052.544922
	Iteration 1F: 3 clusters Score -4709283 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -4711164.500000 Penalty: 1052.544922
	Iteration 2Q: 3 clusters Score -4711164 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -4714548.500000 Penalty: 1052.544922
	Iteration 3F: 3 clusters Score -4714548 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -4720551.000000 Penalty: 1052.544922
	Iteration 4F: 3 clusters Score -4720551 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -4728963.000000 Penalty: 1052.544922
	Iteration 5F: 3 clusters Score -4728963 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -4736940.500000 Penalty: 1052.544922
	Iteration 6F: 3 clusters Score -4736940 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -4742636.000000 Penalty: 1052.544922
	Iteration 7F: 3 clusters Score -4742636 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -4745889.500000 Penalty: 1052.544922
	Iteration 8Q: 3 clusters Score -4745890 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -4747439.000000 Penalty: 1052.544922
	Iteration 9Q: 3 clusters Score -4747439 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -4748046.500000 Penalty: 1052.544922
	Iteration 10Q: 3 clusters Score -4748046 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -4748305.000000 Penalty: 1052.544922
	Iteration 11Q: 3 clusters Score -4748305 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -4748392.000000 Penalty: 1052.544922
	Iteration 12Q: 3 clusters Score -4748392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -4748433.000000 Penalty: 1052.544922
	Iteration 13Q: 3 clusters Score -4748433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -4748449.000000 Penalty: 1052.544922
	Iteration 14Q: 3 clusters Score -4748449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -4748462.500000 Penalty: 1052.544922
	Iteration 15Q: 3 clusters Score -4748462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -4748476.000000 Penalty: 1052.544922
	Iteration 16Q: 3 clusters Score -4748476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -4748479.500000 Penalty: 1052.544922
	Iteration 17Q: 3 clusters Score -4748480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -4748479.500000 Penalty: 1052.544922
	Iteration 18Q: 3 clusters Score -4748480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -4748484.500000 Penalty: 1052.544922
	Iteration 19Q: 3 clusters Score -4748484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -4748488.500000 Penalty: 1052.544922
	Iteration 20F: 3 clusters Score -4748488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -4748492.000000 Penalty: 1052.544922
	Iteration 21Q: 3 clusters Score -4748492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -4748495.500000 Penalty: 1052.544922
	Iteration 22Q: 3 clusters Score -4748496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -4748494.000000 Penalty: 1052.544922
	Iteration 23Q: 3 clusters Score -4748494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -4748494.000000 Penalty: 1052.544922
	Iteration 24F: 3 clusters Score -4748494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -35486.238281 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -35486.24 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 459 members 
Entering Unmasked Estep 
Score: -34765.628906 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -34765.63 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34985.441406 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -34985.44 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35030.121094 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -35030.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35070.769531 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -35070.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35112.296875 Penalty: 615.932861
	Iteration 4F: 3 clusters Score -35112.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35147.738281 Penalty: 615.932861
	Iteration 5Q: 3 clusters Score -35147.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -35168.980469 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -35168.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35187.191406 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -35187.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -35199.074219 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -35199.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -35205.730469 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -35205.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -35221.984375 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -35221.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35246.714844 Penalty: 615.932861
	Iteration 11Q: 3 clusters Score -35246.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35262.855469 Penalty: 615.932861
	Iteration 12Q: 3 clusters Score -35262.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -35270.011719 Penalty: 615.932861
	Iteration 13Q: 3 clusters Score -35270.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35272.574219 Penalty: 615.932861
	Iteration 14Q: 3 clusters Score -35272.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35274.097656 Penalty: 615.932861
	Iteration 15Q: 3 clusters Score -35274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35274.707031 Penalty: 615.932861
	Iteration 16Q: 3 clusters Score -35274.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35275.039062 Penalty: 615.932861
	Iteration 17Q: 3 clusters Score -35275.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35275.039062 Penalty: 615.932861
	Iteration 18F: 3 clusters Score -35275.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Entering Unmasked Estep 
Score: -6207663.000000 Penalty: 538.993958
	Iteration 0F: 2 clusters Score -6207663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -6113164.500000 Penalty: 1077.987915
	Iteration 0F: 3 clusters Score -6113164 nChanged 68495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -6155566.000000 Penalty: 1077.987915
	Iteration 1F: 3 clusters Score -6155566 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -6158740.000000 Penalty: 1077.987915
	Iteration 2Q: 3 clusters Score -6158740 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -6164135.000000 Penalty: 1077.987915
	Iteration 3F: 3 clusters Score -6164135 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -6172226.500000 Penalty: 1077.987915
	Iteration 4F: 3 clusters Score -6172226 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -6181912.500000 Penalty: 1077.987915
	Iteration 5F: 3 clusters Score -6181912 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 122726 members 
Entering Unmasked Estep 
Score: -6191127.500000 Penalty: 1077.987915
	Iteration 6F: 3 clusters Score -6191128 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -6197981.000000 Penalty: 1077.987915
	Iteration 7F: 3 clusters Score -6197981 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -6202389.000000 Penalty: 1077.987915
	Iteration 8Q: 3 clusters Score -6202389 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 136918 members 
Entering Unmasked Estep 
Score: -6204885.500000 Penalty: 1077.987915
	Iteration 9Q: 3 clusters Score -6204886 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 138358 members 
Entering Unmasked Estep 
Score: -6206160.000000 Penalty: 1077.987915
	Iteration 10Q: 3 clusters Score -6206160 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 139024 members 
Entering Unmasked Estep 
Score: -6206775.000000 Penalty: 1077.987915
	Iteration 11Q: 3 clusters Score -6206775 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -6206984.500000 Penalty: 1077.987915
	Iteration 12Q: 3 clusters Score -6206984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139386 members 
Entering Unmasked Estep 
Score: -6207091.000000 Penalty: 1077.987915
	Iteration 13Q: 3 clusters Score -6207091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -6207141.000000 Penalty: 1077.987915
	Iteration 14Q: 3 clusters Score -6207141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -6207159.500000 Penalty: 1077.987915
	Iteration 15Q: 3 clusters Score -6207160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 139439 members 
Entering Unmasked Estep 
Score: -6207175.500000 Penalty: 1077.987915
	Iteration 16Q: 3 clusters Score -6207176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -6207181.500000 Penalty: 1077.987915
	Iteration 17Q: 3 clusters Score -6207182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139447 members 
Entering Unmasked Estep 
Score: -6207190.000000 Penalty: 1077.987915
	Iteration 18Q: 3 clusters Score -6207190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 139446 members 
Entering Unmasked Estep 
Score: -6207191.000000 Penalty: 1077.987915
	Iteration 19Q: 3 clusters Score -6207191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -6207190.000000 Penalty: 1077.987915
	Iteration 20F: 3 clusters Score -6207190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -6207192.500000 Penalty: 1077.987915
	Iteration 21Q: 3 clusters Score -6207192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -6207194.000000 Penalty: 1077.987915
	Iteration 22Q: 3 clusters Score -6207194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -6207194.000000 Penalty: 1077.987915
	Iteration 23F: 3 clusters Score -6207194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Entering Unmasked Estep 
Score: -1173520.250000 Penalty: 463.647583
	Iteration 0F: 2 clusters Score -1173520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1155609.750000 Penalty: 927.295166
	Iteration 0F: 3 clusters Score -1155610 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1163693.500000 Penalty: 927.295166
	Iteration 1F: 3 clusters Score -1163694 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1164860.000000 Penalty: 927.295166
	Iteration 2F: 3 clusters Score -1164860 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1166727.500000 Penalty: 927.295166
	Iteration 3F: 3 clusters Score -1166728 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -1169094.750000 Penalty: 927.295166
	Iteration 4F: 3 clusters Score -1169095 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -1171076.875000 Penalty: 927.295166
	Iteration 5F: 3 clusters Score -1171077 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1172252.250000 Penalty: 927.295166
	Iteration 6Q: 3 clusters Score -1172252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1172776.375000 Penalty: 927.295166
	Iteration 7Q: 3 clusters Score -1172776 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -1172974.875000 Penalty: 927.295166
	Iteration 8Q: 3 clusters Score -1172975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -1173047.875000 Penalty: 927.295166
	Iteration 9Q: 3 clusters Score -1173048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -1173083.125000 Penalty: 927.295166
	Iteration 10Q: 3 clusters Score -1173083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -1173101.875000 Penalty: 927.295166
	Iteration 11Q: 3 clusters Score -1173102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1173115.875000 Penalty: 927.295166
	Iteration 12Q: 3 clusters Score -1173116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1173121.375000 Penalty: 927.295166
	Iteration 13Q: 3 clusters Score -1173121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1173131.625000 Penalty: 927.295166
	Iteration 14Q: 3 clusters Score -1173132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1173132.625000 Penalty: 927.295166
	Iteration 15Q: 3 clusters Score -1173133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1173133.500000 Penalty: 927.295166
	Iteration 16Q: 3 clusters Score -1173134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1173133.500000 Penalty: 927.295166
	Iteration 17F: 3 clusters Score -1173134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -81410.617188 Penalty: 344.243591
	Iteration 0F: 2 clusters Score -81410.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -79987.023438 Penalty: 688.487183
	Iteration 0F: 3 clusters Score -79987.02 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -80450.578125 Penalty: 688.487183
	Iteration 1F: 3 clusters Score -80450.58 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -80565.296875 Penalty: 688.487183
	Iteration 2F: 3 clusters Score -80565.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -80743.328125 Penalty: 688.487183
	Iteration 3F: 3 clusters Score -80743.33 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -80938.062500 Penalty: 688.487183
	Iteration 4F: 3 clusters Score -80938.06 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -81081.750000 Penalty: 688.487183
	Iteration 5F: 3 clusters Score -81081.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -81172.281250 Penalty: 688.487183
	Iteration 6Q: 3 clusters Score -81172.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -81235.898438 Penalty: 688.487183
	Iteration 7Q: 3 clusters Score -81235.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -81268.265625 Penalty: 688.487183
	Iteration 8Q: 3 clusters Score -81268.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -81281.437500 Penalty: 688.487183
	Iteration 9Q: 3 clusters Score -81281.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -81295.101562 Penalty: 688.487183
	Iteration 10Q: 3 clusters Score -81295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -81303.890625 Penalty: 688.487183
	Iteration 11Q: 3 clusters Score -81303.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -81311.625000 Penalty: 688.487183
	Iteration 12Q: 3 clusters Score -81311.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -81315.117188 Penalty: 688.487183
	Iteration 13Q: 3 clusters Score -81315.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -81316.234375 Penalty: 688.487183
	Iteration 14Q: 3 clusters Score -81316.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -81318.875000 Penalty: 688.487183
	Iteration 15Q: 3 clusters Score -81318.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -81320.296875 Penalty: 688.487183
	Iteration 16Q: 3 clusters Score -81320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -81321.468750 Penalty: 688.487183
	Iteration 17Q: 3 clusters Score -81321.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -81321.828125 Penalty: 688.487183
	Iteration 18Q: 3 clusters Score -81321.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -81322.460938 Penalty: 688.487183
	Iteration 19Q: 3 clusters Score -81322.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -81322.460938 Penalty: 688.487183
	Iteration 20F: 3 clusters Score -81322.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -95900.578125 Penalty: 347.559937
	Iteration 0F: 2 clusters Score -95900.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -94414.664062 Penalty: 695.119873
	Iteration 0F: 3 clusters Score -94414.66 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -94876.343750 Penalty: 695.119873
	Iteration 1F: 3 clusters Score -94876.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -94934.187500 Penalty: 695.119873
	Iteration 2F: 3 clusters Score -94934.19 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -94986.085938 Penalty: 695.119873
	Iteration 3F: 3 clusters Score -94986.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -95038.421875 Penalty: 695.119873
	Iteration 4Q: 3 clusters Score -95038.42 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -95102.773438 Penalty: 695.119873
	Iteration 5Q: 3 clusters Score -95102.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -95154.226562 Penalty: 695.119873
	Iteration 6Q: 3 clusters Score -95154.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -95204.656250 Penalty: 695.119873
	Iteration 7Q: 3 clusters Score -95204.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -95256.312500 Penalty: 695.119873
	Iteration 8Q: 3 clusters Score -95256.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -95329.679688 Penalty: 695.119873
	Iteration 9Q: 3 clusters Score -95329.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -95397.742188 Penalty: 695.119873
	Iteration 10Q: 3 clusters Score -95397.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -95431.664062 Penalty: 695.119873
	Iteration 11Q: 3 clusters Score -95431.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -95454.320312 Penalty: 695.119873
	Iteration 12Q: 3 clusters Score -95454.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -95469.671875 Penalty: 695.119873
	Iteration 13Q: 3 clusters Score -95469.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -95486.375000 Penalty: 695.119873
	Iteration 14Q: 3 clusters Score -95486.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -95501.546875 Penalty: 695.119873
	Iteration 15Q: 3 clusters Score -95501.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -95526.617188 Penalty: 695.119873
	Iteration 16Q: 3 clusters Score -95526.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -95547.218750 Penalty: 695.119873
	Iteration 17Q: 3 clusters Score -95547.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -95558.148438 Penalty: 695.119873
	Iteration 18Q: 3 clusters Score -95558.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -95564.312500 Penalty: 695.119873
	Iteration 19Q: 3 clusters Score -95564.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -95572.171875 Penalty: 695.119873
	Iteration 20F: 3 clusters Score -95572.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -95575.414062 Penalty: 695.119873
	Iteration 21Q: 3 clusters Score -95575.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -95577.945312 Penalty: 695.119873
	Iteration 22Q: 3 clusters Score -95577.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -95584.718750 Penalty: 695.119873
	Iteration 23Q: 3 clusters Score -95584.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -95589.398438 Penalty: 695.119873
	Iteration 24Q: 3 clusters Score -95589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -95596.875000 Penalty: 695.119873
	Iteration 25Q: 3 clusters Score -95596.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -95601.781250 Penalty: 695.119873
	Iteration 26Q: 3 clusters Score -95601.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -95607.679688 Penalty: 695.119873
	Iteration 27Q: 3 clusters Score -95607.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -95608.929688 Penalty: 695.119873
	Iteration 28Q: 3 clusters Score -95608.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -95612.070312 Penalty: 695.119873
	Iteration 29Q: 3 clusters Score -95612.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -95613.304688 Penalty: 695.119873
	Iteration 30Q: 3 clusters Score -95613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -95615.484375 Penalty: 695.119873
	Iteration 31Q: 3 clusters Score -95615.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -95617.703125 Penalty: 695.119873
	Iteration 32Q: 3 clusters Score -95617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -95617.703125 Penalty: 695.119873
	Iteration 33F: 3 clusters Score -95617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Entering Unmasked Estep 
Score: -1617664.375000 Penalty: 481.893646
	Iteration 0F: 2 clusters Score -1617664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1590897.625000 Penalty: 963.787292
	Iteration 0F: 3 clusters Score -1590898 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1602857.375000 Penalty: 963.787292
	Iteration 1F: 3 clusters Score -1602857 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1604203.750000 Penalty: 963.787292
	Iteration 2F: 3 clusters Score -1604204 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1606178.125000 Penalty: 963.787292
	Iteration 3F: 3 clusters Score -1606178 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1608752.375000 Penalty: 963.787292
	Iteration 4F: 3 clusters Score -1608752 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1611287.250000 Penalty: 963.787292
	Iteration 5F: 3 clusters Score -1611287 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1613033.250000 Penalty: 963.787292
	Iteration 6F: 3 clusters Score -1613033 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1613971.750000 Penalty: 963.787292
	Iteration 7Q: 3 clusters Score -1613972 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1614569.500000 Penalty: 963.787292
	Iteration 8Q: 3 clusters Score -1614570 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1615129.000000 Penalty: 963.787292
	Iteration 9Q: 3 clusters Score -1615129 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1615614.000000 Penalty: 963.787292
	Iteration 10Q: 3 clusters Score -1615614 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1616033.750000 Penalty: 963.787292
	Iteration 11Q: 3 clusters Score -1616034 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1616353.500000 Penalty: 963.787292
	Iteration 12Q: 3 clusters Score -1616354 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1616580.000000 Penalty: 963.787292
	Iteration 13Q: 3 clusters Score -1616580 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1616772.125000 Penalty: 963.787292
	Iteration 14Q: 3 clusters Score -1616772 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1616928.625000 Penalty: 963.787292
	Iteration 15Q: 3 clusters Score -1616929 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1617039.375000 Penalty: 963.787292
	Iteration 16Q: 3 clusters Score -1617039 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1617116.750000 Penalty: 963.787292
	Iteration 17Q: 3 clusters Score -1617117 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1617176.750000 Penalty: 963.787292
	Iteration 18Q: 3 clusters Score -1617177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1617239.375000 Penalty: 963.787292
	Iteration 19Q: 3 clusters Score -1617239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1617292.250000 Penalty: 963.787292
	Iteration 20F: 3 clusters Score -1617292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1617319.375000 Penalty: 963.787292
	Iteration 21Q: 3 clusters Score -1617319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1617344.500000 Penalty: 963.787292
	Iteration 22Q: 3 clusters Score -1617344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1617366.000000 Penalty: 963.787292
	Iteration 23Q: 3 clusters Score -1617366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1617382.000000 Penalty: 963.787292
	Iteration 24Q: 3 clusters Score -1617382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1617407.000000 Penalty: 963.787292
	Iteration 25Q: 3 clusters Score -1617407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1617426.375000 Penalty: 963.787292
	Iteration 26Q: 3 clusters Score -1617426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1617438.875000 Penalty: 963.787292
	Iteration 27Q: 3 clusters Score -1617439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1617444.375000 Penalty: 963.787292
	Iteration 28Q: 3 clusters Score -1617444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1617450.750000 Penalty: 963.787292
	Iteration 29Q: 3 clusters Score -1617451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1617461.750000 Penalty: 963.787292
	Iteration 30Q: 3 clusters Score -1617462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1617467.125000 Penalty: 963.787292
	Iteration 31Q: 3 clusters Score -1617467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1617467.625000 Penalty: 963.787292
	Iteration 32Q: 3 clusters Score -1617468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1617475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1617473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1617476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1617479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1617478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1617482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1617486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1617490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1617495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1617497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1617501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1617504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1617502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1617502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1617504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1617506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1617504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1617504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1617503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1617502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1617504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1617504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1617503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
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	Iteration 56F: 3 clusters Score -1617503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61804 members 
Mstep: Class 4 contains 39065 members 
Mstep: Class 5 contains 19204 members 
Mstep: Class 6 contains 152538 members 
Mstep: Class 7 contains 24692 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 101827 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 304409 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 51965 members 
Mstep: Class 15 contains 105496 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 139528 members 
Mstep: Class 18 contains 26637 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 39778 members 
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Iteration 279Q: 22 clusters Score -4.694916e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61894 members 
Mstep: Class 4 contains 38937 members 
Mstep: Class 5 contains 19236 members 
Mstep: Class 6 contains 152436 members 
Mstep: Class 7 contains 24657 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 101710 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 304420 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 51995 members 
Mstep: Class 15 contains 105504 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 139750 members 
Mstep: Class 18 contains 26622 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 39788 members 
Entering Unmasked Estep 
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Iteration 280F: 22 clusters Score -4.694918e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 61972 members 
Mstep: Class 4 contains 38935 members 
Mstep: Class 5 contains 19266 members 
Mstep: Class 6 contains 152264 members 
Mstep: Class 7 contains 24622 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101616 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 304410 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 52009 members 
Mstep: Class 15 contains 105430 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 140027 members 
Mstep: Class 18 contains 26604 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 39799 members 
Entering Unmasked Estep 
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Iteration 281Q: 22 clusters Score -4.694933e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62048 members 
Mstep: Class 4 contains 38906 members 
Mstep: Class 5 contains 19293 members 
Mstep: Class 6 contains 152152 members 
Mstep: Class 7 contains 24582 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101532 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 19831 members 
Mstep: Class 12 contains 304345 members 
Mstep: Class 13 contains 8971 members 
Mstep: Class 14 contains 52024 members 
Mstep: Class 15 contains 105348 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 140306 members 
Mstep: Class 18 contains 26599 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 39814 members 
Entering Unmasked Estep 
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Iteration 282Q: 22 clusters Score -4.69493e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62126 members 
Mstep: Class 4 contains 38878 members 
Mstep: Class 5 contains 19325 members 
Mstep: Class 6 contains 152084 members 
Mstep: Class 7 contains 24531 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101463 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 304246 members 
Mstep: Class 13 contains 8967 members 
Mstep: Class 14 contains 52048 members 
Mstep: Class 15 contains 105238 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 140595 members 
Mstep: Class 18 contains 26577 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 39822 members 
Entering Unmasked Estep 
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Iteration 283Q: 22 clusters Score -4.694945e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62194 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 19355 members 
Mstep: Class 6 contains 151959 members 
Mstep: Class 7 contains 24483 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101411 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 19840 members 
Mstep: Class 12 contains 304247 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 14 contains 52060 members 
Mstep: Class 15 contains 105118 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 140837 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 39831 members 
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Iteration 284Q: 22 clusters Score -4.694951e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62266 members 
Mstep: Class 4 contains 38718 members 
Mstep: Class 5 contains 19384 members 
Mstep: Class 6 contains 151978 members 
Mstep: Class 7 contains 24420 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101363 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 19844 members 
Mstep: Class 12 contains 304188 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 52085 members 
Mstep: Class 15 contains 105042 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 17 contains 141081 members 
Mstep: Class 18 contains 26547 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 39840 members 
Entering Unmasked Estep 
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Iteration 285Q: 22 clusters Score -4.694948e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62334 members 
Mstep: Class 4 contains 38670 members 
Mstep: Class 5 contains 19412 members 
Mstep: Class 6 contains 151888 members 
Mstep: Class 7 contains 24370 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 101295 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 19851 members 
Mstep: Class 12 contains 304240 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 104927 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 141275 members 
Mstep: Class 18 contains 26537 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 39847 members 
Entering Unmasked Estep 
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Iteration 286Q: 22 clusters Score -4.694932e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62391 members 
Mstep: Class 4 contains 38635 members 
Mstep: Class 5 contains 19435 members 
Mstep: Class 6 contains 151765 members 
Mstep: Class 7 contains 24324 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 101236 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 19851 members 
Mstep: Class 12 contains 304297 members 
Mstep: Class 13 contains 8965 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 104812 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 141492 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 39861 members 
Entering Unmasked Estep 
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Iteration 287Q: 22 clusters Score -4.694929e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62451 members 
Mstep: Class 4 contains 38453 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 151688 members 
Mstep: Class 7 contains 24281 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 101190 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 19857 members 
Mstep: Class 12 contains 304415 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 52120 members 
Mstep: Class 15 contains 104747 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 141668 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 39866 members 
Entering Unmasked Estep 
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Iteration 288Q: 22 clusters Score -4.694944e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62508 members 
Mstep: Class 4 contains 38311 members 
Mstep: Class 5 contains 19495 members 
Mstep: Class 6 contains 151679 members 
Mstep: Class 7 contains 24254 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 101132 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 12 contains 304468 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 52135 members 
Mstep: Class 15 contains 104632 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141853 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2056 members 
Mstep: Class 21 contains 39874 members 
Entering Unmasked Estep 
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Iteration 289Q: 22 clusters Score -4.694937e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62580 members 
Mstep: Class 4 contains 38237 members 
Mstep: Class 5 contains 19523 members 
Mstep: Class 6 contains 151628 members 
Mstep: Class 7 contains 24216 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 101084 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 19861 members 
Mstep: Class 12 contains 304510 members 
Mstep: Class 13 contains 8987 members 
Mstep: Class 14 contains 52143 members 
Mstep: Class 15 contains 104501 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 142030 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2051 members 
Mstep: Class 21 contains 39879 members 
Entering Unmasked Estep 
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Iteration 290Q: 22 clusters Score -4.694928e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62651 members 
Mstep: Class 4 contains 38098 members 
Mstep: Class 5 contains 19542 members 
Mstep: Class 6 contains 151641 members 
Mstep: Class 7 contains 24175 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 101046 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 19862 members 
Mstep: Class 12 contains 304551 members 
Mstep: Class 13 contains 8985 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 104382 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 142206 members 
Mstep: Class 18 contains 26544 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 39884 members 
Entering Unmasked Estep 
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Iteration 291Q: 22 clusters Score -4.694928e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62725 members 
Mstep: Class 4 contains 37908 members 
Mstep: Class 5 contains 19570 members 
Mstep: Class 6 contains 151721 members 
Mstep: Class 7 contains 24132 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 101002 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 19875 members 
Mstep: Class 12 contains 304591 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 52172 members 
Mstep: Class 15 contains 104275 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142346 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 39888 members 
Entering Unmasked Estep 
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Iteration 292Q: 22 clusters Score -4.694914e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62802 members 
Mstep: Class 4 contains 37662 members 
Mstep: Class 5 contains 19605 members 
Mstep: Class 6 contains 151863 members 
Mstep: Class 7 contains 24088 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100970 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 19876 members 
Mstep: Class 12 contains 304640 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 52189 members 
Mstep: Class 15 contains 104175 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142440 members 
Mstep: Class 18 contains 26534 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 39885 members 
Entering Unmasked Estep 
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Iteration 293Q: 22 clusters Score -4.694916e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62890 members 
Mstep: Class 4 contains 37636 members 
Mstep: Class 5 contains 19638 members 
Mstep: Class 6 contains 151829 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100939 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 19873 members 
Mstep: Class 12 contains 304750 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 14 contains 52220 members 
Mstep: Class 15 contains 103973 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142524 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 39880 members 
Entering Unmasked Estep 
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Iteration 294Q: 22 clusters Score -4.694907e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62959 members 
Mstep: Class 4 contains 37548 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 151850 members 
Mstep: Class 7 contains 23983 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 100895 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 19879 members 
Mstep: Class 12 contains 304774 members 
Mstep: Class 13 contains 8997 members 
Mstep: Class 14 contains 52243 members 
Mstep: Class 15 contains 103853 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142654 members 
Mstep: Class 18 contains 26519 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 39886 members 
Entering Unmasked Estep 
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Iteration 295Q: 22 clusters Score -4.694918e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63012 members 
Mstep: Class 4 contains 37439 members 
Mstep: Class 5 contains 19695 members 
Mstep: Class 6 contains 151825 members 
Mstep: Class 7 contains 23928 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100817 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 19887 members 
Mstep: Class 12 contains 304861 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 52284 members 
Mstep: Class 15 contains 103784 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142776 members 
Mstep: Class 18 contains 26513 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 39889 members 
Entering Unmasked Estep 
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Iteration 296Q: 22 clusters Score -4.694914e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63067 members 
Mstep: Class 4 contains 37268 members 
Mstep: Class 5 contains 19717 members 
Mstep: Class 6 contains 151745 members 
Mstep: Class 7 contains 23873 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100747 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 19891 members 
Mstep: Class 12 contains 305035 members 
Mstep: Class 13 contains 9013 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 103763 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142879 members 
Mstep: Class 18 contains 26514 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 39883 members 
Entering Unmasked Estep 
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Iteration 297Q: 22 clusters Score -4.694922e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63104 members 
Mstep: Class 4 contains 37106 members 
Mstep: Class 5 contains 19744 members 
Mstep: Class 6 contains 151705 members 
Mstep: Class 7 contains 23817 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100670 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 19901 members 
Mstep: Class 12 contains 305180 members 
Mstep: Class 13 contains 9012 members 
Mstep: Class 14 contains 52376 members 
Mstep: Class 15 contains 103740 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 142972 members 
Mstep: Class 18 contains 26512 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 39886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949100.000000 Penalty: 13305.507812
Iteration 298Q: 22 clusters Score -4.69491e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63130 members 
Mstep: Class 4 contains 37004 members 
Mstep: Class 5 contains 19768 members 
Mstep: Class 6 contains 151628 members 
Mstep: Class 7 contains 23764 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100608 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 19910 members 
Mstep: Class 12 contains 305363 members 
Mstep: Class 13 contains 9015 members 
Mstep: Class 14 contains 52412 members 
Mstep: Class 15 contains 103660 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143069 members 
Mstep: Class 18 contains 26514 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 39885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949116.000000 Penalty: 13305.507812
Iteration 299Q: 22 clusters Score -4.694912e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63156 members 
Mstep: Class 4 contains 36826 members 
Mstep: Class 5 contains 19788 members 
Mstep: Class 6 contains 151603 members 
Mstep: Class 7 contains 23707 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100555 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 19912 members 
Mstep: Class 12 contains 305557 members 
Mstep: Class 13 contains 9025 members 
Mstep: Class 14 contains 52454 members 
Mstep: Class 15 contains 103600 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143148 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 39888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949052.000000 Penalty: 13305.507812
Iteration 300F: 22 clusters Score -4.694905e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63207 members 
Mstep: Class 4 contains 36656 members 
Mstep: Class 5 contains 19813 members 
Mstep: Class 6 contains 151651 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100507 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 19918 members 
Mstep: Class 12 contains 305686 members 
Mstep: Class 13 contains 9030 members 
Mstep: Class 14 contains 52507 members 
Mstep: Class 15 contains 103510 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143215 members 
Mstep: Class 18 contains 26518 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 39890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948984.000000 Penalty: 13305.507812
Iteration 301Q: 22 clusters Score -4.694898e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63259 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 19835 members 
Mstep: Class 6 contains 151705 members 
Mstep: Class 7 contains 23584 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100419 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 19926 members 
Mstep: Class 12 contains 305830 members 
Mstep: Class 13 contains 9043 members 
Mstep: Class 14 contains 52566 members 
Mstep: Class 15 contains 103464 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143253 members 
Mstep: Class 18 contains 26517 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 39885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948920.000000 Penalty: 13305.507812
Iteration 302Q: 22 clusters Score -4.694892e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63305 members 
Mstep: Class 4 contains 36346 members 
Mstep: Class 5 contains 19854 members 
Mstep: Class 6 contains 151744 members 
Mstep: Class 7 contains 23533 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100356 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 19940 members 
Mstep: Class 12 contains 305925 members 
Mstep: Class 13 contains 9056 members 
Mstep: Class 14 contains 52611 members 
Mstep: Class 15 contains 103391 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143292 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948784.000000 Penalty: 13305.507812
Iteration 303Q: 22 clusters Score -4.694878e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63355 members 
Mstep: Class 4 contains 36127 members 
Mstep: Class 5 contains 19870 members 
Mstep: Class 6 contains 151792 members 
Mstep: Class 7 contains 23479 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 100260 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 19951 members 
Mstep: Class 12 contains 306043 members 
Mstep: Class 13 contains 9067 members 
Mstep: Class 14 contains 52669 members 
Mstep: Class 15 contains 103386 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143344 members 
Mstep: Class 18 contains 26542 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 39878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948844.000000 Penalty: 13305.507812
Iteration 304Q: 22 clusters Score -4.694884e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63394 members 
Mstep: Class 4 contains 35966 members 
Mstep: Class 5 contains 19887 members 
Mstep: Class 6 contains 151763 members 
Mstep: Class 7 contains 23437 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100190 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 19965 members 
Mstep: Class 12 contains 306221 members 
Mstep: Class 13 contains 9067 members 
Mstep: Class 14 contains 52709 members 
Mstep: Class 15 contains 103347 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143379 members 
Mstep: Class 18 contains 26554 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948700.000000 Penalty: 13305.507812
Iteration 305Q: 22 clusters Score -4.69487e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63427 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 19902 members 
Mstep: Class 6 contains 151724 members 
Mstep: Class 7 contains 23403 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100124 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 19967 members 
Mstep: Class 12 contains 306411 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 52734 members 
Mstep: Class 15 contains 103304 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143433 members 
Mstep: Class 18 contains 26567 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 39870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948744.000000 Penalty: 13305.507812
Iteration 306Q: 22 clusters Score -4.694874e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63463 members 
Mstep: Class 4 contains 35616 members 
Mstep: Class 5 contains 19916 members 
Mstep: Class 6 contains 151721 members 
Mstep: Class 7 contains 23366 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 100036 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 306607 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 52773 members 
Mstep: Class 15 contains 103299 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143460 members 
Mstep: Class 18 contains 26586 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948716.000000 Penalty: 13305.507812
Iteration 307Q: 22 clusters Score -4.694872e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63504 members 
Mstep: Class 4 contains 35395 members 
Mstep: Class 5 contains 19921 members 
Mstep: Class 6 contains 151757 members 
Mstep: Class 7 contains 23326 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 99956 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 19980 members 
Mstep: Class 12 contains 306807 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 52802 members 
Mstep: Class 15 contains 103302 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143457 members 
Mstep: Class 18 contains 26606 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 39879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948592.000000 Penalty: 13305.507812
Iteration 308Q: 22 clusters Score -4.694859e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63567 members 
Mstep: Class 4 contains 35253 members 
Mstep: Class 5 contains 19936 members 
Mstep: Class 6 contains 151853 members 
Mstep: Class 7 contains 23291 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 99864 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 306966 members 
Mstep: Class 13 contains 9083 members 
Mstep: Class 14 contains 52841 members 
Mstep: Class 15 contains 103225 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143427 members 
Mstep: Class 18 contains 26604 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 39877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948608.000000 Penalty: 13305.507812
Iteration 309Q: 22 clusters Score -4.694861e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63630 members 
Mstep: Class 4 contains 35151 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 151912 members 
Mstep: Class 7 contains 23242 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 99796 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 307118 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 14 contains 52885 members 
Mstep: Class 15 contains 103131 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143404 members 
Mstep: Class 18 contains 26599 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 39870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948560.000000 Penalty: 13305.507812
Iteration 310Q: 22 clusters Score -4.694856e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63695 members 
Mstep: Class 4 contains 34960 members 
Mstep: Class 5 contains 19968 members 
Mstep: Class 6 contains 152038 members 
Mstep: Class 7 contains 23199 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 99729 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 19980 members 
Mstep: Class 12 contains 307242 members 
Mstep: Class 13 contains 9089 members 
Mstep: Class 14 contains 52917 members 
Mstep: Class 15 contains 103089 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143377 members 
Mstep: Class 18 contains 26595 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 39877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948452.000000 Penalty: 13305.507812
Iteration 311Q: 22 clusters Score -4.694845e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63756 members 
Mstep: Class 4 contains 34827 members 
Mstep: Class 5 contains 19981 members 
Mstep: Class 6 contains 152138 members 
Mstep: Class 7 contains 23151 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 99655 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 19980 members 
Mstep: Class 12 contains 307345 members 
Mstep: Class 13 contains 9091 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 103037 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143360 members 
Mstep: Class 18 contains 26590 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 39883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948416.000000 Penalty: 13305.507812
Iteration 312Q: 22 clusters Score -4.694842e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63829 members 
Mstep: Class 4 contains 34674 members 
Mstep: Class 5 contains 19993 members 
Mstep: Class 6 contains 152234 members 
Mstep: Class 7 contains 23108 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 99603 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 307470 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 14 contains 52973 members 
Mstep: Class 15 contains 102990 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 143325 members 
Mstep: Class 18 contains 26582 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 39876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948352.000000 Penalty: 13305.507812
Iteration 313Q: 22 clusters Score -4.694835e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63908 members 
Mstep: Class 4 contains 34548 members 
Mstep: Class 5 contains 20008 members 
Mstep: Class 6 contains 152303 members 
Mstep: Class 7 contains 23059 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 99554 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 19982 members 
Mstep: Class 12 contains 307601 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 14 contains 52997 members 
Mstep: Class 15 contains 102939 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 143279 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 39875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948272.000000 Penalty: 13305.507812
Iteration 314Q: 22 clusters Score -4.694827e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63969 members 
Mstep: Class 4 contains 34358 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 152482 members 
Mstep: Class 7 contains 23013 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 99493 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 19988 members 
Mstep: Class 12 contains 307659 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 14 contains 53013 members 
Mstep: Class 15 contains 102918 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 143259 members 
Mstep: Class 18 contains 26563 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 39879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948392.000000 Penalty: 13305.507812
Iteration 315Q: 22 clusters Score -4.694839e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64027 members 
Mstep: Class 4 contains 34227 members 
Mstep: Class 5 contains 20033 members 
Mstep: Class 6 contains 152613 members 
Mstep: Class 7 contains 22970 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 99414 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 19996 members 
Mstep: Class 12 contains 307761 members 
Mstep: Class 13 contains 9106 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 15 contains 102890 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 143214 members 
Mstep: Class 18 contains 26566 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 39878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948216.000000 Penalty: 13305.507812
Iteration 316Q: 22 clusters Score -4.694822e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64088 members 
Mstep: Class 4 contains 34109 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 152786 members 
Mstep: Class 7 contains 22932 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 99322 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 20003 members 
Mstep: Class 12 contains 307867 members 
Mstep: Class 13 contains 9098 members 
Mstep: Class 14 contains 53033 members 
Mstep: Class 15 contains 102838 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 143156 members 
Mstep: Class 18 contains 26572 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 39872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948200.000000 Penalty: 13305.507812
Iteration 317Q: 22 clusters Score -4.69482e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64150 members 
Mstep: Class 4 contains 34005 members 
Mstep: Class 5 contains 20053 members 
Mstep: Class 6 contains 152912 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 99244 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 308008 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 14 contains 53042 members 
Mstep: Class 15 contains 102779 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 143088 members 
Mstep: Class 18 contains 26576 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 39870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948204.000000 Penalty: 13305.507812
Iteration 318Q: 22 clusters Score -4.69482e+07 nChanged 1021
Entering ConstructFrom: 
Score: -46948204.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -184571.234375 Penalty: 381.206360
	Iteration 0F: 2 clusters Score -184571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -181601.734375 Penalty: 762.412720
	Iteration 0F: 3 clusters Score -181601.7 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -182754.687500 Penalty: 762.412720
	Iteration 1F: 3 clusters Score -182754.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -182973.375000 Penalty: 762.412720
	Iteration 2F: 3 clusters Score -182973.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -183230.484375 Penalty: 762.412720
	Iteration 3F: 3 clusters Score -183230.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -183498.828125 Penalty: 762.412720
	Iteration 4F: 3 clusters Score -183498.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -183727.578125 Penalty: 762.412720
	Iteration 5F: 3 clusters Score -183727.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -183909.484375 Penalty: 762.412720
	Iteration 6F: 3 clusters Score -183909.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -184052.796875 Penalty: 762.412720
	Iteration 7Q: 3 clusters Score -184052.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -184138.109375 Penalty: 762.412720
	Iteration 8Q: 3 clusters Score -184138.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184201.500000 Penalty: 762.412720
	Iteration 9Q: 3 clusters Score -184201.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -184257.531250 Penalty: 762.412720
	Iteration 10Q: 3 clusters Score -184257.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -184302.421875 Penalty: 762.412720
	Iteration 11Q: 3 clusters Score -184302.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184330.812500 Penalty: 762.412720
	Iteration 12Q: 3 clusters Score -184330.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184345.390625 Penalty: 762.412720
	Iteration 13Q: 3 clusters Score -184345.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184351.921875 Penalty: 762.412720
	Iteration 14Q: 3 clusters Score -184351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -184356.765625 Penalty: 762.412720
	Iteration 15Q: 3 clusters Score -184356.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184360.156250 Penalty: 762.412720
	Iteration 16Q: 3 clusters Score -184360.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184363.578125 Penalty: 762.412720
	Iteration 17Q: 3 clusters Score -184363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184368.031250 Penalty: 762.412720
	Iteration 18Q: 3 clusters Score -184368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184372.218750 Penalty: 762.412720
	Iteration 19Q: 3 clusters Score -184372.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -184375.796875 Penalty: 762.412720
	Iteration 20F: 3 clusters Score -184375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -184379.640625 Penalty: 762.412720
	Iteration 21Q: 3 clusters Score -184379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184382.078125 Penalty: 762.412720
	Iteration 22Q: 3 clusters Score -184382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -184383.703125 Penalty: 762.412720
	Iteration 23Q: 3 clusters Score -184383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184384.718750 Penalty: 762.412720
	Iteration 24Q: 3 clusters Score -184384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -184385.250000 Penalty: 762.412720
	Iteration 25Q: 3 clusters Score -184385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184384.921875 Penalty: 762.412720
	Iteration 26Q: 3 clusters Score -184384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184385.312500 Penalty: 762.412720
	Iteration 27Q: 3 clusters Score -184385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184385.203125 Penalty: 762.412720
	Iteration 28Q: 3 clusters Score -184385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -184385.171875 Penalty: 762.412720
	Iteration 29Q: 3 clusters Score -184385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184386.093750 Penalty: 762.412720
	Iteration 30Q: 3 clusters Score -184386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184386.484375 Penalty: 762.412720
	Iteration 31Q: 3 clusters Score -184386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -184388.125000 Penalty: 762.412720
	Iteration 32Q: 3 clusters Score -184388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184388.406250 Penalty: 762.412720
	Iteration 33Q: 3 clusters Score -184388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184388.531250 Penalty: 762.412720
	Iteration 34Q: 3 clusters Score -184388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -184388.562500 Penalty: 762.412720
	Iteration 35Q: 3 clusters Score -184388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184389.015625 Penalty: 762.412720
	Iteration 36Q: 3 clusters Score -184389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184389.015625 Penalty: 762.412720
	Iteration 37F: 3 clusters Score -184389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8178.247559 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8178.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7877.700195 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7877.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8067.735840 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -8067.736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8118.227051 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8118.227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8164.652832 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -8164.653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8201.558594 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -8201.559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8214.695312 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8214.695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8222.781250 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8222.781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8231.732422 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8231.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8231.732422 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -8231.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 41 members 
Mstep: Class 3 contains 64221 members 
Mstep: Class 4 contains 33897 members 
Mstep: Class 5 contains 20062 members 
Mstep: Class 6 contains 153062 members 
Mstep: Class 7 contains 22861 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 99166 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 308114 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 53032 members 
Mstep: Class 15 contains 102741 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 143014 members 
Mstep: Class 18 contains 26579 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39878 members 
Mstep: Class 22 contains 229 members 
Entering Unmasked Estep 
Score: -46947756.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46948204.000000 to -46947756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (64221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Entering Unmasked Estep 
Score: -2844651.000000 Penalty: 503.688904
	Iteration 0F: 2 clusters Score -2844651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -2801647.000000 Penalty: 1007.377808
	Iteration 0F: 3 clusters Score -2801647 nChanged 31134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -2820125.750000 Penalty: 1007.377808
	Iteration 1F: 3 clusters Score -2820126 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -2820810.250000 Penalty: 1007.377808
	Iteration 2Q: 3 clusters Score -2820810 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -2821802.250000 Penalty: 1007.377808
	Iteration 3Q: 3 clusters Score -2821802 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2823417.000000 Penalty: 1007.377808
	Iteration 4F: 3 clusters Score -2823417 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2825987.000000 Penalty: 1007.377808
	Iteration 5F: 3 clusters Score -2825987 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2829693.250000 Penalty: 1007.377808
	Iteration 6F: 3 clusters Score -2829693 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2833673.500000 Penalty: 1007.377808
	Iteration 7F: 3 clusters Score -2833674 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2836820.500000 Penalty: 1007.377808
	Iteration 8F: 3 clusters Score -2836820 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2838752.500000 Penalty: 1007.377808
	Iteration 9Q: 3 clusters Score -2838752 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2840078.750000 Penalty: 1007.377808
	Iteration 10Q: 3 clusters Score -2840079 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2841067.250000 Penalty: 1007.377808
	Iteration 11Q: 3 clusters Score -2841067 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2841948.000000 Penalty: 1007.377808
	Iteration 12Q: 3 clusters Score -2841948 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2842678.250000 Penalty: 1007.377808
	Iteration 13Q: 3 clusters Score -2842678 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2843180.500000 Penalty: 1007.377808
	Iteration 14Q: 3 clusters Score -2843180 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2843553.500000 Penalty: 1007.377808
	Iteration 15Q: 3 clusters Score -2843554 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2843820.250000 Penalty: 1007.377808
	Iteration 16Q: 3 clusters Score -2843820 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2843994.000000 Penalty: 1007.377808
	Iteration 17Q: 3 clusters Score -2843994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2844133.250000 Penalty: 1007.377808
	Iteration 18Q: 3 clusters Score -2844133 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2844198.250000 Penalty: 1007.377808
	Iteration 19Q: 3 clusters Score -2844198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2844234.750000 Penalty: 1007.377808
	Iteration 20F: 3 clusters Score -2844235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2844286.000000 Penalty: 1007.377808
	Iteration 21Q: 3 clusters Score -2844286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2844319.500000 Penalty: 1007.377808
	Iteration 22Q: 3 clusters Score -2844320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2844342.500000 Penalty: 1007.377808
	Iteration 23Q: 3 clusters Score -2844342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2844352.500000 Penalty: 1007.377808
	Iteration 24Q: 3 clusters Score -2844352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2844359.000000 Penalty: 1007.377808
	Iteration 25Q: 3 clusters Score -2844359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2844371.250000 Penalty: 1007.377808
	Iteration 26Q: 3 clusters Score -2844371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2844373.500000 Penalty: 1007.377808
	Iteration 27Q: 3 clusters Score -2844374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2844375.250000 Penalty: 1007.377808
	Iteration 28Q: 3 clusters Score -2844375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2844378.250000 Penalty: 1007.377808
	Iteration 29Q: 3 clusters Score -2844378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2844383.000000 Penalty: 1007.377808
	Iteration 30Q: 3 clusters Score -2844383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2844382.000000 Penalty: 1007.377808
	Iteration 31Q: 3 clusters Score -2844382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2844384.250000 Penalty: 1007.377808
	Iteration 32Q: 3 clusters Score -2844384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2844386.000000 Penalty: 1007.377808
	Iteration 33Q: 3 clusters Score -2844386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2844384.750000 Penalty: 1007.377808
	Iteration 34Q: 3 clusters Score -2844385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2844385.500000 Penalty: 1007.377808
	Iteration 35Q: 3 clusters Score -2844386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2844386.250000 Penalty: 1007.377808
	Iteration 36Q: 3 clusters Score -2844386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2844387.250000 Penalty: 1007.377808
	Iteration 37Q: 3 clusters Score -2844387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2844387.250000 Penalty: 1007.377808
	Iteration 38F: 3 clusters Score -2844387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Entering Unmasked Estep 
Score: -1572173.125000 Penalty: 474.614227
	Iteration 0F: 2 clusters Score -1572173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1549467.000000 Penalty: 949.228455
	Iteration 0F: 3 clusters Score -1549467 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1558978.500000 Penalty: 949.228455
	Iteration 1F: 3 clusters Score -1558978 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1559442.125000 Penalty: 949.228455
	Iteration 2Q: 3 clusters Score -1559442 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1560074.875000 Penalty: 949.228455
	Iteration 3Q: 3 clusters Score -1560075 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1561084.125000 Penalty: 949.228455
	Iteration 4F: 3 clusters Score -1561084 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1562717.625000 Penalty: 949.228455
	Iteration 5F: 3 clusters Score -1562718 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1565057.875000 Penalty: 949.228455
	Iteration 6F: 3 clusters Score -1565058 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1567648.625000 Penalty: 949.228455
	Iteration 7F: 3 clusters Score -1567649 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1569720.625000 Penalty: 949.228455
	Iteration 8F: 3 clusters Score -1569721 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1570926.375000 Penalty: 949.228455
	Iteration 9Q: 3 clusters Score -1570926 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1571456.125000 Penalty: 949.228455
	Iteration 10Q: 3 clusters Score -1571456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1571635.875000 Penalty: 949.228455
	Iteration 11Q: 3 clusters Score -1571636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1571723.625000 Penalty: 949.228455
	Iteration 12Q: 3 clusters Score -1571724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1571737.500000 Penalty: 949.228455
	Iteration 13Q: 3 clusters Score -1571738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1571743.750000 Penalty: 949.228455
	Iteration 14Q: 3 clusters Score -1571744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1571750.125000 Penalty: 949.228455
	Iteration 15Q: 3 clusters Score -1571750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1571752.750000 Penalty: 949.228455
	Iteration 16Q: 3 clusters Score -1571753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1571754.000000 Penalty: 949.228455
	Iteration 17Q: 3 clusters Score -1571754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1571754.250000 Penalty: 949.228455
	Iteration 18Q: 3 clusters Score -1571754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1571754.250000 Penalty: 949.228455
	Iteration 19F: 3 clusters Score -1571754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Entering Unmasked Estep 
Score: -867398.500000 Penalty: 450.749512
	Iteration 0F: 2 clusters Score -867398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -854090.500000 Penalty: 901.499023
	Iteration 0F: 3 clusters Score -854090.5 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -860525.625000 Penalty: 901.499023
	Iteration 1F: 3 clusters Score -860525.6 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -861681.687500 Penalty: 901.499023
	Iteration 2F: 3 clusters Score -861681.7 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -862982.625000 Penalty: 901.499023
	Iteration 3F: 3 clusters Score -862982.6 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -864042.812500 Penalty: 901.499023
	Iteration 4F: 3 clusters Score -864042.8 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -864603.750000 Penalty: 901.499023
	Iteration 5Q: 3 clusters Score -864603.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -864874.375000 Penalty: 901.499023
	Iteration 6Q: 3 clusters Score -864874.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -865071.937500 Penalty: 901.499023
	Iteration 7Q: 3 clusters Score -865071.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -865244.875000 Penalty: 901.499023
	Iteration 8Q: 3 clusters Score -865244.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -865410.312500 Penalty: 901.499023
	Iteration 9Q: 3 clusters Score -865410.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -865544.312500 Penalty: 901.499023
	Iteration 10Q: 3 clusters Score -865544.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -865672.562500 Penalty: 901.499023
	Iteration 11Q: 3 clusters Score -865672.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -865806.187500 Penalty: 901.499023
	Iteration 12Q: 3 clusters Score -865806.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -865953.625000 Penalty: 901.499023
	Iteration 13Q: 3 clusters Score -865953.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -866085.625000 Penalty: 901.499023
	Iteration 14Q: 3 clusters Score -866085.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -866221.937500 Penalty: 901.499023
	Iteration 15Q: 3 clusters Score -866221.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -866350.875000 Penalty: 901.499023
	Iteration 16Q: 3 clusters Score -866350.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -866457.875000 Penalty: 901.499023
	Iteration 17Q: 3 clusters Score -866457.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -866551.812500 Penalty: 901.499023
	Iteration 18Q: 3 clusters Score -866551.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -866627.250000 Penalty: 901.499023
	Iteration 19Q: 3 clusters Score -866627.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -866684.000000 Penalty: 901.499023
	Iteration 20F: 3 clusters Score -866684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -866739.750000 Penalty: 901.499023
	Iteration 21Q: 3 clusters Score -866739.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -866779.937500 Penalty: 901.499023
	Iteration 22Q: 3 clusters Score -866779.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -866821.000000 Penalty: 901.499023
	Iteration 23Q: 3 clusters Score -866821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -866847.875000 Penalty: 901.499023
	Iteration 24Q: 3 clusters Score -866847.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -866872.250000 Penalty: 901.499023
	Iteration 25Q: 3 clusters Score -866872.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -866893.687500 Penalty: 901.499023
	Iteration 26Q: 3 clusters Score -866893.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -866908.750000 Penalty: 901.499023
	Iteration 27Q: 3 clusters Score -866908.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -866917.562500 Penalty: 901.499023
	Iteration 28Q: 3 clusters Score -866917.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -866924.875000 Penalty: 901.499023
	Iteration 29Q: 3 clusters Score -866924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -866931.125000 Penalty: 901.499023
	Iteration 30Q: 3 clusters Score -866931.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -866938.625000 Penalty: 901.499023
	Iteration 31Q: 3 clusters Score -866938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -866948.062500 Penalty: 901.499023
	Iteration 32Q: 3 clusters Score -866948.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -866959.250000 Penalty: 901.499023
	Iteration 33Q: 3 clusters Score -866959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -866966.062500 Penalty: 901.499023
	Iteration 34Q: 3 clusters Score -866966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -866983.562500 Penalty: 901.499023
	Iteration 35Q: 3 clusters Score -866983.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -866995.937500 Penalty: 901.499023
	Iteration 36Q: 3 clusters Score -866995.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -867005.812500 Penalty: 901.499023
	Iteration 37Q: 3 clusters Score -867005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -867010.375000 Penalty: 901.499023
	Iteration 38Q: 3 clusters Score -867010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -867012.375000 Penalty: 901.499023
	Iteration 39Q: 3 clusters Score -867012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -867014.937500 Penalty: 901.499023
	Iteration 40F: 3 clusters Score -867014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -867015.937500 Penalty: 901.499023
	Iteration 41Q: 3 clusters Score -867015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -867019.875000 Penalty: 901.499023
	Iteration 42Q: 3 clusters Score -867019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -867024.687500 Penalty: 901.499023
	Iteration 43Q: 3 clusters Score -867024.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -867028.500000 Penalty: 901.499023
	Iteration 44Q: 3 clusters Score -867028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -867032.312500 Penalty: 901.499023
	Iteration 45Q: 3 clusters Score -867032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -867034.687500 Penalty: 901.499023
	Iteration 46Q: 3 clusters Score -867034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -867036.000000 Penalty: 901.499023
	Iteration 47Q: 3 clusters Score -867036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -867037.437500 Penalty: 901.499023
	Iteration 48Q: 3 clusters Score -867037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -867038.125000 Penalty: 901.499023
	Iteration 49Q: 3 clusters Score -867038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -867038.812500 Penalty: 901.499023
	Iteration 50Q: 3 clusters Score -867038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -867038.812500 Penalty: 901.499023
	Iteration 51F: 3 clusters Score -867038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Entering Unmasked Estep 
Score: -6906389.000000 Penalty: 543.206238
	Iteration 0F: 2 clusters Score -6906389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -6802678.500000 Penalty: 1086.412476
	Iteration 0F: 3 clusters Score -6802678 nChanged 75066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -6849006.000000 Penalty: 1086.412476
	Iteration 1F: 3 clusters Score -6849006 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -6851554.000000 Penalty: 1086.412476
	Iteration 2Q: 3 clusters Score -6851554 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -6855525.500000 Penalty: 1086.412476
	Iteration 3F: 3 clusters Score -6855526 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6861849.000000 Penalty: 1086.412476
	Iteration 4F: 3 clusters Score -6861849 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -6870768.000000 Penalty: 1086.412476
	Iteration 5F: 3 clusters Score -6870768 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121629 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -6880664.500000 Penalty: 1086.412476
	Iteration 6F: 3 clusters Score -6880664 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6888094.500000 Penalty: 1086.412476
	Iteration 7F: 3 clusters Score -6888094 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -6892262.000000 Penalty: 1086.412476
	Iteration 8Q: 3 clusters Score -6892262 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136986 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -6894869.000000 Penalty: 1086.412476
	Iteration 9Q: 3 clusters Score -6894869 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -6896968.500000 Penalty: 1086.412476
	Iteration 10Q: 3 clusters Score -6896968 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -6898806.000000 Penalty: 1086.412476
	Iteration 11Q: 3 clusters Score -6898806 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -6900570.000000 Penalty: 1086.412476
	Iteration 12Q: 3 clusters Score -6900570 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6902035.000000 Penalty: 1086.412476
	Iteration 13Q: 3 clusters Score -6902035 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6903112.000000 Penalty: 1086.412476
	Iteration 14Q: 3 clusters Score -6903112 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150356 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6904000.500000 Penalty: 1086.412476
	Iteration 15Q: 3 clusters Score -6904000 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6904594.000000 Penalty: 1086.412476
	Iteration 16Q: 3 clusters Score -6904594 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151885 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6905064.500000 Penalty: 1086.412476
	Iteration 17Q: 3 clusters Score -6905064 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6905409.500000 Penalty: 1086.412476
	Iteration 18Q: 3 clusters Score -6905410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6905617.000000 Penalty: 1086.412476
	Iteration 19Q: 3 clusters Score -6905617 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6905756.500000 Penalty: 1086.412476
	Iteration 20F: 3 clusters Score -6905756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6905828.000000 Penalty: 1086.412476
	Iteration 21Q: 3 clusters Score -6905828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6905861.000000 Penalty: 1086.412476
	Iteration 22Q: 3 clusters Score -6905861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6905868.500000 Penalty: 1086.412476
	Iteration 23Q: 3 clusters Score -6905868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6905873.500000 Penalty: 1086.412476
	Iteration 24Q: 3 clusters Score -6905874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6905877.500000 Penalty: 1086.412476
	Iteration 25Q: 3 clusters Score -6905878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6905885.000000 Penalty: 1086.412476
	Iteration 26Q: 3 clusters Score -6905885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6905882.500000 Penalty: 1086.412476
	Iteration 27Q: 3 clusters Score -6905882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6905882.500000 Penalty: 1086.412476
	Iteration 28F: 3 clusters Score -6905882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Entering Unmasked Estep 
Score: -1000250.625000 Penalty: 456.692047
	Iteration 0F: 2 clusters Score -1000251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -984998.062500 Penalty: 913.384094
	Iteration 0F: 3 clusters Score -984998.1 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -991586.062500 Penalty: 913.384094
	Iteration 1F: 3 clusters Score -991586.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -992250.687500 Penalty: 913.384094
	Iteration 2F: 3 clusters Score -992250.7 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -993414.875000 Penalty: 913.384094
	Iteration 3F: 3 clusters Score -993414.9 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -995209.687500 Penalty: 913.384094
	Iteration 4F: 3 clusters Score -995209.7 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -997062.625000 Penalty: 913.384094
	Iteration 5F: 3 clusters Score -997062.6 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -998453.312500 Penalty: 913.384094
	Iteration 6F: 3 clusters Score -998453.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -999108.500000 Penalty: 913.384094
	Iteration 7Q: 3 clusters Score -999108.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -999407.187500 Penalty: 913.384094
	Iteration 8Q: 3 clusters Score -999407.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -999557.500000 Penalty: 913.384094
	Iteration 9Q: 3 clusters Score -999557.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -999649.125000 Penalty: 913.384094
	Iteration 10Q: 3 clusters Score -999649.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -999700.687500 Penalty: 913.384094
	Iteration 11Q: 3 clusters Score -999700.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -999736.937500 Penalty: 913.384094
	Iteration 12Q: 3 clusters Score -999736.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -999767.937500 Penalty: 913.384094
	Iteration 13Q: 3 clusters Score -999767.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -999784.937500 Penalty: 913.384094
	Iteration 14Q: 3 clusters Score -999784.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -999798.750000 Penalty: 913.384094
	Iteration 15Q: 3 clusters Score -999798.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -999816.312500 Penalty: 913.384094
	Iteration 16Q: 3 clusters Score -999816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -999823.250000 Penalty: 913.384094
	Iteration 17Q: 3 clusters Score -999823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -999832.875000 Penalty: 913.384094
	Iteration 18Q: 3 clusters Score -999832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -999842.687500 Penalty: 913.384094
	Iteration 19Q: 3 clusters Score -999842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -999848.937500 Penalty: 913.384094
	Iteration 20F: 3 clusters Score -999848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -999854.250000 Penalty: 913.384094
	Iteration 21Q: 3 clusters Score -999854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -999856.750000 Penalty: 913.384094
	Iteration 22Q: 3 clusters Score -999856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -999858.187500 Penalty: 913.384094
	Iteration 23Q: 3 clusters Score -999858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -999858.937500 Penalty: 913.384094
	Iteration 24Q: 3 clusters Score -999858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -999858.937500 Penalty: 913.384094
	Iteration 25F: 3 clusters Score -999858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -40676.363281 Penalty: 319.092224
	Iteration 0F: 2 clusters Score -40676.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39782.964844 Penalty: 638.184448
	Iteration 0F: 3 clusters Score -39782.96 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40085.734375 Penalty: 638.184448
	Iteration 1F: 3 clusters Score -40085.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -40170.183594 Penalty: 638.184448
	Iteration 2F: 3 clusters Score -40170.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40221.109375 Penalty: 638.184448
	Iteration 3F: 3 clusters Score -40221.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40264.246094 Penalty: 638.184448
	Iteration 4F: 3 clusters Score -40264.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40299.093750 Penalty: 638.184448
	Iteration 5Q: 3 clusters Score -40299.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40329.808594 Penalty: 638.184448
	Iteration 6Q: 3 clusters Score -40329.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40357.917969 Penalty: 638.184448
	Iteration 7Q: 3 clusters Score -40357.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40383.003906 Penalty: 638.184448
	Iteration 8Q: 3 clusters Score -40383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40412.613281 Penalty: 638.184448
	Iteration 9Q: 3 clusters Score -40412.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40429.972656 Penalty: 638.184448
	Iteration 10Q: 3 clusters Score -40429.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40446.945312 Penalty: 638.184448
	Iteration 11Q: 3 clusters Score -40446.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40459.468750 Penalty: 638.184448
	Iteration 12Q: 3 clusters Score -40459.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40475.699219 Penalty: 638.184448
	Iteration 13Q: 3 clusters Score -40475.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40485.921875 Penalty: 638.184448
	Iteration 14Q: 3 clusters Score -40485.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40492.746094 Penalty: 638.184448
	Iteration 15Q: 3 clusters Score -40492.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40500.417969 Penalty: 638.184448
	Iteration 16Q: 3 clusters Score -40500.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40514.789062 Penalty: 638.184448
	Iteration 17Q: 3 clusters Score -40514.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40531.964844 Penalty: 638.184448
	Iteration 18Q: 3 clusters Score -40531.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40547.621094 Penalty: 638.184448
	Iteration 19Q: 3 clusters Score -40547.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40559.777344 Penalty: 638.184448
	Iteration 20F: 3 clusters Score -40559.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -40566.265625 Penalty: 638.184448
	Iteration 21Q: 3 clusters Score -40566.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40568.812500 Penalty: 638.184448
	Iteration 22Q: 3 clusters Score -40568.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40575.339844 Penalty: 638.184448
	Iteration 23Q: 3 clusters Score -40575.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40587.253906 Penalty: 638.184448
	Iteration 24Q: 3 clusters Score -40587.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -40590.171875 Penalty: 638.184448
	Iteration 25Q: 3 clusters Score -40590.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -40593.507812 Penalty: 638.184448
	Iteration 26Q: 3 clusters Score -40593.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -40595.695312 Penalty: 638.184448
	Iteration 27Q: 3 clusters Score -40595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -40596.687500 Penalty: 638.184448
	Iteration 28Q: 3 clusters Score -40596.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -40596.734375 Penalty: 638.184448
	Iteration 29Q: 3 clusters Score -40596.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -40597.234375 Penalty: 638.184448
	Iteration 30Q: 3 clusters Score -40597.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40597.835938 Penalty: 638.184448
	Iteration 31Q: 3 clusters Score -40597.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40602.957031 Penalty: 638.184448
	Iteration 32Q: 3 clusters Score -40602.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -40607.878906 Penalty: 638.184448
	Iteration 33Q: 3 clusters Score -40607.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -40609.472656 Penalty: 638.184448
	Iteration 34Q: 3 clusters Score -40609.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -40612.378906 Penalty: 638.184448
	Iteration 35Q: 3 clusters Score -40612.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -40612.378906 Penalty: 638.184448
	Iteration 36F: 3 clusters Score -40612.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Entering Unmasked Estep 
Score: -4402078.000000 Penalty: 523.457092
	Iteration 0F: 2 clusters Score -4402078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -4335218.000000 Penalty: 1046.914185
	Iteration 0F: 3 clusters Score -4335218 nChanged 48380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -4364953.500000 Penalty: 1046.914185
	Iteration 1F: 3 clusters Score -4364954 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -4366538.000000 Penalty: 1046.914185
	Iteration 2Q: 3 clusters Score -4366538 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4369322.000000 Penalty: 1046.914185
	Iteration 3Q: 3 clusters Score -4369322 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4373479.000000 Penalty: 1046.914185
	Iteration 4F: 3 clusters Score -4373479 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4378668.000000 Penalty: 1046.914185
	Iteration 5F: 3 clusters Score -4378668 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4383349.500000 Penalty: 1046.914185
	Iteration 6F: 3 clusters Score -4383350 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4386062.500000 Penalty: 1046.914185
	Iteration 7Q: 3 clusters Score -4386062 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4387321.500000 Penalty: 1046.914185
	Iteration 8Q: 3 clusters Score -4387322 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4388149.500000 Penalty: 1046.914185
	Iteration 9Q: 3 clusters Score -4388150 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -4389042.500000 Penalty: 1046.914185
	Iteration 10Q: 3 clusters Score -4389042 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4390001.500000 Penalty: 1046.914185
	Iteration 11Q: 3 clusters Score -4390002 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4391138.000000 Penalty: 1046.914185
	Iteration 12Q: 3 clusters Score -4391138 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4392435.000000 Penalty: 1046.914185
	Iteration 13Q: 3 clusters Score -4392435 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4393732.500000 Penalty: 1046.914185
	Iteration 14Q: 3 clusters Score -4393732 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4394892.500000 Penalty: 1046.914185
	Iteration 15Q: 3 clusters Score -4394892 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4395995.500000 Penalty: 1046.914185
	Iteration 16Q: 3 clusters Score -4395996 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4396935.000000 Penalty: 1046.914185
	Iteration 17Q: 3 clusters Score -4396935 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4397639.500000 Penalty: 1046.914185
	Iteration 18Q: 3 clusters Score -4397640 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4398242.000000 Penalty: 1046.914185
	Iteration 19Q: 3 clusters Score -4398242 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4398705.000000 Penalty: 1046.914185
	Iteration 20F: 3 clusters Score -4398705 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4399105.000000 Penalty: 1046.914185
	Iteration 21Q: 3 clusters Score -4399105 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4399499.500000 Penalty: 1046.914185
	Iteration 22Q: 3 clusters Score -4399500 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4399793.500000 Penalty: 1046.914185
	Iteration 23Q: 3 clusters Score -4399794 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4400070.000000 Penalty: 1046.914185
	Iteration 24Q: 3 clusters Score -4400070 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4400323.500000 Penalty: 1046.914185
	Iteration 25Q: 3 clusters Score -4400324 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4400561.000000 Penalty: 1046.914185
	Iteration 26Q: 3 clusters Score -4400561 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4400727.500000 Penalty: 1046.914185
	Iteration 27Q: 3 clusters Score -4400728 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4400850.000000 Penalty: 1046.914185
	Iteration 28Q: 3 clusters Score -4400850 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4400965.000000 Penalty: 1046.914185
	Iteration 29Q: 3 clusters Score -4400965 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4401058.500000 Penalty: 1046.914185
	Iteration 30Q: 3 clusters Score -4401058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4401138.500000 Penalty: 1046.914185
	Iteration 31Q: 3 clusters Score -4401138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4401220.500000 Penalty: 1046.914185
	Iteration 32Q: 3 clusters Score -4401220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4401284.500000 Penalty: 1046.914185
	Iteration 33Q: 3 clusters Score -4401284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98147 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4401342.500000 Penalty: 1046.914185
	Iteration 34Q: 3 clusters Score -4401342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4401379.000000 Penalty: 1046.914185
	Iteration 35Q: 3 clusters Score -4401379 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4401413.000000 Penalty: 1046.914185
	Iteration 36Q: 3 clusters Score -4401413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4401441.000000 Penalty: 1046.914185
	Iteration 37Q: 3 clusters Score -4401441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4401479.000000 Penalty: 1046.914185
	Iteration 38Q: 3 clusters Score -4401479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4401502.000000 Penalty: 1046.914185
	Iteration 39Q: 3 clusters Score -4401502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4401515.500000 Penalty: 1046.914185
	Iteration 40F: 3 clusters Score -4401516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4401521.500000 Penalty: 1046.914185
	Iteration 41Q: 3 clusters Score -4401522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4401529.500000 Penalty: 1046.914185
	Iteration 42Q: 3 clusters Score -4401530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4401535.000000 Penalty: 1046.914185
	Iteration 43Q: 3 clusters Score -4401535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4401537.500000 Penalty: 1046.914185
	Iteration 44Q: 3 clusters Score -4401538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4401541.500000 Penalty: 1046.914185
	Iteration 45Q: 3 clusters Score -4401542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4401547.000000 Penalty: 1046.914185
	Iteration 46Q: 3 clusters Score -4401547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4401553.500000 Penalty: 1046.914185
	Iteration 47Q: 3 clusters Score -4401554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4401553.500000 Penalty: 1046.914185
	Iteration 48Q: 3 clusters Score -4401554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4401560.500000 Penalty: 1046.914185
	Iteration 49Q: 3 clusters Score -4401560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4401568.000000 Penalty: 1046.914185
	Iteration 50Q: 3 clusters Score -4401568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4401572.000000 Penalty: 1046.914185
	Iteration 51Q: 3 clusters Score -4401572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4401576.500000 Penalty: 1046.914185
	Iteration 52Q: 3 clusters Score -4401576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4401580.500000 Penalty: 1046.914185
	Iteration 53Q: 3 clusters Score -4401580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4401585.000000 Penalty: 1046.914185
	Iteration 54Q: 3 clusters Score -4401585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4401587.500000 Penalty: 1046.914185
	Iteration 55Q: 3 clusters Score -4401588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4401590.000000 Penalty: 1046.914185
	Iteration 56Q: 3 clusters Score -4401590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4401595.500000 Penalty: 1046.914185
	Iteration 57Q: 3 clusters Score -4401596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4401597.000000 Penalty: 1046.914185
	Iteration 58Q: 3 clusters Score -4401597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4401601.000000 Penalty: 1046.914185
	Iteration 59Q: 3 clusters Score -4401601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4401605.000000 Penalty: 1046.914185
	Iteration 60F: 3 clusters Score -4401605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4401608.000000 Penalty: 1046.914185
	Iteration 61Q: 3 clusters Score -4401608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4401606.500000 Penalty: 1046.914185
	Iteration 62Q: 3 clusters Score -4401606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4401611.000000 Penalty: 1046.914185
	Iteration 63Q: 3 clusters Score -4401611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4401609.000000 Penalty: 1046.914185
	Iteration 64Q: 3 clusters Score -4401609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4401609.000000 Penalty: 1046.914185
	Iteration 65F: 3 clusters Score -4401609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -415199.843750 Penalty: 417.303040
	Iteration 0F: 2 clusters Score -415199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -408814.375000 Penalty: 834.606079
	Iteration 0F: 3 clusters Score -408814.4 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -411332.531250 Penalty: 834.606079
	Iteration 1F: 3 clusters Score -411332.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -411525.562500 Penalty: 834.606079
	Iteration 2F: 3 clusters Score -411525.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -411785.187500 Penalty: 834.606079
	Iteration 3F: 3 clusters Score -411785.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -412110.031250 Penalty: 834.606079
	Iteration 4F: 3 clusters Score -412110 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -412529.906250 Penalty: 834.606079
	Iteration 5F: 3 clusters Score -412529.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -412984.031250 Penalty: 834.606079
	Iteration 6F: 3 clusters Score -412984 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -413427.437500 Penalty: 834.606079
	Iteration 7Q: 3 clusters Score -413427.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -413737.531250 Penalty: 834.606079
	Iteration 8Q: 3 clusters Score -413737.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -413926.875000 Penalty: 834.606079
	Iteration 9Q: 3 clusters Score -413926.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -414046.781250 Penalty: 834.606079
	Iteration 10Q: 3 clusters Score -414046.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414129.750000 Penalty: 834.606079
	Iteration 11Q: 3 clusters Score -414129.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -414201.250000 Penalty: 834.606079
	Iteration 12Q: 3 clusters Score -414201.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -414274.218750 Penalty: 834.606079
	Iteration 13Q: 3 clusters Score -414274.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -414334.312500 Penalty: 834.606079
	Iteration 14Q: 3 clusters Score -414334.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -414386.187500 Penalty: 834.606079
	Iteration 15Q: 3 clusters Score -414386.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -414418.281250 Penalty: 834.606079
	Iteration 16Q: 3 clusters Score -414418.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -414453.437500 Penalty: 834.606079
	Iteration 17Q: 3 clusters Score -414453.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -414498.187500 Penalty: 834.606079
	Iteration 18Q: 3 clusters Score -414498.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -414539.312500 Penalty: 834.606079
	Iteration 19Q: 3 clusters Score -414539.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -414568.125000 Penalty: 834.606079
	Iteration 20F: 3 clusters Score -414568.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -414593.937500 Penalty: 834.606079
	Iteration 21Q: 3 clusters Score -414593.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -414616.593750 Penalty: 834.606079
	Iteration 22Q: 3 clusters Score -414616.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -414635.750000 Penalty: 834.606079
	Iteration 23Q: 3 clusters Score -414635.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -414654.125000 Penalty: 834.606079
	Iteration 24Q: 3 clusters Score -414654.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -414675.187500 Penalty: 834.606079
	Iteration 25Q: 3 clusters Score -414675.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -414707.062500 Penalty: 834.606079
	Iteration 26Q: 3 clusters Score -414707.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -414747.875000 Penalty: 834.606079
	Iteration 27Q: 3 clusters Score -414747.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -414793.656250 Penalty: 834.606079
	Iteration 28Q: 3 clusters Score -414793.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -414845.000000 Penalty: 834.606079
	Iteration 29Q: 3 clusters Score -414845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -414891.718750 Penalty: 834.606079
	Iteration 30Q: 3 clusters Score -414891.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -414927.500000 Penalty: 834.606079
	Iteration 31Q: 3 clusters Score -414927.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -414943.250000 Penalty: 834.606079
	Iteration 32Q: 3 clusters Score -414943.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -414949.937500 Penalty: 834.606079
	Iteration 33Q: 3 clusters Score -414949.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -414955.125000 Penalty: 834.606079
	Iteration 34Q: 3 clusters Score -414955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -414956.781250 Penalty: 834.606079
	Iteration 35Q: 3 clusters Score -414956.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -414959.437500 Penalty: 834.606079
	Iteration 36Q: 3 clusters Score -414959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -414960.093750 Penalty: 834.606079
	Iteration 37Q: 3 clusters Score -414960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -414959.656250 Penalty: 834.606079
	Iteration 38Q: 3 clusters Score -414959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -414960.468750 Penalty: 834.606079
	Iteration 39Q: 3 clusters Score -414960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -414965.750000 Penalty: 834.606079
	Iteration 40F: 3 clusters Score -414965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -414966.000000 Penalty: 834.606079
	Iteration 41Q: 3 clusters Score -414966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -414966.593750 Penalty: 834.606079
	Iteration 42Q: 3 clusters Score -414966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -414967.000000 Penalty: 834.606079
	Iteration 43Q: 3 clusters Score -414967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -414967.125000 Penalty: 834.606079
	Iteration 44Q: 3 clusters Score -414967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -414966.843750 Penalty: 834.606079
	Iteration 45Q: 3 clusters Score -414966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -414967.281250 Penalty: 834.606079
	Iteration 46Q: 3 clusters Score -414967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -414967.562500 Penalty: 834.606079
	Iteration 47Q: 3 clusters Score -414967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -414967.562500 Penalty: 834.606079
	Iteration 48F: 3 clusters Score -414967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Entering Unmasked Estep 
Score: -855865.812500 Penalty: 450.626892
	Iteration 0F: 2 clusters Score -855865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -842546.937500 Penalty: 901.253784
	Iteration 0F: 3 clusters Score -842546.9 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -848120.875000 Penalty: 901.253784
	Iteration 1F: 3 clusters Score -848120.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -848448.125000 Penalty: 901.253784
	Iteration 2Q: 3 clusters Score -848448.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -848818.250000 Penalty: 901.253784
	Iteration 3Q: 3 clusters Score -848818.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -849285.687500 Penalty: 901.253784
	Iteration 4Q: 3 clusters Score -849285.7 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -849867.500000 Penalty: 901.253784
	Iteration 5F: 3 clusters Score -849867.5 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -850664.875000 Penalty: 901.253784
	Iteration 6F: 3 clusters Score -850664.9 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -851660.312500 Penalty: 901.253784
	Iteration 7F: 3 clusters Score -851660.3 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -852721.375000 Penalty: 901.253784
	Iteration 8F: 3 clusters Score -852721.4 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -853664.000000 Penalty: 901.253784
	Iteration 9F: 3 clusters Score -853664 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -854343.312500 Penalty: 901.253784
	Iteration 10Q: 3 clusters Score -854343.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -854787.187500 Penalty: 901.253784
	Iteration 11Q: 3 clusters Score -854787.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -855079.375000 Penalty: 901.253784
	Iteration 12Q: 3 clusters Score -855079.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -855274.500000 Penalty: 901.253784
	Iteration 13Q: 3 clusters Score -855274.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -855423.437500 Penalty: 901.253784
	Iteration 14Q: 3 clusters Score -855423.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -855546.187500 Penalty: 901.253784
	Iteration 15Q: 3 clusters Score -855546.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -855633.875000 Penalty: 901.253784
	Iteration 16Q: 3 clusters Score -855633.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -855683.562500 Penalty: 901.253784
	Iteration 17Q: 3 clusters Score -855683.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -855719.187500 Penalty: 901.253784
	Iteration 18Q: 3 clusters Score -855719.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -855734.750000 Penalty: 901.253784
	Iteration 19Q: 3 clusters Score -855734.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -855756.562500 Penalty: 901.253784
	Iteration 20F: 3 clusters Score -855756.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -855771.500000 Penalty: 901.253784
	Iteration 21Q: 3 clusters Score -855771.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -855778.312500 Penalty: 901.253784
	Iteration 22Q: 3 clusters Score -855778.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -855787.312500 Penalty: 901.253784
	Iteration 23Q: 3 clusters Score -855787.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -855790.500000 Penalty: 901.253784
	Iteration 24Q: 3 clusters Score -855790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -855792.812500 Penalty: 901.253784
	Iteration 25Q: 3 clusters Score -855792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -855797.937500 Penalty: 901.253784
	Iteration 26Q: 3 clusters Score -855797.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -855804.937500 Penalty: 901.253784
	Iteration 27Q: 3 clusters Score -855804.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -855808.312500 Penalty: 901.253784
	Iteration 28Q: 3 clusters Score -855808.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -855810.812500 Penalty: 901.253784
	Iteration 29Q: 3 clusters Score -855810.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -855815.750000 Penalty: 901.253784
	Iteration 30Q: 3 clusters Score -855815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -855820.875000 Penalty: 901.253784
	Iteration 31Q: 3 clusters Score -855820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -855823.312500 Penalty: 901.253784
	Iteration 32Q: 3 clusters Score -855823.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -855822.875000 Penalty: 901.253784
	Iteration 33Q: 3 clusters Score -855822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -855823.375000 Penalty: 901.253784
	Iteration 34Q: 3 clusters Score -855823.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -855824.437500 Penalty: 901.253784
	Iteration 35Q: 3 clusters Score -855824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -855824.937500 Penalty: 901.253784
	Iteration 36Q: 3 clusters Score -855824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -855826.062500 Penalty: 901.253784
	Iteration 37Q: 3 clusters Score -855826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -855825.375000 Penalty: 901.253784
	Iteration 38Q: 3 clusters Score -855825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -855826.250000 Penalty: 901.253784
	Iteration 39Q: 3 clusters Score -855826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -855825.812500 Penalty: 901.253784
	Iteration 40F: 3 clusters Score -855825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -855824.937500 Penalty: 901.253784
	Iteration 41Q: 3 clusters Score -855824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -855827.750000 Penalty: 901.253784
	Iteration 42Q: 3 clusters Score -855827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -855827.750000 Penalty: 901.253784
	Iteration 43F: 3 clusters Score -855827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (308114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308114 members 
Entering Unmasked Estep 
Score: -13718437.000000 Penalty: 575.039246
	Iteration 0F: 2 clusters Score -1.371844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 153826 members 
Entering Unmasked Estep 
Score: -13514990.000000 Penalty: 1150.078491
	Iteration 0F: 3 clusters Score -1.351499e+07 nChanged 151825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159587 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -13611816.000000 Penalty: 1150.078491
	Iteration 1F: 3 clusters Score -1.361182e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -13618369.000000 Penalty: 1150.078491
	Iteration 2Q: 3 clusters Score -1.361837e+07 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172030 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -13630927.000000 Penalty: 1150.078491
	Iteration 3F: 3 clusters Score -1.363093e+07 nChanged 21776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -13653818.000000 Penalty: 1150.078491
	Iteration 4F: 3 clusters Score -1.365382e+07 nChanged 23699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -13679773.000000 Penalty: 1150.078491
	Iteration 5F: 3 clusters Score -1.367977e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192441 members 
Mstep: Class 2 contains 115673 members 
Entering Unmasked Estep 
Score: -13694184.000000 Penalty: 1150.078491
	Iteration 6F: 3 clusters Score -1.369418e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194344 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -13700256.000000 Penalty: 1150.078491
	Iteration 7Q: 3 clusters Score -1.370026e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195637 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -13704455.000000 Penalty: 1150.078491
	Iteration 8Q: 3 clusters Score -1.370446e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 111801 members 
Entering Unmasked Estep 
Score: -13707994.000000 Penalty: 1150.078491
	Iteration 9Q: 3 clusters Score -1.370799e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -13710869.000000 Penalty: 1150.078491
	Iteration 10Q: 3 clusters Score -1.371087e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196758 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -13713114.000000 Penalty: 1150.078491
	Iteration 11Q: 3 clusters Score -1.371311e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196678 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -13714824.000000 Penalty: 1150.078491
	Iteration 12Q: 3 clusters Score -1.371482e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196556 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -13716434.000000 Penalty: 1150.078491
	Iteration 13Q: 3 clusters Score -1.371643e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196610 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -13717445.000000 Penalty: 1150.078491
	Iteration 14Q: 3 clusters Score -1.371744e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196756 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -13718221.000000 Penalty: 1150.078491
	Iteration 15Q: 3 clusters Score -1.371822e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197064 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -13718692.000000 Penalty: 1150.078491
	Iteration 16Q: 3 clusters Score -1.371869e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197470 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -13718920.000000 Penalty: 1150.078491
	Iteration 17Q: 3 clusters Score -1.371892e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -13719006.000000 Penalty: 1150.078491
	Iteration 18Q: 3 clusters Score -1.371901e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198603 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -13719045.000000 Penalty: 1150.078491
	Iteration 19Q: 3 clusters Score -1.371904e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Mstep: Class 2 contains 108827 members 
Entering Unmasked Estep 
Score: -13719179.000000 Penalty: 1150.078491
	Iteration 20F: 3 clusters Score -1.371918e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -13719204.000000 Penalty: 1150.078491
	Iteration 21Q: 3 clusters Score -1.37192e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200635 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -13719163.000000 Penalty: 1150.078491
	Iteration 22Q: 3 clusters Score -1.371916e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201352 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -13719123.000000 Penalty: 1150.078491
	Iteration 23Q: 3 clusters Score -1.371912e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202099 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -13719109.000000 Penalty: 1150.078491
	Iteration 24Q: 3 clusters Score -1.371911e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -13719065.000000 Penalty: 1150.078491
	Iteration 25Q: 3 clusters Score -1.371906e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -13719121.000000 Penalty: 1150.078491
	Iteration 26Q: 3 clusters Score -1.371912e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204356 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -13719134.000000 Penalty: 1150.078491
	Iteration 27Q: 3 clusters Score -1.371913e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205053 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -13719124.000000 Penalty: 1150.078491
	Iteration 28Q: 3 clusters Score -1.371912e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205724 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -13719142.000000 Penalty: 1150.078491
	Iteration 29Q: 3 clusters Score -1.371914e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206421 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -13719128.000000 Penalty: 1150.078491
	Iteration 30Q: 3 clusters Score -1.371913e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207097 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -13719154.000000 Penalty: 1150.078491
	Iteration 31Q: 3 clusters Score -1.371915e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207814 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -13719155.000000 Penalty: 1150.078491
	Iteration 32Q: 3 clusters Score -1.371916e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208440 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -13719087.000000 Penalty: 1150.078491
	Iteration 33Q: 3 clusters Score -1.371909e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209027 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -13719057.000000 Penalty: 1150.078491
	Iteration 34Q: 3 clusters Score -1.371906e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209604 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -13719098.000000 Penalty: 1150.078491
	Iteration 35Q: 3 clusters Score -1.37191e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -13719097.000000 Penalty: 1150.078491
	Iteration 36Q: 3 clusters Score -1.37191e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210765 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -13719087.000000 Penalty: 1150.078491
	Iteration 37Q: 3 clusters Score -1.371909e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211378 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -13719091.000000 Penalty: 1150.078491
	Iteration 38Q: 3 clusters Score -1.371909e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212042 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -13719042.000000 Penalty: 1150.078491
	Iteration 39Q: 3 clusters Score -1.371904e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212681 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -13719038.000000 Penalty: 1150.078491
	Iteration 40F: 3 clusters Score -1.371904e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213368 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -13719017.000000 Penalty: 1150.078491
	Iteration 41Q: 3 clusters Score -1.371902e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214051 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -13719009.000000 Penalty: 1150.078491
	Iteration 42Q: 3 clusters Score -1.371901e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214855 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -13718997.000000 Penalty: 1150.078491
	Iteration 43Q: 3 clusters Score -1.3719e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215657 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -13718921.000000 Penalty: 1150.078491
	Iteration 44Q: 3 clusters Score -1.371892e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216504 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -13718874.000000 Penalty: 1150.078491
	Iteration 45Q: 3 clusters Score -1.371887e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217338 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -13718843.000000 Penalty: 1150.078491
	Iteration 46Q: 3 clusters Score -1.371884e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218102 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -13718838.000000 Penalty: 1150.078491
	Iteration 47Q: 3 clusters Score -1.371884e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218899 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -13718867.000000 Penalty: 1150.078491
	Iteration 48Q: 3 clusters Score -1.371887e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219682 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -13718908.000000 Penalty: 1150.078491
	Iteration 49Q: 3 clusters Score -1.371891e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220537 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -13718855.000000 Penalty: 1150.078491
	Iteration 50Q: 3 clusters Score -1.371886e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221496 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -13718931.000000 Penalty: 1150.078491
	Iteration 51Q: 3 clusters Score -1.371893e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222461 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -13718906.000000 Penalty: 1150.078491
	Iteration 52Q: 3 clusters Score -1.371891e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223428 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -13718949.000000 Penalty: 1150.078491
	Iteration 53Q: 3 clusters Score -1.371895e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224420 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -13718935.000000 Penalty: 1150.078491
	Iteration 54Q: 3 clusters Score -1.371894e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225417 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -13718918.000000 Penalty: 1150.078491
	Iteration 55Q: 3 clusters Score -1.371892e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226307 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -13718872.000000 Penalty: 1150.078491
	Iteration 56Q: 3 clusters Score -1.371887e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227241 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -13718811.000000 Penalty: 1150.078491
	Iteration 57Q: 3 clusters Score -1.371881e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228128 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -13718838.000000 Penalty: 1150.078491
	Iteration 58Q: 3 clusters Score -1.371884e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228949 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -13718818.000000 Penalty: 1150.078491
	Iteration 59Q: 3 clusters Score -1.371882e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229792 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -13718812.000000 Penalty: 1150.078491
	Iteration 60F: 3 clusters Score -1.371881e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -13718762.000000 Penalty: 1150.078491
	Iteration 61Q: 3 clusters Score -1.371876e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231428 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -13718773.000000 Penalty: 1150.078491
	Iteration 62Q: 3 clusters Score -1.371877e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -13718753.000000 Penalty: 1150.078491
	Iteration 63Q: 3 clusters Score -1.371875e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233052 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -13718799.000000 Penalty: 1150.078491
	Iteration 64Q: 3 clusters Score -1.37188e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233954 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -13718827.000000 Penalty: 1150.078491
	Iteration 65Q: 3 clusters Score -1.371883e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234804 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -13718805.000000 Penalty: 1150.078491
	Iteration 66Q: 3 clusters Score -1.37188e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235722 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -13718831.000000 Penalty: 1150.078491
	Iteration 67Q: 3 clusters Score -1.371883e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236729 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -13718872.000000 Penalty: 1150.078491
	Iteration 68Q: 3 clusters Score -1.371887e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237732 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -13718801.000000 Penalty: 1150.078491
	Iteration 69Q: 3 clusters Score -1.37188e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238691 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -13718884.000000 Penalty: 1150.078491
	Iteration 70Q: 3 clusters Score -1.371888e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239712 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -13718950.000000 Penalty: 1150.078491
	Iteration 71Q: 3 clusters Score -1.371895e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240767 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -13718947.000000 Penalty: 1150.078491
	Iteration 72Q: 3 clusters Score -1.371895e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241801 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -13718973.000000 Penalty: 1150.078491
	Iteration 73Q: 3 clusters Score -1.371897e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242891 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -13719034.000000 Penalty: 1150.078491
	Iteration 74Q: 3 clusters Score -1.371903e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243932 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -13719046.000000 Penalty: 1150.078491
	Iteration 75Q: 3 clusters Score -1.371905e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244988 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -13719039.000000 Penalty: 1150.078491
	Iteration 76Q: 3 clusters Score -1.371904e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246006 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -13719073.000000 Penalty: 1150.078491
	Iteration 77Q: 3 clusters Score -1.371907e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247035 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -13719140.000000 Penalty: 1150.078491
	Iteration 78Q: 3 clusters Score -1.371914e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248050 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -13719161.000000 Penalty: 1150.078491
	Iteration 79Q: 3 clusters Score -1.371916e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249074 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -13719207.000000 Penalty: 1150.078491
	Iteration 80F: 3 clusters Score -1.371921e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250087 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -13719293.000000 Penalty: 1150.078491
	Iteration 81Q: 3 clusters Score -1.371929e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251109 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -13719258.000000 Penalty: 1150.078491
	Iteration 82Q: 3 clusters Score -1.371926e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252126 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -13719300.000000 Penalty: 1150.078491
	Iteration 83Q: 3 clusters Score -1.37193e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253074 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -13719366.000000 Penalty: 1150.078491
	Iteration 84Q: 3 clusters Score -1.371937e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254106 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -13719376.000000 Penalty: 1150.078491
	Iteration 85Q: 3 clusters Score -1.371938e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255075 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -13719342.000000 Penalty: 1150.078491
	Iteration 86Q: 3 clusters Score -1.371934e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256020 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -13719414.000000 Penalty: 1150.078491
	Iteration 87Q: 3 clusters Score -1.371941e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256921 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -13719487.000000 Penalty: 1150.078491
	Iteration 88Q: 3 clusters Score -1.371949e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257867 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -13719605.000000 Penalty: 1150.078491
	Iteration 89Q: 3 clusters Score -1.37196e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258770 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -13719619.000000 Penalty: 1150.078491
	Iteration 90Q: 3 clusters Score -1.371962e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259638 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -13719607.000000 Penalty: 1150.078491
	Iteration 91Q: 3 clusters Score -1.371961e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260473 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -13719610.000000 Penalty: 1150.078491
	Iteration 92Q: 3 clusters Score -1.371961e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261337 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -13719577.000000 Penalty: 1150.078491
	Iteration 93Q: 3 clusters Score -1.371958e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262224 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -13719563.000000 Penalty: 1150.078491
	Iteration 94Q: 3 clusters Score -1.371956e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263073 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -13719524.000000 Penalty: 1150.078491
	Iteration 95Q: 3 clusters Score -1.371952e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263902 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -13719566.000000 Penalty: 1150.078491
	Iteration 96Q: 3 clusters Score -1.371957e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264737 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -13719581.000000 Penalty: 1150.078491
	Iteration 97Q: 3 clusters Score -1.371958e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265483 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -13719633.000000 Penalty: 1150.078491
	Iteration 98Q: 3 clusters Score -1.371963e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266308 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -13719637.000000 Penalty: 1150.078491
	Iteration 99Q: 3 clusters Score -1.371964e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267066 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -13719687.000000 Penalty: 1150.078491
	Iteration 100F: 3 clusters Score -1.371969e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267905 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -13719708.000000 Penalty: 1150.078491
	Iteration 101Q: 3 clusters Score -1.371971e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268755 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -13719730.000000 Penalty: 1150.078491
	Iteration 102Q: 3 clusters Score -1.371973e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269612 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -13719734.000000 Penalty: 1150.078491
	Iteration 103Q: 3 clusters Score -1.371973e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270418 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -13719796.000000 Penalty: 1150.078491
	Iteration 104Q: 3 clusters Score -1.37198e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271233 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -13719830.000000 Penalty: 1150.078491
	Iteration 105Q: 3 clusters Score -1.371983e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272102 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -13719883.000000 Penalty: 1150.078491
	Iteration 106Q: 3 clusters Score -1.371988e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272936 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -13719984.000000 Penalty: 1150.078491
	Iteration 107Q: 3 clusters Score -1.371998e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273796 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13720036.000000 Penalty: 1150.078491
	Iteration 108Q: 3 clusters Score -1.372004e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274700 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -13720158.000000 Penalty: 1150.078491
	Iteration 109Q: 3 clusters Score -1.372016e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275567 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -13720258.000000 Penalty: 1150.078491
	Iteration 110Q: 3 clusters Score -1.372026e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276373 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -13720281.000000 Penalty: 1150.078491
	Iteration 111Q: 3 clusters Score -1.372028e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277176 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -13720355.000000 Penalty: 1150.078491
	Iteration 112Q: 3 clusters Score -1.372036e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278032 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -13720310.000000 Penalty: 1150.078491
	Iteration 113Q: 3 clusters Score -1.372031e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278840 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -13720359.000000 Penalty: 1150.078491
	Iteration 114Q: 3 clusters Score -1.372036e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279648 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -13720456.000000 Penalty: 1150.078491
	Iteration 115Q: 3 clusters Score -1.372046e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280405 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -13720481.000000 Penalty: 1150.078491
	Iteration 116Q: 3 clusters Score -1.372048e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281109 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -13720523.000000 Penalty: 1150.078491
	Iteration 117Q: 3 clusters Score -1.372052e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281880 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -13720525.000000 Penalty: 1150.078491
	Iteration 118Q: 3 clusters Score -1.372052e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -13720492.000000 Penalty: 1150.078491
	Iteration 119Q: 3 clusters Score -1.372049e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283379 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -13720379.000000 Penalty: 1150.078491
	Iteration 120F: 3 clusters Score -1.372038e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284077 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -13720390.000000 Penalty: 1150.078491
	Iteration 121Q: 3 clusters Score -1.372039e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284779 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -13720313.000000 Penalty: 1150.078491
	Iteration 122Q: 3 clusters Score -1.372031e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285476 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -13720335.000000 Penalty: 1150.078491
	Iteration 123Q: 3 clusters Score -1.372034e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286109 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -13720271.000000 Penalty: 1150.078491
	Iteration 124Q: 3 clusters Score -1.372027e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286734 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -13720197.000000 Penalty: 1150.078491
	Iteration 125Q: 3 clusters Score -1.37202e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287274 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -13720141.000000 Penalty: 1150.078491
	Iteration 126Q: 3 clusters Score -1.372014e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287817 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -13720049.000000 Penalty: 1150.078491
	Iteration 127Q: 3 clusters Score -1.372005e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288381 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -13720012.000000 Penalty: 1150.078491
	Iteration 128Q: 3 clusters Score -1.372001e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288925 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -13719972.000000 Penalty: 1150.078491
	Iteration 129Q: 3 clusters Score -1.371997e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289465 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -13719833.000000 Penalty: 1150.078491
	Iteration 130Q: 3 clusters Score -1.371983e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289990 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -13719756.000000 Penalty: 1150.078491
	Iteration 131Q: 3 clusters Score -1.371976e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290494 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -13719655.000000 Penalty: 1150.078491
	Iteration 132Q: 3 clusters Score -1.371966e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291026 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -13719611.000000 Penalty: 1150.078491
	Iteration 133Q: 3 clusters Score -1.371961e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291579 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -13719569.000000 Penalty: 1150.078491
	Iteration 134Q: 3 clusters Score -1.371957e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292064 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -13719504.000000 Penalty: 1150.078491
	Iteration 135Q: 3 clusters Score -1.37195e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292511 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -13719382.000000 Penalty: 1150.078491
	Iteration 136Q: 3 clusters Score -1.371938e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292961 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -13719330.000000 Penalty: 1150.078491
	Iteration 137Q: 3 clusters Score -1.371933e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293430 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -13719321.000000 Penalty: 1150.078491
	Iteration 138Q: 3 clusters Score -1.371932e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293893 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -13719294.000000 Penalty: 1150.078491
	Iteration 139Q: 3 clusters Score -1.371929e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294392 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -13719208.000000 Penalty: 1150.078491
	Iteration 140F: 3 clusters Score -1.371921e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294855 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -13719135.000000 Penalty: 1150.078491
	Iteration 141Q: 3 clusters Score -1.371914e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295317 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -13719092.000000 Penalty: 1150.078491
	Iteration 142Q: 3 clusters Score -1.371909e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295764 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -13719024.000000 Penalty: 1150.078491
	Iteration 143Q: 3 clusters Score -1.371902e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296224 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -13718966.000000 Penalty: 1150.078491
	Iteration 144Q: 3 clusters Score -1.371897e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296760 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -13718898.000000 Penalty: 1150.078491
	Iteration 145Q: 3 clusters Score -1.37189e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297250 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -13718805.000000 Penalty: 1150.078491
	Iteration 146Q: 3 clusters Score -1.37188e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297689 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -13718774.000000 Penalty: 1150.078491
	Iteration 147Q: 3 clusters Score -1.371877e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298152 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -13718747.000000 Penalty: 1150.078491
	Iteration 148Q: 3 clusters Score -1.371875e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298594 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -13718705.000000 Penalty: 1150.078491
	Iteration 149Q: 3 clusters Score -1.37187e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299042 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -13718727.000000 Penalty: 1150.078491
	Iteration 150Q: 3 clusters Score -1.371873e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299509 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -13718665.000000 Penalty: 1150.078491
	Iteration 151Q: 3 clusters Score -1.371866e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299916 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -13718628.000000 Penalty: 1150.078491
	Iteration 152Q: 3 clusters Score -1.371863e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300318 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -13718512.000000 Penalty: 1150.078491
	Iteration 153Q: 3 clusters Score -1.371851e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300732 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -13718462.000000 Penalty: 1150.078491
	Iteration 154Q: 3 clusters Score -1.371846e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301072 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -13718412.000000 Penalty: 1150.078491
	Iteration 155Q: 3 clusters Score -1.371841e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301464 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -13718406.000000 Penalty: 1150.078491
	Iteration 156Q: 3 clusters Score -1.371841e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301816 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -13718369.000000 Penalty: 1150.078491
	Iteration 157Q: 3 clusters Score -1.371837e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302187 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -13718408.000000 Penalty: 1150.078491
	Iteration 158Q: 3 clusters Score -1.371841e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302565 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -13718336.000000 Penalty: 1150.078491
	Iteration 159Q: 3 clusters Score -1.371834e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302911 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -13718319.000000 Penalty: 1150.078491
	Iteration 160F: 3 clusters Score -1.371832e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303245 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -13718330.000000 Penalty: 1150.078491
	Iteration 161Q: 3 clusters Score -1.371833e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303547 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -13718326.000000 Penalty: 1150.078491
	Iteration 162Q: 3 clusters Score -1.371833e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -13718308.000000 Penalty: 1150.078491
	Iteration 163Q: 3 clusters Score -1.371831e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304071 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13718310.000000 Penalty: 1150.078491
	Iteration 164Q: 3 clusters Score -1.371831e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304253 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -13718317.000000 Penalty: 1150.078491
	Iteration 165Q: 3 clusters Score -1.371832e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304410 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -13718281.000000 Penalty: 1150.078491
	Iteration 166Q: 3 clusters Score -1.371828e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304574 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -13718270.000000 Penalty: 1150.078491
	Iteration 167Q: 3 clusters Score -1.371827e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304727 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13718267.000000 Penalty: 1150.078491
	Iteration 168Q: 3 clusters Score -1.371827e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304886 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13718236.000000 Penalty: 1150.078491
	Iteration 169Q: 3 clusters Score -1.371824e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305013 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -13718259.000000 Penalty: 1150.078491
	Iteration 170Q: 3 clusters Score -1.371826e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305134 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -13718245.000000 Penalty: 1150.078491
	Iteration 171Q: 3 clusters Score -1.371824e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305220 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -13718251.000000 Penalty: 1150.078491
	Iteration 172Q: 3 clusters Score -1.371825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305328 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -13718249.000000 Penalty: 1150.078491
	Iteration 173Q: 3 clusters Score -1.371825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305426 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13718243.000000 Penalty: 1150.078491
	Iteration 174Q: 3 clusters Score -1.371824e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -13718228.000000 Penalty: 1150.078491
	Iteration 175Q: 3 clusters Score -1.371823e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305618 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13718201.000000 Penalty: 1150.078491
	Iteration 176Q: 3 clusters Score -1.37182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -13718188.000000 Penalty: 1150.078491
	Iteration 177Q: 3 clusters Score -1.371819e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305779 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13718174.000000 Penalty: 1150.078491
	Iteration 178Q: 3 clusters Score -1.371817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305871 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13718190.000000 Penalty: 1150.078491
	Iteration 179Q: 3 clusters Score -1.371819e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305957 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13718166.000000 Penalty: 1150.078491
	Iteration 180F: 3 clusters Score -1.371817e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306075 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13718163.000000 Penalty: 1150.078491
	Iteration 181Q: 3 clusters Score -1.371816e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306158 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -13718184.000000 Penalty: 1150.078491
	Iteration 182Q: 3 clusters Score -1.371818e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13718177.000000 Penalty: 1150.078491
	Iteration 183Q: 3 clusters Score -1.371818e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306311 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13718174.000000 Penalty: 1150.078491
	Iteration 184Q: 3 clusters Score -1.371817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306382 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13718171.000000 Penalty: 1150.078491
	Iteration 185Q: 3 clusters Score -1.371817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306435 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13718162.000000 Penalty: 1150.078491
	Iteration 186Q: 3 clusters Score -1.371816e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306475 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13718165.000000 Penalty: 1150.078491
	Iteration 187Q: 3 clusters Score -1.371816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306528 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13718163.000000 Penalty: 1150.078491
	Iteration 188Q: 3 clusters Score -1.371816e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306572 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13718173.000000 Penalty: 1150.078491
	Iteration 189Q: 3 clusters Score -1.371817e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306622 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -13718139.000000 Penalty: 1150.078491
	Iteration 190Q: 3 clusters Score -1.371814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306661 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13718135.000000 Penalty: 1150.078491
	Iteration 191Q: 3 clusters Score -1.371814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306694 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -13718127.000000 Penalty: 1150.078491
	Iteration 192Q: 3 clusters Score -1.371813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306726 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13718109.000000 Penalty: 1150.078491
	Iteration 193Q: 3 clusters Score -1.371811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306758 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13718099.000000 Penalty: 1150.078491
	Iteration 194Q: 3 clusters Score -1.37181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306782 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13718102.000000 Penalty: 1150.078491
	Iteration 195Q: 3 clusters Score -1.37181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306800 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13718088.000000 Penalty: 1150.078491
	Iteration 196Q: 3 clusters Score -1.371809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306802 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13718090.000000 Penalty: 1150.078491
	Iteration 197Q: 3 clusters Score -1.371809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306824 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13718090.000000 Penalty: 1150.078491
	Iteration 198Q: 3 clusters Score -1.371809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306841 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13718080.000000 Penalty: 1150.078491
	Iteration 199Q: 3 clusters Score -1.371808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306863 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13718092.000000 Penalty: 1150.078491
	Iteration 200F: 3 clusters Score -1.371809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306881 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13718066.000000 Penalty: 1150.078491
	Iteration 201Q: 3 clusters Score -1.371807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306897 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13718071.000000 Penalty: 1150.078491
	Iteration 202Q: 3 clusters Score -1.371807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306928 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13718081.000000 Penalty: 1150.078491
	Iteration 203Q: 3 clusters Score -1.371808e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306951 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13718078.000000 Penalty: 1150.078491
	Iteration 204Q: 3 clusters Score -1.371808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306973 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13718067.000000 Penalty: 1150.078491
	Iteration 205Q: 3 clusters Score -1.371807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307003 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13718057.000000 Penalty: 1150.078491
	Iteration 206Q: 3 clusters Score -1.371806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307034 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13718048.000000 Penalty: 1150.078491
	Iteration 207Q: 3 clusters Score -1.371805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307064 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13718058.000000 Penalty: 1150.078491
	Iteration 208Q: 3 clusters Score -1.371806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307102 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13718043.000000 Penalty: 1150.078491
	Iteration 209Q: 3 clusters Score -1.371804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307123 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13718040.000000 Penalty: 1150.078491
	Iteration 210Q: 3 clusters Score -1.371804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307145 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13718034.000000 Penalty: 1150.078491
	Iteration 211Q: 3 clusters Score -1.371803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13718043.000000 Penalty: 1150.078491
	Iteration 212Q: 3 clusters Score -1.371804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307180 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13718052.000000 Penalty: 1150.078491
	Iteration 213Q: 3 clusters Score -1.371805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307196 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13718044.000000 Penalty: 1150.078491
	Iteration 214Q: 3 clusters Score -1.371804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307219 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13718039.000000 Penalty: 1150.078491
	Iteration 215Q: 3 clusters Score -1.371804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13718036.000000 Penalty: 1150.078491
	Iteration 216Q: 3 clusters Score -1.371804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307255 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13718030.000000 Penalty: 1150.078491
	Iteration 217Q: 3 clusters Score -1.371803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307274 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13718031.000000 Penalty: 1150.078491
	Iteration 218Q: 3 clusters Score -1.371803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307286 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13718037.000000 Penalty: 1150.078491
	Iteration 219Q: 3 clusters Score -1.371804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13718042.000000 Penalty: 1150.078491
	Iteration 220F: 3 clusters Score -1.371804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307321 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13718036.000000 Penalty: 1150.078491
	Iteration 221Q: 3 clusters Score -1.371804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307336 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13718033.000000 Penalty: 1150.078491
	Iteration 222Q: 3 clusters Score -1.371803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307346 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13718028.000000 Penalty: 1150.078491
	Iteration 223Q: 3 clusters Score -1.371803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307358 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13718031.000000 Penalty: 1150.078491
	Iteration 224Q: 3 clusters Score -1.371803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307374 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13718026.000000 Penalty: 1150.078491
	Iteration 225Q: 3 clusters Score -1.371803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307388 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13718022.000000 Penalty: 1150.078491
	Iteration 226Q: 3 clusters Score -1.371802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307399 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13718035.000000 Penalty: 1150.078491
	Iteration 227Q: 3 clusters Score -1.371804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307409 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13718040.000000 Penalty: 1150.078491
	Iteration 228Q: 3 clusters Score -1.371804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13718041.000000 Penalty: 1150.078491
	Iteration 229Q: 3 clusters Score -1.371804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307423 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13718043.000000 Penalty: 1150.078491
	Iteration 230Q: 3 clusters Score -1.371804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307434 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13718031.000000 Penalty: 1150.078491
	Iteration 231Q: 3 clusters Score -1.371803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307442 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13718030.000000 Penalty: 1150.078491
	Iteration 232Q: 3 clusters Score -1.371803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307449 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13718030.000000 Penalty: 1150.078491
	Iteration 233Q: 3 clusters Score -1.371803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13718026.000000 Penalty: 1150.078491
	Iteration 234Q: 3 clusters Score -1.371803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13718030.000000 Penalty: 1150.078491
	Iteration 235Q: 3 clusters Score -1.371803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307466 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13718036.000000 Penalty: 1150.078491
	Iteration 236Q: 3 clusters Score -1.371804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307472 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13718033.000000 Penalty: 1150.078491
	Iteration 237Q: 3 clusters Score -1.371803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13718032.000000 Penalty: 1150.078491
	Iteration 238Q: 3 clusters Score -1.371803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307479 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13718035.000000 Penalty: 1150.078491
	Iteration 239Q: 3 clusters Score -1.371804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307483 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13718041.000000 Penalty: 1150.078491
	Iteration 240F: 3 clusters Score -1.371804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307484 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13718042.000000 Penalty: 1150.078491
	Iteration 241Q: 3 clusters Score -1.371804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13718046.000000 Penalty: 1150.078491
	Iteration 242Q: 3 clusters Score -1.371805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13718050.000000 Penalty: 1150.078491
	Iteration 243Q: 3 clusters Score -1.371805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13718045.000000 Penalty: 1150.078491
	Iteration 244Q: 3 clusters Score -1.371804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13718044.000000 Penalty: 1150.078491
	Iteration 245Q: 3 clusters Score -1.371804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13718052.000000 Penalty: 1150.078491
	Iteration 246Q: 3 clusters Score -1.371805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13718051.000000 Penalty: 1150.078491
	Iteration 247Q: 3 clusters Score -1.371805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13718054.000000 Penalty: 1150.078491
	Iteration 248Q: 3 clusters Score -1.371805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13718047.000000 Penalty: 1150.078491
	Iteration 249Q: 3 clusters Score -1.371805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13718050.000000 Penalty: 1150.078491
	Iteration 250Q: 3 clusters Score -1.371805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13718046.000000 Penalty: 1150.078491
	Iteration 251Q: 3 clusters Score -1.371805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13718048.000000 Penalty: 1150.078491
	Iteration 252Q: 3 clusters Score -1.371805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307503 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13718042.000000 Penalty: 1150.078491
	Iteration 253Q: 3 clusters Score -1.371804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13718049.000000 Penalty: 1150.078491
	Iteration 254Q: 3 clusters Score -1.371805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13718047.000000 Penalty: 1150.078491
	Iteration 255Q: 3 clusters Score -1.371805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13718047.000000 Penalty: 1150.078491
	Iteration 256F: 3 clusters Score -1.371805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Entering Unmasked Estep 
Score: -394737.500000 Penalty: 414.659210
	Iteration 0F: 2 clusters Score -394737.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -388657.375000 Penalty: 829.318420
	Iteration 0F: 3 clusters Score -388657.4 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -391345.781250 Penalty: 829.318420
	Iteration 1F: 3 clusters Score -391345.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -391892.625000 Penalty: 829.318420
	Iteration 2F: 3 clusters Score -391892.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -392550.906250 Penalty: 829.318420
	Iteration 3F: 3 clusters Score -392550.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -393239.968750 Penalty: 829.318420
	Iteration 4F: 3 clusters Score -393240 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -393815.906250 Penalty: 829.318420
	Iteration 5F: 3 clusters Score -393815.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -394127.437500 Penalty: 829.318420
	Iteration 6Q: 3 clusters Score -394127.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -394255.937500 Penalty: 829.318420
	Iteration 7Q: 3 clusters Score -394255.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -394308.781250 Penalty: 829.318420
	Iteration 8Q: 3 clusters Score -394308.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -394348.250000 Penalty: 829.318420
	Iteration 9Q: 3 clusters Score -394348.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -394375.625000 Penalty: 829.318420
	Iteration 10Q: 3 clusters Score -394375.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -394396.062500 Penalty: 829.318420
	Iteration 11Q: 3 clusters Score -394396.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -394409.718750 Penalty: 829.318420
	Iteration 12Q: 3 clusters Score -394409.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -394420.343750 Penalty: 829.318420
	Iteration 13Q: 3 clusters Score -394420.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -394430.375000 Penalty: 829.318420
	Iteration 14Q: 3 clusters Score -394430.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -394434.593750 Penalty: 829.318420
	Iteration 15Q: 3 clusters Score -394434.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -394438.406250 Penalty: 829.318420
	Iteration 16Q: 3 clusters Score -394438.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -394442.468750 Penalty: 829.318420
	Iteration 17Q: 3 clusters Score -394442.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -394444.625000 Penalty: 829.318420
	Iteration 18Q: 3 clusters Score -394444.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -394446.687500 Penalty: 829.318420
	Iteration 19Q: 3 clusters Score -394446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -394447.593750 Penalty: 829.318420
	Iteration 20F: 3 clusters Score -394447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -394449.000000 Penalty: 829.318420
	Iteration 21Q: 3 clusters Score -394449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -394450.250000 Penalty: 829.318420
	Iteration 22Q: 3 clusters Score -394450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -394452.375000 Penalty: 829.318420
	Iteration 23Q: 3 clusters Score -394452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -394453.656250 Penalty: 829.318420
	Iteration 24Q: 3 clusters Score -394453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -394454.187500 Penalty: 829.318420
	Iteration 25Q: 3 clusters Score -394454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -394455.062500 Penalty: 829.318420
	Iteration 26Q: 3 clusters Score -394455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -394455.937500 Penalty: 829.318420
	Iteration 27Q: 3 clusters Score -394455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -394456.093750 Penalty: 829.318420
	Iteration 28Q: 3 clusters Score -394456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -394456.406250 Penalty: 829.318420
	Iteration 29Q: 3 clusters Score -394456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -394458.156250 Penalty: 829.318420
	Iteration 30Q: 3 clusters Score -394458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -394458.531250 Penalty: 829.318420
	Iteration 31Q: 3 clusters Score -394458.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -394462.343750 Penalty: 829.318420
	Iteration 32Q: 3 clusters Score -394462.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -394465.687500 Penalty: 829.318420
	Iteration 33Q: 3 clusters Score -394465.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -394468.343750 Penalty: 829.318420
	Iteration 34Q: 3 clusters Score -394468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -394470.593750 Penalty: 829.318420
	Iteration 35Q: 3 clusters Score -394470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -394473.781250 Penalty: 829.318420
	Iteration 36Q: 3 clusters Score -394473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -394475.156250 Penalty: 829.318420
	Iteration 37Q: 3 clusters Score -394475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -394475.968750 Penalty: 829.318420
	Iteration 38Q: 3 clusters Score -394476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -394478.906250 Penalty: 829.318420
	Iteration 39Q: 3 clusters Score -394478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -394480.625000 Penalty: 829.318420
	Iteration 40F: 3 clusters Score -394480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -394480.687500 Penalty: 829.318420
	Iteration 41Q: 3 clusters Score -394480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -394481.093750 Penalty: 829.318420
	Iteration 42Q: 3 clusters Score -394481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -394480.937500 Penalty: 829.318420
	Iteration 43Q: 3 clusters Score -394480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -394480.718750 Penalty: 829.318420
	Iteration 44Q: 3 clusters Score -394480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -394480.718750 Penalty: 829.318420
	Iteration 45F: 3 clusters Score -394480.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Entering Unmasked Estep 
Score: -2335252.750000 Penalty: 494.978607
	Iteration 0F: 2 clusters Score -2335253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2299774.750000 Penalty: 989.957214
	Iteration 0F: 3 clusters Score -2299775 nChanged 25536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2314519.000000 Penalty: 989.957214
	Iteration 1F: 3 clusters Score -2314519 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2314872.250000 Penalty: 989.957214
	Iteration 2Q: 3 clusters Score -2314872 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -2315317.000000 Penalty: 989.957214
	Iteration 3Q: 3 clusters Score -2315317 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2315980.000000 Penalty: 989.957214
	Iteration 4Q: 3 clusters Score -2315980 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2316907.500000 Penalty: 989.957214
	Iteration 5Q: 3 clusters Score -2316908 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -2318398.000000 Penalty: 989.957214
	Iteration 6F: 3 clusters Score -2318398 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -2320809.000000 Penalty: 989.957214
	Iteration 7F: 3 clusters Score -2320809 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -2323695.000000 Penalty: 989.957214
	Iteration 8F: 3 clusters Score -2323695 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -2325603.500000 Penalty: 989.957214
	Iteration 9F: 3 clusters Score -2325604 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -2326409.750000 Penalty: 989.957214
	Iteration 10Q: 3 clusters Score -2326410 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -2326806.000000 Penalty: 989.957214
	Iteration 11Q: 3 clusters Score -2326806 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -2327229.500000 Penalty: 989.957214
	Iteration 12Q: 3 clusters Score -2327230 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -2327752.500000 Penalty: 989.957214
	Iteration 13Q: 3 clusters Score -2327752 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -2328349.000000 Penalty: 989.957214
	Iteration 14Q: 3 clusters Score -2328349 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -2328987.000000 Penalty: 989.957214
	Iteration 15Q: 3 clusters Score -2328987 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -2329660.500000 Penalty: 989.957214
	Iteration 16Q: 3 clusters Score -2329660 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -2330399.750000 Penalty: 989.957214
	Iteration 17Q: 3 clusters Score -2330400 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -2331152.000000 Penalty: 989.957214
	Iteration 18Q: 3 clusters Score -2331152 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -2331818.000000 Penalty: 989.957214
	Iteration 19Q: 3 clusters Score -2331818 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -2332420.500000 Penalty: 989.957214
	Iteration 20F: 3 clusters Score -2332420 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -2332972.000000 Penalty: 989.957214
	Iteration 21Q: 3 clusters Score -2332972 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -2333457.500000 Penalty: 989.957214
	Iteration 22Q: 3 clusters Score -2333458 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -2333879.500000 Penalty: 989.957214
	Iteration 23Q: 3 clusters Score -2333880 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -2334168.750000 Penalty: 989.957214
	Iteration 24Q: 3 clusters Score -2334169 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -2334370.000000 Penalty: 989.957214
	Iteration 25Q: 3 clusters Score -2334370 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -2334529.000000 Penalty: 989.957214
	Iteration 26Q: 3 clusters Score -2334529 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -2334631.500000 Penalty: 989.957214
	Iteration 27Q: 3 clusters Score -2334632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -2334692.750000 Penalty: 989.957214
	Iteration 28Q: 3 clusters Score -2334693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -2334735.000000 Penalty: 989.957214
	Iteration 29Q: 3 clusters Score -2334735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -2334775.250000 Penalty: 989.957214
	Iteration 30Q: 3 clusters Score -2334775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -2334811.500000 Penalty: 989.957214
	Iteration 31Q: 3 clusters Score -2334812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -2334838.000000 Penalty: 989.957214
	Iteration 32Q: 3 clusters Score -2334838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -2334847.750000 Penalty: 989.957214
	Iteration 33Q: 3 clusters Score -2334848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -2334857.250000 Penalty: 989.957214
	Iteration 34Q: 3 clusters Score -2334857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -2334862.250000 Penalty: 989.957214
	Iteration 35Q: 3 clusters Score -2334862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -2334861.750000 Penalty: 989.957214
	Iteration 36Q: 3 clusters Score -2334862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -2334862.000000 Penalty: 989.957214
	Iteration 37Q: 3 clusters Score -2334862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -2334863.000000 Penalty: 989.957214
	Iteration 38Q: 3 clusters Score -2334863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -2334864.250000 Penalty: 989.957214
	Iteration 39Q: 3 clusters Score -2334864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -2334865.250000 Penalty: 989.957214
	Iteration 40F: 3 clusters Score -2334865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Entering Unmasked Estep 
Score: -4625066.500000 Penalty: 525.068481
	Iteration 0F: 2 clusters Score -4625066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -4555721.500000 Penalty: 1050.136963
	Iteration 0F: 3 clusters Score -4555722 nChanged 50118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -4586150.500000 Penalty: 1050.136963
	Iteration 1F: 3 clusters Score -4586150 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4587368.000000 Penalty: 1050.136963
	Iteration 2Q: 3 clusters Score -4587368 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -4589108.500000 Penalty: 1050.136963
	Iteration 3Q: 3 clusters Score -4589108 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4591709.500000 Penalty: 1050.136963
	Iteration 4F: 3 clusters Score -4591710 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4595602.500000 Penalty: 1050.136963
	Iteration 5F: 3 clusters Score -4595602 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4601092.500000 Penalty: 1050.136963
	Iteration 6F: 3 clusters Score -4601092 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4607100.500000 Penalty: 1050.136963
	Iteration 7F: 3 clusters Score -4607100 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4611904.500000 Penalty: 1050.136963
	Iteration 8F: 3 clusters Score -4611904 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4614641.500000 Penalty: 1050.136963
	Iteration 9Q: 3 clusters Score -4614642 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4616299.000000 Penalty: 1050.136963
	Iteration 10Q: 3 clusters Score -4616299 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4617702.000000 Penalty: 1050.136963
	Iteration 11Q: 3 clusters Score -4617702 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4619035.500000 Penalty: 1050.136963
	Iteration 12Q: 3 clusters Score -4619036 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4620264.500000 Penalty: 1050.136963
	Iteration 13Q: 3 clusters Score -4620264 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4621318.500000 Penalty: 1050.136963
	Iteration 14Q: 3 clusters Score -4621318 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4622283.000000 Penalty: 1050.136963
	Iteration 15Q: 3 clusters Score -4622283 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4622998.500000 Penalty: 1050.136963
	Iteration 16Q: 3 clusters Score -4622998 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4623523.000000 Penalty: 1050.136963
	Iteration 17Q: 3 clusters Score -4623523 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4623832.500000 Penalty: 1050.136963
	Iteration 18Q: 3 clusters Score -4623832 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4624071.500000 Penalty: 1050.136963
	Iteration 19Q: 3 clusters Score -4624072 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101916 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4624236.500000 Penalty: 1050.136963
	Iteration 20F: 3 clusters Score -4624236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4624338.000000 Penalty: 1050.136963
	Iteration 21Q: 3 clusters Score -4624338 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4624418.000000 Penalty: 1050.136963
	Iteration 22Q: 3 clusters Score -4624418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4624470.500000 Penalty: 1050.136963
	Iteration 23Q: 3 clusters Score -4624470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102436 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4624502.000000 Penalty: 1050.136963
	Iteration 24Q: 3 clusters Score -4624502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4624539.000000 Penalty: 1050.136963
	Iteration 25Q: 3 clusters Score -4624539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4624570.500000 Penalty: 1050.136963
	Iteration 26Q: 3 clusters Score -4624570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4624585.000000 Penalty: 1050.136963
	Iteration 27Q: 3 clusters Score -4624585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4624596.500000 Penalty: 1050.136963
	Iteration 28Q: 3 clusters Score -4624596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4624605.500000 Penalty: 1050.136963
	Iteration 29Q: 3 clusters Score -4624606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4624604.000000 Penalty: 1050.136963
	Iteration 30Q: 3 clusters Score -4624604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4624605.000000 Penalty: 1050.136963
	Iteration 31Q: 3 clusters Score -4624605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4624603.000000 Penalty: 1050.136963
	Iteration 32Q: 3 clusters Score -4624603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4624608.500000 Penalty: 1050.136963
	Iteration 33Q: 3 clusters Score -4624608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4624607.000000 Penalty: 1050.136963
	Iteration 34Q: 3 clusters Score -4624607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4624613.000000 Penalty: 1050.136963
	Iteration 35Q: 3 clusters Score -4624613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4624615.000000 Penalty: 1050.136963
	Iteration 36Q: 3 clusters Score -4624615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4624612.000000 Penalty: 1050.136963
	Iteration 37Q: 3 clusters Score -4624612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4624612.000000 Penalty: 1050.136963
	Iteration 38F: 3 clusters Score -4624612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -35195.058594 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -35195.06 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 467 members 
Entering Unmasked Estep 
Score: -34460.183594 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -34460.18 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -34680.062500 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -34680.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -34725.972656 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -34725.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -34759.804688 Penalty: 615.197754
	Iteration 3Q: 3 clusters Score -34759.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -34793.410156 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -34793.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -34826.554688 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -34826.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -34843.207031 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -34843.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -34856.867188 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -34856.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -34869.636719 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -34869.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -34887.554688 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -34887.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -34899.675781 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -34899.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -34916.074219 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -34916.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -34935.148438 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -34935.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -34940.863281 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -34940.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -34942.039062 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -34942.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -34942.039062 Penalty: 615.197754
	Iteration 15F: 3 clusters Score -34942.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143014 members 
Entering Unmasked Estep 
Score: -6364279.000000 Penalty: 540.116760
	Iteration 0F: 2 clusters Score -6364279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -6267276.000000 Penalty: 1080.233521
	Iteration 0F: 3 clusters Score -6267276 nChanged 70131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -6311786.000000 Penalty: 1080.233521
	Iteration 1F: 3 clusters Score -6311786 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -6314964.500000 Penalty: 1080.233521
	Iteration 2Q: 3 clusters Score -6314964 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6320202.000000 Penalty: 1080.233521
	Iteration 3F: 3 clusters Score -6320202 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6327680.500000 Penalty: 1080.233521
	Iteration 4F: 3 clusters Score -6327680 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6335542.000000 Penalty: 1080.233521
	Iteration 5F: 3 clusters Score -6335542 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -6340330.000000 Penalty: 1080.233521
	Iteration 6F: 3 clusters Score -6340330 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6342590.500000 Penalty: 1080.233521
	Iteration 7Q: 3 clusters Score -6342590 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6344169.000000 Penalty: 1080.233521
	Iteration 8Q: 3 clusters Score -6344169 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -6345586.500000 Penalty: 1080.233521
	Iteration 9Q: 3 clusters Score -6345586 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6347151.000000 Penalty: 1080.233521
	Iteration 10Q: 3 clusters Score -6347151 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6348852.500000 Penalty: 1080.233521
	Iteration 11Q: 3 clusters Score -6348852 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -6350750.500000 Penalty: 1080.233521
	Iteration 12Q: 3 clusters Score -6350750 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -6352620.000000 Penalty: 1080.233521
	Iteration 13Q: 3 clusters Score -6352620 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6354542.500000 Penalty: 1080.233521
	Iteration 14Q: 3 clusters Score -6354542 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130981 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -6356386.000000 Penalty: 1080.233521
	Iteration 15Q: 3 clusters Score -6356386 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -6358031.500000 Penalty: 1080.233521
	Iteration 16Q: 3 clusters Score -6358032 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6359404.500000 Penalty: 1080.233521
	Iteration 17Q: 3 clusters Score -6359404 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -6360437.500000 Penalty: 1080.233521
	Iteration 18Q: 3 clusters Score -6360438 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138026 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6361243.500000 Penalty: 1080.233521
	Iteration 19Q: 3 clusters Score -6361244 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6361931.000000 Penalty: 1080.233521
	Iteration 20F: 3 clusters Score -6361931 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139960 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6362410.000000 Penalty: 1080.233521
	Iteration 21Q: 3 clusters Score -6362410 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6362783.500000 Penalty: 1080.233521
	Iteration 22Q: 3 clusters Score -6362784 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6363052.500000 Penalty: 1080.233521
	Iteration 23Q: 3 clusters Score -6363052 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141539 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6363201.000000 Penalty: 1080.233521
	Iteration 24Q: 3 clusters Score -6363201 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6363314.500000 Penalty: 1080.233521
	Iteration 25Q: 3 clusters Score -6363314 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6363417.500000 Penalty: 1080.233521
	Iteration 26Q: 3 clusters Score -6363418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142220 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6363485.500000 Penalty: 1080.233521
	Iteration 27Q: 3 clusters Score -6363486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6363574.500000 Penalty: 1080.233521
	Iteration 28Q: 3 clusters Score -6363574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142441 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6363624.500000 Penalty: 1080.233521
	Iteration 29Q: 3 clusters Score -6363624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6363642.500000 Penalty: 1080.233521
	Iteration 30Q: 3 clusters Score -6363642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6363660.000000 Penalty: 1080.233521
	Iteration 31Q: 3 clusters Score -6363660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6363676.000000 Penalty: 1080.233521
	Iteration 32Q: 3 clusters Score -6363676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6363708.000000 Penalty: 1080.233521
	Iteration 33Q: 3 clusters Score -6363708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6363717.500000 Penalty: 1080.233521
	Iteration 34Q: 3 clusters Score -6363718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6363738.000000 Penalty: 1080.233521
	Iteration 35Q: 3 clusters Score -6363738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6363758.000000 Penalty: 1080.233521
	Iteration 36Q: 3 clusters Score -6363758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6363784.000000 Penalty: 1080.233521
	Iteration 37Q: 3 clusters Score -6363784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6363793.500000 Penalty: 1080.233521
	Iteration 38Q: 3 clusters Score -6363794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6363803.500000 Penalty: 1080.233521
	Iteration 39Q: 3 clusters Score -6363804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6363808.000000 Penalty: 1080.233521
	Iteration 40F: 3 clusters Score -6363808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6363818.500000 Penalty: 1080.233521
	Iteration 41Q: 3 clusters Score -6363818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6363825.000000 Penalty: 1080.233521
	Iteration 42Q: 3 clusters Score -6363825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6363831.500000 Penalty: 1080.233521
	Iteration 43Q: 3 clusters Score -6363832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6363835.000000 Penalty: 1080.233521
	Iteration 44Q: 3 clusters Score -6363835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6363834.500000 Penalty: 1080.233521
	Iteration 45Q: 3 clusters Score -6363834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142805 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6363835.500000 Penalty: 1080.233521
	Iteration 46Q: 3 clusters Score -6363836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6363833.000000 Penalty: 1080.233521
	Iteration 47Q: 3 clusters Score -6363833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6363835.000000 Penalty: 1080.233521
	Iteration 48Q: 3 clusters Score -6363835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6363838.500000 Penalty: 1080.233521
	Iteration 49Q: 3 clusters Score -6363838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6363838.000000 Penalty: 1080.233521
	Iteration 50Q: 3 clusters Score -6363838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6363848.500000 Penalty: 1080.233521
	Iteration 51Q: 3 clusters Score -6363848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6363858.500000 Penalty: 1080.233521
	Iteration 52Q: 3 clusters Score -6363858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6363864.000000 Penalty: 1080.233521
	Iteration 53Q: 3 clusters Score -6363864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6363861.500000 Penalty: 1080.233521
	Iteration 54Q: 3 clusters Score -6363862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6363871.000000 Penalty: 1080.233521
	Iteration 55Q: 3 clusters Score -6363871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6363878.000000 Penalty: 1080.233521
	Iteration 56Q: 3 clusters Score -6363878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6363877.000000 Penalty: 1080.233521
	Iteration 57Q: 3 clusters Score -6363877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142852 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6363875.000000 Penalty: 1080.233521
	Iteration 58Q: 3 clusters Score -6363875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142853 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6363877.500000 Penalty: 1080.233521
	Iteration 59Q: 3 clusters Score -6363878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6363880.000000 Penalty: 1080.233521
	Iteration 60F: 3 clusters Score -6363880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6363879.000000 Penalty: 1080.233521
	Iteration 61Q: 3 clusters Score -6363879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6363879.000000 Penalty: 1080.233521
	Iteration 62F: 3 clusters Score -6363879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Entering Unmasked Estep 
Score: -1171973.375000 Penalty: 463.548401
	Iteration 0F: 2 clusters Score -1171973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1154136.000000 Penalty: 927.096802
	Iteration 0F: 3 clusters Score -1154136 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1161291.125000 Penalty: 927.096802
	Iteration 1F: 3 clusters Score -1161291 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1161417.125000 Penalty: 927.096802
	Iteration 2Q: 3 clusters Score -1161417 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1161555.375000 Penalty: 927.096802
	Iteration 3Q: 3 clusters Score -1161555 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1161705.875000 Penalty: 927.096802
	Iteration 4Q: 3 clusters Score -1161706 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1161859.500000 Penalty: 927.096802
	Iteration 5Q: 3 clusters Score -1161860 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1162012.125000 Penalty: 927.096802
	Iteration 6Q: 3 clusters Score -1162012 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1162189.000000 Penalty: 927.096802
	Iteration 7Q: 3 clusters Score -1162189 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1162406.250000 Penalty: 927.096802
	Iteration 8Q: 3 clusters Score -1162406 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1162660.500000 Penalty: 927.096802
	Iteration 9Q: 3 clusters Score -1162660 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1163082.750000 Penalty: 927.096802
	Iteration 10Q: 3 clusters Score -1163083 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1163832.750000 Penalty: 927.096802
	Iteration 11Q: 3 clusters Score -1163833 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1164995.500000 Penalty: 927.096802
	Iteration 12F: 3 clusters Score -1164996 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1166239.125000 Penalty: 927.096802
	Iteration 13F: 3 clusters Score -1166239 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1166996.250000 Penalty: 927.096802
	Iteration 14Q: 3 clusters Score -1166996 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1167332.625000 Penalty: 927.096802
	Iteration 15Q: 3 clusters Score -1167333 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1167617.625000 Penalty: 927.096802
	Iteration 16Q: 3 clusters Score -1167618 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1167920.000000 Penalty: 927.096802
	Iteration 17Q: 3 clusters Score -1167920 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1168227.750000 Penalty: 927.096802
	Iteration 18Q: 3 clusters Score -1168228 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1168568.375000 Penalty: 927.096802
	Iteration 19Q: 3 clusters Score -1168568 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1168899.125000 Penalty: 927.096802
	Iteration 20F: 3 clusters Score -1168899 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1169254.250000 Penalty: 927.096802
	Iteration 21Q: 3 clusters Score -1169254 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1169545.750000 Penalty: 927.096802
	Iteration 22Q: 3 clusters Score -1169546 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1169822.375000 Penalty: 927.096802
	Iteration 23Q: 3 clusters Score -1169822 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -1170058.250000 Penalty: 927.096802
	Iteration 24Q: 3 clusters Score -1170058 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1170254.000000 Penalty: 927.096802
	Iteration 25Q: 3 clusters Score -1170254 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1170413.000000 Penalty: 927.096802
	Iteration 26Q: 3 clusters Score -1170413 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1170571.625000 Penalty: 927.096802
	Iteration 27Q: 3 clusters Score -1170572 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1170719.125000 Penalty: 927.096802
	Iteration 28Q: 3 clusters Score -1170719 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1170877.625000 Penalty: 927.096802
	Iteration 29Q: 3 clusters Score -1170878 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1171021.000000 Penalty: 927.096802
	Iteration 30Q: 3 clusters Score -1171021 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1171134.250000 Penalty: 927.096802
	Iteration 31Q: 3 clusters Score -1171134 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1171212.500000 Penalty: 927.096802
	Iteration 32Q: 3 clusters Score -1171212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1171257.000000 Penalty: 927.096802
	Iteration 33Q: 3 clusters Score -1171257 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1171274.500000 Penalty: 927.096802
	Iteration 34Q: 3 clusters Score -1171274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1171290.875000 Penalty: 927.096802
	Iteration 35Q: 3 clusters Score -1171291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1171301.250000 Penalty: 927.096802
	Iteration 36Q: 3 clusters Score -1171301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1171308.875000 Penalty: 927.096802
	Iteration 37Q: 3 clusters Score -1171309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1171315.250000 Penalty: 927.096802
	Iteration 38Q: 3 clusters Score -1171315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1171319.125000 Penalty: 927.096802
	Iteration 39Q: 3 clusters Score -1171319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1171396.250000 Penalty: 927.096802
	Iteration 40F: 3 clusters Score -1171396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1171417.500000 Penalty: 927.096802
	Iteration 41Q: 3 clusters Score -1171418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1171429.750000 Penalty: 927.096802
	Iteration 42Q: 3 clusters Score -1171430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1171429.000000 Penalty: 927.096802
	Iteration 43Q: 3 clusters Score -1171429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1171431.375000 Penalty: 927.096802
	Iteration 44Q: 3 clusters Score -1171431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1171430.000000 Penalty: 927.096802
	Iteration 45Q: 3 clusters Score -1171430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1171431.875000 Penalty: 927.096802
	Iteration 46Q: 3 clusters Score -1171432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1171432.250000 Penalty: 927.096802
	Iteration 47Q: 3 clusters Score -1171432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1171429.500000 Penalty: 927.096802
	Iteration 48Q: 3 clusters Score -1171430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1171429.875000 Penalty: 927.096802
	Iteration 49Q: 3 clusters Score -1171430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1171429.875000 Penalty: 927.096802
	Iteration 50F: 3 clusters Score -1171430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -82365.078125 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -82365.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -80977.179688 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -80977.18 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -81436.148438 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -81436.15 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -81562.859375 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -81562.86 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -81705.468750 Penalty: 689.564697
	Iteration 3F: 3 clusters Score -81705.47 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -81868.765625 Penalty: 689.564697
	Iteration 4F: 3 clusters Score -81868.77 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -82011.179688 Penalty: 689.564697
	Iteration 5F: 3 clusters Score -82011.18 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -82135.890625 Penalty: 689.564697
	Iteration 6F: 3 clusters Score -82135.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -82221.757812 Penalty: 689.564697
	Iteration 7Q: 3 clusters Score -82221.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -82256.164062 Penalty: 689.564697
	Iteration 8Q: 3 clusters Score -82256.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -82267.843750 Penalty: 689.564697
	Iteration 9Q: 3 clusters Score -82267.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -82274.015625 Penalty: 689.564697
	Iteration 10Q: 3 clusters Score -82274.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -82275.617188 Penalty: 689.564697
	Iteration 11Q: 3 clusters Score -82275.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -82276.632812 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -82276.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -82276.906250 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -82276.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -82276.906250 Penalty: 689.564697
	Iteration 14F: 3 clusters Score -82276.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -92308.210938 Penalty: 345.749969
	Iteration 0F: 2 clusters Score -92308.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -90847.257812 Penalty: 691.499939
	Iteration 0F: 3 clusters Score -90847.26 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -91318.406250 Penalty: 691.499939
	Iteration 1F: 3 clusters Score -91318.41 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -91397.031250 Penalty: 691.499939
	Iteration 2F: 3 clusters Score -91397.03 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -91479.429688 Penalty: 691.499939
	Iteration 3F: 3 clusters Score -91479.43 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -91564.757812 Penalty: 691.499939
	Iteration 4F: 3 clusters Score -91564.76 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -91649.437500 Penalty: 691.499939
	Iteration 5F: 3 clusters Score -91649.44 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -91704.296875 Penalty: 691.499939
	Iteration 6Q: 3 clusters Score -91704.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -91767.734375 Penalty: 691.499939
	Iteration 7Q: 3 clusters Score -91767.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -91811.875000 Penalty: 691.499939
	Iteration 8Q: 3 clusters Score -91811.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -91838.625000 Penalty: 691.499939
	Iteration 9Q: 3 clusters Score -91838.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -91855.218750 Penalty: 691.499939
	Iteration 10Q: 3 clusters Score -91855.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -91865.000000 Penalty: 691.499939
	Iteration 11Q: 3 clusters Score -91865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -91876.906250 Penalty: 691.499939
	Iteration 12Q: 3 clusters Score -91876.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -91887.851562 Penalty: 691.499939
	Iteration 13Q: 3 clusters Score -91887.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -91897.609375 Penalty: 691.499939
	Iteration 14Q: 3 clusters Score -91897.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -91907.304688 Penalty: 691.499939
	Iteration 15Q: 3 clusters Score -91907.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -91916.835938 Penalty: 691.499939
	Iteration 16Q: 3 clusters Score -91916.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -91931.015625 Penalty: 691.499939
	Iteration 17Q: 3 clusters Score -91931.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -91941.562500 Penalty: 691.499939
	Iteration 18Q: 3 clusters Score -91941.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -91947.789062 Penalty: 691.499939
	Iteration 19Q: 3 clusters Score -91947.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -91952.625000 Penalty: 691.499939
	Iteration 20F: 3 clusters Score -91952.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -91954.601562 Penalty: 691.499939
	Iteration 21Q: 3 clusters Score -91954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -91955.937500 Penalty: 691.499939
	Iteration 22Q: 3 clusters Score -91955.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -91957.640625 Penalty: 691.499939
	Iteration 23Q: 3 clusters Score -91957.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -91958.226562 Penalty: 691.499939
	Iteration 24Q: 3 clusters Score -91958.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -91958.937500 Penalty: 691.499939
	Iteration 25Q: 3 clusters Score -91958.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -91959.773438 Penalty: 691.499939
	Iteration 26Q: 3 clusters Score -91959.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -91960.234375 Penalty: 691.499939
	Iteration 27Q: 3 clusters Score -91960.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -91960.421875 Penalty: 691.499939
	Iteration 28Q: 3 clusters Score -91960.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -91960.789062 Penalty: 691.499939
	Iteration 29Q: 3 clusters Score -91960.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -91960.953125 Penalty: 691.499939
	Iteration 30Q: 3 clusters Score -91960.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -91961.406250 Penalty: 691.499939
	Iteration 31Q: 3 clusters Score -91961.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -91962.484375 Penalty: 691.499939
	Iteration 32Q: 3 clusters Score -91962.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -91963.406250 Penalty: 691.499939
	Iteration 33Q: 3 clusters Score -91963.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -91964.789062 Penalty: 691.499939
	Iteration 34Q: 3 clusters Score -91964.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -91965.726562 Penalty: 691.499939
	Iteration 35Q: 3 clusters Score -91965.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -91965.820312 Penalty: 691.499939
	Iteration 36Q: 3 clusters Score -91965.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -91965.820312 Penalty: 691.499939
	Iteration 37F: 3 clusters Score -91965.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Entering Unmasked Estep 
Score: -1621587.875000 Penalty: 482.007904
	Iteration 0F: 2 clusters Score -1621588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1594892.125000 Penalty: 964.015808
	Iteration 0F: 3 clusters Score -1594892 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1606890.250000 Penalty: 964.015808
	Iteration 1F: 3 clusters Score -1606890 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -1607495.000000 Penalty: 964.015808
	Iteration 2Q: 3 clusters Score -1607495 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -1608334.750000 Penalty: 964.015808
	Iteration 3Q: 3 clusters Score -1608335 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1609489.125000 Penalty: 964.015808
	Iteration 4F: 3 clusters Score -1609489 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1610944.875000 Penalty: 964.015808
	Iteration 5F: 3 clusters Score -1610945 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -1612576.875000 Penalty: 964.015808
	Iteration 6F: 3 clusters Score -1612577 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -1614176.625000 Penalty: 964.015808
	Iteration 7F: 3 clusters Score -1614177 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -1615573.000000 Penalty: 964.015808
	Iteration 8Q: 3 clusters Score -1615573 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -1616644.875000 Penalty: 964.015808
	Iteration 9Q: 3 clusters Score -1616645 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -1617423.500000 Penalty: 964.015808
	Iteration 10Q: 3 clusters Score -1617424 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -1618079.000000 Penalty: 964.015808
	Iteration 11Q: 3 clusters Score -1618079 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -1618684.750000 Penalty: 964.015808
	Iteration 12Q: 3 clusters Score -1618685 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -1619218.250000 Penalty: 964.015808
	Iteration 13Q: 3 clusters Score -1619218 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -1619689.125000 Penalty: 964.015808
	Iteration 14Q: 3 clusters Score -1619689 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -1620143.250000 Penalty: 964.015808
	Iteration 15Q: 3 clusters Score -1620143 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -1620538.875000 Penalty: 964.015808
	Iteration 16Q: 3 clusters Score -1620539 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -1620839.375000 Penalty: 964.015808
	Iteration 17Q: 3 clusters Score -1620839 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -1621055.750000 Penalty: 964.015808
	Iteration 18Q: 3 clusters Score -1621056 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -1621209.750000 Penalty: 964.015808
	Iteration 19Q: 3 clusters Score -1621210 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -1621281.000000 Penalty: 964.015808
	Iteration 20F: 3 clusters Score -1621281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -1621334.625000 Penalty: 964.015808
	Iteration 21Q: 3 clusters Score -1621335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1621366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1621390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1621410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1621430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1621448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1621465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1621481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1621489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1621488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1621489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1621489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1621491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1621491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1621492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1621492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1621492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1621495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1621495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1621497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1621496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1621497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1621495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 44F: 3 clusters Score -1621495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64221 members 
Mstep: Class 4 contains 33897 members 
Mstep: Class 5 contains 20062 members 
Mstep: Class 6 contains 153062 members 
Mstep: Class 7 contains 22861 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 99166 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 308114 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 53032 members 
Mstep: Class 15 contains 102741 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 143014 members 
Mstep: Class 18 contains 26579 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39878 members 
Entering Unmasked Estep 
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Iteration 319Q: 22 clusters Score -4.694808e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64309 members 
Mstep: Class 4 contains 33769 members 
Mstep: Class 5 contains 20068 members 
Mstep: Class 6 contains 153209 members 
Mstep: Class 7 contains 22825 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 99099 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20008 members 
Mstep: Class 12 contains 308226 members 
Mstep: Class 13 contains 9074 members 
Mstep: Class 14 contains 53031 members 
Mstep: Class 15 contains 102698 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142932 members 
Mstep: Class 18 contains 26575 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39886 members 
Entering Unmasked Estep 
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Iteration 320F: 22 clusters Score -4.694793e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64379 members 
Mstep: Class 4 contains 33727 members 
Mstep: Class 5 contains 20071 members 
Mstep: Class 6 contains 153322 members 
Mstep: Class 7 contains 22784 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 99059 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 20007 members 
Mstep: Class 12 contains 308309 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 53029 members 
Mstep: Class 15 contains 102613 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142856 members 
Mstep: Class 18 contains 26579 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39894 members 
Entering Unmasked Estep 
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Iteration 321Q: 22 clusters Score -4.694797e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64445 members 
Mstep: Class 4 contains 33759 members 
Mstep: Class 5 contains 20075 members 
Mstep: Class 6 contains 153415 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 99027 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 20011 members 
Mstep: Class 12 contains 308377 members 
Mstep: Class 13 contains 9075 members 
Mstep: Class 14 contains 53020 members 
Mstep: Class 15 contains 102477 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142794 members 
Mstep: Class 18 contains 26580 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39897 members 
Entering Unmasked Estep 
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Iteration 322Q: 22 clusters Score -4.694789e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64523 members 
Mstep: Class 4 contains 33697 members 
Mstep: Class 5 contains 20078 members 
Mstep: Class 6 contains 153594 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 99008 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20013 members 
Mstep: Class 12 contains 308398 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 53006 members 
Mstep: Class 15 contains 102382 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142729 members 
Mstep: Class 18 contains 26586 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39896 members 
Entering Unmasked Estep 
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Iteration 323Q: 22 clusters Score -4.694784e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64604 members 
Mstep: Class 4 contains 33566 members 
Mstep: Class 5 contains 20081 members 
Mstep: Class 6 contains 153812 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 98956 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 20017 members 
Mstep: Class 12 contains 308428 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 53008 members 
Mstep: Class 15 contains 102313 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142677 members 
Mstep: Class 18 contains 26591 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39891 members 
Entering Unmasked Estep 
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Iteration 324Q: 22 clusters Score -4.694786e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64686 members 
Mstep: Class 4 contains 33522 members 
Mstep: Class 5 contains 20082 members 
Mstep: Class 6 contains 154018 members 
Mstep: Class 7 contains 22672 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 98907 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 308421 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 102200 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142622 members 
Mstep: Class 18 contains 26596 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 39890 members 
Entering Unmasked Estep 
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Iteration 325Q: 22 clusters Score -4.694789e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64744 members 
Mstep: Class 4 contains 33355 members 
Mstep: Class 5 contains 20081 members 
Mstep: Class 6 contains 154313 members 
Mstep: Class 7 contains 22656 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 98864 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 308374 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 52994 members 
Mstep: Class 15 contains 102157 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142589 members 
Mstep: Class 18 contains 26609 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 39894 members 
Entering Unmasked Estep 
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Iteration 326Q: 22 clusters Score -4.694796e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64804 members 
Mstep: Class 4 contains 33286 members 
Mstep: Class 5 contains 20082 members 
Mstep: Class 6 contains 154554 members 
Mstep: Class 7 contains 22635 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 98818 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 308328 members 
Mstep: Class 13 contains 9078 members 
Mstep: Class 14 contains 52967 members 
Mstep: Class 15 contains 102086 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142552 members 
Mstep: Class 18 contains 26619 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 39896 members 
Entering Unmasked Estep 
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Iteration 327Q: 22 clusters Score -4.69479e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64869 members 
Mstep: Class 4 contains 33206 members 
Mstep: Class 5 contains 20088 members 
Mstep: Class 6 contains 154798 members 
Mstep: Class 7 contains 22608 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 98767 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 20020 members 
Mstep: Class 12 contains 308290 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 14 contains 52954 members 
Mstep: Class 15 contains 102023 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142515 members 
Mstep: Class 18 contains 26622 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 39893 members 
Entering Unmasked Estep 
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Iteration 328Q: 22 clusters Score -4.694789e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64937 members 
Mstep: Class 4 contains 33142 members 
Mstep: Class 5 contains 20095 members 
Mstep: Class 6 contains 155055 members 
Mstep: Class 7 contains 22580 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 98748 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 20025 members 
Mstep: Class 12 contains 308239 members 
Mstep: Class 13 contains 9075 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 101908 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142474 members 
Mstep: Class 18 contains 26618 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
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Iteration 329Q: 22 clusters Score -4.694786e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64999 members 
Mstep: Class 4 contains 33119 members 
Mstep: Class 5 contains 20101 members 
Mstep: Class 6 contains 155253 members 
Mstep: Class 7 contains 22552 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 98755 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 20026 members 
Mstep: Class 12 contains 308206 members 
Mstep: Class 13 contains 9075 members 
Mstep: Class 14 contains 52915 members 
Mstep: Class 15 contains 101792 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142430 members 
Mstep: Class 18 contains 26618 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 39890 members 
Entering Unmasked Estep 
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Iteration 330Q: 22 clusters Score -4.694785e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65044 members 
Mstep: Class 4 contains 33051 members 
Mstep: Class 5 contains 20109 members 
Mstep: Class 6 contains 155463 members 
Mstep: Class 7 contains 22523 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 98746 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 20031 members 
Mstep: Class 12 contains 308191 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 14 contains 52880 members 
Mstep: Class 15 contains 101717 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 142384 members 
Mstep: Class 18 contains 26619 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 39893 members 
Entering Unmasked Estep 
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Iteration 331Q: 22 clusters Score -4.694778e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65095 members 
Mstep: Class 4 contains 32802 members 
Mstep: Class 5 contains 20117 members 
Mstep: Class 6 contains 155746 members 
Mstep: Class 7 contains 22493 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 98749 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20030 members 
Mstep: Class 12 contains 308173 members 
Mstep: Class 13 contains 9093 members 
Mstep: Class 14 contains 52844 members 
Mstep: Class 15 contains 101741 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 142342 members 
Mstep: Class 18 contains 26618 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 39896 members 
Entering Unmasked Estep 
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Iteration 332Q: 22 clusters Score -4.694778e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65148 members 
Mstep: Class 4 contains 32687 members 
Mstep: Class 5 contains 20118 members 
Mstep: Class 6 contains 155937 members 
Mstep: Class 7 contains 22467 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 98721 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 20035 members 
Mstep: Class 12 contains 308156 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 14 contains 52820 members 
Mstep: Class 15 contains 101730 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142310 members 
Mstep: Class 18 contains 26625 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 39895 members 
Entering Unmasked Estep 
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Iteration 333Q: 22 clusters Score -4.694785e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65189 members 
Mstep: Class 4 contains 32535 members 
Mstep: Class 5 contains 20120 members 
Mstep: Class 6 contains 156116 members 
Mstep: Class 7 contains 22444 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 98704 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 20041 members 
Mstep: Class 12 contains 308199 members 
Mstep: Class 13 contains 9106 members 
Mstep: Class 14 contains 52792 members 
Mstep: Class 15 contains 101726 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142241 members 
Mstep: Class 18 contains 26644 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 39899 members 
Entering Unmasked Estep 
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Iteration 334Q: 22 clusters Score -4.694785e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65225 members 
Mstep: Class 4 contains 32467 members 
Mstep: Class 5 contains 20124 members 
Mstep: Class 6 contains 156258 members 
Mstep: Class 7 contains 22428 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 98687 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 20047 members 
Mstep: Class 12 contains 308248 members 
Mstep: Class 13 contains 9108 members 
Mstep: Class 14 contains 52753 members 
Mstep: Class 15 contains 101677 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142177 members 
Mstep: Class 18 contains 26665 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 39906 members 
Entering Unmasked Estep 
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Iteration 335Q: 22 clusters Score -4.694789e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65262 members 
Mstep: Class 4 contains 32509 members 
Mstep: Class 5 contains 20128 members 
Mstep: Class 6 contains 156338 members 
Mstep: Class 7 contains 22416 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 98673 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 20049 members 
Mstep: Class 12 contains 308295 members 
Mstep: Class 13 contains 9107 members 
Mstep: Class 14 contains 52713 members 
Mstep: Class 15 contains 101573 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142131 members 
Mstep: Class 18 contains 26681 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 39908 members 
Entering Unmasked Estep 
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Iteration 336Q: 22 clusters Score -4.694786e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65303 members 
Mstep: Class 4 contains 32432 members 
Mstep: Class 5 contains 20133 members 
Mstep: Class 6 contains 156461 members 
Mstep: Class 7 contains 22410 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 98632 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 20055 members 
Mstep: Class 12 contains 308359 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 14 contains 52656 members 
Mstep: Class 15 contains 101553 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142085 members 
Mstep: Class 18 contains 26697 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 39911 members 
Entering Unmasked Estep 
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Iteration 337Q: 22 clusters Score -4.694789e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65357 members 
Mstep: Class 4 contains 32390 members 
Mstep: Class 5 contains 20142 members 
Mstep: Class 6 contains 156544 members 
Mstep: Class 7 contains 22415 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 98607 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 20059 members 
Mstep: Class 12 contains 308433 members 
Mstep: Class 13 contains 9115 members 
Mstep: Class 14 contains 52590 members 
Mstep: Class 15 contains 101506 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 142017 members 
Mstep: Class 18 contains 26713 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 39917 members 
Entering Unmasked Estep 
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Iteration 338Q: 22 clusters Score -4.694788e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65406 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 156641 members 
Mstep: Class 7 contains 22414 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 98598 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 20065 members 
Mstep: Class 12 contains 308515 members 
Mstep: Class 13 contains 9121 members 
Mstep: Class 14 contains 52539 members 
Mstep: Class 15 contains 101452 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141944 members 
Mstep: Class 18 contains 26728 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 39928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947808.000000 Penalty: 13305.507812
Iteration 339Q: 22 clusters Score -4.694781e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65446 members 
Mstep: Class 4 contains 32266 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 156740 members 
Mstep: Class 7 contains 22417 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 98560 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 20067 members 
Mstep: Class 12 contains 308600 members 
Mstep: Class 13 contains 9123 members 
Mstep: Class 14 contains 52491 members 
Mstep: Class 15 contains 101387 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141869 members 
Mstep: Class 18 contains 26741 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 39943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947700.000000 Penalty: 13305.507812
Iteration 340F: 22 clusters Score -4.69477e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65497 members 
Mstep: Class 4 contains 32240 members 
Mstep: Class 5 contains 20164 members 
Mstep: Class 6 contains 156850 members 
Mstep: Class 7 contains 22407 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 98498 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 20066 members 
Mstep: Class 12 contains 308690 members 
Mstep: Class 13 contains 9123 members 
Mstep: Class 14 contains 52461 members 
Mstep: Class 15 contains 101326 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141787 members 
Mstep: Class 18 contains 26758 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 39949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947628.000000 Penalty: 13305.507812
Iteration 341Q: 22 clusters Score -4.694763e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 32231 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 157000 members 
Mstep: Class 7 contains 22399 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98455 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 20071 members 
Mstep: Class 12 contains 308741 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 52429 members 
Mstep: Class 15 contains 101219 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141716 members 
Mstep: Class 18 contains 26785 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 39946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947600.000000 Penalty: 13305.507812
Iteration 342Q: 22 clusters Score -4.69476e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65563 members 
Mstep: Class 4 contains 32190 members 
Mstep: Class 5 contains 20186 members 
Mstep: Class 6 contains 157153 members 
Mstep: Class 7 contains 22398 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 98405 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 20074 members 
Mstep: Class 12 contains 308785 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 14 contains 52406 members 
Mstep: Class 15 contains 101137 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141656 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 39945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947612.000000 Penalty: 13305.507812
Iteration 343Q: 22 clusters Score -4.694761e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65597 members 
Mstep: Class 4 contains 32126 members 
Mstep: Class 5 contains 20204 members 
Mstep: Class 6 contains 157345 members 
Mstep: Class 7 contains 22394 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 98370 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 20074 members 
Mstep: Class 12 contains 308813 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 14 contains 52380 members 
Mstep: Class 15 contains 101039 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141597 members 
Mstep: Class 18 contains 26810 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 39945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947612.000000 Penalty: 13305.507812
Iteration 344Q: 22 clusters Score -4.694761e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65621 members 
Mstep: Class 4 contains 32063 members 
Mstep: Class 5 contains 20222 members 
Mstep: Class 6 contains 157507 members 
Mstep: Class 7 contains 22395 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98284 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 11 contains 20077 members 
Mstep: Class 12 contains 308874 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 52353 members 
Mstep: Class 15 contains 101000 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141539 members 
Mstep: Class 18 contains 26828 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 39939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947436.000000 Penalty: 13305.507812
Iteration 345Q: 22 clusters Score -4.694744e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65649 members 
Mstep: Class 4 contains 32047 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 157624 members 
Mstep: Class 7 contains 22401 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98198 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 20079 members 
Mstep: Class 12 contains 308956 members 
Mstep: Class 13 contains 9137 members 
Mstep: Class 14 contains 52316 members 
Mstep: Class 15 contains 100950 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141463 members 
Mstep: Class 18 contains 26850 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 39931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947368.000000 Penalty: 13305.507812
Iteration 346Q: 22 clusters Score -4.694737e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65662 members 
Mstep: Class 4 contains 32089 members 
Mstep: Class 5 contains 20248 members 
Mstep: Class 6 contains 157721 members 
Mstep: Class 7 contains 22405 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98132 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 309037 members 
Mstep: Class 13 contains 9140 members 
Mstep: Class 14 contains 52276 members 
Mstep: Class 15 contains 100851 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141388 members 
Mstep: Class 18 contains 26879 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947324.000000 Penalty: 13305.507812
Iteration 347Q: 22 clusters Score -4.694732e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65688 members 
Mstep: Class 4 contains 32008 members 
Mstep: Class 5 contains 20265 members 
Mstep: Class 6 contains 157920 members 
Mstep: Class 7 contains 22407 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98080 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20099 members 
Mstep: Class 12 contains 309081 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 52232 members 
Mstep: Class 15 contains 100792 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141307 members 
Mstep: Class 18 contains 26898 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 39924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947184.000000 Penalty: 13305.507812
Iteration 348Q: 22 clusters Score -4.694718e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65696 members 
Mstep: Class 4 contains 31920 members 
Mstep: Class 5 contains 20270 members 
Mstep: Class 6 contains 158149 members 
Mstep: Class 7 contains 22403 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 98026 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20107 members 
Mstep: Class 12 contains 309125 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 14 contains 52211 members 
Mstep: Class 15 contains 100704 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141226 members 
Mstep: Class 18 contains 26934 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 39924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947280.000000 Penalty: 13305.507812
Iteration 349Q: 22 clusters Score -4.694728e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65709 members 
Mstep: Class 4 contains 31828 members 
Mstep: Class 5 contains 20275 members 
Mstep: Class 6 contains 158377 members 
Mstep: Class 7 contains 22406 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 97990 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20108 members 
Mstep: Class 12 contains 309166 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 52170 members 
Mstep: Class 15 contains 100618 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141153 members 
Mstep: Class 18 contains 26973 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 39916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947396.000000 Penalty: 13305.507812
Iteration 350Q: 22 clusters Score -4.69474e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65703 members 
Mstep: Class 4 contains 31813 members 
Mstep: Class 5 contains 20283 members 
Mstep: Class 6 contains 158537 members 
Mstep: Class 7 contains 22411 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 97957 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 20109 members 
Mstep: Class 12 contains 309215 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 100514 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141099 members 
Mstep: Class 18 contains 27016 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 21 contains 39910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947300.000000 Penalty: 13305.507812
Iteration 351Q: 22 clusters Score -4.69473e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65688 members 
Mstep: Class 4 contains 31816 members 
Mstep: Class 5 contains 20287 members 
Mstep: Class 6 contains 158684 members 
Mstep: Class 7 contains 22406 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 97926 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 309276 members 
Mstep: Class 13 contains 9185 members 
Mstep: Class 14 contains 52089 members 
Mstep: Class 15 contains 100389 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 141045 members 
Mstep: Class 18 contains 27066 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947388.000000 Penalty: 13305.507812
Iteration 352Q: 22 clusters Score -4.694739e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65661 members 
Mstep: Class 4 contains 31742 members 
Mstep: Class 5 contains 20288 members 
Mstep: Class 6 contains 158850 members 
Mstep: Class 7 contains 22404 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 97895 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 12 contains 309359 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 14 contains 52047 members 
Mstep: Class 15 contains 100293 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140991 members 
Mstep: Class 18 contains 27131 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 39906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947344.000000 Penalty: 13305.507812
Iteration 353Q: 22 clusters Score -4.694734e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65654 members 
Mstep: Class 4 contains 31710 members 
Mstep: Class 5 contains 20296 members 
Mstep: Class 6 contains 158981 members 
Mstep: Class 7 contains 22402 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 97870 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 20122 members 
Mstep: Class 12 contains 309466 members 
Mstep: Class 13 contains 9205 members 
Mstep: Class 14 contains 52006 members 
Mstep: Class 15 contains 100165 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140935 members 
Mstep: Class 18 contains 27173 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 39901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947240.000000 Penalty: 13305.507812
Iteration 354Q: 22 clusters Score -4.694724e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65650 members 
Mstep: Class 4 contains 31664 members 
Mstep: Class 5 contains 20306 members 
Mstep: Class 6 contains 159097 members 
Mstep: Class 7 contains 22400 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 97851 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 20128 members 
Mstep: Class 12 contains 309572 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 51954 members 
Mstep: Class 15 contains 100061 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140881 members 
Mstep: Class 18 contains 27210 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 39899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947180.000000 Penalty: 13305.507812
Iteration 355Q: 22 clusters Score -4.694718e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65651 members 
Mstep: Class 4 contains 31620 members 
Mstep: Class 5 contains 20317 members 
Mstep: Class 6 contains 159222 members 
Mstep: Class 7 contains 22395 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 97846 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20134 members 
Mstep: Class 12 contains 309662 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 51892 members 
Mstep: Class 15 contains 99957 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140830 members 
Mstep: Class 18 contains 27241 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 39899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947092.000000 Penalty: 13305.507812
Iteration 356Q: 22 clusters Score -4.694709e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65649 members 
Mstep: Class 4 contains 31590 members 
Mstep: Class 5 contains 20325 members 
Mstep: Class 6 contains 159344 members 
Mstep: Class 7 contains 22391 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 97872 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 20142 members 
Mstep: Class 12 contains 309746 members 
Mstep: Class 13 contains 9218 members 
Mstep: Class 14 contains 51812 members 
Mstep: Class 15 contains 99829 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140788 members 
Mstep: Class 18 contains 27278 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 39896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947068.000000 Penalty: 13305.507812
Iteration 357Q: 22 clusters Score -4.694707e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65646 members 
Mstep: Class 4 contains 31575 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 159432 members 
Mstep: Class 7 contains 22386 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 97903 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 20144 members 
Mstep: Class 12 contains 309852 members 
Mstep: Class 13 contains 9229 members 
Mstep: Class 14 contains 51741 members 
Mstep: Class 15 contains 99689 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140732 members 
Mstep: Class 18 contains 27317 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947040.000000 Penalty: 13305.507812
Iteration 358Q: 22 clusters Score -4.694704e+07 nChanged 970
Entering ConstructFrom: 
Score: -46947040.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -181192.406250 Penalty: 380.319336
	Iteration 0F: 2 clusters Score -181192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -178325.296875 Penalty: 760.638672
	Iteration 0F: 3 clusters Score -178325.3 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -179699.734375 Penalty: 760.638672
	Iteration 1F: 3 clusters Score -179699.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -180058.593750 Penalty: 760.638672
	Iteration 2F: 3 clusters Score -180058.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -180358.515625 Penalty: 760.638672
	Iteration 3F: 3 clusters Score -180358.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -180631.031250 Penalty: 760.638672
	Iteration 4F: 3 clusters Score -180631 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -180788.843750 Penalty: 760.638672
	Iteration 5Q: 3 clusters Score -180788.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -180857.500000 Penalty: 760.638672
	Iteration 6Q: 3 clusters Score -180857.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -180898.375000 Penalty: 760.638672
	Iteration 7Q: 3 clusters Score -180898.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -180934.968750 Penalty: 760.638672
	Iteration 8Q: 3 clusters Score -180935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -180954.718750 Penalty: 760.638672
	Iteration 9Q: 3 clusters Score -180954.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -180971.406250 Penalty: 760.638672
	Iteration 10Q: 3 clusters Score -180971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -180982.750000 Penalty: 760.638672
	Iteration 11Q: 3 clusters Score -180982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -180987.078125 Penalty: 760.638672
	Iteration 12Q: 3 clusters Score -180987.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -180990.750000 Penalty: 760.638672
	Iteration 13Q: 3 clusters Score -180990.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -180994.156250 Penalty: 760.638672
	Iteration 14Q: 3 clusters Score -180994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -180998.140625 Penalty: 760.638672
	Iteration 15Q: 3 clusters Score -180998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -180999.718750 Penalty: 760.638672
	Iteration 16Q: 3 clusters Score -180999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -181001.000000 Penalty: 760.638672
	Iteration 17Q: 3 clusters Score -181001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -181002.406250 Penalty: 760.638672
	Iteration 18Q: 3 clusters Score -181002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -181003.546875 Penalty: 760.638672
	Iteration 19Q: 3 clusters Score -181003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -181005.015625 Penalty: 760.638672
	Iteration 20F: 3 clusters Score -181005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -181007.109375 Penalty: 760.638672
	Iteration 21Q: 3 clusters Score -181007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -181011.156250 Penalty: 760.638672
	Iteration 22Q: 3 clusters Score -181011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -181015.328125 Penalty: 760.638672
	Iteration 23Q: 3 clusters Score -181015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -181017.296875 Penalty: 760.638672
	Iteration 24Q: 3 clusters Score -181017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -181019.000000 Penalty: 760.638672
	Iteration 25Q: 3 clusters Score -181019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -181020.734375 Penalty: 760.638672
	Iteration 26Q: 3 clusters Score -181020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -181022.031250 Penalty: 760.638672
	Iteration 27Q: 3 clusters Score -181022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -181023.343750 Penalty: 760.638672
	Iteration 28Q: 3 clusters Score -181023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -181023.218750 Penalty: 760.638672
	Iteration 29Q: 3 clusters Score -181023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -181023.218750 Penalty: 760.638672
	Iteration 30F: 3 clusters Score -181023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8178.247559 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8178.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7858.147461 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7858.147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8083.596191 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -8083.596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8187.331543 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8187.332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8261.774414 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -8261.774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8345.835938 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -8345.836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8364.305664 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8364.306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8391.860352 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8391.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8415.203125 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8415.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8419.530273 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -8419.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8421.698242 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -8421.698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8429.797852 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -8429.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8429.797852 Penalty: 509.456421
	Iteration 11F: 3 clusters Score -8429.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 87 members 
Mstep: Class 3 contains 65645 members 
Mstep: Class 4 contains 31530 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 159593 members 
Mstep: Class 7 contains 22373 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97917 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 20151 members 
Mstep: Class 12 contains 309906 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 51673 members 
Mstep: Class 15 contains 99573 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 27351 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39879 members 
Mstep: Class 22 contains 183 members 
Entering Unmasked Estep 
Score: -46946832.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46947040.000000 to -46946832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (65645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Entering Unmasked Estep 
Score: -2908151.250000 Penalty: 504.686768
	Iteration 0F: 2 clusters Score -2908151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -2863656.750000 Penalty: 1009.373535
	Iteration 0F: 3 clusters Score -2863657 nChanged 32070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -2882441.000000 Penalty: 1009.373535
	Iteration 1F: 3 clusters Score -2882441 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -2883159.250000 Penalty: 1009.373535
	Iteration 2Q: 3 clusters Score -2883159 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -2884145.000000 Penalty: 1009.373535
	Iteration 3Q: 3 clusters Score -2884145 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -2885751.000000 Penalty: 1009.373535
	Iteration 4F: 3 clusters Score -2885751 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -2888229.000000 Penalty: 1009.373535
	Iteration 5F: 3 clusters Score -2888229 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -2891910.250000 Penalty: 1009.373535
	Iteration 6F: 3 clusters Score -2891910 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -2896417.250000 Penalty: 1009.373535
	Iteration 7F: 3 clusters Score -2896417 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -2900118.500000 Penalty: 1009.373535
	Iteration 8F: 3 clusters Score -2900118 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -2902349.000000 Penalty: 1009.373535
	Iteration 9Q: 3 clusters Score -2902349 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -2903597.750000 Penalty: 1009.373535
	Iteration 10Q: 3 clusters Score -2903598 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -2904481.500000 Penalty: 1009.373535
	Iteration 11Q: 3 clusters Score -2904482 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -2905294.000000 Penalty: 1009.373535
	Iteration 12Q: 3 clusters Score -2905294 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -2905970.000000 Penalty: 1009.373535
	Iteration 13Q: 3 clusters Score -2905970 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -2906514.500000 Penalty: 1009.373535
	Iteration 14Q: 3 clusters Score -2906514 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -2906894.000000 Penalty: 1009.373535
	Iteration 15Q: 3 clusters Score -2906894 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -2907164.000000 Penalty: 1009.373535
	Iteration 16Q: 3 clusters Score -2907164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -2907381.250000 Penalty: 1009.373535
	Iteration 17Q: 3 clusters Score -2907381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -2907510.500000 Penalty: 1009.373535
	Iteration 18Q: 3 clusters Score -2907510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -2907579.500000 Penalty: 1009.373535
	Iteration 19Q: 3 clusters Score -2907580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -2907629.500000 Penalty: 1009.373535
	Iteration 20F: 3 clusters Score -2907630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -2907664.750000 Penalty: 1009.373535
	Iteration 21Q: 3 clusters Score -2907665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -2907682.000000 Penalty: 1009.373535
	Iteration 22Q: 3 clusters Score -2907682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -2907694.250000 Penalty: 1009.373535
	Iteration 23Q: 3 clusters Score -2907694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -2907698.750000 Penalty: 1009.373535
	Iteration 24Q: 3 clusters Score -2907699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -2907711.750000 Penalty: 1009.373535
	Iteration 25Q: 3 clusters Score -2907712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -2907717.750000 Penalty: 1009.373535
	Iteration 26Q: 3 clusters Score -2907718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -2907722.500000 Penalty: 1009.373535
	Iteration 27Q: 3 clusters Score -2907722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -2907722.500000 Penalty: 1009.373535
	Iteration 28F: 3 clusters Score -2907722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Entering Unmasked Estep 
Score: -1463690.750000 Penalty: 471.320618
	Iteration 0F: 2 clusters Score -1463691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1442738.125000 Penalty: 942.641235
	Iteration 0F: 3 clusters Score -1442738 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1451690.000000 Penalty: 942.641235
	Iteration 1F: 3 clusters Score -1451690 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1452140.125000 Penalty: 942.641235
	Iteration 2Q: 3 clusters Score -1452140 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1452798.125000 Penalty: 942.641235
	Iteration 3Q: 3 clusters Score -1452798 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1453813.500000 Penalty: 942.641235
	Iteration 4F: 3 clusters Score -1453814 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1455291.000000 Penalty: 942.641235
	Iteration 5F: 3 clusters Score -1455291 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1456653.625000 Penalty: 942.641235
	Iteration 6F: 3 clusters Score -1456654 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1457282.250000 Penalty: 942.641235
	Iteration 7Q: 3 clusters Score -1457282 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1457491.625000 Penalty: 942.641235
	Iteration 8Q: 3 clusters Score -1457492 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1457573.000000 Penalty: 942.641235
	Iteration 9Q: 3 clusters Score -1457573 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1457637.125000 Penalty: 942.641235
	Iteration 10Q: 3 clusters Score -1457637 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1457726.625000 Penalty: 942.641235
	Iteration 11Q: 3 clusters Score -1457727 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1457810.375000 Penalty: 942.641235
	Iteration 12Q: 3 clusters Score -1457810 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1457912.000000 Penalty: 942.641235
	Iteration 13Q: 3 clusters Score -1457912 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1458035.875000 Penalty: 942.641235
	Iteration 14Q: 3 clusters Score -1458036 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -1458186.875000 Penalty: 942.641235
	Iteration 15Q: 3 clusters Score -1458187 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -1458349.750000 Penalty: 942.641235
	Iteration 16Q: 3 clusters Score -1458350 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1458514.375000 Penalty: 942.641235
	Iteration 17Q: 3 clusters Score -1458514 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -1458711.375000 Penalty: 942.641235
	Iteration 18Q: 3 clusters Score -1458711 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1458924.625000 Penalty: 942.641235
	Iteration 19Q: 3 clusters Score -1458925 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1459114.500000 Penalty: 942.641235
	Iteration 20F: 3 clusters Score -1459114 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1459332.375000 Penalty: 942.641235
	Iteration 21Q: 3 clusters Score -1459332 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -1459592.750000 Penalty: 942.641235
	Iteration 22Q: 3 clusters Score -1459593 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -1459894.250000 Penalty: 942.641235
	Iteration 23Q: 3 clusters Score -1459894 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -1460230.375000 Penalty: 942.641235
	Iteration 24Q: 3 clusters Score -1460230 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -1460598.250000 Penalty: 942.641235
	Iteration 25Q: 3 clusters Score -1460598 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -1460978.000000 Penalty: 942.641235
	Iteration 26Q: 3 clusters Score -1460978 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -1461324.125000 Penalty: 942.641235
	Iteration 27Q: 3 clusters Score -1461324 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -1461635.250000 Penalty: 942.641235
	Iteration 28Q: 3 clusters Score -1461635 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -1461957.750000 Penalty: 942.641235
	Iteration 29Q: 3 clusters Score -1461958 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1462252.875000 Penalty: 942.641235
	Iteration 30Q: 3 clusters Score -1462253 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -1462513.250000 Penalty: 942.641235
	Iteration 31Q: 3 clusters Score -1462513 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -1462695.625000 Penalty: 942.641235
	Iteration 32Q: 3 clusters Score -1462696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -1462856.500000 Penalty: 942.641235
	Iteration 33Q: 3 clusters Score -1462856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -1462969.250000 Penalty: 942.641235
	Iteration 34Q: 3 clusters Score -1462969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -1463079.500000 Penalty: 942.641235
	Iteration 35Q: 3 clusters Score -1463080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -1463145.750000 Penalty: 942.641235
	Iteration 36Q: 3 clusters Score -1463146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -1463192.000000 Penalty: 942.641235
	Iteration 37Q: 3 clusters Score -1463192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -1463223.625000 Penalty: 942.641235
	Iteration 38Q: 3 clusters Score -1463224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -1463249.125000 Penalty: 942.641235
	Iteration 39Q: 3 clusters Score -1463249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -1463259.875000 Penalty: 942.641235
	Iteration 40F: 3 clusters Score -1463260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -1463268.625000 Penalty: 942.641235
	Iteration 41Q: 3 clusters Score -1463269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -1463269.625000 Penalty: 942.641235
	Iteration 42Q: 3 clusters Score -1463270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -1463277.500000 Penalty: 942.641235
	Iteration 43Q: 3 clusters Score -1463278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1463282.375000 Penalty: 942.641235
	Iteration 44Q: 3 clusters Score -1463282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1463282.125000 Penalty: 942.641235
	Iteration 45Q: 3 clusters Score -1463282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1463282.125000 Penalty: 942.641235
	Iteration 46F: 3 clusters Score -1463282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Entering Unmasked Estep 
Score: -879440.687500 Penalty: 451.389130
	Iteration 0F: 2 clusters Score -879440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -865841.750000 Penalty: 902.778259
	Iteration 0F: 3 clusters Score -865841.8 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -871468.000000 Penalty: 902.778259
	Iteration 1F: 3 clusters Score -871468 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -871795.500000 Penalty: 902.778259
	Iteration 2Q: 3 clusters Score -871795.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -872252.937500 Penalty: 902.778259
	Iteration 3Q: 3 clusters Score -872252.9 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -872962.687500 Penalty: 902.778259
	Iteration 4F: 3 clusters Score -872962.7 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -874045.187500 Penalty: 902.778259
	Iteration 5F: 3 clusters Score -874045.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -875236.250000 Penalty: 902.778259
	Iteration 6F: 3 clusters Score -875236.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -876023.500000 Penalty: 902.778259
	Iteration 7F: 3 clusters Score -876023.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -876380.812500 Penalty: 902.778259
	Iteration 8Q: 3 clusters Score -876380.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -876568.062500 Penalty: 902.778259
	Iteration 9Q: 3 clusters Score -876568.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -876714.625000 Penalty: 902.778259
	Iteration 10Q: 3 clusters Score -876714.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -876858.625000 Penalty: 902.778259
	Iteration 11Q: 3 clusters Score -876858.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -876999.875000 Penalty: 902.778259
	Iteration 12Q: 3 clusters Score -876999.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -877159.812500 Penalty: 902.778259
	Iteration 13Q: 3 clusters Score -877159.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -877341.000000 Penalty: 902.778259
	Iteration 14Q: 3 clusters Score -877341 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -877534.750000 Penalty: 902.778259
	Iteration 15Q: 3 clusters Score -877534.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -877767.937500 Penalty: 902.778259
	Iteration 16Q: 3 clusters Score -877767.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -878006.812500 Penalty: 902.778259
	Iteration 17Q: 3 clusters Score -878006.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -878215.000000 Penalty: 902.778259
	Iteration 18Q: 3 clusters Score -878215 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -878369.250000 Penalty: 902.778259
	Iteration 19Q: 3 clusters Score -878369.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -878485.750000 Penalty: 902.778259
	Iteration 20F: 3 clusters Score -878485.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -878563.812500 Penalty: 902.778259
	Iteration 21Q: 3 clusters Score -878563.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -878612.875000 Penalty: 902.778259
	Iteration 22Q: 3 clusters Score -878612.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -878638.375000 Penalty: 902.778259
	Iteration 23Q: 3 clusters Score -878638.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -878659.750000 Penalty: 902.778259
	Iteration 24Q: 3 clusters Score -878659.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -878676.812500 Penalty: 902.778259
	Iteration 25Q: 3 clusters Score -878676.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -878686.062500 Penalty: 902.778259
	Iteration 26Q: 3 clusters Score -878686.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -878698.000000 Penalty: 902.778259
	Iteration 27Q: 3 clusters Score -878698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -878706.937500 Penalty: 902.778259
	Iteration 28Q: 3 clusters Score -878706.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -878712.375000 Penalty: 902.778259
	Iteration 29Q: 3 clusters Score -878712.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -878716.000000 Penalty: 902.778259
	Iteration 30Q: 3 clusters Score -878716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -878715.875000 Penalty: 902.778259
	Iteration 31Q: 3 clusters Score -878715.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -878717.812500 Penalty: 902.778259
	Iteration 32Q: 3 clusters Score -878717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -878722.000000 Penalty: 902.778259
	Iteration 33Q: 3 clusters Score -878722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -878723.687500 Penalty: 902.778259
	Iteration 34Q: 3 clusters Score -878723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -878724.500000 Penalty: 902.778259
	Iteration 35Q: 3 clusters Score -878724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -878724.312500 Penalty: 902.778259
	Iteration 36Q: 3 clusters Score -878724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -878724.437500 Penalty: 902.778259
	Iteration 37Q: 3 clusters Score -878724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -878723.562500 Penalty: 902.778259
	Iteration 38Q: 3 clusters Score -878723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -878723.500000 Penalty: 902.778259
	Iteration 39Q: 3 clusters Score -878723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -878724.562500 Penalty: 902.778259
	Iteration 40F: 3 clusters Score -878724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -878723.312500 Penalty: 902.778259
	Iteration 41Q: 3 clusters Score -878723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -878724.250000 Penalty: 902.778259
	Iteration 42Q: 3 clusters Score -878724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -878723.500000 Penalty: 902.778259
	Iteration 43Q: 3 clusters Score -878723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -878723.062500 Penalty: 902.778259
	Iteration 44Q: 3 clusters Score -878723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -878723.062500 Penalty: 902.778259
	Iteration 45F: 3 clusters Score -878723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (159593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Entering Unmasked Estep 
Score: -7192328.000000 Penalty: 545.107361
	Iteration 0F: 2 clusters Score -7192328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -7084010.500000 Penalty: 1090.214722
	Iteration 0F: 3 clusters Score -7084010 nChanged 78310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -7130823.000000 Penalty: 1090.214722
	Iteration 1F: 3 clusters Score -7130823 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -7132144.000000 Penalty: 1090.214722
	Iteration 2Q: 3 clusters Score -7132144 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -7134193.000000 Penalty: 1090.214722
	Iteration 3Q: 3 clusters Score -7134193 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -7137440.500000 Penalty: 1090.214722
	Iteration 4Q: 3 clusters Score -7137440 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -7142877.500000 Penalty: 1090.214722
	Iteration 5F: 3 clusters Score -7142878 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -7150988.000000 Penalty: 1090.214722
	Iteration 6F: 3 clusters Score -7150988 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -7159578.000000 Penalty: 1090.214722
	Iteration 7F: 3 clusters Score -7159578 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -7164340.000000 Penalty: 1090.214722
	Iteration 8F: 3 clusters Score -7164340 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101524 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -7166191.000000 Penalty: 1090.214722
	Iteration 9Q: 3 clusters Score -7166191 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -7167574.000000 Penalty: 1090.214722
	Iteration 10Q: 3 clusters Score -7167574 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -7169298.000000 Penalty: 1090.214722
	Iteration 11Q: 3 clusters Score -7169298 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -7171397.500000 Penalty: 1090.214722
	Iteration 12Q: 3 clusters Score -7171398 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -7173797.000000 Penalty: 1090.214722
	Iteration 13Q: 3 clusters Score -7173797 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -7176501.500000 Penalty: 1090.214722
	Iteration 14Q: 3 clusters Score -7176502 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7179352.500000 Penalty: 1090.214722
	Iteration 15Q: 3 clusters Score -7179352 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -7182384.000000 Penalty: 1090.214722
	Iteration 16Q: 3 clusters Score -7182384 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -7185290.000000 Penalty: 1090.214722
	Iteration 17Q: 3 clusters Score -7185290 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -7187730.500000 Penalty: 1090.214722
	Iteration 18Q: 3 clusters Score -7187730 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -7189242.500000 Penalty: 1090.214722
	Iteration 19Q: 3 clusters Score -7189242 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112898 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -7190191.500000 Penalty: 1090.214722
	Iteration 20F: 3 clusters Score -7190192 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -7190733.000000 Penalty: 1090.214722
	Iteration 21Q: 3 clusters Score -7190733 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -7191023.500000 Penalty: 1090.214722
	Iteration 22Q: 3 clusters Score -7191024 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -7191109.500000 Penalty: 1090.214722
	Iteration 23Q: 3 clusters Score -7191110 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -7191156.500000 Penalty: 1090.214722
	Iteration 24Q: 3 clusters Score -7191156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114087 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -7191181.500000 Penalty: 1090.214722
	Iteration 25Q: 3 clusters Score -7191182 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -7191186.000000 Penalty: 1090.214722
	Iteration 26Q: 3 clusters Score -7191186 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -7191185.000000 Penalty: 1090.214722
	Iteration 27Q: 3 clusters Score -7191185 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -7191181.000000 Penalty: 1090.214722
	Iteration 28Q: 3 clusters Score -7191181 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -7191181.500000 Penalty: 1090.214722
	Iteration 29Q: 3 clusters Score -7191182 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -7191179.000000 Penalty: 1090.214722
	Iteration 30Q: 3 clusters Score -7191179 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7191190.000000 Penalty: 1090.214722
	Iteration 31Q: 3 clusters Score -7191190 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -7191204.000000 Penalty: 1090.214722
	Iteration 32Q: 3 clusters Score -7191204 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7191188 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -7191193.000000 Penalty: 1090.214722
	Iteration 34Q: 3 clusters Score -7191193 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117705 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -7191200.000000 Penalty: 1090.214722
	Iteration 35Q: 3 clusters Score -7191200 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7191182.500000 Penalty: 1090.214722
	Iteration 36Q: 3 clusters Score -7191182 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7191200.500000 Penalty: 1090.214722
	Iteration 37Q: 3 clusters Score -7191200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7191217.500000 Penalty: 1090.214722
	Iteration 38Q: 3 clusters Score -7191218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7191201.500000 Penalty: 1090.214722
	Iteration 39Q: 3 clusters Score -7191202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7191171.500000 Penalty: 1090.214722
	Iteration 40F: 3 clusters Score -7191172 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119980 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7191174.500000 Penalty: 1090.214722
	Iteration 41Q: 3 clusters Score -7191174 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120382 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7191175.500000 Penalty: 1090.214722
	Iteration 42Q: 3 clusters Score -7191176 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7191195.500000 Penalty: 1090.214722
	Iteration 43Q: 3 clusters Score -7191196 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7191218.500000 Penalty: 1090.214722
	Iteration 44Q: 3 clusters Score -7191218 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -7191265.000000 Penalty: 1090.214722
	Iteration 45Q: 3 clusters Score -7191265 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -7191308.000000 Penalty: 1090.214722
	Iteration 46Q: 3 clusters Score -7191308 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7191333.500000 Penalty: 1090.214722
	Iteration 47Q: 3 clusters Score -7191334 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -7191349.000000 Penalty: 1090.214722
	Iteration 48Q: 3 clusters Score -7191349 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -7191337.000000 Penalty: 1090.214722
	Iteration 49Q: 3 clusters Score -7191337 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -7191322.000000 Penalty: 1090.214722
	Iteration 50Q: 3 clusters Score -7191322 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -7191353.000000 Penalty: 1090.214722
	Iteration 51Q: 3 clusters Score -7191353 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7191355.500000 Penalty: 1090.214722
	Iteration 52Q: 3 clusters Score -7191356 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -7191352.500000 Penalty: 1090.214722
	Iteration 53Q: 3 clusters Score -7191352 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125345 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -7191364.000000 Penalty: 1090.214722
	Iteration 54Q: 3 clusters Score -7191364 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125803 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7191407.000000 Penalty: 1090.214722
	Iteration 55Q: 3 clusters Score -7191407 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -7191421.000000 Penalty: 1090.214722
	Iteration 56Q: 3 clusters Score -7191421 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7191455 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -7191469.500000 Penalty: 1090.214722
	Iteration 58Q: 3 clusters Score -7191470 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -7191496.500000 Penalty: 1090.214722
	Iteration 59Q: 3 clusters Score -7191496 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7191484.000000 Penalty: 1090.214722
	Iteration 60F: 3 clusters Score -7191484 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -7191504.500000 Penalty: 1090.214722
	Iteration 61Q: 3 clusters Score -7191504 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7191494.500000 Penalty: 1090.214722
	Iteration 62Q: 3 clusters Score -7191494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7191496 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7191472.000000 Penalty: 1090.214722
	Iteration 64Q: 3 clusters Score -7191472 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -7191452.500000 Penalty: 1090.214722
	Iteration 65Q: 3 clusters Score -7191452 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -7191450.000000 Penalty: 1090.214722
	Iteration 66Q: 3 clusters Score -7191450 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7191474 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -7191475.500000 Penalty: 1090.214722
	Iteration 68Q: 3 clusters Score -7191476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130736 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -7191494.500000 Penalty: 1090.214722
	Iteration 69Q: 3 clusters Score -7191494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131027 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7191495 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7191474 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -7191448.500000 Penalty: 1090.214722
	Iteration 72Q: 3 clusters Score -7191448 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -7191463.500000 Penalty: 1090.214722
	Iteration 73Q: 3 clusters Score -7191464 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -7191445.500000 Penalty: 1090.214722
	Iteration 74Q: 3 clusters Score -7191446 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132375 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -7191460.500000 Penalty: 1090.214722
	Iteration 75Q: 3 clusters Score -7191460 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132689 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -7191463.000000 Penalty: 1090.214722
	Iteration 76Q: 3 clusters Score -7191463 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -7191469.000000 Penalty: 1090.214722
	Iteration 77Q: 3 clusters Score -7191469 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133299 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -7191487.500000 Penalty: 1090.214722
	Iteration 78Q: 3 clusters Score -7191488 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -7191512.500000 Penalty: 1090.214722
	Iteration 79Q: 3 clusters Score -7191512 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -7191505.500000 Penalty: 1090.214722
	Iteration 80F: 3 clusters Score -7191506 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134251 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -7191510.000000 Penalty: 1090.214722
	Iteration 81Q: 3 clusters Score -7191510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -7191535.000000 Penalty: 1090.214722
	Iteration 82Q: 3 clusters Score -7191535 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134953 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7191510 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135350 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -7191530.500000 Penalty: 1090.214722
	Iteration 84Q: 3 clusters Score -7191530 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135691 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7191546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7191545 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -7191542.500000 Penalty: 1090.214722
	Iteration 87Q: 3 clusters Score -7191542 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7191535 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137084 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7191560.000000 Penalty: 1090.214722
	Iteration 89Q: 3 clusters Score -7191560 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137422 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7191536 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -7191513.000000 Penalty: 1090.214722
	Iteration 91Q: 3 clusters Score -7191513 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138002 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7191546 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7191570.000000 Penalty: 1090.214722
	Iteration 93Q: 3 clusters Score -7191570 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7191601.000000 Penalty: 1090.214722
	Iteration 94Q: 3 clusters Score -7191601 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7191619.000000 Penalty: 1090.214722
	Iteration 95Q: 3 clusters Score -7191619 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7191646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7191638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7191654 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7191644 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140231 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -7191662.500000 Penalty: 1090.214722
	Iteration 100F: 3 clusters Score -7191662 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140568 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7191670 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -7191661.000000 Penalty: 1090.214722
	Iteration 102Q: 3 clusters Score -7191661 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7191683.000000 Penalty: 1090.214722
	Iteration 103Q: 3 clusters Score -7191683 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7191680 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7191698 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7191680 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142474 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -7191688.000000 Penalty: 1090.214722
	Iteration 107Q: 3 clusters Score -7191688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7191691 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7191686 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7191682 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7191668 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7191672 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7191670 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7191662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -7191656.000000 Penalty: 1090.214722
	Iteration 115Q: 3 clusters Score -7191656 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7191662 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145078 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -7191621.500000 Penalty: 1090.214722
	Iteration 117Q: 3 clusters Score -7191622 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145311 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7191631.500000 Penalty: 1090.214722
	Iteration 118Q: 3 clusters Score -7191632 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145628 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -7191629.500000 Penalty: 1090.214722
	Iteration 119Q: 3 clusters Score -7191630 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -7191657.000000 Penalty: 1090.214722
	Iteration 120F: 3 clusters Score -7191657 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -7191654.500000 Penalty: 1090.214722
	Iteration 121Q: 3 clusters Score -7191654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7191645 nChanged 230
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Mstep: Class 1 contains 146661 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7191786.500000 Penalty: 1090.214722
	Iteration 213Q: 3 clusters Score -7191786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -7191811.000000 Penalty: 1090.214722
	Iteration 214Q: 3 clusters Score -7191811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7191804.000000 Penalty: 545.107361
	Iteration 215F: 2 clusters Score -7191804 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Entering Unmasked Estep 
Score: -7192328.000000 Penalty: 545.107361
	Iteration 216Q: 2 clusters Score -7192328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Entering Unmasked Estep 
Score: -7192328.000000 Penalty: 545.107361
	Iteration 217F: 2 clusters Score -7192328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Entering Unmasked Estep 
Score: -979077.625000 Penalty: 455.710236
	Iteration 0F: 2 clusters Score -979077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -964262.750000 Penalty: 911.420471
	Iteration 0F: 3 clusters Score -964262.8 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -970237.062500 Penalty: 911.420471
	Iteration 1F: 3 clusters Score -970237.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -970476.625000 Penalty: 911.420471
	Iteration 2Q: 3 clusters Score -970476.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -970778.625000 Penalty: 911.420471
	Iteration 3Q: 3 clusters Score -970778.6 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -971184.687500 Penalty: 911.420471
	Iteration 4Q: 3 clusters Score -971184.7 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -971890.125000 Penalty: 911.420471
	Iteration 5F: 3 clusters Score -971890.1 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -972982.687500 Penalty: 911.420471
	Iteration 6F: 3 clusters Score -972982.7 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -974329.250000 Penalty: 911.420471
	Iteration 7F: 3 clusters Score -974329.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -975512.000000 Penalty: 911.420471
	Iteration 8F: 3 clusters Score -975512 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -976226.687500 Penalty: 911.420471
	Iteration 9Q: 3 clusters Score -976226.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -976640.625000 Penalty: 911.420471
	Iteration 10Q: 3 clusters Score -976640.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -976939.187500 Penalty: 911.420471
	Iteration 11Q: 3 clusters Score -976939.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -977167.562500 Penalty: 911.420471
	Iteration 12Q: 3 clusters Score -977167.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -977342.562500 Penalty: 911.420471
	Iteration 13Q: 3 clusters Score -977342.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -977483.250000 Penalty: 911.420471
	Iteration 14Q: 3 clusters Score -977483.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -977604.187500 Penalty: 911.420471
	Iteration 15Q: 3 clusters Score -977604.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -977702.750000 Penalty: 911.420471
	Iteration 16Q: 3 clusters Score -977702.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -977775.250000 Penalty: 911.420471
	Iteration 17Q: 3 clusters Score -977775.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -977834.000000 Penalty: 911.420471
	Iteration 18Q: 3 clusters Score -977834 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -977910.062500 Penalty: 911.420471
	Iteration 19Q: 3 clusters Score -977910.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -977997.375000 Penalty: 911.420471
	Iteration 20F: 3 clusters Score -977997.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -978089.062500 Penalty: 911.420471
	Iteration 21Q: 3 clusters Score -978089.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -978175.000000 Penalty: 911.420471
	Iteration 22Q: 3 clusters Score -978175 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -978241.125000 Penalty: 911.420471
	Iteration 23Q: 3 clusters Score -978241.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -978309.437500 Penalty: 911.420471
	Iteration 24Q: 3 clusters Score -978309.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -978383.687500 Penalty: 911.420471
	Iteration 25Q: 3 clusters Score -978383.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -978460.937500 Penalty: 911.420471
	Iteration 26Q: 3 clusters Score -978460.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -978544.062500 Penalty: 911.420471
	Iteration 27Q: 3 clusters Score -978544.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -978617.562500 Penalty: 911.420471
	Iteration 28Q: 3 clusters Score -978617.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -978654.000000 Penalty: 911.420471
	Iteration 29Q: 3 clusters Score -978654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -978672.687500 Penalty: 911.420471
	Iteration 30Q: 3 clusters Score -978672.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -978682.750000 Penalty: 911.420471
	Iteration 31Q: 3 clusters Score -978682.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -978685.687500 Penalty: 911.420471
	Iteration 32Q: 3 clusters Score -978685.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -978686.687500 Penalty: 911.420471
	Iteration 33Q: 3 clusters Score -978686.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -978685.187500 Penalty: 911.420471
	Iteration 34Q: 3 clusters Score -978685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -978687.125000 Penalty: 911.420471
	Iteration 35Q: 3 clusters Score -978687.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -978689.937500 Penalty: 911.420471
	Iteration 36Q: 3 clusters Score -978689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -978688.687500 Penalty: 911.420471
	Iteration 37Q: 3 clusters Score -978688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -978687.750000 Penalty: 911.420471
	Iteration 38Q: 3 clusters Score -978687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -978687.375000 Penalty: 911.420471
	Iteration 39Q: 3 clusters Score -978687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -978700.500000 Penalty: 911.420471
	Iteration 40F: 3 clusters Score -978700.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -978708.437500 Penalty: 911.420471
	Iteration 41Q: 3 clusters Score -978708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -978711.750000 Penalty: 911.420471
	Iteration 42Q: 3 clusters Score -978711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -978709.375000 Penalty: 911.420471
	Iteration 43Q: 3 clusters Score -978709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -978707.312500 Penalty: 911.420471
	Iteration 44Q: 3 clusters Score -978707.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -978708.562500 Penalty: 911.420471
	Iteration 45Q: 3 clusters Score -978708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -978709.250000 Penalty: 911.420471
	Iteration 46Q: 3 clusters Score -978709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -978709.250000 Penalty: 911.420471
	Iteration 47F: 3 clusters Score -978709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -40998.960938 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -40998.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -40122.992188 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -40122.99 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -40385.863281 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -40385.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40454.914062 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -40454.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40513.488281 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -40513.49 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40574.714844 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -40574.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40628.781250 Penalty: 638.837341
	Iteration 5F: 3 clusters Score -40628.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40681.832031 Penalty: 638.837341
	Iteration 6F: 3 clusters Score -40681.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40728.468750 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -40728.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40762.730469 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -40762.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40792.546875 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -40792.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40805.753906 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -40805.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40812.488281 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -40812.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40816.082031 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -40816.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40816.851562 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -40816.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40818.378906 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -40818.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40819.097656 Penalty: 638.837341
	Iteration 15Q: 3 clusters Score -40819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40819.503906 Penalty: 638.837341
	Iteration 16Q: 3 clusters Score -40819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40820.062500 Penalty: 638.837341
	Iteration 17Q: 3 clusters Score -40820.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40820.144531 Penalty: 638.837341
	Iteration 18Q: 3 clusters Score -40820.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40820.144531 Penalty: 638.837341
	Iteration 19F: 3 clusters Score -40820.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Entering Unmasked Estep 
Score: -4345394.000000 Penalty: 522.880371
	Iteration 0F: 2 clusters Score -4345394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -4279443.000000 Penalty: 1045.760742
	Iteration 0F: 3 clusters Score -4279443 nChanged 47746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -4309762.000000 Penalty: 1045.760742
	Iteration 1F: 3 clusters Score -4309762 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -4312113.000000 Penalty: 1045.760742
	Iteration 2F: 3 clusters Score -4312113 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -4315614.000000 Penalty: 1045.760742
	Iteration 3F: 3 clusters Score -4315614 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -4320691.500000 Penalty: 1045.760742
	Iteration 4F: 3 clusters Score -4320692 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -4326404.000000 Penalty: 1045.760742
	Iteration 5F: 3 clusters Score -4326404 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -4329844.500000 Penalty: 1045.760742
	Iteration 6F: 3 clusters Score -4329844 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -4331229.500000 Penalty: 1045.760742
	Iteration 7Q: 3 clusters Score -4331230 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -4332028.000000 Penalty: 1045.760742
	Iteration 8Q: 3 clusters Score -4332028 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -4332815.500000 Penalty: 1045.760742
	Iteration 9Q: 3 clusters Score -4332816 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -4333593.000000 Penalty: 1045.760742
	Iteration 10Q: 3 clusters Score -4333593 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -4334461.500000 Penalty: 1045.760742
	Iteration 11Q: 3 clusters Score -4334462 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -4335453.500000 Penalty: 1045.760742
	Iteration 12Q: 3 clusters Score -4335454 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -4336483.000000 Penalty: 1045.760742
	Iteration 13Q: 3 clusters Score -4336483 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -4337501.000000 Penalty: 1045.760742
	Iteration 14Q: 3 clusters Score -4337501 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -4338575.000000 Penalty: 1045.760742
	Iteration 15Q: 3 clusters Score -4338575 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -4339660.000000 Penalty: 1045.760742
	Iteration 16Q: 3 clusters Score -4339660 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -4340715.000000 Penalty: 1045.760742
	Iteration 17Q: 3 clusters Score -4340715 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -4341726.000000 Penalty: 1045.760742
	Iteration 18Q: 3 clusters Score -4341726 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -4342542.500000 Penalty: 1045.760742
	Iteration 19Q: 3 clusters Score -4342542 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -4343199.000000 Penalty: 1045.760742
	Iteration 20F: 3 clusters Score -4343199 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -4343699.000000 Penalty: 1045.760742
	Iteration 21Q: 3 clusters Score -4343699 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -4344076.000000 Penalty: 1045.760742
	Iteration 22Q: 3 clusters Score -4344076 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -4344322.000000 Penalty: 1045.760742
	Iteration 23Q: 3 clusters Score -4344322 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -4344485.000000 Penalty: 1045.760742
	Iteration 24Q: 3 clusters Score -4344485 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -4344598.500000 Penalty: 1045.760742
	Iteration 25Q: 3 clusters Score -4344598 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -4344683.000000 Penalty: 1045.760742
	Iteration 26Q: 3 clusters Score -4344683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -4344723.000000 Penalty: 1045.760742
	Iteration 27Q: 3 clusters Score -4344723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -4344763.000000 Penalty: 1045.760742
	Iteration 28Q: 3 clusters Score -4344763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -4344800.000000 Penalty: 1045.760742
	Iteration 29Q: 3 clusters Score -4344800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -4344838.000000 Penalty: 1045.760742
	Iteration 30Q: 3 clusters Score -4344838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -4344875.000000 Penalty: 1045.760742
	Iteration 31Q: 3 clusters Score -4344875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -4344899.500000 Penalty: 1045.760742
	Iteration 32Q: 3 clusters Score -4344900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -4344922.500000 Penalty: 1045.760742
	Iteration 33Q: 3 clusters Score -4344922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -4344935.000000 Penalty: 1045.760742
	Iteration 34Q: 3 clusters Score -4344935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -4344940.500000 Penalty: 1045.760742
	Iteration 35Q: 3 clusters Score -4344940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -4344947.500000 Penalty: 1045.760742
	Iteration 36Q: 3 clusters Score -4344948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -4344949.500000 Penalty: 1045.760742
	Iteration 37Q: 3 clusters Score -4344950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 97597 members 
Entering Unmasked Estep 
Score: -4344954.000000 Penalty: 1045.760742
	Iteration 38Q: 3 clusters Score -4344954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -4344959.500000 Penalty: 1045.760742
	Iteration 39Q: 3 clusters Score -4344960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -4344967.000000 Penalty: 1045.760742
	Iteration 40F: 3 clusters Score -4344967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -4344974.500000 Penalty: 1045.760742
	Iteration 41Q: 3 clusters Score -4344974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -4344981.500000 Penalty: 1045.760742
	Iteration 42Q: 3 clusters Score -4344982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -4344991.500000 Penalty: 1045.760742
	Iteration 43Q: 3 clusters Score -4344992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -4344993.000000 Penalty: 1045.760742
	Iteration 44Q: 3 clusters Score -4344993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -4344997.000000 Penalty: 1045.760742
	Iteration 45Q: 3 clusters Score -4344997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -4344995.000000 Penalty: 1045.760742
	Iteration 46Q: 3 clusters Score -4344995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -4344995.000000 Penalty: 1045.760742
	Iteration 47F: 3 clusters Score -4344995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -414227.531250 Penalty: 417.198853
	Iteration 0F: 2 clusters Score -414227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -407912.468750 Penalty: 834.397705
	Iteration 0F: 3 clusters Score -407912.5 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -410300.656250 Penalty: 834.397705
	Iteration 1F: 3 clusters Score -410300.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -410445.218750 Penalty: 834.397705
	Iteration 2Q: 3 clusters Score -410445.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -410597.656250 Penalty: 834.397705
	Iteration 3Q: 3 clusters Score -410597.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -410770.625000 Penalty: 834.397705
	Iteration 4Q: 3 clusters Score -410770.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -410991.281250 Penalty: 834.397705
	Iteration 5F: 3 clusters Score -410991.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -411313.343750 Penalty: 834.397705
	Iteration 6F: 3 clusters Score -411313.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -411705.781250 Penalty: 834.397705
	Iteration 7F: 3 clusters Score -411705.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -412248.187500 Penalty: 834.397705
	Iteration 8F: 3 clusters Score -412248.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -412866.718750 Penalty: 834.397705
	Iteration 9F: 3 clusters Score -412866.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -413339.718750 Penalty: 834.397705
	Iteration 10F: 3 clusters Score -413339.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -413623.500000 Penalty: 834.397705
	Iteration 11Q: 3 clusters Score -413623.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -413754.656250 Penalty: 834.397705
	Iteration 12Q: 3 clusters Score -413754.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -413798.843750 Penalty: 834.397705
	Iteration 13Q: 3 clusters Score -413798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -413818.500000 Penalty: 834.397705
	Iteration 14Q: 3 clusters Score -413818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -413829.625000 Penalty: 834.397705
	Iteration 15Q: 3 clusters Score -413829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -413838.375000 Penalty: 834.397705
	Iteration 16Q: 3 clusters Score -413838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -413848.625000 Penalty: 834.397705
	Iteration 17Q: 3 clusters Score -413848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -413854.812500 Penalty: 834.397705
	Iteration 18Q: 3 clusters Score -413854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -413864.562500 Penalty: 834.397705
	Iteration 19Q: 3 clusters Score -413864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -413867.750000 Penalty: 834.397705
	Iteration 20F: 3 clusters Score -413867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -861941.687500 Penalty: 450.950897
	Iteration 0F: 2 clusters Score -861941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -848495.875000 Penalty: 901.901794
	Iteration 0F: 3 clusters Score -848495.9 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -854330.000000 Penalty: 901.901794
	Iteration 1F: 3 clusters Score -854330 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -854792.687500 Penalty: 901.901794
	Iteration 2F: 3 clusters Score -854792.7 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -855425.562500 Penalty: 901.901794
	Iteration 3F: 3 clusters Score -855425.6 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -856395.937500 Penalty: 901.901794
	Iteration 4F: 3 clusters Score -856395.9 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -857619.500000 Penalty: 901.901794
	Iteration 5F: 3 clusters Score -857619.5 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -858807.250000 Penalty: 901.901794
	Iteration 6F: 3 clusters Score -858807.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -859618.500000 Penalty: 901.901794
	Iteration 7Q: 3 clusters Score -859618.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -859997.125000 Penalty: 901.901794
	Iteration 8Q: 3 clusters Score -859997.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -860192.312500 Penalty: 901.901794
	Iteration 9Q: 3 clusters Score -860192.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -860347.125000 Penalty: 901.901794
	Iteration 10Q: 3 clusters Score -860347.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -860520.062500 Penalty: 901.901794
	Iteration 11Q: 3 clusters Score -860520.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -860682.937500 Penalty: 901.901794
	Iteration 12Q: 3 clusters Score -860682.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -860799.000000 Penalty: 901.901794
	Iteration 13Q: 3 clusters Score -860799 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -860901.125000 Penalty: 901.901794
	Iteration 14Q: 3 clusters Score -860901.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -860993.750000 Penalty: 901.901794
	Iteration 15Q: 3 clusters Score -860993.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -861069.875000 Penalty: 901.901794
	Iteration 16Q: 3 clusters Score -861069.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -861148.562500 Penalty: 901.901794
	Iteration 17Q: 3 clusters Score -861148.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -861210.812500 Penalty: 901.901794
	Iteration 18Q: 3 clusters Score -861210.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -861259.437500 Penalty: 901.901794
	Iteration 19Q: 3 clusters Score -861259.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -861316.500000 Penalty: 901.901794
	Iteration 20F: 3 clusters Score -861316.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -861368.187500 Penalty: 901.901794
	Iteration 21Q: 3 clusters Score -861368.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -861414.125000 Penalty: 901.901794
	Iteration 22Q: 3 clusters Score -861414.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -861450.500000 Penalty: 901.901794
	Iteration 23Q: 3 clusters Score -861450.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -861471.562500 Penalty: 901.901794
	Iteration 24Q: 3 clusters Score -861471.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -861486.687500 Penalty: 901.901794
	Iteration 25Q: 3 clusters Score -861486.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -861500.875000 Penalty: 901.901794
	Iteration 26Q: 3 clusters Score -861500.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -861515.312500 Penalty: 901.901794
	Iteration 27Q: 3 clusters Score -861515.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -861527.937500 Penalty: 901.901794
	Iteration 28Q: 3 clusters Score -861527.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -861536.000000 Penalty: 901.901794
	Iteration 29Q: 3 clusters Score -861536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -861545.812500 Penalty: 901.901794
	Iteration 30Q: 3 clusters Score -861545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -861549.125000 Penalty: 901.901794
	Iteration 31Q: 3 clusters Score -861549.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -861555.125000 Penalty: 901.901794
	Iteration 32Q: 3 clusters Score -861555.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -861558.687500 Penalty: 901.901794
	Iteration 33Q: 3 clusters Score -861558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -861562.250000 Penalty: 901.901794
	Iteration 34Q: 3 clusters Score -861562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -861566.125000 Penalty: 901.901794
	Iteration 35Q: 3 clusters Score -861566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -861569.187500 Penalty: 901.901794
	Iteration 36Q: 3 clusters Score -861569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -861569.437500 Penalty: 901.901794
	Iteration 37Q: 3 clusters Score -861569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -861569.437500 Penalty: 901.901794
	Iteration 38F: 3 clusters Score -861569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (309906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309906 members 
Entering Unmasked Estep 
Score: -13796614.000000 Penalty: 575.303101
	Iteration 0F: 2 clusters Score -1.379661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -13592219.000000 Penalty: 1150.606201
	Iteration 0F: 3 clusters Score -1.359222e+07 nChanged 153008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 146055 members 
Entering Unmasked Estep 
Score: -13683846.000000 Penalty: 1150.606201
	Iteration 1F: 3 clusters Score -1.368385e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -13686817.000000 Penalty: 1150.606201
	Iteration 2Q: 3 clusters Score -1.368682e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -13691859.000000 Penalty: 1150.606201
	Iteration 3Q: 3 clusters Score -1.369186e+07 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -13700757.000000 Penalty: 1150.606201
	Iteration 4F: 3 clusters Score -1.370076e+07 nChanged 19539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202587 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -13715930.000000 Penalty: 1150.606201
	Iteration 5F: 3 clusters Score -1.371593e+07 nChanged 22096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221409 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -13737340.000000 Penalty: 1150.606201
	Iteration 6F: 3 clusters Score -1.373734e+07 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238765 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -13758621.000000 Penalty: 1150.606201
	Iteration 7F: 3 clusters Score -1.375862e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250605 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -13773368.000000 Penalty: 1150.606201
	Iteration 8F: 3 clusters Score -1.377337e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257964 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -13781465.000000 Penalty: 1150.606201
	Iteration 9Q: 3 clusters Score -1.378146e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263214 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -13785910.000000 Penalty: 1150.606201
	Iteration 10Q: 3 clusters Score -1.378591e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267649 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -13788569.000000 Penalty: 1150.606201
	Iteration 11Q: 3 clusters Score -1.378857e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271595 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -13790689.000000 Penalty: 1150.606201
	Iteration 12Q: 3 clusters Score -1.379069e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275060 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -13792220.000000 Penalty: 1150.606201
	Iteration 13Q: 3 clusters Score -1.379222e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278289 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -13793510.000000 Penalty: 1150.606201
	Iteration 14Q: 3 clusters Score -1.379351e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281253 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -13794642.000000 Penalty: 1150.606201
	Iteration 15Q: 3 clusters Score -1.379464e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284050 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -13795478.000000 Penalty: 1150.606201
	Iteration 16Q: 3 clusters Score -1.379548e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286567 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -13796061.000000 Penalty: 1150.606201
	Iteration 17Q: 3 clusters Score -1.379606e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288902 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -13796453.000000 Penalty: 1150.606201
	Iteration 18Q: 3 clusters Score -1.379645e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290961 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -13796758.000000 Penalty: 1150.606201
	Iteration 19Q: 3 clusters Score -1.379676e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292810 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -13796992.000000 Penalty: 1150.606201
	Iteration 20F: 3 clusters Score -1.379699e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294512 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -13797050.000000 Penalty: 1150.606201
	Iteration 21Q: 3 clusters Score -1.379705e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296003 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -13796987.000000 Penalty: 1150.606201
	Iteration 22Q: 3 clusters Score -1.379699e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297405 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -13797048.000000 Penalty: 1150.606201
	Iteration 23Q: 3 clusters Score -1.379705e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298674 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -13797007.000000 Penalty: 1150.606201
	Iteration 24Q: 3 clusters Score -1.379701e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299821 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -13796964.000000 Penalty: 1150.606201
	Iteration 25Q: 3 clusters Score -1.379696e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300884 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -13796881.000000 Penalty: 1150.606201
	Iteration 26Q: 3 clusters Score -1.379688e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301835 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -13796882.000000 Penalty: 1150.606201
	Iteration 27Q: 3 clusters Score -1.379688e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302714 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -13796860.000000 Penalty: 1150.606201
	Iteration 28Q: 3 clusters Score -1.379686e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303488 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -13796849.000000 Penalty: 1150.606201
	Iteration 29Q: 3 clusters Score -1.379685e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304203 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -13796795.000000 Penalty: 1150.606201
	Iteration 30Q: 3 clusters Score -1.37968e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304821 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -13796746.000000 Penalty: 1150.606201
	Iteration 31Q: 3 clusters Score -1.379675e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305425 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -13796716.000000 Penalty: 1150.606201
	Iteration 32Q: 3 clusters Score -1.379672e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305923 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -13796666.000000 Penalty: 1150.606201
	Iteration 33Q: 3 clusters Score -1.379667e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306354 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -13796658.000000 Penalty: 1150.606201
	Iteration 34Q: 3 clusters Score -1.379666e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306738 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13796595.000000 Penalty: 1150.606201
	Iteration 35Q: 3 clusters Score -1.37966e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307065 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -13796558.000000 Penalty: 1150.606201
	Iteration 36Q: 3 clusters Score -1.379656e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307348 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13796528.000000 Penalty: 1150.606201
	Iteration 37Q: 3 clusters Score -1.379653e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307601 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13796498.000000 Penalty: 1150.606201
	Iteration 38Q: 3 clusters Score -1.37965e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307822 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13796470.000000 Penalty: 1150.606201
	Iteration 39Q: 3 clusters Score -1.379647e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308012 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13796479.000000 Penalty: 1150.606201
	Iteration 40F: 3 clusters Score -1.379648e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13796454.000000 Penalty: 1150.606201
	Iteration 41Q: 3 clusters Score -1.379645e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13796439.000000 Penalty: 1150.606201
	Iteration 42Q: 3 clusters Score -1.379644e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308411 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13796437.000000 Penalty: 1150.606201
	Iteration 43Q: 3 clusters Score -1.379644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308497 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13796413.000000 Penalty: 1150.606201
	Iteration 44Q: 3 clusters Score -1.379641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308580 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13796432.000000 Penalty: 1150.606201
	Iteration 45Q: 3 clusters Score -1.379643e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308659 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13796459.000000 Penalty: 1150.606201
	Iteration 46Q: 3 clusters Score -1.379646e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308730 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13796440.000000 Penalty: 1150.606201
	Iteration 47Q: 3 clusters Score -1.379644e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308790 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13796434.000000 Penalty: 1150.606201
	Iteration 48Q: 3 clusters Score -1.379643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308847 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13796427.000000 Penalty: 1150.606201
	Iteration 49Q: 3 clusters Score -1.379643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308898 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13796419.000000 Penalty: 1150.606201
	Iteration 50Q: 3 clusters Score -1.379642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308947 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13796413.000000 Penalty: 1150.606201
	Iteration 51Q: 3 clusters Score -1.379641e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308989 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13796416.000000 Penalty: 1150.606201
	Iteration 52Q: 3 clusters Score -1.379642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309020 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13796415.000000 Penalty: 1150.606201
	Iteration 53Q: 3 clusters Score -1.379642e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309058 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13796396.000000 Penalty: 1150.606201
	Iteration 54Q: 3 clusters Score -1.37964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309096 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13796398.000000 Penalty: 1150.606201
	Iteration 55Q: 3 clusters Score -1.37964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13796391.000000 Penalty: 1150.606201
	Iteration 56Q: 3 clusters Score -1.379639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309126 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13796389.000000 Penalty: 1150.606201
	Iteration 57Q: 3 clusters Score -1.379639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309139 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13796379.000000 Penalty: 1150.606201
	Iteration 58Q: 3 clusters Score -1.379638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309147 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13796384.000000 Penalty: 1150.606201
	Iteration 59Q: 3 clusters Score -1.379638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309154 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13796395.000000 Penalty: 1150.606201
	Iteration 60F: 3 clusters Score -1.37964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309160 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13796387.000000 Penalty: 1150.606201
	Iteration 61Q: 3 clusters Score -1.379639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309163 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13796401.000000 Penalty: 1150.606201
	Iteration 62Q: 3 clusters Score -1.37964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309166 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13796403.000000 Penalty: 1150.606201
	Iteration 63Q: 3 clusters Score -1.37964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309171 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13796408.000000 Penalty: 1150.606201
	Iteration 64Q: 3 clusters Score -1.379641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309180 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13796409.000000 Penalty: 1150.606201
	Iteration 65Q: 3 clusters Score -1.379641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13796406.000000 Penalty: 1150.606201
	Iteration 66Q: 3 clusters Score -1.379641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13796410.000000 Penalty: 1150.606201
	Iteration 67Q: 3 clusters Score -1.379641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309209 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 68Q: 3 clusters Score -1.37964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309212 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13796404.000000 Penalty: 1150.606201
	Iteration 69Q: 3 clusters Score -1.37964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309221 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 70Q: 3 clusters Score -1.37964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309226 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 71Q: 3 clusters Score -1.37964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309232 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13796407.000000 Penalty: 1150.606201
	Iteration 72Q: 3 clusters Score -1.379641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13796405.000000 Penalty: 1150.606201
	Iteration 73Q: 3 clusters Score -1.37964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309247 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 74Q: 3 clusters Score -1.37964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309250 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13796399.000000 Penalty: 1150.606201
	Iteration 75Q: 3 clusters Score -1.37964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13796400.000000 Penalty: 1150.606201
	Iteration 76Q: 3 clusters Score -1.37964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13796405.000000 Penalty: 1150.606201
	Iteration 77Q: 3 clusters Score -1.37964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309250 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13796398.000000 Penalty: 1150.606201
	Iteration 78Q: 3 clusters Score -1.37964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13796400.000000 Penalty: 1150.606201
	Iteration 79Q: 3 clusters Score -1.37964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13796406.000000 Penalty: 1150.606201
	Iteration 80F: 3 clusters Score -1.379641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309255 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13796409.000000 Penalty: 1150.606201
	Iteration 81Q: 3 clusters Score -1.379641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309257 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13796405.000000 Penalty: 1150.606201
	Iteration 82Q: 3 clusters Score -1.37964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309261 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 83Q: 3 clusters Score -1.37964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309263 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13796397.000000 Penalty: 1150.606201
	Iteration 84Q: 3 clusters Score -1.37964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309266 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13796393.000000 Penalty: 1150.606201
	Iteration 85Q: 3 clusters Score -1.379639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13796391.000000 Penalty: 1150.606201
	Iteration 86Q: 3 clusters Score -1.379639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13796394.000000 Penalty: 1150.606201
	Iteration 87Q: 3 clusters Score -1.379639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309274 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13796399.000000 Penalty: 1150.606201
	Iteration 88Q: 3 clusters Score -1.37964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309276 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13796398.000000 Penalty: 1150.606201
	Iteration 89Q: 3 clusters Score -1.37964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13796403.000000 Penalty: 1150.606201
	Iteration 90Q: 3 clusters Score -1.37964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309282 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 91Q: 3 clusters Score -1.37964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309284 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 92Q: 3 clusters Score -1.37964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309284 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13796402.000000 Penalty: 1150.606201
	Iteration 93F: 3 clusters Score -1.37964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -401606.156250 Penalty: 415.449371
	Iteration 0F: 2 clusters Score -401606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -395409.781250 Penalty: 830.898743
	Iteration 0F: 3 clusters Score -395409.8 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -397969.500000 Penalty: 830.898743
	Iteration 1F: 3 clusters Score -397969.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -398296.125000 Penalty: 830.898743
	Iteration 2F: 3 clusters Score -398296.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -398737.312500 Penalty: 830.898743
	Iteration 3F: 3 clusters Score -398737.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -399268.312500 Penalty: 830.898743
	Iteration 4F: 3 clusters Score -399268.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -399699.593750 Penalty: 830.898743
	Iteration 5F: 3 clusters Score -399699.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -399939.468750 Penalty: 830.898743
	Iteration 6Q: 3 clusters Score -399939.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -400040.937500 Penalty: 830.898743
	Iteration 7Q: 3 clusters Score -400040.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -400104.281250 Penalty: 830.898743
	Iteration 8Q: 3 clusters Score -400104.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -400156.062500 Penalty: 830.898743
	Iteration 9Q: 3 clusters Score -400156.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -400212.125000 Penalty: 830.898743
	Iteration 10Q: 3 clusters Score -400212.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -400274.468750 Penalty: 830.898743
	Iteration 11Q: 3 clusters Score -400274.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -400345.218750 Penalty: 830.898743
	Iteration 12Q: 3 clusters Score -400345.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -400409.906250 Penalty: 830.898743
	Iteration 13Q: 3 clusters Score -400409.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -400486.093750 Penalty: 830.898743
	Iteration 14Q: 3 clusters Score -400486.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -400558.687500 Penalty: 830.898743
	Iteration 15Q: 3 clusters Score -400558.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -400645.000000 Penalty: 830.898743
	Iteration 16Q: 3 clusters Score -400645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -400723.656250 Penalty: 830.898743
	Iteration 17Q: 3 clusters Score -400723.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -400794.875000 Penalty: 830.898743
	Iteration 18Q: 3 clusters Score -400794.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -400856.218750 Penalty: 830.898743
	Iteration 19Q: 3 clusters Score -400856.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -400911.000000 Penalty: 830.898743
	Iteration 20F: 3 clusters Score -400911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -400965.250000 Penalty: 830.898743
	Iteration 21Q: 3 clusters Score -400965.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -401001.187500 Penalty: 830.898743
	Iteration 22Q: 3 clusters Score -401001.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -401036.343750 Penalty: 830.898743
	Iteration 23Q: 3 clusters Score -401036.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -401069.656250 Penalty: 830.898743
	Iteration 24Q: 3 clusters Score -401069.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -401106.750000 Penalty: 830.898743
	Iteration 25Q: 3 clusters Score -401106.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -401134.843750 Penalty: 830.898743
	Iteration 26Q: 3 clusters Score -401134.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -401152.000000 Penalty: 830.898743
	Iteration 27Q: 3 clusters Score -401152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -401171.375000 Penalty: 830.898743
	Iteration 28Q: 3 clusters Score -401171.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -401180.625000 Penalty: 830.898743
	Iteration 29Q: 3 clusters Score -401180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -401186.625000 Penalty: 830.898743
	Iteration 30Q: 3 clusters Score -401186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -401191.937500 Penalty: 830.898743
	Iteration 31Q: 3 clusters Score -401191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -401195.593750 Penalty: 830.898743
	Iteration 32Q: 3 clusters Score -401195.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -401200.937500 Penalty: 830.898743
	Iteration 33Q: 3 clusters Score -401200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -401205.281250 Penalty: 830.898743
	Iteration 34Q: 3 clusters Score -401205.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -401216.812500 Penalty: 830.898743
	Iteration 35Q: 3 clusters Score -401216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -401222.375000 Penalty: 830.898743
	Iteration 36Q: 3 clusters Score -401222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -401224.125000 Penalty: 830.898743
	Iteration 37Q: 3 clusters Score -401224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -401225.375000 Penalty: 830.898743
	Iteration 38Q: 3 clusters Score -401225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -401225.718750 Penalty: 830.898743
	Iteration 39Q: 3 clusters Score -401225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -401228.500000 Penalty: 830.898743
	Iteration 40F: 3 clusters Score -401228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -401230.625000 Penalty: 830.898743
	Iteration 41Q: 3 clusters Score -401230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -401231.781250 Penalty: 830.898743
	Iteration 42Q: 3 clusters Score -401231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -401233.468750 Penalty: 830.898743
	Iteration 43Q: 3 clusters Score -401233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -401234.218750 Penalty: 830.898743
	Iteration 44Q: 3 clusters Score -401234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -401234.000000 Penalty: 830.898743
	Iteration 45Q: 3 clusters Score -401234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -401234.125000 Penalty: 830.898743
	Iteration 46Q: 3 clusters Score -401234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -401234.687500 Penalty: 830.898743
	Iteration 47Q: 3 clusters Score -401234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -401235.250000 Penalty: 830.898743
	Iteration 48Q: 3 clusters Score -401235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -401234.906250 Penalty: 830.898743
	Iteration 49Q: 3 clusters Score -401234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -401235.187500 Penalty: 830.898743
	Iteration 50Q: 3 clusters Score -401235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -401235.187500 Penalty: 830.898743
	Iteration 51F: 3 clusters Score -401235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Entering Unmasked Estep 
Score: -2275701.250000 Penalty: 493.797424
	Iteration 0F: 2 clusters Score -2275701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2240995.250000 Penalty: 987.594849
	Iteration 0F: 3 clusters Score -2240995 nChanged 25022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2256073.500000 Penalty: 987.594849
	Iteration 1F: 3 clusters Score -2256074 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -2256806.500000 Penalty: 987.594849
	Iteration 2Q: 3 clusters Score -2256806 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2258038.500000 Penalty: 987.594849
	Iteration 3Q: 3 clusters Score -2258038 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -2260014.000000 Penalty: 987.594849
	Iteration 4F: 3 clusters Score -2260014 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -2262729.000000 Penalty: 987.594849
	Iteration 5F: 3 clusters Score -2262729 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -2265209.250000 Penalty: 987.594849
	Iteration 6F: 3 clusters Score -2265209 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -2266525.250000 Penalty: 987.594849
	Iteration 7Q: 3 clusters Score -2266525 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -2267033.750000 Penalty: 987.594849
	Iteration 8Q: 3 clusters Score -2267034 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -2267332.250000 Penalty: 987.594849
	Iteration 9Q: 3 clusters Score -2267332 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -2267637.000000 Penalty: 987.594849
	Iteration 10Q: 3 clusters Score -2267637 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -2267953.250000 Penalty: 987.594849
	Iteration 11Q: 3 clusters Score -2267953 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -2268333.250000 Penalty: 987.594849
	Iteration 12Q: 3 clusters Score -2268333 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -2268716.750000 Penalty: 987.594849
	Iteration 13Q: 3 clusters Score -2268717 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -2269215.000000 Penalty: 987.594849
	Iteration 14Q: 3 clusters Score -2269215 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -2269762.500000 Penalty: 987.594849
	Iteration 15Q: 3 clusters Score -2269762 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -2270375.500000 Penalty: 987.594849
	Iteration 16Q: 3 clusters Score -2270376 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -2271079.750000 Penalty: 987.594849
	Iteration 17Q: 3 clusters Score -2271080 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -2271768.250000 Penalty: 987.594849
	Iteration 18Q: 3 clusters Score -2271768 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -2272382.000000 Penalty: 987.594849
	Iteration 19Q: 3 clusters Score -2272382 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -2272946.750000 Penalty: 987.594849
	Iteration 20F: 3 clusters Score -2272947 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -2273397.250000 Penalty: 987.594849
	Iteration 21Q: 3 clusters Score -2273397 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -2273707.250000 Penalty: 987.594849
	Iteration 22Q: 3 clusters Score -2273707 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -2273951.250000 Penalty: 987.594849
	Iteration 23Q: 3 clusters Score -2273951 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -2274157.000000 Penalty: 987.594849
	Iteration 24Q: 3 clusters Score -2274157 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -2274316.500000 Penalty: 987.594849
	Iteration 25Q: 3 clusters Score -2274316 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -2274432.750000 Penalty: 987.594849
	Iteration 26Q: 3 clusters Score -2274433 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -2274542.500000 Penalty: 987.594849
	Iteration 27Q: 3 clusters Score -2274542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -2274643.500000 Penalty: 987.594849
	Iteration 28Q: 3 clusters Score -2274644 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -2274741.000000 Penalty: 987.594849
	Iteration 29Q: 3 clusters Score -2274741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -2274814.000000 Penalty: 987.594849
	Iteration 30Q: 3 clusters Score -2274814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -2274885.250000 Penalty: 987.594849
	Iteration 31Q: 3 clusters Score -2274885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -2274946.000000 Penalty: 987.594849
	Iteration 32Q: 3 clusters Score -2274946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -2274990.750000 Penalty: 987.594849
	Iteration 33Q: 3 clusters Score -2274991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -2275039.000000 Penalty: 987.594849
	Iteration 34Q: 3 clusters Score -2275039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -2275074.250000 Penalty: 987.594849
	Iteration 35Q: 3 clusters Score -2275074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -2275103.000000 Penalty: 987.594849
	Iteration 36Q: 3 clusters Score -2275103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -2275125.500000 Penalty: 987.594849
	Iteration 37Q: 3 clusters Score -2275126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -2275149.500000 Penalty: 987.594849
	Iteration 38Q: 3 clusters Score -2275150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -2275171.250000 Penalty: 987.594849
	Iteration 39Q: 3 clusters Score -2275171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -2275187.500000 Penalty: 987.594849
	Iteration 40F: 3 clusters Score -2275188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -2275198.750000 Penalty: 987.594849
	Iteration 41Q: 3 clusters Score -2275199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -2275209.000000 Penalty: 987.594849
	Iteration 42Q: 3 clusters Score -2275209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -2275221.000000 Penalty: 987.594849
	Iteration 43Q: 3 clusters Score -2275221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -2275233.250000 Penalty: 987.594849
	Iteration 44Q: 3 clusters Score -2275233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -2275241.750000 Penalty: 987.594849
	Iteration 45Q: 3 clusters Score -2275242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -2275245.500000 Penalty: 987.594849
	Iteration 46Q: 3 clusters Score -2275246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -2275253.250000 Penalty: 987.594849
	Iteration 47Q: 3 clusters Score -2275253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -2275258.250000 Penalty: 987.594849
	Iteration 48Q: 3 clusters Score -2275258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -2275265.000000 Penalty: 987.594849
	Iteration 49Q: 3 clusters Score -2275265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -2275272.000000 Penalty: 987.594849
	Iteration 50Q: 3 clusters Score -2275272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -2275279.750000 Penalty: 987.594849
	Iteration 51Q: 3 clusters Score -2275280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -2275290.250000 Penalty: 987.594849
	Iteration 52Q: 3 clusters Score -2275290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -2275295.250000 Penalty: 987.594849
	Iteration 53Q: 3 clusters Score -2275295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -2275303.250000 Penalty: 987.594849
	Iteration 54Q: 3 clusters Score -2275303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -2275305.500000 Penalty: 987.594849
	Iteration 55Q: 3 clusters Score -2275306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -2275311.500000 Penalty: 987.594849
	Iteration 56Q: 3 clusters Score -2275312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -2275314.750000 Penalty: 987.594849
	Iteration 57Q: 3 clusters Score -2275315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -2275319.750000 Penalty: 987.594849
	Iteration 58Q: 3 clusters Score -2275320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -2275320.500000 Penalty: 987.594849
	Iteration 59Q: 3 clusters Score -2275320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -2275321.500000 Penalty: 987.594849
	Iteration 60F: 3 clusters Score -2275322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -2275324.000000 Penalty: 987.594849
	Iteration 61Q: 3 clusters Score -2275324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -2275325.250000 Penalty: 987.594849
	Iteration 62Q: 3 clusters Score -2275325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -2275327.000000 Penalty: 987.594849
	Iteration 63Q: 3 clusters Score -2275327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -2275329.250000 Penalty: 987.594849
	Iteration 64Q: 3 clusters Score -2275329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -2275330.750000 Penalty: 987.594849
	Iteration 65Q: 3 clusters Score -2275331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -2275330.750000 Penalty: 987.594849
	Iteration 66Q: 3 clusters Score -2275331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -2275333.250000 Penalty: 987.594849
	Iteration 67Q: 3 clusters Score -2275333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -2275333.000000 Penalty: 987.594849
	Iteration 68Q: 3 clusters Score -2275333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -2275332.750000 Penalty: 987.594849
	Iteration 69Q: 3 clusters Score -2275333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -2275333.000000 Penalty: 987.594849
	Iteration 70Q: 3 clusters Score -2275333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -2275336.250000 Penalty: 987.594849
	Iteration 71Q: 3 clusters Score -2275336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -2275337.250000 Penalty: 987.594849
	Iteration 72Q: 3 clusters Score -2275337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -2275337.000000 Penalty: 987.594849
	Iteration 73Q: 3 clusters Score -2275337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -2275335.750000 Penalty: 987.594849
	Iteration 74Q: 3 clusters Score -2275336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -2275335.750000 Penalty: 987.594849
	Iteration 75F: 3 clusters Score -2275336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Entering Unmasked Estep 
Score: -4483165.000000 Penalty: 523.643372
	Iteration 0F: 2 clusters Score -4483165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -4415851.500000 Penalty: 1047.286743
	Iteration 0F: 3 clusters Score -4415852 nChanged 48529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -4444236.000000 Penalty: 1047.286743
	Iteration 1F: 3 clusters Score -4444236 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -4444742.500000 Penalty: 1047.286743
	Iteration 2Q: 3 clusters Score -4444742 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -4445318.500000 Penalty: 1047.286743
	Iteration 3Q: 3 clusters Score -4445318 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -4446071.000000 Penalty: 1047.286743
	Iteration 4Q: 3 clusters Score -4446071 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -4446960.500000 Penalty: 1047.286743
	Iteration 5Q: 3 clusters Score -4446960 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -4447959.000000 Penalty: 1047.286743
	Iteration 6Q: 3 clusters Score -4447959 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4449341.000000 Penalty: 1047.286743
	Iteration 7Q: 3 clusters Score -4449341 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4451222.000000 Penalty: 1047.286743
	Iteration 8Q: 3 clusters Score -4451222 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4454087.000000 Penalty: 1047.286743
	Iteration 9F: 3 clusters Score -4454087 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4458686.500000 Penalty: 1047.286743
	Iteration 10F: 3 clusters Score -4458686 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4465240.000000 Penalty: 1047.286743
	Iteration 11F: 3 clusters Score -4465240 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4472454.500000 Penalty: 1047.286743
	Iteration 12F: 3 clusters Score -4472454 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4477900.500000 Penalty: 1047.286743
	Iteration 13F: 3 clusters Score -4477900 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4480770.500000 Penalty: 1047.286743
	Iteration 14Q: 3 clusters Score -4480770 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4481991.000000 Penalty: 1047.286743
	Iteration 15Q: 3 clusters Score -4481991 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4482450.500000 Penalty: 1047.286743
	Iteration 16Q: 3 clusters Score -4482450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4482588.500000 Penalty: 1047.286743
	Iteration 17Q: 3 clusters Score -4482588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4482658.500000 Penalty: 1047.286743
	Iteration 18Q: 3 clusters Score -4482658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4482682.500000 Penalty: 1047.286743
	Iteration 19Q: 3 clusters Score -4482682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4482690.500000 Penalty: 1047.286743
	Iteration 20F: 3 clusters Score -4482690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4482695.000000 Penalty: 1047.286743
	Iteration 21Q: 3 clusters Score -4482695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4482700.500000 Penalty: 1047.286743
	Iteration 22Q: 3 clusters Score -4482700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4482714.500000 Penalty: 1047.286743
	Iteration 23Q: 3 clusters Score -4482714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4482720.000000 Penalty: 1047.286743
	Iteration 24Q: 3 clusters Score -4482720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4482720.000000 Penalty: 1047.286743
	Iteration 25Q: 3 clusters Score -4482720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4482720.000000 Penalty: 1047.286743
	Iteration 26F: 3 clusters Score -4482720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -35112.851562 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -35112.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34376.984375 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -34376.98 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34578.179688 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -34578.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34622.253906 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -34622.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34648.582031 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -34648.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34665.394531 Penalty: 614.986572
	Iteration 4Q: 3 clusters Score -34665.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34682.917969 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -34682.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34696.917969 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -34696.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34706.968750 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -34706.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34714.460938 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -34714.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34719.710938 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -34719.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34724.332031 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -34724.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34726.847656 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -34726.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34727.636719 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -34727.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34729.738281 Penalty: 614.986572
	Iteration 13Q: 3 clusters Score -34729.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34731.066406 Penalty: 614.986572
	Iteration 14Q: 3 clusters Score -34731.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34731.269531 Penalty: 614.986572
	Iteration 15Q: 3 clusters Score -34731.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34731.367188 Penalty: 614.986572
	Iteration 16Q: 3 clusters Score -34731.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34731.367188 Penalty: 614.986572
	Iteration 17F: 3 clusters Score -34731.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (140696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140696 members 
Entering Unmasked Estep 
Score: -6265458.000000 Penalty: 539.373230
	Iteration 0F: 2 clusters Score -6265458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -6169879.500000 Penalty: 1078.746460
	Iteration 0F: 3 clusters Score -6169880 nChanged 69132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -6215869.000000 Penalty: 1078.746460
	Iteration 1F: 3 clusters Score -6215869 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -6223644.500000 Penalty: 1078.746460
	Iteration 2F: 3 clusters Score -6223644 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -6236728.500000 Penalty: 1078.746460
	Iteration 3F: 3 clusters Score -6236728 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -6252072.500000 Penalty: 1078.746460
	Iteration 4F: 3 clusters Score -6252072 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -6261719.000000 Penalty: 1078.746460
	Iteration 5F: 3 clusters Score -6261719 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -6264470.500000 Penalty: 1078.746460
	Iteration 6Q: 3 clusters Score -6264470 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 140637 members 
Entering Unmasked Estep 
Score: -6264888.000000 Penalty: 1078.746460
	Iteration 7Q: 3 clusters Score -6264888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 140672 members 
Entering Unmasked Estep 
Score: -6264954.000000 Penalty: 1078.746460
	Iteration 8Q: 3 clusters Score -6264954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -6264968.500000 Penalty: 1078.746460
	Iteration 9Q: 3 clusters Score -6264968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -6264968.500000 Penalty: 1078.746460
	Iteration 10F: 3 clusters Score -6264968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Entering Unmasked Estep 
Score: -1205717.625000 Penalty: 464.851105
	Iteration 0F: 2 clusters Score -1205718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1187367.875000 Penalty: 929.702209
	Iteration 0F: 3 clusters Score -1187368 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1195153.625000 Penalty: 929.702209
	Iteration 1F: 3 clusters Score -1195154 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1195500.375000 Penalty: 929.702209
	Iteration 2Q: 3 clusters Score -1195500 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1195886.625000 Penalty: 929.702209
	Iteration 3Q: 3 clusters Score -1195887 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1196378.875000 Penalty: 929.702209
	Iteration 4Q: 3 clusters Score -1196379 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1197068.250000 Penalty: 929.702209
	Iteration 5Q: 3 clusters Score -1197068 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1197969.125000 Penalty: 929.702209
	Iteration 6F: 3 clusters Score -1197969 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1199049.000000 Penalty: 929.702209
	Iteration 7F: 3 clusters Score -1199049 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1199862.750000 Penalty: 929.702209
	Iteration 8F: 3 clusters Score -1199863 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1200197.750000 Penalty: 929.702209
	Iteration 9Q: 3 clusters Score -1200198 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1200286.875000 Penalty: 929.702209
	Iteration 10Q: 3 clusters Score -1200287 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1200328.375000 Penalty: 929.702209
	Iteration 11Q: 3 clusters Score -1200328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1200343.500000 Penalty: 929.702209
	Iteration 12Q: 3 clusters Score -1200344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1200361.125000 Penalty: 929.702209
	Iteration 13Q: 3 clusters Score -1200361 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1200376.000000 Penalty: 929.702209
	Iteration 14Q: 3 clusters Score -1200376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1200392.875000 Penalty: 929.702209
	Iteration 15Q: 3 clusters Score -1200393 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1200410.000000 Penalty: 929.702209
	Iteration 16Q: 3 clusters Score -1200410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1200421.750000 Penalty: 929.702209
	Iteration 17Q: 3 clusters Score -1200422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1200455.625000 Penalty: 929.702209
	Iteration 18Q: 3 clusters Score -1200456 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1200482.750000 Penalty: 929.702209
	Iteration 19Q: 3 clusters Score -1200483 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1200511.875000 Penalty: 929.702209
	Iteration 20F: 3 clusters Score -1200512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1200540.375000 Penalty: 929.702209
	Iteration 21Q: 3 clusters Score -1200540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1200580.000000 Penalty: 929.702209
	Iteration 22Q: 3 clusters Score -1200580 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1200611.875000 Penalty: 929.702209
	Iteration 23Q: 3 clusters Score -1200612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1200663.750000 Penalty: 929.702209
	Iteration 24Q: 3 clusters Score -1200664 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1200697.500000 Penalty: 929.702209
	Iteration 25Q: 3 clusters Score -1200698 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1200742.500000 Penalty: 929.702209
	Iteration 26Q: 3 clusters Score -1200742 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1200797.375000 Penalty: 929.702209
	Iteration 27Q: 3 clusters Score -1200797 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1200845.875000 Penalty: 929.702209
	Iteration 28Q: 3 clusters Score -1200846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1200905.750000 Penalty: 929.702209
	Iteration 29Q: 3 clusters Score -1200906 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1200972.625000 Penalty: 929.702209
	Iteration 30Q: 3 clusters Score -1200973 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1201041.375000 Penalty: 929.702209
	Iteration 31Q: 3 clusters Score -1201041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1201140.125000 Penalty: 929.702209
	Iteration 32Q: 3 clusters Score -1201140 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1201261.000000 Penalty: 929.702209
	Iteration 33Q: 3 clusters Score -1201261 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -1201413.000000 Penalty: 929.702209
	Iteration 34Q: 3 clusters Score -1201413 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1201593.125000 Penalty: 929.702209
	Iteration 35Q: 3 clusters Score -1201593 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1201800.875000 Penalty: 929.702209
	Iteration 36Q: 3 clusters Score -1201801 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1202062.500000 Penalty: 929.702209
	Iteration 37Q: 3 clusters Score -1202062 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -1202325.375000 Penalty: 929.702209
	Iteration 38Q: 3 clusters Score -1202325 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1202596.500000 Penalty: 929.702209
	Iteration 39Q: 3 clusters Score -1202596 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1202897.875000 Penalty: 929.702209
	Iteration 40F: 3 clusters Score -1202898 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1203207.625000 Penalty: 929.702209
	Iteration 41Q: 3 clusters Score -1203208 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -1203542.875000 Penalty: 929.702209
	Iteration 42Q: 3 clusters Score -1203543 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -1203870.500000 Penalty: 929.702209
	Iteration 43Q: 3 clusters Score -1203870 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -1204202.250000 Penalty: 929.702209
	Iteration 44Q: 3 clusters Score -1204202 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -1204513.000000 Penalty: 929.702209
	Iteration 45Q: 3 clusters Score -1204513 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -1204801.875000 Penalty: 929.702209
	Iteration 46Q: 3 clusters Score -1204802 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -1205015.875000 Penalty: 929.702209
	Iteration 47Q: 3 clusters Score -1205016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1205148.750000 Penalty: 929.702209
	Iteration 48Q: 3 clusters Score -1205149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1205210.750000 Penalty: 929.702209
	Iteration 49Q: 3 clusters Score -1205211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -1205249.750000 Penalty: 929.702209
	Iteration 50Q: 3 clusters Score -1205250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -1205266.875000 Penalty: 929.702209
	Iteration 51Q: 3 clusters Score -1205267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -1205284.125000 Penalty: 929.702209
	Iteration 52Q: 3 clusters Score -1205284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1205292.500000 Penalty: 929.702209
	Iteration 53Q: 3 clusters Score -1205292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -1205300.750000 Penalty: 929.702209
	Iteration 54Q: 3 clusters Score -1205301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -1205307.750000 Penalty: 929.702209
	Iteration 55Q: 3 clusters Score -1205308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -1205316.875000 Penalty: 929.702209
	Iteration 56Q: 3 clusters Score -1205317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1205317.125000 Penalty: 929.702209
	Iteration 57Q: 3 clusters Score -1205317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -1205319.500000 Penalty: 929.702209
	Iteration 58Q: 3 clusters Score -1205320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -1205319.875000 Penalty: 929.702209
	Iteration 59Q: 3 clusters Score -1205320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -1205321.375000 Penalty: 929.702209
	Iteration 60F: 3 clusters Score -1205321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -81883.851562 Penalty: 344.548889
	Iteration 0F: 2 clusters Score -81883.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -80487.281250 Penalty: 689.097778
	Iteration 0F: 3 clusters Score -80487.28 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -80871.453125 Penalty: 689.097778
	Iteration 1F: 3 clusters Score -80871.45 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -80939.750000 Penalty: 689.097778
	Iteration 2F: 3 clusters Score -80939.75 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -81043.500000 Penalty: 689.097778
	Iteration 3F: 3 clusters Score -81043.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81188.406250 Penalty: 689.097778
	Iteration 4F: 3 clusters Score -81188.41 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -81364.515625 Penalty: 689.097778
	Iteration 5F: 3 clusters Score -81364.52 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81493.625000 Penalty: 689.097778
	Iteration 6F: 3 clusters Score -81493.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -81583.851562 Penalty: 689.097778
	Iteration 7F: 3 clusters Score -81583.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81653.875000 Penalty: 689.097778
	Iteration 8Q: 3 clusters Score -81653.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81696.187500 Penalty: 689.097778
	Iteration 9Q: 3 clusters Score -81696.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81735.609375 Penalty: 689.097778
	Iteration 10Q: 3 clusters Score -81735.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81757.664062 Penalty: 689.097778
	Iteration 11Q: 3 clusters Score -81757.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81768.750000 Penalty: 689.097778
	Iteration 12Q: 3 clusters Score -81768.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81786.093750 Penalty: 689.097778
	Iteration 13Q: 3 clusters Score -81786.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81790.789062 Penalty: 689.097778
	Iteration 14Q: 3 clusters Score -81790.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81792.898438 Penalty: 689.097778
	Iteration 15Q: 3 clusters Score -81792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81793.523438 Penalty: 689.097778
	Iteration 16Q: 3 clusters Score -81793.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81793.601562 Penalty: 689.097778
	Iteration 17Q: 3 clusters Score -81793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81793.601562 Penalty: 689.097778
	Iteration 18F: 3 clusters Score -81793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -90170.218750 Penalty: 344.665771
	Iteration 0F: 2 clusters Score -90170.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88704.695312 Penalty: 689.331543
	Iteration 0F: 3 clusters Score -88704.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89240.132812 Penalty: 689.331543
	Iteration 1F: 3 clusters Score -89240.13 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89284.289062 Penalty: 689.331543
	Iteration 2F: 3 clusters Score -89284.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -89301.820312 Penalty: 689.331543
	Iteration 3Q: 3 clusters Score -89301.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -89312.531250 Penalty: 689.331543
	Iteration 4Q: 3 clusters Score -89312.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89323.875000 Penalty: 689.331543
	Iteration 5Q: 3 clusters Score -89323.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -89335.718750 Penalty: 689.331543
	Iteration 6Q: 3 clusters Score -89335.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -89353.898438 Penalty: 689.331543
	Iteration 7Q: 3 clusters Score -89353.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -89369.523438 Penalty: 689.331543
	Iteration 8Q: 3 clusters Score -89369.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -89379.195312 Penalty: 689.331543
	Iteration 9Q: 3 clusters Score -89379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -89386.492188 Penalty: 689.331543
	Iteration 10Q: 3 clusters Score -89386.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -89396.726562 Penalty: 689.331543
	Iteration 11Q: 3 clusters Score -89396.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -89406.218750 Penalty: 689.331543
	Iteration 12Q: 3 clusters Score -89406.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -89417.531250 Penalty: 689.331543
	Iteration 13Q: 3 clusters Score -89417.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -89429.531250 Penalty: 689.331543
	Iteration 14Q: 3 clusters Score -89429.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -89448.117188 Penalty: 689.331543
	Iteration 15Q: 3 clusters Score -89448.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -89467.523438 Penalty: 689.331543
	Iteration 16Q: 3 clusters Score -89467.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -89488.429688 Penalty: 689.331543
	Iteration 17Q: 3 clusters Score -89488.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -89525.921875 Penalty: 689.331543
	Iteration 18Q: 3 clusters Score -89525.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -89565.375000 Penalty: 689.331543
	Iteration 19Q: 3 clusters Score -89565.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -89609.960938 Penalty: 689.331543
	Iteration 20F: 3 clusters Score -89609.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -89661.921875 Penalty: 689.331543
	Iteration 21Q: 3 clusters Score -89661.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -89716.382812 Penalty: 689.331543
	Iteration 22Q: 3 clusters Score -89716.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -89743.046875 Penalty: 689.331543
	Iteration 23Q: 3 clusters Score -89743.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -89771.390625 Penalty: 689.331543
	Iteration 24Q: 3 clusters Score -89771.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -89794.343750 Penalty: 689.331543
	Iteration 25Q: 3 clusters Score -89794.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -89804.820312 Penalty: 689.331543
	Iteration 26Q: 3 clusters Score -89804.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -89817.132812 Penalty: 689.331543
	Iteration 27Q: 3 clusters Score -89817.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -89823.804688 Penalty: 689.331543
	Iteration 28Q: 3 clusters Score -89823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -89828.218750 Penalty: 689.331543
	Iteration 29Q: 3 clusters Score -89828.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -89829.796875 Penalty: 689.331543
	Iteration 30Q: 3 clusters Score -89829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -89831.570312 Penalty: 689.331543
	Iteration 31Q: 3 clusters Score -89831.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -89833.085938 Penalty: 689.331543
	Iteration 32Q: 3 clusters Score -89833.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -89834.453125 Penalty: 689.331543
	Iteration 33Q: 3 clusters Score -89834.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -89835.703125 Penalty: 689.331543
	Iteration 34Q: 3 clusters Score -89835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -89838.945312 Penalty: 689.331543
	Iteration 35Q: 3 clusters Score -89838.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -89841.257812 Penalty: 689.331543
	Iteration 36Q: 3 clusters Score -89841.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89842.601562 Penalty: 689.331543
	Iteration 37Q: 3 clusters Score -89842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -89843.070312 Penalty: 689.331543
	Iteration 38Q: 3 clusters Score -89843.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -89843.671875 Penalty: 689.331543
	Iteration 39Q: 3 clusters Score -89843.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -89844.875000 Penalty: 689.331543
	Iteration 40F: 3 clusters Score -89844.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -89845.429688 Penalty: 689.331543
	Iteration 41Q: 3 clusters Score -89845.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -89846.296875 Penalty: 689.331543
	Iteration 42Q: 3 clusters Score -89846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -89847.421875 Penalty: 689.331543
	Iteration 43Q: 3 clusters Score -89847.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -89847.804688 Penalty: 689.331543
	Iteration 44Q: 3 clusters Score -89847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -89847.914062 Penalty: 689.331543
	Iteration 45Q: 3 clusters Score -89847.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -89847.953125 Penalty: 689.331543
	Iteration 46Q: 3 clusters Score -89847.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -89847.953125 Penalty: 689.331543
	Iteration 47F: 3 clusters Score -89847.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Entering Unmasked Estep 
Score: -1621565.750000 Penalty: 482.009033
	Iteration 0F: 2 clusters Score -1621566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1594951.625000 Penalty: 964.018066
	Iteration 0F: 3 clusters Score -1594952 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1606970.125000 Penalty: 964.018066
	Iteration 1F: 3 clusters Score -1606970 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1607845.125000 Penalty: 964.018066
	Iteration 2Q: 3 clusters Score -1607845 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1609088.375000 Penalty: 964.018066
	Iteration 3F: 3 clusters Score -1609088 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1610810.500000 Penalty: 964.018066
	Iteration 4F: 3 clusters Score -1610810 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1612918.875000 Penalty: 964.018066
	Iteration 5F: 3 clusters Score -1612919 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1614565.250000 Penalty: 964.018066
	Iteration 6F: 3 clusters Score -1614565 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1615345.375000 Penalty: 964.018066
	Iteration 7Q: 3 clusters Score -1615345 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1615744.250000 Penalty: 964.018066
	Iteration 8Q: 3 clusters Score -1615744 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1616036.875000 Penalty: 964.018066
	Iteration 9Q: 3 clusters Score -1616037 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1616304.000000 Penalty: 964.018066
	Iteration 10Q: 3 clusters Score -1616304 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1616605.125000 Penalty: 964.018066
	Iteration 11Q: 3 clusters Score -1616605 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1616946.250000 Penalty: 964.018066
	Iteration 12Q: 3 clusters Score -1616946 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1617289.125000 Penalty: 964.018066
	Iteration 13Q: 3 clusters Score -1617289 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1617648.625000 Penalty: 964.018066
	Iteration 14Q: 3 clusters Score -1617649 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1617985.625000 Penalty: 964.018066
	Iteration 15Q: 3 clusters Score -1617986 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1618305.375000 Penalty: 964.018066
	Iteration 16Q: 3 clusters Score -1618305 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1618622.125000 Penalty: 964.018066
	Iteration 17Q: 3 clusters Score -1618622 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1618879.000000 Penalty: 964.018066
	Iteration 18Q: 3 clusters Score -1618879 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1619160.125000 Penalty: 964.018066
	Iteration 19Q: 3 clusters Score -1619160 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1619388.875000 Penalty: 964.018066
	Iteration 20F: 3 clusters Score -1619389 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1619566.750000 Penalty: 964.018066
	Iteration 21Q: 3 clusters Score -1619567 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1619708.250000 Penalty: 964.018066
	Iteration 22Q: 3 clusters Score -1619708 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1619846.000000 Penalty: 964.018066
	Iteration 23Q: 3 clusters Score -1619846 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1619961.250000 Penalty: 964.018066
	Iteration 24Q: 3 clusters Score -1619961 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1620090.500000 Penalty: 964.018066
	Iteration 25Q: 3 clusters Score -1620090 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1620235.500000 Penalty: 964.018066
	Iteration 26Q: 3 clusters Score -1620236 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1620350.875000 Penalty: 964.018066
	Iteration 27Q: 3 clusters Score -1620351 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1620460.125000 Penalty: 964.018066
	Iteration 28Q: 3 clusters Score -1620460 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1620549.250000 Penalty: 964.018066
	Iteration 29Q: 3 clusters Score -1620549 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1620650.500000 Penalty: 964.018066
	Iteration 30Q: 3 clusters Score -1620650 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1620733.250000 Penalty: 964.018066
	Iteration 31Q: 3 clusters Score -1620733 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1620807.625000 Penalty: 964.018066
	Iteration 32Q: 3 clusters Score -1620808 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1620883.375000 Penalty: 964.018066
	Iteration 33Q: 3 clusters Score -1620883 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1620952.875000 Penalty: 964.018066
	Iteration 34Q: 3 clusters Score -1620953 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1621006.625000 Penalty: 964.018066
	Iteration 35Q: 3 clusters Score -1621007 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1621058.250000 Penalty: 964.018066
	Iteration 36Q: 3 clusters Score -1621058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1621101.250000 Penalty: 964.018066
	Iteration 37Q: 3 clusters Score -1621101 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1621140.875000 Penalty: 964.018066
	Iteration 38Q: 3 clusters Score -1621141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1621182.625000 Penalty: 964.018066
	Iteration 39Q: 3 clusters Score -1621183 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1621223.625000 Penalty: 964.018066
	Iteration 40F: 3 clusters Score -1621224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1621265.250000 Penalty: 964.018066
	Iteration 41Q: 3 clusters Score -1621265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1621292.875000 Penalty: 964.018066
	Iteration 42Q: 3 clusters Score -1621293 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1621327.625000 Penalty: 964.018066
	Iteration 43Q: 3 clusters Score -1621328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1621351.625000 Penalty: 964.018066
	Iteration 44Q: 3 clusters Score -1621352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1621377.875000 Penalty: 964.018066
	Iteration 45Q: 3 clusters Score -1621378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1621407.625000 Penalty: 964.018066
	Iteration 46Q: 3 clusters Score -1621408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1621418.750000 Penalty: 964.018066
	Iteration 47Q: 3 clusters Score -1621419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1621426.750000 Penalty: 964.018066
	Iteration 48Q: 3 clusters Score -1621427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1621432.000000 Penalty: 964.018066
	Iteration 49Q: 3 clusters Score -1621432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1621434.000000 Penalty: 964.018066
	Iteration 50Q: 3 clusters Score -1621434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1621438.375000 Penalty: 964.018066
	Iteration 51Q: 3 clusters Score -1621438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1621444.500000 Penalty: 964.018066
	Iteration 52Q: 3 clusters Score -1621444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1621446.250000 Penalty: 964.018066
	Iteration 53Q: 3 clusters Score -1621446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1621447.625000 Penalty: 964.018066
	Iteration 54Q: 3 clusters Score -1621448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1621451.625000 Penalty: 964.018066
	Iteration 55Q: 3 clusters Score -1621452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1621449.375000 Penalty: 964.018066
	Iteration 56Q: 3 clusters Score -1621449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1621448.875000 Penalty: 964.018066
	Iteration 57Q: 3 clusters Score -1621449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1621452.625000 Penalty: 964.018066
	Iteration 58Q: 3 clusters Score -1621453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1621447.375000 Penalty: 964.018066
	Iteration 59Q: 3 clusters Score -1621447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1621449.000000 Penalty: 964.018066
	Iteration 60F: 3 clusters Score -1621449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1621451.375000 Penalty: 964.018066
	Iteration 61Q: 3 clusters Score -1621451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1621451.000000 Penalty: 964.018066
	Iteration 62Q: 3 clusters Score -1621451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1621449.250000 Penalty: 964.018066
	Iteration 63Q: 3 clusters Score -1621449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1621450.750000 Penalty: 964.018066
	Iteration 64Q: 3 clusters Score -1621451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1621450.750000 Penalty: 964.018066
	Iteration 65Q: 3 clusters Score -1621451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1621448.000000 Penalty: 964.018066
	Iteration 66Q: 3 clusters Score -1621448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1621450.000000 Penalty: 964.018066
	Iteration 67Q: 3 clusters Score -1621450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1621449.875000 Penalty: 964.018066
	Iteration 68Q: 3 clusters Score -1621450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1621450.625000 Penalty: 964.018066
	Iteration 69Q: 3 clusters Score -1621451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1621451.250000 Penalty: 964.018066
	Iteration 70Q: 3 clusters Score -1621451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1621454.375000 Penalty: 964.018066
	Iteration 71Q: 3 clusters Score -1621454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1621453.625000 Penalty: 964.018066
	Iteration 72Q: 3 clusters Score -1621454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1621451.500000 Penalty: 964.018066
	Iteration 73Q: 3 clusters Score -1621452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1621451.500000 Penalty: 964.018066
	Iteration 74Q: 3 clusters Score -1621452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1621452.125000 Penalty: 964.018066
	Iteration 75Q: 3 clusters Score -1621452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1621451.875000 Penalty: 964.018066
	Iteration 76Q: 3 clusters Score -1621452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1621449.750000 Penalty: 964.018066
	Iteration 77Q: 3 clusters Score -1621450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1621452.375000 Penalty: 964.018066
	Iteration 78Q: 3 clusters Score -1621452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1621454.875000 Penalty: 964.018066
	Iteration 79Q: 3 clusters Score -1621455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1621455.375000 Penalty: 964.018066
	Iteration 80F: 3 clusters Score -1621455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1621458.125000 Penalty: 964.018066
	Iteration 81Q: 3 clusters Score -1621458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1621460.875000 Penalty: 964.018066
	Iteration 82Q: 3 clusters Score -1621461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1621461.125000 Penalty: 964.018066
	Iteration 83Q: 3 clusters Score -1621461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1621463.250000 Penalty: 964.018066
	Iteration 84Q: 3 clusters Score -1621463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1621463.250000 Penalty: 964.018066
	Iteration 85Q: 3 clusters Score -1621463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1621464.875000 Penalty: 964.018066
	Iteration 86Q: 3 clusters Score -1621465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1621465.750000 Penalty: 964.018066
	Iteration 87Q: 3 clusters Score -1621466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1621467.625000 Penalty: 964.018066
	Iteration 88Q: 3 clusters Score -1621468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1621466.875000 Penalty: 964.018066
	Iteration 89Q: 3 clusters Score -1621467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1621468.250000 Penalty: 964.018066
	Iteration 90Q: 3 clusters Score -1621468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1621466.500000 Penalty: 964.018066
	Iteration 91Q: 3 clusters Score -1621466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1621469.375000 Penalty: 964.018066
	Iteration 92Q: 3 clusters Score -1621469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1621471.250000 Penalty: 964.018066
	Iteration 93Q: 3 clusters Score -1621471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1621472.125000 Penalty: 964.018066
	Iteration 94Q: 3 clusters Score -1621472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1621473.875000 Penalty: 964.018066
	Iteration 95Q: 3 clusters Score -1621474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1621473.375000 Penalty: 964.018066
	Iteration 96Q: 3 clusters Score -1621473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1621475.625000 Penalty: 964.018066
	Iteration 97Q: 3 clusters Score -1621476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1621475.250000 Penalty: 964.018066
	Iteration 98Q: 3 clusters Score -1621475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1621475.250000 Penalty: 964.018066
	Iteration 99F: 3 clusters Score -1621475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65645 members 
Mstep: Class 4 contains 31530 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 159593 members 
Mstep: Class 7 contains 22373 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97917 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 20151 members 
Mstep: Class 12 contains 309906 members 
Mstep: Class 13 contains 9235 members 
Mstep: Class 14 contains 51673 members 
Mstep: Class 15 contains 99573 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140696 members 
Mstep: Class 18 contains 27351 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 39879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947000.000000 Penalty: 13305.507812
Iteration 359Q: 22 clusters Score -4.6947e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65654 members 
Mstep: Class 4 contains 31474 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 159715 members 
Mstep: Class 7 contains 22362 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 97941 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 20158 members 
Mstep: Class 12 contains 310014 members 
Mstep: Class 13 contains 9242 members 
Mstep: Class 14 contains 51597 members 
Mstep: Class 15 contains 99473 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140629 members 
Mstep: Class 18 contains 27381 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 39883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947048.000000 Penalty: 13305.507812
Iteration 360F: 22 clusters Score -4.694705e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65674 members 
Mstep: Class 4 contains 31423 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 159850 members 
Mstep: Class 7 contains 22346 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 97934 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 20165 members 
Mstep: Class 12 contains 310107 members 
Mstep: Class 13 contains 9247 members 
Mstep: Class 14 contains 51535 members 
Mstep: Class 15 contains 99398 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140555 members 
Mstep: Class 18 contains 27407 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 39877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947164.000000 Penalty: 13305.507812
Iteration 361Q: 22 clusters Score -4.694716e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65688 members 
Mstep: Class 4 contains 31392 members 
Mstep: Class 5 contains 20351 members 
Mstep: Class 6 contains 159992 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 97939 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 11 contains 20173 members 
Mstep: Class 12 contains 310222 members 
Mstep: Class 13 contains 9254 members 
Mstep: Class 14 contains 51487 members 
Mstep: Class 15 contains 99277 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140467 members 
Mstep: Class 18 contains 27427 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 39877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947132.000000 Penalty: 13305.507812
Iteration 362Q: 22 clusters Score -4.694713e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65706 members 
Mstep: Class 4 contains 31389 members 
Mstep: Class 5 contains 20351 members 
Mstep: Class 6 contains 160082 members 
Mstep: Class 7 contains 22301 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 97931 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 20178 members 
Mstep: Class 12 contains 310373 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 51440 members 
Mstep: Class 15 contains 99137 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140392 members 
Mstep: Class 18 contains 27449 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 39882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947124.000000 Penalty: 13305.507812
Iteration 363Q: 22 clusters Score -4.694712e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65732 members 
Mstep: Class 4 contains 31392 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 160208 members 
Mstep: Class 7 contains 22279 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 97908 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20190 members 
Mstep: Class 12 contains 310504 members 
Mstep: Class 13 contains 9275 members 
Mstep: Class 14 contains 51390 members 
Mstep: Class 15 contains 99007 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140301 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 39885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946840.000000 Penalty: 13305.507812
Iteration 364Q: 22 clusters Score -4.694684e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65757 members 
Mstep: Class 4 contains 31334 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 160380 members 
Mstep: Class 7 contains 22255 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 97870 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 20199 members 
Mstep: Class 12 contains 310636 members 
Mstep: Class 13 contains 9289 members 
Mstep: Class 14 contains 51348 members 
Mstep: Class 15 contains 98903 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140203 members 
Mstep: Class 18 contains 27490 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 21 contains 39886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946844.000000 Penalty: 13305.507812
Iteration 365Q: 22 clusters Score -4.694684e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65775 members 
Mstep: Class 4 contains 31308 members 
Mstep: Class 5 contains 20343 members 
Mstep: Class 6 contains 160521 members 
Mstep: Class 7 contains 22235 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 97816 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 310794 members 
Mstep: Class 13 contains 9296 members 
Mstep: Class 14 contains 51310 members 
Mstep: Class 15 contains 98792 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140103 members 
Mstep: Class 18 contains 27507 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 39892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946736.000000 Penalty: 13305.507812
Iteration 366Q: 22 clusters Score -4.694674e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65787 members 
Mstep: Class 4 contains 31333 members 
Mstep: Class 5 contains 20344 members 
Mstep: Class 6 contains 160629 members 
Mstep: Class 7 contains 22222 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97773 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20211 members 
Mstep: Class 12 contains 310929 members 
Mstep: Class 13 contains 9304 members 
Mstep: Class 14 contains 51265 members 
Mstep: Class 15 contains 98660 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 140025 members 
Mstep: Class 18 contains 27519 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 39903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946612.000000 Penalty: 13305.507812
Iteration 367Q: 22 clusters Score -4.694661e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65805 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 20344 members 
Mstep: Class 6 contains 160802 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97740 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20214 members 
Mstep: Class 12 contains 311055 members 
Mstep: Class 13 contains 9307 members 
Mstep: Class 14 contains 51214 members 
Mstep: Class 15 contains 98547 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139933 members 
Mstep: Class 18 contains 27528 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 39910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946524.000000 Penalty: 13305.507812
Iteration 368Q: 22 clusters Score -4.694652e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65828 members 
Mstep: Class 4 contains 31251 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 161040 members 
Mstep: Class 7 contains 22185 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97705 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 20212 members 
Mstep: Class 12 contains 311148 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 51166 members 
Mstep: Class 15 contains 98441 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139833 members 
Mstep: Class 18 contains 27541 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 39912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946376.000000 Penalty: 13305.507812
Iteration 369Q: 22 clusters Score -4.694638e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65844 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 161278 members 
Mstep: Class 7 contains 22171 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97678 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 20217 members 
Mstep: Class 12 contains 311191 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 51108 members 
Mstep: Class 15 contains 98244 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139755 members 
Mstep: Class 18 contains 27550 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 21 contains 39912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946404.000000 Penalty: 13305.507812
Iteration 370Q: 22 clusters Score -4.69464e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65874 members 
Mstep: Class 4 contains 31390 members 
Mstep: Class 5 contains 20346 members 
Mstep: Class 6 contains 161475 members 
Mstep: Class 7 contains 22150 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97656 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 20212 members 
Mstep: Class 12 contains 311272 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 51066 members 
Mstep: Class 15 contains 98029 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139665 members 
Mstep: Class 18 contains 27558 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 39922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946268.000000 Penalty: 13305.507812
Iteration 371Q: 22 clusters Score -4.694627e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65906 members 
Mstep: Class 4 contains 31363 members 
Mstep: Class 5 contains 20344 members 
Mstep: Class 6 contains 161731 members 
Mstep: Class 7 contains 22133 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97594 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 20209 members 
Mstep: Class 12 contains 311371 members 
Mstep: Class 13 contains 9325 members 
Mstep: Class 14 contains 51030 members 
Mstep: Class 15 contains 97880 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139580 members 
Mstep: Class 18 contains 27568 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 39921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946328.000000 Penalty: 13305.507812
Iteration 372Q: 22 clusters Score -4.694633e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65941 members 
Mstep: Class 4 contains 31380 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 161987 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 97547 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20207 members 
Mstep: Class 12 contains 311463 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 51006 members 
Mstep: Class 15 contains 97668 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 139485 members 
Mstep: Class 18 contains 27579 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946364.000000 Penalty: 13305.507812
Iteration 373Q: 22 clusters Score -4.694636e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65971 members 
Mstep: Class 4 contains 31372 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 162264 members 
Mstep: Class 7 contains 22087 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 97452 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 311539 members 
Mstep: Class 13 contains 9333 members 
Mstep: Class 14 contains 51007 members 
Mstep: Class 15 contains 97497 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 139388 members 
Mstep: Class 18 contains 27588 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 39936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946128.000000 Penalty: 13305.507812
Iteration 374Q: 22 clusters Score -4.694613e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65995 members 
Mstep: Class 4 contains 31278 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 162587 members 
Mstep: Class 7 contains 22073 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 97388 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 311618 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 50994 members 
Mstep: Class 15 contains 97340 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 139295 members 
Mstep: Class 18 contains 27603 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 21 contains 39941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946112.000000 Penalty: 13305.507812
Iteration 375Q: 22 clusters Score -4.694611e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66012 members 
Mstep: Class 4 contains 31304 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 162832 members 
Mstep: Class 7 contains 22053 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 97350 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 311726 members 
Mstep: Class 13 contains 9340 members 
Mstep: Class 14 contains 50975 members 
Mstep: Class 15 contains 97101 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 139215 members 
Mstep: Class 18 contains 27611 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 39940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946088.000000 Penalty: 13305.507812
Iteration 376Q: 22 clusters Score -4.694609e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66040 members 
Mstep: Class 4 contains 31209 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 163095 members 
Mstep: Class 7 contains 22029 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 97297 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 20209 members 
Mstep: Class 12 contains 311863 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 50961 members 
Mstep: Class 15 contains 96947 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 139106 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 39944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945972.000000 Penalty: 13305.507812
Iteration 377Q: 22 clusters Score -4.694597e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66069 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 163387 members 
Mstep: Class 7 contains 22012 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 97271 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20208 members 
Mstep: Class 12 contains 312030 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 50928 members 
Mstep: Class 15 contains 96828 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138998 members 
Mstep: Class 18 contains 27626 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 21 contains 39939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945940.000000 Penalty: 13305.507812
Iteration 378Q: 22 clusters Score -4.694594e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66112 members 
Mstep: Class 4 contains 30978 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 163587 members 
Mstep: Class 7 contains 21999 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 97268 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20212 members 
Mstep: Class 12 contains 312245 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 50877 members 
Mstep: Class 15 contains 96627 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138868 members 
Mstep: Class 18 contains 27629 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 39938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945828.000000 Penalty: 13305.507812
Iteration 379Q: 22 clusters Score -4.694583e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66147 members 
Mstep: Class 4 contains 30996 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 163741 members 
Mstep: Class 7 contains 21980 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 97242 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 20217 members 
Mstep: Class 12 contains 312452 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 50843 members 
Mstep: Class 15 contains 96428 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138724 members 
Mstep: Class 18 contains 27633 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 39932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945720.000000 Penalty: 13305.507812
Iteration 380F: 22 clusters Score -4.694572e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66176 members 
Mstep: Class 4 contains 30896 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 163977 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 97177 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 20222 members 
Mstep: Class 12 contains 312642 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 50821 members 
Mstep: Class 15 contains 96311 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138576 members 
Mstep: Class 18 contains 27641 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945716.000000 Penalty: 13305.507812
Iteration 381Q: 22 clusters Score -4.694572e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66193 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 164202 members 
Mstep: Class 7 contains 21952 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 97082 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20227 members 
Mstep: Class 12 contains 312860 members 
Mstep: Class 13 contains 9375 members 
Mstep: Class 14 contains 50806 members 
Mstep: Class 15 contains 96209 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138423 members 
Mstep: Class 18 contains 27647 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 39927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945796.000000 Penalty: 13305.507812
Iteration 382Q: 22 clusters Score -4.69458e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66215 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 164494 members 
Mstep: Class 7 contains 21943 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 96992 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 20233 members 
Mstep: Class 12 contains 313066 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 50772 members 
Mstep: Class 15 contains 96146 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138242 members 
Mstep: Class 18 contains 27649 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 39923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945728.000000 Penalty: 13305.507812
Iteration 383Q: 22 clusters Score -4.694573e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66235 members 
Mstep: Class 4 contains 30502 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 164766 members 
Mstep: Class 7 contains 21930 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 96902 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 20242 members 
Mstep: Class 12 contains 313291 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 50744 members 
Mstep: Class 15 contains 96099 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 138056 members 
Mstep: Class 18 contains 27654 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 39924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945656.000000 Penalty: 13305.507812
Iteration 384Q: 22 clusters Score -4.694566e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66255 members 
Mstep: Class 4 contains 30288 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 165059 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 96777 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 20250 members 
Mstep: Class 12 contains 313543 members 
Mstep: Class 13 contains 9378 members 
Mstep: Class 14 contains 50716 members 
Mstep: Class 15 contains 96116 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 137837 members 
Mstep: Class 18 contains 27665 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945364.000000 Penalty: 13305.507812
Iteration 385Q: 22 clusters Score -4.694536e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66275 members 
Mstep: Class 4 contains 30121 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 165373 members 
Mstep: Class 7 contains 21906 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 96690 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 20254 members 
Mstep: Class 12 contains 313795 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 50678 members 
Mstep: Class 15 contains 96047 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 137608 members 
Mstep: Class 18 contains 27672 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 39924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 22 clusters Score -4.694522e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66299 members 
Mstep: Class 4 contains 29915 members 
Mstep: Class 5 contains 20340 members 
Mstep: Class 6 contains 165751 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 96592 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 20257 members 
Mstep: Class 12 contains 314036 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 50652 members 
Mstep: Class 15 contains 95968 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 137369 members 
Mstep: Class 18 contains 27675 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 39929 members 
Entering Unmasked Estep 
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Score: -46945156.000000 Penalty: 13305.507812
Iteration 387Q: 22 clusters Score -4.694516e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66322 members 
Mstep: Class 4 contains 29705 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 166199 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 96483 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 12 contains 314263 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 50622 members 
Mstep: Class 15 contains 95878 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 137111 members 
Mstep: Class 18 contains 27681 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
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Iteration 388Q: 22 clusters Score -4.694501e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66340 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 20342 members 
Mstep: Class 6 contains 166639 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 96364 members 
Mstep: Class 10 contains 9563 members 
Mstep: Class 11 contains 20268 members 
Mstep: Class 12 contains 314542 members 
Mstep: Class 13 contains 9404 members 
Mstep: Class 14 contains 50596 members 
Mstep: Class 15 contains 95796 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 136858 members 
Mstep: Class 18 contains 27687 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 39930 members 
Entering Unmasked Estep 
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Iteration 389Q: 22 clusters Score -4.694481e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66352 members 
Mstep: Class 4 contains 29222 members 
Mstep: Class 5 contains 20342 members 
Mstep: Class 6 contains 167102 members 
Mstep: Class 7 contains 21893 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 96266 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 20279 members 
Mstep: Class 12 contains 314747 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 50553 members 
Mstep: Class 15 contains 95671 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 136624 members 
Mstep: Class 18 contains 27698 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 39927 members 
Entering Unmasked Estep 
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Iteration 390Q: 22 clusters Score -4.694474e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66370 members 
Mstep: Class 4 contains 28962 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 167570 members 
Mstep: Class 7 contains 21902 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 96153 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 20292 members 
Mstep: Class 12 contains 314927 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 50497 members 
Mstep: Class 15 contains 95635 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 136399 members 
Mstep: Class 18 contains 27703 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 39930 members 
Entering Unmasked Estep 
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Iteration 391Q: 22 clusters Score -4.694472e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66385 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 168072 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 96038 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 20310 members 
Mstep: Class 12 contains 315089 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 50445 members 
Mstep: Class 15 contains 95588 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 136170 members 
Mstep: Class 18 contains 27706 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 39927 members 
Entering Unmasked Estep 
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Iteration 392Q: 22 clusters Score -4.694473e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66403 members 
Mstep: Class 4 contains 28475 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 168513 members 
Mstep: Class 7 contains 21946 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 95912 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 20323 members 
Mstep: Class 12 contains 315252 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 50395 members 
Mstep: Class 15 contains 95529 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 135958 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 39931 members 
Entering Unmasked Estep 
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Iteration 393Q: 22 clusters Score -4.69446e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66413 members 
Mstep: Class 4 contains 28215 members 
Mstep: Class 5 contains 20337 members 
Mstep: Class 6 contains 168981 members 
Mstep: Class 7 contains 21976 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 95767 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 20330 members 
Mstep: Class 12 contains 315395 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 50338 members 
Mstep: Class 15 contains 95544 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 135758 members 
Mstep: Class 18 contains 27717 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 39931 members 
Entering Unmasked Estep 
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Score: -46944440.000000 Penalty: 13305.507812
Iteration 394Q: 22 clusters Score -4.694444e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66420 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 20339 members 
Mstep: Class 6 contains 169398 members 
Mstep: Class 7 contains 21991 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 95620 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 20345 members 
Mstep: Class 12 contains 315565 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 50307 members 
Mstep: Class 15 contains 95480 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 135548 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 39935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944204.000000 Penalty: 13305.507812
Iteration 395Q: 22 clusters Score -4.69442e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66432 members 
Mstep: Class 4 contains 27846 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 169790 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 95474 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 20359 members 
Mstep: Class 12 contains 315762 members 
Mstep: Class 13 contains 9427 members 
Mstep: Class 14 contains 50282 members 
Mstep: Class 15 contains 95460 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 135318 members 
Mstep: Class 18 contains 27716 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 39939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944128.000000 Penalty: 13305.507812
Iteration 396Q: 22 clusters Score -4.694413e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66435 members 
Mstep: Class 4 contains 27642 members 
Mstep: Class 5 contains 20344 members 
Mstep: Class 6 contains 170176 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 95320 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 20367 members 
Mstep: Class 12 contains 315948 members 
Mstep: Class 13 contains 9429 members 
Mstep: Class 14 contains 50264 members 
Mstep: Class 15 contains 95467 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 135105 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 39937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943988.000000 Penalty: 13305.507812
Iteration 397Q: 22 clusters Score -4.694399e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66432 members 
Mstep: Class 4 contains 27460 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 170526 members 
Mstep: Class 7 contains 22002 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 95149 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 20384 members 
Mstep: Class 12 contains 316147 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 50246 members 
Mstep: Class 15 contains 95485 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 134887 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 39938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943932.000000 Penalty: 13305.507812
Iteration 398Q: 22 clusters Score -4.694393e+07 nChanged 1228
Entering ConstructFrom: 
Score: -46943932.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -171720.109375 Penalty: 377.820709
	Iteration 0F: 2 clusters Score -171720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -169017.687500 Penalty: 755.641418
	Iteration 0F: 3 clusters Score -169017.7 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -169986.812500 Penalty: 755.641418
	Iteration 1F: 3 clusters Score -169986.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -170080.515625 Penalty: 755.641418
	Iteration 2F: 3 clusters Score -170080.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -170192.437500 Penalty: 755.641418
	Iteration 3Q: 3 clusters Score -170192.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -170332.437500 Penalty: 755.641418
	Iteration 4Q: 3 clusters Score -170332.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -170493.781250 Penalty: 755.641418
	Iteration 5Q: 3 clusters Score -170493.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -170675.453125 Penalty: 755.641418
	Iteration 6F: 3 clusters Score -170675.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -170850.640625 Penalty: 755.641418
	Iteration 7F: 3 clusters Score -170850.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -170969.500000 Penalty: 755.641418
	Iteration 8Q: 3 clusters Score -170969.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -171056.296875 Penalty: 755.641418
	Iteration 9Q: 3 clusters Score -171056.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -171106.781250 Penalty: 755.641418
	Iteration 10Q: 3 clusters Score -171106.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171137.937500 Penalty: 755.641418
	Iteration 11Q: 3 clusters Score -171137.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -171164.093750 Penalty: 755.641418
	Iteration 12Q: 3 clusters Score -171164.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171184.046875 Penalty: 755.641418
	Iteration 13Q: 3 clusters Score -171184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171194.828125 Penalty: 755.641418
	Iteration 14Q: 3 clusters Score -171194.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171203.718750 Penalty: 755.641418
	Iteration 15Q: 3 clusters Score -171203.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -171210.953125 Penalty: 755.641418
	Iteration 16Q: 3 clusters Score -171211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -171219.625000 Penalty: 755.641418
	Iteration 17Q: 3 clusters Score -171219.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171230.359375 Penalty: 755.641418
	Iteration 18Q: 3 clusters Score -171230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171239.093750 Penalty: 755.641418
	Iteration 19Q: 3 clusters Score -171239.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171243.000000 Penalty: 755.641418
	Iteration 20F: 3 clusters Score -171243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -171244.671875 Penalty: 755.641418
	Iteration 21Q: 3 clusters Score -171244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171248.140625 Penalty: 755.641418
	Iteration 22Q: 3 clusters Score -171248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171251.031250 Penalty: 755.641418
	Iteration 23Q: 3 clusters Score -171251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171253.203125 Penalty: 755.641418
	Iteration 24Q: 3 clusters Score -171253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171256.734375 Penalty: 755.641418
	Iteration 25Q: 3 clusters Score -171256.7 nChanged 12
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: -171260.734375 Penalty: 755.641418
	Iteration 26Q: 3 clusters Score -171260.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171265.578125 Penalty: 755.641418
	Iteration 27Q: 3 clusters Score -171265.6 nChanged 16
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: -171270.187500 Penalty: 755.641418
	Iteration 28Q: 3 clusters Score -171270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171273.703125 Penalty: 755.641418
	Iteration 29Q: 3 clusters Score -171273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171275.203125 Penalty: 755.641418
	Iteration 30Q: 3 clusters Score -171275.2 nChanged 9
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: -171276.406250 Penalty: 755.641418
	Iteration 31Q: 3 clusters Score -171276.4 nChanged 7
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: -171277.093750 Penalty: 755.641418
	Iteration 32Q: 3 clusters Score -171277.1 nChanged 6
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: -171277.703125 Penalty: 755.641418
	Iteration 33Q: 3 clusters Score -171277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -171278.375000 Penalty: 755.641418
	Iteration 34Q: 3 clusters Score -171278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171278.625000 Penalty: 755.641418
	Iteration 35Q: 3 clusters Score -171278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171279.484375 Penalty: 755.641418
	Iteration 36Q: 3 clusters Score -171279.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -171280.421875 Penalty: 755.641418
	Iteration 37Q: 3 clusters Score -171280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171280.640625 Penalty: 755.641418
	Iteration 38Q: 3 clusters Score -171280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171280.765625 Penalty: 755.641418
	Iteration 39Q: 3 clusters Score -171280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -171280.875000 Penalty: 755.641418
	Iteration 40F: 3 clusters Score -171280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171280.843750 Penalty: 755.641418
	Iteration 41Q: 3 clusters Score -171280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171280.937500 Penalty: 755.641418
	Iteration 42Q: 3 clusters Score -171280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171281.156250 Penalty: 755.641418
	Iteration 43Q: 3 clusters Score -171281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171281.484375 Penalty: 755.641418
	Iteration 44Q: 3 clusters Score -171281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171281.484375 Penalty: 755.641418
	Iteration 45F: 3 clusters Score -171281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8178.247559 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8178.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7893.018555 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7893.019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8074.180176 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -8074.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8122.543457 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8122.543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8178.214355 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -8178.214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8214.209961 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -8214.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8237.979492 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -8237.979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8241.058594 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8241.059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8245.290039 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8245.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8245.666016 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -8245.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8245.666016 Penalty: 509.456421
	Iteration 9F: 3 clusters Score -8245.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 95 members 
Mstep: Class 3 contains 66440 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 170903 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 94976 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 316322 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 50238 members 
Mstep: Class 15 contains 95505 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 134673 members 
Mstep: Class 18 contains 27717 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 39936 members 
Mstep: Class 22 contains 175 members 
Entering Unmasked Estep 
Score: -46943556.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46943932.000000 to -46943556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (66440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Entering Unmasked Estep 
Score: -2943447.500000 Penalty: 505.234467
	Iteration 0F: 2 clusters Score -2943448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -2898688.750000 Penalty: 1010.468933
	Iteration 0F: 3 clusters Score -2898689 nChanged 32322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2919056.000000 Penalty: 1010.468933
	Iteration 1F: 3 clusters Score -2919056 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2920943.250000 Penalty: 1010.468933
	Iteration 2F: 3 clusters Score -2920943 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2924140.250000 Penalty: 1010.468933
	Iteration 3F: 3 clusters Score -2924140 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2928814.750000 Penalty: 1010.468933
	Iteration 4F: 3 clusters Score -2928815 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2934064.000000 Penalty: 1010.468933
	Iteration 5F: 3 clusters Score -2934064 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2938361.750000 Penalty: 1010.468933
	Iteration 6F: 3 clusters Score -2938362 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2940833.250000 Penalty: 1010.468933
	Iteration 7Q: 3 clusters Score -2940833 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2942026.000000 Penalty: 1010.468933
	Iteration 8Q: 3 clusters Score -2942026 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2942612.000000 Penalty: 1010.468933
	Iteration 9Q: 3 clusters Score -2942612 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2942855.000000 Penalty: 1010.468933
	Iteration 10Q: 3 clusters Score -2942855 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2942992.000000 Penalty: 1010.468933
	Iteration 11Q: 3 clusters Score -2942992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2943059.750000 Penalty: 1010.468933
	Iteration 12Q: 3 clusters Score -2943060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2943104.500000 Penalty: 1010.468933
	Iteration 13Q: 3 clusters Score -2943104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2943128.000000 Penalty: 1010.468933
	Iteration 14Q: 3 clusters Score -2943128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2943141.500000 Penalty: 1010.468933
	Iteration 15Q: 3 clusters Score -2943142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2943140.750000 Penalty: 1010.468933
	Iteration 16Q: 3 clusters Score -2943141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2943144.750000 Penalty: 1010.468933
	Iteration 17Q: 3 clusters Score -2943145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2943153.750000 Penalty: 1010.468933
	Iteration 18Q: 3 clusters Score -2943154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2943159.500000 Penalty: 1010.468933
	Iteration 19Q: 3 clusters Score -2943160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2943164.750000 Penalty: 1010.468933
	Iteration 20F: 3 clusters Score -2943165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2943167.750000 Penalty: 1010.468933
	Iteration 21Q: 3 clusters Score -2943168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2943165.500000 Penalty: 1010.468933
	Iteration 22Q: 3 clusters Score -2943166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2943170.750000 Penalty: 1010.468933
	Iteration 23Q: 3 clusters Score -2943171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2943172.000000 Penalty: 1010.468933
	Iteration 24Q: 3 clusters Score -2943172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2943175.000000 Penalty: 1010.468933
	Iteration 25Q: 3 clusters Score -2943175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2943177.500000 Penalty: 1010.468933
	Iteration 26Q: 3 clusters Score -2943178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2943181.250000 Penalty: 1010.468933
	Iteration 27Q: 3 clusters Score -2943181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2943180.750000 Penalty: 1010.468933
	Iteration 28Q: 3 clusters Score -2943181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2943182.500000 Penalty: 1010.468933
	Iteration 29Q: 3 clusters Score -2943182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2943185.500000 Penalty: 1010.468933
	Iteration 30Q: 3 clusters Score -2943186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2943186.500000 Penalty: 1010.468933
	Iteration 31Q: 3 clusters Score -2943186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2943186.500000 Penalty: 1010.468933
	Iteration 32F: 3 clusters Score -2943186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Entering Unmasked Estep 
Score: -1268365.125000 Penalty: 464.716217
	Iteration 0F: 2 clusters Score -1268365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1250053.375000 Penalty: 929.432434
	Iteration 0F: 3 clusters Score -1250053 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1257604.250000 Penalty: 929.432434
	Iteration 1F: 3 clusters Score -1257604 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1257990.500000 Penalty: 929.432434
	Iteration 2Q: 3 clusters Score -1257990 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1258472.875000 Penalty: 929.432434
	Iteration 3Q: 3 clusters Score -1258473 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1259273.375000 Penalty: 929.432434
	Iteration 4Q: 3 clusters Score -1259273 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1260480.000000 Penalty: 929.432434
	Iteration 5F: 3 clusters Score -1260480 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1261852.000000 Penalty: 929.432434
	Iteration 6F: 3 clusters Score -1261852 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1262856.750000 Penalty: 929.432434
	Iteration 7F: 3 clusters Score -1262857 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1263437.500000 Penalty: 929.432434
	Iteration 8Q: 3 clusters Score -1263438 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1263761.000000 Penalty: 929.432434
	Iteration 9Q: 3 clusters Score -1263761 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1263999.000000 Penalty: 929.432434
	Iteration 10Q: 3 clusters Score -1263999 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1264222.625000 Penalty: 929.432434
	Iteration 11Q: 3 clusters Score -1264223 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1264458.500000 Penalty: 929.432434
	Iteration 12Q: 3 clusters Score -1264458 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1264755.000000 Penalty: 929.432434
	Iteration 13Q: 3 clusters Score -1264755 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1265048.125000 Penalty: 929.432434
	Iteration 14Q: 3 clusters Score -1265048 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1265360.250000 Penalty: 929.432434
	Iteration 15Q: 3 clusters Score -1265360 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1265684.375000 Penalty: 929.432434
	Iteration 16Q: 3 clusters Score -1265684 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1266043.625000 Penalty: 929.432434
	Iteration 17Q: 3 clusters Score -1266044 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1266416.500000 Penalty: 929.432434
	Iteration 18Q: 3 clusters Score -1266416 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1266802.625000 Penalty: 929.432434
	Iteration 19Q: 3 clusters Score -1266803 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1267127.375000 Penalty: 929.432434
	Iteration 20F: 3 clusters Score -1267127 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1267387.125000 Penalty: 929.432434
	Iteration 21Q: 3 clusters Score -1267387 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1267530.875000 Penalty: 929.432434
	Iteration 22Q: 3 clusters Score -1267531 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1267630.375000 Penalty: 929.432434
	Iteration 23Q: 3 clusters Score -1267630 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1267674.000000 Penalty: 929.432434
	Iteration 24Q: 3 clusters Score -1267674 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1267685.875000 Penalty: 929.432434
	Iteration 25Q: 3 clusters Score -1267686 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1267698.875000 Penalty: 929.432434
	Iteration 26Q: 3 clusters Score -1267699 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1267683.125000 Penalty: 929.432434
	Iteration 27Q: 3 clusters Score -1267683 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1267707.250000 Penalty: 929.432434
	Iteration 28Q: 3 clusters Score -1267707 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1267708.375000 Penalty: 929.432434
	Iteration 29Q: 3 clusters Score -1267708 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1267714.625000 Penalty: 929.432434
	Iteration 30Q: 3 clusters Score -1267715 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1267717.625000 Penalty: 929.432434
	Iteration 31Q: 3 clusters Score -1267718 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1267729.000000 Penalty: 929.432434
	Iteration 32Q: 3 clusters Score -1267729 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1267733.250000 Penalty: 929.432434
	Iteration 33Q: 3 clusters Score -1267733 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1267738.250000 Penalty: 929.432434
	Iteration 34Q: 3 clusters Score -1267738 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1267720.000000 Penalty: 929.432434
	Iteration 35Q: 3 clusters Score -1267720 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1267724.750000 Penalty: 929.432434
	Iteration 36Q: 3 clusters Score -1267725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1267724.125000 Penalty: 929.432434
	Iteration 37Q: 3 clusters Score -1267724 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1267727.000000 Penalty: 929.432434
	Iteration 38Q: 3 clusters Score -1267727 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1267728.750000 Penalty: 929.432434
	Iteration 39Q: 3 clusters Score -1267729 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1267770.125000 Penalty: 929.432434
	Iteration 40F: 3 clusters Score -1267770 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1267791.875000 Penalty: 929.432434
	Iteration 41Q: 3 clusters Score -1267792 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1267809.250000 Penalty: 929.432434
	Iteration 42Q: 3 clusters Score -1267809 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1267844.875000 Penalty: 929.432434
	Iteration 43Q: 3 clusters Score -1267845 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1267853.000000 Penalty: 929.432434
	Iteration 44Q: 3 clusters Score -1267853 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1267862.500000 Penalty: 929.432434
	Iteration 45Q: 3 clusters Score -1267862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1267890.875000 Penalty: 929.432434
	Iteration 46Q: 3 clusters Score -1267891 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1267903.500000 Penalty: 929.432434
	Iteration 47Q: 3 clusters Score -1267904 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1267914.250000 Penalty: 929.432434
	Iteration 48Q: 3 clusters Score -1267914 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1267895.875000 Penalty: 929.432434
	Iteration 49Q: 3 clusters Score -1267896 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1267901.750000 Penalty: 929.432434
	Iteration 50Q: 3 clusters Score -1267902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1267908.625000 Penalty: 929.432434
	Iteration 51Q: 3 clusters Score -1267909 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1267897.625000 Penalty: 929.432434
	Iteration 52Q: 3 clusters Score -1267898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1267908.250000 Penalty: 929.432434
	Iteration 53Q: 3 clusters Score -1267908 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1267895.625000 Penalty: 929.432434
	Iteration 54Q: 3 clusters Score -1267896 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1267894.125000 Penalty: 929.432434
	Iteration 55Q: 3 clusters Score -1267894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1267903.375000 Penalty: 929.432434
	Iteration 56Q: 3 clusters Score -1267903 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -1267913.500000 Penalty: 929.432434
	Iteration 57Q: 3 clusters Score -1267914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1267911.625000 Penalty: 929.432434
	Iteration 58Q: 3 clusters Score -1267912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1267896.375000 Penalty: 929.432434
	Iteration 59Q: 3 clusters Score -1267896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1267908.875000 Penalty: 929.432434
	Iteration 60F: 3 clusters Score -1267909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -1267892.125000 Penalty: 929.432434
	Iteration 61Q: 3 clusters Score -1267892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1267892.625000 Penalty: 929.432434
	Iteration 62Q: 3 clusters Score -1267893 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1267871.375000 Penalty: 929.432434
	Iteration 63Q: 3 clusters Score -1267871 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1267859.875000 Penalty: 929.432434
	Iteration 64Q: 3 clusters Score -1267860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -1267861.875000 Penalty: 929.432434
	Iteration 65Q: 3 clusters Score -1267862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1267848.375000 Penalty: 929.432434
	Iteration 66Q: 3 clusters Score -1267848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -1267836.500000 Penalty: 929.432434
	Iteration 67Q: 3 clusters Score -1267836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1267836.000000 Penalty: 929.432434
	Iteration 68Q: 3 clusters Score -1267836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -1267825.625000 Penalty: 929.432434
	Iteration 69Q: 3 clusters Score -1267826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1267813.875000 Penalty: 929.432434
	Iteration 70Q: 3 clusters Score -1267814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1267807.750000 Penalty: 929.432434
	Iteration 71Q: 3 clusters Score -1267808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1267805.250000 Penalty: 929.432434
	Iteration 72Q: 3 clusters Score -1267805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -1267813.375000 Penalty: 929.432434
	Iteration 73Q: 3 clusters Score -1267813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1267786.750000 Penalty: 929.432434
	Iteration 74Q: 3 clusters Score -1267787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1267802.000000 Penalty: 929.432434
	Iteration 75Q: 3 clusters Score -1267802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1267797.625000 Penalty: 929.432434
	Iteration 76Q: 3 clusters Score -1267798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -1267795.375000 Penalty: 929.432434
	Iteration 77Q: 3 clusters Score -1267795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -1267789.375000 Penalty: 929.432434
	Iteration 78Q: 3 clusters Score -1267789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -1267794.375000 Penalty: 929.432434
	Iteration 79Q: 3 clusters Score -1267794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1267803.625000 Penalty: 929.432434
	Iteration 80F: 3 clusters Score -1267804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -1267796.000000 Penalty: 929.432434
	Iteration 81Q: 3 clusters Score -1267796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -1267790.625000 Penalty: 929.432434
	Iteration 82Q: 3 clusters Score -1267791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1267788.500000 Penalty: 929.432434
	Iteration 83Q: 3 clusters Score -1267788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1267793.375000 Penalty: 929.432434
	Iteration 84Q: 3 clusters Score -1267793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1267791.500000 Penalty: 929.432434
	Iteration 85Q: 3 clusters Score -1267792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1267794.125000 Penalty: 929.432434
	Iteration 86Q: 3 clusters Score -1267794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -1267799.125000 Penalty: 929.432434
	Iteration 87Q: 3 clusters Score -1267799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -1267798.375000 Penalty: 929.432434
	Iteration 88Q: 3 clusters Score -1267798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -1267802.875000 Penalty: 929.432434
	Iteration 89Q: 3 clusters Score -1267803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1267799.250000 Penalty: 929.432434
	Iteration 90Q: 3 clusters Score -1267799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -1267794.375000 Penalty: 929.432434
	Iteration 91Q: 3 clusters Score -1267794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -1267800.625000 Penalty: 929.432434
	Iteration 92Q: 3 clusters Score -1267801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -1267797.875000 Penalty: 929.432434
	Iteration 93Q: 3 clusters Score -1267798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -1267797.000000 Penalty: 929.432434
	Iteration 94Q: 3 clusters Score -1267797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -1267799.125000 Penalty: 929.432434
	Iteration 95Q: 3 clusters Score -1267799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -1267790.750000 Penalty: 929.432434
	Iteration 96Q: 3 clusters Score -1267791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1267797.000000 Penalty: 929.432434
	Iteration 97Q: 3 clusters Score -1267797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -1267798.875000 Penalty: 929.432434
	Iteration 98Q: 3 clusters Score -1267799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -1267801.125000 Penalty: 929.432434
	Iteration 99Q: 3 clusters Score -1267801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -1267792.500000 Penalty: 929.432434
	Iteration 100F: 3 clusters Score -1267792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -1267796.125000 Penalty: 929.432434
	Iteration 101Q: 3 clusters Score -1267796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -1267792.250000 Penalty: 929.432434
	Iteration 102Q: 3 clusters Score -1267792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -1267794.500000 Penalty: 929.432434
	Iteration 103Q: 3 clusters Score -1267794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -1267797.250000 Penalty: 929.432434
	Iteration 104Q: 3 clusters Score -1267797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1267794.250000 Penalty: 929.432434
	Iteration 105Q: 3 clusters Score -1267794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -1267793.625000 Penalty: 929.432434
	Iteration 106Q: 3 clusters Score -1267794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1267792.375000 Penalty: 929.432434
	Iteration 107Q: 3 clusters Score -1267792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -1267792.375000 Penalty: 929.432434
	Iteration 108Q: 3 clusters Score -1267792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -1267796.125000 Penalty: 929.432434
	Iteration 109Q: 3 clusters Score -1267796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -1267795.625000 Penalty: 929.432434
	Iteration 110Q: 3 clusters Score -1267796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -1267795.625000 Penalty: 929.432434
	Iteration 111F: 3 clusters Score -1267796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Entering Unmasked Estep 
Score: -879560.312500 Penalty: 451.395813
	Iteration 0F: 2 clusters Score -879560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -865854.000000 Penalty: 902.791626
	Iteration 0F: 3 clusters Score -865854 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -871696.125000 Penalty: 902.791626
	Iteration 1F: 3 clusters Score -871696.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -872104.812500 Penalty: 902.791626
	Iteration 2Q: 3 clusters Score -872104.8 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -872756.812500 Penalty: 902.791626
	Iteration 3F: 3 clusters Score -872756.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -873731.250000 Penalty: 902.791626
	Iteration 4F: 3 clusters Score -873731.2 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -874930.312500 Penalty: 902.791626
	Iteration 5F: 3 clusters Score -874930.3 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -876121.125000 Penalty: 902.791626
	Iteration 6F: 3 clusters Score -876121.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -876822.625000 Penalty: 902.791626
	Iteration 7Q: 3 clusters Score -876822.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -877167.125000 Penalty: 902.791626
	Iteration 8Q: 3 clusters Score -877167.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -877372.000000 Penalty: 902.791626
	Iteration 9Q: 3 clusters Score -877372 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -877547.562500 Penalty: 902.791626
	Iteration 10Q: 3 clusters Score -877547.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -877688.875000 Penalty: 902.791626
	Iteration 11Q: 3 clusters Score -877688.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -877811.875000 Penalty: 902.791626
	Iteration 12Q: 3 clusters Score -877811.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -877949.812500 Penalty: 902.791626
	Iteration 13Q: 3 clusters Score -877949.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -878065.062500 Penalty: 902.791626
	Iteration 14Q: 3 clusters Score -878065.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -878172.000000 Penalty: 902.791626
	Iteration 15Q: 3 clusters Score -878172 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -878296.187500 Penalty: 902.791626
	Iteration 16Q: 3 clusters Score -878296.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -878408.437500 Penalty: 902.791626
	Iteration 17Q: 3 clusters Score -878408.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -878516.375000 Penalty: 902.791626
	Iteration 18Q: 3 clusters Score -878516.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -878597.812500 Penalty: 902.791626
	Iteration 19Q: 3 clusters Score -878597.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -878670.062500 Penalty: 902.791626
	Iteration 20F: 3 clusters Score -878670.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -878728.562500 Penalty: 902.791626
	Iteration 21Q: 3 clusters Score -878728.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -878776.625000 Penalty: 902.791626
	Iteration 22Q: 3 clusters Score -878776.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -878817.312500 Penalty: 902.791626
	Iteration 23Q: 3 clusters Score -878817.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -878853.625000 Penalty: 902.791626
	Iteration 24Q: 3 clusters Score -878853.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -878883.625000 Penalty: 902.791626
	Iteration 25Q: 3 clusters Score -878883.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -878904.250000 Penalty: 902.791626
	Iteration 26Q: 3 clusters Score -878904.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -878925.250000 Penalty: 902.791626
	Iteration 27Q: 3 clusters Score -878925.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -878941.562500 Penalty: 902.791626
	Iteration 28Q: 3 clusters Score -878941.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -878955.125000 Penalty: 902.791626
	Iteration 29Q: 3 clusters Score -878955.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -878970.687500 Penalty: 902.791626
	Iteration 30Q: 3 clusters Score -878970.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -878981.687500 Penalty: 902.791626
	Iteration 31Q: 3 clusters Score -878981.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -878996.437500 Penalty: 902.791626
	Iteration 32Q: 3 clusters Score -878996.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -879010.812500 Penalty: 902.791626
	Iteration 33Q: 3 clusters Score -879010.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -879022.562500 Penalty: 902.791626
	Iteration 34Q: 3 clusters Score -879022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -879033.687500 Penalty: 902.791626
	Iteration 35Q: 3 clusters Score -879033.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -879044.625000 Penalty: 902.791626
	Iteration 36Q: 3 clusters Score -879044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -879052.312500 Penalty: 902.791626
	Iteration 37Q: 3 clusters Score -879052.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -879061.812500 Penalty: 902.791626
	Iteration 38Q: 3 clusters Score -879061.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -879071.750000 Penalty: 902.791626
	Iteration 39Q: 3 clusters Score -879071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -879072.687500 Penalty: 902.791626
	Iteration 40F: 3 clusters Score -879072.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -879076.812500 Penalty: 902.791626
	Iteration 41Q: 3 clusters Score -879076.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -879080.812500 Penalty: 902.791626
	Iteration 42Q: 3 clusters Score -879080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -879083.875000 Penalty: 902.791626
	Iteration 43Q: 3 clusters Score -879083.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -879086.437500 Penalty: 902.791626
	Iteration 44Q: 3 clusters Score -879086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -879086.562500 Penalty: 902.791626
	Iteration 45Q: 3 clusters Score -879086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -879088.187500 Penalty: 902.791626
	Iteration 46Q: 3 clusters Score -879088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -879089.812500 Penalty: 902.791626
	Iteration 47Q: 3 clusters Score -879089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -879089.750000 Penalty: 902.791626
	Iteration 48Q: 3 clusters Score -879089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -879092.500000 Penalty: 902.791626
	Iteration 49Q: 3 clusters Score -879092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -879095.187500 Penalty: 902.791626
	Iteration 50Q: 3 clusters Score -879095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -879098.062500 Penalty: 902.791626
	Iteration 51Q: 3 clusters Score -879098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -879103.937500 Penalty: 902.791626
	Iteration 52Q: 3 clusters Score -879103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -879106.937500 Penalty: 902.791626
	Iteration 53Q: 3 clusters Score -879106.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -879109.812500 Penalty: 902.791626
	Iteration 54Q: 3 clusters Score -879109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -879110.125000 Penalty: 902.791626
	Iteration 55Q: 3 clusters Score -879110.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -879113.125000 Penalty: 902.791626
	Iteration 56Q: 3 clusters Score -879113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -879118.125000 Penalty: 902.791626
	Iteration 57Q: 3 clusters Score -879118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -879120.812500 Penalty: 902.791626
	Iteration 58Q: 3 clusters Score -879120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -879124.687500 Penalty: 902.791626
	Iteration 59Q: 3 clusters Score -879124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -879126.062500 Penalty: 902.791626
	Iteration 60F: 3 clusters Score -879126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -879127.500000 Penalty: 902.791626
	Iteration 61Q: 3 clusters Score -879127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -879127.437500 Penalty: 902.791626
	Iteration 62Q: 3 clusters Score -879127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -879130.875000 Penalty: 902.791626
	Iteration 63Q: 3 clusters Score -879130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -879133.937500 Penalty: 902.791626
	Iteration 64Q: 3 clusters Score -879133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -879134.875000 Penalty: 902.791626
	Iteration 65Q: 3 clusters Score -879134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -879135.375000 Penalty: 902.791626
	Iteration 66Q: 3 clusters Score -879135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -879137.625000 Penalty: 902.791626
	Iteration 67Q: 3 clusters Score -879137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -879136.687500 Penalty: 902.791626
	Iteration 68Q: 3 clusters Score -879136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -879137.125000 Penalty: 902.791626
	Iteration 69Q: 3 clusters Score -879137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -879139.687500 Penalty: 902.791626
	Iteration 70Q: 3 clusters Score -879139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -879139.687500 Penalty: 902.791626
	Iteration 71Q: 3 clusters Score -879139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -879141.000000 Penalty: 902.791626
	Iteration 72Q: 3 clusters Score -879141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -879140.250000 Penalty: 902.791626
	Iteration 73Q: 3 clusters Score -879140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -879140.875000 Penalty: 902.791626
	Iteration 74Q: 3 clusters Score -879140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -879140.875000 Penalty: 902.791626
	Iteration 75F: 3 clusters Score -879140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Entering Unmasked Estep 
Score: -7687758.000000 Penalty: 548.222717
	Iteration 0F: 2 clusters Score -7687758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -7571542.500000 Penalty: 1096.445435
	Iteration 0F: 3 clusters Score -7571542 nChanged 84100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -7623165.000000 Penalty: 1096.445435
	Iteration 1F: 3 clusters Score -7623165 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -7625731.500000 Penalty: 1096.445435
	Iteration 2Q: 3 clusters Score -7625732 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -7630289.000000 Penalty: 1096.445435
	Iteration 3F: 3 clusters Score -7630289 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -7638140.500000 Penalty: 1096.445435
	Iteration 4F: 3 clusters Score -7638140 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -7650046.000000 Penalty: 1096.445435
	Iteration 5F: 3 clusters Score -7650046 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -7664541.000000 Penalty: 1096.445435
	Iteration 6F: 3 clusters Score -7664541 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -7676624.500000 Penalty: 1096.445435
	Iteration 7F: 3 clusters Score -7676624 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -7683200.500000 Penalty: 1096.445435
	Iteration 8Q: 3 clusters Score -7683200 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -7685876.500000 Penalty: 1096.445435
	Iteration 9Q: 3 clusters Score -7685876 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -7686845.000000 Penalty: 1096.445435
	Iteration 10Q: 3 clusters Score -7686845 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170531 members 
Entering Unmasked Estep 
Score: -7687111.500000 Penalty: 1096.445435
	Iteration 11Q: 3 clusters Score -7687112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -7687187.000000 Penalty: 1096.445435
	Iteration 12Q: 3 clusters Score -7687187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -7687242.500000 Penalty: 1096.445435
	Iteration 13Q: 3 clusters Score -7687242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -7687268.500000 Penalty: 1096.445435
	Iteration 14Q: 3 clusters Score -7687268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170748 members 
Entering Unmasked Estep 
Score: -7687279.000000 Penalty: 1096.445435
	Iteration 15Q: 3 clusters Score -7687279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170758 members 
Entering Unmasked Estep 
Score: -7687276.000000 Penalty: 1096.445435
	Iteration 16Q: 3 clusters Score -7687276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -7687289.000000 Penalty: 1096.445435
	Iteration 17Q: 3 clusters Score -7687289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -7687287.000000 Penalty: 1096.445435
	Iteration 18Q: 3 clusters Score -7687287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -7687293.500000 Penalty: 1096.445435
	Iteration 19Q: 3 clusters Score -7687294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -7687287.000000 Penalty: 1096.445435
	Iteration 20F: 3 clusters Score -7687287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -7687293.500000 Penalty: 1096.445435
	Iteration 21Q: 3 clusters Score -7687294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -7687295.500000 Penalty: 1096.445435
	Iteration 22Q: 3 clusters Score -7687296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170783 members 
Entering Unmasked Estep 
Score: -7687291.000000 Penalty: 1096.445435
	Iteration 23Q: 3 clusters Score -7687291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170783 members 
Entering Unmasked Estep 
Score: -7687291.000000 Penalty: 1096.445435
	Iteration 24F: 3 clusters Score -7687291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Entering Unmasked Estep 
Score: -963040.625000 Penalty: 454.963898
	Iteration 0F: 2 clusters Score -963040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -948500.062500 Penalty: 909.927795
	Iteration 0F: 3 clusters Score -948500.1 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -954454.875000 Penalty: 909.927795
	Iteration 1F: 3 clusters Score -954454.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -954813.062500 Penalty: 909.927795
	Iteration 2Q: 3 clusters Score -954813.1 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -955348.437500 Penalty: 909.927795
	Iteration 3Q: 3 clusters Score -955348.4 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -956157.437500 Penalty: 909.927795
	Iteration 4F: 3 clusters Score -956157.4 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -957325.375000 Penalty: 909.927795
	Iteration 5F: 3 clusters Score -957325.4 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -958543.875000 Penalty: 909.927795
	Iteration 6F: 3 clusters Score -958543.9 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -959217.625000 Penalty: 909.927795
	Iteration 7F: 3 clusters Score -959217.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -959538.375000 Penalty: 909.927795
	Iteration 8Q: 3 clusters Score -959538.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -959754.000000 Penalty: 909.927795
	Iteration 9Q: 3 clusters Score -959754 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -959958.000000 Penalty: 909.927795
	Iteration 10Q: 3 clusters Score -959958 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -960171.937500 Penalty: 909.927795
	Iteration 11Q: 3 clusters Score -960171.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -960408.562500 Penalty: 909.927795
	Iteration 12Q: 3 clusters Score -960408.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -960698.500000 Penalty: 909.927795
	Iteration 13Q: 3 clusters Score -960698.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -961028.312500 Penalty: 909.927795
	Iteration 14Q: 3 clusters Score -961028.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -961352.750000 Penalty: 909.927795
	Iteration 15Q: 3 clusters Score -961352.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -961626.125000 Penalty: 909.927795
	Iteration 16Q: 3 clusters Score -961626.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -961864.250000 Penalty: 909.927795
	Iteration 17Q: 3 clusters Score -961864.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -962056.062500 Penalty: 909.927795
	Iteration 18Q: 3 clusters Score -962056.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -962240.312500 Penalty: 909.927795
	Iteration 19Q: 3 clusters Score -962240.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -962377.812500 Penalty: 909.927795
	Iteration 20F: 3 clusters Score -962377.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -962466.562500 Penalty: 909.927795
	Iteration 21Q: 3 clusters Score -962466.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -962525.000000 Penalty: 909.927795
	Iteration 22Q: 3 clusters Score -962525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -962562.187500 Penalty: 909.927795
	Iteration 23Q: 3 clusters Score -962562.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -962584.375000 Penalty: 909.927795
	Iteration 24Q: 3 clusters Score -962584.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -962603.812500 Penalty: 909.927795
	Iteration 25Q: 3 clusters Score -962603.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -962617.937500 Penalty: 909.927795
	Iteration 26Q: 3 clusters Score -962617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -962622.187500 Penalty: 909.927795
	Iteration 27Q: 3 clusters Score -962622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -962623.062500 Penalty: 909.927795
	Iteration 28Q: 3 clusters Score -962623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -962625.375000 Penalty: 909.927795
	Iteration 29Q: 3 clusters Score -962625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -962633.500000 Penalty: 909.927795
	Iteration 30Q: 3 clusters Score -962633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -962634.750000 Penalty: 909.927795
	Iteration 31Q: 3 clusters Score -962634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -962636.687500 Penalty: 909.927795
	Iteration 32Q: 3 clusters Score -962636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -962638.750000 Penalty: 909.927795
	Iteration 33Q: 3 clusters Score -962638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -962641.312500 Penalty: 909.927795
	Iteration 34Q: 3 clusters Score -962641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -962642.562500 Penalty: 909.927795
	Iteration 35Q: 3 clusters Score -962642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -962643.312500 Penalty: 909.927795
	Iteration 36Q: 3 clusters Score -962643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -962643.312500 Penalty: 909.927795
	Iteration 37F: 3 clusters Score -962643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -41601.011719 Penalty: 320.064667
	Iteration 0F: 2 clusters Score -41601.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -40705.777344 Penalty: 640.129333
	Iteration 0F: 3 clusters Score -40705.78 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -41049.375000 Penalty: 640.129333
	Iteration 1F: 3 clusters Score -41049.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -41126.949219 Penalty: 640.129333
	Iteration 2F: 3 clusters Score -41126.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41182.246094 Penalty: 640.129333
	Iteration 3F: 3 clusters Score -41182.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -41229.050781 Penalty: 640.129333
	Iteration 4F: 3 clusters Score -41229.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -41266.847656 Penalty: 640.129333
	Iteration 5Q: 3 clusters Score -41266.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -41289.390625 Penalty: 640.129333
	Iteration 6Q: 3 clusters Score -41289.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -41307.449219 Penalty: 640.129333
	Iteration 7Q: 3 clusters Score -41307.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -41319.343750 Penalty: 640.129333
	Iteration 8Q: 3 clusters Score -41319.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -41331.308594 Penalty: 640.129333
	Iteration 9Q: 3 clusters Score -41331.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -41344.421875 Penalty: 640.129333
	Iteration 10Q: 3 clusters Score -41344.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -41356.582031 Penalty: 640.129333
	Iteration 11Q: 3 clusters Score -41356.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -41366.359375 Penalty: 640.129333
	Iteration 12Q: 3 clusters Score -41366.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -41374.640625 Penalty: 640.129333
	Iteration 13Q: 3 clusters Score -41374.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -41383.769531 Penalty: 640.129333
	Iteration 14Q: 3 clusters Score -41383.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -41392.207031 Penalty: 640.129333
	Iteration 15Q: 3 clusters Score -41392.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -41401.343750 Penalty: 640.129333
	Iteration 16Q: 3 clusters Score -41401.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -41407.343750 Penalty: 640.129333
	Iteration 17Q: 3 clusters Score -41407.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -41409.894531 Penalty: 640.129333
	Iteration 18Q: 3 clusters Score -41409.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -41410.449219 Penalty: 640.129333
	Iteration 19Q: 3 clusters Score -41410.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -41411.371094 Penalty: 640.129333
	Iteration 20F: 3 clusters Score -41411.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -41412.554688 Penalty: 640.129333
	Iteration 21Q: 3 clusters Score -41412.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -41413.546875 Penalty: 640.129333
	Iteration 22Q: 3 clusters Score -41413.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -41414.410156 Penalty: 640.129333
	Iteration 23Q: 3 clusters Score -41414.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -41414.750000 Penalty: 640.129333
	Iteration 24Q: 3 clusters Score -41414.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -41415.058594 Penalty: 640.129333
	Iteration 25Q: 3 clusters Score -41415.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -41416.066406 Penalty: 640.129333
	Iteration 26Q: 3 clusters Score -41416.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -41418.847656 Penalty: 640.129333
	Iteration 27Q: 3 clusters Score -41418.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -41420.683594 Penalty: 640.129333
	Iteration 28Q: 3 clusters Score -41420.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -41422.527344 Penalty: 640.129333
	Iteration 29Q: 3 clusters Score -41422.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -41434.246094 Penalty: 640.129333
	Iteration 30Q: 3 clusters Score -41434.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -41441.812500 Penalty: 640.129333
	Iteration 31Q: 3 clusters Score -41441.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -41444.230469 Penalty: 640.129333
	Iteration 32Q: 3 clusters Score -41444.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -41447.964844 Penalty: 640.129333
	Iteration 33Q: 3 clusters Score -41447.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -41454.296875 Penalty: 640.129333
	Iteration 34Q: 3 clusters Score -41454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -41460.476562 Penalty: 640.129333
	Iteration 35Q: 3 clusters Score -41460.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -41466.253906 Penalty: 640.129333
	Iteration 36Q: 3 clusters Score -41466.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -41471.425781 Penalty: 640.129333
	Iteration 37Q: 3 clusters Score -41471.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -41474.089844 Penalty: 640.129333
	Iteration 38Q: 3 clusters Score -41474.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -41474.585938 Penalty: 640.129333
	Iteration 39Q: 3 clusters Score -41474.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -41474.585938 Penalty: 640.129333
	Iteration 40F: 3 clusters Score -41474.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Entering Unmasked Estep 
Score: -4214818.000000 Penalty: 521.492737
	Iteration 0F: 2 clusters Score -4214818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -4150690.250000 Penalty: 1042.985474
	Iteration 0F: 3 clusters Score -4150690 nChanged 46342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4178701.000000 Penalty: 1042.985474
	Iteration 1F: 3 clusters Score -4178701 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -4180218.750000 Penalty: 1042.985474
	Iteration 2Q: 3 clusters Score -4180219 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4182981.250000 Penalty: 1042.985474
	Iteration 3F: 3 clusters Score -4182981 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4187608.500000 Penalty: 1042.985474
	Iteration 4F: 3 clusters Score -4187608 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4194757.500000 Penalty: 1042.985474
	Iteration 5F: 3 clusters Score -4194758 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4202325.500000 Penalty: 1042.985474
	Iteration 6F: 3 clusters Score -4202326 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4206911.500000 Penalty: 1042.985474
	Iteration 7F: 3 clusters Score -4206912 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4209530.000000 Penalty: 1042.985474
	Iteration 8Q: 3 clusters Score -4209530 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4211474.500000 Penalty: 1042.985474
	Iteration 9Q: 3 clusters Score -4211474 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4212733.000000 Penalty: 1042.985474
	Iteration 10Q: 3 clusters Score -4212733 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4213529.500000 Penalty: 1042.985474
	Iteration 11Q: 3 clusters Score -4213530 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4213931.000000 Penalty: 1042.985474
	Iteration 12Q: 3 clusters Score -4213931 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4214139.000000 Penalty: 1042.985474
	Iteration 13Q: 3 clusters Score -4214139 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4214226.000000 Penalty: 1042.985474
	Iteration 14Q: 3 clusters Score -4214226 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4214261.000000 Penalty: 1042.985474
	Iteration 15Q: 3 clusters Score -4214261 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4214300.500000 Penalty: 1042.985474
	Iteration 16Q: 3 clusters Score -4214300 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4214331.000000 Penalty: 1042.985474
	Iteration 17Q: 3 clusters Score -4214331 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4214367.500000 Penalty: 1042.985474
	Iteration 18Q: 3 clusters Score -4214368 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4214395.500000 Penalty: 1042.985474
	Iteration 19Q: 3 clusters Score -4214396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4214425.000000 Penalty: 1042.985474
	Iteration 20F: 3 clusters Score -4214425 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4214436.000000 Penalty: 1042.985474
	Iteration 21Q: 3 clusters Score -4214436 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4214450.500000 Penalty: 1042.985474
	Iteration 22Q: 3 clusters Score -4214450 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4214461.000000 Penalty: 1042.985474
	Iteration 23Q: 3 clusters Score -4214461 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4214467.500000 Penalty: 1042.985474
	Iteration 24Q: 3 clusters Score -4214468 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4214473.500000 Penalty: 1042.985474
	Iteration 25Q: 3 clusters Score -4214474 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4214469.500000 Penalty: 1042.985474
	Iteration 26Q: 3 clusters Score -4214470 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4214470.000000 Penalty: 1042.985474
	Iteration 27Q: 3 clusters Score -4214470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4214483.500000 Penalty: 1042.985474
	Iteration 28Q: 3 clusters Score -4214484 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4214500.000000 Penalty: 1042.985474
	Iteration 29Q: 3 clusters Score -4214500 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4214509.000000 Penalty: 1042.985474
	Iteration 30Q: 3 clusters Score -4214509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4214501.000000 Penalty: 1042.985474
	Iteration 31Q: 3 clusters Score -4214501 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4214510.000000 Penalty: 1042.985474
	Iteration 32Q: 3 clusters Score -4214510 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4214508.500000 Penalty: 1042.985474
	Iteration 33Q: 3 clusters Score -4214508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4214497.500000 Penalty: 1042.985474
	Iteration 34Q: 3 clusters Score -4214498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4214505.000000 Penalty: 1042.985474
	Iteration 35Q: 3 clusters Score -4214505 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4214507.000000 Penalty: 1042.985474
	Iteration 36Q: 3 clusters Score -4214507 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4214513.000000 Penalty: 1042.985474
	Iteration 37Q: 3 clusters Score -4214513 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4214520.000000 Penalty: 1042.985474
	Iteration 38Q: 3 clusters Score -4214520 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4214514.000000 Penalty: 1042.985474
	Iteration 39Q: 3 clusters Score -4214514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4214509.000000 Penalty: 1042.985474
	Iteration 40F: 3 clusters Score -4214509 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4214528.500000 Penalty: 1042.985474
	Iteration 41Q: 3 clusters Score -4214528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4214516.500000 Penalty: 1042.985474
	Iteration 42Q: 3 clusters Score -4214516 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1042.985474
	Iteration 43Q: 3 clusters Score -4214515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4214517.500000 Penalty: 1042.985474
	Iteration 44Q: 3 clusters Score -4214518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4214530.500000 Penalty: 1042.985474
	Iteration 45Q: 3 clusters Score -4214530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4214545.500000 Penalty: 1042.985474
	Iteration 46Q: 3 clusters Score -4214546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4214553.500000 Penalty: 1042.985474
	Iteration 47Q: 3 clusters Score -4214554 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4214546.500000 Penalty: 1042.985474
	Iteration 48Q: 3 clusters Score -4214546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4214545.500000 Penalty: 1042.985474
	Iteration 49Q: 3 clusters Score -4214546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4214545.500000 Penalty: 1042.985474
	Iteration 50Q: 3 clusters Score -4214546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4214538.500000 Penalty: 1042.985474
	Iteration 51Q: 3 clusters Score -4214538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4214534.000000 Penalty: 1042.985474
	Iteration 52Q: 3 clusters Score -4214534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4214544.500000 Penalty: 1042.985474
	Iteration 53Q: 3 clusters Score -4214544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4214537.000000 Penalty: 1042.985474
	Iteration 54Q: 3 clusters Score -4214537 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4214540.500000 Penalty: 1042.985474
	Iteration 55Q: 3 clusters Score -4214540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4214536.000000 Penalty: 1042.985474
	Iteration 56Q: 3 clusters Score -4214536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4214542.500000 Penalty: 1042.985474
	Iteration 57Q: 3 clusters Score -4214542 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4214553.000000 Penalty: 1042.985474
	Iteration 58Q: 3 clusters Score -4214553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4214560.500000 Penalty: 1042.985474
	Iteration 59Q: 3 clusters Score -4214560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4214556.000000 Penalty: 1042.985474
	Iteration 60F: 3 clusters Score -4214556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4214542.000000 Penalty: 1042.985474
	Iteration 61Q: 3 clusters Score -4214542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4214551.000000 Penalty: 1042.985474
	Iteration 62Q: 3 clusters Score -4214551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4214554.000000 Penalty: 1042.985474
	Iteration 63Q: 3 clusters Score -4214554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4214557.000000 Penalty: 1042.985474
	Iteration 64Q: 3 clusters Score -4214557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4214548.500000 Penalty: 1042.985474
	Iteration 65Q: 3 clusters Score -4214548 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4214560.000000 Penalty: 1042.985474
	Iteration 66Q: 3 clusters Score -4214560 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4214572.500000 Penalty: 1042.985474
	Iteration 67Q: 3 clusters Score -4214572 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4214582.000000 Penalty: 1042.985474
	Iteration 68Q: 3 clusters Score -4214582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4214585.500000 Penalty: 1042.985474
	Iteration 69Q: 3 clusters Score -4214586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4214573.500000 Penalty: 1042.985474
	Iteration 70Q: 3 clusters Score -4214574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4214564.000000 Penalty: 1042.985474
	Iteration 71Q: 3 clusters Score -4214564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4214562.000000 Penalty: 1042.985474
	Iteration 72Q: 3 clusters Score -4214562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4214566.000000 Penalty: 1042.985474
	Iteration 73Q: 3 clusters Score -4214566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4214565.000000 Penalty: 1042.985474
	Iteration 74Q: 3 clusters Score -4214565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4214546.000000 Penalty: 1042.985474
	Iteration 75Q: 3 clusters Score -4214546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4214554.500000 Penalty: 1042.985474
	Iteration 76Q: 3 clusters Score -4214554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4214558.000000 Penalty: 1042.985474
	Iteration 77Q: 3 clusters Score -4214558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4214550.500000 Penalty: 1042.985474
	Iteration 78Q: 3 clusters Score -4214550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4214571.500000 Penalty: 1042.985474
	Iteration 79Q: 3 clusters Score -4214572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4214558.000000 Penalty: 1042.985474
	Iteration 80F: 3 clusters Score -4214558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4214561.000000 Penalty: 1042.985474
	Iteration 81Q: 3 clusters Score -4214561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4214563.000000 Penalty: 1042.985474
	Iteration 82Q: 3 clusters Score -4214563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4214560.500000 Penalty: 1042.985474
	Iteration 83Q: 3 clusters Score -4214560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4214553.000000 Penalty: 1042.985474
	Iteration 84Q: 3 clusters Score -4214553 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4214560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4214550.500000 Penalty: 1042.985474
	Iteration 86Q: 3 clusters Score -4214550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4214543.000000 Penalty: 1042.985474
	Iteration 87Q: 3 clusters Score -4214543 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4214539.000000 Penalty: 1042.985474
	Iteration 88Q: 3 clusters Score -4214539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4214542.500000 Penalty: 1042.985474
	Iteration 89Q: 3 clusters Score -4214542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4214529.000000 Penalty: 1042.985474
	Iteration 90Q: 3 clusters Score -4214529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4214530.000000 Penalty: 1042.985474
	Iteration 91Q: 3 clusters Score -4214530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4214525.500000 Penalty: 1042.985474
	Iteration 92Q: 3 clusters Score -4214526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4214533.000000 Penalty: 1042.985474
	Iteration 93Q: 3 clusters Score -4214533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4214528.000000 Penalty: 1042.985474
	Iteration 94Q: 3 clusters Score -4214528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4214527.000000 Penalty: 1042.985474
	Iteration 95Q: 3 clusters Score -4214527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4214523.500000 Penalty: 1042.985474
	Iteration 96Q: 3 clusters Score -4214524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4214532.500000 Penalty: 1042.985474
	Iteration 97Q: 3 clusters Score -4214532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1042.985474
	Iteration 98Q: 3 clusters Score -4214515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4214524.500000 Penalty: 1042.985474
	Iteration 99Q: 3 clusters Score -4214524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4214522.500000 Penalty: 1042.985474
	Iteration 100F: 3 clusters Score -4214522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4214516.500000 Penalty: 1042.985474
	Iteration 101Q: 3 clusters Score -4214516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4214521.000000 Penalty: 1042.985474
	Iteration 102Q: 3 clusters Score -4214521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4214517.000000 Penalty: 1042.985474
	Iteration 103Q: 3 clusters Score -4214517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4214524.000000 Penalty: 1042.985474
	Iteration 104Q: 3 clusters Score -4214524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4214512.000000 Penalty: 1042.985474
	Iteration 105Q: 3 clusters Score -4214512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4214503.000000 Penalty: 1042.985474
	Iteration 106Q: 3 clusters Score -4214503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4214505.000000 Penalty: 1042.985474
	Iteration 107Q: 3 clusters Score -4214505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4214504.500000 Penalty: 1042.985474
	Iteration 108Q: 3 clusters Score -4214504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1042.985474
	Iteration 109Q: 3 clusters Score -4214515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4214518.000000 Penalty: 1042.985474
	Iteration 110Q: 3 clusters Score -4214518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -4214516.000000 Penalty: 1042.985474
	Iteration 111Q: 3 clusters Score -4214516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -4214516.500000 Penalty: 1042.985474
	Iteration 112Q: 3 clusters Score -4214516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4214520.500000 Penalty: 1042.985474
	Iteration 113Q: 3 clusters Score -4214520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4214517.000000 Penalty: 1042.985474
	Iteration 114Q: 3 clusters Score -4214517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4214502.500000 Penalty: 1042.985474
	Iteration 115Q: 3 clusters Score -4214502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4214501.500000 Penalty: 1042.985474
	Iteration 116Q: 3 clusters Score -4214502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4214495.000000 Penalty: 1042.985474
	Iteration 117Q: 3 clusters Score -4214495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4214502.000000 Penalty: 1042.985474
	Iteration 118Q: 3 clusters Score -4214502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4214509.500000 Penalty: 1042.985474
	Iteration 119Q: 3 clusters Score -4214510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4214507.000000 Penalty: 1042.985474
	Iteration 120F: 3 clusters Score -4214507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 1042.985474
	Iteration 121Q: 3 clusters Score -4214508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4214513.000000 Penalty: 1042.985474
	Iteration 122Q: 3 clusters Score -4214513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4214524.500000 Penalty: 1042.985474
	Iteration 123Q: 3 clusters Score -4214524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4214517.500000 Penalty: 1042.985474
	Iteration 124Q: 3 clusters Score -4214518 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1042.985474
	Iteration 125Q: 3 clusters Score -4214518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4214518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1042.985474
	Iteration 127Q: 3 clusters Score -4214515 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4214521.000000 Penalty: 1042.985474
	Iteration 128Q: 3 clusters Score -4214521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4214512.500000 Penalty: 1042.985474
	Iteration 129Q: 3 clusters Score -4214512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4214506.500000 Penalty: 1042.985474
	Iteration 130Q: 3 clusters Score -4214506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4214498.500000 Penalty: 1042.985474
	Iteration 131Q: 3 clusters Score -4214498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4214491.500000 Penalty: 1042.985474
	Iteration 132Q: 3 clusters Score -4214492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4214483.500000 Penalty: 1042.985474
	Iteration 133Q: 3 clusters Score -4214484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4214483 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4214482.000000 Penalty: 1042.985474
	Iteration 135Q: 3 clusters Score -4214482 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4214489.500000 Penalty: 1042.985474
	Iteration 136Q: 3 clusters Score -4214490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4214484.000000 Penalty: 1042.985474
	Iteration 137Q: 3 clusters Score -4214484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4214492.500000 Penalty: 1042.985474
	Iteration 138Q: 3 clusters Score -4214492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -4214481.500000 Penalty: 1042.985474
	Iteration 139Q: 3 clusters Score -4214482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4214472.000000 Penalty: 1042.985474
	Iteration 140F: 3 clusters Score -4214472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4214471.000000 Penalty: 1042.985474
	Iteration 141Q: 3 clusters Score -4214471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4214478.500000 Penalty: 1042.985474
	Iteration 142Q: 3 clusters Score -4214478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4214476 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4214486 nChanged 92
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Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4214486 nChanged 83
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Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4214490 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4214488 nChanged 78
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Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4214496 nChanged 85
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Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4214490 nChanged 69
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Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4214480 nChanged 77
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Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4214475 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4214471 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4214475 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4214468 nChanged 70
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Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4214468 nChanged 72
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Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4214468 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4214468 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4214462 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4214450 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4214456 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4214451 nChanged 74
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Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4214454 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4214450 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4214450 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4214446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4214446 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4214446 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4214432 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4214421 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4214432 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4214418 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4214410 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4214422 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4214424 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4214427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4214428.000000 Penalty: 1042.985474
	Iteration 180F: 3 clusters Score -4214428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4214430.500000 Penalty: 1042.985474
	Iteration 181Q: 3 clusters Score -4214430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4214429.500000 Penalty: 1042.985474
	Iteration 182Q: 3 clusters Score -4214430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4214435.000000 Penalty: 1042.985474
	Iteration 183Q: 3 clusters Score -4214435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4214433.000000 Penalty: 1042.985474
	Iteration 184Q: 3 clusters Score -4214433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4214423.500000 Penalty: 1042.985474
	Iteration 185Q: 3 clusters Score -4214424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4214418.500000 Penalty: 1042.985474
	Iteration 186Q: 3 clusters Score -4214418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4214411.500000 Penalty: 1042.985474
	Iteration 187Q: 3 clusters Score -4214412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4214408.500000 Penalty: 1042.985474
	Iteration 188Q: 3 clusters Score -4214408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4214410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4214408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4214407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4214399.000000 Penalty: 1042.985474
	Iteration 192Q: 3 clusters Score -4214399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4214400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4214403.500000 Penalty: 1042.985474
	Iteration 194Q: 3 clusters Score -4214404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4214401.000000 Penalty: 1042.985474
	Iteration 195Q: 3 clusters Score -4214401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4214402.000000 Penalty: 1042.985474
	Iteration 196Q: 3 clusters Score -4214402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4214399.500000 Penalty: 1042.985474
	Iteration 197Q: 3 clusters Score -4214400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4214393.000000 Penalty: 1042.985474
	Iteration 198Q: 3 clusters Score -4214393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4214389.000000 Penalty: 1042.985474
	Iteration 199Q: 3 clusters Score -4214389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4214394.000000 Penalty: 1042.985474
	Iteration 200F: 3 clusters Score -4214394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4214395.500000 Penalty: 1042.985474
	Iteration 201Q: 3 clusters Score -4214396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -4214392.500000 Penalty: 1042.985474
	Iteration 202Q: 3 clusters Score -4214392 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4214392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4214395.000000 Penalty: 1042.985474
	Iteration 204Q: 3 clusters Score -4214395 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4214396.500000 Penalty: 1042.985474
	Iteration 205Q: 3 clusters Score -4214396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4214401.000000 Penalty: 1042.985474
	Iteration 206Q: 3 clusters Score -4214401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4214394.500000 Penalty: 1042.985474
	Iteration 207Q: 3 clusters Score -4214394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4214392.500000 Penalty: 1042.985474
	Iteration 208Q: 3 clusters Score -4214392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4214392.500000 Penalty: 1042.985474
	Iteration 209Q: 3 clusters Score -4214392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -4214395.000000 Penalty: 1042.985474
	Iteration 210Q: 3 clusters Score -4214395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4214394.500000 Penalty: 1042.985474
	Iteration 211Q: 3 clusters Score -4214394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4214393.500000 Penalty: 1042.985474
	Iteration 212Q: 3 clusters Score -4214394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4214397.000000 Penalty: 1042.985474
	Iteration 213Q: 3 clusters Score -4214397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4214397.500000 Penalty: 1042.985474
	Iteration 214Q: 3 clusters Score -4214398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4214396.000000 Penalty: 1042.985474
	Iteration 215Q: 3 clusters Score -4214396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4214403.000000 Penalty: 1042.985474
	Iteration 216Q: 3 clusters Score -4214403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4214406.500000 Penalty: 1042.985474
	Iteration 217Q: 3 clusters Score -4214406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4214407.000000 Penalty: 1042.985474
	Iteration 218Q: 3 clusters Score -4214407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4214405.500000 Penalty: 1042.985474
	Iteration 219Q: 3 clusters Score -4214406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4214400.500000 Penalty: 1042.985474
	Iteration 220F: 3 clusters Score -4214400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4214400.000000 Penalty: 1042.985474
	Iteration 221Q: 3 clusters Score -4214400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4214395.500000 Penalty: 1042.985474
	Iteration 222Q: 3 clusters Score -4214396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4214394.000000 Penalty: 1042.985474
	Iteration 223Q: 3 clusters Score -4214394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4214395.000000 Penalty: 1042.985474
	Iteration 224Q: 3 clusters Score -4214395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4214398.500000 Penalty: 1042.985474
	Iteration 225Q: 3 clusters Score -4214398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4214396.000000 Penalty: 1042.985474
	Iteration 226Q: 3 clusters Score -4214396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4214394.000000 Penalty: 1042.985474
	Iteration 227Q: 3 clusters Score -4214394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4214396 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 229F: 3 clusters Score -4214396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -410085.406250 Penalty: 416.722290
	Iteration 0F: 2 clusters Score -410085.4 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 4733 members 
Entering Unmasked Estep 
Score: -403764.250000 Penalty: 833.444580
	Iteration 0F: 3 clusters Score -403764.2 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -406128.812500 Penalty: 833.444580
	Iteration 1F: 3 clusters Score -406128.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -406252.312500 Penalty: 833.444580
	Iteration 2Q: 3 clusters Score -406252.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -406387.656250 Penalty: 833.444580
	Iteration 3Q: 3 clusters Score -406387.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -406542.437500 Penalty: 833.444580
	Iteration 4Q: 3 clusters Score -406542.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -406753.218750 Penalty: 833.444580
	Iteration 5Q: 3 clusters Score -406753.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -407100.156250 Penalty: 833.444580
	Iteration 6Q: 3 clusters Score -407100.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -407593.062500 Penalty: 833.444580
	Iteration 7F: 3 clusters Score -407593.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -408000.562500 Penalty: 833.444580
	Iteration 8F: 3 clusters Score -408000.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -408180.875000 Penalty: 833.444580
	Iteration 9Q: 3 clusters Score -408180.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -408256.437500 Penalty: 833.444580
	Iteration 10Q: 3 clusters Score -408256.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -408310.125000 Penalty: 833.444580
	Iteration 11Q: 3 clusters Score -408310.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -408375.875000 Penalty: 833.444580
	Iteration 12Q: 3 clusters Score -408375.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -408446.000000 Penalty: 833.444580
	Iteration 13Q: 3 clusters Score -408446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -408556.781250 Penalty: 833.444580
	Iteration 14Q: 3 clusters Score -408556.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -408672.843750 Penalty: 833.444580
	Iteration 15Q: 3 clusters Score -408672.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -408790.093750 Penalty: 833.444580
	Iteration 16Q: 3 clusters Score -408790.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -408898.187500 Penalty: 833.444580
	Iteration 17Q: 3 clusters Score -408898.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -408996.718750 Penalty: 833.444580
	Iteration 18Q: 3 clusters Score -408996.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -409101.500000 Penalty: 833.444580
	Iteration 19Q: 3 clusters Score -409101.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -409220.562500 Penalty: 833.444580
	Iteration 20F: 3 clusters Score -409220.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -409340.093750 Penalty: 833.444580
	Iteration 21Q: 3 clusters Score -409340.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -409441.437500 Penalty: 833.444580
	Iteration 22Q: 3 clusters Score -409441.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -409545.593750 Penalty: 833.444580
	Iteration 23Q: 3 clusters Score -409545.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -409639.718750 Penalty: 833.444580
	Iteration 24Q: 3 clusters Score -409639.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -409740.812500 Penalty: 833.444580
	Iteration 25Q: 3 clusters Score -409740.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -409827.187500 Penalty: 833.444580
	Iteration 26Q: 3 clusters Score -409827.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -409865.468750 Penalty: 833.444580
	Iteration 27Q: 3 clusters Score -409865.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -409885.562500 Penalty: 833.444580
	Iteration 28Q: 3 clusters Score -409885.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -409890.968750 Penalty: 833.444580
	Iteration 29Q: 3 clusters Score -409891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -409893.750000 Penalty: 833.444580
	Iteration 30Q: 3 clusters Score -409893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -409895.531250 Penalty: 833.444580
	Iteration 31Q: 3 clusters Score -409895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -409895.750000 Penalty: 833.444580
	Iteration 32Q: 3 clusters Score -409895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -409895.906250 Penalty: 833.444580
	Iteration 33Q: 3 clusters Score -409895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -409895.937500 Penalty: 833.444580
	Iteration 34Q: 3 clusters Score -409895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -409895.437500 Penalty: 833.444580
	Iteration 35Q: 3 clusters Score -409895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -409895.843750 Penalty: 833.444580
	Iteration 36Q: 3 clusters Score -409895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -409896.031250 Penalty: 833.444580
	Iteration 37Q: 3 clusters Score -409896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -409896.468750 Penalty: 833.444580
	Iteration 38Q: 3 clusters Score -409896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -409897.687500 Penalty: 833.444580
	Iteration 39Q: 3 clusters Score -409897.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -409899.562500 Penalty: 833.444580
	Iteration 40F: 3 clusters Score -409899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -409899.593750 Penalty: 833.444580
	Iteration 41Q: 3 clusters Score -409899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -409900.250000 Penalty: 833.444580
	Iteration 42Q: 3 clusters Score -409900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -409899.906250 Penalty: 833.444580
	Iteration 43Q: 3 clusters Score -409899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -409900.156250 Penalty: 833.444580
	Iteration 44Q: 3 clusters Score -409900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -409900.781250 Penalty: 833.444580
	Iteration 45Q: 3 clusters Score -409900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -409902.250000 Penalty: 833.444580
	Iteration 46Q: 3 clusters Score -409902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -409902.062500 Penalty: 833.444580
	Iteration 47Q: 3 clusters Score -409902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -409902.500000 Penalty: 833.444580
	Iteration 48Q: 3 clusters Score -409902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -409902.187500 Penalty: 833.444580
	Iteration 49Q: 3 clusters Score -409902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -409902.718750 Penalty: 833.444580
	Iteration 50Q: 3 clusters Score -409902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -409902.718750 Penalty: 833.444580
	Iteration 51F: 3 clusters Score -409902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Entering Unmasked Estep 
Score: -872140.562500 Penalty: 451.487396
	Iteration 0F: 2 clusters Score -872140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -858623.687500 Penalty: 902.974792
	Iteration 0F: 3 clusters Score -858623.7 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -865011.312500 Penalty: 902.974792
	Iteration 1F: 3 clusters Score -865011.3 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -866171.125000 Penalty: 902.974792
	Iteration 2F: 3 clusters Score -866171.1 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -867800.625000 Penalty: 902.974792
	Iteration 3F: 3 clusters Score -867800.6 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -869486.437500 Penalty: 902.974792
	Iteration 4F: 3 clusters Score -869486.4 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -870821.687500 Penalty: 902.974792
	Iteration 5F: 3 clusters Score -870821.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -871476.500000 Penalty: 902.974792
	Iteration 6Q: 3 clusters Score -871476.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -871615.937500 Penalty: 902.974792
	Iteration 7Q: 3 clusters Score -871615.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -871702.875000 Penalty: 902.974792
	Iteration 8Q: 3 clusters Score -871702.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -871773.687500 Penalty: 902.974792
	Iteration 9Q: 3 clusters Score -871773.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -871833.375000 Penalty: 902.974792
	Iteration 10Q: 3 clusters Score -871833.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -871866.125000 Penalty: 902.974792
	Iteration 11Q: 3 clusters Score -871866.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -871895.562500 Penalty: 902.974792
	Iteration 12Q: 3 clusters Score -871895.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -871914.812500 Penalty: 902.974792
	Iteration 13Q: 3 clusters Score -871914.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -871931.375000 Penalty: 902.974792
	Iteration 14Q: 3 clusters Score -871931.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -871941.687500 Penalty: 902.974792
	Iteration 15Q: 3 clusters Score -871941.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -871953.625000 Penalty: 902.974792
	Iteration 16Q: 3 clusters Score -871953.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -871958.125000 Penalty: 902.974792
	Iteration 17Q: 3 clusters Score -871958.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -871971.375000 Penalty: 902.974792
	Iteration 18Q: 3 clusters Score -871971.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -871981.812500 Penalty: 902.974792
	Iteration 19Q: 3 clusters Score -871981.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -871990.375000 Penalty: 902.974792
	Iteration 20F: 3 clusters Score -871990.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -871996.750000 Penalty: 902.974792
	Iteration 21Q: 3 clusters Score -871996.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -872006.312500 Penalty: 902.974792
	Iteration 22Q: 3 clusters Score -872006.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -872013.812500 Penalty: 902.974792
	Iteration 23Q: 3 clusters Score -872013.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -872015.500000 Penalty: 902.974792
	Iteration 24Q: 3 clusters Score -872015.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -872021.562500 Penalty: 902.974792
	Iteration 25Q: 3 clusters Score -872021.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -872027.812500 Penalty: 902.974792
	Iteration 26Q: 3 clusters Score -872027.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -872034.250000 Penalty: 902.974792
	Iteration 27Q: 3 clusters Score -872034.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -872040.750000 Penalty: 902.974792
	Iteration 28Q: 3 clusters Score -872040.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -872048.812500 Penalty: 902.974792
	Iteration 29Q: 3 clusters Score -872048.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -872054.625000 Penalty: 902.974792
	Iteration 30Q: 3 clusters Score -872054.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -872061.187500 Penalty: 902.974792
	Iteration 31Q: 3 clusters Score -872061.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -872065.187500 Penalty: 902.974792
	Iteration 32Q: 3 clusters Score -872065.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -872069.000000 Penalty: 902.974792
	Iteration 33Q: 3 clusters Score -872069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -872070.250000 Penalty: 902.974792
	Iteration 34Q: 3 clusters Score -872070.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -872077.937500 Penalty: 902.974792
	Iteration 35Q: 3 clusters Score -872077.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -872079.937500 Penalty: 902.974792
	Iteration 36Q: 3 clusters Score -872079.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -872082.875000 Penalty: 902.974792
	Iteration 37Q: 3 clusters Score -872082.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -872086.937500 Penalty: 902.974792
	Iteration 38Q: 3 clusters Score -872086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -872090.500000 Penalty: 902.974792
	Iteration 39Q: 3 clusters Score -872090.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -872092.375000 Penalty: 902.974792
	Iteration 40F: 3 clusters Score -872092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -872094.375000 Penalty: 902.974792
	Iteration 41Q: 3 clusters Score -872094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -872097.000000 Penalty: 902.974792
	Iteration 42Q: 3 clusters Score -872097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -872097.250000 Penalty: 902.974792
	Iteration 43Q: 3 clusters Score -872097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -872095.562500 Penalty: 902.974792
	Iteration 44Q: 3 clusters Score -872095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -872097.000000 Penalty: 902.974792
	Iteration 45Q: 3 clusters Score -872097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -872095.500000 Penalty: 902.974792
	Iteration 46Q: 3 clusters Score -872095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -872096.312500 Penalty: 902.974792
	Iteration 47Q: 3 clusters Score -872096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -872096.875000 Penalty: 902.974792
	Iteration 48Q: 3 clusters Score -872096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -872097.687500 Penalty: 902.974792
	Iteration 49Q: 3 clusters Score -872097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -872097.375000 Penalty: 902.974792
	Iteration 50Q: 3 clusters Score -872097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -872098.937500 Penalty: 902.974792
	Iteration 51Q: 3 clusters Score -872098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -872099.812500 Penalty: 902.974792
	Iteration 52Q: 3 clusters Score -872099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -872100.000000 Penalty: 902.974792
	Iteration 53Q: 3 clusters Score -872100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -872098.875000 Penalty: 902.974792
	Iteration 54Q: 3 clusters Score -872098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -872098.500000 Penalty: 902.974792
	Iteration 55Q: 3 clusters Score -872098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -872098.500000 Penalty: 902.974792
	Iteration 56F: 3 clusters Score -872098.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (316322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316322 members 
Entering Unmasked Estep 
Score: -14071267.000000 Penalty: 576.235474
	Iteration 0F: 2 clusters Score -1.407127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -13864604.000000 Penalty: 1152.470947
	Iteration 0F: 3 clusters Score -1.38646e+07 nChanged 156198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122666 members 
Mstep: Class 2 contains 193656 members 
Entering Unmasked Estep 
Score: -13970155.000000 Penalty: 1152.470947
	Iteration 1F: 3 clusters Score -1.397016e+07 nChanged 21053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 211957 members 
Entering Unmasked Estep 
Score: -13981822.000000 Penalty: 1152.470947
	Iteration 2F: 3 clusters Score -1.398182e+07 nChanged 23894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 234495 members 
Entering Unmasked Estep 
Score: -13998793.000000 Penalty: 1152.470947
	Iteration 3F: 3 clusters Score -1.399879e+07 nChanged 25353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 259462 members 
Entering Unmasked Estep 
Score: -14020811.000000 Penalty: 1152.470947
	Iteration 4F: 3 clusters Score -1.402081e+07 nChanged 23709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 283125 members 
Entering Unmasked Estep 
Score: -14044191.000000 Penalty: 1152.470947
	Iteration 5F: 3 clusters Score -1.404419e+07 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 300898 members 
Entering Unmasked Estep 
Score: -14060178.000000 Penalty: 1152.470947
	Iteration 6F: 3 clusters Score -1.406018e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 311199 members 
Entering Unmasked Estep 
Score: -14067747.000000 Penalty: 1152.470947
	Iteration 7Q: 3 clusters Score -1.406775e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 314934 members 
Entering Unmasked Estep 
Score: -14069952.000000 Penalty: 1152.470947
	Iteration 8Q: 3 clusters Score -1.406995e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 315878 members 
Entering Unmasked Estep 
Score: -14070448.000000 Penalty: 1152.470947
	Iteration 9Q: 3 clusters Score -1.407045e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 316110 members 
Entering Unmasked Estep 
Score: -14070658.000000 Penalty: 1152.470947
	Iteration 10Q: 3 clusters Score -1.407066e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316151 members 
Entering Unmasked Estep 
Score: -14070732.000000 Penalty: 1152.470947
	Iteration 11Q: 3 clusters Score -1.407073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 316162 members 
Entering Unmasked Estep 
Score: -14070791.000000 Penalty: 1152.470947
	Iteration 12Q: 3 clusters Score -1.407079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316151 members 
Entering Unmasked Estep 
Score: -14070850.000000 Penalty: 1152.470947
	Iteration 13Q: 3 clusters Score -1.407085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316132 members 
Entering Unmasked Estep 
Score: -14070891.000000 Penalty: 1152.470947
	Iteration 14Q: 3 clusters Score -1.407089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316117 members 
Entering Unmasked Estep 
Score: -14070931.000000 Penalty: 1152.470947
	Iteration 15Q: 3 clusters Score -1.407093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 316102 members 
Entering Unmasked Estep 
Score: -14070945.000000 Penalty: 1152.470947
	Iteration 16Q: 3 clusters Score -1.407094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 316087 members 
Entering Unmasked Estep 
Score: -14070942.000000 Penalty: 1152.470947
	Iteration 17Q: 3 clusters Score -1.407094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316073 members 
Entering Unmasked Estep 
Score: -14070935.000000 Penalty: 1152.470947
	Iteration 18Q: 3 clusters Score -1.407094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316052 members 
Entering Unmasked Estep 
Score: -14070955.000000 Penalty: 1152.470947
	Iteration 19Q: 3 clusters Score -1.407096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316033 members 
Entering Unmasked Estep 
Score: -14070952.000000 Penalty: 1152.470947
	Iteration 20F: 3 clusters Score -1.407095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316019 members 
Entering Unmasked Estep 
Score: -14070966.000000 Penalty: 1152.470947
	Iteration 21Q: 3 clusters Score -1.407097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 316002 members 
Entering Unmasked Estep 
Score: -14070966.000000 Penalty: 1152.470947
	Iteration 22Q: 3 clusters Score -1.407097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315982 members 
Entering Unmasked Estep 
Score: -14070993.000000 Penalty: 1152.470947
	Iteration 23Q: 3 clusters Score -1.407099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 315968 members 
Entering Unmasked Estep 
Score: -14071002.000000 Penalty: 1152.470947
	Iteration 24Q: 3 clusters Score -1.4071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 315959 members 
Entering Unmasked Estep 
Score: -14071016.000000 Penalty: 1152.470947
	Iteration 25Q: 3 clusters Score -1.407102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 315948 members 
Entering Unmasked Estep 
Score: -14071013.000000 Penalty: 1152.470947
	Iteration 26Q: 3 clusters Score -1.407101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 315943 members 
Entering Unmasked Estep 
Score: -14071007.000000 Penalty: 1152.470947
	Iteration 27Q: 3 clusters Score -1.407101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 315937 members 
Entering Unmasked Estep 
Score: -14071021.000000 Penalty: 1152.470947
	Iteration 28Q: 3 clusters Score -1.407102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 315933 members 
Entering Unmasked Estep 
Score: -14071028.000000 Penalty: 1152.470947
	Iteration 29Q: 3 clusters Score -1.407103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315928 members 
Entering Unmasked Estep 
Score: -14071039.000000 Penalty: 1152.470947
	Iteration 30Q: 3 clusters Score -1.407104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 315924 members 
Entering Unmasked Estep 
Score: -14071034.000000 Penalty: 1152.470947
	Iteration 31Q: 3 clusters Score -1.407103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 315919 members 
Entering Unmasked Estep 
Score: -14071036.000000 Penalty: 1152.470947
	Iteration 32Q: 3 clusters Score -1.407104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 315915 members 
Entering Unmasked Estep 
Score: -14071033.000000 Penalty: 1152.470947
	Iteration 33Q: 3 clusters Score -1.407103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 315912 members 
Entering Unmasked Estep 
Score: -14071034.000000 Penalty: 1152.470947
	Iteration 34Q: 3 clusters Score -1.407103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 315910 members 
Entering Unmasked Estep 
Score: -14071040.000000 Penalty: 1152.470947
	Iteration 35Q: 3 clusters Score -1.407104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315908 members 
Entering Unmasked Estep 
Score: -14071042.000000 Penalty: 1152.470947
	Iteration 36Q: 3 clusters Score -1.407104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 315907 members 
Entering Unmasked Estep 
Score: -14071040.000000 Penalty: 1152.470947
	Iteration 37Q: 3 clusters Score -1.407104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 315907 members 
Entering Unmasked Estep 
Score: -14071040.000000 Penalty: 1152.470947
	Iteration 38F: 3 clusters Score -1.407104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Entering Unmasked Estep 
Score: -410534.437500 Penalty: 416.462830
	Iteration 0F: 2 clusters Score -410534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -404240.906250 Penalty: 832.925659
	Iteration 0F: 3 clusters Score -404240.9 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -406860.468750 Penalty: 832.925659
	Iteration 1F: 3 clusters Score -406860.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -407274.531250 Penalty: 832.925659
	Iteration 2F: 3 clusters Score -407274.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -407877.125000 Penalty: 832.925659
	Iteration 3F: 3 clusters Score -407877.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -408602.593750 Penalty: 832.925659
	Iteration 4F: 3 clusters Score -408602.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -409249.250000 Penalty: 832.925659
	Iteration 5F: 3 clusters Score -409249.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -409707.187500 Penalty: 832.925659
	Iteration 6Q: 3 clusters Score -409707.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -409962.625000 Penalty: 832.925659
	Iteration 7Q: 3 clusters Score -409962.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -410069.937500 Penalty: 832.925659
	Iteration 8Q: 3 clusters Score -410069.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -410119.625000 Penalty: 832.925659
	Iteration 9Q: 3 clusters Score -410119.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -410145.031250 Penalty: 832.925659
	Iteration 10Q: 3 clusters Score -410145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -410159.625000 Penalty: 832.925659
	Iteration 11Q: 3 clusters Score -410159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -410166.406250 Penalty: 832.925659
	Iteration 12Q: 3 clusters Score -410166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -410171.187500 Penalty: 832.925659
	Iteration 13Q: 3 clusters Score -410171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -410175.906250 Penalty: 832.925659
	Iteration 14Q: 3 clusters Score -410175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -410181.437500 Penalty: 832.925659
	Iteration 15Q: 3 clusters Score -410181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -410190.437500 Penalty: 832.925659
	Iteration 16Q: 3 clusters Score -410190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -410196.625000 Penalty: 832.925659
	Iteration 17Q: 3 clusters Score -410196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -410200.812500 Penalty: 832.925659
	Iteration 18Q: 3 clusters Score -410200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -410202.562500 Penalty: 832.925659
	Iteration 19Q: 3 clusters Score -410202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -410205.312500 Penalty: 832.925659
	Iteration 20F: 3 clusters Score -410205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -410206.093750 Penalty: 832.925659
	Iteration 21Q: 3 clusters Score -410206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -410206.843750 Penalty: 832.925659
	Iteration 22Q: 3 clusters Score -410206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -410208.656250 Penalty: 832.925659
	Iteration 23Q: 3 clusters Score -410208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -410209.000000 Penalty: 832.925659
	Iteration 24Q: 3 clusters Score -410209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -410209.000000 Penalty: 832.925659
	Iteration 25F: 3 clusters Score -410209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Entering Unmasked Estep 
Score: -2212531.000000 Penalty: 492.515961
	Iteration 0F: 2 clusters Score -2212531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -2178785.000000 Penalty: 985.031921
	Iteration 0F: 3 clusters Score -2178785 nChanged 24279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2192754.500000 Penalty: 985.031921
	Iteration 1F: 3 clusters Score -2192754 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2193194.000000 Penalty: 985.031921
	Iteration 2Q: 3 clusters Score -2193194 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2193821.000000 Penalty: 985.031921
	Iteration 3Q: 3 clusters Score -2193821 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2194734.250000 Penalty: 985.031921
	Iteration 4Q: 3 clusters Score -2194734 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2196012.750000 Penalty: 985.031921
	Iteration 5F: 3 clusters Score -2196013 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2197988.750000 Penalty: 985.031921
	Iteration 6F: 3 clusters Score -2197989 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2200986.750000 Penalty: 985.031921
	Iteration 7F: 3 clusters Score -2200987 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2204575.750000 Penalty: 985.031921
	Iteration 8F: 3 clusters Score -2204576 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2207772.750000 Penalty: 985.031921
	Iteration 9F: 3 clusters Score -2207773 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2209844.250000 Penalty: 985.031921
	Iteration 10Q: 3 clusters Score -2209844 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2211021.750000 Penalty: 985.031921
	Iteration 11Q: 3 clusters Score -2211022 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2211593.500000 Penalty: 985.031921
	Iteration 12Q: 3 clusters Score -2211594 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2211868.250000 Penalty: 985.031921
	Iteration 13Q: 3 clusters Score -2211868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2211986.250000 Penalty: 985.031921
	Iteration 14Q: 3 clusters Score -2211986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2212054.500000 Penalty: 985.031921
	Iteration 15Q: 3 clusters Score -2212054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2212091.750000 Penalty: 985.031921
	Iteration 16Q: 3 clusters Score -2212092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2212121.000000 Penalty: 985.031921
	Iteration 17Q: 3 clusters Score -2212121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2212133.250000 Penalty: 985.031921
	Iteration 18Q: 3 clusters Score -2212133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2212145.250000 Penalty: 985.031921
	Iteration 19Q: 3 clusters Score -2212145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2212149.500000 Penalty: 985.031921
	Iteration 20F: 3 clusters Score -2212150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2212148.750000 Penalty: 985.031921
	Iteration 21Q: 3 clusters Score -2212149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2212149.750000 Penalty: 985.031921
	Iteration 22Q: 3 clusters Score -2212150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2212150.500000 Penalty: 985.031921
	Iteration 23Q: 3 clusters Score -2212150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2212154.250000 Penalty: 985.031921
	Iteration 24Q: 3 clusters Score -2212154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2212153.000000 Penalty: 985.031921
	Iteration 25Q: 3 clusters Score -2212153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2212151.750000 Penalty: 985.031921
	Iteration 26Q: 3 clusters Score -2212152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2212151.750000 Penalty: 985.031921
	Iteration 27F: 3 clusters Score -2212152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (95505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Entering Unmasked Estep 
Score: -4300767.500000 Penalty: 521.745483
	Iteration 0F: 2 clusters Score -4300768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -4236234.000000 Penalty: 1043.490967
	Iteration 0F: 3 clusters Score -4236234 nChanged 46697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4264430.500000 Penalty: 1043.490967
	Iteration 1F: 3 clusters Score -4264430 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -4265193.000000 Penalty: 1043.490967
	Iteration 2Q: 3 clusters Score -4265193 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -4266222.000000 Penalty: 1043.490967
	Iteration 3Q: 3 clusters Score -4266222 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -4267744.500000 Penalty: 1043.490967
	Iteration 4Q: 3 clusters Score -4267744 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -4270332.000000 Penalty: 1043.490967
	Iteration 5Q: 3 clusters Score -4270332 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -4274542.500000 Penalty: 1043.490967
	Iteration 6F: 3 clusters Score -4274542 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -4279352.000000 Penalty: 1043.490967
	Iteration 7F: 3 clusters Score -4279352 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -4281883.000000 Penalty: 1043.490967
	Iteration 8F: 3 clusters Score -4281883 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4282507.000000 Penalty: 1043.490967
	Iteration 9Q: 3 clusters Score -4282507 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -4282685.500000 Penalty: 1043.490967
	Iteration 10Q: 3 clusters Score -4282686 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4282779.500000 Penalty: 1043.490967
	Iteration 11Q: 3 clusters Score -4282780 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -4282880.500000 Penalty: 1043.490967
	Iteration 12Q: 3 clusters Score -4282880 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4283043.500000 Penalty: 1043.490967
	Iteration 13Q: 3 clusters Score -4283044 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4283192.500000 Penalty: 1043.490967
	Iteration 14Q: 3 clusters Score -4283192 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4283358.500000 Penalty: 1043.490967
	Iteration 15Q: 3 clusters Score -4283358 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -4283588.000000 Penalty: 1043.490967
	Iteration 16Q: 3 clusters Score -4283588 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4283845.000000 Penalty: 1043.490967
	Iteration 17Q: 3 clusters Score -4283845 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4284109.000000 Penalty: 1043.490967
	Iteration 18Q: 3 clusters Score -4284109 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4284458.000000 Penalty: 1043.490967
	Iteration 19Q: 3 clusters Score -4284458 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4284877.500000 Penalty: 1043.490967
	Iteration 20F: 3 clusters Score -4284878 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4285366.000000 Penalty: 1043.490967
	Iteration 21Q: 3 clusters Score -4285366 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4285939.000000 Penalty: 1043.490967
	Iteration 22Q: 3 clusters Score -4285939 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4286556.500000 Penalty: 1043.490967
	Iteration 23Q: 3 clusters Score -4286556 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4287316.500000 Penalty: 1043.490967
	Iteration 24Q: 3 clusters Score -4287316 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4288240.500000 Penalty: 1043.490967
	Iteration 25Q: 3 clusters Score -4288240 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4289240.500000 Penalty: 1043.490967
	Iteration 26Q: 3 clusters Score -4289240 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4290389.000000 Penalty: 1043.490967
	Iteration 27Q: 3 clusters Score -4290389 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4291607.000000 Penalty: 1043.490967
	Iteration 28Q: 3 clusters Score -4291607 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -4292859.000000 Penalty: 1043.490967
	Iteration 29Q: 3 clusters Score -4292859 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4294150.500000 Penalty: 1043.490967
	Iteration 30Q: 3 clusters Score -4294150 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4295350.000000 Penalty: 1043.490967
	Iteration 31Q: 3 clusters Score -4295350 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4296533.000000 Penalty: 1043.490967
	Iteration 32Q: 3 clusters Score -4296533 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4297564.500000 Penalty: 1043.490967
	Iteration 33Q: 3 clusters Score -4297564 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4298427.000000 Penalty: 1043.490967
	Iteration 34Q: 3 clusters Score -4298427 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4299033.500000 Penalty: 1043.490967
	Iteration 35Q: 3 clusters Score -4299034 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4299462.500000 Penalty: 1043.490967
	Iteration 36Q: 3 clusters Score -4299462 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4299742.500000 Penalty: 1043.490967
	Iteration 37Q: 3 clusters Score -4299742 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4299932.500000 Penalty: 1043.490967
	Iteration 38Q: 3 clusters Score -4299932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4300059.000000 Penalty: 1043.490967
	Iteration 39Q: 3 clusters Score -4300059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4300140.500000 Penalty: 1043.490967
	Iteration 40F: 3 clusters Score -4300140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4300200.500000 Penalty: 1043.490967
	Iteration 41Q: 3 clusters Score -4300200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4300224.000000 Penalty: 1043.490967
	Iteration 42Q: 3 clusters Score -4300224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4300243.500000 Penalty: 1043.490967
	Iteration 43Q: 3 clusters Score -4300244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4300262.000000 Penalty: 1043.490967
	Iteration 44Q: 3 clusters Score -4300262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4300273.500000 Penalty: 1043.490967
	Iteration 45Q: 3 clusters Score -4300274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4300285.500000 Penalty: 1043.490967
	Iteration 46Q: 3 clusters Score -4300286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4300294.000000 Penalty: 1043.490967
	Iteration 47Q: 3 clusters Score -4300294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4300307.000000 Penalty: 1043.490967
	Iteration 48Q: 3 clusters Score -4300307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4300311.000000 Penalty: 1043.490967
	Iteration 49Q: 3 clusters Score -4300311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4300315.000000 Penalty: 1043.490967
	Iteration 50Q: 3 clusters Score -4300315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4300319.000000 Penalty: 1043.490967
	Iteration 51Q: 3 clusters Score -4300319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4300322.500000 Penalty: 1043.490967
	Iteration 52Q: 3 clusters Score -4300322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4300322.500000 Penalty: 1043.490967
	Iteration 53Q: 3 clusters Score -4300322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4300324.000000 Penalty: 1043.490967
	Iteration 54Q: 3 clusters Score -4300324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4300326.500000 Penalty: 1043.490967
	Iteration 55Q: 3 clusters Score -4300326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4300326.500000 Penalty: 1043.490967
	Iteration 56F: 3 clusters Score -4300326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -35062.019531 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -35062.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34333.449219 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -34333.45 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -34539.988281 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -34539.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34594.011719 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -34594.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -34622.140625 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -34622.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34640.679688 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -34640.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34648.371094 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -34648.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34655.187500 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -34655.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -34660.691406 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -34660.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34666.625000 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -34666.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -34678.007812 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -34678.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -34695.695312 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -34695.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -34706.230469 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -34706.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -34711.453125 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -34711.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -34717.738281 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -34717.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -34721.496094 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -34721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -34725.261719 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -34725.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -34733.832031 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -34733.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -34744.058594 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -34744.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -34761.167969 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -34761.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -34771.843750 Penalty: 614.880859
	Iteration 19Q: 3 clusters Score -34771.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -34777.457031 Penalty: 614.880859
	Iteration 20F: 3 clusters Score -34777.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -34789.648438 Penalty: 614.880859
	Iteration 21Q: 3 clusters Score -34789.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -34792.433594 Penalty: 614.880859
	Iteration 22Q: 3 clusters Score -34792.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -34793.464844 Penalty: 614.880859
	Iteration 23Q: 3 clusters Score -34793.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34793.660156 Penalty: 614.880859
	Iteration 24Q: 3 clusters Score -34793.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -34793.660156 Penalty: 614.880859
	Iteration 25F: 3 clusters Score -34793.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (134673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134673 members 
Entering Unmasked Estep 
Score: -6002324.000000 Penalty: 537.382507
	Iteration 0F: 2 clusters Score -6002324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -5910754.000000 Penalty: 1074.765015
	Iteration 0F: 3 clusters Score -5910754 nChanged 65960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -5950873.500000 Penalty: 1074.765015
	Iteration 1F: 3 clusters Score -5950874 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -5952689.000000 Penalty: 1074.765015
	Iteration 2Q: 3 clusters Score -5952689 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -5955848.000000 Penalty: 1074.765015
	Iteration 3F: 3 clusters Score -5955848 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -5961523.000000 Penalty: 1074.765015
	Iteration 4F: 3 clusters Score -5961523 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -5970451.500000 Penalty: 1074.765015
	Iteration 5F: 3 clusters Score -5970452 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -5982153.500000 Penalty: 1074.765015
	Iteration 6F: 3 clusters Score -5982154 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -5992550.500000 Penalty: 1074.765015
	Iteration 7F: 3 clusters Score -5992550 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -5998898.500000 Penalty: 1074.765015
	Iteration 8Q: 3 clusters Score -5998898 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -6001297.000000 Penalty: 1074.765015
	Iteration 9Q: 3 clusters Score -6001297 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -6001722.500000 Penalty: 1074.765015
	Iteration 10Q: 3 clusters Score -6001722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -6001795.500000 Penalty: 1074.765015
	Iteration 11Q: 3 clusters Score -6001796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 134642 members 
Entering Unmasked Estep 
Score: -6001819.000000 Penalty: 1074.765015
	Iteration 12Q: 3 clusters Score -6001819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -6001824.500000 Penalty: 1074.765015
	Iteration 13Q: 3 clusters Score -6001824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -6001824.500000 Penalty: 1074.765015
	Iteration 14F: 3 clusters Score -6001824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Entering Unmasked Estep 
Score: -1221622.750000 Penalty: 465.455963
	Iteration 0F: 2 clusters Score -1221623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1203074.625000 Penalty: 930.911926
	Iteration 0F: 3 clusters Score -1203075 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1211260.500000 Penalty: 930.911926
	Iteration 1F: 3 clusters Score -1211260 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1211781.000000 Penalty: 930.911926
	Iteration 2Q: 3 clusters Score -1211781 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1212473.125000 Penalty: 930.911926
	Iteration 3Q: 3 clusters Score -1212473 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1213444.000000 Penalty: 930.911926
	Iteration 4F: 3 clusters Score -1213444 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1214675.000000 Penalty: 930.911926
	Iteration 5F: 3 clusters Score -1214675 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1215750.875000 Penalty: 930.911926
	Iteration 6F: 3 clusters Score -1215751 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1216249.125000 Penalty: 930.911926
	Iteration 7Q: 3 clusters Score -1216249 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1216428.250000 Penalty: 930.911926
	Iteration 8Q: 3 clusters Score -1216428 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1216503.875000 Penalty: 930.911926
	Iteration 9Q: 3 clusters Score -1216504 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1216578.000000 Penalty: 930.911926
	Iteration 10Q: 3 clusters Score -1216578 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1216675.000000 Penalty: 930.911926
	Iteration 11Q: 3 clusters Score -1216675 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1216805.875000 Penalty: 930.911926
	Iteration 12Q: 3 clusters Score -1216806 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1216947.375000 Penalty: 930.911926
	Iteration 13Q: 3 clusters Score -1216947 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1217103.625000 Penalty: 930.911926
	Iteration 14Q: 3 clusters Score -1217104 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1217281.375000 Penalty: 930.911926
	Iteration 15Q: 3 clusters Score -1217281 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1217467.000000 Penalty: 930.911926
	Iteration 16Q: 3 clusters Score -1217467 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1217690.500000 Penalty: 930.911926
	Iteration 17Q: 3 clusters Score -1217690 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1217939.500000 Penalty: 930.911926
	Iteration 18Q: 3 clusters Score -1217940 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1218229.125000 Penalty: 930.911926
	Iteration 19Q: 3 clusters Score -1218229 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1218508.375000 Penalty: 930.911926
	Iteration 20F: 3 clusters Score -1218508 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1218770.750000 Penalty: 930.911926
	Iteration 21Q: 3 clusters Score -1218771 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1219002.750000 Penalty: 930.911926
	Iteration 22Q: 3 clusters Score -1219003 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1219217.875000 Penalty: 930.911926
	Iteration 23Q: 3 clusters Score -1219218 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1219398.875000 Penalty: 930.911926
	Iteration 24Q: 3 clusters Score -1219399 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1219562.875000 Penalty: 930.911926
	Iteration 25Q: 3 clusters Score -1219563 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1219724.750000 Penalty: 930.911926
	Iteration 26Q: 3 clusters Score -1219725 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1219877.375000 Penalty: 930.911926
	Iteration 27Q: 3 clusters Score -1219877 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1220003.125000 Penalty: 930.911926
	Iteration 28Q: 3 clusters Score -1220003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1220115.000000 Penalty: 930.911926
	Iteration 29Q: 3 clusters Score -1220115 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1220222.000000 Penalty: 930.911926
	Iteration 30Q: 3 clusters Score -1220222 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1220292.125000 Penalty: 930.911926
	Iteration 31Q: 3 clusters Score -1220292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1220365.625000 Penalty: 930.911926
	Iteration 32Q: 3 clusters Score -1220366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1220413.625000 Penalty: 930.911926
	Iteration 33Q: 3 clusters Score -1220414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1220458.500000 Penalty: 930.911926
	Iteration 34Q: 3 clusters Score -1220458 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1220504.625000 Penalty: 930.911926
	Iteration 35Q: 3 clusters Score -1220505 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1220543.125000 Penalty: 930.911926
	Iteration 36Q: 3 clusters Score -1220543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1220587.125000 Penalty: 930.911926
	Iteration 37Q: 3 clusters Score -1220587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1220629.375000 Penalty: 930.911926
	Iteration 38Q: 3 clusters Score -1220629 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1220679.375000 Penalty: 930.911926
	Iteration 39Q: 3 clusters Score -1220679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1220722.250000 Penalty: 930.911926
	Iteration 40F: 3 clusters Score -1220722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1220750.750000 Penalty: 930.911926
	Iteration 41Q: 3 clusters Score -1220751 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1220770.500000 Penalty: 930.911926
	Iteration 42Q: 3 clusters Score -1220770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1220799.500000 Penalty: 930.911926
	Iteration 43Q: 3 clusters Score -1220800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1220837.000000 Penalty: 930.911926
	Iteration 44Q: 3 clusters Score -1220837 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1220880.125000 Penalty: 930.911926
	Iteration 45Q: 3 clusters Score -1220880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1220938.875000 Penalty: 930.911926
	Iteration 46Q: 3 clusters Score -1220939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1220978.000000 Penalty: 930.911926
	Iteration 47Q: 3 clusters Score -1220978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1221005.625000 Penalty: 930.911926
	Iteration 48Q: 3 clusters Score -1221006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1221016.500000 Penalty: 930.911926
	Iteration 49Q: 3 clusters Score -1221016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1221018.125000 Penalty: 930.911926
	Iteration 50Q: 3 clusters Score -1221018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1221025.375000 Penalty: 930.911926
	Iteration 51Q: 3 clusters Score -1221025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1221025.625000 Penalty: 930.911926
	Iteration 52Q: 3 clusters Score -1221026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1221030.625000 Penalty: 930.911926
	Iteration 53Q: 3 clusters Score -1221031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1221030.875000 Penalty: 930.911926
	Iteration 54Q: 3 clusters Score -1221031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1221032.250000 Penalty: 930.911926
	Iteration 55Q: 3 clusters Score -1221032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1221035.125000 Penalty: 930.911926
	Iteration 56Q: 3 clusters Score -1221035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1221036.000000 Penalty: 930.911926
	Iteration 57Q: 3 clusters Score -1221036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1221035.750000 Penalty: 930.911926
	Iteration 58Q: 3 clusters Score -1221036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1221036.250000 Penalty: 930.911926
	Iteration 59Q: 3 clusters Score -1221036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1221038.250000 Penalty: 930.911926
	Iteration 60F: 3 clusters Score -1221038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1221037.375000 Penalty: 930.911926
	Iteration 61Q: 3 clusters Score -1221037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1221035.500000 Penalty: 930.911926
	Iteration 62Q: 3 clusters Score -1221036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1221041.500000 Penalty: 930.911926
	Iteration 63Q: 3 clusters Score -1221042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1221040.250000 Penalty: 930.911926
	Iteration 64Q: 3 clusters Score -1221040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1221040.875000 Penalty: 930.911926
	Iteration 65Q: 3 clusters Score -1221041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1221040.125000 Penalty: 930.911926
	Iteration 66Q: 3 clusters Score -1221040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1221041.250000 Penalty: 930.911926
	Iteration 67Q: 3 clusters Score -1221041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1221042.500000 Penalty: 930.911926
	Iteration 68Q: 3 clusters Score -1221042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1221044.125000 Penalty: 930.911926
	Iteration 69Q: 3 clusters Score -1221044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1221044.125000 Penalty: 930.911926
	Iteration 70Q: 3 clusters Score -1221044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1221044.125000 Penalty: 930.911926
	Iteration 71Q: 3 clusters Score -1221044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1221045.500000 Penalty: 930.911926
	Iteration 72Q: 3 clusters Score -1221046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1221043.250000 Penalty: 930.911926
	Iteration 73Q: 3 clusters Score -1221043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1221042.500000 Penalty: 930.911926
	Iteration 74Q: 3 clusters Score -1221042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1221043.625000 Penalty: 930.911926
	Iteration 75Q: 3 clusters Score -1221044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1221043.875000 Penalty: 930.911926
	Iteration 76Q: 3 clusters Score -1221044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1221044.500000 Penalty: 930.911926
	Iteration 77Q: 3 clusters Score -1221044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1221044.875000 Penalty: 930.911926
	Iteration 78Q: 3 clusters Score -1221045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1221044.000000 Penalty: 930.911926
	Iteration 79Q: 3 clusters Score -1221044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1221044.000000 Penalty: 930.911926
	Iteration 80F: 3 clusters Score -1221044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1221044.250000 Penalty: 930.911926
	Iteration 81Q: 3 clusters Score -1221044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1221047.125000 Penalty: 930.911926
	Iteration 82Q: 3 clusters Score -1221047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1221049.250000 Penalty: 930.911926
	Iteration 83Q: 3 clusters Score -1221049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1221046.250000 Penalty: 930.911926
	Iteration 84Q: 3 clusters Score -1221046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1221046.500000 Penalty: 930.911926
	Iteration 85Q: 3 clusters Score -1221046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1221046.125000 Penalty: 930.911926
	Iteration 86Q: 3 clusters Score -1221046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1221046.000000 Penalty: 930.911926
	Iteration 87Q: 3 clusters Score -1221046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1221046.000000 Penalty: 930.911926
	Iteration 88F: 3 clusters Score -1221046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -82405.585938 Penalty: 344.828888
	Iteration 0F: 2 clusters Score -82405.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -81008.750000 Penalty: 689.657776
	Iteration 0F: 3 clusters Score -81008.75 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -81429.703125 Penalty: 689.657776
	Iteration 1F: 3 clusters Score -81429.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81485.125000 Penalty: 689.657776
	Iteration 2F: 3 clusters Score -81485.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -81531.179688 Penalty: 689.657776
	Iteration 3Q: 3 clusters Score -81531.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -81576.203125 Penalty: 689.657776
	Iteration 4Q: 3 clusters Score -81576.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -81624.703125 Penalty: 689.657776
	Iteration 5Q: 3 clusters Score -81624.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -81702.210938 Penalty: 689.657776
	Iteration 6Q: 3 clusters Score -81702.21 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -81835.421875 Penalty: 689.657776
	Iteration 7Q: 3 clusters Score -81835.42 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -81933.570312 Penalty: 689.657776
	Iteration 8F: 3 clusters Score -81933.57 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -81990.335938 Penalty: 689.657776
	Iteration 9Q: 3 clusters Score -81990.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -82057.109375 Penalty: 689.657776
	Iteration 10Q: 3 clusters Score -82057.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -82120.562500 Penalty: 689.657776
	Iteration 11Q: 3 clusters Score -82120.56 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82169.062500 Penalty: 689.657776
	Iteration 12Q: 3 clusters Score -82169.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -82208.968750 Penalty: 689.657776
	Iteration 13Q: 3 clusters Score -82208.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82237.992188 Penalty: 689.657776
	Iteration 14Q: 3 clusters Score -82237.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82250.257812 Penalty: 689.657776
	Iteration 15Q: 3 clusters Score -82250.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82260.796875 Penalty: 689.657776
	Iteration 16Q: 3 clusters Score -82260.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82267.453125 Penalty: 689.657776
	Iteration 17Q: 3 clusters Score -82267.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82272.593750 Penalty: 689.657776
	Iteration 18Q: 3 clusters Score -82272.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -82277.218750 Penalty: 689.657776
	Iteration 19Q: 3 clusters Score -82277.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -82284.625000 Penalty: 689.657776
	Iteration 20F: 3 clusters Score -82284.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82292.179688 Penalty: 689.657776
	Iteration 21Q: 3 clusters Score -82292.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82301.132812 Penalty: 689.657776
	Iteration 22Q: 3 clusters Score -82301.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82307.078125 Penalty: 689.657776
	Iteration 23Q: 3 clusters Score -82307.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82309.687500 Penalty: 689.657776
	Iteration 24Q: 3 clusters Score -82309.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82312.656250 Penalty: 689.657776
	Iteration 25Q: 3 clusters Score -82312.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82316.609375 Penalty: 689.657776
	Iteration 26Q: 3 clusters Score -82316.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82317.937500 Penalty: 689.657776
	Iteration 27Q: 3 clusters Score -82317.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82318.515625 Penalty: 689.657776
	Iteration 28Q: 3 clusters Score -82318.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -82320.234375 Penalty: 689.657776
	Iteration 29Q: 3 clusters Score -82320.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82322.906250 Penalty: 689.657776
	Iteration 30Q: 3 clusters Score -82322.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82324.039062 Penalty: 689.657776
	Iteration 31Q: 3 clusters Score -82324.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82324.875000 Penalty: 689.657776
	Iteration 32Q: 3 clusters Score -82324.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82325.070312 Penalty: 689.657776
	Iteration 33Q: 3 clusters Score -82325.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82325.070312 Penalty: 689.657776
	Iteration 34F: 3 clusters Score -82325.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -90122.265625 Penalty: 344.619049
	Iteration 0F: 2 clusters Score -90122.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88701.296875 Penalty: 689.238098
	Iteration 0F: 3 clusters Score -88701.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -89100.601562 Penalty: 689.238098
	Iteration 1F: 3 clusters Score -89100.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -89159.750000 Penalty: 689.238098
	Iteration 2F: 3 clusters Score -89159.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89214.843750 Penalty: 689.238098
	Iteration 3F: 3 clusters Score -89214.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -89263.750000 Penalty: 689.238098
	Iteration 4F: 3 clusters Score -89263.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -89304.750000 Penalty: 689.238098
	Iteration 5Q: 3 clusters Score -89304.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -89354.375000 Penalty: 689.238098
	Iteration 6Q: 3 clusters Score -89354.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -89415.742188 Penalty: 689.238098
	Iteration 7Q: 3 clusters Score -89415.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -89464.687500 Penalty: 689.238098
	Iteration 8Q: 3 clusters Score -89464.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -89510.960938 Penalty: 689.238098
	Iteration 9Q: 3 clusters Score -89510.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -89552.875000 Penalty: 689.238098
	Iteration 10Q: 3 clusters Score -89552.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -89586.078125 Penalty: 689.238098
	Iteration 11Q: 3 clusters Score -89586.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -89614.648438 Penalty: 689.238098
	Iteration 12Q: 3 clusters Score -89614.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -89641.828125 Penalty: 689.238098
	Iteration 13Q: 3 clusters Score -89641.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -89656.718750 Penalty: 689.238098
	Iteration 14Q: 3 clusters Score -89656.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -89669.500000 Penalty: 689.238098
	Iteration 15Q: 3 clusters Score -89669.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -89677.023438 Penalty: 689.238098
	Iteration 16Q: 3 clusters Score -89677.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -89683.281250 Penalty: 689.238098
	Iteration 17Q: 3 clusters Score -89683.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -89685.460938 Penalty: 689.238098
	Iteration 18Q: 3 clusters Score -89685.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -89686.750000 Penalty: 689.238098
	Iteration 19Q: 3 clusters Score -89686.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -89690.015625 Penalty: 689.238098
	Iteration 20F: 3 clusters Score -89690.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -89693.406250 Penalty: 689.238098
	Iteration 21Q: 3 clusters Score -89693.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -89696.953125 Penalty: 689.238098
	Iteration 22Q: 3 clusters Score -89696.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -89700.375000 Penalty: 689.238098
	Iteration 23Q: 3 clusters Score -89700.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -89702.281250 Penalty: 689.238098
	Iteration 24Q: 3 clusters Score -89702.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -89704.007812 Penalty: 689.238098
	Iteration 25Q: 3 clusters Score -89704.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -89705.757812 Penalty: 689.238098
	Iteration 26Q: 3 clusters Score -89705.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -89709.015625 Penalty: 689.238098
	Iteration 27Q: 3 clusters Score -89709.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -89711.250000 Penalty: 689.238098
	Iteration 28Q: 3 clusters Score -89711.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -89712.109375 Penalty: 689.238098
	Iteration 29Q: 3 clusters Score -89712.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -89713.000000 Penalty: 689.238098
	Iteration 30Q: 3 clusters Score -89713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -89714.562500 Penalty: 689.238098
	Iteration 31Q: 3 clusters Score -89714.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -89716.046875 Penalty: 689.238098
	Iteration 32Q: 3 clusters Score -89716.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -89717.890625 Penalty: 689.238098
	Iteration 33Q: 3 clusters Score -89717.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -89719.859375 Penalty: 689.238098
	Iteration 34Q: 3 clusters Score -89719.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -89720.585938 Penalty: 689.238098
	Iteration 35Q: 3 clusters Score -89720.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -89721.148438 Penalty: 689.238098
	Iteration 36Q: 3 clusters Score -89721.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -89721.593750 Penalty: 689.238098
	Iteration 37Q: 3 clusters Score -89721.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -89722.460938 Penalty: 689.238098
	Iteration 38Q: 3 clusters Score -89722.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -89723.007812 Penalty: 689.238098
	Iteration 39Q: 3 clusters Score -89723.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -89723.679688 Penalty: 689.238098
	Iteration 40F: 3 clusters Score -89723.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -89724.921875 Penalty: 689.238098
	Iteration 41Q: 3 clusters Score -89724.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -89726.007812 Penalty: 689.238098
	Iteration 42Q: 3 clusters Score -89726.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -89728.742188 Penalty: 689.238098
	Iteration 43Q: 3 clusters Score -89728.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -89734.632812 Penalty: 689.238098
	Iteration 44Q: 3 clusters Score -89734.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -89738.187500 Penalty: 689.238098
	Iteration 45Q: 3 clusters Score -89738.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -89740.578125 Penalty: 689.238098
	Iteration 46Q: 3 clusters Score -89740.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -89742.859375 Penalty: 689.238098
	Iteration 47Q: 3 clusters Score -89742.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -89744.593750 Penalty: 689.238098
	Iteration 48Q: 3 clusters Score -89744.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -89748.242188 Penalty: 689.238098
	Iteration 49Q: 3 clusters Score -89748.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -89751.476562 Penalty: 689.238098
	Iteration 50Q: 3 clusters Score -89751.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -89754.835938 Penalty: 689.238098
	Iteration 51Q: 3 clusters Score -89754.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -89756.000000 Penalty: 689.238098
	Iteration 52Q: 3 clusters Score -89756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -89757.250000 Penalty: 689.238098
	Iteration 53Q: 3 clusters Score -89757.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -89758.187500 Penalty: 689.238098
	Iteration 54Q: 3 clusters Score -89758.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -89758.406250 Penalty: 689.238098
	Iteration 55Q: 3 clusters Score -89758.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -89758.632812 Penalty: 689.238098
	Iteration 56Q: 3 clusters Score -89758.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -89760.742188 Penalty: 689.238098
	Iteration 57Q: 3 clusters Score -89760.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -89764.203125 Penalty: 689.238098
	Iteration 58Q: 3 clusters Score -89764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -89767.546875 Penalty: 689.238098
	Iteration 59Q: 3 clusters Score -89767.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -89770.265625 Penalty: 689.238098
	Iteration 60F: 3 clusters Score -89770.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -89773.875000 Penalty: 689.238098
	Iteration 61Q: 3 clusters Score -89773.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -89776.046875 Penalty: 689.238098
	Iteration 62Q: 3 clusters Score -89776.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -89778.789062 Penalty: 689.238098
	Iteration 63Q: 3 clusters Score -89778.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -89782.914062 Penalty: 689.238098
	Iteration 64Q: 3 clusters Score -89782.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -89786.492188 Penalty: 689.238098
	Iteration 65Q: 3 clusters Score -89786.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -89795.351562 Penalty: 689.238098
	Iteration 66Q: 3 clusters Score -89795.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -89802.460938 Penalty: 689.238098
	Iteration 67Q: 3 clusters Score -89802.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -89808.406250 Penalty: 689.238098
	Iteration 68Q: 3 clusters Score -89808.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -89809.835938 Penalty: 689.238098
	Iteration 69Q: 3 clusters Score -89809.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -89810.453125 Penalty: 689.238098
	Iteration 70Q: 3 clusters Score -89810.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -89810.453125 Penalty: 689.238098
	Iteration 71F: 3 clusters Score -89810.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Entering Unmasked Estep 
Score: -1623838.125000 Penalty: 482.074036
	Iteration 0F: 2 clusters Score -1623838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1597222.500000 Penalty: 964.148071
	Iteration 0F: 3 clusters Score -1597222 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1608930.875000 Penalty: 964.148071
	Iteration 1F: 3 clusters Score -1608931 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -1610100.875000 Penalty: 964.148071
	Iteration 2F: 3 clusters Score -1610101 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -1611947.000000 Penalty: 964.148071
	Iteration 3F: 3 clusters Score -1611947 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -1614469.375000 Penalty: 964.148071
	Iteration 4F: 3 clusters Score -1614469 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -1617263.250000 Penalty: 964.148071
	Iteration 5F: 3 clusters Score -1617263 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -1619793.875000 Penalty: 964.148071
	Iteration 6F: 3 clusters Score -1619794 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -1621804.125000 Penalty: 964.148071
	Iteration 7Q: 3 clusters Score -1621804 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -1623013.125000 Penalty: 964.148071
	Iteration 8Q: 3 clusters Score -1623013 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -1623407.625000 Penalty: 964.148071
	Iteration 9Q: 3 clusters Score -1623408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -1623535.125000 Penalty: 964.148071
	Iteration 10Q: 3 clusters Score -1623535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -1623581.750000 Penalty: 964.148071
	Iteration 11Q: 3 clusters Score -1623582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -1623610.125000 Penalty: 964.148071
	Iteration 12Q: 3 clusters Score -1623610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -1623634.625000 Penalty: 964.148071
	Iteration 13Q: 3 clusters Score -1623635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -1623645.125000 Penalty: 964.148071
	Iteration 14Q: 3 clusters Score -1623645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -1623653.750000 Penalty: 964.148071
	Iteration 15Q: 3 clusters Score -1623654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -1623663.125000 Penalty: 964.148071
	Iteration 16Q: 3 clusters Score -1623663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -1623667.625000 Penalty: 964.148071
	Iteration 17Q: 3 clusters Score -1623668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -1623676.375000 Penalty: 964.148071
	Iteration 18Q: 3 clusters Score -1623676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -1623676.750000 Penalty: 964.148071
	Iteration 19Q: 3 clusters Score -1623677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -1623677.875000 Penalty: 964.148071
	Iteration 20F: 3 clusters Score -1623678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -1623678.625000 Penalty: 964.148071
	Iteration 21Q: 3 clusters Score -1623679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -1623677.250000 Penalty: 964.148071
	Iteration 22Q: 3 clusters Score -1623677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -1623678.125000 Penalty: 964.148071
	Iteration 23Q: 3 clusters Score -1623678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -1623679.375000 Penalty: 964.148071
	Iteration 24Q: 3 clusters Score -1623679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -1623679.375000 Penalty: 964.148071
	Iteration 25F: 3 clusters Score -1623679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66440 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 170903 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 94976 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 316322 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 50238 members 
Mstep: Class 15 contains 95505 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 134673 members 
Mstep: Class 18 contains 27717 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 39936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943896.000000 Penalty: 13305.507812
Iteration 399Q: 22 clusters Score -4.69439e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66446 members 
Mstep: Class 4 contains 27031 members 
Mstep: Class 5 contains 20352 members 
Mstep: Class 6 contains 171317 members 
Mstep: Class 7 contains 22024 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 94800 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 316502 members 
Mstep: Class 13 contains 9440 members 
Mstep: Class 14 contains 50215 members 
Mstep: Class 15 contains 95555 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 134464 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 39937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943796.000000 Penalty: 13305.507812
Iteration 400F: 22 clusters Score -4.69438e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66448 members 
Mstep: Class 4 contains 26803 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 171727 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 94637 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 20402 members 
Mstep: Class 12 contains 316727 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 50183 members 
Mstep: Class 15 contains 95582 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 134218 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 39944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943644.000000 Penalty: 13305.507812
Iteration 401Q: 22 clusters Score -4.694364e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66446 members 
Mstep: Class 4 contains 26620 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 172102 members 
Mstep: Class 7 contains 22042 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 94459 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 20416 members 
Mstep: Class 12 contains 316956 members 
Mstep: Class 13 contains 9454 members 
Mstep: Class 14 contains 50159 members 
Mstep: Class 15 contains 95595 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 133978 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 39947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943564.000000 Penalty: 13305.507812
Iteration 402Q: 22 clusters Score -4.694356e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66444 members 
Mstep: Class 4 contains 26392 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 172474 members 
Mstep: Class 7 contains 22053 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 94286 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 11 contains 20428 members 
Mstep: Class 12 contains 317221 members 
Mstep: Class 13 contains 9466 members 
Mstep: Class 14 contains 50132 members 
Mstep: Class 15 contains 95600 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 133741 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 21 contains 39950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943420.000000 Penalty: 13305.507812
Iteration 403Q: 22 clusters Score -4.694342e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66445 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 172839 members 
Mstep: Class 7 contains 22059 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 94125 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 20428 members 
Mstep: Class 12 contains 317540 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 50109 members 
Mstep: Class 15 contains 95575 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 133449 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 39959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 22 clusters Score -4.694334e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66434 members 
Mstep: Class 4 contains 26004 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 173281 members 
Mstep: Class 7 contains 22054 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 93921 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 20433 members 
Mstep: Class 12 contains 317821 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 50095 members 
Mstep: Class 15 contains 95593 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 133146 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 39968 members 
Entering Unmasked Estep 
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Iteration 405Q: 22 clusters Score -4.694339e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66423 members 
Mstep: Class 4 contains 25796 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 173776 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 93720 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 20443 members 
Mstep: Class 12 contains 318096 members 
Mstep: Class 13 contains 9465 members 
Mstep: Class 14 contains 50067 members 
Mstep: Class 15 contains 95601 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 132828 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 39961 members 
Entering Unmasked Estep 
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Iteration 406Q: 22 clusters Score -4.694314e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66424 members 
Mstep: Class 4 contains 25594 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 174304 members 
Mstep: Class 7 contains 22057 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 93541 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 20453 members 
Mstep: Class 12 contains 318323 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 50038 members 
Mstep: Class 15 contains 95602 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 132494 members 
Mstep: Class 18 contains 27711 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 39958 members 
Entering Unmasked Estep 
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Iteration 407Q: 22 clusters Score -4.694294e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66429 members 
Mstep: Class 4 contains 25412 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 174870 members 
Mstep: Class 7 contains 22057 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 93356 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 20467 members 
Mstep: Class 12 contains 318454 members 
Mstep: Class 13 contains 9453 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 95609 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 132186 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 21 contains 39964 members 
Entering Unmasked Estep 
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Iteration 408Q: 22 clusters Score -4.694302e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66431 members 
Mstep: Class 4 contains 25188 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 175419 members 
Mstep: Class 7 contains 22057 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 93150 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 20482 members 
Mstep: Class 12 contains 318612 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 95669 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 131873 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 1984 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 39967 members 
Entering Unmasked Estep 
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Iteration 409Q: 22 clusters Score -4.694297e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66435 members 
Mstep: Class 4 contains 24979 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 175974 members 
Mstep: Class 7 contains 22062 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 11 contains 20493 members 
Mstep: Class 12 contains 318796 members 
Mstep: Class 13 contains 9437 members 
Mstep: Class 14 contains 49942 members 
Mstep: Class 15 contains 95732 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 131528 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 39967 members 
Entering Unmasked Estep 
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Iteration 410Q: 22 clusters Score -4.69429e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66439 members 
Mstep: Class 4 contains 24713 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 176585 members 
Mstep: Class 7 contains 22059 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 92731 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 318983 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 49906 members 
Mstep: Class 15 contains 95818 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 131159 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 39964 members 
Entering Unmasked Estep 
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Iteration 411Q: 22 clusters Score -4.694283e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66442 members 
Mstep: Class 4 contains 24556 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 177166 members 
Mstep: Class 7 contains 22061 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 92527 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 20505 members 
Mstep: Class 12 contains 319126 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 14 contains 49870 members 
Mstep: Class 15 contains 95871 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 130780 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 39964 members 
Entering Unmasked Estep 
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Iteration 412Q: 22 clusters Score -4.694276e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66437 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 177793 members 
Mstep: Class 7 contains 22062 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 92360 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20510 members 
Mstep: Class 12 contains 319256 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 49830 members 
Mstep: Class 15 contains 95856 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 130407 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 39966 members 
Entering Unmasked Estep 
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Iteration 413Q: 22 clusters Score -4.694259e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66431 members 
Mstep: Class 4 contains 24193 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 178437 members 
Mstep: Class 7 contains 22059 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 92159 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 20521 members 
Mstep: Class 12 contains 319380 members 
Mstep: Class 13 contains 9412 members 
Mstep: Class 14 contains 49808 members 
Mstep: Class 15 contains 95889 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 130029 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 39977 members 
Entering Unmasked Estep 
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Iteration 414Q: 22 clusters Score -4.694252e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66421 members 
Mstep: Class 4 contains 23914 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 179135 members 
Mstep: Class 7 contains 22057 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 91981 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20527 members 
Mstep: Class 12 contains 319479 members 
Mstep: Class 13 contains 9412 members 
Mstep: Class 14 contains 49777 members 
Mstep: Class 15 contains 95932 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 129685 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 39978 members 
Entering Unmasked Estep 
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Iteration 415Q: 22 clusters Score -4.694244e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66411 members 
Mstep: Class 4 contains 23750 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 179763 members 
Mstep: Class 7 contains 22056 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 91801 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20531 members 
Mstep: Class 12 contains 319607 members 
Mstep: Class 13 contains 9405 members 
Mstep: Class 14 contains 49748 members 
Mstep: Class 15 contains 95926 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 129325 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 39985 members 
Entering Unmasked Estep 
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Iteration 416Q: 22 clusters Score -4.694244e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66407 members 
Mstep: Class 4 contains 23630 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 180429 members 
Mstep: Class 7 contains 22051 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 91642 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20540 members 
Mstep: Class 12 contains 319658 members 
Mstep: Class 13 contains 9401 members 
Mstep: Class 14 contains 49716 members 
Mstep: Class 15 contains 95888 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 128951 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 39992 members 
Entering Unmasked Estep 
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Iteration 417Q: 22 clusters Score -4.694238e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66403 members 
Mstep: Class 4 contains 23441 members 
Mstep: Class 5 contains 20349 members 
Mstep: Class 6 contains 181165 members 
Mstep: Class 7 contains 22047 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 91474 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20546 members 
Mstep: Class 12 contains 319660 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 49671 members 
Mstep: Class 15 contains 95920 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 128575 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 39996 members 
Entering Unmasked Estep 
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Iteration 418Q: 22 clusters Score -4.694225e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66397 members 
Mstep: Class 4 contains 23247 members 
Mstep: Class 5 contains 20352 members 
Mstep: Class 6 contains 181890 members 
Mstep: Class 7 contains 22040 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 91293 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 319655 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 49641 members 
Mstep: Class 15 contains 95947 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 128230 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 40003 members 
Entering Unmasked Estep 
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Iteration 419Q: 22 clusters Score -4.694215e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66391 members 
Mstep: Class 4 contains 23056 members 
Mstep: Class 5 contains 20354 members 
Mstep: Class 6 contains 182571 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 91090 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 319750 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 49599 members 
Mstep: Class 15 contains 96004 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 127826 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 40001 members 
Entering Unmasked Estep 
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Iteration 420F: 22 clusters Score -4.694202e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66392 members 
Mstep: Class 4 contains 22832 members 
Mstep: Class 5 contains 20355 members 
Mstep: Class 6 contains 183319 members 
Mstep: Class 7 contains 22026 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 90872 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 20574 members 
Mstep: Class 12 contains 319815 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 49581 members 
Mstep: Class 15 contains 96073 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 127415 members 
Mstep: Class 18 contains 27720 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 39995 members 
Entering Unmasked Estep 
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Iteration 421Q: 22 clusters Score -4.694198e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66392 members 
Mstep: Class 4 contains 22562 members 
Mstep: Class 5 contains 20356 members 
Mstep: Class 6 contains 184093 members 
Mstep: Class 7 contains 22024 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 90654 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 319888 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 49543 members 
Mstep: Class 15 contains 96165 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 126993 members 
Mstep: Class 18 contains 27721 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 40004 members 
Entering Unmasked Estep 
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Iteration 422Q: 22 clusters Score -4.694192e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66390 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 20356 members 
Mstep: Class 6 contains 184794 members 
Mstep: Class 7 contains 22013 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 90420 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 319961 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 49515 members 
Mstep: Class 15 contains 96264 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 126584 members 
Mstep: Class 18 contains 27722 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 40004 members 
Entering Unmasked Estep 
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Iteration 423Q: 22 clusters Score -4.694187e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66392 members 
Mstep: Class 4 contains 22214 members 
Mstep: Class 5 contains 20357 members 
Mstep: Class 6 contains 185511 members 
Mstep: Class 7 contains 22006 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 90190 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 320037 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 49484 members 
Mstep: Class 15 contains 96342 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 126143 members 
Mstep: Class 18 contains 27724 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 40002 members 
Entering Unmasked Estep 
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Iteration 424Q: 22 clusters Score -4.694171e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66386 members 
Mstep: Class 4 contains 22072 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 186195 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 90008 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 320147 members 
Mstep: Class 13 contains 9396 members 
Mstep: Class 14 contains 49441 members 
Mstep: Class 15 contains 96349 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 125707 members 
Mstep: Class 18 contains 27726 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 40007 members 
Entering Unmasked Estep 
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Iteration 425Q: 22 clusters Score -4.694152e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66375 members 
Mstep: Class 4 contains 21932 members 
Mstep: Class 5 contains 20359 members 
Mstep: Class 6 contains 186889 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 89795 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 20602 members 
Mstep: Class 12 contains 320237 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 49416 members 
Mstep: Class 15 contains 96375 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 125291 members 
Mstep: Class 18 contains 27732 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 1890 members 
Mstep: Class 21 contains 40010 members 
Entering Unmasked Estep 
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Iteration 426Q: 22 clusters Score -4.694146e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66342 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 187673 members 
Mstep: Class 7 contains 21994 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 89605 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 20604 members 
Mstep: Class 12 contains 320324 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 49371 members 
Mstep: Class 15 contains 96448 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 124886 members 
Mstep: Class 18 contains 27743 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 40007 members 
Entering Unmasked Estep 
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Iteration 427Q: 22 clusters Score -4.694155e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66303 members 
Mstep: Class 4 contains 21457 members 
Mstep: Class 5 contains 20359 members 
Mstep: Class 6 contains 188396 members 
Mstep: Class 7 contains 21995 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 89420 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 20601 members 
Mstep: Class 12 contains 320424 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 49325 members 
Mstep: Class 15 contains 96526 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 124466 members 
Mstep: Class 18 contains 27755 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 40014 members 
Entering Unmasked Estep 
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Iteration 428Q: 22 clusters Score -4.694146e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66253 members 
Mstep: Class 4 contains 21341 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 189041 members 
Mstep: Class 7 contains 22001 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 89244 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 20602 members 
Mstep: Class 12 contains 320510 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 49273 members 
Mstep: Class 15 contains 96586 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 124074 members 
Mstep: Class 18 contains 27770 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 1868 members 
Mstep: Class 21 contains 40017 members 
Entering Unmasked Estep 
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Iteration 429Q: 22 clusters Score -4.694121e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66211 members 
Mstep: Class 4 contains 21186 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 189708 members 
Mstep: Class 7 contains 22007 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 89080 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 20605 members 
Mstep: Class 12 contains 320609 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 14 contains 49214 members 
Mstep: Class 15 contains 96632 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 123674 members 
Mstep: Class 18 contains 27774 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1866 members 
Mstep: Class 21 contains 40021 members 
Entering Unmasked Estep 
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Iteration 430Q: 22 clusters Score -4.694099e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66160 members 
Mstep: Class 4 contains 21049 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 190424 members 
Mstep: Class 7 contains 22007 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 88931 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 20610 members 
Mstep: Class 12 contains 320719 members 
Mstep: Class 13 contains 9419 members 
Mstep: Class 14 contains 49168 members 
Mstep: Class 15 contains 96613 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 123239 members 
Mstep: Class 18 contains 27787 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 40028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940784.000000 Penalty: 13305.507812
Iteration 431Q: 22 clusters Score -4.694078e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66098 members 
Mstep: Class 4 contains 20823 members 
Mstep: Class 5 contains 20361 members 
Mstep: Class 6 contains 191193 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 88750 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 20617 members 
Mstep: Class 12 contains 320844 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 49119 members 
Mstep: Class 15 contains 96661 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 122788 members 
Mstep: Class 18 contains 27797 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 40042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940740.000000 Penalty: 13305.507812
Iteration 432Q: 22 clusters Score -4.694074e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 66038 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 20362 members 
Mstep: Class 6 contains 191944 members 
Mstep: Class 7 contains 21999 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 88557 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 321029 members 
Mstep: Class 13 contains 9427 members 
Mstep: Class 14 contains 49080 members 
Mstep: Class 15 contains 96708 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 122264 members 
Mstep: Class 18 contains 27811 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 40057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940552.000000 Penalty: 13305.507812
Iteration 433Q: 22 clusters Score -4.694055e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65991 members 
Mstep: Class 4 contains 20397 members 
Mstep: Class 5 contains 20363 members 
Mstep: Class 6 contains 192735 members 
Mstep: Class 7 contains 21978 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 88388 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 321205 members 
Mstep: Class 13 contains 9438 members 
Mstep: Class 14 contains 49051 members 
Mstep: Class 15 contains 96744 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 121718 members 
Mstep: Class 18 contains 27822 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 40067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940444.000000 Penalty: 13305.507812
Iteration 434Q: 22 clusters Score -4.694044e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65942 members 
Mstep: Class 4 contains 20153 members 
Mstep: Class 5 contains 20363 members 
Mstep: Class 6 contains 193588 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 88242 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 20639 members 
Mstep: Class 12 contains 321352 members 
Mstep: Class 13 contains 9447 members 
Mstep: Class 14 contains 48994 members 
Mstep: Class 15 contains 96769 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 121191 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 40071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940272.000000 Penalty: 13305.507812
Iteration 435Q: 22 clusters Score -4.694027e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65902 members 
Mstep: Class 4 contains 20003 members 
Mstep: Class 5 contains 20361 members 
Mstep: Class 6 contains 194411 members 
Mstep: Class 7 contains 21950 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 88076 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 321469 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 48935 members 
Mstep: Class 15 contains 96763 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 120688 members 
Mstep: Class 18 contains 27847 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940268.000000 Penalty: 13305.507812
Iteration 436Q: 22 clusters Score -4.694027e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65855 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 20361 members 
Mstep: Class 6 contains 195248 members 
Mstep: Class 7 contains 21942 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 87951 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 20633 members 
Mstep: Class 12 contains 321610 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 48850 members 
Mstep: Class 15 contains 96802 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 120185 members 
Mstep: Class 18 contains 27863 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 40062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940188.000000 Penalty: 13305.507812
Iteration 437Q: 22 clusters Score -4.694019e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65794 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 20360 members 
Mstep: Class 6 contains 196098 members 
Mstep: Class 7 contains 21932 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 87821 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 321775 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 48776 members 
Mstep: Class 15 contains 96843 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 119706 members 
Mstep: Class 18 contains 27874 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 40060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940136.000000 Penalty: 13305.507812
Iteration 438Q: 22 clusters Score -4.694014e+07 nChanged 2154
Entering ConstructFrom: 
Score: -46940136.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -162730.843750 Penalty: 375.403198
	Iteration 0F: 2 clusters Score -162730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -160120.937500 Penalty: 750.806396
	Iteration 0F: 3 clusters Score -160120.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -161143.437500 Penalty: 750.806396
	Iteration 1F: 3 clusters Score -161143.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -161438.015625 Penalty: 750.806396
	Iteration 2F: 3 clusters Score -161438 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -161756.625000 Penalty: 750.806396
	Iteration 3F: 3 clusters Score -161756.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -161988.281250 Penalty: 750.806396
	Iteration 4F: 3 clusters Score -161988.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -162170.734375 Penalty: 750.806396
	Iteration 5F: 3 clusters Score -162170.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -162291.421875 Penalty: 750.806396
	Iteration 6Q: 3 clusters Score -162291.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -162349.375000 Penalty: 750.806396
	Iteration 7Q: 3 clusters Score -162349.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -162377.625000 Penalty: 750.806396
	Iteration 8Q: 3 clusters Score -162377.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -162406.828125 Penalty: 750.806396
	Iteration 9Q: 3 clusters Score -162406.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -162435.765625 Penalty: 750.806396
	Iteration 10Q: 3 clusters Score -162435.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -162462.171875 Penalty: 750.806396
	Iteration 11Q: 3 clusters Score -162462.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -162484.921875 Penalty: 750.806396
	Iteration 12Q: 3 clusters Score -162484.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -162510.109375 Penalty: 750.806396
	Iteration 13Q: 3 clusters Score -162510.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -162533.984375 Penalty: 750.806396
	Iteration 14Q: 3 clusters Score -162534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -162546.984375 Penalty: 750.806396
	Iteration 15Q: 3 clusters Score -162547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -162554.421875 Penalty: 750.806396
	Iteration 16Q: 3 clusters Score -162554.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -162560.937500 Penalty: 750.806396
	Iteration 17Q: 3 clusters Score -162560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -162565.734375 Penalty: 750.806396
	Iteration 18Q: 3 clusters Score -162565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -162566.031250 Penalty: 750.806396
	Iteration 19Q: 3 clusters Score -162566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -162566.593750 Penalty: 750.806396
	Iteration 20F: 3 clusters Score -162566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -162567.203125 Penalty: 750.806396
	Iteration 21Q: 3 clusters Score -162567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -162567.406250 Penalty: 750.806396
	Iteration 22Q: 3 clusters Score -162567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -162567.812500 Penalty: 750.806396
	Iteration 23Q: 3 clusters Score -162567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -162568.218750 Penalty: 750.806396
	Iteration 24Q: 3 clusters Score -162568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -162568.218750 Penalty: 750.806396
	Iteration 25F: 3 clusters Score -162568.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -8145.618652 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -8145.619 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 148 members 
Entering Unmasked Estep 
Score: -7837.746094 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -7837.746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7925.478027 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -7925.478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7993.369629 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -7993.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8018.826660 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -8018.827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8034.034180 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -8034.034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8042.899902 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -8042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8049.053711 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -8049.054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8052.454102 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -8052.454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8080.993652 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -8080.994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8193.239258 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -8193.239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8204.402344 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -8204.402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8211.346680 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -8211.347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8214.910156 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -8214.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8221.666992 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -8221.667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8227.815430 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -8227.815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8234.740234 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -8234.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8238.257812 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -8238.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8240.089844 Penalty: 509.118713
	Iteration 17F: 3 clusters Score -8240.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8243.055664 Penalty: 509.118713
	Iteration 18Q: 3 clusters Score -8243.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8243.055664 Penalty: 509.118713
	Iteration 19F: 3 clusters Score -8243.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 65732 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 20359 members 
Mstep: Class 6 contains 196932 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 87657 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 20632 members 
Mstep: Class 12 contains 321942 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 48713 members 
Mstep: Class 15 contains 96904 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 119240 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 40058 members 
Mstep: Class 22 contains 83 members 
Entering Unmasked Estep 
Score: -46939612.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46940136.000000 to -46939612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (65732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Entering Unmasked Estep 
Score: -2912799.250000 Penalty: 504.747009
	Iteration 0F: 2 clusters Score -2912799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -2868481.000000 Penalty: 1009.494019
	Iteration 0F: 3 clusters Score -2868481 nChanged 31829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2888164.000000 Penalty: 1009.494019
	Iteration 1F: 3 clusters Score -2888164 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2890153.250000 Penalty: 1009.494019
	Iteration 2F: 3 clusters Score -2890153 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2893731.000000 Penalty: 1009.494019
	Iteration 3F: 3 clusters Score -2893731 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2899221.000000 Penalty: 1009.494019
	Iteration 4F: 3 clusters Score -2899221 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2905428.750000 Penalty: 1009.494019
	Iteration 5F: 3 clusters Score -2905429 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2909752.500000 Penalty: 1009.494019
	Iteration 6F: 3 clusters Score -2909752 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2911699.750000 Penalty: 1009.494019
	Iteration 7Q: 3 clusters Score -2911700 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2912191.500000 Penalty: 1009.494019
	Iteration 8Q: 3 clusters Score -2912192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2912306.000000 Penalty: 1009.494019
	Iteration 9Q: 3 clusters Score -2912306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2912335.250000 Penalty: 1009.494019
	Iteration 10Q: 3 clusters Score -2912335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2912344.000000 Penalty: 1009.494019
	Iteration 11Q: 3 clusters Score -2912344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2912353.250000 Penalty: 1009.494019
	Iteration 12Q: 3 clusters Score -2912353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2912353.250000 Penalty: 1009.494019
	Iteration 13F: 3 clusters Score -2912353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Entering Unmasked Estep 
Score: -899215.562500 Penalty: 448.737091
	Iteration 0F: 2 clusters Score -899215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -886429.875000 Penalty: 897.474182
	Iteration 0F: 3 clusters Score -886429.9 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -891563.937500 Penalty: 897.474182
	Iteration 1F: 3 clusters Score -891563.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -891760.125000 Penalty: 897.474182
	Iteration 2Q: 3 clusters Score -891760.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -892030.500000 Penalty: 897.474182
	Iteration 3Q: 3 clusters Score -892030.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -892428.500000 Penalty: 897.474182
	Iteration 4Q: 3 clusters Score -892428.5 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -893049.562500 Penalty: 897.474182
	Iteration 5Q: 3 clusters Score -893049.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -893956.875000 Penalty: 897.474182
	Iteration 6F: 3 clusters Score -893956.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -894893.000000 Penalty: 897.474182
	Iteration 7F: 3 clusters Score -894893 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -895441.437500 Penalty: 897.474182
	Iteration 8F: 3 clusters Score -895441.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -895645.125000 Penalty: 897.474182
	Iteration 9Q: 3 clusters Score -895645.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -895744.812500 Penalty: 897.474182
	Iteration 10Q: 3 clusters Score -895744.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -895832.312500 Penalty: 897.474182
	Iteration 11Q: 3 clusters Score -895832.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -895908.062500 Penalty: 897.474182
	Iteration 12Q: 3 clusters Score -895908.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -895982.312500 Penalty: 897.474182
	Iteration 13Q: 3 clusters Score -895982.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -896053.437500 Penalty: 897.474182
	Iteration 14Q: 3 clusters Score -896053.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -896129.875000 Penalty: 897.474182
	Iteration 15Q: 3 clusters Score -896129.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -896218.750000 Penalty: 897.474182
	Iteration 16Q: 3 clusters Score -896218.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -896320.437500 Penalty: 897.474182
	Iteration 17Q: 3 clusters Score -896320.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -896424.125000 Penalty: 897.474182
	Iteration 18Q: 3 clusters Score -896424.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -896569.062500 Penalty: 897.474182
	Iteration 19Q: 3 clusters Score -896569.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -896745.937500 Penalty: 897.474182
	Iteration 20F: 3 clusters Score -896745.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -896948.500000 Penalty: 897.474182
	Iteration 21Q: 3 clusters Score -896948.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -897144.250000 Penalty: 897.474182
	Iteration 22Q: 3 clusters Score -897144.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -897329.750000 Penalty: 897.474182
	Iteration 23Q: 3 clusters Score -897329.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -897512.062500 Penalty: 897.474182
	Iteration 24Q: 3 clusters Score -897512.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -897691.812500 Penalty: 897.474182
	Iteration 25Q: 3 clusters Score -897691.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -897905.875000 Penalty: 897.474182
	Iteration 26Q: 3 clusters Score -897905.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -898120.250000 Penalty: 897.474182
	Iteration 27Q: 3 clusters Score -898120.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -898299.125000 Penalty: 897.474182
	Iteration 28Q: 3 clusters Score -898299.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -898418.812500 Penalty: 897.474182
	Iteration 29Q: 3 clusters Score -898418.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -898467.562500 Penalty: 897.474182
	Iteration 30Q: 3 clusters Score -898467.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -898506.812500 Penalty: 897.474182
	Iteration 31Q: 3 clusters Score -898506.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -898502.000000 Penalty: 897.474182
	Iteration 32Q: 3 clusters Score -898502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -898492.875000 Penalty: 897.474182
	Iteration 33Q: 3 clusters Score -898492.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -898481.812500 Penalty: 897.474182
	Iteration 34Q: 3 clusters Score -898481.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -898454.062500 Penalty: 897.474182
	Iteration 35Q: 3 clusters Score -898454.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -898422.125000 Penalty: 897.474182
	Iteration 36Q: 3 clusters Score -898422.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -898427.687500 Penalty: 897.474182
	Iteration 37Q: 3 clusters Score -898427.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -898408.250000 Penalty: 897.474182
	Iteration 38Q: 3 clusters Score -898408.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -898385.375000 Penalty: 897.474182
	Iteration 39Q: 3 clusters Score -898385.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -898563.375000 Penalty: 897.474182
	Iteration 40F: 3 clusters Score -898563.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -898637.562500 Penalty: 897.474182
	Iteration 41Q: 3 clusters Score -898637.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -898640.375000 Penalty: 897.474182
	Iteration 42Q: 3 clusters Score -898640.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -898684.750000 Penalty: 897.474182
	Iteration 43Q: 3 clusters Score -898684.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -898676.625000 Penalty: 897.474182
	Iteration 44Q: 3 clusters Score -898676.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -898695.625000 Penalty: 897.474182
	Iteration 45Q: 3 clusters Score -898695.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -898685.125000 Penalty: 897.474182
	Iteration 46Q: 3 clusters Score -898685.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -898695.687500 Penalty: 897.474182
	Iteration 47Q: 3 clusters Score -898695.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -898692.562500 Penalty: 897.474182
	Iteration 48Q: 3 clusters Score -898692.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -898680.937500 Penalty: 897.474182
	Iteration 49Q: 3 clusters Score -898680.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -898711.437500 Penalty: 897.474182
	Iteration 50Q: 3 clusters Score -898711.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -898697.062500 Penalty: 897.474182
	Iteration 51Q: 3 clusters Score -898697.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -898694.062500 Penalty: 897.474182
	Iteration 52Q: 3 clusters Score -898694.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -898679.562500 Penalty: 897.474182
	Iteration 53Q: 3 clusters Score -898679.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -898703.625000 Penalty: 897.474182
	Iteration 54Q: 3 clusters Score -898703.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -898696.625000 Penalty: 897.474182
	Iteration 55Q: 3 clusters Score -898696.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -898692.500000 Penalty: 897.474182
	Iteration 56Q: 3 clusters Score -898692.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -898677.562500 Penalty: 897.474182
	Iteration 57Q: 3 clusters Score -898677.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -898652.687500 Penalty: 897.474182
	Iteration 58Q: 3 clusters Score -898652.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -898641.125000 Penalty: 897.474182
	Iteration 59Q: 3 clusters Score -898641.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -898679.125000 Penalty: 897.474182
	Iteration 60F: 3 clusters Score -898679.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -898682.062500 Penalty: 897.474182
	Iteration 61Q: 3 clusters Score -898682.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -898700.125000 Penalty: 897.474182
	Iteration 62Q: 3 clusters Score -898700.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -898687.062500 Penalty: 897.474182
	Iteration 63Q: 3 clusters Score -898687.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -898689.125000 Penalty: 897.474182
	Iteration 64Q: 3 clusters Score -898689.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -898691.000000 Penalty: 897.474182
	Iteration 65Q: 3 clusters Score -898691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -898676.562500 Penalty: 897.474182
	Iteration 66Q: 3 clusters Score -898676.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -898704.875000 Penalty: 897.474182
	Iteration 67Q: 3 clusters Score -898704.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -898710.687500 Penalty: 897.474182
	Iteration 68Q: 3 clusters Score -898710.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -898715.812500 Penalty: 897.474182
	Iteration 69Q: 3 clusters Score -898715.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -898706.687500 Penalty: 897.474182
	Iteration 70Q: 3 clusters Score -898706.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -898702.687500 Penalty: 897.474182
	Iteration 71Q: 3 clusters Score -898702.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -898702.500000 Penalty: 897.474182
	Iteration 72Q: 3 clusters Score -898702.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -898701.500000 Penalty: 897.474182
	Iteration 73Q: 3 clusters Score -898701.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -898702.687500 Penalty: 897.474182
	Iteration 74Q: 3 clusters Score -898702.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -898701.687500 Penalty: 897.474182
	Iteration 75Q: 3 clusters Score -898701.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -898697.000000 Penalty: 897.474182
	Iteration 76Q: 3 clusters Score -898697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -898694.312500 Penalty: 897.474182
	Iteration 77Q: 3 clusters Score -898694.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -898684.625000 Penalty: 897.474182
	Iteration 78Q: 3 clusters Score -898684.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -898688.125000 Penalty: 897.474182
	Iteration 79Q: 3 clusters Score -898688.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -898686.437500 Penalty: 897.474182
	Iteration 80F: 3 clusters Score -898686.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -898676.937500 Penalty: 897.474182
	Iteration 81Q: 3 clusters Score -898676.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -898680.562500 Penalty: 897.474182
	Iteration 82Q: 3 clusters Score -898680.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -898669.625000 Penalty: 897.474182
	Iteration 83Q: 3 clusters Score -898669.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -898675.187500 Penalty: 897.474182
	Iteration 84Q: 3 clusters Score -898675.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -898672.937500 Penalty: 897.474182
	Iteration 85Q: 3 clusters Score -898672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -898670.000000 Penalty: 897.474182
	Iteration 86Q: 3 clusters Score -898670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -898674.875000 Penalty: 897.474182
	Iteration 87Q: 3 clusters Score -898674.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -898671.687500 Penalty: 897.474182
	Iteration 88Q: 3 clusters Score -898671.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -898668.812500 Penalty: 897.474182
	Iteration 89Q: 3 clusters Score -898668.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -898670.687500 Penalty: 897.474182
	Iteration 90Q: 3 clusters Score -898670.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -898665.937500 Penalty: 897.474182
	Iteration 91Q: 3 clusters Score -898665.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -898669.625000 Penalty: 897.474182
	Iteration 92Q: 3 clusters Score -898669.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -898666.812500 Penalty: 897.474182
	Iteration 93Q: 3 clusters Score -898666.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -898665.250000 Penalty: 897.474182
	Iteration 94Q: 3 clusters Score -898665.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -898669.187500 Penalty: 897.474182
	Iteration 95Q: 3 clusters Score -898669.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -898670.812500 Penalty: 897.474182
	Iteration 96Q: 3 clusters Score -898670.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -898666.937500 Penalty: 897.474182
	Iteration 97Q: 3 clusters Score -898666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -898674.437500 Penalty: 897.474182
	Iteration 98Q: 3 clusters Score -898674.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -898679.562500 Penalty: 897.474182
	Iteration 99Q: 3 clusters Score -898679.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -898677.187500 Penalty: 897.474182
	Iteration 100F: 3 clusters Score -898677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -898675.937500 Penalty: 897.474182
	Iteration 101Q: 3 clusters Score -898675.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -898679.812500 Penalty: 897.474182
	Iteration 102Q: 3 clusters Score -898679.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -898676.687500 Penalty: 897.474182
	Iteration 103Q: 3 clusters Score -898676.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -898681.125000 Penalty: 897.474182
	Iteration 104Q: 3 clusters Score -898681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -898674.125000 Penalty: 897.474182
	Iteration 105Q: 3 clusters Score -898674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -898675.250000 Penalty: 897.474182
	Iteration 106Q: 3 clusters Score -898675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -898676.750000 Penalty: 897.474182
	Iteration 107Q: 3 clusters Score -898676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -898678.000000 Penalty: 897.474182
	Iteration 108Q: 3 clusters Score -898678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -898679.937500 Penalty: 897.474182
	Iteration 109Q: 3 clusters Score -898679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -898679.937500 Penalty: 897.474182
	Iteration 110F: 3 clusters Score -898679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Entering Unmasked Estep 
Score: -879976.062500 Penalty: 451.418152
	Iteration 0F: 2 clusters Score -879976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -866518.000000 Penalty: 902.836304
	Iteration 0F: 3 clusters Score -866518 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -872815.562500 Penalty: 902.836304
	Iteration 1F: 3 clusters Score -872815.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -874034.687500 Penalty: 902.836304
	Iteration 2F: 3 clusters Score -874034.7 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -875827.875000 Penalty: 902.836304
	Iteration 3F: 3 clusters Score -875827.9 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -877591.375000 Penalty: 902.836304
	Iteration 4F: 3 clusters Score -877591.4 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -878503.562500 Penalty: 902.836304
	Iteration 5F: 3 clusters Score -878503.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -878881.375000 Penalty: 902.836304
	Iteration 6Q: 3 clusters Score -878881.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -879057.562500 Penalty: 902.836304
	Iteration 7Q: 3 clusters Score -879057.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -879139.625000 Penalty: 902.836304
	Iteration 8Q: 3 clusters Score -879139.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -879193.312500 Penalty: 902.836304
	Iteration 9Q: 3 clusters Score -879193.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -879221.062500 Penalty: 902.836304
	Iteration 10Q: 3 clusters Score -879221.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -879240.125000 Penalty: 902.836304
	Iteration 11Q: 3 clusters Score -879240.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -879260.562500 Penalty: 902.836304
	Iteration 12Q: 3 clusters Score -879260.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -879271.562500 Penalty: 902.836304
	Iteration 13Q: 3 clusters Score -879271.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -879280.562500 Penalty: 902.836304
	Iteration 14Q: 3 clusters Score -879280.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -879287.562500 Penalty: 902.836304
	Iteration 15Q: 3 clusters Score -879287.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -879295.937500 Penalty: 902.836304
	Iteration 16Q: 3 clusters Score -879295.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -879302.937500 Penalty: 902.836304
	Iteration 17Q: 3 clusters Score -879302.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -879310.437500 Penalty: 902.836304
	Iteration 18Q: 3 clusters Score -879310.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -879315.125000 Penalty: 902.836304
	Iteration 19Q: 3 clusters Score -879315.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -879319.750000 Penalty: 902.836304
	Iteration 20F: 3 clusters Score -879319.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -879320.125000 Penalty: 902.836304
	Iteration 21Q: 3 clusters Score -879320.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -879329.125000 Penalty: 902.836304
	Iteration 22Q: 3 clusters Score -879329.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -879333.812500 Penalty: 902.836304
	Iteration 23Q: 3 clusters Score -879333.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -879337.062500 Penalty: 902.836304
	Iteration 24Q: 3 clusters Score -879337.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -879337.250000 Penalty: 902.836304
	Iteration 25Q: 3 clusters Score -879337.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -879343.750000 Penalty: 902.836304
	Iteration 26Q: 3 clusters Score -879343.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -879344.562500 Penalty: 902.836304
	Iteration 27Q: 3 clusters Score -879344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -879346.312500 Penalty: 902.836304
	Iteration 28Q: 3 clusters Score -879346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -879348.687500 Penalty: 902.836304
	Iteration 29Q: 3 clusters Score -879348.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -879349.312500 Penalty: 902.836304
	Iteration 30Q: 3 clusters Score -879349.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -879349.437500 Penalty: 902.836304
	Iteration 31Q: 3 clusters Score -879349.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -879351.062500 Penalty: 902.836304
	Iteration 32Q: 3 clusters Score -879351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -879353.750000 Penalty: 902.836304
	Iteration 33Q: 3 clusters Score -879353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -879351.750000 Penalty: 902.836304
	Iteration 34Q: 3 clusters Score -879351.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -879351.812500 Penalty: 902.836304
	Iteration 35Q: 3 clusters Score -879351.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -879356.187500 Penalty: 902.836304
	Iteration 36Q: 3 clusters Score -879356.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -879356.812500 Penalty: 902.836304
	Iteration 37Q: 3 clusters Score -879356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -879359.812500 Penalty: 902.836304
	Iteration 38Q: 3 clusters Score -879359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -879361.000000 Penalty: 902.836304
	Iteration 39Q: 3 clusters Score -879361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -879361.125000 Penalty: 902.836304
	Iteration 40F: 3 clusters Score -879361.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -879362.500000 Penalty: 902.836304
	Iteration 41Q: 3 clusters Score -879362.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -879366.312500 Penalty: 902.836304
	Iteration 42Q: 3 clusters Score -879366.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -879367.812500 Penalty: 902.836304
	Iteration 43Q: 3 clusters Score -879367.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -879372.375000 Penalty: 902.836304
	Iteration 44Q: 3 clusters Score -879372.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -879374.812500 Penalty: 902.836304
	Iteration 45Q: 3 clusters Score -879374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -879379.125000 Penalty: 902.836304
	Iteration 46Q: 3 clusters Score -879379.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -879382.937500 Penalty: 902.836304
	Iteration 47Q: 3 clusters Score -879382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -879381.687500 Penalty: 902.836304
	Iteration 48Q: 3 clusters Score -879381.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -879383.812500 Penalty: 902.836304
	Iteration 49Q: 3 clusters Score -879383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -879382.125000 Penalty: 902.836304
	Iteration 50Q: 3 clusters Score -879382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -879386.312500 Penalty: 902.836304
	Iteration 51Q: 3 clusters Score -879386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -879388.250000 Penalty: 902.836304
	Iteration 52Q: 3 clusters Score -879388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -879387.687500 Penalty: 902.836304
	Iteration 53Q: 3 clusters Score -879387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -879388.125000 Penalty: 902.836304
	Iteration 54Q: 3 clusters Score -879388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -879387.500000 Penalty: 902.836304
	Iteration 55Q: 3 clusters Score -879387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -879390.437500 Penalty: 902.836304
	Iteration 56Q: 3 clusters Score -879390.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -879390.625000 Penalty: 902.836304
	Iteration 57Q: 3 clusters Score -879390.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -879391.937500 Penalty: 902.836304
	Iteration 58Q: 3 clusters Score -879391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -879393.500000 Penalty: 902.836304
	Iteration 59Q: 3 clusters Score -879393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -879392.062500 Penalty: 902.836304
	Iteration 60F: 3 clusters Score -879392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -879392.562500 Penalty: 902.836304
	Iteration 61Q: 3 clusters Score -879392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -879393.937500 Penalty: 902.836304
	Iteration 62Q: 3 clusters Score -879393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -879395.562500 Penalty: 902.836304
	Iteration 63Q: 3 clusters Score -879395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -879395.187500 Penalty: 902.836304
	Iteration 64Q: 3 clusters Score -879395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -879393.062500 Penalty: 902.836304
	Iteration 65Q: 3 clusters Score -879393.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -879393.437500 Penalty: 902.836304
	Iteration 66Q: 3 clusters Score -879393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -879395.437500 Penalty: 902.836304
	Iteration 67Q: 3 clusters Score -879395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -879397.437500 Penalty: 902.836304
	Iteration 68Q: 3 clusters Score -879397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -879397.062500 Penalty: 902.836304
	Iteration 69Q: 3 clusters Score -879397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -879397.750000 Penalty: 902.836304
	Iteration 70Q: 3 clusters Score -879397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -879399.250000 Penalty: 902.836304
	Iteration 71Q: 3 clusters Score -879399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -879400.437500 Penalty: 902.836304
	Iteration 72Q: 3 clusters Score -879400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -879399.687500 Penalty: 902.836304
	Iteration 73Q: 3 clusters Score -879399.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -879401.312500 Penalty: 902.836304
	Iteration 74Q: 3 clusters Score -879401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -879400.625000 Penalty: 902.836304
	Iteration 75Q: 3 clusters Score -879400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -879402.937500 Penalty: 902.836304
	Iteration 76Q: 3 clusters Score -879402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -879402.750000 Penalty: 902.836304
	Iteration 77Q: 3 clusters Score -879402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -879402.187500 Penalty: 902.836304
	Iteration 78Q: 3 clusters Score -879402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -879403.750000 Penalty: 902.836304
	Iteration 79Q: 3 clusters Score -879403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -879403.312500 Penalty: 902.836304
	Iteration 80F: 3 clusters Score -879403.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -879405.750000 Penalty: 902.836304
	Iteration 81Q: 3 clusters Score -879405.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -879407.125000 Penalty: 902.836304
	Iteration 82Q: 3 clusters Score -879407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -879408.000000 Penalty: 902.836304
	Iteration 83Q: 3 clusters Score -879408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -879409.187500 Penalty: 902.836304
	Iteration 84Q: 3 clusters Score -879409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -879407.000000 Penalty: 902.836304
	Iteration 85Q: 3 clusters Score -879407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -879408.875000 Penalty: 902.836304
	Iteration 86Q: 3 clusters Score -879408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -879407.875000 Penalty: 902.836304
	Iteration 87Q: 3 clusters Score -879407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -879407.875000 Penalty: 902.836304
	Iteration 88F: 3 clusters Score -879407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (196932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Entering Unmasked Estep 
Score: -8826387.000000 Penalty: 554.672913
	Iteration 0F: 2 clusters Score -8826387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -8692749.000000 Penalty: 1109.345825
	Iteration 0F: 3 clusters Score -8692749 nChanged 96762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -8750755.000000 Penalty: 1109.345825
	Iteration 1F: 3 clusters Score -8750755 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -8751993.000000 Penalty: 1109.345825
	Iteration 2Q: 3 clusters Score -8751993 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -8753686.000000 Penalty: 1109.345825
	Iteration 3Q: 3 clusters Score -8753686 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -8756199.000000 Penalty: 1109.345825
	Iteration 4Q: 3 clusters Score -8756199 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8760297.000000 Penalty: 1109.345825
	Iteration 5Q: 3 clusters Score -8760297 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -8767548.000000 Penalty: 1109.345825
	Iteration 6F: 3 clusters Score -8767548 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8779594.000000 Penalty: 1109.345825
	Iteration 7F: 3 clusters Score -8779594 nChanged 17061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -8796373.000000 Penalty: 1109.345825
	Iteration 8F: 3 clusters Score -8796373 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -8812688.000000 Penalty: 1109.345825
	Iteration 9F: 3 clusters Score -8812688 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192383 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8821792.000000 Penalty: 1109.345825
	Iteration 10Q: 3 clusters Score -8821792 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195811 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8825012.000000 Penalty: 1109.345825
	Iteration 11Q: 3 clusters Score -8825012 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196678 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8825695.000000 Penalty: 1109.345825
	Iteration 12Q: 3 clusters Score -8825695 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8825831.000000 Penalty: 1109.345825
	Iteration 13Q: 3 clusters Score -8825831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196872 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8825862.000000 Penalty: 1109.345825
	Iteration 14Q: 3 clusters Score -8825862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8825879.000000 Penalty: 1109.345825
	Iteration 15Q: 3 clusters Score -8825879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8825880.000000 Penalty: 1109.345825
	Iteration 16Q: 3 clusters Score -8825880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8825889.000000 Penalty: 1109.345825
	Iteration 17Q: 3 clusters Score -8825889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8825890.000000 Penalty: 1109.345825
	Iteration 18Q: 3 clusters Score -8825890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8825890.000000 Penalty: 1109.345825
	Iteration 19F: 3 clusters Score -8825890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Entering Unmasked Estep 
Score: -958642.562500 Penalty: 454.762939
	Iteration 0F: 2 clusters Score -958642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -944082.250000 Penalty: 909.525879
	Iteration 0F: 3 clusters Score -944082.2 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -950091.500000 Penalty: 909.525879
	Iteration 1F: 3 clusters Score -950091.5 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -950372.937500 Penalty: 909.525879
	Iteration 2Q: 3 clusters Score -950372.9 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -950817.812500 Penalty: 909.525879
	Iteration 3Q: 3 clusters Score -950817.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -951567.687500 Penalty: 909.525879
	Iteration 4F: 3 clusters Score -951567.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -952661.250000 Penalty: 909.525879
	Iteration 5F: 3 clusters Score -952661.2 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -953858.062500 Penalty: 909.525879
	Iteration 6F: 3 clusters Score -953858.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -954658.812500 Penalty: 909.525879
	Iteration 7F: 3 clusters Score -954658.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -954985.250000 Penalty: 909.525879
	Iteration 8Q: 3 clusters Score -954985.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -955186.625000 Penalty: 909.525879
	Iteration 9Q: 3 clusters Score -955186.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -955386.687500 Penalty: 909.525879
	Iteration 10Q: 3 clusters Score -955386.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -955591.687500 Penalty: 909.525879
	Iteration 11Q: 3 clusters Score -955591.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -955847.125000 Penalty: 909.525879
	Iteration 12Q: 3 clusters Score -955847.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -956152.875000 Penalty: 909.525879
	Iteration 13Q: 3 clusters Score -956152.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -956500.437500 Penalty: 909.525879
	Iteration 14Q: 3 clusters Score -956500.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -956887.250000 Penalty: 909.525879
	Iteration 15Q: 3 clusters Score -956887.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -957346.875000 Penalty: 909.525879
	Iteration 16Q: 3 clusters Score -957346.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -957775.125000 Penalty: 909.525879
	Iteration 17Q: 3 clusters Score -957775.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -958098.812500 Penalty: 909.525879
	Iteration 18Q: 3 clusters Score -958098.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -958273.562500 Penalty: 909.525879
	Iteration 19Q: 3 clusters Score -958273.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -958383.625000 Penalty: 909.525879
	Iteration 20F: 3 clusters Score -958383.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -958431.312500 Penalty: 909.525879
	Iteration 21Q: 3 clusters Score -958431.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -958462.875000 Penalty: 909.525879
	Iteration 22Q: 3 clusters Score -958462.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -958481.062500 Penalty: 909.525879
	Iteration 23Q: 3 clusters Score -958481.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -958486.875000 Penalty: 909.525879
	Iteration 24Q: 3 clusters Score -958486.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -958490.125000 Penalty: 909.525879
	Iteration 25Q: 3 clusters Score -958490.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -958493.687500 Penalty: 909.525879
	Iteration 26Q: 3 clusters Score -958493.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -958494.812500 Penalty: 909.525879
	Iteration 27Q: 3 clusters Score -958494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -958493.500000 Penalty: 909.525879
	Iteration 28Q: 3 clusters Score -958493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -958494.250000 Penalty: 909.525879
	Iteration 29Q: 3 clusters Score -958494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -958493.500000 Penalty: 909.525879
	Iteration 30Q: 3 clusters Score -958493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -958494.687500 Penalty: 909.525879
	Iteration 31Q: 3 clusters Score -958494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -958494.875000 Penalty: 909.525879
	Iteration 32Q: 3 clusters Score -958494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -958496.375000 Penalty: 909.525879
	Iteration 33Q: 3 clusters Score -958496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -958497.000000 Penalty: 909.525879
	Iteration 34Q: 3 clusters Score -958497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -958496.187500 Penalty: 909.525879
	Iteration 35Q: 3 clusters Score -958496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -958496.125000 Penalty: 909.525879
	Iteration 36Q: 3 clusters Score -958496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -958496.062500 Penalty: 909.525879
	Iteration 37Q: 3 clusters Score -958496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -958495.562500 Penalty: 909.525879
	Iteration 38Q: 3 clusters Score -958495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -958496.250000 Penalty: 909.525879
	Iteration 39Q: 3 clusters Score -958496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -958496.562500 Penalty: 909.525879
	Iteration 40F: 3 clusters Score -958496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -41675.484375 Penalty: 320.144745
	Iteration 0F: 2 clusters Score -41675.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40769.128906 Penalty: 640.289490
	Iteration 0F: 3 clusters Score -40769.13 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -41067.007812 Penalty: 640.289490
	Iteration 1F: 3 clusters Score -41067.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -41118.496094 Penalty: 640.289490
	Iteration 2F: 3 clusters Score -41118.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -41169.367188 Penalty: 640.289490
	Iteration 3F: 3 clusters Score -41169.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -41230.535156 Penalty: 640.289490
	Iteration 4F: 3 clusters Score -41230.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -41295.375000 Penalty: 640.289490
	Iteration 5Q: 3 clusters Score -41295.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -41345.562500 Penalty: 640.289490
	Iteration 6F: 3 clusters Score -41345.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -41370.652344 Penalty: 640.289490
	Iteration 7Q: 3 clusters Score -41370.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -41378.519531 Penalty: 640.289490
	Iteration 8Q: 3 clusters Score -41378.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -41382.781250 Penalty: 640.289490
	Iteration 9Q: 3 clusters Score -41382.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -41384.902344 Penalty: 640.289490
	Iteration 10Q: 3 clusters Score -41384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -41385.390625 Penalty: 640.289490
	Iteration 11Q: 3 clusters Score -41385.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -41385.390625 Penalty: 640.289490
	Iteration 12F: 3 clusters Score -41385.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Entering Unmasked Estep 
Score: -3892884.250000 Penalty: 517.843994
	Iteration 0F: 2 clusters Score -3892884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -3833804.000000 Penalty: 1035.687988
	Iteration 0F: 3 clusters Score -3833804 nChanged 42710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -3859761.000000 Penalty: 1035.687988
	Iteration 1F: 3 clusters Score -3859761 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -3860934.750000 Penalty: 1035.687988
	Iteration 2Q: 3 clusters Score -3860935 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -3862941.750000 Penalty: 1035.687988
	Iteration 3F: 3 clusters Score -3862942 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -3866253.000000 Penalty: 1035.687988
	Iteration 4F: 3 clusters Score -3866253 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -3871357.000000 Penalty: 1035.687988
	Iteration 5F: 3 clusters Score -3871357 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -3877718.250000 Penalty: 1035.687988
	Iteration 6F: 3 clusters Score -3877718 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -3883249.500000 Penalty: 1035.687988
	Iteration 7F: 3 clusters Score -3883250 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -3886822.000000 Penalty: 1035.687988
	Iteration 8Q: 3 clusters Score -3886822 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -3888821.500000 Penalty: 1035.687988
	Iteration 9Q: 3 clusters Score -3888822 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -3889951.750000 Penalty: 1035.687988
	Iteration 10Q: 3 clusters Score -3889952 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -3890737.250000 Penalty: 1035.687988
	Iteration 11Q: 3 clusters Score -3890737 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -3891307.250000 Penalty: 1035.687988
	Iteration 12Q: 3 clusters Score -3891307 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -3891672.500000 Penalty: 1035.687988
	Iteration 13Q: 3 clusters Score -3891672 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -3891931.500000 Penalty: 1035.687988
	Iteration 14Q: 3 clusters Score -3891932 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -3892090.000000 Penalty: 1035.687988
	Iteration 15Q: 3 clusters Score -3892090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -3892207.500000 Penalty: 1035.687988
	Iteration 16Q: 3 clusters Score -3892208 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -3892270.250000 Penalty: 1035.687988
	Iteration 17Q: 3 clusters Score -3892270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -3892319.250000 Penalty: 1035.687988
	Iteration 18Q: 3 clusters Score -3892319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -3892348.250000 Penalty: 1035.687988
	Iteration 19Q: 3 clusters Score -3892348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -3892361.250000 Penalty: 1035.687988
	Iteration 20F: 3 clusters Score -3892361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -3892378.750000 Penalty: 1035.687988
	Iteration 21Q: 3 clusters Score -3892379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -3892387.750000 Penalty: 1035.687988
	Iteration 22Q: 3 clusters Score -3892388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -3892392.250000 Penalty: 1035.687988
	Iteration 23Q: 3 clusters Score -3892392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -3892408.250000 Penalty: 1035.687988
	Iteration 24Q: 3 clusters Score -3892408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -3892421.750000 Penalty: 1035.687988
	Iteration 25Q: 3 clusters Score -3892422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -3892429.500000 Penalty: 1035.687988
	Iteration 26Q: 3 clusters Score -3892430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -3892436.250000 Penalty: 1035.687988
	Iteration 27Q: 3 clusters Score -3892436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -3892441.500000 Penalty: 1035.687988
	Iteration 28Q: 3 clusters Score -3892442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -3892444.250000 Penalty: 1035.687988
	Iteration 29Q: 3 clusters Score -3892444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -3892443.000000 Penalty: 1035.687988
	Iteration 30Q: 3 clusters Score -3892443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -3892442.000000 Penalty: 1035.687988
	Iteration 31Q: 3 clusters Score -3892442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -3892441.000000 Penalty: 1035.687988
	Iteration 32Q: 3 clusters Score -3892441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -3892441.000000 Penalty: 1035.687988
	Iteration 33F: 3 clusters Score -3892441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -401638.312500 Penalty: 415.744049
	Iteration 0F: 2 clusters Score -401638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -395482.500000 Penalty: 831.488098
	Iteration 0F: 3 clusters Score -395482.5 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -397933.468750 Penalty: 831.488098
	Iteration 1F: 3 clusters Score -397933.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -398098.843750 Penalty: 831.488098
	Iteration 2Q: 3 clusters Score -398098.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -398341.937500 Penalty: 831.488098
	Iteration 3Q: 3 clusters Score -398341.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -398735.187500 Penalty: 831.488098
	Iteration 4F: 3 clusters Score -398735.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -399277.781250 Penalty: 831.488098
	Iteration 5F: 3 clusters Score -399277.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -399894.562500 Penalty: 831.488098
	Iteration 6F: 3 clusters Score -399894.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -400460.406250 Penalty: 831.488098
	Iteration 7F: 3 clusters Score -400460.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -400803.718750 Penalty: 831.488098
	Iteration 8F: 3 clusters Score -400803.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -400968.093750 Penalty: 831.488098
	Iteration 9Q: 3 clusters Score -400968.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -401077.031250 Penalty: 831.488098
	Iteration 10Q: 3 clusters Score -401077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -401183.093750 Penalty: 831.488098
	Iteration 11Q: 3 clusters Score -401183.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -401287.875000 Penalty: 831.488098
	Iteration 12Q: 3 clusters Score -401287.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -401345.093750 Penalty: 831.488098
	Iteration 13Q: 3 clusters Score -401345.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -401368.625000 Penalty: 831.488098
	Iteration 14Q: 3 clusters Score -401368.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -401386.593750 Penalty: 831.488098
	Iteration 15Q: 3 clusters Score -401386.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -401398.031250 Penalty: 831.488098
	Iteration 16Q: 3 clusters Score -401398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -401404.281250 Penalty: 831.488098
	Iteration 17Q: 3 clusters Score -401404.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -401408.875000 Penalty: 831.488098
	Iteration 18Q: 3 clusters Score -401408.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -401413.375000 Penalty: 831.488098
	Iteration 19Q: 3 clusters Score -401413.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -401413.312500 Penalty: 831.488098
	Iteration 20F: 3 clusters Score -401413.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -401415.437500 Penalty: 831.488098
	Iteration 21Q: 3 clusters Score -401415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -401417.718750 Penalty: 831.488098
	Iteration 22Q: 3 clusters Score -401417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -401419.562500 Penalty: 831.488098
	Iteration 23Q: 3 clusters Score -401419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -401419.406250 Penalty: 831.488098
	Iteration 24Q: 3 clusters Score -401419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -401420.343750 Penalty: 831.488098
	Iteration 25Q: 3 clusters Score -401420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -401420.593750 Penalty: 831.488098
	Iteration 26Q: 3 clusters Score -401420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -401420.437500 Penalty: 831.488098
	Iteration 27Q: 3 clusters Score -401420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -401421.375000 Penalty: 831.488098
	Iteration 28Q: 3 clusters Score -401421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -401421.718750 Penalty: 831.488098
	Iteration 29Q: 3 clusters Score -401421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -401422.218750 Penalty: 831.488098
	Iteration 30Q: 3 clusters Score -401422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -401422.000000 Penalty: 831.488098
	Iteration 31Q: 3 clusters Score -401422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -401424.687500 Penalty: 831.488098
	Iteration 32Q: 3 clusters Score -401424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -401425.093750 Penalty: 831.488098
	Iteration 33Q: 3 clusters Score -401425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -401425.093750 Penalty: 831.488098
	Iteration 34Q: 3 clusters Score -401425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -401425.031250 Penalty: 831.488098
	Iteration 35Q: 3 clusters Score -401425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -401425.156250 Penalty: 831.488098
	Iteration 36Q: 3 clusters Score -401425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -401425.125000 Penalty: 831.488098
	Iteration 37Q: 3 clusters Score -401425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -401426.406250 Penalty: 831.488098
	Iteration 38Q: 3 clusters Score -401426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -401426.062500 Penalty: 831.488098
	Iteration 39Q: 3 clusters Score -401426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -401425.750000 Penalty: 831.488098
	Iteration 40F: 3 clusters Score -401425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -401425.875000 Penalty: 831.488098
	Iteration 41Q: 3 clusters Score -401425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -401425.937500 Penalty: 831.488098
	Iteration 42Q: 3 clusters Score -401425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -401425.687500 Penalty: 831.488098
	Iteration 43Q: 3 clusters Score -401425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -401426.812500 Penalty: 831.488098
	Iteration 44Q: 3 clusters Score -401426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -401427.437500 Penalty: 831.488098
	Iteration 45Q: 3 clusters Score -401427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -401426.937500 Penalty: 831.488098
	Iteration 46Q: 3 clusters Score -401426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -401428.031250 Penalty: 831.488098
	Iteration 47Q: 3 clusters Score -401428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -401428.156250 Penalty: 831.488098
	Iteration 48Q: 3 clusters Score -401428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -401428.250000 Penalty: 831.488098
	Iteration 49Q: 3 clusters Score -401428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -401429.312500 Penalty: 831.488098
	Iteration 50Q: 3 clusters Score -401429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -401430.375000 Penalty: 831.488098
	Iteration 51Q: 3 clusters Score -401430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -401430.656250 Penalty: 831.488098
	Iteration 52Q: 3 clusters Score -401430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -401430.531250 Penalty: 831.488098
	Iteration 53Q: 3 clusters Score -401430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -401430.812500 Penalty: 831.488098
	Iteration 54Q: 3 clusters Score -401430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -401431.906250 Penalty: 831.488098
	Iteration 55Q: 3 clusters Score -401431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -401432.750000 Penalty: 831.488098
	Iteration 56Q: 3 clusters Score -401432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -401433.250000 Penalty: 831.488098
	Iteration 57Q: 3 clusters Score -401433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -401433.125000 Penalty: 831.488098
	Iteration 58Q: 3 clusters Score -401433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -401433.468750 Penalty: 831.488098
	Iteration 59Q: 3 clusters Score -401433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -401433.656250 Penalty: 831.488098
	Iteration 60F: 3 clusters Score -401433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -401434.468750 Penalty: 831.488098
	Iteration 61Q: 3 clusters Score -401434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -401434.625000 Penalty: 831.488098
	Iteration 62Q: 3 clusters Score -401434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -401434.281250 Penalty: 831.488098
	Iteration 63Q: 3 clusters Score -401434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -401433.500000 Penalty: 831.488098
	Iteration 64Q: 3 clusters Score -401433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -401433.843750 Penalty: 831.488098
	Iteration 65Q: 3 clusters Score -401433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -401433.843750 Penalty: 831.488098
	Iteration 66F: 3 clusters Score -401433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Entering Unmasked Estep 
Score: -882311.375000 Penalty: 452.024261
	Iteration 0F: 2 clusters Score -882311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -868578.000000 Penalty: 904.048523
	Iteration 0F: 3 clusters Score -868578 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -874982.250000 Penalty: 904.048523
	Iteration 1F: 3 clusters Score -874982.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -875926.000000 Penalty: 904.048523
	Iteration 2F: 3 clusters Score -875926 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -877146.250000 Penalty: 904.048523
	Iteration 3F: 3 clusters Score -877146.2 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -878485.312500 Penalty: 904.048523
	Iteration 4F: 3 clusters Score -878485.3 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -879357.812500 Penalty: 904.048523
	Iteration 5F: 3 clusters Score -879357.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -879722.875000 Penalty: 904.048523
	Iteration 6Q: 3 clusters Score -879722.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -879861.187500 Penalty: 904.048523
	Iteration 7Q: 3 clusters Score -879861.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -879933.500000 Penalty: 904.048523
	Iteration 8Q: 3 clusters Score -879933.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -879988.750000 Penalty: 904.048523
	Iteration 9Q: 3 clusters Score -879988.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -880036.937500 Penalty: 904.048523
	Iteration 10Q: 3 clusters Score -880036.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -880087.125000 Penalty: 904.048523
	Iteration 11Q: 3 clusters Score -880087.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -880143.062500 Penalty: 904.048523
	Iteration 12Q: 3 clusters Score -880143.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -880197.312500 Penalty: 904.048523
	Iteration 13Q: 3 clusters Score -880197.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -880241.625000 Penalty: 904.048523
	Iteration 14Q: 3 clusters Score -880241.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -880290.125000 Penalty: 904.048523
	Iteration 15Q: 3 clusters Score -880290.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -880339.687500 Penalty: 904.048523
	Iteration 16Q: 3 clusters Score -880339.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -880386.250000 Penalty: 904.048523
	Iteration 17Q: 3 clusters Score -880386.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -880431.562500 Penalty: 904.048523
	Iteration 18Q: 3 clusters Score -880431.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -880463.312500 Penalty: 904.048523
	Iteration 19Q: 3 clusters Score -880463.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -880494.562500 Penalty: 904.048523
	Iteration 20F: 3 clusters Score -880494.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -880525.937500 Penalty: 904.048523
	Iteration 21Q: 3 clusters Score -880525.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -880562.500000 Penalty: 904.048523
	Iteration 22Q: 3 clusters Score -880562.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -880608.125000 Penalty: 904.048523
	Iteration 23Q: 3 clusters Score -880608.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -880655.625000 Penalty: 904.048523
	Iteration 24Q: 3 clusters Score -880655.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -880708.125000 Penalty: 904.048523
	Iteration 25Q: 3 clusters Score -880708.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -880758.000000 Penalty: 904.048523
	Iteration 26Q: 3 clusters Score -880758 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -880805.062500 Penalty: 904.048523
	Iteration 27Q: 3 clusters Score -880805.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -880860.625000 Penalty: 904.048523
	Iteration 28Q: 3 clusters Score -880860.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -880910.562500 Penalty: 904.048523
	Iteration 29Q: 3 clusters Score -880910.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -880965.437500 Penalty: 904.048523
	Iteration 30Q: 3 clusters Score -880965.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -881018.187500 Penalty: 904.048523
	Iteration 31Q: 3 clusters Score -881018.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -881082.562500 Penalty: 904.048523
	Iteration 32Q: 3 clusters Score -881082.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -881144.000000 Penalty: 904.048523
	Iteration 33Q: 3 clusters Score -881144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -881205.000000 Penalty: 904.048523
	Iteration 34Q: 3 clusters Score -881205 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -881259.187500 Penalty: 904.048523
	Iteration 35Q: 3 clusters Score -881259.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -881317.312500 Penalty: 904.048523
	Iteration 36Q: 3 clusters Score -881317.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -881370.187500 Penalty: 904.048523
	Iteration 37Q: 3 clusters Score -881370.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -881423.250000 Penalty: 904.048523
	Iteration 38Q: 3 clusters Score -881423.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -881470.125000 Penalty: 904.048523
	Iteration 39Q: 3 clusters Score -881470.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -881514.562500 Penalty: 904.048523
	Iteration 40F: 3 clusters Score -881514.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -881552.250000 Penalty: 904.048523
	Iteration 41Q: 3 clusters Score -881552.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -881590.875000 Penalty: 904.048523
	Iteration 42Q: 3 clusters Score -881590.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -881635.312500 Penalty: 904.048523
	Iteration 43Q: 3 clusters Score -881635.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -881683.125000 Penalty: 904.048523
	Iteration 44Q: 3 clusters Score -881683.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -881724.437500 Penalty: 904.048523
	Iteration 45Q: 3 clusters Score -881724.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -881765.687500 Penalty: 904.048523
	Iteration 46Q: 3 clusters Score -881765.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -881809.312500 Penalty: 904.048523
	Iteration 47Q: 3 clusters Score -881809.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -881847.062500 Penalty: 904.048523
	Iteration 48Q: 3 clusters Score -881847.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -881881.187500 Penalty: 904.048523
	Iteration 49Q: 3 clusters Score -881881.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -881909.812500 Penalty: 904.048523
	Iteration 50Q: 3 clusters Score -881909.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -881937.500000 Penalty: 904.048523
	Iteration 51Q: 3 clusters Score -881937.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -881963.937500 Penalty: 904.048523
	Iteration 52Q: 3 clusters Score -881963.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -881986.250000 Penalty: 904.048523
	Iteration 53Q: 3 clusters Score -881986.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -882008.437500 Penalty: 904.048523
	Iteration 54Q: 3 clusters Score -882008.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -882033.062500 Penalty: 904.048523
	Iteration 55Q: 3 clusters Score -882033.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -882046.812500 Penalty: 904.048523
	Iteration 56Q: 3 clusters Score -882046.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -882068.500000 Penalty: 904.048523
	Iteration 57Q: 3 clusters Score -882068.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -882084.562500 Penalty: 904.048523
	Iteration 58Q: 3 clusters Score -882084.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -882095.437500 Penalty: 904.048523
	Iteration 59Q: 3 clusters Score -882095.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -882104.375000 Penalty: 904.048523
	Iteration 60F: 3 clusters Score -882104.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -882115.437500 Penalty: 904.048523
	Iteration 61Q: 3 clusters Score -882115.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -882126.687500 Penalty: 904.048523
	Iteration 62Q: 3 clusters Score -882126.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -882137.875000 Penalty: 904.048523
	Iteration 63Q: 3 clusters Score -882137.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -882143.687500 Penalty: 904.048523
	Iteration 64Q: 3 clusters Score -882143.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -882153.062500 Penalty: 904.048523
	Iteration 65Q: 3 clusters Score -882153.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -882165.500000 Penalty: 904.048523
	Iteration 66Q: 3 clusters Score -882165.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -882168.500000 Penalty: 904.048523
	Iteration 67Q: 3 clusters Score -882168.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -882177.000000 Penalty: 904.048523
	Iteration 68Q: 3 clusters Score -882177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -882183.562500 Penalty: 904.048523
	Iteration 69Q: 3 clusters Score -882183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -882195.187500 Penalty: 904.048523
	Iteration 70Q: 3 clusters Score -882195.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -882202.000000 Penalty: 904.048523
	Iteration 71Q: 3 clusters Score -882202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -882208.062500 Penalty: 904.048523
	Iteration 72Q: 3 clusters Score -882208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -882213.750000 Penalty: 904.048523
	Iteration 73Q: 3 clusters Score -882213.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -882220.937500 Penalty: 904.048523
	Iteration 74Q: 3 clusters Score -882220.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -882227.250000 Penalty: 904.048523
	Iteration 75Q: 3 clusters Score -882227.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -882236.812500 Penalty: 904.048523
	Iteration 76Q: 3 clusters Score -882236.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -882239.687500 Penalty: 904.048523
	Iteration 77Q: 3 clusters Score -882239.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -882241.187500 Penalty: 904.048523
	Iteration 78Q: 3 clusters Score -882241.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -882242.500000 Penalty: 904.048523
	Iteration 79Q: 3 clusters Score -882242.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -882245.875000 Penalty: 904.048523
	Iteration 80F: 3 clusters Score -882245.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -882250.437500 Penalty: 904.048523
	Iteration 81Q: 3 clusters Score -882250.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -882256.500000 Penalty: 904.048523
	Iteration 82Q: 3 clusters Score -882256.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -882257.812500 Penalty: 904.048523
	Iteration 83Q: 3 clusters Score -882257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -882257.375000 Penalty: 904.048523
	Iteration 84Q: 3 clusters Score -882257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -882257.812500 Penalty: 904.048523
	Iteration 85Q: 3 clusters Score -882257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -882260.562500 Penalty: 904.048523
	Iteration 86Q: 3 clusters Score -882260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -882259.500000 Penalty: 904.048523
	Iteration 87Q: 3 clusters Score -882259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -882259.437500 Penalty: 904.048523
	Iteration 88Q: 3 clusters Score -882259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -882259.875000 Penalty: 904.048523
	Iteration 89Q: 3 clusters Score -882259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -882259.750000 Penalty: 904.048523
	Iteration 90Q: 3 clusters Score -882259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -882259.437500 Penalty: 904.048523
	Iteration 91Q: 3 clusters Score -882259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -882260.250000 Penalty: 904.048523
	Iteration 92Q: 3 clusters Score -882260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -882262.250000 Penalty: 904.048523
	Iteration 93Q: 3 clusters Score -882262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -882262.000000 Penalty: 904.048523
	Iteration 94Q: 3 clusters Score -882262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -882261.937500 Penalty: 904.048523
	Iteration 95Q: 3 clusters Score -882261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -882262.000000 Penalty: 904.048523
	Iteration 96Q: 3 clusters Score -882262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -882262.250000 Penalty: 904.048523
	Iteration 97Q: 3 clusters Score -882262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -882263.937500 Penalty: 904.048523
	Iteration 98Q: 3 clusters Score -882263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -882263.000000 Penalty: 904.048523
	Iteration 99Q: 3 clusters Score -882263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -882263.875000 Penalty: 904.048523
	Iteration 100F: 3 clusters Score -882263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (321942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321942 members 
Entering Unmasked Estep 
Score: -14308253.000000 Penalty: 577.036804
	Iteration 0F: 2 clusters Score -1.430825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -14099828.000000 Penalty: 1154.073608
	Iteration 0F: 3 clusters Score -1.409983e+07 nChanged 159247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 156739 members 
Entering Unmasked Estep 
Score: -14196190.000000 Penalty: 1154.073608
	Iteration 1F: 3 clusters Score -1.419619e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168388 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -14199273.000000 Penalty: 1154.073608
	Iteration 2Q: 3 clusters Score -1.419927e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -14204026.000000 Penalty: 1154.073608
	Iteration 3Q: 3 clusters Score -1.420403e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179736 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -14211730.000000 Penalty: 1154.073608
	Iteration 4Q: 3 clusters Score -1.421173e+07 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187345 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -14223641.000000 Penalty: 1154.073608
	Iteration 5F: 3 clusters Score -1.422364e+07 nChanged 22058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194655 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -14241817.000000 Penalty: 1154.073608
	Iteration 6F: 3 clusters Score -1.424182e+07 nChanged 23192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199295 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -14264653.000000 Penalty: 1154.073608
	Iteration 7F: 3 clusters Score -1.426465e+07 nChanged 20428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200587 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -14281329.000000 Penalty: 1154.073608
	Iteration 8F: 3 clusters Score -1.428133e+07 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200645 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -14290203.000000 Penalty: 1154.073608
	Iteration 9Q: 3 clusters Score -1.42902e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200570 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -14296338.000000 Penalty: 1154.073608
	Iteration 10Q: 3 clusters Score -1.429634e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200391 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -14301551.000000 Penalty: 1154.073608
	Iteration 11Q: 3 clusters Score -1.430155e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200108 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -14305703.000000 Penalty: 1154.073608
	Iteration 12Q: 3 clusters Score -1.43057e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199852 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -14308923.000000 Penalty: 1154.073608
	Iteration 13Q: 3 clusters Score -1.430892e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 122231 members 
Entering Unmasked Estep 
Score: -14311076.000000 Penalty: 1154.073608
	Iteration 14Q: 3 clusters Score -1.431108e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199654 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -14312350.000000 Penalty: 1154.073608
	Iteration 15Q: 3 clusters Score -1.431235e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199439 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -14313066.000000 Penalty: 1154.073608
	Iteration 16Q: 3 clusters Score -1.431307e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199263 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -14313499.000000 Penalty: 1154.073608
	Iteration 17Q: 3 clusters Score -1.43135e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199033 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -14313711.000000 Penalty: 1154.073608
	Iteration 18Q: 3 clusters Score -1.431371e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198644 members 
Mstep: Class 2 contains 123298 members 
Entering Unmasked Estep 
Score: -14313842.000000 Penalty: 1154.073608
	Iteration 19Q: 3 clusters Score -1.431384e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198190 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -14313994.000000 Penalty: 1154.073608
	Iteration 20F: 3 clusters Score -1.431399e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197716 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -14314076.000000 Penalty: 1154.073608
	Iteration 21Q: 3 clusters Score -1.431408e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -14314092.000000 Penalty: 1154.073608
	Iteration 22Q: 3 clusters Score -1.431409e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196805 members 
Mstep: Class 2 contains 125137 members 
Entering Unmasked Estep 
Score: -14314102.000000 Penalty: 1154.073608
	Iteration 23Q: 3 clusters Score -1.43141e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -14314158.000000 Penalty: 1154.073608
	Iteration 24Q: 3 clusters Score -1.431416e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195761 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -14314177.000000 Penalty: 1154.073608
	Iteration 25Q: 3 clusters Score -1.431418e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195189 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -14314120.000000 Penalty: 1154.073608
	Iteration 26Q: 3 clusters Score -1.431412e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194631 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -14314200.000000 Penalty: 1154.073608
	Iteration 27Q: 3 clusters Score -1.43142e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -14314202.000000 Penalty: 1154.073608
	Iteration 28Q: 3 clusters Score -1.43142e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193516 members 
Mstep: Class 2 contains 128426 members 
Entering Unmasked Estep 
Score: -14314193.000000 Penalty: 1154.073608
	Iteration 29Q: 3 clusters Score -1.431419e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192958 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -14314259.000000 Penalty: 1154.073608
	Iteration 30Q: 3 clusters Score -1.431426e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192408 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -14314269.000000 Penalty: 1154.073608
	Iteration 31Q: 3 clusters Score -1.431427e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 130055 members 
Entering Unmasked Estep 
Score: -14314304.000000 Penalty: 1154.073608
	Iteration 32Q: 3 clusters Score -1.43143e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191344 members 
Mstep: Class 2 contains 130598 members 
Entering Unmasked Estep 
Score: -14314260.000000 Penalty: 1154.073608
	Iteration 33Q: 3 clusters Score -1.431426e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -14314318.000000 Penalty: 1154.073608
	Iteration 34Q: 3 clusters Score -1.431432e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -14314336.000000 Penalty: 1154.073608
	Iteration 35Q: 3 clusters Score -1.431434e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189877 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -14314353.000000 Penalty: 1154.073608
	Iteration 36Q: 3 clusters Score -1.431435e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -14314346.000000 Penalty: 1154.073608
	Iteration 37Q: 3 clusters Score -1.431435e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -14314326.000000 Penalty: 1154.073608
	Iteration 38Q: 3 clusters Score -1.431433e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188453 members 
Mstep: Class 2 contains 133489 members 
Entering Unmasked Estep 
Score: -14314346.000000 Penalty: 1154.073608
	Iteration 39Q: 3 clusters Score -1.431435e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -14314311.000000 Penalty: 1154.073608
	Iteration 40F: 3 clusters Score -1.431431e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Mstep: Class 2 contains 134361 members 
Entering Unmasked Estep 
Score: -14314336.000000 Penalty: 1154.073608
	Iteration 41Q: 3 clusters Score -1.431434e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 134772 members 
Entering Unmasked Estep 
Score: -14314373.000000 Penalty: 1154.073608
	Iteration 42Q: 3 clusters Score -1.431437e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186742 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -14314401.000000 Penalty: 1154.073608
	Iteration 43Q: 3 clusters Score -1.43144e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186325 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -14314385.000000 Penalty: 1154.073608
	Iteration 44Q: 3 clusters Score -1.431438e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185875 members 
Mstep: Class 2 contains 136067 members 
Entering Unmasked Estep 
Score: -14314419.000000 Penalty: 1154.073608
	Iteration 45Q: 3 clusters Score -1.431442e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185386 members 
Mstep: Class 2 contains 136556 members 
Entering Unmasked Estep 
Score: -14314401.000000 Penalty: 1154.073608
	Iteration 46Q: 3 clusters Score -1.43144e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -14314340.000000 Penalty: 1154.073608
	Iteration 47Q: 3 clusters Score -1.431434e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -14314333.000000 Penalty: 1154.073608
	Iteration 48Q: 3 clusters Score -1.431433e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 137823 members 
Entering Unmasked Estep 
Score: -14314350.000000 Penalty: 1154.073608
	Iteration 49Q: 3 clusters Score -1.431435e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183676 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -14314339.000000 Penalty: 1154.073608
	Iteration 50Q: 3 clusters Score -1.431434e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183254 members 
Mstep: Class 2 contains 138688 members 
Entering Unmasked Estep 
Score: -14314303.000000 Penalty: 1154.073608
	Iteration 51Q: 3 clusters Score -1.43143e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182825 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -14314275.000000 Penalty: 1154.073608
	Iteration 52Q: 3 clusters Score -1.431428e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -14314219.000000 Penalty: 1154.073608
	Iteration 53Q: 3 clusters Score -1.431422e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181872 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -14314160.000000 Penalty: 1154.073608
	Iteration 54Q: 3 clusters Score -1.431416e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -14314115.000000 Penalty: 1154.073608
	Iteration 55Q: 3 clusters Score -1.431412e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180876 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -14314056.000000 Penalty: 1154.073608
	Iteration 56Q: 3 clusters Score -1.431406e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 141539 members 
Entering Unmasked Estep 
Score: -14314106.000000 Penalty: 1154.073608
	Iteration 57Q: 3 clusters Score -1.431411e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -14314091.000000 Penalty: 1154.073608
	Iteration 58Q: 3 clusters Score -1.431409e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -14314056.000000 Penalty: 1154.073608
	Iteration 59Q: 3 clusters Score -1.431406e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178986 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -14314072.000000 Penalty: 1154.073608
	Iteration 60F: 3 clusters Score -1.431407e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -14313991.000000 Penalty: 1154.073608
	Iteration 61Q: 3 clusters Score -1.431399e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177991 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -14314014.000000 Penalty: 1154.073608
	Iteration 62Q: 3 clusters Score -1.431401e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -14314042.000000 Penalty: 1154.073608
	Iteration 63Q: 3 clusters Score -1.431404e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -14314087.000000 Penalty: 1154.073608
	Iteration 64Q: 3 clusters Score -1.431409e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -14314071.000000 Penalty: 1154.073608
	Iteration 65Q: 3 clusters Score -1.431407e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175880 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -14314041.000000 Penalty: 1154.073608
	Iteration 66Q: 3 clusters Score -1.431404e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -14314037.000000 Penalty: 1154.073608
	Iteration 67Q: 3 clusters Score -1.431404e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -14313952.000000 Penalty: 1154.073608
	Iteration 68Q: 3 clusters Score -1.431395e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174348 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -14313996.000000 Penalty: 1154.073608
	Iteration 69Q: 3 clusters Score -1.4314e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173818 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -14313979.000000 Penalty: 1154.073608
	Iteration 70Q: 3 clusters Score -1.431398e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173304 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -14313978.000000 Penalty: 1154.073608
	Iteration 71Q: 3 clusters Score -1.431398e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -14313963.000000 Penalty: 1154.073608
	Iteration 72Q: 3 clusters Score -1.431396e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 149608 members 
Entering Unmasked Estep 
Score: -14313918.000000 Penalty: 1154.073608
	Iteration 73Q: 3 clusters Score -1.431392e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 150052 members 
Entering Unmasked Estep 
Score: -14313911.000000 Penalty: 1154.073608
	Iteration 74Q: 3 clusters Score -1.431391e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171477 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -14313930.000000 Penalty: 1154.073608
	Iteration 75Q: 3 clusters Score -1.431393e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -14313932.000000 Penalty: 1154.073608
	Iteration 76Q: 3 clusters Score -1.431393e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -14313908.000000 Penalty: 1154.073608
	Iteration 77Q: 3 clusters Score -1.431391e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -14313871.000000 Penalty: 1154.073608
	Iteration 78Q: 3 clusters Score -1.431387e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169952 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -14313845.000000 Penalty: 1154.073608
	Iteration 79Q: 3 clusters Score -1.431384e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -14313839.000000 Penalty: 1154.073608
	Iteration 80F: 3 clusters Score -1.431384e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -14313837.000000 Penalty: 1154.073608
	Iteration 81Q: 3 clusters Score -1.431384e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 153183 members 
Entering Unmasked Estep 
Score: -14313839.000000 Penalty: 1154.073608
	Iteration 82Q: 3 clusters Score -1.431384e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -14313850.000000 Penalty: 1154.073608
	Iteration 83Q: 3 clusters Score -1.431385e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -14313860.000000 Penalty: 1154.073608
	Iteration 84Q: 3 clusters Score -1.431386e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -14313858.000000 Penalty: 1154.073608
	Iteration 85Q: 3 clusters Score -1.431386e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -14313869.000000 Penalty: 1154.073608
	Iteration 86Q: 3 clusters Score -1.431387e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -14313867.000000 Penalty: 1154.073608
	Iteration 87Q: 3 clusters Score -1.431387e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -14313834.000000 Penalty: 1154.073608
	Iteration 88Q: 3 clusters Score -1.431383e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166457 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -14313849.000000 Penalty: 1154.073608
	Iteration 89Q: 3 clusters Score -1.431385e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166129 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -14313855.000000 Penalty: 1154.073608
	Iteration 90Q: 3 clusters Score -1.431386e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -14313821.000000 Penalty: 1154.073608
	Iteration 91Q: 3 clusters Score -1.431382e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -14313810.000000 Penalty: 1154.073608
	Iteration 92Q: 3 clusters Score -1.431381e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -14313851.000000 Penalty: 1154.073608
	Iteration 93Q: 3 clusters Score -1.431385e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -14313844.000000 Penalty: 1154.073608
	Iteration 94Q: 3 clusters Score -1.431384e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -14313809.000000 Penalty: 1154.073608
	Iteration 95Q: 3 clusters Score -1.431381e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -14313791.000000 Penalty: 1154.073608
	Iteration 96Q: 3 clusters Score -1.431379e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -14313845.000000 Penalty: 1154.073608
	Iteration 97Q: 3 clusters Score -1.431384e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 158574 members 
Entering Unmasked Estep 
Score: -14313834.000000 Penalty: 1154.073608
	Iteration 98Q: 3 clusters Score -1.431383e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -14313824.000000 Penalty: 1154.073608
	Iteration 99Q: 3 clusters Score -1.431382e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -14313804.000000 Penalty: 1154.073608
	Iteration 100F: 3 clusters Score -1.43138e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 159543 members 
Entering Unmasked Estep 
Score: -14313788.000000 Penalty: 1154.073608
	Iteration 101Q: 3 clusters Score -1.431379e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -14313728.000000 Penalty: 1154.073608
	Iteration 102Q: 3 clusters Score -1.431373e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -14313741.000000 Penalty: 1154.073608
	Iteration 103Q: 3 clusters Score -1.431374e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -14313709.000000 Penalty: 1154.073608
	Iteration 104Q: 3 clusters Score -1.431371e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 160883 members 
Entering Unmasked Estep 
Score: -14313655.000000 Penalty: 1154.073608
	Iteration 105Q: 3 clusters Score -1.431366e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160707 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -14313686.000000 Penalty: 1154.073608
	Iteration 106Q: 3 clusters Score -1.431369e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -14313680.000000 Penalty: 1154.073608
	Iteration 107Q: 3 clusters Score -1.431368e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160021 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -14313683.000000 Penalty: 1154.073608
	Iteration 108Q: 3 clusters Score -1.431368e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -14313637.000000 Penalty: 1154.073608
	Iteration 109Q: 3 clusters Score -1.431364e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -14313690.000000 Penalty: 1154.073608
	Iteration 110Q: 3 clusters Score -1.431369e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -14313712.000000 Penalty: 1154.073608
	Iteration 111Q: 3 clusters Score -1.431371e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -14313704.000000 Penalty: 1154.073608
	Iteration 112Q: 3 clusters Score -1.43137e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -14313672.000000 Penalty: 1154.073608
	Iteration 113Q: 3 clusters Score -1.431367e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -14313676.000000 Penalty: 1154.073608
	Iteration 114Q: 3 clusters Score -1.431368e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 164596 members 
Entering Unmasked Estep 
Score: -14313688.000000 Penalty: 1154.073608
	Iteration 115Q: 3 clusters Score -1.431369e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 165115 members 
Entering Unmasked Estep 
Score: -14313721.000000 Penalty: 1154.073608
	Iteration 116Q: 3 clusters Score -1.431372e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -14313701.000000 Penalty: 1154.073608
	Iteration 117Q: 3 clusters Score -1.43137e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155700 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -14313659.000000 Penalty: 1154.073608
	Iteration 118Q: 3 clusters Score -1.431366e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -14313671.000000 Penalty: 1154.073608
	Iteration 119Q: 3 clusters Score -1.431367e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 167290 members 
Entering Unmasked Estep 
Score: -14313672.000000 Penalty: 1154.073608
	Iteration 120F: 3 clusters Score -1.431367e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -14313643.000000 Penalty: 1154.073608
	Iteration 121Q: 3 clusters Score -1.431364e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -14313610.000000 Penalty: 1154.073608
	Iteration 122Q: 3 clusters Score -1.431361e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152883 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -14313576.000000 Penalty: 1154.073608
	Iteration 123Q: 3 clusters Score -1.431358e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152246 members 
Mstep: Class 2 contains 169696 members 
Entering Unmasked Estep 
Score: -14313524.000000 Penalty: 1154.073608
	Iteration 124Q: 3 clusters Score -1.431352e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -14313535.000000 Penalty: 1154.073608
	Iteration 125Q: 3 clusters Score -1.431354e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -14313482.000000 Penalty: 1154.073608
	Iteration 126Q: 3 clusters Score -1.431348e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -14313506.000000 Penalty: 1154.073608
	Iteration 127Q: 3 clusters Score -1.431351e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149633 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -14313473.000000 Penalty: 1154.073608
	Iteration 128Q: 3 clusters Score -1.431347e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148878 members 
Mstep: Class 2 contains 173064 members 
Entering Unmasked Estep 
Score: -14313467.000000 Penalty: 1154.073608
	Iteration 129Q: 3 clusters Score -1.431347e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -14313479.000000 Penalty: 1154.073608
	Iteration 130Q: 3 clusters Score -1.431348e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -14313467.000000 Penalty: 1154.073608
	Iteration 131Q: 3 clusters Score -1.431347e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -14313462.000000 Penalty: 1154.073608
	Iteration 132Q: 3 clusters Score -1.431346e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -14313465.000000 Penalty: 1154.073608
	Iteration 133Q: 3 clusters Score -1.431346e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -14313459.000000 Penalty: 1154.073608
	Iteration 134Q: 3 clusters Score -1.431346e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -14313406.000000 Penalty: 1154.073608
	Iteration 135Q: 3 clusters Score -1.431341e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 178437 members 
Entering Unmasked Estep 
Score: -14313411.000000 Penalty: 1154.073608
	Iteration 136Q: 3 clusters Score -1.431341e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142719 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -14313384.000000 Penalty: 1154.073608
	Iteration 137Q: 3 clusters Score -1.431338e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -14313365.000000 Penalty: 1154.073608
	Iteration 138Q: 3 clusters Score -1.431336e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141044 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -14313328.000000 Penalty: 1154.073608
	Iteration 139Q: 3 clusters Score -1.431333e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 181746 members 
Entering Unmasked Estep 
Score: -14313282.000000 Penalty: 1154.073608
	Iteration 140F: 3 clusters Score -1.431328e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 182653 members 
Entering Unmasked Estep 
Score: -14313217.000000 Penalty: 1154.073608
	Iteration 141Q: 3 clusters Score -1.431322e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 183609 members 
Entering Unmasked Estep 
Score: -14313207.000000 Penalty: 1154.073608
	Iteration 142Q: 3 clusters Score -1.431321e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137484 members 
Mstep: Class 2 contains 184458 members 
Entering Unmasked Estep 
Score: -14313187.000000 Penalty: 1154.073608
	Iteration 143Q: 3 clusters Score -1.431319e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136622 members 
Mstep: Class 2 contains 185320 members 
Entering Unmasked Estep 
Score: -14313230.000000 Penalty: 1154.073608
	Iteration 144Q: 3 clusters Score -1.431323e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 186259 members 
Entering Unmasked Estep 
Score: -14313256.000000 Penalty: 1154.073608
	Iteration 145Q: 3 clusters Score -1.431326e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -14313231.000000 Penalty: 1154.073608
	Iteration 146Q: 3 clusters Score -1.431323e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 188028 members 
Entering Unmasked Estep 
Score: -14313207.000000 Penalty: 1154.073608
	Iteration 147Q: 3 clusters Score -1.431321e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133069 members 
Mstep: Class 2 contains 188873 members 
Entering Unmasked Estep 
Score: -14313235.000000 Penalty: 1154.073608
	Iteration 148Q: 3 clusters Score -1.431324e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132252 members 
Mstep: Class 2 contains 189690 members 
Entering Unmasked Estep 
Score: -14313223.000000 Penalty: 1154.073608
	Iteration 149Q: 3 clusters Score -1.431322e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 190531 members 
Entering Unmasked Estep 
Score: -14313165.000000 Penalty: 1154.073608
	Iteration 150Q: 3 clusters Score -1.431316e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 191368 members 
Entering Unmasked Estep 
Score: -14313168.000000 Penalty: 1154.073608
	Iteration 151Q: 3 clusters Score -1.431317e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 192213 members 
Entering Unmasked Estep 
Score: -14313107.000000 Penalty: 1154.073608
	Iteration 152Q: 3 clusters Score -1.431311e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 193097 members 
Entering Unmasked Estep 
Score: -14313027.000000 Penalty: 1154.073608
	Iteration 153Q: 3 clusters Score -1.431303e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 193944 members 
Entering Unmasked Estep 
Score: -14313072.000000 Penalty: 1154.073608
	Iteration 154Q: 3 clusters Score -1.431307e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Mstep: Class 2 contains 194776 members 
Entering Unmasked Estep 
Score: -14313101.000000 Penalty: 1154.073608
	Iteration 155Q: 3 clusters Score -1.43131e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126360 members 
Mstep: Class 2 contains 195582 members 
Entering Unmasked Estep 
Score: -14313033.000000 Penalty: 1154.073608
	Iteration 156Q: 3 clusters Score -1.431303e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -14313045.000000 Penalty: 1154.073608
	Iteration 157Q: 3 clusters Score -1.431304e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 197140 members 
Entering Unmasked Estep 
Score: -14313021.000000 Penalty: 1154.073608
	Iteration 158Q: 3 clusters Score -1.431302e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 197883 members 
Entering Unmasked Estep 
Score: -14312975.000000 Penalty: 1154.073608
	Iteration 159Q: 3 clusters Score -1.431298e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -14312963.000000 Penalty: 1154.073608
	Iteration 160F: 3 clusters Score -1.431296e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122438 members 
Mstep: Class 2 contains 199504 members 
Entering Unmasked Estep 
Score: -14313004.000000 Penalty: 1154.073608
	Iteration 161Q: 3 clusters Score -1.4313e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 200269 members 
Entering Unmasked Estep 
Score: -14312997.000000 Penalty: 1154.073608
	Iteration 162Q: 3 clusters Score -1.4313e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 201027 members 
Entering Unmasked Estep 
Score: -14313019.000000 Penalty: 1154.073608
	Iteration 163Q: 3 clusters Score -1.431302e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 201773 members 
Entering Unmasked Estep 
Score: -14313047.000000 Penalty: 1154.073608
	Iteration 164Q: 3 clusters Score -1.431305e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 202494 members 
Entering Unmasked Estep 
Score: -14313045.000000 Penalty: 1154.073608
	Iteration 165Q: 3 clusters Score -1.431304e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 203199 members 
Entering Unmasked Estep 
Score: -14313041.000000 Penalty: 1154.073608
	Iteration 166Q: 3 clusters Score -1.431304e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 203869 members 
Entering Unmasked Estep 
Score: -14313021.000000 Penalty: 1154.073608
	Iteration 167Q: 3 clusters Score -1.431302e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -14312984.000000 Penalty: 1154.073608
	Iteration 168Q: 3 clusters Score -1.431298e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116736 members 
Mstep: Class 2 contains 205206 members 
Entering Unmasked Estep 
Score: -14312968.000000 Penalty: 1154.073608
	Iteration 169Q: 3 clusters Score -1.431297e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 205940 members 
Entering Unmasked Estep 
Score: -14312997.000000 Penalty: 1154.073608
	Iteration 170Q: 3 clusters Score -1.4313e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 206683 members 
Entering Unmasked Estep 
Score: -14312947.000000 Penalty: 1154.073608
	Iteration 171Q: 3 clusters Score -1.431295e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 207465 members 
Entering Unmasked Estep 
Score: -14312955.000000 Penalty: 1154.073608
	Iteration 172Q: 3 clusters Score -1.431296e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 208280 members 
Entering Unmasked Estep 
Score: -14312966.000000 Penalty: 1154.073608
	Iteration 173Q: 3 clusters Score -1.431297e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 209110 members 
Entering Unmasked Estep 
Score: -14312912.000000 Penalty: 1154.073608
	Iteration 174Q: 3 clusters Score -1.431291e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111998 members 
Mstep: Class 2 contains 209944 members 
Entering Unmasked Estep 
Score: -14312939.000000 Penalty: 1154.073608
	Iteration 175Q: 3 clusters Score -1.431294e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 210795 members 
Entering Unmasked Estep 
Score: -14312932.000000 Penalty: 1154.073608
	Iteration 176Q: 3 clusters Score -1.431293e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 211695 members 
Entering Unmasked Estep 
Score: -14312951.000000 Penalty: 1154.073608
	Iteration 177Q: 3 clusters Score -1.431295e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 212593 members 
Entering Unmasked Estep 
Score: -14312902.000000 Penalty: 1154.073608
	Iteration 178Q: 3 clusters Score -1.43129e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 213496 members 
Entering Unmasked Estep 
Score: -14312900.000000 Penalty: 1154.073608
	Iteration 179Q: 3 clusters Score -1.43129e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -14312873.000000 Penalty: 1154.073608
	Iteration 180F: 3 clusters Score -1.431287e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 215327 members 
Entering Unmasked Estep 
Score: -14312785.000000 Penalty: 1154.073608
	Iteration 181Q: 3 clusters Score -1.431278e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 216210 members 
Entering Unmasked Estep 
Score: -14312792.000000 Penalty: 1154.073608
	Iteration 182Q: 3 clusters Score -1.431279e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 217052 members 
Entering Unmasked Estep 
Score: -14312765.000000 Penalty: 1154.073608
	Iteration 183Q: 3 clusters Score -1.431276e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 217969 members 
Entering Unmasked Estep 
Score: -14312770.000000 Penalty: 1154.073608
	Iteration 184Q: 3 clusters Score -1.431277e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 218840 members 
Entering Unmasked Estep 
Score: -14312715.000000 Penalty: 1154.073608
	Iteration 185Q: 3 clusters Score -1.431272e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 219671 members 
Entering Unmasked Estep 
Score: -14312716.000000 Penalty: 1154.073608
	Iteration 186Q: 3 clusters Score -1.431272e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 220517 members 
Entering Unmasked Estep 
Score: -14312697.000000 Penalty: 1154.073608
	Iteration 187Q: 3 clusters Score -1.43127e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -14312746.000000 Penalty: 1154.073608
	Iteration 188Q: 3 clusters Score -1.431275e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 222279 members 
Entering Unmasked Estep 
Score: -14312775.000000 Penalty: 1154.073608
	Iteration 189Q: 3 clusters Score -1.431278e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 223207 members 
Entering Unmasked Estep 
Score: -14312667.000000 Penalty: 1154.073608
	Iteration 190Q: 3 clusters Score -1.431267e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 224093 members 
Entering Unmasked Estep 
Score: -14312660.000000 Penalty: 1154.073608
	Iteration 191Q: 3 clusters Score -1.431266e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 225002 members 
Entering Unmasked Estep 
Score: -14312646.000000 Penalty: 1154.073608
	Iteration 192Q: 3 clusters Score -1.431265e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 225875 members 
Entering Unmasked Estep 
Score: -14312723.000000 Penalty: 1154.073608
	Iteration 193Q: 3 clusters Score -1.431272e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 226681 members 
Entering Unmasked Estep 
Score: -14312682.000000 Penalty: 1154.073608
	Iteration 194Q: 3 clusters Score -1.431268e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 227483 members 
Entering Unmasked Estep 
Score: -14312685.000000 Penalty: 1154.073608
	Iteration 195Q: 3 clusters Score -1.431268e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 228321 members 
Entering Unmasked Estep 
Score: -14312714.000000 Penalty: 1154.073608
	Iteration 196Q: 3 clusters Score -1.431271e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 229185 members 
Entering Unmasked Estep 
Score: -14312770.000000 Penalty: 1154.073608
	Iteration 197Q: 3 clusters Score -1.431277e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 230059 members 
Entering Unmasked Estep 
Score: -14312775.000000 Penalty: 1154.073608
	Iteration 198Q: 3 clusters Score -1.431278e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 230873 members 
Entering Unmasked Estep 
Score: -14312775.000000 Penalty: 1154.073608
	Iteration 199Q: 3 clusters Score -1.431278e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 231669 members 
Entering Unmasked Estep 
Score: -14312750.000000 Penalty: 1154.073608
	Iteration 200F: 3 clusters Score -1.431275e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 232526 members 
Entering Unmasked Estep 
Score: -14312770.000000 Penalty: 1154.073608
	Iteration 201Q: 3 clusters Score -1.431277e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 233374 members 
Entering Unmasked Estep 
Score: -14312768.000000 Penalty: 1154.073608
	Iteration 202Q: 3 clusters Score -1.431277e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 234179 members 
Entering Unmasked Estep 
Score: -14312648.000000 Penalty: 1154.073608
	Iteration 203Q: 3 clusters Score -1.431265e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 235008 members 
Entering Unmasked Estep 
Score: -14312665.000000 Penalty: 1154.073608
	Iteration 204Q: 3 clusters Score -1.431266e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 235870 members 
Entering Unmasked Estep 
Score: -14312703.000000 Penalty: 1154.073608
	Iteration 205Q: 3 clusters Score -1.43127e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 236651 members 
Entering Unmasked Estep 
Score: -14312757.000000 Penalty: 1154.073608
	Iteration 206Q: 3 clusters Score -1.431276e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 237493 members 
Entering Unmasked Estep 
Score: -14312675.000000 Penalty: 1154.073608
	Iteration 207Q: 3 clusters Score -1.431268e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 238333 members 
Entering Unmasked Estep 
Score: -14312690.000000 Penalty: 1154.073608
	Iteration 208Q: 3 clusters Score -1.431269e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 239104 members 
Entering Unmasked Estep 
Score: -14312685.000000 Penalty: 1154.073608
	Iteration 209Q: 3 clusters Score -1.431268e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 239931 members 
Entering Unmasked Estep 
Score: -14312664.000000 Penalty: 1154.073608
	Iteration 210Q: 3 clusters Score -1.431266e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 240853 members 
Entering Unmasked Estep 
Score: -14312602.000000 Penalty: 1154.073608
	Iteration 211Q: 3 clusters Score -1.43126e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 241714 members 
Entering Unmasked Estep 
Score: -14312567.000000 Penalty: 1154.073608
	Iteration 212Q: 3 clusters Score -1.431257e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 242616 members 
Entering Unmasked Estep 
Score: -14312595.000000 Penalty: 1154.073608
	Iteration 213Q: 3 clusters Score -1.43126e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 243530 members 
Entering Unmasked Estep 
Score: -14312695.000000 Penalty: 1154.073608
	Iteration 214Q: 3 clusters Score -1.43127e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 244457 members 
Entering Unmasked Estep 
Score: -14312673.000000 Penalty: 1154.073608
	Iteration 215Q: 3 clusters Score -1.431267e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 245414 members 
Entering Unmasked Estep 
Score: -14312678.000000 Penalty: 1154.073608
	Iteration 216Q: 3 clusters Score -1.431268e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 246337 members 
Entering Unmasked Estep 
Score: -14312682.000000 Penalty: 1154.073608
	Iteration 217Q: 3 clusters Score -1.431268e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 247250 members 
Entering Unmasked Estep 
Score: -14312685.000000 Penalty: 1154.073608
	Iteration 218Q: 3 clusters Score -1.431268e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 248202 members 
Entering Unmasked Estep 
Score: -14312741.000000 Penalty: 1154.073608
	Iteration 219Q: 3 clusters Score -1.431274e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 249149 members 
Entering Unmasked Estep 
Score: -14312824.000000 Penalty: 1154.073608
	Iteration 220F: 3 clusters Score -1.431282e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 250123 members 
Entering Unmasked Estep 
Score: -14312799.000000 Penalty: 1154.073608
	Iteration 221Q: 3 clusters Score -1.43128e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 251144 members 
Entering Unmasked Estep 
Score: -14312843.000000 Penalty: 1154.073608
	Iteration 222Q: 3 clusters Score -1.431284e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 252135 members 
Entering Unmasked Estep 
Score: -14312901.000000 Penalty: 1154.073608
	Iteration 223Q: 3 clusters Score -1.43129e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 253094 members 
Entering Unmasked Estep 
Score: -14312925.000000 Penalty: 1154.073608
	Iteration 224Q: 3 clusters Score -1.431292e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 254052 members 
Entering Unmasked Estep 
Score: -14312953.000000 Penalty: 1154.073608
	Iteration 225Q: 3 clusters Score -1.431295e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 255010 members 
Entering Unmasked Estep 
Score: -14312909.000000 Penalty: 1154.073608
	Iteration 226Q: 3 clusters Score -1.431291e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 256067 members 
Entering Unmasked Estep 
Score: -14313021.000000 Penalty: 1154.073608
	Iteration 227Q: 3 clusters Score -1.431302e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 257043 members 
Entering Unmasked Estep 
Score: -14313018.000000 Penalty: 1154.073608
	Iteration 228Q: 3 clusters Score -1.431302e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 258011 members 
Entering Unmasked Estep 
Score: -14312950.000000 Penalty: 1154.073608
	Iteration 229Q: 3 clusters Score -1.431295e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 259016 members 
Entering Unmasked Estep 
Score: -14312976.000000 Penalty: 1154.073608
	Iteration 230Q: 3 clusters Score -1.431298e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 260042 members 
Entering Unmasked Estep 
Score: -14313037.000000 Penalty: 1154.073608
	Iteration 231Q: 3 clusters Score -1.431304e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 261046 members 
Entering Unmasked Estep 
Score: -14313045.000000 Penalty: 1154.073608
	Iteration 232Q: 3 clusters Score -1.431304e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 262074 members 
Entering Unmasked Estep 
Score: -14313062.000000 Penalty: 1154.073608
	Iteration 233Q: 3 clusters Score -1.431306e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 263053 members 
Entering Unmasked Estep 
Score: -14313096.000000 Penalty: 1154.073608
	Iteration 234Q: 3 clusters Score -1.43131e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 264109 members 
Entering Unmasked Estep 
Score: -14313038.000000 Penalty: 1154.073608
	Iteration 235Q: 3 clusters Score -1.431304e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 265206 members 
Entering Unmasked Estep 
Score: -14313101.000000 Penalty: 1154.073608
	Iteration 236Q: 3 clusters Score -1.43131e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 266290 members 
Entering Unmasked Estep 
Score: -14313081.000000 Penalty: 1154.073608
	Iteration 237Q: 3 clusters Score -1.431308e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 267321 members 
Entering Unmasked Estep 
Score: -14313134.000000 Penalty: 1154.073608
	Iteration 238Q: 3 clusters Score -1.431313e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 268274 members 
Entering Unmasked Estep 
Score: -14313146.000000 Penalty: 1154.073608
	Iteration 239Q: 3 clusters Score -1.431315e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 269268 members 
Entering Unmasked Estep 
Score: -14313217.000000 Penalty: 1154.073608
	Iteration 240F: 3 clusters Score -1.431322e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 270249 members 
Entering Unmasked Estep 
Score: -14313125.000000 Penalty: 1154.073608
	Iteration 241Q: 3 clusters Score -1.431312e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 271183 members 
Entering Unmasked Estep 
Score: -14313114.000000 Penalty: 1154.073608
	Iteration 242Q: 3 clusters Score -1.431311e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 272164 members 
Entering Unmasked Estep 
Score: -14313112.000000 Penalty: 1154.073608
	Iteration 243Q: 3 clusters Score -1.431311e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 273142 members 
Entering Unmasked Estep 
Score: -14313155.000000 Penalty: 1154.073608
	Iteration 244Q: 3 clusters Score -1.431316e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 274089 members 
Entering Unmasked Estep 
Score: -14313181.000000 Penalty: 1154.073608
	Iteration 245Q: 3 clusters Score -1.431318e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 274937 members 
Entering Unmasked Estep 
Score: -14313230.000000 Penalty: 1154.073608
	Iteration 246Q: 3 clusters Score -1.431323e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 275813 members 
Entering Unmasked Estep 
Score: -14313233.000000 Penalty: 1154.073608
	Iteration 247Q: 3 clusters Score -1.431323e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 276682 members 
Entering Unmasked Estep 
Score: -14313259.000000 Penalty: 1154.073608
	Iteration 248Q: 3 clusters Score -1.431326e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 277488 members 
Entering Unmasked Estep 
Score: -14313352.000000 Penalty: 1154.073608
	Iteration 249Q: 3 clusters Score -1.431335e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 278348 members 
Entering Unmasked Estep 
Score: -14313352.000000 Penalty: 1154.073608
	Iteration 250Q: 3 clusters Score -1.431335e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 279294 members 
Entering Unmasked Estep 
Score: -14313331.000000 Penalty: 1154.073608
	Iteration 251Q: 3 clusters Score -1.431333e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 280233 members 
Entering Unmasked Estep 
Score: -14313331.000000 Penalty: 1154.073608
	Iteration 252Q: 3 clusters Score -1.431333e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 281168 members 
Entering Unmasked Estep 
Score: -14313396.000000 Penalty: 1154.073608
	Iteration 253Q: 3 clusters Score -1.43134e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 282052 members 
Entering Unmasked Estep 
Score: -14313351.000000 Penalty: 1154.073608
	Iteration 254Q: 3 clusters Score -1.431335e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 282996 members 
Entering Unmasked Estep 
Score: -14313260.000000 Penalty: 1154.073608
	Iteration 255Q: 3 clusters Score -1.431326e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 283885 members 
Entering Unmasked Estep 
Score: -14313207.000000 Penalty: 1154.073608
	Iteration 256Q: 3 clusters Score -1.431321e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 284732 members 
Entering Unmasked Estep 
Score: -14313197.000000 Penalty: 1154.073608
	Iteration 257Q: 3 clusters Score -1.43132e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 285505 members 
Entering Unmasked Estep 
Score: -14313026.000000 Penalty: 1154.073608
	Iteration 258Q: 3 clusters Score -1.431303e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 286236 members 
Entering Unmasked Estep 
Score: -14312938.000000 Penalty: 1154.073608
	Iteration 259Q: 3 clusters Score -1.431294e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 286968 members 
Entering Unmasked Estep 
Score: -14312883.000000 Penalty: 1154.073608
	Iteration 260F: 3 clusters Score -1.431288e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 287677 members 
Entering Unmasked Estep 
Score: -14312751.000000 Penalty: 1154.073608
	Iteration 261Q: 3 clusters Score -1.431275e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 288304 members 
Entering Unmasked Estep 
Score: -14312694.000000 Penalty: 1154.073608
	Iteration 262Q: 3 clusters Score -1.431269e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 288883 members 
Entering Unmasked Estep 
Score: -14312670.000000 Penalty: 1154.073608
	Iteration 263Q: 3 clusters Score -1.431267e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 289483 members 
Entering Unmasked Estep 
Score: -14312595.000000 Penalty: 1154.073608
	Iteration 264Q: 3 clusters Score -1.43126e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 290013 members 
Entering Unmasked Estep 
Score: -14312485.000000 Penalty: 1154.073608
	Iteration 265Q: 3 clusters Score -1.431248e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 290526 members 
Entering Unmasked Estep 
Score: -14312406.000000 Penalty: 1154.073608
	Iteration 266Q: 3 clusters Score -1.431241e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 291026 members 
Entering Unmasked Estep 
Score: -14312324.000000 Penalty: 1154.073608
	Iteration 267Q: 3 clusters Score -1.431232e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 291581 members 
Entering Unmasked Estep 
Score: -14312251.000000 Penalty: 1154.073608
	Iteration 268Q: 3 clusters Score -1.431225e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 292180 members 
Entering Unmasked Estep 
Score: -14312129.000000 Penalty: 1154.073608
	Iteration 269Q: 3 clusters Score -1.431213e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 292836 members 
Entering Unmasked Estep 
Score: -14312088.000000 Penalty: 1154.073608
	Iteration 270Q: 3 clusters Score -1.431209e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 293505 members 
Entering Unmasked Estep 
Score: -14311984.000000 Penalty: 1154.073608
	Iteration 271Q: 3 clusters Score -1.431198e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 294219 members 
Entering Unmasked Estep 
Score: -14311869.000000 Penalty: 1154.073608
	Iteration 272Q: 3 clusters Score -1.431187e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 294919 members 
Entering Unmasked Estep 
Score: -14311735.000000 Penalty: 1154.073608
	Iteration 273Q: 3 clusters Score -1.431174e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 295668 members 
Entering Unmasked Estep 
Score: -14311571.000000 Penalty: 1154.073608
	Iteration 274Q: 3 clusters Score -1.431157e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 296362 members 
Entering Unmasked Estep 
Score: -14311461.000000 Penalty: 1154.073608
	Iteration 275Q: 3 clusters Score -1.431146e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 297101 members 
Entering Unmasked Estep 
Score: -14311412.000000 Penalty: 1154.073608
	Iteration 276Q: 3 clusters Score -1.431141e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 297814 members 
Entering Unmasked Estep 
Score: -14311351.000000 Penalty: 1154.073608
	Iteration 277Q: 3 clusters Score -1.431135e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 298525 members 
Entering Unmasked Estep 
Score: -14311262.000000 Penalty: 1154.073608
	Iteration 278Q: 3 clusters Score -1.431126e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 299255 members 
Entering Unmasked Estep 
Score: -14311098.000000 Penalty: 1154.073608
	Iteration 279Q: 3 clusters Score -1.43111e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 299932 members 
Entering Unmasked Estep 
Score: -14310987.000000 Penalty: 1154.073608
	Iteration 280F: 3 clusters Score -1.431099e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 300639 members 
Entering Unmasked Estep 
Score: -14310871.000000 Penalty: 1154.073608
	Iteration 281Q: 3 clusters Score -1.431087e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 301339 members 
Entering Unmasked Estep 
Score: -14310780.000000 Penalty: 1154.073608
	Iteration 282Q: 3 clusters Score -1.431078e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 302041 members 
Entering Unmasked Estep 
Score: -14310760.000000 Penalty: 1154.073608
	Iteration 283Q: 3 clusters Score -1.431076e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 302716 members 
Entering Unmasked Estep 
Score: -14310637.000000 Penalty: 1154.073608
	Iteration 284Q: 3 clusters Score -1.431064e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 303388 members 
Entering Unmasked Estep 
Score: -14310537.000000 Penalty: 1154.073608
	Iteration 285Q: 3 clusters Score -1.431054e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 304013 members 
Entering Unmasked Estep 
Score: -14310444.000000 Penalty: 1154.073608
	Iteration 286Q: 3 clusters Score -1.431044e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 304663 members 
Entering Unmasked Estep 
Score: -14310295.000000 Penalty: 1154.073608
	Iteration 287Q: 3 clusters Score -1.43103e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 305274 members 
Entering Unmasked Estep 
Score: -14310217.000000 Penalty: 1154.073608
	Iteration 288Q: 3 clusters Score -1.431022e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 305890 members 
Entering Unmasked Estep 
Score: -14310166.000000 Penalty: 1154.073608
	Iteration 289Q: 3 clusters Score -1.431017e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 306516 members 
Entering Unmasked Estep 
Score: -14310095.000000 Penalty: 1154.073608
	Iteration 290Q: 3 clusters Score -1.43101e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 307058 members 
Entering Unmasked Estep 
Score: -14310003.000000 Penalty: 1154.073608
	Iteration 291Q: 3 clusters Score -1.431e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 307572 members 
Entering Unmasked Estep 
Score: -14309974.000000 Penalty: 1154.073608
	Iteration 292Q: 3 clusters Score -1.430997e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 308037 members 
Entering Unmasked Estep 
Score: -14309906.000000 Penalty: 1154.073608
	Iteration 293Q: 3 clusters Score -1.430991e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 308498 members 
Entering Unmasked Estep 
Score: -14309881.000000 Penalty: 1154.073608
	Iteration 294Q: 3 clusters Score -1.430988e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 308991 members 
Entering Unmasked Estep 
Score: -14309820.000000 Penalty: 1154.073608
	Iteration 295Q: 3 clusters Score -1.430982e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 309492 members 
Entering Unmasked Estep 
Score: -14309722.000000 Penalty: 1154.073608
	Iteration 296Q: 3 clusters Score -1.430972e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 309965 members 
Entering Unmasked Estep 
Score: -14309589.000000 Penalty: 1154.073608
	Iteration 297Q: 3 clusters Score -1.430959e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 310399 members 
Entering Unmasked Estep 
Score: -14309531.000000 Penalty: 1154.073608
	Iteration 298Q: 3 clusters Score -1.430953e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 310839 members 
Entering Unmasked Estep 
Score: -14309427.000000 Penalty: 1154.073608
	Iteration 299Q: 3 clusters Score -1.430943e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 311230 members 
Entering Unmasked Estep 
Score: -14309328.000000 Penalty: 1154.073608
	Iteration 300F: 3 clusters Score -1.430933e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 311634 members 
Entering Unmasked Estep 
Score: -14309253.000000 Penalty: 1154.073608
	Iteration 301Q: 3 clusters Score -1.430925e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 312019 members 
Entering Unmasked Estep 
Score: -14309165.000000 Penalty: 1154.073608
	Iteration 302Q: 3 clusters Score -1.430916e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 312429 members 
Entering Unmasked Estep 
Score: -14309097.000000 Penalty: 1154.073608
	Iteration 303Q: 3 clusters Score -1.43091e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 312808 members 
Entering Unmasked Estep 
Score: -14309034.000000 Penalty: 1154.073608
	Iteration 304Q: 3 clusters Score -1.430903e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 313150 members 
Entering Unmasked Estep 
Score: -14308974.000000 Penalty: 1154.073608
	Iteration 305Q: 3 clusters Score -1.430897e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 313511 members 
Entering Unmasked Estep 
Score: -14308903.000000 Penalty: 1154.073608
	Iteration 306Q: 3 clusters Score -1.43089e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 313855 members 
Entering Unmasked Estep 
Score: -14308819.000000 Penalty: 1154.073608
	Iteration 307Q: 3 clusters Score -1.430882e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 314198 members 
Entering Unmasked Estep 
Score: -14308738.000000 Penalty: 1154.073608
	Iteration 308Q: 3 clusters Score -1.430874e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 314572 members 
Entering Unmasked Estep 
Score: -14308653.000000 Penalty: 1154.073608
	Iteration 309Q: 3 clusters Score -1.430865e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 314940 members 
Entering Unmasked Estep 
Score: -14308622.000000 Penalty: 1154.073608
	Iteration 310Q: 3 clusters Score -1.430862e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 315251 members 
Entering Unmasked Estep 
Score: -14308537.000000 Penalty: 1154.073608
	Iteration 311Q: 3 clusters Score -1.430854e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 315561 members 
Entering Unmasked Estep 
Score: -14308490.000000 Penalty: 1154.073608
	Iteration 312Q: 3 clusters Score -1.430849e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 315847 members 
Entering Unmasked Estep 
Score: -14308501.000000 Penalty: 1154.073608
	Iteration 313Q: 3 clusters Score -1.43085e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 316115 members 
Entering Unmasked Estep 
Score: -14308459.000000 Penalty: 1154.073608
	Iteration 314Q: 3 clusters Score -1.430846e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 316321 members 
Entering Unmasked Estep 
Score: -14308453.000000 Penalty: 1154.073608
	Iteration 315Q: 3 clusters Score -1.430845e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 316520 members 
Entering Unmasked Estep 
Score: -14308444.000000 Penalty: 1154.073608
	Iteration 316Q: 3 clusters Score -1.430844e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 316685 members 
Entering Unmasked Estep 
Score: -14308442.000000 Penalty: 1154.073608
	Iteration 317Q: 3 clusters Score -1.430844e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 316845 members 
Entering Unmasked Estep 
Score: -14308422.000000 Penalty: 1154.073608
	Iteration 318Q: 3 clusters Score -1.430842e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 316999 members 
Entering Unmasked Estep 
Score: -14308386.000000 Penalty: 1154.073608
	Iteration 319Q: 3 clusters Score -1.430839e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 317134 members 
Entering Unmasked Estep 
Score: -14308365.000000 Penalty: 1154.073608
	Iteration 320F: 3 clusters Score -1.430836e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 317287 members 
Entering Unmasked Estep 
Score: -14308356.000000 Penalty: 1154.073608
	Iteration 321Q: 3 clusters Score -1.430836e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 317428 members 
Entering Unmasked Estep 
Score: -14308369.000000 Penalty: 1154.073608
	Iteration 322Q: 3 clusters Score -1.430837e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 317517 members 
Entering Unmasked Estep 
Score: -14308330.000000 Penalty: 1154.073608
	Iteration 323Q: 3 clusters Score -1.430833e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 317618 members 
Entering Unmasked Estep 
Score: -14308296.000000 Penalty: 1154.073608
	Iteration 324Q: 3 clusters Score -1.43083e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 317711 members 
Entering Unmasked Estep 
Score: -14308279.000000 Penalty: 1154.073608
	Iteration 325Q: 3 clusters Score -1.430828e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 317823 members 
Entering Unmasked Estep 
Score: -14308236.000000 Penalty: 1154.073608
	Iteration 326Q: 3 clusters Score -1.430824e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 317933 members 
Entering Unmasked Estep 
Score: -14308220.000000 Penalty: 1154.073608
	Iteration 327Q: 3 clusters Score -1.430822e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 318025 members 
Entering Unmasked Estep 
Score: -14308219.000000 Penalty: 1154.073608
	Iteration 328Q: 3 clusters Score -1.430822e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 318113 members 
Entering Unmasked Estep 
Score: -14308210.000000 Penalty: 1154.073608
	Iteration 329Q: 3 clusters Score -1.430821e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 318195 members 
Entering Unmasked Estep 
Score: -14308221.000000 Penalty: 1154.073608
	Iteration 330Q: 3 clusters Score -1.430822e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 318279 members 
Entering Unmasked Estep 
Score: -14308186.000000 Penalty: 1154.073608
	Iteration 331Q: 3 clusters Score -1.430819e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 318367 members 
Entering Unmasked Estep 
Score: -14308232.000000 Penalty: 1154.073608
	Iteration 332Q: 3 clusters Score -1.430823e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 318445 members 
Entering Unmasked Estep 
Score: -14308250.000000 Penalty: 1154.073608
	Iteration 333Q: 3 clusters Score -1.430825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 318530 members 
Entering Unmasked Estep 
Score: -14308229.000000 Penalty: 1154.073608
	Iteration 334Q: 3 clusters Score -1.430823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 318587 members 
Entering Unmasked Estep 
Score: -14308237.000000 Penalty: 1154.073608
	Iteration 335Q: 3 clusters Score -1.430824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 318634 members 
Entering Unmasked Estep 
Score: -14308237.000000 Penalty: 1154.073608
	Iteration 336Q: 3 clusters Score -1.430824e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 318665 members 
Entering Unmasked Estep 
Score: -14308241.000000 Penalty: 1154.073608
	Iteration 337Q: 3 clusters Score -1.430824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 318693 members 
Entering Unmasked Estep 
Score: -14308234.000000 Penalty: 1154.073608
	Iteration 338Q: 3 clusters Score -1.430823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 318717 members 
Entering Unmasked Estep 
Score: -14308248.000000 Penalty: 1154.073608
	Iteration 339Q: 3 clusters Score -1.430825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 318746 members 
Entering Unmasked Estep 
Score: -14308236.000000 Penalty: 1154.073608
	Iteration 340F: 3 clusters Score -1.430824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 318767 members 
Entering Unmasked Estep 
Score: -14308238.000000 Penalty: 1154.073608
	Iteration 341Q: 3 clusters Score -1.430824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 318786 members 
Entering Unmasked Estep 
Score: -14308225.000000 Penalty: 1154.073608
	Iteration 342Q: 3 clusters Score -1.430822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 318795 members 
Entering Unmasked Estep 
Score: -14308236.000000 Penalty: 1154.073608
	Iteration 343Q: 3 clusters Score -1.430824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 318817 members 
Entering Unmasked Estep 
Score: -14308230.000000 Penalty: 1154.073608
	Iteration 344Q: 3 clusters Score -1.430823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 318833 members 
Entering Unmasked Estep 
Score: -14308216.000000 Penalty: 1154.073608
	Iteration 345Q: 3 clusters Score -1.430822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 318856 members 
Entering Unmasked Estep 
Score: -14308217.000000 Penalty: 1154.073608
	Iteration 346Q: 3 clusters Score -1.430822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 318878 members 
Entering Unmasked Estep 
Score: -14308217.000000 Penalty: 1154.073608
	Iteration 347Q: 3 clusters Score -1.430822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 318908 members 
Entering Unmasked Estep 
Score: -14308229.000000 Penalty: 1154.073608
	Iteration 348Q: 3 clusters Score -1.430823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 318938 members 
Entering Unmasked Estep 
Score: -14308224.000000 Penalty: 1154.073608
	Iteration 349Q: 3 clusters Score -1.430822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 318965 members 
Entering Unmasked Estep 
Score: -14308245.000000 Penalty: 1154.073608
	Iteration 350Q: 3 clusters Score -1.430824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 318985 members 
Entering Unmasked Estep 
Score: -14308239.000000 Penalty: 1154.073608
	Iteration 351Q: 3 clusters Score -1.430824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 318990 members 
Entering Unmasked Estep 
Score: -14308239.000000 Penalty: 1154.073608
	Iteration 352Q: 3 clusters Score -1.430824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 319005 members 
Entering Unmasked Estep 
Score: -14308244.000000 Penalty: 1154.073608
	Iteration 353Q: 3 clusters Score -1.430824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 319026 members 
Entering Unmasked Estep 
Score: -14308251.000000 Penalty: 1154.073608
	Iteration 354Q: 3 clusters Score -1.430825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 319037 members 
Entering Unmasked Estep 
Score: -14308258.000000 Penalty: 1154.073608
	Iteration 355Q: 3 clusters Score -1.430826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 319048 members 
Entering Unmasked Estep 
Score: -14308239.000000 Penalty: 1154.073608
	Iteration 356Q: 3 clusters Score -1.430824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 319059 members 
Entering Unmasked Estep 
Score: -14308220.000000 Penalty: 1154.073608
	Iteration 357Q: 3 clusters Score -1.430822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 319078 members 
Entering Unmasked Estep 
Score: -14308230.000000 Penalty: 1154.073608
	Iteration 358Q: 3 clusters Score -1.430823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 319100 members 
Entering Unmasked Estep 
Score: -14308236.000000 Penalty: 1154.073608
	Iteration 359Q: 3 clusters Score -1.430824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 319118 members 
Entering Unmasked Estep 
Score: -14308233.000000 Penalty: 1154.073608
	Iteration 360F: 3 clusters Score -1.430823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 319126 members 
Entering Unmasked Estep 
Score: -14308222.000000 Penalty: 1154.073608
	Iteration 361Q: 3 clusters Score -1.430822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 319153 members 
Entering Unmasked Estep 
Score: -14308212.000000 Penalty: 1154.073608
	Iteration 362Q: 3 clusters Score -1.430821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 319181 members 
Entering Unmasked Estep 
Score: -14308223.000000 Penalty: 1154.073608
	Iteration 363Q: 3 clusters Score -1.430822e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 319217 members 
Entering Unmasked Estep 
Score: -14308235.000000 Penalty: 1154.073608
	Iteration 364Q: 3 clusters Score -1.430824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 319256 members 
Entering Unmasked Estep 
Score: -14308221.000000 Penalty: 1154.073608
	Iteration 365Q: 3 clusters Score -1.430822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 319296 members 
Entering Unmasked Estep 
Score: -14308213.000000 Penalty: 1154.073608
	Iteration 366Q: 3 clusters Score -1.430821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 319316 members 
Entering Unmasked Estep 
Score: -14308211.000000 Penalty: 1154.073608
	Iteration 367Q: 3 clusters Score -1.430821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 319337 members 
Entering Unmasked Estep 
Score: -14308207.000000 Penalty: 1154.073608
	Iteration 368Q: 3 clusters Score -1.430821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 319363 members 
Entering Unmasked Estep 
Score: -14308176.000000 Penalty: 1154.073608
	Iteration 369Q: 3 clusters Score -1.430818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 319426 members 
Entering Unmasked Estep 
Score: -14308193.000000 Penalty: 1154.073608
	Iteration 370Q: 3 clusters Score -1.430819e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 319452 members 
Entering Unmasked Estep 
Score: -14308191.000000 Penalty: 1154.073608
	Iteration 371Q: 3 clusters Score -1.430819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 319478 members 
Entering Unmasked Estep 
Score: -14308193.000000 Penalty: 1154.073608
	Iteration 372Q: 3 clusters Score -1.430819e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 319515 members 
Entering Unmasked Estep 
Score: -14308191.000000 Penalty: 1154.073608
	Iteration 373Q: 3 clusters Score -1.430819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 319531 members 
Entering Unmasked Estep 
Score: -14308201.000000 Penalty: 1154.073608
	Iteration 374Q: 3 clusters Score -1.43082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 319584 members 
Entering Unmasked Estep 
Score: -14308164.000000 Penalty: 1154.073608
	Iteration 375Q: 3 clusters Score -1.430816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 319604 members 
Entering Unmasked Estep 
Score: -14308144.000000 Penalty: 1154.073608
	Iteration 376Q: 3 clusters Score -1.430814e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 319635 members 
Entering Unmasked Estep 
Score: -14308124.000000 Penalty: 1154.073608
	Iteration 377Q: 3 clusters Score -1.430812e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 319657 members 
Entering Unmasked Estep 
Score: -14308083.000000 Penalty: 1154.073608
	Iteration 378Q: 3 clusters Score -1.430808e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 319654 members 
Entering Unmasked Estep 
Score: -14308080.000000 Penalty: 1154.073608
	Iteration 379Q: 3 clusters Score -1.430808e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 319684 members 
Entering Unmasked Estep 
Score: -14308062.000000 Penalty: 1154.073608
	Iteration 380F: 3 clusters Score -1.430806e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 319712 members 
Entering Unmasked Estep 
Score: -14308071.000000 Penalty: 1154.073608
	Iteration 381Q: 3 clusters Score -1.430807e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 319733 members 
Entering Unmasked Estep 
Score: -14308049.000000 Penalty: 1154.073608
	Iteration 382Q: 3 clusters Score -1.430805e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 319760 members 
Entering Unmasked Estep 
Score: -14308031.000000 Penalty: 1154.073608
	Iteration 383Q: 3 clusters Score -1.430803e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 319774 members 
Entering Unmasked Estep 
Score: -14308020.000000 Penalty: 1154.073608
	Iteration 384Q: 3 clusters Score -1.430802e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 319791 members 
Entering Unmasked Estep 
Score: -14308013.000000 Penalty: 1154.073608
	Iteration 385Q: 3 clusters Score -1.430801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 319801 members 
Entering Unmasked Estep 
Score: -14307997.000000 Penalty: 1154.073608
	Iteration 386Q: 3 clusters Score -1.4308e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 319812 members 
Entering Unmasked Estep 
Score: -14307994.000000 Penalty: 1154.073608
	Iteration 387Q: 3 clusters Score -1.430799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 319826 members 
Entering Unmasked Estep 
Score: -14308015.000000 Penalty: 1154.073608
	Iteration 388Q: 3 clusters Score -1.430802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 319847 members 
Entering Unmasked Estep 
Score: -14308012.000000 Penalty: 1154.073608
	Iteration 389Q: 3 clusters Score -1.430801e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 319881 members 
Entering Unmasked Estep 
Score: -14308012.000000 Penalty: 1154.073608
	Iteration 390Q: 3 clusters Score -1.430801e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 319915 members 
Entering Unmasked Estep 
Score: -14307993.000000 Penalty: 1154.073608
	Iteration 391Q: 3 clusters Score -1.430799e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 319949 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 392Q: 3 clusters Score -1.4308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 319979 members 
Entering Unmasked Estep 
Score: -14307999.000000 Penalty: 1154.073608
	Iteration 393Q: 3 clusters Score -1.4308e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 320011 members 
Entering Unmasked Estep 
Score: -14307983.000000 Penalty: 1154.073608
	Iteration 394Q: 3 clusters Score -1.430798e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 395Q: 3 clusters Score -1.430801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 320068 members 
Entering Unmasked Estep 
Score: -14308013.000000 Penalty: 1154.073608
	Iteration 396Q: 3 clusters Score -1.430801e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 320097 members 
Entering Unmasked Estep 
Score: -14308009.000000 Penalty: 1154.073608
	Iteration 397Q: 3 clusters Score -1.430801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 320117 members 
Entering Unmasked Estep 
Score: -14308017.000000 Penalty: 1154.073608
	Iteration 398Q: 3 clusters Score -1.430802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 320136 members 
Entering Unmasked Estep 
Score: -14308026.000000 Penalty: 1154.073608
	Iteration 399Q: 3 clusters Score -1.430803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 320147 members 
Entering Unmasked Estep 
Score: -14308033.000000 Penalty: 1154.073608
	Iteration 400F: 3 clusters Score -1.430803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 320167 members 
Entering Unmasked Estep 
Score: -14308020.000000 Penalty: 1154.073608
	Iteration 401Q: 3 clusters Score -1.430802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 320190 members 
Entering Unmasked Estep 
Score: -14308018.000000 Penalty: 1154.073608
	Iteration 402Q: 3 clusters Score -1.430802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 320215 members 
Entering Unmasked Estep 
Score: -14308013.000000 Penalty: 1154.073608
	Iteration 403Q: 3 clusters Score -1.430801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 320226 members 
Entering Unmasked Estep 
Score: -14308008.000000 Penalty: 1154.073608
	Iteration 404Q: 3 clusters Score -1.430801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 320240 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 405Q: 3 clusters Score -1.430801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 320253 members 
Entering Unmasked Estep 
Score: -14307995.000000 Penalty: 1154.073608
	Iteration 406Q: 3 clusters Score -1.4308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 320261 members 
Entering Unmasked Estep 
Score: -14307987.000000 Penalty: 1154.073608
	Iteration 407Q: 3 clusters Score -1.430799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 320267 members 
Entering Unmasked Estep 
Score: -14307988.000000 Penalty: 1154.073608
	Iteration 408Q: 3 clusters Score -1.430799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 320270 members 
Entering Unmasked Estep 
Score: -14307990.000000 Penalty: 1154.073608
	Iteration 409Q: 3 clusters Score -1.430799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 320278 members 
Entering Unmasked Estep 
Score: -14308003.000000 Penalty: 1154.073608
	Iteration 410Q: 3 clusters Score -1.4308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 320283 members 
Entering Unmasked Estep 
Score: -14308003.000000 Penalty: 1154.073608
	Iteration 411Q: 3 clusters Score -1.4308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 320294 members 
Entering Unmasked Estep 
Score: -14308001.000000 Penalty: 1154.073608
	Iteration 412Q: 3 clusters Score -1.4308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 320308 members 
Entering Unmasked Estep 
Score: -14307988.000000 Penalty: 1154.073608
	Iteration 413Q: 3 clusters Score -1.430799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 320317 members 
Entering Unmasked Estep 
Score: -14307984.000000 Penalty: 1154.073608
	Iteration 414Q: 3 clusters Score -1.430798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 320327 members 
Entering Unmasked Estep 
Score: -14307990.000000 Penalty: 1154.073608
	Iteration 415Q: 3 clusters Score -1.430799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 320331 members 
Entering Unmasked Estep 
Score: -14307993.000000 Penalty: 1154.073608
	Iteration 416Q: 3 clusters Score -1.430799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 320340 members 
Entering Unmasked Estep 
Score: -14307994.000000 Penalty: 1154.073608
	Iteration 417Q: 3 clusters Score -1.430799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 320344 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 418Q: 3 clusters Score -1.4308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 320347 members 
Entering Unmasked Estep 
Score: -14308004.000000 Penalty: 1154.073608
	Iteration 419Q: 3 clusters Score -1.4308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 320360 members 
Entering Unmasked Estep 
Score: -14307997.000000 Penalty: 1154.073608
	Iteration 420F: 3 clusters Score -1.4308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 320363 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 421Q: 3 clusters Score -1.4308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 320357 members 
Entering Unmasked Estep 
Score: -14307997.000000 Penalty: 1154.073608
	Iteration 422Q: 3 clusters Score -1.4308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 320361 members 
Entering Unmasked Estep 
Score: -14308013.000000 Penalty: 1154.073608
	Iteration 423Q: 3 clusters Score -1.430801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 320367 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 424Q: 3 clusters Score -1.430801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 320365 members 
Entering Unmasked Estep 
Score: -14308025.000000 Penalty: 1154.073608
	Iteration 425Q: 3 clusters Score -1.430802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 320368 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 426Q: 3 clusters Score -1.430801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 320374 members 
Entering Unmasked Estep 
Score: -14308012.000000 Penalty: 1154.073608
	Iteration 427Q: 3 clusters Score -1.430801e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 320377 members 
Entering Unmasked Estep 
Score: -14308008.000000 Penalty: 1154.073608
	Iteration 428Q: 3 clusters Score -1.430801e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 320394 members 
Entering Unmasked Estep 
Score: -14308022.000000 Penalty: 1154.073608
	Iteration 429Q: 3 clusters Score -1.430802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 320408 members 
Entering Unmasked Estep 
Score: -14308038.000000 Penalty: 1154.073608
	Iteration 430Q: 3 clusters Score -1.430804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 320423 members 
Entering Unmasked Estep 
Score: -14308022.000000 Penalty: 1154.073608
	Iteration 431Q: 3 clusters Score -1.430802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 320436 members 
Entering Unmasked Estep 
Score: -14308032.000000 Penalty: 1154.073608
	Iteration 432Q: 3 clusters Score -1.430803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 320449 members 
Entering Unmasked Estep 
Score: -14308017.000000 Penalty: 1154.073608
	Iteration 433Q: 3 clusters Score -1.430802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 320454 members 
Entering Unmasked Estep 
Score: -14308023.000000 Penalty: 1154.073608
	Iteration 434Q: 3 clusters Score -1.430802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 320459 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 435Q: 3 clusters Score -1.430801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 320465 members 
Entering Unmasked Estep 
Score: -14308007.000000 Penalty: 1154.073608
	Iteration 436Q: 3 clusters Score -1.430801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 320464 members 
Entering Unmasked Estep 
Score: -14308003.000000 Penalty: 1154.073608
	Iteration 437Q: 3 clusters Score -1.4308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 320460 members 
Entering Unmasked Estep 
Score: -14308014.000000 Penalty: 1154.073608
	Iteration 438Q: 3 clusters Score -1.430801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -14308014.000000 Penalty: 1154.073608
	Iteration 439Q: 3 clusters Score -1.430801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 320446 members 
Entering Unmasked Estep 
Score: -14308009.000000 Penalty: 1154.073608
	Iteration 440F: 3 clusters Score -1.430801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 320441 members 
Entering Unmasked Estep 
Score: -14308016.000000 Penalty: 1154.073608
	Iteration 441Q: 3 clusters Score -1.430802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 320441 members 
Entering Unmasked Estep 
Score: -14308005.000000 Penalty: 1154.073608
	Iteration 442Q: 3 clusters Score -1.4308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 320440 members 
Entering Unmasked Estep 
Score: -14308015.000000 Penalty: 1154.073608
	Iteration 443Q: 3 clusters Score -1.430802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 320442 members 
Entering Unmasked Estep 
Score: -14308029.000000 Penalty: 1154.073608
	Iteration 444Q: 3 clusters Score -1.430803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 320443 members 
Entering Unmasked Estep 
Score: -14308006.000000 Penalty: 1154.073608
	Iteration 445Q: 3 clusters Score -1.430801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 320448 members 
Entering Unmasked Estep 
Score: -14308008.000000 Penalty: 1154.073608
	Iteration 446Q: 3 clusters Score -1.430801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 320450 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 447Q: 3 clusters Score -1.4308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 320450 members 
Entering Unmasked Estep 
Score: -14307993.000000 Penalty: 1154.073608
	Iteration 448Q: 3 clusters Score -1.430799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 320454 members 
Entering Unmasked Estep 
Score: -14308004.000000 Penalty: 1154.073608
	Iteration 449Q: 3 clusters Score -1.4308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -14307998.000000 Penalty: 1154.073608
	Iteration 450Q: 3 clusters Score -1.4308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 320456 members 
Entering Unmasked Estep 
Score: -14308003.000000 Penalty: 1154.073608
	Iteration 451Q: 3 clusters Score -1.4308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 320454 members 
Entering Unmasked Estep 
Score: -14307999.000000 Penalty: 1154.073608
	Iteration 452Q: 3 clusters Score -1.4308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 320454 members 
Entering Unmasked Estep 
Score: -14307999.000000 Penalty: 1154.073608
	Iteration 453Q: 3 clusters Score -1.4308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -14308003.000000 Penalty: 1154.073608
	Iteration 454Q: 3 clusters Score -1.4308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 320454 members 
Entering Unmasked Estep 
Score: -14307999.000000 Penalty: 1154.073608
	Iteration 455Q: 3 clusters Score -1.4308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -14308001.000000 Penalty: 1154.073608
	Iteration 456Q: 3 clusters Score -1.4308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 320456 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 457Q: 3 clusters Score -1.4308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 320456 members 
Entering Unmasked Estep 
Score: -14308000.000000 Penalty: 1154.073608
	Iteration 458F: 3 clusters Score -1.4308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -412039.781250 Penalty: 416.626343
	Iteration 0F: 2 clusters Score -412039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -405650.250000 Penalty: 833.252686
	Iteration 0F: 3 clusters Score -405650.2 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -408410.437500 Penalty: 833.252686
	Iteration 1F: 3 clusters Score -408410.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -408853.093750 Penalty: 833.252686
	Iteration 2F: 3 clusters Score -408853.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -409466.312500 Penalty: 833.252686
	Iteration 3F: 3 clusters Score -409466.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -410125.531250 Penalty: 833.252686
	Iteration 4F: 3 clusters Score -410125.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -410785.375000 Penalty: 833.252686
	Iteration 5F: 3 clusters Score -410785.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -411225.375000 Penalty: 833.252686
	Iteration 6F: 3 clusters Score -411225.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -411441.562500 Penalty: 833.252686
	Iteration 7Q: 3 clusters Score -411441.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -411548.500000 Penalty: 833.252686
	Iteration 8Q: 3 clusters Score -411548.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -411598.656250 Penalty: 833.252686
	Iteration 9Q: 3 clusters Score -411598.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -411630.687500 Penalty: 833.252686
	Iteration 10Q: 3 clusters Score -411630.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -411655.125000 Penalty: 833.252686
	Iteration 11Q: 3 clusters Score -411655.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -411670.218750 Penalty: 833.252686
	Iteration 12Q: 3 clusters Score -411670.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -411683.531250 Penalty: 833.252686
	Iteration 13Q: 3 clusters Score -411683.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -411694.843750 Penalty: 833.252686
	Iteration 14Q: 3 clusters Score -411694.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -411699.343750 Penalty: 833.252686
	Iteration 15Q: 3 clusters Score -411699.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -411702.906250 Penalty: 833.252686
	Iteration 16Q: 3 clusters Score -411702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -411706.812500 Penalty: 833.252686
	Iteration 17Q: 3 clusters Score -411706.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -411713.093750 Penalty: 833.252686
	Iteration 18Q: 3 clusters Score -411713.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -411715.218750 Penalty: 833.252686
	Iteration 19Q: 3 clusters Score -411715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -411717.437500 Penalty: 833.252686
	Iteration 20F: 3 clusters Score -411717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -411718.562500 Penalty: 833.252686
	Iteration 21Q: 3 clusters Score -411718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -411719.687500 Penalty: 833.252686
	Iteration 22Q: 3 clusters Score -411719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -411720.843750 Penalty: 833.252686
	Iteration 23Q: 3 clusters Score -411720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -411722.375000 Penalty: 833.252686
	Iteration 24Q: 3 clusters Score -411722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -411723.937500 Penalty: 833.252686
	Iteration 25Q: 3 clusters Score -411723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -411723.656250 Penalty: 833.252686
	Iteration 26Q: 3 clusters Score -411723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -411724.343750 Penalty: 833.252686
	Iteration 27Q: 3 clusters Score -411724.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -411725.562500 Penalty: 833.252686
	Iteration 28Q: 3 clusters Score -411725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -411725.593750 Penalty: 833.252686
	Iteration 29Q: 3 clusters Score -411725.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -411726.750000 Penalty: 833.252686
	Iteration 30Q: 3 clusters Score -411726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -411728.531250 Penalty: 833.252686
	Iteration 31Q: 3 clusters Score -411728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -411729.781250 Penalty: 833.252686
	Iteration 32Q: 3 clusters Score -411729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -411729.875000 Penalty: 833.252686
	Iteration 33Q: 3 clusters Score -411729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -411732.093750 Penalty: 833.252686
	Iteration 34Q: 3 clusters Score -411732.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -411733.437500 Penalty: 833.252686
	Iteration 35Q: 3 clusters Score -411733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -411732.718750 Penalty: 833.252686
	Iteration 36Q: 3 clusters Score -411732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -411733.812500 Penalty: 833.252686
	Iteration 37Q: 3 clusters Score -411733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -411734.468750 Penalty: 833.252686
	Iteration 38Q: 3 clusters Score -411734.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -411734.656250 Penalty: 833.252686
	Iteration 39Q: 3 clusters Score -411734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -411736.406250 Penalty: 833.252686
	Iteration 40F: 3 clusters Score -411736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -411736.531250 Penalty: 833.252686
	Iteration 41Q: 3 clusters Score -411736.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -411738.062500 Penalty: 833.252686
	Iteration 42Q: 3 clusters Score -411738.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -411740.750000 Penalty: 833.252686
	Iteration 43Q: 3 clusters Score -411740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -411743.312500 Penalty: 833.252686
	Iteration 44Q: 3 clusters Score -411743.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -411743.906250 Penalty: 833.252686
	Iteration 45Q: 3 clusters Score -411743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -411743.968750 Penalty: 833.252686
	Iteration 46Q: 3 clusters Score -411744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -411746.031250 Penalty: 833.252686
	Iteration 47Q: 3 clusters Score -411746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -411745.781250 Penalty: 833.252686
	Iteration 48Q: 3 clusters Score -411745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -411744.812500 Penalty: 833.252686
	Iteration 49Q: 3 clusters Score -411744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -411745.625000 Penalty: 833.252686
	Iteration 50Q: 3 clusters Score -411745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -411745.187500 Penalty: 833.252686
	Iteration 51Q: 3 clusters Score -411745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -411746.750000 Penalty: 833.252686
	Iteration 52Q: 3 clusters Score -411746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -411746.187500 Penalty: 833.252686
	Iteration 53Q: 3 clusters Score -411746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -411746.187500 Penalty: 833.252686
	Iteration 54F: 3 clusters Score -411746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Entering Unmasked Estep 
Score: -2145935.500000 Penalty: 491.113403
	Iteration 0F: 2 clusters Score -2145936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2113327.250000 Penalty: 982.226807
	Iteration 0F: 3 clusters Score -2113327 nChanged 23581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2127393.250000 Penalty: 982.226807
	Iteration 1F: 3 clusters Score -2127393 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2127869.250000 Penalty: 982.226807
	Iteration 2Q: 3 clusters Score -2127869 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2128565.750000 Penalty: 982.226807
	Iteration 3Q: 3 clusters Score -2128566 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2129556.500000 Penalty: 982.226807
	Iteration 4Q: 3 clusters Score -2129556 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2130922.750000 Penalty: 982.226807
	Iteration 5Q: 3 clusters Score -2130923 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2132747.500000 Penalty: 982.226807
	Iteration 6F: 3 clusters Score -2132748 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2134853.250000 Penalty: 982.226807
	Iteration 7F: 3 clusters Score -2134853 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2136593.250000 Penalty: 982.226807
	Iteration 8F: 3 clusters Score -2136593 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2137514.250000 Penalty: 982.226807
	Iteration 9Q: 3 clusters Score -2137514 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2137975.500000 Penalty: 982.226807
	Iteration 10Q: 3 clusters Score -2137976 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2138325.750000 Penalty: 982.226807
	Iteration 11Q: 3 clusters Score -2138326 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2138689.750000 Penalty: 982.226807
	Iteration 12Q: 3 clusters Score -2138690 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2139108.500000 Penalty: 982.226807
	Iteration 13Q: 3 clusters Score -2139108 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2139644.000000 Penalty: 982.226807
	Iteration 14Q: 3 clusters Score -2139644 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2140270.750000 Penalty: 982.226807
	Iteration 15Q: 3 clusters Score -2140271 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2141056.000000 Penalty: 982.226807
	Iteration 16Q: 3 clusters Score -2141056 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2141902.750000 Penalty: 982.226807
	Iteration 17Q: 3 clusters Score -2141903 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2142709.750000 Penalty: 982.226807
	Iteration 18Q: 3 clusters Score -2142710 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2143389.000000 Penalty: 982.226807
	Iteration 19Q: 3 clusters Score -2143389 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2144021.250000 Penalty: 982.226807
	Iteration 20F: 3 clusters Score -2144021 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2144584.250000 Penalty: 982.226807
	Iteration 21Q: 3 clusters Score -2144584 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2145070.500000 Penalty: 982.226807
	Iteration 22Q: 3 clusters Score -2145070 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2145414.500000 Penalty: 982.226807
	Iteration 23Q: 3 clusters Score -2145414 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2145619.750000 Penalty: 982.226807
	Iteration 24Q: 3 clusters Score -2145620 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2145697.250000 Penalty: 982.226807
	Iteration 25Q: 3 clusters Score -2145697 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2145727.000000 Penalty: 982.226807
	Iteration 26Q: 3 clusters Score -2145727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2145749.000000 Penalty: 982.226807
	Iteration 27Q: 3 clusters Score -2145749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2145751.500000 Penalty: 982.226807
	Iteration 28Q: 3 clusters Score -2145752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2145752.500000 Penalty: 982.226807
	Iteration 29Q: 3 clusters Score -2145752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2145755.000000 Penalty: 982.226807
	Iteration 30Q: 3 clusters Score -2145755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2145757.250000 Penalty: 982.226807
	Iteration 31Q: 3 clusters Score -2145757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2145760.250000 Penalty: 982.226807
	Iteration 32Q: 3 clusters Score -2145760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2145766.000000 Penalty: 982.226807
	Iteration 33Q: 3 clusters Score -2145766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2145762.000000 Penalty: 982.226807
	Iteration 34Q: 3 clusters Score -2145762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2145760.250000 Penalty: 982.226807
	Iteration 35Q: 3 clusters Score -2145760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2145763.000000 Penalty: 982.226807
	Iteration 36Q: 3 clusters Score -2145763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2145759.000000 Penalty: 982.226807
	Iteration 37Q: 3 clusters Score -2145759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2145758.500000 Penalty: 982.226807
	Iteration 38Q: 3 clusters Score -2145758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2145760.750000 Penalty: 982.226807
	Iteration 39Q: 3 clusters Score -2145761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2145763.750000 Penalty: 982.226807
	Iteration 40F: 3 clusters Score -2145764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2145770.000000 Penalty: 982.226807
	Iteration 41Q: 3 clusters Score -2145770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2145769.500000 Penalty: 982.226807
	Iteration 42Q: 3 clusters Score -2145770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2145767.250000 Penalty: 982.226807
	Iteration 43Q: 3 clusters Score -2145767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2145765.500000 Penalty: 982.226807
	Iteration 44Q: 3 clusters Score -2145766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2145764.750000 Penalty: 982.226807
	Iteration 45Q: 3 clusters Score -2145765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2145763.000000 Penalty: 982.226807
	Iteration 46Q: 3 clusters Score -2145763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2145761.500000 Penalty: 982.226807
	Iteration 47Q: 3 clusters Score -2145762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2145760.500000 Penalty: 982.226807
	Iteration 48Q: 3 clusters Score -2145760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2145754.000000 Penalty: 982.226807
	Iteration 49Q: 3 clusters Score -2145754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2145754.000000 Penalty: 982.226807
	Iteration 50Q: 3 clusters Score -2145754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2145751.750000 Penalty: 982.226807
	Iteration 51Q: 3 clusters Score -2145752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2145751.250000 Penalty: 982.226807
	Iteration 52Q: 3 clusters Score -2145751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2145749.750000 Penalty: 982.226807
	Iteration 53Q: 3 clusters Score -2145750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2145748.250000 Penalty: 982.226807
	Iteration 54Q: 3 clusters Score -2145748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2145748.750000 Penalty: 982.226807
	Iteration 55Q: 3 clusters Score -2145749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2145751.500000 Penalty: 982.226807
	Iteration 56Q: 3 clusters Score -2145752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2145750.750000 Penalty: 982.226807
	Iteration 57Q: 3 clusters Score -2145751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2145753.000000 Penalty: 982.226807
	Iteration 58Q: 3 clusters Score -2145753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2145747.750000 Penalty: 982.226807
	Iteration 59Q: 3 clusters Score -2145748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2145750.500000 Penalty: 982.226807
	Iteration 60F: 3 clusters Score -2145750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2145749.500000 Penalty: 982.226807
	Iteration 61Q: 3 clusters Score -2145750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2145748.750000 Penalty: 982.226807
	Iteration 62Q: 3 clusters Score -2145749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2145752.750000 Penalty: 982.226807
	Iteration 63Q: 3 clusters Score -2145753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2145748.750000 Penalty: 982.226807
	Iteration 64Q: 3 clusters Score -2145749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2145749.000000 Penalty: 982.226807
	Iteration 65Q: 3 clusters Score -2145749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2145750.500000 Penalty: 982.226807
	Iteration 66Q: 3 clusters Score -2145750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2145751.000000 Penalty: 982.226807
	Iteration 67Q: 3 clusters Score -2145751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2145750.750000 Penalty: 982.226807
	Iteration 68Q: 3 clusters Score -2145751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2145752.250000 Penalty: 982.226807
	Iteration 69Q: 3 clusters Score -2145752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2145752.000000 Penalty: 982.226807
	Iteration 70Q: 3 clusters Score -2145752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2145749.750000 Penalty: 982.226807
	Iteration 71Q: 3 clusters Score -2145750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2145749.750000 Penalty: 982.226807
	Iteration 72Q: 3 clusters Score -2145750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2145751.000000 Penalty: 982.226807
	Iteration 73Q: 3 clusters Score -2145751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2145751.000000 Penalty: 982.226807
	Iteration 74F: 3 clusters Score -2145751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Entering Unmasked Estep 
Score: -4357510.000000 Penalty: 522.407166
	Iteration 0F: 2 clusters Score -4357510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -4291870.000000 Penalty: 1044.814331
	Iteration 0F: 3 clusters Score -4291870 nChanged 47381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4320472 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -4321606.500000 Penalty: 1044.814331
	Iteration 2Q: 3 clusters Score -4321606 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -4323476.000000 Penalty: 1044.814331
	Iteration 3Q: 3 clusters Score -4323476 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -4326623.500000 Penalty: 1044.814331
	Iteration 4F: 3 clusters Score -4326624 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -4331379.500000 Penalty: 1044.814331
	Iteration 5F: 3 clusters Score -4331380 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -4336209.000000 Penalty: 1044.814331
	Iteration 6F: 3 clusters Score -4336209 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -4338632.000000 Penalty: 1044.814331
	Iteration 7F: 3 clusters Score -4338632 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -4339271.000000 Penalty: 1044.814331
	Iteration 8Q: 3 clusters Score -4339271 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -4339390.500000 Penalty: 1044.814331
	Iteration 9Q: 3 clusters Score -4339390 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -4339420.000000 Penalty: 1044.814331
	Iteration 10Q: 3 clusters Score -4339420 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -4339445.500000 Penalty: 1044.814331
	Iteration 11Q: 3 clusters Score -4339446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -4339469.000000 Penalty: 1044.814331
	Iteration 12Q: 3 clusters Score -4339469 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -4339504.000000 Penalty: 1044.814331
	Iteration 13Q: 3 clusters Score -4339504 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -4339514.500000 Penalty: 1044.814331
	Iteration 14Q: 3 clusters Score -4339514 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -4339551.500000 Penalty: 1044.814331
	Iteration 15Q: 3 clusters Score -4339552 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -4339591.500000 Penalty: 1044.814331
	Iteration 16Q: 3 clusters Score -4339592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -4339663.000000 Penalty: 1044.814331
	Iteration 17Q: 3 clusters Score -4339663 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -4339732.000000 Penalty: 1044.814331
	Iteration 18Q: 3 clusters Score -4339732 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -4339791.000000 Penalty: 1044.814331
	Iteration 19Q: 3 clusters Score -4339791 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -4339870.500000 Penalty: 1044.814331
	Iteration 20F: 3 clusters Score -4339870 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -4339971.500000 Penalty: 1044.814331
	Iteration 21Q: 3 clusters Score -4339972 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -4340044.000000 Penalty: 1044.814331
	Iteration 22Q: 3 clusters Score -4340044 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -4340133.500000 Penalty: 1044.814331
	Iteration 23Q: 3 clusters Score -4340134 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -4340269.500000 Penalty: 1044.814331
	Iteration 24Q: 3 clusters Score -4340270 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -4340426.000000 Penalty: 1044.814331
	Iteration 25Q: 3 clusters Score -4340426 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -4340637.500000 Penalty: 1044.814331
	Iteration 26Q: 3 clusters Score -4340638 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -4340873.000000 Penalty: 1044.814331
	Iteration 27Q: 3 clusters Score -4340873 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -4341183.500000 Penalty: 1044.814331
	Iteration 28Q: 3 clusters Score -4341184 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -4341503.000000 Penalty: 1044.814331
	Iteration 29Q: 3 clusters Score -4341503 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -4341916.500000 Penalty: 1044.814331
	Iteration 30Q: 3 clusters Score -4341916 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -4342387.500000 Penalty: 1044.814331
	Iteration 31Q: 3 clusters Score -4342388 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -4343027.500000 Penalty: 1044.814331
	Iteration 32Q: 3 clusters Score -4343028 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -4343842.000000 Penalty: 1044.814331
	Iteration 33Q: 3 clusters Score -4343842 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -4344885.000000 Penalty: 1044.814331
	Iteration 34Q: 3 clusters Score -4344885 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -4346110.500000 Penalty: 1044.814331
	Iteration 35Q: 3 clusters Score -4346110 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -4347439.000000 Penalty: 1044.814331
	Iteration 36Q: 3 clusters Score -4347439 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -4348648.000000 Penalty: 1044.814331
	Iteration 37Q: 3 clusters Score -4348648 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -4349735.500000 Penalty: 1044.814331
	Iteration 38Q: 3 clusters Score -4349736 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -4350741.500000 Penalty: 1044.814331
	Iteration 39Q: 3 clusters Score -4350742 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -4351603.000000 Penalty: 1044.814331
	Iteration 40F: 3 clusters Score -4351603 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -4352352.500000 Penalty: 1044.814331
	Iteration 41Q: 3 clusters Score -4352352 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -4352968.500000 Penalty: 1044.814331
	Iteration 42Q: 3 clusters Score -4352968 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -4353568.000000 Penalty: 1044.814331
	Iteration 43Q: 3 clusters Score -4353568 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -4354137.000000 Penalty: 1044.814331
	Iteration 44Q: 3 clusters Score -4354137 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -4354732.500000 Penalty: 1044.814331
	Iteration 45Q: 3 clusters Score -4354732 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -4355355.000000 Penalty: 1044.814331
	Iteration 46Q: 3 clusters Score -4355355 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -4355988.500000 Penalty: 1044.814331
	Iteration 47Q: 3 clusters Score -4355988 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -4356416.000000 Penalty: 1044.814331
	Iteration 48Q: 3 clusters Score -4356416 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -4356603.000000 Penalty: 1044.814331
	Iteration 49Q: 3 clusters Score -4356603 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -4356675.500000 Penalty: 1044.814331
	Iteration 50Q: 3 clusters Score -4356676 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -4356705.500000 Penalty: 1044.814331
	Iteration 51Q: 3 clusters Score -4356706 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -4356703.000000 Penalty: 1044.814331
	Iteration 52Q: 3 clusters Score -4356703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -4356683.500000 Penalty: 1044.814331
	Iteration 53Q: 3 clusters Score -4356684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -4356696.000000 Penalty: 1044.814331
	Iteration 54Q: 3 clusters Score -4356696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -4356693.000000 Penalty: 1044.814331
	Iteration 55Q: 3 clusters Score -4356693 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -4356683.500000 Penalty: 1044.814331
	Iteration 56Q: 3 clusters Score -4356684 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -4356668.000000 Penalty: 1044.814331
	Iteration 57Q: 3 clusters Score -4356668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -4356669.000000 Penalty: 1044.814331
	Iteration 58Q: 3 clusters Score -4356669 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -4356675.500000 Penalty: 1044.814331
	Iteration 59Q: 3 clusters Score -4356676 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -4356893.500000 Penalty: 1044.814331
	Iteration 60F: 3 clusters Score -4356894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -4356960.500000 Penalty: 1044.814331
	Iteration 61Q: 3 clusters Score -4356960 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -4356972.500000 Penalty: 1044.814331
	Iteration 62Q: 3 clusters Score -4356972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -4356997.000000 Penalty: 1044.814331
	Iteration 63Q: 3 clusters Score -4356997 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -4357006.000000 Penalty: 1044.814331
	Iteration 64Q: 3 clusters Score -4357006 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -4356991.500000 Penalty: 1044.814331
	Iteration 65Q: 3 clusters Score -4356992 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -4356984.500000 Penalty: 1044.814331
	Iteration 66Q: 3 clusters Score -4356984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -4356993.500000 Penalty: 1044.814331
	Iteration 67Q: 3 clusters Score -4356994 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -4356983.000000 Penalty: 1044.814331
	Iteration 68Q: 3 clusters Score -4356983 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -4357017.500000 Penalty: 1044.814331
	Iteration 69Q: 3 clusters Score -4357018 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -4357057.000000 Penalty: 1044.814331
	Iteration 70Q: 3 clusters Score -4357057 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -4357070.500000 Penalty: 1044.814331
	Iteration 71Q: 3 clusters Score -4357070 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -4357062.500000 Penalty: 1044.814331
	Iteration 72Q: 3 clusters Score -4357062 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -4357059.000000 Penalty: 1044.814331
	Iteration 73Q: 3 clusters Score -4357059 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -4357057.500000 Penalty: 1044.814331
	Iteration 74Q: 3 clusters Score -4357058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -4357040.000000 Penalty: 1044.814331
	Iteration 75Q: 3 clusters Score -4357040 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -4357035.500000 Penalty: 1044.814331
	Iteration 76Q: 3 clusters Score -4357036 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -4357022.000000 Penalty: 1044.814331
	Iteration 77Q: 3 clusters Score -4357022 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -4357000.000000 Penalty: 1044.814331
	Iteration 78Q: 3 clusters Score -4357000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -4357003.500000 Penalty: 1044.814331
	Iteration 79Q: 3 clusters Score -4357004 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -4357014.000000 Penalty: 1044.814331
	Iteration 80F: 3 clusters Score -4357014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -4357021.000000 Penalty: 1044.814331
	Iteration 81Q: 3 clusters Score -4357021 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -4357016.500000 Penalty: 1044.814331
	Iteration 82Q: 3 clusters Score -4357016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -4357018.000000 Penalty: 1044.814331
	Iteration 83Q: 3 clusters Score -4357018 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -4356999.000000 Penalty: 1044.814331
	Iteration 84Q: 3 clusters Score -4356999 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -4357002.000000 Penalty: 1044.814331
	Iteration 85Q: 3 clusters Score -4357002 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4357000 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -4356988.500000 Penalty: 1044.814331
	Iteration 87Q: 3 clusters Score -4356988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -4356973.500000 Penalty: 1044.814331
	Iteration 88Q: 3 clusters Score -4356974 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -4356976.500000 Penalty: 1044.814331
	Iteration 89Q: 3 clusters Score -4356976 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -4356978.500000 Penalty: 1044.814331
	Iteration 90Q: 3 clusters Score -4356978 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -4356973.000000 Penalty: 1044.814331
	Iteration 91Q: 3 clusters Score -4356973 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -4356970.000000 Penalty: 1044.814331
	Iteration 92Q: 3 clusters Score -4356970 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -4356963.500000 Penalty: 1044.814331
	Iteration 93Q: 3 clusters Score -4356964 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -4356959.500000 Penalty: 1044.814331
	Iteration 94Q: 3 clusters Score -4356960 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -4356988.500000 Penalty: 1044.814331
	Iteration 95Q: 3 clusters Score -4356988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -4356971.500000 Penalty: 1044.814331
	Iteration 96Q: 3 clusters Score -4356972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -4356961.500000 Penalty: 1044.814331
	Iteration 97Q: 3 clusters Score -4356962 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -4356952.000000 Penalty: 1044.814331
	Iteration 98Q: 3 clusters Score -4356952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -4356941.500000 Penalty: 1044.814331
	Iteration 99Q: 3 clusters Score -4356942 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -4356957.500000 Penalty: 1044.814331
	Iteration 100F: 3 clusters Score -4356958 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -4356948.500000 Penalty: 1044.814331
	Iteration 101Q: 3 clusters Score -4356948 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -4356958.500000 Penalty: 1044.814331
	Iteration 102Q: 3 clusters Score -4356958 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -4356944.500000 Penalty: 1044.814331
	Iteration 103Q: 3 clusters Score -4356944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -4356937.500000 Penalty: 1044.814331
	Iteration 104Q: 3 clusters Score -4356938 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -4356935.500000 Penalty: 1044.814331
	Iteration 105Q: 3 clusters Score -4356936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -4356936.000000 Penalty: 1044.814331
	Iteration 106Q: 3 clusters Score -4356936 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -4356935.500000 Penalty: 1044.814331
	Iteration 107Q: 3 clusters Score -4356936 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -4356935.500000 Penalty: 1044.814331
	Iteration 108Q: 3 clusters Score -4356936 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -4356934.000000 Penalty: 1044.814331
	Iteration 109Q: 3 clusters Score -4356934 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -4356924.000000 Penalty: 1044.814331
	Iteration 110Q: 3 clusters Score -4356924 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -4356936.000000 Penalty: 1044.814331
	Iteration 111Q: 3 clusters Score -4356936 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -4356939.000000 Penalty: 1044.814331
	Iteration 112Q: 3 clusters Score -4356939 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -4356939.000000 Penalty: 1044.814331
	Iteration 113Q: 3 clusters Score -4356939 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 1044.814331
	Iteration 114Q: 3 clusters Score -4356932 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -4356945.500000 Penalty: 1044.814331
	Iteration 115Q: 3 clusters Score -4356946 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -4356964.500000 Penalty: 1044.814331
	Iteration 116Q: 3 clusters Score -4356964 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -4356959.500000 Penalty: 1044.814331
	Iteration 117Q: 3 clusters Score -4356960 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -4356957.500000 Penalty: 1044.814331
	Iteration 118Q: 3 clusters Score -4356958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -4356957.000000 Penalty: 1044.814331
	Iteration 119Q: 3 clusters Score -4356957 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -4356952.500000 Penalty: 1044.814331
	Iteration 120F: 3 clusters Score -4356952 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -4356936.000000 Penalty: 1044.814331
	Iteration 121Q: 3 clusters Score -4356936 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -4356945.500000 Penalty: 1044.814331
	Iteration 122Q: 3 clusters Score -4356946 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -4356935.000000 Penalty: 1044.814331
	Iteration 123Q: 3 clusters Score -4356935 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -4356948.000000 Penalty: 1044.814331
	Iteration 124Q: 3 clusters Score -4356948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -4356954.000000 Penalty: 1044.814331
	Iteration 125Q: 3 clusters Score -4356954 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -4356965.000000 Penalty: 1044.814331
	Iteration 126Q: 3 clusters Score -4356965 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -4356941.500000 Penalty: 1044.814331
	Iteration 127Q: 3 clusters Score -4356942 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -4356961.000000 Penalty: 1044.814331
	Iteration 128Q: 3 clusters Score -4356961 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -4356961.000000 Penalty: 1044.814331
	Iteration 129Q: 3 clusters Score -4356961 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -4356964.500000 Penalty: 1044.814331
	Iteration 130Q: 3 clusters Score -4356964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -4356954.500000 Penalty: 1044.814331
	Iteration 131Q: 3 clusters Score -4356954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -4356965.500000 Penalty: 1044.814331
	Iteration 132Q: 3 clusters Score -4356966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -4356971.500000 Penalty: 1044.814331
	Iteration 133Q: 3 clusters Score -4356972 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -4356948.500000 Penalty: 1044.814331
	Iteration 134Q: 3 clusters Score -4356948 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -4356930.000000 Penalty: 1044.814331
	Iteration 135Q: 3 clusters Score -4356930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -4356941.000000 Penalty: 1044.814331
	Iteration 136Q: 3 clusters Score -4356941 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -4356934.500000 Penalty: 1044.814331
	Iteration 137Q: 3 clusters Score -4356934 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -4356974.500000 Penalty: 1044.814331
	Iteration 138Q: 3 clusters Score -4356974 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -4356989.000000 Penalty: 1044.814331
	Iteration 139Q: 3 clusters Score -4356989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -4356998.000000 Penalty: 1044.814331
	Iteration 140F: 3 clusters Score -4356998 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -4356987.000000 Penalty: 1044.814331
	Iteration 141Q: 3 clusters Score -4356987 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -4356997.500000 Penalty: 1044.814331
	Iteration 142Q: 3 clusters Score -4356998 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -4356988.500000 Penalty: 1044.814331
	Iteration 143Q: 3 clusters Score -4356988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -4356993.500000 Penalty: 1044.814331
	Iteration 144Q: 3 clusters Score -4356994 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -4357003.000000 Penalty: 1044.814331
	Iteration 145Q: 3 clusters Score -4357003 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -4357007.000000 Penalty: 1044.814331
	Iteration 146Q: 3 clusters Score -4357007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -4357007.000000 Penalty: 1044.814331
	Iteration 147Q: 3 clusters Score -4357007 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -4356999.500000 Penalty: 1044.814331
	Iteration 148Q: 3 clusters Score -4357000 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -4357011.500000 Penalty: 1044.814331
	Iteration 149Q: 3 clusters Score -4357012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -4357018.000000 Penalty: 1044.814331
	Iteration 150Q: 3 clusters Score -4357018 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -4357015.500000 Penalty: 1044.814331
	Iteration 151Q: 3 clusters Score -4357016 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -4357023.000000 Penalty: 1044.814331
	Iteration 152Q: 3 clusters Score -4357023 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -4357021.000000 Penalty: 1044.814331
	Iteration 153Q: 3 clusters Score -4357021 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -4357021.500000 Penalty: 1044.814331
	Iteration 154Q: 3 clusters Score -4357022 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -4357029.000000 Penalty: 1044.814331
	Iteration 155Q: 3 clusters Score -4357029 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4357036.500000 Penalty: 1044.814331
	Iteration 156Q: 3 clusters Score -4357036 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -4357048.500000 Penalty: 1044.814331
	Iteration 157Q: 3 clusters Score -4357048 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4357067.500000 Penalty: 1044.814331
	Iteration 158Q: 3 clusters Score -4357068 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -4357065.000000 Penalty: 1044.814331
	Iteration 159Q: 3 clusters Score -4357065 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -4357092.000000 Penalty: 1044.814331
	Iteration 160F: 3 clusters Score -4357092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -4357101.500000 Penalty: 1044.814331
	Iteration 161Q: 3 clusters Score -4357102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4357099.000000 Penalty: 1044.814331
	Iteration 162Q: 3 clusters Score -4357099 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4357125.000000 Penalty: 1044.814331
	Iteration 163Q: 3 clusters Score -4357125 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4357118.000000 Penalty: 1044.814331
	Iteration 164Q: 3 clusters Score -4357118 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -4357098.000000 Penalty: 1044.814331
	Iteration 165Q: 3 clusters Score -4357098 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4357084.500000 Penalty: 1044.814331
	Iteration 166Q: 3 clusters Score -4357084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4357057.500000 Penalty: 1044.814331
	Iteration 167Q: 3 clusters Score -4357058 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4357064.000000 Penalty: 1044.814331
	Iteration 168Q: 3 clusters Score -4357064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4357062.500000 Penalty: 1044.814331
	Iteration 169Q: 3 clusters Score -4357062 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4357056.000000 Penalty: 1044.814331
	Iteration 170Q: 3 clusters Score -4357056 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4357046.500000 Penalty: 1044.814331
	Iteration 171Q: 3 clusters Score -4357046 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4357053.500000 Penalty: 1044.814331
	Iteration 172Q: 3 clusters Score -4357054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4357043.000000 Penalty: 1044.814331
	Iteration 173Q: 3 clusters Score -4357043 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4357042.000000 Penalty: 1044.814331
	Iteration 174Q: 3 clusters Score -4357042 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4357026.000000 Penalty: 1044.814331
	Iteration 175Q: 3 clusters Score -4357026 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4357031.000000 Penalty: 1044.814331
	Iteration 176Q: 3 clusters Score -4357031 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4357023.000000 Penalty: 1044.814331
	Iteration 177Q: 3 clusters Score -4357023 nChanged 286
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Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4357029.500000 Penalty: 1044.814331
	Iteration 178Q: 3 clusters Score -4357030 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4357049.500000 Penalty: 1044.814331
	Iteration 179Q: 3 clusters Score -4357050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4357055.000000 Penalty: 1044.814331
	Iteration 180F: 3 clusters Score -4357055 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4357055.000000 Penalty: 1044.814331
	Iteration 181Q: 3 clusters Score -4357055 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4357061.000000 Penalty: 1044.814331
	Iteration 182Q: 3 clusters Score -4357061 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4357052.500000 Penalty: 1044.814331
	Iteration 183Q: 3 clusters Score -4357052 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4357057.500000 Penalty: 1044.814331
	Iteration 184Q: 3 clusters Score -4357058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4357059.000000 Penalty: 1044.814331
	Iteration 185Q: 3 clusters Score -4357059 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4357051.000000 Penalty: 1044.814331
	Iteration 186Q: 3 clusters Score -4357051 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4357043.000000 Penalty: 1044.814331
	Iteration 187Q: 3 clusters Score -4357043 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4357041.000000 Penalty: 1044.814331
	Iteration 188Q: 3 clusters Score -4357041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4357063.500000 Penalty: 1044.814331
	Iteration 189Q: 3 clusters Score -4357064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4357061.500000 Penalty: 1044.814331
	Iteration 190Q: 3 clusters Score -4357062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4357047.000000 Penalty: 1044.814331
	Iteration 191Q: 3 clusters Score -4357047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4357044.500000 Penalty: 1044.814331
	Iteration 192Q: 3 clusters Score -4357044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4357053.000000 Penalty: 1044.814331
	Iteration 193Q: 3 clusters Score -4357053 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4357031.500000 Penalty: 1044.814331
	Iteration 194Q: 3 clusters Score -4357032 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4357042.000000 Penalty: 1044.814331
	Iteration 195Q: 3 clusters Score -4357042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4357020.500000 Penalty: 1044.814331
	Iteration 196Q: 3 clusters Score -4357020 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4357017.500000 Penalty: 1044.814331
	Iteration 197Q: 3 clusters Score -4357018 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4357015.000000 Penalty: 1044.814331
	Iteration 198Q: 3 clusters Score -4357015 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4357023.000000 Penalty: 1044.814331
	Iteration 199Q: 3 clusters Score -4357023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4357022.500000 Penalty: 1044.814331
	Iteration 200F: 3 clusters Score -4357022 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4357044.500000 Penalty: 1044.814331
	Iteration 201Q: 3 clusters Score -4357044 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4357037.500000 Penalty: 1044.814331
	Iteration 202Q: 3 clusters Score -4357038 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4357031.500000 Penalty: 1044.814331
	Iteration 203Q: 3 clusters Score -4357032 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4357026.000000 Penalty: 1044.814331
	Iteration 204Q: 3 clusters Score -4357026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4357034.500000 Penalty: 1044.814331
	Iteration 205Q: 3 clusters Score -4357034 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4357022.500000 Penalty: 1044.814331
	Iteration 206Q: 3 clusters Score -4357022 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4357017.500000 Penalty: 1044.814331
	Iteration 207Q: 3 clusters Score -4357018 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -4357006.000000 Penalty: 1044.814331
	Iteration 208Q: 3 clusters Score -4357006 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4356993.000000 Penalty: 1044.814331
	Iteration 209Q: 3 clusters Score -4356993 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4356988.000000 Penalty: 1044.814331
	Iteration 210Q: 3 clusters Score -4356988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4356991.000000 Penalty: 1044.814331
	Iteration 211Q: 3 clusters Score -4356991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4356987.000000 Penalty: 1044.814331
	Iteration 212Q: 3 clusters Score -4356987 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4357007.000000 Penalty: 1044.814331
	Iteration 213Q: 3 clusters Score -4357007 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4357004.000000 Penalty: 1044.814331
	Iteration 214Q: 3 clusters Score -4357004 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4356988.500000 Penalty: 1044.814331
	Iteration 215Q: 3 clusters Score -4356988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4356986.000000 Penalty: 1044.814331
	Iteration 216Q: 3 clusters Score -4356986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4356965.000000 Penalty: 1044.814331
	Iteration 217Q: 3 clusters Score -4356965 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4356956.000000 Penalty: 1044.814331
	Iteration 218Q: 3 clusters Score -4356956 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4356952.000000 Penalty: 1044.814331
	Iteration 219Q: 3 clusters Score -4356952 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -4356955.500000 Penalty: 1044.814331
	Iteration 220F: 3 clusters Score -4356956 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4356962.000000 Penalty: 1044.814331
	Iteration 221Q: 3 clusters Score -4356962 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4356953.500000 Penalty: 1044.814331
	Iteration 222Q: 3 clusters Score -4356954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4356963.000000 Penalty: 1044.814331
	Iteration 223Q: 3 clusters Score -4356963 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4356963.500000 Penalty: 1044.814331
	Iteration 224Q: 3 clusters Score -4356964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4356957.500000 Penalty: 1044.814331
	Iteration 225Q: 3 clusters Score -4356958 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -4356963.000000 Penalty: 1044.814331
	Iteration 226Q: 3 clusters Score -4356963 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4356937.000000 Penalty: 1044.814331
	Iteration 227Q: 3 clusters Score -4356937 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4356927.000000 Penalty: 1044.814331
	Iteration 228Q: 3 clusters Score -4356927 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4356936.500000 Penalty: 1044.814331
	Iteration 229Q: 3 clusters Score -4356936 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4356920.000000 Penalty: 1044.814331
	Iteration 230Q: 3 clusters Score -4356920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4356933.500000 Penalty: 1044.814331
	Iteration 231Q: 3 clusters Score -4356934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4356920.500000 Penalty: 1044.814331
	Iteration 232Q: 3 clusters Score -4356920 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4356904.500000 Penalty: 1044.814331
	Iteration 233Q: 3 clusters Score -4356904 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4356918.500000 Penalty: 1044.814331
	Iteration 234Q: 3 clusters Score -4356918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4356924.500000 Penalty: 1044.814331
	Iteration 235Q: 3 clusters Score -4356924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4356935.500000 Penalty: 1044.814331
	Iteration 236Q: 3 clusters Score -4356936 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4356951.000000 Penalty: 1044.814331
	Iteration 237Q: 3 clusters Score -4356951 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4356928.500000 Penalty: 1044.814331
	Iteration 238Q: 3 clusters Score -4356928 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4356908.000000 Penalty: 1044.814331
	Iteration 239Q: 3 clusters Score -4356908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4356926.000000 Penalty: 1044.814331
	Iteration 240F: 3 clusters Score -4356926 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4356923.500000 Penalty: 1044.814331
	Iteration 241Q: 3 clusters Score -4356924 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4356939.500000 Penalty: 1044.814331
	Iteration 242Q: 3 clusters Score -4356940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4356954.500000 Penalty: 1044.814331
	Iteration 243Q: 3 clusters Score -4356954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4356942.000000 Penalty: 1044.814331
	Iteration 244Q: 3 clusters Score -4356942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4356946.000000 Penalty: 1044.814331
	Iteration 245Q: 3 clusters Score -4356946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4356941.500000 Penalty: 1044.814331
	Iteration 246Q: 3 clusters Score -4356942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4356942.500000 Penalty: 1044.814331
	Iteration 247Q: 3 clusters Score -4356942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4356951.000000 Penalty: 1044.814331
	Iteration 248Q: 3 clusters Score -4356951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4356945.000000 Penalty: 1044.814331
	Iteration 249Q: 3 clusters Score -4356945 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4356927.000000 Penalty: 1044.814331
	Iteration 250Q: 3 clusters Score -4356927 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4356905.000000 Penalty: 1044.814331
	Iteration 251Q: 3 clusters Score -4356905 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4356912.500000 Penalty: 1044.814331
	Iteration 252Q: 3 clusters Score -4356912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4356915.500000 Penalty: 1044.814331
	Iteration 253Q: 3 clusters Score -4356916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4356910.000000 Penalty: 1044.814331
	Iteration 254Q: 3 clusters Score -4356910 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4356921.500000 Penalty: 1044.814331
	Iteration 255Q: 3 clusters Score -4356922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4356925.000000 Penalty: 1044.814331
	Iteration 256Q: 3 clusters Score -4356925 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 1044.814331
	Iteration 257Q: 3 clusters Score -4356932 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4356924.000000 Penalty: 1044.814331
	Iteration 258Q: 3 clusters Score -4356924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4356931.000000 Penalty: 1044.814331
	Iteration 259Q: 3 clusters Score -4356931 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 1044.814331
	Iteration 260F: 3 clusters Score -4356932 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4356923.000000 Penalty: 1044.814331
	Iteration 261Q: 3 clusters Score -4356923 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4356925.000000 Penalty: 1044.814331
	Iteration 262Q: 3 clusters Score -4356925 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4356915.500000 Penalty: 1044.814331
	Iteration 263Q: 3 clusters Score -4356916 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4356925.000000 Penalty: 1044.814331
	Iteration 264Q: 3 clusters Score -4356925 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4356923.500000 Penalty: 1044.814331
	Iteration 265Q: 3 clusters Score -4356924 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4356906.000000 Penalty: 1044.814331
	Iteration 266Q: 3 clusters Score -4356906 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4356902.000000 Penalty: 1044.814331
	Iteration 267Q: 3 clusters Score -4356902 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4356899.500000 Penalty: 1044.814331
	Iteration 268Q: 3 clusters Score -4356900 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4356921.000000 Penalty: 1044.814331
	Iteration 269Q: 3 clusters Score -4356921 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4356920.500000 Penalty: 1044.814331
	Iteration 270Q: 3 clusters Score -4356920 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 1044.814331
	Iteration 271Q: 3 clusters Score -4356932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4356924.000000 Penalty: 1044.814331
	Iteration 272Q: 3 clusters Score -4356924 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4356937.000000 Penalty: 1044.814331
	Iteration 273Q: 3 clusters Score -4356937 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4356937.500000 Penalty: 1044.814331
	Iteration 274Q: 3 clusters Score -4356938 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4356940.500000 Penalty: 1044.814331
	Iteration 275Q: 3 clusters Score -4356940 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4356934.000000 Penalty: 1044.814331
	Iteration 276Q: 3 clusters Score -4356934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4356931.000000 Penalty: 1044.814331
	Iteration 277Q: 3 clusters Score -4356931 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4356922.500000 Penalty: 1044.814331
	Iteration 278Q: 3 clusters Score -4356922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -4356921.500000 Penalty: 1044.814331
	Iteration 279Q: 3 clusters Score -4356922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4356903.000000 Penalty: 1044.814331
	Iteration 280F: 3 clusters Score -4356903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4356906.000000 Penalty: 1044.814331
	Iteration 281Q: 3 clusters Score -4356906 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4356910 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -4356888 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -4356886 nChanged 134
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Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -4356890 nChanged 163
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Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -4356878 nChanged 168
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Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4356872 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -4356871 nChanged 177
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Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -4356886 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -4356882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4356880 nChanged 182
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Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -4356880 nChanged 179
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Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4356883.000000 Penalty: 1044.814331
	Iteration 293Q: 3 clusters Score -4356883 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -4356872 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -4356882 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4356863.500000 Penalty: 1044.814331
	Iteration 296Q: 3 clusters Score -4356864 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4356833.000000 Penalty: 1044.814331
	Iteration 297Q: 3 clusters Score -4356833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -4356854 nChanged 233
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Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4356839.500000 Penalty: 1044.814331
	Iteration 299Q: 3 clusters Score -4356840 nChanged 247
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Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4356855.000000 Penalty: 1044.814331
	Iteration 300F: 3 clusters Score -4356855 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -4356853 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -4356840 nChanged 207
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Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -4356839 nChanged 227
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Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -4356838 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -4356834 nChanged 215
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Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -4356824 nChanged 153
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Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4356806.000000 Penalty: 1044.814331
	Iteration 307Q: 3 clusters Score -4356806 nChanged 165
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Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -4356802 nChanged 175
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Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -4356810 nChanged 216
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Mstep: Class 1 contains 88300 members 
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Entering Unmasked Estep 
Score: -4356804.000000 Penalty: 1044.814331
	Iteration 310Q: 3 clusters Score -4356804 nChanged 178
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Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4356808.000000 Penalty: 1044.814331
	Iteration 311Q: 3 clusters Score -4356808 nChanged 203
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Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -4356810 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -4356802 nChanged 152
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Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -4356798 nChanged 194
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Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -4356784 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -4356778 nChanged 180
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Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -4356776 nChanged 164
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Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -4356774 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4356749.000000 Penalty: 1044.814331
	Iteration 319Q: 3 clusters Score -4356749 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
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Entering Unmasked Estep 
Score: -4356739.000000 Penalty: 1044.814331
	Iteration 320F: 3 clusters Score -4356739 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -4356723 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -4356731.500000 Penalty: 1044.814331
	Iteration 322Q: 3 clusters Score -4356732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -4356734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4356718.500000 Penalty: 1044.814331
	Iteration 324Q: 3 clusters Score -4356718 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4356713.000000 Penalty: 1044.814331
	Iteration 325Q: 3 clusters Score -4356713 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -4356718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4356724.500000 Penalty: 1044.814331
	Iteration 327Q: 3 clusters Score -4356724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4356717.000000 Penalty: 1044.814331
	Iteration 328Q: 3 clusters Score -4356717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4356712.000000 Penalty: 1044.814331
	Iteration 329Q: 3 clusters Score -4356712 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -4356718 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91527 members 
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Entering Unmasked Estep 
Score: -4356704.000000 Penalty: 1044.814331
	Iteration 331Q: 3 clusters Score -4356704 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91634 members 
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -4356706 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5135 members 
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	Iteration 333Q: 3 clusters Score -4356719 nChanged 131
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Mstep: Class 1 contains 91900 members 
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	Iteration 334Q: 3 clusters Score -4356714 nChanged 122
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Mstep: Class 1 contains 92022 members 
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	Iteration 335Q: 3 clusters Score -4356724 nChanged 137
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	Iteration 336Q: 3 clusters Score -4356718 nChanged 98
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Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 4647 members 
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	Iteration 337Q: 3 clusters Score -4356720 nChanged 107
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Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 4540 members 
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	Iteration 338Q: 3 clusters Score -4356717 nChanged 114
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Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 4426 members 
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Score: -4356727.000000 Penalty: 1044.814331
	Iteration 339Q: 3 clusters Score -4356727 nChanged 117
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Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4356737.000000 Penalty: 1044.814331
	Iteration 340F: 3 clusters Score -4356737 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92704 members 
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	Iteration 341Q: 3 clusters Score -4356740 nChanged 89
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Mstep: Class 1 contains 92793 members 
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Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -4356736 nChanged 108
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Mstep: Class 1 contains 92901 members 
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	Iteration 343Q: 3 clusters Score -4356734 nChanged 97
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Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -4356738 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -4356745 nChanged 73
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Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -4356764 nChanged 84
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -4356756 nChanged 73
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -4356771 nChanged 73
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	Iteration 349Q: 3 clusters Score -4356784 nChanged 96
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Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -4356778 nChanged 62
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	Iteration 351Q: 3 clusters Score -4356792 nChanged 58
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	Iteration 352Q: 3 clusters Score -4356798 nChanged 72
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Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -4356786 nChanged 32
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	Iteration 354Q: 3 clusters Score -4356788 nChanged 38
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Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -4356800 nChanged 39
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Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 3125 members 
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	Iteration 356Q: 3 clusters Score -4356796 nChanged 9
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Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -4356804 nChanged 74
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	Iteration 358Q: 3 clusters Score -4356801 nChanged 36
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	Iteration 359Q: 3 clusters Score -4356808 nChanged 37
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Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4356810.000000 Penalty: 1044.814331
	Iteration 360F: 3 clusters Score -4356810 nChanged 23
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	Iteration 361Q: 3 clusters Score -4356802 nChanged 9
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	Iteration 362Q: 3 clusters Score -4356804 nChanged 44
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -4356802 nChanged 21
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Mstep: Class 1 contains 94006 members 
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	Iteration 364Q: 3 clusters Score -4356808 nChanged 14
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Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -4356808 nChanged 9
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Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -4356810 nChanged 19
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -4356811 nChanged 22
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	Iteration 368Q: 3 clusters Score -4356801 nChanged 21
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	Iteration 369Q: 3 clusters Score -4356807 nChanged 38
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Mstep: Class 1 contains 94121 members 
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Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -4356814 nChanged 36
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Mstep: Class 2 contains 2749 members 
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	Iteration 371Q: 3 clusters Score -4356814 nChanged 25
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Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4356818.000000 Penalty: 1044.814331
	Iteration 372Q: 3 clusters Score -4356818 nChanged 44
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Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4356820.500000 Penalty: 1044.814331
	Iteration 373Q: 3 clusters Score -4356820 nChanged 40
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Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4356816.500000 Penalty: 1044.814331
	Iteration 374Q: 3 clusters Score -4356816 nChanged 26
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Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4356829.000000 Penalty: 1044.814331
	Iteration 375Q: 3 clusters Score -4356829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4356831.500000 Penalty: 1044.814331
	Iteration 376Q: 3 clusters Score -4356832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4356816.000000 Penalty: 1044.814331
	Iteration 377Q: 3 clusters Score -4356816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4356822.500000 Penalty: 1044.814331
	Iteration 378Q: 3 clusters Score -4356822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4356841.500000 Penalty: 1044.814331
	Iteration 379Q: 3 clusters Score -4356842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4356845.500000 Penalty: 1044.814331
	Iteration 380F: 3 clusters Score -4356846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4356851.000000 Penalty: 1044.814331
	Iteration 381Q: 3 clusters Score -4356851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4356846.000000 Penalty: 1044.814331
	Iteration 382Q: 3 clusters Score -4356846 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4356844.000000 Penalty: 1044.814331
	Iteration 383Q: 3 clusters Score -4356844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4356840.500000 Penalty: 1044.814331
	Iteration 384Q: 3 clusters Score -4356840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4356845.500000 Penalty: 1044.814331
	Iteration 385Q: 3 clusters Score -4356846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4356837.000000 Penalty: 1044.814331
	Iteration 386Q: 3 clusters Score -4356837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4356838.000000 Penalty: 1044.814331
	Iteration 387Q: 3 clusters Score -4356838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4356837.000000 Penalty: 1044.814331
	Iteration 388Q: 3 clusters Score -4356837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4356837.500000 Penalty: 1044.814331
	Iteration 389Q: 3 clusters Score -4356838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4356833.500000 Penalty: 1044.814331
	Iteration 390Q: 3 clusters Score -4356834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4356822.500000 Penalty: 1044.814331
	Iteration 391Q: 3 clusters Score -4356822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4356814.000000 Penalty: 1044.814331
	Iteration 392Q: 3 clusters Score -4356814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4356815.500000 Penalty: 1044.814331
	Iteration 393Q: 3 clusters Score -4356816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4356819.500000 Penalty: 1044.814331
	Iteration 394Q: 3 clusters Score -4356820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4356829.000000 Penalty: 1044.814331
	Iteration 395Q: 3 clusters Score -4356829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4356826.500000 Penalty: 1044.814331
	Iteration 396Q: 3 clusters Score -4356826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4356830.500000 Penalty: 1044.814331
	Iteration 397Q: 3 clusters Score -4356830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4356833.500000 Penalty: 1044.814331
	Iteration 398Q: 3 clusters Score -4356834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4356837.500000 Penalty: 1044.814331
	Iteration 399Q: 3 clusters Score -4356838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4356846.000000 Penalty: 1044.814331
	Iteration 400F: 3 clusters Score -4356846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4356848.000000 Penalty: 1044.814331
	Iteration 401Q: 3 clusters Score -4356848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4356856.000000 Penalty: 1044.814331
	Iteration 402Q: 3 clusters Score -4356856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4356882.500000 Penalty: 1044.814331
	Iteration 403Q: 3 clusters Score -4356882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4356901.500000 Penalty: 1044.814331
	Iteration 404Q: 3 clusters Score -4356902 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4356915.500000 Penalty: 1044.814331
	Iteration 405Q: 3 clusters Score -4356916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4356943.500000 Penalty: 1044.814331
	Iteration 406Q: 3 clusters Score -4356944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4356959.500000 Penalty: 1044.814331
	Iteration 407Q: 3 clusters Score -4356960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4356979.000000 Penalty: 1044.814331
	Iteration 408Q: 3 clusters Score -4356979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4356996.500000 Penalty: 1044.814331
	Iteration 409Q: 3 clusters Score -4356996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4357009.500000 Penalty: 1044.814331
	Iteration 410Q: 3 clusters Score -4357010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4357017.000000 Penalty: 1044.814331
	Iteration 411Q: 3 clusters Score -4357017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4357014.500000 Penalty: 1044.814331
	Iteration 412Q: 3 clusters Score -4357014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4357024.000000 Penalty: 1044.814331
	Iteration 413Q: 3 clusters Score -4357024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4357018.000000 Penalty: 1044.814331
	Iteration 414Q: 3 clusters Score -4357018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4357025.000000 Penalty: 1044.814331
	Iteration 415Q: 3 clusters Score -4357025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4357031.500000 Penalty: 1044.814331
	Iteration 416Q: 3 clusters Score -4357032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4357030.000000 Penalty: 1044.814331
	Iteration 417Q: 3 clusters Score -4357030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4357032.500000 Penalty: 1044.814331
	Iteration 418Q: 3 clusters Score -4357032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4357034.000000 Penalty: 1044.814331
	Iteration 419Q: 3 clusters Score -4357034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4357042.000000 Penalty: 1044.814331
	Iteration 420F: 3 clusters Score -4357042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4357051.500000 Penalty: 1044.814331
	Iteration 421Q: 3 clusters Score -4357052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4357037.500000 Penalty: 1044.814331
	Iteration 422Q: 3 clusters Score -4357038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4357051.500000 Penalty: 1044.814331
	Iteration 423Q: 3 clusters Score -4357052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4357044.500000 Penalty: 1044.814331
	Iteration 424Q: 3 clusters Score -4357044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4357049.000000 Penalty: 1044.814331
	Iteration 425Q: 3 clusters Score -4357049 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -4357108.500000 Penalty: 1044.814331
	Iteration 426Q: 3 clusters Score -4357108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4357194.000000 Penalty: 522.407166
	Iteration 427Q: 2 clusters Score -4357194 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Entering Unmasked Estep 
Score: -4357510.000000 Penalty: 522.407166
	Iteration 428Q: 2 clusters Score -4357510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Entering Unmasked Estep 
Score: -4357510.000000 Penalty: 522.407166
	Iteration 429F: 2 clusters Score -4357510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -35062.019531 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -35062.02 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 425 members 
Entering Unmasked Estep 
Score: -34326.855469 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -34326.86 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34536.179688 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -34536.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -34568.957031 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -34568.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34588.066406 Penalty: 614.880859
	Iteration 3Q: 3 clusters Score -34588.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34600.792969 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -34600.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34612.257812 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -34612.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34621.792969 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -34621.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34629.203125 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -34629.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34638.867188 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -34638.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -34646.660156 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -34646.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34652.789062 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -34652.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34660.433594 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -34660.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34669.640625 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -34669.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34672.890625 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -34672.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34677.785156 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -34677.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34687.769531 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -34687.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34698.503906 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -34698.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34706.218750 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -34706.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34718.226562 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -34718.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34730.035156 Penalty: 614.880859
	Iteration 19Q: 3 clusters Score -34730.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34738.652344 Penalty: 614.880859
	Iteration 20F: 3 clusters Score -34738.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34745.011719 Penalty: 614.880859
	Iteration 21Q: 3 clusters Score -34745.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34748.628906 Penalty: 614.880859
	Iteration 22Q: 3 clusters Score -34748.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34753.941406 Penalty: 614.880859
	Iteration 23Q: 3 clusters Score -34753.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34760.925781 Penalty: 614.880859
	Iteration 24Q: 3 clusters Score -34760.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34766.414062 Penalty: 614.880859
	Iteration 25Q: 3 clusters Score -34766.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -34770.039062 Penalty: 614.880859
	Iteration 26Q: 3 clusters Score -34770.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34771.750000 Penalty: 614.880859
	Iteration 27Q: 3 clusters Score -34771.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -34772.722656 Penalty: 614.880859
	Iteration 28Q: 3 clusters Score -34772.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -34774.562500 Penalty: 614.880859
	Iteration 29Q: 3 clusters Score -34774.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34775.835938 Penalty: 614.880859
	Iteration 30Q: 3 clusters Score -34775.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34776.140625 Penalty: 614.880859
	Iteration 31Q: 3 clusters Score -34776.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34776.140625 Penalty: 614.880859
	Iteration 32F: 3 clusters Score -34776.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Entering Unmasked Estep 
Score: -5321909.500000 Penalty: 531.844666
	Iteration 0F: 2 clusters Score -5321910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -5241437.500000 Penalty: 1063.689331
	Iteration 0F: 3 clusters Score -5241438 nChanged 58220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -5276423.000000 Penalty: 1063.689331
	Iteration 1F: 3 clusters Score -5276423 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -5277805.500000 Penalty: 1063.689331
	Iteration 2Q: 3 clusters Score -5277806 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -5280017.000000 Penalty: 1063.689331
	Iteration 3Q: 3 clusters Score -5280017 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -5283763.500000 Penalty: 1063.689331
	Iteration 4F: 3 clusters Score -5283764 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -5289420.500000 Penalty: 1063.689331
	Iteration 5F: 3 clusters Score -5289420 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -5296184.500000 Penalty: 1063.689331
	Iteration 6F: 3 clusters Score -5296184 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -5301696.500000 Penalty: 1063.689331
	Iteration 7F: 3 clusters Score -5301696 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -5304608.500000 Penalty: 1063.689331
	Iteration 8Q: 3 clusters Score -5304608 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -5306168.500000 Penalty: 1063.689331
	Iteration 9Q: 3 clusters Score -5306168 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -5307558.500000 Penalty: 1063.689331
	Iteration 10Q: 3 clusters Score -5307558 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -5308927.000000 Penalty: 1063.689331
	Iteration 11Q: 3 clusters Score -5308927 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -5310445.500000 Penalty: 1063.689331
	Iteration 12Q: 3 clusters Score -5310446 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -5311960.500000 Penalty: 1063.689331
	Iteration 13Q: 3 clusters Score -5311960 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -5313405.500000 Penalty: 1063.689331
	Iteration 14Q: 3 clusters Score -5313406 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -5314718.500000 Penalty: 1063.689331
	Iteration 15Q: 3 clusters Score -5314718 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -5315807.500000 Penalty: 1063.689331
	Iteration 16Q: 3 clusters Score -5315808 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -5316719.500000 Penalty: 1063.689331
	Iteration 17Q: 3 clusters Score -5316720 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -5317474.000000 Penalty: 1063.689331
	Iteration 18Q: 3 clusters Score -5317474 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -5318117.000000 Penalty: 1063.689331
	Iteration 19Q: 3 clusters Score -5318117 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -5318585.500000 Penalty: 1063.689331
	Iteration 20F: 3 clusters Score -5318586 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -5319006.500000 Penalty: 1063.689331
	Iteration 21Q: 3 clusters Score -5319006 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -5319411.000000 Penalty: 1063.689331
	Iteration 22Q: 3 clusters Score -5319411 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -5319750.500000 Penalty: 1063.689331
	Iteration 23Q: 3 clusters Score -5319750 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -5320048.500000 Penalty: 1063.689331
	Iteration 24Q: 3 clusters Score -5320048 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -5320288.500000 Penalty: 1063.689331
	Iteration 25Q: 3 clusters Score -5320288 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -5320492.500000 Penalty: 1063.689331
	Iteration 26Q: 3 clusters Score -5320492 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 116655 members 
Entering Unmasked Estep 
Score: -5320652.000000 Penalty: 1063.689331
	Iteration 27Q: 3 clusters Score -5320652 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 116997 members 
Entering Unmasked Estep 
Score: -5320773.000000 Penalty: 1063.689331
	Iteration 28Q: 3 clusters Score -5320773 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -5320877.000000 Penalty: 1063.689331
	Iteration 29Q: 3 clusters Score -5320877 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -5320975.000000 Penalty: 1063.689331
	Iteration 30Q: 3 clusters Score -5320975 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -5321078.500000 Penalty: 1063.689331
	Iteration 31Q: 3 clusters Score -5321078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -5321143.500000 Penalty: 1063.689331
	Iteration 32Q: 3 clusters Score -5321144 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -5321204.500000 Penalty: 1063.689331
	Iteration 33Q: 3 clusters Score -5321204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -5321261.000000 Penalty: 1063.689331
	Iteration 34Q: 3 clusters Score -5321261 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 118251 members 
Entering Unmasked Estep 
Score: -5321294.500000 Penalty: 1063.689331
	Iteration 35Q: 3 clusters Score -5321294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 118326 members 
Entering Unmasked Estep 
Score: -5321329.500000 Penalty: 1063.689331
	Iteration 36Q: 3 clusters Score -5321330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -5321339.000000 Penalty: 1063.689331
	Iteration 37Q: 3 clusters Score -5321339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -5321361.000000 Penalty: 1063.689331
	Iteration 38Q: 3 clusters Score -5321361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -5321365.000000 Penalty: 1063.689331
	Iteration 39Q: 3 clusters Score -5321365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 118529 members 
Entering Unmasked Estep 
Score: -5321375.500000 Penalty: 1063.689331
	Iteration 40F: 3 clusters Score -5321376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -5321397.500000 Penalty: 1063.689331
	Iteration 41Q: 3 clusters Score -5321398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 118583 members 
Entering Unmasked Estep 
Score: -5321399.500000 Penalty: 1063.689331
	Iteration 42Q: 3 clusters Score -5321400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -5321401.500000 Penalty: 1063.689331
	Iteration 43Q: 3 clusters Score -5321402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -5321409.000000 Penalty: 1063.689331
	Iteration 44Q: 3 clusters Score -5321409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -5321415.000000 Penalty: 1063.689331
	Iteration 45Q: 3 clusters Score -5321415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -5321427.500000 Penalty: 1063.689331
	Iteration 46Q: 3 clusters Score -5321428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 118689 members 
Entering Unmasked Estep 
Score: -5321425.500000 Penalty: 1063.689331
	Iteration 47Q: 3 clusters Score -5321426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -5321431.500000 Penalty: 1063.689331
	Iteration 48Q: 3 clusters Score -5321432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -5321436.000000 Penalty: 1063.689331
	Iteration 49Q: 3 clusters Score -5321436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -5321443.500000 Penalty: 1063.689331
	Iteration 50Q: 3 clusters Score -5321444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -5321446.500000 Penalty: 1063.689331
	Iteration 51Q: 3 clusters Score -5321446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -5321442.500000 Penalty: 1063.689331
	Iteration 52Q: 3 clusters Score -5321442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -5321446.500000 Penalty: 1063.689331
	Iteration 53Q: 3 clusters Score -5321446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -5321448.500000 Penalty: 1063.689331
	Iteration 54Q: 3 clusters Score -5321448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 118749 members 
Entering Unmasked Estep 
Score: -5321448.500000 Penalty: 1063.689331
	Iteration 55Q: 3 clusters Score -5321448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -5321450.000000 Penalty: 1063.689331
	Iteration 56Q: 3 clusters Score -5321450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -5321455.500000 Penalty: 1063.689331
	Iteration 57Q: 3 clusters Score -5321456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -5321459.500000 Penalty: 1063.689331
	Iteration 58Q: 3 clusters Score -5321460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 118790 members 
Entering Unmasked Estep 
Score: -5321465.000000 Penalty: 1063.689331
	Iteration 59Q: 3 clusters Score -5321465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -5321462.500000 Penalty: 1063.689331
	Iteration 60F: 3 clusters Score -5321462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 118805 members 
Entering Unmasked Estep 
Score: -5321468.500000 Penalty: 1063.689331
	Iteration 61Q: 3 clusters Score -5321468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -5321466.000000 Penalty: 1063.689331
	Iteration 62Q: 3 clusters Score -5321466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -5321469.500000 Penalty: 1063.689331
	Iteration 63Q: 3 clusters Score -5321470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 118817 members 
Entering Unmasked Estep 
Score: -5321470.000000 Penalty: 1063.689331
	Iteration 64Q: 3 clusters Score -5321470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -5321476.000000 Penalty: 1063.689331
	Iteration 65Q: 3 clusters Score -5321476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -5321480.000000 Penalty: 1063.689331
	Iteration 66Q: 3 clusters Score -5321480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 118837 members 
Entering Unmasked Estep 
Score: -5321476.000000 Penalty: 1063.689331
	Iteration 67Q: 3 clusters Score -5321476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -5321479.500000 Penalty: 1063.689331
	Iteration 68Q: 3 clusters Score -5321480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -5321483.500000 Penalty: 1063.689331
	Iteration 69Q: 3 clusters Score -5321484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -5321480.000000 Penalty: 1063.689331
	Iteration 70Q: 3 clusters Score -5321480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -5321483.000000 Penalty: 1063.689331
	Iteration 71Q: 3 clusters Score -5321483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -5321480.500000 Penalty: 1063.689331
	Iteration 72Q: 3 clusters Score -5321480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -5321486.000000 Penalty: 1063.689331
	Iteration 73Q: 3 clusters Score -5321486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -5321493.500000 Penalty: 1063.689331
	Iteration 74Q: 3 clusters Score -5321494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -5321487.500000 Penalty: 1063.689331
	Iteration 75Q: 3 clusters Score -5321488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -5321489.000000 Penalty: 1063.689331
	Iteration 76Q: 3 clusters Score -5321489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -5321491.000000 Penalty: 1063.689331
	Iteration 77Q: 3 clusters Score -5321491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -5321496.000000 Penalty: 1063.689331
	Iteration 78Q: 3 clusters Score -5321496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -5321496.500000 Penalty: 1063.689331
	Iteration 79Q: 3 clusters Score -5321496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -5321495.500000 Penalty: 1063.689331
	Iteration 80F: 3 clusters Score -5321496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Entering Unmasked Estep 
Score: -1229292.250000 Penalty: 465.742340
	Iteration 0F: 2 clusters Score -1229292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1210579.750000 Penalty: 931.484680
	Iteration 0F: 3 clusters Score -1210580 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1218412.875000 Penalty: 931.484680
	Iteration 1F: 3 clusters Score -1218413 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1218670.750000 Penalty: 931.484680
	Iteration 2Q: 3 clusters Score -1218671 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1219015.750000 Penalty: 931.484680
	Iteration 3Q: 3 clusters Score -1219016 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1219463.500000 Penalty: 931.484680
	Iteration 4Q: 3 clusters Score -1219464 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1220137.125000 Penalty: 931.484680
	Iteration 5Q: 3 clusters Score -1220137 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1221118.250000 Penalty: 931.484680
	Iteration 6F: 3 clusters Score -1221118 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1222360.500000 Penalty: 931.484680
	Iteration 7F: 3 clusters Score -1222360 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1223657.250000 Penalty: 931.484680
	Iteration 8F: 3 clusters Score -1223657 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -1224666.500000 Penalty: 931.484680
	Iteration 9F: 3 clusters Score -1224666 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1225317.375000 Penalty: 931.484680
	Iteration 10Q: 3 clusters Score -1225317 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -1225774.125000 Penalty: 931.484680
	Iteration 11Q: 3 clusters Score -1225774 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -1226233.500000 Penalty: 931.484680
	Iteration 12Q: 3 clusters Score -1226234 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -1226683.625000 Penalty: 931.484680
	Iteration 13Q: 3 clusters Score -1226684 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -1227114.875000 Penalty: 931.484680
	Iteration 14Q: 3 clusters Score -1227115 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -1227504.875000 Penalty: 931.484680
	Iteration 15Q: 3 clusters Score -1227505 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -1227872.875000 Penalty: 931.484680
	Iteration 16Q: 3 clusters Score -1227873 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -1228173.250000 Penalty: 931.484680
	Iteration 17Q: 3 clusters Score -1228173 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -1228393.875000 Penalty: 931.484680
	Iteration 18Q: 3 clusters Score -1228394 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -1228541.875000 Penalty: 931.484680
	Iteration 19Q: 3 clusters Score -1228542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -1228652.875000 Penalty: 931.484680
	Iteration 20F: 3 clusters Score -1228653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -1228727.375000 Penalty: 931.484680
	Iteration 21Q: 3 clusters Score -1228727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -1228777.375000 Penalty: 931.484680
	Iteration 22Q: 3 clusters Score -1228777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1228813.000000 Penalty: 931.484680
	Iteration 23Q: 3 clusters Score -1228813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1228841.375000 Penalty: 931.484680
	Iteration 24Q: 3 clusters Score -1228841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -1228862.250000 Penalty: 931.484680
	Iteration 25Q: 3 clusters Score -1228862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -1228867.250000 Penalty: 931.484680
	Iteration 26Q: 3 clusters Score -1228867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -1228876.250000 Penalty: 931.484680
	Iteration 27Q: 3 clusters Score -1228876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -1228881.250000 Penalty: 931.484680
	Iteration 28Q: 3 clusters Score -1228881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -1228885.250000 Penalty: 931.484680
	Iteration 29Q: 3 clusters Score -1228885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -1228889.750000 Penalty: 931.484680
	Iteration 30Q: 3 clusters Score -1228890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -1228894.250000 Penalty: 931.484680
	Iteration 31Q: 3 clusters Score -1228894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -1228896.750000 Penalty: 931.484680
	Iteration 32Q: 3 clusters Score -1228897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -1228898.750000 Penalty: 931.484680
	Iteration 33Q: 3 clusters Score -1228899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1228899.875000 Penalty: 931.484680
	Iteration 34Q: 3 clusters Score -1228900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -1228904.000000 Penalty: 931.484680
	Iteration 35Q: 3 clusters Score -1228904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1228906.000000 Penalty: 931.484680
	Iteration 36Q: 3 clusters Score -1228906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -1228906.250000 Penalty: 931.484680
	Iteration 37Q: 3 clusters Score -1228906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1228907.125000 Penalty: 931.484680
	Iteration 38Q: 3 clusters Score -1228907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1228907.125000 Penalty: 931.484680
	Iteration 39F: 3 clusters Score -1228907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -84894.828125 Penalty: 346.158447
	Iteration 0F: 2 clusters Score -84894.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83491.273438 Penalty: 692.316895
	Iteration 0F: 3 clusters Score -83491.27 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -84137.351562 Penalty: 692.316895
	Iteration 1F: 3 clusters Score -84137.35 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84338.015625 Penalty: 692.316895
	Iteration 2F: 3 clusters Score -84338.02 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -84541.109375 Penalty: 692.316895
	Iteration 3F: 3 clusters Score -84541.11 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84662.453125 Penalty: 692.316895
	Iteration 4F: 3 clusters Score -84662.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -84736.648438 Penalty: 692.316895
	Iteration 5Q: 3 clusters Score -84736.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -84772.960938 Penalty: 692.316895
	Iteration 6Q: 3 clusters Score -84772.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -84788.273438 Penalty: 692.316895
	Iteration 7Q: 3 clusters Score -84788.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84799.257812 Penalty: 692.316895
	Iteration 8Q: 3 clusters Score -84799.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84806.007812 Penalty: 692.316895
	Iteration 9Q: 3 clusters Score -84806.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84809.296875 Penalty: 692.316895
	Iteration 10Q: 3 clusters Score -84809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84811.773438 Penalty: 692.316895
	Iteration 11Q: 3 clusters Score -84811.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84814.164062 Penalty: 692.316895
	Iteration 12Q: 3 clusters Score -84814.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84815.132812 Penalty: 692.316895
	Iteration 13Q: 3 clusters Score -84815.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84815.835938 Penalty: 692.316895
	Iteration 14Q: 3 clusters Score -84815.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84816.351562 Penalty: 692.316895
	Iteration 15Q: 3 clusters Score -84816.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84816.351562 Penalty: 692.316895
	Iteration 16F: 3 clusters Score -84816.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -84479.218750 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -84479.22 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 878 members 
Entering Unmasked Estep 
Score: -83153.796875 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -83153.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -83611.164062 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -83611.16 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83681.968750 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -83681.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -83730.679688 Penalty: 683.399353
	Iteration 3Q: 3 clusters Score -83730.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83770.109375 Penalty: 683.399353
	Iteration 4Q: 3 clusters Score -83770.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83812.718750 Penalty: 683.399353
	Iteration 5Q: 3 clusters Score -83812.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -83866.742188 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -83866.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83917.757812 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -83917.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83960.851562 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -83960.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83988.906250 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -83988.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84013.218750 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -84013.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84040.164062 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -84040.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84063.132812 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -84063.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84073.882812 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -84073.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84082.054688 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -84082.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84086.945312 Penalty: 683.399353
	Iteration 15Q: 3 clusters Score -84086.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84090.554688 Penalty: 683.399353
	Iteration 16Q: 3 clusters Score -84090.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84094.921875 Penalty: 683.399353
	Iteration 17Q: 3 clusters Score -84094.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84102.812500 Penalty: 683.399353
	Iteration 18Q: 3 clusters Score -84102.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84105.523438 Penalty: 683.399353
	Iteration 19Q: 3 clusters Score -84105.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84108.640625 Penalty: 683.399353
	Iteration 20F: 3 clusters Score -84108.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84110.281250 Penalty: 683.399353
	Iteration 21Q: 3 clusters Score -84110.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84110.914062 Penalty: 683.399353
	Iteration 22Q: 3 clusters Score -84110.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84111.804688 Penalty: 683.399353
	Iteration 23Q: 3 clusters Score -84111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84112.523438 Penalty: 683.399353
	Iteration 24Q: 3 clusters Score -84112.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84113.515625 Penalty: 683.399353
	Iteration 25Q: 3 clusters Score -84113.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84115.562500 Penalty: 683.399353
	Iteration 26Q: 3 clusters Score -84115.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84118.750000 Penalty: 683.399353
	Iteration 27Q: 3 clusters Score -84118.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84123.070312 Penalty: 683.399353
	Iteration 28Q: 3 clusters Score -84123.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84129.539062 Penalty: 683.399353
	Iteration 29Q: 3 clusters Score -84129.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84132.062500 Penalty: 683.399353
	Iteration 30Q: 3 clusters Score -84132.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84133.664062 Penalty: 683.399353
	Iteration 31Q: 3 clusters Score -84133.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84135.507812 Penalty: 683.399353
	Iteration 32Q: 3 clusters Score -84135.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84136.054688 Penalty: 683.399353
	Iteration 33Q: 3 clusters Score -84136.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84136.640625 Penalty: 683.399353
	Iteration 34Q: 3 clusters Score -84136.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84137.203125 Penalty: 683.399353
	Iteration 35Q: 3 clusters Score -84137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84137.703125 Penalty: 683.399353
	Iteration 36Q: 3 clusters Score -84137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84139.406250 Penalty: 683.399353
	Iteration 37Q: 3 clusters Score -84139.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84141.273438 Penalty: 683.399353
	Iteration 38Q: 3 clusters Score -84141.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84141.953125 Penalty: 683.399353
	Iteration 39Q: 3 clusters Score -84141.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84142.226562 Penalty: 683.399353
	Iteration 40F: 3 clusters Score -84142.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84142.242188 Penalty: 683.399353
	Iteration 41Q: 3 clusters Score -84142.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84142.242188 Penalty: 683.399353
	Iteration 42F: 3 clusters Score -84142.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Entering Unmasked Estep 
Score: -1628819.625000 Penalty: 482.212799
	Iteration 0F: 2 clusters Score -1628820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1602037.750000 Penalty: 964.425598
	Iteration 0F: 3 clusters Score -1602038 nChanged 19444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1614115.875000 Penalty: 964.425598
	Iteration 1F: 3 clusters Score -1614116 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1615337.125000 Penalty: 964.425598
	Iteration 2F: 3 clusters Score -1615337 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1617035.625000 Penalty: 964.425598
	Iteration 3F: 3 clusters Score -1617036 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1619108.500000 Penalty: 964.425598
	Iteration 4F: 3 clusters Score -1619108 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1621163.625000 Penalty: 964.425598
	Iteration 5F: 3 clusters Score -1621164 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1622835.375000 Penalty: 964.425598
	Iteration 6F: 3 clusters Score -1622835 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1624178.250000 Penalty: 964.425598
	Iteration 7Q: 3 clusters Score -1624178 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1625089.875000 Penalty: 964.425598
	Iteration 8Q: 3 clusters Score -1625090 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1625676.000000 Penalty: 964.425598
	Iteration 9Q: 3 clusters Score -1625676 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1626059.750000 Penalty: 964.425598
	Iteration 10Q: 3 clusters Score -1626060 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1626380.500000 Penalty: 964.425598
	Iteration 11Q: 3 clusters Score -1626380 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1626666.625000 Penalty: 964.425598
	Iteration 12Q: 3 clusters Score -1626667 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1626874.875000 Penalty: 964.425598
	Iteration 13Q: 3 clusters Score -1626875 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1627067.000000 Penalty: 964.425598
	Iteration 14Q: 3 clusters Score -1627067 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1627246.250000 Penalty: 964.425598
	Iteration 15Q: 3 clusters Score -1627246 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1627406.750000 Penalty: 964.425598
	Iteration 16Q: 3 clusters Score -1627407 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1627551.625000 Penalty: 964.425598
	Iteration 17Q: 3 clusters Score -1627552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1627664.500000 Penalty: 964.425598
	Iteration 18Q: 3 clusters Score -1627664 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1627797.500000 Penalty: 964.425598
	Iteration 19Q: 3 clusters Score -1627798 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1627908.375000 Penalty: 964.425598
	Iteration 20F: 3 clusters Score -1627908 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1627999.500000 Penalty: 964.425598
	Iteration 21Q: 3 clusters Score -1628000 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1628078.625000 Penalty: 964.425598
	Iteration 22Q: 3 clusters Score -1628079 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1628162.875000 Penalty: 964.425598
	Iteration 23Q: 3 clusters Score -1628163 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1628231.375000 Penalty: 964.425598
	Iteration 24Q: 3 clusters Score -1628231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1628298.000000 Penalty: 964.425598
	Iteration 25Q: 3 clusters Score -1628298 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1628348.750000 Penalty: 964.425598
	Iteration 26Q: 3 clusters Score -1628349 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1628403.625000 Penalty: 964.425598
	Iteration 27Q: 3 clusters Score -1628404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1628448.375000 Penalty: 964.425598
	Iteration 28Q: 3 clusters Score -1628448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1628488.375000 Penalty: 964.425598
	Iteration 29Q: 3 clusters Score -1628488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1628524.250000 Penalty: 964.425598
	Iteration 30Q: 3 clusters Score -1628524 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1628554.000000 Penalty: 964.425598
	Iteration 31Q: 3 clusters Score -1628554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1628586.750000 Penalty: 964.425598
	Iteration 32Q: 3 clusters Score -1628587 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1628613.125000 Penalty: 964.425598
	Iteration 33Q: 3 clusters Score -1628613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1628646.625000 Penalty: 964.425598
	Iteration 34Q: 3 clusters Score -1628647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1628669.250000 Penalty: 964.425598
	Iteration 35Q: 3 clusters Score -1628669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1628687.125000 Penalty: 964.425598
	Iteration 36Q: 3 clusters Score -1628687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1628694.875000 Penalty: 964.425598
	Iteration 37Q: 3 clusters Score -1628695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1628703.500000 Penalty: 964.425598
	Iteration 38Q: 3 clusters Score -1628704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1628704.875000 Penalty: 964.425598
	Iteration 39Q: 3 clusters Score -1628705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1628704.375000 Penalty: 964.425598
	Iteration 40F: 3 clusters Score -1628704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1628707.125000 Penalty: 964.425598
	Iteration 41Q: 3 clusters Score -1628707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1628711.000000 Penalty: 964.425598
	Iteration 42Q: 3 clusters Score -1628711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1628711.375000 Penalty: 964.425598
	Iteration 43Q: 3 clusters Score -1628711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1628714.000000 Penalty: 964.425598
	Iteration 44Q: 3 clusters Score -1628714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1628715.500000 Penalty: 964.425598
	Iteration 45Q: 3 clusters Score -1628716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1628718.500000 Penalty: 964.425598
	Iteration 46Q: 3 clusters Score -1628718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1628718.500000 Penalty: 964.425598
	Iteration 47Q: 3 clusters Score -1628718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1628719.875000 Penalty: 964.425598
	Iteration 48Q: 3 clusters Score -1628720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1628722.375000 Penalty: 964.425598
	Iteration 49Q: 3 clusters Score -1628722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1628723.875000 Penalty: 964.425598
	Iteration 50Q: 3 clusters Score -1628724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1628723.750000 Penalty: 964.425598
	Iteration 51Q: 3 clusters Score -1628724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1628727.500000 Penalty: 964.425598
	Iteration 52Q: 3 clusters Score -1628728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1628727.125000 Penalty: 964.425598
	Iteration 53Q: 3 clusters Score -1628727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1628728.250000 Penalty: 964.425598
	Iteration 54Q: 3 clusters Score -1628728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1628732.250000 Penalty: 964.425598
	Iteration 55Q: 3 clusters Score -1628732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1628730.500000 Penalty: 964.425598
	Iteration 56Q: 3 clusters Score -1628730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1628728.625000 Penalty: 964.425598
	Iteration 57Q: 3 clusters Score -1628729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1628728.625000 Penalty: 964.425598
	Iteration 58F: 3 clusters Score -1628729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65732 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 20359 members 
Mstep: Class 6 contains 196932 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 87657 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 20632 members 
Mstep: Class 12 contains 321942 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 48713 members 
Mstep: Class 15 contains 96904 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 119240 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 40058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939996.000000 Penalty: 13305.507812
Iteration 439Q: 22 clusters Score -4.694e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65662 members 
Mstep: Class 4 contains 18795 members 
Mstep: Class 5 contains 20363 members 
Mstep: Class 6 contains 197843 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 87481 members 
Mstep: Class 10 contains 9284 members 
Mstep: Class 11 contains 20635 members 
Mstep: Class 12 contains 322106 members 
Mstep: Class 13 contains 9474 members 
Mstep: Class 14 contains 48662 members 
Mstep: Class 15 contains 97023 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 118780 members 
Mstep: Class 18 contains 27895 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 40052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939888.000000 Penalty: 13305.507812
Iteration 440F: 22 clusters Score -4.693989e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65599 members 
Mstep: Class 4 contains 18485 members 
Mstep: Class 5 contains 20370 members 
Mstep: Class 6 contains 198713 members 
Mstep: Class 7 contains 21867 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 87293 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 20645 members 
Mstep: Class 12 contains 322260 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 48625 members 
Mstep: Class 15 contains 97091 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 118325 members 
Mstep: Class 18 contains 27891 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 40049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939800.000000 Penalty: 13305.507812
Iteration 441Q: 22 clusters Score -4.69398e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65542 members 
Mstep: Class 4 contains 18195 members 
Mstep: Class 5 contains 20368 members 
Mstep: Class 6 contains 199659 members 
Mstep: Class 7 contains 21854 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 87121 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 20657 members 
Mstep: Class 12 contains 322357 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 48584 members 
Mstep: Class 15 contains 97097 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 117852 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 40054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939708.000000 Penalty: 13305.507812
Iteration 442Q: 22 clusters Score -4.693971e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65487 members 
Mstep: Class 4 contains 17925 members 
Mstep: Class 5 contains 20372 members 
Mstep: Class 6 contains 200643 members 
Mstep: Class 7 contains 21841 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 20668 members 
Mstep: Class 12 contains 322358 members 
Mstep: Class 13 contains 9474 members 
Mstep: Class 14 contains 48540 members 
Mstep: Class 15 contains 97091 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 117424 members 
Mstep: Class 18 contains 27895 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 40059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939632.000000 Penalty: 13305.507812
Iteration 443Q: 22 clusters Score -4.693963e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65425 members 
Mstep: Class 4 contains 17545 members 
Mstep: Class 5 contains 20376 members 
Mstep: Class 6 contains 201670 members 
Mstep: Class 7 contains 21822 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 86773 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 20676 members 
Mstep: Class 12 contains 322389 members 
Mstep: Class 13 contains 9482 members 
Mstep: Class 14 contains 48493 members 
Mstep: Class 15 contains 97165 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 116987 members 
Mstep: Class 18 contains 27897 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 40062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939604.000000 Penalty: 13305.507812
Iteration 444Q: 22 clusters Score -4.69396e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65369 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 5 contains 20380 members 
Mstep: Class 6 contains 202636 members 
Mstep: Class 7 contains 21814 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 86574 members 
Mstep: Class 10 contains 9190 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 322421 members 
Mstep: Class 13 contains 9491 members 
Mstep: Class 14 contains 48442 members 
Mstep: Class 15 contains 97231 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 116567 members 
Mstep: Class 18 contains 27896 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 40059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939672.000000 Penalty: 13305.507812
Iteration 445Q: 22 clusters Score -4.693967e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65312 members 
Mstep: Class 4 contains 16933 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 203557 members 
Mstep: Class 7 contains 21809 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 86384 members 
Mstep: Class 10 contains 9169 members 
Mstep: Class 11 contains 20687 members 
Mstep: Class 12 contains 322435 members 
Mstep: Class 13 contains 9499 members 
Mstep: Class 14 contains 48380 members 
Mstep: Class 15 contains 97284 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 116191 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 40050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939608.000000 Penalty: 13305.507812
Iteration 446Q: 22 clusters Score -4.693961e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65252 members 
Mstep: Class 4 contains 16699 members 
Mstep: Class 5 contains 20389 members 
Mstep: Class 6 contains 204487 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 86178 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 322410 members 
Mstep: Class 13 contains 9500 members 
Mstep: Class 14 contains 48323 members 
Mstep: Class 15 contains 97332 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 115815 members 
Mstep: Class 18 contains 27893 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939488.000000 Penalty: 13305.507812
Iteration 447Q: 22 clusters Score -4.693949e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 65200 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 20393 members 
Mstep: Class 6 contains 205457 members 
Mstep: Class 7 contains 21792 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 85971 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 20690 members 
Mstep: Class 12 contains 322393 members 
Mstep: Class 13 contains 9503 members 
Mstep: Class 14 contains 48261 members 
Mstep: Class 15 contains 97417 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 115416 members 
Mstep: Class 18 contains 27890 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 40058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939584.000000 Penalty: 13305.507812
Iteration 448Q: 22 clusters Score -4.693958e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65150 members 
Mstep: Class 4 contains 16118 members 
Mstep: Class 5 contains 20397 members 
Mstep: Class 6 contains 206428 members 
Mstep: Class 7 contains 21783 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 85754 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 322387 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 48210 members 
Mstep: Class 15 contains 97490 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 115002 members 
Mstep: Class 18 contains 27886 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 40062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939708.000000 Penalty: 13305.507812
Iteration 449Q: 22 clusters Score -4.693971e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65101 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 20400 members 
Mstep: Class 6 contains 207417 members 
Mstep: Class 7 contains 21771 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 85534 members 
Mstep: Class 10 contains 9109 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 322376 members 
Mstep: Class 13 contains 9518 members 
Mstep: Class 14 contains 48168 members 
Mstep: Class 15 contains 97516 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 114589 members 
Mstep: Class 18 contains 27881 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 21 contains 40058 members 
Entering Unmasked Estep 
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Score: -46939284.000000 Penalty: 13305.507812
Iteration 450Q: 22 clusters Score -4.693928e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65067 members 
Mstep: Class 4 contains 15750 members 
Mstep: Class 5 contains 20411 members 
Mstep: Class 6 contains 208354 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 85348 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 20706 members 
Mstep: Class 12 contains 322304 members 
Mstep: Class 13 contains 9521 members 
Mstep: Class 14 contains 48109 members 
Mstep: Class 15 contains 97499 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 114193 members 
Mstep: Class 18 contains 27866 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1811 members 
Mstep: Class 21 contains 40055 members 
Entering Unmasked Estep 
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Iteration 451Q: 22 clusters Score -4.693929e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 65030 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 20421 members 
Mstep: Class 6 contains 209253 members 
Mstep: Class 7 contains 21733 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 85138 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 322264 members 
Mstep: Class 13 contains 9525 members 
Mstep: Class 14 contains 48053 members 
Mstep: Class 15 contains 97525 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 113811 members 
Mstep: Class 18 contains 27858 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 40059 members 
Entering Unmasked Estep 
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Iteration 452Q: 22 clusters Score -4.693931e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64980 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 20425 members 
Mstep: Class 6 contains 210190 members 
Mstep: Class 7 contains 21720 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 84929 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 322177 members 
Mstep: Class 13 contains 9524 members 
Mstep: Class 14 contains 47986 members 
Mstep: Class 15 contains 97552 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 113437 members 
Mstep: Class 18 contains 27856 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1805 members 
Mstep: Class 21 contains 40070 members 
Entering Unmasked Estep 
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Iteration 453Q: 22 clusters Score -4.693925e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64953 members 
Mstep: Class 4 contains 15221 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 211176 members 
Mstep: Class 7 contains 21712 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 84735 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 322038 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 14 contains 47913 members 
Mstep: Class 15 contains 97586 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 113065 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 40073 members 
Entering Unmasked Estep 
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Iteration 454Q: 22 clusters Score -4.693917e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64928 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 20429 members 
Mstep: Class 6 contains 212106 members 
Mstep: Class 7 contains 21704 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 84528 members 
Mstep: Class 10 contains 9034 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 321945 members 
Mstep: Class 13 contains 9524 members 
Mstep: Class 14 contains 47842 members 
Mstep: Class 15 contains 97643 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 112702 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 40080 members 
Entering Unmasked Estep 
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Iteration 455Q: 22 clusters Score -4.693916e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64905 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 213007 members 
Mstep: Class 7 contains 21677 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 84319 members 
Mstep: Class 10 contains 9023 members 
Mstep: Class 11 contains 20734 members 
Mstep: Class 12 contains 321845 members 
Mstep: Class 13 contains 9530 members 
Mstep: Class 14 contains 47778 members 
Mstep: Class 15 contains 97667 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 112359 members 
Mstep: Class 18 contains 27853 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 40084 members 
Entering Unmasked Estep 
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Iteration 456Q: 22 clusters Score -4.693927e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64869 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 20432 members 
Mstep: Class 6 contains 213974 members 
Mstep: Class 7 contains 21640 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 84138 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 20733 members 
Mstep: Class 12 contains 321749 members 
Mstep: Class 13 contains 9522 members 
Mstep: Class 14 contains 47710 members 
Mstep: Class 15 contains 97750 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 112019 members 
Mstep: Class 18 contains 27852 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 40089 members 
Entering Unmasked Estep 
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Iteration 457Q: 22 clusters Score -4.693923e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64843 members 
Mstep: Class 4 contains 14356 members 
Mstep: Class 5 contains 20440 members 
Mstep: Class 6 contains 214903 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 83952 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 321654 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 14 contains 47641 members 
Mstep: Class 15 contains 97806 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 111686 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1792 members 
Mstep: Class 21 contains 40087 members 
Entering Unmasked Estep 
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Iteration 458Q: 22 clusters Score -4.693925e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64815 members 
Mstep: Class 4 contains 14146 members 
Mstep: Class 5 contains 20446 members 
Mstep: Class 6 contains 215804 members 
Mstep: Class 7 contains 21565 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 83768 members 
Mstep: Class 10 contains 9000 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 321541 members 
Mstep: Class 13 contains 9523 members 
Mstep: Class 14 contains 47582 members 
Mstep: Class 15 contains 97847 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 111372 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 40087 members 
Entering Unmasked Estep 
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Iteration 459Q: 22 clusters Score -4.693922e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64794 members 
Mstep: Class 4 contains 13954 members 
Mstep: Class 5 contains 20447 members 
Mstep: Class 6 contains 216681 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 83567 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 321471 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 14 contains 47521 members 
Mstep: Class 15 contains 97875 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 111034 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 40090 members 
Entering Unmasked Estep 
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Iteration 460F: 22 clusters Score -4.693914e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64766 members 
Mstep: Class 4 contains 13709 members 
Mstep: Class 5 contains 20450 members 
Mstep: Class 6 contains 217580 members 
Mstep: Class 7 contains 21483 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 83366 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 321407 members 
Mstep: Class 13 contains 9558 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 15 contains 97904 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 110707 members 
Mstep: Class 18 contains 27839 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 40098 members 
Entering Unmasked Estep 
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Iteration 461Q: 22 clusters Score -4.693925e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64724 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 20451 members 
Mstep: Class 6 contains 218506 members 
Mstep: Class 7 contains 21430 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 83173 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 321332 members 
Mstep: Class 13 contains 9567 members 
Mstep: Class 14 contains 47431 members 
Mstep: Class 15 contains 97902 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 110410 members 
Mstep: Class 18 contains 27838 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 40100 members 
Entering Unmasked Estep 
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Iteration 462Q: 22 clusters Score -4.693929e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64691 members 
Mstep: Class 4 contains 13197 members 
Mstep: Class 5 contains 20453 members 
Mstep: Class 6 contains 219425 members 
Mstep: Class 7 contains 21379 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 82959 members 
Mstep: Class 10 contains 8982 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 321297 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 47398 members 
Mstep: Class 15 contains 97933 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 110107 members 
Mstep: Class 18 contains 27838 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 40092 members 
Entering Unmasked Estep 
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Iteration 463Q: 22 clusters Score -4.693923e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64652 members 
Mstep: Class 4 contains 12977 members 
Mstep: Class 5 contains 20456 members 
Mstep: Class 6 contains 220340 members 
Mstep: Class 7 contains 21321 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 82738 members 
Mstep: Class 10 contains 8975 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 321231 members 
Mstep: Class 13 contains 9587 members 
Mstep: Class 14 contains 47364 members 
Mstep: Class 15 contains 97981 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 109788 members 
Mstep: Class 18 contains 27836 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 40091 members 
Entering Unmasked Estep 
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Iteration 464Q: 22 clusters Score -4.69392e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64601 members 
Mstep: Class 4 contains 12724 members 
Mstep: Class 5 contains 20457 members 
Mstep: Class 6 contains 221253 members 
Mstep: Class 7 contains 21281 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 82476 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 321179 members 
Mstep: Class 13 contains 9596 members 
Mstep: Class 14 contains 47331 members 
Mstep: Class 15 contains 98088 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 109474 members 
Mstep: Class 18 contains 27837 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 40094 members 
Entering Unmasked Estep 
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Iteration 465Q: 22 clusters Score -4.693908e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64566 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 20457 members 
Mstep: Class 6 contains 222095 members 
Mstep: Class 7 contains 21246 members 
Mstep: Class 8 contains 1152 members 
Mstep: Class 9 contains 82201 members 
Mstep: Class 10 contains 8952 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 321214 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 47276 members 
Mstep: Class 15 contains 98214 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 109136 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 40094 members 
Entering Unmasked Estep 
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Iteration 466Q: 22 clusters Score -4.693907e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64517 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 20458 members 
Mstep: Class 6 contains 222946 members 
Mstep: Class 7 contains 21221 members 
Mstep: Class 8 contains 1150 members 
Mstep: Class 9 contains 81952 members 
Mstep: Class 10 contains 8939 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 321193 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 47228 members 
Mstep: Class 15 contains 98282 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 108833 members 
Mstep: Class 18 contains 27838 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40083 members 
Entering Unmasked Estep 
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Iteration 467Q: 22 clusters Score -4.693914e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 269 members 
Mstep: Class 3 contains 64459 members 
Mstep: Class 4 contains 12116 members 
Mstep: Class 5 contains 20460 members 
Mstep: Class 6 contains 223746 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 1150 members 
Mstep: Class 9 contains 81708 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 321227 members 
Mstep: Class 13 contains 9597 members 
Mstep: Class 14 contains 47180 members 
Mstep: Class 15 contains 98318 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 108514 members 
Mstep: Class 18 contains 27836 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 40074 members 
Entering Unmasked Estep 
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Iteration 468Q: 22 clusters Score -4.693911e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64407 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 6 contains 224521 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 1148 members 
Mstep: Class 9 contains 81528 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 321225 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 47136 members 
Mstep: Class 15 contains 98256 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 108222 members 
Mstep: Class 18 contains 27834 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 40056 members 
Entering Unmasked Estep 
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Iteration 469Q: 22 clusters Score -4.693904e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64363 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 20467 members 
Mstep: Class 6 contains 225345 members 
Mstep: Class 7 contains 21135 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 81348 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 321214 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 14 contains 47071 members 
Mstep: Class 15 contains 98256 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 107915 members 
Mstep: Class 18 contains 27829 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 40051 members 
Entering Unmasked Estep 
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Iteration 470Q: 22 clusters Score -4.693903e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64298 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 20470 members 
Mstep: Class 6 contains 226141 members 
Mstep: Class 7 contains 21104 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 81183 members 
Mstep: Class 10 contains 8901 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 321198 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 47002 members 
Mstep: Class 15 contains 98220 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 107597 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 40049 members 
Entering Unmasked Estep 
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Iteration 471Q: 22 clusters Score -4.69389e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64236 members 
Mstep: Class 4 contains 11602 members 
Mstep: Class 5 contains 20470 members 
Mstep: Class 6 contains 226904 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 81045 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 11 contains 20740 members 
Mstep: Class 12 contains 321220 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 14 contains 46932 members 
Mstep: Class 15 contains 98158 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 107270 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1890 members 
Mstep: Class 21 contains 40050 members 
Entering Unmasked Estep 
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Iteration 472Q: 22 clusters Score -4.693896e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64180 members 
Mstep: Class 4 contains 11371 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 227705 members 
Mstep: Class 7 contains 21032 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 80902 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 321256 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 46852 members 
Mstep: Class 15 contains 98167 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 106956 members 
Mstep: Class 18 contains 27845 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 40044 members 
Entering Unmasked Estep 
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Iteration 473Q: 22 clusters Score -4.693876e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64145 members 
Mstep: Class 4 contains 11197 members 
Mstep: Class 5 contains 20469 members 
Mstep: Class 6 contains 228418 members 
Mstep: Class 7 contains 20991 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 80743 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 321362 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 46802 members 
Mstep: Class 15 contains 98148 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 106608 members 
Mstep: Class 18 contains 27845 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 40043 members 
Entering Unmasked Estep 
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Iteration 474Q: 22 clusters Score -4.693872e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64099 members 
Mstep: Class 4 contains 11066 members 
Mstep: Class 5 contains 20472 members 
Mstep: Class 6 contains 229114 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 80581 members 
Mstep: Class 10 contains 8895 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 321477 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 46745 members 
Mstep: Class 15 contains 98127 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 106248 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 40036 members 
Entering Unmasked Estep 
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Iteration 475Q: 22 clusters Score -4.69385e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 64049 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 20475 members 
Mstep: Class 6 contains 229736 members 
Mstep: Class 7 contains 20918 members 
Mstep: Class 8 contains 1143 members 
Mstep: Class 9 contains 80432 members 
Mstep: Class 10 contains 8892 members 
Mstep: Class 11 contains 20744 members 
Mstep: Class 12 contains 321580 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 46694 members 
Mstep: Class 15 contains 98016 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 105890 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 40030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938432.000000 Penalty: 13305.507812
Iteration 476Q: 22 clusters Score -4.693843e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63991 members 
Mstep: Class 4 contains 11085 members 
Mstep: Class 5 contains 20478 members 
Mstep: Class 6 contains 230439 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 321681 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 97855 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 105522 members 
Mstep: Class 18 contains 27849 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 40028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938480.000000 Penalty: 13305.507812
Iteration 477Q: 22 clusters Score -4.693848e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63938 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 231189 members 
Mstep: Class 7 contains 20845 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 80206 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 20743 members 
Mstep: Class 12 contains 321812 members 
Mstep: Class 13 contains 9691 members 
Mstep: Class 14 contains 46573 members 
Mstep: Class 15 contains 97750 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 105132 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 40025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938540.000000 Penalty: 13305.507812
Iteration 478Q: 22 clusters Score -4.693854e+07 nChanged 2077
Entering ConstructFrom: 
Score: -46938540.000000 Penalty: 13305.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -151632.203125 Penalty: 372.319153
	Iteration 0F: 2 clusters Score -151632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -149199.265625 Penalty: 744.638306
	Iteration 0F: 3 clusters Score -149199.3 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -150234.000000 Penalty: 744.638306
	Iteration 1F: 3 clusters Score -150234 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -150524.453125 Penalty: 744.638306
	Iteration 2F: 3 clusters Score -150524.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -150816.187500 Penalty: 744.638306
	Iteration 3F: 3 clusters Score -150816.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -151015.578125 Penalty: 744.638306
	Iteration 4F: 3 clusters Score -151015.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -151100.484375 Penalty: 744.638306
	Iteration 5Q: 3 clusters Score -151100.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -151157.171875 Penalty: 744.638306
	Iteration 6Q: 3 clusters Score -151157.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -151199.468750 Penalty: 744.638306
	Iteration 7Q: 3 clusters Score -151199.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -151229.546875 Penalty: 744.638306
	Iteration 8Q: 3 clusters Score -151229.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -151268.140625 Penalty: 744.638306
	Iteration 9Q: 3 clusters Score -151268.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -151300.156250 Penalty: 744.638306
	Iteration 10Q: 3 clusters Score -151300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -151334.984375 Penalty: 744.638306
	Iteration 11Q: 3 clusters Score -151335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -151376.218750 Penalty: 744.638306
	Iteration 12Q: 3 clusters Score -151376.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -151416.109375 Penalty: 744.638306
	Iteration 13Q: 3 clusters Score -151416.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -151441.828125 Penalty: 744.638306
	Iteration 14Q: 3 clusters Score -151441.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -151457.656250 Penalty: 744.638306
	Iteration 15Q: 3 clusters Score -151457.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151469.265625 Penalty: 744.638306
	Iteration 16Q: 3 clusters Score -151469.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -151476.906250 Penalty: 744.638306
	Iteration 17Q: 3 clusters Score -151476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151483.437500 Penalty: 744.638306
	Iteration 18Q: 3 clusters Score -151483.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151487.937500 Penalty: 744.638306
	Iteration 19Q: 3 clusters Score -151487.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151490.406250 Penalty: 744.638306
	Iteration 20F: 3 clusters Score -151490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151491.593750 Penalty: 744.638306
	Iteration 21Q: 3 clusters Score -151491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151492.562500 Penalty: 744.638306
	Iteration 22Q: 3 clusters Score -151492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151493.375000 Penalty: 744.638306
	Iteration 23Q: 3 clusters Score -151493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151494.328125 Penalty: 744.638306
	Iteration 24Q: 3 clusters Score -151494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151494.296875 Penalty: 744.638306
	Iteration 25Q: 3 clusters Score -151494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151494.500000 Penalty: 744.638306
	Iteration 26Q: 3 clusters Score -151494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151494.625000 Penalty: 744.638306
	Iteration 27Q: 3 clusters Score -151494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -151494.828125 Penalty: 744.638306
	Iteration 28Q: 3 clusters Score -151494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151494.859375 Penalty: 744.638306
	Iteration 29Q: 3 clusters Score -151494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151494.875000 Penalty: 744.638306
	Iteration 30Q: 3 clusters Score -151494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151494.875000 Penalty: 744.638306
	Iteration 31F: 3 clusters Score -151494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -8182.934082 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -8182.934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7859.922363 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -7859.922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7968.854980 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -7968.855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8004.837402 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -8004.837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8052.831543 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -8052.832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8206.335938 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -8206.336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8231.177734 Penalty: 509.456421
	Iteration 5F: 3 clusters Score -8231.178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8245.907227 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -8245.907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8260.541016 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -8260.541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8267.703125 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -8267.703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8274.291016 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -8274.291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8278.377930 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -8278.378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8280.768555 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -8280.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8280.768555 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -8280.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 63891 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 231985 members 
Mstep: Class 7 contains 20803 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 80078 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 321917 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 97606 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 104725 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 40022 members 
Mstep: Class 22 contains 65 members 
Entering Unmasked Estep 
Score: -46938068.000000 Penalty: 13939.103516
Splitting cluster 2 changes total score from -46938540.000000 to -46938068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (63891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Entering Unmasked Estep 
Score: -2832243.500000 Penalty: 503.454498
	Iteration 0F: 2 clusters Score -2832244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -2788954.250000 Penalty: 1006.908997
	Iteration 0F: 3 clusters Score -2788954 nChanged 31152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -2807559.250000 Penalty: 1006.908997
	Iteration 1F: 3 clusters Score -2807559 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -2808141.250000 Penalty: 1006.908997
	Iteration 2Q: 3 clusters Score -2808141 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -2808983.750000 Penalty: 1006.908997
	Iteration 3Q: 3 clusters Score -2808984 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -2810304.500000 Penalty: 1006.908997
	Iteration 4Q: 3 clusters Score -2810304 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2812640.500000 Penalty: 1006.908997
	Iteration 5F: 3 clusters Score -2812640 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2816121.750000 Penalty: 1006.908997
	Iteration 6F: 3 clusters Score -2816122 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -2818948.250000 Penalty: 1006.908997
	Iteration 7F: 3 clusters Score -2818948 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2819991.000000 Penalty: 1006.908997
	Iteration 8Q: 3 clusters Score -2819991 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2820322.250000 Penalty: 1006.908997
	Iteration 9Q: 3 clusters Score -2820322 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2820422.250000 Penalty: 1006.908997
	Iteration 10Q: 3 clusters Score -2820422 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2820498.500000 Penalty: 1006.908997
	Iteration 11Q: 3 clusters Score -2820498 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2820596.000000 Penalty: 1006.908997
	Iteration 12Q: 3 clusters Score -2820596 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2820703.250000 Penalty: 1006.908997
	Iteration 13Q: 3 clusters Score -2820703 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2820825.750000 Penalty: 1006.908997
	Iteration 14Q: 3 clusters Score -2820826 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2820965.000000 Penalty: 1006.908997
	Iteration 15Q: 3 clusters Score -2820965 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2821138.500000 Penalty: 1006.908997
	Iteration 16Q: 3 clusters Score -2821138 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2821363.500000 Penalty: 1006.908997
	Iteration 17Q: 3 clusters Score -2821364 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2821553.750000 Penalty: 1006.908997
	Iteration 18Q: 3 clusters Score -2821554 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2821781.000000 Penalty: 1006.908997
	Iteration 19Q: 3 clusters Score -2821781 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2822006.500000 Penalty: 1006.908997
	Iteration 20F: 3 clusters Score -2822006 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2822264.000000 Penalty: 1006.908997
	Iteration 21Q: 3 clusters Score -2822264 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2822534.250000 Penalty: 1006.908997
	Iteration 22Q: 3 clusters Score -2822534 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2822864.750000 Penalty: 1006.908997
	Iteration 23Q: 3 clusters Score -2822865 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2823268.250000 Penalty: 1006.908997
	Iteration 24Q: 3 clusters Score -2823268 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2823723.000000 Penalty: 1006.908997
	Iteration 25Q: 3 clusters Score -2823723 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2824223.250000 Penalty: 1006.908997
	Iteration 26Q: 3 clusters Score -2824223 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2824783.750000 Penalty: 1006.908997
	Iteration 27Q: 3 clusters Score -2824784 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2825444.750000 Penalty: 1006.908997
	Iteration 28Q: 3 clusters Score -2825445 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2826230.500000 Penalty: 1006.908997
	Iteration 29Q: 3 clusters Score -2826230 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2827010.250000 Penalty: 1006.908997
	Iteration 30Q: 3 clusters Score -2827010 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2827789.000000 Penalty: 1006.908997
	Iteration 31Q: 3 clusters Score -2827789 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2828573.500000 Penalty: 1006.908997
	Iteration 32Q: 3 clusters Score -2828574 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2829325.500000 Penalty: 1006.908997
	Iteration 33Q: 3 clusters Score -2829326 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2830015.250000 Penalty: 1006.908997
	Iteration 34Q: 3 clusters Score -2830015 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2830579.000000 Penalty: 1006.908997
	Iteration 35Q: 3 clusters Score -2830579 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2831037.500000 Penalty: 1006.908997
	Iteration 36Q: 3 clusters Score -2831038 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2831383.750000 Penalty: 1006.908997
	Iteration 37Q: 3 clusters Score -2831384 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2831582.500000 Penalty: 1006.908997
	Iteration 38Q: 3 clusters Score -2831582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2831709.000000 Penalty: 1006.908997
	Iteration 39Q: 3 clusters Score -2831709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2831758.000000 Penalty: 1006.908997
	Iteration 40F: 3 clusters Score -2831758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2831786.500000 Penalty: 1006.908997
	Iteration 41Q: 3 clusters Score -2831786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2831796.750000 Penalty: 1006.908997
	Iteration 42Q: 3 clusters Score -2831797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2831808.750000 Penalty: 1006.908997
	Iteration 43Q: 3 clusters Score -2831809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2831812.250000 Penalty: 1006.908997
	Iteration 44Q: 3 clusters Score -2831812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2831815.750000 Penalty: 1006.908997
	Iteration 45Q: 3 clusters Score -2831816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2831818.500000 Penalty: 1006.908997
	Iteration 46Q: 3 clusters Score -2831818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2831819.750000 Penalty: 1006.908997
	Iteration 47Q: 3 clusters Score -2831820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2831819.750000 Penalty: 1006.908997
	Iteration 48F: 3 clusters Score -2831820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -515128.531250 Penalty: 422.887085
	Iteration 0F: 2 clusters Score -515128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -507941.968750 Penalty: 845.774170
	Iteration 0F: 3 clusters Score -507942 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -510693.250000 Penalty: 845.774170
	Iteration 1F: 3 clusters Score -510693.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -511024.250000 Penalty: 845.774170
	Iteration 2F: 3 clusters Score -511024.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -511534.625000 Penalty: 845.774170
	Iteration 3F: 3 clusters Score -511534.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -512312.500000 Penalty: 845.774170
	Iteration 4F: 3 clusters Score -512312.5 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -513315.156250 Penalty: 845.774170
	Iteration 5F: 3 clusters Score -513315.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -514140.156250 Penalty: 845.774170
	Iteration 6F: 3 clusters Score -514140.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -514538.187500 Penalty: 845.774170
	Iteration 7Q: 3 clusters Score -514538.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -514664.562500 Penalty: 845.774170
	Iteration 8Q: 3 clusters Score -514664.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -514720.031250 Penalty: 845.774170
	Iteration 9Q: 3 clusters Score -514720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -514751.531250 Penalty: 845.774170
	Iteration 10Q: 3 clusters Score -514751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -514762.281250 Penalty: 845.774170
	Iteration 11Q: 3 clusters Score -514762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -514764.156250 Penalty: 845.774170
	Iteration 12Q: 3 clusters Score -514764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -514768.156250 Penalty: 845.774170
	Iteration 13Q: 3 clusters Score -514768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -514769.750000 Penalty: 845.774170
	Iteration 14Q: 3 clusters Score -514769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -514772.093750 Penalty: 845.774170
	Iteration 15Q: 3 clusters Score -514772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -514773.562500 Penalty: 845.774170
	Iteration 16Q: 3 clusters Score -514773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -514773.562500 Penalty: 845.774170
	Iteration 17F: 3 clusters Score -514773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Entering Unmasked Estep 
Score: -885615.750000 Penalty: 451.712219
	Iteration 0F: 2 clusters Score -885615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -872011.062500 Penalty: 903.424438
	Iteration 0F: 3 clusters Score -872011.1 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -877544.875000 Penalty: 903.424438
	Iteration 1F: 3 clusters Score -877544.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -877976.937500 Penalty: 903.424438
	Iteration 2Q: 3 clusters Score -877976.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -878600.250000 Penalty: 903.424438
	Iteration 3F: 3 clusters Score -878600.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -879409.375000 Penalty: 903.424438
	Iteration 4F: 3 clusters Score -879409.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -880425.250000 Penalty: 903.424438
	Iteration 5F: 3 clusters Score -880425.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -881585.125000 Penalty: 903.424438
	Iteration 6F: 3 clusters Score -881585.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -882505.812500 Penalty: 903.424438
	Iteration 7F: 3 clusters Score -882505.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -883027.125000 Penalty: 903.424438
	Iteration 8Q: 3 clusters Score -883027.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -883330.562500 Penalty: 903.424438
	Iteration 9Q: 3 clusters Score -883330.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -883508.687500 Penalty: 903.424438
	Iteration 10Q: 3 clusters Score -883508.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -883688.687500 Penalty: 903.424438
	Iteration 11Q: 3 clusters Score -883688.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -883847.875000 Penalty: 903.424438
	Iteration 12Q: 3 clusters Score -883847.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -884008.000000 Penalty: 903.424438
	Iteration 13Q: 3 clusters Score -884008 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -884159.625000 Penalty: 903.424438
	Iteration 14Q: 3 clusters Score -884159.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -884300.125000 Penalty: 903.424438
	Iteration 15Q: 3 clusters Score -884300.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -884425.187500 Penalty: 903.424438
	Iteration 16Q: 3 clusters Score -884425.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -884513.125000 Penalty: 903.424438
	Iteration 17Q: 3 clusters Score -884513.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -884601.937500 Penalty: 903.424438
	Iteration 18Q: 3 clusters Score -884601.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -884685.312500 Penalty: 903.424438
	Iteration 19Q: 3 clusters Score -884685.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -884753.812500 Penalty: 903.424438
	Iteration 20F: 3 clusters Score -884753.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -884809.437500 Penalty: 903.424438
	Iteration 21Q: 3 clusters Score -884809.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -884861.812500 Penalty: 903.424438
	Iteration 22Q: 3 clusters Score -884861.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -884907.187500 Penalty: 903.424438
	Iteration 23Q: 3 clusters Score -884907.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -884938.562500 Penalty: 903.424438
	Iteration 24Q: 3 clusters Score -884938.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -884967.000000 Penalty: 903.424438
	Iteration 25Q: 3 clusters Score -884967 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -884990.437500 Penalty: 903.424438
	Iteration 26Q: 3 clusters Score -884990.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -885010.125000 Penalty: 903.424438
	Iteration 27Q: 3 clusters Score -885010.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -885031.937500 Penalty: 903.424438
	Iteration 28Q: 3 clusters Score -885031.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -885046.562500 Penalty: 903.424438
	Iteration 29Q: 3 clusters Score -885046.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -885065.000000 Penalty: 903.424438
	Iteration 30Q: 3 clusters Score -885065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -885079.562500 Penalty: 903.424438
	Iteration 31Q: 3 clusters Score -885079.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -885092.750000 Penalty: 903.424438
	Iteration 32Q: 3 clusters Score -885092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -885105.812500 Penalty: 903.424438
	Iteration 33Q: 3 clusters Score -885105.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -885117.875000 Penalty: 903.424438
	Iteration 34Q: 3 clusters Score -885117.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -885127.375000 Penalty: 903.424438
	Iteration 35Q: 3 clusters Score -885127.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -885138.312500 Penalty: 903.424438
	Iteration 36Q: 3 clusters Score -885138.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -885147.125000 Penalty: 903.424438
	Iteration 37Q: 3 clusters Score -885147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -885158.312500 Penalty: 903.424438
	Iteration 38Q: 3 clusters Score -885158.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -885171.062500 Penalty: 903.424438
	Iteration 39Q: 3 clusters Score -885171.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -885181.187500 Penalty: 903.424438
	Iteration 40F: 3 clusters Score -885181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -885196.437500 Penalty: 903.424438
	Iteration 41Q: 3 clusters Score -885196.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -885208.875000 Penalty: 903.424438
	Iteration 42Q: 3 clusters Score -885208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -885214.250000 Penalty: 903.424438
	Iteration 43Q: 3 clusters Score -885214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -885218.187500 Penalty: 903.424438
	Iteration 44Q: 3 clusters Score -885218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -885222.000000 Penalty: 903.424438
	Iteration 45Q: 3 clusters Score -885222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -885226.187500 Penalty: 903.424438
	Iteration 46Q: 3 clusters Score -885226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -885233.125000 Penalty: 903.424438
	Iteration 47Q: 3 clusters Score -885233.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -885239.687500 Penalty: 903.424438
	Iteration 48Q: 3 clusters Score -885239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -885243.000000 Penalty: 903.424438
	Iteration 49Q: 3 clusters Score -885243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -885248.875000 Penalty: 903.424438
	Iteration 50Q: 3 clusters Score -885248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -885250.125000 Penalty: 903.424438
	Iteration 51Q: 3 clusters Score -885250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -885251.312500 Penalty: 903.424438
	Iteration 52Q: 3 clusters Score -885251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -885252.625000 Penalty: 903.424438
	Iteration 53Q: 3 clusters Score -885252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -885254.062500 Penalty: 903.424438
	Iteration 54Q: 3 clusters Score -885254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -885254.687500 Penalty: 903.424438
	Iteration 55Q: 3 clusters Score -885254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -885255.312500 Penalty: 903.424438
	Iteration 56Q: 3 clusters Score -885255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -885255.312500 Penalty: 903.424438
	Iteration 57F: 3 clusters Score -885255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (231985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231985 members 
Entering Unmasked Estep 
Score: -10357092.000000 Penalty: 562.126465
	Iteration 0F: 2 clusters Score -1.035709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -10199573.000000 Penalty: 1124.252930
	Iteration 0F: 3 clusters Score -1.019957e+07 nChanged 114101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -10269437.000000 Penalty: 1124.252930
	Iteration 1F: 3 clusters Score -1.026944e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -10273649.000000 Penalty: 1124.252930
	Iteration 2Q: 3 clusters Score -1.027365e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -10282532.000000 Penalty: 1124.252930
	Iteration 3F: 3 clusters Score -1.028253e+07 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177602 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -10298733.000000 Penalty: 1124.252930
	Iteration 4F: 3 clusters Score -1.029873e+07 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200619 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -10322180.000000 Penalty: 1124.252930
	Iteration 5F: 3 clusters Score -1.032218e+07 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219564 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -10343554.000000 Penalty: 1124.252930
	Iteration 6F: 3 clusters Score -1.034355e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228868 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10353471.000000 Penalty: 1124.252930
	Iteration 7Q: 3 clusters Score -1.035347e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231365 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10355963.000000 Penalty: 1124.252930
	Iteration 8Q: 3 clusters Score -1.035596e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231827 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10356412.000000 Penalty: 1124.252930
	Iteration 9Q: 3 clusters Score -1.035641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231909 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10356521.000000 Penalty: 1124.252930
	Iteration 10Q: 3 clusters Score -1.035652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231930 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10356558.000000 Penalty: 1124.252930
	Iteration 11Q: 3 clusters Score -1.035656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231938 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10356574.000000 Penalty: 1124.252930
	Iteration 12Q: 3 clusters Score -1.035657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231937 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10356588.000000 Penalty: 1124.252930
	Iteration 13Q: 3 clusters Score -1.035659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231939 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10356590.000000 Penalty: 1124.252930
	Iteration 14Q: 3 clusters Score -1.035659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231939 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10356590.000000 Penalty: 1124.252930
	Iteration 15F: 3 clusters Score -1.035659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Entering Unmasked Estep 
Score: -910126.812500 Penalty: 452.399780
	Iteration 0F: 2 clusters Score -910126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -896227.125000 Penalty: 904.799561
	Iteration 0F: 3 clusters Score -896227.1 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -901910.000000 Penalty: 904.799561
	Iteration 1F: 3 clusters Score -901910 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -902125.312500 Penalty: 904.799561
	Iteration 2Q: 3 clusters Score -902125.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -902445.000000 Penalty: 904.799561
	Iteration 3Q: 3 clusters Score -902445 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -902947.562500 Penalty: 904.799561
	Iteration 4F: 3 clusters Score -902947.6 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -903808.000000 Penalty: 904.799561
	Iteration 5F: 3 clusters Score -903808 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -905117.562500 Penalty: 904.799561
	Iteration 6F: 3 clusters Score -905117.6 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -906848.875000 Penalty: 904.799561
	Iteration 7F: 3 clusters Score -906848.9 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -908356.562500 Penalty: 904.799561
	Iteration 8F: 3 clusters Score -908356.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -909112.062500 Penalty: 904.799561
	Iteration 9Q: 3 clusters Score -909112.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -909456.250000 Penalty: 904.799561
	Iteration 10Q: 3 clusters Score -909456.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -909589.687500 Penalty: 904.799561
	Iteration 11Q: 3 clusters Score -909589.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -909655.125000 Penalty: 904.799561
	Iteration 12Q: 3 clusters Score -909655.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -909684.500000 Penalty: 904.799561
	Iteration 13Q: 3 clusters Score -909684.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -909697.250000 Penalty: 904.799561
	Iteration 14Q: 3 clusters Score -909697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -909705.562500 Penalty: 904.799561
	Iteration 15Q: 3 clusters Score -909705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -909715.375000 Penalty: 904.799561
	Iteration 16Q: 3 clusters Score -909715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -909721.687500 Penalty: 904.799561
	Iteration 17Q: 3 clusters Score -909721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -909726.875000 Penalty: 904.799561
	Iteration 18Q: 3 clusters Score -909726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -909729.062500 Penalty: 904.799561
	Iteration 19Q: 3 clusters Score -909729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -909729.562500 Penalty: 904.799561
	Iteration 20F: 3 clusters Score -909729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -909730.625000 Penalty: 904.799561
	Iteration 21Q: 3 clusters Score -909730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -909732.687500 Penalty: 904.799561
	Iteration 22Q: 3 clusters Score -909732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -909732.687500 Penalty: 904.799561
	Iteration 23F: 3 clusters Score -909732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -41802.800781 Penalty: 320.224731
	Iteration 0F: 2 clusters Score -41802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -40963.257812 Penalty: 640.449463
	Iteration 0F: 3 clusters Score -40963.26 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -41301.796875 Penalty: 640.449463
	Iteration 1F: 3 clusters Score -41301.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -41394.593750 Penalty: 640.449463
	Iteration 2F: 3 clusters Score -41394.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -41472.449219 Penalty: 640.449463
	Iteration 3F: 3 clusters Score -41472.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -41527.757812 Penalty: 640.449463
	Iteration 4Q: 3 clusters Score -41527.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -41573.949219 Penalty: 640.449463
	Iteration 5Q: 3 clusters Score -41573.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -41625.308594 Penalty: 640.449463
	Iteration 6Q: 3 clusters Score -41625.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -41661.054688 Penalty: 640.449463
	Iteration 7Q: 3 clusters Score -41661.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -41686.718750 Penalty: 640.449463
	Iteration 8Q: 3 clusters Score -41686.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -41692.429688 Penalty: 640.449463
	Iteration 9Q: 3 clusters Score -41692.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -41699.546875 Penalty: 640.449463
	Iteration 10Q: 3 clusters Score -41699.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -41699.789062 Penalty: 640.449463
	Iteration 11Q: 3 clusters Score -41699.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -41699.789062 Penalty: 640.449463
	Iteration 12F: 3 clusters Score -41699.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Entering Unmasked Estep 
Score: -3558720.750000 Penalty: 513.729431
	Iteration 0F: 2 clusters Score -3558721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -3504798.750000 Penalty: 1027.458862
	Iteration 0F: 3 clusters Score -3504799 nChanged 38976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -3528780.000000 Penalty: 1027.458862
	Iteration 1F: 3 clusters Score -3528780 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -3530178.750000 Penalty: 1027.458862
	Iteration 2Q: 3 clusters Score -3530179 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -3532376.250000 Penalty: 1027.458862
	Iteration 3F: 3 clusters Score -3532376 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -3535820.750000 Penalty: 1027.458862
	Iteration 4F: 3 clusters Score -3535821 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -3540684.250000 Penalty: 1027.458862
	Iteration 5F: 3 clusters Score -3540684 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -3545802.500000 Penalty: 1027.458862
	Iteration 6F: 3 clusters Score -3545802 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -3549268.750000 Penalty: 1027.458862
	Iteration 7Q: 3 clusters Score -3549269 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -3551353.500000 Penalty: 1027.458862
	Iteration 8Q: 3 clusters Score -3551354 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -3552806.750000 Penalty: 1027.458862
	Iteration 9Q: 3 clusters Score -3552807 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -3554013.000000 Penalty: 1027.458862
	Iteration 10Q: 3 clusters Score -3554013 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -3555079.750000 Penalty: 1027.458862
	Iteration 11Q: 3 clusters Score -3555080 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -3555911.500000 Penalty: 1027.458862
	Iteration 12Q: 3 clusters Score -3555912 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -3556593.500000 Penalty: 1027.458862
	Iteration 13Q: 3 clusters Score -3556594 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -3557057.250000 Penalty: 1027.458862
	Iteration 14Q: 3 clusters Score -3557057 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -3557416.000000 Penalty: 1027.458862
	Iteration 15Q: 3 clusters Score -3557416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -3557670.750000 Penalty: 1027.458862
	Iteration 16Q: 3 clusters Score -3557671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -3557850.250000 Penalty: 1027.458862
	Iteration 17Q: 3 clusters Score -3557850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -3557956.250000 Penalty: 1027.458862
	Iteration 18Q: 3 clusters Score -3557956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -3558046.750000 Penalty: 1027.458862
	Iteration 19Q: 3 clusters Score -3558047 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -3558099.500000 Penalty: 1027.458862
	Iteration 20F: 3 clusters Score -3558100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -3558140.000000 Penalty: 1027.458862
	Iteration 21Q: 3 clusters Score -3558140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -3558173.000000 Penalty: 1027.458862
	Iteration 22Q: 3 clusters Score -3558173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -3558188.250000 Penalty: 1027.458862
	Iteration 23Q: 3 clusters Score -3558188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -3558206.250000 Penalty: 1027.458862
	Iteration 24Q: 3 clusters Score -3558206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -3558219.750000 Penalty: 1027.458862
	Iteration 25Q: 3 clusters Score -3558220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -3558235.000000 Penalty: 1027.458862
	Iteration 26Q: 3 clusters Score -3558235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -3558240.500000 Penalty: 1027.458862
	Iteration 27Q: 3 clusters Score -3558240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -3558258.000000 Penalty: 1027.458862
	Iteration 28Q: 3 clusters Score -3558258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -3558269.000000 Penalty: 1027.458862
	Iteration 29Q: 3 clusters Score -3558269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -3558274.250000 Penalty: 1027.458862
	Iteration 30Q: 3 clusters Score -3558274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -3558278.750000 Penalty: 1027.458862
	Iteration 31Q: 3 clusters Score -3558279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -3558282.500000 Penalty: 1027.458862
	Iteration 32Q: 3 clusters Score -3558282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -3558283.750000 Penalty: 1027.458862
	Iteration 33Q: 3 clusters Score -3558284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -3558285.750000 Penalty: 1027.458862
	Iteration 34Q: 3 clusters Score -3558286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -3558284.250000 Penalty: 1027.458862
	Iteration 35Q: 3 clusters Score -3558284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -3558284.250000 Penalty: 1027.458862
	Iteration 36F: 3 clusters Score -3558284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -383287.375000 Penalty: 413.604279
	Iteration 0F: 2 clusters Score -383287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -377399.187500 Penalty: 827.208557
	Iteration 0F: 3 clusters Score -377399.2 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -379641.343750 Penalty: 827.208557
	Iteration 1F: 3 clusters Score -379641.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -379783.000000 Penalty: 827.208557
	Iteration 2Q: 3 clusters Score -379783 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -379954.812500 Penalty: 827.208557
	Iteration 3Q: 3 clusters Score -379954.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -380185.406250 Penalty: 827.208557
	Iteration 4Q: 3 clusters Score -380185.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -380511.968750 Penalty: 827.208557
	Iteration 5F: 3 clusters Score -380512 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -380928.937500 Penalty: 827.208557
	Iteration 6F: 3 clusters Score -380928.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -381352.062500 Penalty: 827.208557
	Iteration 7F: 3 clusters Score -381352.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -381670.937500 Penalty: 827.208557
	Iteration 8Q: 3 clusters Score -381670.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -381904.875000 Penalty: 827.208557
	Iteration 9Q: 3 clusters Score -381904.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -382078.187500 Penalty: 827.208557
	Iteration 10Q: 3 clusters Score -382078.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -382175.093750 Penalty: 827.208557
	Iteration 11Q: 3 clusters Score -382175.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -382255.687500 Penalty: 827.208557
	Iteration 12Q: 3 clusters Score -382255.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382331.000000 Penalty: 827.208557
	Iteration 13Q: 3 clusters Score -382331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -382395.781250 Penalty: 827.208557
	Iteration 14Q: 3 clusters Score -382395.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -382457.218750 Penalty: 827.208557
	Iteration 15Q: 3 clusters Score -382457.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -382511.000000 Penalty: 827.208557
	Iteration 16Q: 3 clusters Score -382511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -382563.000000 Penalty: 827.208557
	Iteration 17Q: 3 clusters Score -382563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -382611.281250 Penalty: 827.208557
	Iteration 18Q: 3 clusters Score -382611.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -382650.062500 Penalty: 827.208557
	Iteration 19Q: 3 clusters Score -382650.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -382690.625000 Penalty: 827.208557
	Iteration 20F: 3 clusters Score -382690.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -382724.375000 Penalty: 827.208557
	Iteration 21Q: 3 clusters Score -382724.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -382751.156250 Penalty: 827.208557
	Iteration 22Q: 3 clusters Score -382751.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -382777.656250 Penalty: 827.208557
	Iteration 23Q: 3 clusters Score -382777.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -382793.500000 Penalty: 827.208557
	Iteration 24Q: 3 clusters Score -382793.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -382807.281250 Penalty: 827.208557
	Iteration 25Q: 3 clusters Score -382807.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -382819.437500 Penalty: 827.208557
	Iteration 26Q: 3 clusters Score -382819.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -382831.593750 Penalty: 827.208557
	Iteration 27Q: 3 clusters Score -382831.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -382841.656250 Penalty: 827.208557
	Iteration 28Q: 3 clusters Score -382841.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -382850.281250 Penalty: 827.208557
	Iteration 29Q: 3 clusters Score -382850.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -382860.156250 Penalty: 827.208557
	Iteration 30Q: 3 clusters Score -382860.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -382873.906250 Penalty: 827.208557
	Iteration 31Q: 3 clusters Score -382873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -382887.250000 Penalty: 827.208557
	Iteration 32Q: 3 clusters Score -382887.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -382894.281250 Penalty: 827.208557
	Iteration 33Q: 3 clusters Score -382894.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -382902.281250 Penalty: 827.208557
	Iteration 34Q: 3 clusters Score -382902.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -382908.906250 Penalty: 827.208557
	Iteration 35Q: 3 clusters Score -382908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -382913.312500 Penalty: 827.208557
	Iteration 36Q: 3 clusters Score -382913.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -382916.875000 Penalty: 827.208557
	Iteration 37Q: 3 clusters Score -382916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -382918.343750 Penalty: 827.208557
	Iteration 38Q: 3 clusters Score -382918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -382920.093750 Penalty: 827.208557
	Iteration 39Q: 3 clusters Score -382920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -382922.281250 Penalty: 827.208557
	Iteration 40F: 3 clusters Score -382922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -382924.000000 Penalty: 827.208557
	Iteration 41Q: 3 clusters Score -382924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -382924.343750 Penalty: 827.208557
	Iteration 42Q: 3 clusters Score -382924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -382925.125000 Penalty: 827.208557
	Iteration 43Q: 3 clusters Score -382925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -382925.406250 Penalty: 827.208557
	Iteration 44Q: 3 clusters Score -382925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -382926.437500 Penalty: 827.208557
	Iteration 45Q: 3 clusters Score -382926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -382925.968750 Penalty: 827.208557
	Iteration 46Q: 3 clusters Score -382926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -382926.062500 Penalty: 827.208557
	Iteration 47Q: 3 clusters Score -382926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -382926.750000 Penalty: 827.208557
	Iteration 48Q: 3 clusters Score -382926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -382926.343750 Penalty: 827.208557
	Iteration 49Q: 3 clusters Score -382926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -382926.656250 Penalty: 827.208557
	Iteration 50Q: 3 clusters Score -382926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -382926.781250 Penalty: 827.208557
	Iteration 51Q: 3 clusters Score -382926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -382926.937500 Penalty: 827.208557
	Iteration 52Q: 3 clusters Score -382926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -382927.218750 Penalty: 827.208557
	Iteration 53Q: 3 clusters Score -382927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -382927.218750 Penalty: 827.208557
	Iteration 54F: 3 clusters Score -382927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Entering Unmasked Estep 
Score: -886869.875000 Penalty: 452.253021
	Iteration 0F: 2 clusters Score -886869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -873014.562500 Penalty: 904.506042
	Iteration 0F: 3 clusters Score -873014.6 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -878532.437500 Penalty: 904.506042
	Iteration 1F: 3 clusters Score -878532.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -878819.187500 Penalty: 904.506042
	Iteration 2Q: 3 clusters Score -878819.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -879233.937500 Penalty: 904.506042
	Iteration 3Q: 3 clusters Score -879233.9 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -879813.937500 Penalty: 904.506042
	Iteration 4F: 3 clusters Score -879813.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -880697.125000 Penalty: 904.506042
	Iteration 5F: 3 clusters Score -880697.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -881984.062500 Penalty: 904.506042
	Iteration 6F: 3 clusters Score -881984.1 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -883499.812500 Penalty: 904.506042
	Iteration 7F: 3 clusters Score -883499.8 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -884579.687500 Penalty: 904.506042
	Iteration 8Q: 3 clusters Score -884579.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -885162.812500 Penalty: 904.506042
	Iteration 9Q: 3 clusters Score -885162.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -885449.375000 Penalty: 904.506042
	Iteration 10Q: 3 clusters Score -885449.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -885658.500000 Penalty: 904.506042
	Iteration 11Q: 3 clusters Score -885658.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -885807.062500 Penalty: 904.506042
	Iteration 12Q: 3 clusters Score -885807.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -885914.562500 Penalty: 904.506042
	Iteration 13Q: 3 clusters Score -885914.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -885997.687500 Penalty: 904.506042
	Iteration 14Q: 3 clusters Score -885997.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -886068.687500 Penalty: 904.506042
	Iteration 15Q: 3 clusters Score -886068.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -886131.375000 Penalty: 904.506042
	Iteration 16Q: 3 clusters Score -886131.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -886182.500000 Penalty: 904.506042
	Iteration 17Q: 3 clusters Score -886182.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -886220.562500 Penalty: 904.506042
	Iteration 18Q: 3 clusters Score -886220.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -886253.937500 Penalty: 904.506042
	Iteration 19Q: 3 clusters Score -886253.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -886293.437500 Penalty: 904.506042
	Iteration 20F: 3 clusters Score -886293.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -886328.500000 Penalty: 904.506042
	Iteration 21Q: 3 clusters Score -886328.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -886356.500000 Penalty: 904.506042
	Iteration 22Q: 3 clusters Score -886356.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -886376.750000 Penalty: 904.506042
	Iteration 23Q: 3 clusters Score -886376.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -886390.562500 Penalty: 904.506042
	Iteration 24Q: 3 clusters Score -886390.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -886402.000000 Penalty: 904.506042
	Iteration 25Q: 3 clusters Score -886402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -886420.687500 Penalty: 904.506042
	Iteration 26Q: 3 clusters Score -886420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -886437.250000 Penalty: 904.506042
	Iteration 27Q: 3 clusters Score -886437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -886444.125000 Penalty: 904.506042
	Iteration 28Q: 3 clusters Score -886444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -886448.312500 Penalty: 904.506042
	Iteration 29Q: 3 clusters Score -886448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -886454.250000 Penalty: 904.506042
	Iteration 30Q: 3 clusters Score -886454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -886461.250000 Penalty: 904.506042
	Iteration 31Q: 3 clusters Score -886461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -886469.375000 Penalty: 904.506042
	Iteration 32Q: 3 clusters Score -886469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -886479.312500 Penalty: 904.506042
	Iteration 33Q: 3 clusters Score -886479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -886484.437500 Penalty: 904.506042
	Iteration 34Q: 3 clusters Score -886484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -886489.500000 Penalty: 904.506042
	Iteration 35Q: 3 clusters Score -886489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -886496.187500 Penalty: 904.506042
	Iteration 36Q: 3 clusters Score -886496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -886499.312500 Penalty: 904.506042
	Iteration 37Q: 3 clusters Score -886499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -886501.062500 Penalty: 904.506042
	Iteration 38Q: 3 clusters Score -886501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -886503.500000 Penalty: 904.506042
	Iteration 39Q: 3 clusters Score -886503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -886508.687500 Penalty: 904.506042
	Iteration 40F: 3 clusters Score -886508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -886511.062500 Penalty: 904.506042
	Iteration 41Q: 3 clusters Score -886511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -886516.000000 Penalty: 904.506042
	Iteration 42Q: 3 clusters Score -886516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -886519.812500 Penalty: 904.506042
	Iteration 43Q: 3 clusters Score -886519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -886522.562500 Penalty: 904.506042
	Iteration 44Q: 3 clusters Score -886522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -886522.500000 Penalty: 904.506042
	Iteration 45Q: 3 clusters Score -886522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -886523.875000 Penalty: 904.506042
	Iteration 46Q: 3 clusters Score -886523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -886525.875000 Penalty: 904.506042
	Iteration 47Q: 3 clusters Score -886525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -886525.875000 Penalty: 904.506042
	Iteration 48F: 3 clusters Score -886525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (321917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321917 members 
Entering Unmasked Estep 
Score: -14297416.000000 Penalty: 577.033203
	Iteration 0F: 2 clusters Score -1.429742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -14090272.000000 Penalty: 1154.066406
	Iteration 0F: 3 clusters Score -1.409027e+07 nChanged 159206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -14186471.000000 Penalty: 1154.066406
	Iteration 1F: 3 clusters Score -1.418647e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -14188600.000000 Penalty: 1154.066406
	Iteration 2Q: 3 clusters Score -1.41886e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162619 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -14191429.000000 Penalty: 1154.066406
	Iteration 3Q: 3 clusters Score -1.419143e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
Score: -14194913.000000 Penalty: 1154.066406
	Iteration 4Q: 3 clusters Score -1.419491e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -14198845.000000 Penalty: 1154.066406
	Iteration 5Q: 3 clusters Score -1.419884e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 148776 members 
Entering Unmasked Estep 
Score: -14203273.000000 Penalty: 1154.066406
	Iteration 6Q: 3 clusters Score -1.420327e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176847 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -14207477.000000 Penalty: 1154.066406
	Iteration 7Q: 3 clusters Score -1.420748e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -14211742.000000 Penalty: 1154.066406
	Iteration 8Q: 3 clusters Score -1.421174e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -14217459.000000 Penalty: 1154.066406
	Iteration 9Q: 3 clusters Score -1.421746e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 134223 members 
Entering Unmasked Estep 
Score: -14226218.000000 Penalty: 1154.066406
	Iteration 10Q: 3 clusters Score -1.422622e+07 nChanged 16309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190603 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -14239221.000000 Penalty: 1154.066406
	Iteration 11F: 3 clusters Score -1.423922e+07 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192516 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -14253952.000000 Penalty: 1154.066406
	Iteration 12F: 3 clusters Score -1.425395e+07 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193769 members 
Mstep: Class 2 contains 128148 members 
Entering Unmasked Estep 
Score: -14263690.000000 Penalty: 1154.066406
	Iteration 13F: 3 clusters Score -1.426369e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194748 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -14268573.000000 Penalty: 1154.066406
	Iteration 14Q: 3 clusters Score -1.426857e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195637 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -14272485.000000 Penalty: 1154.066406
	Iteration 15Q: 3 clusters Score -1.427248e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196216 members 
Mstep: Class 2 contains 125701 members 
Entering Unmasked Estep 
Score: -14276598.000000 Penalty: 1154.066406
	Iteration 16Q: 3 clusters Score -1.42766e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196588 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -14280929.000000 Penalty: 1154.066406
	Iteration 17Q: 3 clusters Score -1.428093e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196707 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -14285664.000000 Penalty: 1154.066406
	Iteration 18Q: 3 clusters Score -1.428566e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -14290250.000000 Penalty: 1154.066406
	Iteration 19Q: 3 clusters Score -1.429025e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196501 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -14294074.000000 Penalty: 1154.066406
	Iteration 20F: 3 clusters Score -1.429407e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -14296982.000000 Penalty: 1154.066406
	Iteration 21Q: 3 clusters Score -1.429698e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196177 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -14299285.000000 Penalty: 1154.066406
	Iteration 22Q: 3 clusters Score -1.429928e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196126 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -14300930.000000 Penalty: 1154.066406
	Iteration 23Q: 3 clusters Score -1.430093e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196092 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -14301928.000000 Penalty: 1154.066406
	Iteration 24Q: 3 clusters Score -1.430193e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196074 members 
Mstep: Class 2 contains 125843 members 
Entering Unmasked Estep 
Score: -14302784.000000 Penalty: 1154.066406
	Iteration 25Q: 3 clusters Score -1.430278e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 125880 members 
Entering Unmasked Estep 
Score: -14303226.000000 Penalty: 1154.066406
	Iteration 26Q: 3 clusters Score -1.430323e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195993 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -14303553.000000 Penalty: 1154.066406
	Iteration 27Q: 3 clusters Score -1.430355e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195878 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -14303797.000000 Penalty: 1154.066406
	Iteration 28Q: 3 clusters Score -1.43038e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195784 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -14303996.000000 Penalty: 1154.066406
	Iteration 29Q: 3 clusters Score -1.4304e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195633 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -14304161.000000 Penalty: 1154.066406
	Iteration 30Q: 3 clusters Score -1.430416e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195442 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -14304217.000000 Penalty: 1154.066406
	Iteration 31Q: 3 clusters Score -1.430422e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195273 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -14304252.000000 Penalty: 1154.066406
	Iteration 32Q: 3 clusters Score -1.430425e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195086 members 
Mstep: Class 2 contains 126831 members 
Entering Unmasked Estep 
Score: -14304304.000000 Penalty: 1154.066406
	Iteration 33Q: 3 clusters Score -1.43043e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194872 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
Score: -14304328.000000 Penalty: 1154.066406
	Iteration 34Q: 3 clusters Score -1.430433e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194647 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -14304419.000000 Penalty: 1154.066406
	Iteration 35Q: 3 clusters Score -1.430442e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194370 members 
Mstep: Class 2 contains 127547 members 
Entering Unmasked Estep 
Score: -14304472.000000 Penalty: 1154.066406
	Iteration 36Q: 3 clusters Score -1.430447e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194059 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -14304473.000000 Penalty: 1154.066406
	Iteration 37Q: 3 clusters Score -1.430447e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193765 members 
Mstep: Class 2 contains 128152 members 
Entering Unmasked Estep 
Score: -14304473.000000 Penalty: 1154.066406
	Iteration 38Q: 3 clusters Score -1.430447e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193404 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -14304529.000000 Penalty: 1154.066406
	Iteration 39Q: 3 clusters Score -1.430453e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192998 members 
Mstep: Class 2 contains 128919 members 
Entering Unmasked Estep 
Score: -14304494.000000 Penalty: 1154.066406
	Iteration 40F: 3 clusters Score -1.430449e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192580 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -14304482.000000 Penalty: 1154.066406
	Iteration 41Q: 3 clusters Score -1.430448e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Mstep: Class 2 contains 129762 members 
Entering Unmasked Estep 
Score: -14304473.000000 Penalty: 1154.066406
	Iteration 42Q: 3 clusters Score -1.430447e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 130208 members 
Entering Unmasked Estep 
Score: -14304504.000000 Penalty: 1154.066406
	Iteration 43Q: 3 clusters Score -1.43045e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191249 members 
Mstep: Class 2 contains 130668 members 
Entering Unmasked Estep 
Score: -14304521.000000 Penalty: 1154.066406
	Iteration 44Q: 3 clusters Score -1.430452e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190745 members 
Mstep: Class 2 contains 131172 members 
Entering Unmasked Estep 
Score: -14304538.000000 Penalty: 1154.066406
	Iteration 45Q: 3 clusters Score -1.430454e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190226 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -14304507.000000 Penalty: 1154.066406
	Iteration 46Q: 3 clusters Score -1.430451e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189696 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -14304521.000000 Penalty: 1154.066406
	Iteration 47Q: 3 clusters Score -1.430452e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 132766 members 
Entering Unmasked Estep 
Score: -14304536.000000 Penalty: 1154.066406
	Iteration 48Q: 3 clusters Score -1.430454e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188618 members 
Mstep: Class 2 contains 133299 members 
Entering Unmasked Estep 
Score: -14304534.000000 Penalty: 1154.066406
	Iteration 49Q: 3 clusters Score -1.430453e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 133822 members 
Entering Unmasked Estep 
Score: -14304486.000000 Penalty: 1154.066406
	Iteration 50Q: 3 clusters Score -1.430449e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -14304472.000000 Penalty: 1154.066406
	Iteration 51Q: 3 clusters Score -1.430447e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187141 members 
Mstep: Class 2 contains 134776 members 
Entering Unmasked Estep 
Score: -14304458.000000 Penalty: 1154.066406
	Iteration 52Q: 3 clusters Score -1.430446e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186712 members 
Mstep: Class 2 contains 135205 members 
Entering Unmasked Estep 
Score: -14304443.000000 Penalty: 1154.066406
	Iteration 53Q: 3 clusters Score -1.430444e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186271 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -14304418.000000 Penalty: 1154.066406
	Iteration 54Q: 3 clusters Score -1.430442e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185805 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -14304398.000000 Penalty: 1154.066406
	Iteration 55Q: 3 clusters Score -1.43044e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185343 members 
Mstep: Class 2 contains 136574 members 
Entering Unmasked Estep 
Score: -14304393.000000 Penalty: 1154.066406
	Iteration 56Q: 3 clusters Score -1.430439e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184872 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -14304324.000000 Penalty: 1154.066406
	Iteration 57Q: 3 clusters Score -1.430432e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184410 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -14304311.000000 Penalty: 1154.066406
	Iteration 58Q: 3 clusters Score -1.430431e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 137971 members 
Entering Unmasked Estep 
Score: -14304305.000000 Penalty: 1154.066406
	Iteration 59Q: 3 clusters Score -1.43043e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 138440 members 
Entering Unmasked Estep 
Score: -14304287.000000 Penalty: 1154.066406
	Iteration 60F: 3 clusters Score -1.430429e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 138876 members 
Entering Unmasked Estep 
Score: -14304250.000000 Penalty: 1154.066406
	Iteration 61Q: 3 clusters Score -1.430425e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182634 members 
Mstep: Class 2 contains 139283 members 
Entering Unmasked Estep 
Score: -14304188.000000 Penalty: 1154.066406
	Iteration 62Q: 3 clusters Score -1.430419e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182221 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -14304155.000000 Penalty: 1154.066406
	Iteration 63Q: 3 clusters Score -1.430416e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181841 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -14304123.000000 Penalty: 1154.066406
	Iteration 64Q: 3 clusters Score -1.430412e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181462 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -14304151.000000 Penalty: 1154.066406
	Iteration 65Q: 3 clusters Score -1.430415e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -14304165.000000 Penalty: 1154.066406
	Iteration 66Q: 3 clusters Score -1.430416e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -14304173.000000 Penalty: 1154.066406
	Iteration 67Q: 3 clusters Score -1.430417e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -14304146.000000 Penalty: 1154.066406
	Iteration 68Q: 3 clusters Score -1.430415e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179816 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -14304102.000000 Penalty: 1154.066406
	Iteration 69Q: 3 clusters Score -1.43041e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179395 members 
Mstep: Class 2 contains 142522 members 
Entering Unmasked Estep 
Score: -14304125.000000 Penalty: 1154.066406
	Iteration 70Q: 3 clusters Score -1.430412e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -14304124.000000 Penalty: 1154.066406
	Iteration 71Q: 3 clusters Score -1.430412e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178622 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -14304100.000000 Penalty: 1154.066406
	Iteration 72Q: 3 clusters Score -1.43041e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -14304121.000000 Penalty: 1154.066406
	Iteration 73Q: 3 clusters Score -1.430412e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177830 members 
Mstep: Class 2 contains 144087 members 
Entering Unmasked Estep 
Score: -14304088.000000 Penalty: 1154.066406
	Iteration 74Q: 3 clusters Score -1.430409e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 144525 members 
Entering Unmasked Estep 
Score: -14304064.000000 Penalty: 1154.066406
	Iteration 75Q: 3 clusters Score -1.430406e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 144896 members 
Entering Unmasked Estep 
Score: -14304080.000000 Penalty: 1154.066406
	Iteration 76Q: 3 clusters Score -1.430408e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176635 members 
Mstep: Class 2 contains 145282 members 
Entering Unmasked Estep 
Score: -14304069.000000 Penalty: 1154.066406
	Iteration 77Q: 3 clusters Score -1.430407e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 145669 members 
Entering Unmasked Estep 
Score: -14304109.000000 Penalty: 1154.066406
	Iteration 78Q: 3 clusters Score -1.430411e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175855 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -14304072.000000 Penalty: 1154.066406
	Iteration 79Q: 3 clusters Score -1.430407e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -14304058.000000 Penalty: 1154.066406
	Iteration 80F: 3 clusters Score -1.430406e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175019 members 
Mstep: Class 2 contains 146898 members 
Entering Unmasked Estep 
Score: -14304072.000000 Penalty: 1154.066406
	Iteration 81Q: 3 clusters Score -1.430407e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -14304095.000000 Penalty: 1154.066406
	Iteration 82Q: 3 clusters Score -1.43041e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174173 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -14304089.000000 Penalty: 1154.066406
	Iteration 83Q: 3 clusters Score -1.430409e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -14304093.000000 Penalty: 1154.066406
	Iteration 84Q: 3 clusters Score -1.430409e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173430 members 
Mstep: Class 2 contains 148487 members 
Entering Unmasked Estep 
Score: -14304088.000000 Penalty: 1154.066406
	Iteration 85Q: 3 clusters Score -1.430409e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 148850 members 
Entering Unmasked Estep 
Score: -14304087.000000 Penalty: 1154.066406
	Iteration 86Q: 3 clusters Score -1.430409e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -14304099.000000 Penalty: 1154.066406
	Iteration 87Q: 3 clusters Score -1.43041e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -14304110.000000 Penalty: 1154.066406
	Iteration 88Q: 3 clusters Score -1.430411e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -14304144.000000 Penalty: 1154.066406
	Iteration 89Q: 3 clusters Score -1.430414e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
Score: -14304178.000000 Penalty: 1154.066406
	Iteration 90Q: 3 clusters Score -1.430418e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170979 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -14304128.000000 Penalty: 1154.066406
	Iteration 91Q: 3 clusters Score -1.430413e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -14304082.000000 Penalty: 1154.066406
	Iteration 92Q: 3 clusters Score -1.430408e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170204 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -14304072.000000 Penalty: 1154.066406
	Iteration 93Q: 3 clusters Score -1.430407e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -14304066.000000 Penalty: 1154.066406
	Iteration 94Q: 3 clusters Score -1.430407e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -14304028.000000 Penalty: 1154.066406
	Iteration 95Q: 3 clusters Score -1.430403e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 152909 members 
Entering Unmasked Estep 
Score: -14303997.000000 Penalty: 1154.066406
	Iteration 96Q: 3 clusters Score -1.4304e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168626 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -14303996.000000 Penalty: 1154.066406
	Iteration 97Q: 3 clusters Score -1.4304e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -14303982.000000 Penalty: 1154.066406
	Iteration 98Q: 3 clusters Score -1.430398e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -14304003.000000 Penalty: 1154.066406
	Iteration 99Q: 3 clusters Score -1.4304e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -14303975.000000 Penalty: 1154.066406
	Iteration 100F: 3 clusters Score -1.430398e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167224 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -14303973.000000 Penalty: 1154.066406
	Iteration 101Q: 3 clusters Score -1.430397e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -14303938.000000 Penalty: 1154.066406
	Iteration 102Q: 3 clusters Score -1.430394e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -14303934.000000 Penalty: 1154.066406
	Iteration 103Q: 3 clusters Score -1.430393e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166362 members 
Mstep: Class 2 contains 155555 members 
Entering Unmasked Estep 
Score: -14303946.000000 Penalty: 1154.066406
	Iteration 104Q: 3 clusters Score -1.430395e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166113 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -14303943.000000 Penalty: 1154.066406
	Iteration 105Q: 3 clusters Score -1.430394e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -14303928.000000 Penalty: 1154.066406
	Iteration 106Q: 3 clusters Score -1.430393e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -14303914.000000 Penalty: 1154.066406
	Iteration 107Q: 3 clusters Score -1.430391e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165296 members 
Mstep: Class 2 contains 156621 members 
Entering Unmasked Estep 
Score: -14303896.000000 Penalty: 1154.066406
	Iteration 108Q: 3 clusters Score -1.43039e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165025 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -14303875.000000 Penalty: 1154.066406
	Iteration 109Q: 3 clusters Score -1.430388e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -14303877.000000 Penalty: 1154.066406
	Iteration 110Q: 3 clusters Score -1.430388e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -14303880.000000 Penalty: 1154.066406
	Iteration 111Q: 3 clusters Score -1.430388e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -14303885.000000 Penalty: 1154.066406
	Iteration 112Q: 3 clusters Score -1.430388e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -14303886.000000 Penalty: 1154.066406
	Iteration 113Q: 3 clusters Score -1.430389e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -14303854.000000 Penalty: 1154.066406
	Iteration 114Q: 3 clusters Score -1.430385e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -14303809.000000 Penalty: 1154.066406
	Iteration 115Q: 3 clusters Score -1.430381e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -14303827.000000 Penalty: 1154.066406
	Iteration 116Q: 3 clusters Score -1.430383e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
Score: -14303812.000000 Penalty: 1154.066406
	Iteration 117Q: 3 clusters Score -1.430381e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -14303794.000000 Penalty: 1154.066406
	Iteration 118Q: 3 clusters Score -1.430379e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -14303763.000000 Penalty: 1154.066406
	Iteration 119Q: 3 clusters Score -1.430376e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -14303759.000000 Penalty: 1154.066406
	Iteration 120F: 3 clusters Score -1.430376e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -14303756.000000 Penalty: 1154.066406
	Iteration 121Q: 3 clusters Score -1.430376e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -14303772.000000 Penalty: 1154.066406
	Iteration 122Q: 3 clusters Score -1.430377e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162073 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -14303773.000000 Penalty: 1154.066406
	Iteration 123Q: 3 clusters Score -1.430377e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161910 members 
Mstep: Class 2 contains 160007 members 
Entering Unmasked Estep 
Score: -14303771.000000 Penalty: 1154.066406
	Iteration 124Q: 3 clusters Score -1.430377e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -14303762.000000 Penalty: 1154.066406
	Iteration 125Q: 3 clusters Score -1.430376e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -14303764.000000 Penalty: 1154.066406
	Iteration 126Q: 3 clusters Score -1.430376e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161331 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -14303748.000000 Penalty: 1154.066406
	Iteration 127Q: 3 clusters Score -1.430375e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -14303733.000000 Penalty: 1154.066406
	Iteration 128Q: 3 clusters Score -1.430373e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 161041 members 
Entering Unmasked Estep 
Score: -14303722.000000 Penalty: 1154.066406
	Iteration 129Q: 3 clusters Score -1.430372e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160658 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -14303681.000000 Penalty: 1154.066406
	Iteration 130Q: 3 clusters Score -1.430368e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160457 members 
Mstep: Class 2 contains 161460 members 
Entering Unmasked Estep 
Score: -14303659.000000 Penalty: 1154.066406
	Iteration 131Q: 3 clusters Score -1.430366e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -14303666.000000 Penalty: 1154.066406
	Iteration 132Q: 3 clusters Score -1.430367e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -14303664.000000 Penalty: 1154.066406
	Iteration 133Q: 3 clusters Score -1.430366e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -14303667.000000 Penalty: 1154.066406
	Iteration 134Q: 3 clusters Score -1.430367e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 162476 members 
Entering Unmasked Estep 
Score: -14303655.000000 Penalty: 1154.066406
	Iteration 135Q: 3 clusters Score -1.430366e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 162770 members 
Entering Unmasked Estep 
Score: -14303643.000000 Penalty: 1154.066406
	Iteration 136Q: 3 clusters Score -1.430364e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -14303639.000000 Penalty: 1154.066406
	Iteration 137Q: 3 clusters Score -1.430364e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -14303597.000000 Penalty: 1154.066406
	Iteration 138Q: 3 clusters Score -1.43036e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158266 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -14303585.000000 Penalty: 1154.066406
	Iteration 139Q: 3 clusters Score -1.430358e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -14303572.000000 Penalty: 1154.066406
	Iteration 140F: 3 clusters Score -1.430357e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -14303563.000000 Penalty: 1154.066406
	Iteration 141Q: 3 clusters Score -1.430356e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 164366 members 
Entering Unmasked Estep 
Score: -14303560.000000 Penalty: 1154.066406
	Iteration 142Q: 3 clusters Score -1.430356e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -14303595.000000 Penalty: 1154.066406
	Iteration 143Q: 3 clusters Score -1.43036e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -14303597.000000 Penalty: 1154.066406
	Iteration 144Q: 3 clusters Score -1.43036e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -14303572.000000 Penalty: 1154.066406
	Iteration 145Q: 3 clusters Score -1.430357e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156489 members 
Mstep: Class 2 contains 165428 members 
Entering Unmasked Estep 
Score: -14303530.000000 Penalty: 1154.066406
	Iteration 146Q: 3 clusters Score -1.430353e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -14303535.000000 Penalty: 1154.066406
	Iteration 147Q: 3 clusters Score -1.430354e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -14303544.000000 Penalty: 1154.066406
	Iteration 148Q: 3 clusters Score -1.430354e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155643 members 
Mstep: Class 2 contains 166274 members 
Entering Unmasked Estep 
Score: -14303580.000000 Penalty: 1154.066406
	Iteration 149Q: 3 clusters Score -1.430358e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155348 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -14303570.000000 Penalty: 1154.066406
	Iteration 150Q: 3 clusters Score -1.430357e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -14303576.000000 Penalty: 1154.066406
	Iteration 151Q: 3 clusters Score -1.430358e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154733 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -14303600.000000 Penalty: 1154.066406
	Iteration 152Q: 3 clusters Score -1.43036e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -14303615.000000 Penalty: 1154.066406
	Iteration 153Q: 3 clusters Score -1.430362e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -14303578.000000 Penalty: 1154.066406
	Iteration 154Q: 3 clusters Score -1.430358e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -14303577.000000 Penalty: 1154.066406
	Iteration 155Q: 3 clusters Score -1.430358e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153185 members 
Mstep: Class 2 contains 168732 members 
Entering Unmasked Estep 
Score: -14303631.000000 Penalty: 1154.066406
	Iteration 156Q: 3 clusters Score -1.430363e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -14303634.000000 Penalty: 1154.066406
	Iteration 157Q: 3 clusters Score -1.430363e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -14303624.000000 Penalty: 1154.066406
	Iteration 158Q: 3 clusters Score -1.430362e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -14303550.000000 Penalty: 1154.066406
	Iteration 159Q: 3 clusters Score -1.430355e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 170431 members 
Entering Unmasked Estep 
Score: -14303561.000000 Penalty: 1154.066406
	Iteration 160F: 3 clusters Score -1.430356e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -14303564.000000 Penalty: 1154.066406
	Iteration 161Q: 3 clusters Score -1.430356e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150491 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -14303544.000000 Penalty: 1154.066406
	Iteration 162Q: 3 clusters Score -1.430354e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 171941 members 
Entering Unmasked Estep 
Score: -14303527.000000 Penalty: 1154.066406
	Iteration 163Q: 3 clusters Score -1.430353e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -14303540.000000 Penalty: 1154.066406
	Iteration 164Q: 3 clusters Score -1.430354e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -14303456.000000 Penalty: 1154.066406
	Iteration 165Q: 3 clusters Score -1.430346e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -14303415.000000 Penalty: 1154.066406
	Iteration 166Q: 3 clusters Score -1.430342e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -14303385.000000 Penalty: 1154.066406
	Iteration 167Q: 3 clusters Score -1.430338e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -14303410.000000 Penalty: 1154.066406
	Iteration 168Q: 3 clusters Score -1.430341e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -14303448.000000 Penalty: 1154.066406
	Iteration 169Q: 3 clusters Score -1.430345e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -14303471.000000 Penalty: 1154.066406
	Iteration 170Q: 3 clusters Score -1.430347e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -14303430.000000 Penalty: 1154.066406
	Iteration 171Q: 3 clusters Score -1.430343e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 177643 members 
Entering Unmasked Estep 
Score: -14303368.000000 Penalty: 1154.066406
	Iteration 172Q: 3 clusters Score -1.430337e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 178436 members 
Entering Unmasked Estep 
Score: -14303373.000000 Penalty: 1154.066406
	Iteration 173Q: 3 clusters Score -1.430337e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -14303363.000000 Penalty: 1154.066406
	Iteration 174Q: 3 clusters Score -1.430336e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -14303362.000000 Penalty: 1154.066406
	Iteration 175Q: 3 clusters Score -1.430336e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141053 members 
Mstep: Class 2 contains 180864 members 
Entering Unmasked Estep 
Score: -14303311.000000 Penalty: 1154.066406
	Iteration 176Q: 3 clusters Score -1.430331e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140205 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -14303303.000000 Penalty: 1154.066406
	Iteration 177Q: 3 clusters Score -1.43033e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 182467 members 
Entering Unmasked Estep 
Score: -14303280.000000 Penalty: 1154.066406
	Iteration 178Q: 3 clusters Score -1.430328e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -14303281.000000 Penalty: 1154.066406
	Iteration 179Q: 3 clusters Score -1.430328e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137876 members 
Mstep: Class 2 contains 184041 members 
Entering Unmasked Estep 
Score: -14303300.000000 Penalty: 1154.066406
	Iteration 180F: 3 clusters Score -1.43033e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137080 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -14303264.000000 Penalty: 1154.066406
	Iteration 181Q: 3 clusters Score -1.430326e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 185634 members 
Entering Unmasked Estep 
Score: -14303229.000000 Penalty: 1154.066406
	Iteration 182Q: 3 clusters Score -1.430323e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -14303232.000000 Penalty: 1154.066406
	Iteration 183Q: 3 clusters Score -1.430323e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 187304 members 
Entering Unmasked Estep 
Score: -14303160.000000 Penalty: 1154.066406
	Iteration 184Q: 3 clusters Score -1.430316e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 188108 members 
Entering Unmasked Estep 
Score: -14303172.000000 Penalty: 1154.066406
	Iteration 185Q: 3 clusters Score -1.430317e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 188929 members 
Entering Unmasked Estep 
Score: -14303198.000000 Penalty: 1154.066406
	Iteration 186Q: 3 clusters Score -1.43032e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -14303179.000000 Penalty: 1154.066406
	Iteration 187Q: 3 clusters Score -1.430318e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -14303140.000000 Penalty: 1154.066406
	Iteration 188Q: 3 clusters Score -1.430314e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 191550 members 
Entering Unmasked Estep 
Score: -14303069.000000 Penalty: 1154.066406
	Iteration 189Q: 3 clusters Score -1.430307e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 192462 members 
Entering Unmasked Estep 
Score: -14303014.000000 Penalty: 1154.066406
	Iteration 190Q: 3 clusters Score -1.430301e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128573 members 
Mstep: Class 2 contains 193344 members 
Entering Unmasked Estep 
Score: -14303012.000000 Penalty: 1154.066406
	Iteration 191Q: 3 clusters Score -1.430301e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 194199 members 
Entering Unmasked Estep 
Score: -14302965.000000 Penalty: 1154.066406
	Iteration 192Q: 3 clusters Score -1.430296e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -14303013.000000 Penalty: 1154.066406
	Iteration 193Q: 3 clusters Score -1.430301e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125998 members 
Mstep: Class 2 contains 195919 members 
Entering Unmasked Estep 
Score: -14302946.000000 Penalty: 1154.066406
	Iteration 194Q: 3 clusters Score -1.430295e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 196843 members 
Entering Unmasked Estep 
Score: -14302908.000000 Penalty: 1154.066406
	Iteration 195Q: 3 clusters Score -1.430291e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124173 members 
Mstep: Class 2 contains 197744 members 
Entering Unmasked Estep 
Score: -14302847.000000 Penalty: 1154.066406
	Iteration 196Q: 3 clusters Score -1.430285e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 198608 members 
Entering Unmasked Estep 
Score: -14302777.000000 Penalty: 1154.066406
	Iteration 197Q: 3 clusters Score -1.430278e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 199531 members 
Entering Unmasked Estep 
Score: -14302788.000000 Penalty: 1154.066406
	Iteration 198Q: 3 clusters Score -1.430279e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 200461 members 
Entering Unmasked Estep 
Score: -14302721.000000 Penalty: 1154.066406
	Iteration 199Q: 3 clusters Score -1.430272e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 201369 members 
Entering Unmasked Estep 
Score: -14302754.000000 Penalty: 1154.066406
	Iteration 200F: 3 clusters Score -1.430275e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 202327 members 
Entering Unmasked Estep 
Score: -14302792.000000 Penalty: 1154.066406
	Iteration 201Q: 3 clusters Score -1.430279e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118676 members 
Mstep: Class 2 contains 203241 members 
Entering Unmasked Estep 
Score: -14302767.000000 Penalty: 1154.066406
	Iteration 202Q: 3 clusters Score -1.430277e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 204201 members 
Entering Unmasked Estep 
Score: -14302777.000000 Penalty: 1154.066406
	Iteration 203Q: 3 clusters Score -1.430278e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -14302787.000000 Penalty: 1154.066406
	Iteration 204Q: 3 clusters Score -1.430279e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 206088 members 
Entering Unmasked Estep 
Score: -14302781.000000 Penalty: 1154.066406
	Iteration 205Q: 3 clusters Score -1.430278e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 207051 members 
Entering Unmasked Estep 
Score: -14302775.000000 Penalty: 1154.066406
	Iteration 206Q: 3 clusters Score -1.430278e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 207933 members 
Entering Unmasked Estep 
Score: -14302793.000000 Penalty: 1154.066406
	Iteration 207Q: 3 clusters Score -1.430279e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 208778 members 
Entering Unmasked Estep 
Score: -14302732.000000 Penalty: 1154.066406
	Iteration 208Q: 3 clusters Score -1.430273e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 209608 members 
Entering Unmasked Estep 
Score: -14302703.000000 Penalty: 1154.066406
	Iteration 209Q: 3 clusters Score -1.43027e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 210367 members 
Entering Unmasked Estep 
Score: -14302657.000000 Penalty: 1154.066406
	Iteration 210Q: 3 clusters Score -1.430266e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 211095 members 
Entering Unmasked Estep 
Score: -14302569.000000 Penalty: 1154.066406
	Iteration 211Q: 3 clusters Score -1.430257e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 211842 members 
Entering Unmasked Estep 
Score: -14302475.000000 Penalty: 1154.066406
	Iteration 212Q: 3 clusters Score -1.430248e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 212580 members 
Entering Unmasked Estep 
Score: -14302484.000000 Penalty: 1154.066406
	Iteration 213Q: 3 clusters Score -1.430248e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 213354 members 
Entering Unmasked Estep 
Score: -14302440.000000 Penalty: 1154.066406
	Iteration 214Q: 3 clusters Score -1.430244e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 214157 members 
Entering Unmasked Estep 
Score: -14302422.000000 Penalty: 1154.066406
	Iteration 215Q: 3 clusters Score -1.430242e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 215027 members 
Entering Unmasked Estep 
Score: -14302401.000000 Penalty: 1154.066406
	Iteration 216Q: 3 clusters Score -1.43024e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 215919 members 
Entering Unmasked Estep 
Score: -14302462.000000 Penalty: 1154.066406
	Iteration 217Q: 3 clusters Score -1.430246e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 216807 members 
Entering Unmasked Estep 
Score: -14302502.000000 Penalty: 1154.066406
	Iteration 218Q: 3 clusters Score -1.43025e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 217704 members 
Entering Unmasked Estep 
Score: -14302429.000000 Penalty: 1154.066406
	Iteration 219Q: 3 clusters Score -1.430243e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 218647 members 
Entering Unmasked Estep 
Score: -14302472.000000 Penalty: 1154.066406
	Iteration 220F: 3 clusters Score -1.430247e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 219535 members 
Entering Unmasked Estep 
Score: -14302463.000000 Penalty: 1154.066406
	Iteration 221Q: 3 clusters Score -1.430246e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 220460 members 
Entering Unmasked Estep 
Score: -14302449.000000 Penalty: 1154.066406
	Iteration 222Q: 3 clusters Score -1.430245e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 221471 members 
Entering Unmasked Estep 
Score: -14302413.000000 Penalty: 1154.066406
	Iteration 223Q: 3 clusters Score -1.430241e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 222375 members 
Entering Unmasked Estep 
Score: -14302467.000000 Penalty: 1154.066406
	Iteration 224Q: 3 clusters Score -1.430247e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 223343 members 
Entering Unmasked Estep 
Score: -14302525.000000 Penalty: 1154.066406
	Iteration 225Q: 3 clusters Score -1.430252e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 224279 members 
Entering Unmasked Estep 
Score: -14302503.000000 Penalty: 1154.066406
	Iteration 226Q: 3 clusters Score -1.43025e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 225285 members 
Entering Unmasked Estep 
Score: -14302408.000000 Penalty: 1154.066406
	Iteration 227Q: 3 clusters Score -1.430241e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 226325 members 
Entering Unmasked Estep 
Score: -14302261.000000 Penalty: 1154.066406
	Iteration 228Q: 3 clusters Score -1.430226e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 227363 members 
Entering Unmasked Estep 
Score: -14302220.000000 Penalty: 1154.066406
	Iteration 229Q: 3 clusters Score -1.430222e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 228368 members 
Entering Unmasked Estep 
Score: -14302137.000000 Penalty: 1154.066406
	Iteration 230Q: 3 clusters Score -1.430214e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 229361 members 
Entering Unmasked Estep 
Score: -14302174.000000 Penalty: 1154.066406
	Iteration 231Q: 3 clusters Score -1.430217e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 230357 members 
Entering Unmasked Estep 
Score: -14302139.000000 Penalty: 1154.066406
	Iteration 232Q: 3 clusters Score -1.430214e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 231328 members 
Entering Unmasked Estep 
Score: -14302083.000000 Penalty: 1154.066406
	Iteration 233Q: 3 clusters Score -1.430208e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 232323 members 
Entering Unmasked Estep 
Score: -14302066.000000 Penalty: 1154.066406
	Iteration 234Q: 3 clusters Score -1.430207e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 233330 members 
Entering Unmasked Estep 
Score: -14302136.000000 Penalty: 1154.066406
	Iteration 235Q: 3 clusters Score -1.430214e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 234325 members 
Entering Unmasked Estep 
Score: -14302228.000000 Penalty: 1154.066406
	Iteration 236Q: 3 clusters Score -1.430223e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 235328 members 
Entering Unmasked Estep 
Score: -14302263.000000 Penalty: 1154.066406
	Iteration 237Q: 3 clusters Score -1.430226e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 236348 members 
Entering Unmasked Estep 
Score: -14302326.000000 Penalty: 1154.066406
	Iteration 238Q: 3 clusters Score -1.430233e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 237398 members 
Entering Unmasked Estep 
Score: -14302329.000000 Penalty: 1154.066406
	Iteration 239Q: 3 clusters Score -1.430233e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 238506 members 
Entering Unmasked Estep 
Score: -14302342.000000 Penalty: 1154.066406
	Iteration 240F: 3 clusters Score -1.430234e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 239637 members 
Entering Unmasked Estep 
Score: -14302335.000000 Penalty: 1154.066406
	Iteration 241Q: 3 clusters Score -1.430234e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 240706 members 
Entering Unmasked Estep 
Score: -14302348.000000 Penalty: 1154.066406
	Iteration 242Q: 3 clusters Score -1.430235e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 241788 members 
Entering Unmasked Estep 
Score: -14302417.000000 Penalty: 1154.066406
	Iteration 243Q: 3 clusters Score -1.430242e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 242856 members 
Entering Unmasked Estep 
Score: -14302426.000000 Penalty: 1154.066406
	Iteration 244Q: 3 clusters Score -1.430243e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 243956 members 
Entering Unmasked Estep 
Score: -14302456.000000 Penalty: 1154.066406
	Iteration 245Q: 3 clusters Score -1.430246e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 245028 members 
Entering Unmasked Estep 
Score: -14302456.000000 Penalty: 1154.066406
	Iteration 246Q: 3 clusters Score -1.430246e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 246056 members 
Entering Unmasked Estep 
Score: -14302485.000000 Penalty: 1154.066406
	Iteration 247Q: 3 clusters Score -1.430248e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 247048 members 
Entering Unmasked Estep 
Score: -14302476.000000 Penalty: 1154.066406
	Iteration 248Q: 3 clusters Score -1.430248e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 248016 members 
Entering Unmasked Estep 
Score: -14302492.000000 Penalty: 1154.066406
	Iteration 249Q: 3 clusters Score -1.430249e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 248993 members 
Entering Unmasked Estep 
Score: -14302484.000000 Penalty: 1154.066406
	Iteration 250Q: 3 clusters Score -1.430248e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 249994 members 
Entering Unmasked Estep 
Score: -14302471.000000 Penalty: 1154.066406
	Iteration 251Q: 3 clusters Score -1.430247e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 250940 members 
Entering Unmasked Estep 
Score: -14302470.000000 Penalty: 1154.066406
	Iteration 252Q: 3 clusters Score -1.430247e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 251889 members 
Entering Unmasked Estep 
Score: -14302526.000000 Penalty: 1154.066406
	Iteration 253Q: 3 clusters Score -1.430253e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 252766 members 
Entering Unmasked Estep 
Score: -14302510.000000 Penalty: 1154.066406
	Iteration 254Q: 3 clusters Score -1.430251e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 253678 members 
Entering Unmasked Estep 
Score: -14302589.000000 Penalty: 1154.066406
	Iteration 255Q: 3 clusters Score -1.430259e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 254660 members 
Entering Unmasked Estep 
Score: -14302571.000000 Penalty: 1154.066406
	Iteration 256Q: 3 clusters Score -1.430257e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 255667 members 
Entering Unmasked Estep 
Score: -14302551.000000 Penalty: 1154.066406
	Iteration 257Q: 3 clusters Score -1.430255e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 256611 members 
Entering Unmasked Estep 
Score: -14302582.000000 Penalty: 1154.066406
	Iteration 258Q: 3 clusters Score -1.430258e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 257573 members 
Entering Unmasked Estep 
Score: -14302536.000000 Penalty: 1154.066406
	Iteration 259Q: 3 clusters Score -1.430254e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 258491 members 
Entering Unmasked Estep 
Score: -14302600.000000 Penalty: 1154.066406
	Iteration 260F: 3 clusters Score -1.43026e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 259421 members 
Entering Unmasked Estep 
Score: -14302600.000000 Penalty: 1154.066406
	Iteration 261Q: 3 clusters Score -1.43026e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 260341 members 
Entering Unmasked Estep 
Score: -14302576.000000 Penalty: 1154.066406
	Iteration 262Q: 3 clusters Score -1.430258e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 261363 members 
Entering Unmasked Estep 
Score: -14302666.000000 Penalty: 1154.066406
	Iteration 263Q: 3 clusters Score -1.430267e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 262343 members 
Entering Unmasked Estep 
Score: -14302661.000000 Penalty: 1154.066406
	Iteration 264Q: 3 clusters Score -1.430266e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 263277 members 
Entering Unmasked Estep 
Score: -14302682.000000 Penalty: 1154.066406
	Iteration 265Q: 3 clusters Score -1.430268e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 264191 members 
Entering Unmasked Estep 
Score: -14302793.000000 Penalty: 1154.066406
	Iteration 266Q: 3 clusters Score -1.430279e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 265170 members 
Entering Unmasked Estep 
Score: -14302772.000000 Penalty: 1154.066406
	Iteration 267Q: 3 clusters Score -1.430277e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 266144 members 
Entering Unmasked Estep 
Score: -14302755.000000 Penalty: 1154.066406
	Iteration 268Q: 3 clusters Score -1.430276e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 267111 members 
Entering Unmasked Estep 
Score: -14302757.000000 Penalty: 1154.066406
	Iteration 269Q: 3 clusters Score -1.430276e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 268026 members 
Entering Unmasked Estep 
Score: -14302814.000000 Penalty: 1154.066406
	Iteration 270Q: 3 clusters Score -1.430281e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 268966 members 
Entering Unmasked Estep 
Score: -14302846.000000 Penalty: 1154.066406
	Iteration 271Q: 3 clusters Score -1.430285e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 269923 members 
Entering Unmasked Estep 
Score: -14302824.000000 Penalty: 1154.066406
	Iteration 272Q: 3 clusters Score -1.430282e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 270847 members 
Entering Unmasked Estep 
Score: -14302802.000000 Penalty: 1154.066406
	Iteration 273Q: 3 clusters Score -1.43028e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 271743 members 
Entering Unmasked Estep 
Score: -14302798.000000 Penalty: 1154.066406
	Iteration 274Q: 3 clusters Score -1.43028e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 272668 members 
Entering Unmasked Estep 
Score: -14302799.000000 Penalty: 1154.066406
	Iteration 275Q: 3 clusters Score -1.43028e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 273635 members 
Entering Unmasked Estep 
Score: -14302893.000000 Penalty: 1154.066406
	Iteration 276Q: 3 clusters Score -1.430289e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 274529 members 
Entering Unmasked Estep 
Score: -14302898.000000 Penalty: 1154.066406
	Iteration 277Q: 3 clusters Score -1.43029e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 275412 members 
Entering Unmasked Estep 
Score: -14302939.000000 Penalty: 1154.066406
	Iteration 278Q: 3 clusters Score -1.430294e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 276284 members 
Entering Unmasked Estep 
Score: -14303002.000000 Penalty: 1154.066406
	Iteration 279Q: 3 clusters Score -1.4303e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 277181 members 
Entering Unmasked Estep 
Score: -14303067.000000 Penalty: 1154.066406
	Iteration 280F: 3 clusters Score -1.430307e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 278056 members 
Entering Unmasked Estep 
Score: -14303045.000000 Penalty: 1154.066406
	Iteration 281Q: 3 clusters Score -1.430304e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 278932 members 
Entering Unmasked Estep 
Score: -14303033.000000 Penalty: 1154.066406
	Iteration 282Q: 3 clusters Score -1.430303e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 279834 members 
Entering Unmasked Estep 
Score: -14303106.000000 Penalty: 1154.066406
	Iteration 283Q: 3 clusters Score -1.430311e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 280681 members 
Entering Unmasked Estep 
Score: -14303134.000000 Penalty: 1154.066406
	Iteration 284Q: 3 clusters Score -1.430313e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 281574 members 
Entering Unmasked Estep 
Score: -14303147.000000 Penalty: 1154.066406
	Iteration 285Q: 3 clusters Score -1.430315e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 282440 members 
Entering Unmasked Estep 
Score: -14303130.000000 Penalty: 1154.066406
	Iteration 286Q: 3 clusters Score -1.430313e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 283289 members 
Entering Unmasked Estep 
Score: -14303060.000000 Penalty: 1154.066406
	Iteration 287Q: 3 clusters Score -1.430306e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 284135 members 
Entering Unmasked Estep 
Score: -14302950.000000 Penalty: 1154.066406
	Iteration 288Q: 3 clusters Score -1.430295e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 284936 members 
Entering Unmasked Estep 
Score: -14302871.000000 Penalty: 1154.066406
	Iteration 289Q: 3 clusters Score -1.430287e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 285670 members 
Entering Unmasked Estep 
Score: -14302721.000000 Penalty: 1154.066406
	Iteration 290Q: 3 clusters Score -1.430272e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 286505 members 
Entering Unmasked Estep 
Score: -14302613.000000 Penalty: 1154.066406
	Iteration 291Q: 3 clusters Score -1.430261e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 287242 members 
Entering Unmasked Estep 
Score: -14302479.000000 Penalty: 1154.066406
	Iteration 292Q: 3 clusters Score -1.430248e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 287927 members 
Entering Unmasked Estep 
Score: -14302413.000000 Penalty: 1154.066406
	Iteration 293Q: 3 clusters Score -1.430241e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 288536 members 
Entering Unmasked Estep 
Score: -14302383.000000 Penalty: 1154.066406
	Iteration 294Q: 3 clusters Score -1.430238e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 289175 members 
Entering Unmasked Estep 
Score: -14302287.000000 Penalty: 1154.066406
	Iteration 295Q: 3 clusters Score -1.430229e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 289866 members 
Entering Unmasked Estep 
Score: -14302146.000000 Penalty: 1154.066406
	Iteration 296Q: 3 clusters Score -1.430215e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 290562 members 
Entering Unmasked Estep 
Score: -14302024.000000 Penalty: 1154.066406
	Iteration 297Q: 3 clusters Score -1.430202e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 291222 members 
Entering Unmasked Estep 
Score: -14301842.000000 Penalty: 1154.066406
	Iteration 298Q: 3 clusters Score -1.430184e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 291880 members 
Entering Unmasked Estep 
Score: -14301743.000000 Penalty: 1154.066406
	Iteration 299Q: 3 clusters Score -1.430174e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 292487 members 
Entering Unmasked Estep 
Score: -14301631.000000 Penalty: 1154.066406
	Iteration 300F: 3 clusters Score -1.430163e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 293121 members 
Entering Unmasked Estep 
Score: -14301533.000000 Penalty: 1154.066406
	Iteration 301Q: 3 clusters Score -1.430153e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 293788 members 
Entering Unmasked Estep 
Score: -14301410.000000 Penalty: 1154.066406
	Iteration 302Q: 3 clusters Score -1.430141e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 294474 members 
Entering Unmasked Estep 
Score: -14301262.000000 Penalty: 1154.066406
	Iteration 303Q: 3 clusters Score -1.430126e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 295106 members 
Entering Unmasked Estep 
Score: -14301147.000000 Penalty: 1154.066406
	Iteration 304Q: 3 clusters Score -1.430115e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 295785 members 
Entering Unmasked Estep 
Score: -14301070.000000 Penalty: 1154.066406
	Iteration 305Q: 3 clusters Score -1.430107e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 296358 members 
Entering Unmasked Estep 
Score: -14300929.000000 Penalty: 1154.066406
	Iteration 306Q: 3 clusters Score -1.430093e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 296930 members 
Entering Unmasked Estep 
Score: -14300874.000000 Penalty: 1154.066406
	Iteration 307Q: 3 clusters Score -1.430087e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 297502 members 
Entering Unmasked Estep 
Score: -14300778.000000 Penalty: 1154.066406
	Iteration 308Q: 3 clusters Score -1.430078e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 298145 members 
Entering Unmasked Estep 
Score: -14300716.000000 Penalty: 1154.066406
	Iteration 309Q: 3 clusters Score -1.430072e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 298805 members 
Entering Unmasked Estep 
Score: -14300650.000000 Penalty: 1154.066406
	Iteration 310Q: 3 clusters Score -1.430065e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 299490 members 
Entering Unmasked Estep 
Score: -14300529.000000 Penalty: 1154.066406
	Iteration 311Q: 3 clusters Score -1.430053e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 300143 members 
Entering Unmasked Estep 
Score: -14300322.000000 Penalty: 1154.066406
	Iteration 312Q: 3 clusters Score -1.430032e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 300782 members 
Entering Unmasked Estep 
Score: -14300212.000000 Penalty: 1154.066406
	Iteration 313Q: 3 clusters Score -1.430021e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 301400 members 
Entering Unmasked Estep 
Score: -14300194.000000 Penalty: 1154.066406
	Iteration 314Q: 3 clusters Score -1.430019e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 302063 members 
Entering Unmasked Estep 
Score: -14300060.000000 Penalty: 1154.066406
	Iteration 315Q: 3 clusters Score -1.430006e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 302735 members 
Entering Unmasked Estep 
Score: -14300015.000000 Penalty: 1154.066406
	Iteration 316Q: 3 clusters Score -1.430002e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 303390 members 
Entering Unmasked Estep 
Score: -14299911.000000 Penalty: 1154.066406
	Iteration 317Q: 3 clusters Score -1.429991e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 304036 members 
Entering Unmasked Estep 
Score: -14299855.000000 Penalty: 1154.066406
	Iteration 318Q: 3 clusters Score -1.429986e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 304620 members 
Entering Unmasked Estep 
Score: -14299817.000000 Penalty: 1154.066406
	Iteration 319Q: 3 clusters Score -1.429982e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 305228 members 
Entering Unmasked Estep 
Score: -14299698.000000 Penalty: 1154.066406
	Iteration 320F: 3 clusters Score -1.42997e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 305780 members 
Entering Unmasked Estep 
Score: -14299611.000000 Penalty: 1154.066406
	Iteration 321Q: 3 clusters Score -1.429961e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 306357 members 
Entering Unmasked Estep 
Score: -14299541.000000 Penalty: 1154.066406
	Iteration 322Q: 3 clusters Score -1.429954e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 306907 members 
Entering Unmasked Estep 
Score: -14299393.000000 Penalty: 1154.066406
	Iteration 323Q: 3 clusters Score -1.429939e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 307389 members 
Entering Unmasked Estep 
Score: -14299305.000000 Penalty: 1154.066406
	Iteration 324Q: 3 clusters Score -1.42993e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 307869 members 
Entering Unmasked Estep 
Score: -14299248.000000 Penalty: 1154.066406
	Iteration 325Q: 3 clusters Score -1.429925e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 308343 members 
Entering Unmasked Estep 
Score: -14299152.000000 Penalty: 1154.066406
	Iteration 326Q: 3 clusters Score -1.429915e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 308816 members 
Entering Unmasked Estep 
Score: -14299075.000000 Penalty: 1154.066406
	Iteration 327Q: 3 clusters Score -1.429908e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 309330 members 
Entering Unmasked Estep 
Score: -14299053.000000 Penalty: 1154.066406
	Iteration 328Q: 3 clusters Score -1.429905e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 309780 members 
Entering Unmasked Estep 
Score: -14298996.000000 Penalty: 1154.066406
	Iteration 329Q: 3 clusters Score -1.4299e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 310188 members 
Entering Unmasked Estep 
Score: -14298916.000000 Penalty: 1154.066406
	Iteration 330Q: 3 clusters Score -1.429892e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 310558 members 
Entering Unmasked Estep 
Score: -14298807.000000 Penalty: 1154.066406
	Iteration 331Q: 3 clusters Score -1.429881e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 310936 members 
Entering Unmasked Estep 
Score: -14298776.000000 Penalty: 1154.066406
	Iteration 332Q: 3 clusters Score -1.429878e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 311292 members 
Entering Unmasked Estep 
Score: -14298694.000000 Penalty: 1154.066406
	Iteration 333Q: 3 clusters Score -1.429869e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 311634 members 
Entering Unmasked Estep 
Score: -14298579.000000 Penalty: 1154.066406
	Iteration 334Q: 3 clusters Score -1.429858e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 311972 members 
Entering Unmasked Estep 
Score: -14298460.000000 Penalty: 1154.066406
	Iteration 335Q: 3 clusters Score -1.429846e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 312285 members 
Entering Unmasked Estep 
Score: -14298343.000000 Penalty: 1154.066406
	Iteration 336Q: 3 clusters Score -1.429834e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 312606 members 
Entering Unmasked Estep 
Score: -14298278.000000 Penalty: 1154.066406
	Iteration 337Q: 3 clusters Score -1.429828e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 312904 members 
Entering Unmasked Estep 
Score: -14298190.000000 Penalty: 1154.066406
	Iteration 338Q: 3 clusters Score -1.429819e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 313210 members 
Entering Unmasked Estep 
Score: -14298180.000000 Penalty: 1154.066406
	Iteration 339Q: 3 clusters Score -1.429818e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 313532 members 
Entering Unmasked Estep 
Score: -14298082.000000 Penalty: 1154.066406
	Iteration 340F: 3 clusters Score -1.429808e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 313809 members 
Entering Unmasked Estep 
Score: -14298046.000000 Penalty: 1154.066406
	Iteration 341Q: 3 clusters Score -1.429805e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 314068 members 
Entering Unmasked Estep 
Score: -14297945.000000 Penalty: 1154.066406
	Iteration 342Q: 3 clusters Score -1.429794e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 314324 members 
Entering Unmasked Estep 
Score: -14297913.000000 Penalty: 1154.066406
	Iteration 343Q: 3 clusters Score -1.429791e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 314558 members 
Entering Unmasked Estep 
Score: -14297883.000000 Penalty: 1154.066406
	Iteration 344Q: 3 clusters Score -1.429788e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 314790 members 
Entering Unmasked Estep 
Score: -14297840.000000 Penalty: 1154.066406
	Iteration 345Q: 3 clusters Score -1.429784e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 315042 members 
Entering Unmasked Estep 
Score: -14297783.000000 Penalty: 1154.066406
	Iteration 346Q: 3 clusters Score -1.429778e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 315316 members 
Entering Unmasked Estep 
Score: -14297738.000000 Penalty: 1154.066406
	Iteration 347Q: 3 clusters Score -1.429774e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 315579 members 
Entering Unmasked Estep 
Score: -14297697.000000 Penalty: 1154.066406
	Iteration 348Q: 3 clusters Score -1.42977e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 315811 members 
Entering Unmasked Estep 
Score: -14297643.000000 Penalty: 1154.066406
	Iteration 349Q: 3 clusters Score -1.429764e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 316026 members 
Entering Unmasked Estep 
Score: -14297611.000000 Penalty: 1154.066406
	Iteration 350Q: 3 clusters Score -1.429761e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 316210 members 
Entering Unmasked Estep 
Score: -14297623.000000 Penalty: 1154.066406
	Iteration 351Q: 3 clusters Score -1.429762e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 316384 members 
Entering Unmasked Estep 
Score: -14297626.000000 Penalty: 1154.066406
	Iteration 352Q: 3 clusters Score -1.429763e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 316550 members 
Entering Unmasked Estep 
Score: -14297582.000000 Penalty: 1154.066406
	Iteration 353Q: 3 clusters Score -1.429758e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 316704 members 
Entering Unmasked Estep 
Score: -14297578.000000 Penalty: 1154.066406
	Iteration 354Q: 3 clusters Score -1.429758e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 316856 members 
Entering Unmasked Estep 
Score: -14297550.000000 Penalty: 1154.066406
	Iteration 355Q: 3 clusters Score -1.429755e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 317004 members 
Entering Unmasked Estep 
Score: -14297555.000000 Penalty: 1154.066406
	Iteration 356Q: 3 clusters Score -1.429756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 317129 members 
Entering Unmasked Estep 
Score: -14297550.000000 Penalty: 1154.066406
	Iteration 357Q: 3 clusters Score -1.429755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 317239 members 
Entering Unmasked Estep 
Score: -14297547.000000 Penalty: 1154.066406
	Iteration 358Q: 3 clusters Score -1.429755e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 317347 members 
Entering Unmasked Estep 
Score: -14297501.000000 Penalty: 1154.066406
	Iteration 359Q: 3 clusters Score -1.42975e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 317454 members 
Entering Unmasked Estep 
Score: -14297485.000000 Penalty: 1154.066406
	Iteration 360F: 3 clusters Score -1.429748e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 317549 members 
Entering Unmasked Estep 
Score: -14297481.000000 Penalty: 1154.066406
	Iteration 361Q: 3 clusters Score -1.429748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 317640 members 
Entering Unmasked Estep 
Score: -14297469.000000 Penalty: 1154.066406
	Iteration 362Q: 3 clusters Score -1.429747e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 317706 members 
Entering Unmasked Estep 
Score: -14297489.000000 Penalty: 1154.066406
	Iteration 363Q: 3 clusters Score -1.429749e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 317783 members 
Entering Unmasked Estep 
Score: -14297476.000000 Penalty: 1154.066406
	Iteration 364Q: 3 clusters Score -1.429748e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 317865 members 
Entering Unmasked Estep 
Score: -14297460.000000 Penalty: 1154.066406
	Iteration 365Q: 3 clusters Score -1.429746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 317935 members 
Entering Unmasked Estep 
Score: -14297453.000000 Penalty: 1154.066406
	Iteration 366Q: 3 clusters Score -1.429745e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 318013 members 
Entering Unmasked Estep 
Score: -14297447.000000 Penalty: 1154.066406
	Iteration 367Q: 3 clusters Score -1.429745e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 318077 members 
Entering Unmasked Estep 
Score: -14297425.000000 Penalty: 1154.066406
	Iteration 368Q: 3 clusters Score -1.429742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 318124 members 
Entering Unmasked Estep 
Score: -14297419.000000 Penalty: 1154.066406
	Iteration 369Q: 3 clusters Score -1.429742e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 318187 members 
Entering Unmasked Estep 
Score: -14297402.000000 Penalty: 1154.066406
	Iteration 370Q: 3 clusters Score -1.42974e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 318241 members 
Entering Unmasked Estep 
Score: -14297403.000000 Penalty: 1154.066406
	Iteration 371Q: 3 clusters Score -1.42974e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 318287 members 
Entering Unmasked Estep 
Score: -14297406.000000 Penalty: 1154.066406
	Iteration 372Q: 3 clusters Score -1.429741e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 318352 members 
Entering Unmasked Estep 
Score: -14297388.000000 Penalty: 1154.066406
	Iteration 373Q: 3 clusters Score -1.429739e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 318395 members 
Entering Unmasked Estep 
Score: -14297412.000000 Penalty: 1154.066406
	Iteration 374Q: 3 clusters Score -1.429741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 318428 members 
Entering Unmasked Estep 
Score: -14297424.000000 Penalty: 1154.066406
	Iteration 375Q: 3 clusters Score -1.429742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 318468 members 
Entering Unmasked Estep 
Score: -14297441.000000 Penalty: 1154.066406
	Iteration 376Q: 3 clusters Score -1.429744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 318510 members 
Entering Unmasked Estep 
Score: -14297449.000000 Penalty: 1154.066406
	Iteration 377Q: 3 clusters Score -1.429745e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 318557 members 
Entering Unmasked Estep 
Score: -14297456.000000 Penalty: 1154.066406
	Iteration 378Q: 3 clusters Score -1.429746e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 318587 members 
Entering Unmasked Estep 
Score: -14297453.000000 Penalty: 1154.066406
	Iteration 379Q: 3 clusters Score -1.429745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 318611 members 
Entering Unmasked Estep 
Score: -14297455.000000 Penalty: 1154.066406
	Iteration 380F: 3 clusters Score -1.429746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 318634 members 
Entering Unmasked Estep 
Score: -14297445.000000 Penalty: 1154.066406
	Iteration 381Q: 3 clusters Score -1.429744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 318668 members 
Entering Unmasked Estep 
Score: -14297434.000000 Penalty: 1154.066406
	Iteration 382Q: 3 clusters Score -1.429743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 318703 members 
Entering Unmasked Estep 
Score: -14297442.000000 Penalty: 1154.066406
	Iteration 383Q: 3 clusters Score -1.429744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 318731 members 
Entering Unmasked Estep 
Score: -14297457.000000 Penalty: 1154.066406
	Iteration 384Q: 3 clusters Score -1.429746e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 318755 members 
Entering Unmasked Estep 
Score: -14297442.000000 Penalty: 1154.066406
	Iteration 385Q: 3 clusters Score -1.429744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 318788 members 
Entering Unmasked Estep 
Score: -14297443.000000 Penalty: 1154.066406
	Iteration 386Q: 3 clusters Score -1.429744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 318823 members 
Entering Unmasked Estep 
Score: -14297433.000000 Penalty: 1154.066406
	Iteration 387Q: 3 clusters Score -1.429743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 318850 members 
Entering Unmasked Estep 
Score: -14297423.000000 Penalty: 1154.066406
	Iteration 388Q: 3 clusters Score -1.429742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 318876 members 
Entering Unmasked Estep 
Score: -14297410.000000 Penalty: 1154.066406
	Iteration 389Q: 3 clusters Score -1.429741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 318907 members 
Entering Unmasked Estep 
Score: -14297405.000000 Penalty: 1154.066406
	Iteration 390Q: 3 clusters Score -1.42974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 318932 members 
Entering Unmasked Estep 
Score: -14297404.000000 Penalty: 1154.066406
	Iteration 391Q: 3 clusters Score -1.42974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 318946 members 
Entering Unmasked Estep 
Score: -14297411.000000 Penalty: 1154.066406
	Iteration 392Q: 3 clusters Score -1.429741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 318962 members 
Entering Unmasked Estep 
Score: -14297419.000000 Penalty: 1154.066406
	Iteration 393Q: 3 clusters Score -1.429742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 318969 members 
Entering Unmasked Estep 
Score: -14297421.000000 Penalty: 1154.066406
	Iteration 394Q: 3 clusters Score -1.429742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 318984 members 
Entering Unmasked Estep 
Score: -14297399.000000 Penalty: 1154.066406
	Iteration 395Q: 3 clusters Score -1.42974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 319007 members 
Entering Unmasked Estep 
Score: -14297412.000000 Penalty: 1154.066406
	Iteration 396Q: 3 clusters Score -1.429741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 319018 members 
Entering Unmasked Estep 
Score: -14297412.000000 Penalty: 1154.066406
	Iteration 397Q: 3 clusters Score -1.429741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 319042 members 
Entering Unmasked Estep 
Score: -14297409.000000 Penalty: 1154.066406
	Iteration 398Q: 3 clusters Score -1.429741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 319044 members 
Entering Unmasked Estep 
Score: -14297426.000000 Penalty: 1154.066406
	Iteration 399Q: 3 clusters Score -1.429743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 319058 members 
Entering Unmasked Estep 
Score: -14297401.000000 Penalty: 1154.066406
	Iteration 400F: 3 clusters Score -1.42974e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 319073 members 
Entering Unmasked Estep 
Score: -14297396.000000 Penalty: 1154.066406
	Iteration 401Q: 3 clusters Score -1.42974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 319085 members 
Entering Unmasked Estep 
Score: -14297368.000000 Penalty: 1154.066406
	Iteration 402Q: 3 clusters Score -1.429737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 319097 members 
Entering Unmasked Estep 
Score: -14297363.000000 Penalty: 1154.066406
	Iteration 403Q: 3 clusters Score -1.429736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 319112 members 
Entering Unmasked Estep 
Score: -14297355.000000 Penalty: 1154.066406
	Iteration 404Q: 3 clusters Score -1.429736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 319136 members 
Entering Unmasked Estep 
Score: -14297353.000000 Penalty: 1154.066406
	Iteration 405Q: 3 clusters Score -1.429735e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 319164 members 
Entering Unmasked Estep 
Score: -14297360.000000 Penalty: 1154.066406
	Iteration 406Q: 3 clusters Score -1.429736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 319167 members 
Entering Unmasked Estep 
Score: -14297372.000000 Penalty: 1154.066406
	Iteration 407Q: 3 clusters Score -1.429737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 319183 members 
Entering Unmasked Estep 
Score: -14297375.000000 Penalty: 1154.066406
	Iteration 408Q: 3 clusters Score -1.429738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 319199 members 
Entering Unmasked Estep 
Score: -14297369.000000 Penalty: 1154.066406
	Iteration 409Q: 3 clusters Score -1.429737e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 319214 members 
Entering Unmasked Estep 
Score: -14297354.000000 Penalty: 1154.066406
	Iteration 410Q: 3 clusters Score -1.429735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 319222 members 
Entering Unmasked Estep 
Score: -14297361.000000 Penalty: 1154.066406
	Iteration 411Q: 3 clusters Score -1.429736e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 319226 members 
Entering Unmasked Estep 
Score: -14297347.000000 Penalty: 1154.066406
	Iteration 412Q: 3 clusters Score -1.429735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 319233 members 
Entering Unmasked Estep 
Score: -14297330.000000 Penalty: 1154.066406
	Iteration 413Q: 3 clusters Score -1.429733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 319237 members 
Entering Unmasked Estep 
Score: -14297338.000000 Penalty: 1154.066406
	Iteration 414Q: 3 clusters Score -1.429734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 319230 members 
Entering Unmasked Estep 
Score: -14297347.000000 Penalty: 1154.066406
	Iteration 415Q: 3 clusters Score -1.429735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 319231 members 
Entering Unmasked Estep 
Score: -14297341.000000 Penalty: 1154.066406
	Iteration 416Q: 3 clusters Score -1.429734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 319251 members 
Entering Unmasked Estep 
Score: -14297348.000000 Penalty: 1154.066406
	Iteration 417Q: 3 clusters Score -1.429735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 319255 members 
Entering Unmasked Estep 
Score: -14297345.000000 Penalty: 1154.066406
	Iteration 418Q: 3 clusters Score -1.429734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 319257 members 
Entering Unmasked Estep 
Score: -14297339.000000 Penalty: 1154.066406
	Iteration 419Q: 3 clusters Score -1.429734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 319264 members 
Entering Unmasked Estep 
Score: -14297332.000000 Penalty: 1154.066406
	Iteration 420F: 3 clusters Score -1.429733e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 319268 members 
Entering Unmasked Estep 
Score: -14297352.000000 Penalty: 1154.066406
	Iteration 421Q: 3 clusters Score -1.429735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 319286 members 
Entering Unmasked Estep 
Score: -14297369.000000 Penalty: 1154.066406
	Iteration 422Q: 3 clusters Score -1.429737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 319298 members 
Entering Unmasked Estep 
Score: -14297350.000000 Penalty: 1154.066406
	Iteration 423Q: 3 clusters Score -1.429735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 319316 members 
Entering Unmasked Estep 
Score: -14297341.000000 Penalty: 1154.066406
	Iteration 424Q: 3 clusters Score -1.429734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 319338 members 
Entering Unmasked Estep 
Score: -14297337.000000 Penalty: 1154.066406
	Iteration 425Q: 3 clusters Score -1.429734e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 319351 members 
Entering Unmasked Estep 
Score: -14297345.000000 Penalty: 1154.066406
	Iteration 426Q: 3 clusters Score -1.429734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 319375 members 
Entering Unmasked Estep 
Score: -14297338.000000 Penalty: 1154.066406
	Iteration 427Q: 3 clusters Score -1.429734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 319402 members 
Entering Unmasked Estep 
Score: -14297342.000000 Penalty: 1154.066406
	Iteration 428Q: 3 clusters Score -1.429734e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 319419 members 
Entering Unmasked Estep 
Score: -14297331.000000 Penalty: 1154.066406
	Iteration 429Q: 3 clusters Score -1.429733e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 319437 members 
Entering Unmasked Estep 
Score: -14297315.000000 Penalty: 1154.066406
	Iteration 430Q: 3 clusters Score -1.429732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 319444 members 
Entering Unmasked Estep 
Score: -14297332.000000 Penalty: 1154.066406
	Iteration 431Q: 3 clusters Score -1.429733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 319462 members 
Entering Unmasked Estep 
Score: -14297334.000000 Penalty: 1154.066406
	Iteration 432Q: 3 clusters Score -1.429733e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 319484 members 
Entering Unmasked Estep 
Score: -14297343.000000 Penalty: 1154.066406
	Iteration 433Q: 3 clusters Score -1.429734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 319498 members 
Entering Unmasked Estep 
Score: -14297334.000000 Penalty: 1154.066406
	Iteration 434Q: 3 clusters Score -1.429733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 319513 members 
Entering Unmasked Estep 
Score: -14297324.000000 Penalty: 1154.066406
	Iteration 435Q: 3 clusters Score -1.429732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 319514 members 
Entering Unmasked Estep 
Score: -14297314.000000 Penalty: 1154.066406
	Iteration 436Q: 3 clusters Score -1.429731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 319523 members 
Entering Unmasked Estep 
Score: -14297297.000000 Penalty: 1154.066406
	Iteration 437Q: 3 clusters Score -1.42973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 319540 members 
Entering Unmasked Estep 
Score: -14297294.000000 Penalty: 1154.066406
	Iteration 438Q: 3 clusters Score -1.429729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -14297310.000000 Penalty: 1154.066406
	Iteration 439Q: 3 clusters Score -1.429731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 319561 members 
Entering Unmasked Estep 
Score: -14297298.000000 Penalty: 1154.066406
	Iteration 440F: 3 clusters Score -1.42973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 319564 members 
Entering Unmasked Estep 
Score: -14297306.000000 Penalty: 1154.066406
	Iteration 441Q: 3 clusters Score -1.429731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 319569 members 
Entering Unmasked Estep 
Score: -14297319.000000 Penalty: 1154.066406
	Iteration 442Q: 3 clusters Score -1.429732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 319568 members 
Entering Unmasked Estep 
Score: -14297304.000000 Penalty: 1154.066406
	Iteration 443Q: 3 clusters Score -1.42973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 319562 members 
Entering Unmasked Estep 
Score: -14297316.000000 Penalty: 1154.066406
	Iteration 444Q: 3 clusters Score -1.429732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 319540 members 
Entering Unmasked Estep 
Score: -14297311.000000 Penalty: 1154.066406
	Iteration 445Q: 3 clusters Score -1.429731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 319530 members 
Entering Unmasked Estep 
Score: -14297321.000000 Penalty: 1154.066406
	Iteration 446Q: 3 clusters Score -1.429732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 319526 members 
Entering Unmasked Estep 
Score: -14297312.000000 Penalty: 1154.066406
	Iteration 447Q: 3 clusters Score -1.429731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 319537 members 
Entering Unmasked Estep 
Score: -14297331.000000 Penalty: 1154.066406
	Iteration 448Q: 3 clusters Score -1.429733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 319541 members 
Entering Unmasked Estep 
Score: -14297325.000000 Penalty: 1154.066406
	Iteration 449Q: 3 clusters Score -1.429732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 319543 members 
Entering Unmasked Estep 
Score: -14297335.000000 Penalty: 1154.066406
	Iteration 450Q: 3 clusters Score -1.429734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -14297333.000000 Penalty: 1154.066406
	Iteration 451Q: 3 clusters Score -1.429733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -14297335.000000 Penalty: 1154.066406
	Iteration 452Q: 3 clusters Score -1.429734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 319543 members 
Entering Unmasked Estep 
Score: -14297333.000000 Penalty: 1154.066406
	Iteration 453Q: 3 clusters Score -1.429733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 319535 members 
Entering Unmasked Estep 
Score: -14297349.000000 Penalty: 1154.066406
	Iteration 454Q: 3 clusters Score -1.429735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 319531 members 
Entering Unmasked Estep 
Score: -14297347.000000 Penalty: 1154.066406
	Iteration 455Q: 3 clusters Score -1.429735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 319539 members 
Entering Unmasked Estep 
Score: -14297347.000000 Penalty: 1154.066406
	Iteration 456Q: 3 clusters Score -1.429735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 319545 members 
Entering Unmasked Estep 
Score: -14297336.000000 Penalty: 1154.066406
	Iteration 457Q: 3 clusters Score -1.429734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 319557 members 
Entering Unmasked Estep 
Score: -14297330.000000 Penalty: 1154.066406
	Iteration 458Q: 3 clusters Score -1.429733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 319575 members 
Entering Unmasked Estep 
Score: -14297327.000000 Penalty: 1154.066406
	Iteration 459Q: 3 clusters Score -1.429733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 319584 members 
Entering Unmasked Estep 
Score: -14297305.000000 Penalty: 1154.066406
	Iteration 460F: 3 clusters Score -1.42973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 319598 members 
Entering Unmasked Estep 
Score: -14297290.000000 Penalty: 1154.066406
	Iteration 461Q: 3 clusters Score -1.429729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 319621 members 
Entering Unmasked Estep 
Score: -14297307.000000 Penalty: 1154.066406
	Iteration 462Q: 3 clusters Score -1.429731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 319637 members 
Entering Unmasked Estep 
Score: -14297309.000000 Penalty: 1154.066406
	Iteration 463Q: 3 clusters Score -1.429731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 319650 members 
Entering Unmasked Estep 
Score: -14297307.000000 Penalty: 1154.066406
	Iteration 464Q: 3 clusters Score -1.429731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 319659 members 
Entering Unmasked Estep 
Score: -14297294.000000 Penalty: 1154.066406
	Iteration 465Q: 3 clusters Score -1.429729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 319670 members 
Entering Unmasked Estep 
Score: -14297297.000000 Penalty: 1154.066406
	Iteration 466Q: 3 clusters Score -1.42973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 319686 members 
Entering Unmasked Estep 
Score: -14297306.000000 Penalty: 1154.066406
	Iteration 467Q: 3 clusters Score -1.429731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 319689 members 
Entering Unmasked Estep 
Score: -14297310.000000 Penalty: 1154.066406
	Iteration 468Q: 3 clusters Score -1.429731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 319700 members 
Entering Unmasked Estep 
Score: -14297295.000000 Penalty: 1154.066406
	Iteration 469Q: 3 clusters Score -1.42973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 319707 members 
Entering Unmasked Estep 
Score: -14297295.000000 Penalty: 1154.066406
	Iteration 470Q: 3 clusters Score -1.42973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 319712 members 
Entering Unmasked Estep 
Score: -14297278.000000 Penalty: 1154.066406
	Iteration 471Q: 3 clusters Score -1.429728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 319730 members 
Entering Unmasked Estep 
Score: -14297274.000000 Penalty: 1154.066406
	Iteration 472Q: 3 clusters Score -1.429727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 319735 members 
Entering Unmasked Estep 
Score: -14297283.000000 Penalty: 1154.066406
	Iteration 473Q: 3 clusters Score -1.429728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 319750 members 
Entering Unmasked Estep 
Score: -14297262.000000 Penalty: 1154.066406
	Iteration 474Q: 3 clusters Score -1.429726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 319765 members 
Entering Unmasked Estep 
Score: -14297261.000000 Penalty: 1154.066406
	Iteration 475Q: 3 clusters Score -1.429726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 319770 members 
Entering Unmasked Estep 
Score: -14297266.000000 Penalty: 1154.066406
	Iteration 476Q: 3 clusters Score -1.429727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 319782 members 
Entering Unmasked Estep 
Score: -14297259.000000 Penalty: 1154.066406
	Iteration 477Q: 3 clusters Score -1.429726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 319787 members 
Entering Unmasked Estep 
Score: -14297255.000000 Penalty: 1154.066406
	Iteration 478Q: 3 clusters Score -1.429726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 319792 members 
Entering Unmasked Estep 
Score: -14297259.000000 Penalty: 1154.066406
	Iteration 479Q: 3 clusters Score -1.429726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 319789 members 
Entering Unmasked Estep 
Score: -14297256.000000 Penalty: 1154.066406
	Iteration 480F: 3 clusters Score -1.429726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 319793 members 
Entering Unmasked Estep 
Score: -14297261.000000 Penalty: 1154.066406
	Iteration 481Q: 3 clusters Score -1.429726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 319795 members 
Entering Unmasked Estep 
Score: -14297263.000000 Penalty: 1154.066406
	Iteration 482Q: 3 clusters Score -1.429726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 319799 members 
Entering Unmasked Estep 
Score: -14297256.000000 Penalty: 1154.066406
	Iteration 483Q: 3 clusters Score -1.429726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 319803 members 
Entering Unmasked Estep 
Score: -14297272.000000 Penalty: 1154.066406
	Iteration 484Q: 3 clusters Score -1.429727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 319811 members 
Entering Unmasked Estep 
Score: -14297274.000000 Penalty: 1154.066406
	Iteration 485Q: 3 clusters Score -1.429727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 319818 members 
Entering Unmasked Estep 
Score: -14297268.000000 Penalty: 1154.066406
	Iteration 486Q: 3 clusters Score -1.429727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 319825 members 
Entering Unmasked Estep 
Score: -14297267.000000 Penalty: 1154.066406
	Iteration 487Q: 3 clusters Score -1.429727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 319832 members 
Entering Unmasked Estep 
Score: -14297258.000000 Penalty: 1154.066406
	Iteration 488Q: 3 clusters Score -1.429726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 319839 members 
Entering Unmasked Estep 
Score: -14297250.000000 Penalty: 1154.066406
	Iteration 489Q: 3 clusters Score -1.429725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 319850 members 
Entering Unmasked Estep 
Score: -14297246.000000 Penalty: 1154.066406
	Iteration 490Q: 3 clusters Score -1.429725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 319857 members 
Entering Unmasked Estep 
Score: -14297243.000000 Penalty: 1154.066406
	Iteration 491Q: 3 clusters Score -1.429724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 319862 members 
Entering Unmasked Estep 
Score: -14297249.000000 Penalty: 1154.066406
	Iteration 492Q: 3 clusters Score -1.429725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 319870 members 
Entering Unmasked Estep 
Score: -14297256.000000 Penalty: 1154.066406
	Iteration 493Q: 3 clusters Score -1.429726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 319875 members 
Entering Unmasked Estep 
Score: -14297249.000000 Penalty: 1154.066406
	Iteration 494Q: 3 clusters Score -1.429725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 319874 members 
Entering Unmasked Estep 
Score: -14297253.000000 Penalty: 1154.066406
	Iteration 495Q: 3 clusters Score -1.429725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 319885 members 
Entering Unmasked Estep 
Score: -14297252.000000 Penalty: 1154.066406
	Iteration 496Q: 3 clusters Score -1.429725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 319891 members 
Entering Unmasked Estep 
Score: -14297250.000000 Penalty: 1154.066406
	Iteration 497Q: 3 clusters Score -1.429725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 319896 members 
Entering Unmasked Estep 
Score: -14297250.000000 Penalty: 1154.066406
	Iteration 498Q: 3 clusters Score -1.429725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 319897 members 
Entering Unmasked Estep 
Score: -14297236.000000 Penalty: 1154.066406
	Iteration 499Q: 3 clusters Score -1.429724e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 319904 members 
Entering Unmasked Estep 
Score: -14297245.000000 Penalty: 1154.066406
	Iteration 500F: 3 clusters Score -1.429724e+07 nChanged 29
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (9702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Entering Unmasked Estep 
Score: -421561.468750 Penalty: 417.693970
	Iteration 0F: 2 clusters Score -421561.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -415012.406250 Penalty: 835.387939
	Iteration 0F: 3 clusters Score -415012.4 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -417826.718750 Penalty: 835.387939
	Iteration 1F: 3 clusters Score -417826.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -418181.625000 Penalty: 835.387939
	Iteration 2F: 3 clusters Score -418181.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -418743.500000 Penalty: 835.387939
	Iteration 3F: 3 clusters Score -418743.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -419400.875000 Penalty: 835.387939
	Iteration 4F: 3 clusters Score -419400.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -420071.562500 Penalty: 835.387939
	Iteration 5F: 3 clusters Score -420071.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -420564.343750 Penalty: 835.387939
	Iteration 6F: 3 clusters Score -420564.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -420823.093750 Penalty: 835.387939
	Iteration 7Q: 3 clusters Score -420823.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -420954.125000 Penalty: 835.387939
	Iteration 8Q: 3 clusters Score -420954.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -421057.968750 Penalty: 835.387939
	Iteration 9Q: 3 clusters Score -421058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -421143.625000 Penalty: 835.387939
	Iteration 10Q: 3 clusters Score -421143.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -421200.593750 Penalty: 835.387939
	Iteration 11Q: 3 clusters Score -421200.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -421237.593750 Penalty: 835.387939
	Iteration 12Q: 3 clusters Score -421237.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -421260.781250 Penalty: 835.387939
	Iteration 13Q: 3 clusters Score -421260.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -421278.250000 Penalty: 835.387939
	Iteration 14Q: 3 clusters Score -421278.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -421297.750000 Penalty: 835.387939
	Iteration 15Q: 3 clusters Score -421297.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -421315.843750 Penalty: 835.387939
	Iteration 16Q: 3 clusters Score -421315.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -421334.812500 Penalty: 835.387939
	Iteration 17Q: 3 clusters Score -421334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -421346.812500 Penalty: 835.387939
	Iteration 18Q: 3 clusters Score -421346.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -421354.593750 Penalty: 835.387939
	Iteration 19Q: 3 clusters Score -421354.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -421364.125000 Penalty: 835.387939
	Iteration 20F: 3 clusters Score -421364.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -421370.125000 Penalty: 835.387939
	Iteration 21Q: 3 clusters Score -421370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -421372.437500 Penalty: 835.387939
	Iteration 22Q: 3 clusters Score -421372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -421376.062500 Penalty: 835.387939
	Iteration 23Q: 3 clusters Score -421376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -421379.406250 Penalty: 835.387939
	Iteration 24Q: 3 clusters Score -421379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -421380.937500 Penalty: 835.387939
	Iteration 25Q: 3 clusters Score -421380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -421383.968750 Penalty: 835.387939
	Iteration 26Q: 3 clusters Score -421384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -421385.062500 Penalty: 835.387939
	Iteration 27Q: 3 clusters Score -421385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -421385.406250 Penalty: 835.387939
	Iteration 28Q: 3 clusters Score -421385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -421386.187500 Penalty: 835.387939
	Iteration 29Q: 3 clusters Score -421386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -421387.218750 Penalty: 835.387939
	Iteration 30Q: 3 clusters Score -421387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -421386.875000 Penalty: 835.387939
	Iteration 31Q: 3 clusters Score -421386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -421386.937500 Penalty: 835.387939
	Iteration 32Q: 3 clusters Score -421386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -421387.468750 Penalty: 835.387939
	Iteration 33Q: 3 clusters Score -421387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -421387.468750 Penalty: 835.387939
	Iteration 34F: 3 clusters Score -421387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Entering Unmasked Estep 
Score: -2049989.875000 Penalty: 489.038055
	Iteration 0F: 2 clusters Score -2049990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2018777.750000 Penalty: 978.076111
	Iteration 0F: 3 clusters Score -2018778 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2032452.875000 Penalty: 978.076111
	Iteration 1F: 3 clusters Score -2032453 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2033073.000000 Penalty: 978.076111
	Iteration 2Q: 3 clusters Score -2033073 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -2034082.875000 Penalty: 978.076111
	Iteration 3Q: 3 clusters Score -2034083 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2035573.750000 Penalty: 978.076111
	Iteration 4F: 3 clusters Score -2035574 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2037623.500000 Penalty: 978.076111
	Iteration 5F: 3 clusters Score -2037624 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2039645.000000 Penalty: 978.076111
	Iteration 6F: 3 clusters Score -2039645 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -2040832.000000 Penalty: 978.076111
	Iteration 7F: 3 clusters Score -2040832 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2041292.500000 Penalty: 978.076111
	Iteration 8Q: 3 clusters Score -2041292 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2041513.750000 Penalty: 978.076111
	Iteration 9Q: 3 clusters Score -2041514 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2041701.250000 Penalty: 978.076111
	Iteration 10Q: 3 clusters Score -2041701 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -2041921.250000 Penalty: 978.076111
	Iteration 11Q: 3 clusters Score -2041921 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -2042179.625000 Penalty: 978.076111
	Iteration 12Q: 3 clusters Score -2042180 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -2042517.625000 Penalty: 978.076111
	Iteration 13Q: 3 clusters Score -2042518 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2042982.125000 Penalty: 978.076111
	Iteration 14Q: 3 clusters Score -2042982 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -2043582.500000 Penalty: 978.076111
	Iteration 15Q: 3 clusters Score -2043582 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -2044424.375000 Penalty: 978.076111
	Iteration 16Q: 3 clusters Score -2044424 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -2045505.750000 Penalty: 978.076111
	Iteration 17Q: 3 clusters Score -2045506 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2046741.125000 Penalty: 978.076111
	Iteration 18Q: 3 clusters Score -2046741 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -2047937.875000 Penalty: 978.076111
	Iteration 19Q: 3 clusters Score -2047938 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -2048900.125000 Penalty: 978.076111
	Iteration 20F: 3 clusters Score -2048900 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -2049473.500000 Penalty: 978.076111
	Iteration 21Q: 3 clusters Score -2049474 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -2049773.250000 Penalty: 978.076111
	Iteration 22Q: 3 clusters Score -2049773 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -2049906.875000 Penalty: 978.076111
	Iteration 23Q: 3 clusters Score -2049907 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2049967.875000 Penalty: 978.076111
	Iteration 24Q: 3 clusters Score -2049968 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -2049975.000000 Penalty: 978.076111
	Iteration 25Q: 3 clusters Score -2049975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -2049995.375000 Penalty: 978.076111
	Iteration 26Q: 3 clusters Score -2049995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -2050003.250000 Penalty: 978.076111
	Iteration 27Q: 3 clusters Score -2050003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2050007.750000 Penalty: 978.076111
	Iteration 28Q: 3 clusters Score -2050008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -2050008.875000 Penalty: 978.076111
	Iteration 29Q: 3 clusters Score -2050009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -2050010.250000 Penalty: 978.076111
	Iteration 30Q: 3 clusters Score -2050010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -2050014.875000 Penalty: 978.076111
	Iteration 31Q: 3 clusters Score -2050015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -2050009.250000 Penalty: 978.076111
	Iteration 32Q: 3 clusters Score -2050009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -2050013.000000 Penalty: 978.076111
	Iteration 33Q: 3 clusters Score -2050013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -2050009.250000 Penalty: 978.076111
	Iteration 34Q: 3 clusters Score -2050009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -2050012.375000 Penalty: 978.076111
	Iteration 35Q: 3 clusters Score -2050012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -2050012.500000 Penalty: 978.076111
	Iteration 36Q: 3 clusters Score -2050012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -2050007.875000 Penalty: 978.076111
	Iteration 37Q: 3 clusters Score -2050008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -2050007.500000 Penalty: 978.076111
	Iteration 38Q: 3 clusters Score -2050008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -2050011.250000 Penalty: 978.076111
	Iteration 39Q: 3 clusters Score -2050011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -2050006.875000 Penalty: 978.076111
	Iteration 40F: 3 clusters Score -2050007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -2050001.375000 Penalty: 978.076111
	Iteration 41Q: 3 clusters Score -2050001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -2050001.125000 Penalty: 978.076111
	Iteration 42Q: 3 clusters Score -2050001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2050007.625000 Penalty: 978.076111
	Iteration 43Q: 3 clusters Score -2050008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -2050005.000000 Penalty: 978.076111
	Iteration 44Q: 3 clusters Score -2050005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -2050005.500000 Penalty: 978.076111
	Iteration 45Q: 3 clusters Score -2050006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -2050006.125000 Penalty: 978.076111
	Iteration 46Q: 3 clusters Score -2050006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -2050003.125000 Penalty: 978.076111
	Iteration 47Q: 3 clusters Score -2050003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -2050006.000000 Penalty: 978.076111
	Iteration 48Q: 3 clusters Score -2050006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -2050004.375000 Penalty: 978.076111
	Iteration 49Q: 3 clusters Score -2050004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -2050006.750000 Penalty: 978.076111
	Iteration 50Q: 3 clusters Score -2050007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -2050008.500000 Penalty: 978.076111
	Iteration 51Q: 3 clusters Score -2050008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -2050008.000000 Penalty: 978.076111
	Iteration 52Q: 3 clusters Score -2050008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -2050005.625000 Penalty: 978.076111
	Iteration 53Q: 3 clusters Score -2050006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -2050007.000000 Penalty: 978.076111
	Iteration 54Q: 3 clusters Score -2050007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -2050005.125000 Penalty: 978.076111
	Iteration 55Q: 3 clusters Score -2050005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -2050003.750000 Penalty: 978.076111
	Iteration 56Q: 3 clusters Score -2050004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -2050005.375000 Penalty: 978.076111
	Iteration 57Q: 3 clusters Score -2050005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -2050004.375000 Penalty: 978.076111
	Iteration 58Q: 3 clusters Score -2050004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -2050002.375000 Penalty: 978.076111
	Iteration 59Q: 3 clusters Score -2050002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -2050004.500000 Penalty: 978.076111
	Iteration 60F: 3 clusters Score -2050004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -2050003.250000 Penalty: 978.076111
	Iteration 61Q: 3 clusters Score -2050003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -2050003.500000 Penalty: 978.076111
	Iteration 62Q: 3 clusters Score -2050004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2050000.125000 Penalty: 978.076111
	Iteration 63Q: 3 clusters Score -2050000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -2050002.500000 Penalty: 978.076111
	Iteration 64Q: 3 clusters Score -2050002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -2050002.625000 Penalty: 978.076111
	Iteration 65Q: 3 clusters Score -2050003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -2050004.875000 Penalty: 978.076111
	Iteration 66Q: 3 clusters Score -2050005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -2049995.500000 Penalty: 978.076111
	Iteration 67Q: 3 clusters Score -2049996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -2049996.000000 Penalty: 978.076111
	Iteration 68Q: 3 clusters Score -2049996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -2049995.625000 Penalty: 978.076111
	Iteration 69Q: 3 clusters Score -2049996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2049994.875000 Penalty: 978.076111
	Iteration 70Q: 3 clusters Score -2049995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -2049997.875000 Penalty: 978.076111
	Iteration 71Q: 3 clusters Score -2049998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -2049995.875000 Penalty: 978.076111
	Iteration 72Q: 3 clusters Score -2049996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -2049996.125000 Penalty: 978.076111
	Iteration 73Q: 3 clusters Score -2049996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -2049994.375000 Penalty: 978.076111
	Iteration 74Q: 3 clusters Score -2049994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -2049995.750000 Penalty: 978.076111
	Iteration 75Q: 3 clusters Score -2049996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -2049995.125000 Penalty: 978.076111
	Iteration 76Q: 3 clusters Score -2049995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -2049992.625000 Penalty: 978.076111
	Iteration 77Q: 3 clusters Score -2049993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -2049992.250000 Penalty: 978.076111
	Iteration 78Q: 3 clusters Score -2049992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -2049992.500000 Penalty: 978.076111
	Iteration 79Q: 3 clusters Score -2049992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -2049992.750000 Penalty: 978.076111
	Iteration 80F: 3 clusters Score -2049993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -2049992.125000 Penalty: 978.076111
	Iteration 81Q: 3 clusters Score -2049992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -2049993.875000 Penalty: 978.076111
	Iteration 82Q: 3 clusters Score -2049994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -2049993.375000 Penalty: 978.076111
	Iteration 83Q: 3 clusters Score -2049993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -2049994.500000 Penalty: 978.076111
	Iteration 84Q: 3 clusters Score -2049994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -2049995.625000 Penalty: 978.076111
	Iteration 85Q: 3 clusters Score -2049996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -2049994.625000 Penalty: 978.076111
	Iteration 86Q: 3 clusters Score -2049995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -2049994.625000 Penalty: 978.076111
	Iteration 87F: 3 clusters Score -2049995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63891 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 231985 members 
Mstep: Class 7 contains 20803 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 80078 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 321917 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 97606 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 104725 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 40022 members 
Mstep: Class 22 contains 33319 members 
Entering Unmasked Estep 
Score: -46938296.000000 Penalty: 13939.103516
Splitting cluster 14 changes total score from -46938540.000000 to -46938296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (97606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Entering Unmasked Estep 
Score: -4381564.000000 Penalty: 522.735596
	Iteration 0F: 2 clusters Score -4381564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -4315449.500000 Penalty: 1045.471191
	Iteration 0F: 3 clusters Score -4315450 nChanged 47795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -4344792.000000 Penalty: 1045.471191
	Iteration 1F: 3 clusters Score -4344792 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -4347009.000000 Penalty: 1045.471191
	Iteration 2Q: 3 clusters Score -4347009 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -4351318.500000 Penalty: 1045.471191
	Iteration 3F: 3 clusters Score -4351318 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -4358460.500000 Penalty: 1045.471191
	Iteration 4F: 3 clusters Score -4358460 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -4367168.500000 Penalty: 1045.471191
	Iteration 5F: 3 clusters Score -4367168 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -4374660.000000 Penalty: 1045.471191
	Iteration 6F: 3 clusters Score -4374660 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -4378849.000000 Penalty: 1045.471191
	Iteration 7Q: 3 clusters Score -4378849 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -4380423.000000 Penalty: 1045.471191
	Iteration 8Q: 3 clusters Score -4380423 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -4380871.500000 Penalty: 1045.471191
	Iteration 9Q: 3 clusters Score -4380872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 97468 members 
Entering Unmasked Estep 
Score: -4381006.500000 Penalty: 1045.471191
	Iteration 10Q: 3 clusters Score -4381006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -4381057.500000 Penalty: 1045.471191
	Iteration 11Q: 3 clusters Score -4381058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -4381078.000000 Penalty: 1045.471191
	Iteration 12Q: 3 clusters Score -4381078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -4381084.000000 Penalty: 1045.471191
	Iteration 13Q: 3 clusters Score -4381084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -4381089.000000 Penalty: 1045.471191
	Iteration 14Q: 3 clusters Score -4381089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -4381096.500000 Penalty: 1045.471191
	Iteration 15Q: 3 clusters Score -4381096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -4381097.500000 Penalty: 1045.471191
	Iteration 16Q: 3 clusters Score -4381098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -4381108.000000 Penalty: 1045.471191
	Iteration 17Q: 3 clusters Score -4381108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -4381106.500000 Penalty: 1045.471191
	Iteration 18Q: 3 clusters Score -4381106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -4381109.500000 Penalty: 1045.471191
	Iteration 19Q: 3 clusters Score -4381110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -4381109.500000 Penalty: 1045.471191
	Iteration 20F: 3 clusters Score -4381110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -35062.019531 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -35062.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34342.347656 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -34342.35 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34548.136719 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -34548.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34581.738281 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -34581.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -34607.683594 Penalty: 614.880859
	Iteration 3Q: 3 clusters Score -34607.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34629.222656 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -34629.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34646.882812 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -34646.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34667.023438 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -34667.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34699.238281 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -34699.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34723.886719 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -34723.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34738.070312 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -34738.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34746.152344 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -34746.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34755.593750 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -34755.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34761.062500 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -34761.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34766.917969 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -34766.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34770.324219 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -34770.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34775.339844 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -34775.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34776.648438 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -34776.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34777.578125 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -34777.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34778.890625 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -34778.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34779.746094 Penalty: 614.880859
	Iteration 19Q: 3 clusters Score -34779.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34779.835938 Penalty: 614.880859
	Iteration 20F: 3 clusters Score -34779.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34780.023438 Penalty: 614.880859
	Iteration 21Q: 3 clusters Score -34780.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34780.023438 Penalty: 614.880859
	Iteration 22F: 3 clusters Score -34780.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (104725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Entering Unmasked Estep 
Score: -4681241.500000 Penalty: 525.938782
	Iteration 0F: 2 clusters Score -4681242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -4610130.500000 Penalty: 1051.877563
	Iteration 0F: 3 clusters Score -4610130 nChanged 51292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -4642149.000000 Penalty: 1051.877563
	Iteration 1F: 3 clusters Score -4642149 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -4644709.500000 Penalty: 1051.877563
	Iteration 2F: 3 clusters Score -4644710 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -4649097.500000 Penalty: 1051.877563
	Iteration 3F: 3 clusters Score -4649098 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -4655459.500000 Penalty: 1051.877563
	Iteration 4F: 3 clusters Score -4655460 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -4662139.000000 Penalty: 1051.877563
	Iteration 5F: 3 clusters Score -4662139 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -4666399.000000 Penalty: 1051.877563
	Iteration 6F: 3 clusters Score -4666399 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -4668610.000000 Penalty: 1051.877563
	Iteration 7Q: 3 clusters Score -4668610 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -4670172.500000 Penalty: 1051.877563
	Iteration 8Q: 3 clusters Score -4670172 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -4671666.500000 Penalty: 1051.877563
	Iteration 9Q: 3 clusters Score -4671666 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -4673066.000000 Penalty: 1051.877563
	Iteration 10Q: 3 clusters Score -4673066 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -4674282.500000 Penalty: 1051.877563
	Iteration 11Q: 3 clusters Score -4674282 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -4675374.000000 Penalty: 1051.877563
	Iteration 12Q: 3 clusters Score -4675374 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -4676367.000000 Penalty: 1051.877563
	Iteration 13Q: 3 clusters Score -4676367 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -4677254.000000 Penalty: 1051.877563
	Iteration 14Q: 3 clusters Score -4677254 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -4678046.000000 Penalty: 1051.877563
	Iteration 15Q: 3 clusters Score -4678046 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -4678711.500000 Penalty: 1051.877563
	Iteration 16Q: 3 clusters Score -4678712 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -4679280.500000 Penalty: 1051.877563
	Iteration 17Q: 3 clusters Score -4679280 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -4679675.500000 Penalty: 1051.877563
	Iteration 18Q: 3 clusters Score -4679676 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -4679901.000000 Penalty: 1051.877563
	Iteration 19Q: 3 clusters Score -4679901 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -4680181.500000 Penalty: 1051.877563
	Iteration 20F: 3 clusters Score -4680182 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -4680342.000000 Penalty: 1051.877563
	Iteration 21Q: 3 clusters Score -4680342 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -4680430.500000 Penalty: 1051.877563
	Iteration 22Q: 3 clusters Score -4680430 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -4680484.500000 Penalty: 1051.877563
	Iteration 23Q: 3 clusters Score -4680484 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -4680498.500000 Penalty: 1051.877563
	Iteration 24Q: 3 clusters Score -4680498 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -4680497.000000 Penalty: 1051.877563
	Iteration 25Q: 3 clusters Score -4680497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -4680509.500000 Penalty: 1051.877563
	Iteration 26Q: 3 clusters Score -4680510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -4680509.000000 Penalty: 1051.877563
	Iteration 27Q: 3 clusters Score -4680509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -4680498.500000 Penalty: 1051.877563
	Iteration 28Q: 3 clusters Score -4680498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -4680500.000000 Penalty: 1051.877563
	Iteration 29Q: 3 clusters Score -4680500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -4680499.000000 Penalty: 1051.877563
	Iteration 30Q: 3 clusters Score -4680499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -4680494.500000 Penalty: 1051.877563
	Iteration 31Q: 3 clusters Score -4680494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -4680500.500000 Penalty: 1051.877563
	Iteration 32Q: 3 clusters Score -4680500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -4680490.500000 Penalty: 1051.877563
	Iteration 33Q: 3 clusters Score -4680490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -4680492.500000 Penalty: 1051.877563
	Iteration 34Q: 3 clusters Score -4680492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -4680496.500000 Penalty: 1051.877563
	Iteration 35Q: 3 clusters Score -4680496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -4680499.000000 Penalty: 1051.877563
	Iteration 36Q: 3 clusters Score -4680499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -4680499.000000 Penalty: 1051.877563
	Iteration 37Q: 3 clusters Score -4680499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -4680502.000000 Penalty: 1051.877563
	Iteration 38Q: 3 clusters Score -4680502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -4680505.500000 Penalty: 1051.877563
	Iteration 39Q: 3 clusters Score -4680506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -4680504.000000 Penalty: 1051.877563
	Iteration 40F: 3 clusters Score -4680504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -4680504.000000 Penalty: 1051.877563
	Iteration 41Q: 3 clusters Score -4680504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -4680505.500000 Penalty: 1051.877563
	Iteration 42Q: 3 clusters Score -4680506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -4680505.000000 Penalty: 1051.877563
	Iteration 43Q: 3 clusters Score -4680505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -4680501.500000 Penalty: 1051.877563
	Iteration 44Q: 3 clusters Score -4680502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -4680503.000000 Penalty: 1051.877563
	Iteration 45Q: 3 clusters Score -4680503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -4680501.000000 Penalty: 1051.877563
	Iteration 46Q: 3 clusters Score -4680501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -4680499.500000 Penalty: 1051.877563
	Iteration 47Q: 3 clusters Score -4680500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -4680500.000000 Penalty: 1051.877563
	Iteration 48Q: 3 clusters Score -4680500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -4680499.500000 Penalty: 1051.877563
	Iteration 49Q: 3 clusters Score -4680500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -4680497.500000 Penalty: 1051.877563
	Iteration 50Q: 3 clusters Score -4680498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -4680501.000000 Penalty: 1051.877563
	Iteration 51Q: 3 clusters Score -4680501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -4680499.500000 Penalty: 1051.877563
	Iteration 52Q: 3 clusters Score -4680500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -4680499.500000 Penalty: 1051.877563
	Iteration 53Q: 3 clusters Score -4680500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -4680494.000000 Penalty: 1051.877563
	Iteration 54Q: 3 clusters Score -4680494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -4680496.000000 Penalty: 1051.877563
	Iteration 55Q: 3 clusters Score -4680496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -4680495.500000 Penalty: 1051.877563
	Iteration 56Q: 3 clusters Score -4680496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -4680495.500000 Penalty: 1051.877563
	Iteration 57F: 3 clusters Score -4680496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Entering Unmasked Estep 
Score: -1227392.875000 Penalty: 465.662323
	Iteration 0F: 2 clusters Score -1227393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1208734.250000 Penalty: 931.324646
	Iteration 0F: 3 clusters Score -1208734 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1216584.125000 Penalty: 931.324646
	Iteration 1F: 3 clusters Score -1216584 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1217184.375000 Penalty: 931.324646
	Iteration 2Q: 3 clusters Score -1217184 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1218118.750000 Penalty: 931.324646
	Iteration 3F: 3 clusters Score -1218119 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1219429.125000 Penalty: 931.324646
	Iteration 4F: 3 clusters Score -1219429 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1221093.750000 Penalty: 931.324646
	Iteration 5F: 3 clusters Score -1221094 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -1222702.125000 Penalty: 931.324646
	Iteration 6F: 3 clusters Score -1222702 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -1223716.875000 Penalty: 931.324646
	Iteration 7Q: 3 clusters Score -1223717 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -1224356.875000 Penalty: 931.324646
	Iteration 8Q: 3 clusters Score -1224357 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -1224872.625000 Penalty: 931.324646
	Iteration 9Q: 3 clusters Score -1224873 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -1225330.750000 Penalty: 931.324646
	Iteration 10Q: 3 clusters Score -1225331 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -1225714.375000 Penalty: 931.324646
	Iteration 11Q: 3 clusters Score -1225714 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -1226054.500000 Penalty: 931.324646
	Iteration 12Q: 3 clusters Score -1226054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -1226314.250000 Penalty: 931.324646
	Iteration 13Q: 3 clusters Score -1226314 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -1226525.250000 Penalty: 931.324646
	Iteration 14Q: 3 clusters Score -1226525 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -1226695.250000 Penalty: 931.324646
	Iteration 15Q: 3 clusters Score -1226695 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -1226822.750000 Penalty: 931.324646
	Iteration 16Q: 3 clusters Score -1226823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -1226879.125000 Penalty: 931.324646
	Iteration 17Q: 3 clusters Score -1226879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -1226918.000000 Penalty: 931.324646
	Iteration 18Q: 3 clusters Score -1226918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1226931.625000 Penalty: 931.324646
	Iteration 19Q: 3 clusters Score -1226932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1226940.625000 Penalty: 931.324646
	Iteration 20F: 3 clusters Score -1226941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -1226949.750000 Penalty: 931.324646
	Iteration 21Q: 3 clusters Score -1226950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -1226953.000000 Penalty: 931.324646
	Iteration 22Q: 3 clusters Score -1226953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -1226953.750000 Penalty: 931.324646
	Iteration 23Q: 3 clusters Score -1226954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -1226955.500000 Penalty: 931.324646
	Iteration 24Q: 3 clusters Score -1226956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -1226955.500000 Penalty: 931.324646
	Iteration 25F: 3 clusters Score -1226956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -85972.703125 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -85972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -84457.515625 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -84457.52 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -84950.656250 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -84950.66 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -85060.304688 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -85060.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -85194.195312 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -85194.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -85325.093750 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -85325.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85434.828125 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -85434.83 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -85523.593750 Penalty: 693.439575
	Iteration 6F: 3 clusters Score -85523.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -85571.523438 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -85571.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -85605.570312 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -85605.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -85632.375000 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -85632.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85657.937500 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -85657.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85676.437500 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -85676.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85689.648438 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -85689.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85695.242188 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -85695.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -85700.367188 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -85700.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85705.406250 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -85705.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85708.976562 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -85708.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -85712.562500 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -85712.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85717.125000 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -85717.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85725.210938 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -85725.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85730.601562 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -85730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85733.359375 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -85733.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85735.445312 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -85735.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85738.453125 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -85738.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -85745.414062 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -85745.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -85751.968750 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -85751.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -85756.460938 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -85756.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -85759.109375 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -85759.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -85761.343750 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -85761.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -85763.601562 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -85763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -85765.804688 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -85765.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85769.703125 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -85769.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -85777.500000 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -85777.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -85796.437500 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -85796.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -85815.703125 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -85815.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -85834.398438 Penalty: 693.439575
	Iteration 35Q: 3 clusters Score -85834.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -85849.929688 Penalty: 693.439575
	Iteration 36Q: 3 clusters Score -85849.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -85859.968750 Penalty: 693.439575
	Iteration 37Q: 3 clusters Score -85859.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -85868.734375 Penalty: 693.439575
	Iteration 38Q: 3 clusters Score -85868.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -85873.703125 Penalty: 693.439575
	Iteration 39Q: 3 clusters Score -85873.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -85877.671875 Penalty: 693.439575
	Iteration 40F: 3 clusters Score -85877.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -85881.812500 Penalty: 693.439575
	Iteration 41Q: 3 clusters Score -85881.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -85884.398438 Penalty: 693.439575
	Iteration 42Q: 3 clusters Score -85884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -85888.515625 Penalty: 693.439575
	Iteration 43Q: 3 clusters Score -85888.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -85890.687500 Penalty: 693.439575
	Iteration 44Q: 3 clusters Score -85890.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -85891.281250 Penalty: 693.439575
	Iteration 45Q: 3 clusters Score -85891.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -85891.421875 Penalty: 693.439575
	Iteration 46Q: 3 clusters Score -85891.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -85891.601562 Penalty: 693.439575
	Iteration 47Q: 3 clusters Score -85891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85892.171875 Penalty: 693.439575
	Iteration 48Q: 3 clusters Score -85892.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -85892.187500 Penalty: 693.439575
	Iteration 49Q: 3 clusters Score -85892.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -85892.187500 Penalty: 693.439575
	Iteration 50F: 3 clusters Score -85892.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -87992.203125 Penalty: 343.626801
	Iteration 0F: 2 clusters Score -87992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -86618.687500 Penalty: 687.253601
	Iteration 0F: 3 clusters Score -86618.69 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -87120.226562 Penalty: 687.253601
	Iteration 1F: 3 clusters Score -87120.23 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -87255.398438 Penalty: 687.253601
	Iteration 2F: 3 clusters Score -87255.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -87365.453125 Penalty: 687.253601
	Iteration 3F: 3 clusters Score -87365.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -87454.429688 Penalty: 687.253601
	Iteration 4F: 3 clusters Score -87454.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -87535.687500 Penalty: 687.253601
	Iteration 5Q: 3 clusters Score -87535.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -87600.156250 Penalty: 687.253601
	Iteration 6Q: 3 clusters Score -87600.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -87636.703125 Penalty: 687.253601
	Iteration 7Q: 3 clusters Score -87636.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -87657.265625 Penalty: 687.253601
	Iteration 8Q: 3 clusters Score -87657.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -87668.296875 Penalty: 687.253601
	Iteration 9Q: 3 clusters Score -87668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -87671.968750 Penalty: 687.253601
	Iteration 10Q: 3 clusters Score -87671.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -87675.070312 Penalty: 687.253601
	Iteration 11Q: 3 clusters Score -87675.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -87679.625000 Penalty: 687.253601
	Iteration 12Q: 3 clusters Score -87679.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -87683.625000 Penalty: 687.253601
	Iteration 13Q: 3 clusters Score -87683.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -87686.703125 Penalty: 687.253601
	Iteration 14Q: 3 clusters Score -87686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -87688.343750 Penalty: 687.253601
	Iteration 15Q: 3 clusters Score -87688.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -87689.468750 Penalty: 687.253601
	Iteration 16Q: 3 clusters Score -87689.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -87689.742188 Penalty: 687.253601
	Iteration 17Q: 3 clusters Score -87689.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -87689.742188 Penalty: 687.253601
	Iteration 18F: 3 clusters Score -87689.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Entering Unmasked Estep 
Score: -1627517.875000 Penalty: 482.171875
	Iteration 0F: 2 clusters Score -1627518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -1600772.250000 Penalty: 964.343750
	Iteration 0F: 3 clusters Score -1600772 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1612270.500000 Penalty: 964.343750
	Iteration 1F: 3 clusters Score -1612270 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1612923.375000 Penalty: 964.343750
	Iteration 2Q: 3 clusters Score -1612923 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -1613969.375000 Penalty: 964.343750
	Iteration 3F: 3 clusters Score -1613969 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -1615731.000000 Penalty: 964.343750
	Iteration 4F: 3 clusters Score -1615731 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -1618138.875000 Penalty: 964.343750
	Iteration 5F: 3 clusters Score -1618139 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -1620917.000000 Penalty: 964.343750
	Iteration 6F: 3 clusters Score -1620917 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -1623267.375000 Penalty: 964.343750
	Iteration 7F: 3 clusters Score -1623267 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -1624678.125000 Penalty: 964.343750
	Iteration 8Q: 3 clusters Score -1624678 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -1625443.250000 Penalty: 964.343750
	Iteration 9Q: 3 clusters Score -1625443 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -1626006.500000 Penalty: 964.343750
	Iteration 10Q: 3 clusters Score -1626006 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -1626434.750000 Penalty: 964.343750
	Iteration 11Q: 3 clusters Score -1626435 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -1626688.750000 Penalty: 964.343750
	Iteration 12Q: 3 clusters Score -1626689 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -1626899.125000 Penalty: 964.343750
	Iteration 13Q: 3 clusters Score -1626899 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -1627036.125000 Penalty: 964.343750
	Iteration 14Q: 3 clusters Score -1627036 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -1627111.625000 Penalty: 964.343750
	Iteration 15Q: 3 clusters Score -1627112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -1627171.375000 Penalty: 964.343750
	Iteration 16Q: 3 clusters Score -1627171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -1627225.875000 Penalty: 964.343750
	Iteration 17Q: 3 clusters Score -1627226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -1627254.000000 Penalty: 964.343750
	Iteration 18Q: 3 clusters Score -1627254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -1627280.625000 Penalty: 964.343750
	Iteration 19Q: 3 clusters Score -1627281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -1627297.125000 Penalty: 964.343750
	Iteration 20F: 3 clusters Score -1627297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -1627309.125000 Penalty: 964.343750
	Iteration 21Q: 3 clusters Score -1627309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -1627316.375000 Penalty: 964.343750
	Iteration 22Q: 3 clusters Score -1627316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -1627327.250000 Penalty: 964.343750
	Iteration 23Q: 3 clusters Score -1627327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -1627337.625000 Penalty: 964.343750
	Iteration 24Q: 3 clusters Score -1627338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -1627346.875000 Penalty: 964.343750
	Iteration 25Q: 3 clusters Score -1627347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -1627347.250000 Penalty: 964.343750
	Iteration 26Q: 3 clusters Score -1627347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -1627355.875000 Penalty: 964.343750
	Iteration 27Q: 3 clusters Score -1627356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -1627357.250000 Penalty: 964.343750
	Iteration 28Q: 3 clusters Score -1627357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -1627362.000000 Penalty: 964.343750
	Iteration 29Q: 3 clusters Score -1627362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -1627363.375000 Penalty: 964.343750
	Iteration 30Q: 3 clusters Score -1627363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -1627368.625000 Penalty: 964.343750
	Iteration 31Q: 3 clusters Score -1627369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -1627367.625000 Penalty: 964.343750
	Iteration 32Q: 3 clusters Score -1627368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -1627368.750000 Penalty: 964.343750
	Iteration 33Q: 3 clusters Score -1627369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -1627369.625000 Penalty: 964.343750
	Iteration 34Q: 3 clusters Score -1627370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -1627369.750000 Penalty: 964.343750
	Iteration 35Q: 3 clusters Score -1627370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -1627372.250000 Penalty: 964.343750
	Iteration 36Q: 3 clusters Score -1627372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -1627374.500000 Penalty: 964.343750
	Iteration 37Q: 3 clusters Score -1627374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -1627374.750000 Penalty: 964.343750
	Iteration 38Q: 3 clusters Score -1627375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -1627375.875000 Penalty: 964.343750
	Iteration 39Q: 3 clusters Score -1627376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -1627373.625000 Penalty: 964.343750
	Iteration 40F: 3 clusters Score -1627374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -1627375.000000 Penalty: 964.343750
	Iteration 41Q: 3 clusters Score -1627375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -1627375.250000 Penalty: 964.343750
	Iteration 42Q: 3 clusters Score -1627375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -1627375.250000 Penalty: 964.343750
	Iteration 43Q: 3 clusters Score -1627375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -1627375.500000 Penalty: 964.343750
	Iteration 44Q: 3 clusters Score -1627376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -1627376.750000 Penalty: 964.343750
	Iteration 45Q: 3 clusters Score -1627377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -1627376.750000 Penalty: 964.343750
	Iteration 46F: 3 clusters Score -1627377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63891 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 231985 members 
Mstep: Class 7 contains 20803 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 80078 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 321917 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 97606 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 104725 members 
Mstep: Class 18 contains 27843 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 40022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938488.000000 Penalty: 13305.507812
Iteration 479Q: 22 clusters Score -4.693849e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63828 members 
Mstep: Class 4 contains 10819 members 
Mstep: Class 5 contains 20497 members 
Mstep: Class 6 contains 232794 members 
Mstep: Class 7 contains 20761 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 79932 members 
Mstep: Class 10 contains 8864 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 322026 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 46516 members 
Mstep: Class 15 contains 97420 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 104327 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 40018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938456.000000 Penalty: 13305.507812
Iteration 480F: 22 clusters Score -4.693846e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63748 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 5 contains 20505 members 
Mstep: Class 6 contains 233653 members 
Mstep: Class 7 contains 20723 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79791 members 
Mstep: Class 10 contains 8855 members 
Mstep: Class 11 contains 20725 members 
Mstep: Class 12 contains 322161 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 97254 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 103926 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 40026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938484.000000 Penalty: 13305.507812
Iteration 481Q: 22 clusters Score -4.693848e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63660 members 
Mstep: Class 4 contains 10607 members 
Mstep: Class 5 contains 20513 members 
Mstep: Class 6 contains 234558 members 
Mstep: Class 7 contains 20685 members 
Mstep: Class 8 contains 1142 members 
Mstep: Class 9 contains 79653 members 
Mstep: Class 10 contains 8846 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 322224 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 46456 members 
Mstep: Class 15 contains 97052 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 103498 members 
Mstep: Class 18 contains 27850 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 40035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938352.000000 Penalty: 13305.507812
Iteration 482Q: 22 clusters Score -4.693835e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63585 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 20523 members 
Mstep: Class 6 contains 235488 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79518 members 
Mstep: Class 10 contains 8839 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 322326 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 46393 members 
Mstep: Class 15 contains 96875 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 103049 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938584.000000 Penalty: 13305.507812
Iteration 483Q: 22 clusters Score -4.693858e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63492 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 20530 members 
Mstep: Class 6 contains 236424 members 
Mstep: Class 7 contains 20626 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79396 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 20752 members 
Mstep: Class 12 contains 322362 members 
Mstep: Class 13 contains 9731 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 15 contains 96645 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 102649 members 
Mstep: Class 18 contains 27859 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 40053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938636.000000 Penalty: 13305.507812
Iteration 484Q: 22 clusters Score -4.693864e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63412 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 20536 members 
Mstep: Class 6 contains 237373 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79306 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 322350 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 96433 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 102290 members 
Mstep: Class 18 contains 27856 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1877 members 
Mstep: Class 21 contains 40064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938572.000000 Penalty: 13305.507812
Iteration 485Q: 22 clusters Score -4.693857e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63306 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 20539 members 
Mstep: Class 6 contains 238243 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79230 members 
Mstep: Class 10 contains 8832 members 
Mstep: Class 11 contains 20775 members 
Mstep: Class 12 contains 322366 members 
Mstep: Class 13 contains 9737 members 
Mstep: Class 14 contains 46207 members 
Mstep: Class 15 contains 96190 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 101934 members 
Mstep: Class 18 contains 27866 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 40072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938464.000000 Penalty: 13305.507812
Iteration 486Q: 22 clusters Score -4.693846e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63213 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 20544 members 
Mstep: Class 6 contains 239122 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 79115 members 
Mstep: Class 10 contains 8827 members 
Mstep: Class 11 contains 20785 members 
Mstep: Class 12 contains 322416 members 
Mstep: Class 13 contains 9733 members 
Mstep: Class 14 contains 46155 members 
Mstep: Class 15 contains 96006 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 101551 members 
Mstep: Class 18 contains 27876 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 1889 members 
Mstep: Class 21 contains 40080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938348.000000 Penalty: 13305.507812
Iteration 487Q: 22 clusters Score -4.693835e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63138 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 240006 members 
Mstep: Class 7 contains 20483 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 78995 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 322405 members 
Mstep: Class 13 contains 9732 members 
Mstep: Class 14 contains 46106 members 
Mstep: Class 15 contains 95802 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 101178 members 
Mstep: Class 18 contains 27887 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 40083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938260.000000 Penalty: 13305.507812
Iteration 488Q: 22 clusters Score -4.693826e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 63067 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 240991 members 
Mstep: Class 7 contains 20456 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 78838 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 20797 members 
Mstep: Class 12 contains 322340 members 
Mstep: Class 13 contains 9734 members 
Mstep: Class 14 contains 46073 members 
Mstep: Class 15 contains 95639 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 100807 members 
Mstep: Class 18 contains 27898 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 40083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938144.000000 Penalty: 13305.507812
Iteration 489Q: 22 clusters Score -4.693814e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62990 members 
Mstep: Class 4 contains 9948 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 241951 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 78712 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 20797 members 
Mstep: Class 12 contains 322290 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 46044 members 
Mstep: Class 15 contains 95466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 100414 members 
Mstep: Class 18 contains 27904 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 40091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938116.000000 Penalty: 13305.507812
Iteration 490Q: 22 clusters Score -4.693812e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62909 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 242921 members 
Mstep: Class 7 contains 20384 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 78550 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 322208 members 
Mstep: Class 13 contains 9742 members 
Mstep: Class 14 contains 46021 members 
Mstep: Class 15 contains 95401 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 100041 members 
Mstep: Class 18 contains 27915 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938020.000000 Penalty: 13305.507812
Iteration 491Q: 22 clusters Score -4.693802e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62826 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 20543 members 
Mstep: Class 6 contains 243852 members 
Mstep: Class 7 contains 20349 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 78390 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 322138 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 46009 members 
Mstep: Class 15 contains 95308 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 99694 members 
Mstep: Class 18 contains 27924 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 40107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937972.000000 Penalty: 13305.507812
Iteration 492Q: 22 clusters Score -4.693797e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62734 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 20542 members 
Mstep: Class 6 contains 244814 members 
Mstep: Class 7 contains 20309 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 78237 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 11 contains 20797 members 
Mstep: Class 12 contains 322059 members 
Mstep: Class 13 contains 9761 members 
Mstep: Class 14 contains 45994 members 
Mstep: Class 15 contains 95205 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 99394 members 
Mstep: Class 18 contains 27925 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 40112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938008.000000 Penalty: 13305.507812
Iteration 493Q: 22 clusters Score -4.693801e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62651 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 20540 members 
Mstep: Class 6 contains 245721 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 78095 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 20780 members 
Mstep: Class 12 contains 321984 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 45975 members 
Mstep: Class 15 contains 95126 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 99107 members 
Mstep: Class 18 contains 27923 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 40115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937936.000000 Penalty: 13305.507812
Iteration 494Q: 22 clusters Score -4.693794e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62552 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 20540 members 
Mstep: Class 6 contains 246640 members 
Mstep: Class 7 contains 20240 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 77963 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 20771 members 
Mstep: Class 12 contains 321921 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 45956 members 
Mstep: Class 15 contains 95027 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 98829 members 
Mstep: Class 18 contains 27925 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937992.000000 Penalty: 13305.507812
Iteration 495Q: 22 clusters Score -4.693799e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62443 members 
Mstep: Class 4 contains 8921 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 247568 members 
Mstep: Class 7 contains 20213 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 77856 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 321812 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 45930 members 
Mstep: Class 15 contains 94917 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 98572 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938020.000000 Penalty: 13305.507812
Iteration 496Q: 22 clusters Score -4.693802e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62349 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 248474 members 
Mstep: Class 7 contains 20198 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 77727 members 
Mstep: Class 10 contains 8760 members 
Mstep: Class 11 contains 20771 members 
Mstep: Class 12 contains 321704 members 
Mstep: Class 13 contains 9780 members 
Mstep: Class 14 contains 45896 members 
Mstep: Class 15 contains 94860 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 98303 members 
Mstep: Class 18 contains 27939 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938012.000000 Penalty: 13305.507812
Iteration 497Q: 22 clusters Score -4.693801e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62251 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 249428 members 
Mstep: Class 7 contains 20178 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 77570 members 
Mstep: Class 10 contains 8749 members 
Mstep: Class 11 contains 20771 members 
Mstep: Class 12 contains 321548 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 45875 members 
Mstep: Class 15 contains 94867 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 98062 members 
Mstep: Class 18 contains 27956 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 40104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937784.000000 Penalty: 13305.507812
Iteration 498Q: 22 clusters Score -4.693778e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62167 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 250351 members 
Mstep: Class 7 contains 20154 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 77405 members 
Mstep: Class 10 contains 8740 members 
Mstep: Class 11 contains 20773 members 
Mstep: Class 12 contains 321421 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 45864 members 
Mstep: Class 15 contains 94895 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 97779 members 
Mstep: Class 18 contains 27965 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937616.000000 Penalty: 13305.507812
Iteration 499Q: 22 clusters Score -4.693762e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 62080 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 251240 members 
Mstep: Class 7 contains 20129 members 
Mstep: Class 8 contains 1140 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 8729 members 
Mstep: Class 11 contains 20773 members 
Mstep: Class 12 contains 321321 members 
Mstep: Class 13 contains 9794 members 
Mstep: Class 14 contains 45847 members 
Mstep: Class 15 contains 94933 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 97511 members 
Mstep: Class 18 contains 27971 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 40112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937728.000000 Penalty: 13305.507812
Iteration 500F: 22 clusters Score -4.693773e+07 nChanged 1991
Maximum iterations exceeded
22->22 Clusters: Score -46937728.000000, best is -46957668.000000

Starting from 23 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 50782 members 
Mstep: Class 3 contains 50788 members 
Mstep: Class 4 contains 50603 members 
Mstep: Class 5 contains 50577 members 
Mstep: Class 6 contains 50697 members 
Mstep: Class 7 contains 50748 members 
Mstep: Class 8 contains 50719 members 
Mstep: Class 9 contains 50674 members 
Mstep: Class 10 contains 50781 members 
Mstep: Class 11 contains 50658 members 
Mstep: Class 12 contains 50399 members 
Mstep: Class 13 contains 50716 members 
Mstep: Class 14 contains 50624 members 
Mstep: Class 15 contains 50691 members 
Mstep: Class 16 contains 50828 members 
Mstep: Class 17 contains 50910 members 
Mstep: Class 18 contains 50728 members 
Mstep: Class 19 contains 50842 members 
Mstep: Class 20 contains 50923 members 
Mstep: Class 21 contains 50677 members 
Mstep: Class 22 contains 50503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 180.360565 but Gain 633.595703
Score: -43712076.000000 Penalty: 13305.507812
Iteration 0F: 22 clusters Score -4.371208e+07 nChanged 1064100
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 33245 members 
Mstep: Class 3 contains 21501 members 
Mstep: Class 4 contains 51294 members 
Mstep: Class 5 contains 68561 members 
Mstep: Class 6 contains 95947 members 
Mstep: Class 7 contains 55154 members 
Mstep: Class 8 contains 23632 members 
Mstep: Class 9 contains 110942 members 
Mstep: Class 10 contains 101019 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 28047 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 15 contains 31856 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 115148 members 
Mstep: Class 18 contains 51525 members 
Mstep: Class 19 contains 39131 members 
Mstep: Class 20 contains 42755 members 
Mstep: Class 21 contains 138691 members 
Mstep: Class 22 contains 28856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45658248.000000 Penalty: 13305.507812
Iteration 1F: 22 clusters Score -4.565825e+07 nChanged 334133
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25205 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 38302 members 
Mstep: Class 5 contains 62518 members 
Mstep: Class 6 contains 97197 members 
Mstep: Class 7 contains 51473 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 124156 members 
Mstep: Class 10 contains 116313 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 26981 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 15 contains 19351 members 
Mstep: Class 16 contains 22019 members 
Mstep: Class 17 contains 135382 members 
Mstep: Class 18 contains 46452 members 
Mstep: Class 19 contains 26804 members 
Mstep: Class 20 contains 41180 members 
Mstep: Class 21 contains 200673 members 
Mstep: Class 22 contains 19238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45938240.000000 Penalty: 13305.507812
Iteration 2F: 22 clusters Score -4.593824e+07 nChanged 226292
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18451 members 
Mstep: Class 3 contains 13220 members 
Mstep: Class 4 contains 26692 members 
Mstep: Class 5 contains 60525 members 
Mstep: Class 6 contains 96755 members 
Mstep: Class 7 contains 43443 members 
Mstep: Class 8 contains 10241 members 
Mstep: Class 9 contains 133794 members 
Mstep: Class 10 contains 127501 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 23442 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 15 contains 11606 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 157562 members 
Mstep: Class 18 contains 36447 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 34338 members 
Mstep: Class 21 contains 255844 members 
Mstep: Class 22 contains 16676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 628.338440 but Gain 633.595703
Score: -46123012.000000 Penalty: 12671.912109
Iteration 3F: 21 clusters Score -4.612301e+07 nChanged 184241
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 17749 members 
Mstep: Class 5 contains 61103 members 
Mstep: Class 6 contains 96941 members 
Mstep: Class 7 contains 33113 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 9 contains 137155 members 
Mstep: Class 10 contains 126901 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 19130 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 8134 members 
Mstep: Class 17 contains 178550 members 
Mstep: Class 18 contains 24403 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 24741 members 
Mstep: Class 21 contains 311976 members 
Mstep: Class 22 contains 18079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 521.259460 but Gain 633.595703
Score: -46255800.000000 Penalty: 12038.316406
Iteration 4F: 20 clusters Score -4.62558e+07 nChanged 158017
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 63822 members 
Mstep: Class 6 contains 97067 members 
Mstep: Class 7 contains 24388 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 133369 members 
Mstep: Class 10 contains 113848 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 196892 members 
Mstep: Class 18 contains 14251 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 16457 members 
Mstep: Class 21 contains 364635 members 
Mstep: Class 22 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46340136.000000 Penalty: 12038.316406
Iteration 5F: 20 clusters Score -4.634014e+07 nChanged 138047
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 10249 members 
Mstep: Class 5 contains 68633 members 
Mstep: Class 6 contains 96906 members 
Mstep: Class 7 contains 18257 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 125600 members 
Mstep: Class 10 contains 92952 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 13738 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 216985 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 11066 members 
Mstep: Class 21 contains 401605 members 
Mstep: Class 22 contains 21809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46395588.000000 Penalty: 12038.316406
Iteration 6F: 20 clusters Score -4.639559e+07 nChanged 123905
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 10074 members 
Mstep: Class 5 contains 75158 members 
Mstep: Class 6 contains 98553 members 
Mstep: Class 7 contains 14181 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 115995 members 
Mstep: Class 10 contains 71580 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 242090 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 417604 members 
Mstep: Class 22 contains 23149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46452428.000000 Penalty: 12038.316406
Iteration 7F: 20 clusters Score -4.645243e+07 nChanged 120752
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 10791 members 
Mstep: Class 5 contains 82071 members 
Mstep: Class 6 contains 102738 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 104396 members 
Mstep: Class 10 contains 53503 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 275132 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 413920 members 
Mstep: Class 22 contains 24328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 460.395081 but Gain 633.594727
Score: -46523020.000000 Penalty: 11404.721680
Iteration 8F: 19 clusters Score -4.652302e+07 nChanged 123896
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 89258 members 
Mstep: Class 6 contains 108749 members 
Mstep: Class 7 contains 8446 members 
Mstep: Class 9 contains 90703 members 
Mstep: Class 10 contains 38824 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 316046 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 3001 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 395779 members 
Mstep: Class 22 contains 25487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46596300.000000 Penalty: 11404.721680
Iteration 9F: 19 clusters Score -4.65963e+07 nChanged 112838
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 94798 members 
Mstep: Class 6 contains 112264 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 9 contains 79228 members 
Mstep: Class 10 contains 32863 members 
Mstep: Class 11 contains 5364 members 
Mstep: Class 12 contains 9522 members 
Mstep: Class 15 contains 861 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 372205 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 351757 members 
Mstep: Class 22 contains 26711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 378.100372 but Gain 633.595703
Score: -46645972.000000 Penalty: 10771.125977
Iteration 10F: 18 clusters Score -4.664597e+07 nChanged 139986
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 97939 members 
Mstep: Class 6 contains 112496 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 9 contains 72376 members 
Mstep: Class 10 contains 33667 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 451096 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 277304 members 
Mstep: Class 22 contains 27853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 218.383850 but Gain 633.595703
Score: -46627244.000000 Penalty: 10137.530273
Iteration 11F: 17 clusters Score -4.662724e+07 nChanged 136685
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 4 contains 13687 members 
Mstep: Class 5 contains 102297 members 
Mstep: Class 6 contains 114729 members 
Mstep: Class 7 contains 5231 members 
Mstep: Class 9 contains 70324 members 
Mstep: Class 10 contains 35295 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 17 contains 515844 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 205133 members 
Mstep: Class 22 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 285.023163 but Gain 633.595703
Score: -46611444.000000 Penalty: 9503.934570
Iteration 12F: 16 clusters Score -4.661144e+07 nChanged 98491
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 109571 members 
Mstep: Class 6 contains 120139 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 9 contains 70134 members 
Mstep: Class 10 contains 35185 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 9830 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 17 contains 543939 members 
Mstep: Class 19 contains 3090 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 162541 members 
Mstep: Class 22 contains 30609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46624088.000000 Penalty: 9503.934570
Iteration 13F: 16 clusters Score -4.662409e+07 nChanged 69146
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 117329 members 
Mstep: Class 6 contains 125648 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 9 contains 69845 members 
Mstep: Class 10 contains 34198 members 
Mstep: Class 11 contains 8505 members 
Mstep: Class 12 contains 9678 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 17 contains 548297 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 863 members 
Mstep: Class 21 contains 144709 members 
Mstep: Class 22 contains 31949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46639852.000000 Penalty: 9503.934570
Iteration 14F: 16 clusters Score -4.663985e+07 nChanged 52065
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 4 contains 14821 members 
Mstep: Class 5 contains 124720 members 
Mstep: Class 6 contains 130087 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 9 contains 69352 members 
Mstep: Class 10 contains 32926 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 17 contains 543955 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 138635 members 
Mstep: Class 22 contains 32982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 633.206299 but Gain 633.595703
Score: -46653580.000000 Penalty: 8870.338867
Iteration 15Q: 15 clusters Score -4.665358e+07 nChanged 41946
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 4 contains 14525 members 
Mstep: Class 5 contains 131761 members 
Mstep: Class 6 contains 133572 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 9 contains 68450 members 
Mstep: Class 10 contains 31725 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 17 contains 537069 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 21 contains 138153 members 
Mstep: Class 22 contains 33706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46664684.000000 Penalty: 8870.338867
Iteration 16Q: 15 clusters Score -4.666468e+07 nChanged 33825
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 4 contains 13974 members 
Mstep: Class 5 contains 138442 members 
Mstep: Class 6 contains 136362 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 9 contains 67059 members 
Mstep: Class 10 contains 30822 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 17 contains 528404 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 21 contains 140713 members 
Mstep: Class 22 contains 34190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46673840.000000 Penalty: 8870.338867
Iteration 17Q: 15 clusters Score -4.667384e+07 nChanged 28705
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 4 contains 13269 members 
Mstep: Class 5 contains 144680 members 
Mstep: Class 6 contains 138548 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 9 contains 65456 members 
Mstep: Class 10 contains 30055 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 17 contains 519154 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 21 contains 145296 members 
Mstep: Class 22 contains 34574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 581.341309 but Gain 633.595703
Score: -46682156.000000 Penalty: 8236.743164
Iteration 18Q: 14 clusters Score -4.668216e+07 nChanged 25725
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 4 contains 12425 members 
Mstep: Class 5 contains 150702 members 
Mstep: Class 6 contains 140330 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 63728 members 
Mstep: Class 10 contains 29489 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 17 contains 509408 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 21 contains 151434 members 
Mstep: Class 22 contains 34874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 589.406616 but Gain 633.595703
Score: -46690560.000000 Penalty: 7603.147461
Iteration 19Q: 13 clusters Score -4.669056e+07 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 156312 members 
Mstep: Class 6 contains 141637 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 9 contains 61717 members 
Mstep: Class 10 contains 29090 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 5738 members 
Mstep: Class 17 contains 499407 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 21 contains 158767 members 
Mstep: Class 22 contains 35136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46698428.000000 Penalty: 7603.147461
Iteration 20F: 13 clusters Score -4.669843e+07 nChanged 22522
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 161503 members 
Mstep: Class 6 contains 142535 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 9 contains 59543 members 
Mstep: Class 10 contains 28634 members 
Mstep: Class 11 contains 10796 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 17 contains 488990 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 21 contains 166857 members 
Mstep: Class 22 contains 35337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46704820.000000 Penalty: 7603.147461
Iteration 21Q: 13 clusters Score -4.670482e+07 nChanged 21897
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 166473 members 
Mstep: Class 6 contains 143164 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 9 contains 57292 members 
Mstep: Class 10 contains 28234 members 
Mstep: Class 11 contains 11021 members 
Mstep: Class 12 contains 4498 members 
Mstep: Class 17 contains 478357 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 21 contains 175611 members 
Mstep: Class 22 contains 35477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46711324.000000 Penalty: 7603.147461
Iteration 22Q: 13 clusters Score -4.671132e+07 nChanged 21259
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 171174 members 
Mstep: Class 6 contains 143391 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 9 contains 54959 members 
Mstep: Class 10 contains 27868 members 
Mstep: Class 11 contains 11128 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 17 contains 467783 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 21 contains 184939 members 
Mstep: Class 22 contains 35628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46718676.000000 Penalty: 7603.147461
Iteration 23Q: 13 clusters Score -4.671868e+07 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 175581 members 
Mstep: Class 6 contains 143316 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 9 contains 52581 members 
Mstep: Class 10 contains 27476 members 
Mstep: Class 11 contains 11218 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 17 contains 457016 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 21 contains 194950 members 
Mstep: Class 22 contains 35790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46725316.000000 Penalty: 7603.147461
Iteration 24Q: 13 clusters Score -4.672532e+07 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 179733 members 
Mstep: Class 6 contains 142955 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 50141 members 
Mstep: Class 10 contains 27036 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 17 contains 446068 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 21 contains 205740 members 
Mstep: Class 22 contains 35934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46732940.000000 Penalty: 7603.147461
Iteration 25Q: 13 clusters Score -4.673294e+07 nChanged 21644
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 9135 members 
Mstep: Class 5 contains 183541 members 
Mstep: Class 6 contains 142402 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 9 contains 47740 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 17 contains 434675 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 21 contains 217355 members 
Mstep: Class 22 contains 36099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46740960.000000 Penalty: 7603.147461
Iteration 26Q: 13 clusters Score -4.674096e+07 nChanged 22119
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 186993 members 
Mstep: Class 6 contains 141641 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 9 contains 45438 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 17 contains 423066 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 21 contains 229676 members 
Mstep: Class 22 contains 36276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46749280.000000 Penalty: 7603.147461
Iteration 27Q: 13 clusters Score -4.674928e+07 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 190127 members 
Mstep: Class 6 contains 140621 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 9 contains 43129 members 
Mstep: Class 10 contains 25381 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 17 contains 411135 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 21 contains 242881 members 
Mstep: Class 22 contains 36439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46757120.000000 Penalty: 7603.147461
Iteration 28Q: 13 clusters Score -4.675712e+07 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 192990 members 
Mstep: Class 6 contains 139395 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 9 contains 40929 members 
Mstep: Class 10 contains 24678 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 17 contains 398931 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 21 contains 256776 members 
Mstep: Class 22 contains 36603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46765376.000000 Penalty: 7603.147461
Iteration 29Q: 13 clusters Score -4.676538e+07 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 195407 members 
Mstep: Class 6 contains 137866 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 9 contains 38860 members 
Mstep: Class 10 contains 23985 members 
Mstep: Class 11 contains 11030 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 17 contains 386627 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 21 contains 271471 members 
Mstep: Class 22 contains 36736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46774344.000000 Penalty: 7603.147461
Iteration 30Q: 13 clusters Score -4.677434e+07 nChanged 23980
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 197356 members 
Mstep: Class 6 contains 136028 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 9 contains 36839 members 
Mstep: Class 10 contains 23256 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 17 contains 374387 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 21 contains 286803 members 
Mstep: Class 22 contains 36920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 498.791870 but Gain 633.595703
Score: -46783380.000000 Penalty: 6969.551758
Iteration 31Q: 12 clusters Score -4.678338e+07 nChanged 25003
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 199115 members 
Mstep: Class 6 contains 134097 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 9 contains 34963 members 
Mstep: Class 10 contains 22600 members 
Mstep: Class 11 contains 10222 members 
Mstep: Class 17 contains 361408 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 21 contains 303387 members 
Mstep: Class 22 contains 37085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46791564.000000 Penalty: 6969.551758
Iteration 32Q: 12 clusters Score -4.679156e+07 nChanged 28374
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 201822 members 
Mstep: Class 6 contains 132152 members 
Mstep: Class 7 contains 604 members 
Mstep: Class 9 contains 33250 members 
Mstep: Class 10 contains 22027 members 
Mstep: Class 11 contains 9405 members 
Mstep: Class 17 contains 345886 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 21 contains 321059 members 
Mstep: Class 22 contains 37195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46797072.000000 Penalty: 6969.551758
Iteration 33Q: 12 clusters Score -4.679707e+07 nChanged 31840
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 205858 members 
Mstep: Class 6 contains 130430 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 9 contains 31650 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 17 contains 328370 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 21 contains 339106 members 
Mstep: Class 22 contains 37363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 630.299133 but Gain 633.595703
Score: -46799852.000000 Penalty: 6335.956055
Iteration 34Q: 11 clusters Score -4.679985e+07 nChanged 33018
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 211299 members 
Mstep: Class 6 contains 129134 members 
Mstep: Class 9 contains 30185 members 
Mstep: Class 10 contains 21107 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 17 contains 311582 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 21 contains 354857 members 
Mstep: Class 22 contains 37567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46802700.000000 Penalty: 6335.956055
Iteration 35Q: 11 clusters Score -4.68027e+07 nChanged 31672
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 4 contains 10647 members 
Mstep: Class 5 contains 217540 members 
Mstep: Class 6 contains 128424 members 
Mstep: Class 9 contains 28774 members 
Mstep: Class 10 contains 20543 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 17 contains 298177 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 21 contains 365170 members 
Mstep: Class 22 contains 37751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46807408.000000 Penalty: 6335.956055
Iteration 36Q: 11 clusters Score -4.680741e+07 nChanged 31652
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 224025 members 
Mstep: Class 6 contains 127546 members 
Mstep: Class 9 contains 27310 members 
Mstep: Class 10 contains 19697 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 17 contains 290126 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 21 contains 370261 members 
Mstep: Class 22 contains 37832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46812936.000000 Penalty: 6335.956055
Iteration 37Q: 11 clusters Score -4.681294e+07 nChanged 31127
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 4 contains 11871 members 
Mstep: Class 5 contains 230588 members 
Mstep: Class 6 contains 126709 members 
Mstep: Class 9 contains 25839 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 17 contains 287927 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 21 contains 369371 members 
Mstep: Class 22 contains 37884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46817636.000000 Penalty: 6335.956055
Iteration 38Q: 11 clusters Score -4.681764e+07 nChanged 28227
Entering ConstructFrom: 
Score: -46817636.000000 Penalty: 6335.956055
Entering ConstructFrom: 
Trying to split cluster 4 (12523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Entering Unmasked Estep 
Score: -550486.750000 Penalty: 429.307129
	Iteration 0F: 2 clusters Score -550486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -542204.375000 Penalty: 858.614258
	Iteration 0F: 3 clusters Score -542204.4 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -545659.625000 Penalty: 858.614258
	Iteration 1F: 3 clusters Score -545659.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -545926.750000 Penalty: 858.614258
	Iteration 2Q: 3 clusters Score -545926.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -546291.500000 Penalty: 858.614258
	Iteration 3Q: 3 clusters Score -546291.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -546857.125000 Penalty: 858.614258
	Iteration 4F: 3 clusters Score -546857.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -547589.125000 Penalty: 858.614258
	Iteration 5F: 3 clusters Score -547589.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -548161.250000 Penalty: 858.614258
	Iteration 6F: 3 clusters Score -548161.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -548371.000000 Penalty: 858.614258
	Iteration 7Q: 3 clusters Score -548371 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -548460.375000 Penalty: 858.614258
	Iteration 8Q: 3 clusters Score -548460.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -548524.125000 Penalty: 858.614258
	Iteration 9Q: 3 clusters Score -548524.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -548571.437500 Penalty: 858.614258
	Iteration 10Q: 3 clusters Score -548571.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -548619.250000 Penalty: 858.614258
	Iteration 11Q: 3 clusters Score -548619.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -548663.000000 Penalty: 858.614258
	Iteration 12Q: 3 clusters Score -548663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -548712.812500 Penalty: 858.614258
	Iteration 13Q: 3 clusters Score -548712.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -548771.062500 Penalty: 858.614258
	Iteration 14Q: 3 clusters Score -548771.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -548834.562500 Penalty: 858.614258
	Iteration 15Q: 3 clusters Score -548834.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -548917.937500 Penalty: 858.614258
	Iteration 16Q: 3 clusters Score -548917.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -549031.062500 Penalty: 858.614258
	Iteration 17Q: 3 clusters Score -549031.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -549142.375000 Penalty: 858.614258
	Iteration 18Q: 3 clusters Score -549142.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -549261.750000 Penalty: 858.614258
	Iteration 19Q: 3 clusters Score -549261.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -549347.687500 Penalty: 858.614258
	Iteration 20F: 3 clusters Score -549347.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -549410.187500 Penalty: 858.614258
	Iteration 21Q: 3 clusters Score -549410.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -549460.187500 Penalty: 858.614258
	Iteration 22Q: 3 clusters Score -549460.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -549498.687500 Penalty: 858.614258
	Iteration 23Q: 3 clusters Score -549498.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -549546.312500 Penalty: 858.614258
	Iteration 24Q: 3 clusters Score -549546.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -549587.062500 Penalty: 858.614258
	Iteration 25Q: 3 clusters Score -549587.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -549634.187500 Penalty: 858.614258
	Iteration 26Q: 3 clusters Score -549634.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -549673.375000 Penalty: 858.614258
	Iteration 27Q: 3 clusters Score -549673.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -549704.187500 Penalty: 858.614258
	Iteration 28Q: 3 clusters Score -549704.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -549731.312500 Penalty: 858.614258
	Iteration 29Q: 3 clusters Score -549731.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -549747.750000 Penalty: 858.614258
	Iteration 30Q: 3 clusters Score -549747.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -549765.062500 Penalty: 858.614258
	Iteration 31Q: 3 clusters Score -549765.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -549777.250000 Penalty: 858.614258
	Iteration 32Q: 3 clusters Score -549777.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -549791.125000 Penalty: 858.614258
	Iteration 33Q: 3 clusters Score -549791.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -549801.062500 Penalty: 858.614258
	Iteration 34Q: 3 clusters Score -549801.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -549809.250000 Penalty: 858.614258
	Iteration 35Q: 3 clusters Score -549809.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -549818.250000 Penalty: 858.614258
	Iteration 36Q: 3 clusters Score -549818.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -549828.062500 Penalty: 858.614258
	Iteration 37Q: 3 clusters Score -549828.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -549838.875000 Penalty: 858.614258
	Iteration 38Q: 3 clusters Score -549838.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -549848.500000 Penalty: 858.614258
	Iteration 39Q: 3 clusters Score -549848.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -549856.437500 Penalty: 858.614258
	Iteration 40F: 3 clusters Score -549856.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -549865.125000 Penalty: 858.614258
	Iteration 41Q: 3 clusters Score -549865.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -549872.312500 Penalty: 858.614258
	Iteration 42Q: 3 clusters Score -549872.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -549881.062500 Penalty: 858.614258
	Iteration 43Q: 3 clusters Score -549881.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -549886.312500 Penalty: 858.614258
	Iteration 44Q: 3 clusters Score -549886.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -549895.312500 Penalty: 858.614258
	Iteration 45Q: 3 clusters Score -549895.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -549903.937500 Penalty: 858.614258
	Iteration 46Q: 3 clusters Score -549903.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -549910.187500 Penalty: 858.614258
	Iteration 47Q: 3 clusters Score -549910.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -549922.062500 Penalty: 858.614258
	Iteration 48Q: 3 clusters Score -549922.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -549931.375000 Penalty: 858.614258
	Iteration 49Q: 3 clusters Score -549931.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -549939.750000 Penalty: 858.614258
	Iteration 50Q: 3 clusters Score -549939.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -549950.812500 Penalty: 858.614258
	Iteration 51Q: 3 clusters Score -549950.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -549956.687500 Penalty: 858.614258
	Iteration 52Q: 3 clusters Score -549956.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -549964.562500 Penalty: 858.614258
	Iteration 53Q: 3 clusters Score -549964.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -549973.875000 Penalty: 858.614258
	Iteration 54Q: 3 clusters Score -549973.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -549990.000000 Penalty: 858.614258
	Iteration 55Q: 3 clusters Score -549990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -549998.812500 Penalty: 858.614258
	Iteration 56Q: 3 clusters Score -549998.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -550006.875000 Penalty: 858.614258
	Iteration 57Q: 3 clusters Score -550006.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -550015.812500 Penalty: 858.614258
	Iteration 58Q: 3 clusters Score -550015.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -550025.875000 Penalty: 858.614258
	Iteration 59Q: 3 clusters Score -550025.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -550035.750000 Penalty: 858.614258
	Iteration 60F: 3 clusters Score -550035.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -550040.937500 Penalty: 858.614258
	Iteration 61Q: 3 clusters Score -550040.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -550048.312500 Penalty: 858.614258
	Iteration 62Q: 3 clusters Score -550048.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -550054.875000 Penalty: 858.614258
	Iteration 63Q: 3 clusters Score -550054.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -550060.500000 Penalty: 858.614258
	Iteration 64Q: 3 clusters Score -550060.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -550069.625000 Penalty: 858.614258
	Iteration 65Q: 3 clusters Score -550069.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -550076.500000 Penalty: 858.614258
	Iteration 66Q: 3 clusters Score -550076.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -550079.125000 Penalty: 858.614258
	Iteration 67Q: 3 clusters Score -550079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -550083.625000 Penalty: 858.614258
	Iteration 68Q: 3 clusters Score -550083.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -550083.750000 Penalty: 858.614258
	Iteration 69Q: 3 clusters Score -550083.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -550087.625000 Penalty: 858.614258
	Iteration 70Q: 3 clusters Score -550087.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -550090.250000 Penalty: 858.614258
	Iteration 71Q: 3 clusters Score -550090.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -550093.687500 Penalty: 858.614258
	Iteration 72Q: 3 clusters Score -550093.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -550096.562500 Penalty: 858.614258
	Iteration 73Q: 3 clusters Score -550096.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -550099.937500 Penalty: 858.614258
	Iteration 74Q: 3 clusters Score -550099.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -550104.625000 Penalty: 858.614258
	Iteration 75Q: 3 clusters Score -550104.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -550106.312500 Penalty: 858.614258
	Iteration 76Q: 3 clusters Score -550106.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -550111.937500 Penalty: 858.614258
	Iteration 77Q: 3 clusters Score -550111.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -550117.625000 Penalty: 858.614258
	Iteration 78Q: 3 clusters Score -550117.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -550122.187500 Penalty: 858.614258
	Iteration 79Q: 3 clusters Score -550122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -550128.437500 Penalty: 858.614258
	Iteration 80F: 3 clusters Score -550128.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -550135.375000 Penalty: 858.614258
	Iteration 81Q: 3 clusters Score -550135.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -550139.875000 Penalty: 858.614258
	Iteration 82Q: 3 clusters Score -550139.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -550150.500000 Penalty: 858.614258
	Iteration 83Q: 3 clusters Score -550150.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -550157.625000 Penalty: 858.614258
	Iteration 84Q: 3 clusters Score -550157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -550164.437500 Penalty: 858.614258
	Iteration 85Q: 3 clusters Score -550164.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -550168.437500 Penalty: 858.614258
	Iteration 86Q: 3 clusters Score -550168.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -550173.875000 Penalty: 858.614258
	Iteration 87Q: 3 clusters Score -550173.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -550177.625000 Penalty: 858.614258
	Iteration 88Q: 3 clusters Score -550177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -550183.250000 Penalty: 858.614258
	Iteration 89Q: 3 clusters Score -550183.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -550187.625000 Penalty: 858.614258
	Iteration 90Q: 3 clusters Score -550187.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -550191.437500 Penalty: 858.614258
	Iteration 91Q: 3 clusters Score -550191.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -550195.062500 Penalty: 858.614258
	Iteration 92Q: 3 clusters Score -550195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -550199.562500 Penalty: 858.614258
	Iteration 93Q: 3 clusters Score -550199.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -550201.937500 Penalty: 858.614258
	Iteration 94Q: 3 clusters Score -550201.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -550206.687500 Penalty: 858.614258
	Iteration 95Q: 3 clusters Score -550206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -550210.437500 Penalty: 858.614258
	Iteration 96Q: 3 clusters Score -550210.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -550213.625000 Penalty: 858.614258
	Iteration 97Q: 3 clusters Score -550213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -550217.437500 Penalty: 858.614258
	Iteration 98Q: 3 clusters Score -550217.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -550218.500000 Penalty: 858.614258
	Iteration 99Q: 3 clusters Score -550218.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -550220.750000 Penalty: 858.614258
	Iteration 100F: 3 clusters Score -550220.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -550224.625000 Penalty: 858.614258
	Iteration 101Q: 3 clusters Score -550224.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -550227.937500 Penalty: 858.614258
	Iteration 102Q: 3 clusters Score -550227.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -550227.562500 Penalty: 858.614258
	Iteration 103Q: 3 clusters Score -550227.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -550228.437500 Penalty: 858.614258
	Iteration 104Q: 3 clusters Score -550228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -550229.937500 Penalty: 858.614258
	Iteration 105Q: 3 clusters Score -550229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -550232.062500 Penalty: 858.614258
	Iteration 106Q: 3 clusters Score -550232.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -550233.250000 Penalty: 858.614258
	Iteration 107Q: 3 clusters Score -550233.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -550234.937500 Penalty: 858.614258
	Iteration 108Q: 3 clusters Score -550234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -550237.812500 Penalty: 858.614258
	Iteration 109Q: 3 clusters Score -550237.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -550239.437500 Penalty: 858.614258
	Iteration 110Q: 3 clusters Score -550239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -550242.437500 Penalty: 858.614258
	Iteration 111Q: 3 clusters Score -550242.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -550245.312500 Penalty: 858.614258
	Iteration 112Q: 3 clusters Score -550245.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -550249.312500 Penalty: 858.614258
	Iteration 113Q: 3 clusters Score -550249.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -550253.437500 Penalty: 858.614258
	Iteration 114Q: 3 clusters Score -550253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -550257.562500 Penalty: 858.614258
	Iteration 115Q: 3 clusters Score -550257.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -550261.687500 Penalty: 858.614258
	Iteration 116Q: 3 clusters Score -550261.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -550263.562500 Penalty: 858.614258
	Iteration 117Q: 3 clusters Score -550263.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -550265.625000 Penalty: 858.614258
	Iteration 118Q: 3 clusters Score -550265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -550268.625000 Penalty: 858.614258
	Iteration 119Q: 3 clusters Score -550268.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -550271.562500 Penalty: 858.614258
	Iteration 120F: 3 clusters Score -550271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -550274.437500 Penalty: 858.614258
	Iteration 121Q: 3 clusters Score -550274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -550274.562500 Penalty: 858.614258
	Iteration 122Q: 3 clusters Score -550274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -550274.437500 Penalty: 858.614258
	Iteration 123Q: 3 clusters Score -550274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -550273.875000 Penalty: 858.614258
	Iteration 124Q: 3 clusters Score -550273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -550273.875000 Penalty: 858.614258
	Iteration 125F: 3 clusters Score -550273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (237019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237019 members 
Entering Unmasked Estep 
Score: -10160018.000000 Penalty: 563.103271
	Iteration 0F: 2 clusters Score -1.016002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -9998681.000000 Penalty: 1126.206543
	Iteration 0F: 3 clusters Score -9998681 nChanged 116663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 129081 members 
Entering Unmasked Estep 
Score: -10071505.000000 Penalty: 1126.206543
	Iteration 1F: 3 clusters Score -1.00715e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -10076094.000000 Penalty: 1126.206543
	Iteration 2Q: 3 clusters Score -1.007609e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 146206 members 
Entering Unmasked Estep 
Score: -10085152.000000 Penalty: 1126.206543
	Iteration 3F: 3 clusters Score -1.008515e+07 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 159049 members 
Entering Unmasked Estep 
Score: -10100438.000000 Penalty: 1126.206543
	Iteration 4F: 3 clusters Score -1.010044e+07 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -10119224.000000 Penalty: 1126.206543
	Iteration 5F: 3 clusters Score -1.011922e+07 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 188088 members 
Entering Unmasked Estep 
Score: -10134899.000000 Penalty: 1126.206543
	Iteration 6F: 3 clusters Score -1.01349e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 198527 members 
Entering Unmasked Estep 
Score: -10146445.000000 Penalty: 1126.206543
	Iteration 7F: 3 clusters Score -1.014644e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 205338 members 
Entering Unmasked Estep 
Score: -10154598.000000 Penalty: 1126.206543
	Iteration 8Q: 3 clusters Score -1.01546e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 209421 members 
Entering Unmasked Estep 
Score: -10159132.000000 Penalty: 1126.206543
	Iteration 9Q: 3 clusters Score -1.015913e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 212277 members 
Entering Unmasked Estep 
Score: -10161954.000000 Penalty: 1126.206543
	Iteration 10Q: 3 clusters Score -1.016195e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 214306 members 
Entering Unmasked Estep 
Score: -10163302.000000 Penalty: 1126.206543
	Iteration 11Q: 3 clusters Score -1.01633e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 215856 members 
Entering Unmasked Estep 
Score: -10164240.000000 Penalty: 1126.206543
	Iteration 12Q: 3 clusters Score -1.016424e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 217084 members 
Entering Unmasked Estep 
Score: -10164738.000000 Penalty: 1126.206543
	Iteration 13Q: 3 clusters Score -1.016474e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 218069 members 
Entering Unmasked Estep 
Score: -10165097.000000 Penalty: 1126.206543
	Iteration 14Q: 3 clusters Score -1.01651e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 218942 members 
Entering Unmasked Estep 
Score: -10165309.000000 Penalty: 1126.206543
	Iteration 15Q: 3 clusters Score -1.016531e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 219673 members 
Entering Unmasked Estep 
Score: -10165465.000000 Penalty: 1126.206543
	Iteration 16Q: 3 clusters Score -1.016546e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 220303 members 
Entering Unmasked Estep 
Score: -10165507.000000 Penalty: 1126.206543
	Iteration 17Q: 3 clusters Score -1.016551e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 220863 members 
Entering Unmasked Estep 
Score: -10165557.000000 Penalty: 1126.206543
	Iteration 18Q: 3 clusters Score -1.016556e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 221351 members 
Entering Unmasked Estep 
Score: -10165605.000000 Penalty: 1126.206543
	Iteration 19Q: 3 clusters Score -1.01656e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 221804 members 
Entering Unmasked Estep 
Score: -10165663.000000 Penalty: 1126.206543
	Iteration 20F: 3 clusters Score -1.016566e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 222218 members 
Entering Unmasked Estep 
Score: -10165698.000000 Penalty: 1126.206543
	Iteration 21Q: 3 clusters Score -1.01657e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -10165783.000000 Penalty: 1126.206543
	Iteration 22Q: 3 clusters Score -1.016578e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -10165854.000000 Penalty: 1126.206543
	Iteration 23Q: 3 clusters Score -1.016585e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 223289 members 
Entering Unmasked Estep 
Score: -10165846.000000 Penalty: 1126.206543
	Iteration 24Q: 3 clusters Score -1.016585e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 223553 members 
Entering Unmasked Estep 
Score: -10165842.000000 Penalty: 1126.206543
	Iteration 25Q: 3 clusters Score -1.016584e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 223790 members 
Entering Unmasked Estep 
Score: -10165847.000000 Penalty: 1126.206543
	Iteration 26Q: 3 clusters Score -1.016585e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 223985 members 
Entering Unmasked Estep 
Score: -10165891.000000 Penalty: 1126.206543
	Iteration 27Q: 3 clusters Score -1.016589e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 224155 members 
Entering Unmasked Estep 
Score: -10165881.000000 Penalty: 1126.206543
	Iteration 28Q: 3 clusters Score -1.016588e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 224306 members 
Entering Unmasked Estep 
Score: -10165900.000000 Penalty: 1126.206543
	Iteration 29Q: 3 clusters Score -1.01659e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 224462 members 
Entering Unmasked Estep 
Score: -10165920.000000 Penalty: 1126.206543
	Iteration 30Q: 3 clusters Score -1.016592e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 224596 members 
Entering Unmasked Estep 
Score: -10165884.000000 Penalty: 1126.206543
	Iteration 31Q: 3 clusters Score -1.016588e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 224703 members 
Entering Unmasked Estep 
Score: -10165859.000000 Penalty: 1126.206543
	Iteration 32Q: 3 clusters Score -1.016586e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 224800 members 
Entering Unmasked Estep 
Score: -10165842.000000 Penalty: 1126.206543
	Iteration 33Q: 3 clusters Score -1.016584e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 224887 members 
Entering Unmasked Estep 
Score: -10165851.000000 Penalty: 1126.206543
	Iteration 34Q: 3 clusters Score -1.016585e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -10165852.000000 Penalty: 1126.206543
	Iteration 35Q: 3 clusters Score -1.016585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 225011 members 
Entering Unmasked Estep 
Score: -10165848.000000 Penalty: 1126.206543
	Iteration 36Q: 3 clusters Score -1.016585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 225063 members 
Entering Unmasked Estep 
Score: -10165855.000000 Penalty: 1126.206543
	Iteration 37Q: 3 clusters Score -1.016586e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 225119 members 
Entering Unmasked Estep 
Score: -10165854.000000 Penalty: 1126.206543
	Iteration 38Q: 3 clusters Score -1.016585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 225178 members 
Entering Unmasked Estep 
Score: -10165857.000000 Penalty: 1126.206543
	Iteration 39Q: 3 clusters Score -1.016586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 225235 members 
Entering Unmasked Estep 
Score: -10165855.000000 Penalty: 1126.206543
	Iteration 40F: 3 clusters Score -1.016586e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 225298 members 
Entering Unmasked Estep 
Score: -10165855.000000 Penalty: 1126.206543
	Iteration 41Q: 3 clusters Score -1.016586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 225356 members 
Entering Unmasked Estep 
Score: -10165855.000000 Penalty: 1126.206543
	Iteration 42Q: 3 clusters Score -1.016586e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 225404 members 
Entering Unmasked Estep 
Score: -10165853.000000 Penalty: 1126.206543
	Iteration 43Q: 3 clusters Score -1.016585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 225443 members 
Entering Unmasked Estep 
Score: -10165850.000000 Penalty: 1126.206543
	Iteration 44Q: 3 clusters Score -1.016585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 225486 members 
Entering Unmasked Estep 
Score: -10165843.000000 Penalty: 1126.206543
	Iteration 45Q: 3 clusters Score -1.016584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 225518 members 
Entering Unmasked Estep 
Score: -10165827.000000 Penalty: 1126.206543
	Iteration 46Q: 3 clusters Score -1.016583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 225542 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 1126.206543
	Iteration 47Q: 3 clusters Score -1.016583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 225563 members 
Entering Unmasked Estep 
Score: -10165830.000000 Penalty: 1126.206543
	Iteration 48Q: 3 clusters Score -1.016583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 225581 members 
Entering Unmasked Estep 
Score: -10165838.000000 Penalty: 1126.206543
	Iteration 49Q: 3 clusters Score -1.016584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 225596 members 
Entering Unmasked Estep 
Score: -10165835.000000 Penalty: 1126.206543
	Iteration 50Q: 3 clusters Score -1.016584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 225609 members 
Entering Unmasked Estep 
Score: -10165835.000000 Penalty: 1126.206543
	Iteration 51Q: 3 clusters Score -1.016584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 225620 members 
Entering Unmasked Estep 
Score: -10165835.000000 Penalty: 1126.206543
	Iteration 52Q: 3 clusters Score -1.016584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 225633 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 1126.206543
	Iteration 53Q: 3 clusters Score -1.016583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 225648 members 
Entering Unmasked Estep 
Score: -10165825.000000 Penalty: 1126.206543
	Iteration 54Q: 3 clusters Score -1.016582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 225660 members 
Entering Unmasked Estep 
Score: -10165824.000000 Penalty: 1126.206543
	Iteration 55Q: 3 clusters Score -1.016582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 225675 members 
Entering Unmasked Estep 
Score: -10165822.000000 Penalty: 1126.206543
	Iteration 56Q: 3 clusters Score -1.016582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 225692 members 
Entering Unmasked Estep 
Score: -10165820.000000 Penalty: 1126.206543
	Iteration 57Q: 3 clusters Score -1.016582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 225708 members 
Entering Unmasked Estep 
Score: -10165817.000000 Penalty: 1126.206543
	Iteration 58Q: 3 clusters Score -1.016582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -10165816.000000 Penalty: 1126.206543
	Iteration 59Q: 3 clusters Score -1.016582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 225723 members 
Entering Unmasked Estep 
Score: -10165822.000000 Penalty: 1126.206543
	Iteration 60F: 3 clusters Score -1.016582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 225729 members 
Entering Unmasked Estep 
Score: -10165829.000000 Penalty: 1126.206543
	Iteration 61Q: 3 clusters Score -1.016583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 225734 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 1126.206543
	Iteration 62Q: 3 clusters Score -1.016583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -10165824.000000 Penalty: 1126.206543
	Iteration 63Q: 3 clusters Score -1.016582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 225743 members 
Entering Unmasked Estep 
Score: -10165823.000000 Penalty: 1126.206543
	Iteration 64Q: 3 clusters Score -1.016582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 225747 members 
Entering Unmasked Estep 
Score: -10165824.000000 Penalty: 1126.206543
	Iteration 65Q: 3 clusters Score -1.016582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 1126.206543
	Iteration 66Q: 3 clusters Score -1.016583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 225752 members 
Entering Unmasked Estep 
Score: -10165819.000000 Penalty: 1126.206543
	Iteration 67Q: 3 clusters Score -1.016582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 225752 members 
Entering Unmasked Estep 
Score: -10165819.000000 Penalty: 1126.206543
	Iteration 68F: 3 clusters Score -1.016582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 126381 members 
Mstep: Class 9 contains 24308 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 17 contains 290465 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 21 contains 363389 members 
Mstep: Class 22 contains 37928 members 
Entering Unmasked Estep 
Score: -46823788.000000 Penalty: 6969.551758
Splitting cluster 5 changes total score from -46817636.000000 to -46823788.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (126381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126381 members 
Entering Unmasked Estep 
Score: -5372312.500000 Penalty: 534.491028
	Iteration 0F: 2 clusters Score -5372312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -5286727.000000 Penalty: 1068.982056
	Iteration 0F: 3 clusters Score -5286727 nChanged 61781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -5325378.000000 Penalty: 1068.982056
	Iteration 1F: 3 clusters Score -5325378 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -5329958.500000 Penalty: 1068.982056
	Iteration 2F: 3 clusters Score -5329958 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -5338314.500000 Penalty: 1068.982056
	Iteration 3F: 3 clusters Score -5338314 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -5350223.500000 Penalty: 1068.982056
	Iteration 4F: 3 clusters Score -5350224 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -5360879.000000 Penalty: 1068.982056
	Iteration 5F: 3 clusters Score -5360879 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -5367601.500000 Penalty: 1068.982056
	Iteration 6F: 3 clusters Score -5367602 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -5371390.500000 Penalty: 1068.982056
	Iteration 7Q: 3 clusters Score -5371390 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -5373052.000000 Penalty: 1068.982056
	Iteration 8Q: 3 clusters Score -5373052 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -5373910.500000 Penalty: 1068.982056
	Iteration 9Q: 3 clusters Score -5373910 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 114159 members 
Entering Unmasked Estep 
Score: -5374320.500000 Penalty: 1068.982056
	Iteration 10Q: 3 clusters Score -5374320 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 114111 members 
Entering Unmasked Estep 
Score: -5374576.000000 Penalty: 1068.982056
	Iteration 11Q: 3 clusters Score -5374576 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -5374735.500000 Penalty: 1068.982056
	Iteration 12Q: 3 clusters Score -5374736 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -5374841.500000 Penalty: 1068.982056
	Iteration 13Q: 3 clusters Score -5374842 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -5374912.000000 Penalty: 1068.982056
	Iteration 14Q: 3 clusters Score -5374912 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -5374957.500000 Penalty: 1068.982056
	Iteration 15Q: 3 clusters Score -5374958 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -5374963.500000 Penalty: 1068.982056
	Iteration 16Q: 3 clusters Score -5374964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 113315 members 
Entering Unmasked Estep 
Score: -5374978.000000 Penalty: 1068.982056
	Iteration 17Q: 3 clusters Score -5374978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -5374999.000000 Penalty: 1068.982056
	Iteration 18Q: 3 clusters Score -5374999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -5375012.000000 Penalty: 1068.982056
	Iteration 19Q: 3 clusters Score -5375012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -5375041.000000 Penalty: 1068.982056
	Iteration 20F: 3 clusters Score -5375041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -5375031.500000 Penalty: 1068.982056
	Iteration 21Q: 3 clusters Score -5375032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 112780 members 
Entering Unmasked Estep 
Score: -5375044.500000 Penalty: 1068.982056
	Iteration 22Q: 3 clusters Score -5375044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -5375046.000000 Penalty: 1068.982056
	Iteration 23Q: 3 clusters Score -5375046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -5375048.500000 Penalty: 1068.982056
	Iteration 24Q: 3 clusters Score -5375048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -5375050.000000 Penalty: 1068.982056
	Iteration 25Q: 3 clusters Score -5375050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -5375040.000000 Penalty: 1068.982056
	Iteration 26Q: 3 clusters Score -5375040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -5375030.500000 Penalty: 1068.982056
	Iteration 27Q: 3 clusters Score -5375030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -5375048.000000 Penalty: 1068.982056
	Iteration 28Q: 3 clusters Score -5375048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -5375049.000000 Penalty: 1068.982056
	Iteration 29Q: 3 clusters Score -5375049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -5375050.000000 Penalty: 1068.982056
	Iteration 30Q: 3 clusters Score -5375050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
Score: -5375052.500000 Penalty: 1068.982056
	Iteration 31Q: 3 clusters Score -5375052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -5375069.500000 Penalty: 1068.982056
	Iteration 32Q: 3 clusters Score -5375070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -5375074.500000 Penalty: 1068.982056
	Iteration 33Q: 3 clusters Score -5375074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -5375081.500000 Penalty: 1068.982056
	Iteration 34Q: 3 clusters Score -5375082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -5375082.000000 Penalty: 1068.982056
	Iteration 35Q: 3 clusters Score -5375082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -5375088.000000 Penalty: 1068.982056
	Iteration 36Q: 3 clusters Score -5375088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 111850 members 
Entering Unmasked Estep 
Score: -5375088.500000 Penalty: 1068.982056
	Iteration 37Q: 3 clusters Score -5375088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 111823 members 
Entering Unmasked Estep 
Score: -5375092.500000 Penalty: 1068.982056
	Iteration 38Q: 3 clusters Score -5375092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -5375092.000000 Penalty: 1068.982056
	Iteration 39Q: 3 clusters Score -5375092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -5375090.000000 Penalty: 1068.982056
	Iteration 40F: 3 clusters Score -5375090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -5375089.000000 Penalty: 1068.982056
	Iteration 41Q: 3 clusters Score -5375089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -5375085.500000 Penalty: 1068.982056
	Iteration 42Q: 3 clusters Score -5375086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -5375095.000000 Penalty: 1068.982056
	Iteration 43Q: 3 clusters Score -5375095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -5375095.500000 Penalty: 1068.982056
	Iteration 44Q: 3 clusters Score -5375096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -5375103.000000 Penalty: 1068.982056
	Iteration 45Q: 3 clusters Score -5375103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -5375095.000000 Penalty: 1068.982056
	Iteration 46Q: 3 clusters Score -5375095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -5375096.500000 Penalty: 1068.982056
	Iteration 47Q: 3 clusters Score -5375096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -5375097.500000 Penalty: 1068.982056
	Iteration 48Q: 3 clusters Score -5375098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -5375102.500000 Penalty: 1068.982056
	Iteration 49Q: 3 clusters Score -5375102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -5375109.000000 Penalty: 1068.982056
	Iteration 50Q: 3 clusters Score -5375109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -5375112.500000 Penalty: 1068.982056
	Iteration 51Q: 3 clusters Score -5375112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -5375114.000000 Penalty: 1068.982056
	Iteration 52Q: 3 clusters Score -5375114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 111561 members 
Entering Unmasked Estep 
Score: -5375115.000000 Penalty: 1068.982056
	Iteration 53Q: 3 clusters Score -5375115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -5375125.000000 Penalty: 1068.982056
	Iteration 54Q: 3 clusters Score -5375125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -5375123.500000 Penalty: 1068.982056
	Iteration 55Q: 3 clusters Score -5375124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -5375121.500000 Penalty: 1068.982056
	Iteration 56Q: 3 clusters Score -5375122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -5375120.000000 Penalty: 1068.982056
	Iteration 57Q: 3 clusters Score -5375120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -5375121.500000 Penalty: 1068.982056
	Iteration 58Q: 3 clusters Score -5375122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -5375124.500000 Penalty: 1068.982056
	Iteration 59Q: 3 clusters Score -5375124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -5375120.000000 Penalty: 1068.982056
	Iteration 60F: 3 clusters Score -5375120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -5375124.000000 Penalty: 1068.982056
	Iteration 61Q: 3 clusters Score -5375124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -5375124.000000 Penalty: 1068.982056
	Iteration 62Q: 3 clusters Score -5375124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -5375124.000000 Penalty: 1068.982056
	Iteration 63F: 3 clusters Score -5375124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 2 contains 111534 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 9 contains 24308 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 17 contains 290465 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 21 contains 363389 members 
Mstep: Class 22 contains 37928 members 
Entering Unmasked Estep 
Score: -46826464.000000 Penalty: 7603.147461
Splitting cluster 6 changes total score from -46817636.000000 to -46826464.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (24308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Entering Unmasked Estep 
Score: -1012814.812500 Penalty: 459.484497
	Iteration 0F: 2 clusters Score -1012815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -996512.687500 Penalty: 918.968994
	Iteration 0F: 3 clusters Score -996512.7 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1004040.125000 Penalty: 918.968994
	Iteration 1F: 3 clusters Score -1004040 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1005762.812500 Penalty: 918.968994
	Iteration 2F: 3 clusters Score -1005763 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1008005.625000 Penalty: 918.968994
	Iteration 3F: 3 clusters Score -1008006 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1010131.750000 Penalty: 918.968994
	Iteration 4F: 3 clusters Score -1010132 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1011756.125000 Penalty: 918.968994
	Iteration 5F: 3 clusters Score -1011756 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1012703.750000 Penalty: 918.968994
	Iteration 6F: 3 clusters Score -1012704 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1013194.625000 Penalty: 918.968994
	Iteration 7Q: 3 clusters Score -1013195 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1013512.437500 Penalty: 918.968994
	Iteration 8Q: 3 clusters Score -1013512 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1013797.187500 Penalty: 918.968994
	Iteration 9Q: 3 clusters Score -1013797 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1014068.687500 Penalty: 918.968994
	Iteration 10Q: 3 clusters Score -1014069 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1014370.437500 Penalty: 918.968994
	Iteration 11Q: 3 clusters Score -1014370 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1014726.750000 Penalty: 918.968994
	Iteration 12Q: 3 clusters Score -1014727 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1015023.125000 Penalty: 918.968994
	Iteration 13Q: 3 clusters Score -1015023 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1015197.750000 Penalty: 918.968994
	Iteration 14Q: 3 clusters Score -1015198 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1015326.312500 Penalty: 918.968994
	Iteration 15Q: 3 clusters Score -1015326 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1015432.062500 Penalty: 918.968994
	Iteration 16Q: 3 clusters Score -1015432 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1015508.937500 Penalty: 918.968994
	Iteration 17Q: 3 clusters Score -1015509 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1015571.937500 Penalty: 918.968994
	Iteration 18Q: 3 clusters Score -1015572 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1015608.000000 Penalty: 918.968994
	Iteration 19Q: 3 clusters Score -1015608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1015663.250000 Penalty: 918.968994
	Iteration 20F: 3 clusters Score -1015663 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1015709.125000 Penalty: 918.968994
	Iteration 21Q: 3 clusters Score -1015709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1015734.187500 Penalty: 918.968994
	Iteration 22Q: 3 clusters Score -1015734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1015747.062500 Penalty: 918.968994
	Iteration 23Q: 3 clusters Score -1015747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1015758.625000 Penalty: 918.968994
	Iteration 24Q: 3 clusters Score -1015759 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1015766.000000 Penalty: 918.968994
	Iteration 25Q: 3 clusters Score -1015766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1015770.812500 Penalty: 918.968994
	Iteration 26Q: 3 clusters Score -1015771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1015778.937500 Penalty: 918.968994
	Iteration 27Q: 3 clusters Score -1015779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1015780.500000 Penalty: 918.968994
	Iteration 28Q: 3 clusters Score -1015780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1015786.000000 Penalty: 918.968994
	Iteration 29Q: 3 clusters Score -1015786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1015788.437500 Penalty: 918.968994
	Iteration 30Q: 3 clusters Score -1015788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1015788.250000 Penalty: 918.968994
	Iteration 31Q: 3 clusters Score -1015788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1015790.000000 Penalty: 918.968994
	Iteration 32Q: 3 clusters Score -1015790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1015788.062500 Penalty: 918.968994
	Iteration 33Q: 3 clusters Score -1015788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1015791.875000 Penalty: 918.968994
	Iteration 34Q: 3 clusters Score -1015792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1015794.250000 Penalty: 918.968994
	Iteration 35Q: 3 clusters Score -1015794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1015792.437500 Penalty: 918.968994
	Iteration 36Q: 3 clusters Score -1015792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1015791.500000 Penalty: 918.968994
	Iteration 37Q: 3 clusters Score -1015792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1015794.562500 Penalty: 918.968994
	Iteration 38Q: 3 clusters Score -1015795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1015796.500000 Penalty: 918.968994
	Iteration 39Q: 3 clusters Score -1015796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1015795.875000 Penalty: 918.968994
	Iteration 40F: 3 clusters Score -1015796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1015798.500000 Penalty: 918.968994
	Iteration 41Q: 3 clusters Score -1015798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1015797.437500 Penalty: 918.968994
	Iteration 42Q: 3 clusters Score -1015797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1015796.750000 Penalty: 918.968994
	Iteration 43Q: 3 clusters Score -1015797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1015795.875000 Penalty: 918.968994
	Iteration 44Q: 3 clusters Score -1015796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1015796.812500 Penalty: 918.968994
	Iteration 45Q: 3 clusters Score -1015797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1015798.875000 Penalty: 918.968994
	Iteration 46Q: 3 clusters Score -1015799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1015799.500000 Penalty: 918.968994
	Iteration 47Q: 3 clusters Score -1015800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1015799.062500 Penalty: 918.968994
	Iteration 48Q: 3 clusters Score -1015799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1015797.250000 Penalty: 918.968994
	Iteration 49Q: 3 clusters Score -1015797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1015797.500000 Penalty: 918.968994
	Iteration 50Q: 3 clusters Score -1015798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1015797.500000 Penalty: 918.968994
	Iteration 51F: 3 clusters Score -1015798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 2 contains 111534 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 17 contains 290465 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 21 contains 363389 members 
Mstep: Class 22 contains 37928 members 
Entering Unmasked Estep 
Score: -46829304.000000 Penalty: 8236.743164
Splitting cluster 9 changes total score from -46817636.000000 to -46829304.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (17206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Entering Unmasked Estep 
Score: -793689.187500 Penalty: 443.762115
	Iteration 0F: 2 clusters Score -793689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -782205.937500 Penalty: 887.524231
	Iteration 0F: 3 clusters Score -782205.9 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -787312.625000 Penalty: 887.524231
	Iteration 1F: 3 clusters Score -787312.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -787818.375000 Penalty: 887.524231
	Iteration 2F: 3 clusters Score -787818.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -788528.875000 Penalty: 887.524231
	Iteration 3F: 3 clusters Score -788528.9 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -789441.937500 Penalty: 887.524231
	Iteration 4F: 3 clusters Score -789441.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -790236.437500 Penalty: 887.524231
	Iteration 5F: 3 clusters Score -790236.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -790626.750000 Penalty: 887.524231
	Iteration 6Q: 3 clusters Score -790626.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -790786.250000 Penalty: 887.524231
	Iteration 7Q: 3 clusters Score -790786.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -790888.000000 Penalty: 887.524231
	Iteration 8Q: 3 clusters Score -790888 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -790985.625000 Penalty: 887.524231
	Iteration 9Q: 3 clusters Score -790985.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -791088.937500 Penalty: 887.524231
	Iteration 10Q: 3 clusters Score -791088.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -791204.000000 Penalty: 887.524231
	Iteration 11Q: 3 clusters Score -791204 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -791318.187500 Penalty: 887.524231
	Iteration 12Q: 3 clusters Score -791318.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -791424.500000 Penalty: 887.524231
	Iteration 13Q: 3 clusters Score -791424.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -791509.687500 Penalty: 887.524231
	Iteration 14Q: 3 clusters Score -791509.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -791584.812500 Penalty: 887.524231
	Iteration 15Q: 3 clusters Score -791584.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -791640.687500 Penalty: 887.524231
	Iteration 16Q: 3 clusters Score -791640.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -791698.000000 Penalty: 887.524231
	Iteration 17Q: 3 clusters Score -791698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -791736.937500 Penalty: 887.524231
	Iteration 18Q: 3 clusters Score -791736.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -791777.437500 Penalty: 887.524231
	Iteration 19Q: 3 clusters Score -791777.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -791804.437500 Penalty: 887.524231
	Iteration 20F: 3 clusters Score -791804.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -791822.812500 Penalty: 887.524231
	Iteration 21Q: 3 clusters Score -791822.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -791835.375000 Penalty: 887.524231
	Iteration 22Q: 3 clusters Score -791835.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -791847.812500 Penalty: 887.524231
	Iteration 23Q: 3 clusters Score -791847.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -791856.750000 Penalty: 887.524231
	Iteration 24Q: 3 clusters Score -791856.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -791864.125000 Penalty: 887.524231
	Iteration 25Q: 3 clusters Score -791864.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -791872.812500 Penalty: 887.524231
	Iteration 26Q: 3 clusters Score -791872.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -791877.750000 Penalty: 887.524231
	Iteration 27Q: 3 clusters Score -791877.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -791883.000000 Penalty: 887.524231
	Iteration 28Q: 3 clusters Score -791883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -791886.812500 Penalty: 887.524231
	Iteration 29Q: 3 clusters Score -791886.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -791891.687500 Penalty: 887.524231
	Iteration 30Q: 3 clusters Score -791891.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -791893.562500 Penalty: 887.524231
	Iteration 31Q: 3 clusters Score -791893.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -791896.187500 Penalty: 887.524231
	Iteration 32Q: 3 clusters Score -791896.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -791898.000000 Penalty: 887.524231
	Iteration 33Q: 3 clusters Score -791898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -791900.125000 Penalty: 887.524231
	Iteration 34Q: 3 clusters Score -791900.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -791901.562500 Penalty: 887.524231
	Iteration 35Q: 3 clusters Score -791901.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -791902.937500 Penalty: 887.524231
	Iteration 36Q: 3 clusters Score -791902.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -791906.875000 Penalty: 887.524231
	Iteration 37Q: 3 clusters Score -791906.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -791906.750000 Penalty: 887.524231
	Iteration 38Q: 3 clusters Score -791906.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -791906.000000 Penalty: 887.524231
	Iteration 39Q: 3 clusters Score -791906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -791913.750000 Penalty: 887.524231
	Iteration 40F: 3 clusters Score -791913.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -791914.250000 Penalty: 887.524231
	Iteration 41Q: 3 clusters Score -791914.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -791918.562500 Penalty: 887.524231
	Iteration 42Q: 3 clusters Score -791918.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -791921.000000 Penalty: 887.524231
	Iteration 43Q: 3 clusters Score -791921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -791923.375000 Penalty: 887.524231
	Iteration 44Q: 3 clusters Score -791923.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -791926.687500 Penalty: 887.524231
	Iteration 45Q: 3 clusters Score -791926.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -791928.125000 Penalty: 887.524231
	Iteration 46Q: 3 clusters Score -791928.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -791931.937500 Penalty: 887.524231
	Iteration 47Q: 3 clusters Score -791931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -791938.187500 Penalty: 887.524231
	Iteration 48Q: 3 clusters Score -791938.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -791938.375000 Penalty: 887.524231
	Iteration 49Q: 3 clusters Score -791938.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -791941.125000 Penalty: 887.524231
	Iteration 50Q: 3 clusters Score -791941.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -791947.625000 Penalty: 887.524231
	Iteration 51Q: 3 clusters Score -791947.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -791949.187500 Penalty: 887.524231
	Iteration 52Q: 3 clusters Score -791949.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -791953.000000 Penalty: 887.524231
	Iteration 53Q: 3 clusters Score -791953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -791954.437500 Penalty: 887.524231
	Iteration 54Q: 3 clusters Score -791954.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -791956.687500 Penalty: 887.524231
	Iteration 55Q: 3 clusters Score -791956.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -791960.000000 Penalty: 887.524231
	Iteration 56Q: 3 clusters Score -791960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -791960.875000 Penalty: 887.524231
	Iteration 57Q: 3 clusters Score -791960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -791961.812500 Penalty: 887.524231
	Iteration 58Q: 3 clusters Score -791961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -791963.062500 Penalty: 887.524231
	Iteration 59Q: 3 clusters Score -791963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -791963.937500 Penalty: 887.524231
	Iteration 60F: 3 clusters Score -791963.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -791966.125000 Penalty: 887.524231
	Iteration 61Q: 3 clusters Score -791966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -791965.437500 Penalty: 887.524231
	Iteration 62Q: 3 clusters Score -791965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -791963.562500 Penalty: 887.524231
	Iteration 63Q: 3 clusters Score -791963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -791963.687500 Penalty: 887.524231
	Iteration 64Q: 3 clusters Score -791963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -791965.687500 Penalty: 887.524231
	Iteration 65Q: 3 clusters Score -791965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -791967.250000 Penalty: 887.524231
	Iteration 66Q: 3 clusters Score -791967.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -791966.187500 Penalty: 887.524231
	Iteration 67Q: 3 clusters Score -791966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -791967.125000 Penalty: 887.524231
	Iteration 68Q: 3 clusters Score -791967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -791966.875000 Penalty: 887.524231
	Iteration 69Q: 3 clusters Score -791966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -791966.875000 Penalty: 887.524231
	Iteration 70Q: 3 clusters Score -791966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -791966.375000 Penalty: 887.524231
	Iteration 71Q: 3 clusters Score -791966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -791966.875000 Penalty: 887.524231
	Iteration 72Q: 3 clusters Score -791966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -791965.812500 Penalty: 887.524231
	Iteration 73Q: 3 clusters Score -791965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -791965.812500 Penalty: 887.524231
	Iteration 74F: 3 clusters Score -791965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -175573.156250 Penalty: 374.333405
	Iteration 0F: 2 clusters Score -175573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -172989.468750 Penalty: 748.666809
	Iteration 0F: 3 clusters Score -172989.5 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -174023.921875 Penalty: 748.666809
	Iteration 1F: 3 clusters Score -174023.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -174163.015625 Penalty: 748.666809
	Iteration 2F: 3 clusters Score -174163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -174305.953125 Penalty: 748.666809
	Iteration 3F: 3 clusters Score -174306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -174488.046875 Penalty: 748.666809
	Iteration 4F: 3 clusters Score -174488 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -174664.953125 Penalty: 748.666809
	Iteration 5F: 3 clusters Score -174665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -174843.062500 Penalty: 748.666809
	Iteration 6F: 3 clusters Score -174843.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -174940.906250 Penalty: 748.666809
	Iteration 7Q: 3 clusters Score -174940.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -174986.390625 Penalty: 748.666809
	Iteration 8Q: 3 clusters Score -174986.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -175010.515625 Penalty: 748.666809
	Iteration 9Q: 3 clusters Score -175010.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -175024.359375 Penalty: 748.666809
	Iteration 10Q: 3 clusters Score -175024.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -175036.109375 Penalty: 748.666809
	Iteration 11Q: 3 clusters Score -175036.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -175046.281250 Penalty: 748.666809
	Iteration 12Q: 3 clusters Score -175046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -175051.234375 Penalty: 748.666809
	Iteration 13Q: 3 clusters Score -175051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -175055.046875 Penalty: 748.666809
	Iteration 14Q: 3 clusters Score -175055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -175059.421875 Penalty: 748.666809
	Iteration 15Q: 3 clusters Score -175059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -175062.953125 Penalty: 748.666809
	Iteration 16Q: 3 clusters Score -175063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -175066.156250 Penalty: 748.666809
	Iteration 17Q: 3 clusters Score -175066.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -175068.593750 Penalty: 748.666809
	Iteration 18Q: 3 clusters Score -175068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -175071.937500 Penalty: 748.666809
	Iteration 19Q: 3 clusters Score -175071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -175074.218750 Penalty: 748.666809
	Iteration 20F: 3 clusters Score -175074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175077.218750 Penalty: 748.666809
	Iteration 21Q: 3 clusters Score -175077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -175079.203125 Penalty: 748.666809
	Iteration 22Q: 3 clusters Score -175079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -175080.406250 Penalty: 748.666809
	Iteration 23Q: 3 clusters Score -175080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -175081.015625 Penalty: 748.666809
	Iteration 24Q: 3 clusters Score -175081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -175082.234375 Penalty: 748.666809
	Iteration 25Q: 3 clusters Score -175082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -175083.593750 Penalty: 748.666809
	Iteration 26Q: 3 clusters Score -175083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -175084.281250 Penalty: 748.666809
	Iteration 27Q: 3 clusters Score -175084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -175085.062500 Penalty: 748.666809
	Iteration 28Q: 3 clusters Score -175085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -175085.000000 Penalty: 748.666809
	Iteration 29Q: 3 clusters Score -175085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -175084.953125 Penalty: 748.666809
	Iteration 30Q: 3 clusters Score -175085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -175085.125000 Penalty: 748.666809
	Iteration 31Q: 3 clusters Score -175085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175085.328125 Penalty: 748.666809
	Iteration 32Q: 3 clusters Score -175085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175085.328125 Penalty: 748.666809
	Iteration 33F: 3 clusters Score -175085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (290465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290465 members 
Entering Unmasked Estep 
Score: -12899655.000000 Penalty: 572.355347
	Iteration 0F: 2 clusters Score -1.289966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -12704955.000000 Penalty: 1144.710693
	Iteration 0F: 3 clusters Score -1.270496e+07 nChanged 143274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -12800315.000000 Penalty: 1144.710693
	Iteration 1F: 3 clusters Score -1.280032e+07 nChanged 21707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197497 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -12814481.000000 Penalty: 1144.710693
	Iteration 2F: 3 clusters Score -1.281448e+07 nChanged 25176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221865 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -12835166.000000 Penalty: 1144.710693
	Iteration 3F: 3 clusters Score -1.283517e+07 nChanged 25069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246436 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -12858819.000000 Penalty: 1144.710693
	Iteration 4F: 3 clusters Score -1.285882e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265252 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -12876926.000000 Penalty: 1144.710693
	Iteration 5F: 3 clusters Score -1.287693e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276609 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -12887834.000000 Penalty: 1144.710693
	Iteration 6Q: 3 clusters Score -1.288783e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282895 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -12893657.000000 Penalty: 1144.710693
	Iteration 7Q: 3 clusters Score -1.289366e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286360 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -12896426.000000 Penalty: 1144.710693
	Iteration 8Q: 3 clusters Score -1.289643e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288187 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12897769.000000 Penalty: 1144.710693
	Iteration 9Q: 3 clusters Score -1.289777e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289180 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12898507.000000 Penalty: 1144.710693
	Iteration 10Q: 3 clusters Score -1.289851e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289674 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12898830.000000 Penalty: 1144.710693
	Iteration 11Q: 3 clusters Score -1.289883e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289930 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12898987.000000 Penalty: 1144.710693
	Iteration 12Q: 3 clusters Score -1.289899e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290059 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12899012.000000 Penalty: 1144.710693
	Iteration 13Q: 3 clusters Score -1.289901e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12899043.000000 Penalty: 1144.710693
	Iteration 14Q: 3 clusters Score -1.289904e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290189 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12899079.000000 Penalty: 1144.710693
	Iteration 15Q: 3 clusters Score -1.289908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12899095.000000 Penalty: 1144.710693
	Iteration 16Q: 3 clusters Score -1.28991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12899124.000000 Penalty: 1144.710693
	Iteration 17Q: 3 clusters Score -1.289912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290284 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12899136.000000 Penalty: 1144.710693
	Iteration 18Q: 3 clusters Score -1.289914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290298 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12899136.000000 Penalty: 1144.710693
	Iteration 19Q: 3 clusters Score -1.289914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12899159.000000 Penalty: 1144.710693
	Iteration 20F: 3 clusters Score -1.289916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290321 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12899165.000000 Penalty: 1144.710693
	Iteration 21Q: 3 clusters Score -1.289916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290325 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12899169.000000 Penalty: 1144.710693
	Iteration 22Q: 3 clusters Score -1.289917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12899173.000000 Penalty: 1144.710693
	Iteration 23Q: 3 clusters Score -1.289917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 1144.710693
	Iteration 24Q: 3 clusters Score -1.289918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12899177.000000 Penalty: 1144.710693
	Iteration 25Q: 3 clusters Score -1.289918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290331 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12899172.000000 Penalty: 1144.710693
	Iteration 26Q: 3 clusters Score -1.289917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12899180.000000 Penalty: 1144.710693
	Iteration 27Q: 3 clusters Score -1.289918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290329 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12899177.000000 Penalty: 1144.710693
	Iteration 28Q: 3 clusters Score -1.289918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290330 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12899171.000000 Penalty: 1144.710693
	Iteration 29Q: 3 clusters Score -1.289917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290334 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12899175.000000 Penalty: 1144.710693
	Iteration 30Q: 3 clusters Score -1.289918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12899172.000000 Penalty: 1144.710693
	Iteration 31Q: 3 clusters Score -1.289917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12899168.000000 Penalty: 1144.710693
	Iteration 32Q: 3 clusters Score -1.289917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290335 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12899173.000000 Penalty: 1144.710693
	Iteration 33Q: 3 clusters Score -1.289917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290335 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12899173.000000 Penalty: 1144.710693
	Iteration 34F: 3 clusters Score -1.289917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -117764.414062 Penalty: 361.166809
	Iteration 0F: 2 clusters Score -117764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -115809.117188 Penalty: 722.333618
	Iteration 0F: 3 clusters Score -115809.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -116525.726562 Penalty: 722.333618
	Iteration 1F: 3 clusters Score -116525.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -116644.585938 Penalty: 722.333618
	Iteration 2F: 3 clusters Score -116644.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -116756.671875 Penalty: 722.333618
	Iteration 3F: 3 clusters Score -116756.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -116867.312500 Penalty: 722.333618
	Iteration 4F: 3 clusters Score -116867.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -116960.031250 Penalty: 722.333618
	Iteration 5F: 3 clusters Score -116960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -117060.320312 Penalty: 722.333618
	Iteration 6Q: 3 clusters Score -117060.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -117142.328125 Penalty: 722.333618
	Iteration 7Q: 3 clusters Score -117142.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -117189.789062 Penalty: 722.333618
	Iteration 8Q: 3 clusters Score -117189.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -117221.921875 Penalty: 722.333618
	Iteration 9Q: 3 clusters Score -117221.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -117244.078125 Penalty: 722.333618
	Iteration 10Q: 3 clusters Score -117244.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -117260.093750 Penalty: 722.333618
	Iteration 11Q: 3 clusters Score -117260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -117275.726562 Penalty: 722.333618
	Iteration 12Q: 3 clusters Score -117275.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -117290.867188 Penalty: 722.333618
	Iteration 13Q: 3 clusters Score -117290.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -117312.078125 Penalty: 722.333618
	Iteration 14Q: 3 clusters Score -117312.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -117325.601562 Penalty: 722.333618
	Iteration 15Q: 3 clusters Score -117325.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -117338.101562 Penalty: 722.333618
	Iteration 16Q: 3 clusters Score -117338.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -117352.734375 Penalty: 722.333618
	Iteration 17Q: 3 clusters Score -117352.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -117360.625000 Penalty: 722.333618
	Iteration 18Q: 3 clusters Score -117360.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -117371.953125 Penalty: 722.333618
	Iteration 19Q: 3 clusters Score -117372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -117382.851562 Penalty: 722.333618
	Iteration 20F: 3 clusters Score -117382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -117396.179688 Penalty: 722.333618
	Iteration 21Q: 3 clusters Score -117396.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -117406.992188 Penalty: 722.333618
	Iteration 22Q: 3 clusters Score -117407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -117413.773438 Penalty: 722.333618
	Iteration 23Q: 3 clusters Score -117413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -117417.281250 Penalty: 722.333618
	Iteration 24Q: 3 clusters Score -117417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -117419.960938 Penalty: 722.333618
	Iteration 25Q: 3 clusters Score -117420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -117423.460938 Penalty: 722.333618
	Iteration 26Q: 3 clusters Score -117423.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -117427.039062 Penalty: 722.333618
	Iteration 27Q: 3 clusters Score -117427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -117430.125000 Penalty: 722.333618
	Iteration 28Q: 3 clusters Score -117430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -117433.382812 Penalty: 722.333618
	Iteration 29Q: 3 clusters Score -117433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -117436.531250 Penalty: 722.333618
	Iteration 30Q: 3 clusters Score -117436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -117439.343750 Penalty: 722.333618
	Iteration 31Q: 3 clusters Score -117439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -117442.210938 Penalty: 722.333618
	Iteration 32Q: 3 clusters Score -117442.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -117446.492188 Penalty: 722.333618
	Iteration 33Q: 3 clusters Score -117446.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -117452.750000 Penalty: 722.333618
	Iteration 34Q: 3 clusters Score -117452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -117456.031250 Penalty: 722.333618
	Iteration 35Q: 3 clusters Score -117456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -117457.023438 Penalty: 722.333618
	Iteration 36Q: 3 clusters Score -117457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -117457.531250 Penalty: 722.333618
	Iteration 37Q: 3 clusters Score -117457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -117458.023438 Penalty: 722.333618
	Iteration 38Q: 3 clusters Score -117458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -117458.476562 Penalty: 722.333618
	Iteration 39Q: 3 clusters Score -117458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -117459.570312 Penalty: 722.333618
	Iteration 40F: 3 clusters Score -117459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -117461.343750 Penalty: 722.333618
	Iteration 41Q: 3 clusters Score -117461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -117462.523438 Penalty: 722.333618
	Iteration 42Q: 3 clusters Score -117462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -117463.164062 Penalty: 722.333618
	Iteration 43Q: 3 clusters Score -117463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -117463.234375 Penalty: 722.333618
	Iteration 44Q: 3 clusters Score -117463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -117463.234375 Penalty: 722.333618
	Iteration 45F: 3 clusters Score -117463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (363389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363389 members 
Entering Unmasked Estep 
Score: -16046669.000000 Penalty: 582.546936
	Iteration 0F: 2 clusters Score -1.604667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -15827407.000000 Penalty: 1165.093872
	Iteration 0F: 3 clusters Score -1.582741e+07 nChanged 179730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227140 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -15949590.000000 Penalty: 1165.093872
	Iteration 1F: 3 clusters Score -1.594959e+07 nChanged 28235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253005 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -15968269.000000 Penalty: 1165.093872
	Iteration 2F: 3 clusters Score -1.596827e+07 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284319 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -15997214.000000 Penalty: 1165.093872
	Iteration 3F: 3 clusters Score -1.599721e+07 nChanged 32275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315628 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -16022479.000000 Penalty: 1165.093872
	Iteration 4F: 3 clusters Score -1.602248e+07 nChanged 25230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340670 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -16036259.000000 Penalty: 1165.093872
	Iteration 5F: 3 clusters Score -1.603626e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353908 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -16042328.000000 Penalty: 1165.093872
	Iteration 6Q: 3 clusters Score -1.604233e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359626 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -16044939.000000 Penalty: 1165.093872
	Iteration 7Q: 3 clusters Score -1.604494e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361852 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16045824.000000 Penalty: 1165.093872
	Iteration 8Q: 3 clusters Score -1.604582e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16045986.000000 Penalty: 1165.093872
	Iteration 9Q: 3 clusters Score -1.604599e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362992 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16046117.000000 Penalty: 1165.093872
	Iteration 10Q: 3 clusters Score -1.604612e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363136 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16046226.000000 Penalty: 1165.093872
	Iteration 11Q: 3 clusters Score -1.604623e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16046256.000000 Penalty: 1165.093872
	Iteration 12Q: 3 clusters Score -1.604626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16046268.000000 Penalty: 1165.093872
	Iteration 13Q: 3 clusters Score -1.604627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16046287.000000 Penalty: 1165.093872
	Iteration 14Q: 3 clusters Score -1.604629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16046303.000000 Penalty: 1165.093872
	Iteration 15Q: 3 clusters Score -1.60463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16046305.000000 Penalty: 1165.093872
	Iteration 16Q: 3 clusters Score -1.60463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16046308.000000 Penalty: 1165.093872
	Iteration 17Q: 3 clusters Score -1.604631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16046299.000000 Penalty: 1165.093872
	Iteration 18Q: 3 clusters Score -1.60463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16046311.000000 Penalty: 1165.093872
	Iteration 19Q: 3 clusters Score -1.604631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363230 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16046305.000000 Penalty: 1165.093872
	Iteration 20F: 3 clusters Score -1.60463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16046310.000000 Penalty: 1165.093872
	Iteration 21Q: 3 clusters Score -1.604631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16046310.000000 Penalty: 1165.093872
	Iteration 22F: 3 clusters Score -1.604631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Entering Unmasked Estep 
Score: -1524983.500000 Penalty: 479.726746
	Iteration 0F: 2 clusters Score -1524984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1499665.500000 Penalty: 959.453491
	Iteration 0F: 3 clusters Score -1499666 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1511475.000000 Penalty: 959.453491
	Iteration 1F: 3 clusters Score -1511475 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1513005.500000 Penalty: 959.453491
	Iteration 2F: 3 clusters Score -1513006 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1514721.375000 Penalty: 959.453491
	Iteration 3F: 3 clusters Score -1514721 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1516496.875000 Penalty: 959.453491
	Iteration 4F: 3 clusters Score -1516497 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1518111.625000 Penalty: 959.453491
	Iteration 5F: 3 clusters Score -1518112 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1519314.250000 Penalty: 959.453491
	Iteration 6F: 3 clusters Score -1519314 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -1520125.375000 Penalty: 959.453491
	Iteration 7Q: 3 clusters Score -1520125 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -1520665.500000 Penalty: 959.453491
	Iteration 8Q: 3 clusters Score -1520666 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -1521097.500000 Penalty: 959.453491
	Iteration 9Q: 3 clusters Score -1521098 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -1521457.250000 Penalty: 959.453491
	Iteration 10Q: 3 clusters Score -1521457 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -1521765.000000 Penalty: 959.453491
	Iteration 11Q: 3 clusters Score -1521765 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -1522068.250000 Penalty: 959.453491
	Iteration 12Q: 3 clusters Score -1522068 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -1522365.125000 Penalty: 959.453491
	Iteration 13Q: 3 clusters Score -1522365 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -1522652.500000 Penalty: 959.453491
	Iteration 14Q: 3 clusters Score -1522652 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -1522927.500000 Penalty: 959.453491
	Iteration 15Q: 3 clusters Score -1522928 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -1523200.125000 Penalty: 959.453491
	Iteration 16Q: 3 clusters Score -1523200 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -1523429.000000 Penalty: 959.453491
	Iteration 17Q: 3 clusters Score -1523429 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -1523660.125000 Penalty: 959.453491
	Iteration 18Q: 3 clusters Score -1523660 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -1523893.125000 Penalty: 959.453491
	Iteration 19Q: 3 clusters Score -1523893 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -1524189.125000 Penalty: 959.453491
	Iteration 20F: 3 clusters Score -1524189 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -1524524.000000 Penalty: 959.453491
	Iteration 21Q: 3 clusters Score -1524524 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -1524828.375000 Penalty: 959.453491
	Iteration 22Q: 3 clusters Score -1524828 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -1525077.375000 Penalty: 959.453491
	Iteration 23Q: 3 clusters Score -1525077 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -1525289.125000 Penalty: 959.453491
	Iteration 24Q: 3 clusters Score -1525289 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -1525452.500000 Penalty: 959.453491
	Iteration 25Q: 3 clusters Score -1525452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -1525523.250000 Penalty: 959.453491
	Iteration 26Q: 3 clusters Score -1525523 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -1525556.250000 Penalty: 959.453491
	Iteration 27Q: 3 clusters Score -1525556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -1525589.375000 Penalty: 959.453491
	Iteration 28Q: 3 clusters Score -1525589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -1525598.625000 Penalty: 959.453491
	Iteration 29Q: 3 clusters Score -1525599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -1525604.250000 Penalty: 959.453491
	Iteration 30Q: 3 clusters Score -1525604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -1525611.000000 Penalty: 959.453491
	Iteration 31Q: 3 clusters Score -1525611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -1525612.875000 Penalty: 959.453491
	Iteration 32Q: 3 clusters Score -1525613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -1525612.750000 Penalty: 959.453491
	Iteration 33Q: 3 clusters Score -1525613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -1525612.125000 Penalty: 959.453491
	Iteration 34Q: 3 clusters Score -1525612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -1525613.125000 Penalty: 959.453491
	Iteration 35Q: 3 clusters Score -1525613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -1525614.625000 Penalty: 959.453491
	Iteration 36Q: 3 clusters Score -1525615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -1525614.125000 Penalty: 959.453491
	Iteration 37Q: 3 clusters Score -1525614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -1525614.875000 Penalty: 959.453491
	Iteration 38Q: 3 clusters Score -1525615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -1525941.000000 Penalty: 959.453491
	Iteration 39F: 3 clusters Score -1525941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -1526516.875000 Penalty: 959.453491
	Iteration 40F: 3 clusters Score -1526517 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -1526738.750000 Penalty: 959.453491
	Iteration 41Q: 3 clusters Score -1526739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -1526872.375000 Penalty: 959.453491
	Iteration 42Q: 3 clusters Score -1526872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -1526913.625000 Penalty: 959.453491
	Iteration 43Q: 3 clusters Score -1526914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -1526922.375000 Penalty: 959.453491
	Iteration 44Q: 3 clusters Score -1526922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -1526935.500000 Penalty: 959.453491
	Iteration 45Q: 3 clusters Score -1526936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -1526932.875000 Penalty: 959.453491
	Iteration 46Q: 3 clusters Score -1526933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -1526934.750000 Penalty: 959.453491
	Iteration 47Q: 3 clusters Score -1526935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -1526934.750000 Penalty: 959.453491
	Iteration 48Q: 3 clusters Score -1526935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -1526985.375000 Penalty: 959.453491
	Iteration 49F: 3 clusters Score -1526985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -1527038.750000 Penalty: 959.453491
	Iteration 50Q: 3 clusters Score -1527039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -1527094.125000 Penalty: 959.453491
	Iteration 51Q: 3 clusters Score -1527094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -1527100.625000 Penalty: 959.453491
	Iteration 52Q: 3 clusters Score -1527101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -1527101.875000 Penalty: 959.453491
	Iteration 53Q: 3 clusters Score -1527102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -1527101.375000 Penalty: 959.453491
	Iteration 54Q: 3 clusters Score -1527101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -1527102.500000 Penalty: 959.453491
	Iteration 55Q: 3 clusters Score -1527102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -1527104.250000 Penalty: 959.453491
	Iteration 56F: 3 clusters Score -1527104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -1527103.625000 Penalty: 959.453491
	Iteration 57Q: 3 clusters Score -1527104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -1527103.625000 Penalty: 959.453491
	Iteration 58F: 3 clusters Score -1527104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 225752 members 
Mstep: Class 2 contains 111534 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 7 contains 37215 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 17 contains 290465 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 21 contains 363389 members 
Mstep: Class 22 contains 713 members 
Entering Unmasked Estep 
Score: -46831408.000000 Penalty: 8870.338867
Splitting cluster 22 changes total score from -46817636.000000 to -46831408.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 17 contains 290465 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 21 contains 363389 members 
Mstep: Class 22 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46836616.000000 Penalty: 8870.338867
Iteration 39Q: 15 clusters Score -4.683662e+07 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 226246 members 
Mstep: Class 2 contains 109663 members 
Mstep: Class 3 contains 5371 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 15022 members 
Mstep: Class 7 contains 37522 members 
Mstep: Class 9 contains 18579 members 
Mstep: Class 10 contains 16449 members 
Mstep: Class 11 contains 3483 members 
Mstep: Class 17 contains 296210 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 21 contains 358473 members 
Mstep: Class 22 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46844084.000000 Penalty: 8870.338867
Iteration 40F: 15 clusters Score -4.684408e+07 nChanged 29065
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 234390 members 
Mstep: Class 2 contains 111059 members 
Mstep: Class 3 contains 4909 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 12630 members 
Mstep: Class 6 contains 15182 members 
Mstep: Class 7 contains 38014 members 
Mstep: Class 9 contains 17232 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 17 contains 299218 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 21 contains 347770 members 
Mstep: Class 22 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46850948.000000 Penalty: 8870.338867
Iteration 41Q: 15 clusters Score -4.685095e+07 nChanged 23926
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 240978 members 
Mstep: Class 2 contains 112843 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 15485 members 
Mstep: Class 7 contains 38422 members 
Mstep: Class 9 contains 16093 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 17 contains 304070 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 21 contains 335995 members 
Mstep: Class 22 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46855200.000000 Penalty: 8870.338867
Iteration 42Q: 15 clusters Score -4.68552e+07 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 246609 members 
Mstep: Class 2 contains 114865 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 14060 members 
Mstep: Class 6 contains 15913 members 
Mstep: Class 7 contains 38693 members 
Mstep: Class 9 contains 15068 members 
Mstep: Class 10 contains 12978 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 17 contains 309869 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 21 contains 323637 members 
Mstep: Class 22 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46858980.000000 Penalty: 8870.338867
Iteration 43Q: 15 clusters Score -4.685898e+07 nChanged 21051
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 251192 members 
Mstep: Class 2 contains 117223 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 14690 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 12134 members 
Mstep: Class 11 contains 2900 members 
Mstep: Class 17 contains 316066 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 21 contains 311375 members 
Mstep: Class 22 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46861572.000000 Penalty: 8870.338867
Iteration 44Q: 15 clusters Score -4.686157e+07 nChanged 19767
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 254881 members 
Mstep: Class 2 contains 119805 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 13367 members 
Mstep: Class 5 contains 15285 members 
Mstep: Class 6 contains 16927 members 
Mstep: Class 7 contains 38979 members 
Mstep: Class 9 contains 13304 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 17 contains 321528 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 21 contains 300073 members 
Mstep: Class 22 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46864296.000000 Penalty: 8870.338867
Iteration 45Q: 15 clusters Score -4.68643e+07 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 257521 members 
Mstep: Class 2 contains 122128 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 15867 members 
Mstep: Class 6 contains 17519 members 
Mstep: Class 7 contains 39024 members 
Mstep: Class 9 contains 12584 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 17 contains 325539 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 21 contains 291380 members 
Mstep: Class 22 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46866728.000000 Penalty: 8870.338867
Iteration 46Q: 15 clusters Score -4.686673e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258982 members 
Mstep: Class 2 contains 124258 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 13133 members 
Mstep: Class 5 contains 16408 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 39044 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 17 contains 327899 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 285500 members 
Mstep: Class 22 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46868648.000000 Penalty: 8870.338867
Iteration 47Q: 15 clusters Score -4.686865e+07 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259741 members 
Mstep: Class 2 contains 126153 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 16901 members 
Mstep: Class 6 contains 18892 members 
Mstep: Class 7 contains 39023 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 17 contains 328926 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 21 contains 281837 members 
Mstep: Class 22 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46869620.000000 Penalty: 8870.338867
Iteration 48Q: 15 clusters Score -4.686962e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259948 members 
Mstep: Class 2 contains 127806 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 12762 members 
Mstep: Class 5 contains 17313 members 
Mstep: Class 6 contains 19638 members 
Mstep: Class 7 contains 38992 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 17 contains 328941 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 21 contains 279909 members 
Mstep: Class 22 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46870992.000000 Penalty: 8870.338867
Iteration 49Q: 15 clusters Score -4.687099e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 260069 members 
Mstep: Class 2 contains 129138 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 12555 members 
Mstep: Class 5 contains 17695 members 
Mstep: Class 6 contains 20393 members 
Mstep: Class 7 contains 38922 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 8738 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 17 contains 328390 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 21 contains 278943 members 
Mstep: Class 22 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46872380.000000 Penalty: 8870.338867
Iteration 50Q: 15 clusters Score -4.687238e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259969 members 
Mstep: Class 2 contains 130133 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 21132 members 
Mstep: Class 7 contains 38863 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 17 contains 327457 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 21 contains 278859 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46873452.000000 Penalty: 8870.338867
Iteration 51Q: 15 clusters Score -4.687345e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259745 members 
Mstep: Class 2 contains 130928 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 18374 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 38794 members 
Mstep: Class 9 contains 10133 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 17 contains 326010 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 21 contains 279606 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875412.000000 Penalty: 8870.338867
Iteration 52Q: 15 clusters Score -4.687541e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259377 members 
Mstep: Class 2 contains 131517 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 12046 members 
Mstep: Class 5 contains 18667 members 
Mstep: Class 6 contains 22695 members 
Mstep: Class 7 contains 38738 members 
Mstep: Class 9 contains 9879 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 17 contains 324215 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 21 contains 281007 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46877532.000000 Penalty: 8870.338867
Iteration 53Q: 15 clusters Score -4.687753e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258857 members 
Mstep: Class 2 contains 131893 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 11899 members 
Mstep: Class 5 contains 18965 members 
Mstep: Class 6 contains 23470 members 
Mstep: Class 7 contains 38678 members 
Mstep: Class 9 contains 9617 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 17 contains 322361 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 21 contains 282853 members 
Mstep: Class 22 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46879084.000000 Penalty: 8870.338867
Iteration 54Q: 15 clusters Score -4.687908e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258500 members 
Mstep: Class 2 contains 132268 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 19270 members 
Mstep: Class 6 contains 24203 members 
Mstep: Class 7 contains 38628 members 
Mstep: Class 9 contains 9409 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 17 contains 320148 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 21 contains 284812 members 
Mstep: Class 22 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880152.000000 Penalty: 8870.338867
Iteration 55Q: 15 clusters Score -4.688015e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258367 members 
Mstep: Class 2 contains 132506 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 24966 members 
Mstep: Class 7 contains 38580 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 17 contains 317820 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 21 contains 286813 members 
Mstep: Class 22 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46881980.000000 Penalty: 8870.338867
Iteration 56Q: 15 clusters Score -4.688198e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258469 members 
Mstep: Class 2 contains 132710 members 
Mstep: Class 3 contains 3649 members 
Mstep: Class 4 contains 11549 members 
Mstep: Class 5 contains 19779 members 
Mstep: Class 6 contains 25728 members 
Mstep: Class 7 contains 38525 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 17 contains 315382 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 21 contains 288696 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46883748.000000 Penalty: 8870.338867
Iteration 57Q: 15 clusters Score -4.688375e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 258782 members 
Mstep: Class 2 contains 132843 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 11439 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 26504 members 
Mstep: Class 7 contains 38482 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 3032 members 
Mstep: Class 17 contains 312972 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 21 contains 290400 members 
Mstep: Class 22 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885520.000000 Penalty: 8870.338867
Iteration 58Q: 15 clusters Score -4.688552e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259197 members 
Mstep: Class 2 contains 132867 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 20270 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 38428 members 
Mstep: Class 9 contains 8780 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 17 contains 310834 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 21 contains 291855 members 
Mstep: Class 22 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46887016.000000 Penalty: 8870.338867
Iteration 59Q: 15 clusters Score -4.688702e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 259824 members 
Mstep: Class 2 contains 132928 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 11223 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 6 contains 27979 members 
Mstep: Class 7 contains 38383 members 
Mstep: Class 9 contains 8660 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 17 contains 308750 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 21 contains 293093 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889744.000000 Penalty: 8870.338867
Iteration 60F: 15 clusters Score -4.688974e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 260392 members 
Mstep: Class 2 contains 132863 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 11136 members 
Mstep: Class 5 contains 20680 members 
Mstep: Class 6 contains 28722 members 
Mstep: Class 7 contains 38295 members 
Mstep: Class 9 contains 8569 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 17 contains 306967 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 21 contains 293990 members 
Mstep: Class 22 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46892152.000000 Penalty: 8870.338867
Iteration 61Q: 15 clusters Score -4.689215e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 260986 members 
Mstep: Class 2 contains 132687 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 20896 members 
Mstep: Class 6 contains 29436 members 
Mstep: Class 7 contains 38276 members 
Mstep: Class 9 contains 8490 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 17 contains 305726 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 21 contains 294472 members 
Mstep: Class 22 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46894196.000000 Penalty: 8870.338867
Iteration 62Q: 15 clusters Score -4.68942e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 261590 members 
Mstep: Class 2 contains 132540 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 11001 members 
Mstep: Class 5 contains 21105 members 
Mstep: Class 6 contains 30111 members 
Mstep: Class 7 contains 38260 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 17 contains 304570 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 21 contains 294848 members 
Mstep: Class 22 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46895896.000000 Penalty: 8870.338867
Iteration 63Q: 15 clusters Score -4.68959e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 262305 members 
Mstep: Class 2 contains 132410 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 21283 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 7 contains 38262 members 
Mstep: Class 9 contains 8302 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 17 contains 303462 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 21 contains 295091 members 
Mstep: Class 22 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897572.000000 Penalty: 8870.338867
Iteration 64Q: 15 clusters Score -4.689757e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 263047 members 
Mstep: Class 2 contains 132247 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 21439 members 
Mstep: Class 6 contains 31404 members 
Mstep: Class 7 contains 38271 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 17 contains 302533 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 21 contains 295095 members 
Mstep: Class 22 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898964.000000 Penalty: 8870.338867
Iteration 65Q: 15 clusters Score -4.689896e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 263628 members 
Mstep: Class 2 contains 132116 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 21586 members 
Mstep: Class 6 contains 32059 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 17 contains 301811 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 21 contains 294985 members 
Mstep: Class 22 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900388.000000 Penalty: 8870.338867
Iteration 66Q: 15 clusters Score -4.690039e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 264272 members 
Mstep: Class 2 contains 131954 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 21716 members 
Mstep: Class 6 contains 32721 members 
Mstep: Class 7 contains 38293 members 
Mstep: Class 9 contains 8058 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 17 contains 301215 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 21 contains 294656 members 
Mstep: Class 22 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46901480.000000 Penalty: 8870.338867
Iteration 67Q: 15 clusters Score -4.690148e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 264753 members 
Mstep: Class 2 contains 131937 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 10868 members 
Mstep: Class 5 contains 21859 members 
Mstep: Class 6 contains 33337 members 
Mstep: Class 7 contains 38290 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 17 contains 300671 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 21 contains 294326 members 
Mstep: Class 22 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46902476.000000 Penalty: 8870.338867
Iteration 68Q: 15 clusters Score -4.690248e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 265212 members 
Mstep: Class 2 contains 132016 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 21986 members 
Mstep: Class 6 contains 33898 members 
Mstep: Class 7 contains 38284 members 
Mstep: Class 9 contains 7880 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 2839 members 
Mstep: Class 17 contains 300157 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 21 contains 293901 members 
Mstep: Class 22 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46903528.000000 Penalty: 8870.338867
Iteration 69Q: 15 clusters Score -4.690353e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 265638 members 
Mstep: Class 2 contains 132103 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 22107 members 
Mstep: Class 6 contains 34436 members 
Mstep: Class 7 contains 38307 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 17 contains 299720 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 21 contains 293344 members 
Mstep: Class 22 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46904304.000000 Penalty: 8870.338867
Iteration 70Q: 15 clusters Score -4.69043e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 265992 members 
Mstep: Class 2 contains 132195 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 10817 members 
Mstep: Class 5 contains 22225 members 
Mstep: Class 6 contains 34950 members 
Mstep: Class 7 contains 38338 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 17 contains 299284 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 21 contains 292842 members 
Mstep: Class 22 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46904976.000000 Penalty: 8870.338867
Iteration 71Q: 15 clusters Score -4.690498e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266270 members 
Mstep: Class 2 contains 132281 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 22357 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 38364 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 17 contains 298885 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 21 contains 292370 members 
Mstep: Class 22 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46905892.000000 Penalty: 8870.338867
Iteration 72Q: 15 clusters Score -4.690589e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266393 members 
Mstep: Class 2 contains 132253 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 10789 members 
Mstep: Class 5 contains 22504 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 38392 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 17 contains 298633 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 21 contains 291900 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46906636.000000 Penalty: 8870.338867
Iteration 73Q: 15 clusters Score -4.690664e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266450 members 
Mstep: Class 2 contains 132191 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 10760 members 
Mstep: Class 5 contains 22659 members 
Mstep: Class 6 contains 36569 members 
Mstep: Class 7 contains 38419 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 17 contains 298402 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 21 contains 291474 members 
Mstep: Class 22 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907156.000000 Penalty: 8870.338867
Iteration 74Q: 15 clusters Score -4.690716e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266449 members 
Mstep: Class 2 contains 132217 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 4 contains 10734 members 
Mstep: Class 5 contains 22812 members 
Mstep: Class 6 contains 37101 members 
Mstep: Class 7 contains 38405 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 17 contains 298186 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 21 contains 291061 members 
Mstep: Class 22 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907864.000000 Penalty: 8870.338867
Iteration 75Q: 15 clusters Score -4.690786e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266357 members 
Mstep: Class 2 contains 132256 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 10708 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 37634 members 
Mstep: Class 7 contains 38376 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 17 contains 298002 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 21 contains 290715 members 
Mstep: Class 22 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46908448.000000 Penalty: 8870.338867
Iteration 76Q: 15 clusters Score -4.690845e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266016 members 
Mstep: Class 2 contains 132280 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 38155 members 
Mstep: Class 7 contains 38368 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 17 contains 297755 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 21 contains 290687 members 
Mstep: Class 22 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909008.000000 Penalty: 8870.338867
Iteration 77Q: 15 clusters Score -4.690901e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 265686 members 
Mstep: Class 2 contains 132325 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 38644 members 
Mstep: Class 7 contains 38377 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 17 contains 297447 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 21 contains 290740 members 
Mstep: Class 22 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909772.000000 Penalty: 8870.338867
Iteration 78Q: 15 clusters Score -4.690977e+07 nChanged 5078
Entering ConstructFrom: 
Score: -46909772.000000 Penalty: 8870.338867
Entering ConstructFrom: 
Trying to split cluster 1 (265349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265349 members 
Entering Unmasked Estep 
Score: -11449037.000000 Penalty: 568.240417
	Iteration 0F: 2 clusters Score -1.144904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132334 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -11268390.000000 Penalty: 1136.480835
	Iteration 0F: 3 clusters Score -1.126839e+07 nChanged 131382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -11358459.000000 Penalty: 1136.480835
	Iteration 1F: 3 clusters Score -1.135846e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -11367623.000000 Penalty: 1136.480835
	Iteration 2F: 3 clusters Score -1.136762e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -11379811.000000 Penalty: 1136.480835
	Iteration 3F: 3 clusters Score -1.137981e+07 nChanged 18672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -11393202.000000 Penalty: 1136.480835
	Iteration 4F: 3 clusters Score -1.13932e+07 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 182633 members 
Entering Unmasked Estep 
Score: -11405468.000000 Penalty: 1136.480835
	Iteration 5F: 3 clusters Score -1.140547e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 187096 members 
Entering Unmasked Estep 
Score: -11413962.000000 Penalty: 1136.480835
	Iteration 6Q: 3 clusters Score -1.141396e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 190665 members 
Entering Unmasked Estep 
Score: -11419185.000000 Penalty: 1136.480835
	Iteration 7Q: 3 clusters Score -1.141918e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -11423244.000000 Penalty: 1136.480835
	Iteration 8Q: 3 clusters Score -1.142324e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 198501 members 
Entering Unmasked Estep 
Score: -11427378.000000 Penalty: 1136.480835
	Iteration 9Q: 3 clusters Score -1.142738e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 202509 members 
Entering Unmasked Estep 
Score: -11431768.000000 Penalty: 1136.480835
	Iteration 10Q: 3 clusters Score -1.143177e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 206266 members 
Entering Unmasked Estep 
Score: -11436295.000000 Penalty: 1136.480835
	Iteration 11Q: 3 clusters Score -1.14363e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 209544 members 
Entering Unmasked Estep 
Score: -11440392.000000 Penalty: 1136.480835
	Iteration 12Q: 3 clusters Score -1.144039e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -11443359.000000 Penalty: 1136.480835
	Iteration 13Q: 3 clusters Score -1.144336e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 214914 members 
Entering Unmasked Estep 
Score: -11445194.000000 Penalty: 1136.480835
	Iteration 14Q: 3 clusters Score -1.144519e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 217161 members 
Entering Unmasked Estep 
Score: -11446317.000000 Penalty: 1136.480835
	Iteration 15Q: 3 clusters Score -1.144632e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 219241 members 
Entering Unmasked Estep 
Score: -11447188.000000 Penalty: 1136.480835
	Iteration 16Q: 3 clusters Score -1.144719e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 221120 members 
Entering Unmasked Estep 
Score: -11447732.000000 Penalty: 1136.480835
	Iteration 17Q: 3 clusters Score -1.144773e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 222890 members 
Entering Unmasked Estep 
Score: -11448084.000000 Penalty: 1136.480835
	Iteration 18Q: 3 clusters Score -1.144808e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 224548 members 
Entering Unmasked Estep 
Score: -11448321.000000 Penalty: 1136.480835
	Iteration 19Q: 3 clusters Score -1.144832e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 226126 members 
Entering Unmasked Estep 
Score: -11448525.000000 Penalty: 1136.480835
	Iteration 20F: 3 clusters Score -1.144852e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 227647 members 
Entering Unmasked Estep 
Score: -11448792.000000 Penalty: 1136.480835
	Iteration 21Q: 3 clusters Score -1.144879e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 228928 members 
Entering Unmasked Estep 
Score: -11448847.000000 Penalty: 1136.480835
	Iteration 22Q: 3 clusters Score -1.144885e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 230192 members 
Entering Unmasked Estep 
Score: -11448957.000000 Penalty: 1136.480835
	Iteration 23Q: 3 clusters Score -1.144896e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 231386 members 
Entering Unmasked Estep 
Score: -11449046.000000 Penalty: 1136.480835
	Iteration 24Q: 3 clusters Score -1.144905e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 232500 members 
Entering Unmasked Estep 
Score: -11449146.000000 Penalty: 1136.480835
	Iteration 25Q: 3 clusters Score -1.144915e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 233540 members 
Entering Unmasked Estep 
Score: -11449143.000000 Penalty: 1136.480835
	Iteration 26Q: 3 clusters Score -1.144914e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 234515 members 
Entering Unmasked Estep 
Score: -11449212.000000 Penalty: 1136.480835
	Iteration 27Q: 3 clusters Score -1.144921e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 235427 members 
Entering Unmasked Estep 
Score: -11449240.000000 Penalty: 1136.480835
	Iteration 28Q: 3 clusters Score -1.144924e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 236270 members 
Entering Unmasked Estep 
Score: -11449389.000000 Penalty: 1136.480835
	Iteration 29Q: 3 clusters Score -1.144939e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 237078 members 
Entering Unmasked Estep 
Score: -11449422.000000 Penalty: 1136.480835
	Iteration 30Q: 3 clusters Score -1.144942e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 237855 members 
Entering Unmasked Estep 
Score: -11449393.000000 Penalty: 1136.480835
	Iteration 31Q: 3 clusters Score -1.144939e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 238600 members 
Entering Unmasked Estep 
Score: -11449448.000000 Penalty: 1136.480835
	Iteration 32Q: 3 clusters Score -1.144945e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 239294 members 
Entering Unmasked Estep 
Score: -11449466.000000 Penalty: 1136.480835
	Iteration 33Q: 3 clusters Score -1.144947e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 239973 members 
Entering Unmasked Estep 
Score: -11449473.000000 Penalty: 1136.480835
	Iteration 34Q: 3 clusters Score -1.144947e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -11449540.000000 Penalty: 1136.480835
	Iteration 35Q: 3 clusters Score -1.144954e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 241276 members 
Entering Unmasked Estep 
Score: -11449590.000000 Penalty: 1136.480835
	Iteration 36Q: 3 clusters Score -1.144959e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 241905 members 
Entering Unmasked Estep 
Score: -11449643.000000 Penalty: 1136.480835
	Iteration 37Q: 3 clusters Score -1.144964e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 242481 members 
Entering Unmasked Estep 
Score: -11449628.000000 Penalty: 1136.480835
	Iteration 38Q: 3 clusters Score -1.144963e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 243006 members 
Entering Unmasked Estep 
Score: -11449670.000000 Penalty: 1136.480835
	Iteration 39Q: 3 clusters Score -1.144967e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 243503 members 
Entering Unmasked Estep 
Score: -11449649.000000 Penalty: 1136.480835
	Iteration 40F: 3 clusters Score -1.144965e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 243971 members 
Entering Unmasked Estep 
Score: -11449654.000000 Penalty: 1136.480835
	Iteration 41Q: 3 clusters Score -1.144965e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 244423 members 
Entering Unmasked Estep 
Score: -11449685.000000 Penalty: 1136.480835
	Iteration 42Q: 3 clusters Score -1.144968e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 244862 members 
Entering Unmasked Estep 
Score: -11449691.000000 Penalty: 1136.480835
	Iteration 43Q: 3 clusters Score -1.144969e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 245285 members 
Entering Unmasked Estep 
Score: -11449720.000000 Penalty: 1136.480835
	Iteration 44Q: 3 clusters Score -1.144972e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 245669 members 
Entering Unmasked Estep 
Score: -11449711.000000 Penalty: 1136.480835
	Iteration 45Q: 3 clusters Score -1.144971e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 246008 members 
Entering Unmasked Estep 
Score: -11449703.000000 Penalty: 1136.480835
	Iteration 46Q: 3 clusters Score -1.14497e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 246321 members 
Entering Unmasked Estep 
Score: -11449710.000000 Penalty: 1136.480835
	Iteration 47Q: 3 clusters Score -1.144971e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 246631 members 
Entering Unmasked Estep 
Score: -11449705.000000 Penalty: 1136.480835
	Iteration 48Q: 3 clusters Score -1.14497e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 246942 members 
Entering Unmasked Estep 
Score: -11449679.000000 Penalty: 1136.480835
	Iteration 49Q: 3 clusters Score -1.144968e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 247282 members 
Entering Unmasked Estep 
Score: -11449658.000000 Penalty: 1136.480835
	Iteration 50Q: 3 clusters Score -1.144966e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 247627 members 
Entering Unmasked Estep 
Score: -11449656.000000 Penalty: 1136.480835
	Iteration 51Q: 3 clusters Score -1.144966e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 247949 members 
Entering Unmasked Estep 
Score: -11449648.000000 Penalty: 1136.480835
	Iteration 52Q: 3 clusters Score -1.144965e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 248238 members 
Entering Unmasked Estep 
Score: -11449640.000000 Penalty: 1136.480835
	Iteration 53Q: 3 clusters Score -1.144964e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 248507 members 
Entering Unmasked Estep 
Score: -11449650.000000 Penalty: 1136.480835
	Iteration 54Q: 3 clusters Score -1.144965e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 248751 members 
Entering Unmasked Estep 
Score: -11449632.000000 Penalty: 1136.480835
	Iteration 55Q: 3 clusters Score -1.144963e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 249005 members 
Entering Unmasked Estep 
Score: -11449613.000000 Penalty: 1136.480835
	Iteration 56Q: 3 clusters Score -1.144961e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 249250 members 
Entering Unmasked Estep 
Score: -11449580.000000 Penalty: 1136.480835
	Iteration 57Q: 3 clusters Score -1.144958e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 249509 members 
Entering Unmasked Estep 
Score: -11449569.000000 Penalty: 1136.480835
	Iteration 58Q: 3 clusters Score -1.144957e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 249750 members 
Entering Unmasked Estep 
Score: -11449566.000000 Penalty: 1136.480835
	Iteration 59Q: 3 clusters Score -1.144957e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 249964 members 
Entering Unmasked Estep 
Score: -11449566.000000 Penalty: 1136.480835
	Iteration 60F: 3 clusters Score -1.144957e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 250173 members 
Entering Unmasked Estep 
Score: -11449555.000000 Penalty: 1136.480835
	Iteration 61Q: 3 clusters Score -1.144956e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 250364 members 
Entering Unmasked Estep 
Score: -11449544.000000 Penalty: 1136.480835
	Iteration 62Q: 3 clusters Score -1.144954e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 250542 members 
Entering Unmasked Estep 
Score: -11449563.000000 Penalty: 1136.480835
	Iteration 63Q: 3 clusters Score -1.144956e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 250734 members 
Entering Unmasked Estep 
Score: -11449538.000000 Penalty: 1136.480835
	Iteration 64Q: 3 clusters Score -1.144954e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 250940 members 
Entering Unmasked Estep 
Score: -11449567.000000 Penalty: 1136.480835
	Iteration 65Q: 3 clusters Score -1.144957e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 251147 members 
Entering Unmasked Estep 
Score: -11449593.000000 Penalty: 1136.480835
	Iteration 66Q: 3 clusters Score -1.144959e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 251356 members 
Entering Unmasked Estep 
Score: -11449596.000000 Penalty: 1136.480835
	Iteration 67Q: 3 clusters Score -1.14496e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 251560 members 
Entering Unmasked Estep 
Score: -11449637.000000 Penalty: 1136.480835
	Iteration 68Q: 3 clusters Score -1.144964e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 251763 members 
Entering Unmasked Estep 
Score: -11449578.000000 Penalty: 1136.480835
	Iteration 69Q: 3 clusters Score -1.144958e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 251957 members 
Entering Unmasked Estep 
Score: -11449607.000000 Penalty: 1136.480835
	Iteration 70Q: 3 clusters Score -1.144961e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 252143 members 
Entering Unmasked Estep 
Score: -11449568.000000 Penalty: 1136.480835
	Iteration 71Q: 3 clusters Score -1.144957e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 252321 members 
Entering Unmasked Estep 
Score: -11449552.000000 Penalty: 1136.480835
	Iteration 72Q: 3 clusters Score -1.144955e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 252502 members 
Entering Unmasked Estep 
Score: -11449566.000000 Penalty: 1136.480835
	Iteration 73Q: 3 clusters Score -1.144957e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 252662 members 
Entering Unmasked Estep 
Score: -11449562.000000 Penalty: 1136.480835
	Iteration 74Q: 3 clusters Score -1.144956e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 252808 members 
Entering Unmasked Estep 
Score: -11449579.000000 Penalty: 1136.480835
	Iteration 75Q: 3 clusters Score -1.144958e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 252953 members 
Entering Unmasked Estep 
Score: -11449592.000000 Penalty: 1136.480835
	Iteration 76Q: 3 clusters Score -1.144959e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 253096 members 
Entering Unmasked Estep 
Score: -11449590.000000 Penalty: 1136.480835
	Iteration 77Q: 3 clusters Score -1.144959e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 253235 members 
Entering Unmasked Estep 
Score: -11449596.000000 Penalty: 1136.480835
	Iteration 78Q: 3 clusters Score -1.14496e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 253371 members 
Entering Unmasked Estep 
Score: -11449568.000000 Penalty: 1136.480835
	Iteration 79Q: 3 clusters Score -1.144957e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 253494 members 
Entering Unmasked Estep 
Score: -11449545.000000 Penalty: 1136.480835
	Iteration 80F: 3 clusters Score -1.144954e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 253593 members 
Entering Unmasked Estep 
Score: -11449528.000000 Penalty: 1136.480835
	Iteration 81Q: 3 clusters Score -1.144953e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 253702 members 
Entering Unmasked Estep 
Score: -11449549.000000 Penalty: 1136.480835
	Iteration 82Q: 3 clusters Score -1.144955e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 253818 members 
Entering Unmasked Estep 
Score: -11449567.000000 Penalty: 1136.480835
	Iteration 83Q: 3 clusters Score -1.144957e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 253915 members 
Entering Unmasked Estep 
Score: -11449572.000000 Penalty: 1136.480835
	Iteration 84Q: 3 clusters Score -1.144957e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 254014 members 
Entering Unmasked Estep 
Score: -11449564.000000 Penalty: 1136.480835
	Iteration 85Q: 3 clusters Score -1.144956e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 254116 members 
Entering Unmasked Estep 
Score: -11449551.000000 Penalty: 1136.480835
	Iteration 86Q: 3 clusters Score -1.144955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 254211 members 
Entering Unmasked Estep 
Score: -11449551.000000 Penalty: 1136.480835
	Iteration 87Q: 3 clusters Score -1.144955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 254306 members 
Entering Unmasked Estep 
Score: -11449519.000000 Penalty: 1136.480835
	Iteration 88Q: 3 clusters Score -1.144952e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 254399 members 
Entering Unmasked Estep 
Score: -11449520.000000 Penalty: 1136.480835
	Iteration 89Q: 3 clusters Score -1.144952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 254482 members 
Entering Unmasked Estep 
Score: -11449551.000000 Penalty: 1136.480835
	Iteration 90Q: 3 clusters Score -1.144955e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 254571 members 
Entering Unmasked Estep 
Score: -11449537.000000 Penalty: 1136.480835
	Iteration 91Q: 3 clusters Score -1.144954e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 254661 members 
Entering Unmasked Estep 
Score: -11449529.000000 Penalty: 1136.480835
	Iteration 92Q: 3 clusters Score -1.144953e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 254745 members 
Entering Unmasked Estep 
Score: -11449504.000000 Penalty: 1136.480835
	Iteration 93Q: 3 clusters Score -1.14495e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 254820 members 
Entering Unmasked Estep 
Score: -11449495.000000 Penalty: 1136.480835
	Iteration 94Q: 3 clusters Score -1.14495e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 254882 members 
Entering Unmasked Estep 
Score: -11449480.000000 Penalty: 1136.480835
	Iteration 95Q: 3 clusters Score -1.144948e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 254935 members 
Entering Unmasked Estep 
Score: -11449475.000000 Penalty: 1136.480835
	Iteration 96Q: 3 clusters Score -1.144948e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 254981 members 
Entering Unmasked Estep 
Score: -11449479.000000 Penalty: 1136.480835
	Iteration 97Q: 3 clusters Score -1.144948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 255021 members 
Entering Unmasked Estep 
Score: -11449477.000000 Penalty: 1136.480835
	Iteration 98Q: 3 clusters Score -1.144948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 255058 members 
Entering Unmasked Estep 
Score: -11449473.000000 Penalty: 1136.480835
	Iteration 99Q: 3 clusters Score -1.144947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 255096 members 
Entering Unmasked Estep 
Score: -11449463.000000 Penalty: 1136.480835
	Iteration 100F: 3 clusters Score -1.144946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 255133 members 
Entering Unmasked Estep 
Score: -11449468.000000 Penalty: 1136.480835
	Iteration 101Q: 3 clusters Score -1.144947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 255174 members 
Entering Unmasked Estep 
Score: -11449472.000000 Penalty: 1136.480835
	Iteration 102Q: 3 clusters Score -1.144947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 255213 members 
Entering Unmasked Estep 
Score: -11449473.000000 Penalty: 1136.480835
	Iteration 103Q: 3 clusters Score -1.144947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 255244 members 
Entering Unmasked Estep 
Score: -11449457.000000 Penalty: 1136.480835
	Iteration 104Q: 3 clusters Score -1.144946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 255275 members 
Entering Unmasked Estep 
Score: -11449451.000000 Penalty: 1136.480835
	Iteration 105Q: 3 clusters Score -1.144945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 255309 members 
Entering Unmasked Estep 
Score: -11449452.000000 Penalty: 1136.480835
	Iteration 106Q: 3 clusters Score -1.144945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 255341 members 
Entering Unmasked Estep 
Score: -11449461.000000 Penalty: 1136.480835
	Iteration 107Q: 3 clusters Score -1.144946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 255379 members 
Entering Unmasked Estep 
Score: -11449465.000000 Penalty: 1136.480835
	Iteration 108Q: 3 clusters Score -1.144946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 255416 members 
Entering Unmasked Estep 
Score: -11449466.000000 Penalty: 1136.480835
	Iteration 109Q: 3 clusters Score -1.144947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 255445 members 
Entering Unmasked Estep 
Score: -11449454.000000 Penalty: 1136.480835
	Iteration 110Q: 3 clusters Score -1.144945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 255470 members 
Entering Unmasked Estep 
Score: -11449453.000000 Penalty: 1136.480835
	Iteration 111Q: 3 clusters Score -1.144945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 255496 members 
Entering Unmasked Estep 
Score: -11449445.000000 Penalty: 1136.480835
	Iteration 112Q: 3 clusters Score -1.144944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 255525 members 
Entering Unmasked Estep 
Score: -11449449.000000 Penalty: 1136.480835
	Iteration 113Q: 3 clusters Score -1.144945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 255548 members 
Entering Unmasked Estep 
Score: -11449441.000000 Penalty: 1136.480835
	Iteration 114Q: 3 clusters Score -1.144944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 255570 members 
Entering Unmasked Estep 
Score: -11449440.000000 Penalty: 1136.480835
	Iteration 115Q: 3 clusters Score -1.144944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 255591 members 
Entering Unmasked Estep 
Score: -11449434.000000 Penalty: 1136.480835
	Iteration 116Q: 3 clusters Score -1.144943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 255612 members 
Entering Unmasked Estep 
Score: -11449422.000000 Penalty: 1136.480835
	Iteration 117Q: 3 clusters Score -1.144942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 255632 members 
Entering Unmasked Estep 
Score: -11449406.000000 Penalty: 1136.480835
	Iteration 118Q: 3 clusters Score -1.144941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 255651 members 
Entering Unmasked Estep 
Score: -11449409.000000 Penalty: 1136.480835
	Iteration 119Q: 3 clusters Score -1.144941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 255669 members 
Entering Unmasked Estep 
Score: -11449428.000000 Penalty: 1136.480835
	Iteration 120F: 3 clusters Score -1.144943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 255684 members 
Entering Unmasked Estep 
Score: -11449435.000000 Penalty: 1136.480835
	Iteration 121Q: 3 clusters Score -1.144944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 255699 members 
Entering Unmasked Estep 
Score: -11449437.000000 Penalty: 1136.480835
	Iteration 122Q: 3 clusters Score -1.144944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 255713 members 
Entering Unmasked Estep 
Score: -11449438.000000 Penalty: 1136.480835
	Iteration 123Q: 3 clusters Score -1.144944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 255722 members 
Entering Unmasked Estep 
Score: -11449438.000000 Penalty: 1136.480835
	Iteration 124Q: 3 clusters Score -1.144944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 255731 members 
Entering Unmasked Estep 
Score: -11449435.000000 Penalty: 1136.480835
	Iteration 125Q: 3 clusters Score -1.144944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 255743 members 
Entering Unmasked Estep 
Score: -11449443.000000 Penalty: 1136.480835
	Iteration 126Q: 3 clusters Score -1.144944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 255753 members 
Entering Unmasked Estep 
Score: -11449435.000000 Penalty: 1136.480835
	Iteration 127Q: 3 clusters Score -1.144944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 255764 members 
Entering Unmasked Estep 
Score: -11449447.000000 Penalty: 1136.480835
	Iteration 128Q: 3 clusters Score -1.144945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 255775 members 
Entering Unmasked Estep 
Score: -11449446.000000 Penalty: 1136.480835
	Iteration 129Q: 3 clusters Score -1.144945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 255783 members 
Entering Unmasked Estep 
Score: -11449450.000000 Penalty: 1136.480835
	Iteration 130Q: 3 clusters Score -1.144945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 255790 members 
Entering Unmasked Estep 
Score: -11449447.000000 Penalty: 1136.480835
	Iteration 131Q: 3 clusters Score -1.144945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 255798 members 
Entering Unmasked Estep 
Score: -11449438.000000 Penalty: 1136.480835
	Iteration 132Q: 3 clusters Score -1.144944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 255805 members 
Entering Unmasked Estep 
Score: -11449437.000000 Penalty: 1136.480835
	Iteration 133Q: 3 clusters Score -1.144944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 255817 members 
Entering Unmasked Estep 
Score: -11449434.000000 Penalty: 1136.480835
	Iteration 134Q: 3 clusters Score -1.144943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 255830 members 
Entering Unmasked Estep 
Score: -11449432.000000 Penalty: 1136.480835
	Iteration 135Q: 3 clusters Score -1.144943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 255850 members 
Entering Unmasked Estep 
Score: -11449423.000000 Penalty: 1136.480835
	Iteration 136Q: 3 clusters Score -1.144942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 255872 members 
Entering Unmasked Estep 
Score: -11449408.000000 Penalty: 1136.480835
	Iteration 137Q: 3 clusters Score -1.144941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 255899 members 
Entering Unmasked Estep 
Score: -11449392.000000 Penalty: 1136.480835
	Iteration 138Q: 3 clusters Score -1.144939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 255922 members 
Entering Unmasked Estep 
Score: -11449386.000000 Penalty: 1136.480835
	Iteration 139Q: 3 clusters Score -1.144939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 255946 members 
Entering Unmasked Estep 
Score: -11449385.000000 Penalty: 1136.480835
	Iteration 140F: 3 clusters Score -1.144938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 255978 members 
Entering Unmasked Estep 
Score: -11449374.000000 Penalty: 1136.480835
	Iteration 141Q: 3 clusters Score -1.144937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 256007 members 
Entering Unmasked Estep 
Score: -11449380.000000 Penalty: 1136.480835
	Iteration 142Q: 3 clusters Score -1.144938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 256039 members 
Entering Unmasked Estep 
Score: -11449375.000000 Penalty: 1136.480835
	Iteration 143Q: 3 clusters Score -1.144938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 256073 members 
Entering Unmasked Estep 
Score: -11449364.000000 Penalty: 1136.480835
	Iteration 144Q: 3 clusters Score -1.144936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 256104 members 
Entering Unmasked Estep 
Score: -11449352.000000 Penalty: 1136.480835
	Iteration 145Q: 3 clusters Score -1.144935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 256129 members 
Entering Unmasked Estep 
Score: -11449343.000000 Penalty: 1136.480835
	Iteration 146Q: 3 clusters Score -1.144934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 256157 members 
Entering Unmasked Estep 
Score: -11449337.000000 Penalty: 1136.480835
	Iteration 147Q: 3 clusters Score -1.144934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 256192 members 
Entering Unmasked Estep 
Score: -11449352.000000 Penalty: 1136.480835
	Iteration 148Q: 3 clusters Score -1.144935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 256232 members 
Entering Unmasked Estep 
Score: -11449358.000000 Penalty: 1136.480835
	Iteration 149Q: 3 clusters Score -1.144936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 256260 members 
Entering Unmasked Estep 
Score: -11449338.000000 Penalty: 1136.480835
	Iteration 150Q: 3 clusters Score -1.144934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 256297 members 
Entering Unmasked Estep 
Score: -11449342.000000 Penalty: 1136.480835
	Iteration 151Q: 3 clusters Score -1.144934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 256333 members 
Entering Unmasked Estep 
Score: -11449328.000000 Penalty: 1136.480835
	Iteration 152Q: 3 clusters Score -1.144933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 256371 members 
Entering Unmasked Estep 
Score: -11449331.000000 Penalty: 1136.480835
	Iteration 153Q: 3 clusters Score -1.144933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 256408 members 
Entering Unmasked Estep 
Score: -11449321.000000 Penalty: 1136.480835
	Iteration 154Q: 3 clusters Score -1.144932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 256432 members 
Entering Unmasked Estep 
Score: -11449322.000000 Penalty: 1136.480835
	Iteration 155Q: 3 clusters Score -1.144932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 256455 members 
Entering Unmasked Estep 
Score: -11449306.000000 Penalty: 1136.480835
	Iteration 156Q: 3 clusters Score -1.144931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 256476 members 
Entering Unmasked Estep 
Score: -11449314.000000 Penalty: 1136.480835
	Iteration 157Q: 3 clusters Score -1.144931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 256495 members 
Entering Unmasked Estep 
Score: -11449316.000000 Penalty: 1136.480835
	Iteration 158Q: 3 clusters Score -1.144932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 256514 members 
Entering Unmasked Estep 
Score: -11449327.000000 Penalty: 1136.480835
	Iteration 159Q: 3 clusters Score -1.144933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 256527 members 
Entering Unmasked Estep 
Score: -11449334.000000 Penalty: 1136.480835
	Iteration 160F: 3 clusters Score -1.144933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 256542 members 
Entering Unmasked Estep 
Score: -11449347.000000 Penalty: 1136.480835
	Iteration 161Q: 3 clusters Score -1.144935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 256553 members 
Entering Unmasked Estep 
Score: -11449350.000000 Penalty: 1136.480835
	Iteration 162Q: 3 clusters Score -1.144935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 256560 members 
Entering Unmasked Estep 
Score: -11449350.000000 Penalty: 1136.480835
	Iteration 163Q: 3 clusters Score -1.144935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 256563 members 
Entering Unmasked Estep 
Score: -11449345.000000 Penalty: 1136.480835
	Iteration 164Q: 3 clusters Score -1.144934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 256566 members 
Entering Unmasked Estep 
Score: -11449348.000000 Penalty: 1136.480835
	Iteration 165Q: 3 clusters Score -1.144935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 256569 members 
Entering Unmasked Estep 
Score: -11449350.000000 Penalty: 1136.480835
	Iteration 166Q: 3 clusters Score -1.144935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 256572 members 
Entering Unmasked Estep 
Score: -11449351.000000 Penalty: 1136.480835
	Iteration 167Q: 3 clusters Score -1.144935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 256574 members 
Entering Unmasked Estep 
Score: -11449352.000000 Penalty: 1136.480835
	Iteration 168Q: 3 clusters Score -1.144935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 256578 members 
Entering Unmasked Estep 
Score: -11449352.000000 Penalty: 1136.480835
	Iteration 169Q: 3 clusters Score -1.144935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 256587 members 
Entering Unmasked Estep 
Score: -11449347.000000 Penalty: 1136.480835
	Iteration 170Q: 3 clusters Score -1.144935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 256598 members 
Entering Unmasked Estep 
Score: -11449349.000000 Penalty: 1136.480835
	Iteration 171Q: 3 clusters Score -1.144935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 256608 members 
Entering Unmasked Estep 
Score: -11449349.000000 Penalty: 1136.480835
	Iteration 172Q: 3 clusters Score -1.144935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 256618 members 
Entering Unmasked Estep 
Score: -11449347.000000 Penalty: 1136.480835
	Iteration 173Q: 3 clusters Score -1.144935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 256627 members 
Entering Unmasked Estep 
Score: -11449352.000000 Penalty: 1136.480835
	Iteration 174Q: 3 clusters Score -1.144935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 256641 members 
Entering Unmasked Estep 
Score: -11449340.000000 Penalty: 1136.480835
	Iteration 175Q: 3 clusters Score -1.144934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 256658 members 
Entering Unmasked Estep 
Score: -11449349.000000 Penalty: 1136.480835
	Iteration 176Q: 3 clusters Score -1.144935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 256678 members 
Entering Unmasked Estep 
Score: -11449346.000000 Penalty: 1136.480835
	Iteration 177Q: 3 clusters Score -1.144935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 256703 members 
Entering Unmasked Estep 
Score: -11449340.000000 Penalty: 1136.480835
	Iteration 178Q: 3 clusters Score -1.144934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 256736 members 
Entering Unmasked Estep 
Score: -11449349.000000 Penalty: 1136.480835
	Iteration 179Q: 3 clusters Score -1.144935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 256776 members 
Entering Unmasked Estep 
Score: -11449344.000000 Penalty: 1136.480835
	Iteration 180F: 3 clusters Score -1.144934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 256814 members 
Entering Unmasked Estep 
Score: -11449351.000000 Penalty: 1136.480835
	Iteration 181Q: 3 clusters Score -1.144935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 256855 members 
Entering Unmasked Estep 
Score: -11449343.000000 Penalty: 1136.480835
	Iteration 182Q: 3 clusters Score -1.144934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 256891 members 
Entering Unmasked Estep 
Score: -11449343.000000 Penalty: 1136.480835
	Iteration 183Q: 3 clusters Score -1.144934e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 256936 members 
Entering Unmasked Estep 
Score: -11449325.000000 Penalty: 1136.480835
	Iteration 184Q: 3 clusters Score -1.144932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 256987 members 
Entering Unmasked Estep 
Score: -11449311.000000 Penalty: 1136.480835
	Iteration 185Q: 3 clusters Score -1.144931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 257033 members 
Entering Unmasked Estep 
Score: -11449306.000000 Penalty: 1136.480835
	Iteration 186Q: 3 clusters Score -1.144931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 257075 members 
Entering Unmasked Estep 
Score: -11449295.000000 Penalty: 1136.480835
	Iteration 187Q: 3 clusters Score -1.14493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 257120 members 
Entering Unmasked Estep 
Score: -11449309.000000 Penalty: 1136.480835
	Iteration 188Q: 3 clusters Score -1.144931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 257161 members 
Entering Unmasked Estep 
Score: -11449317.000000 Penalty: 1136.480835
	Iteration 189Q: 3 clusters Score -1.144932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 257210 members 
Entering Unmasked Estep 
Score: -11449317.000000 Penalty: 1136.480835
	Iteration 190Q: 3 clusters Score -1.144932e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 257262 members 
Entering Unmasked Estep 
Score: -11449314.000000 Penalty: 1136.480835
	Iteration 191Q: 3 clusters Score -1.144931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 257303 members 
Entering Unmasked Estep 
Score: -11449309.000000 Penalty: 1136.480835
	Iteration 192Q: 3 clusters Score -1.144931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 257336 members 
Entering Unmasked Estep 
Score: -11449300.000000 Penalty: 1136.480835
	Iteration 193Q: 3 clusters Score -1.14493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 257364 members 
Entering Unmasked Estep 
Score: -11449310.000000 Penalty: 1136.480835
	Iteration 194Q: 3 clusters Score -1.144931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 257395 members 
Entering Unmasked Estep 
Score: -11449302.000000 Penalty: 1136.480835
	Iteration 195Q: 3 clusters Score -1.14493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 257422 members 
Entering Unmasked Estep 
Score: -11449301.000000 Penalty: 1136.480835
	Iteration 196Q: 3 clusters Score -1.14493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 257451 members 
Entering Unmasked Estep 
Score: -11449286.000000 Penalty: 1136.480835
	Iteration 197Q: 3 clusters Score -1.144929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 257471 members 
Entering Unmasked Estep 
Score: -11449283.000000 Penalty: 1136.480835
	Iteration 198Q: 3 clusters Score -1.144928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 257497 members 
Entering Unmasked Estep 
Score: -11449287.000000 Penalty: 1136.480835
	Iteration 199Q: 3 clusters Score -1.144929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 257527 members 
Entering Unmasked Estep 
Score: -11449280.000000 Penalty: 1136.480835
	Iteration 200F: 3 clusters Score -1.144928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 257557 members 
Entering Unmasked Estep 
Score: -11449276.000000 Penalty: 1136.480835
	Iteration 201Q: 3 clusters Score -1.144928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 257584 members 
Entering Unmasked Estep 
Score: -11449276.000000 Penalty: 1136.480835
	Iteration 202Q: 3 clusters Score -1.144928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 257620 members 
Entering Unmasked Estep 
Score: -11449256.000000 Penalty: 1136.480835
	Iteration 203Q: 3 clusters Score -1.144926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 257662 members 
Entering Unmasked Estep 
Score: -11449264.000000 Penalty: 1136.480835
	Iteration 204Q: 3 clusters Score -1.144926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 257694 members 
Entering Unmasked Estep 
Score: -11449267.000000 Penalty: 1136.480835
	Iteration 205Q: 3 clusters Score -1.144927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 257727 members 
Entering Unmasked Estep 
Score: -11449265.000000 Penalty: 1136.480835
	Iteration 206Q: 3 clusters Score -1.144926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 257748 members 
Entering Unmasked Estep 
Score: -11449256.000000 Penalty: 1136.480835
	Iteration 207Q: 3 clusters Score -1.144926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 257765 members 
Entering Unmasked Estep 
Score: -11449253.000000 Penalty: 1136.480835
	Iteration 208Q: 3 clusters Score -1.144925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 257781 members 
Entering Unmasked Estep 
Score: -11449255.000000 Penalty: 1136.480835
	Iteration 209Q: 3 clusters Score -1.144926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 257792 members 
Entering Unmasked Estep 
Score: -11449251.000000 Penalty: 1136.480835
	Iteration 210Q: 3 clusters Score -1.144925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 257802 members 
Entering Unmasked Estep 
Score: -11449258.000000 Penalty: 1136.480835
	Iteration 211Q: 3 clusters Score -1.144926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 257813 members 
Entering Unmasked Estep 
Score: -11449264.000000 Penalty: 1136.480835
	Iteration 212Q: 3 clusters Score -1.144926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 257824 members 
Entering Unmasked Estep 
Score: -11449255.000000 Penalty: 1136.480835
	Iteration 213Q: 3 clusters Score -1.144926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 257834 members 
Entering Unmasked Estep 
Score: -11449252.000000 Penalty: 1136.480835
	Iteration 214Q: 3 clusters Score -1.144925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 257844 members 
Entering Unmasked Estep 
Score: -11449246.000000 Penalty: 1136.480835
	Iteration 215Q: 3 clusters Score -1.144925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 257854 members 
Entering Unmasked Estep 
Score: -11449244.000000 Penalty: 1136.480835
	Iteration 216Q: 3 clusters Score -1.144924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 257863 members 
Entering Unmasked Estep 
Score: -11449254.000000 Penalty: 1136.480835
	Iteration 217Q: 3 clusters Score -1.144925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 257873 members 
Entering Unmasked Estep 
Score: -11449248.000000 Penalty: 1136.480835
	Iteration 218Q: 3 clusters Score -1.144925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 257885 members 
Entering Unmasked Estep 
Score: -11449237.000000 Penalty: 1136.480835
	Iteration 219Q: 3 clusters Score -1.144924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 257898 members 
Entering Unmasked Estep 
Score: -11449240.000000 Penalty: 1136.480835
	Iteration 220F: 3 clusters Score -1.144924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 257913 members 
Entering Unmasked Estep 
Score: -11449239.000000 Penalty: 1136.480835
	Iteration 221Q: 3 clusters Score -1.144924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 257928 members 
Entering Unmasked Estep 
Score: -11449235.000000 Penalty: 1136.480835
	Iteration 222Q: 3 clusters Score -1.144924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 257939 members 
Entering Unmasked Estep 
Score: -11449222.000000 Penalty: 1136.480835
	Iteration 223Q: 3 clusters Score -1.144922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 257952 members 
Entering Unmasked Estep 
Score: -11449218.000000 Penalty: 1136.480835
	Iteration 224Q: 3 clusters Score -1.144922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 257963 members 
Entering Unmasked Estep 
Score: -11449217.000000 Penalty: 1136.480835
	Iteration 225Q: 3 clusters Score -1.144922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 257975 members 
Entering Unmasked Estep 
Score: -11449213.000000 Penalty: 1136.480835
	Iteration 226Q: 3 clusters Score -1.144921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 257984 members 
Entering Unmasked Estep 
Score: -11449215.000000 Penalty: 1136.480835
	Iteration 227Q: 3 clusters Score -1.144922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 257993 members 
Entering Unmasked Estep 
Score: -11449214.000000 Penalty: 1136.480835
	Iteration 228Q: 3 clusters Score -1.144921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 258007 members 
Entering Unmasked Estep 
Score: -11449222.000000 Penalty: 1136.480835
	Iteration 229Q: 3 clusters Score -1.144922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 258018 members 
Entering Unmasked Estep 
Score: -11449216.000000 Penalty: 1136.480835
	Iteration 230Q: 3 clusters Score -1.144922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 258026 members 
Entering Unmasked Estep 
Score: -11449215.000000 Penalty: 1136.480835
	Iteration 231Q: 3 clusters Score -1.144922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 258034 members 
Entering Unmasked Estep 
Score: -11449206.000000 Penalty: 1136.480835
	Iteration 232Q: 3 clusters Score -1.144921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 258039 members 
Entering Unmasked Estep 
Score: -11449205.000000 Penalty: 1136.480835
	Iteration 233Q: 3 clusters Score -1.14492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 258047 members 
Entering Unmasked Estep 
Score: -11449209.000000 Penalty: 1136.480835
	Iteration 234Q: 3 clusters Score -1.144921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 258061 members 
Entering Unmasked Estep 
Score: -11449207.000000 Penalty: 1136.480835
	Iteration 235Q: 3 clusters Score -1.144921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 258071 members 
Entering Unmasked Estep 
Score: -11449209.000000 Penalty: 1136.480835
	Iteration 236Q: 3 clusters Score -1.144921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 258077 members 
Entering Unmasked Estep 
Score: -11449206.000000 Penalty: 1136.480835
	Iteration 237Q: 3 clusters Score -1.144921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 258083 members 
Entering Unmasked Estep 
Score: -11449210.000000 Penalty: 1136.480835
	Iteration 238Q: 3 clusters Score -1.144921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 258090 members 
Entering Unmasked Estep 
Score: -11449211.000000 Penalty: 1136.480835
	Iteration 239Q: 3 clusters Score -1.144921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 258093 members 
Entering Unmasked Estep 
Score: -11449209.000000 Penalty: 1136.480835
	Iteration 240F: 3 clusters Score -1.144921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 258094 members 
Entering Unmasked Estep 
Score: -11449205.000000 Penalty: 1136.480835
	Iteration 241Q: 3 clusters Score -1.14492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 258094 members 
Entering Unmasked Estep 
Score: -11449203.000000 Penalty: 1136.480835
	Iteration 242Q: 3 clusters Score -1.14492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 258095 members 
Entering Unmasked Estep 
Score: -11449200.000000 Penalty: 1136.480835
	Iteration 243Q: 3 clusters Score -1.14492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 258095 members 
Entering Unmasked Estep 
Score: -11449200.000000 Penalty: 1136.480835
	Iteration 244F: 3 clusters Score -1.14492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 132433 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 39082 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
Score: -46910044.000000 Penalty: 9503.934570
Splitting cluster 1 changes total score from -46909772.000000 to -46910044.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (132433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132433 members 
Entering Unmasked Estep 
Score: -5774431.000000 Penalty: 536.619324
	Iteration 0F: 2 clusters Score -5774431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -5684154.500000 Penalty: 1073.238647
	Iteration 0F: 3 clusters Score -5684154 nChanged 65205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -5728434.500000 Penalty: 1073.238647
	Iteration 1F: 3 clusters Score -5728434 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -5732472.000000 Penalty: 1073.238647
	Iteration 2F: 3 clusters Score -5732472 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5737756.000000 Penalty: 1073.238647
	Iteration 3F: 3 clusters Score -5737756 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -5744251.000000 Penalty: 1073.238647
	Iteration 4F: 3 clusters Score -5744251 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -5751229.500000 Penalty: 1073.238647
	Iteration 5F: 3 clusters Score -5751230 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -5758139.500000 Penalty: 1073.238647
	Iteration 6F: 3 clusters Score -5758140 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5763700.500000 Penalty: 1073.238647
	Iteration 7Q: 3 clusters Score -5763700 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5767364.000000 Penalty: 1073.238647
	Iteration 8Q: 3 clusters Score -5767364 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5769390.000000 Penalty: 1073.238647
	Iteration 9Q: 3 clusters Score -5769390 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5770552.000000 Penalty: 1073.238647
	Iteration 10Q: 3 clusters Score -5770552 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -5771349.500000 Penalty: 1073.238647
	Iteration 11Q: 3 clusters Score -5771350 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5772018.500000 Penalty: 1073.238647
	Iteration 12Q: 3 clusters Score -5772018 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5772655.000000 Penalty: 1073.238647
	Iteration 13Q: 3 clusters Score -5772655 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5773290.000000 Penalty: 1073.238647
	Iteration 14Q: 3 clusters Score -5773290 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123098 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -5773776.000000 Penalty: 1073.238647
	Iteration 15Q: 3 clusters Score -5773776 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -5774169.500000 Penalty: 1073.238647
	Iteration 16Q: 3 clusters Score -5774170 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -5774456.500000 Penalty: 1073.238647
	Iteration 17Q: 3 clusters Score -5774456 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -5774608.000000 Penalty: 1073.238647
	Iteration 18Q: 3 clusters Score -5774608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5774735.500000 Penalty: 1073.238647
	Iteration 19Q: 3 clusters Score -5774736 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5774856.500000 Penalty: 1073.238647
	Iteration 20F: 3 clusters Score -5774856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -5774944.500000 Penalty: 1073.238647
	Iteration 21Q: 3 clusters Score -5774944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121727 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -5774999.500000 Penalty: 1073.238647
	Iteration 22Q: 3 clusters Score -5775000 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121617 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -5775020.000000 Penalty: 1073.238647
	Iteration 23Q: 3 clusters Score -5775020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121505 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5775043.500000 Penalty: 1073.238647
	Iteration 24Q: 3 clusters Score -5775044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -5775046.000000 Penalty: 1073.238647
	Iteration 25Q: 3 clusters Score -5775046 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5775061.500000 Penalty: 1073.238647
	Iteration 26Q: 3 clusters Score -5775062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -5775073.500000 Penalty: 1073.238647
	Iteration 27Q: 3 clusters Score -5775074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5775078.500000 Penalty: 1073.238647
	Iteration 28Q: 3 clusters Score -5775078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -5775091.000000 Penalty: 1073.238647
	Iteration 29Q: 3 clusters Score -5775091 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120771 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5775104.500000 Penalty: 1073.238647
	Iteration 30Q: 3 clusters Score -5775104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5775120.000000 Penalty: 1073.238647
	Iteration 31Q: 3 clusters Score -5775120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5775125.500000 Penalty: 1073.238647
	Iteration 32Q: 3 clusters Score -5775126 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5775145.000000 Penalty: 1073.238647
	Iteration 33Q: 3 clusters Score -5775145 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5775155.000000 Penalty: 1073.238647
	Iteration 34Q: 3 clusters Score -5775155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120011 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5775175.000000 Penalty: 1073.238647
	Iteration 35Q: 3 clusters Score -5775175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5775187.500000 Penalty: 1073.238647
	Iteration 36Q: 3 clusters Score -5775188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5775201.500000 Penalty: 1073.238647
	Iteration 37Q: 3 clusters Score -5775202 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5775219.000000 Penalty: 1073.238647
	Iteration 38Q: 3 clusters Score -5775219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5775238.000000 Penalty: 1073.238647
	Iteration 39Q: 3 clusters Score -5775238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5775250.000000 Penalty: 1073.238647
	Iteration 40F: 3 clusters Score -5775250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119017 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5775261.000000 Penalty: 1073.238647
	Iteration 41Q: 3 clusters Score -5775261 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5775277.500000 Penalty: 1073.238647
	Iteration 42Q: 3 clusters Score -5775278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5775302.500000 Penalty: 1073.238647
	Iteration 43Q: 3 clusters Score -5775302 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -5775318.500000 Penalty: 1073.238647
	Iteration 44Q: 3 clusters Score -5775318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118339 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5775307.000000 Penalty: 1073.238647
	Iteration 45Q: 3 clusters Score -5775307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5775348.000000 Penalty: 1073.238647
	Iteration 46Q: 3 clusters Score -5775348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118037 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5775353.500000 Penalty: 1073.238647
	Iteration 47Q: 3 clusters Score -5775354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5775368.000000 Penalty: 1073.238647
	Iteration 48Q: 3 clusters Score -5775368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5775374.000000 Penalty: 1073.238647
	Iteration 49Q: 3 clusters Score -5775374 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5775378.500000 Penalty: 1073.238647
	Iteration 50Q: 3 clusters Score -5775378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5775387.500000 Penalty: 1073.238647
	Iteration 51Q: 3 clusters Score -5775388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5775405.500000 Penalty: 1073.238647
	Iteration 52Q: 3 clusters Score -5775406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117073 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5775422.500000 Penalty: 1073.238647
	Iteration 53Q: 3 clusters Score -5775422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -5775431.000000 Penalty: 1073.238647
	Iteration 54Q: 3 clusters Score -5775431 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5775457.500000 Penalty: 1073.238647
	Iteration 55Q: 3 clusters Score -5775458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116530 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -5775482.000000 Penalty: 1073.238647
	Iteration 56Q: 3 clusters Score -5775482 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5775495.000000 Penalty: 1073.238647
	Iteration 57Q: 3 clusters Score -5775495 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5775497.000000 Penalty: 1073.238647
	Iteration 58Q: 3 clusters Score -5775497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5775487.500000 Penalty: 1073.238647
	Iteration 59Q: 3 clusters Score -5775488 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -5775505.500000 Penalty: 1073.238647
	Iteration 60F: 3 clusters Score -5775506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -5775529.500000 Penalty: 1073.238647
	Iteration 61Q: 3 clusters Score -5775530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5775554.500000 Penalty: 1073.238647
	Iteration 62Q: 3 clusters Score -5775554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5775564.500000 Penalty: 1073.238647
	Iteration 63Q: 3 clusters Score -5775564 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -5775589.000000 Penalty: 1073.238647
	Iteration 64Q: 3 clusters Score -5775589 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -5775602.000000 Penalty: 1073.238647
	Iteration 65Q: 3 clusters Score -5775602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5775636.500000 Penalty: 1073.238647
	Iteration 66Q: 3 clusters Score -5775636 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5775630.500000 Penalty: 1073.238647
	Iteration 67Q: 3 clusters Score -5775630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5775630.000000 Penalty: 1073.238647
	Iteration 68Q: 3 clusters Score -5775630 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -5775622.000000 Penalty: 1073.238647
	Iteration 69Q: 3 clusters Score -5775622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5775643.500000 Penalty: 1073.238647
	Iteration 70Q: 3 clusters Score -5775644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -5775661.000000 Penalty: 1073.238647
	Iteration 71Q: 3 clusters Score -5775661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5775677.000000 Penalty: 1073.238647
	Iteration 72Q: 3 clusters Score -5775677 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5775684.500000 Penalty: 1073.238647
	Iteration 73Q: 3 clusters Score -5775684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5775698.500000 Penalty: 1073.238647
	Iteration 74Q: 3 clusters Score -5775698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5775694.500000 Penalty: 1073.238647
	Iteration 75Q: 3 clusters Score -5775694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5775709.500000 Penalty: 1073.238647
	Iteration 76Q: 3 clusters Score -5775710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5775703.500000 Penalty: 1073.238647
	Iteration 77Q: 3 clusters Score -5775704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5775718.000000 Penalty: 1073.238647
	Iteration 78Q: 3 clusters Score -5775718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5775710.500000 Penalty: 1073.238647
	Iteration 79Q: 3 clusters Score -5775710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5775722.500000 Penalty: 1073.238647
	Iteration 80F: 3 clusters Score -5775722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5775731.000000 Penalty: 1073.238647
	Iteration 81Q: 3 clusters Score -5775731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5775722.000000 Penalty: 1073.238647
	Iteration 82Q: 3 clusters Score -5775722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -5775718.500000 Penalty: 1073.238647
	Iteration 83Q: 3 clusters Score -5775718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5775710.000000 Penalty: 1073.238647
	Iteration 84Q: 3 clusters Score -5775710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112631 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5775706.000000 Penalty: 1073.238647
	Iteration 85Q: 3 clusters Score -5775706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5775720.500000 Penalty: 1073.238647
	Iteration 86Q: 3 clusters Score -5775720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5775728.500000 Penalty: 1073.238647
	Iteration 87Q: 3 clusters Score -5775728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5775739.500000 Penalty: 1073.238647
	Iteration 88Q: 3 clusters Score -5775740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112391 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5775744.000000 Penalty: 1073.238647
	Iteration 89Q: 3 clusters Score -5775744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5775746.500000 Penalty: 1073.238647
	Iteration 90Q: 3 clusters Score -5775746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -5775769.500000 Penalty: 1073.238647
	Iteration 91Q: 3 clusters Score -5775770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -5775775.000000 Penalty: 1073.238647
	Iteration 92Q: 3 clusters Score -5775775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5775780.500000 Penalty: 1073.238647
	Iteration 93Q: 3 clusters Score -5775780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112055 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5775779.000000 Penalty: 1073.238647
	Iteration 94Q: 3 clusters Score -5775779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5775767.000000 Penalty: 1073.238647
	Iteration 95Q: 3 clusters Score -5775767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5775764.500000 Penalty: 1073.238647
	Iteration 96Q: 3 clusters Score -5775764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5775751.000000 Penalty: 1073.238647
	Iteration 97Q: 3 clusters Score -5775751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5775759.000000 Penalty: 1073.238647
	Iteration 98Q: 3 clusters Score -5775759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5775761.500000 Penalty: 1073.238647
	Iteration 99Q: 3 clusters Score -5775762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5775765.000000 Penalty: 1073.238647
	Iteration 100F: 3 clusters Score -5775765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -5775769.500000 Penalty: 1073.238647
	Iteration 101Q: 3 clusters Score -5775770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5775776.000000 Penalty: 1073.238647
	Iteration 102Q: 3 clusters Score -5775776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5775777.000000 Penalty: 1073.238647
	Iteration 103Q: 3 clusters Score -5775777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5775782.500000 Penalty: 1073.238647
	Iteration 104Q: 3 clusters Score -5775782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5775789.000000 Penalty: 1073.238647
	Iteration 105Q: 3 clusters Score -5775789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5775786.500000 Penalty: 1073.238647
	Iteration 106Q: 3 clusters Score -5775786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5775788.500000 Penalty: 1073.238647
	Iteration 107Q: 3 clusters Score -5775788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5775787.000000 Penalty: 1073.238647
	Iteration 108Q: 3 clusters Score -5775787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5775787.500000 Penalty: 1073.238647
	Iteration 109Q: 3 clusters Score -5775788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5775787.500000 Penalty: 1073.238647
	Iteration 110Q: 3 clusters Score -5775788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5775793.500000 Penalty: 1073.238647
	Iteration 111Q: 3 clusters Score -5775794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5775808.500000 Penalty: 1073.238647
	Iteration 112Q: 3 clusters Score -5775808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5775795.000000 Penalty: 1073.238647
	Iteration 113Q: 3 clusters Score -5775795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5775796.000000 Penalty: 1073.238647
	Iteration 114Q: 3 clusters Score -5775796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5775811.000000 Penalty: 1073.238647
	Iteration 115Q: 3 clusters Score -5775811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5775805.500000 Penalty: 1073.238647
	Iteration 116Q: 3 clusters Score -5775806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5775813.500000 Penalty: 1073.238647
	Iteration 117Q: 3 clusters Score -5775814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5775825.000000 Penalty: 1073.238647
	Iteration 118Q: 3 clusters Score -5775825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110873 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5775829.500000 Penalty: 1073.238647
	Iteration 119Q: 3 clusters Score -5775830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5775841.000000 Penalty: 1073.238647
	Iteration 120F: 3 clusters Score -5775841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5775838.500000 Penalty: 1073.238647
	Iteration 121Q: 3 clusters Score -5775838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5775835.000000 Penalty: 1073.238647
	Iteration 122Q: 3 clusters Score -5775835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5775830.000000 Penalty: 1073.238647
	Iteration 123Q: 3 clusters Score -5775830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5775828.000000 Penalty: 1073.238647
	Iteration 124Q: 3 clusters Score -5775828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5775827.000000 Penalty: 1073.238647
	Iteration 125Q: 3 clusters Score -5775827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -5775833.000000 Penalty: 1073.238647
	Iteration 126Q: 3 clusters Score -5775833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5775842.500000 Penalty: 1073.238647
	Iteration 127Q: 3 clusters Score -5775842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5775837.500000 Penalty: 1073.238647
	Iteration 128Q: 3 clusters Score -5775838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5775825.500000 Penalty: 1073.238647
	Iteration 129Q: 3 clusters Score -5775826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5775826.500000 Penalty: 1073.238647
	Iteration 130Q: 3 clusters Score -5775826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5775820.500000 Penalty: 1073.238647
	Iteration 131Q: 3 clusters Score -5775820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5775822.000000 Penalty: 1073.238647
	Iteration 132Q: 3 clusters Score -5775822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5775825.000000 Penalty: 1073.238647
	Iteration 133Q: 3 clusters Score -5775825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5775822.000000 Penalty: 1073.238647
	Iteration 134Q: 3 clusters Score -5775822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5775820.500000 Penalty: 1073.238647
	Iteration 135Q: 3 clusters Score -5775820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5775817.000000 Penalty: 1073.238647
	Iteration 136Q: 3 clusters Score -5775817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5775820.500000 Penalty: 1073.238647
	Iteration 137Q: 3 clusters Score -5775820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5775828.500000 Penalty: 1073.238647
	Iteration 138Q: 3 clusters Score -5775828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5775837.500000 Penalty: 1073.238647
	Iteration 139Q: 3 clusters Score -5775838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5775835.500000 Penalty: 1073.238647
	Iteration 140F: 3 clusters Score -5775836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5775831.500000 Penalty: 1073.238647
	Iteration 141Q: 3 clusters Score -5775832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5775828.000000 Penalty: 1073.238647
	Iteration 142Q: 3 clusters Score -5775828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5775833.500000 Penalty: 1073.238647
	Iteration 143Q: 3 clusters Score -5775834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -5775835.500000 Penalty: 1073.238647
	Iteration 144Q: 3 clusters Score -5775836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5775821.000000 Penalty: 1073.238647
	Iteration 145Q: 3 clusters Score -5775821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5775811.000000 Penalty: 1073.238647
	Iteration 146Q: 3 clusters Score -5775811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5775812.000000 Penalty: 1073.238647
	Iteration 147Q: 3 clusters Score -5775812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5775813.000000 Penalty: 1073.238647
	Iteration 148Q: 3 clusters Score -5775813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -5775812.000000 Penalty: 1073.238647
	Iteration 149Q: 3 clusters Score -5775812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5775813.000000 Penalty: 1073.238647
	Iteration 150Q: 3 clusters Score -5775813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5775814.500000 Penalty: 1073.238647
	Iteration 151Q: 3 clusters Score -5775814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5775816.500000 Penalty: 1073.238647
	Iteration 152Q: 3 clusters Score -5775816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5775821.000000 Penalty: 1073.238647
	Iteration 153Q: 3 clusters Score -5775821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5775819.000000 Penalty: 1073.238647
	Iteration 154Q: 3 clusters Score -5775819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5775809.000000 Penalty: 1073.238647
	Iteration 155Q: 3 clusters Score -5775809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5775812.500000 Penalty: 1073.238647
	Iteration 156Q: 3 clusters Score -5775812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5775810.000000 Penalty: 1073.238647
	Iteration 157Q: 3 clusters Score -5775810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109757 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5775807.500000 Penalty: 1073.238647
	Iteration 158Q: 3 clusters Score -5775808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5775809.500000 Penalty: 1073.238647
	Iteration 159Q: 3 clusters Score -5775810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5775808.500000 Penalty: 1073.238647
	Iteration 160F: 3 clusters Score -5775808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -5775808.500000 Penalty: 1073.238647
	Iteration 161Q: 3 clusters Score -5775808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5775809.000000 Penalty: 1073.238647
	Iteration 162Q: 3 clusters Score -5775809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5775809.500000 Penalty: 1073.238647
	Iteration 163Q: 3 clusters Score -5775810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5775809.500000 Penalty: 1073.238647
	Iteration 164Q: 3 clusters Score -5775810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5775808.500000 Penalty: 1073.238647
	Iteration 165Q: 3 clusters Score -5775808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5775808.500000 Penalty: 1073.238647
	Iteration 166Q: 3 clusters Score -5775808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5775807.500000 Penalty: 1073.238647
	Iteration 167Q: 3 clusters Score -5775808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5775807.500000 Penalty: 1073.238647
	Iteration 168F: 3 clusters Score -5775808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 39082 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
Score: -46911404.000000 Penalty: 10137.530273
Splitting cluster 2 changes total score from -46909772.000000 to -46911404.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -159223.125000 Penalty: 374.696869
	Iteration 0F: 2 clusters Score -159223.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -156634.343750 Penalty: 749.393738
	Iteration 0F: 3 clusters Score -156634.3 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -157661.140625 Penalty: 749.393738
	Iteration 1F: 3 clusters Score -157661.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -158036.390625 Penalty: 749.393738
	Iteration 2F: 3 clusters Score -158036.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -158559.312500 Penalty: 749.393738
	Iteration 3F: 3 clusters Score -158559.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -159011.171875 Penalty: 749.393738
	Iteration 4F: 3 clusters Score -159011.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159296.937500 Penalty: 749.393738
	Iteration 5F: 3 clusters Score -159296.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159369.609375 Penalty: 749.393738
	Iteration 6Q: 3 clusters Score -159369.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159388.453125 Penalty: 749.393738
	Iteration 7Q: 3 clusters Score -159388.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159392.828125 Penalty: 749.393738
	Iteration 8Q: 3 clusters Score -159392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159394.375000 Penalty: 749.393738
	Iteration 9Q: 3 clusters Score -159394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159395.500000 Penalty: 749.393738
	Iteration 10Q: 3 clusters Score -159395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159396.953125 Penalty: 749.393738
	Iteration 11Q: 3 clusters Score -159397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -159397.796875 Penalty: 749.393738
	Iteration 12Q: 3 clusters Score -159397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159397.640625 Penalty: 749.393738
	Iteration 13Q: 3 clusters Score -159397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159397.968750 Penalty: 749.393738
	Iteration 14Q: 3 clusters Score -159398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159399.359375 Penalty: 749.393738
	Iteration 15Q: 3 clusters Score -159399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -159400.046875 Penalty: 749.393738
	Iteration 16Q: 3 clusters Score -159400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159400.562500 Penalty: 749.393738
	Iteration 17Q: 3 clusters Score -159400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -159400.562500 Penalty: 749.393738
	Iteration 18Q: 3 clusters Score -159400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159400.875000 Penalty: 749.393738
	Iteration 19Q: 3 clusters Score -159400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159401.000000 Penalty: 749.393738
	Iteration 20F: 3 clusters Score -159401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 39082 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
Score: -46911240.000000 Penalty: 10771.125977
Splitting cluster 3 changes total score from -46909772.000000 to -46911240.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (10574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Entering Unmasked Estep 
Score: -464404.437500 Penalty: 421.609985
	Iteration 0F: 2 clusters Score -464404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -457339.968750 Penalty: 843.219971
	Iteration 0F: 3 clusters Score -457340 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -460360.968750 Penalty: 843.219971
	Iteration 1F: 3 clusters Score -460361 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -460960.625000 Penalty: 843.219971
	Iteration 2F: 3 clusters Score -460960.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -461800.500000 Penalty: 843.219971
	Iteration 3F: 3 clusters Score -461800.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -462729.718750 Penalty: 843.219971
	Iteration 4F: 3 clusters Score -462729.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -463350.875000 Penalty: 843.219971
	Iteration 5F: 3 clusters Score -463350.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -463675.406250 Penalty: 843.219971
	Iteration 6Q: 3 clusters Score -463675.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -463811.968750 Penalty: 843.219971
	Iteration 7Q: 3 clusters Score -463812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -463903.406250 Penalty: 843.219971
	Iteration 8Q: 3 clusters Score -463903.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -463946.000000 Penalty: 843.219971
	Iteration 9Q: 3 clusters Score -463946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -463966.687500 Penalty: 843.219971
	Iteration 10Q: 3 clusters Score -463966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -463983.687500 Penalty: 843.219971
	Iteration 11Q: 3 clusters Score -463983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -463995.250000 Penalty: 843.219971
	Iteration 12Q: 3 clusters Score -463995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -464004.593750 Penalty: 843.219971
	Iteration 13Q: 3 clusters Score -464004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -464008.500000 Penalty: 843.219971
	Iteration 14Q: 3 clusters Score -464008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -464009.093750 Penalty: 843.219971
	Iteration 15Q: 3 clusters Score -464009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -464010.812500 Penalty: 843.219971
	Iteration 16Q: 3 clusters Score -464010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -464012.875000 Penalty: 843.219971
	Iteration 17Q: 3 clusters Score -464012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -464015.531250 Penalty: 843.219971
	Iteration 18Q: 3 clusters Score -464015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -464020.843750 Penalty: 843.219971
	Iteration 19Q: 3 clusters Score -464020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -464025.125000 Penalty: 843.219971
	Iteration 20F: 3 clusters Score -464025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -464029.250000 Penalty: 843.219971
	Iteration 21Q: 3 clusters Score -464029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -464036.062500 Penalty: 843.219971
	Iteration 22Q: 3 clusters Score -464036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -464039.125000 Penalty: 843.219971
	Iteration 23Q: 3 clusters Score -464039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -464042.593750 Penalty: 843.219971
	Iteration 24Q: 3 clusters Score -464042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -464053.312500 Penalty: 843.219971
	Iteration 25Q: 3 clusters Score -464053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -464067.343750 Penalty: 843.219971
	Iteration 26Q: 3 clusters Score -464067.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -464078.687500 Penalty: 843.219971
	Iteration 27Q: 3 clusters Score -464078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -464084.406250 Penalty: 843.219971
	Iteration 28Q: 3 clusters Score -464084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -464088.000000 Penalty: 843.219971
	Iteration 29Q: 3 clusters Score -464088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -464090.343750 Penalty: 843.219971
	Iteration 30Q: 3 clusters Score -464090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -464092.906250 Penalty: 843.219971
	Iteration 31Q: 3 clusters Score -464092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -464092.343750 Penalty: 843.219971
	Iteration 32Q: 3 clusters Score -464092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -464092.343750 Penalty: 843.219971
	Iteration 33F: 3 clusters Score -464092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Entering Unmasked Estep 
Score: -1006485.937500 Penalty: 457.664764
	Iteration 0F: 2 clusters Score -1006486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -990960.312500 Penalty: 915.329529
	Iteration 0F: 3 clusters Score -990960.3 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -997082.437500 Penalty: 915.329529
	Iteration 1F: 3 clusters Score -997082.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -997333.125000 Penalty: 915.329529
	Iteration 2Q: 3 clusters Score -997333.1 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -997690.625000 Penalty: 915.329529
	Iteration 3Q: 3 clusters Score -997690.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -998224.375000 Penalty: 915.329529
	Iteration 4F: 3 clusters Score -998224.4 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -999051.500000 Penalty: 915.329529
	Iteration 5F: 3 clusters Score -999051.5 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1000237.437500 Penalty: 915.329529
	Iteration 6F: 3 clusters Score -1000237 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1001716.437500 Penalty: 915.329529
	Iteration 7F: 3 clusters Score -1001716 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1003154.812500 Penalty: 915.329529
	Iteration 8F: 3 clusters Score -1003155 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1004431.812500 Penalty: 915.329529
	Iteration 9Q: 3 clusters Score -1004432 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1005534.812500 Penalty: 915.329529
	Iteration 10Q: 3 clusters Score -1005535 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1006145.250000 Penalty: 915.329529
	Iteration 11Q: 3 clusters Score -1006145 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1006412.437500 Penalty: 915.329529
	Iteration 12Q: 3 clusters Score -1006412 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1006575.437500 Penalty: 915.329529
	Iteration 13Q: 3 clusters Score -1006575 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1006657.750000 Penalty: 915.329529
	Iteration 14Q: 3 clusters Score -1006658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1006692.812500 Penalty: 915.329529
	Iteration 15Q: 3 clusters Score -1006693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1006714.562500 Penalty: 915.329529
	Iteration 16Q: 3 clusters Score -1006715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1006719.062500 Penalty: 915.329529
	Iteration 17Q: 3 clusters Score -1006719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -1006722.875000 Penalty: 915.329529
	Iteration 18Q: 3 clusters Score -1006723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -1006725.250000 Penalty: 915.329529
	Iteration 19Q: 3 clusters Score -1006725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1006729.812500 Penalty: 915.329529
	Iteration 20F: 3 clusters Score -1006730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -1006729.875000 Penalty: 915.329529
	Iteration 21Q: 3 clusters Score -1006730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1006731.062500 Penalty: 915.329529
	Iteration 22Q: 3 clusters Score -1006731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1006729.687500 Penalty: 915.329529
	Iteration 23Q: 3 clusters Score -1006730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1006730.625000 Penalty: 915.329529
	Iteration 24Q: 3 clusters Score -1006731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1006732.187500 Penalty: 915.329529
	Iteration 25Q: 3 clusters Score -1006732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1006733.687500 Penalty: 915.329529
	Iteration 26Q: 3 clusters Score -1006734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1006732.937500 Penalty: 915.329529
	Iteration 27Q: 3 clusters Score -1006733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1006733.000000 Penalty: 915.329529
	Iteration 28Q: 3 clusters Score -1006733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1006733.312500 Penalty: 915.329529
	Iteration 29Q: 3 clusters Score -1006733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1006731.875000 Penalty: 915.329529
	Iteration 30Q: 3 clusters Score -1006732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1006732.125000 Penalty: 915.329529
	Iteration 31Q: 3 clusters Score -1006732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -1006732.812500 Penalty: 915.329529
	Iteration 32Q: 3 clusters Score -1006733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1006732.812500 Penalty: 915.329529
	Iteration 33Q: 3 clusters Score -1006733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1006733.312500 Penalty: 915.329529
	Iteration 34Q: 3 clusters Score -1006733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1006732.437500 Penalty: 915.329529
	Iteration 35Q: 3 clusters Score -1006732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1006731.750000 Penalty: 915.329529
	Iteration 36Q: 3 clusters Score -1006732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1006730.187500 Penalty: 915.329529
	Iteration 37Q: 3 clusters Score -1006730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1006730.000000 Penalty: 915.329529
	Iteration 38Q: 3 clusters Score -1006730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1006732.625000 Penalty: 915.329529
	Iteration 39Q: 3 clusters Score -1006733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1006734.687500 Penalty: 915.329529
	Iteration 40F: 3 clusters Score -1006735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -1006734.812500 Penalty: 915.329529
	Iteration 41Q: 3 clusters Score -1006735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1006734.937500 Penalty: 915.329529
	Iteration 42Q: 3 clusters Score -1006735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1006735.625000 Penalty: 915.329529
	Iteration 43Q: 3 clusters Score -1006736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1006735.687500 Penalty: 915.329529
	Iteration 44Q: 3 clusters Score -1006736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -1006734.812500 Penalty: 915.329529
	Iteration 45Q: 3 clusters Score -1006735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -1006736.312500 Penalty: 915.329529
	Iteration 46Q: 3 clusters Score -1006736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1006735.562500 Penalty: 915.329529
	Iteration 47Q: 3 clusters Score -1006736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1006736.875000 Penalty: 915.329529
	Iteration 48Q: 3 clusters Score -1006737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1006739.750000 Penalty: 915.329529
	Iteration 49Q: 3 clusters Score -1006740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1006739.750000 Penalty: 915.329529
	Iteration 50F: 3 clusters Score -1006740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 39082 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 14 contains 19928 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
Score: -46911344.000000 Penalty: 11404.721680
Splitting cluster 5 changes total score from -46909772.000000 to -46911344.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (39082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Entering Unmasked Estep 
Score: -1675227.625000 Penalty: 481.090515
	Iteration 0F: 2 clusters Score -1675228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1648927.625000 Penalty: 962.181030
	Iteration 0F: 3 clusters Score -1648928 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1660322.000000 Penalty: 962.181030
	Iteration 1F: 3 clusters Score -1660322 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1661338.625000 Penalty: 962.181030
	Iteration 2Q: 3 clusters Score -1661339 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1663125.625000 Penalty: 962.181030
	Iteration 3F: 3 clusters Score -1663126 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1665962.000000 Penalty: 962.181030
	Iteration 4F: 3 clusters Score -1665962 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1669832.375000 Penalty: 962.181030
	Iteration 5F: 3 clusters Score -1669832 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1672979.375000 Penalty: 962.181030
	Iteration 6F: 3 clusters Score -1672979 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1674265.000000 Penalty: 962.181030
	Iteration 7F: 3 clusters Score -1674265 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1674712.125000 Penalty: 962.181030
	Iteration 8Q: 3 clusters Score -1674712 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1674960.125000 Penalty: 962.181030
	Iteration 9Q: 3 clusters Score -1674960 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1675077.500000 Penalty: 962.181030
	Iteration 10Q: 3 clusters Score -1675078 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1675134.875000 Penalty: 962.181030
	Iteration 11Q: 3 clusters Score -1675135 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1675163.750000 Penalty: 962.181030
	Iteration 12Q: 3 clusters Score -1675164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1675178.125000 Penalty: 962.181030
	Iteration 13Q: 3 clusters Score -1675178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1675193.000000 Penalty: 962.181030
	Iteration 14Q: 3 clusters Score -1675193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1675205.375000 Penalty: 962.181030
	Iteration 15Q: 3 clusters Score -1675205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1675224.750000 Penalty: 962.181030
	Iteration 16Q: 3 clusters Score -1675225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1675231.250000 Penalty: 962.181030
	Iteration 17Q: 3 clusters Score -1675231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1675224.000000 Penalty: 962.181030
	Iteration 18Q: 3 clusters Score -1675224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1675234.250000 Penalty: 962.181030
	Iteration 19Q: 3 clusters Score -1675234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1675238.000000 Penalty: 962.181030
	Iteration 20F: 3 clusters Score -1675238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1675240.375000 Penalty: 962.181030
	Iteration 21Q: 3 clusters Score -1675240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1675245.750000 Penalty: 962.181030
	Iteration 22Q: 3 clusters Score -1675246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1675251.250000 Penalty: 962.181030
	Iteration 23Q: 3 clusters Score -1675251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1675251.750000 Penalty: 962.181030
	Iteration 24Q: 3 clusters Score -1675252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1675252.625000 Penalty: 962.181030
	Iteration 25Q: 3 clusters Score -1675253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1675259.375000 Penalty: 962.181030
	Iteration 26Q: 3 clusters Score -1675259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1675266.750000 Penalty: 962.181030
	Iteration 27Q: 3 clusters Score -1675267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1675270.500000 Penalty: 962.181030
	Iteration 28Q: 3 clusters Score -1675270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1675271.750000 Penalty: 962.181030
	Iteration 29Q: 3 clusters Score -1675272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1675273.125000 Penalty: 962.181030
	Iteration 30Q: 3 clusters Score -1675273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1675276.250000 Penalty: 962.181030
	Iteration 31Q: 3 clusters Score -1675276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1675278.250000 Penalty: 962.181030
	Iteration 32Q: 3 clusters Score -1675278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1675285.125000 Penalty: 962.181030
	Iteration 33Q: 3 clusters Score -1675285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1675285.125000 Penalty: 962.181030
	Iteration 34Q: 3 clusters Score -1675285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1675286.625000 Penalty: 962.181030
	Iteration 35Q: 3 clusters Score -1675287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1675288.750000 Penalty: 962.181030
	Iteration 36Q: 3 clusters Score -1675289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1675286.125000 Penalty: 962.181030
	Iteration 37Q: 3 clusters Score -1675286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1675286.000000 Penalty: 962.181030
	Iteration 38Q: 3 clusters Score -1675286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1675286.250000 Penalty: 962.181030
	Iteration 39Q: 3 clusters Score -1675286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1675291.625000 Penalty: 962.181030
	Iteration 40F: 3 clusters Score -1675292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1675287.625000 Penalty: 962.181030
	Iteration 41Q: 3 clusters Score -1675288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1675290.875000 Penalty: 962.181030
	Iteration 42Q: 3 clusters Score -1675291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1675293.500000 Penalty: 962.181030
	Iteration 43Q: 3 clusters Score -1675294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1675295.500000 Penalty: 962.181030
	Iteration 44Q: 3 clusters Score -1675296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1675298.500000 Penalty: 962.181030
	Iteration 45Q: 3 clusters Score -1675298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1675299.875000 Penalty: 962.181030
	Iteration 46Q: 3 clusters Score -1675300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1675299.000000 Penalty: 962.181030
	Iteration 47Q: 3 clusters Score -1675299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1675297.750000 Penalty: 962.181030
	Iteration 48Q: 3 clusters Score -1675298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1675298.500000 Penalty: 962.181030
	Iteration 49Q: 3 clusters Score -1675298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1675299.750000 Penalty: 962.181030
	Iteration 50Q: 3 clusters Score -1675300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1675300.750000 Penalty: 962.181030
	Iteration 51Q: 3 clusters Score -1675301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1675298.625000 Penalty: 962.181030
	Iteration 52Q: 3 clusters Score -1675299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1675299.000000 Penalty: 962.181030
	Iteration 53Q: 3 clusters Score -1675299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1675297.500000 Penalty: 962.181030
	Iteration 54Q: 3 clusters Score -1675298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1675297.500000 Penalty: 962.181030
	Iteration 55F: 3 clusters Score -1675298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 21933 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 14 contains 19928 members 
Mstep: Class 15 contains 17149 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 642 members 
Entering Unmasked Estep 
Score: -46911144.000000 Penalty: 12038.316406
Splitting cluster 6 changes total score from -46909772.000000 to -46911144.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (38396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Entering Unmasked Estep 
Score: -1552954.375000 Penalty: 480.284760
	Iteration 0F: 2 clusters Score -1552954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1527092.125000 Penalty: 960.569519
	Iteration 0F: 3 clusters Score -1527092 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1538445.500000 Penalty: 960.569519
	Iteration 1F: 3 clusters Score -1538446 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -1539467.500000 Penalty: 960.569519
	Iteration 2F: 3 clusters Score -1539468 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1540770.125000 Penalty: 960.569519
	Iteration 3F: 3 clusters Score -1540770 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1542398.875000 Penalty: 960.569519
	Iteration 4F: 3 clusters Score -1542399 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1544326.375000 Penalty: 960.569519
	Iteration 5F: 3 clusters Score -1544326 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -1545950.625000 Penalty: 960.569519
	Iteration 6F: 3 clusters Score -1545951 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -1546787.500000 Penalty: 960.569519
	Iteration 7Q: 3 clusters Score -1546788 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1547237.125000 Penalty: 960.569519
	Iteration 8Q: 3 clusters Score -1547237 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -1547544.625000 Penalty: 960.569519
	Iteration 9Q: 3 clusters Score -1547545 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -1547851.875000 Penalty: 960.569519
	Iteration 10Q: 3 clusters Score -1547852 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -1548159.250000 Penalty: 960.569519
	Iteration 11Q: 3 clusters Score -1548159 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -1548499.875000 Penalty: 960.569519
	Iteration 12Q: 3 clusters Score -1548500 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -1548881.625000 Penalty: 960.569519
	Iteration 13Q: 3 clusters Score -1548882 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -1549301.000000 Penalty: 960.569519
	Iteration 14Q: 3 clusters Score -1549301 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -1549746.375000 Penalty: 960.569519
	Iteration 15Q: 3 clusters Score -1549746 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -1550209.125000 Penalty: 960.569519
	Iteration 16Q: 3 clusters Score -1550209 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -1550718.875000 Penalty: 960.569519
	Iteration 17Q: 3 clusters Score -1550719 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -1551174.625000 Penalty: 960.569519
	Iteration 18Q: 3 clusters Score -1551175 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -1551555.625000 Penalty: 960.569519
	Iteration 19Q: 3 clusters Score -1551556 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -1551814.125000 Penalty: 960.569519
	Iteration 20F: 3 clusters Score -1551814 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -1551997.000000 Penalty: 960.569519
	Iteration 21Q: 3 clusters Score -1551997 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -1552128.000000 Penalty: 960.569519
	Iteration 22Q: 3 clusters Score -1552128 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -1552221.875000 Penalty: 960.569519
	Iteration 23Q: 3 clusters Score -1552222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -1552285.875000 Penalty: 960.569519
	Iteration 24Q: 3 clusters Score -1552286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -1552342.500000 Penalty: 960.569519
	Iteration 25Q: 3 clusters Score -1552342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -1552380.250000 Penalty: 960.569519
	Iteration 26Q: 3 clusters Score -1552380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -1552424.625000 Penalty: 960.569519
	Iteration 27Q: 3 clusters Score -1552425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -1552467.000000 Penalty: 960.569519
	Iteration 28Q: 3 clusters Score -1552467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -1552493.250000 Penalty: 960.569519
	Iteration 29Q: 3 clusters Score -1552493 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -1552518.125000 Penalty: 960.569519
	Iteration 30Q: 3 clusters Score -1552518 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -1552547.250000 Penalty: 960.569519
	Iteration 31Q: 3 clusters Score -1552547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -1552556.375000 Penalty: 960.569519
	Iteration 32Q: 3 clusters Score -1552556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -1552570.250000 Penalty: 960.569519
	Iteration 33Q: 3 clusters Score -1552570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -1552583.375000 Penalty: 960.569519
	Iteration 34Q: 3 clusters Score -1552583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -1552596.625000 Penalty: 960.569519
	Iteration 35Q: 3 clusters Score -1552597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -1552605.625000 Penalty: 960.569519
	Iteration 36Q: 3 clusters Score -1552606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -1552620.250000 Penalty: 960.569519
	Iteration 37Q: 3 clusters Score -1552620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -1552630.250000 Penalty: 960.569519
	Iteration 38Q: 3 clusters Score -1552630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -1552639.500000 Penalty: 960.569519
	Iteration 39Q: 3 clusters Score -1552640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -1552641.625000 Penalty: 960.569519
	Iteration 40F: 3 clusters Score -1552642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -1552647.000000 Penalty: 960.569519
	Iteration 41Q: 3 clusters Score -1552647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -1552650.375000 Penalty: 960.569519
	Iteration 42Q: 3 clusters Score -1552650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -1552652.500000 Penalty: 960.569519
	Iteration 43Q: 3 clusters Score -1552652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -1552661.000000 Penalty: 960.569519
	Iteration 44Q: 3 clusters Score -1552661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -1552664.375000 Penalty: 960.569519
	Iteration 45Q: 3 clusters Score -1552664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -1552667.500000 Penalty: 960.569519
	Iteration 46Q: 3 clusters Score -1552668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -1552669.875000 Penalty: 960.569519
	Iteration 47Q: 3 clusters Score -1552670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -1552671.625000 Penalty: 960.569519
	Iteration 48Q: 3 clusters Score -1552672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -1552675.000000 Penalty: 960.569519
	Iteration 49Q: 3 clusters Score -1552675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -1552676.375000 Penalty: 960.569519
	Iteration 50Q: 3 clusters Score -1552676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -1552676.250000 Penalty: 960.569519
	Iteration 51Q: 3 clusters Score -1552676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -1552676.500000 Penalty: 960.569519
	Iteration 52Q: 3 clusters Score -1552676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -1552675.375000 Penalty: 960.569519
	Iteration 53Q: 3 clusters Score -1552675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -1552675.000000 Penalty: 960.569519
	Iteration 54Q: 3 clusters Score -1552675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -1552676.375000 Penalty: 960.569519
	Iteration 55Q: 3 clusters Score -1552676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -1552680.750000 Penalty: 960.569519
	Iteration 56Q: 3 clusters Score -1552681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -1552681.125000 Penalty: 960.569519
	Iteration 57Q: 3 clusters Score -1552681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -1552683.000000 Penalty: 960.569519
	Iteration 58Q: 3 clusters Score -1552683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -1552683.750000 Penalty: 960.569519
	Iteration 59Q: 3 clusters Score -1552684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -1552683.375000 Penalty: 960.569519
	Iteration 60F: 3 clusters Score -1552683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -1552686.125000 Penalty: 960.569519
	Iteration 61Q: 3 clusters Score -1552686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -1552684.375000 Penalty: 960.569519
	Iteration 62Q: 3 clusters Score -1552684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -1552686.500000 Penalty: 960.569519
	Iteration 63Q: 3 clusters Score -1552686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -1552686.750000 Penalty: 960.569519
	Iteration 64Q: 3 clusters Score -1552687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -1552689.250000 Penalty: 960.569519
	Iteration 65Q: 3 clusters Score -1552689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -1552690.875000 Penalty: 960.569519
	Iteration 66Q: 3 clusters Score -1552691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -1552690.000000 Penalty: 960.569519
	Iteration 67Q: 3 clusters Score -1552690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -1552690.625000 Penalty: 960.569519
	Iteration 68Q: 3 clusters Score -1552691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -1552689.125000 Penalty: 960.569519
	Iteration 69Q: 3 clusters Score -1552689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -1552689.125000 Penalty: 960.569519
	Iteration 70Q: 3 clusters Score -1552689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -1552691.125000 Penalty: 960.569519
	Iteration 71Q: 3 clusters Score -1552691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -1552691.750000 Penalty: 960.569519
	Iteration 72Q: 3 clusters Score -1552692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -1552693.250000 Penalty: 960.569519
	Iteration 73Q: 3 clusters Score -1552693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -1552692.875000 Penalty: 960.569519
	Iteration 74Q: 3 clusters Score -1552693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -1552691.500000 Penalty: 960.569519
	Iteration 75Q: 3 clusters Score -1552692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -1552690.000000 Penalty: 960.569519
	Iteration 76Q: 3 clusters Score -1552690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -1552690.000000 Penalty: 960.569519
	Iteration 77F: 3 clusters Score -1552690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Entering Unmasked Estep 
Score: -334379.687500 Penalty: 407.631134
	Iteration 0F: 2 clusters Score -334379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -329205.156250 Penalty: 815.262268
	Iteration 0F: 3 clusters Score -329205.2 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -331131.406250 Penalty: 815.262268
	Iteration 1F: 3 clusters Score -331131.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -331264.468750 Penalty: 815.262268
	Iteration 2Q: 3 clusters Score -331264.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -331473.093750 Penalty: 815.262268
	Iteration 3F: 3 clusters Score -331473.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -331789.656250 Penalty: 815.262268
	Iteration 4F: 3 clusters Score -331789.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -332249.968750 Penalty: 815.262268
	Iteration 5F: 3 clusters Score -332250 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -332837.593750 Penalty: 815.262268
	Iteration 6F: 3 clusters Score -332837.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -333442.406250 Penalty: 815.262268
	Iteration 7F: 3 clusters Score -333442.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -333832.718750 Penalty: 815.262268
	Iteration 8F: 3 clusters Score -333832.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -334026.125000 Penalty: 815.262268
	Iteration 9Q: 3 clusters Score -334026.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -334144.656250 Penalty: 815.262268
	Iteration 10Q: 3 clusters Score -334144.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -334211.125000 Penalty: 815.262268
	Iteration 11Q: 3 clusters Score -334211.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -334244.625000 Penalty: 815.262268
	Iteration 12Q: 3 clusters Score -334244.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -334265.750000 Penalty: 815.262268
	Iteration 13Q: 3 clusters Score -334265.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -334288.968750 Penalty: 815.262268
	Iteration 14Q: 3 clusters Score -334289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -334312.000000 Penalty: 815.262268
	Iteration 15Q: 3 clusters Score -334312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -334322.906250 Penalty: 815.262268
	Iteration 16Q: 3 clusters Score -334322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -334328.250000 Penalty: 815.262268
	Iteration 17Q: 3 clusters Score -334328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -334330.281250 Penalty: 815.262268
	Iteration 18Q: 3 clusters Score -334330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -334332.312500 Penalty: 815.262268
	Iteration 19Q: 3 clusters Score -334332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -334333.500000 Penalty: 815.262268
	Iteration 20F: 3 clusters Score -334333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -334333.906250 Penalty: 815.262268
	Iteration 21Q: 3 clusters Score -334333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -334334.031250 Penalty: 815.262268
	Iteration 22Q: 3 clusters Score -334334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -334335.312500 Penalty: 815.262268
	Iteration 23Q: 3 clusters Score -334335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -334336.281250 Penalty: 815.262268
	Iteration 24Q: 3 clusters Score -334336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -334336.500000 Penalty: 815.262268
	Iteration 25Q: 3 clusters Score -334336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -334336.156250 Penalty: 815.262268
	Iteration 26Q: 3 clusters Score -334336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -334336.156250 Penalty: 815.262268
	Iteration 27Q: 3 clusters Score -334336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -334336.593750 Penalty: 815.262268
	Iteration 28Q: 3 clusters Score -334336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -334336.593750 Penalty: 815.262268
	Iteration 29F: 3 clusters Score -334336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -71629.593750 Penalty: 335.345490
	Iteration 0F: 2 clusters Score -71629.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70428.242188 Penalty: 670.690979
	Iteration 0F: 3 clusters Score -70428.24 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -70805.687500 Penalty: 670.690979
	Iteration 1F: 3 clusters Score -70805.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -70878.296875 Penalty: 670.690979
	Iteration 2F: 3 clusters Score -70878.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -70918.406250 Penalty: 670.690979
	Iteration 3F: 3 clusters Score -70918.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -70954.781250 Penalty: 670.690979
	Iteration 4Q: 3 clusters Score -70954.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -70988.617188 Penalty: 670.690979
	Iteration 5Q: 3 clusters Score -70988.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71020.007812 Penalty: 670.690979
	Iteration 6Q: 3 clusters Score -71020.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -71054.914062 Penalty: 670.690979
	Iteration 7Q: 3 clusters Score -71054.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -71084.234375 Penalty: 670.690979
	Iteration 8Q: 3 clusters Score -71084.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -71104.671875 Penalty: 670.690979
	Iteration 9Q: 3 clusters Score -71104.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -71125.476562 Penalty: 670.690979
	Iteration 10Q: 3 clusters Score -71125.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -71147.093750 Penalty: 670.690979
	Iteration 11Q: 3 clusters Score -71147.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -71166.031250 Penalty: 670.690979
	Iteration 12Q: 3 clusters Score -71166.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -71185.171875 Penalty: 670.690979
	Iteration 13Q: 3 clusters Score -71185.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -71199.460938 Penalty: 670.690979
	Iteration 14Q: 3 clusters Score -71199.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -71212.007812 Penalty: 670.690979
	Iteration 15Q: 3 clusters Score -71212.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -71222.406250 Penalty: 670.690979
	Iteration 16Q: 3 clusters Score -71222.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -71230.453125 Penalty: 670.690979
	Iteration 17Q: 3 clusters Score -71230.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -71236.320312 Penalty: 670.690979
	Iteration 18Q: 3 clusters Score -71236.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -71243.171875 Penalty: 670.690979
	Iteration 19Q: 3 clusters Score -71243.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -71250.539062 Penalty: 670.690979
	Iteration 20F: 3 clusters Score -71250.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -71255.562500 Penalty: 670.690979
	Iteration 21Q: 3 clusters Score -71255.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -71259.796875 Penalty: 670.690979
	Iteration 22Q: 3 clusters Score -71259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -71265.179688 Penalty: 670.690979
	Iteration 23Q: 3 clusters Score -71265.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -71269.148438 Penalty: 670.690979
	Iteration 24Q: 3 clusters Score -71269.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -71272.554688 Penalty: 670.690979
	Iteration 25Q: 3 clusters Score -71272.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -71275.031250 Penalty: 670.690979
	Iteration 26Q: 3 clusters Score -71275.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -71277.765625 Penalty: 670.690979
	Iteration 27Q: 3 clusters Score -71277.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -71278.453125 Penalty: 670.690979
	Iteration 28Q: 3 clusters Score -71278.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -71279.867188 Penalty: 670.690979
	Iteration 29Q: 3 clusters Score -71279.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -71283.453125 Penalty: 670.690979
	Iteration 30Q: 3 clusters Score -71283.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -71285.421875 Penalty: 670.690979
	Iteration 31Q: 3 clusters Score -71285.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -71285.601562 Penalty: 670.690979
	Iteration 32Q: 3 clusters Score -71285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -71285.906250 Penalty: 670.690979
	Iteration 33Q: 3 clusters Score -71285.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -71286.335938 Penalty: 670.690979
	Iteration 34Q: 3 clusters Score -71286.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -71286.617188 Penalty: 670.690979
	Iteration 35Q: 3 clusters Score -71286.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -71287.945312 Penalty: 670.690979
	Iteration 36Q: 3 clusters Score -71287.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -71288.929688 Penalty: 670.690979
	Iteration 37Q: 3 clusters Score -71288.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -71288.929688 Penalty: 670.690979
	Iteration 38F: 3 clusters Score -71288.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -110285.054688 Penalty: 356.320526
	Iteration 0F: 2 clusters Score -110285.1 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 1264 members 
Entering Unmasked Estep 
Score: -108500.500000 Penalty: 712.641052
	Iteration 0F: 3 clusters Score -108500.5 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -109093.031250 Penalty: 712.641052
	Iteration 1F: 3 clusters Score -109093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109204.664062 Penalty: 712.641052
	Iteration 2F: 3 clusters Score -109204.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -109365.710938 Penalty: 712.641052
	Iteration 3F: 3 clusters Score -109365.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -109536.960938 Penalty: 712.641052
	Iteration 4F: 3 clusters Score -109537 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -109683.789062 Penalty: 712.641052
	Iteration 5F: 3 clusters Score -109683.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -109805.664062 Penalty: 712.641052
	Iteration 6F: 3 clusters Score -109805.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -109904.523438 Penalty: 712.641052
	Iteration 7Q: 3 clusters Score -109904.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -109979.625000 Penalty: 712.641052
	Iteration 8Q: 3 clusters Score -109979.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -110029.539062 Penalty: 712.641052
	Iteration 9Q: 3 clusters Score -110029.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -110062.015625 Penalty: 712.641052
	Iteration 10Q: 3 clusters Score -110062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -110086.953125 Penalty: 712.641052
	Iteration 11Q: 3 clusters Score -110087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -110102.929688 Penalty: 712.641052
	Iteration 12Q: 3 clusters Score -110102.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -110116.312500 Penalty: 712.641052
	Iteration 13Q: 3 clusters Score -110116.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -110121.351562 Penalty: 712.641052
	Iteration 14Q: 3 clusters Score -110121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -110124.718750 Penalty: 712.641052
	Iteration 15Q: 3 clusters Score -110124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -110130.101562 Penalty: 712.641052
	Iteration 16Q: 3 clusters Score -110130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -110135.515625 Penalty: 712.641052
	Iteration 17Q: 3 clusters Score -110135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -110138.992188 Penalty: 712.641052
	Iteration 18Q: 3 clusters Score -110139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -110139.289062 Penalty: 712.641052
	Iteration 19Q: 3 clusters Score -110139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -110139.585938 Penalty: 712.641052
	Iteration 20F: 3 clusters Score -110139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -110139.804688 Penalty: 712.641052
	Iteration 21Q: 3 clusters Score -110139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -110140.242188 Penalty: 712.641052
	Iteration 22Q: 3 clusters Score -110140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -110141.750000 Penalty: 712.641052
	Iteration 23Q: 3 clusters Score -110141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -110142.812500 Penalty: 712.641052
	Iteration 24Q: 3 clusters Score -110142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -110142.812500 Penalty: 712.641052
	Iteration 25F: 3 clusters Score -110142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (297067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297067 members 
Entering Unmasked Estep 
Score: -13166922.000000 Penalty: 573.377930
	Iteration 0F: 2 clusters Score -1.316692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -12967338.000000 Penalty: 1146.755859
	Iteration 0F: 3 clusters Score -1.296734e+07 nChanged 146617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 145511 members 
Entering Unmasked Estep 
Score: -13057492.000000 Penalty: 1146.755859
	Iteration 1F: 3 clusters Score -1.305749e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -13059917.000000 Penalty: 1146.755859
	Iteration 2Q: 3 clusters Score -1.305992e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -13062670.000000 Penalty: 1146.755859
	Iteration 3Q: 3 clusters Score -1.306267e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 143511 members 
Entering Unmasked Estep 
Score: -13065942.000000 Penalty: 1146.755859
	Iteration 4Q: 3 clusters Score -1.306594e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -13070229.000000 Penalty: 1146.755859
	Iteration 5Q: 3 clusters Score -1.307023e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160204 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -13076940.000000 Penalty: 1146.755859
	Iteration 6Q: 3 clusters Score -1.307694e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -13087111.000000 Penalty: 1146.755859
	Iteration 7F: 3 clusters Score -1.308711e+07 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -13100172.000000 Penalty: 1146.755859
	Iteration 8F: 3 clusters Score -1.310017e+07 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173340 members 
Mstep: Class 2 contains 123727 members 
Entering Unmasked Estep 
Score: -13111164.000000 Penalty: 1146.755859
	Iteration 9F: 3 clusters Score -1.311116e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -13115698.000000 Penalty: 1146.755859
	Iteration 10Q: 3 clusters Score -1.31157e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -13116970.000000 Penalty: 1146.755859
	Iteration 11Q: 3 clusters Score -1.311697e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -13117374.000000 Penalty: 1146.755859
	Iteration 12Q: 3 clusters Score -1.311737e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176801 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -13117565.000000 Penalty: 1146.755859
	Iteration 13Q: 3 clusters Score -1.311756e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -13117787.000000 Penalty: 1146.755859
	Iteration 14Q: 3 clusters Score -1.311779e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178174 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -13117936.000000 Penalty: 1146.755859
	Iteration 15Q: 3 clusters Score -1.311794e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -13118082.000000 Penalty: 1146.755859
	Iteration 16Q: 3 clusters Score -1.311808e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -13118324.000000 Penalty: 1146.755859
	Iteration 17Q: 3 clusters Score -1.311832e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180038 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -13118356.000000 Penalty: 1146.755859
	Iteration 18Q: 3 clusters Score -1.311836e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 116359 members 
Entering Unmasked Estep 
Score: -13118505.000000 Penalty: 1146.755859
	Iteration 19Q: 3 clusters Score -1.31185e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181445 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -13118782.000000 Penalty: 1146.755859
	Iteration 20F: 3 clusters Score -1.311878e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182287 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -13119104.000000 Penalty: 1146.755859
	Iteration 21Q: 3 clusters Score -1.31191e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -13119384.000000 Penalty: 1146.755859
	Iteration 22Q: 3 clusters Score -1.311938e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -13119722.000000 Penalty: 1146.755859
	Iteration 23Q: 3 clusters Score -1.311972e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185293 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -13120034.000000 Penalty: 1146.755859
	Iteration 24Q: 3 clusters Score -1.312003e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -13120396.000000 Penalty: 1146.755859
	Iteration 25Q: 3 clusters Score -1.31204e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -13120691.000000 Penalty: 1146.755859
	Iteration 26Q: 3 clusters Score -1.312069e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188958 members 
Mstep: Class 2 contains 108109 members 
Entering Unmasked Estep 
Score: -13121052.000000 Penalty: 1146.755859
	Iteration 27Q: 3 clusters Score -1.312105e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190402 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -13121536.000000 Penalty: 1146.755859
	Iteration 28Q: 3 clusters Score -1.312154e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191959 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -13121984.000000 Penalty: 1146.755859
	Iteration 29Q: 3 clusters Score -1.312198e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193735 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -13122455.000000 Penalty: 1146.755859
	Iteration 30Q: 3 clusters Score -1.312246e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195676 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -13122985.000000 Penalty: 1146.755859
	Iteration 31Q: 3 clusters Score -1.312298e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197830 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -13123644.000000 Penalty: 1146.755859
	Iteration 32Q: 3 clusters Score -1.312364e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200244 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -13124574.000000 Penalty: 1146.755859
	Iteration 33Q: 3 clusters Score -1.312457e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202779 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -13125527.000000 Penalty: 1146.755859
	Iteration 34Q: 3 clusters Score -1.312553e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205552 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -13126817.000000 Penalty: 1146.755859
	Iteration 35Q: 3 clusters Score -1.312682e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208492 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -13128190.000000 Penalty: 1146.755859
	Iteration 36Q: 3 clusters Score -1.312819e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -13130031.000000 Penalty: 1146.755859
	Iteration 37Q: 3 clusters Score -1.313003e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214983 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -13132014.000000 Penalty: 1146.755859
	Iteration 38Q: 3 clusters Score -1.313201e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218188 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -13134435.000000 Penalty: 1146.755859
	Iteration 39Q: 3 clusters Score -1.313444e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221232 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -13137610.000000 Penalty: 1146.755859
	Iteration 40F: 3 clusters Score -1.313761e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224006 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -13141337.000000 Penalty: 1146.755859
	Iteration 41Q: 3 clusters Score -1.314134e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226180 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -13145419.000000 Penalty: 1146.755859
	Iteration 42Q: 3 clusters Score -1.314542e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227525 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -13149588.000000 Penalty: 1146.755859
	Iteration 43Q: 3 clusters Score -1.314959e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -13153630.000000 Penalty: 1146.755859
	Iteration 44Q: 3 clusters Score -1.315363e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227760 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -13157073.000000 Penalty: 1146.755859
	Iteration 45Q: 3 clusters Score -1.315707e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226985 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -13160127.000000 Penalty: 1146.755859
	Iteration 46Q: 3 clusters Score -1.316013e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225899 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -13162388.000000 Penalty: 1146.755859
	Iteration 47Q: 3 clusters Score -1.316239e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224796 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -13163962.000000 Penalty: 1146.755859
	Iteration 48Q: 3 clusters Score -1.316396e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223897 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -13164749.000000 Penalty: 1146.755859
	Iteration 49Q: 3 clusters Score -1.316475e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223278 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -13165102.000000 Penalty: 1146.755859
	Iteration 50Q: 3 clusters Score -1.31651e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222794 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -13165259.000000 Penalty: 1146.755859
	Iteration 51Q: 3 clusters Score -1.316526e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222455 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -13165293.000000 Penalty: 1146.755859
	Iteration 52Q: 3 clusters Score -1.316529e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222179 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -13165372.000000 Penalty: 1146.755859
	Iteration 53Q: 3 clusters Score -1.316537e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221965 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -13165376.000000 Penalty: 1146.755859
	Iteration 54Q: 3 clusters Score -1.316538e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221734 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -13165369.000000 Penalty: 1146.755859
	Iteration 55Q: 3 clusters Score -1.316537e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221510 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -13165356.000000 Penalty: 1146.755859
	Iteration 56Q: 3 clusters Score -1.316536e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221324 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -13165365.000000 Penalty: 1146.755859
	Iteration 57Q: 3 clusters Score -1.316536e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221143 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -13165343.000000 Penalty: 1146.755859
	Iteration 58Q: 3 clusters Score -1.316534e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220950 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -13165343.000000 Penalty: 1146.755859
	Iteration 59Q: 3 clusters Score -1.316534e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220760 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -13165982.000000 Penalty: 1146.755859
	Iteration 60F: 3 clusters Score -1.316598e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219911 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -13166072.000000 Penalty: 1146.755859
	Iteration 61Q: 3 clusters Score -1.316607e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219166 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -13166147.000000 Penalty: 1146.755859
	Iteration 62Q: 3 clusters Score -1.316615e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218459 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -13166127.000000 Penalty: 1146.755859
	Iteration 63Q: 3 clusters Score -1.316613e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217820 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -13166092.000000 Penalty: 1146.755859
	Iteration 64Q: 3 clusters Score -1.316609e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217221 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -13166030.000000 Penalty: 1146.755859
	Iteration 65Q: 3 clusters Score -1.316603e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216630 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -13166048.000000 Penalty: 1146.755859
	Iteration 66Q: 3 clusters Score -1.316605e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216069 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -13166075.000000 Penalty: 1146.755859
	Iteration 67Q: 3 clusters Score -1.316608e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215523 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -13166128.000000 Penalty: 1146.755859
	Iteration 68Q: 3 clusters Score -1.316613e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214986 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13166153.000000 Penalty: 1146.755859
	Iteration 69Q: 3 clusters Score -1.316615e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214466 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -13166110.000000 Penalty: 1146.755859
	Iteration 70Q: 3 clusters Score -1.316611e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213993 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -13166087.000000 Penalty: 1146.755859
	Iteration 71Q: 3 clusters Score -1.316609e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213517 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -13166091.000000 Penalty: 1146.755859
	Iteration 72Q: 3 clusters Score -1.316609e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213113 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -13166015.000000 Penalty: 1146.755859
	Iteration 73Q: 3 clusters Score -1.316602e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212639 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -13166012.000000 Penalty: 1146.755859
	Iteration 74Q: 3 clusters Score -1.316601e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212154 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -13165982.000000 Penalty: 1146.755859
	Iteration 75Q: 3 clusters Score -1.316598e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211679 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -13165954.000000 Penalty: 1146.755859
	Iteration 76Q: 3 clusters Score -1.316595e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -13165955.000000 Penalty: 1146.755859
	Iteration 77Q: 3 clusters Score -1.316596e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210749 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -13165949.000000 Penalty: 1146.755859
	Iteration 78Q: 3 clusters Score -1.316595e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210309 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -13165942.000000 Penalty: 1146.755859
	Iteration 79Q: 3 clusters Score -1.316594e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209848 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -13165926.000000 Penalty: 1146.755859
	Iteration 80F: 3 clusters Score -1.316593e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209436 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -13165911.000000 Penalty: 1146.755859
	Iteration 81Q: 3 clusters Score -1.316591e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209058 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -13165885.000000 Penalty: 1146.755859
	Iteration 82Q: 3 clusters Score -1.316588e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208685 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -13165817.000000 Penalty: 1146.755859
	Iteration 83Q: 3 clusters Score -1.316582e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208327 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -13165803.000000 Penalty: 1146.755859
	Iteration 84Q: 3 clusters Score -1.31658e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208005 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -13165814.000000 Penalty: 1146.755859
	Iteration 85Q: 3 clusters Score -1.316581e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207678 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -13165782.000000 Penalty: 1146.755859
	Iteration 86Q: 3 clusters Score -1.316578e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207396 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -13165803.000000 Penalty: 1146.755859
	Iteration 87Q: 3 clusters Score -1.31658e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207138 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -13165764.000000 Penalty: 1146.755859
	Iteration 88Q: 3 clusters Score -1.316576e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206854 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -13165780.000000 Penalty: 1146.755859
	Iteration 89Q: 3 clusters Score -1.316578e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206556 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -13165794.000000 Penalty: 1146.755859
	Iteration 90Q: 3 clusters Score -1.316579e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -13165775.000000 Penalty: 1146.755859
	Iteration 91Q: 3 clusters Score -1.316578e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205978 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -13165741.000000 Penalty: 1146.755859
	Iteration 92Q: 3 clusters Score -1.316574e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205731 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -13165736.000000 Penalty: 1146.755859
	Iteration 93Q: 3 clusters Score -1.316574e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205479 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -13165706.000000 Penalty: 1146.755859
	Iteration 94Q: 3 clusters Score -1.316571e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205267 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -13165717.000000 Penalty: 1146.755859
	Iteration 95Q: 3 clusters Score -1.316572e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205003 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -13165684.000000 Penalty: 1146.755859
	Iteration 96Q: 3 clusters Score -1.316568e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204752 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -13165663.000000 Penalty: 1146.755859
	Iteration 97Q: 3 clusters Score -1.316566e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204496 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -13165689.000000 Penalty: 1146.755859
	Iteration 98Q: 3 clusters Score -1.316569e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204248 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -13165728.000000 Penalty: 1146.755859
	Iteration 99Q: 3 clusters Score -1.316573e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -13165721.000000 Penalty: 1146.755859
	Iteration 100F: 3 clusters Score -1.316572e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203729 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -13165681.000000 Penalty: 1146.755859
	Iteration 101Q: 3 clusters Score -1.316568e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203527 members 
Mstep: Class 2 contains 93540 members 
Entering Unmasked Estep 
Score: -13165660.000000 Penalty: 1146.755859
	Iteration 102Q: 3 clusters Score -1.316566e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203309 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -13165643.000000 Penalty: 1146.755859
	Iteration 103Q: 3 clusters Score -1.316564e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203092 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -13165605.000000 Penalty: 1146.755859
	Iteration 104Q: 3 clusters Score -1.31656e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -13165584.000000 Penalty: 1146.755859
	Iteration 105Q: 3 clusters Score -1.316558e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202674 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -13165609.000000 Penalty: 1146.755859
	Iteration 106Q: 3 clusters Score -1.316561e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202474 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -13165615.000000 Penalty: 1146.755859
	Iteration 107Q: 3 clusters Score -1.316562e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202280 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -13165592.000000 Penalty: 1146.755859
	Iteration 108Q: 3 clusters Score -1.316559e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202062 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -13165548.000000 Penalty: 1146.755859
	Iteration 109Q: 3 clusters Score -1.316555e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201863 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -13165525.000000 Penalty: 1146.755859
	Iteration 110Q: 3 clusters Score -1.316552e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201632 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -13165478.000000 Penalty: 1146.755859
	Iteration 111Q: 3 clusters Score -1.316548e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201403 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -13165489.000000 Penalty: 1146.755859
	Iteration 112Q: 3 clusters Score -1.316549e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201166 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -13165496.000000 Penalty: 1146.755859
	Iteration 113Q: 3 clusters Score -1.31655e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200941 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -13165489.000000 Penalty: 1146.755859
	Iteration 114Q: 3 clusters Score -1.316549e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200688 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -13165457.000000 Penalty: 1146.755859
	Iteration 115Q: 3 clusters Score -1.316546e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200461 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -13165456.000000 Penalty: 1146.755859
	Iteration 116Q: 3 clusters Score -1.316546e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200230 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -13165425.000000 Penalty: 1146.755859
	Iteration 117Q: 3 clusters Score -1.316542e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199991 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -13165423.000000 Penalty: 1146.755859
	Iteration 118Q: 3 clusters Score -1.316542e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199727 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -13165395.000000 Penalty: 1146.755859
	Iteration 119Q: 3 clusters Score -1.31654e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199480 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -13165369.000000 Penalty: 1146.755859
	Iteration 120F: 3 clusters Score -1.316537e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199219 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -13165380.000000 Penalty: 1146.755859
	Iteration 121Q: 3 clusters Score -1.316538e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198940 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -13165361.000000 Penalty: 1146.755859
	Iteration 122Q: 3 clusters Score -1.316536e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198659 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -13165321.000000 Penalty: 1146.755859
	Iteration 123Q: 3 clusters Score -1.316532e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198362 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -13165293.000000 Penalty: 1146.755859
	Iteration 124Q: 3 clusters Score -1.316529e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198081 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -13165288.000000 Penalty: 1146.755859
	Iteration 125Q: 3 clusters Score -1.316529e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197774 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -13165287.000000 Penalty: 1146.755859
	Iteration 126Q: 3 clusters Score -1.316529e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197480 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -13165268.000000 Penalty: 1146.755859
	Iteration 127Q: 3 clusters Score -1.316527e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197178 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -13165274.000000 Penalty: 1146.755859
	Iteration 128Q: 3 clusters Score -1.316527e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196881 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -13165284.000000 Penalty: 1146.755859
	Iteration 129Q: 3 clusters Score -1.316528e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196624 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -13165279.000000 Penalty: 1146.755859
	Iteration 130Q: 3 clusters Score -1.316528e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196312 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -13165298.000000 Penalty: 1146.755859
	Iteration 131Q: 3 clusters Score -1.31653e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196026 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -13165256.000000 Penalty: 1146.755859
	Iteration 132Q: 3 clusters Score -1.316526e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195783 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -13165223.000000 Penalty: 1146.755859
	Iteration 133Q: 3 clusters Score -1.316522e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195528 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -13165172.000000 Penalty: 1146.755859
	Iteration 134Q: 3 clusters Score -1.316517e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -13165189.000000 Penalty: 1146.755859
	Iteration 135Q: 3 clusters Score -1.316519e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194989 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -13165160.000000 Penalty: 1146.755859
	Iteration 136Q: 3 clusters Score -1.316516e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -13165140.000000 Penalty: 1146.755859
	Iteration 137Q: 3 clusters Score -1.316514e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194518 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
Score: -13165137.000000 Penalty: 1146.755859
	Iteration 138Q: 3 clusters Score -1.316514e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194294 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -13165102.000000 Penalty: 1146.755859
	Iteration 139Q: 3 clusters Score -1.31651e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194088 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -13165094.000000 Penalty: 1146.755859
	Iteration 140F: 3 clusters Score -1.316509e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193845 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -13165096.000000 Penalty: 1146.755859
	Iteration 141Q: 3 clusters Score -1.31651e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -13165092.000000 Penalty: 1146.755859
	Iteration 142Q: 3 clusters Score -1.316509e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193374 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -13165056.000000 Penalty: 1146.755859
	Iteration 143Q: 3 clusters Score -1.316506e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193109 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -13165057.000000 Penalty: 1146.755859
	Iteration 144Q: 3 clusters Score -1.316506e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192873 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -13164994.000000 Penalty: 1146.755859
	Iteration 145Q: 3 clusters Score -1.316499e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192610 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -13164985.000000 Penalty: 1146.755859
	Iteration 146Q: 3 clusters Score -1.316498e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192313 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -13164982.000000 Penalty: 1146.755859
	Iteration 147Q: 3 clusters Score -1.316498e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191994 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -13164986.000000 Penalty: 1146.755859
	Iteration 148Q: 3 clusters Score -1.316499e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -13164972.000000 Penalty: 1146.755859
	Iteration 149Q: 3 clusters Score -1.316497e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191396 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -13164972.000000 Penalty: 1146.755859
	Iteration 150Q: 3 clusters Score -1.316497e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -13164986.000000 Penalty: 1146.755859
	Iteration 151Q: 3 clusters Score -1.316499e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -13164980.000000 Penalty: 1146.755859
	Iteration 152Q: 3 clusters Score -1.316498e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190419 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -13164967.000000 Penalty: 1146.755859
	Iteration 153Q: 3 clusters Score -1.316497e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190056 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -13164975.000000 Penalty: 1146.755859
	Iteration 154Q: 3 clusters Score -1.316498e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189705 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -13165012.000000 Penalty: 1146.755859
	Iteration 155Q: 3 clusters Score -1.316501e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -13165026.000000 Penalty: 1146.755859
	Iteration 156Q: 3 clusters Score -1.316503e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189066 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -13165006.000000 Penalty: 1146.755859
	Iteration 157Q: 3 clusters Score -1.316501e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188747 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -13164974.000000 Penalty: 1146.755859
	Iteration 158Q: 3 clusters Score -1.316497e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -13164974.000000 Penalty: 1146.755859
	Iteration 159Q: 3 clusters Score -1.316497e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188047 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -13164999.000000 Penalty: 1146.755859
	Iteration 160F: 3 clusters Score -1.3165e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187700 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -13165000.000000 Penalty: 1146.755859
	Iteration 161Q: 3 clusters Score -1.3165e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187375 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -13164949.000000 Penalty: 1146.755859
	Iteration 162Q: 3 clusters Score -1.316495e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187016 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -13164942.000000 Penalty: 1146.755859
	Iteration 163Q: 3 clusters Score -1.316494e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -13164931.000000 Penalty: 1146.755859
	Iteration 164Q: 3 clusters Score -1.316493e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186324 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -13164866.000000 Penalty: 1146.755859
	Iteration 165Q: 3 clusters Score -1.316487e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185962 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -13164889.000000 Penalty: 1146.755859
	Iteration 166Q: 3 clusters Score -1.316489e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -13164885.000000 Penalty: 1146.755859
	Iteration 167Q: 3 clusters Score -1.316488e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185224 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -13164909.000000 Penalty: 1146.755859
	Iteration 168Q: 3 clusters Score -1.316491e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184916 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -13164928.000000 Penalty: 1146.755859
	Iteration 169Q: 3 clusters Score -1.316493e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184590 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -13164856.000000 Penalty: 1146.755859
	Iteration 170Q: 3 clusters Score -1.316486e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -13164840.000000 Penalty: 1146.755859
	Iteration 171Q: 3 clusters Score -1.316484e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -13164806.000000 Penalty: 1146.755859
	Iteration 172Q: 3 clusters Score -1.316481e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183644 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -13164794.000000 Penalty: 1146.755859
	Iteration 173Q: 3 clusters Score -1.316479e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183345 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -13164780.000000 Penalty: 1146.755859
	Iteration 174Q: 3 clusters Score -1.316478e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183037 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -13164764.000000 Penalty: 1146.755859
	Iteration 175Q: 3 clusters Score -1.316476e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -13164751.000000 Penalty: 1146.755859
	Iteration 176Q: 3 clusters Score -1.316475e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182452 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -13164772.000000 Penalty: 1146.755859
	Iteration 177Q: 3 clusters Score -1.316477e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -13164775.000000 Penalty: 1146.755859
	Iteration 178Q: 3 clusters Score -1.316478e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181849 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -13164786.000000 Penalty: 1146.755859
	Iteration 179Q: 3 clusters Score -1.316479e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -13164760.000000 Penalty: 1146.755859
	Iteration 180F: 3 clusters Score -1.316476e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Mstep: Class 2 contains 115736 members 
Entering Unmasked Estep 
Score: -13164755.000000 Penalty: 1146.755859
	Iteration 181Q: 3 clusters Score -1.316476e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -13164720.000000 Penalty: 1146.755859
	Iteration 182Q: 3 clusters Score -1.316472e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -13164697.000000 Penalty: 1146.755859
	Iteration 183Q: 3 clusters Score -1.31647e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180559 members 
Mstep: Class 2 contains 116508 members 
Entering Unmasked Estep 
Score: -13164718.000000 Penalty: 1146.755859
	Iteration 184Q: 3 clusters Score -1.316472e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -13164686.000000 Penalty: 1146.755859
	Iteration 185Q: 3 clusters Score -1.316469e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -13164667.000000 Penalty: 1146.755859
	Iteration 186Q: 3 clusters Score -1.316467e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -13164636.000000 Penalty: 1146.755859
	Iteration 187Q: 3 clusters Score -1.316464e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -13164666.000000 Penalty: 1146.755859
	Iteration 188Q: 3 clusters Score -1.316467e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179341 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -13164680.000000 Penalty: 1146.755859
	Iteration 189Q: 3 clusters Score -1.316468e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179136 members 
Mstep: Class 2 contains 117931 members 
Entering Unmasked Estep 
Score: -13164638.000000 Penalty: 1146.755859
	Iteration 190Q: 3 clusters Score -1.316464e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178920 members 
Mstep: Class 2 contains 118147 members 
Entering Unmasked Estep 
Score: -13164632.000000 Penalty: 1146.755859
	Iteration 191Q: 3 clusters Score -1.316463e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178691 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -13164615.000000 Penalty: 1146.755859
	Iteration 192Q: 3 clusters Score -1.316462e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 118601 members 
Entering Unmasked Estep 
Score: -13164556.000000 Penalty: 1146.755859
	Iteration 193Q: 3 clusters Score -1.316456e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178247 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -13164557.000000 Penalty: 1146.755859
	Iteration 194Q: 3 clusters Score -1.316456e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -13164524.000000 Penalty: 1146.755859
	Iteration 195Q: 3 clusters Score -1.316452e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177802 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -13164513.000000 Penalty: 1146.755859
	Iteration 196Q: 3 clusters Score -1.316451e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177606 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -13164505.000000 Penalty: 1146.755859
	Iteration 197Q: 3 clusters Score -1.31645e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -13164490.000000 Penalty: 1146.755859
	Iteration 198Q: 3 clusters Score -1.316449e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 119850 members 
Entering Unmasked Estep 
Score: -13164484.000000 Penalty: 1146.755859
	Iteration 199Q: 3 clusters Score -1.316448e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177017 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -13164515.000000 Penalty: 1146.755859
	Iteration 200F: 3 clusters Score -1.316452e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -13164521.000000 Penalty: 1146.755859
	Iteration 201Q: 3 clusters Score -1.316452e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176545 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -13164494.000000 Penalty: 1146.755859
	Iteration 202Q: 3 clusters Score -1.316449e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 120771 members 
Entering Unmasked Estep 
Score: -13164482.000000 Penalty: 1146.755859
	Iteration 203Q: 3 clusters Score -1.316448e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176044 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -13164462.000000 Penalty: 1146.755859
	Iteration 204Q: 3 clusters Score -1.316446e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 121263 members 
Entering Unmasked Estep 
Score: -13164473.000000 Penalty: 1146.755859
	Iteration 205Q: 3 clusters Score -1.316447e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -13164447.000000 Penalty: 1146.755859
	Iteration 206Q: 3 clusters Score -1.316445e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -13164393.000000 Penalty: 1146.755859
	Iteration 207Q: 3 clusters Score -1.316439e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -13164403.000000 Penalty: 1146.755859
	Iteration 208Q: 3 clusters Score -1.31644e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -13164431.000000 Penalty: 1146.755859
	Iteration 209Q: 3 clusters Score -1.316443e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -13164422.000000 Penalty: 1146.755859
	Iteration 210Q: 3 clusters Score -1.316442e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174410 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -13164379.000000 Penalty: 1146.755859
	Iteration 211Q: 3 clusters Score -1.316438e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174190 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -13164380.000000 Penalty: 1146.755859
	Iteration 212Q: 3 clusters Score -1.316438e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 123105 members 
Entering Unmasked Estep 
Score: -13164357.000000 Penalty: 1146.755859
	Iteration 213Q: 3 clusters Score -1.316436e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -13164361.000000 Penalty: 1146.755859
	Iteration 214Q: 3 clusters Score -1.316436e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -13164357.000000 Penalty: 1146.755859
	Iteration 215Q: 3 clusters Score -1.316436e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -13164326.000000 Penalty: 1146.755859
	Iteration 216Q: 3 clusters Score -1.316433e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -13164308.000000 Penalty: 1146.755859
	Iteration 217Q: 3 clusters Score -1.316431e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -13164338.000000 Penalty: 1146.755859
	Iteration 218Q: 3 clusters Score -1.316434e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -13164316.000000 Penalty: 1146.755859
	Iteration 219Q: 3 clusters Score -1.316432e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -13164276.000000 Penalty: 1146.755859
	Iteration 220F: 3 clusters Score -1.316428e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 125052 members 
Entering Unmasked Estep 
Score: -13164286.000000 Penalty: 1146.755859
	Iteration 221Q: 3 clusters Score -1.316429e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -13164288.000000 Penalty: 1146.755859
	Iteration 222Q: 3 clusters Score -1.316429e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -13164299.000000 Penalty: 1146.755859
	Iteration 223Q: 3 clusters Score -1.31643e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -13164332.000000 Penalty: 1146.755859
	Iteration 224Q: 3 clusters Score -1.316433e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -13164329.000000 Penalty: 1146.755859
	Iteration 225Q: 3 clusters Score -1.316433e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -13164320.000000 Penalty: 1146.755859
	Iteration 226Q: 3 clusters Score -1.316432e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -13164303.000000 Penalty: 1146.755859
	Iteration 227Q: 3 clusters Score -1.31643e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -13164267.000000 Penalty: 1146.755859
	Iteration 228Q: 3 clusters Score -1.316427e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -13164242.000000 Penalty: 1146.755859
	Iteration 229Q: 3 clusters Score -1.316424e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 126914 members 
Entering Unmasked Estep 
Score: -13164248.000000 Penalty: 1146.755859
	Iteration 230Q: 3 clusters Score -1.316425e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -13164241.000000 Penalty: 1146.755859
	Iteration 231Q: 3 clusters Score -1.316424e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -13164212.000000 Penalty: 1146.755859
	Iteration 232Q: 3 clusters Score -1.316421e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -13164171.000000 Penalty: 1146.755859
	Iteration 233Q: 3 clusters Score -1.316417e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -13164192.000000 Penalty: 1146.755859
	Iteration 234Q: 3 clusters Score -1.316419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 127603 members 
Entering Unmasked Estep 
Score: -13164185.000000 Penalty: 1146.755859
	Iteration 235Q: 3 clusters Score -1.316418e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 127695 members 
Entering Unmasked Estep 
Score: -13164175.000000 Penalty: 1146.755859
	Iteration 236Q: 3 clusters Score -1.316418e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -13164159.000000 Penalty: 1146.755859
	Iteration 237Q: 3 clusters Score -1.316416e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -13164151.000000 Penalty: 1146.755859
	Iteration 238Q: 3 clusters Score -1.316415e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -13164148.000000 Penalty: 1146.755859
	Iteration 239Q: 3 clusters Score -1.316415e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -13164158.000000 Penalty: 1146.755859
	Iteration 240F: 3 clusters Score -1.316416e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -13164159.000000 Penalty: 1146.755859
	Iteration 241Q: 3 clusters Score -1.316416e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -13164132.000000 Penalty: 1146.755859
	Iteration 242Q: 3 clusters Score -1.316413e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -13164102.000000 Penalty: 1146.755859
	Iteration 243Q: 3 clusters Score -1.31641e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -13164097.000000 Penalty: 1146.755859
	Iteration 244Q: 3 clusters Score -1.31641e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -13164097.000000 Penalty: 1146.755859
	Iteration 245Q: 3 clusters Score -1.31641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -13164091.000000 Penalty: 1146.755859
	Iteration 246Q: 3 clusters Score -1.316409e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168441 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -13164103.000000 Penalty: 1146.755859
	Iteration 247Q: 3 clusters Score -1.31641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 128657 members 
Entering Unmasked Estep 
Score: -13164096.000000 Penalty: 1146.755859
	Iteration 248Q: 3 clusters Score -1.31641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -13164085.000000 Penalty: 1146.755859
	Iteration 249Q: 3 clusters Score -1.316408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -13164094.000000 Penalty: 1146.755859
	Iteration 250Q: 3 clusters Score -1.316409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -13164077.000000 Penalty: 1146.755859
	Iteration 251Q: 3 clusters Score -1.316408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -13164077.000000 Penalty: 1146.755859
	Iteration 252Q: 3 clusters Score -1.316408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168162 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -13164070.000000 Penalty: 1146.755859
	Iteration 253Q: 3 clusters Score -1.316407e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -13164068.000000 Penalty: 1146.755859
	Iteration 254Q: 3 clusters Score -1.316407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 128975 members 
Entering Unmasked Estep 
Score: -13164074.000000 Penalty: 1146.755859
	Iteration 255Q: 3 clusters Score -1.316407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 129007 members 
Entering Unmasked Estep 
Score: -13164090.000000 Penalty: 1146.755859
	Iteration 256Q: 3 clusters Score -1.316409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -13164090.000000 Penalty: 1146.755859
	Iteration 257Q: 3 clusters Score -1.316409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168002 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -13164086.000000 Penalty: 1146.755859
	Iteration 258Q: 3 clusters Score -1.316409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 129090 members 
Entering Unmasked Estep 
Score: -13164082.000000 Penalty: 1146.755859
	Iteration 259Q: 3 clusters Score -1.316408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 129116 members 
Entering Unmasked Estep 
Score: -13164072.000000 Penalty: 1146.755859
	Iteration 260F: 3 clusters Score -1.316407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -13164063.000000 Penalty: 1146.755859
	Iteration 261Q: 3 clusters Score -1.316406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -13164062.000000 Penalty: 1146.755859
	Iteration 262Q: 3 clusters Score -1.316406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -13164079.000000 Penalty: 1146.755859
	Iteration 263Q: 3 clusters Score -1.316408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -13164071.000000 Penalty: 1146.755859
	Iteration 264Q: 3 clusters Score -1.316407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -13164057.000000 Penalty: 1146.755859
	Iteration 265Q: 3 clusters Score -1.316406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 129382 members 
Entering Unmasked Estep 
Score: -13164059.000000 Penalty: 1146.755859
	Iteration 266Q: 3 clusters Score -1.316406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -13164054.000000 Penalty: 1146.755859
	Iteration 267Q: 3 clusters Score -1.316405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -13164046.000000 Penalty: 1146.755859
	Iteration 268Q: 3 clusters Score -1.316405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167506 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -13164044.000000 Penalty: 1146.755859
	Iteration 269Q: 3 clusters Score -1.316404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -13164032.000000 Penalty: 1146.755859
	Iteration 270Q: 3 clusters Score -1.316403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -13164031.000000 Penalty: 1146.755859
	Iteration 271Q: 3 clusters Score -1.316403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 129672 members 
Entering Unmasked Estep 
Score: -13164028.000000 Penalty: 1146.755859
	Iteration 272Q: 3 clusters Score -1.316403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -13164034.000000 Penalty: 1146.755859
	Iteration 273Q: 3 clusters Score -1.316403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 129746 members 
Entering Unmasked Estep 
Score: -13164040.000000 Penalty: 1146.755859
	Iteration 274Q: 3 clusters Score -1.316404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -13164045.000000 Penalty: 1146.755859
	Iteration 275Q: 3 clusters Score -1.316404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -13164039.000000 Penalty: 1146.755859
	Iteration 276Q: 3 clusters Score -1.316404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167220 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -13164035.000000 Penalty: 1146.755859
	Iteration 277Q: 3 clusters Score -1.316404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -13164020.000000 Penalty: 1146.755859
	Iteration 278Q: 3 clusters Score -1.316402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -13164037.000000 Penalty: 1146.755859
	Iteration 279Q: 3 clusters Score -1.316404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167112 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -13164029.000000 Penalty: 1146.755859
	Iteration 280F: 3 clusters Score -1.316403e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 130003 members 
Entering Unmasked Estep 
Score: -13164027.000000 Penalty: 1146.755859
	Iteration 281Q: 3 clusters Score -1.316403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -13164037.000000 Penalty: 1146.755859
	Iteration 282Q: 3 clusters Score -1.316404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -13164039.000000 Penalty: 1146.755859
	Iteration 283Q: 3 clusters Score -1.316404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -13164044.000000 Penalty: 1146.755859
	Iteration 284Q: 3 clusters Score -1.316404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -13164042.000000 Penalty: 1146.755859
	Iteration 285Q: 3 clusters Score -1.316404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166953 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -13164044.000000 Penalty: 1146.755859
	Iteration 286Q: 3 clusters Score -1.316404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -13164041.000000 Penalty: 1146.755859
	Iteration 287Q: 3 clusters Score -1.316404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166915 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -13164046.000000 Penalty: 1146.755859
	Iteration 288Q: 3 clusters Score -1.316405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 130174 members 
Entering Unmasked Estep 
Score: -13164045.000000 Penalty: 1146.755859
	Iteration 289Q: 3 clusters Score -1.316404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -13164041.000000 Penalty: 1146.755859
	Iteration 290Q: 3 clusters Score -1.316404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -13164028.000000 Penalty: 1146.755859
	Iteration 291Q: 3 clusters Score -1.316403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -13164033.000000 Penalty: 1146.755859
	Iteration 292Q: 3 clusters Score -1.316403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -13164028.000000 Penalty: 1146.755859
	Iteration 293Q: 3 clusters Score -1.316403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 130260 members 
Entering Unmasked Estep 
Score: -13164025.000000 Penalty: 1146.755859
	Iteration 294Q: 3 clusters Score -1.316402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 130266 members 
Entering Unmasked Estep 
Score: -13164030.000000 Penalty: 1146.755859
	Iteration 295Q: 3 clusters Score -1.316403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -13164023.000000 Penalty: 1146.755859
	Iteration 296Q: 3 clusters Score -1.316402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -13164032.000000 Penalty: 1146.755859
	Iteration 297Q: 3 clusters Score -1.316403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -13164038.000000 Penalty: 1146.755859
	Iteration 298Q: 3 clusters Score -1.316404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166786 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -13164033.000000 Penalty: 1146.755859
	Iteration 299Q: 3 clusters Score -1.316403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -13164029.000000 Penalty: 1146.755859
	Iteration 300F: 3 clusters Score -1.316403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -13164030.000000 Penalty: 1146.755859
	Iteration 301Q: 3 clusters Score -1.316403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 130289 members 
Entering Unmasked Estep 
Score: -13164032.000000 Penalty: 1146.755859
	Iteration 302Q: 3 clusters Score -1.316403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -13164028.000000 Penalty: 1146.755859
	Iteration 303Q: 3 clusters Score -1.316403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -13164032.000000 Penalty: 1146.755859
	Iteration 304Q: 3 clusters Score -1.316403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 130298 members 
Entering Unmasked Estep 
Score: -13164034.000000 Penalty: 1146.755859
	Iteration 305Q: 3 clusters Score -1.316403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -13164037.000000 Penalty: 1146.755859
	Iteration 306Q: 3 clusters Score -1.316404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -13164036.000000 Penalty: 1146.755859
	Iteration 307Q: 3 clusters Score -1.316404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -13164041.000000 Penalty: 1146.755859
	Iteration 308Q: 3 clusters Score -1.316404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -13164041.000000 Penalty: 1146.755859
	Iteration 309F: 3 clusters Score -1.316404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -105146.484375 Penalty: 356.230103
	Iteration 0F: 2 clusters Score -105146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -103397.742188 Penalty: 712.460205
	Iteration 0F: 3 clusters Score -103397.7 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -104133.695312 Penalty: 712.460205
	Iteration 1F: 3 clusters Score -104133.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -104318.656250 Penalty: 712.460205
	Iteration 2F: 3 clusters Score -104318.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -104518.468750 Penalty: 712.460205
	Iteration 3F: 3 clusters Score -104518.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104703.976562 Penalty: 712.460205
	Iteration 4F: 3 clusters Score -104704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104803.062500 Penalty: 712.460205
	Iteration 5Q: 3 clusters Score -104803.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104838.781250 Penalty: 712.460205
	Iteration 6Q: 3 clusters Score -104838.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104858.710938 Penalty: 712.460205
	Iteration 7Q: 3 clusters Score -104858.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104871.734375 Penalty: 712.460205
	Iteration 8Q: 3 clusters Score -104871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104877.671875 Penalty: 712.460205
	Iteration 9Q: 3 clusters Score -104877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104880.914062 Penalty: 712.460205
	Iteration 10Q: 3 clusters Score -104880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104882.265625 Penalty: 712.460205
	Iteration 11Q: 3 clusters Score -104882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -104883.554688 Penalty: 712.460205
	Iteration 12Q: 3 clusters Score -104883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104884.351562 Penalty: 712.460205
	Iteration 13Q: 3 clusters Score -104884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -104885.148438 Penalty: 712.460205
	Iteration 14Q: 3 clusters Score -104885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -104885.640625 Penalty: 712.460205
	Iteration 15Q: 3 clusters Score -104885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104886.039062 Penalty: 712.460205
	Iteration 16Q: 3 clusters Score -104886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104889.695312 Penalty: 712.460205
	Iteration 17Q: 3 clusters Score -104889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104895.828125 Penalty: 712.460205
	Iteration 18Q: 3 clusters Score -104895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104901.750000 Penalty: 712.460205
	Iteration 19Q: 3 clusters Score -104901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104912.710938 Penalty: 712.460205
	Iteration 20F: 3 clusters Score -104912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104921.562500 Penalty: 712.460205
	Iteration 21Q: 3 clusters Score -104921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104924.750000 Penalty: 712.460205
	Iteration 22Q: 3 clusters Score -104924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104928.171875 Penalty: 712.460205
	Iteration 23Q: 3 clusters Score -104928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104932.648438 Penalty: 712.460205
	Iteration 24Q: 3 clusters Score -104932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104936.312500 Penalty: 712.460205
	Iteration 25Q: 3 clusters Score -104936.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104943.757812 Penalty: 712.460205
	Iteration 26Q: 3 clusters Score -104943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104945.835938 Penalty: 712.460205
	Iteration 27Q: 3 clusters Score -104945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104947.093750 Penalty: 712.460205
	Iteration 28Q: 3 clusters Score -104947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104948.382812 Penalty: 712.460205
	Iteration 29Q: 3 clusters Score -104948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104948.859375 Penalty: 712.460205
	Iteration 30Q: 3 clusters Score -104948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104949.367188 Penalty: 712.460205
	Iteration 31Q: 3 clusters Score -104949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104949.398438 Penalty: 712.460205
	Iteration 32Q: 3 clusters Score -104949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104949.398438 Penalty: 712.460205
	Iteration 33F: 3 clusters Score -104949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (290808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290808 members 
Entering Unmasked Estep 
Score: -12983352.000000 Penalty: 572.409058
	Iteration 0F: 2 clusters Score -1.298335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -12786427.000000 Penalty: 1144.818115
	Iteration 0F: 3 clusters Score -1.278643e+07 nChanged 143700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120206 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -12880739.000000 Penalty: 1144.818115
	Iteration 1F: 3 clusters Score -1.288074e+07 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 183604 members 
Entering Unmasked Estep 
Score: -12890108.000000 Penalty: 1144.818115
	Iteration 2F: 3 clusters Score -1.289011e+07 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 201785 members 
Entering Unmasked Estep 
Score: -12904524.000000 Penalty: 1144.818115
	Iteration 3F: 3 clusters Score -1.290452e+07 nChanged 22184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 223759 members 
Entering Unmasked Estep 
Score: -12924123.000000 Penalty: 1144.818115
	Iteration 4F: 3 clusters Score -1.292412e+07 nChanged 21828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 245553 members 
Entering Unmasked Estep 
Score: -12944435.000000 Penalty: 1144.818115
	Iteration 5F: 3 clusters Score -1.294444e+07 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 263154 members 
Entering Unmasked Estep 
Score: -12960837.000000 Penalty: 1144.818115
	Iteration 6F: 3 clusters Score -1.296084e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 275057 members 
Entering Unmasked Estep 
Score: -12971223.000000 Penalty: 1144.818115
	Iteration 7Q: 3 clusters Score -1.297122e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 282309 members 
Entering Unmasked Estep 
Score: -12977408.000000 Penalty: 1144.818115
	Iteration 8Q: 3 clusters Score -1.297741e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 286402 members 
Entering Unmasked Estep 
Score: -12980304.000000 Penalty: 1144.818115
	Iteration 9Q: 3 clusters Score -1.29803e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 288424 members 
Entering Unmasked Estep 
Score: -12981593.000000 Penalty: 1144.818115
	Iteration 10Q: 3 clusters Score -1.298159e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 289445 members 
Entering Unmasked Estep 
Score: -12982178.000000 Penalty: 1144.818115
	Iteration 11Q: 3 clusters Score -1.298218e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 289948 members 
Entering Unmasked Estep 
Score: -12982458.000000 Penalty: 1144.818115
	Iteration 12Q: 3 clusters Score -1.298246e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 290212 members 
Entering Unmasked Estep 
Score: -12982637.000000 Penalty: 1144.818115
	Iteration 13Q: 3 clusters Score -1.298264e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 290347 members 
Entering Unmasked Estep 
Score: -12982716.000000 Penalty: 1144.818115
	Iteration 14Q: 3 clusters Score -1.298272e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 290429 members 
Entering Unmasked Estep 
Score: -12982797.000000 Penalty: 1144.818115
	Iteration 15Q: 3 clusters Score -1.29828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 290481 members 
Entering Unmasked Estep 
Score: -12982819.000000 Penalty: 1144.818115
	Iteration 16Q: 3 clusters Score -1.298282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 290505 members 
Entering Unmasked Estep 
Score: -12982837.000000 Penalty: 1144.818115
	Iteration 17Q: 3 clusters Score -1.298284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290512 members 
Entering Unmasked Estep 
Score: -12982854.000000 Penalty: 1144.818115
	Iteration 18Q: 3 clusters Score -1.298285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290520 members 
Entering Unmasked Estep 
Score: -12982874.000000 Penalty: 1144.818115
	Iteration 19Q: 3 clusters Score -1.298287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290529 members 
Entering Unmasked Estep 
Score: -12982873.000000 Penalty: 1144.818115
	Iteration 20F: 3 clusters Score -1.298287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 290538 members 
Entering Unmasked Estep 
Score: -12982878.000000 Penalty: 1144.818115
	Iteration 21Q: 3 clusters Score -1.298288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290541 members 
Entering Unmasked Estep 
Score: -12982882.000000 Penalty: 1144.818115
	Iteration 22Q: 3 clusters Score -1.298288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290547 members 
Entering Unmasked Estep 
Score: -12982893.000000 Penalty: 1144.818115
	Iteration 23Q: 3 clusters Score -1.298289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290552 members 
Entering Unmasked Estep 
Score: -12982894.000000 Penalty: 1144.818115
	Iteration 24Q: 3 clusters Score -1.298289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290555 members 
Entering Unmasked Estep 
Score: -12982899.000000 Penalty: 1144.818115
	Iteration 25Q: 3 clusters Score -1.29829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290556 members 
Entering Unmasked Estep 
Score: -12982897.000000 Penalty: 1144.818115
	Iteration 26Q: 3 clusters Score -1.29829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290556 members 
Entering Unmasked Estep 
Score: -12982897.000000 Penalty: 1144.818115
	Iteration 27F: 3 clusters Score -1.29829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -19908.195312 Penalty: 294.138763
	Iteration 0F: 2 clusters Score -19908.2 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 335 members 
Entering Unmasked Estep 
Score: -19362.074219 Penalty: 588.277527
	Iteration 0F: 3 clusters Score -19362.07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19704.455078 Penalty: 588.277527
	Iteration 1F: 3 clusters Score -19704.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19830.068359 Penalty: 588.277527
	Iteration 2F: 3 clusters Score -19830.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19923.464844 Penalty: 588.277527
	Iteration 3F: 3 clusters Score -19923.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19959.841797 Penalty: 588.277527
	Iteration 4Q: 3 clusters Score -19959.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19978.638672 Penalty: 588.277527
	Iteration 5Q: 3 clusters Score -19978.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19999.490234 Penalty: 588.277527
	Iteration 6Q: 3 clusters Score -19999.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20015.634766 Penalty: 588.277527
	Iteration 7Q: 3 clusters Score -20015.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20027.007812 Penalty: 588.277527
	Iteration 8Q: 3 clusters Score -20027.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20032.923828 Penalty: 588.277527
	Iteration 9Q: 3 clusters Score -20032.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20040.917969 Penalty: 588.277527
	Iteration 10Q: 3 clusters Score -20040.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20044.314453 Penalty: 588.277527
	Iteration 11Q: 3 clusters Score -20044.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20047.501953 Penalty: 588.277527
	Iteration 12Q: 3 clusters Score -20047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20048.482422 Penalty: 588.277527
	Iteration 13Q: 3 clusters Score -20048.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20049.263672 Penalty: 588.277527
	Iteration 14Q: 3 clusters Score -20049.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20050.312500 Penalty: 588.277527
	Iteration 15Q: 3 clusters Score -20050.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20054.072266 Penalty: 588.277527
	Iteration 16Q: 3 clusters Score -20054.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20057.736328 Penalty: 588.277527
	Iteration 17Q: 3 clusters Score -20057.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20062.935547 Penalty: 588.277527
	Iteration 18Q: 3 clusters Score -20062.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20066.064453 Penalty: 588.277527
	Iteration 19Q: 3 clusters Score -20066.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20071.869141 Penalty: 588.277527
	Iteration 20F: 3 clusters Score -20071.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20078.515625 Penalty: 588.277527
	Iteration 21Q: 3 clusters Score -20078.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20084.830078 Penalty: 588.277527
	Iteration 22Q: 3 clusters Score -20084.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20097.798828 Penalty: 588.277527
	Iteration 23Q: 3 clusters Score -20097.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20111.064453 Penalty: 588.277527
	Iteration 24Q: 3 clusters Score -20111.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20117.886719 Penalty: 588.277527
	Iteration 25Q: 3 clusters Score -20117.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20125.437500 Penalty: 588.277527
	Iteration 26Q: 3 clusters Score -20125.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20136.437500 Penalty: 588.277527
	Iteration 27Q: 3 clusters Score -20136.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20164.830078 Penalty: 588.277527
	Iteration 28Q: 3 clusters Score -20164.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20179.775391 Penalty: 588.277527
	Iteration 29Q: 3 clusters Score -20179.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20183.408203 Penalty: 588.277527
	Iteration 30Q: 3 clusters Score -20183.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20184.919922 Penalty: 588.277527
	Iteration 31Q: 3 clusters Score -20184.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20186.712891 Penalty: 588.277527
	Iteration 32Q: 3 clusters Score -20186.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20187.892578 Penalty: 588.277527
	Iteration 33Q: 3 clusters Score -20187.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20188.318359 Penalty: 588.277527
	Iteration 34Q: 3 clusters Score -20188.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20233.119141 Penalty: 588.277527
	Iteration 35F: 3 clusters Score -20233.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20369.062500 Penalty: 588.277527
	Iteration 36Q: 3 clusters Score -20369.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20410.673828 Penalty: 588.277527
	Iteration 37Q: 3 clusters Score -20410.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20457.279297 Penalty: 588.277527
	Iteration 38Q: 3 clusters Score -20457.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20501.253906 Penalty: 588.277527
	Iteration 39Q: 3 clusters Score -20501.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20510.900391 Penalty: 588.277527
	Iteration 40F: 3 clusters Score -20510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20513.949219 Penalty: 588.277527
	Iteration 41Q: 3 clusters Score -20513.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20514.296875 Penalty: 588.277527
	Iteration 42Q: 3 clusters Score -20514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20514.755859 Penalty: 588.277527
	Iteration 43Q: 3 clusters Score -20514.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20514.755859 Penalty: 588.277527
	Iteration 44F: 3 clusters Score -20514.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 21933 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 8 contains 258095 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 14 contains 19928 members 
Mstep: Class 15 contains 17149 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
Score: -46911424.000000 Penalty: 12671.912109
Splitting cluster 22 changes total score from -46909772.000000 to -46911424.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 109724 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 10574 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 21933 members 
Mstep: Class 7 contains 38396 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 17 contains 297067 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 290808 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913116.000000 Penalty: 12671.912109
Iteration 79Q: 21 clusters Score -4.691312e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 110265 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 22334 members 
Mstep: Class 7 contains 38750 members 
Mstep: Class 8 contains 256702 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 22317 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 19632 members 
Mstep: Class 15 contains 16830 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 296569 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 291750 members 
Mstep: Class 22 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914668.000000 Penalty: 12671.912109
Iteration 80F: 21 clusters Score -4.691467e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 110698 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 22274 members 
Mstep: Class 7 contains 38712 members 
Mstep: Class 8 contains 256622 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 1678 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 14 contains 19469 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 295936 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 21 contains 291613 members 
Mstep: Class 22 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915996.000000 Penalty: 12671.912109
Iteration 81Q: 21 clusters Score -4.6916e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 111279 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 22205 members 
Mstep: Class 7 contains 38716 members 
Mstep: Class 8 contains 256389 members 
Mstep: Class 9 contains 7817 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 22735 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 19337 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 17 contains 295188 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 21 contains 291724 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916688.000000 Penalty: 12671.912109
Iteration 82Q: 21 clusters Score -4.691669e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 111905 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 22152 members 
Mstep: Class 7 contains 38728 members 
Mstep: Class 8 contains 256149 members 
Mstep: Class 9 contains 7825 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 840 members 
Mstep: Class 14 contains 19212 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 203 members 
Mstep: Class 17 contains 294431 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 21 contains 291824 members 
Mstep: Class 22 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917264.000000 Penalty: 12671.912109
Iteration 83Q: 21 clusters Score -4.691726e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 112523 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 22109 members 
Mstep: Class 7 contains 38746 members 
Mstep: Class 8 contains 255865 members 
Mstep: Class 9 contains 7822 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 22913 members 
Mstep: Class 13 contains 842 members 
Mstep: Class 14 contains 19078 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 293732 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 21 contains 291965 members 
Mstep: Class 22 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917880.000000 Penalty: 12671.912109
Iteration 84Q: 21 clusters Score -4.691788e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 113137 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 22076 members 
Mstep: Class 7 contains 38773 members 
Mstep: Class 8 contains 255544 members 
Mstep: Class 9 contains 7814 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 22981 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 293020 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 21 contains 292144 members 
Mstep: Class 22 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918900.000000 Penalty: 12671.912109
Iteration 85Q: 21 clusters Score -4.69189e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 113759 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 38784 members 
Mstep: Class 8 contains 255260 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 23057 members 
Mstep: Class 13 contains 852 members 
Mstep: Class 14 contains 18824 members 
Mstep: Class 15 contains 16754 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 292324 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 21 contains 292333 members 
Mstep: Class 22 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919212.000000 Penalty: 12671.912109
Iteration 86Q: 21 clusters Score -4.691921e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 114375 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 21958 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 254966 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 23133 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 16774 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 291681 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 21 contains 292500 members 
Mstep: Class 22 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919512.000000 Penalty: 12671.912109
Iteration 87Q: 21 clusters Score -4.691951e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 114989 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 21913 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 254670 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 3444 members 
Mstep: Class 12 contains 23207 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 18588 members 
Mstep: Class 15 contains 16783 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 291094 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 21 contains 292628 members 
Mstep: Class 22 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920136.000000 Penalty: 12671.912109
Iteration 88Q: 21 clusters Score -4.692014e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 115641 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 21867 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 254348 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 18445 members 
Mstep: Class 15 contains 16792 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 290530 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 21 contains 292716 members 
Mstep: Class 22 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920516.000000 Penalty: 12671.912109
Iteration 89Q: 21 clusters Score -4.692052e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 116345 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 21832 members 
Mstep: Class 7 contains 38905 members 
Mstep: Class 8 contains 254061 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 23408 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 18294 members 
Mstep: Class 15 contains 16803 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 290008 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 21 contains 292690 members 
Mstep: Class 22 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920784.000000 Penalty: 12671.912109
Iteration 90Q: 21 clusters Score -4.692078e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 117086 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 21786 members 
Mstep: Class 7 contains 38913 members 
Mstep: Class 8 contains 253654 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 23524 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 15 contains 16814 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 289451 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 21 contains 292757 members 
Mstep: Class 22 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921224.000000 Penalty: 12671.912109
Iteration 91Q: 21 clusters Score -4.692122e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 117784 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 21739 members 
Mstep: Class 7 contains 38929 members 
Mstep: Class 8 contains 253259 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 23640 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 289002 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 21 contains 292741 members 
Mstep: Class 22 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921780.000000 Penalty: 12671.912109
Iteration 92Q: 21 clusters Score -4.692178e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 118406 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 21700 members 
Mstep: Class 7 contains 38952 members 
Mstep: Class 8 contains 252844 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 23779 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 17769 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 288706 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 21 contains 292639 members 
Mstep: Class 22 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922360.000000 Penalty: 12671.912109
Iteration 93Q: 21 clusters Score -4.692236e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 119032 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 21662 members 
Mstep: Class 7 contains 38988 members 
Mstep: Class 8 contains 252405 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 23926 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 17600 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 288345 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 21 contains 292603 members 
Mstep: Class 22 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922692.000000 Penalty: 12671.912109
Iteration 94Q: 21 clusters Score -4.692269e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 119731 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 21624 members 
Mstep: Class 7 contains 39027 members 
Mstep: Class 8 contains 251952 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 24055 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 17415 members 
Mstep: Class 15 contains 16870 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 287874 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 21 contains 292591 members 
Mstep: Class 22 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923192.000000 Penalty: 12671.912109
Iteration 95Q: 21 clusters Score -4.692319e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 120399 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 7 contains 39055 members 
Mstep: Class 8 contains 251469 members 
Mstep: Class 9 contains 7943 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 24187 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 17217 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 287528 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 21 contains 292538 members 
Mstep: Class 22 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923660.000000 Penalty: 12671.912109
Iteration 96Q: 21 clusters Score -4.692366e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 121075 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 21532 members 
Mstep: Class 7 contains 39068 members 
Mstep: Class 8 contains 250959 members 
Mstep: Class 9 contains 7954 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 24345 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 17030 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 287162 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 21 contains 292523 members 
Mstep: Class 22 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923864.000000 Penalty: 12671.912109
Iteration 97Q: 21 clusters Score -4.692386e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 121702 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 10435 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 21486 members 
Mstep: Class 7 contains 39079 members 
Mstep: Class 8 contains 250427 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 24507 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 286969 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 21 contains 292428 members 
Mstep: Class 22 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924300.000000 Penalty: 12671.912109
Iteration 98Q: 21 clusters Score -4.69243e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 122301 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 39091 members 
Mstep: Class 8 contains 249864 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 1707 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 24673 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 16693 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 286680 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 21 contains 292498 members 
Mstep: Class 22 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924684.000000 Penalty: 12671.912109
Iteration 99Q: 21 clusters Score -4.692468e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 122897 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 21408 members 
Mstep: Class 7 contains 39096 members 
Mstep: Class 8 contains 249280 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 24844 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 286394 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 21 contains 292594 members 
Mstep: Class 22 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925068.000000 Penalty: 12671.912109
Iteration 100F: 21 clusters Score -4.692507e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 123539 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 21373 members 
Mstep: Class 7 contains 39107 members 
Mstep: Class 8 contains 248685 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 3938 members 
Mstep: Class 12 contains 25015 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 16376 members 
Mstep: Class 15 contains 16965 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 286052 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 21 contains 292625 members 
Mstep: Class 22 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925324.000000 Penalty: 12671.912109
Iteration 101Q: 21 clusters Score -4.692532e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 124187 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 21340 members 
Mstep: Class 7 contains 39131 members 
Mstep: Class 8 contains 248015 members 
Mstep: Class 9 contains 8075 members 
Mstep: Class 10 contains 1697 members 
Mstep: Class 11 contains 3984 members 
Mstep: Class 12 contains 25209 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 16196 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 285678 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 21 contains 292764 members 
Mstep: Class 22 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925776.000000 Penalty: 12671.912109
Iteration 102Q: 21 clusters Score -4.692578e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 124895 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 21321 members 
Mstep: Class 7 contains 39152 members 
Mstep: Class 8 contains 247318 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 25386 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 16033 members 
Mstep: Class 15 contains 16981 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 285239 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 21 contains 292974 members 
Mstep: Class 22 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926140.000000 Penalty: 12671.912109
Iteration 103Q: 21 clusters Score -4.692614e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 125537 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 21308 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 246647 members 
Mstep: Class 9 contains 8141 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 25563 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 15858 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 284884 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 21 contains 293164 members 
Mstep: Class 22 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926108.000000 Penalty: 12671.912109
Iteration 104Q: 21 clusters Score -4.692611e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 126175 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 10209 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 21283 members 
Mstep: Class 7 contains 39202 members 
Mstep: Class 8 contains 245967 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 25769 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 15729 members 
Mstep: Class 15 contains 17014 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 284432 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 21 contains 293403 members 
Mstep: Class 22 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926404.000000 Penalty: 12671.912109
Iteration 105Q: 21 clusters Score -4.69264e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 126817 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 21269 members 
Mstep: Class 7 contains 39199 members 
Mstep: Class 8 contains 245360 members 
Mstep: Class 9 contains 8176 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 25965 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 15593 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 284034 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 21 contains 293562 members 
Mstep: Class 22 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926812.000000 Penalty: 12671.912109
Iteration 106Q: 21 clusters Score -4.692681e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 127506 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 21266 members 
Mstep: Class 7 contains 39201 members 
Mstep: Class 8 contains 244699 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 26157 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 17059 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 283621 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 21 contains 293716 members 
Mstep: Class 22 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926956.000000 Penalty: 12671.912109
Iteration 107Q: 21 clusters Score -4.692696e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 128203 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 4 contains 10049 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 21244 members 
Mstep: Class 7 contains 39218 members 
Mstep: Class 8 contains 244052 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 26378 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 283240 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 21 contains 293778 members 
Mstep: Class 22 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927372.000000 Penalty: 12671.912109
Iteration 108Q: 21 clusters Score -4.692737e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 128920 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 21233 members 
Mstep: Class 7 contains 39214 members 
Mstep: Class 8 contains 243322 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 26610 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 15170 members 
Mstep: Class 15 contains 17107 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 282824 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 21 contains 293936 members 
Mstep: Class 22 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927872.000000 Penalty: 12671.912109
Iteration 109Q: 21 clusters Score -4.692787e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 129650 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 9963 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 21223 members 
Mstep: Class 7 contains 39241 members 
Mstep: Class 8 contains 242668 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 26824 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 282343 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 21 contains 294053 members 
Mstep: Class 22 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928132.000000 Penalty: 12671.912109
Iteration 110Q: 21 clusters Score -4.692813e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 130435 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 21221 members 
Mstep: Class 7 contains 39240 members 
Mstep: Class 8 contains 241935 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 14882 members 
Mstep: Class 15 contains 17155 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 281832 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 21 contains 294253 members 
Mstep: Class 22 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928324.000000 Penalty: 12671.912109
Iteration 111Q: 21 clusters Score -4.692832e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 131174 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 21196 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 241259 members 
Mstep: Class 9 contains 8298 members 
Mstep: Class 10 contains 1571 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 27240 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 14720 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 281336 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 21 contains 294385 members 
Mstep: Class 22 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928624.000000 Penalty: 12671.912109
Iteration 112Q: 21 clusters Score -4.692862e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 131886 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 39245 members 
Mstep: Class 8 contains 240518 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 27500 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 14555 members 
Mstep: Class 15 contains 17216 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 280762 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 21 contains 294657 members 
Mstep: Class 22 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928752.000000 Penalty: 12671.912109
Iteration 113Q: 21 clusters Score -4.692875e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 132595 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 39248 members 
Mstep: Class 8 contains 239872 members 
Mstep: Class 9 contains 8344 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 27778 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 280129 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 21 contains 294895 members 
Mstep: Class 22 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929292.000000 Penalty: 12671.912109
Iteration 114Q: 21 clusters Score -4.692929e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 133269 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 21125 members 
Mstep: Class 7 contains 39263 members 
Mstep: Class 8 contains 239263 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 28065 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 17268 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 279499 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 21 contains 295137 members 
Mstep: Class 22 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929492.000000 Penalty: 12671.912109
Iteration 115Q: 21 clusters Score -4.692949e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 133903 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 39271 members 
Mstep: Class 8 contains 238679 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 28376 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 17286 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 278812 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 21 contains 295402 members 
Mstep: Class 22 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929788.000000 Penalty: 12671.912109
Iteration 116Q: 21 clusters Score -4.692979e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 134498 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 39266 members 
Mstep: Class 8 contains 238045 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 28692 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 15 contains 17302 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 278128 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 21 contains 295741 members 
Mstep: Class 22 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930228.000000 Penalty: 12671.912109
Iteration 117Q: 21 clusters Score -4.693023e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 135094 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 21132 members 
Mstep: Class 7 contains 39276 members 
Mstep: Class 8 contains 237482 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 28980 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 17307 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 277389 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 21 contains 296083 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930480.000000 Penalty: 12671.912109
Iteration 118Q: 21 clusters Score -4.693048e+07 nChanged 3426
Entering ConstructFrom: 
Score: -46930480.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -623811.750000 Penalty: 434.380005
	Iteration 0F: 2 clusters Score -623811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -614623.875000 Penalty: 868.760010
	Iteration 0F: 3 clusters Score -614623.9 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -618207.625000 Penalty: 868.760010
	Iteration 1F: 3 clusters Score -618207.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -618576.562500 Penalty: 868.760010
	Iteration 2F: 3 clusters Score -618576.6 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -619166.500000 Penalty: 868.760010
	Iteration 3F: 3 clusters Score -619166.5 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -620083.437500 Penalty: 868.760010
	Iteration 4F: 3 clusters Score -620083.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -621318.375000 Penalty: 868.760010
	Iteration 5F: 3 clusters Score -621318.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -622471.000000 Penalty: 868.760010
	Iteration 6F: 3 clusters Score -622471 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -623134.312500 Penalty: 868.760010
	Iteration 7Q: 3 clusters Score -623134.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -623344.437500 Penalty: 868.760010
	Iteration 8Q: 3 clusters Score -623344.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -623382.187500 Penalty: 868.760010
	Iteration 9Q: 3 clusters Score -623382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -623398.812500 Penalty: 868.760010
	Iteration 10Q: 3 clusters Score -623398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -623412.875000 Penalty: 868.760010
	Iteration 11Q: 3 clusters Score -623412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -623416.125000 Penalty: 868.760010
	Iteration 12Q: 3 clusters Score -623416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -623419.750000 Penalty: 868.760010
	Iteration 13Q: 3 clusters Score -623419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -623419.750000 Penalty: 868.760010
	Iteration 14F: 3 clusters Score -623419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135638 members 
Entering Unmasked Estep 
Score: -5976218.000000 Penalty: 537.707397
	Iteration 0F: 2 clusters Score -5976218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -5883963.000000 Penalty: 1075.414795
	Iteration 0F: 3 clusters Score -5883963 nChanged 66642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -5924830.500000 Penalty: 1075.414795
	Iteration 1F: 3 clusters Score -5924830 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -5927272.000000 Penalty: 1075.414795
	Iteration 2Q: 3 clusters Score -5927272 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -5931600.500000 Penalty: 1075.414795
	Iteration 3F: 3 clusters Score -5931600 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -5938156.000000 Penalty: 1075.414795
	Iteration 4F: 3 clusters Score -5938156 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -5946057.000000 Penalty: 1075.414795
	Iteration 5F: 3 clusters Score -5946057 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -5952938.500000 Penalty: 1075.414795
	Iteration 6F: 3 clusters Score -5952938 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -5957888.000000 Penalty: 1075.414795
	Iteration 7Q: 3 clusters Score -5957888 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -5960937.000000 Penalty: 1075.414795
	Iteration 8Q: 3 clusters Score -5960937 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -5963134.500000 Penalty: 1075.414795
	Iteration 9Q: 3 clusters Score -5963134 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 112173 members 
Entering Unmasked Estep 
Score: -5964893.500000 Penalty: 1075.414795
	Iteration 10Q: 3 clusters Score -5964894 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -5966356.000000 Penalty: 1075.414795
	Iteration 11Q: 3 clusters Score -5966356 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -5967710.500000 Penalty: 1075.414795
	Iteration 12Q: 3 clusters Score -5967710 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -5968789.000000 Penalty: 1075.414795
	Iteration 13Q: 3 clusters Score -5968789 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 118915 members 
Entering Unmasked Estep 
Score: -5969651.500000 Penalty: 1075.414795
	Iteration 14Q: 3 clusters Score -5969652 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -5970414.500000 Penalty: 1075.414795
	Iteration 15Q: 3 clusters Score -5970414 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
Score: -5971020.500000 Penalty: 1075.414795
	Iteration 16Q: 3 clusters Score -5971020 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -5971575.500000 Penalty: 1075.414795
	Iteration 17Q: 3 clusters Score -5971576 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -5972043.000000 Penalty: 1075.414795
	Iteration 18Q: 3 clusters Score -5972043 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -5972485.000000 Penalty: 1075.414795
	Iteration 19Q: 3 clusters Score -5972485 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -5972848.500000 Penalty: 1075.414795
	Iteration 20F: 3 clusters Score -5972848 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 125936 members 
Entering Unmasked Estep 
Score: -5973142.000000 Penalty: 1075.414795
	Iteration 21Q: 3 clusters Score -5973142 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 126633 members 
Entering Unmasked Estep 
Score: -5973319.500000 Penalty: 1075.414795
	Iteration 22Q: 3 clusters Score -5973320 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 127324 members 
Entering Unmasked Estep 
Score: -5973604.500000 Penalty: 1075.414795
	Iteration 23Q: 3 clusters Score -5973604 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -5973832.000000 Penalty: 1075.414795
	Iteration 24Q: 3 clusters Score -5973832 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -5974088.500000 Penalty: 1075.414795
	Iteration 25Q: 3 clusters Score -5974088 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -5974251.500000 Penalty: 1075.414795
	Iteration 26Q: 3 clusters Score -5974252 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 129687 members 
Entering Unmasked Estep 
Score: -5974447.000000 Penalty: 1075.414795
	Iteration 27Q: 3 clusters Score -5974447 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 130205 members 
Entering Unmasked Estep 
Score: -5974621.000000 Penalty: 1075.414795
	Iteration 28Q: 3 clusters Score -5974621 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -5974741.500000 Penalty: 1075.414795
	Iteration 29Q: 3 clusters Score -5974742 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -5974861.500000 Penalty: 1075.414795
	Iteration 30Q: 3 clusters Score -5974862 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -5974928.500000 Penalty: 1075.414795
	Iteration 31Q: 3 clusters Score -5974928 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -5975005.000000 Penalty: 1075.414795
	Iteration 32Q: 3 clusters Score -5975005 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -5975042.500000 Penalty: 1075.414795
	Iteration 33Q: 3 clusters Score -5975042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -5975126.000000 Penalty: 1075.414795
	Iteration 34Q: 3 clusters Score -5975126 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 132592 members 
Entering Unmasked Estep 
Score: -5975180.500000 Penalty: 1075.414795
	Iteration 35Q: 3 clusters Score -5975180 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -5975258.000000 Penalty: 1075.414795
	Iteration 36Q: 3 clusters Score -5975258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -5975330.500000 Penalty: 1075.414795
	Iteration 37Q: 3 clusters Score -5975330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -5975380.000000 Penalty: 1075.414795
	Iteration 38Q: 3 clusters Score -5975380 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 133440 members 
Entering Unmasked Estep 
Score: -5975439.500000 Penalty: 1075.414795
	Iteration 39Q: 3 clusters Score -5975440 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -5975509.500000 Penalty: 1075.414795
	Iteration 40F: 3 clusters Score -5975510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -5975555.500000 Penalty: 1075.414795
	Iteration 41Q: 3 clusters Score -5975556 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 133910 members 
Entering Unmasked Estep 
Score: -5975597.500000 Penalty: 1075.414795
	Iteration 42Q: 3 clusters Score -5975598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -5975612.000000 Penalty: 1075.414795
	Iteration 43Q: 3 clusters Score -5975612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 134136 members 
Entering Unmasked Estep 
Score: -5975655.000000 Penalty: 1075.414795
	Iteration 44Q: 3 clusters Score -5975655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -5975672.500000 Penalty: 1075.414795
	Iteration 45Q: 3 clusters Score -5975672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -5975690.000000 Penalty: 1075.414795
	Iteration 46Q: 3 clusters Score -5975690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -5975719.500000 Penalty: 1075.414795
	Iteration 47Q: 3 clusters Score -5975720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -5975732.500000 Penalty: 1075.414795
	Iteration 48Q: 3 clusters Score -5975732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -5975743.000000 Penalty: 1075.414795
	Iteration 49Q: 3 clusters Score -5975743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -5975754.500000 Penalty: 1075.414795
	Iteration 50Q: 3 clusters Score -5975754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -5975759.000000 Penalty: 1075.414795
	Iteration 51Q: 3 clusters Score -5975759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -5975772.000000 Penalty: 1075.414795
	Iteration 52Q: 3 clusters Score -5975772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -5975775.000000 Penalty: 1075.414795
	Iteration 53Q: 3 clusters Score -5975775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -5975778.000000 Penalty: 1075.414795
	Iteration 54Q: 3 clusters Score -5975778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -5975787.000000 Penalty: 1075.414795
	Iteration 55Q: 3 clusters Score -5975787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -5975791.500000 Penalty: 1075.414795
	Iteration 56Q: 3 clusters Score -5975792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 134756 members 
Entering Unmasked Estep 
Score: -5975791.000000 Penalty: 1075.414795
	Iteration 57Q: 3 clusters Score -5975791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -5975795.500000 Penalty: 1075.414795
	Iteration 58Q: 3 clusters Score -5975796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -5975805.500000 Penalty: 1075.414795
	Iteration 59Q: 3 clusters Score -5975806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -5975804.000000 Penalty: 1075.414795
	Iteration 60F: 3 clusters Score -5975804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -5975810.000000 Penalty: 1075.414795
	Iteration 61Q: 3 clusters Score -5975810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -5975819.000000 Penalty: 1075.414795
	Iteration 62Q: 3 clusters Score -5975819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 134836 members 
Entering Unmasked Estep 
Score: -5975814.000000 Penalty: 1075.414795
	Iteration 63Q: 3 clusters Score -5975814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -5975816.500000 Penalty: 1075.414795
	Iteration 64Q: 3 clusters Score -5975816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 134863 members 
Entering Unmasked Estep 
Score: -5975816.500000 Penalty: 1075.414795
	Iteration 65Q: 3 clusters Score -5975816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -5975818.000000 Penalty: 1075.414795
	Iteration 66Q: 3 clusters Score -5975818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -5975822.000000 Penalty: 1075.414795
	Iteration 67Q: 3 clusters Score -5975822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 134902 members 
Entering Unmasked Estep 
Score: -5975819.000000 Penalty: 1075.414795
	Iteration 68Q: 3 clusters Score -5975819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -5975823.500000 Penalty: 1075.414795
	Iteration 69Q: 3 clusters Score -5975824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 134937 members 
Entering Unmasked Estep 
Score: -5975826.500000 Penalty: 1075.414795
	Iteration 70Q: 3 clusters Score -5975826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -5975832.500000 Penalty: 1075.414795
	Iteration 71Q: 3 clusters Score -5975832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -5975836.500000 Penalty: 1075.414795
	Iteration 72Q: 3 clusters Score -5975836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -5975839.500000 Penalty: 1075.414795
	Iteration 73Q: 3 clusters Score -5975840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 134971 members 
Entering Unmasked Estep 
Score: -5975837.000000 Penalty: 1075.414795
	Iteration 74Q: 3 clusters Score -5975837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 134979 members 
Entering Unmasked Estep 
Score: -5975840.000000 Penalty: 1075.414795
	Iteration 75Q: 3 clusters Score -5975840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -5975842.000000 Penalty: 1075.414795
	Iteration 76Q: 3 clusters Score -5975842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -5975843.000000 Penalty: 1075.414795
	Iteration 77Q: 3 clusters Score -5975843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -5975841.500000 Penalty: 1075.414795
	Iteration 78Q: 3 clusters Score -5975842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -5975843.000000 Penalty: 1075.414795
	Iteration 79Q: 3 clusters Score -5975843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -5975839.500000 Penalty: 1075.414795
	Iteration 80F: 3 clusters Score -5975840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -5975839.500000 Penalty: 1075.414795
	Iteration 81Q: 3 clusters Score -5975840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 135002 members 
Entering Unmasked Estep 
Score: -5975840.500000 Penalty: 1075.414795
	Iteration 82Q: 3 clusters Score -5975840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 135013 members 
Entering Unmasked Estep 
Score: -5975847.000000 Penalty: 1075.414795
	Iteration 83Q: 3 clusters Score -5975847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 135026 members 
Entering Unmasked Estep 
Score: -5975847.000000 Penalty: 1075.414795
	Iteration 84Q: 3 clusters Score -5975847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -5975852.000000 Penalty: 1075.414795
	Iteration 85Q: 3 clusters Score -5975852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -5975846.500000 Penalty: 1075.414795
	Iteration 86Q: 3 clusters Score -5975846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -5975846.000000 Penalty: 1075.414795
	Iteration 87Q: 3 clusters Score -5975846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 135042 members 
Entering Unmasked Estep 
Score: -5975849.000000 Penalty: 1075.414795
	Iteration 88Q: 3 clusters Score -5975849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 135042 members 
Entering Unmasked Estep 
Score: -5975851.500000 Penalty: 1075.414795
	Iteration 89Q: 3 clusters Score -5975852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -5975850.000000 Penalty: 1075.414795
	Iteration 90Q: 3 clusters Score -5975850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
Score: -5975854.000000 Penalty: 1075.414795
	Iteration 91Q: 3 clusters Score -5975854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 135048 members 
Entering Unmasked Estep 
Score: -5975854.000000 Penalty: 1075.414795
	Iteration 92Q: 3 clusters Score -5975854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 135052 members 
Entering Unmasked Estep 
Score: -5975855.000000 Penalty: 1075.414795
	Iteration 93Q: 3 clusters Score -5975855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -5975859.000000 Penalty: 1075.414795
	Iteration 94Q: 3 clusters Score -5975859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -5975858.500000 Penalty: 1075.414795
	Iteration 95Q: 3 clusters Score -5975858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -5975857.000000 Penalty: 1075.414795
	Iteration 96Q: 3 clusters Score -5975857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -5975860.500000 Penalty: 1075.414795
	Iteration 97Q: 3 clusters Score -5975860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -5975858.000000 Penalty: 1075.414795
	Iteration 98Q: 3 clusters Score -5975858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -5975856.000000 Penalty: 1075.414795
	Iteration 99Q: 3 clusters Score -5975856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -5975858.000000 Penalty: 1075.414795
	Iteration 100F: 3 clusters Score -5975858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -5975857.000000 Penalty: 1075.414795
	Iteration 101Q: 3 clusters Score -5975857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 135069 members 
Entering Unmasked Estep 
Score: -5975856.500000 Penalty: 1075.414795
	Iteration 102Q: 3 clusters Score -5975856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 135069 members 
Entering Unmasked Estep 
Score: -5975856.500000 Penalty: 1075.414795
	Iteration 103F: 3 clusters Score -5975856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -106433.750000 Penalty: 355.371063
	Iteration 0F: 2 clusters Score -106433.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -104652.453125 Penalty: 710.742126
	Iteration 0F: 3 clusters Score -104652.5 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -105182.820312 Penalty: 710.742126
	Iteration 1F: 3 clusters Score -105182.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -105273.093750 Penalty: 710.742126
	Iteration 2F: 3 clusters Score -105273.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -105348.656250 Penalty: 710.742126
	Iteration 3F: 3 clusters Score -105348.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -105409.304688 Penalty: 710.742126
	Iteration 4F: 3 clusters Score -105409.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -105485.054688 Penalty: 710.742126
	Iteration 5F: 3 clusters Score -105485.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -105557.273438 Penalty: 710.742126
	Iteration 6Q: 3 clusters Score -105557.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -105630.921875 Penalty: 710.742126
	Iteration 7Q: 3 clusters Score -105630.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -105696.242188 Penalty: 710.742126
	Iteration 8Q: 3 clusters Score -105696.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -105777.867188 Penalty: 710.742126
	Iteration 9Q: 3 clusters Score -105777.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -105867.539062 Penalty: 710.742126
	Iteration 10Q: 3 clusters Score -105867.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -105943.781250 Penalty: 710.742126
	Iteration 11Q: 3 clusters Score -105943.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -105998.726562 Penalty: 710.742126
	Iteration 12Q: 3 clusters Score -105998.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -106049.609375 Penalty: 710.742126
	Iteration 13Q: 3 clusters Score -106049.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -106083.148438 Penalty: 710.742126
	Iteration 14Q: 3 clusters Score -106083.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -106102.992188 Penalty: 710.742126
	Iteration 15Q: 3 clusters Score -106103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -106115.507812 Penalty: 710.742126
	Iteration 16Q: 3 clusters Score -106115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -106122.070312 Penalty: 710.742126
	Iteration 17Q: 3 clusters Score -106122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -106124.242188 Penalty: 710.742126
	Iteration 18Q: 3 clusters Score -106124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -106124.664062 Penalty: 710.742126
	Iteration 19Q: 3 clusters Score -106124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -106124.664062 Penalty: 710.742126
	Iteration 20F: 3 clusters Score -106124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Entering Unmasked Estep 
Score: -418740.437500 Penalty: 417.070679
	Iteration 0F: 2 clusters Score -418740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -412443.781250 Penalty: 834.141357
	Iteration 0F: 3 clusters Score -412443.8 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -415197.750000 Penalty: 834.141357
	Iteration 1F: 3 clusters Score -415197.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -415671.812500 Penalty: 834.141357
	Iteration 2F: 3 clusters Score -415671.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -416224.875000 Penalty: 834.141357
	Iteration 3F: 3 clusters Score -416224.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -416723.375000 Penalty: 834.141357
	Iteration 4F: 3 clusters Score -416723.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -417144.218750 Penalty: 834.141357
	Iteration 5F: 3 clusters Score -417144.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -417374.625000 Penalty: 834.141357
	Iteration 6Q: 3 clusters Score -417374.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -417518.000000 Penalty: 834.141357
	Iteration 7Q: 3 clusters Score -417518 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -417631.312500 Penalty: 834.141357
	Iteration 8Q: 3 clusters Score -417631.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -417740.500000 Penalty: 834.141357
	Iteration 9Q: 3 clusters Score -417740.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -417841.187500 Penalty: 834.141357
	Iteration 10Q: 3 clusters Score -417841.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -417920.000000 Penalty: 834.141357
	Iteration 11Q: 3 clusters Score -417920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -417983.500000 Penalty: 834.141357
	Iteration 12Q: 3 clusters Score -417983.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -418052.031250 Penalty: 834.141357
	Iteration 13Q: 3 clusters Score -418052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -418111.312500 Penalty: 834.141357
	Iteration 14Q: 3 clusters Score -418111.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -418170.906250 Penalty: 834.141357
	Iteration 15Q: 3 clusters Score -418170.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -418227.812500 Penalty: 834.141357
	Iteration 16Q: 3 clusters Score -418227.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -418272.500000 Penalty: 834.141357
	Iteration 17Q: 3 clusters Score -418272.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -418317.250000 Penalty: 834.141357
	Iteration 18Q: 3 clusters Score -418317.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -418364.500000 Penalty: 834.141357
	Iteration 19Q: 3 clusters Score -418364.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -418401.750000 Penalty: 834.141357
	Iteration 20F: 3 clusters Score -418401.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -418427.656250 Penalty: 834.141357
	Iteration 21Q: 3 clusters Score -418427.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -418448.062500 Penalty: 834.141357
	Iteration 22Q: 3 clusters Score -418448.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -418458.343750 Penalty: 834.141357
	Iteration 23Q: 3 clusters Score -418458.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -418469.468750 Penalty: 834.141357
	Iteration 24Q: 3 clusters Score -418469.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -418482.625000 Penalty: 834.141357
	Iteration 25Q: 3 clusters Score -418482.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -418493.562500 Penalty: 834.141357
	Iteration 26Q: 3 clusters Score -418493.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -418502.812500 Penalty: 834.141357
	Iteration 27Q: 3 clusters Score -418502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -418508.312500 Penalty: 834.141357
	Iteration 28Q: 3 clusters Score -418508.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -418512.093750 Penalty: 834.141357
	Iteration 29Q: 3 clusters Score -418512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -418516.781250 Penalty: 834.141357
	Iteration 30Q: 3 clusters Score -418516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -418520.312500 Penalty: 834.141357
	Iteration 31Q: 3 clusters Score -418520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -418524.031250 Penalty: 834.141357
	Iteration 32Q: 3 clusters Score -418524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -418524.062500 Penalty: 834.141357
	Iteration 33Q: 3 clusters Score -418524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -418524.875000 Penalty: 834.141357
	Iteration 34Q: 3 clusters Score -418524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -418524.968750 Penalty: 834.141357
	Iteration 35Q: 3 clusters Score -418525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -418525.218750 Penalty: 834.141357
	Iteration 36Q: 3 clusters Score -418525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -418525.218750 Penalty: 834.141357
	Iteration 37F: 3 clusters Score -418525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -190779.984375 Penalty: 381.227203
	Iteration 0F: 2 clusters Score -190780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -187812.750000 Penalty: 762.454407
	Iteration 0F: 3 clusters Score -187812.8 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -188954.359375 Penalty: 762.454407
	Iteration 1F: 3 clusters Score -188954.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -189131.625000 Penalty: 762.454407
	Iteration 2F: 3 clusters Score -189131.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -189381.640625 Penalty: 762.454407
	Iteration 3F: 3 clusters Score -189381.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -189663.796875 Penalty: 762.454407
	Iteration 4F: 3 clusters Score -189663.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189908.640625 Penalty: 762.454407
	Iteration 5F: 3 clusters Score -189908.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -190130.031250 Penalty: 762.454407
	Iteration 6F: 3 clusters Score -190130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -190276.609375 Penalty: 762.454407
	Iteration 7Q: 3 clusters Score -190276.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -190360.843750 Penalty: 762.454407
	Iteration 8Q: 3 clusters Score -190360.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -190404.812500 Penalty: 762.454407
	Iteration 9Q: 3 clusters Score -190404.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -190431.140625 Penalty: 762.454407
	Iteration 10Q: 3 clusters Score -190431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -190439.093750 Penalty: 762.454407
	Iteration 11Q: 3 clusters Score -190439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -190444.078125 Penalty: 762.454407
	Iteration 12Q: 3 clusters Score -190444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -190446.921875 Penalty: 762.454407
	Iteration 13Q: 3 clusters Score -190446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -190447.640625 Penalty: 762.454407
	Iteration 14Q: 3 clusters Score -190447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -190447.640625 Penalty: 762.454407
	Iteration 15Q: 3 clusters Score -190447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -190447.640625 Penalty: 762.454407
	Iteration 16F: 3 clusters Score -190447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Entering Unmasked Estep 
Score: -931676.812500 Penalty: 453.152496
	Iteration 0F: 2 clusters Score -931676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -917507.375000 Penalty: 906.304993
	Iteration 0F: 3 clusters Score -917507.4 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -923459.812500 Penalty: 906.304993
	Iteration 1F: 3 clusters Score -923459.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -923762.062500 Penalty: 906.304993
	Iteration 2Q: 3 clusters Score -923762.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -924154.625000 Penalty: 906.304993
	Iteration 3Q: 3 clusters Score -924154.6 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -924764.000000 Penalty: 906.304993
	Iteration 4F: 3 clusters Score -924764 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -925675.000000 Penalty: 906.304993
	Iteration 5F: 3 clusters Score -925675 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -926998.437500 Penalty: 906.304993
	Iteration 6F: 3 clusters Score -926998.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -928432.750000 Penalty: 906.304993
	Iteration 7F: 3 clusters Score -928432.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -929706.312500 Penalty: 906.304993
	Iteration 8F: 3 clusters Score -929706.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -930493.875000 Penalty: 906.304993
	Iteration 9Q: 3 clusters Score -930493.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -930841.375000 Penalty: 906.304993
	Iteration 10Q: 3 clusters Score -930841.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -930999.500000 Penalty: 906.304993
	Iteration 11Q: 3 clusters Score -930999.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -931090.625000 Penalty: 906.304993
	Iteration 12Q: 3 clusters Score -931090.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -931150.625000 Penalty: 906.304993
	Iteration 13Q: 3 clusters Score -931150.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -931200.562500 Penalty: 906.304993
	Iteration 14Q: 3 clusters Score -931200.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -931243.562500 Penalty: 906.304993
	Iteration 15Q: 3 clusters Score -931243.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -931274.375000 Penalty: 906.304993
	Iteration 16Q: 3 clusters Score -931274.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -931294.312500 Penalty: 906.304993
	Iteration 17Q: 3 clusters Score -931294.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -931306.312500 Penalty: 906.304993
	Iteration 18Q: 3 clusters Score -931306.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -931310.250000 Penalty: 906.304993
	Iteration 19Q: 3 clusters Score -931310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -931311.625000 Penalty: 906.304993
	Iteration 20F: 3 clusters Score -931311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -931311.812500 Penalty: 906.304993
	Iteration 21Q: 3 clusters Score -931311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -931313.187500 Penalty: 906.304993
	Iteration 22Q: 3 clusters Score -931313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -931313.375000 Penalty: 906.304993
	Iteration 23Q: 3 clusters Score -931313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -931313.375000 Penalty: 906.304993
	Iteration 24F: 3 clusters Score -931313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -1594491.000000 Penalty: 481.344727
	Iteration 0F: 2 clusters Score -1594491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1568271.500000 Penalty: 962.689453
	Iteration 0F: 3 clusters Score -1568272 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1579660.375000 Penalty: 962.689453
	Iteration 1F: 3 clusters Score -1579660 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1580876.500000 Penalty: 962.689453
	Iteration 2F: 3 clusters Score -1580876 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1582668.875000 Penalty: 962.689453
	Iteration 3F: 3 clusters Score -1582669 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1584601.250000 Penalty: 962.689453
	Iteration 4F: 3 clusters Score -1584601 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1586344.250000 Penalty: 962.689453
	Iteration 5F: 3 clusters Score -1586344 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1587538.000000 Penalty: 962.689453
	Iteration 6F: 3 clusters Score -1587538 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1588085.875000 Penalty: 962.689453
	Iteration 7Q: 3 clusters Score -1588086 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1588298.250000 Penalty: 962.689453
	Iteration 8Q: 3 clusters Score -1588298 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1588396.500000 Penalty: 962.689453
	Iteration 9Q: 3 clusters Score -1588396 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1588468.625000 Penalty: 962.689453
	Iteration 10Q: 3 clusters Score -1588469 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1588520.250000 Penalty: 962.689453
	Iteration 11Q: 3 clusters Score -1588520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1588582.500000 Penalty: 962.689453
	Iteration 12Q: 3 clusters Score -1588582 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1588641.125000 Penalty: 962.689453
	Iteration 13Q: 3 clusters Score -1588641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1588699.625000 Penalty: 962.689453
	Iteration 14Q: 3 clusters Score -1588700 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1588753.875000 Penalty: 962.689453
	Iteration 15Q: 3 clusters Score -1588754 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1588823.000000 Penalty: 962.689453
	Iteration 16Q: 3 clusters Score -1588823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -1588900.000000 Penalty: 962.689453
	Iteration 17Q: 3 clusters Score -1588900 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -1588965.000000 Penalty: 962.689453
	Iteration 18Q: 3 clusters Score -1588965 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1589036.000000 Penalty: 962.689453
	Iteration 19Q: 3 clusters Score -1589036 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1589107.875000 Penalty: 962.689453
	Iteration 20F: 3 clusters Score -1589108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1589153.875000 Penalty: 962.689453
	Iteration 21Q: 3 clusters Score -1589154 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1589221.625000 Penalty: 962.689453
	Iteration 22Q: 3 clusters Score -1589222 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1589289.750000 Penalty: 962.689453
	Iteration 23Q: 3 clusters Score -1589290 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -1589353.625000 Penalty: 962.689453
	Iteration 24Q: 3 clusters Score -1589354 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -1589442.875000 Penalty: 962.689453
	Iteration 25Q: 3 clusters Score -1589443 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -1589530.500000 Penalty: 962.689453
	Iteration 26Q: 3 clusters Score -1589530 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -1589621.250000 Penalty: 962.689453
	Iteration 27Q: 3 clusters Score -1589621 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -1589703.625000 Penalty: 962.689453
	Iteration 28Q: 3 clusters Score -1589704 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -1589810.125000 Penalty: 962.689453
	Iteration 29Q: 3 clusters Score -1589810 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1589897.625000 Penalty: 962.689453
	Iteration 30Q: 3 clusters Score -1589898 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -1590031.125000 Penalty: 962.689453
	Iteration 31Q: 3 clusters Score -1590031 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1590151.125000 Penalty: 962.689453
	Iteration 32Q: 3 clusters Score -1590151 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -1590269.000000 Penalty: 962.689453
	Iteration 33Q: 3 clusters Score -1590269 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -1590372.375000 Penalty: 962.689453
	Iteration 34Q: 3 clusters Score -1590372 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -1590469.625000 Penalty: 962.689453
	Iteration 35Q: 3 clusters Score -1590470 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -1590551.875000 Penalty: 962.689453
	Iteration 36Q: 3 clusters Score -1590552 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -1590651.250000 Penalty: 962.689453
	Iteration 37Q: 3 clusters Score -1590651 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -1590740.625000 Penalty: 962.689453
	Iteration 38Q: 3 clusters Score -1590741 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -1590848.375000 Penalty: 962.689453
	Iteration 39Q: 3 clusters Score -1590848 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -1590964.500000 Penalty: 962.689453
	Iteration 40F: 3 clusters Score -1590964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -1591086.250000 Penalty: 962.689453
	Iteration 41Q: 3 clusters Score -1591086 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -1591219.750000 Penalty: 962.689453
	Iteration 42Q: 3 clusters Score -1591220 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -1591352.375000 Penalty: 962.689453
	Iteration 43Q: 3 clusters Score -1591352 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -1591499.375000 Penalty: 962.689453
	Iteration 44Q: 3 clusters Score -1591499 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -1591644.500000 Penalty: 962.689453
	Iteration 45Q: 3 clusters Score -1591644 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -1591779.125000 Penalty: 962.689453
	Iteration 46Q: 3 clusters Score -1591779 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -1591897.625000 Penalty: 962.689453
	Iteration 47Q: 3 clusters Score -1591898 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -1591997.625000 Penalty: 962.689453
	Iteration 48Q: 3 clusters Score -1591998 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -1592129.750000 Penalty: 962.689453
	Iteration 49Q: 3 clusters Score -1592130 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -1592254.125000 Penalty: 962.689453
	Iteration 50Q: 3 clusters Score -1592254 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -1592368.375000 Penalty: 962.689453
	Iteration 51Q: 3 clusters Score -1592368 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -1592505.875000 Penalty: 962.689453
	Iteration 52Q: 3 clusters Score -1592506 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -1592629.750000 Penalty: 962.689453
	Iteration 53Q: 3 clusters Score -1592630 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -1592744.125000 Penalty: 962.689453
	Iteration 54Q: 3 clusters Score -1592744 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -1592865.000000 Penalty: 962.689453
	Iteration 55Q: 3 clusters Score -1592865 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -1592990.625000 Penalty: 962.689453
	Iteration 56Q: 3 clusters Score -1592991 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -1593113.375000 Penalty: 962.689453
	Iteration 57Q: 3 clusters Score -1593113 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -1593241.750000 Penalty: 962.689453
	Iteration 58Q: 3 clusters Score -1593242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -1593341.875000 Penalty: 962.689453
	Iteration 59Q: 3 clusters Score -1593342 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -1593422.500000 Penalty: 962.689453
	Iteration 60F: 3 clusters Score -1593422 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -1593497.250000 Penalty: 962.689453
	Iteration 61Q: 3 clusters Score -1593497 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -1593578.125000 Penalty: 962.689453
	Iteration 62Q: 3 clusters Score -1593578 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -1593638.125000 Penalty: 962.689453
	Iteration 63Q: 3 clusters Score -1593638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -1593708.125000 Penalty: 962.689453
	Iteration 64Q: 3 clusters Score -1593708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -1593764.125000 Penalty: 962.689453
	Iteration 65Q: 3 clusters Score -1593764 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -1593826.125000 Penalty: 962.689453
	Iteration 66Q: 3 clusters Score -1593826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -1593885.125000 Penalty: 962.689453
	Iteration 67Q: 3 clusters Score -1593885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -1593922.875000 Penalty: 962.689453
	Iteration 68Q: 3 clusters Score -1593923 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -1593963.250000 Penalty: 962.689453
	Iteration 69Q: 3 clusters Score -1593963 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -1594005.750000 Penalty: 962.689453
	Iteration 70Q: 3 clusters Score -1594006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -1594040.250000 Penalty: 962.689453
	Iteration 71Q: 3 clusters Score -1594040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -1594078.875000 Penalty: 962.689453
	Iteration 72Q: 3 clusters Score -1594079 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -1594110.625000 Penalty: 962.689453
	Iteration 73Q: 3 clusters Score -1594111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -1594130.000000 Penalty: 962.689453
	Iteration 74Q: 3 clusters Score -1594130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -1594143.000000 Penalty: 962.689453
	Iteration 75Q: 3 clusters Score -1594143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -1594159.875000 Penalty: 962.689453
	Iteration 76Q: 3 clusters Score -1594160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -1594169.625000 Penalty: 962.689453
	Iteration 77Q: 3 clusters Score -1594170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -1594174.625000 Penalty: 962.689453
	Iteration 78Q: 3 clusters Score -1594175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -1594181.375000 Penalty: 962.689453
	Iteration 79Q: 3 clusters Score -1594181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -1594192.625000 Penalty: 962.689453
	Iteration 80F: 3 clusters Score -1594193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -1594199.750000 Penalty: 962.689453
	Iteration 81Q: 3 clusters Score -1594200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -1594212.375000 Penalty: 962.689453
	Iteration 82Q: 3 clusters Score -1594212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -1594219.250000 Penalty: 962.689453
	Iteration 83Q: 3 clusters Score -1594219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -1594224.000000 Penalty: 962.689453
	Iteration 84Q: 3 clusters Score -1594224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -1594226.125000 Penalty: 962.689453
	Iteration 85Q: 3 clusters Score -1594226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -1594226.000000 Penalty: 962.689453
	Iteration 86Q: 3 clusters Score -1594226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -1594227.250000 Penalty: 962.689453
	Iteration 87Q: 3 clusters Score -1594227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -1594227.875000 Penalty: 962.689453
	Iteration 88Q: 3 clusters Score -1594228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -1594229.375000 Penalty: 962.689453
	Iteration 89Q: 3 clusters Score -1594229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -1594230.875000 Penalty: 962.689453
	Iteration 90Q: 3 clusters Score -1594231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -1594232.500000 Penalty: 962.689453
	Iteration 91Q: 3 clusters Score -1594232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -1594235.250000 Penalty: 962.689453
	Iteration 92Q: 3 clusters Score -1594235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -1594235.125000 Penalty: 962.689453
	Iteration 93Q: 3 clusters Score -1594235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -1594238.125000 Penalty: 962.689453
	Iteration 94Q: 3 clusters Score -1594238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -1594241.875000 Penalty: 962.689453
	Iteration 95Q: 3 clusters Score -1594242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -1594240.125000 Penalty: 962.689453
	Iteration 96Q: 3 clusters Score -1594240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -1594240.250000 Penalty: 962.689453
	Iteration 97Q: 3 clusters Score -1594240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -1594240.750000 Penalty: 962.689453
	Iteration 98Q: 3 clusters Score -1594241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -1594244.250000 Penalty: 962.689453
	Iteration 99Q: 3 clusters Score -1594244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -1594245.125000 Penalty: 962.689453
	Iteration 100F: 3 clusters Score -1594245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -1594246.250000 Penalty: 962.689453
	Iteration 101Q: 3 clusters Score -1594246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -1594246.750000 Penalty: 962.689453
	Iteration 102Q: 3 clusters Score -1594247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -1594247.375000 Penalty: 962.689453
	Iteration 103Q: 3 clusters Score -1594247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -1594246.625000 Penalty: 962.689453
	Iteration 104Q: 3 clusters Score -1594247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -1594250.375000 Penalty: 962.689453
	Iteration 105Q: 3 clusters Score -1594250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -1594251.000000 Penalty: 962.689453
	Iteration 106Q: 3 clusters Score -1594251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -1594248.250000 Penalty: 962.689453
	Iteration 107Q: 3 clusters Score -1594248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -1594250.750000 Penalty: 962.689453
	Iteration 108Q: 3 clusters Score -1594251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -1594250.625000 Penalty: 962.689453
	Iteration 109Q: 3 clusters Score -1594251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -1594251.125000 Penalty: 962.689453
	Iteration 110Q: 3 clusters Score -1594251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -1594249.875000 Penalty: 962.689453
	Iteration 111Q: 3 clusters Score -1594250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -1594249.875000 Penalty: 962.689453
	Iteration 112F: 3 clusters Score -1594250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (236901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236901 members 
Entering Unmasked Estep 
Score: -10271322.000000 Penalty: 563.080566
	Iteration 0F: 2 clusters Score -1.027132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
Score: -10109981.000000 Penalty: 1126.161133
	Iteration 0F: 3 clusters Score -1.010998e+07 nChanged 116763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131686 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -10183933.000000 Penalty: 1126.161133
	Iteration 1F: 3 clusters Score -1.018393e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139382 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -10187888.000000 Penalty: 1126.161133
	Iteration 2Q: 3 clusters Score -1.018789e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -10194936.000000 Penalty: 1126.161133
	Iteration 3F: 3 clusters Score -1.019494e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164607 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -10205872.000000 Penalty: 1126.161133
	Iteration 4F: 3 clusters Score -1.020587e+07 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -10220295.000000 Penalty: 1126.161133
	Iteration 5F: 3 clusters Score -1.02203e+07 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -10235847.000000 Penalty: 1126.161133
	Iteration 6F: 3 clusters Score -1.023585e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208029 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -10248777.000000 Penalty: 1126.161133
	Iteration 7F: 3 clusters Score -1.024878e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215010 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -10257725.000000 Penalty: 1126.161133
	Iteration 8Q: 3 clusters Score -1.025772e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218706 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -10262850.000000 Penalty: 1126.161133
	Iteration 9Q: 3 clusters Score -1.026285e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220955 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -10265613.000000 Penalty: 1126.161133
	Iteration 10Q: 3 clusters Score -1.026561e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222462 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -10267292.000000 Penalty: 1126.161133
	Iteration 11Q: 3 clusters Score -1.026729e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223467 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -10268420.000000 Penalty: 1126.161133
	Iteration 12Q: 3 clusters Score -1.026842e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224153 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -10269235.000000 Penalty: 1126.161133
	Iteration 13Q: 3 clusters Score -1.026924e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -10269809.000000 Penalty: 1126.161133
	Iteration 14Q: 3 clusters Score -1.026981e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224920 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -10270183.000000 Penalty: 1126.161133
	Iteration 15Q: 3 clusters Score -1.027018e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225077 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10270542.000000 Penalty: 1126.161133
	Iteration 16Q: 3 clusters Score -1.027054e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225153 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -10270817.000000 Penalty: 1126.161133
	Iteration 17Q: 3 clusters Score -1.027082e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -10271080.000000 Penalty: 1126.161133
	Iteration 18Q: 3 clusters Score -1.027108e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225084 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -10271269.000000 Penalty: 1126.161133
	Iteration 19Q: 3 clusters Score -1.027127e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224967 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -10271462.000000 Penalty: 1126.161133
	Iteration 20F: 3 clusters Score -1.027146e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224850 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -10271631.000000 Penalty: 1126.161133
	Iteration 21Q: 3 clusters Score -1.027163e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -10271697.000000 Penalty: 1126.161133
	Iteration 22Q: 3 clusters Score -1.02717e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224625 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -10271795.000000 Penalty: 1126.161133
	Iteration 23Q: 3 clusters Score -1.02718e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224512 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -10271873.000000 Penalty: 1126.161133
	Iteration 24Q: 3 clusters Score -1.027187e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224411 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -10271957.000000 Penalty: 1126.161133
	Iteration 25Q: 3 clusters Score -1.027196e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -10272022.000000 Penalty: 1126.161133
	Iteration 26Q: 3 clusters Score -1.027202e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224346 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -10272035.000000 Penalty: 1126.161133
	Iteration 27Q: 3 clusters Score -1.027204e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224359 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -10272048.000000 Penalty: 1126.161133
	Iteration 28Q: 3 clusters Score -1.027205e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224395 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -10272038.000000 Penalty: 1126.161133
	Iteration 29Q: 3 clusters Score -1.027204e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224440 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -10272063.000000 Penalty: 1126.161133
	Iteration 30Q: 3 clusters Score -1.027206e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224492 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -10272063.000000 Penalty: 1126.161133
	Iteration 31Q: 3 clusters Score -1.027206e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224553 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -10272042.000000 Penalty: 1126.161133
	Iteration 32Q: 3 clusters Score -1.027204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224609 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -10272055.000000 Penalty: 1126.161133
	Iteration 33Q: 3 clusters Score -1.027206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224667 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -10272079.000000 Penalty: 1126.161133
	Iteration 34Q: 3 clusters Score -1.027208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224718 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -10272071.000000 Penalty: 1126.161133
	Iteration 35Q: 3 clusters Score -1.027207e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224772 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -10272079.000000 Penalty: 1126.161133
	Iteration 36Q: 3 clusters Score -1.027208e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224818 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -10272070.000000 Penalty: 1126.161133
	Iteration 37Q: 3 clusters Score -1.027207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224877 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -10272077.000000 Penalty: 1126.161133
	Iteration 38Q: 3 clusters Score -1.027208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224935 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -10272076.000000 Penalty: 1126.161133
	Iteration 39Q: 3 clusters Score -1.027208e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224996 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -10272076.000000 Penalty: 1126.161133
	Iteration 40F: 3 clusters Score -1.027208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225053 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -10272067.000000 Penalty: 1126.161133
	Iteration 41Q: 3 clusters Score -1.027207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225106 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -10272055.000000 Penalty: 1126.161133
	Iteration 42Q: 3 clusters Score -1.027206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225143 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -10272064.000000 Penalty: 1126.161133
	Iteration 43Q: 3 clusters Score -1.027206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -10272060.000000 Penalty: 1126.161133
	Iteration 44Q: 3 clusters Score -1.027206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225219 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -10272060.000000 Penalty: 1126.161133
	Iteration 45Q: 3 clusters Score -1.027206e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225267 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -10272051.000000 Penalty: 1126.161133
	Iteration 46Q: 3 clusters Score -1.027205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225316 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -10272046.000000 Penalty: 1126.161133
	Iteration 47Q: 3 clusters Score -1.027205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225369 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -10272036.000000 Penalty: 1126.161133
	Iteration 48Q: 3 clusters Score -1.027204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225414 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -10272019.000000 Penalty: 1126.161133
	Iteration 49Q: 3 clusters Score -1.027202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225468 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -10272020.000000 Penalty: 1126.161133
	Iteration 50Q: 3 clusters Score -1.027202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225521 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -10272030.000000 Penalty: 1126.161133
	Iteration 51Q: 3 clusters Score -1.027203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225562 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -10272038.000000 Penalty: 1126.161133
	Iteration 52Q: 3 clusters Score -1.027204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225604 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -10272023.000000 Penalty: 1126.161133
	Iteration 53Q: 3 clusters Score -1.027202e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225640 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -10272006.000000 Penalty: 1126.161133
	Iteration 54Q: 3 clusters Score -1.027201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225671 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -10271992.000000 Penalty: 1126.161133
	Iteration 55Q: 3 clusters Score -1.027199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225707 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -10272000.000000 Penalty: 1126.161133
	Iteration 56Q: 3 clusters Score -1.0272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225738 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -10271995.000000 Penalty: 1126.161133
	Iteration 57Q: 3 clusters Score -1.0272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225762 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -10271984.000000 Penalty: 1126.161133
	Iteration 58Q: 3 clusters Score -1.027198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225796 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -10271999.000000 Penalty: 1126.161133
	Iteration 59Q: 3 clusters Score -1.0272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225828 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -10271996.000000 Penalty: 1126.161133
	Iteration 60F: 3 clusters Score -1.0272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225860 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -10271988.000000 Penalty: 1126.161133
	Iteration 61Q: 3 clusters Score -1.027199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225888 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -10271986.000000 Penalty: 1126.161133
	Iteration 62Q: 3 clusters Score -1.027199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225909 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -10271976.000000 Penalty: 1126.161133
	Iteration 63Q: 3 clusters Score -1.027198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225923 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -10271969.000000 Penalty: 1126.161133
	Iteration 64Q: 3 clusters Score -1.027197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225940 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -10271952.000000 Penalty: 1126.161133
	Iteration 65Q: 3 clusters Score -1.027195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225958 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -10271953.000000 Penalty: 1126.161133
	Iteration 66Q: 3 clusters Score -1.027195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -10271950.000000 Penalty: 1126.161133
	Iteration 67Q: 3 clusters Score -1.027195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225988 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -10271954.000000 Penalty: 1126.161133
	Iteration 68Q: 3 clusters Score -1.027195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226002 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -10271953.000000 Penalty: 1126.161133
	Iteration 69Q: 3 clusters Score -1.027195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226013 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -10271949.000000 Penalty: 1126.161133
	Iteration 70Q: 3 clusters Score -1.027195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226026 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -10271956.000000 Penalty: 1126.161133
	Iteration 71Q: 3 clusters Score -1.027196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226040 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -10271962.000000 Penalty: 1126.161133
	Iteration 72Q: 3 clusters Score -1.027196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226057 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -10271963.000000 Penalty: 1126.161133
	Iteration 73Q: 3 clusters Score -1.027196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226079 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -10271974.000000 Penalty: 1126.161133
	Iteration 74Q: 3 clusters Score -1.027197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226100 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -10271962.000000 Penalty: 1126.161133
	Iteration 75Q: 3 clusters Score -1.027196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226115 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -10271966.000000 Penalty: 1126.161133
	Iteration 76Q: 3 clusters Score -1.027197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226129 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -10271974.000000 Penalty: 1126.161133
	Iteration 77Q: 3 clusters Score -1.027197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226148 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -10271976.000000 Penalty: 1126.161133
	Iteration 78Q: 3 clusters Score -1.027198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226166 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -10271973.000000 Penalty: 1126.161133
	Iteration 79Q: 3 clusters Score -1.027197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226187 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -10271952.000000 Penalty: 1126.161133
	Iteration 80F: 3 clusters Score -1.027195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226211 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -10271947.000000 Penalty: 1126.161133
	Iteration 81Q: 3 clusters Score -1.027195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226240 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -10271935.000000 Penalty: 1126.161133
	Iteration 82Q: 3 clusters Score -1.027194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226270 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10271933.000000 Penalty: 1126.161133
	Iteration 83Q: 3 clusters Score -1.027193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226298 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -10271935.000000 Penalty: 1126.161133
	Iteration 84Q: 3 clusters Score -1.027194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226323 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -10271941.000000 Penalty: 1126.161133
	Iteration 85Q: 3 clusters Score -1.027194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226342 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10271930.000000 Penalty: 1126.161133
	Iteration 86Q: 3 clusters Score -1.027193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226362 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10271920.000000 Penalty: 1126.161133
	Iteration 87Q: 3 clusters Score -1.027192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226386 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -10271926.000000 Penalty: 1126.161133
	Iteration 88Q: 3 clusters Score -1.027193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226409 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -10271929.000000 Penalty: 1126.161133
	Iteration 89Q: 3 clusters Score -1.027193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -10271913.000000 Penalty: 1126.161133
	Iteration 90Q: 3 clusters Score -1.027191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226460 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -10271922.000000 Penalty: 1126.161133
	Iteration 91Q: 3 clusters Score -1.027192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226486 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -10271911.000000 Penalty: 1126.161133
	Iteration 92Q: 3 clusters Score -1.027191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226509 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -10271913.000000 Penalty: 1126.161133
	Iteration 93Q: 3 clusters Score -1.027191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226535 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -10271923.000000 Penalty: 1126.161133
	Iteration 94Q: 3 clusters Score -1.027192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226561 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -10271919.000000 Penalty: 1126.161133
	Iteration 95Q: 3 clusters Score -1.027192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226588 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10271917.000000 Penalty: 1126.161133
	Iteration 96Q: 3 clusters Score -1.027192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226609 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -10271904.000000 Penalty: 1126.161133
	Iteration 97Q: 3 clusters Score -1.02719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226628 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -10271904.000000 Penalty: 1126.161133
	Iteration 98Q: 3 clusters Score -1.02719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226645 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -10271896.000000 Penalty: 1126.161133
	Iteration 99Q: 3 clusters Score -1.02719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226664 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -10271888.000000 Penalty: 1126.161133
	Iteration 100F: 3 clusters Score -1.027189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226679 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -10271882.000000 Penalty: 1126.161133
	Iteration 101Q: 3 clusters Score -1.027188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226693 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -10271884.000000 Penalty: 1126.161133
	Iteration 102Q: 3 clusters Score -1.027188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226712 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -10271881.000000 Penalty: 1126.161133
	Iteration 103Q: 3 clusters Score -1.027188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226727 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -10271881.000000 Penalty: 1126.161133
	Iteration 104Q: 3 clusters Score -1.027188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226741 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -10271883.000000 Penalty: 1126.161133
	Iteration 105Q: 3 clusters Score -1.027188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226756 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -10271873.000000 Penalty: 1126.161133
	Iteration 106Q: 3 clusters Score -1.027187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226773 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -10271879.000000 Penalty: 1126.161133
	Iteration 107Q: 3 clusters Score -1.027188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226790 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -10271868.000000 Penalty: 1126.161133
	Iteration 108Q: 3 clusters Score -1.027187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226808 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -10271872.000000 Penalty: 1126.161133
	Iteration 109Q: 3 clusters Score -1.027187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226832 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -10271867.000000 Penalty: 1126.161133
	Iteration 110Q: 3 clusters Score -1.027187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226845 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -10271873.000000 Penalty: 1126.161133
	Iteration 111Q: 3 clusters Score -1.027187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226854 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -10271859.000000 Penalty: 1126.161133
	Iteration 112Q: 3 clusters Score -1.027186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226860 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -10271855.000000 Penalty: 1126.161133
	Iteration 113Q: 3 clusters Score -1.027186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226867 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -10271856.000000 Penalty: 1126.161133
	Iteration 114Q: 3 clusters Score -1.027186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226872 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -10271859.000000 Penalty: 1126.161133
	Iteration 115Q: 3 clusters Score -1.027186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226876 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -10271861.000000 Penalty: 1126.161133
	Iteration 116Q: 3 clusters Score -1.027186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226878 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -10271857.000000 Penalty: 1126.161133
	Iteration 117Q: 3 clusters Score -1.027186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226879 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -10271857.000000 Penalty: 1126.161133
	Iteration 118Q: 3 clusters Score -1.027186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226879 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -10271857.000000 Penalty: 1126.161133
	Iteration 119F: 3 clusters Score -1.027186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 39301 members 
Mstep: Class 8 contains 226879 members 
Mstep: Class 9 contains 8476 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 199 members 
Mstep: Class 17 contains 276653 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 21 contains 296479 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
Score: -46931372.000000 Penalty: 13305.507812
Splitting cluster 8 changes total score from -46930480.000000 to -46931372.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -364556.093750 Penalty: 411.547241
	Iteration 0F: 2 clusters Score -364556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -358908.250000 Penalty: 823.094482
	Iteration 0F: 3 clusters Score -358908.2 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -361160.406250 Penalty: 823.094482
	Iteration 1F: 3 clusters Score -361160.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -361439.750000 Penalty: 823.094482
	Iteration 2F: 3 clusters Score -361439.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -361782.562500 Penalty: 823.094482
	Iteration 3F: 3 clusters Score -361782.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -362149.937500 Penalty: 823.094482
	Iteration 4F: 3 clusters Score -362149.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -362558.937500 Penalty: 823.094482
	Iteration 5F: 3 clusters Score -362558.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -362916.468750 Penalty: 823.094482
	Iteration 6F: 3 clusters Score -362916.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -363133.375000 Penalty: 823.094482
	Iteration 7F: 3 clusters Score -363133.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -363241.625000 Penalty: 823.094482
	Iteration 8Q: 3 clusters Score -363241.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -363296.906250 Penalty: 823.094482
	Iteration 9Q: 3 clusters Score -363296.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -363338.187500 Penalty: 823.094482
	Iteration 10Q: 3 clusters Score -363338.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -363370.187500 Penalty: 823.094482
	Iteration 11Q: 3 clusters Score -363370.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -363396.625000 Penalty: 823.094482
	Iteration 12Q: 3 clusters Score -363396.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -363421.156250 Penalty: 823.094482
	Iteration 13Q: 3 clusters Score -363421.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -363446.250000 Penalty: 823.094482
	Iteration 14Q: 3 clusters Score -363446.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -363470.625000 Penalty: 823.094482
	Iteration 15Q: 3 clusters Score -363470.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -363498.781250 Penalty: 823.094482
	Iteration 16Q: 3 clusters Score -363498.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -363529.937500 Penalty: 823.094482
	Iteration 17Q: 3 clusters Score -363529.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -363559.625000 Penalty: 823.094482
	Iteration 18Q: 3 clusters Score -363559.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -363585.625000 Penalty: 823.094482
	Iteration 19Q: 3 clusters Score -363585.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -363614.906250 Penalty: 823.094482
	Iteration 20F: 3 clusters Score -363614.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -363648.656250 Penalty: 823.094482
	Iteration 21Q: 3 clusters Score -363648.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -363680.562500 Penalty: 823.094482
	Iteration 22Q: 3 clusters Score -363680.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -363709.656250 Penalty: 823.094482
	Iteration 23Q: 3 clusters Score -363709.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -363743.093750 Penalty: 823.094482
	Iteration 24Q: 3 clusters Score -363743.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -363778.718750 Penalty: 823.094482
	Iteration 25Q: 3 clusters Score -363778.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -363822.562500 Penalty: 823.094482
	Iteration 26Q: 3 clusters Score -363822.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -363862.687500 Penalty: 823.094482
	Iteration 27Q: 3 clusters Score -363862.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -363890.937500 Penalty: 823.094482
	Iteration 28Q: 3 clusters Score -363890.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -363921.343750 Penalty: 823.094482
	Iteration 29Q: 3 clusters Score -363921.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -363950.031250 Penalty: 823.094482
	Iteration 30Q: 3 clusters Score -363950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -363984.343750 Penalty: 823.094482
	Iteration 31Q: 3 clusters Score -363984.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -364017.718750 Penalty: 823.094482
	Iteration 32Q: 3 clusters Score -364017.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -364045.968750 Penalty: 823.094482
	Iteration 33Q: 3 clusters Score -364046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -364071.156250 Penalty: 823.094482
	Iteration 34Q: 3 clusters Score -364071.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -364093.500000 Penalty: 823.094482
	Iteration 35Q: 3 clusters Score -364093.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -364119.187500 Penalty: 823.094482
	Iteration 36Q: 3 clusters Score -364119.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -364148.687500 Penalty: 823.094482
	Iteration 37Q: 3 clusters Score -364148.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -364175.562500 Penalty: 823.094482
	Iteration 38Q: 3 clusters Score -364175.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -364201.937500 Penalty: 823.094482
	Iteration 39Q: 3 clusters Score -364201.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -364230.625000 Penalty: 823.094482
	Iteration 40F: 3 clusters Score -364230.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -364256.062500 Penalty: 823.094482
	Iteration 41Q: 3 clusters Score -364256.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -364274.562500 Penalty: 823.094482
	Iteration 42Q: 3 clusters Score -364274.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -364288.656250 Penalty: 823.094482
	Iteration 43Q: 3 clusters Score -364288.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -364303.625000 Penalty: 823.094482
	Iteration 44Q: 3 clusters Score -364303.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -364322.281250 Penalty: 823.094482
	Iteration 45Q: 3 clusters Score -364322.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -364337.406250 Penalty: 823.094482
	Iteration 46Q: 3 clusters Score -364337.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -364355.093750 Penalty: 823.094482
	Iteration 47Q: 3 clusters Score -364355.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -364371.468750 Penalty: 823.094482
	Iteration 48Q: 3 clusters Score -364371.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -364383.000000 Penalty: 823.094482
	Iteration 49Q: 3 clusters Score -364383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -364393.125000 Penalty: 823.094482
	Iteration 50Q: 3 clusters Score -364393.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364400.156250 Penalty: 823.094482
	Iteration 51Q: 3 clusters Score -364400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -364408.187500 Penalty: 823.094482
	Iteration 52Q: 3 clusters Score -364408.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364415.343750 Penalty: 823.094482
	Iteration 53Q: 3 clusters Score -364415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -364420.343750 Penalty: 823.094482
	Iteration 54Q: 3 clusters Score -364420.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -364422.562500 Penalty: 823.094482
	Iteration 55Q: 3 clusters Score -364422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -364424.062500 Penalty: 823.094482
	Iteration 56Q: 3 clusters Score -364424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -364425.531250 Penalty: 823.094482
	Iteration 57Q: 3 clusters Score -364425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364427.218750 Penalty: 823.094482
	Iteration 58Q: 3 clusters Score -364427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -364427.500000 Penalty: 823.094482
	Iteration 59Q: 3 clusters Score -364427.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -364427.531250 Penalty: 823.094482
	Iteration 60F: 3 clusters Score -364427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -364427.125000 Penalty: 823.094482
	Iteration 61Q: 3 clusters Score -364427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364427.375000 Penalty: 823.094482
	Iteration 62Q: 3 clusters Score -364427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364427.375000 Penalty: 823.094482
	Iteration 63F: 3 clusters Score -364427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -66788.875000 Penalty: 332.751526
	Iteration 0F: 2 clusters Score -66788.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -65660.109375 Penalty: 665.503052
	Iteration 0F: 3 clusters Score -65660.11 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66018.812500 Penalty: 665.503052
	Iteration 1F: 3 clusters Score -66018.81 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -66076.914062 Penalty: 665.503052
	Iteration 2F: 3 clusters Score -66076.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66109.710938 Penalty: 665.503052
	Iteration 3Q: 3 clusters Score -66109.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -66125.367188 Penalty: 665.503052
	Iteration 4Q: 3 clusters Score -66125.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66133.453125 Penalty: 665.503052
	Iteration 5Q: 3 clusters Score -66133.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66143.078125 Penalty: 665.503052
	Iteration 6Q: 3 clusters Score -66143.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -66155.984375 Penalty: 665.503052
	Iteration 7Q: 3 clusters Score -66155.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66170.695312 Penalty: 665.503052
	Iteration 8Q: 3 clusters Score -66170.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66182.523438 Penalty: 665.503052
	Iteration 9Q: 3 clusters Score -66182.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -66197.070312 Penalty: 665.503052
	Iteration 10Q: 3 clusters Score -66197.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66211.062500 Penalty: 665.503052
	Iteration 11Q: 3 clusters Score -66211.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66226.359375 Penalty: 665.503052
	Iteration 12Q: 3 clusters Score -66226.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66245.585938 Penalty: 665.503052
	Iteration 13Q: 3 clusters Score -66245.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66265.296875 Penalty: 665.503052
	Iteration 14Q: 3 clusters Score -66265.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66287.539062 Penalty: 665.503052
	Iteration 15Q: 3 clusters Score -66287.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66311.851562 Penalty: 665.503052
	Iteration 16Q: 3 clusters Score -66311.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66340.593750 Penalty: 665.503052
	Iteration 17Q: 3 clusters Score -66340.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66373.078125 Penalty: 665.503052
	Iteration 18Q: 3 clusters Score -66373.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66392.218750 Penalty: 665.503052
	Iteration 19Q: 3 clusters Score -66392.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66412.632812 Penalty: 665.503052
	Iteration 20F: 3 clusters Score -66412.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66428.281250 Penalty: 665.503052
	Iteration 21Q: 3 clusters Score -66428.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66441.976562 Penalty: 665.503052
	Iteration 22Q: 3 clusters Score -66441.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66450.632812 Penalty: 665.503052
	Iteration 23Q: 3 clusters Score -66450.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66458.195312 Penalty: 665.503052
	Iteration 24Q: 3 clusters Score -66458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -66469.703125 Penalty: 665.503052
	Iteration 25Q: 3 clusters Score -66469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -66473.906250 Penalty: 665.503052
	Iteration 26Q: 3 clusters Score -66473.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -66477.570312 Penalty: 665.503052
	Iteration 27Q: 3 clusters Score -66477.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -66481.039062 Penalty: 665.503052
	Iteration 28Q: 3 clusters Score -66481.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -66482.968750 Penalty: 665.503052
	Iteration 29Q: 3 clusters Score -66482.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -66487.507812 Penalty: 665.503052
	Iteration 30Q: 3 clusters Score -66487.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66492.523438 Penalty: 665.503052
	Iteration 31Q: 3 clusters Score -66492.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66495.312500 Penalty: 665.503052
	Iteration 32Q: 3 clusters Score -66495.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -66496.390625 Penalty: 665.503052
	Iteration 33Q: 3 clusters Score -66496.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -66496.390625 Penalty: 665.503052
	Iteration 34F: 3 clusters Score -66496.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -186097.984375 Penalty: 381.321198
	Iteration 0F: 2 clusters Score -186098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -183177.906250 Penalty: 762.642395
	Iteration 0F: 3 clusters Score -183177.9 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -184266.546875 Penalty: 762.642395
	Iteration 1F: 3 clusters Score -184266.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -184446.812500 Penalty: 762.642395
	Iteration 2F: 3 clusters Score -184446.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -184652.531250 Penalty: 762.642395
	Iteration 3F: 3 clusters Score -184652.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -184901.093750 Penalty: 762.642395
	Iteration 4F: 3 clusters Score -184901.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -185136.375000 Penalty: 762.642395
	Iteration 5F: 3 clusters Score -185136.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -185315.968750 Penalty: 762.642395
	Iteration 6F: 3 clusters Score -185316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -185434.625000 Penalty: 762.642395
	Iteration 7Q: 3 clusters Score -185434.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -185523.406250 Penalty: 762.642395
	Iteration 8Q: 3 clusters Score -185523.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -185600.109375 Penalty: 762.642395
	Iteration 9Q: 3 clusters Score -185600.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -185663.890625 Penalty: 762.642395
	Iteration 10Q: 3 clusters Score -185663.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -185697.640625 Penalty: 762.642395
	Iteration 11Q: 3 clusters Score -185697.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -185727.796875 Penalty: 762.642395
	Iteration 12Q: 3 clusters Score -185727.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -185756.093750 Penalty: 762.642395
	Iteration 13Q: 3 clusters Score -185756.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -185776.437500 Penalty: 762.642395
	Iteration 14Q: 3 clusters Score -185776.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -185793.078125 Penalty: 762.642395
	Iteration 15Q: 3 clusters Score -185793.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -185803.781250 Penalty: 762.642395
	Iteration 16Q: 3 clusters Score -185803.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -185819.421875 Penalty: 762.642395
	Iteration 17Q: 3 clusters Score -185819.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -185837.890625 Penalty: 762.642395
	Iteration 18Q: 3 clusters Score -185837.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -185850.156250 Penalty: 762.642395
	Iteration 19Q: 3 clusters Score -185850.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185862.343750 Penalty: 762.642395
	Iteration 20F: 3 clusters Score -185862.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -185871.734375 Penalty: 762.642395
	Iteration 21Q: 3 clusters Score -185871.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -185879.218750 Penalty: 762.642395
	Iteration 22Q: 3 clusters Score -185879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185885.031250 Penalty: 762.642395
	Iteration 23Q: 3 clusters Score -185885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -185889.015625 Penalty: 762.642395
	Iteration 24Q: 3 clusters Score -185889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185891.703125 Penalty: 762.642395
	Iteration 25Q: 3 clusters Score -185891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185894.671875 Penalty: 762.642395
	Iteration 26Q: 3 clusters Score -185894.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185898.468750 Penalty: 762.642395
	Iteration 27Q: 3 clusters Score -185898.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185900.281250 Penalty: 762.642395
	Iteration 28Q: 3 clusters Score -185900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185900.828125 Penalty: 762.642395
	Iteration 29Q: 3 clusters Score -185900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185901.500000 Penalty: 762.642395
	Iteration 30Q: 3 clusters Score -185901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185901.937500 Penalty: 762.642395
	Iteration 31Q: 3 clusters Score -185901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185902.390625 Penalty: 762.642395
	Iteration 32Q: 3 clusters Score -185902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185903.203125 Penalty: 762.642395
	Iteration 33Q: 3 clusters Score -185903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185904.453125 Penalty: 762.642395
	Iteration 34Q: 3 clusters Score -185904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185905.906250 Penalty: 762.642395
	Iteration 35Q: 3 clusters Score -185905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -185906.359375 Penalty: 762.642395
	Iteration 36Q: 3 clusters Score -185906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185907.468750 Penalty: 762.642395
	Iteration 37Q: 3 clusters Score -185907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185908.359375 Penalty: 762.642395
	Iteration 38Q: 3 clusters Score -185908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185908.140625 Penalty: 762.642395
	Iteration 39Q: 3 clusters Score -185908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185908.781250 Penalty: 762.642395
	Iteration 40F: 3 clusters Score -185908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185909.375000 Penalty: 762.642395
	Iteration 41Q: 3 clusters Score -185909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185911.031250 Penalty: 762.642395
	Iteration 42Q: 3 clusters Score -185911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185913.984375 Penalty: 762.642395
	Iteration 43Q: 3 clusters Score -185914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185916.906250 Penalty: 762.642395
	Iteration 44Q: 3 clusters Score -185916.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185920.250000 Penalty: 762.642395
	Iteration 45Q: 3 clusters Score -185920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185924.265625 Penalty: 762.642395
	Iteration 46Q: 3 clusters Score -185924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -185926.937500 Penalty: 762.642395
	Iteration 47Q: 3 clusters Score -185926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -185929.578125 Penalty: 762.642395
	Iteration 48Q: 3 clusters Score -185929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -185932.828125 Penalty: 762.642395
	Iteration 49Q: 3 clusters Score -185932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185937.015625 Penalty: 762.642395
	Iteration 50Q: 3 clusters Score -185937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185940.375000 Penalty: 762.642395
	Iteration 51Q: 3 clusters Score -185940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -185943.203125 Penalty: 762.642395
	Iteration 52Q: 3 clusters Score -185943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185945.937500 Penalty: 762.642395
	Iteration 53Q: 3 clusters Score -185945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185948.015625 Penalty: 762.642395
	Iteration 54Q: 3 clusters Score -185948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -185950.437500 Penalty: 762.642395
	Iteration 55Q: 3 clusters Score -185950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185953.671875 Penalty: 762.642395
	Iteration 56Q: 3 clusters Score -185953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185955.000000 Penalty: 762.642395
	Iteration 57Q: 3 clusters Score -185955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185956.703125 Penalty: 762.642395
	Iteration 58Q: 3 clusters Score -185956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185957.796875 Penalty: 762.642395
	Iteration 59Q: 3 clusters Score -185957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -185957.703125 Penalty: 762.642395
	Iteration 60F: 3 clusters Score -185957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185958.093750 Penalty: 762.642395
	Iteration 61Q: 3 clusters Score -185958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -185958.187500 Penalty: 762.642395
	Iteration 62Q: 3 clusters Score -185958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -185958.187500 Penalty: 762.642395
	Iteration 63F: 3 clusters Score -185958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Entering Unmasked Estep 
Score: -1302232.000000 Penalty: 467.950470
	Iteration 0F: 2 clusters Score -1302232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1282535.750000 Penalty: 935.900940
	Iteration 0F: 3 clusters Score -1282536 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1290607.000000 Penalty: 935.900940
	Iteration 1F: 3 clusters Score -1290607 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1290980.250000 Penalty: 935.900940
	Iteration 2Q: 3 clusters Score -1290980 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1291526.250000 Penalty: 935.900940
	Iteration 3Q: 3 clusters Score -1291526 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1292258.250000 Penalty: 935.900940
	Iteration 4Q: 3 clusters Score -1292258 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1293284.000000 Penalty: 935.900940
	Iteration 5F: 3 clusters Score -1293284 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1294561.375000 Penalty: 935.900940
	Iteration 6F: 3 clusters Score -1294561 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1295723.250000 Penalty: 935.900940
	Iteration 7F: 3 clusters Score -1295723 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1296373.250000 Penalty: 935.900940
	Iteration 8Q: 3 clusters Score -1296373 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1296602.750000 Penalty: 935.900940
	Iteration 9Q: 3 clusters Score -1296603 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1296689.750000 Penalty: 935.900940
	Iteration 10Q: 3 clusters Score -1296690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1296749.375000 Penalty: 935.900940
	Iteration 11Q: 3 clusters Score -1296749 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1296827.250000 Penalty: 935.900940
	Iteration 12Q: 3 clusters Score -1296827 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1296905.000000 Penalty: 935.900940
	Iteration 13Q: 3 clusters Score -1296905 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1296992.250000 Penalty: 935.900940
	Iteration 14Q: 3 clusters Score -1296992 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1297082.625000 Penalty: 935.900940
	Iteration 15Q: 3 clusters Score -1297083 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1297192.625000 Penalty: 935.900940
	Iteration 16Q: 3 clusters Score -1297193 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1297311.250000 Penalty: 935.900940
	Iteration 17Q: 3 clusters Score -1297311 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1297426.125000 Penalty: 935.900940
	Iteration 18Q: 3 clusters Score -1297426 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1297556.875000 Penalty: 935.900940
	Iteration 19Q: 3 clusters Score -1297557 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1297723.625000 Penalty: 935.900940
	Iteration 20F: 3 clusters Score -1297724 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1297916.750000 Penalty: 935.900940
	Iteration 21Q: 3 clusters Score -1297917 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1298112.250000 Penalty: 935.900940
	Iteration 22Q: 3 clusters Score -1298112 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1298340.375000 Penalty: 935.900940
	Iteration 23Q: 3 clusters Score -1298340 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1298608.375000 Penalty: 935.900940
	Iteration 24Q: 3 clusters Score -1298608 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1298892.375000 Penalty: 935.900940
	Iteration 25Q: 3 clusters Score -1298892 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1299187.500000 Penalty: 935.900940
	Iteration 26Q: 3 clusters Score -1299188 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1299515.750000 Penalty: 935.900940
	Iteration 27Q: 3 clusters Score -1299516 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1299861.875000 Penalty: 935.900940
	Iteration 28Q: 3 clusters Score -1299862 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1300221.625000 Penalty: 935.900940
	Iteration 29Q: 3 clusters Score -1300222 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1300547.250000 Penalty: 935.900940
	Iteration 30Q: 3 clusters Score -1300547 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1300841.000000 Penalty: 935.900940
	Iteration 31Q: 3 clusters Score -1300841 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1301085.125000 Penalty: 935.900940
	Iteration 32Q: 3 clusters Score -1301085 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1301318.375000 Penalty: 935.900940
	Iteration 33Q: 3 clusters Score -1301318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1301475.625000 Penalty: 935.900940
	Iteration 34Q: 3 clusters Score -1301476 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1301607.750000 Penalty: 935.900940
	Iteration 35Q: 3 clusters Score -1301608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1301686.250000 Penalty: 935.900940
	Iteration 36Q: 3 clusters Score -1301686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1301735.750000 Penalty: 935.900940
	Iteration 37Q: 3 clusters Score -1301736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1301789.125000 Penalty: 935.900940
	Iteration 38Q: 3 clusters Score -1301789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1301828.750000 Penalty: 935.900940
	Iteration 39Q: 3 clusters Score -1301829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1301855.125000 Penalty: 935.900940
	Iteration 40F: 3 clusters Score -1301855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1301865.875000 Penalty: 935.900940
	Iteration 41Q: 3 clusters Score -1301866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1301867.000000 Penalty: 935.900940
	Iteration 42Q: 3 clusters Score -1301867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1301871.125000 Penalty: 935.900940
	Iteration 43Q: 3 clusters Score -1301871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1301876.250000 Penalty: 935.900940
	Iteration 44Q: 3 clusters Score -1301876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1301876.500000 Penalty: 935.900940
	Iteration 45Q: 3 clusters Score -1301876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1301880.250000 Penalty: 935.900940
	Iteration 46Q: 3 clusters Score -1301880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1301881.250000 Penalty: 935.900940
	Iteration 47Q: 3 clusters Score -1301881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1301881.000000 Penalty: 935.900940
	Iteration 48Q: 3 clusters Score -1301881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1301882.750000 Penalty: 935.900940
	Iteration 49Q: 3 clusters Score -1301883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1301882.750000 Penalty: 935.900940
	Iteration 50Q: 3 clusters Score -1301883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1301881.500000 Penalty: 935.900940
	Iteration 51Q: 3 clusters Score -1301882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1301881.500000 Penalty: 935.900940
	Iteration 52F: 3 clusters Score -1301882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -37675.863281 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -37675.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -36937.070312 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -36937.07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37132.695312 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -37132.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37172.253906 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -37172.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -37217.960938 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -37217.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37278.855469 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -37278.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -37337.574219 Penalty: 618.612549
	Iteration 5F: 3 clusters Score -37337.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -37386.609375 Penalty: 618.612549
	Iteration 6F: 3 clusters Score -37386.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -37418.332031 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -37418.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37451.097656 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -37451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -37497.406250 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -37497.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -37525.636719 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -37525.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37531.343750 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -37531.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -37539.878906 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -37539.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -37544.886719 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -37544.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -37546.410156 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -37546.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -37548.683594 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -37548.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -37549.578125 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -37549.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37549.855469 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -37549.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -37551.449219 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -37551.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -37553.058594 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -37553.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -37553.058594 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -37553.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Entering Unmasked Estep 
Score: -605235.125000 Penalty: 433.850403
	Iteration 0F: 2 clusters Score -605235.1 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 6888 members 
Entering Unmasked Estep 
Score: -595943.000000 Penalty: 867.700806
	Iteration 0F: 3 clusters Score -595943 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -599683.187500 Penalty: 867.700806
	Iteration 1F: 3 clusters Score -599683.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -599929.062500 Penalty: 867.700806
	Iteration 2Q: 3 clusters Score -599929.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -600265.125000 Penalty: 867.700806
	Iteration 3Q: 3 clusters Score -600265.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -600795.562500 Penalty: 867.700806
	Iteration 4F: 3 clusters Score -600795.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -601555.375000 Penalty: 867.700806
	Iteration 5F: 3 clusters Score -601555.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -602437.875000 Penalty: 867.700806
	Iteration 6F: 3 clusters Score -602437.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -603102.250000 Penalty: 867.700806
	Iteration 7F: 3 clusters Score -603102.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -603468.250000 Penalty: 867.700806
	Iteration 8Q: 3 clusters Score -603468.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -603703.312500 Penalty: 867.700806
	Iteration 9Q: 3 clusters Score -603703.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -603863.000000 Penalty: 867.700806
	Iteration 10Q: 3 clusters Score -603863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -604013.437500 Penalty: 867.700806
	Iteration 11Q: 3 clusters Score -604013.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -604137.000000 Penalty: 867.700806
	Iteration 12Q: 3 clusters Score -604137 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -604229.937500 Penalty: 867.700806
	Iteration 13Q: 3 clusters Score -604229.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -604298.750000 Penalty: 867.700806
	Iteration 14Q: 3 clusters Score -604298.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -604363.437500 Penalty: 867.700806
	Iteration 15Q: 3 clusters Score -604363.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -604442.000000 Penalty: 867.700806
	Iteration 16Q: 3 clusters Score -604442 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -604536.562500 Penalty: 867.700806
	Iteration 17Q: 3 clusters Score -604536.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -604628.375000 Penalty: 867.700806
	Iteration 18Q: 3 clusters Score -604628.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -604708.312500 Penalty: 867.700806
	Iteration 19Q: 3 clusters Score -604708.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -604781.875000 Penalty: 867.700806
	Iteration 20F: 3 clusters Score -604781.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -604850.812500 Penalty: 867.700806
	Iteration 21Q: 3 clusters Score -604850.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -604898.437500 Penalty: 867.700806
	Iteration 22Q: 3 clusters Score -604898.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -604922.375000 Penalty: 867.700806
	Iteration 23Q: 3 clusters Score -604922.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -604937.187500 Penalty: 867.700806
	Iteration 24Q: 3 clusters Score -604937.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -604944.250000 Penalty: 867.700806
	Iteration 25Q: 3 clusters Score -604944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -604946.187500 Penalty: 867.700806
	Iteration 26Q: 3 clusters Score -604946.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -604948.187500 Penalty: 867.700806
	Iteration 27Q: 3 clusters Score -604948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -604949.750000 Penalty: 867.700806
	Iteration 28Q: 3 clusters Score -604949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -604951.562500 Penalty: 867.700806
	Iteration 29Q: 3 clusters Score -604951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -604952.625000 Penalty: 867.700806
	Iteration 30Q: 3 clusters Score -604952.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -604951.562500 Penalty: 867.700806
	Iteration 31Q: 3 clusters Score -604951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -604952.562500 Penalty: 867.700806
	Iteration 32Q: 3 clusters Score -604952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -604952.937500 Penalty: 867.700806
	Iteration 33Q: 3 clusters Score -604952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -604953.187500 Penalty: 867.700806
	Iteration 34Q: 3 clusters Score -604953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -604952.312500 Penalty: 867.700806
	Iteration 35Q: 3 clusters Score -604952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -604952.312500 Penalty: 867.700806
	Iteration 36F: 3 clusters Score -604952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Entering Unmasked Estep 
Score: -748168.187500 Penalty: 444.044159
	Iteration 0F: 2 clusters Score -748168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -736764.750000 Penalty: 888.088318
	Iteration 0F: 3 clusters Score -736764.8 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -741927.937500 Penalty: 888.088318
	Iteration 1F: 3 clusters Score -741927.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -742543.875000 Penalty: 888.088318
	Iteration 2F: 3 clusters Score -742543.9 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -743387.500000 Penalty: 888.088318
	Iteration 3F: 3 clusters Score -743387.5 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -744400.062500 Penalty: 888.088318
	Iteration 4F: 3 clusters Score -744400.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -745288.937500 Penalty: 888.088318
	Iteration 5F: 3 clusters Score -745288.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -745745.312500 Penalty: 888.088318
	Iteration 6Q: 3 clusters Score -745745.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -745982.187500 Penalty: 888.088318
	Iteration 7Q: 3 clusters Score -745982.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -746154.375000 Penalty: 888.088318
	Iteration 8Q: 3 clusters Score -746154.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -746307.750000 Penalty: 888.088318
	Iteration 9Q: 3 clusters Score -746307.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -746437.812500 Penalty: 888.088318
	Iteration 10Q: 3 clusters Score -746437.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -746534.250000 Penalty: 888.088318
	Iteration 11Q: 3 clusters Score -746534.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -746615.000000 Penalty: 888.088318
	Iteration 12Q: 3 clusters Score -746615 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -746686.562500 Penalty: 888.088318
	Iteration 13Q: 3 clusters Score -746686.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -746758.000000 Penalty: 888.088318
	Iteration 14Q: 3 clusters Score -746758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -746829.437500 Penalty: 888.088318
	Iteration 15Q: 3 clusters Score -746829.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -746904.562500 Penalty: 888.088318
	Iteration 16Q: 3 clusters Score -746904.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -746970.625000 Penalty: 888.088318
	Iteration 17Q: 3 clusters Score -746970.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -747030.812500 Penalty: 888.088318
	Iteration 18Q: 3 clusters Score -747030.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -747091.937500 Penalty: 888.088318
	Iteration 19Q: 3 clusters Score -747091.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -747144.187500 Penalty: 888.088318
	Iteration 20F: 3 clusters Score -747144.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -747190.187500 Penalty: 888.088318
	Iteration 21Q: 3 clusters Score -747190.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -747232.937500 Penalty: 888.088318
	Iteration 22Q: 3 clusters Score -747232.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -747276.250000 Penalty: 888.088318
	Iteration 23Q: 3 clusters Score -747276.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -747310.875000 Penalty: 888.088318
	Iteration 24Q: 3 clusters Score -747310.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -747345.687500 Penalty: 888.088318
	Iteration 25Q: 3 clusters Score -747345.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -747382.500000 Penalty: 888.088318
	Iteration 26Q: 3 clusters Score -747382.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -747405.000000 Penalty: 888.088318
	Iteration 27Q: 3 clusters Score -747405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -747425.062500 Penalty: 888.088318
	Iteration 28Q: 3 clusters Score -747425.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -747435.062500 Penalty: 888.088318
	Iteration 29Q: 3 clusters Score -747435.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -747446.125000 Penalty: 888.088318
	Iteration 30Q: 3 clusters Score -747446.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -747457.937500 Penalty: 888.088318
	Iteration 31Q: 3 clusters Score -747457.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -747467.062500 Penalty: 888.088318
	Iteration 32Q: 3 clusters Score -747467.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -747477.562500 Penalty: 888.088318
	Iteration 33Q: 3 clusters Score -747477.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -747492.562500 Penalty: 888.088318
	Iteration 34Q: 3 clusters Score -747492.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -747505.500000 Penalty: 888.088318
	Iteration 35Q: 3 clusters Score -747505.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -747521.062500 Penalty: 888.088318
	Iteration 36Q: 3 clusters Score -747521.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -747533.687500 Penalty: 888.088318
	Iteration 37Q: 3 clusters Score -747533.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -747550.437500 Penalty: 888.088318
	Iteration 38Q: 3 clusters Score -747550.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -747558.062500 Penalty: 888.088318
	Iteration 39Q: 3 clusters Score -747558.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -747564.250000 Penalty: 888.088318
	Iteration 40F: 3 clusters Score -747564.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -747573.062500 Penalty: 888.088318
	Iteration 41Q: 3 clusters Score -747573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -747579.375000 Penalty: 888.088318
	Iteration 42Q: 3 clusters Score -747579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -747587.312500 Penalty: 888.088318
	Iteration 43Q: 3 clusters Score -747587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -747591.125000 Penalty: 888.088318
	Iteration 44Q: 3 clusters Score -747591.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -747600.312500 Penalty: 888.088318
	Iteration 45Q: 3 clusters Score -747600.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -747609.375000 Penalty: 888.088318
	Iteration 46Q: 3 clusters Score -747609.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -747619.375000 Penalty: 888.088318
	Iteration 47Q: 3 clusters Score -747619.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -747633.875000 Penalty: 888.088318
	Iteration 48Q: 3 clusters Score -747633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -747640.437500 Penalty: 888.088318
	Iteration 49Q: 3 clusters Score -747640.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -747650.937500 Penalty: 888.088318
	Iteration 50Q: 3 clusters Score -747650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -747656.000000 Penalty: 888.088318
	Iteration 51Q: 3 clusters Score -747656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -747660.437500 Penalty: 888.088318
	Iteration 52Q: 3 clusters Score -747660.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -747668.687500 Penalty: 888.088318
	Iteration 53Q: 3 clusters Score -747668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -747672.125000 Penalty: 888.088318
	Iteration 54Q: 3 clusters Score -747672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -747677.625000 Penalty: 888.088318
	Iteration 55Q: 3 clusters Score -747677.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -747687.187500 Penalty: 888.088318
	Iteration 56Q: 3 clusters Score -747687.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -747694.500000 Penalty: 888.088318
	Iteration 57Q: 3 clusters Score -747694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -747705.937500 Penalty: 888.088318
	Iteration 58Q: 3 clusters Score -747705.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -747716.437500 Penalty: 888.088318
	Iteration 59Q: 3 clusters Score -747716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -747724.437500 Penalty: 888.088318
	Iteration 60F: 3 clusters Score -747724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -747737.500000 Penalty: 888.088318
	Iteration 61Q: 3 clusters Score -747737.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -747745.937500 Penalty: 888.088318
	Iteration 62Q: 3 clusters Score -747745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -747750.500000 Penalty: 888.088318
	Iteration 63Q: 3 clusters Score -747750.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -747755.500000 Penalty: 888.088318
	Iteration 64Q: 3 clusters Score -747755.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -747758.750000 Penalty: 888.088318
	Iteration 65Q: 3 clusters Score -747758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -747759.750000 Penalty: 888.088318
	Iteration 66Q: 3 clusters Score -747759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -747764.937500 Penalty: 888.088318
	Iteration 67Q: 3 clusters Score -747764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -747770.812500 Penalty: 888.088318
	Iteration 68Q: 3 clusters Score -747770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -747773.312500 Penalty: 888.088318
	Iteration 69Q: 3 clusters Score -747773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -747777.187500 Penalty: 888.088318
	Iteration 70Q: 3 clusters Score -747777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -747778.312500 Penalty: 888.088318
	Iteration 71Q: 3 clusters Score -747778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -747778.625000 Penalty: 888.088318
	Iteration 72Q: 3 clusters Score -747778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -747778.500000 Penalty: 888.088318
	Iteration 73Q: 3 clusters Score -747778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -747778.500000 Penalty: 888.088318
	Iteration 74F: 3 clusters Score -747778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -5770.110352 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -5770.11 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 102 members 
Entering Unmasked Estep 
Score: -5483.747559 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -5483.748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5601.472168 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -5601.472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5713.703613 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -5713.704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5739.564453 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -5739.564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5761.753906 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -5761.754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5788.811035 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -5788.811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5802.084961 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -5802.085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5805.564453 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -5805.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5805.564453 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -5805.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 39301 members 
Mstep: Class 8 contains 226879 members 
Mstep: Class 9 contains 8476 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 276653 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 62 members 
Mstep: Class 21 contains 296479 members 
Mstep: Class 22 contains 985 members 
Entering Unmasked Estep 
Score: -46931012.000000 Penalty: 13939.103516
Splitting cluster 16 changes total score from -46930480.000000 to -46931012.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (276653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276653 members 
Entering Unmasked Estep 
Score: -12291534.000000 Penalty: 570.138611
	Iteration 0F: 2 clusters Score -1.229153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -12104532.000000 Penalty: 1140.277222
	Iteration 0F: 3 clusters Score -1.210453e+07 nChanged 136020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -12198846.000000 Penalty: 1140.277222
	Iteration 1F: 3 clusters Score -1.219885e+07 nChanged 23239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 201857 members 
Entering Unmasked Estep 
Score: -12216204.000000 Penalty: 1140.277222
	Iteration 2F: 3 clusters Score -1.22162e+07 nChanged 27418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 228969 members 
Entering Unmasked Estep 
Score: -12241614.000000 Penalty: 1140.277222
	Iteration 3F: 3 clusters Score -1.224161e+07 nChanged 24066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 252937 members 
Entering Unmasked Estep 
Score: -12267105.000000 Penalty: 1140.277222
	Iteration 4F: 3 clusters Score -1.22671e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 267484 members 
Entering Unmasked Estep 
Score: -12282393.000000 Penalty: 1140.277222
	Iteration 5F: 3 clusters Score -1.228239e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 273414 members 
Entering Unmasked Estep 
Score: -12288353.000000 Penalty: 1140.277222
	Iteration 6Q: 3 clusters Score -1.228835e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 275376 members 
Entering Unmasked Estep 
Score: -12290108.000000 Penalty: 1140.277222
	Iteration 7Q: 3 clusters Score -1.229011e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 275978 members 
Entering Unmasked Estep 
Score: -12290686.000000 Penalty: 1140.277222
	Iteration 8Q: 3 clusters Score -1.229069e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 276153 members 
Entering Unmasked Estep 
Score: -12290967.000000 Penalty: 1140.277222
	Iteration 9Q: 3 clusters Score -1.229097e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 276170 members 
Entering Unmasked Estep 
Score: -12291058.000000 Penalty: 1140.277222
	Iteration 10Q: 3 clusters Score -1.229106e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 276166 members 
Entering Unmasked Estep 
Score: -12291126.000000 Penalty: 1140.277222
	Iteration 11Q: 3 clusters Score -1.229113e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 276139 members 
Entering Unmasked Estep 
Score: -12291167.000000 Penalty: 1140.277222
	Iteration 12Q: 3 clusters Score -1.229117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 276113 members 
Entering Unmasked Estep 
Score: -12291222.000000 Penalty: 1140.277222
	Iteration 13Q: 3 clusters Score -1.229122e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 276081 members 
Entering Unmasked Estep 
Score: -12291241.000000 Penalty: 1140.277222
	Iteration 14Q: 3 clusters Score -1.229124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 276055 members 
Entering Unmasked Estep 
Score: -12291280.000000 Penalty: 1140.277222
	Iteration 15Q: 3 clusters Score -1.229128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 276017 members 
Entering Unmasked Estep 
Score: -12291302.000000 Penalty: 1140.277222
	Iteration 16Q: 3 clusters Score -1.22913e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 275978 members 
Entering Unmasked Estep 
Score: -12291310.000000 Penalty: 1140.277222
	Iteration 17Q: 3 clusters Score -1.229131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 275939 members 
Entering Unmasked Estep 
Score: -12291339.000000 Penalty: 1140.277222
	Iteration 18Q: 3 clusters Score -1.229134e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 275908 members 
Entering Unmasked Estep 
Score: -12291383.000000 Penalty: 1140.277222
	Iteration 19Q: 3 clusters Score -1.229138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 275887 members 
Entering Unmasked Estep 
Score: -12291405.000000 Penalty: 1140.277222
	Iteration 20F: 3 clusters Score -1.22914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 275851 members 
Entering Unmasked Estep 
Score: -12291412.000000 Penalty: 1140.277222
	Iteration 21Q: 3 clusters Score -1.229141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 275826 members 
Entering Unmasked Estep 
Score: -12291429.000000 Penalty: 1140.277222
	Iteration 22Q: 3 clusters Score -1.229143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 275800 members 
Entering Unmasked Estep 
Score: -12291434.000000 Penalty: 1140.277222
	Iteration 23Q: 3 clusters Score -1.229143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 275785 members 
Entering Unmasked Estep 
Score: -12291441.000000 Penalty: 1140.277222
	Iteration 24Q: 3 clusters Score -1.229144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 275773 members 
Entering Unmasked Estep 
Score: -12291445.000000 Penalty: 1140.277222
	Iteration 25Q: 3 clusters Score -1.229144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 275765 members 
Entering Unmasked Estep 
Score: -12291447.000000 Penalty: 1140.277222
	Iteration 26Q: 3 clusters Score -1.229145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 275762 members 
Entering Unmasked Estep 
Score: -12291440.000000 Penalty: 1140.277222
	Iteration 27Q: 3 clusters Score -1.229144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 275766 members 
Entering Unmasked Estep 
Score: -12291436.000000 Penalty: 1140.277222
	Iteration 28Q: 3 clusters Score -1.229144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 275767 members 
Entering Unmasked Estep 
Score: -12291449.000000 Penalty: 1140.277222
	Iteration 29Q: 3 clusters Score -1.229145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 275769 members 
Entering Unmasked Estep 
Score: -12291447.000000 Penalty: 1140.277222
	Iteration 30Q: 3 clusters Score -1.229145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 275772 members 
Entering Unmasked Estep 
Score: -12291443.000000 Penalty: 1140.277222
	Iteration 31Q: 3 clusters Score -1.229144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 275776 members 
Entering Unmasked Estep 
Score: -12291457.000000 Penalty: 1140.277222
	Iteration 32Q: 3 clusters Score -1.229146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 275777 members 
Entering Unmasked Estep 
Score: -12291452.000000 Penalty: 1140.277222
	Iteration 33Q: 3 clusters Score -1.229145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 275777 members 
Entering Unmasked Estep 
Score: -12291452.000000 Penalty: 1140.277222
	Iteration 34F: 3 clusters Score -1.229145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -105138.789062 Penalty: 356.374695
	Iteration 0F: 2 clusters Score -105138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -103378.140625 Penalty: 712.749390
	Iteration 0F: 3 clusters Score -103378.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -104093.046875 Penalty: 712.749390
	Iteration 1F: 3 clusters Score -104093 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -104255.148438 Penalty: 712.749390
	Iteration 2F: 3 clusters Score -104255.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -104424.554688 Penalty: 712.749390
	Iteration 3F: 3 clusters Score -104424.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -104564.046875 Penalty: 712.749390
	Iteration 4F: 3 clusters Score -104564 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -104669.335938 Penalty: 712.749390
	Iteration 5Q: 3 clusters Score -104669.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -104738.398438 Penalty: 712.749390
	Iteration 6Q: 3 clusters Score -104738.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -104776.171875 Penalty: 712.749390
	Iteration 7Q: 3 clusters Score -104776.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -104802.632812 Penalty: 712.749390
	Iteration 8Q: 3 clusters Score -104802.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -104828.187500 Penalty: 712.749390
	Iteration 9Q: 3 clusters Score -104828.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -104854.937500 Penalty: 712.749390
	Iteration 10Q: 3 clusters Score -104854.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -104870.304688 Penalty: 712.749390
	Iteration 11Q: 3 clusters Score -104870.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -104880.437500 Penalty: 712.749390
	Iteration 12Q: 3 clusters Score -104880.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -104884.945312 Penalty: 712.749390
	Iteration 13Q: 3 clusters Score -104884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -104891.125000 Penalty: 712.749390
	Iteration 14Q: 3 clusters Score -104891.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -104894.750000 Penalty: 712.749390
	Iteration 15Q: 3 clusters Score -104894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -104895.992188 Penalty: 712.749390
	Iteration 16Q: 3 clusters Score -104896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -104897.718750 Penalty: 712.749390
	Iteration 17Q: 3 clusters Score -104897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -104899.093750 Penalty: 712.749390
	Iteration 18Q: 3 clusters Score -104899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -104899.679688 Penalty: 712.749390
	Iteration 19Q: 3 clusters Score -104899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -104900.679688 Penalty: 712.749390
	Iteration 20F: 3 clusters Score -104900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -104901.195312 Penalty: 712.749390
	Iteration 21Q: 3 clusters Score -104901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -104902.078125 Penalty: 712.749390
	Iteration 22Q: 3 clusters Score -104902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -104903.304688 Penalty: 712.749390
	Iteration 23Q: 3 clusters Score -104903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -104904.234375 Penalty: 712.749390
	Iteration 24Q: 3 clusters Score -104904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -104906.265625 Penalty: 712.749390
	Iteration 25Q: 3 clusters Score -104906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -104909.046875 Penalty: 712.749390
	Iteration 26Q: 3 clusters Score -104909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -104910.671875 Penalty: 712.749390
	Iteration 27Q: 3 clusters Score -104910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -104911.109375 Penalty: 712.749390
	Iteration 28Q: 3 clusters Score -104911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -104911.382812 Penalty: 712.749390
	Iteration 29Q: 3 clusters Score -104911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -104911.382812 Penalty: 712.749390
	Iteration 30F: 3 clusters Score -104911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (296479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296479 members 
Entering Unmasked Estep 
Score: -13218933.000000 Penalty: 573.287781
	Iteration 0F: 2 clusters Score -1.321893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -13018401.000000 Penalty: 1146.575562
	Iteration 0F: 3 clusters Score -1.30184e+07 nChanged 146198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 125597 members 
Entering Unmasked Estep 
Score: -13108481.000000 Penalty: 1146.575562
	Iteration 1F: 3 clusters Score -1.310848e+07 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185844 members 
Mstep: Class 2 contains 110635 members 
Entering Unmasked Estep 
Score: -13115968.000000 Penalty: 1146.575562
	Iteration 2F: 3 clusters Score -1.311597e+07 nChanged 22322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207728 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -13130730.000000 Penalty: 1146.575562
	Iteration 3F: 3 clusters Score -1.313073e+07 nChanged 28345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235867 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -13155588.000000 Penalty: 1146.575562
	Iteration 4F: 3 clusters Score -1.315559e+07 nChanged 28947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264750 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -13186413.000000 Penalty: 1146.575562
	Iteration 5F: 3 clusters Score -1.318641e+07 nChanged 20340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285086 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -13208544.000000 Penalty: 1146.575562
	Iteration 6F: 3 clusters Score -1.320854e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293711 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13216486.000000 Penalty: 1146.575562
	Iteration 7Q: 3 clusters Score -1.321649e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295970 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13218074.000000 Penalty: 1146.575562
	Iteration 8Q: 3 clusters Score -1.321807e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296376 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13218349.000000 Penalty: 1146.575562
	Iteration 9Q: 3 clusters Score -1.321835e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296422 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13218383.000000 Penalty: 1146.575562
	Iteration 10Q: 3 clusters Score -1.321838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296436 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -13218401.000000 Penalty: 1146.575562
	Iteration 11Q: 3 clusters Score -1.32184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296443 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -13218425.000000 Penalty: 1146.575562
	Iteration 12Q: 3 clusters Score -1.321842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296442 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -13218438.000000 Penalty: 1146.575562
	Iteration 13Q: 3 clusters Score -1.321844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296441 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -13218435.000000 Penalty: 1146.575562
	Iteration 14Q: 3 clusters Score -1.321844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296441 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -13218435.000000 Penalty: 1146.575562
	Iteration 15F: 3 clusters Score -1.321844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -35296.777344 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -35296.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -34498.070312 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -34498.07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34767.164062 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -34767.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34918.050781 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -34918.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35056.261719 Penalty: 627.230408
	Iteration 3F: 3 clusters Score -35056.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35146.203125 Penalty: 627.230408
	Iteration 4F: 3 clusters Score -35146.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35217.347656 Penalty: 627.230408
	Iteration 5F: 3 clusters Score -35217.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35249.226562 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -35249.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35286.824219 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -35286.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35317.011719 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -35317.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35351.277344 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -35351.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35359.859375 Penalty: 627.230408
	Iteration 10Q: 3 clusters Score -35359.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35363.308594 Penalty: 627.230408
	Iteration 11Q: 3 clusters Score -35363.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35365.320312 Penalty: 627.230408
	Iteration 12Q: 3 clusters Score -35365.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35367.089844 Penalty: 627.230408
	Iteration 13Q: 3 clusters Score -35367.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35367.089844 Penalty: 627.230408
	Iteration 14F: 3 clusters Score -35367.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 39301 members 
Mstep: Class 8 contains 226879 members 
Mstep: Class 9 contains 8476 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 276653 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 62 members 
Mstep: Class 21 contains 296479 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 267 members 
Entering Unmasked Estep 
Score: -46930812.000000 Penalty: 14572.699219
Splitting cluster 22 changes total score from -46930480.000000 to -46930812.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 39301 members 
Mstep: Class 8 contains 226879 members 
Mstep: Class 9 contains 8476 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 276653 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 21 contains 296479 members 
Mstep: Class 22 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931096.000000 Penalty: 14572.699219
Iteration 119Q: 24 clusters Score -4.69311e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 136217 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 9540 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 21167 members 
Mstep: Class 7 contains 39348 members 
Mstep: Class 8 contains 226476 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 29562 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 13762 members 
Mstep: Class 15 contains 17314 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 275910 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 296630 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931716.000000 Penalty: 14572.699219
Iteration 120F: 24 clusters Score -4.693172e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 136774 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 21185 members 
Mstep: Class 7 contains 39371 members 
Mstep: Class 8 contains 225989 members 
Mstep: Class 9 contains 8546 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 29858 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 13648 members 
Mstep: Class 15 contains 17310 members 
Mstep: Class 16 contains 150 members 
Mstep: Class 17 contains 275127 members 
Mstep: Class 18 contains 10148 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 296962 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931884.000000 Penalty: 14572.699219
Iteration 121Q: 24 clusters Score -4.693188e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 137409 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 9470 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 21184 members 
Mstep: Class 7 contains 39392 members 
Mstep: Class 8 contains 225507 members 
Mstep: Class 9 contains 8576 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 274185 members 
Mstep: Class 18 contains 10245 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 297414 members 
Mstep: Class 22 contains 807 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932144.000000 Penalty: 14572.699219
Iteration 122Q: 24 clusters Score -4.693214e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 138055 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 9434 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 21180 members 
Mstep: Class 7 contains 39400 members 
Mstep: Class 8 contains 225034 members 
Mstep: Class 9 contains 8612 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 30411 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 13403 members 
Mstep: Class 15 contains 17319 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 273130 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 298006 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932480.000000 Penalty: 14572.699219
Iteration 123Q: 24 clusters Score -4.693248e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 138679 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 21176 members 
Mstep: Class 7 contains 39399 members 
Mstep: Class 8 contains 224602 members 
Mstep: Class 9 contains 8651 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 30660 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 13268 members 
Mstep: Class 15 contains 17328 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 272012 members 
Mstep: Class 18 contains 10420 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 298656 members 
Mstep: Class 22 contains 837 members 
Mstep: Class 23 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932508.000000 Penalty: 14572.699219
Iteration 124Q: 24 clusters Score -4.693251e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 139261 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 9388 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 39402 members 
Mstep: Class 8 contains 224203 members 
Mstep: Class 9 contains 8678 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 30912 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 17337 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 270879 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 299335 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932732.000000 Penalty: 14572.699219
Iteration 125Q: 24 clusters Score -4.693273e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 139854 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 21164 members 
Mstep: Class 7 contains 39420 members 
Mstep: Class 8 contains 223821 members 
Mstep: Class 9 contains 8710 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 31175 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12994 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 269669 members 
Mstep: Class 18 contains 10580 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 300073 members 
Mstep: Class 22 contains 849 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932756.000000 Penalty: 14572.699219
Iteration 126Q: 24 clusters Score -4.693276e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 140474 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 9317 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 21139 members 
Mstep: Class 7 contains 39441 members 
Mstep: Class 8 contains 223452 members 
Mstep: Class 9 contains 8750 members 
Mstep: Class 10 contains 1386 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 31430 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 268341 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 300887 members 
Mstep: Class 22 contains 851 members 
Mstep: Class 23 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932480.000000 Penalty: 14572.699219
Iteration 127Q: 24 clusters Score -4.693248e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 141057 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 21107 members 
Mstep: Class 7 contains 39472 members 
Mstep: Class 8 contains 223193 members 
Mstep: Class 9 contains 8781 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 31671 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12760 members 
Mstep: Class 15 contains 17390 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 266934 members 
Mstep: Class 18 contains 10759 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 301712 members 
Mstep: Class 22 contains 853 members 
Mstep: Class 23 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 24 clusters Score -4.69325e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 141566 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 39474 members 
Mstep: Class 8 contains 223028 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 31913 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 12650 members 
Mstep: Class 15 contains 17409 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 265501 members 
Mstep: Class 18 contains 10867 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 302543 members 
Mstep: Class 22 contains 855 members 
Mstep: Class 23 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 24 clusters Score -4.693273e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 142092 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 21060 members 
Mstep: Class 7 contains 39480 members 
Mstep: Class 8 contains 222913 members 
Mstep: Class 9 contains 8837 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 32152 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 17428 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 264014 members 
Mstep: Class 18 contains 10995 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 303331 members 
Mstep: Class 22 contains 857 members 
Mstep: Class 23 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 24 clusters Score -4.693268e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 142605 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 39496 members 
Mstep: Class 8 contains 222934 members 
Mstep: Class 9 contains 8855 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 32372 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12436 members 
Mstep: Class 15 contains 17443 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 262483 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 304059 members 
Mstep: Class 22 contains 859 members 
Mstep: Class 23 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 24 clusters Score -4.693247e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 143101 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 21037 members 
Mstep: Class 7 contains 39497 members 
Mstep: Class 8 contains 222967 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 32602 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 260879 members 
Mstep: Class 18 contains 11266 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 304819 members 
Mstep: Class 22 contains 862 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932260.000000 Penalty: 14572.699219
Iteration 132Q: 24 clusters Score -4.693226e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 143584 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 21027 members 
Mstep: Class 7 contains 39491 members 
Mstep: Class 8 contains 223159 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 32823 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12224 members 
Mstep: Class 15 contains 17505 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 259204 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 305562 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 24 clusters Score -4.693205e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 144052 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 21010 members 
Mstep: Class 7 contains 39492 members 
Mstep: Class 8 contains 223381 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 1264 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 33042 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 17526 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 257610 members 
Mstep: Class 18 contains 11487 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 306205 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932028.000000 Penalty: 14572.699219
Iteration 134Q: 24 clusters Score -4.693203e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 144543 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 39479 members 
Mstep: Class 8 contains 223726 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 33274 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 12026 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 255990 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 306708 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 24 clusters Score -4.693189e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 145011 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 39460 members 
Mstep: Class 8 contains 224039 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 33528 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11914 members 
Mstep: Class 15 contains 17585 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 254313 members 
Mstep: Class 18 contains 11789 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 307276 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932056.000000 Penalty: 14572.699219
Iteration 136Q: 24 clusters Score -4.693206e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 145428 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 20954 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 224390 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 33811 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11807 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 252662 members 
Mstep: Class 18 contains 11990 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 307762 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 24 clusters Score -4.693218e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 145697 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 224747 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 34130 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11711 members 
Mstep: Class 15 contains 17657 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 251114 members 
Mstep: Class 18 contains 12206 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 308228 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 24 clusters Score -4.69324e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 145946 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 20917 members 
Mstep: Class 7 contains 39389 members 
Mstep: Class 8 contains 225154 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 34425 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 249615 members 
Mstep: Class 18 contains 12420 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 308671 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932528.000000 Penalty: 14572.699219
Iteration 139Q: 24 clusters Score -4.693253e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 146195 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 20901 members 
Mstep: Class 7 contains 39373 members 
Mstep: Class 8 contains 225597 members 
Mstep: Class 9 contains 9170 members 
Mstep: Class 10 contains 1167 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 34708 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 17720 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 248048 members 
Mstep: Class 18 contains 12655 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 309133 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932508.000000 Penalty: 14572.699219
Iteration 140F: 24 clusters Score -4.693251e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 146480 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 20892 members 
Mstep: Class 7 contains 39345 members 
Mstep: Class 8 contains 226097 members 
Mstep: Class 9 contains 9218 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 34964 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 17755 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 246429 members 
Mstep: Class 18 contains 12863 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 309603 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -4.693272e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 146713 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 20882 members 
Mstep: Class 7 contains 39323 members 
Mstep: Class 8 contains 226597 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35247 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11384 members 
Mstep: Class 15 contains 17783 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 244838 members 
Mstep: Class 18 contains 13070 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 310054 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -4.693274e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 146959 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 39311 members 
Mstep: Class 8 contains 227139 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 35527 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 17807 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 243192 members 
Mstep: Class 18 contains 13271 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 310495 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
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Iteration 143Q: 24 clusters Score -4.693241e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 147170 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 39292 members 
Mstep: Class 8 contains 227702 members 
Mstep: Class 9 contains 9328 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 35817 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 17827 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 241556 members 
Mstep: Class 18 contains 13460 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 310942 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -4.693248e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 147401 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 8955 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 39289 members 
Mstep: Class 8 contains 228277 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 36137 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 17844 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 239832 members 
Mstep: Class 18 contains 13642 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 311435 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
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Iteration 145Q: 24 clusters Score -4.69326e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 147683 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 8951 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 20900 members 
Mstep: Class 7 contains 39255 members 
Mstep: Class 8 contains 228951 members 
Mstep: Class 9 contains 9379 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 36426 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11226 members 
Mstep: Class 15 contains 17851 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 238033 members 
Mstep: Class 18 contains 13817 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 311888 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -4.693242e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 147972 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 8936 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 39227 members 
Mstep: Class 8 contains 229624 members 
Mstep: Class 9 contains 9404 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 36707 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 17853 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 236272 members 
Mstep: Class 18 contains 13997 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 312295 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
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Iteration 147Q: 24 clusters Score -4.693248e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 148312 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 20962 members 
Mstep: Class 7 contains 39198 members 
Mstep: Class 8 contains 230285 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 36980 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 17864 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 234449 members 
Mstep: Class 18 contains 14192 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 312726 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932520.000000 Penalty: 14572.699219
Iteration 148Q: 24 clusters Score -4.693252e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 148607 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 39182 members 
Mstep: Class 8 contains 230985 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 12 contains 37285 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 17886 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232678 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 313075 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932476.000000 Penalty: 14572.699219
Iteration 149Q: 24 clusters Score -4.693248e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 148853 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 20990 members 
Mstep: Class 7 contains 39175 members 
Mstep: Class 8 contains 231655 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 4724 members 
Mstep: Class 12 contains 37548 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 17905 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 230992 members 
Mstep: Class 18 contains 14569 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 313426 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932392.000000 Penalty: 14572.699219
Iteration 150Q: 24 clusters Score -4.693239e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 149029 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 8880 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 39175 members 
Mstep: Class 8 contains 232336 members 
Mstep: Class 9 contains 9498 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 37857 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 17922 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 229327 members 
Mstep: Class 18 contains 14767 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 313778 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932408.000000 Penalty: 14572.699219
Iteration 151Q: 24 clusters Score -4.693241e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 149218 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 8870 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 21006 members 
Mstep: Class 7 contains 39165 members 
Mstep: Class 8 contains 233065 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 4742 members 
Mstep: Class 12 contains 38186 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 17941 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 227583 members 
Mstep: Class 18 contains 14956 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 314162 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932408.000000 Penalty: 14572.699219
Iteration 152Q: 24 clusters Score -4.693241e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 149417 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 8849 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 21021 members 
Mstep: Class 7 contains 39164 members 
Mstep: Class 8 contains 233791 members 
Mstep: Class 9 contains 9540 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 38509 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11062 members 
Mstep: Class 15 contains 17954 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 225874 members 
Mstep: Class 18 contains 15152 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 314495 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932452.000000 Penalty: 14572.699219
Iteration 153Q: 24 clusters Score -4.693245e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 149670 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 8839 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 21038 members 
Mstep: Class 7 contains 39152 members 
Mstep: Class 8 contains 234522 members 
Mstep: Class 9 contains 9557 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 12 contains 38807 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 17973 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 224217 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 314728 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932560.000000 Penalty: 14572.699219
Iteration 154Q: 24 clusters Score -4.693256e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 149880 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 39155 members 
Mstep: Class 8 contains 235309 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 4722 members 
Mstep: Class 12 contains 39099 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 18000 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 222612 members 
Mstep: Class 18 contains 15568 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 314884 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932540.000000 Penalty: 14572.699219
Iteration 155Q: 24 clusters Score -4.693254e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 150077 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 21064 members 
Mstep: Class 7 contains 39155 members 
Mstep: Class 8 contains 236104 members 
Mstep: Class 9 contains 9588 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 39397 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 18025 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 221024 members 
Mstep: Class 18 contains 15755 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315043 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932428.000000 Penalty: 14572.699219
Iteration 156Q: 24 clusters Score -4.693243e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 150271 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 8812 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 21074 members 
Mstep: Class 7 contains 39170 members 
Mstep: Class 8 contains 236908 members 
Mstep: Class 9 contains 9601 members 
Mstep: Class 10 contains 836 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 39670 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 18053 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 219457 members 
Mstep: Class 18 contains 15913 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315214 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932452.000000 Penalty: 14572.699219
Iteration 157Q: 24 clusters Score -4.693245e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 150493 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 21076 members 
Mstep: Class 7 contains 39187 members 
Mstep: Class 8 contains 237716 members 
Mstep: Class 9 contains 9626 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 39925 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 18072 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 217843 members 
Mstep: Class 18 contains 16088 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315387 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932716.000000 Penalty: 14572.699219
Iteration 158Q: 24 clusters Score -4.693272e+07 nChanged 3538
Entering ConstructFrom: 
Score: -46932716.000000 Penalty: 14572.699219
Entering ConstructFrom: 
Trying to split cluster 1 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -607638.625000 Penalty: 433.291290
	Iteration 0F: 2 clusters Score -607638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -598674.062500 Penalty: 866.582581
	Iteration 0F: 3 clusters Score -598674.1 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -602639.312500 Penalty: 866.582581
	Iteration 1F: 3 clusters Score -602639.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -603182.062500 Penalty: 866.582581
	Iteration 2F: 3 clusters Score -603182.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -603998.375000 Penalty: 866.582581
	Iteration 3F: 3 clusters Score -603998.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -605079.250000 Penalty: 866.582581
	Iteration 4F: 3 clusters Score -605079.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -606126.625000 Penalty: 866.582581
	Iteration 5F: 3 clusters Score -606126.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -606774.812500 Penalty: 866.582581
	Iteration 6Q: 3 clusters Score -606774.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -607059.125000 Penalty: 866.582581
	Iteration 7Q: 3 clusters Score -607059.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -607173.000000 Penalty: 866.582581
	Iteration 8Q: 3 clusters Score -607173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -607208.625000 Penalty: 866.582581
	Iteration 9Q: 3 clusters Score -607208.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -607226.125000 Penalty: 866.582581
	Iteration 10Q: 3 clusters Score -607226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -607232.062500 Penalty: 866.582581
	Iteration 11Q: 3 clusters Score -607232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -607233.875000 Penalty: 866.582581
	Iteration 12Q: 3 clusters Score -607233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -607238.437500 Penalty: 866.582581
	Iteration 13Q: 3 clusters Score -607238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -607244.187500 Penalty: 866.582581
	Iteration 14Q: 3 clusters Score -607244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -607254.312500 Penalty: 866.582581
	Iteration 15Q: 3 clusters Score -607254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -607257.125000 Penalty: 866.582581
	Iteration 16Q: 3 clusters Score -607257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -607259.625000 Penalty: 866.582581
	Iteration 17Q: 3 clusters Score -607259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -607263.937500 Penalty: 866.582581
	Iteration 18Q: 3 clusters Score -607263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -607267.375000 Penalty: 866.582581
	Iteration 19Q: 3 clusters Score -607267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -607268.187500 Penalty: 866.582581
	Iteration 20F: 3 clusters Score -607268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -607268.312500 Penalty: 866.582581
	Iteration 21Q: 3 clusters Score -607268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -607268.312500 Penalty: 866.582581
	Iteration 22F: 3 clusters Score -607268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Entering Unmasked Estep 
Score: -6651556.000000 Penalty: 542.503784
	Iteration 0F: 2 clusters Score -6651556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -6549298.500000 Penalty: 1085.007568
	Iteration 0F: 3 clusters Score -6549298 nChanged 73749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -6593001.500000 Penalty: 1085.007568
	Iteration 1F: 3 clusters Score -6593002 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -6594307.000000 Penalty: 1085.007568
	Iteration 2Q: 3 clusters Score -6594307 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -6596199.500000 Penalty: 1085.007568
	Iteration 3Q: 3 clusters Score -6596200 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -6599253.000000 Penalty: 1085.007568
	Iteration 4Q: 3 clusters Score -6599253 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -6604413.500000 Penalty: 1085.007568
	Iteration 5F: 3 clusters Score -6604414 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -6612564.000000 Penalty: 1085.007568
	Iteration 6F: 3 clusters Score -6612564 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -6621144.000000 Penalty: 1085.007568
	Iteration 7F: 3 clusters Score -6621144 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -6626079.500000 Penalty: 1085.007568
	Iteration 8F: 3 clusters Score -6626080 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -6627794.500000 Penalty: 1085.007568
	Iteration 9Q: 3 clusters Score -6627794 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -6628712.000000 Penalty: 1085.007568
	Iteration 10Q: 3 clusters Score -6628712 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -6629671.000000 Penalty: 1085.007568
	Iteration 11Q: 3 clusters Score -6629671 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -6630698.000000 Penalty: 1085.007568
	Iteration 12Q: 3 clusters Score -6630698 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -6631777.500000 Penalty: 1085.007568
	Iteration 13Q: 3 clusters Score -6631778 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -6633055.500000 Penalty: 1085.007568
	Iteration 14Q: 3 clusters Score -6633056 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
Score: -6634571.500000 Penalty: 1085.007568
	Iteration 15Q: 3 clusters Score -6634572 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -6636558.500000 Penalty: 1085.007568
	Iteration 16Q: 3 clusters Score -6636558 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -6639026.500000 Penalty: 1085.007568
	Iteration 17Q: 3 clusters Score -6639026 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 113881 members 
Entering Unmasked Estep 
Score: -6641985.000000 Penalty: 1085.007568
	Iteration 18Q: 3 clusters Score -6641985 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -6645281.000000 Penalty: 1085.007568
	Iteration 19Q: 3 clusters Score -6645281 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -6648041.000000 Penalty: 1085.007568
	Iteration 20F: 3 clusters Score -6648041 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -6649969.500000 Penalty: 1085.007568
	Iteration 21Q: 3 clusters Score -6649970 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -6651150.500000 Penalty: 1085.007568
	Iteration 22Q: 3 clusters Score -6651150 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -6651798.000000 Penalty: 1085.007568
	Iteration 23Q: 3 clusters Score -6651798 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 114160 members 
Entering Unmasked Estep 
Score: -6652134.000000 Penalty: 1085.007568
	Iteration 24Q: 3 clusters Score -6652134 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -6652295.500000 Penalty: 1085.007568
	Iteration 25Q: 3 clusters Score -6652296 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -6652354.500000 Penalty: 1085.007568
	Iteration 26Q: 3 clusters Score -6652354 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -6652356.000000 Penalty: 1085.007568
	Iteration 27Q: 3 clusters Score -6652356 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -6652390.500000 Penalty: 1085.007568
	Iteration 28Q: 3 clusters Score -6652390 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -6652405.500000 Penalty: 1085.007568
	Iteration 29Q: 3 clusters Score -6652406 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -6652411.500000 Penalty: 1085.007568
	Iteration 30Q: 3 clusters Score -6652412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -6652404.000000 Penalty: 1085.007568
	Iteration 31Q: 3 clusters Score -6652404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 113586 members 
Entering Unmasked Estep 
Score: -6652419.500000 Penalty: 1085.007568
	Iteration 32Q: 3 clusters Score -6652420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -6652421.000000 Penalty: 1085.007568
	Iteration 33Q: 3 clusters Score -6652421 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 113417 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6652405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -6652398.000000 Penalty: 1085.007568
	Iteration 35Q: 3 clusters Score -6652398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -6652392.500000 Penalty: 1085.007568
	Iteration 36Q: 3 clusters Score -6652392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -6652400.500000 Penalty: 1085.007568
	Iteration 37Q: 3 clusters Score -6652400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6652389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6652391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -6652394.500000 Penalty: 1085.007568
	Iteration 40F: 3 clusters Score -6652394 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6652400 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -6652412.500000 Penalty: 1085.007568
	Iteration 42Q: 3 clusters Score -6652412 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -6652417.000000 Penalty: 1085.007568
	Iteration 43Q: 3 clusters Score -6652417 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6652411 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6652394 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -6652409.000000 Penalty: 1085.007568
	Iteration 46Q: 3 clusters Score -6652409 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -6652431.500000 Penalty: 1085.007568
	Iteration 47Q: 3 clusters Score -6652432 nChanged 92
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Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -6652426.000000 Penalty: 1085.007568
	Iteration 48Q: 3 clusters Score -6652426 nChanged 84
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Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -6652415.000000 Penalty: 1085.007568
	Iteration 49Q: 3 clusters Score -6652415 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -6652421.500000 Penalty: 1085.007568
	Iteration 50Q: 3 clusters Score -6652422 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6652421 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6652415 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -6652423.000000 Penalty: 1085.007568
	Iteration 53Q: 3 clusters Score -6652423 nChanged 52
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Mstep: Class 1 contains 38831 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6652416 nChanged 59
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Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6652405 nChanged 65
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Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -6652410.500000 Penalty: 1085.007568
	Iteration 56Q: 3 clusters Score -6652410 nChanged 65
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Mstep: Class 1 contains 39020 members 
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Entering Unmasked Estep 
Score: -6652414.500000 Penalty: 1085.007568
	Iteration 57Q: 3 clusters Score -6652414 nChanged 52
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Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 111645 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6652400 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39119 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6652398 nChanged 38
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Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 111560 members 
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	Iteration 60F: 3 clusters Score -6652390 nChanged 37
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Mstep: Class 1 contains 39194 members 
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	Iteration 61Q: 3 clusters Score -6652387 nChanged 37
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Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -6652382.000000 Penalty: 1085.007568
	Iteration 62Q: 3 clusters Score -6652382 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39273 members 
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Score: -6652380.000000 Penalty: 1085.007568
	Iteration 63Q: 3 clusters Score -6652380 nChanged 38
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Mstep: Class 1 contains 39311 members 
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	Iteration 64Q: 3 clusters Score -6652384 nChanged 34
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6652388 nChanged 35
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Mstep: Class 1 contains 39380 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6652394 nChanged 40
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Mstep: Class 1 contains 39420 members 
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	Iteration 67Q: 3 clusters Score -6652378 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39465 members 
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	Iteration 68Q: 3 clusters Score -6652378 nChanged 38
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Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6652382 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -6652381.000000 Penalty: 1085.007568
	Iteration 70Q: 3 clusters Score -6652381 nChanged 42
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Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6652374 nChanged 47
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Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 111092 members 
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	Iteration 72Q: 3 clusters Score -6652386 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6652400 nChanged 40
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 111011 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6652394 nChanged 42
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Mstep: Class 1 contains 39748 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6652392 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39792 members 
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	Iteration 76Q: 3 clusters Score -6652385 nChanged 37
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Entering Unmasked Estep 
Score: -6652379.500000 Penalty: 1085.007568
	Iteration 77Q: 3 clusters Score -6652380 nChanged 36
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Mstep: Class 1 contains 39865 members 
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	Iteration 78Q: 3 clusters Score -6652385 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39894 members 
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Entering Unmasked Estep 
Score: -6652401.500000 Penalty: 1085.007568
	Iteration 79Q: 3 clusters Score -6652402 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6652394 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39954 members 
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	Iteration 81Q: 3 clusters Score -6652392 nChanged 38
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	Iteration 82Q: 3 clusters Score -6652395 nChanged 44
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Mstep: Class 1 contains 40036 members 
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Entering Unmasked Estep 
Score: -6652406.500000 Penalty: 1085.007568
	Iteration 83Q: 3 clusters Score -6652406 nChanged 34
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Mstep: Class 1 contains 40070 members 
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	Iteration 84Q: 3 clusters Score -6652400 nChanged 41
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	Iteration 85Q: 3 clusters Score -6652400 nChanged 51
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Entering Unmasked Estep 
Score: -6652403.500000 Penalty: 1085.007568
	Iteration 86Q: 3 clusters Score -6652404 nChanged 44
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Mstep: Class 1 contains 40206 members 
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	Iteration 87Q: 3 clusters Score -6652399 nChanged 31
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	Iteration 88Q: 3 clusters Score -6652392 nChanged 31
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Mstep: Class 1 contains 40268 members 
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	Iteration 89Q: 3 clusters Score -6652396 nChanged 25
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Mstep: Class 1 contains 40293 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6652392 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40310 members 
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	Iteration 91Q: 3 clusters Score -6652384 nChanged 10
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Mstep: Class 1 contains 40320 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6652390 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40335 members 
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Entering Unmasked Estep 
Score: -6652387.500000 Penalty: 1085.007568
	Iteration 93Q: 3 clusters Score -6652388 nChanged 14
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Mstep: Class 1 contains 40349 members 
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	Iteration 94Q: 3 clusters Score -6652389 nChanged 10
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Mstep: Class 1 contains 40359 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6652386 nChanged 10
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	Iteration 96Q: 3 clusters Score -6652392 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6652396 nChanged 4
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Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6652400 nChanged 5
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	Iteration 99Q: 3 clusters Score -6652395 nChanged 3
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	Iteration 100F: 3 clusters Score -6652394 nChanged 3
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	Iteration 101Q: 3 clusters Score -6652397 nChanged 1
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	Iteration 102Q: 3 clusters Score -6652396 nChanged 2
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	Iteration 103Q: 3 clusters Score -6652395 nChanged 4
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	Iteration 104Q: 3 clusters Score -6652391 nChanged 3
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	Iteration 105Q: 3 clusters Score -6652389 nChanged 4
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	Iteration 106Q: 3 clusters Score -6652394 nChanged 6
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	Iteration 107Q: 3 clusters Score -6652390 nChanged 6
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	Iteration 108Q: 3 clusters Score -6652378 nChanged 5
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	Iteration 109Q: 3 clusters Score -6652382 nChanged 7
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	Iteration 110Q: 3 clusters Score -6652379 nChanged 10
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	Iteration 111Q: 3 clusters Score -6652378 nChanged 7
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6652388 nChanged 6
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	Iteration 113Q: 3 clusters Score -6652384 nChanged 7
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	Iteration 114Q: 3 clusters Score -6652396 nChanged 7
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	Iteration 115Q: 3 clusters Score -6652396 nChanged 7
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	Iteration 116Q: 3 clusters Score -6652397 nChanged 5
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6652400 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6652392 nChanged 7
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	Iteration 119Q: 3 clusters Score -6652396 nChanged 4
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6652394 nChanged 8
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	Iteration 121Q: 3 clusters Score -6652392 nChanged 6
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Entering Unmasked Estep 
Score: -6652392.500000 Penalty: 1085.007568
	Iteration 122Q: 3 clusters Score -6652392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 110214 members 
Entering Unmasked Estep 
Score: -6652395.500000 Penalty: 1085.007568
	Iteration 123Q: 3 clusters Score -6652396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -6652390.500000 Penalty: 1085.007568
	Iteration 124Q: 3 clusters Score -6652390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -6652391.500000 Penalty: 1085.007568
	Iteration 125Q: 3 clusters Score -6652392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -6652390.500000 Penalty: 1085.007568
	Iteration 126Q: 3 clusters Score -6652390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -6652390.500000 Penalty: 1085.007568
	Iteration 127Q: 3 clusters Score -6652390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -6652390.500000 Penalty: 1085.007568
	Iteration 128F: 3 clusters Score -6652390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 40522 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 8756 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 238602 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 40184 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 216256 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315435 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 110195 members 
Entering Unmasked Estep 
Score: -46933980.000000 Penalty: 15206.294922
Splitting cluster 2 changes total score from -46932716.000000 to -46933980.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -103805.203125 Penalty: 354.212463
	Iteration 0F: 2 clusters Score -103805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -102112.695312 Penalty: 708.424927
	Iteration 0F: 3 clusters Score -102112.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -102658.890625 Penalty: 708.424927
	Iteration 1F: 3 clusters Score -102658.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -102715.875000 Penalty: 708.424927
	Iteration 2F: 3 clusters Score -102715.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -102762.007812 Penalty: 708.424927
	Iteration 3Q: 3 clusters Score -102762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -102790.554688 Penalty: 708.424927
	Iteration 4Q: 3 clusters Score -102790.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -102813.687500 Penalty: 708.424927
	Iteration 5Q: 3 clusters Score -102813.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -102843.742188 Penalty: 708.424927
	Iteration 6Q: 3 clusters Score -102843.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -102877.773438 Penalty: 708.424927
	Iteration 7Q: 3 clusters Score -102877.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -102903.132812 Penalty: 708.424927
	Iteration 8Q: 3 clusters Score -102903.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -102935.359375 Penalty: 708.424927
	Iteration 9Q: 3 clusters Score -102935.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -102969.320312 Penalty: 708.424927
	Iteration 10Q: 3 clusters Score -102969.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -103009.195312 Penalty: 708.424927
	Iteration 11Q: 3 clusters Score -103009.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -103059.500000 Penalty: 708.424927
	Iteration 12Q: 3 clusters Score -103059.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -103095.695312 Penalty: 708.424927
	Iteration 13Q: 3 clusters Score -103095.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -103132.218750 Penalty: 708.424927
	Iteration 14Q: 3 clusters Score -103132.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -103152.398438 Penalty: 708.424927
	Iteration 15Q: 3 clusters Score -103152.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -103161.085938 Penalty: 708.424927
	Iteration 16Q: 3 clusters Score -103161.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -103171.898438 Penalty: 708.424927
	Iteration 17Q: 3 clusters Score -103171.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -103182.281250 Penalty: 708.424927
	Iteration 18Q: 3 clusters Score -103182.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -103193.976562 Penalty: 708.424927
	Iteration 19Q: 3 clusters Score -103194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -103209.937500 Penalty: 708.424927
	Iteration 20F: 3 clusters Score -103209.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -103238.625000 Penalty: 708.424927
	Iteration 21Q: 3 clusters Score -103238.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -103261.523438 Penalty: 708.424927
	Iteration 22Q: 3 clusters Score -103261.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -103284.937500 Penalty: 708.424927
	Iteration 23Q: 3 clusters Score -103284.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -103308.468750 Penalty: 708.424927
	Iteration 24Q: 3 clusters Score -103308.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -103337.476562 Penalty: 708.424927
	Iteration 25Q: 3 clusters Score -103337.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -103358.875000 Penalty: 708.424927
	Iteration 26Q: 3 clusters Score -103358.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -103386.187500 Penalty: 708.424927
	Iteration 27Q: 3 clusters Score -103386.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -103411.585938 Penalty: 708.424927
	Iteration 28Q: 3 clusters Score -103411.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -103439.703125 Penalty: 708.424927
	Iteration 29Q: 3 clusters Score -103439.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -103465.632812 Penalty: 708.424927
	Iteration 30Q: 3 clusters Score -103465.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -103485.218750 Penalty: 708.424927
	Iteration 31Q: 3 clusters Score -103485.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -103501.242188 Penalty: 708.424927
	Iteration 32Q: 3 clusters Score -103501.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -103511.664062 Penalty: 708.424927
	Iteration 33Q: 3 clusters Score -103511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -103518.132812 Penalty: 708.424927
	Iteration 34Q: 3 clusters Score -103518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -103523.250000 Penalty: 708.424927
	Iteration 35Q: 3 clusters Score -103523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -103526.398438 Penalty: 708.424927
	Iteration 36Q: 3 clusters Score -103526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -103527.242188 Penalty: 708.424927
	Iteration 37Q: 3 clusters Score -103527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -103528.062500 Penalty: 708.424927
	Iteration 38Q: 3 clusters Score -103528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103527.945312 Penalty: 708.424927
	Iteration 39Q: 3 clusters Score -103527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103530.781250 Penalty: 708.424927
	Iteration 40F: 3 clusters Score -103530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103532.085938 Penalty: 708.424927
	Iteration 41Q: 3 clusters Score -103532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -103532.867188 Penalty: 708.424927
	Iteration 42Q: 3 clusters Score -103532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -103533.242188 Penalty: 708.424927
	Iteration 43Q: 3 clusters Score -103533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -103534.351562 Penalty: 708.424927
	Iteration 44Q: 3 clusters Score -103534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -103535.929688 Penalty: 708.424927
	Iteration 45Q: 3 clusters Score -103535.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -103538.562500 Penalty: 708.424927
	Iteration 46Q: 3 clusters Score -103538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -103540.375000 Penalty: 708.424927
	Iteration 47Q: 3 clusters Score -103540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -103541.250000 Penalty: 708.424927
	Iteration 48Q: 3 clusters Score -103541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -103542.101562 Penalty: 708.424927
	Iteration 49Q: 3 clusters Score -103542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -103543.937500 Penalty: 708.424927
	Iteration 50Q: 3 clusters Score -103543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -103543.945312 Penalty: 708.424927
	Iteration 51Q: 3 clusters Score -103543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -103544.343750 Penalty: 708.424927
	Iteration 52Q: 3 clusters Score -103544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -103544.625000 Penalty: 708.424927
	Iteration 53Q: 3 clusters Score -103544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -103544.750000 Penalty: 708.424927
	Iteration 54Q: 3 clusters Score -103544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -103544.750000 Penalty: 708.424927
	Iteration 55F: 3 clusters Score -103544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -382269.093750 Penalty: 413.026001
	Iteration 0F: 2 clusters Score -382269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -376370.531250 Penalty: 826.052002
	Iteration 0F: 3 clusters Score -376370.5 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -378853.906250 Penalty: 826.052002
	Iteration 1F: 3 clusters Score -378853.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -379125.187500 Penalty: 826.052002
	Iteration 2F: 3 clusters Score -379125.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -379454.687500 Penalty: 826.052002
	Iteration 3F: 3 clusters Score -379454.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -379984.937500 Penalty: 826.052002
	Iteration 4F: 3 clusters Score -379984.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -380671.875000 Penalty: 826.052002
	Iteration 5F: 3 clusters Score -380671.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -381256.875000 Penalty: 826.052002
	Iteration 6F: 3 clusters Score -381256.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -381601.218750 Penalty: 826.052002
	Iteration 7Q: 3 clusters Score -381601.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -381800.406250 Penalty: 826.052002
	Iteration 8Q: 3 clusters Score -381800.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -381905.781250 Penalty: 826.052002
	Iteration 9Q: 3 clusters Score -381905.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -381981.312500 Penalty: 826.052002
	Iteration 10Q: 3 clusters Score -381981.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -382034.906250 Penalty: 826.052002
	Iteration 11Q: 3 clusters Score -382034.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -382086.906250 Penalty: 826.052002
	Iteration 12Q: 3 clusters Score -382086.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -382122.593750 Penalty: 826.052002
	Iteration 13Q: 3 clusters Score -382122.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -382139.218750 Penalty: 826.052002
	Iteration 14Q: 3 clusters Score -382139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -382150.562500 Penalty: 826.052002
	Iteration 15Q: 3 clusters Score -382150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -382155.937500 Penalty: 826.052002
	Iteration 16Q: 3 clusters Score -382155.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -382158.531250 Penalty: 826.052002
	Iteration 17Q: 3 clusters Score -382158.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -382160.531250 Penalty: 826.052002
	Iteration 18Q: 3 clusters Score -382160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -382163.281250 Penalty: 826.052002
	Iteration 19Q: 3 clusters Score -382163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -382163.500000 Penalty: 826.052002
	Iteration 20F: 3 clusters Score -382163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -382164.218750 Penalty: 826.052002
	Iteration 21Q: 3 clusters Score -382164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -382165.187500 Penalty: 826.052002
	Iteration 22Q: 3 clusters Score -382165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -382164.812500 Penalty: 826.052002
	Iteration 23Q: 3 clusters Score -382164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -382165.031250 Penalty: 826.052002
	Iteration 24Q: 3 clusters Score -382165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -382165.375000 Penalty: 826.052002
	Iteration 25Q: 3 clusters Score -382165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -382165.250000 Penalty: 826.052002
	Iteration 26Q: 3 clusters Score -382165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -382165.250000 Penalty: 826.052002
	Iteration 27F: 3 clusters Score -382165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -183406.015625 Penalty: 379.425537
	Iteration 0F: 2 clusters Score -183406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -180583.500000 Penalty: 758.851074
	Iteration 0F: 3 clusters Score -180583.5 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -181636.937500 Penalty: 758.851074
	Iteration 1F: 3 clusters Score -181636.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -181826.625000 Penalty: 758.851074
	Iteration 2F: 3 clusters Score -181826.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -182014.125000 Penalty: 758.851074
	Iteration 3F: 3 clusters Score -182014.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -182186.500000 Penalty: 758.851074
	Iteration 4F: 3 clusters Score -182186.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -182346.046875 Penalty: 758.851074
	Iteration 5Q: 3 clusters Score -182346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182484.593750 Penalty: 758.851074
	Iteration 6Q: 3 clusters Score -182484.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182591.062500 Penalty: 758.851074
	Iteration 7Q: 3 clusters Score -182591.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182661.296875 Penalty: 758.851074
	Iteration 8Q: 3 clusters Score -182661.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182726.000000 Penalty: 758.851074
	Iteration 9Q: 3 clusters Score -182726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182798.812500 Penalty: 758.851074
	Iteration 10Q: 3 clusters Score -182798.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -182851.156250 Penalty: 758.851074
	Iteration 11Q: 3 clusters Score -182851.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -182887.953125 Penalty: 758.851074
	Iteration 12Q: 3 clusters Score -182888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -182912.078125 Penalty: 758.851074
	Iteration 13Q: 3 clusters Score -182912.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182934.453125 Penalty: 758.851074
	Iteration 14Q: 3 clusters Score -182934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -182954.781250 Penalty: 758.851074
	Iteration 15Q: 3 clusters Score -182954.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -182974.484375 Penalty: 758.851074
	Iteration 16Q: 3 clusters Score -182974.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -182995.359375 Penalty: 758.851074
	Iteration 17Q: 3 clusters Score -182995.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183013.500000 Penalty: 758.851074
	Iteration 18Q: 3 clusters Score -183013.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -183029.343750 Penalty: 758.851074
	Iteration 19Q: 3 clusters Score -183029.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -183035.734375 Penalty: 758.851074
	Iteration 20F: 3 clusters Score -183035.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -183043.812500 Penalty: 758.851074
	Iteration 21Q: 3 clusters Score -183043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -183053.359375 Penalty: 758.851074
	Iteration 22Q: 3 clusters Score -183053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -183058.609375 Penalty: 758.851074
	Iteration 23Q: 3 clusters Score -183058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -183062.687500 Penalty: 758.851074
	Iteration 24Q: 3 clusters Score -183062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -183064.390625 Penalty: 758.851074
	Iteration 25Q: 3 clusters Score -183064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -183067.359375 Penalty: 758.851074
	Iteration 26Q: 3 clusters Score -183067.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -183070.343750 Penalty: 758.851074
	Iteration 27Q: 3 clusters Score -183070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -183071.984375 Penalty: 758.851074
	Iteration 28Q: 3 clusters Score -183072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -183073.234375 Penalty: 758.851074
	Iteration 29Q: 3 clusters Score -183073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -183073.656250 Penalty: 758.851074
	Iteration 30Q: 3 clusters Score -183073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -183074.468750 Penalty: 758.851074
	Iteration 31Q: 3 clusters Score -183074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -183074.406250 Penalty: 758.851074
	Iteration 32Q: 3 clusters Score -183074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -183074.406250 Penalty: 758.851074
	Iteration 33F: 3 clusters Score -183074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Entering Unmasked Estep 
Score: -929892.062500 Penalty: 453.016754
	Iteration 0F: 2 clusters Score -929892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -915806.375000 Penalty: 906.033508
	Iteration 0F: 3 clusters Score -915806.4 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -921628.500000 Penalty: 906.033508
	Iteration 1F: 3 clusters Score -921628.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -921787.312500 Penalty: 906.033508
	Iteration 2Q: 3 clusters Score -921787.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -921934.937500 Penalty: 906.033508
	Iteration 3Q: 3 clusters Score -921934.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -922079.937500 Penalty: 906.033508
	Iteration 4Q: 3 clusters Score -922079.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -922248.812500 Penalty: 906.033508
	Iteration 5Q: 3 clusters Score -922248.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -922476.000000 Penalty: 906.033508
	Iteration 6Q: 3 clusters Score -922476 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -922796.937500 Penalty: 906.033508
	Iteration 7Q: 3 clusters Score -922796.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -923356.812500 Penalty: 906.033508
	Iteration 8Q: 3 clusters Score -923356.8 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -924266.125000 Penalty: 906.033508
	Iteration 9F: 3 clusters Score -924266.1 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -925450.125000 Penalty: 906.033508
	Iteration 10F: 3 clusters Score -925450.1 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -926574.937500 Penalty: 906.033508
	Iteration 11F: 3 clusters Score -926574.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -927436.062500 Penalty: 906.033508
	Iteration 12Q: 3 clusters Score -927436.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -927959.250000 Penalty: 906.033508
	Iteration 13Q: 3 clusters Score -927959.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -928271.312500 Penalty: 906.033508
	Iteration 14Q: 3 clusters Score -928271.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -928528.875000 Penalty: 906.033508
	Iteration 15Q: 3 clusters Score -928528.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -928737.500000 Penalty: 906.033508
	Iteration 16Q: 3 clusters Score -928737.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -928912.062500 Penalty: 906.033508
	Iteration 17Q: 3 clusters Score -928912.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -929069.750000 Penalty: 906.033508
	Iteration 18Q: 3 clusters Score -929069.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -929198.312500 Penalty: 906.033508
	Iteration 19Q: 3 clusters Score -929198.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -929276.812500 Penalty: 906.033508
	Iteration 20F: 3 clusters Score -929276.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -929324.000000 Penalty: 906.033508
	Iteration 21Q: 3 clusters Score -929324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -929364.562500 Penalty: 906.033508
	Iteration 22Q: 3 clusters Score -929364.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -929394.125000 Penalty: 906.033508
	Iteration 23Q: 3 clusters Score -929394.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -929424.687500 Penalty: 906.033508
	Iteration 24Q: 3 clusters Score -929424.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -929443.187500 Penalty: 906.033508
	Iteration 25Q: 3 clusters Score -929443.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -929471.562500 Penalty: 906.033508
	Iteration 26Q: 3 clusters Score -929471.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -929485.812500 Penalty: 906.033508
	Iteration 27Q: 3 clusters Score -929485.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -929499.187500 Penalty: 906.033508
	Iteration 28Q: 3 clusters Score -929499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -929506.875000 Penalty: 906.033508
	Iteration 29Q: 3 clusters Score -929506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -929511.250000 Penalty: 906.033508
	Iteration 30Q: 3 clusters Score -929511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -929513.812500 Penalty: 906.033508
	Iteration 31Q: 3 clusters Score -929513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -929516.875000 Penalty: 906.033508
	Iteration 32Q: 3 clusters Score -929516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -929521.187500 Penalty: 906.033508
	Iteration 33Q: 3 clusters Score -929521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -929521.187500 Penalty: 906.033508
	Iteration 34Q: 3 clusters Score -929521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -929521.687500 Penalty: 906.033508
	Iteration 35Q: 3 clusters Score -929521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -929523.125000 Penalty: 906.033508
	Iteration 36Q: 3 clusters Score -929523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -929524.687500 Penalty: 906.033508
	Iteration 37Q: 3 clusters Score -929524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -929525.000000 Penalty: 906.033508
	Iteration 38Q: 3 clusters Score -929525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -929525.312500 Penalty: 906.033508
	Iteration 39Q: 3 clusters Score -929525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -929526.375000 Penalty: 906.033508
	Iteration 40F: 3 clusters Score -929526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Entering Unmasked Estep 
Score: -1591165.750000 Penalty: 481.223022
	Iteration 0F: 2 clusters Score -1591166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1564947.625000 Penalty: 962.446045
	Iteration 0F: 3 clusters Score -1564948 nChanged 18807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1576275.750000 Penalty: 962.446045
	Iteration 1F: 3 clusters Score -1576276 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1577067.875000 Penalty: 962.446045
	Iteration 2Q: 3 clusters Score -1577068 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1578199.750000 Penalty: 962.446045
	Iteration 3F: 3 clusters Score -1578200 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1579901.000000 Penalty: 962.446045
	Iteration 4F: 3 clusters Score -1579901 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1582434.375000 Penalty: 962.446045
	Iteration 5F: 3 clusters Score -1582434 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1585342.375000 Penalty: 962.446045
	Iteration 6F: 3 clusters Score -1585342 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1587374.750000 Penalty: 962.446045
	Iteration 7F: 3 clusters Score -1587375 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1588292.125000 Penalty: 962.446045
	Iteration 8Q: 3 clusters Score -1588292 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1588715.625000 Penalty: 962.446045
	Iteration 9Q: 3 clusters Score -1588716 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1588991.250000 Penalty: 962.446045
	Iteration 10Q: 3 clusters Score -1588991 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1589193.250000 Penalty: 962.446045
	Iteration 11Q: 3 clusters Score -1589193 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1589387.750000 Penalty: 962.446045
	Iteration 12Q: 3 clusters Score -1589388 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1589539.250000 Penalty: 962.446045
	Iteration 13Q: 3 clusters Score -1589539 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1589701.750000 Penalty: 962.446045
	Iteration 14Q: 3 clusters Score -1589702 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1589828.875000 Penalty: 962.446045
	Iteration 15Q: 3 clusters Score -1589829 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1589940.250000 Penalty: 962.446045
	Iteration 16Q: 3 clusters Score -1589940 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1590040.625000 Penalty: 962.446045
	Iteration 17Q: 3 clusters Score -1590041 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1590146.250000 Penalty: 962.446045
	Iteration 18Q: 3 clusters Score -1590146 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1590249.125000 Penalty: 962.446045
	Iteration 19Q: 3 clusters Score -1590249 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1590350.500000 Penalty: 962.446045
	Iteration 20F: 3 clusters Score -1590350 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1590444.375000 Penalty: 962.446045
	Iteration 21Q: 3 clusters Score -1590444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1590540.250000 Penalty: 962.446045
	Iteration 22Q: 3 clusters Score -1590540 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1590667.000000 Penalty: 962.446045
	Iteration 23Q: 3 clusters Score -1590667 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1590788.500000 Penalty: 962.446045
	Iteration 24Q: 3 clusters Score -1590788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1590910.125000 Penalty: 962.446045
	Iteration 25Q: 3 clusters Score -1590910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1591044.375000 Penalty: 962.446045
	Iteration 26Q: 3 clusters Score -1591044 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1591172.125000 Penalty: 962.446045
	Iteration 27Q: 3 clusters Score -1591172 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1591313.500000 Penalty: 962.446045
	Iteration 28Q: 3 clusters Score -1591314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1591454.875000 Penalty: 962.446045
	Iteration 29Q: 3 clusters Score -1591455 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1591579.125000 Penalty: 962.446045
	Iteration 30Q: 3 clusters Score -1591579 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1591699.000000 Penalty: 962.446045
	Iteration 31Q: 3 clusters Score -1591699 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1591817.500000 Penalty: 962.446045
	Iteration 32Q: 3 clusters Score -1591818 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1591913.250000 Penalty: 962.446045
	Iteration 33Q: 3 clusters Score -1591913 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1591989.250000 Penalty: 962.446045
	Iteration 34Q: 3 clusters Score -1591989 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1592042.875000 Penalty: 962.446045
	Iteration 35Q: 3 clusters Score -1592043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1592082.125000 Penalty: 962.446045
	Iteration 36Q: 3 clusters Score -1592082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1592112.750000 Penalty: 962.446045
	Iteration 37Q: 3 clusters Score -1592113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1592123.375000 Penalty: 962.446045
	Iteration 38Q: 3 clusters Score -1592123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1592132.750000 Penalty: 962.446045
	Iteration 39Q: 3 clusters Score -1592133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1592137.250000 Penalty: 962.446045
	Iteration 40F: 3 clusters Score -1592137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1592148.875000 Penalty: 962.446045
	Iteration 41Q: 3 clusters Score -1592149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1592153.625000 Penalty: 962.446045
	Iteration 42Q: 3 clusters Score -1592154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1592157.250000 Penalty: 962.446045
	Iteration 43Q: 3 clusters Score -1592157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1592159.750000 Penalty: 962.446045
	Iteration 44Q: 3 clusters Score -1592160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1592159.875000 Penalty: 962.446045
	Iteration 45Q: 3 clusters Score -1592160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1592161.375000 Penalty: 962.446045
	Iteration 46Q: 3 clusters Score -1592161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1592162.500000 Penalty: 962.446045
	Iteration 47Q: 3 clusters Score -1592162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1592161.000000 Penalty: 962.446045
	Iteration 48Q: 3 clusters Score -1592161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1592161.000000 Penalty: 962.446045
	Iteration 49Q: 3 clusters Score -1592161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1592162.500000 Penalty: 962.446045
	Iteration 50Q: 3 clusters Score -1592162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1592162.500000 Penalty: 962.446045
	Iteration 51F: 3 clusters Score -1592162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 40522 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 8756 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 37288 members 
Mstep: Class 8 contains 238602 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 40184 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 216256 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315435 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 110195 members 
Mstep: Class 25 contains 1908 members 
Entering Unmasked Estep 
Score: -46934960.000000 Penalty: 15839.890625
Splitting cluster 7 changes total score from -46932716.000000 to -46934960.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (238602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238602 members 
Entering Unmasked Estep 
Score: -10392167.000000 Penalty: 563.406128
	Iteration 0F: 2 clusters Score -1.039217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -10229922.000000 Penalty: 1126.812256
	Iteration 0F: 3 clusters Score -1.022992e+07 nChanged 117853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -10305538.000000 Penalty: 1126.812256
	Iteration 1F: 3 clusters Score -1.030554e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -10311515.000000 Penalty: 1126.812256
	Iteration 2F: 3 clusters Score -1.031152e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10322264.000000 Penalty: 1126.812256
	Iteration 3F: 3 clusters Score -1.032226e+07 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -10338861.000000 Penalty: 1126.812256
	Iteration 4F: 3 clusters Score -1.033886e+07 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205469 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -10359304.000000 Penalty: 1126.812256
	Iteration 5F: 3 clusters Score -1.03593e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221772 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -10375910.000000 Penalty: 1126.812256
	Iteration 6F: 3 clusters Score -1.037591e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231188 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -10385270.000000 Penalty: 1126.812256
	Iteration 7Q: 3 clusters Score -1.038527e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235593 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10389384.000000 Penalty: 1126.812256
	Iteration 8Q: 3 clusters Score -1.038938e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237344 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10390799.000000 Penalty: 1126.812256
	Iteration 9Q: 3 clusters Score -1.03908e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237979 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10391331.000000 Penalty: 1126.812256
	Iteration 10Q: 3 clusters Score -1.039133e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238209 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10391535.000000 Penalty: 1126.812256
	Iteration 11Q: 3 clusters Score -1.039154e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238271 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10391596.000000 Penalty: 1126.812256
	Iteration 12Q: 3 clusters Score -1.03916e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10391680.000000 Penalty: 1126.812256
	Iteration 13Q: 3 clusters Score -1.039168e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10391712.000000 Penalty: 1126.812256
	Iteration 14Q: 3 clusters Score -1.039171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10391728.000000 Penalty: 1126.812256
	Iteration 15Q: 3 clusters Score -1.039173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10391743.000000 Penalty: 1126.812256
	Iteration 16Q: 3 clusters Score -1.039174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10391751.000000 Penalty: 1126.812256
	Iteration 17Q: 3 clusters Score -1.039175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10391751.000000 Penalty: 1126.812256
	Iteration 18Q: 3 clusters Score -1.039175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238250 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10391766.000000 Penalty: 1126.812256
	Iteration 19Q: 3 clusters Score -1.039177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238242 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10391806.000000 Penalty: 1126.812256
	Iteration 20F: 3 clusters Score -1.039181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10391813.000000 Penalty: 1126.812256
	Iteration 21Q: 3 clusters Score -1.039181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238224 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10391828.000000 Penalty: 1126.812256
	Iteration 22Q: 3 clusters Score -1.039183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10391848.000000 Penalty: 1126.812256
	Iteration 23Q: 3 clusters Score -1.039185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238196 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10391855.000000 Penalty: 1126.812256
	Iteration 24Q: 3 clusters Score -1.039186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238186 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10391862.000000 Penalty: 1126.812256
	Iteration 25Q: 3 clusters Score -1.039186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238172 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10391889.000000 Penalty: 1126.812256
	Iteration 26Q: 3 clusters Score -1.039189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238159 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10391909.000000 Penalty: 1126.812256
	Iteration 27Q: 3 clusters Score -1.039191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238147 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10391931.000000 Penalty: 1126.812256
	Iteration 28Q: 3 clusters Score -1.039193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238128 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10391936.000000 Penalty: 1126.812256
	Iteration 29Q: 3 clusters Score -1.039194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238113 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10391927.000000 Penalty: 1126.812256
	Iteration 30Q: 3 clusters Score -1.039193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10391929.000000 Penalty: 1126.812256
	Iteration 31Q: 3 clusters Score -1.039193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238104 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10391926.000000 Penalty: 1126.812256
	Iteration 32Q: 3 clusters Score -1.039193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238101 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10391927.000000 Penalty: 1126.812256
	Iteration 33Q: 3 clusters Score -1.039193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238099 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10391925.000000 Penalty: 1126.812256
	Iteration 34Q: 3 clusters Score -1.039192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238092 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10391933.000000 Penalty: 1126.812256
	Iteration 35Q: 3 clusters Score -1.039193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238086 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10391925.000000 Penalty: 1126.812256
	Iteration 36Q: 3 clusters Score -1.039192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238077 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10391936.000000 Penalty: 1126.812256
	Iteration 37Q: 3 clusters Score -1.039194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238072 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10391946.000000 Penalty: 1126.812256
	Iteration 38Q: 3 clusters Score -1.039195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238070 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10391938.000000 Penalty: 1126.812256
	Iteration 39Q: 3 clusters Score -1.039194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238067 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10391941.000000 Penalty: 1126.812256
	Iteration 40F: 3 clusters Score -1.039194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238056 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10391946.000000 Penalty: 1126.812256
	Iteration 41Q: 3 clusters Score -1.039195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238038 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10391959.000000 Penalty: 1126.812256
	Iteration 42Q: 3 clusters Score -1.039196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10391958.000000 Penalty: 1126.812256
	Iteration 43Q: 3 clusters Score -1.039196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10391961.000000 Penalty: 1126.812256
	Iteration 44Q: 3 clusters Score -1.039196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238002 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10391978.000000 Penalty: 1126.812256
	Iteration 45Q: 3 clusters Score -1.039198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237992 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10391978.000000 Penalty: 1126.812256
	Iteration 46Q: 3 clusters Score -1.039198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237988 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10391970.000000 Penalty: 1126.812256
	Iteration 47Q: 3 clusters Score -1.039197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237985 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10391975.000000 Penalty: 1126.812256
	Iteration 48Q: 3 clusters Score -1.039198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237978 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10391972.000000 Penalty: 1126.812256
	Iteration 49Q: 3 clusters Score -1.039197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237970 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10391989.000000 Penalty: 1126.812256
	Iteration 50Q: 3 clusters Score -1.039199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237965 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10391979.000000 Penalty: 1126.812256
	Iteration 51Q: 3 clusters Score -1.039198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237949 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10391992.000000 Penalty: 1126.812256
	Iteration 52Q: 3 clusters Score -1.039199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237926 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10391987.000000 Penalty: 1126.812256
	Iteration 53Q: 3 clusters Score -1.039199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237907 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10391988.000000 Penalty: 1126.812256
	Iteration 54Q: 3 clusters Score -1.039199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237891 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10391991.000000 Penalty: 1126.812256
	Iteration 55Q: 3 clusters Score -1.039199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237888 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10391987.000000 Penalty: 1126.812256
	Iteration 56Q: 3 clusters Score -1.039199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237885 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10391980.000000 Penalty: 1126.812256
	Iteration 57Q: 3 clusters Score -1.039198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237881 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10391977.000000 Penalty: 1126.812256
	Iteration 58Q: 3 clusters Score -1.039198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237876 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10391974.000000 Penalty: 1126.812256
	Iteration 59Q: 3 clusters Score -1.039197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237874 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10391981.000000 Penalty: 1126.812256
	Iteration 60F: 3 clusters Score -1.039198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237869 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10391998.000000 Penalty: 1126.812256
	Iteration 61Q: 3 clusters Score -1.0392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237865 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10392001.000000 Penalty: 1126.812256
	Iteration 62Q: 3 clusters Score -1.0392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237864 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10392020.000000 Penalty: 1126.812256
	Iteration 63Q: 3 clusters Score -1.039202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237864 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10392023.000000 Penalty: 1126.812256
	Iteration 64Q: 3 clusters Score -1.039202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237860 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10392020.000000 Penalty: 1126.812256
	Iteration 65Q: 3 clusters Score -1.039202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237854 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10392027.000000 Penalty: 1126.812256
	Iteration 66Q: 3 clusters Score -1.039203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237850 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10392037.000000 Penalty: 1126.812256
	Iteration 67Q: 3 clusters Score -1.039204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237850 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10392028.000000 Penalty: 1126.812256
	Iteration 68Q: 3 clusters Score -1.039203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237850 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10392030.000000 Penalty: 1126.812256
	Iteration 69Q: 3 clusters Score -1.039203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237848 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10392047.000000 Penalty: 1126.812256
	Iteration 70Q: 3 clusters Score -1.039205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10392041.000000 Penalty: 1126.812256
	Iteration 71Q: 3 clusters Score -1.039204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237840 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10392044.000000 Penalty: 1126.812256
	Iteration 72Q: 3 clusters Score -1.039204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237839 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10392039.000000 Penalty: 1126.812256
	Iteration 73Q: 3 clusters Score -1.039204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237838 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10392037.000000 Penalty: 1126.812256
	Iteration 74Q: 3 clusters Score -1.039204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237834 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10392034.000000 Penalty: 1126.812256
	Iteration 75Q: 3 clusters Score -1.039203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237833 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10392036.000000 Penalty: 1126.812256
	Iteration 76Q: 3 clusters Score -1.039204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237831 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10392043.000000 Penalty: 1126.812256
	Iteration 77Q: 3 clusters Score -1.039204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237831 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10392043.000000 Penalty: 1126.812256
	Iteration 78F: 3 clusters Score -1.039204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Entering Unmasked Estep 
Score: -415011.875000 Penalty: 417.468323
	Iteration 0F: 2 clusters Score -415011.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -408590.437500 Penalty: 834.936646
	Iteration 0F: 3 clusters Score -408590.4 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -411615.781250 Penalty: 834.936646
	Iteration 1F: 3 clusters Score -411615.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -412283.250000 Penalty: 834.936646
	Iteration 2F: 3 clusters Score -412283.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -412938.593750 Penalty: 834.936646
	Iteration 3F: 3 clusters Score -412938.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -413449.406250 Penalty: 834.936646
	Iteration 4F: 3 clusters Score -413449.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -413830.250000 Penalty: 834.936646
	Iteration 5F: 3 clusters Score -413830.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -414041.687500 Penalty: 834.936646
	Iteration 6Q: 3 clusters Score -414041.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -414164.125000 Penalty: 834.936646
	Iteration 7Q: 3 clusters Score -414164.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -414255.093750 Penalty: 834.936646
	Iteration 8Q: 3 clusters Score -414255.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -414328.093750 Penalty: 834.936646
	Iteration 9Q: 3 clusters Score -414328.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -414403.250000 Penalty: 834.936646
	Iteration 10Q: 3 clusters Score -414403.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -414466.937500 Penalty: 834.936646
	Iteration 11Q: 3 clusters Score -414466.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -414503.718750 Penalty: 834.936646
	Iteration 12Q: 3 clusters Score -414503.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -414534.000000 Penalty: 834.936646
	Iteration 13Q: 3 clusters Score -414534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -414563.437500 Penalty: 834.936646
	Iteration 14Q: 3 clusters Score -414563.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -414595.531250 Penalty: 834.936646
	Iteration 15Q: 3 clusters Score -414595.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -414638.906250 Penalty: 834.936646
	Iteration 16Q: 3 clusters Score -414638.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -414683.312500 Penalty: 834.936646
	Iteration 17Q: 3 clusters Score -414683.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -414710.125000 Penalty: 834.936646
	Iteration 18Q: 3 clusters Score -414710.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -414727.218750 Penalty: 834.936646
	Iteration 19Q: 3 clusters Score -414727.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -414746.343750 Penalty: 834.936646
	Iteration 20F: 3 clusters Score -414746.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -414764.312500 Penalty: 834.936646
	Iteration 21Q: 3 clusters Score -414764.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -414777.375000 Penalty: 834.936646
	Iteration 22Q: 3 clusters Score -414777.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -414790.156250 Penalty: 834.936646
	Iteration 23Q: 3 clusters Score -414790.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -414803.500000 Penalty: 834.936646
	Iteration 24Q: 3 clusters Score -414803.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -414812.281250 Penalty: 834.936646
	Iteration 25Q: 3 clusters Score -414812.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -414820.906250 Penalty: 834.936646
	Iteration 26Q: 3 clusters Score -414820.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -414828.937500 Penalty: 834.936646
	Iteration 27Q: 3 clusters Score -414828.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414836.312500 Penalty: 834.936646
	Iteration 28Q: 3 clusters Score -414836.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -414845.500000 Penalty: 834.936646
	Iteration 29Q: 3 clusters Score -414845.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -414854.562500 Penalty: 834.936646
	Iteration 30Q: 3 clusters Score -414854.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -414862.812500 Penalty: 834.936646
	Iteration 31Q: 3 clusters Score -414862.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414868.625000 Penalty: 834.936646
	Iteration 32Q: 3 clusters Score -414868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -414873.031250 Penalty: 834.936646
	Iteration 33Q: 3 clusters Score -414873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -414875.968750 Penalty: 834.936646
	Iteration 34Q: 3 clusters Score -414876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -414878.531250 Penalty: 834.936646
	Iteration 35Q: 3 clusters Score -414878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -414879.906250 Penalty: 834.936646
	Iteration 36Q: 3 clusters Score -414879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -414882.281250 Penalty: 834.936646
	Iteration 37Q: 3 clusters Score -414882.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -414884.187500 Penalty: 834.936646
	Iteration 38Q: 3 clusters Score -414884.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -414884.937500 Penalty: 834.936646
	Iteration 39Q: 3 clusters Score -414884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -414886.656250 Penalty: 834.936646
	Iteration 40F: 3 clusters Score -414886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -414888.031250 Penalty: 834.936646
	Iteration 41Q: 3 clusters Score -414888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -414888.843750 Penalty: 834.936646
	Iteration 42Q: 3 clusters Score -414888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -414890.625000 Penalty: 834.936646
	Iteration 43Q: 3 clusters Score -414890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -414890.750000 Penalty: 834.936646
	Iteration 44Q: 3 clusters Score -414890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -414890.875000 Penalty: 834.936646
	Iteration 45Q: 3 clusters Score -414890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -414891.437500 Penalty: 834.936646
	Iteration 46Q: 3 clusters Score -414891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -414891.312500 Penalty: 834.936646
	Iteration 47Q: 3 clusters Score -414891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414891.343750 Penalty: 834.936646
	Iteration 48Q: 3 clusters Score -414891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -414891.312500 Penalty: 834.936646
	Iteration 49Q: 3 clusters Score -414891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -414891.281250 Penalty: 834.936646
	Iteration 50Q: 3 clusters Score -414891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -414892.500000 Penalty: 834.936646
	Iteration 51Q: 3 clusters Score -414892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -414892.812500 Penalty: 834.936646
	Iteration 52Q: 3 clusters Score -414892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -414893.718750 Penalty: 834.936646
	Iteration 53Q: 3 clusters Score -414893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -414895.968750 Penalty: 834.936646
	Iteration 54Q: 3 clusters Score -414896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -414896.062500 Penalty: 834.936646
	Iteration 55Q: 3 clusters Score -414896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -414897.406250 Penalty: 834.936646
	Iteration 56Q: 3 clusters Score -414897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -414896.562500 Penalty: 834.936646
	Iteration 57Q: 3 clusters Score -414896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -414896.281250 Penalty: 834.936646
	Iteration 58Q: 3 clusters Score -414896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -414896.562500 Penalty: 834.936646
	Iteration 59Q: 3 clusters Score -414896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -414896.843750 Penalty: 834.936646
	Iteration 60F: 3 clusters Score -414896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -414897.156250 Penalty: 834.936646
	Iteration 61Q: 3 clusters Score -414897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -414897.156250 Penalty: 834.936646
	Iteration 62F: 3 clusters Score -414897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -36361.062500 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -36361.06 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 404 members 
Entering Unmasked Estep 
Score: -35688.195312 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -35688.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35873.648438 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -35873.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35902.410156 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -35902.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35918.183594 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -35918.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35925.281250 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -35925.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35927.437500 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -35927.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35928.105469 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -35928.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35928.402344 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -35928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35930.042969 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -35930.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -35932.832031 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -35932.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35936.253906 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -35936.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35938.199219 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -35938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35940.082031 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -35940.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35941.292969 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -35941.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35942.093750 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -35942.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35943.945312 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -35943.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35944.921875 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -35944.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35945.285156 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -35945.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35945.710938 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -35945.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35946.582031 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -35946.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35947.035156 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -35947.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35949.296875 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -35949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35949.703125 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -35949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35949.703125 Penalty: 609.654541
	Iteration 23F: 3 clusters Score -35949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -200250.453125 Penalty: 384.794373
	Iteration 0F: 2 clusters Score -200250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -197101.296875 Penalty: 769.588745
	Iteration 0F: 3 clusters Score -197101.3 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -198448.812500 Penalty: 769.588745
	Iteration 1F: 3 clusters Score -198448.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -198727.859375 Penalty: 769.588745
	Iteration 2F: 3 clusters Score -198727.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -199028.125000 Penalty: 769.588745
	Iteration 3F: 3 clusters Score -199028.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -199297.515625 Penalty: 769.588745
	Iteration 4F: 3 clusters Score -199297.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -199497.109375 Penalty: 769.588745
	Iteration 5F: 3 clusters Score -199497.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -199664.828125 Penalty: 769.588745
	Iteration 6Q: 3 clusters Score -199664.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -199775.781250 Penalty: 769.588745
	Iteration 7Q: 3 clusters Score -199775.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -199838.562500 Penalty: 769.588745
	Iteration 8Q: 3 clusters Score -199838.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -199866.093750 Penalty: 769.588745
	Iteration 9Q: 3 clusters Score -199866.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -199887.171875 Penalty: 769.588745
	Iteration 10Q: 3 clusters Score -199887.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -199902.328125 Penalty: 769.588745
	Iteration 11Q: 3 clusters Score -199902.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -199917.828125 Penalty: 769.588745
	Iteration 12Q: 3 clusters Score -199917.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -199941.531250 Penalty: 769.588745
	Iteration 13Q: 3 clusters Score -199941.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -199961.984375 Penalty: 769.588745
	Iteration 14Q: 3 clusters Score -199962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -199979.875000 Penalty: 769.588745
	Iteration 15Q: 3 clusters Score -199979.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -199998.937500 Penalty: 769.588745
	Iteration 16Q: 3 clusters Score -199998.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -200022.078125 Penalty: 769.588745
	Iteration 17Q: 3 clusters Score -200022.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -200040.468750 Penalty: 769.588745
	Iteration 18Q: 3 clusters Score -200040.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -200053.671875 Penalty: 769.588745
	Iteration 19Q: 3 clusters Score -200053.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -200066.515625 Penalty: 769.588745
	Iteration 20F: 3 clusters Score -200066.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -200074.890625 Penalty: 769.588745
	Iteration 21Q: 3 clusters Score -200074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200080.171875 Penalty: 769.588745
	Iteration 22Q: 3 clusters Score -200080.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200086.265625 Penalty: 769.588745
	Iteration 23Q: 3 clusters Score -200086.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -200090.781250 Penalty: 769.588745
	Iteration 24Q: 3 clusters Score -200090.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -200094.078125 Penalty: 769.588745
	Iteration 25Q: 3 clusters Score -200094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200097.359375 Penalty: 769.588745
	Iteration 26Q: 3 clusters Score -200097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -200100.062500 Penalty: 769.588745
	Iteration 27Q: 3 clusters Score -200100.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -200102.062500 Penalty: 769.588745
	Iteration 28Q: 3 clusters Score -200102.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -200103.187500 Penalty: 769.588745
	Iteration 29Q: 3 clusters Score -200103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -200105.000000 Penalty: 769.588745
	Iteration 30Q: 3 clusters Score -200105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -200105.656250 Penalty: 769.588745
	Iteration 31Q: 3 clusters Score -200105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -200106.750000 Penalty: 769.588745
	Iteration 32Q: 3 clusters Score -200106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -200107.562500 Penalty: 769.588745
	Iteration 33Q: 3 clusters Score -200107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -200107.937500 Penalty: 769.588745
	Iteration 34Q: 3 clusters Score -200107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -200108.640625 Penalty: 769.588745
	Iteration 35Q: 3 clusters Score -200108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -200108.750000 Penalty: 769.588745
	Iteration 36Q: 3 clusters Score -200108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -200109.109375 Penalty: 769.588745
	Iteration 37Q: 3 clusters Score -200109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -200110.109375 Penalty: 769.588745
	Iteration 38Q: 3 clusters Score -200110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -200110.953125 Penalty: 769.588745
	Iteration 39Q: 3 clusters Score -200111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -200110.750000 Penalty: 769.588745
	Iteration 40F: 3 clusters Score -200110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Entering Unmasked Estep 
Score: -1780690.250000 Penalty: 482.355682
	Iteration 0F: 2 clusters Score -1780690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1753755.125000 Penalty: 964.711365
	Iteration 0F: 3 clusters Score -1753755 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1765958.125000 Penalty: 964.711365
	Iteration 1F: 3 clusters Score -1765958 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -1767252.125000 Penalty: 964.711365
	Iteration 2F: 3 clusters Score -1767252 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1769246.500000 Penalty: 964.711365
	Iteration 3F: 3 clusters Score -1769246 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -1771543.125000 Penalty: 964.711365
	Iteration 4F: 3 clusters Score -1771543 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1773021.500000 Penalty: 964.711365
	Iteration 5F: 3 clusters Score -1773022 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -1773562.000000 Penalty: 964.711365
	Iteration 6Q: 3 clusters Score -1773562 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -1773792.000000 Penalty: 964.711365
	Iteration 7Q: 3 clusters Score -1773792 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1773964.625000 Penalty: 964.711365
	Iteration 8Q: 3 clusters Score -1773965 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -1774131.500000 Penalty: 964.711365
	Iteration 9Q: 3 clusters Score -1774132 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -1774314.000000 Penalty: 964.711365
	Iteration 10Q: 3 clusters Score -1774314 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -1774513.500000 Penalty: 964.711365
	Iteration 11Q: 3 clusters Score -1774514 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -1774722.750000 Penalty: 964.711365
	Iteration 12Q: 3 clusters Score -1774723 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -1774967.250000 Penalty: 964.711365
	Iteration 13Q: 3 clusters Score -1774967 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -1775254.250000 Penalty: 964.711365
	Iteration 14Q: 3 clusters Score -1775254 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -1775533.750000 Penalty: 964.711365
	Iteration 15Q: 3 clusters Score -1775534 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -1775799.375000 Penalty: 964.711365
	Iteration 16Q: 3 clusters Score -1775799 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -1776080.750000 Penalty: 964.711365
	Iteration 17Q: 3 clusters Score -1776081 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -1776373.250000 Penalty: 964.711365
	Iteration 18Q: 3 clusters Score -1776373 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -1776702.500000 Penalty: 964.711365
	Iteration 19Q: 3 clusters Score -1776702 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -1777012.500000 Penalty: 964.711365
	Iteration 20F: 3 clusters Score -1777012 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -1777318.875000 Penalty: 964.711365
	Iteration 21Q: 3 clusters Score -1777319 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -1777623.750000 Penalty: 964.711365
	Iteration 22Q: 3 clusters Score -1777624 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -1777897.375000 Penalty: 964.711365
	Iteration 23Q: 3 clusters Score -1777897 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -1778177.000000 Penalty: 964.711365
	Iteration 24Q: 3 clusters Score -1778177 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -1778448.125000 Penalty: 964.711365
	Iteration 25Q: 3 clusters Score -1778448 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -1778681.500000 Penalty: 964.711365
	Iteration 26Q: 3 clusters Score -1778682 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -1778868.750000 Penalty: 964.711365
	Iteration 27Q: 3 clusters Score -1778869 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -1779034.375000 Penalty: 964.711365
	Iteration 28Q: 3 clusters Score -1779034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -1779175.500000 Penalty: 964.711365
	Iteration 29Q: 3 clusters Score -1779176 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -1779295.375000 Penalty: 964.711365
	Iteration 30Q: 3 clusters Score -1779295 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -1779407.250000 Penalty: 964.711365
	Iteration 31Q: 3 clusters Score -1779407 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -1779487.375000 Penalty: 964.711365
	Iteration 32Q: 3 clusters Score -1779487 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -1779550.375000 Penalty: 964.711365
	Iteration 33Q: 3 clusters Score -1779550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -1779604.500000 Penalty: 964.711365
	Iteration 34Q: 3 clusters Score -1779604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -1779644.375000 Penalty: 964.711365
	Iteration 35Q: 3 clusters Score -1779644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -1779669.125000 Penalty: 964.711365
	Iteration 36Q: 3 clusters Score -1779669 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -1779704.625000 Penalty: 964.711365
	Iteration 37Q: 3 clusters Score -1779705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -1779736.500000 Penalty: 964.711365
	Iteration 38Q: 3 clusters Score -1779736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -1779765.250000 Penalty: 964.711365
	Iteration 39Q: 3 clusters Score -1779765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -1779786.000000 Penalty: 964.711365
	Iteration 40F: 3 clusters Score -1779786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -1779813.375000 Penalty: 964.711365
	Iteration 41Q: 3 clusters Score -1779813 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -1779836.125000 Penalty: 964.711365
	Iteration 42Q: 3 clusters Score -1779836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -1779860.875000 Penalty: 964.711365
	Iteration 43Q: 3 clusters Score -1779861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -1779878.875000 Penalty: 964.711365
	Iteration 44Q: 3 clusters Score -1779879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -1779898.250000 Penalty: 964.711365
	Iteration 45Q: 3 clusters Score -1779898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -1779918.250000 Penalty: 964.711365
	Iteration 46Q: 3 clusters Score -1779918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -1779939.750000 Penalty: 964.711365
	Iteration 47Q: 3 clusters Score -1779940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -1779965.250000 Penalty: 964.711365
	Iteration 48Q: 3 clusters Score -1779965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -1779980.625000 Penalty: 964.711365
	Iteration 49Q: 3 clusters Score -1779981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -1779989.875000 Penalty: 964.711365
	Iteration 50Q: 3 clusters Score -1779990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -1780008.000000 Penalty: 964.711365
	Iteration 51Q: 3 clusters Score -1780008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -1780025.750000 Penalty: 964.711365
	Iteration 52Q: 3 clusters Score -1780026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -1780040.000000 Penalty: 964.711365
	Iteration 53Q: 3 clusters Score -1780040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -1780050.375000 Penalty: 964.711365
	Iteration 54Q: 3 clusters Score -1780050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -1780057.500000 Penalty: 964.711365
	Iteration 55Q: 3 clusters Score -1780058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -1780069.500000 Penalty: 964.711365
	Iteration 56Q: 3 clusters Score -1780070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -1780090.125000 Penalty: 964.711365
	Iteration 57Q: 3 clusters Score -1780090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -1780114.500000 Penalty: 964.711365
	Iteration 58Q: 3 clusters Score -1780114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -1780134.000000 Penalty: 964.711365
	Iteration 59Q: 3 clusters Score -1780134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -1780149.625000 Penalty: 964.711365
	Iteration 60F: 3 clusters Score -1780150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -1780159.375000 Penalty: 964.711365
	Iteration 61Q: 3 clusters Score -1780159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -1780168.125000 Penalty: 964.711365
	Iteration 62Q: 3 clusters Score -1780168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -1780177.875000 Penalty: 964.711365
	Iteration 63Q: 3 clusters Score -1780178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -1780179.125000 Penalty: 964.711365
	Iteration 64Q: 3 clusters Score -1780179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -1780182.000000 Penalty: 964.711365
	Iteration 65Q: 3 clusters Score -1780182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -1780187.500000 Penalty: 964.711365
	Iteration 66Q: 3 clusters Score -1780188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -1780195.500000 Penalty: 964.711365
	Iteration 67Q: 3 clusters Score -1780196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -1780202.625000 Penalty: 964.711365
	Iteration 68Q: 3 clusters Score -1780203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -1780204.375000 Penalty: 964.711365
	Iteration 69Q: 3 clusters Score -1780204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -1780205.500000 Penalty: 964.711365
	Iteration 70Q: 3 clusters Score -1780206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -1780210.625000 Penalty: 964.711365
	Iteration 71Q: 3 clusters Score -1780211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -1780219.500000 Penalty: 964.711365
	Iteration 72Q: 3 clusters Score -1780220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -1780225.375000 Penalty: 964.711365
	Iteration 73Q: 3 clusters Score -1780225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -1780232.500000 Penalty: 964.711365
	Iteration 74Q: 3 clusters Score -1780232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -1780245.000000 Penalty: 964.711365
	Iteration 75Q: 3 clusters Score -1780245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -1780251.875000 Penalty: 964.711365
	Iteration 76Q: 3 clusters Score -1780252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -1780259.750000 Penalty: 964.711365
	Iteration 77Q: 3 clusters Score -1780260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -1780262.625000 Penalty: 964.711365
	Iteration 78Q: 3 clusters Score -1780263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -1780268.875000 Penalty: 964.711365
	Iteration 79Q: 3 clusters Score -1780269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -1780274.000000 Penalty: 964.711365
	Iteration 80F: 3 clusters Score -1780274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -1780277.500000 Penalty: 964.711365
	Iteration 81Q: 3 clusters Score -1780278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -1780283.625000 Penalty: 964.711365
	Iteration 82Q: 3 clusters Score -1780284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -1780285.875000 Penalty: 964.711365
	Iteration 83Q: 3 clusters Score -1780286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -1780287.875000 Penalty: 964.711365
	Iteration 84Q: 3 clusters Score -1780288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -1780292.750000 Penalty: 964.711365
	Iteration 85Q: 3 clusters Score -1780293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -1780292.875000 Penalty: 964.711365
	Iteration 86Q: 3 clusters Score -1780293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -1780292.875000 Penalty: 964.711365
	Iteration 87F: 3 clusters Score -1780293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -37824.691406 Penalty: 309.508972
	Iteration 0F: 2 clusters Score -37824.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37078.246094 Penalty: 619.017944
	Iteration 0F: 3 clusters Score -37078.25 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37311.617188 Penalty: 619.017944
	Iteration 1F: 3 clusters Score -37311.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -37403.238281 Penalty: 619.017944
	Iteration 2F: 3 clusters Score -37403.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37472.777344 Penalty: 619.017944
	Iteration 3F: 3 clusters Score -37472.78 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -37542.109375 Penalty: 619.017944
	Iteration 4F: 3 clusters Score -37542.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -37600.546875 Penalty: 619.017944
	Iteration 5F: 3 clusters Score -37600.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -37634.460938 Penalty: 619.017944
	Iteration 6Q: 3 clusters Score -37634.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37645.664062 Penalty: 619.017944
	Iteration 7Q: 3 clusters Score -37645.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -37653.742188 Penalty: 619.017944
	Iteration 8Q: 3 clusters Score -37653.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -37662.652344 Penalty: 619.017944
	Iteration 9Q: 3 clusters Score -37662.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -37669.925781 Penalty: 619.017944
	Iteration 10Q: 3 clusters Score -37669.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -37673.371094 Penalty: 619.017944
	Iteration 11Q: 3 clusters Score -37673.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -37675.269531 Penalty: 619.017944
	Iteration 12Q: 3 clusters Score -37675.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37676.117188 Penalty: 619.017944
	Iteration 13Q: 3 clusters Score -37676.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37677.652344 Penalty: 619.017944
	Iteration 14Q: 3 clusters Score -37677.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37680.257812 Penalty: 619.017944
	Iteration 15Q: 3 clusters Score -37680.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37680.257812 Penalty: 619.017944
	Iteration 16F: 3 clusters Score -37680.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Entering Unmasked Estep 
Score: -480166.375000 Penalty: 423.179047
	Iteration 0F: 2 clusters Score -480166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -472915.656250 Penalty: 846.358093
	Iteration 0F: 3 clusters Score -472915.7 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -475720.312500 Penalty: 846.358093
	Iteration 1F: 3 clusters Score -475720.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -475934.406250 Penalty: 846.358093
	Iteration 2Q: 3 clusters Score -475934.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -476264.843750 Penalty: 846.358093
	Iteration 3F: 3 clusters Score -476264.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -476779.093750 Penalty: 846.358093
	Iteration 4F: 3 clusters Score -476779.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -477624.937500 Penalty: 846.358093
	Iteration 5F: 3 clusters Score -477624.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -478625.875000 Penalty: 846.358093
	Iteration 6F: 3 clusters Score -478625.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -479398.906250 Penalty: 846.358093
	Iteration 7F: 3 clusters Score -479398.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -479695.687500 Penalty: 846.358093
	Iteration 8Q: 3 clusters Score -479695.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -479749.968750 Penalty: 846.358093
	Iteration 9Q: 3 clusters Score -479750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -479764.718750 Penalty: 846.358093
	Iteration 10Q: 3 clusters Score -479764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -479770.468750 Penalty: 846.358093
	Iteration 11Q: 3 clusters Score -479770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -479771.156250 Penalty: 846.358093
	Iteration 12Q: 3 clusters Score -479771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -479776.218750 Penalty: 846.358093
	Iteration 13Q: 3 clusters Score -479776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -479776.218750 Penalty: 846.358093
	Iteration 14F: 3 clusters Score -479776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Entering Unmasked Estep 
Score: -781468.000000 Penalty: 446.039215
	Iteration 0F: 2 clusters Score -781468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -769381.875000 Penalty: 892.078430
	Iteration 0F: 3 clusters Score -769381.9 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -774744.312500 Penalty: 892.078430
	Iteration 1F: 3 clusters Score -774744.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -775474.812500 Penalty: 892.078430
	Iteration 2F: 3 clusters Score -775474.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -776578.875000 Penalty: 892.078430
	Iteration 3F: 3 clusters Score -776578.9 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -778015.437500 Penalty: 892.078430
	Iteration 4F: 3 clusters Score -778015.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -779202.312500 Penalty: 892.078430
	Iteration 5F: 3 clusters Score -779202.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -779835.625000 Penalty: 892.078430
	Iteration 6F: 3 clusters Score -779835.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -780100.750000 Penalty: 892.078430
	Iteration 7Q: 3 clusters Score -780100.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -780270.625000 Penalty: 892.078430
	Iteration 8Q: 3 clusters Score -780270.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -780408.500000 Penalty: 892.078430
	Iteration 9Q: 3 clusters Score -780408.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -780501.812500 Penalty: 892.078430
	Iteration 10Q: 3 clusters Score -780501.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -780574.187500 Penalty: 892.078430
	Iteration 11Q: 3 clusters Score -780574.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -780624.875000 Penalty: 892.078430
	Iteration 12Q: 3 clusters Score -780624.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -780669.187500 Penalty: 892.078430
	Iteration 13Q: 3 clusters Score -780669.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -780698.562500 Penalty: 892.078430
	Iteration 14Q: 3 clusters Score -780698.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -780721.500000 Penalty: 892.078430
	Iteration 15Q: 3 clusters Score -780721.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -780740.625000 Penalty: 892.078430
	Iteration 16Q: 3 clusters Score -780740.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -780760.875000 Penalty: 892.078430
	Iteration 17Q: 3 clusters Score -780760.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -780777.312500 Penalty: 892.078430
	Iteration 18Q: 3 clusters Score -780777.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -780788.625000 Penalty: 892.078430
	Iteration 19Q: 3 clusters Score -780788.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -780794.000000 Penalty: 892.078430
	Iteration 20F: 3 clusters Score -780794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -780800.250000 Penalty: 892.078430
	Iteration 21Q: 3 clusters Score -780800.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -780802.687500 Penalty: 892.078430
	Iteration 22Q: 3 clusters Score -780802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -780802.500000 Penalty: 892.078430
	Iteration 23Q: 3 clusters Score -780802.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -780803.562500 Penalty: 892.078430
	Iteration 24Q: 3 clusters Score -780803.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -780803.000000 Penalty: 892.078430
	Iteration 25Q: 3 clusters Score -780803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -780804.687500 Penalty: 892.078430
	Iteration 26Q: 3 clusters Score -780804.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -780808.250000 Penalty: 892.078430
	Iteration 27Q: 3 clusters Score -780808.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -780809.875000 Penalty: 892.078430
	Iteration 28Q: 3 clusters Score -780809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -780809.187500 Penalty: 892.078430
	Iteration 29Q: 3 clusters Score -780809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -780811.500000 Penalty: 892.078430
	Iteration 30Q: 3 clusters Score -780811.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -780812.562500 Penalty: 892.078430
	Iteration 31Q: 3 clusters Score -780812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -780813.250000 Penalty: 892.078430
	Iteration 32Q: 3 clusters Score -780813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -780813.250000 Penalty: 892.078430
	Iteration 33F: 3 clusters Score -780813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -4787.592773 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -4787.593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4540.996094 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -4540.996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4602.419922 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -4602.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4655.778320 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -4655.778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4709.523438 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -4709.523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4723.668457 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -4723.668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4731.169434 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -4731.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4733.359863 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -4733.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4733.359863 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -4733.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (216256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216256 members 
Entering Unmasked Estep 
Score: -9672069.000000 Penalty: 558.931885
	Iteration 0F: 2 clusters Score -9672069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -9525439.000000 Penalty: 1117.863770
	Iteration 0F: 3 clusters Score -9525439 nChanged 106574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -9598577.000000 Penalty: 1117.863770
	Iteration 1F: 3 clusters Score -9598577 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119835 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -9607181.000000 Penalty: 1117.863770
	Iteration 2F: 3 clusters Score -9607181 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122867 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -9619899.000000 Penalty: 1117.863770
	Iteration 3F: 3 clusters Score -9619899 nChanged 15371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -9632784.000000 Penalty: 1117.863770
	Iteration 4F: 3 clusters Score -9632784 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -9640973.000000 Penalty: 1117.863770
	Iteration 5F: 3 clusters Score -9640973 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127610 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -9645769.000000 Penalty: 1117.863770
	Iteration 6Q: 3 clusters Score -9645769 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -9650237.000000 Penalty: 1117.863770
	Iteration 7Q: 3 clusters Score -9650237 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -9655130.000000 Penalty: 1117.863770
	Iteration 8Q: 3 clusters Score -9655130 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -9659972.000000 Penalty: 1117.863770
	Iteration 9Q: 3 clusters Score -9659972 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129507 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -9664015.000000 Penalty: 1117.863770
	Iteration 10Q: 3 clusters Score -9664015 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -9666663.000000 Penalty: 1117.863770
	Iteration 11Q: 3 clusters Score -9666663 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -9668272.000000 Penalty: 1117.863770
	Iteration 12Q: 3 clusters Score -9668272 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -9669160.000000 Penalty: 1117.863770
	Iteration 13Q: 3 clusters Score -9669160 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -9669736.000000 Penalty: 1117.863770
	Iteration 14Q: 3 clusters Score -9669736 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -9669976.000000 Penalty: 1117.863770
	Iteration 15Q: 3 clusters Score -9669976 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -9670090.000000 Penalty: 1117.863770
	Iteration 16Q: 3 clusters Score -9670090 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -9670157.000000 Penalty: 1117.863770
	Iteration 17Q: 3 clusters Score -9670157 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127583 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -9670201.000000 Penalty: 1117.863770
	Iteration 18Q: 3 clusters Score -9670201 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127469 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -9670188.000000 Penalty: 1117.863770
	Iteration 19Q: 3 clusters Score -9670188 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -9670303.000000 Penalty: 1117.863770
	Iteration 20F: 3 clusters Score -9670303 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -9670380.000000 Penalty: 1117.863770
	Iteration 21Q: 3 clusters Score -9670380 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -9670389.000000 Penalty: 1117.863770
	Iteration 22Q: 3 clusters Score -9670389 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -9670369.000000 Penalty: 1117.863770
	Iteration 23Q: 3 clusters Score -9670369 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126676 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -9670377.000000 Penalty: 1117.863770
	Iteration 24Q: 3 clusters Score -9670377 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -9670353.000000 Penalty: 1117.863770
	Iteration 25Q: 3 clusters Score -9670353 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -9670373.000000 Penalty: 1117.863770
	Iteration 26Q: 3 clusters Score -9670373 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -9670380.000000 Penalty: 1117.863770
	Iteration 27Q: 3 clusters Score -9670380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126020 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -9670388.000000 Penalty: 1117.863770
	Iteration 28Q: 3 clusters Score -9670388 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -9670425.000000 Penalty: 1117.863770
	Iteration 29Q: 3 clusters Score -9670425 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -9670413.000000 Penalty: 1117.863770
	Iteration 30Q: 3 clusters Score -9670413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125600 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9670413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -9670409.000000 Penalty: 1117.863770
	Iteration 32Q: 3 clusters Score -9670409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -9670420.000000 Penalty: 1117.863770
	Iteration 33Q: 3 clusters Score -9670420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -9670395.000000 Penalty: 1117.863770
	Iteration 34Q: 3 clusters Score -9670395 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125049 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -9670407.000000 Penalty: 1117.863770
	Iteration 35Q: 3 clusters Score -9670407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -9670408.000000 Penalty: 1117.863770
	Iteration 36Q: 3 clusters Score -9670408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124797 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -9670423.000000 Penalty: 1117.863770
	Iteration 37Q: 3 clusters Score -9670423 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -9670428.000000 Penalty: 1117.863770
	Iteration 38Q: 3 clusters Score -9670428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -9670414.000000 Penalty: 1117.863770
	Iteration 39Q: 3 clusters Score -9670414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -9670403.000000 Penalty: 1117.863770
	Iteration 40F: 3 clusters Score -9670403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -9670397.000000 Penalty: 1117.863770
	Iteration 41Q: 3 clusters Score -9670397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -9670397.000000 Penalty: 1117.863770
	Iteration 42Q: 3 clusters Score -9670397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -9670378.000000 Penalty: 1117.863770
	Iteration 43Q: 3 clusters Score -9670378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124094 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -9670391.000000 Penalty: 1117.863770
	Iteration 44Q: 3 clusters Score -9670391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -9670382.000000 Penalty: 1117.863770
	Iteration 45Q: 3 clusters Score -9670382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -9670373.000000 Penalty: 1117.863770
	Iteration 46Q: 3 clusters Score -9670373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -9670379.000000 Penalty: 1117.863770
	Iteration 47Q: 3 clusters Score -9670379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -9670363.000000 Penalty: 1117.863770
	Iteration 48Q: 3 clusters Score -9670363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -9670374.000000 Penalty: 1117.863770
	Iteration 49Q: 3 clusters Score -9670374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -9670362.000000 Penalty: 1117.863770
	Iteration 50Q: 3 clusters Score -9670362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -9670356.000000 Penalty: 1117.863770
	Iteration 51Q: 3 clusters Score -9670356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -9670341.000000 Penalty: 1117.863770
	Iteration 52Q: 3 clusters Score -9670341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -9670328.000000 Penalty: 1117.863770
	Iteration 53Q: 3 clusters Score -9670328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -9670308.000000 Penalty: 1117.863770
	Iteration 54Q: 3 clusters Score -9670308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -9670299.000000 Penalty: 1117.863770
	Iteration 55Q: 3 clusters Score -9670299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -9670277.000000 Penalty: 1117.863770
	Iteration 56Q: 3 clusters Score -9670277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122724 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -9670268.000000 Penalty: 1117.863770
	Iteration 57Q: 3 clusters Score -9670268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -9670260.000000 Penalty: 1117.863770
	Iteration 58Q: 3 clusters Score -9670260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -9670251.000000 Penalty: 1117.863770
	Iteration 59Q: 3 clusters Score -9670251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -9670259.000000 Penalty: 1117.863770
	Iteration 60F: 3 clusters Score -9670259 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122339 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -9670259.000000 Penalty: 1117.863770
	Iteration 61Q: 3 clusters Score -9670259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122239 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -9670269.000000 Penalty: 1117.863770
	Iteration 62Q: 3 clusters Score -9670269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -9670274.000000 Penalty: 1117.863770
	Iteration 63Q: 3 clusters Score -9670274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122043 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -9670297.000000 Penalty: 1117.863770
	Iteration 64Q: 3 clusters Score -9670297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -9670290.000000 Penalty: 1117.863770
	Iteration 65Q: 3 clusters Score -9670290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -9670298.000000 Penalty: 1117.863770
	Iteration 66Q: 3 clusters Score -9670298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -9670302.000000 Penalty: 1117.863770
	Iteration 67Q: 3 clusters Score -9670302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9670299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121469 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -9670296.000000 Penalty: 1117.863770
	Iteration 69Q: 3 clusters Score -9670296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121353 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -9670304.000000 Penalty: 1117.863770
	Iteration 70Q: 3 clusters Score -9670304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -9670298.000000 Penalty: 1117.863770
	Iteration 71Q: 3 clusters Score -9670298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -9670306.000000 Penalty: 1117.863770
	Iteration 72Q: 3 clusters Score -9670306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -9670311.000000 Penalty: 1117.863770
	Iteration 73Q: 3 clusters Score -9670311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -9670304.000000 Penalty: 1117.863770
	Iteration 74Q: 3 clusters Score -9670304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9670304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -9670301.000000 Penalty: 1117.863770
	Iteration 76Q: 3 clusters Score -9670301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -9670285.000000 Penalty: 1117.863770
	Iteration 77Q: 3 clusters Score -9670285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120504 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -9670274.000000 Penalty: 1117.863770
	Iteration 78Q: 3 clusters Score -9670274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -9670282.000000 Penalty: 1117.863770
	Iteration 79Q: 3 clusters Score -9670282 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -9670286.000000 Penalty: 1117.863770
	Iteration 80F: 3 clusters Score -9670286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -9670293.000000 Penalty: 1117.863770
	Iteration 81Q: 3 clusters Score -9670293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -9670284.000000 Penalty: 1117.863770
	Iteration 82Q: 3 clusters Score -9670284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -9670291.000000 Penalty: 1117.863770
	Iteration 83Q: 3 clusters Score -9670291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -9670289.000000 Penalty: 1117.863770
	Iteration 84Q: 3 clusters Score -9670289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -9670304.000000 Penalty: 1117.863770
	Iteration 85Q: 3 clusters Score -9670304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119847 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -9670289.000000 Penalty: 1117.863770
	Iteration 86Q: 3 clusters Score -9670289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -9670258.000000 Penalty: 1117.863770
	Iteration 87Q: 3 clusters Score -9670258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -9670258.000000 Penalty: 1117.863770
	Iteration 88Q: 3 clusters Score -9670258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -9670244.000000 Penalty: 1117.863770
	Iteration 89Q: 3 clusters Score -9670244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -9670248.000000 Penalty: 1117.863770
	Iteration 90Q: 3 clusters Score -9670248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -9670242.000000 Penalty: 1117.863770
	Iteration 91Q: 3 clusters Score -9670242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -9670265.000000 Penalty: 1117.863770
	Iteration 92Q: 3 clusters Score -9670265 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -9670261.000000 Penalty: 1117.863770
	Iteration 93Q: 3 clusters Score -9670261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -9670246.000000 Penalty: 1117.863770
	Iteration 94Q: 3 clusters Score -9670246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -9670270.000000 Penalty: 1117.863770
	Iteration 95Q: 3 clusters Score -9670270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -9670235.000000 Penalty: 1117.863770
	Iteration 96Q: 3 clusters Score -9670235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -9670238.000000 Penalty: 1117.863770
	Iteration 97Q: 3 clusters Score -9670238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -9670244.000000 Penalty: 1117.863770
	Iteration 98Q: 3 clusters Score -9670244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118888 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -9670248.000000 Penalty: 1117.863770
	Iteration 99Q: 3 clusters Score -9670248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -9670257.000000 Penalty: 1117.863770
	Iteration 100F: 3 clusters Score -9670257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -9670250.000000 Penalty: 1117.863770
	Iteration 101Q: 3 clusters Score -9670250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -9670241.000000 Penalty: 1117.863770
	Iteration 102Q: 3 clusters Score -9670241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -9670215.000000 Penalty: 1117.863770
	Iteration 103Q: 3 clusters Score -9670215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -9670222.000000 Penalty: 1117.863770
	Iteration 104Q: 3 clusters Score -9670222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -9670212.000000 Penalty: 1117.863770
	Iteration 105Q: 3 clusters Score -9670212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -9670230.000000 Penalty: 1117.863770
	Iteration 106Q: 3 clusters Score -9670230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -9670221.000000 Penalty: 1117.863770
	Iteration 107Q: 3 clusters Score -9670221 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -9670220.000000 Penalty: 1117.863770
	Iteration 108Q: 3 clusters Score -9670220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -9670211.000000 Penalty: 1117.863770
	Iteration 109Q: 3 clusters Score -9670211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -9670213.000000 Penalty: 1117.863770
	Iteration 110Q: 3 clusters Score -9670213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -9670209.000000 Penalty: 1117.863770
	Iteration 111Q: 3 clusters Score -9670209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -9670201.000000 Penalty: 1117.863770
	Iteration 112Q: 3 clusters Score -9670201 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -9670199.000000 Penalty: 1117.863770
	Iteration 113Q: 3 clusters Score -9670199 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -9670186.000000 Penalty: 1117.863770
	Iteration 114Q: 3 clusters Score -9670186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -9670210.000000 Penalty: 1117.863770
	Iteration 115Q: 3 clusters Score -9670210 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -9670227.000000 Penalty: 1117.863770
	Iteration 116Q: 3 clusters Score -9670227 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -9670180.000000 Penalty: 1117.863770
	Iteration 117Q: 3 clusters Score -9670180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -9670189.000000 Penalty: 1117.863770
	Iteration 118Q: 3 clusters Score -9670189 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9670189 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -9670195.000000 Penalty: 1117.863770
	Iteration 120F: 3 clusters Score -9670195 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -9670171.000000 Penalty: 1117.863770
	Iteration 121Q: 3 clusters Score -9670171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9670133 nChanged 200
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Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9670110 nChanged 188
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Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9670093 nChanged 213
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Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9670106 nChanged 196
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Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9670077 nChanged 197
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Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9670078 nChanged 187
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Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9670066 nChanged 159
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Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9670070 nChanged 140
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Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9670067 nChanged 156
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Mstep: Class 1 contains 114350 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9670041 nChanged 150
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Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9670056 nChanged 172
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Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9670072 nChanged 194
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Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9670078 nChanged 180
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Mstep: Class 1 contains 113654 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 113477 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9670039 nChanged 159
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Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9670018 nChanged 127
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Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9670023 nChanged 149
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Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9670023 nChanged 182
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Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9670027 nChanged 174
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Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9670011 nChanged 189
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Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9670006 nChanged 173
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Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9670010 nChanged 145
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Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9670042 nChanged 148
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Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9670034 nChanged 153
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Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9670003 nChanged 178
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Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9670015 nChanged 176
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Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9670010 nChanged 174
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Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 104904 members 
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	Iteration 150Q: 3 clusters Score -9670003 nChanged 172
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Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9670003 nChanged 155
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Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9669993 nChanged 156
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Mstep: Class 1 contains 110869 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9669988 nChanged 125
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Mstep: Class 1 contains 110744 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9669981 nChanged 121
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Mstep: Class 1 contains 110623 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9669980 nChanged 146
Entering Unmasked Mstep 
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	Iteration 156Q: 3 clusters Score -9669990 nChanged 134
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9669975 nChanged 141
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9669976 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110046 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9669979 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9669959 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9669952 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9669957 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109509 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9669955 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9669955 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9669949 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9669922 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108965 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9669906 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108823 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9669877 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108660 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9669871 nChanged 176
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	Iteration 171Q: 3 clusters Score -9669876 nChanged 158
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	Iteration 172Q: 3 clusters Score -9669871 nChanged 160
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Mstep: Class 1 contains 107987 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9669852 nChanged 157
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Mstep: Class 1 contains 107830 members 
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	Iteration 174Q: 3 clusters Score -9669874 nChanged 170
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Mstep: Class 1 contains 107660 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9669863 nChanged 175
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Mstep: Class 1 contains 107315 members 
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	Iteration 177Q: 3 clusters Score -9669851 nChanged 170
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Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9669855 nChanged 186
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Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9669841 nChanged 194
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Mstep: Class 1 contains 106765 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9669827 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9669817 nChanged 185
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Mstep: Class 1 contains 106377 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9669844 nChanged 129
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	Iteration 183Q: 3 clusters Score -9669843 nChanged 133
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9669821 nChanged 144
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Mstep: Class 1 contains 105971 members 
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	Iteration 185Q: 3 clusters Score -9669829 nChanged 118
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9669838 nChanged 126
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Mstep: Class 1 contains 105727 members 
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	Iteration 187Q: 3 clusters Score -9669837 nChanged 139
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	Iteration 189Q: 3 clusters Score -9669842 nChanged 138
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	Iteration 190Q: 3 clusters Score -9669845 nChanged 140
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Mstep: Class 1 contains 105201 members 
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	Iteration 191Q: 3 clusters Score -9669847 nChanged 187
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Mstep: Class 1 contains 105014 members 
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	Iteration 192Q: 3 clusters Score -9669818 nChanged 186
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	Iteration 193Q: 3 clusters Score -9669817 nChanged 218
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	Iteration 194Q: 3 clusters Score -9669797 nChanged 199
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	Iteration 195Q: 3 clusters Score -9669798 nChanged 201
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Mstep: Class 2 contains 112046 members 
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	Iteration 196Q: 3 clusters Score -9669794 nChanged 220
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	Iteration 197Q: 3 clusters Score -9669776 nChanged 201
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	Iteration 198Q: 3 clusters Score -9669785 nChanged 161
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	Iteration 199Q: 3 clusters Score -9669775 nChanged 209
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Mstep: Class 1 contains 103419 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9669793 nChanged 233
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	Iteration 201Q: 3 clusters Score -9669785 nChanged 218
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	Iteration 202Q: 3 clusters Score -9669782 nChanged 196
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Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9669805 nChanged 213
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Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9669787 nChanged 209
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Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9669809 nChanged 197
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	Iteration 206Q: 3 clusters Score -9669798 nChanged 197
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Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9669822 nChanged 211
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9669834 nChanged 223
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9669828 nChanged 184
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	Iteration 211Q: 3 clusters Score -9669855 nChanged 195
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	Iteration 212Q: 3 clusters Score -9669867 nChanged 181
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9669858 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 115938 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9669862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9669842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 116249 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9669846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9669852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9669839 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9669852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9669847 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9669875 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 117229 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9669829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9669817 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9669813 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9669830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9669828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9669803 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9669816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9669825 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9669829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9669820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 118524 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9669826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9669825 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9669829 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9669838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9669857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 119035 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9669844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9669834 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9669822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9669815 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9669790 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 119559 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9669796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9669782 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9669795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 119810 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9669787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9669799 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9669774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 120188 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9669766 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 120326 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9669759 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 120408 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9669754 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 120490 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9669763 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9669763 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9669753 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9669737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9669738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9669718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 121239 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9669688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9669691 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 121444 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -9669688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 121573 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9669691 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 121679 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9669680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 121800 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9669676 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9669661 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9669664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 122267 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9669674 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9669702 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9669715 nChanged 87
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Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9669696 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9669691 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9669692 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9669701 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -9669692 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93300 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9669699 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 123003 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9669694 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9669700 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9669688 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9669691 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9669690 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92984 members 
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9669702 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92910 members 
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9669701 nChanged 93
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Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 123439 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -9669712 nChanged 85
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Mstep: Class 1 contains 92732 members 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9669702 nChanged 101
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Mstep: Class 1 contains 92631 members 
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	Iteration 284Q: 3 clusters Score -9669691 nChanged 114
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Mstep: Class 1 contains 92517 members 
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	Iteration 285Q: 3 clusters Score -9669679 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 123839 members 
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	Iteration 286Q: 3 clusters Score -9669689 nChanged 75
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Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9669686 nChanged 70
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Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 123984 members 
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	Iteration 288Q: 3 clusters Score -9669687 nChanged 72
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Mstep: Class 1 contains 92200 members 
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	Iteration 289Q: 3 clusters Score -9669700 nChanged 50
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Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 124106 members 
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	Iteration 290Q: 3 clusters Score -9669699 nChanged 50
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Mstep: Class 1 contains 92100 members 
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	Iteration 291Q: 3 clusters Score -9669706 nChanged 29
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Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 124185 members 
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	Iteration 292Q: 3 clusters Score -9669695 nChanged 28
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	Iteration 293Q: 3 clusters Score -9669696 nChanged 28
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	Iteration 294Q: 3 clusters Score -9669701 nChanged 29
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Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 124270 members 
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	Iteration 295Q: 3 clusters Score -9669704 nChanged 42
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Mstep: Class 1 contains 91944 members 
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	Iteration 296Q: 3 clusters Score -9669696 nChanged 32
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Mstep: Class 1 contains 91912 members 
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	Iteration 297Q: 3 clusters Score -9669697 nChanged 23
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Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 124367 members 
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	Iteration 298Q: 3 clusters Score -9669689 nChanged 23
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Mstep: Class 2 contains 124388 members 
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	Iteration 299Q: 3 clusters Score -9669701 nChanged 13
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Mstep: Class 1 contains 91855 members 
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	Iteration 300F: 3 clusters Score -9669694 nChanged 13
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	Iteration 301Q: 3 clusters Score -9669689 nChanged 13
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	Iteration 302Q: 3 clusters Score -9669681 nChanged 8
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	Iteration 303Q: 3 clusters Score -9669679 nChanged 14
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	Iteration 304Q: 3 clusters Score -9669697 nChanged 28
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	Iteration 305Q: 3 clusters Score -9669711 nChanged 13
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	Iteration 306Q: 3 clusters Score -9669703 nChanged 15
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	Iteration 307Q: 3 clusters Score -9669708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -9669711.000000 Penalty: 1117.863770
	Iteration 308Q: 3 clusters Score -9669711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -9669716.000000 Penalty: 1117.863770
	Iteration 309Q: 3 clusters Score -9669716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 124543 members 
Entering Unmasked Estep 
Score: -9669711.000000 Penalty: 1117.863770
	Iteration 310Q: 3 clusters Score -9669711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -9669702.000000 Penalty: 1117.863770
	Iteration 311Q: 3 clusters Score -9669702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -9669693.000000 Penalty: 1117.863770
	Iteration 312Q: 3 clusters Score -9669693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -9669688.000000 Penalty: 1117.863770
	Iteration 313Q: 3 clusters Score -9669688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -9669696.000000 Penalty: 1117.863770
	Iteration 314Q: 3 clusters Score -9669696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -9669708.000000 Penalty: 1117.863770
	Iteration 315Q: 3 clusters Score -9669708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -9669703.000000 Penalty: 1117.863770
	Iteration 316Q: 3 clusters Score -9669703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 124786 members 
Entering Unmasked Estep 
Score: -9669700.000000 Penalty: 1117.863770
	Iteration 317Q: 3 clusters Score -9669700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -9669709.000000 Penalty: 1117.863770
	Iteration 318Q: 3 clusters Score -9669709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -9669713.000000 Penalty: 1117.863770
	Iteration 319Q: 3 clusters Score -9669713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -9669709.000000 Penalty: 1117.863770
	Iteration 320F: 3 clusters Score -9669709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 124868 members 
Entering Unmasked Estep 
Score: -9669695.000000 Penalty: 1117.863770
	Iteration 321Q: 3 clusters Score -9669695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -9669694.000000 Penalty: 1117.863770
	Iteration 322Q: 3 clusters Score -9669694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 124902 members 
Entering Unmasked Estep 
Score: -9669698.000000 Penalty: 1117.863770
	Iteration 323Q: 3 clusters Score -9669698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -9669690.000000 Penalty: 1117.863770
	Iteration 324Q: 3 clusters Score -9669690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -9669695.000000 Penalty: 1117.863770
	Iteration 325Q: 3 clusters Score -9669695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -9669702.000000 Penalty: 1117.863770
	Iteration 326Q: 3 clusters Score -9669702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -9669698.000000 Penalty: 1117.863770
	Iteration 327Q: 3 clusters Score -9669698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -9669696.000000 Penalty: 1117.863770
	Iteration 328Q: 3 clusters Score -9669696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -9669696.000000 Penalty: 1117.863770
	Iteration 329F: 3 clusters Score -9669696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Entering Unmasked Estep 
Score: -728757.187500 Penalty: 441.219849
	Iteration 0F: 2 clusters Score -728757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -717936.437500 Penalty: 882.439697
	Iteration 0F: 3 clusters Score -717936.4 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -722258.437500 Penalty: 882.439697
	Iteration 1F: 3 clusters Score -722258.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -722471.250000 Penalty: 882.439697
	Iteration 2Q: 3 clusters Score -722471.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -722714.875000 Penalty: 882.439697
	Iteration 3Q: 3 clusters Score -722714.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -722981.062500 Penalty: 882.439697
	Iteration 4Q: 3 clusters Score -722981.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -723323.062500 Penalty: 882.439697
	Iteration 5Q: 3 clusters Score -723323.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -723858.187500 Penalty: 882.439697
	Iteration 6F: 3 clusters Score -723858.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -724615.625000 Penalty: 882.439697
	Iteration 7F: 3 clusters Score -724615.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -725383.937500 Penalty: 882.439697
	Iteration 8F: 3 clusters Score -725383.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -725838.500000 Penalty: 882.439697
	Iteration 9Q: 3 clusters Score -725838.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -726128.937500 Penalty: 882.439697
	Iteration 10Q: 3 clusters Score -726128.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -726410.000000 Penalty: 882.439697
	Iteration 11Q: 3 clusters Score -726410 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -726788.375000 Penalty: 882.439697
	Iteration 12Q: 3 clusters Score -726788.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -727232.750000 Penalty: 882.439697
	Iteration 13Q: 3 clusters Score -727232.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -727677.062500 Penalty: 882.439697
	Iteration 14Q: 3 clusters Score -727677.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -727960.500000 Penalty: 882.439697
	Iteration 15Q: 3 clusters Score -727960.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -728107.687500 Penalty: 882.439697
	Iteration 16Q: 3 clusters Score -728107.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -728199.875000 Penalty: 882.439697
	Iteration 17Q: 3 clusters Score -728199.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -728247.375000 Penalty: 882.439697
	Iteration 18Q: 3 clusters Score -728247.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -728268.125000 Penalty: 882.439697
	Iteration 19Q: 3 clusters Score -728268.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -728279.687500 Penalty: 882.439697
	Iteration 20F: 3 clusters Score -728279.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -728283.000000 Penalty: 882.439697
	Iteration 21Q: 3 clusters Score -728283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -728287.250000 Penalty: 882.439697
	Iteration 22Q: 3 clusters Score -728287.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -728287.812500 Penalty: 882.439697
	Iteration 23Q: 3 clusters Score -728287.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -728288.500000 Penalty: 882.439697
	Iteration 24Q: 3 clusters Score -728288.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -728288.812500 Penalty: 882.439697
	Iteration 25Q: 3 clusters Score -728288.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -728288.062500 Penalty: 882.439697
	Iteration 26Q: 3 clusters Score -728288.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -728286.375000 Penalty: 882.439697
	Iteration 27Q: 3 clusters Score -728286.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -728286.125000 Penalty: 882.439697
	Iteration 28Q: 3 clusters Score -728286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -728286.312500 Penalty: 882.439697
	Iteration 29Q: 3 clusters Score -728286.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -728283.500000 Penalty: 882.439697
	Iteration 30Q: 3 clusters Score -728283.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -728280.937500 Penalty: 882.439697
	Iteration 31Q: 3 clusters Score -728280.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -728278.187500 Penalty: 882.439697
	Iteration 32Q: 3 clusters Score -728278.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -728276.937500 Penalty: 882.439697
	Iteration 33Q: 3 clusters Score -728276.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -728277.000000 Penalty: 882.439697
	Iteration 34Q: 3 clusters Score -728277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -728275.312500 Penalty: 882.439697
	Iteration 35Q: 3 clusters Score -728275.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -728273.500000 Penalty: 882.439697
	Iteration 36Q: 3 clusters Score -728273.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -728274.687500 Penalty: 882.439697
	Iteration 37Q: 3 clusters Score -728274.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -728273.312500 Penalty: 882.439697
	Iteration 38Q: 3 clusters Score -728273.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -728273.125000 Penalty: 882.439697
	Iteration 39Q: 3 clusters Score -728273.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -728270.937500 Penalty: 882.439697
	Iteration 40F: 3 clusters Score -728270.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -728274.000000 Penalty: 882.439697
	Iteration 41Q: 3 clusters Score -728274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -728268.812500 Penalty: 882.439697
	Iteration 42Q: 3 clusters Score -728268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -728270.937500 Penalty: 882.439697
	Iteration 43Q: 3 clusters Score -728270.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -728268.750000 Penalty: 882.439697
	Iteration 44Q: 3 clusters Score -728268.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -728267.250000 Penalty: 882.439697
	Iteration 45Q: 3 clusters Score -728267.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -728265.375000 Penalty: 882.439697
	Iteration 46Q: 3 clusters Score -728265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -728265.125000 Penalty: 882.439697
	Iteration 47Q: 3 clusters Score -728265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -728263.375000 Penalty: 882.439697
	Iteration 48Q: 3 clusters Score -728263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -728262.375000 Penalty: 882.439697
	Iteration 49Q: 3 clusters Score -728262.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -728261.000000 Penalty: 882.439697
	Iteration 50Q: 3 clusters Score -728261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -728259.687500 Penalty: 882.439697
	Iteration 51Q: 3 clusters Score -728259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -728262.125000 Penalty: 882.439697
	Iteration 52Q: 3 clusters Score -728262.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -728260.250000 Penalty: 882.439697
	Iteration 53Q: 3 clusters Score -728260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -728259.437500 Penalty: 882.439697
	Iteration 54Q: 3 clusters Score -728259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -728257.500000 Penalty: 882.439697
	Iteration 55Q: 3 clusters Score -728257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -728256.500000 Penalty: 882.439697
	Iteration 56Q: 3 clusters Score -728256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -728254.875000 Penalty: 882.439697
	Iteration 57Q: 3 clusters Score -728254.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -728255.687500 Penalty: 882.439697
	Iteration 58Q: 3 clusters Score -728255.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -728255.687500 Penalty: 882.439697
	Iteration 59Q: 3 clusters Score -728255.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -728254.187500 Penalty: 882.439697
	Iteration 60F: 3 clusters Score -728254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -728253.937500 Penalty: 882.439697
	Iteration 61Q: 3 clusters Score -728253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -728252.375000 Penalty: 882.439697
	Iteration 62Q: 3 clusters Score -728252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -728252.312500 Penalty: 882.439697
	Iteration 63Q: 3 clusters Score -728252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -728252.500000 Penalty: 882.439697
	Iteration 64Q: 3 clusters Score -728252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -728253.812500 Penalty: 882.439697
	Iteration 65Q: 3 clusters Score -728253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -728253.437500 Penalty: 882.439697
	Iteration 66Q: 3 clusters Score -728253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -728253.187500 Penalty: 882.439697
	Iteration 67Q: 3 clusters Score -728253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -728251.937500 Penalty: 882.439697
	Iteration 68Q: 3 clusters Score -728251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -728250.125000 Penalty: 882.439697
	Iteration 69Q: 3 clusters Score -728250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -728248.000000 Penalty: 882.439697
	Iteration 70Q: 3 clusters Score -728248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -728247.375000 Penalty: 882.439697
	Iteration 71Q: 3 clusters Score -728247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -728248.000000 Penalty: 882.439697
	Iteration 72Q: 3 clusters Score -728248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -728248.000000 Penalty: 882.439697
	Iteration 73F: 3 clusters Score -728248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -109249.250000 Penalty: 358.092560
	Iteration 0F: 2 clusters Score -109249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -107407.320312 Penalty: 716.185120
	Iteration 0F: 3 clusters Score -107407.3 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -108054.820312 Penalty: 716.185120
	Iteration 1F: 3 clusters Score -108054.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -108189.968750 Penalty: 716.185120
	Iteration 2F: 3 clusters Score -108190 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -108356.250000 Penalty: 716.185120
	Iteration 3F: 3 clusters Score -108356.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -108545.679688 Penalty: 716.185120
	Iteration 4F: 3 clusters Score -108545.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -108695.195312 Penalty: 716.185120
	Iteration 5F: 3 clusters Score -108695.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -108822.320312 Penalty: 716.185120
	Iteration 6F: 3 clusters Score -108822.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -108896.398438 Penalty: 716.185120
	Iteration 7Q: 3 clusters Score -108896.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -108940.171875 Penalty: 716.185120
	Iteration 8Q: 3 clusters Score -108940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -108978.593750 Penalty: 716.185120
	Iteration 9Q: 3 clusters Score -108978.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -109001.726562 Penalty: 716.185120
	Iteration 10Q: 3 clusters Score -109001.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -109015.171875 Penalty: 716.185120
	Iteration 11Q: 3 clusters Score -109015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -109023.523438 Penalty: 716.185120
	Iteration 12Q: 3 clusters Score -109023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -109033.562500 Penalty: 716.185120
	Iteration 13Q: 3 clusters Score -109033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -109037.382812 Penalty: 716.185120
	Iteration 14Q: 3 clusters Score -109037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -109039.320312 Penalty: 716.185120
	Iteration 15Q: 3 clusters Score -109039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -109039.789062 Penalty: 716.185120
	Iteration 16Q: 3 clusters Score -109039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -109040.015625 Penalty: 716.185120
	Iteration 17Q: 3 clusters Score -109040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -109040.460938 Penalty: 716.185120
	Iteration 18Q: 3 clusters Score -109040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -109040.445312 Penalty: 716.185120
	Iteration 19Q: 3 clusters Score -109040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -109040.445312 Penalty: 716.185120
	Iteration 20F: 3 clusters Score -109040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1453.832153 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1453.832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1529.901245 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1529.901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1561.447021 Penalty: 371.055908
	Iteration 2F: 3 clusters Score -1561.447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1579.083862 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1579.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1579.083862 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -1579.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (315435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315435 members 
Entering Unmasked Estep 
Score: -14028496.000000 Penalty: 576.107727
	Iteration 0F: 2 clusters Score -1.40285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 157331 members 
Entering Unmasked Estep 
Score: -13819339.000000 Penalty: 1152.215454
	Iteration 0F: 3 clusters Score -1.381934e+07 nChanged 155857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -13914777.000000 Penalty: 1152.215454
	Iteration 1F: 3 clusters Score -1.391478e+07 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196496 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -13922357.000000 Penalty: 1152.215454
	Iteration 2F: 3 clusters Score -1.392236e+07 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218855 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -13937102.000000 Penalty: 1152.215454
	Iteration 3F: 3 clusters Score -1.39371e+07 nChanged 28955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247674 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -13962315.000000 Penalty: 1152.215454
	Iteration 4F: 3 clusters Score -1.396232e+07 nChanged 29620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277280 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -13993270.000000 Penalty: 1152.215454
	Iteration 5F: 3 clusters Score -1.399327e+07 nChanged 22057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299335 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -14016873.000000 Penalty: 1152.215454
	Iteration 6F: 3 clusters Score -1.401687e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310920 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -14025642.000000 Penalty: 1152.215454
	Iteration 7Q: 3 clusters Score -1.402564e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314510 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14027553.000000 Penalty: 1152.215454
	Iteration 8Q: 3 clusters Score -1.402755e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315268 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14027892.000000 Penalty: 1152.215454
	Iteration 9Q: 3 clusters Score -1.402789e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315365 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14027945.000000 Penalty: 1152.215454
	Iteration 10Q: 3 clusters Score -1.402794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315384 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14027961.000000 Penalty: 1152.215454
	Iteration 11Q: 3 clusters Score -1.402796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315389 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -14027967.000000 Penalty: 1152.215454
	Iteration 12Q: 3 clusters Score -1.402797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315389 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -14027970.000000 Penalty: 1152.215454
	Iteration 13Q: 3 clusters Score -1.402797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315389 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -14027970.000000 Penalty: 1152.215454
	Iteration 14F: 3 clusters Score -1.402797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -34596.035156 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -34596.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -33824.691406 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -33824.69 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -34126.472656 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -34126.47 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34218.695312 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -34218.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34272.203125 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -34272.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -34315.546875 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -34315.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -34336.105469 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -34336.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -34348.546875 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -34348.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34361.152344 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -34361.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34373.050781 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -34373.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -34385.085938 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -34385.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -34399.875000 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -34399.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -34415.277344 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -34415.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34424.703125 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -34424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -34430.875000 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -34430.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -34439.984375 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -34439.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -34447.644531 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -34447.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -34453.238281 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -34453.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -34456.832031 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -34456.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -34458.160156 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -34458.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -34458.527344 Penalty: 621.116882
	Iteration 19Q: 3 clusters Score -34458.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -34458.527344 Penalty: 621.116882
	Iteration 20F: 3 clusters Score -34458.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -9472.548828 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -9472.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9138.566406 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -9138.566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9223.173828 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -9223.174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9263.698242 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -9263.698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9287.100586 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -9287.101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9299.528320 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -9299.528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9307.362305 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -9307.362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9312.276367 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -9312.276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9325.318359 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -9325.318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9328.383789 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -9328.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9331.036133 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -9331.036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9331.036133 Penalty: 507.755432
	Iteration 10F: 3 clusters Score -9331.036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 40522 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 8756 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 37288 members 
Mstep: Class 8 contains 238602 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 40184 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 216256 members 
Mstep: Class 18 contains 16271 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315435 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935828.000000 Penalty: 15839.890625
Iteration 159Q: 26 clusters Score -4.693583e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 40600 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 4182 members 
Mstep: Class 6 contains 21091 members 
Mstep: Class 7 contains 37212 members 
Mstep: Class 8 contains 239509 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 800 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 40193 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 18088 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 215436 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315633 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 109382 members 
Mstep: Class 25 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936740.000000 Penalty: 15839.890625
Iteration 160F: 26 clusters Score -4.693674e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 40628 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 4176 members 
Mstep: Class 6 contains 21091 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 240222 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 40117 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 18098 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 213466 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315472 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 110222 members 
Mstep: Class 25 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937820.000000 Penalty: 15839.890625
Iteration 161Q: 26 clusters Score -4.693782e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 8692 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 21096 members 
Mstep: Class 7 contains 36976 members 
Mstep: Class 8 contains 240811 members 
Mstep: Class 9 contains 9695 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 40046 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10906 members 
Mstep: Class 15 contains 18114 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 211628 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315458 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 110902 members 
Mstep: Class 25 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938048.000000 Penalty: 15839.890625
Iteration 162Q: 26 clusters Score -4.693805e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 40756 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 8600 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 21096 members 
Mstep: Class 7 contains 36990 members 
Mstep: Class 8 contains 241320 members 
Mstep: Class 9 contains 9679 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 39961 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 10898 members 
Mstep: Class 15 contains 18116 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 209836 members 
Mstep: Class 18 contains 16993 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315560 members 
Mstep: Class 22 contains 912 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 111501 members 
Mstep: Class 25 contains 3995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938288.000000 Penalty: 15839.890625
Iteration 163Q: 26 clusters Score -4.693829e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 40813 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 8511 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 21103 members 
Mstep: Class 7 contains 37000 members 
Mstep: Class 8 contains 241822 members 
Mstep: Class 9 contains 9659 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 39902 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 208086 members 
Mstep: Class 18 contains 17182 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315690 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 112045 members 
Mstep: Class 25 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938612.000000 Penalty: 15839.890625
Iteration 164Q: 26 clusters Score -4.693861e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 40852 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 8443 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 21115 members 
Mstep: Class 7 contains 36991 members 
Mstep: Class 8 contains 242280 members 
Mstep: Class 9 contains 9635 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 39845 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 18120 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 206359 members 
Mstep: Class 18 contains 17365 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 315939 members 
Mstep: Class 22 contains 912 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 112588 members 
Mstep: Class 25 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938516.000000 Penalty: 15839.890625
Iteration 165Q: 26 clusters Score -4.693852e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 40856 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 21118 members 
Mstep: Class 7 contains 36998 members 
Mstep: Class 8 contains 242681 members 
Mstep: Class 9 contains 9621 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 18129 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 204663 members 
Mstep: Class 18 contains 17579 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 316241 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 113151 members 
Mstep: Class 25 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938600.000000 Penalty: 15839.890625
Iteration 166Q: 26 clusters Score -4.69386e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 40860 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 8366 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 21133 members 
Mstep: Class 7 contains 37006 members 
Mstep: Class 8 contains 243111 members 
Mstep: Class 9 contains 9614 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 39737 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 18141 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 203030 members 
Mstep: Class 18 contains 17791 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 316486 members 
Mstep: Class 22 contains 905 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 113707 members 
Mstep: Class 25 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938744.000000 Penalty: 15839.890625
Iteration 167Q: 26 clusters Score -4.693874e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 40874 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 37008 members 
Mstep: Class 8 contains 243514 members 
Mstep: Class 9 contains 9623 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 39700 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 18160 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 201410 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 316785 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 114288 members 
Mstep: Class 25 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938460.000000 Penalty: 15839.890625
Iteration 168Q: 26 clusters Score -4.693846e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 40893 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 21133 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 243966 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 10823 members 
Mstep: Class 15 contains 18184 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 199877 members 
Mstep: Class 18 contains 18271 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 316981 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 114856 members 
Mstep: Class 25 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938356.000000 Penalty: 15839.890625
Iteration 169Q: 26 clusters Score -4.693836e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 40904 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 8250 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 21135 members 
Mstep: Class 7 contains 37017 members 
Mstep: Class 8 contains 244496 members 
Mstep: Class 9 contains 9660 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 39627 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 18213 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 198387 members 
Mstep: Class 18 contains 18519 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317081 members 
Mstep: Class 22 contains 898 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 115441 members 
Mstep: Class 25 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938324.000000 Penalty: 15839.890625
Iteration 170Q: 26 clusters Score -4.693832e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 40927 members 
Mstep: Class 3 contains 2330 members 
Mstep: Class 4 contains 8225 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 21137 members 
Mstep: Class 7 contains 37007 members 
Mstep: Class 8 contains 244967 members 
Mstep: Class 9 contains 9680 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 4759 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 10779 members 
Mstep: Class 15 contains 18239 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 196893 members 
Mstep: Class 18 contains 18764 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317262 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 116021 members 
Mstep: Class 25 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938340.000000 Penalty: 15839.890625
Iteration 171Q: 26 clusters Score -4.693834e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 40935 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 21139 members 
Mstep: Class 7 contains 37003 members 
Mstep: Class 8 contains 245493 members 
Mstep: Class 9 contains 9686 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 4750 members 
Mstep: Class 12 contains 39606 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 18257 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 195480 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317361 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 116595 members 
Mstep: Class 25 contains 6525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938324.000000 Penalty: 15839.890625
Iteration 172Q: 26 clusters Score -4.693832e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 40944 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 36992 members 
Mstep: Class 8 contains 246008 members 
Mstep: Class 9 contains 9700 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 39614 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 10724 members 
Mstep: Class 15 contains 18270 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 194032 members 
Mstep: Class 18 contains 19245 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317446 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 117228 members 
Mstep: Class 25 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938544.000000 Penalty: 15839.890625
Iteration 173Q: 26 clusters Score -4.693854e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 40926 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 8162 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 21137 members 
Mstep: Class 7 contains 36975 members 
Mstep: Class 8 contains 246499 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 4726 members 
Mstep: Class 12 contains 39614 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 10694 members 
Mstep: Class 15 contains 18282 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 192713 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317472 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 117860 members 
Mstep: Class 25 contains 6647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938680.000000 Penalty: 15839.890625
Iteration 174Q: 26 clusters Score -4.693868e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 40916 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 21149 members 
Mstep: Class 7 contains 36966 members 
Mstep: Class 8 contains 246961 members 
Mstep: Class 9 contains 9736 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 12 contains 39603 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 10669 members 
Mstep: Class 15 contains 18295 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 191406 members 
Mstep: Class 18 contains 19712 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317492 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 118480 members 
Mstep: Class 25 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938612.000000 Penalty: 15839.890625
Iteration 175Q: 26 clusters Score -4.693861e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 40907 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 21161 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 247402 members 
Mstep: Class 9 contains 9750 members 
Mstep: Class 10 contains 638 members 
Mstep: Class 11 contains 4707 members 
Mstep: Class 12 contains 39585 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 10655 members 
Mstep: Class 15 contains 18304 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 190129 members 
Mstep: Class 18 contains 19982 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317525 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 119071 members 
Mstep: Class 25 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938640.000000 Penalty: 15839.890625
Iteration 176Q: 26 clusters Score -4.693864e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 40898 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 21171 members 
Mstep: Class 7 contains 36949 members 
Mstep: Class 8 contains 247848 members 
Mstep: Class 9 contains 9764 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 4691 members 
Mstep: Class 12 contains 39571 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 188883 members 
Mstep: Class 18 contains 20243 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317513 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 119688 members 
Mstep: Class 25 contains 6790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938672.000000 Penalty: 15839.890625
Iteration 177Q: 26 clusters Score -4.693867e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 40900 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 21184 members 
Mstep: Class 7 contains 36949 members 
Mstep: Class 8 contains 248248 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 39558 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 18328 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 187631 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317543 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 120275 members 
Mstep: Class 25 contains 6825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938664.000000 Penalty: 15839.890625
Iteration 178Q: 26 clusters Score -4.693866e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 40891 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 21194 members 
Mstep: Class 7 contains 36950 members 
Mstep: Class 8 contains 248647 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 615 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 39561 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 10596 members 
Mstep: Class 15 contains 18337 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 186338 members 
Mstep: Class 18 contains 20756 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317578 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 120909 members 
Mstep: Class 25 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938636.000000 Penalty: 15839.890625
Iteration 179Q: 26 clusters Score -4.693864e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 40872 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 21206 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 249031 members 
Mstep: Class 9 contains 9831 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 39571 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 18342 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 185094 members 
Mstep: Class 18 contains 20999 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317601 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 121533 members 
Mstep: Class 25 contains 6882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 26 clusters Score -4.693876e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 40854 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 21202 members 
Mstep: Class 7 contains 36953 members 
Mstep: Class 8 contains 249360 members 
Mstep: Class 9 contains 9843 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 39578 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 18355 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 183859 members 
Mstep: Class 18 contains 21246 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317591 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 122167 members 
Mstep: Class 25 contains 6967 members 
Entering Unmasked Estep 
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Iteration 181Q: 26 clusters Score -4.693895e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 40846 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 21199 members 
Mstep: Class 7 contains 36958 members 
Mstep: Class 8 contains 249631 members 
Mstep: Class 9 contains 9855 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 39592 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 18365 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 182635 members 
Mstep: Class 18 contains 21509 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317627 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 122793 members 
Mstep: Class 25 contains 7045 members 
Entering Unmasked Estep 
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Iteration 182Q: 26 clusters Score -4.693925e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 40842 members 
Mstep: Class 3 contains 2248 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 21199 members 
Mstep: Class 7 contains 36967 members 
Mstep: Class 8 contains 249962 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 39603 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 10508 members 
Mstep: Class 15 contains 18376 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 181461 members 
Mstep: Class 18 contains 21765 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317562 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 123394 members 
Mstep: Class 25 contains 7092 members 
Entering Unmasked Estep 
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Iteration 183Q: 26 clusters Score -4.693914e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 40832 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 21202 members 
Mstep: Class 7 contains 36963 members 
Mstep: Class 8 contains 250223 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 39610 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 18384 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 180433 members 
Mstep: Class 18 contains 22042 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317457 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 123981 members 
Mstep: Class 25 contains 7132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939420.000000 Penalty: 15839.890625
Iteration 184Q: 26 clusters Score -4.693942e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 40809 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 21217 members 
Mstep: Class 7 contains 36960 members 
Mstep: Class 8 contains 250481 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 39627 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 18387 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 179432 members 
Mstep: Class 18 contains 22299 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317360 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 124550 members 
Mstep: Class 25 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939796.000000 Penalty: 15839.890625
Iteration 185Q: 26 clusters Score -4.69398e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 40803 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 21226 members 
Mstep: Class 7 contains 36962 members 
Mstep: Class 8 contains 250725 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 39630 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 18392 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 178461 members 
Mstep: Class 18 contains 22575 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317259 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125090 members 
Mstep: Class 25 contains 7188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939864.000000 Penalty: 15839.890625
Iteration 186Q: 26 clusters Score -4.693986e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 40816 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 21240 members 
Mstep: Class 7 contains 36954 members 
Mstep: Class 8 contains 250926 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 39622 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 18402 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 177511 members 
Mstep: Class 18 contains 22849 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317202 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125615 members 
Mstep: Class 25 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939960.000000 Penalty: 15839.890625
Iteration 187Q: 26 clusters Score -4.693996e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 40838 members 
Mstep: Class 3 contains 2210 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 21252 members 
Mstep: Class 7 contains 36949 members 
Mstep: Class 8 contains 251147 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10375 members 
Mstep: Class 15 contains 18407 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 176520 members 
Mstep: Class 18 contains 23104 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317211 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 126116 members 
Mstep: Class 25 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940012.000000 Penalty: 15839.890625
Iteration 188Q: 26 clusters Score -4.694001e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 40892 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 21251 members 
Mstep: Class 7 contains 36936 members 
Mstep: Class 8 contains 251280 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 18418 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 175546 members 
Mstep: Class 18 contains 23355 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317302 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 126568 members 
Mstep: Class 25 contains 7232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940040.000000 Penalty: 15839.890625
Iteration 189Q: 26 clusters Score -4.694004e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 40958 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 21247 members 
Mstep: Class 7 contains 36924 members 
Mstep: Class 8 contains 251458 members 
Mstep: Class 9 contains 9907 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 18433 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 174604 members 
Mstep: Class 18 contains 23578 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317400 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 126967 members 
Mstep: Class 25 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940100.000000 Penalty: 15839.890625
Iteration 190Q: 26 clusters Score -4.69401e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 41033 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 21247 members 
Mstep: Class 7 contains 36917 members 
Mstep: Class 8 contains 251653 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 39598 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 10275 members 
Mstep: Class 15 contains 18444 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 173767 members 
Mstep: Class 18 contains 23784 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317442 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 127326 members 
Mstep: Class 25 contains 7253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940204.000000 Penalty: 15839.890625
Iteration 191Q: 26 clusters Score -4.69402e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 41106 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 36911 members 
Mstep: Class 8 contains 251807 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 39578 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 10252 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 172940 members 
Mstep: Class 18 contains 23994 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317526 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 127661 members 
Mstep: Class 25 contains 7272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940204.000000 Penalty: 15839.890625
Iteration 192Q: 26 clusters Score -4.69402e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 41175 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 21247 members 
Mstep: Class 7 contains 36907 members 
Mstep: Class 8 contains 251964 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 39565 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 172074 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317639 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 127967 members 
Mstep: Class 25 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940384.000000 Penalty: 15839.890625
Iteration 193Q: 26 clusters Score -4.694038e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 41253 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 21238 members 
Mstep: Class 7 contains 36902 members 
Mstep: Class 8 contains 252146 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 39552 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 10204 members 
Mstep: Class 15 contains 18477 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 171210 members 
Mstep: Class 18 contains 24478 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317725 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 128274 members 
Mstep: Class 25 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940220.000000 Penalty: 15839.890625
Iteration 194Q: 26 clusters Score -4.694022e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 41333 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 21242 members 
Mstep: Class 7 contains 36896 members 
Mstep: Class 8 contains 252291 members 
Mstep: Class 9 contains 9984 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 39539 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 18483 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 170319 members 
Mstep: Class 18 contains 24734 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 317875 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 128549 members 
Mstep: Class 25 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940376.000000 Penalty: 15839.890625
Iteration 195Q: 26 clusters Score -4.694038e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 41424 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 21245 members 
Mstep: Class 7 contains 36889 members 
Mstep: Class 8 contains 252424 members 
Mstep: Class 9 contains 10000 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 39521 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 169433 members 
Mstep: Class 18 contains 25003 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 318019 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128820 members 
Mstep: Class 25 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940312.000000 Penalty: 15839.890625
Iteration 196Q: 26 clusters Score -4.694031e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 41490 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 21235 members 
Mstep: Class 7 contains 36890 members 
Mstep: Class 8 contains 252618 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 500 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 39503 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 18505 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 168579 members 
Mstep: Class 18 contains 25247 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 318155 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 129056 members 
Mstep: Class 25 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940220.000000 Penalty: 15839.890625
Iteration 197Q: 26 clusters Score -4.694022e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 41567 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 21218 members 
Mstep: Class 7 contains 36903 members 
Mstep: Class 8 contains 252825 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 39483 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 167722 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 318326 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 129241 members 
Mstep: Class 25 contains 7375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940028.000000 Penalty: 15839.890625
Iteration 198Q: 26 clusters Score -4.694003e+07 nChanged 2089
Entering ConstructFrom: 
Score: -46940028.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -582259.250000 Penalty: 431.377563
	Iteration 0F: 2 clusters Score -582259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -573595.312500 Penalty: 862.755127
	Iteration 0F: 3 clusters Score -573595.3 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -577176.500000 Penalty: 862.755127
	Iteration 1F: 3 clusters Score -577176.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -577570.625000 Penalty: 862.755127
	Iteration 2F: 3 clusters Score -577570.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -578229.437500 Penalty: 862.755127
	Iteration 3F: 3 clusters Score -578229.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -579268.312500 Penalty: 862.755127
	Iteration 4F: 3 clusters Score -579268.3 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -580546.562500 Penalty: 862.755127
	Iteration 5F: 3 clusters Score -580546.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -581401.812500 Penalty: 862.755127
	Iteration 6F: 3 clusters Score -581401.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -581708.500000 Penalty: 862.755127
	Iteration 7Q: 3 clusters Score -581708.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -581818.125000 Penalty: 862.755127
	Iteration 8Q: 3 clusters Score -581818.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -581851.875000 Penalty: 862.755127
	Iteration 9Q: 3 clusters Score -581851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -581858.500000 Penalty: 862.755127
	Iteration 10Q: 3 clusters Score -581858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -581862.625000 Penalty: 862.755127
	Iteration 11Q: 3 clusters Score -581862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -581865.375000 Penalty: 862.755127
	Iteration 12Q: 3 clusters Score -581865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -581867.625000 Penalty: 862.755127
	Iteration 13Q: 3 clusters Score -581867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -581874.187500 Penalty: 862.755127
	Iteration 14Q: 3 clusters Score -581874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -581876.062500 Penalty: 862.755127
	Iteration 15Q: 3 clusters Score -581876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -581876.812500 Penalty: 862.755127
	Iteration 16Q: 3 clusters Score -581876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -581876.812500 Penalty: 862.755127
	Iteration 17F: 3 clusters Score -581876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Entering Unmasked Estep 
Score: -1873475.000000 Penalty: 483.993744
	Iteration 0F: 2 clusters Score -1873475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1845410.125000 Penalty: 967.987488
	Iteration 0F: 3 clusters Score -1845410 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1857278.500000 Penalty: 967.987488
	Iteration 1F: 3 clusters Score -1857278 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -1858003.250000 Penalty: 967.987488
	Iteration 2Q: 3 clusters Score -1858003 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1859315.750000 Penalty: 967.987488
	Iteration 3F: 3 clusters Score -1859316 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -1861535.375000 Penalty: 967.987488
	Iteration 4F: 3 clusters Score -1861535 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -1864888.875000 Penalty: 967.987488
	Iteration 5F: 3 clusters Score -1864889 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -1868516.000000 Penalty: 967.987488
	Iteration 6F: 3 clusters Score -1868516 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -1871132.750000 Penalty: 967.987488
	Iteration 7F: 3 clusters Score -1871133 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -1872361.250000 Penalty: 967.987488
	Iteration 8Q: 3 clusters Score -1872361 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -1872863.250000 Penalty: 967.987488
	Iteration 9Q: 3 clusters Score -1872863 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -1873071.625000 Penalty: 967.987488
	Iteration 10Q: 3 clusters Score -1873072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -1873158.125000 Penalty: 967.987488
	Iteration 11Q: 3 clusters Score -1873158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -1873202.375000 Penalty: 967.987488
	Iteration 12Q: 3 clusters Score -1873202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -1873221.500000 Penalty: 967.987488
	Iteration 13Q: 3 clusters Score -1873222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -1873234.125000 Penalty: 967.987488
	Iteration 14Q: 3 clusters Score -1873234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -1873238.750000 Penalty: 967.987488
	Iteration 15Q: 3 clusters Score -1873239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -1873245.750000 Penalty: 967.987488
	Iteration 16Q: 3 clusters Score -1873246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -1873246.875000 Penalty: 967.987488
	Iteration 17Q: 3 clusters Score -1873247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -1873247.000000 Penalty: 967.987488
	Iteration 18Q: 3 clusters Score -1873247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -1873247.000000 Penalty: 967.987488
	Iteration 19F: 3 clusters Score -1873247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -92864.562500 Penalty: 349.131653
	Iteration 0F: 2 clusters Score -92864.56 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 1084 members 
Entering Unmasked Estep 
Score: -91328.101562 Penalty: 698.263306
	Iteration 0F: 3 clusters Score -91328.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -91812.734375 Penalty: 698.263306
	Iteration 1F: 3 clusters Score -91812.73 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -91890.648438 Penalty: 698.263306
	Iteration 2F: 3 clusters Score -91890.65 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -91949.929688 Penalty: 698.263306
	Iteration 3F: 3 clusters Score -91949.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -92012.648438 Penalty: 698.263306
	Iteration 4Q: 3 clusters Score -92012.65 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -92083.273438 Penalty: 698.263306
	Iteration 5F: 3 clusters Score -92083.27 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -92148.789062 Penalty: 698.263306
	Iteration 6Q: 3 clusters Score -92148.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -92217.085938 Penalty: 698.263306
	Iteration 7Q: 3 clusters Score -92217.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -92272.109375 Penalty: 698.263306
	Iteration 8Q: 3 clusters Score -92272.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -92311.031250 Penalty: 698.263306
	Iteration 9Q: 3 clusters Score -92311.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -92343.140625 Penalty: 698.263306
	Iteration 10Q: 3 clusters Score -92343.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -92373.570312 Penalty: 698.263306
	Iteration 11Q: 3 clusters Score -92373.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -92404.835938 Penalty: 698.263306
	Iteration 12Q: 3 clusters Score -92404.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -92434.546875 Penalty: 698.263306
	Iteration 13Q: 3 clusters Score -92434.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -92465.546875 Penalty: 698.263306
	Iteration 14Q: 3 clusters Score -92465.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -92484.523438 Penalty: 698.263306
	Iteration 15Q: 3 clusters Score -92484.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -92498.515625 Penalty: 698.263306
	Iteration 16Q: 3 clusters Score -92498.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -92510.281250 Penalty: 698.263306
	Iteration 17Q: 3 clusters Score -92510.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -92518.500000 Penalty: 698.263306
	Iteration 18Q: 3 clusters Score -92518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -92525.835938 Penalty: 698.263306
	Iteration 19Q: 3 clusters Score -92525.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -92530.570312 Penalty: 698.263306
	Iteration 20F: 3 clusters Score -92530.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -92535.976562 Penalty: 698.263306
	Iteration 21Q: 3 clusters Score -92535.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -92541.242188 Penalty: 698.263306
	Iteration 22Q: 3 clusters Score -92541.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -92545.664062 Penalty: 698.263306
	Iteration 23Q: 3 clusters Score -92545.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -92547.804688 Penalty: 698.263306
	Iteration 24Q: 3 clusters Score -92547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -92549.460938 Penalty: 698.263306
	Iteration 25Q: 3 clusters Score -92549.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -92551.125000 Penalty: 698.263306
	Iteration 26Q: 3 clusters Score -92551.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -92553.625000 Penalty: 698.263306
	Iteration 27Q: 3 clusters Score -92553.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -92554.218750 Penalty: 698.263306
	Iteration 28Q: 3 clusters Score -92554.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -92554.718750 Penalty: 698.263306
	Iteration 29Q: 3 clusters Score -92554.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -92555.132812 Penalty: 698.263306
	Iteration 30Q: 3 clusters Score -92555.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -92555.218750 Penalty: 698.263306
	Iteration 31Q: 3 clusters Score -92555.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -92555.218750 Penalty: 698.263306
	Iteration 32F: 3 clusters Score -92555.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -351302.093750 Penalty: 408.803558
	Iteration 0F: 2 clusters Score -351302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -346026.906250 Penalty: 817.607117
	Iteration 0F: 3 clusters Score -346026.9 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -347906.406250 Penalty: 817.607117
	Iteration 1F: 3 clusters Score -347906.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -348028.343750 Penalty: 817.607117
	Iteration 2Q: 3 clusters Score -348028.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -348176.312500 Penalty: 817.607117
	Iteration 3Q: 3 clusters Score -348176.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -348402.250000 Penalty: 817.607117
	Iteration 4F: 3 clusters Score -348402.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -348724.875000 Penalty: 817.607117
	Iteration 5F: 3 clusters Score -348724.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -349149.781250 Penalty: 817.607117
	Iteration 6F: 3 clusters Score -349149.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -349777.093750 Penalty: 817.607117
	Iteration 7F: 3 clusters Score -349777.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -350434.625000 Penalty: 817.607117
	Iteration 8F: 3 clusters Score -350434.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -350704.875000 Penalty: 817.607117
	Iteration 9Q: 3 clusters Score -350704.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -350755.093750 Penalty: 817.607117
	Iteration 10Q: 3 clusters Score -350755.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -350774.875000 Penalty: 817.607117
	Iteration 11Q: 3 clusters Score -350774.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -350785.062500 Penalty: 817.607117
	Iteration 12Q: 3 clusters Score -350785.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -350788.250000 Penalty: 817.607117
	Iteration 13Q: 3 clusters Score -350788.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -350788.500000 Penalty: 817.607117
	Iteration 14Q: 3 clusters Score -350788.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -350790.593750 Penalty: 817.607117
	Iteration 15Q: 3 clusters Score -350790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -350792.218750 Penalty: 817.607117
	Iteration 16Q: 3 clusters Score -350792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -350793.656250 Penalty: 817.607117
	Iteration 17Q: 3 clusters Score -350793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -350793.750000 Penalty: 817.607117
	Iteration 18Q: 3 clusters Score -350793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -350794.875000 Penalty: 817.607117
	Iteration 19Q: 3 clusters Score -350794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -350794.468750 Penalty: 817.607117
	Iteration 20F: 3 clusters Score -350794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -350794.468750 Penalty: 817.607117
	Iteration 21Q: 3 clusters Score -350794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -350795.531250 Penalty: 817.607117
	Iteration 22Q: 3 clusters Score -350795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -350795.718750 Penalty: 817.607117
	Iteration 23Q: 3 clusters Score -350795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -350795.062500 Penalty: 817.607117
	Iteration 24Q: 3 clusters Score -350795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -350795.812500 Penalty: 817.607117
	Iteration 25Q: 3 clusters Score -350795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -350796.375000 Penalty: 817.607117
	Iteration 26Q: 3 clusters Score -350796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -350797.062500 Penalty: 817.607117
	Iteration 27Q: 3 clusters Score -350797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -350797.343750 Penalty: 817.607117
	Iteration 28Q: 3 clusters Score -350797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -350797.812500 Penalty: 817.607117
	Iteration 29Q: 3 clusters Score -350797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -350798.812500 Penalty: 817.607117
	Iteration 30Q: 3 clusters Score -350798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -350798.968750 Penalty: 817.607117
	Iteration 31Q: 3 clusters Score -350799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -350799.406250 Penalty: 817.607117
	Iteration 32Q: 3 clusters Score -350799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -350800.718750 Penalty: 817.607117
	Iteration 33Q: 3 clusters Score -350800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -350801.375000 Penalty: 817.607117
	Iteration 34Q: 3 clusters Score -350801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -350802.750000 Penalty: 817.607117
	Iteration 35Q: 3 clusters Score -350802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350803.906250 Penalty: 817.607117
	Iteration 36Q: 3 clusters Score -350803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -350805.718750 Penalty: 817.607117
	Iteration 37Q: 3 clusters Score -350805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -350807.156250 Penalty: 817.607117
	Iteration 38Q: 3 clusters Score -350807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -350808.937500 Penalty: 817.607117
	Iteration 39Q: 3 clusters Score -350808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -350810.343750 Penalty: 817.607117
	Iteration 40F: 3 clusters Score -350810.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350811.125000 Penalty: 817.607117
	Iteration 41Q: 3 clusters Score -350811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350812.468750 Penalty: 817.607117
	Iteration 42Q: 3 clusters Score -350812.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -350815.593750 Penalty: 817.607117
	Iteration 43Q: 3 clusters Score -350815.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -350819.125000 Penalty: 817.607117
	Iteration 44Q: 3 clusters Score -350819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -350821.656250 Penalty: 817.607117
	Iteration 45Q: 3 clusters Score -350821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -350822.187500 Penalty: 817.607117
	Iteration 46Q: 3 clusters Score -350822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -350822.906250 Penalty: 817.607117
	Iteration 47Q: 3 clusters Score -350822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -350823.468750 Penalty: 817.607117
	Iteration 48Q: 3 clusters Score -350823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350824.281250 Penalty: 817.607117
	Iteration 49Q: 3 clusters Score -350824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -350824.656250 Penalty: 817.607117
	Iteration 50Q: 3 clusters Score -350824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -350824.250000 Penalty: 817.607117
	Iteration 51Q: 3 clusters Score -350824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -350824.906250 Penalty: 817.607117
	Iteration 52Q: 3 clusters Score -350824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -350825.312500 Penalty: 817.607117
	Iteration 53Q: 3 clusters Score -350825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -350824.906250 Penalty: 817.607117
	Iteration 54Q: 3 clusters Score -350824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -350824.906250 Penalty: 817.607117
	Iteration 55F: 3 clusters Score -350824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -182383.609375 Penalty: 379.207520
	Iteration 0F: 2 clusters Score -182383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -179503.937500 Penalty: 758.415039
	Iteration 0F: 3 clusters Score -179503.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -180519.953125 Penalty: 758.415039
	Iteration 1F: 3 clusters Score -180520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -180609.468750 Penalty: 758.415039
	Iteration 2F: 3 clusters Score -180609.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -180735.718750 Penalty: 758.415039
	Iteration 3F: 3 clusters Score -180735.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -180888.046875 Penalty: 758.415039
	Iteration 4F: 3 clusters Score -180888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -181058.859375 Penalty: 758.415039
	Iteration 5F: 3 clusters Score -181058.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -181251.578125 Penalty: 758.415039
	Iteration 6F: 3 clusters Score -181251.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -181434.859375 Penalty: 758.415039
	Iteration 7Q: 3 clusters Score -181434.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -181573.921875 Penalty: 758.415039
	Iteration 8Q: 3 clusters Score -181573.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -181667.640625 Penalty: 758.415039
	Iteration 9Q: 3 clusters Score -181667.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -181738.312500 Penalty: 758.415039
	Iteration 10Q: 3 clusters Score -181738.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -181786.765625 Penalty: 758.415039
	Iteration 11Q: 3 clusters Score -181786.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -181835.390625 Penalty: 758.415039
	Iteration 12Q: 3 clusters Score -181835.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -181877.921875 Penalty: 758.415039
	Iteration 13Q: 3 clusters Score -181877.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -181913.343750 Penalty: 758.415039
	Iteration 14Q: 3 clusters Score -181913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -181933.328125 Penalty: 758.415039
	Iteration 15Q: 3 clusters Score -181933.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -181951.375000 Penalty: 758.415039
	Iteration 16Q: 3 clusters Score -181951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -181963.640625 Penalty: 758.415039
	Iteration 17Q: 3 clusters Score -181963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -181978.281250 Penalty: 758.415039
	Iteration 18Q: 3 clusters Score -181978.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -181997.781250 Penalty: 758.415039
	Iteration 19Q: 3 clusters Score -181997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -182019.234375 Penalty: 758.415039
	Iteration 20F: 3 clusters Score -182019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -182033.828125 Penalty: 758.415039
	Iteration 21Q: 3 clusters Score -182033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -182045.328125 Penalty: 758.415039
	Iteration 22Q: 3 clusters Score -182045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -182053.656250 Penalty: 758.415039
	Iteration 23Q: 3 clusters Score -182053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -182054.421875 Penalty: 758.415039
	Iteration 24Q: 3 clusters Score -182054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -182054.421875 Penalty: 758.415039
	Iteration 25F: 3 clusters Score -182054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Entering Unmasked Estep 
Score: -935505.250000 Penalty: 453.266357
	Iteration 0F: 2 clusters Score -935505.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -921255.375000 Penalty: 906.532715
	Iteration 0F: 3 clusters Score -921255.4 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -927018.062500 Penalty: 906.532715
	Iteration 1F: 3 clusters Score -927018.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -927250.750000 Penalty: 906.532715
	Iteration 2Q: 3 clusters Score -927250.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -927574.875000 Penalty: 906.532715
	Iteration 3Q: 3 clusters Score -927574.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -928017.562500 Penalty: 906.532715
	Iteration 4Q: 3 clusters Score -928017.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -928615.937500 Penalty: 906.532715
	Iteration 5F: 3 clusters Score -928615.9 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -929464.500000 Penalty: 906.532715
	Iteration 6F: 3 clusters Score -929464.5 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -930538.187500 Penalty: 906.532715
	Iteration 7F: 3 clusters Score -930538.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -931569.937500 Penalty: 906.532715
	Iteration 8F: 3 clusters Score -931569.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -932294.062500 Penalty: 906.532715
	Iteration 9Q: 3 clusters Score -932294.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -932784.750000 Penalty: 906.532715
	Iteration 10Q: 3 clusters Score -932784.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -933176.500000 Penalty: 906.532715
	Iteration 11Q: 3 clusters Score -933176.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -933536.500000 Penalty: 906.532715
	Iteration 12Q: 3 clusters Score -933536.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -933863.000000 Penalty: 906.532715
	Iteration 13Q: 3 clusters Score -933863 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -934188.437500 Penalty: 906.532715
	Iteration 14Q: 3 clusters Score -934188.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -934462.812500 Penalty: 906.532715
	Iteration 15Q: 3 clusters Score -934462.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -934666.750000 Penalty: 906.532715
	Iteration 16Q: 3 clusters Score -934666.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -934815.812500 Penalty: 906.532715
	Iteration 17Q: 3 clusters Score -934815.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -934925.750000 Penalty: 906.532715
	Iteration 18Q: 3 clusters Score -934925.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -934996.062500 Penalty: 906.532715
	Iteration 19Q: 3 clusters Score -934996.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -935036.312500 Penalty: 906.532715
	Iteration 20F: 3 clusters Score -935036.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -935064.937500 Penalty: 906.532715
	Iteration 21Q: 3 clusters Score -935064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -935077.187500 Penalty: 906.532715
	Iteration 22Q: 3 clusters Score -935077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -935089.750000 Penalty: 906.532715
	Iteration 23Q: 3 clusters Score -935089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -935095.562500 Penalty: 906.532715
	Iteration 24Q: 3 clusters Score -935095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -935098.500000 Penalty: 906.532715
	Iteration 25Q: 3 clusters Score -935098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -935101.500000 Penalty: 906.532715
	Iteration 26Q: 3 clusters Score -935101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -935102.687500 Penalty: 906.532715
	Iteration 27Q: 3 clusters Score -935102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -935104.312500 Penalty: 906.532715
	Iteration 28Q: 3 clusters Score -935104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -935103.562500 Penalty: 906.532715
	Iteration 29Q: 3 clusters Score -935103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -935104.750000 Penalty: 906.532715
	Iteration 30Q: 3 clusters Score -935104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -935105.062500 Penalty: 906.532715
	Iteration 31Q: 3 clusters Score -935105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -935105.062500 Penalty: 906.532715
	Iteration 32F: 3 clusters Score -935105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Entering Unmasked Estep 
Score: -1501928.500000 Penalty: 478.480194
	Iteration 0F: 2 clusters Score -1501928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1477124.500000 Penalty: 956.960388
	Iteration 0F: 3 clusters Score -1477124 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1488146.250000 Penalty: 956.960388
	Iteration 1F: 3 clusters Score -1488146 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -1489364.125000 Penalty: 956.960388
	Iteration 2F: 3 clusters Score -1489364 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1491205.625000 Penalty: 956.960388
	Iteration 3F: 3 clusters Score -1491206 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -1493751.125000 Penalty: 956.960388
	Iteration 4F: 3 clusters Score -1493751 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -1496683.875000 Penalty: 956.960388
	Iteration 5F: 3 clusters Score -1496684 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -1499251.375000 Penalty: 956.960388
	Iteration 6F: 3 clusters Score -1499251 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -1500687.750000 Penalty: 956.960388
	Iteration 7Q: 3 clusters Score -1500688 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -1501262.250000 Penalty: 956.960388
	Iteration 8Q: 3 clusters Score -1501262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -1501414.125000 Penalty: 956.960388
	Iteration 9Q: 3 clusters Score -1501414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -1501492.625000 Penalty: 956.960388
	Iteration 10Q: 3 clusters Score -1501493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -1501520.375000 Penalty: 956.960388
	Iteration 11Q: 3 clusters Score -1501520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -1501526.500000 Penalty: 956.960388
	Iteration 12Q: 3 clusters Score -1501526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -1501527.875000 Penalty: 956.960388
	Iteration 13Q: 3 clusters Score -1501528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -1501532.750000 Penalty: 956.960388
	Iteration 14Q: 3 clusters Score -1501533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -1501532.875000 Penalty: 956.960388
	Iteration 15Q: 3 clusters Score -1501533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -1501532.875000 Penalty: 956.960388
	Iteration 16F: 3 clusters Score -1501533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (253003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253003 members 
Entering Unmasked Estep 
Score: -11034998.000000 Penalty: 566.072632
	Iteration 0F: 2 clusters Score -1.1035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -10862951.000000 Penalty: 1132.145264
	Iteration 0F: 3 clusters Score -1.086295e+07 nChanged 124737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
Score: -10941014.000000 Penalty: 1132.145264
	Iteration 1F: 3 clusters Score -1.094101e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -10946224.000000 Penalty: 1132.145264
	Iteration 2Q: 3 clusters Score -1.094622e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -10955307.000000 Penalty: 1132.145264
	Iteration 3F: 3 clusters Score -1.095531e+07 nChanged 17229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -10969691.000000 Penalty: 1132.145264
	Iteration 4F: 3 clusters Score -1.096969e+07 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -10985214.000000 Penalty: 1132.145264
	Iteration 5F: 3 clusters Score -1.098521e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -10993980.000000 Penalty: 1132.145264
	Iteration 6F: 3 clusters Score -1.099398e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -10997337.000000 Penalty: 1132.145264
	Iteration 7Q: 3 clusters Score -1.099734e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -10999382.000000 Penalty: 1132.145264
	Iteration 8Q: 3 clusters Score -1.099938e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -11001596.000000 Penalty: 1132.145264
	Iteration 9Q: 3 clusters Score -1.10016e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -11004294.000000 Penalty: 1132.145264
	Iteration 10Q: 3 clusters Score -1.100429e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 182979 members 
Entering Unmasked Estep 
Score: -11007682.000000 Penalty: 1132.145264
	Iteration 11Q: 3 clusters Score -1.100768e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 186446 members 
Entering Unmasked Estep 
Score: -11011943.000000 Penalty: 1132.145264
	Iteration 12Q: 3 clusters Score -1.101194e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 189488 members 
Entering Unmasked Estep 
Score: -11017278.000000 Penalty: 1132.145264
	Iteration 13Q: 3 clusters Score -1.101728e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 191838 members 
Entering Unmasked Estep 
Score: -11023131.000000 Penalty: 1132.145264
	Iteration 14Q: 3 clusters Score -1.102313e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -11028048.000000 Penalty: 1132.145264
	Iteration 15Q: 3 clusters Score -1.102805e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 194383 members 
Entering Unmasked Estep 
Score: -11031398.000000 Penalty: 1132.145264
	Iteration 16Q: 3 clusters Score -1.10314e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 195194 members 
Entering Unmasked Estep 
Score: -11033386.000000 Penalty: 1132.145264
	Iteration 17Q: 3 clusters Score -1.103339e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -11034516.000000 Penalty: 1132.145264
	Iteration 18Q: 3 clusters Score -1.103452e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 196764 members 
Entering Unmasked Estep 
Score: -11035097.000000 Penalty: 1132.145264
	Iteration 19Q: 3 clusters Score -1.10351e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 197548 members 
Entering Unmasked Estep 
Score: -11035673.000000 Penalty: 1132.145264
	Iteration 20F: 3 clusters Score -1.103567e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 198149 members 
Entering Unmasked Estep 
Score: -11035989.000000 Penalty: 1132.145264
	Iteration 21Q: 3 clusters Score -1.103599e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 198824 members 
Entering Unmasked Estep 
Score: -11036025.000000 Penalty: 1132.145264
	Iteration 22Q: 3 clusters Score -1.103602e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 199498 members 
Entering Unmasked Estep 
Score: -11036111.000000 Penalty: 1132.145264
	Iteration 23Q: 3 clusters Score -1.103611e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 200174 members 
Entering Unmasked Estep 
Score: -11036135.000000 Penalty: 1132.145264
	Iteration 24Q: 3 clusters Score -1.103614e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -11036100.000000 Penalty: 1132.145264
	Iteration 25Q: 3 clusters Score -1.10361e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 201480 members 
Entering Unmasked Estep 
Score: -11036129.000000 Penalty: 1132.145264
	Iteration 26Q: 3 clusters Score -1.103613e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 202065 members 
Entering Unmasked Estep 
Score: -11036092.000000 Penalty: 1132.145264
	Iteration 27Q: 3 clusters Score -1.103609e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 202675 members 
Entering Unmasked Estep 
Score: -11036050.000000 Penalty: 1132.145264
	Iteration 28Q: 3 clusters Score -1.103605e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 203298 members 
Entering Unmasked Estep 
Score: -11036080.000000 Penalty: 1132.145264
	Iteration 29Q: 3 clusters Score -1.103608e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 203920 members 
Entering Unmasked Estep 
Score: -11036122.000000 Penalty: 1132.145264
	Iteration 30Q: 3 clusters Score -1.103612e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 204530 members 
Entering Unmasked Estep 
Score: -11036178.000000 Penalty: 1132.145264
	Iteration 31Q: 3 clusters Score -1.103618e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 205118 members 
Entering Unmasked Estep 
Score: -11036197.000000 Penalty: 1132.145264
	Iteration 32Q: 3 clusters Score -1.10362e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 205683 members 
Entering Unmasked Estep 
Score: -11036166.000000 Penalty: 1132.145264
	Iteration 33Q: 3 clusters Score -1.103617e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 206211 members 
Entering Unmasked Estep 
Score: -11036202.000000 Penalty: 1132.145264
	Iteration 34Q: 3 clusters Score -1.10362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 206718 members 
Entering Unmasked Estep 
Score: -11036210.000000 Penalty: 1132.145264
	Iteration 35Q: 3 clusters Score -1.103621e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 207196 members 
Entering Unmasked Estep 
Score: -11036229.000000 Penalty: 1132.145264
	Iteration 36Q: 3 clusters Score -1.103623e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 207695 members 
Entering Unmasked Estep 
Score: -11036199.000000 Penalty: 1132.145264
	Iteration 37Q: 3 clusters Score -1.10362e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 208192 members 
Entering Unmasked Estep 
Score: -11036189.000000 Penalty: 1132.145264
	Iteration 38Q: 3 clusters Score -1.103619e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 208689 members 
Entering Unmasked Estep 
Score: -11036217.000000 Penalty: 1132.145264
	Iteration 39Q: 3 clusters Score -1.103622e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 209228 members 
Entering Unmasked Estep 
Score: -11036269.000000 Penalty: 1132.145264
	Iteration 40F: 3 clusters Score -1.103627e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 209776 members 
Entering Unmasked Estep 
Score: -11036244.000000 Penalty: 1132.145264
	Iteration 41Q: 3 clusters Score -1.103624e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 210325 members 
Entering Unmasked Estep 
Score: -11036270.000000 Penalty: 1132.145264
	Iteration 42Q: 3 clusters Score -1.103627e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 210911 members 
Entering Unmasked Estep 
Score: -11036292.000000 Penalty: 1132.145264
	Iteration 43Q: 3 clusters Score -1.103629e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 211450 members 
Entering Unmasked Estep 
Score: -11036256.000000 Penalty: 1132.145264
	Iteration 44Q: 3 clusters Score -1.103626e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 211946 members 
Entering Unmasked Estep 
Score: -11036277.000000 Penalty: 1132.145264
	Iteration 45Q: 3 clusters Score -1.103628e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 212413 members 
Entering Unmasked Estep 
Score: -11036251.000000 Penalty: 1132.145264
	Iteration 46Q: 3 clusters Score -1.103625e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 212858 members 
Entering Unmasked Estep 
Score: -11036244.000000 Penalty: 1132.145264
	Iteration 47Q: 3 clusters Score -1.103624e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 213286 members 
Entering Unmasked Estep 
Score: -11036247.000000 Penalty: 1132.145264
	Iteration 48Q: 3 clusters Score -1.103625e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 213715 members 
Entering Unmasked Estep 
Score: -11036230.000000 Penalty: 1132.145264
	Iteration 49Q: 3 clusters Score -1.103623e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 214123 members 
Entering Unmasked Estep 
Score: -11036284.000000 Penalty: 1132.145264
	Iteration 50Q: 3 clusters Score -1.103628e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 214525 members 
Entering Unmasked Estep 
Score: -11036294.000000 Penalty: 1132.145264
	Iteration 51Q: 3 clusters Score -1.103629e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 214932 members 
Entering Unmasked Estep 
Score: -11036302.000000 Penalty: 1132.145264
	Iteration 52Q: 3 clusters Score -1.10363e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 215324 members 
Entering Unmasked Estep 
Score: -11036336.000000 Penalty: 1132.145264
	Iteration 53Q: 3 clusters Score -1.103634e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -11036319.000000 Penalty: 1132.145264
	Iteration 54Q: 3 clusters Score -1.103632e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 216095 members 
Entering Unmasked Estep 
Score: -11036285.000000 Penalty: 1132.145264
	Iteration 55Q: 3 clusters Score -1.103628e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 216436 members 
Entering Unmasked Estep 
Score: -11036297.000000 Penalty: 1132.145264
	Iteration 56Q: 3 clusters Score -1.10363e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 216744 members 
Entering Unmasked Estep 
Score: -11036289.000000 Penalty: 1132.145264
	Iteration 57Q: 3 clusters Score -1.103629e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 217050 members 
Entering Unmasked Estep 
Score: -11036230.000000 Penalty: 1132.145264
	Iteration 58Q: 3 clusters Score -1.103623e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 217338 members 
Entering Unmasked Estep 
Score: -11036199.000000 Penalty: 1132.145264
	Iteration 59Q: 3 clusters Score -1.10362e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 217636 members 
Entering Unmasked Estep 
Score: -11036176.000000 Penalty: 1132.145264
	Iteration 60F: 3 clusters Score -1.103618e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 217924 members 
Entering Unmasked Estep 
Score: -11036153.000000 Penalty: 1132.145264
	Iteration 61Q: 3 clusters Score -1.103615e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -11036188.000000 Penalty: 1132.145264
	Iteration 62Q: 3 clusters Score -1.103619e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 218568 members 
Entering Unmasked Estep 
Score: -11036143.000000 Penalty: 1132.145264
	Iteration 63Q: 3 clusters Score -1.103614e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 218924 members 
Entering Unmasked Estep 
Score: -11036147.000000 Penalty: 1132.145264
	Iteration 64Q: 3 clusters Score -1.103615e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 219286 members 
Entering Unmasked Estep 
Score: -11036188.000000 Penalty: 1132.145264
	Iteration 65Q: 3 clusters Score -1.103619e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 219628 members 
Entering Unmasked Estep 
Score: -11036189.000000 Penalty: 1132.145264
	Iteration 66Q: 3 clusters Score -1.103619e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 219935 members 
Entering Unmasked Estep 
Score: -11036126.000000 Penalty: 1132.145264
	Iteration 67Q: 3 clusters Score -1.103613e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 220225 members 
Entering Unmasked Estep 
Score: -11036111.000000 Penalty: 1132.145264
	Iteration 68Q: 3 clusters Score -1.103611e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 220492 members 
Entering Unmasked Estep 
Score: -11036111.000000 Penalty: 1132.145264
	Iteration 69Q: 3 clusters Score -1.103611e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 220750 members 
Entering Unmasked Estep 
Score: -11036062.000000 Penalty: 1132.145264
	Iteration 70Q: 3 clusters Score -1.103606e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 220984 members 
Entering Unmasked Estep 
Score: -11036087.000000 Penalty: 1132.145264
	Iteration 71Q: 3 clusters Score -1.103609e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 221201 members 
Entering Unmasked Estep 
Score: -11036077.000000 Penalty: 1132.145264
	Iteration 72Q: 3 clusters Score -1.103608e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 221420 members 
Entering Unmasked Estep 
Score: -11036047.000000 Penalty: 1132.145264
	Iteration 73Q: 3 clusters Score -1.103605e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 221663 members 
Entering Unmasked Estep 
Score: -11036015.000000 Penalty: 1132.145264
	Iteration 74Q: 3 clusters Score -1.103602e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -11036030.000000 Penalty: 1132.145264
	Iteration 75Q: 3 clusters Score -1.103603e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 222145 members 
Entering Unmasked Estep 
Score: -11036032.000000 Penalty: 1132.145264
	Iteration 76Q: 3 clusters Score -1.103603e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 222377 members 
Entering Unmasked Estep 
Score: -11035966.000000 Penalty: 1132.145264
	Iteration 77Q: 3 clusters Score -1.103597e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 222599 members 
Entering Unmasked Estep 
Score: -11035953.000000 Penalty: 1132.145264
	Iteration 78Q: 3 clusters Score -1.103595e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -11035961.000000 Penalty: 1132.145264
	Iteration 79Q: 3 clusters Score -1.103596e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 223071 members 
Entering Unmasked Estep 
Score: -11035909.000000 Penalty: 1132.145264
	Iteration 80F: 3 clusters Score -1.103591e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 223291 members 
Entering Unmasked Estep 
Score: -11035908.000000 Penalty: 1132.145264
	Iteration 81Q: 3 clusters Score -1.103591e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 223483 members 
Entering Unmasked Estep 
Score: -11035897.000000 Penalty: 1132.145264
	Iteration 82Q: 3 clusters Score -1.10359e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 223685 members 
Entering Unmasked Estep 
Score: -11035923.000000 Penalty: 1132.145264
	Iteration 83Q: 3 clusters Score -1.103592e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 223896 members 
Entering Unmasked Estep 
Score: -11035911.000000 Penalty: 1132.145264
	Iteration 84Q: 3 clusters Score -1.103591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -11035904.000000 Penalty: 1132.145264
	Iteration 85Q: 3 clusters Score -1.10359e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -11035927.000000 Penalty: 1132.145264
	Iteration 86Q: 3 clusters Score -1.103593e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 224523 members 
Entering Unmasked Estep 
Score: -11035920.000000 Penalty: 1132.145264
	Iteration 87Q: 3 clusters Score -1.103592e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -11035927.000000 Penalty: 1132.145264
	Iteration 88Q: 3 clusters Score -1.103593e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 224997 members 
Entering Unmasked Estep 
Score: -11035914.000000 Penalty: 1132.145264
	Iteration 89Q: 3 clusters Score -1.103591e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 225265 members 
Entering Unmasked Estep 
Score: -11035910.000000 Penalty: 1132.145264
	Iteration 90Q: 3 clusters Score -1.103591e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 225527 members 
Entering Unmasked Estep 
Score: -11035919.000000 Penalty: 1132.145264
	Iteration 91Q: 3 clusters Score -1.103592e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 225774 members 
Entering Unmasked Estep 
Score: -11035870.000000 Penalty: 1132.145264
	Iteration 92Q: 3 clusters Score -1.103587e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 226014 members 
Entering Unmasked Estep 
Score: -11035890.000000 Penalty: 1132.145264
	Iteration 93Q: 3 clusters Score -1.103589e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 226255 members 
Entering Unmasked Estep 
Score: -11035878.000000 Penalty: 1132.145264
	Iteration 94Q: 3 clusters Score -1.103588e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 226503 members 
Entering Unmasked Estep 
Score: -11035902.000000 Penalty: 1132.145264
	Iteration 95Q: 3 clusters Score -1.10359e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 226759 members 
Entering Unmasked Estep 
Score: -11035906.000000 Penalty: 1132.145264
	Iteration 96Q: 3 clusters Score -1.103591e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 227010 members 
Entering Unmasked Estep 
Score: -11035888.000000 Penalty: 1132.145264
	Iteration 97Q: 3 clusters Score -1.103589e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 227269 members 
Entering Unmasked Estep 
Score: -11035887.000000 Penalty: 1132.145264
	Iteration 98Q: 3 clusters Score -1.103589e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 227487 members 
Entering Unmasked Estep 
Score: -11035881.000000 Penalty: 1132.145264
	Iteration 99Q: 3 clusters Score -1.103588e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 227685 members 
Entering Unmasked Estep 
Score: -11035875.000000 Penalty: 1132.145264
	Iteration 100F: 3 clusters Score -1.103588e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 227871 members 
Entering Unmasked Estep 
Score: -11035868.000000 Penalty: 1132.145264
	Iteration 101Q: 3 clusters Score -1.103587e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 228053 members 
Entering Unmasked Estep 
Score: -11035819.000000 Penalty: 1132.145264
	Iteration 102Q: 3 clusters Score -1.103582e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 228229 members 
Entering Unmasked Estep 
Score: -11035851.000000 Penalty: 1132.145264
	Iteration 103Q: 3 clusters Score -1.103585e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 228424 members 
Entering Unmasked Estep 
Score: -11035844.000000 Penalty: 1132.145264
	Iteration 104Q: 3 clusters Score -1.103584e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 228609 members 
Entering Unmasked Estep 
Score: -11035833.000000 Penalty: 1132.145264
	Iteration 105Q: 3 clusters Score -1.103583e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -11035789.000000 Penalty: 1132.145264
	Iteration 106Q: 3 clusters Score -1.103579e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 228974 members 
Entering Unmasked Estep 
Score: -11035747.000000 Penalty: 1132.145264
	Iteration 107Q: 3 clusters Score -1.103575e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 229148 members 
Entering Unmasked Estep 
Score: -11035742.000000 Penalty: 1132.145264
	Iteration 108Q: 3 clusters Score -1.103574e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 229314 members 
Entering Unmasked Estep 
Score: -11035752.000000 Penalty: 1132.145264
	Iteration 109Q: 3 clusters Score -1.103575e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 229480 members 
Entering Unmasked Estep 
Score: -11035761.000000 Penalty: 1132.145264
	Iteration 110Q: 3 clusters Score -1.103576e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 229675 members 
Entering Unmasked Estep 
Score: -11035757.000000 Penalty: 1132.145264
	Iteration 111Q: 3 clusters Score -1.103576e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 229873 members 
Entering Unmasked Estep 
Score: -11035735.000000 Penalty: 1132.145264
	Iteration 112Q: 3 clusters Score -1.103574e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 230058 members 
Entering Unmasked Estep 
Score: -11035739.000000 Penalty: 1132.145264
	Iteration 113Q: 3 clusters Score -1.103574e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 230246 members 
Entering Unmasked Estep 
Score: -11035741.000000 Penalty: 1132.145264
	Iteration 114Q: 3 clusters Score -1.103574e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 230430 members 
Entering Unmasked Estep 
Score: -11035745.000000 Penalty: 1132.145264
	Iteration 115Q: 3 clusters Score -1.103574e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 230619 members 
Entering Unmasked Estep 
Score: -11035729.000000 Penalty: 1132.145264
	Iteration 116Q: 3 clusters Score -1.103573e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 230811 members 
Entering Unmasked Estep 
Score: -11035691.000000 Penalty: 1132.145264
	Iteration 117Q: 3 clusters Score -1.103569e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 231020 members 
Entering Unmasked Estep 
Score: -11035687.000000 Penalty: 1132.145264
	Iteration 118Q: 3 clusters Score -1.103569e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 231232 members 
Entering Unmasked Estep 
Score: -11035695.000000 Penalty: 1132.145264
	Iteration 119Q: 3 clusters Score -1.10357e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 231464 members 
Entering Unmasked Estep 
Score: -11035643.000000 Penalty: 1132.145264
	Iteration 120F: 3 clusters Score -1.103564e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 231689 members 
Entering Unmasked Estep 
Score: -11035636.000000 Penalty: 1132.145264
	Iteration 121Q: 3 clusters Score -1.103564e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 231904 members 
Entering Unmasked Estep 
Score: -11035646.000000 Penalty: 1132.145264
	Iteration 122Q: 3 clusters Score -1.103565e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 232133 members 
Entering Unmasked Estep 
Score: -11035649.000000 Penalty: 1132.145264
	Iteration 123Q: 3 clusters Score -1.103565e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 232374 members 
Entering Unmasked Estep 
Score: -11035647.000000 Penalty: 1132.145264
	Iteration 124Q: 3 clusters Score -1.103565e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -11035665.000000 Penalty: 1132.145264
	Iteration 125Q: 3 clusters Score -1.103566e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 232795 members 
Entering Unmasked Estep 
Score: -11035652.000000 Penalty: 1132.145264
	Iteration 126Q: 3 clusters Score -1.103565e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 232995 members 
Entering Unmasked Estep 
Score: -11035677.000000 Penalty: 1132.145264
	Iteration 127Q: 3 clusters Score -1.103568e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -11035728.000000 Penalty: 1132.145264
	Iteration 128Q: 3 clusters Score -1.103573e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 233369 members 
Entering Unmasked Estep 
Score: -11035747.000000 Penalty: 1132.145264
	Iteration 129Q: 3 clusters Score -1.103575e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 233555 members 
Entering Unmasked Estep 
Score: -11035725.000000 Penalty: 1132.145264
	Iteration 130Q: 3 clusters Score -1.103572e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 233732 members 
Entering Unmasked Estep 
Score: -11035740.000000 Penalty: 1132.145264
	Iteration 131Q: 3 clusters Score -1.103574e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 233901 members 
Entering Unmasked Estep 
Score: -11035735.000000 Penalty: 1132.145264
	Iteration 132Q: 3 clusters Score -1.103574e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 234051 members 
Entering Unmasked Estep 
Score: -11035730.000000 Penalty: 1132.145264
	Iteration 133Q: 3 clusters Score -1.103573e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 234191 members 
Entering Unmasked Estep 
Score: -11035710.000000 Penalty: 1132.145264
	Iteration 134Q: 3 clusters Score -1.103571e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 234333 members 
Entering Unmasked Estep 
Score: -11035669.000000 Penalty: 1132.145264
	Iteration 135Q: 3 clusters Score -1.103567e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 234462 members 
Entering Unmasked Estep 
Score: -11035668.000000 Penalty: 1132.145264
	Iteration 136Q: 3 clusters Score -1.103567e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 234600 members 
Entering Unmasked Estep 
Score: -11035673.000000 Penalty: 1132.145264
	Iteration 137Q: 3 clusters Score -1.103567e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 234751 members 
Entering Unmasked Estep 
Score: -11035671.000000 Penalty: 1132.145264
	Iteration 138Q: 3 clusters Score -1.103567e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 234909 members 
Entering Unmasked Estep 
Score: -11035653.000000 Penalty: 1132.145264
	Iteration 139Q: 3 clusters Score -1.103565e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 235062 members 
Entering Unmasked Estep 
Score: -11035633.000000 Penalty: 1132.145264
	Iteration 140F: 3 clusters Score -1.103563e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 235221 members 
Entering Unmasked Estep 
Score: -11035639.000000 Penalty: 1132.145264
	Iteration 141Q: 3 clusters Score -1.103564e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 235357 members 
Entering Unmasked Estep 
Score: -11035648.000000 Penalty: 1132.145264
	Iteration 142Q: 3 clusters Score -1.103565e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 235477 members 
Entering Unmasked Estep 
Score: -11035625.000000 Penalty: 1132.145264
	Iteration 143Q: 3 clusters Score -1.103562e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 235601 members 
Entering Unmasked Estep 
Score: -11035628.000000 Penalty: 1132.145264
	Iteration 144Q: 3 clusters Score -1.103563e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 235715 members 
Entering Unmasked Estep 
Score: -11035620.000000 Penalty: 1132.145264
	Iteration 145Q: 3 clusters Score -1.103562e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 235836 members 
Entering Unmasked Estep 
Score: -11035629.000000 Penalty: 1132.145264
	Iteration 146Q: 3 clusters Score -1.103563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 235944 members 
Entering Unmasked Estep 
Score: -11035611.000000 Penalty: 1132.145264
	Iteration 147Q: 3 clusters Score -1.103561e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 236052 members 
Entering Unmasked Estep 
Score: -11035597.000000 Penalty: 1132.145264
	Iteration 148Q: 3 clusters Score -1.10356e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 236155 members 
Entering Unmasked Estep 
Score: -11035614.000000 Penalty: 1132.145264
	Iteration 149Q: 3 clusters Score -1.103561e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 236267 members 
Entering Unmasked Estep 
Score: -11035613.000000 Penalty: 1132.145264
	Iteration 150Q: 3 clusters Score -1.103561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 236368 members 
Entering Unmasked Estep 
Score: -11035600.000000 Penalty: 1132.145264
	Iteration 151Q: 3 clusters Score -1.10356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 236475 members 
Entering Unmasked Estep 
Score: -11035591.000000 Penalty: 1132.145264
	Iteration 152Q: 3 clusters Score -1.103559e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 236584 members 
Entering Unmasked Estep 
Score: -11035597.000000 Penalty: 1132.145264
	Iteration 153Q: 3 clusters Score -1.10356e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 236678 members 
Entering Unmasked Estep 
Score: -11035584.000000 Penalty: 1132.145264
	Iteration 154Q: 3 clusters Score -1.103558e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 236773 members 
Entering Unmasked Estep 
Score: -11035600.000000 Penalty: 1132.145264
	Iteration 155Q: 3 clusters Score -1.10356e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 236870 members 
Entering Unmasked Estep 
Score: -11035596.000000 Penalty: 1132.145264
	Iteration 156Q: 3 clusters Score -1.10356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 236977 members 
Entering Unmasked Estep 
Score: -11035574.000000 Penalty: 1132.145264
	Iteration 157Q: 3 clusters Score -1.103557e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 237094 members 
Entering Unmasked Estep 
Score: -11035567.000000 Penalty: 1132.145264
	Iteration 158Q: 3 clusters Score -1.103557e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 237205 members 
Entering Unmasked Estep 
Score: -11035570.000000 Penalty: 1132.145264
	Iteration 159Q: 3 clusters Score -1.103557e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 237306 members 
Entering Unmasked Estep 
Score: -11035579.000000 Penalty: 1132.145264
	Iteration 160F: 3 clusters Score -1.103558e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 237391 members 
Entering Unmasked Estep 
Score: -11035582.000000 Penalty: 1132.145264
	Iteration 161Q: 3 clusters Score -1.103558e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 237468 members 
Entering Unmasked Estep 
Score: -11035576.000000 Penalty: 1132.145264
	Iteration 162Q: 3 clusters Score -1.103558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 237538 members 
Entering Unmasked Estep 
Score: -11035571.000000 Penalty: 1132.145264
	Iteration 163Q: 3 clusters Score -1.103557e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 237610 members 
Entering Unmasked Estep 
Score: -11035576.000000 Penalty: 1132.145264
	Iteration 164Q: 3 clusters Score -1.103558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 237674 members 
Entering Unmasked Estep 
Score: -11035583.000000 Penalty: 1132.145264
	Iteration 165Q: 3 clusters Score -1.103558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 237747 members 
Entering Unmasked Estep 
Score: -11035579.000000 Penalty: 1132.145264
	Iteration 166Q: 3 clusters Score -1.103558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 237800 members 
Entering Unmasked Estep 
Score: -11035585.000000 Penalty: 1132.145264
	Iteration 167Q: 3 clusters Score -1.103558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 237847 members 
Entering Unmasked Estep 
Score: -11035571.000000 Penalty: 1132.145264
	Iteration 168Q: 3 clusters Score -1.103557e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 237886 members 
Entering Unmasked Estep 
Score: -11035559.000000 Penalty: 1132.145264
	Iteration 169Q: 3 clusters Score -1.103556e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 237954 members 
Entering Unmasked Estep 
Score: -11035565.000000 Penalty: 1132.145264
	Iteration 170Q: 3 clusters Score -1.103556e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 238025 members 
Entering Unmasked Estep 
Score: -11035557.000000 Penalty: 1132.145264
	Iteration 171Q: 3 clusters Score -1.103556e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 238098 members 
Entering Unmasked Estep 
Score: -11035555.000000 Penalty: 1132.145264
	Iteration 172Q: 3 clusters Score -1.103556e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 238171 members 
Entering Unmasked Estep 
Score: -11035564.000000 Penalty: 1132.145264
	Iteration 173Q: 3 clusters Score -1.103556e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 238241 members 
Entering Unmasked Estep 
Score: -11035551.000000 Penalty: 1132.145264
	Iteration 174Q: 3 clusters Score -1.103555e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 238308 members 
Entering Unmasked Estep 
Score: -11035542.000000 Penalty: 1132.145264
	Iteration 175Q: 3 clusters Score -1.103554e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 238376 members 
Entering Unmasked Estep 
Score: -11035545.000000 Penalty: 1132.145264
	Iteration 176Q: 3 clusters Score -1.103554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -11035551.000000 Penalty: 1132.145264
	Iteration 177Q: 3 clusters Score -1.103555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 238486 members 
Entering Unmasked Estep 
Score: -11035536.000000 Penalty: 1132.145264
	Iteration 178Q: 3 clusters Score -1.103554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 238535 members 
Entering Unmasked Estep 
Score: -11035548.000000 Penalty: 1132.145264
	Iteration 179Q: 3 clusters Score -1.103555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 238585 members 
Entering Unmasked Estep 
Score: -11035555.000000 Penalty: 1132.145264
	Iteration 180F: 3 clusters Score -1.103556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 238633 members 
Entering Unmasked Estep 
Score: -11035541.000000 Penalty: 1132.145264
	Iteration 181Q: 3 clusters Score -1.103554e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 238699 members 
Entering Unmasked Estep 
Score: -11035525.000000 Penalty: 1132.145264
	Iteration 182Q: 3 clusters Score -1.103552e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 238763 members 
Entering Unmasked Estep 
Score: -11035494.000000 Penalty: 1132.145264
	Iteration 183Q: 3 clusters Score -1.103549e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 238829 members 
Entering Unmasked Estep 
Score: -11035478.000000 Penalty: 1132.145264
	Iteration 184Q: 3 clusters Score -1.103548e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 238891 members 
Entering Unmasked Estep 
Score: -11035464.000000 Penalty: 1132.145264
	Iteration 185Q: 3 clusters Score -1.103546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 238947 members 
Entering Unmasked Estep 
Score: -11035479.000000 Penalty: 1132.145264
	Iteration 186Q: 3 clusters Score -1.103548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 238994 members 
Entering Unmasked Estep 
Score: -11035477.000000 Penalty: 1132.145264
	Iteration 187Q: 3 clusters Score -1.103548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 239054 members 
Entering Unmasked Estep 
Score: -11035479.000000 Penalty: 1132.145264
	Iteration 188Q: 3 clusters Score -1.103548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 239120 members 
Entering Unmasked Estep 
Score: -11035479.000000 Penalty: 1132.145264
	Iteration 189Q: 3 clusters Score -1.103548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 239176 members 
Entering Unmasked Estep 
Score: -11035476.000000 Penalty: 1132.145264
	Iteration 190Q: 3 clusters Score -1.103548e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 239247 members 
Entering Unmasked Estep 
Score: -11035473.000000 Penalty: 1132.145264
	Iteration 191Q: 3 clusters Score -1.103547e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 239316 members 
Entering Unmasked Estep 
Score: -11035452.000000 Penalty: 1132.145264
	Iteration 192Q: 3 clusters Score -1.103545e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 239394 members 
Entering Unmasked Estep 
Score: -11035461.000000 Penalty: 1132.145264
	Iteration 193Q: 3 clusters Score -1.103546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -11035478.000000 Penalty: 1132.145264
	Iteration 194Q: 3 clusters Score -1.103548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 239536 members 
Entering Unmasked Estep 
Score: -11035477.000000 Penalty: 1132.145264
	Iteration 195Q: 3 clusters Score -1.103548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 239606 members 
Entering Unmasked Estep 
Score: -11035491.000000 Penalty: 1132.145264
	Iteration 196Q: 3 clusters Score -1.103549e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 239684 members 
Entering Unmasked Estep 
Score: -11035476.000000 Penalty: 1132.145264
	Iteration 197Q: 3 clusters Score -1.103548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 239752 members 
Entering Unmasked Estep 
Score: -11035481.000000 Penalty: 1132.145264
	Iteration 198Q: 3 clusters Score -1.103548e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 239830 members 
Entering Unmasked Estep 
Score: -11035456.000000 Penalty: 1132.145264
	Iteration 199Q: 3 clusters Score -1.103546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 239909 members 
Entering Unmasked Estep 
Score: -11035441.000000 Penalty: 1132.145264
	Iteration 200F: 3 clusters Score -1.103544e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 239989 members 
Entering Unmasked Estep 
Score: -11035429.000000 Penalty: 1132.145264
	Iteration 201Q: 3 clusters Score -1.103543e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 240088 members 
Entering Unmasked Estep 
Score: -11035429.000000 Penalty: 1132.145264
	Iteration 202Q: 3 clusters Score -1.103543e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 240183 members 
Entering Unmasked Estep 
Score: -11035449.000000 Penalty: 1132.145264
	Iteration 203Q: 3 clusters Score -1.103545e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 240255 members 
Entering Unmasked Estep 
Score: -11035466.000000 Penalty: 1132.145264
	Iteration 204Q: 3 clusters Score -1.103547e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 240334 members 
Entering Unmasked Estep 
Score: -11035465.000000 Penalty: 1132.145264
	Iteration 205Q: 3 clusters Score -1.103546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 240398 members 
Entering Unmasked Estep 
Score: -11035453.000000 Penalty: 1132.145264
	Iteration 206Q: 3 clusters Score -1.103545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 240460 members 
Entering Unmasked Estep 
Score: -11035434.000000 Penalty: 1132.145264
	Iteration 207Q: 3 clusters Score -1.103543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 240528 members 
Entering Unmasked Estep 
Score: -11035424.000000 Penalty: 1132.145264
	Iteration 208Q: 3 clusters Score -1.103542e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 240595 members 
Entering Unmasked Estep 
Score: -11035410.000000 Penalty: 1132.145264
	Iteration 209Q: 3 clusters Score -1.103541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 240657 members 
Entering Unmasked Estep 
Score: -11035394.000000 Penalty: 1132.145264
	Iteration 210Q: 3 clusters Score -1.103539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 240713 members 
Entering Unmasked Estep 
Score: -11035371.000000 Penalty: 1132.145264
	Iteration 211Q: 3 clusters Score -1.103537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 240763 members 
Entering Unmasked Estep 
Score: -11035379.000000 Penalty: 1132.145264
	Iteration 212Q: 3 clusters Score -1.103538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 240817 members 
Entering Unmasked Estep 
Score: -11035373.000000 Penalty: 1132.145264
	Iteration 213Q: 3 clusters Score -1.103537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 240867 members 
Entering Unmasked Estep 
Score: -11035379.000000 Penalty: 1132.145264
	Iteration 214Q: 3 clusters Score -1.103538e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 240916 members 
Entering Unmasked Estep 
Score: -11035369.000000 Penalty: 1132.145264
	Iteration 215Q: 3 clusters Score -1.103537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 240976 members 
Entering Unmasked Estep 
Score: -11035367.000000 Penalty: 1132.145264
	Iteration 216Q: 3 clusters Score -1.103537e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 241045 members 
Entering Unmasked Estep 
Score: -11035361.000000 Penalty: 1132.145264
	Iteration 217Q: 3 clusters Score -1.103536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 241111 members 
Entering Unmasked Estep 
Score: -11035380.000000 Penalty: 1132.145264
	Iteration 218Q: 3 clusters Score -1.103538e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 241181 members 
Entering Unmasked Estep 
Score: -11035366.000000 Penalty: 1132.145264
	Iteration 219Q: 3 clusters Score -1.103537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 241242 members 
Entering Unmasked Estep 
Score: -11035348.000000 Penalty: 1132.145264
	Iteration 220F: 3 clusters Score -1.103535e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 241301 members 
Entering Unmasked Estep 
Score: -11035353.000000 Penalty: 1132.145264
	Iteration 221Q: 3 clusters Score -1.103535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 241347 members 
Entering Unmasked Estep 
Score: -11035364.000000 Penalty: 1132.145264
	Iteration 222Q: 3 clusters Score -1.103536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 241386 members 
Entering Unmasked Estep 
Score: -11035356.000000 Penalty: 1132.145264
	Iteration 223Q: 3 clusters Score -1.103536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 241421 members 
Entering Unmasked Estep 
Score: -11035342.000000 Penalty: 1132.145264
	Iteration 224Q: 3 clusters Score -1.103534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 241452 members 
Entering Unmasked Estep 
Score: -11035330.000000 Penalty: 1132.145264
	Iteration 225Q: 3 clusters Score -1.103533e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 241493 members 
Entering Unmasked Estep 
Score: -11035316.000000 Penalty: 1132.145264
	Iteration 226Q: 3 clusters Score -1.103532e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 241555 members 
Entering Unmasked Estep 
Score: -11035312.000000 Penalty: 1132.145264
	Iteration 227Q: 3 clusters Score -1.103531e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 241605 members 
Entering Unmasked Estep 
Score: -11035294.000000 Penalty: 1132.145264
	Iteration 228Q: 3 clusters Score -1.103529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 241652 members 
Entering Unmasked Estep 
Score: -11035293.000000 Penalty: 1132.145264
	Iteration 229Q: 3 clusters Score -1.103529e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 241705 members 
Entering Unmasked Estep 
Score: -11035290.000000 Penalty: 1132.145264
	Iteration 230Q: 3 clusters Score -1.103529e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 241758 members 
Entering Unmasked Estep 
Score: -11035283.000000 Penalty: 1132.145264
	Iteration 231Q: 3 clusters Score -1.103528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 241813 members 
Entering Unmasked Estep 
Score: -11035277.000000 Penalty: 1132.145264
	Iteration 232Q: 3 clusters Score -1.103528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 241865 members 
Entering Unmasked Estep 
Score: -11035273.000000 Penalty: 1132.145264
	Iteration 233Q: 3 clusters Score -1.103527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 241919 members 
Entering Unmasked Estep 
Score: -11035283.000000 Penalty: 1132.145264
	Iteration 234Q: 3 clusters Score -1.103528e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 241960 members 
Entering Unmasked Estep 
Score: -11035302.000000 Penalty: 1132.145264
	Iteration 235Q: 3 clusters Score -1.10353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 241997 members 
Entering Unmasked Estep 
Score: -11035309.000000 Penalty: 1132.145264
	Iteration 236Q: 3 clusters Score -1.103531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 242029 members 
Entering Unmasked Estep 
Score: -11035290.000000 Penalty: 1132.145264
	Iteration 237Q: 3 clusters Score -1.103529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 242063 members 
Entering Unmasked Estep 
Score: -11035295.000000 Penalty: 1132.145264
	Iteration 238Q: 3 clusters Score -1.10353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 242085 members 
Entering Unmasked Estep 
Score: -11035293.000000 Penalty: 1132.145264
	Iteration 239Q: 3 clusters Score -1.103529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 242109 members 
Entering Unmasked Estep 
Score: -11035287.000000 Penalty: 1132.145264
	Iteration 240F: 3 clusters Score -1.103529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 242126 members 
Entering Unmasked Estep 
Score: -11035278.000000 Penalty: 1132.145264
	Iteration 241Q: 3 clusters Score -1.103528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 242147 members 
Entering Unmasked Estep 
Score: -11035266.000000 Penalty: 1132.145264
	Iteration 242Q: 3 clusters Score -1.103527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 242166 members 
Entering Unmasked Estep 
Score: -11035267.000000 Penalty: 1132.145264
	Iteration 243Q: 3 clusters Score -1.103527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 242180 members 
Entering Unmasked Estep 
Score: -11035271.000000 Penalty: 1132.145264
	Iteration 244Q: 3 clusters Score -1.103527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 242193 members 
Entering Unmasked Estep 
Score: -11035263.000000 Penalty: 1132.145264
	Iteration 245Q: 3 clusters Score -1.103526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 242208 members 
Entering Unmasked Estep 
Score: -11035284.000000 Penalty: 1132.145264
	Iteration 246Q: 3 clusters Score -1.103528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 242224 members 
Entering Unmasked Estep 
Score: -11035282.000000 Penalty: 1132.145264
	Iteration 247Q: 3 clusters Score -1.103528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 242238 members 
Entering Unmasked Estep 
Score: -11035283.000000 Penalty: 1132.145264
	Iteration 248Q: 3 clusters Score -1.103528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 242251 members 
Entering Unmasked Estep 
Score: -11035279.000000 Penalty: 1132.145264
	Iteration 249Q: 3 clusters Score -1.103528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 242262 members 
Entering Unmasked Estep 
Score: -11035277.000000 Penalty: 1132.145264
	Iteration 250Q: 3 clusters Score -1.103528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 242274 members 
Entering Unmasked Estep 
Score: -11035278.000000 Penalty: 1132.145264
	Iteration 251Q: 3 clusters Score -1.103528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 242285 members 
Entering Unmasked Estep 
Score: -11035284.000000 Penalty: 1132.145264
	Iteration 252Q: 3 clusters Score -1.103528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 242292 members 
Entering Unmasked Estep 
Score: -11035275.000000 Penalty: 1132.145264
	Iteration 253Q: 3 clusters Score -1.103528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 242300 members 
Entering Unmasked Estep 
Score: -11035278.000000 Penalty: 1132.145264
	Iteration 254Q: 3 clusters Score -1.103528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 242310 members 
Entering Unmasked Estep 
Score: -11035274.000000 Penalty: 1132.145264
	Iteration 255Q: 3 clusters Score -1.103527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 242319 members 
Entering Unmasked Estep 
Score: -11035265.000000 Penalty: 1132.145264
	Iteration 256Q: 3 clusters Score -1.103526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 242336 members 
Entering Unmasked Estep 
Score: -11035268.000000 Penalty: 1132.145264
	Iteration 257Q: 3 clusters Score -1.103527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 242351 members 
Entering Unmasked Estep 
Score: -11035266.000000 Penalty: 1132.145264
	Iteration 258Q: 3 clusters Score -1.103527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 242372 members 
Entering Unmasked Estep 
Score: -11035267.000000 Penalty: 1132.145264
	Iteration 259Q: 3 clusters Score -1.103527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 242392 members 
Entering Unmasked Estep 
Score: -11035255.000000 Penalty: 1132.145264
	Iteration 260F: 3 clusters Score -1.103526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 242403 members 
Entering Unmasked Estep 
Score: -11035260.000000 Penalty: 1132.145264
	Iteration 261Q: 3 clusters Score -1.103526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 242409 members 
Entering Unmasked Estep 
Score: -11035244.000000 Penalty: 1132.145264
	Iteration 262Q: 3 clusters Score -1.103524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 242417 members 
Entering Unmasked Estep 
Score: -11035243.000000 Penalty: 1132.145264
	Iteration 263Q: 3 clusters Score -1.103524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 242425 members 
Entering Unmasked Estep 
Score: -11035241.000000 Penalty: 1132.145264
	Iteration 264Q: 3 clusters Score -1.103524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 242434 members 
Entering Unmasked Estep 
Score: -11035248.000000 Penalty: 1132.145264
	Iteration 265Q: 3 clusters Score -1.103525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 242445 members 
Entering Unmasked Estep 
Score: -11035230.000000 Penalty: 1132.145264
	Iteration 266Q: 3 clusters Score -1.103523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 242456 members 
Entering Unmasked Estep 
Score: -11035224.000000 Penalty: 1132.145264
	Iteration 267Q: 3 clusters Score -1.103522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 242471 members 
Entering Unmasked Estep 
Score: -11035225.000000 Penalty: 1132.145264
	Iteration 268Q: 3 clusters Score -1.103522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 242486 members 
Entering Unmasked Estep 
Score: -11035222.000000 Penalty: 1132.145264
	Iteration 269Q: 3 clusters Score -1.103522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 242500 members 
Entering Unmasked Estep 
Score: -11035227.000000 Penalty: 1132.145264
	Iteration 270Q: 3 clusters Score -1.103523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 242512 members 
Entering Unmasked Estep 
Score: -11035229.000000 Penalty: 1132.145264
	Iteration 271Q: 3 clusters Score -1.103523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 242531 members 
Entering Unmasked Estep 
Score: -11035217.000000 Penalty: 1132.145264
	Iteration 272Q: 3 clusters Score -1.103522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 242553 members 
Entering Unmasked Estep 
Score: -11035223.000000 Penalty: 1132.145264
	Iteration 273Q: 3 clusters Score -1.103522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 242579 members 
Entering Unmasked Estep 
Score: -11035212.000000 Penalty: 1132.145264
	Iteration 274Q: 3 clusters Score -1.103521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 242597 members 
Entering Unmasked Estep 
Score: -11035199.000000 Penalty: 1132.145264
	Iteration 275Q: 3 clusters Score -1.10352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 242621 members 
Entering Unmasked Estep 
Score: -11035198.000000 Penalty: 1132.145264
	Iteration 276Q: 3 clusters Score -1.10352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 242642 members 
Entering Unmasked Estep 
Score: -11035190.000000 Penalty: 1132.145264
	Iteration 277Q: 3 clusters Score -1.103519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 242667 members 
Entering Unmasked Estep 
Score: -11035180.000000 Penalty: 1132.145264
	Iteration 278Q: 3 clusters Score -1.103518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 242695 members 
Entering Unmasked Estep 
Score: -11035183.000000 Penalty: 1132.145264
	Iteration 279Q: 3 clusters Score -1.103518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 242732 members 
Entering Unmasked Estep 
Score: -11035174.000000 Penalty: 1132.145264
	Iteration 280F: 3 clusters Score -1.103517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 242773 members 
Entering Unmasked Estep 
Score: -11035172.000000 Penalty: 1132.145264
	Iteration 281Q: 3 clusters Score -1.103517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 242811 members 
Entering Unmasked Estep 
Score: -11035182.000000 Penalty: 1132.145264
	Iteration 282Q: 3 clusters Score -1.103518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 242862 members 
Entering Unmasked Estep 
Score: -11035165.000000 Penalty: 1132.145264
	Iteration 283Q: 3 clusters Score -1.103516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 242897 members 
Entering Unmasked Estep 
Score: -11035164.000000 Penalty: 1132.145264
	Iteration 284Q: 3 clusters Score -1.103516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 242938 members 
Entering Unmasked Estep 
Score: -11035162.000000 Penalty: 1132.145264
	Iteration 285Q: 3 clusters Score -1.103516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 242984 members 
Entering Unmasked Estep 
Score: -11035145.000000 Penalty: 1132.145264
	Iteration 286Q: 3 clusters Score -1.103514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 243028 members 
Entering Unmasked Estep 
Score: -11035142.000000 Penalty: 1132.145264
	Iteration 287Q: 3 clusters Score -1.103514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 243093 members 
Entering Unmasked Estep 
Score: -11035155.000000 Penalty: 1132.145264
	Iteration 288Q: 3 clusters Score -1.103516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 243140 members 
Entering Unmasked Estep 
Score: -11035151.000000 Penalty: 1132.145264
	Iteration 289Q: 3 clusters Score -1.103515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 243198 members 
Entering Unmasked Estep 
Score: -11035145.000000 Penalty: 1132.145264
	Iteration 290Q: 3 clusters Score -1.103514e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 243253 members 
Entering Unmasked Estep 
Score: -11035144.000000 Penalty: 1132.145264
	Iteration 291Q: 3 clusters Score -1.103514e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 243309 members 
Entering Unmasked Estep 
Score: -11035130.000000 Penalty: 1132.145264
	Iteration 292Q: 3 clusters Score -1.103513e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 243356 members 
Entering Unmasked Estep 
Score: -11035121.000000 Penalty: 1132.145264
	Iteration 293Q: 3 clusters Score -1.103512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 243396 members 
Entering Unmasked Estep 
Score: -11035119.000000 Penalty: 1132.145264
	Iteration 294Q: 3 clusters Score -1.103512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 243442 members 
Entering Unmasked Estep 
Score: -11035102.000000 Penalty: 1132.145264
	Iteration 295Q: 3 clusters Score -1.10351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 243486 members 
Entering Unmasked Estep 
Score: -11035098.000000 Penalty: 1132.145264
	Iteration 296Q: 3 clusters Score -1.10351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 243527 members 
Entering Unmasked Estep 
Score: -11035096.000000 Penalty: 1132.145264
	Iteration 297Q: 3 clusters Score -1.10351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 243579 members 
Entering Unmasked Estep 
Score: -11035097.000000 Penalty: 1132.145264
	Iteration 298Q: 3 clusters Score -1.10351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 243628 members 
Entering Unmasked Estep 
Score: -11035070.000000 Penalty: 1132.145264
	Iteration 299Q: 3 clusters Score -1.103507e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 243674 members 
Entering Unmasked Estep 
Score: -11035091.000000 Penalty: 1132.145264
	Iteration 300F: 3 clusters Score -1.103509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 243717 members 
Entering Unmasked Estep 
Score: -11035096.000000 Penalty: 1132.145264
	Iteration 301Q: 3 clusters Score -1.10351e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 243767 members 
Entering Unmasked Estep 
Score: -11035077.000000 Penalty: 1132.145264
	Iteration 302Q: 3 clusters Score -1.103508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 243823 members 
Entering Unmasked Estep 
Score: -11035068.000000 Penalty: 1132.145264
	Iteration 303Q: 3 clusters Score -1.103507e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 243872 members 
Entering Unmasked Estep 
Score: -11035087.000000 Penalty: 1132.145264
	Iteration 304Q: 3 clusters Score -1.103509e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 243918 members 
Entering Unmasked Estep 
Score: -11035085.000000 Penalty: 1132.145264
	Iteration 305Q: 3 clusters Score -1.103508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 243959 members 
Entering Unmasked Estep 
Score: -11035070.000000 Penalty: 1132.145264
	Iteration 306Q: 3 clusters Score -1.103507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 244004 members 
Entering Unmasked Estep 
Score: -11035084.000000 Penalty: 1132.145264
	Iteration 307Q: 3 clusters Score -1.103508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 244044 members 
Entering Unmasked Estep 
Score: -11035078.000000 Penalty: 1132.145264
	Iteration 308Q: 3 clusters Score -1.103508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 244079 members 
Entering Unmasked Estep 
Score: -11035075.000000 Penalty: 1132.145264
	Iteration 309Q: 3 clusters Score -1.103508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 244106 members 
Entering Unmasked Estep 
Score: -11035083.000000 Penalty: 1132.145264
	Iteration 310Q: 3 clusters Score -1.103508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 244135 members 
Entering Unmasked Estep 
Score: -11035073.000000 Penalty: 1132.145264
	Iteration 311Q: 3 clusters Score -1.103507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 244170 members 
Entering Unmasked Estep 
Score: -11035075.000000 Penalty: 1132.145264
	Iteration 312Q: 3 clusters Score -1.103508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 244205 members 
Entering Unmasked Estep 
Score: -11035074.000000 Penalty: 1132.145264
	Iteration 313Q: 3 clusters Score -1.103507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 244242 members 
Entering Unmasked Estep 
Score: -11035063.000000 Penalty: 1132.145264
	Iteration 314Q: 3 clusters Score -1.103506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 244283 members 
Entering Unmasked Estep 
Score: -11035039.000000 Penalty: 1132.145264
	Iteration 315Q: 3 clusters Score -1.103504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 244312 members 
Entering Unmasked Estep 
Score: -11035032.000000 Penalty: 1132.145264
	Iteration 316Q: 3 clusters Score -1.103503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 244332 members 
Entering Unmasked Estep 
Score: -11035029.000000 Penalty: 1132.145264
	Iteration 317Q: 3 clusters Score -1.103503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 244357 members 
Entering Unmasked Estep 
Score: -11035012.000000 Penalty: 1132.145264
	Iteration 318Q: 3 clusters Score -1.103501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 244381 members 
Entering Unmasked Estep 
Score: -11035005.000000 Penalty: 1132.145264
	Iteration 319Q: 3 clusters Score -1.1035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 244404 members 
Entering Unmasked Estep 
Score: -11035011.000000 Penalty: 1132.145264
	Iteration 320F: 3 clusters Score -1.103501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 244437 members 
Entering Unmasked Estep 
Score: -11035021.000000 Penalty: 1132.145264
	Iteration 321Q: 3 clusters Score -1.103502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 244477 members 
Entering Unmasked Estep 
Score: -11035013.000000 Penalty: 1132.145264
	Iteration 322Q: 3 clusters Score -1.103501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 244523 members 
Entering Unmasked Estep 
Score: -11035004.000000 Penalty: 1132.145264
	Iteration 323Q: 3 clusters Score -1.1035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 244568 members 
Entering Unmasked Estep 
Score: -11035005.000000 Penalty: 1132.145264
	Iteration 324Q: 3 clusters Score -1.1035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 244613 members 
Entering Unmasked Estep 
Score: -11034997.000000 Penalty: 1132.145264
	Iteration 325Q: 3 clusters Score -1.1035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 244663 members 
Entering Unmasked Estep 
Score: -11035007.000000 Penalty: 1132.145264
	Iteration 326Q: 3 clusters Score -1.103501e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 244712 members 
Entering Unmasked Estep 
Score: -11035004.000000 Penalty: 1132.145264
	Iteration 327Q: 3 clusters Score -1.1035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 244745 members 
Entering Unmasked Estep 
Score: -11034999.000000 Penalty: 1132.145264
	Iteration 328Q: 3 clusters Score -1.1035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 244784 members 
Entering Unmasked Estep 
Score: -11035001.000000 Penalty: 1132.145264
	Iteration 329Q: 3 clusters Score -1.1035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 244824 members 
Entering Unmasked Estep 
Score: -11034990.000000 Penalty: 1132.145264
	Iteration 330Q: 3 clusters Score -1.103499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 244857 members 
Entering Unmasked Estep 
Score: -11034982.000000 Penalty: 1132.145264
	Iteration 331Q: 3 clusters Score -1.103498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 244879 members 
Entering Unmasked Estep 
Score: -11034987.000000 Penalty: 1132.145264
	Iteration 332Q: 3 clusters Score -1.103499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 244897 members 
Entering Unmasked Estep 
Score: -11034991.000000 Penalty: 1132.145264
	Iteration 333Q: 3 clusters Score -1.103499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 244914 members 
Entering Unmasked Estep 
Score: -11035001.000000 Penalty: 1132.145264
	Iteration 334Q: 3 clusters Score -1.1035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 244930 members 
Entering Unmasked Estep 
Score: -11034985.000000 Penalty: 1132.145264
	Iteration 335Q: 3 clusters Score -1.103498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 244951 members 
Entering Unmasked Estep 
Score: -11035004.000000 Penalty: 1132.145264
	Iteration 336Q: 3 clusters Score -1.1035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 244971 members 
Entering Unmasked Estep 
Score: -11035005.000000 Penalty: 1132.145264
	Iteration 337Q: 3 clusters Score -1.1035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 244990 members 
Entering Unmasked Estep 
Score: -11035013.000000 Penalty: 1132.145264
	Iteration 338Q: 3 clusters Score -1.103501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 245006 members 
Entering Unmasked Estep 
Score: -11035019.000000 Penalty: 1132.145264
	Iteration 339Q: 3 clusters Score -1.103502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 245021 members 
Entering Unmasked Estep 
Score: -11035014.000000 Penalty: 1132.145264
	Iteration 340F: 3 clusters Score -1.103501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 245043 members 
Entering Unmasked Estep 
Score: -11035017.000000 Penalty: 1132.145264
	Iteration 341Q: 3 clusters Score -1.103502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 245062 members 
Entering Unmasked Estep 
Score: -11035010.000000 Penalty: 1132.145264
	Iteration 342Q: 3 clusters Score -1.103501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 245073 members 
Entering Unmasked Estep 
Score: -11035011.000000 Penalty: 1132.145264
	Iteration 343Q: 3 clusters Score -1.103501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 245088 members 
Entering Unmasked Estep 
Score: -11034994.000000 Penalty: 1132.145264
	Iteration 344Q: 3 clusters Score -1.103499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 245101 members 
Entering Unmasked Estep 
Score: -11034982.000000 Penalty: 1132.145264
	Iteration 345Q: 3 clusters Score -1.103498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 245122 members 
Entering Unmasked Estep 
Score: -11034969.000000 Penalty: 1132.145264
	Iteration 346Q: 3 clusters Score -1.103497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 245144 members 
Entering Unmasked Estep 
Score: -11034966.000000 Penalty: 1132.145264
	Iteration 347Q: 3 clusters Score -1.103497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 245164 members 
Entering Unmasked Estep 
Score: -11034979.000000 Penalty: 1132.145264
	Iteration 348Q: 3 clusters Score -1.103498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 245175 members 
Entering Unmasked Estep 
Score: -11034985.000000 Penalty: 1132.145264
	Iteration 349Q: 3 clusters Score -1.103498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 245190 members 
Entering Unmasked Estep 
Score: -11034985.000000 Penalty: 1132.145264
	Iteration 350Q: 3 clusters Score -1.103498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 245204 members 
Entering Unmasked Estep 
Score: -11034975.000000 Penalty: 1132.145264
	Iteration 351Q: 3 clusters Score -1.103498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 245216 members 
Entering Unmasked Estep 
Score: -11034980.000000 Penalty: 1132.145264
	Iteration 352Q: 3 clusters Score -1.103498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 245224 members 
Entering Unmasked Estep 
Score: -11034977.000000 Penalty: 1132.145264
	Iteration 353Q: 3 clusters Score -1.103498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 245245 members 
Entering Unmasked Estep 
Score: -11034981.000000 Penalty: 1132.145264
	Iteration 354Q: 3 clusters Score -1.103498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 245257 members 
Entering Unmasked Estep 
Score: -11034988.000000 Penalty: 1132.145264
	Iteration 355Q: 3 clusters Score -1.103499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 245274 members 
Entering Unmasked Estep 
Score: -11034990.000000 Penalty: 1132.145264
	Iteration 356Q: 3 clusters Score -1.103499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 245294 members 
Entering Unmasked Estep 
Score: -11034987.000000 Penalty: 1132.145264
	Iteration 357Q: 3 clusters Score -1.103499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 245316 members 
Entering Unmasked Estep 
Score: -11034980.000000 Penalty: 1132.145264
	Iteration 358Q: 3 clusters Score -1.103498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 245328 members 
Entering Unmasked Estep 
Score: -11034978.000000 Penalty: 1132.145264
	Iteration 359Q: 3 clusters Score -1.103498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 245338 members 
Entering Unmasked Estep 
Score: -11034985.000000 Penalty: 1132.145264
	Iteration 360F: 3 clusters Score -1.103498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 245346 members 
Entering Unmasked Estep 
Score: -11034974.000000 Penalty: 1132.145264
	Iteration 361Q: 3 clusters Score -1.103497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 245363 members 
Entering Unmasked Estep 
Score: -11034966.000000 Penalty: 1132.145264
	Iteration 362Q: 3 clusters Score -1.103497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 245378 members 
Entering Unmasked Estep 
Score: -11034960.000000 Penalty: 1132.145264
	Iteration 363Q: 3 clusters Score -1.103496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 245389 members 
Entering Unmasked Estep 
Score: -11034966.000000 Penalty: 1132.145264
	Iteration 364Q: 3 clusters Score -1.103497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 245400 members 
Entering Unmasked Estep 
Score: -11034957.000000 Penalty: 1132.145264
	Iteration 365Q: 3 clusters Score -1.103496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 245407 members 
Entering Unmasked Estep 
Score: -11034950.000000 Penalty: 1132.145264
	Iteration 366Q: 3 clusters Score -1.103495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 245413 members 
Entering Unmasked Estep 
Score: -11034951.000000 Penalty: 1132.145264
	Iteration 367Q: 3 clusters Score -1.103495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 245421 members 
Entering Unmasked Estep 
Score: -11034943.000000 Penalty: 1132.145264
	Iteration 368Q: 3 clusters Score -1.103494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 245427 members 
Entering Unmasked Estep 
Score: -11034953.000000 Penalty: 1132.145264
	Iteration 369Q: 3 clusters Score -1.103495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 245431 members 
Entering Unmasked Estep 
Score: -11034954.000000 Penalty: 1132.145264
	Iteration 370Q: 3 clusters Score -1.103495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 245436 members 
Entering Unmasked Estep 
Score: -11034954.000000 Penalty: 1132.145264
	Iteration 371Q: 3 clusters Score -1.103495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 245436 members 
Entering Unmasked Estep 
Score: -11034954.000000 Penalty: 1132.145264
	Iteration 372F: 3 clusters Score -1.103495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -430023.218750 Penalty: 419.097778
	Iteration 0F: 2 clusters Score -430023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -423291.218750 Penalty: 838.195557
	Iteration 0F: 3 clusters Score -423291.2 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -426076.937500 Penalty: 838.195557
	Iteration 1F: 3 clusters Score -426076.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -426384.093750 Penalty: 838.195557
	Iteration 2F: 3 clusters Score -426384.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -426806.031250 Penalty: 838.195557
	Iteration 3F: 3 clusters Score -426806 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -427358.000000 Penalty: 838.195557
	Iteration 4F: 3 clusters Score -427358 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -428074.500000 Penalty: 838.195557
	Iteration 5F: 3 clusters Score -428074.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -428776.218750 Penalty: 838.195557
	Iteration 6F: 3 clusters Score -428776.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -429222.031250 Penalty: 838.195557
	Iteration 7Q: 3 clusters Score -429222 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -429453.093750 Penalty: 838.195557
	Iteration 8Q: 3 clusters Score -429453.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -429585.125000 Penalty: 838.195557
	Iteration 9Q: 3 clusters Score -429585.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -429647.906250 Penalty: 838.195557
	Iteration 10Q: 3 clusters Score -429647.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -429667.406250 Penalty: 838.195557
	Iteration 11Q: 3 clusters Score -429667.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -429674.468750 Penalty: 838.195557
	Iteration 12Q: 3 clusters Score -429674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -429677.250000 Penalty: 838.195557
	Iteration 13Q: 3 clusters Score -429677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -429682.187500 Penalty: 838.195557
	Iteration 14Q: 3 clusters Score -429682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -429685.500000 Penalty: 838.195557
	Iteration 15Q: 3 clusters Score -429685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -429685.500000 Penalty: 838.195557
	Iteration 16F: 3 clusters Score -429685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -21966.921875 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -21966.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21497.425781 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -21497.43 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21608.921875 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -21608.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21632.375000 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -21632.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21647.052734 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -21647.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21652.095703 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -21652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21656.255859 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -21656.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21658.052734 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -21658.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21659.169922 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -21659.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21659.548828 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -21659.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21659.548828 Penalty: 564.246338
	Iteration 9F: 3 clusters Score -21659.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -189402.531250 Penalty: 382.209534
	Iteration 0F: 2 clusters Score -189402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -186340.531250 Penalty: 764.419067
	Iteration 0F: 3 clusters Score -186340.5 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -187714.890625 Penalty: 764.419067
	Iteration 1F: 3 clusters Score -187714.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -188067.968750 Penalty: 764.419067
	Iteration 2F: 3 clusters Score -188068 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -188399.250000 Penalty: 764.419067
	Iteration 3F: 3 clusters Score -188399.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -188652.140625 Penalty: 764.419067
	Iteration 4F: 3 clusters Score -188652.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -188793.953125 Penalty: 764.419067
	Iteration 5F: 3 clusters Score -188794 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -188864.078125 Penalty: 764.419067
	Iteration 6Q: 3 clusters Score -188864.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -188896.031250 Penalty: 764.419067
	Iteration 7Q: 3 clusters Score -188896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -188917.812500 Penalty: 764.419067
	Iteration 8Q: 3 clusters Score -188917.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -188929.828125 Penalty: 764.419067
	Iteration 9Q: 3 clusters Score -188929.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -188941.703125 Penalty: 764.419067
	Iteration 10Q: 3 clusters Score -188941.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -188952.343750 Penalty: 764.419067
	Iteration 11Q: 3 clusters Score -188952.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -188959.671875 Penalty: 764.419067
	Iteration 12Q: 3 clusters Score -188959.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -188964.375000 Penalty: 764.419067
	Iteration 13Q: 3 clusters Score -188964.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -188968.703125 Penalty: 764.419067
	Iteration 14Q: 3 clusters Score -188968.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -188973.453125 Penalty: 764.419067
	Iteration 15Q: 3 clusters Score -188973.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -188978.687500 Penalty: 764.419067
	Iteration 16Q: 3 clusters Score -188978.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -188982.015625 Penalty: 764.419067
	Iteration 17Q: 3 clusters Score -188982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -188985.468750 Penalty: 764.419067
	Iteration 18Q: 3 clusters Score -188985.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -188988.640625 Penalty: 764.419067
	Iteration 19Q: 3 clusters Score -188988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -188990.593750 Penalty: 764.419067
	Iteration 20F: 3 clusters Score -188990.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -188992.953125 Penalty: 764.419067
	Iteration 21Q: 3 clusters Score -188993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -188995.062500 Penalty: 764.419067
	Iteration 22Q: 3 clusters Score -188995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -188997.125000 Penalty: 764.419067
	Iteration 23Q: 3 clusters Score -188997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -188999.296875 Penalty: 764.419067
	Iteration 24Q: 3 clusters Score -188999.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -189001.812500 Penalty: 764.419067
	Iteration 25Q: 3 clusters Score -189001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -189004.421875 Penalty: 764.419067
	Iteration 26Q: 3 clusters Score -189004.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -189007.671875 Penalty: 764.419067
	Iteration 27Q: 3 clusters Score -189007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -189009.812500 Penalty: 764.419067
	Iteration 28Q: 3 clusters Score -189009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -189011.406250 Penalty: 764.419067
	Iteration 29Q: 3 clusters Score -189011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -189014.312500 Penalty: 764.419067
	Iteration 30Q: 3 clusters Score -189014.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -189016.781250 Penalty: 764.419067
	Iteration 31Q: 3 clusters Score -189016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -189020.171875 Penalty: 764.419067
	Iteration 32Q: 3 clusters Score -189020.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -189022.234375 Penalty: 764.419067
	Iteration 33Q: 3 clusters Score -189022.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -189026.125000 Penalty: 764.419067
	Iteration 34Q: 3 clusters Score -189026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -189031.953125 Penalty: 764.419067
	Iteration 35Q: 3 clusters Score -189032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -189039.218750 Penalty: 764.419067
	Iteration 36Q: 3 clusters Score -189039.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -189050.921875 Penalty: 764.419067
	Iteration 37Q: 3 clusters Score -189050.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -189063.765625 Penalty: 764.419067
	Iteration 38Q: 3 clusters Score -189063.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -189077.250000 Penalty: 764.419067
	Iteration 39Q: 3 clusters Score -189077.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -189096.250000 Penalty: 764.419067
	Iteration 40F: 3 clusters Score -189096.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -189113.265625 Penalty: 764.419067
	Iteration 41Q: 3 clusters Score -189113.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -189133.281250 Penalty: 764.419067
	Iteration 42Q: 3 clusters Score -189133.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -189149.406250 Penalty: 764.419067
	Iteration 43Q: 3 clusters Score -189149.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -189164.546875 Penalty: 764.419067
	Iteration 44Q: 3 clusters Score -189164.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -189180.718750 Penalty: 764.419067
	Iteration 45Q: 3 clusters Score -189180.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -189191.968750 Penalty: 764.419067
	Iteration 46Q: 3 clusters Score -189192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -189199.546875 Penalty: 764.419067
	Iteration 47Q: 3 clusters Score -189199.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -189206.546875 Penalty: 764.419067
	Iteration 48Q: 3 clusters Score -189206.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -189216.687500 Penalty: 764.419067
	Iteration 49Q: 3 clusters Score -189216.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -189225.203125 Penalty: 764.419067
	Iteration 50Q: 3 clusters Score -189225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -189230.125000 Penalty: 764.419067
	Iteration 51Q: 3 clusters Score -189230.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -189236.593750 Penalty: 764.419067
	Iteration 52Q: 3 clusters Score -189236.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -189242.562500 Penalty: 764.419067
	Iteration 53Q: 3 clusters Score -189242.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -189246.890625 Penalty: 764.419067
	Iteration 54Q: 3 clusters Score -189246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -189250.421875 Penalty: 764.419067
	Iteration 55Q: 3 clusters Score -189250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -189252.921875 Penalty: 764.419067
	Iteration 56Q: 3 clusters Score -189252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -189254.359375 Penalty: 764.419067
	Iteration 57Q: 3 clusters Score -189254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -189254.281250 Penalty: 764.419067
	Iteration 58Q: 3 clusters Score -189254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -189255.140625 Penalty: 764.419067
	Iteration 59Q: 3 clusters Score -189255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -189255.640625 Penalty: 764.419067
	Iteration 60F: 3 clusters Score -189255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -189256.609375 Penalty: 764.419067
	Iteration 61Q: 3 clusters Score -189256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -189257.250000 Penalty: 764.419067
	Iteration 62Q: 3 clusters Score -189257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -189257.937500 Penalty: 764.419067
	Iteration 63Q: 3 clusters Score -189257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -189258.312500 Penalty: 764.419067
	Iteration 64Q: 3 clusters Score -189258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -189258.250000 Penalty: 764.419067
	Iteration 65Q: 3 clusters Score -189258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -189258.328125 Penalty: 764.419067
	Iteration 66Q: 3 clusters Score -189258.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -189258.328125 Penalty: 764.419067
	Iteration 67F: 3 clusters Score -189258.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Entering Unmasked Estep 
Score: -1750227.500000 Penalty: 481.527283
	Iteration 0F: 2 clusters Score -1750228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1723890.875000 Penalty: 963.054565
	Iteration 0F: 3 clusters Score -1723891 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1735345.875000 Penalty: 963.054565
	Iteration 1F: 3 clusters Score -1735346 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1735747.625000 Penalty: 963.054565
	Iteration 2Q: 3 clusters Score -1735748 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1736337.000000 Penalty: 963.054565
	Iteration 3Q: 3 clusters Score -1736337 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1737243.250000 Penalty: 963.054565
	Iteration 4Q: 3 clusters Score -1737243 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1738912.000000 Penalty: 963.054565
	Iteration 5F: 3 clusters Score -1738912 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1741323.250000 Penalty: 963.054565
	Iteration 6F: 3 clusters Score -1741323 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1743737.000000 Penalty: 963.054565
	Iteration 7F: 3 clusters Score -1743737 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1745444.000000 Penalty: 963.054565
	Iteration 8Q: 3 clusters Score -1745444 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1746439.125000 Penalty: 963.054565
	Iteration 9Q: 3 clusters Score -1746439 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1747094.000000 Penalty: 963.054565
	Iteration 10Q: 3 clusters Score -1747094 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1747613.375000 Penalty: 963.054565
	Iteration 11Q: 3 clusters Score -1747613 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1748090.125000 Penalty: 963.054565
	Iteration 12Q: 3 clusters Score -1748090 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1748506.125000 Penalty: 963.054565
	Iteration 13Q: 3 clusters Score -1748506 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1748839.750000 Penalty: 963.054565
	Iteration 14Q: 3 clusters Score -1748840 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1749100.500000 Penalty: 963.054565
	Iteration 15Q: 3 clusters Score -1749100 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1749325.375000 Penalty: 963.054565
	Iteration 16Q: 3 clusters Score -1749325 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1749471.625000 Penalty: 963.054565
	Iteration 17Q: 3 clusters Score -1749472 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1749583.875000 Penalty: 963.054565
	Iteration 18Q: 3 clusters Score -1749584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1749664.750000 Penalty: 963.054565
	Iteration 19Q: 3 clusters Score -1749665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1749710.625000 Penalty: 963.054565
	Iteration 20F: 3 clusters Score -1749711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1749737.750000 Penalty: 963.054565
	Iteration 21Q: 3 clusters Score -1749738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1749764.125000 Penalty: 963.054565
	Iteration 22Q: 3 clusters Score -1749764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1749773.375000 Penalty: 963.054565
	Iteration 23Q: 3 clusters Score -1749773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1749778.125000 Penalty: 963.054565
	Iteration 24Q: 3 clusters Score -1749778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1749786.750000 Penalty: 963.054565
	Iteration 25Q: 3 clusters Score -1749787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1749798.875000 Penalty: 963.054565
	Iteration 26Q: 3 clusters Score -1749799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1749807.500000 Penalty: 963.054565
	Iteration 27Q: 3 clusters Score -1749808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1749816.750000 Penalty: 963.054565
	Iteration 28Q: 3 clusters Score -1749817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1749819.375000 Penalty: 963.054565
	Iteration 29Q: 3 clusters Score -1749819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1749823.625000 Penalty: 963.054565
	Iteration 30Q: 3 clusters Score -1749824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1749830.125000 Penalty: 963.054565
	Iteration 31Q: 3 clusters Score -1749830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1749834.125000 Penalty: 963.054565
	Iteration 32Q: 3 clusters Score -1749834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1749834.750000 Penalty: 963.054565
	Iteration 33Q: 3 clusters Score -1749835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1749835.500000 Penalty: 963.054565
	Iteration 34Q: 3 clusters Score -1749836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1749838.500000 Penalty: 963.054565
	Iteration 35Q: 3 clusters Score -1749838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1749841.250000 Penalty: 963.054565
	Iteration 36Q: 3 clusters Score -1749841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1749843.750000 Penalty: 963.054565
	Iteration 37Q: 3 clusters Score -1749844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1749846.750000 Penalty: 963.054565
	Iteration 38Q: 3 clusters Score -1749847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1749848.875000 Penalty: 963.054565
	Iteration 39Q: 3 clusters Score -1749849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1749849.000000 Penalty: 963.054565
	Iteration 40F: 3 clusters Score -1749849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1749850.375000 Penalty: 963.054565
	Iteration 41Q: 3 clusters Score -1749850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1749851.000000 Penalty: 963.054565
	Iteration 42Q: 3 clusters Score -1749851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1749851.250000 Penalty: 963.054565
	Iteration 43Q: 3 clusters Score -1749851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1749850.125000 Penalty: 963.054565
	Iteration 44Q: 3 clusters Score -1749850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1749850.125000 Penalty: 963.054565
	Iteration 45F: 3 clusters Score -1749850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -37888.640625 Penalty: 309.559509
	Iteration 0F: 2 clusters Score -37888.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37130.187500 Penalty: 619.119019
	Iteration 0F: 3 clusters Score -37130.19 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37299.023438 Penalty: 619.119019
	Iteration 1F: 3 clusters Score -37299.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37348.292969 Penalty: 619.119019
	Iteration 2F: 3 clusters Score -37348.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37385.835938 Penalty: 619.119019
	Iteration 3F: 3 clusters Score -37385.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37429.054688 Penalty: 619.119019
	Iteration 4Q: 3 clusters Score -37429.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37460.648438 Penalty: 619.119019
	Iteration 5Q: 3 clusters Score -37460.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37479.257812 Penalty: 619.119019
	Iteration 6Q: 3 clusters Score -37479.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -37505.589844 Penalty: 619.119019
	Iteration 7Q: 3 clusters Score -37505.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -37528.117188 Penalty: 619.119019
	Iteration 8Q: 3 clusters Score -37528.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37545.562500 Penalty: 619.119019
	Iteration 9Q: 3 clusters Score -37545.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37552.246094 Penalty: 619.119019
	Iteration 10Q: 3 clusters Score -37552.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37562.148438 Penalty: 619.119019
	Iteration 11Q: 3 clusters Score -37562.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -37569.347656 Penalty: 619.119019
	Iteration 12Q: 3 clusters Score -37569.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -37578.726562 Penalty: 619.119019
	Iteration 13Q: 3 clusters Score -37578.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -37582.453125 Penalty: 619.119019
	Iteration 14Q: 3 clusters Score -37582.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37584.265625 Penalty: 619.119019
	Iteration 15Q: 3 clusters Score -37584.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37585.453125 Penalty: 619.119019
	Iteration 16Q: 3 clusters Score -37585.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -37586.988281 Penalty: 619.119019
	Iteration 17Q: 3 clusters Score -37586.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37590.191406 Penalty: 619.119019
	Iteration 18Q: 3 clusters Score -37590.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37596.476562 Penalty: 619.119019
	Iteration 19Q: 3 clusters Score -37596.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -37601.906250 Penalty: 619.119019
	Iteration 20F: 3 clusters Score -37601.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37605.550781 Penalty: 619.119019
	Iteration 21Q: 3 clusters Score -37605.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -37608.152344 Penalty: 619.119019
	Iteration 22Q: 3 clusters Score -37608.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -37614.769531 Penalty: 619.119019
	Iteration 23Q: 3 clusters Score -37614.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -37618.085938 Penalty: 619.119019
	Iteration 24Q: 3 clusters Score -37618.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -37619.277344 Penalty: 619.119019
	Iteration 25Q: 3 clusters Score -37619.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -37621.855469 Penalty: 619.119019
	Iteration 26Q: 3 clusters Score -37621.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -37625.738281 Penalty: 619.119019
	Iteration 27Q: 3 clusters Score -37625.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -37630.351562 Penalty: 619.119019
	Iteration 28Q: 3 clusters Score -37630.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -37636.246094 Penalty: 619.119019
	Iteration 29Q: 3 clusters Score -37636.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37642.964844 Penalty: 619.119019
	Iteration 30Q: 3 clusters Score -37642.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -37644.476562 Penalty: 619.119019
	Iteration 31Q: 3 clusters Score -37644.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -37646.003906 Penalty: 619.119019
	Iteration 32Q: 3 clusters Score -37646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -37646.355469 Penalty: 619.119019
	Iteration 33Q: 3 clusters Score -37646.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -37646.355469 Penalty: 619.119019
	Iteration 34F: 3 clusters Score -37646.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -441287.718750 Penalty: 419.320038
	Iteration 0F: 2 clusters Score -441287.7 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 5063 members 
Entering Unmasked Estep 
Score: -434644.843750 Penalty: 838.640076
	Iteration 0F: 3 clusters Score -434644.8 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -437361.656250 Penalty: 838.640076
	Iteration 1F: 3 clusters Score -437361.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -437565.718750 Penalty: 838.640076
	Iteration 2F: 3 clusters Score -437565.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -437860.937500 Penalty: 838.640076
	Iteration 3Q: 3 clusters Score -437860.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -438265.031250 Penalty: 838.640076
	Iteration 4F: 3 clusters Score -438265 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -438710.093750 Penalty: 838.640076
	Iteration 5F: 3 clusters Score -438710.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -439209.312500 Penalty: 838.640076
	Iteration 6F: 3 clusters Score -439209.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -439568.687500 Penalty: 838.640076
	Iteration 7Q: 3 clusters Score -439568.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -439778.281250 Penalty: 838.640076
	Iteration 8Q: 3 clusters Score -439778.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -439933.437500 Penalty: 838.640076
	Iteration 9Q: 3 clusters Score -439933.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -440058.875000 Penalty: 838.640076
	Iteration 10Q: 3 clusters Score -440058.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -440165.000000 Penalty: 838.640076
	Iteration 11Q: 3 clusters Score -440165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -440260.156250 Penalty: 838.640076
	Iteration 12Q: 3 clusters Score -440260.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -440341.125000 Penalty: 838.640076
	Iteration 13Q: 3 clusters Score -440341.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -440405.156250 Penalty: 838.640076
	Iteration 14Q: 3 clusters Score -440405.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -440452.562500 Penalty: 838.640076
	Iteration 15Q: 3 clusters Score -440452.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -440484.812500 Penalty: 838.640076
	Iteration 16Q: 3 clusters Score -440484.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -440510.000000 Penalty: 838.640076
	Iteration 17Q: 3 clusters Score -440510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -440543.343750 Penalty: 838.640076
	Iteration 18Q: 3 clusters Score -440543.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -440576.531250 Penalty: 838.640076
	Iteration 19Q: 3 clusters Score -440576.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -440603.312500 Penalty: 838.640076
	Iteration 20F: 3 clusters Score -440603.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -440625.218750 Penalty: 838.640076
	Iteration 21Q: 3 clusters Score -440625.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -440646.875000 Penalty: 838.640076
	Iteration 22Q: 3 clusters Score -440646.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -440664.125000 Penalty: 838.640076
	Iteration 23Q: 3 clusters Score -440664.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -440683.812500 Penalty: 838.640076
	Iteration 24Q: 3 clusters Score -440683.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -440699.750000 Penalty: 838.640076
	Iteration 25Q: 3 clusters Score -440699.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -440717.718750 Penalty: 838.640076
	Iteration 26Q: 3 clusters Score -440717.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -440739.968750 Penalty: 838.640076
	Iteration 27Q: 3 clusters Score -440740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -440762.156250 Penalty: 838.640076
	Iteration 28Q: 3 clusters Score -440762.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -440778.875000 Penalty: 838.640076
	Iteration 29Q: 3 clusters Score -440778.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -440793.281250 Penalty: 838.640076
	Iteration 30Q: 3 clusters Score -440793.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -440803.968750 Penalty: 838.640076
	Iteration 31Q: 3 clusters Score -440804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -440815.750000 Penalty: 838.640076
	Iteration 32Q: 3 clusters Score -440815.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -440829.250000 Penalty: 838.640076
	Iteration 33Q: 3 clusters Score -440829.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -440848.656250 Penalty: 838.640076
	Iteration 34Q: 3 clusters Score -440848.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -440867.843750 Penalty: 838.640076
	Iteration 35Q: 3 clusters Score -440867.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -440878.656250 Penalty: 838.640076
	Iteration 36Q: 3 clusters Score -440878.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -440889.468750 Penalty: 838.640076
	Iteration 37Q: 3 clusters Score -440889.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -440897.437500 Penalty: 838.640076
	Iteration 38Q: 3 clusters Score -440897.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -440901.281250 Penalty: 838.640076
	Iteration 39Q: 3 clusters Score -440901.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -440907.281250 Penalty: 838.640076
	Iteration 40F: 3 clusters Score -440907.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -440912.125000 Penalty: 838.640076
	Iteration 41Q: 3 clusters Score -440912.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -440914.218750 Penalty: 838.640076
	Iteration 42Q: 3 clusters Score -440914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -440914.750000 Penalty: 838.640076
	Iteration 43Q: 3 clusters Score -440914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -440917.031250 Penalty: 838.640076
	Iteration 44Q: 3 clusters Score -440917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -440916.437500 Penalty: 838.640076
	Iteration 45Q: 3 clusters Score -440916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -440917.781250 Penalty: 838.640076
	Iteration 46Q: 3 clusters Score -440917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -440917.281250 Penalty: 838.640076
	Iteration 47Q: 3 clusters Score -440917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -440919.781250 Penalty: 838.640076
	Iteration 48Q: 3 clusters Score -440919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -440921.562500 Penalty: 838.640076
	Iteration 49Q: 3 clusters Score -440921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -440924.000000 Penalty: 838.640076
	Iteration 50Q: 3 clusters Score -440924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -440924.625000 Penalty: 838.640076
	Iteration 51Q: 3 clusters Score -440924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -440926.718750 Penalty: 838.640076
	Iteration 52Q: 3 clusters Score -440926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -440927.000000 Penalty: 838.640076
	Iteration 53Q: 3 clusters Score -440927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -440926.906250 Penalty: 838.640076
	Iteration 54Q: 3 clusters Score -440926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -440928.437500 Penalty: 838.640076
	Iteration 55Q: 3 clusters Score -440928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -440930.562500 Penalty: 838.640076
	Iteration 56Q: 3 clusters Score -440930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -440931.781250 Penalty: 838.640076
	Iteration 57Q: 3 clusters Score -440931.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -440933.031250 Penalty: 838.640076
	Iteration 58Q: 3 clusters Score -440933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -440936.031250 Penalty: 838.640076
	Iteration 59Q: 3 clusters Score -440936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -440936.750000 Penalty: 838.640076
	Iteration 60F: 3 clusters Score -440936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -440936.968750 Penalty: 838.640076
	Iteration 61Q: 3 clusters Score -440937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -440937.656250 Penalty: 838.640076
	Iteration 62Q: 3 clusters Score -440937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -440937.843750 Penalty: 838.640076
	Iteration 63Q: 3 clusters Score -440937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -440938.343750 Penalty: 838.640076
	Iteration 64Q: 3 clusters Score -440938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -440938.000000 Penalty: 838.640076
	Iteration 65Q: 3 clusters Score -440938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -440938.093750 Penalty: 838.640076
	Iteration 66Q: 3 clusters Score -440938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -440939.062500 Penalty: 838.640076
	Iteration 67Q: 3 clusters Score -440939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -440939.656250 Penalty: 838.640076
	Iteration 68Q: 3 clusters Score -440939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -440940.875000 Penalty: 838.640076
	Iteration 69Q: 3 clusters Score -440940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -440941.531250 Penalty: 838.640076
	Iteration 70Q: 3 clusters Score -440941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -440942.218750 Penalty: 838.640076
	Iteration 71Q: 3 clusters Score -440942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -440942.843750 Penalty: 838.640076
	Iteration 72Q: 3 clusters Score -440942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -440944.406250 Penalty: 838.640076
	Iteration 73Q: 3 clusters Score -440944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -440946.125000 Penalty: 838.640076
	Iteration 74Q: 3 clusters Score -440946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -440947.125000 Penalty: 838.640076
	Iteration 75Q: 3 clusters Score -440947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -440947.406250 Penalty: 838.640076
	Iteration 76Q: 3 clusters Score -440947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -440948.281250 Penalty: 838.640076
	Iteration 77Q: 3 clusters Score -440948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -440948.406250 Penalty: 838.640076
	Iteration 78Q: 3 clusters Score -440948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -440949.125000 Penalty: 838.640076
	Iteration 79Q: 3 clusters Score -440949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -440950.031250 Penalty: 838.640076
	Iteration 80F: 3 clusters Score -440950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -440951.437500 Penalty: 838.640076
	Iteration 81Q: 3 clusters Score -440951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -440951.937500 Penalty: 838.640076
	Iteration 82Q: 3 clusters Score -440951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -440951.937500 Penalty: 838.640076
	Iteration 83Q: 3 clusters Score -440951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -440951.812500 Penalty: 838.640076
	Iteration 84Q: 3 clusters Score -440951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -440951.812500 Penalty: 838.640076
	Iteration 85F: 3 clusters Score -440951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Entering Unmasked Estep 
Score: -801206.312500 Penalty: 447.181763
	Iteration 0F: 2 clusters Score -801206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -788857.625000 Penalty: 894.363525
	Iteration 0F: 3 clusters Score -788857.6 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -793902.062500 Penalty: 894.363525
	Iteration 1F: 3 clusters Score -793902.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -794297.562500 Penalty: 894.363525
	Iteration 2Q: 3 clusters Score -794297.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -795023.937500 Penalty: 894.363525
	Iteration 3F: 3 clusters Score -795023.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -796190.500000 Penalty: 894.363525
	Iteration 4F: 3 clusters Score -796190.5 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -797693.000000 Penalty: 894.363525
	Iteration 5F: 3 clusters Score -797693 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -799142.312500 Penalty: 894.363525
	Iteration 6F: 3 clusters Score -799142.3 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -800147.875000 Penalty: 894.363525
	Iteration 7F: 3 clusters Score -800147.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -800609.937500 Penalty: 894.363525
	Iteration 8Q: 3 clusters Score -800609.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -800733.437500 Penalty: 894.363525
	Iteration 9Q: 3 clusters Score -800733.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -800780.562500 Penalty: 894.363525
	Iteration 10Q: 3 clusters Score -800780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -800805.625000 Penalty: 894.363525
	Iteration 11Q: 3 clusters Score -800805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -800816.000000 Penalty: 894.363525
	Iteration 12Q: 3 clusters Score -800816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -800818.375000 Penalty: 894.363525
	Iteration 13Q: 3 clusters Score -800818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -800821.625000 Penalty: 894.363525
	Iteration 14Q: 3 clusters Score -800821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -800824.937500 Penalty: 894.363525
	Iteration 15Q: 3 clusters Score -800824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -800825.937500 Penalty: 894.363525
	Iteration 16Q: 3 clusters Score -800825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -800825.937500 Penalty: 894.363525
	Iteration 17F: 3 clusters Score -800825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -4849.725098 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -4849.725 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 72 members 
Entering Unmasked Estep 
Score: -4612.434082 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -4612.434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4694.738281 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -4694.738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4744.188965 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -4744.189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4776.316406 Penalty: 458.951691
	Iteration 3F: 3 clusters Score -4776.316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4788.707520 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -4788.708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4803.535156 Penalty: 458.951691
	Iteration 5F: 3 clusters Score -4803.535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4809.613281 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -4809.613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4815.868164 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -4815.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4828.866699 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -4828.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4832.550293 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -4832.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4835.486328 Penalty: 458.951691
	Iteration 10Q: 3 clusters Score -4835.486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4835.486328 Penalty: 458.951691
	Iteration 11F: 3 clusters Score -4835.486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Entering Unmasked Estep 
Score: -7507226.000000 Penalty: 547.121948
	Iteration 0F: 2 clusters Score -7507226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -7393975.000000 Penalty: 1094.243896
	Iteration 0F: 3 clusters Score -7393975 nChanged 82082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -7445268.500000 Penalty: 1094.243896
	Iteration 1F: 3 clusters Score -7445268 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -7447081.500000 Penalty: 1094.243896
	Iteration 2Q: 3 clusters Score -7447082 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -7449246.000000 Penalty: 1094.243896
	Iteration 3Q: 3 clusters Score -7449246 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -7452106.000000 Penalty: 1094.243896
	Iteration 4Q: 3 clusters Score -7452106 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -7456027.500000 Penalty: 1094.243896
	Iteration 5Q: 3 clusters Score -7456028 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -7461954.000000 Penalty: 1094.243896
	Iteration 6F: 3 clusters Score -7461954 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7469773.000000 Penalty: 1094.243896
	Iteration 7F: 3 clusters Score -7469773 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7477551.000000 Penalty: 1094.243896
	Iteration 8F: 3 clusters Score -7477551 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -7481822.500000 Penalty: 1094.243896
	Iteration 9Q: 3 clusters Score -7481822 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121422 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -7483688.000000 Penalty: 1094.243896
	Iteration 10Q: 3 clusters Score -7483688 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -7485079.500000 Penalty: 1094.243896
	Iteration 11Q: 3 clusters Score -7485080 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128599 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -7486391.000000 Penalty: 1094.243896
	Iteration 12Q: 3 clusters Score -7486391 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7487985.000000 Penalty: 1094.243896
	Iteration 13Q: 3 clusters Score -7487985 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -7489646.500000 Penalty: 1094.243896
	Iteration 14Q: 3 clusters Score -7489646 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -7491485.500000 Penalty: 1094.243896
	Iteration 15Q: 3 clusters Score -7491486 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -7493395.000000 Penalty: 1094.243896
	Iteration 16Q: 3 clusters Score -7493395 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147374 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -7495229.500000 Penalty: 1094.243896
	Iteration 17Q: 3 clusters Score -7495230 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150664 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -7497120.500000 Penalty: 1094.243896
	Iteration 18Q: 3 clusters Score -7497120 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153672 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -7498791.500000 Penalty: 1094.243896
	Iteration 19Q: 3 clusters Score -7498792 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7500451.000000 Penalty: 1094.243896
	Iteration 20F: 3 clusters Score -7500451 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -7501810.000000 Penalty: 1094.243896
	Iteration 21Q: 3 clusters Score -7501810 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160468 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7503039.500000 Penalty: 1094.243896
	Iteration 22Q: 3 clusters Score -7503040 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161979 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7504044.500000 Penalty: 1094.243896
	Iteration 23Q: 3 clusters Score -7504044 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7504776.000000 Penalty: 1094.243896
	Iteration 24Q: 3 clusters Score -7504776 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7505346.500000 Penalty: 1094.243896
	Iteration 25Q: 3 clusters Score -7505346 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7505723.000000 Penalty: 1094.243896
	Iteration 26Q: 3 clusters Score -7505723 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7505946.500000 Penalty: 1094.243896
	Iteration 27Q: 3 clusters Score -7505946 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165434 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7506101.500000 Penalty: 1094.243896
	Iteration 28Q: 3 clusters Score -7506102 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7506229.500000 Penalty: 1094.243896
	Iteration 29Q: 3 clusters Score -7506230 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7506358.000000 Penalty: 1094.243896
	Iteration 30Q: 3 clusters Score -7506358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7506418.000000 Penalty: 1094.243896
	Iteration 31Q: 3 clusters Score -7506418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7506500.500000 Penalty: 1094.243896
	Iteration 32Q: 3 clusters Score -7506500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166291 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7506544.500000 Penalty: 1094.243896
	Iteration 33Q: 3 clusters Score -7506544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166362 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7506579.000000 Penalty: 1094.243896
	Iteration 34Q: 3 clusters Score -7506579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7506617.500000 Penalty: 1094.243896
	Iteration 35Q: 3 clusters Score -7506618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7506635.000000 Penalty: 1094.243896
	Iteration 36Q: 3 clusters Score -7506635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7506639.500000 Penalty: 1094.243896
	Iteration 37Q: 3 clusters Score -7506640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7506647.500000 Penalty: 1094.243896
	Iteration 38Q: 3 clusters Score -7506648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7506664.500000 Penalty: 1094.243896
	Iteration 39Q: 3 clusters Score -7506664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7506668.000000 Penalty: 1094.243896
	Iteration 40F: 3 clusters Score -7506668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7506665.500000 Penalty: 1094.243896
	Iteration 41Q: 3 clusters Score -7506666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7506677.000000 Penalty: 1094.243896
	Iteration 42Q: 3 clusters Score -7506677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7506678.500000 Penalty: 1094.243896
	Iteration 43Q: 3 clusters Score -7506678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7506685.000000 Penalty: 1094.243896
	Iteration 44Q: 3 clusters Score -7506685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7506682.500000 Penalty: 1094.243896
	Iteration 45Q: 3 clusters Score -7506682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7506689.000000 Penalty: 1094.243896
	Iteration 46Q: 3 clusters Score -7506689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7506693.500000 Penalty: 1094.243896
	Iteration 47Q: 3 clusters Score -7506694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7506706.500000 Penalty: 1094.243896
	Iteration 48Q: 3 clusters Score -7506706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7506709.500000 Penalty: 1094.243896
	Iteration 49Q: 3 clusters Score -7506710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7506718.500000 Penalty: 1094.243896
	Iteration 50Q: 3 clusters Score -7506718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7506722.000000 Penalty: 1094.243896
	Iteration 51Q: 3 clusters Score -7506722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7506722.500000 Penalty: 1094.243896
	Iteration 52Q: 3 clusters Score -7506722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7506726.500000 Penalty: 1094.243896
	Iteration 53Q: 3 clusters Score -7506726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7506727.500000 Penalty: 1094.243896
	Iteration 54Q: 3 clusters Score -7506728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7506728.000000 Penalty: 1094.243896
	Iteration 55Q: 3 clusters Score -7506728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7506728.000000 Penalty: 1094.243896
	Iteration 56F: 3 clusters Score -7506728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Entering Unmasked Estep 
Score: -1143620.000000 Penalty: 462.119019
	Iteration 0F: 2 clusters Score -1143620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1126598.125000 Penalty: 924.238037
	Iteration 0F: 3 clusters Score -1126598 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1133992.750000 Penalty: 924.238037
	Iteration 1F: 3 clusters Score -1133993 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1134655.875000 Penalty: 924.238037
	Iteration 2Q: 3 clusters Score -1134656 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1135757.000000 Penalty: 924.238037
	Iteration 3F: 3 clusters Score -1135757 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1137475.375000 Penalty: 924.238037
	Iteration 4F: 3 clusters Score -1137475 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1139671.125000 Penalty: 924.238037
	Iteration 5F: 3 clusters Score -1139671 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1141216.000000 Penalty: 924.238037
	Iteration 6F: 3 clusters Score -1141216 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1141977.625000 Penalty: 924.238037
	Iteration 7Q: 3 clusters Score -1141978 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1142469.750000 Penalty: 924.238037
	Iteration 8Q: 3 clusters Score -1142470 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1142750.625000 Penalty: 924.238037
	Iteration 9Q: 3 clusters Score -1142751 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1142905.625000 Penalty: 924.238037
	Iteration 10Q: 3 clusters Score -1142906 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1142986.875000 Penalty: 924.238037
	Iteration 11Q: 3 clusters Score -1142987 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1143038.500000 Penalty: 924.238037
	Iteration 12Q: 3 clusters Score -1143038 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1143077.750000 Penalty: 924.238037
	Iteration 13Q: 3 clusters Score -1143078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1143091.500000 Penalty: 924.238037
	Iteration 14Q: 3 clusters Score -1143092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1143102.000000 Penalty: 924.238037
	Iteration 15Q: 3 clusters Score -1143102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1143109.625000 Penalty: 924.238037
	Iteration 16Q: 3 clusters Score -1143110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1143110.875000 Penalty: 924.238037
	Iteration 17Q: 3 clusters Score -1143111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1143117.875000 Penalty: 924.238037
	Iteration 18Q: 3 clusters Score -1143118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1143124.000000 Penalty: 924.238037
	Iteration 19Q: 3 clusters Score -1143124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1143121.125000 Penalty: 924.238037
	Iteration 20F: 3 clusters Score -1143121 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1143122.125000 Penalty: 924.238037
	Iteration 21Q: 3 clusters Score -1143122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1143128.500000 Penalty: 924.238037
	Iteration 22Q: 3 clusters Score -1143128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1143129.250000 Penalty: 924.238037
	Iteration 23Q: 3 clusters Score -1143129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1143126.750000 Penalty: 924.238037
	Iteration 24Q: 3 clusters Score -1143127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1143131.500000 Penalty: 924.238037
	Iteration 25Q: 3 clusters Score -1143132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1143133.750000 Penalty: 924.238037
	Iteration 26Q: 3 clusters Score -1143134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1143136.625000 Penalty: 924.238037
	Iteration 27Q: 3 clusters Score -1143137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1143144.625000 Penalty: 924.238037
	Iteration 28Q: 3 clusters Score -1143145 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1143150.250000 Penalty: 924.238037
	Iteration 29Q: 3 clusters Score -1143150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1143154.875000 Penalty: 924.238037
	Iteration 30Q: 3 clusters Score -1143155 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1143157.125000 Penalty: 924.238037
	Iteration 31Q: 3 clusters Score -1143157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1143167.375000 Penalty: 924.238037
	Iteration 32Q: 3 clusters Score -1143167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1143178.500000 Penalty: 924.238037
	Iteration 33Q: 3 clusters Score -1143178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1143188.125000 Penalty: 924.238037
	Iteration 34Q: 3 clusters Score -1143188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1143196.875000 Penalty: 924.238037
	Iteration 35Q: 3 clusters Score -1143197 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1143201.500000 Penalty: 924.238037
	Iteration 36Q: 3 clusters Score -1143202 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1143217.125000 Penalty: 924.238037
	Iteration 37Q: 3 clusters Score -1143217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1143223.125000 Penalty: 924.238037
	Iteration 38Q: 3 clusters Score -1143223 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1143228.375000 Penalty: 924.238037
	Iteration 39Q: 3 clusters Score -1143228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1143231.000000 Penalty: 924.238037
	Iteration 40F: 3 clusters Score -1143231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1143240.500000 Penalty: 924.238037
	Iteration 41Q: 3 clusters Score -1143240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1143248.875000 Penalty: 924.238037
	Iteration 42Q: 3 clusters Score -1143249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1143247.750000 Penalty: 924.238037
	Iteration 43Q: 3 clusters Score -1143248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1143250.625000 Penalty: 924.238037
	Iteration 44Q: 3 clusters Score -1143251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1143254.250000 Penalty: 924.238037
	Iteration 45Q: 3 clusters Score -1143254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1143251.000000 Penalty: 924.238037
	Iteration 46Q: 3 clusters Score -1143251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1143252.625000 Penalty: 924.238037
	Iteration 47Q: 3 clusters Score -1143253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1143250.500000 Penalty: 924.238037
	Iteration 48Q: 3 clusters Score -1143250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1143253.375000 Penalty: 924.238037
	Iteration 49Q: 3 clusters Score -1143253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1143254.375000 Penalty: 924.238037
	Iteration 50Q: 3 clusters Score -1143254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1143254.250000 Penalty: 924.238037
	Iteration 51Q: 3 clusters Score -1143254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1143252.250000 Penalty: 924.238037
	Iteration 52Q: 3 clusters Score -1143252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1143253.875000 Penalty: 924.238037
	Iteration 53Q: 3 clusters Score -1143254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1143254.250000 Penalty: 924.238037
	Iteration 54Q: 3 clusters Score -1143254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1143254.375000 Penalty: 924.238037
	Iteration 55Q: 3 clusters Score -1143254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1143260.125000 Penalty: 924.238037
	Iteration 56Q: 3 clusters Score -1143260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1143256.750000 Penalty: 924.238037
	Iteration 57Q: 3 clusters Score -1143257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1143265.625000 Penalty: 924.238037
	Iteration 58Q: 3 clusters Score -1143266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1143267.625000 Penalty: 924.238037
	Iteration 59Q: 3 clusters Score -1143268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1143278.125000 Penalty: 924.238037
	Iteration 60F: 3 clusters Score -1143278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1143273.125000 Penalty: 924.238037
	Iteration 61Q: 3 clusters Score -1143273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1143273.875000 Penalty: 924.238037
	Iteration 62Q: 3 clusters Score -1143274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1143283.750000 Penalty: 924.238037
	Iteration 63Q: 3 clusters Score -1143284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1143284.500000 Penalty: 924.238037
	Iteration 64Q: 3 clusters Score -1143284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1143286.750000 Penalty: 924.238037
	Iteration 65Q: 3 clusters Score -1143287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1143290.250000 Penalty: 924.238037
	Iteration 66Q: 3 clusters Score -1143290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1143290.750000 Penalty: 924.238037
	Iteration 67Q: 3 clusters Score -1143291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1143293.250000 Penalty: 924.238037
	Iteration 68Q: 3 clusters Score -1143293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1143298.750000 Penalty: 924.238037
	Iteration 69Q: 3 clusters Score -1143299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1143300.750000 Penalty: 924.238037
	Iteration 70Q: 3 clusters Score -1143301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1143304.250000 Penalty: 924.238037
	Iteration 71Q: 3 clusters Score -1143304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1143307.000000 Penalty: 924.238037
	Iteration 72Q: 3 clusters Score -1143307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1143308.500000 Penalty: 924.238037
	Iteration 73Q: 3 clusters Score -1143308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1143311.000000 Penalty: 924.238037
	Iteration 74Q: 3 clusters Score -1143311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1143309.875000 Penalty: 924.238037
	Iteration 75Q: 3 clusters Score -1143310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1143311.250000 Penalty: 924.238037
	Iteration 76Q: 3 clusters Score -1143311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1143312.750000 Penalty: 924.238037
	Iteration 77Q: 3 clusters Score -1143313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1143313.750000 Penalty: 924.238037
	Iteration 78Q: 3 clusters Score -1143314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1143315.500000 Penalty: 924.238037
	Iteration 79Q: 3 clusters Score -1143316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1143319.875000 Penalty: 924.238037
	Iteration 80F: 3 clusters Score -1143320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1143316.250000 Penalty: 924.238037
	Iteration 81Q: 3 clusters Score -1143316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1143319.625000 Penalty: 924.238037
	Iteration 82Q: 3 clusters Score -1143320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1143320.625000 Penalty: 924.238037
	Iteration 83Q: 3 clusters Score -1143321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1143320.250000 Penalty: 924.238037
	Iteration 84Q: 3 clusters Score -1143320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1143322.875000 Penalty: 924.238037
	Iteration 85Q: 3 clusters Score -1143323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 1 contains 19389 members 
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Mstep: Class 1 contains 19411 members 
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Mstep: Class 1 contains 19464 members 
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Mstep: Class 1 contains 19507 members 
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	Iteration 120F: 3 clusters Score -1143312 nChanged 33
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1143295.250000 Penalty: 924.238037
	Iteration 180F: 3 clusters Score -1143295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1143294.625000 Penalty: 924.238037
	Iteration 181Q: 3 clusters Score -1143295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1143293.500000 Penalty: 924.238037
	Iteration 182Q: 3 clusters Score -1143294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1143293.625000 Penalty: 924.238037
	Iteration 183Q: 3 clusters Score -1143294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1143292.125000 Penalty: 924.238037
	Iteration 184Q: 3 clusters Score -1143292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1143291.875000 Penalty: 924.238037
	Iteration 185Q: 3 clusters Score -1143292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1143292.625000 Penalty: 924.238037
	Iteration 186Q: 3 clusters Score -1143293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1143292.875000 Penalty: 924.238037
	Iteration 187Q: 3 clusters Score -1143293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1143293.250000 Penalty: 924.238037
	Iteration 188Q: 3 clusters Score -1143293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1143294.875000 Penalty: 924.238037
	Iteration 189Q: 3 clusters Score -1143295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1143294.250000 Penalty: 924.238037
	Iteration 190Q: 3 clusters Score -1143294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1143292.125000 Penalty: 924.238037
	Iteration 191Q: 3 clusters Score -1143292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1143292.250000 Penalty: 924.238037
	Iteration 192Q: 3 clusters Score -1143292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1143293.500000 Penalty: 924.238037
	Iteration 193Q: 3 clusters Score -1143294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1143291.500000 Penalty: 924.238037
	Iteration 194Q: 3 clusters Score -1143292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1143291.250000 Penalty: 924.238037
	Iteration 195Q: 3 clusters Score -1143291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1143289.875000 Penalty: 924.238037
	Iteration 196Q: 3 clusters Score -1143290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1143290.625000 Penalty: 924.238037
	Iteration 197Q: 3 clusters Score -1143291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1143288.250000 Penalty: 924.238037
	Iteration 198Q: 3 clusters Score -1143288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1143289.250000 Penalty: 924.238037
	Iteration 199Q: 3 clusters Score -1143289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1143287.875000 Penalty: 924.238037
	Iteration 200F: 3 clusters Score -1143288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1143288.375000 Penalty: 924.238037
	Iteration 201Q: 3 clusters Score -1143288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1143290.625000 Penalty: 924.238037
	Iteration 202Q: 3 clusters Score -1143291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1143290.750000 Penalty: 924.238037
	Iteration 203Q: 3 clusters Score -1143291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1143291.875000 Penalty: 924.238037
	Iteration 204Q: 3 clusters Score -1143292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1143291.375000 Penalty: 924.238037
	Iteration 205Q: 3 clusters Score -1143291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1143291.000000 Penalty: 924.238037
	Iteration 206Q: 3 clusters Score -1143291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1143291.625000 Penalty: 924.238037
	Iteration 207Q: 3 clusters Score -1143292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1143292.250000 Penalty: 924.238037
	Iteration 208Q: 3 clusters Score -1143292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1143292.000000 Penalty: 924.238037
	Iteration 209Q: 3 clusters Score -1143292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1143291.750000 Penalty: 924.238037
	Iteration 210Q: 3 clusters Score -1143292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1143292.000000 Penalty: 924.238037
	Iteration 211Q: 3 clusters Score -1143292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1143291.500000 Penalty: 924.238037
	Iteration 212Q: 3 clusters Score -1143292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1143291.500000 Penalty: 924.238037
	Iteration 213F: 3 clusters Score -1143292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -104196.828125 Penalty: 355.975891
	Iteration 0F: 2 clusters Score -104196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -102445.312500 Penalty: 711.951782
	Iteration 0F: 3 clusters Score -102445.3 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -103113.640625 Penalty: 711.951782
	Iteration 1F: 3 clusters Score -103113.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103312.179688 Penalty: 711.951782
	Iteration 2F: 3 clusters Score -103312.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103519.210938 Penalty: 711.951782
	Iteration 3F: 3 clusters Score -103519.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103696.843750 Penalty: 711.951782
	Iteration 4F: 3 clusters Score -103696.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103815.656250 Penalty: 711.951782
	Iteration 5Q: 3 clusters Score -103815.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103862.820312 Penalty: 711.951782
	Iteration 6Q: 3 clusters Score -103862.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103895.375000 Penalty: 711.951782
	Iteration 7Q: 3 clusters Score -103895.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103927.570312 Penalty: 711.951782
	Iteration 8Q: 3 clusters Score -103927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103943.773438 Penalty: 711.951782
	Iteration 9Q: 3 clusters Score -103943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103958.679688 Penalty: 711.951782
	Iteration 10Q: 3 clusters Score -103958.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103961.750000 Penalty: 711.951782
	Iteration 11Q: 3 clusters Score -103961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103963.382812 Penalty: 711.951782
	Iteration 12Q: 3 clusters Score -103963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103965.031250 Penalty: 711.951782
	Iteration 13Q: 3 clusters Score -103965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103968.554688 Penalty: 711.951782
	Iteration 14Q: 3 clusters Score -103968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103971.648438 Penalty: 711.951782
	Iteration 15Q: 3 clusters Score -103971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103972.312500 Penalty: 711.951782
	Iteration 16Q: 3 clusters Score -103972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103972.812500 Penalty: 711.951782
	Iteration 17Q: 3 clusters Score -103972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103973.085938 Penalty: 711.951782
	Iteration 18Q: 3 clusters Score -103973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103974.171875 Penalty: 711.951782
	Iteration 19Q: 3 clusters Score -103974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103974.414062 Penalty: 711.951782
	Iteration 20F: 3 clusters Score -103974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103974.835938 Penalty: 711.951782
	Iteration 21Q: 3 clusters Score -103974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103974.843750 Penalty: 711.951782
	Iteration 22Q: 3 clusters Score -103974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103974.781250 Penalty: 711.951782
	Iteration 23Q: 3 clusters Score -103974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103974.781250 Penalty: 711.951782
	Iteration 24F: 3 clusters Score -103974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1484.321533 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1484.322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1494.480469 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1494.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1497.510742 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1497.511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1497.510742 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1497.511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (318553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318553 members 
Entering Unmasked Estep 
Score: -14181238.000000 Penalty: 576.555237
	Iteration 0F: 2 clusters Score -1.418124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -13971258.000000 Penalty: 1153.110474
	Iteration 0F: 3 clusters Score -1.397126e+07 nChanged 157325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 135433 members 
Entering Unmasked Estep 
Score: -14076341.000000 Penalty: 1153.110474
	Iteration 1F: 3 clusters Score -1.407634e+07 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195647 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -14088177.000000 Penalty: 1153.110474
	Iteration 2F: 3 clusters Score -1.408818e+07 nChanged 21521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210912 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -14106072.000000 Penalty: 1153.110474
	Iteration 3F: 3 clusters Score -1.410607e+07 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225019 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -14125955.000000 Penalty: 1153.110474
	Iteration 4F: 3 clusters Score -1.412596e+07 nChanged 18700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235063 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -14139654.000000 Penalty: 1153.110474
	Iteration 5F: 3 clusters Score -1.413965e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242248 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -14146970.000000 Penalty: 1153.110474
	Iteration 6Q: 3 clusters Score -1.414697e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248511 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -14151242.000000 Penalty: 1153.110474
	Iteration 7Q: 3 clusters Score -1.415124e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254478 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -14155119.000000 Penalty: 1153.110474
	Iteration 8Q: 3 clusters Score -1.415512e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260000 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -14158999.000000 Penalty: 1153.110474
	Iteration 9Q: 3 clusters Score -1.4159e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265083 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -14162933.000000 Penalty: 1153.110474
	Iteration 10Q: 3 clusters Score -1.416293e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269514 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -14166382.000000 Penalty: 1153.110474
	Iteration 11Q: 3 clusters Score -1.416638e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273363 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -14169749.000000 Penalty: 1153.110474
	Iteration 12Q: 3 clusters Score -1.416975e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276515 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -14172550.000000 Penalty: 1153.110474
	Iteration 13Q: 3 clusters Score -1.417255e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279213 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -14174923.000000 Penalty: 1153.110474
	Iteration 14Q: 3 clusters Score -1.417492e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281379 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -14176795.000000 Penalty: 1153.110474
	Iteration 15Q: 3 clusters Score -1.41768e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283134 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -14178374.000000 Penalty: 1153.110474
	Iteration 16Q: 3 clusters Score -1.417837e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284646 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -14179778.000000 Penalty: 1153.110474
	Iteration 17Q: 3 clusters Score -1.417978e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285974 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -14180860.000000 Penalty: 1153.110474
	Iteration 18Q: 3 clusters Score -1.418086e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287226 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -14181655.000000 Penalty: 1153.110474
	Iteration 19Q: 3 clusters Score -1.418166e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288491 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -14182331.000000 Penalty: 1153.110474
	Iteration 20F: 3 clusters Score -1.418233e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289660 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -14182968.000000 Penalty: 1153.110474
	Iteration 21Q: 3 clusters Score -1.418297e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290794 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -14183276.000000 Penalty: 1153.110474
	Iteration 22Q: 3 clusters Score -1.418328e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291871 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -14183563.000000 Penalty: 1153.110474
	Iteration 23Q: 3 clusters Score -1.418356e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292901 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -14183841.000000 Penalty: 1153.110474
	Iteration 24Q: 3 clusters Score -1.418384e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293987 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -14183921.000000 Penalty: 1153.110474
	Iteration 25Q: 3 clusters Score -1.418392e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295062 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -14183976.000000 Penalty: 1153.110474
	Iteration 26Q: 3 clusters Score -1.418398e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296154 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -14184047.000000 Penalty: 1153.110474
	Iteration 27Q: 3 clusters Score -1.418405e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297227 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -14184067.000000 Penalty: 1153.110474
	Iteration 28Q: 3 clusters Score -1.418407e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298340 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -14184022.000000 Penalty: 1153.110474
	Iteration 29Q: 3 clusters Score -1.418402e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299458 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -14183980.000000 Penalty: 1153.110474
	Iteration 30Q: 3 clusters Score -1.418398e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300530 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -14183915.000000 Penalty: 1153.110474
	Iteration 31Q: 3 clusters Score -1.418392e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301639 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -14183784.000000 Penalty: 1153.110474
	Iteration 32Q: 3 clusters Score -1.418378e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302745 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -14183586.000000 Penalty: 1153.110474
	Iteration 33Q: 3 clusters Score -1.418359e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303903 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -14183433.000000 Penalty: 1153.110474
	Iteration 34Q: 3 clusters Score -1.418343e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305039 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -14183201.000000 Penalty: 1153.110474
	Iteration 35Q: 3 clusters Score -1.41832e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306154 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -14183112.000000 Penalty: 1153.110474
	Iteration 36Q: 3 clusters Score -1.418311e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -14183034.000000 Penalty: 1153.110474
	Iteration 37Q: 3 clusters Score -1.418303e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308201 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -14182861.000000 Penalty: 1153.110474
	Iteration 38Q: 3 clusters Score -1.418286e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309205 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -14182715.000000 Penalty: 1153.110474
	Iteration 39Q: 3 clusters Score -1.418272e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310209 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -14182644.000000 Penalty: 1153.110474
	Iteration 40F: 3 clusters Score -1.418264e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311141 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -14182492.000000 Penalty: 1153.110474
	Iteration 41Q: 3 clusters Score -1.418249e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312030 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -14182352.000000 Penalty: 1153.110474
	Iteration 42Q: 3 clusters Score -1.418235e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312826 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -14182202.000000 Penalty: 1153.110474
	Iteration 43Q: 3 clusters Score -1.41822e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313570 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -14182044.000000 Penalty: 1153.110474
	Iteration 44Q: 3 clusters Score -1.418204e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314239 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -14181877.000000 Penalty: 1153.110474
	Iteration 45Q: 3 clusters Score -1.418188e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314792 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14181733.000000 Penalty: 1153.110474
	Iteration 46Q: 3 clusters Score -1.418173e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315292 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -14181563.000000 Penalty: 1153.110474
	Iteration 47Q: 3 clusters Score -1.418156e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315705 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -14181472.000000 Penalty: 1153.110474
	Iteration 48Q: 3 clusters Score -1.418147e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316073 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -14181391.000000 Penalty: 1153.110474
	Iteration 49Q: 3 clusters Score -1.418139e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316383 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -14181336.000000 Penalty: 1153.110474
	Iteration 50Q: 3 clusters Score -1.418134e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316653 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14181261.000000 Penalty: 1153.110474
	Iteration 51Q: 3 clusters Score -1.418126e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316881 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14181184.000000 Penalty: 1153.110474
	Iteration 52Q: 3 clusters Score -1.418118e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317070 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14181165.000000 Penalty: 1153.110474
	Iteration 53Q: 3 clusters Score -1.418116e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317220 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14181155.000000 Penalty: 1153.110474
	Iteration 54Q: 3 clusters Score -1.418116e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317362 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14181112.000000 Penalty: 1153.110474
	Iteration 55Q: 3 clusters Score -1.418111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317499 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -14181087.000000 Penalty: 1153.110474
	Iteration 56Q: 3 clusters Score -1.418109e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317610 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14181103.000000 Penalty: 1153.110474
	Iteration 57Q: 3 clusters Score -1.41811e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317699 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14181114.000000 Penalty: 1153.110474
	Iteration 58Q: 3 clusters Score -1.418111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14181100.000000 Penalty: 1153.110474
	Iteration 59Q: 3 clusters Score -1.41811e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14181092.000000 Penalty: 1153.110474
	Iteration 60F: 3 clusters Score -1.418109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317846 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14181085.000000 Penalty: 1153.110474
	Iteration 61Q: 3 clusters Score -1.418108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14181079.000000 Penalty: 1153.110474
	Iteration 62Q: 3 clusters Score -1.418108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317903 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14181081.000000 Penalty: 1153.110474
	Iteration 63Q: 3 clusters Score -1.418108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14181086.000000 Penalty: 1153.110474
	Iteration 64Q: 3 clusters Score -1.418109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317953 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14181065.000000 Penalty: 1153.110474
	Iteration 65Q: 3 clusters Score -1.418106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14181066.000000 Penalty: 1153.110474
	Iteration 66Q: 3 clusters Score -1.418107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14181061.000000 Penalty: 1153.110474
	Iteration 67Q: 3 clusters Score -1.418106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318002 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14181052.000000 Penalty: 1153.110474
	Iteration 68Q: 3 clusters Score -1.418105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318016 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14181055.000000 Penalty: 1153.110474
	Iteration 69Q: 3 clusters Score -1.418106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318026 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14181055.000000 Penalty: 1153.110474
	Iteration 70Q: 3 clusters Score -1.418106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318035 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14181040.000000 Penalty: 1153.110474
	Iteration 71Q: 3 clusters Score -1.418104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318047 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -14181032.000000 Penalty: 1153.110474
	Iteration 72Q: 3 clusters Score -1.418103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318059 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14181038.000000 Penalty: 1153.110474
	Iteration 73Q: 3 clusters Score -1.418104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318069 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14181029.000000 Penalty: 1153.110474
	Iteration 74Q: 3 clusters Score -1.418103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318074 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14181033.000000 Penalty: 1153.110474
	Iteration 75Q: 3 clusters Score -1.418103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318079 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14181035.000000 Penalty: 1153.110474
	Iteration 76Q: 3 clusters Score -1.418104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318086 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14181039.000000 Penalty: 1153.110474
	Iteration 77Q: 3 clusters Score -1.418104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318091 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14181033.000000 Penalty: 1153.110474
	Iteration 78Q: 3 clusters Score -1.418103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318095 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14181034.000000 Penalty: 1153.110474
	Iteration 79Q: 3 clusters Score -1.418103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318097 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14181031.000000 Penalty: 1153.110474
	Iteration 80F: 3 clusters Score -1.418103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318100 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14181030.000000 Penalty: 1153.110474
	Iteration 81Q: 3 clusters Score -1.418103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318102 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14181029.000000 Penalty: 1153.110474
	Iteration 82Q: 3 clusters Score -1.418103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318102 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14181029.000000 Penalty: 1153.110474
	Iteration 83F: 3 clusters Score -1.418103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -33143.648438 Penalty: 308.692810
	Iteration 0F: 2 clusters Score -33143.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32434.783203 Penalty: 617.385620
	Iteration 0F: 3 clusters Score -32434.78 nChanged 338
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: -32680.634766 Penalty: 617.385620
	Iteration 1F: 3 clusters Score -32680.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32760.035156 Penalty: 617.385620
	Iteration 2F: 3 clusters Score -32760.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -32818.554688 Penalty: 617.385620
	Iteration 3F: 3 clusters Score -32818.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32846.203125 Penalty: 617.385620
	Iteration 4Q: 3 clusters Score -32846.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -32864.015625 Penalty: 617.385620
	Iteration 5Q: 3 clusters Score -32864.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -32879.734375 Penalty: 617.385620
	Iteration 6Q: 3 clusters Score -32879.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -32899.621094 Penalty: 617.385620
	Iteration 7Q: 3 clusters Score -32899.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32915.503906 Penalty: 617.385620
	Iteration 8Q: 3 clusters Score -32915.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -32929.296875 Penalty: 617.385620
	Iteration 9Q: 3 clusters Score -32929.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32939.675781 Penalty: 617.385620
	Iteration 10Q: 3 clusters Score -32939.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -32945.410156 Penalty: 617.385620
	Iteration 11Q: 3 clusters Score -32945.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32951.156250 Penalty: 617.385620
	Iteration 12Q: 3 clusters Score -32951.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -32957.523438 Penalty: 617.385620
	Iteration 13Q: 3 clusters Score -32957.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -32962.562500 Penalty: 617.385620
	Iteration 14Q: 3 clusters Score -32962.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -32966.878906 Penalty: 617.385620
	Iteration 15Q: 3 clusters Score -32966.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -32974.183594 Penalty: 617.385620
	Iteration 16Q: 3 clusters Score -32974.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -32976.750000 Penalty: 617.385620
	Iteration 17Q: 3 clusters Score -32976.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -32978.796875 Penalty: 617.385620
	Iteration 18Q: 3 clusters Score -32978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -32982.769531 Penalty: 617.385620
	Iteration 19Q: 3 clusters Score -32982.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -32984.000000 Penalty: 617.385620
	Iteration 20F: 3 clusters Score -32984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -32985.113281 Penalty: 617.385620
	Iteration 21Q: 3 clusters Score -32985.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -32988.601562 Penalty: 617.385620
	Iteration 22Q: 3 clusters Score -32988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -32990.039062 Penalty: 617.385620
	Iteration 23Q: 3 clusters Score -32990.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -32991.988281 Penalty: 617.385620
	Iteration 24Q: 3 clusters Score -32991.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -32993.613281 Penalty: 617.385620
	Iteration 25Q: 3 clusters Score -32993.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -32993.855469 Penalty: 617.385620
	Iteration 26Q: 3 clusters Score -32993.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -32993.855469 Penalty: 617.385620
	Iteration 27F: 3 clusters Score -32993.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -9825.682617 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -9825.683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9488.859375 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -9488.859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9609.585938 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -9609.586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9653.316406 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -9653.316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9695.346680 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -9695.347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9721.471680 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -9721.472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9731.874023 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -9731.874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9733.888672 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -9733.889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9738.036133 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -9738.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9740.178711 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -9740.179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9742.307617 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -9742.308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9742.307617 Penalty: 511.126190
	Iteration 10F: 3 clusters Score -9742.308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Entering Unmasked Estep 
Score: -5767240.500000 Penalty: 535.571533
	Iteration 0F: 2 clusters Score -5767240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -5679100.500000 Penalty: 1071.143066
	Iteration 0F: 3 clusters Score -5679100 nChanged 63856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -5721749.500000 Penalty: 1071.143066
	Iteration 1F: 3 clusters Score -5721750 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -5725810.500000 Penalty: 1071.143066
	Iteration 2F: 3 clusters Score -5725810 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -5732277.500000 Penalty: 1071.143066
	Iteration 3F: 3 clusters Score -5732278 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -5740663.500000 Penalty: 1071.143066
	Iteration 4F: 3 clusters Score -5740664 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -5748693.500000 Penalty: 1071.143066
	Iteration 5F: 3 clusters Score -5748694 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -5753978.000000 Penalty: 1071.143066
	Iteration 6Q: 3 clusters Score -5753978 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -5756940.500000 Penalty: 1071.143066
	Iteration 7Q: 3 clusters Score -5756940 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -5758771.500000 Penalty: 1071.143066
	Iteration 8Q: 3 clusters Score -5758772 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -5760224.500000 Penalty: 1071.143066
	Iteration 9Q: 3 clusters Score -5760224 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -5761378.000000 Penalty: 1071.143066
	Iteration 10Q: 3 clusters Score -5761378 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -5762235.000000 Penalty: 1071.143066
	Iteration 11Q: 3 clusters Score -5762235 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -5763022.500000 Penalty: 1071.143066
	Iteration 12Q: 3 clusters Score -5763022 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -5763684.000000 Penalty: 1071.143066
	Iteration 13Q: 3 clusters Score -5763684 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -5764321.500000 Penalty: 1071.143066
	Iteration 14Q: 3 clusters Score -5764322 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
Score: -5764852.000000 Penalty: 1071.143066
	Iteration 15Q: 3 clusters Score -5764852 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -5765328.000000 Penalty: 1071.143066
	Iteration 16Q: 3 clusters Score -5765328 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -5765747.500000 Penalty: 1071.143066
	Iteration 17Q: 3 clusters Score -5765748 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -5766088.500000 Penalty: 1071.143066
	Iteration 18Q: 3 clusters Score -5766088 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -5766303.000000 Penalty: 1071.143066
	Iteration 19Q: 3 clusters Score -5766303 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -5766500.500000 Penalty: 1071.143066
	Iteration 20F: 3 clusters Score -5766500 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -5766623.500000 Penalty: 1071.143066
	Iteration 21Q: 3 clusters Score -5766624 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -5766688.000000 Penalty: 1071.143066
	Iteration 22Q: 3 clusters Score -5766688 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -5766741.000000 Penalty: 1071.143066
	Iteration 23Q: 3 clusters Score -5766741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -5766759.000000 Penalty: 1071.143066
	Iteration 24Q: 3 clusters Score -5766759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -5766774.500000 Penalty: 1071.143066
	Iteration 25Q: 3 clusters Score -5766774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -5766770.000000 Penalty: 1071.143066
	Iteration 26Q: 3 clusters Score -5766770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -5766773.500000 Penalty: 1071.143066
	Iteration 27Q: 3 clusters Score -5766774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -5766766.500000 Penalty: 1071.143066
	Iteration 28Q: 3 clusters Score -5766766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -5766748.500000 Penalty: 1071.143066
	Iteration 29Q: 3 clusters Score -5766748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -5766759.500000 Penalty: 1071.143066
	Iteration 30Q: 3 clusters Score -5766760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -5766764.000000 Penalty: 1071.143066
	Iteration 31Q: 3 clusters Score -5766764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -5766774.000000 Penalty: 1071.143066
	Iteration 32Q: 3 clusters Score -5766774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -5766773.500000 Penalty: 1071.143066
	Iteration 33Q: 3 clusters Score -5766774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -5766772.500000 Penalty: 1071.143066
	Iteration 34Q: 3 clusters Score -5766772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -5766776.000000 Penalty: 1071.143066
	Iteration 35Q: 3 clusters Score -5766776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
Score: -5766782.500000 Penalty: 1071.143066
	Iteration 36Q: 3 clusters Score -5766782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -5766780.000000 Penalty: 1071.143066
	Iteration 37Q: 3 clusters Score -5766780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -5766779.500000 Penalty: 1071.143066
	Iteration 38Q: 3 clusters Score -5766780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -5766786.000000 Penalty: 1071.143066
	Iteration 39Q: 3 clusters Score -5766786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -5766773.500000 Penalty: 1071.143066
	Iteration 40F: 3 clusters Score -5766774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -5766770.500000 Penalty: 1071.143066
	Iteration 41Q: 3 clusters Score -5766770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -5766775.500000 Penalty: 1071.143066
	Iteration 42Q: 3 clusters Score -5766776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -5766775.500000 Penalty: 1071.143066
	Iteration 43Q: 3 clusters Score -5766776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -5766775.000000 Penalty: 1071.143066
	Iteration 44Q: 3 clusters Score -5766775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -5766770.000000 Penalty: 1071.143066
	Iteration 45Q: 3 clusters Score -5766770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -5766773.500000 Penalty: 1071.143066
	Iteration 46Q: 3 clusters Score -5766774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -5766773.000000 Penalty: 1071.143066
	Iteration 47Q: 3 clusters Score -5766773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -5766770.000000 Penalty: 1071.143066
	Iteration 48Q: 3 clusters Score -5766770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -5766770.500000 Penalty: 1071.143066
	Iteration 49Q: 3 clusters Score -5766770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -5766770.500000 Penalty: 1071.143066
	Iteration 50Q: 3 clusters Score -5766770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -5766767.000000 Penalty: 1071.143066
	Iteration 51Q: 3 clusters Score -5766767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 114846 members 
Entering Unmasked Estep 
Score: -5766767.000000 Penalty: 1071.143066
	Iteration 52F: 3 clusters Score -5766767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -321793.406250 Penalty: 405.308655
	Iteration 0F: 2 clusters Score -321793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -316812.437500 Penalty: 810.617310
	Iteration 0F: 3 clusters Score -316812.4 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -318858.000000 Penalty: 810.617310
	Iteration 1F: 3 clusters Score -318858 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -319140.218750 Penalty: 810.617310
	Iteration 2F: 3 clusters Score -319140.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -319472.468750 Penalty: 810.617310
	Iteration 3F: 3 clusters Score -319472.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -319849.593750 Penalty: 810.617310
	Iteration 4F: 3 clusters Score -319849.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -320220.968750 Penalty: 810.617310
	Iteration 5F: 3 clusters Score -320221 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -320561.125000 Penalty: 810.617310
	Iteration 6F: 3 clusters Score -320561.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -320782.968750 Penalty: 810.617310
	Iteration 7Q: 3 clusters Score -320783 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -320921.875000 Penalty: 810.617310
	Iteration 8Q: 3 clusters Score -320921.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -320984.343750 Penalty: 810.617310
	Iteration 9Q: 3 clusters Score -320984.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -321043.281250 Penalty: 810.617310
	Iteration 10Q: 3 clusters Score -321043.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -321099.125000 Penalty: 810.617310
	Iteration 11Q: 3 clusters Score -321099.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -321141.500000 Penalty: 810.617310
	Iteration 12Q: 3 clusters Score -321141.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -321171.593750 Penalty: 810.617310
	Iteration 13Q: 3 clusters Score -321171.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -321190.937500 Penalty: 810.617310
	Iteration 14Q: 3 clusters Score -321190.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -321206.437500 Penalty: 810.617310
	Iteration 15Q: 3 clusters Score -321206.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -321218.875000 Penalty: 810.617310
	Iteration 16Q: 3 clusters Score -321218.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -321226.812500 Penalty: 810.617310
	Iteration 17Q: 3 clusters Score -321226.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -321233.562500 Penalty: 810.617310
	Iteration 18Q: 3 clusters Score -321233.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -321240.468750 Penalty: 810.617310
	Iteration 19Q: 3 clusters Score -321240.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -321246.406250 Penalty: 810.617310
	Iteration 20F: 3 clusters Score -321246.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -321252.406250 Penalty: 810.617310
	Iteration 21Q: 3 clusters Score -321252.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -321255.531250 Penalty: 810.617310
	Iteration 22Q: 3 clusters Score -321255.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -321258.093750 Penalty: 810.617310
	Iteration 23Q: 3 clusters Score -321258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -321260.812500 Penalty: 810.617310
	Iteration 24Q: 3 clusters Score -321260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -321262.125000 Penalty: 810.617310
	Iteration 25Q: 3 clusters Score -321262.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -321265.000000 Penalty: 810.617310
	Iteration 26Q: 3 clusters Score -321265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -321267.000000 Penalty: 810.617310
	Iteration 27Q: 3 clusters Score -321267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -321269.593750 Penalty: 810.617310
	Iteration 28Q: 3 clusters Score -321269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -321271.656250 Penalty: 810.617310
	Iteration 29Q: 3 clusters Score -321271.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -321273.968750 Penalty: 810.617310
	Iteration 30Q: 3 clusters Score -321274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -321276.593750 Penalty: 810.617310
	Iteration 31Q: 3 clusters Score -321276.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -321279.750000 Penalty: 810.617310
	Iteration 32Q: 3 clusters Score -321279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -321280.843750 Penalty: 810.617310
	Iteration 33Q: 3 clusters Score -321280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -321282.812500 Penalty: 810.617310
	Iteration 34Q: 3 clusters Score -321282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -321284.156250 Penalty: 810.617310
	Iteration 35Q: 3 clusters Score -321284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -321284.250000 Penalty: 810.617310
	Iteration 36Q: 3 clusters Score -321284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -321285.312500 Penalty: 810.617310
	Iteration 37Q: 3 clusters Score -321285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -321286.250000 Penalty: 810.617310
	Iteration 38Q: 3 clusters Score -321286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -321287.218750 Penalty: 810.617310
	Iteration 39Q: 3 clusters Score -321287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -321287.437500 Penalty: 810.617310
	Iteration 40F: 3 clusters Score -321287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321287.875000 Penalty: 810.617310
	Iteration 41Q: 3 clusters Score -321287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -321286.968750 Penalty: 810.617310
	Iteration 42Q: 3 clusters Score -321287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321286.656250 Penalty: 810.617310
	Iteration 43Q: 3 clusters Score -321286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -321287.593750 Penalty: 810.617310
	Iteration 44Q: 3 clusters Score -321287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -321288.156250 Penalty: 810.617310
	Iteration 45Q: 3 clusters Score -321288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -321287.531250 Penalty: 810.617310
	Iteration 46Q: 3 clusters Score -321287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -321288.125000 Penalty: 810.617310
	Iteration 47Q: 3 clusters Score -321288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -321288.406250 Penalty: 810.617310
	Iteration 48Q: 3 clusters Score -321288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -321288.718750 Penalty: 810.617310
	Iteration 49Q: 3 clusters Score -321288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -321288.250000 Penalty: 810.617310
	Iteration 50Q: 3 clusters Score -321288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -321288.875000 Penalty: 810.617310
	Iteration 51Q: 3 clusters Score -321288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -321289.062500 Penalty: 810.617310
	Iteration 52Q: 3 clusters Score -321289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -321289.062500 Penalty: 810.617310
	Iteration 53F: 3 clusters Score -321289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 41657 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 21203 members 
Mstep: Class 7 contains 36903 members 
Mstep: Class 8 contains 253003 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 39459 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 18549 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 166818 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 318553 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 275 members 
Mstep: Class 24 contains 129418 members 
Mstep: Class 25 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939880.000000 Penalty: 15839.890625
Iteration 199Q: 26 clusters Score -4.693988e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 41759 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 21198 members 
Mstep: Class 7 contains 36921 members 
Mstep: Class 8 contains 253185 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 491 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 39429 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 165857 members 
Mstep: Class 18 contains 26039 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 318869 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 129535 members 
Mstep: Class 25 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939724.000000 Penalty: 15839.890625
Iteration 200F: 26 clusters Score -4.693972e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 41853 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 36923 members 
Mstep: Class 8 contains 253441 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 164873 members 
Mstep: Class 18 contains 26285 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 319229 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 129596 members 
Mstep: Class 25 contains 7407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939672.000000 Penalty: 15839.890625
Iteration 201Q: 26 clusters Score -4.693967e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 41935 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 36925 members 
Mstep: Class 8 contains 253729 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 39390 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 163907 members 
Mstep: Class 18 contains 26516 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 319597 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939472.000000 Penalty: 15839.890625
Iteration 202Q: 26 clusters Score -4.693947e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 21167 members 
Mstep: Class 7 contains 36925 members 
Mstep: Class 8 contains 254059 members 
Mstep: Class 9 contains 9997 members 
Mstep: Class 10 contains 474 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 39382 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 18644 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 162797 members 
Mstep: Class 18 contains 26714 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 320093 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 129624 members 
Mstep: Class 25 contains 7433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939320.000000 Penalty: 15839.890625
Iteration 203Q: 26 clusters Score -4.693932e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 21131 members 
Mstep: Class 7 contains 36934 members 
Mstep: Class 8 contains 254467 members 
Mstep: Class 9 contains 9992 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 39393 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 18672 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 161670 members 
Mstep: Class 18 contains 26917 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 320552 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 129609 members 
Mstep: Class 25 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939200.000000 Penalty: 15839.890625
Iteration 204Q: 26 clusters Score -4.69392e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 42152 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 21105 members 
Mstep: Class 7 contains 36946 members 
Mstep: Class 8 contains 255023 members 
Mstep: Class 9 contains 9988 members 
Mstep: Class 10 contains 468 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 39396 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 18698 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 160529 members 
Mstep: Class 18 contains 27108 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 320990 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 129528 members 
Mstep: Class 25 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939144.000000 Penalty: 15839.890625
Iteration 205Q: 26 clusters Score -4.693914e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 42199 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 4175 members 
Mstep: Class 6 contains 21089 members 
Mstep: Class 7 contains 36954 members 
Mstep: Class 8 contains 255635 members 
Mstep: Class 9 contains 9982 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 39402 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 159312 members 
Mstep: Class 18 contains 27286 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 321459 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 129461 members 
Mstep: Class 25 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938820.000000 Penalty: 15839.890625
Iteration 206Q: 26 clusters Score -4.693882e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 42246 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 21072 members 
Mstep: Class 7 contains 36953 members 
Mstep: Class 8 contains 256310 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 18749 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 158087 members 
Mstep: Class 18 contains 27441 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 321928 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 129355 members 
Mstep: Class 25 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938472.000000 Penalty: 15839.890625
Iteration 207Q: 26 clusters Score -4.693847e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 21061 members 
Mstep: Class 7 contains 36951 members 
Mstep: Class 8 contains 257107 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 39412 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 18768 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 156797 members 
Mstep: Class 18 contains 27579 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 322357 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 129227 members 
Mstep: Class 25 contains 7454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938224.000000 Penalty: 15839.890625
Iteration 208Q: 26 clusters Score -4.693822e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 42364 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 21054 members 
Mstep: Class 7 contains 36953 members 
Mstep: Class 8 contains 257953 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 39417 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 155509 members 
Mstep: Class 18 contains 27720 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 322739 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 129075 members 
Mstep: Class 25 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937944.000000 Penalty: 15839.890625
Iteration 209Q: 26 clusters Score -4.693794e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 42422 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 21030 members 
Mstep: Class 7 contains 36960 members 
Mstep: Class 8 contains 258822 members 
Mstep: Class 9 contains 9968 members 
Mstep: Class 10 contains 444 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 39420 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9761 members 
Mstep: Class 15 contains 18806 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 154319 members 
Mstep: Class 18 contains 27849 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323014 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128925 members 
Mstep: Class 25 contains 7467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937908.000000 Penalty: 15839.890625
Iteration 210Q: 26 clusters Score -4.693791e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 42481 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 21002 members 
Mstep: Class 7 contains 36966 members 
Mstep: Class 8 contains 259836 members 
Mstep: Class 9 contains 9964 members 
Mstep: Class 10 contains 440 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 39414 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 153106 members 
Mstep: Class 18 contains 27971 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323160 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128793 members 
Mstep: Class 25 contains 7473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937560.000000 Penalty: 15839.890625
Iteration 211Q: 26 clusters Score -4.693756e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 42542 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 36979 members 
Mstep: Class 8 contains 260858 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 437 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 151829 members 
Mstep: Class 18 contains 28102 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323321 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128682 members 
Mstep: Class 25 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937132.000000 Penalty: 15839.890625
Iteration 212Q: 26 clusters Score -4.693713e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 42606 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 36976 members 
Mstep: Class 8 contains 261935 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 39393 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9713 members 
Mstep: Class 15 contains 18881 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 150661 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323344 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128556 members 
Mstep: Class 25 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936756.000000 Penalty: 15839.890625
Iteration 213Q: 26 clusters Score -4.693676e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 42687 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 36972 members 
Mstep: Class 8 contains 263029 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 39381 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 18901 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 149491 members 
Mstep: Class 18 contains 28394 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323367 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128409 members 
Mstep: Class 25 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936584.000000 Penalty: 15839.890625
Iteration 214Q: 26 clusters Score -4.693658e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 42772 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 20942 members 
Mstep: Class 7 contains 36972 members 
Mstep: Class 8 contains 264145 members 
Mstep: Class 9 contains 9957 members 
Mstep: Class 10 contains 429 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 39369 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 18917 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 148386 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323305 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 274 members 
Mstep: Class 24 contains 128246 members 
Mstep: Class 25 contains 7489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936384.000000 Penalty: 15839.890625
Iteration 215Q: 26 clusters Score -4.693638e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 42854 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 36970 members 
Mstep: Class 8 contains 265240 members 
Mstep: Class 9 contains 9957 members 
Mstep: Class 10 contains 425 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 39346 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 18932 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 147264 members 
Mstep: Class 18 contains 28697 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323247 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 128120 members 
Mstep: Class 25 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936188.000000 Penalty: 15839.890625
Iteration 216Q: 26 clusters Score -4.693619e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 42901 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 20926 members 
Mstep: Class 7 contains 36979 members 
Mstep: Class 8 contains 266320 members 
Mstep: Class 9 contains 9955 members 
Mstep: Class 10 contains 422 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 39334 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 18944 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 146098 members 
Mstep: Class 18 contains 28843 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323207 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 128052 members 
Mstep: Class 25 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 631.338867 but Gain 633.595703
Score: -46935924.000000 Penalty: 15206.294922
Iteration 217Q: 25 clusters Score -4.693592e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 20922 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 267420 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 39317 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9586 members 
Mstep: Class 15 contains 18952 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 144998 members 
Mstep: Class 18 contains 28996 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323391 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 128003 members 
Mstep: Class 25 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936112.000000 Penalty: 15206.294922
Iteration 218Q: 25 clusters Score -4.693611e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 43025 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 20921 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 268516 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 39282 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9541 members 
Mstep: Class 15 contains 18957 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 143874 members 
Mstep: Class 18 contains 29157 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323330 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 127883 members 
Mstep: Class 25 contains 7489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935900.000000 Penalty: 15206.294922
Iteration 219Q: 25 clusters Score -4.69359e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 37044 members 
Mstep: Class 8 contains 269537 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 39254 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 18969 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 142689 members 
Mstep: Class 18 contains 29321 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323404 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 127746 members 
Mstep: Class 25 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935904.000000 Penalty: 15206.294922
Iteration 220F: 25 clusters Score -4.69359e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 43188 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 20898 members 
Mstep: Class 7 contains 37050 members 
Mstep: Class 8 contains 270571 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 39218 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9456 members 
Mstep: Class 15 contains 18980 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 141585 members 
Mstep: Class 18 contains 29495 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323346 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 127638 members 
Mstep: Class 25 contains 7499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935836.000000 Penalty: 15206.294922
Iteration 221Q: 25 clusters Score -4.693584e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 43272 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 37064 members 
Mstep: Class 8 contains 271606 members 
Mstep: Class 9 contains 9974 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 39184 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 18991 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 140456 members 
Mstep: Class 18 contains 29696 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323296 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 127529 members 
Mstep: Class 25 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935596.000000 Penalty: 15206.294922
Iteration 222Q: 25 clusters Score -4.69356e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 43359 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 37071 members 
Mstep: Class 8 contains 272719 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 39156 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9337 members 
Mstep: Class 15 contains 18999 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 139327 members 
Mstep: Class 18 contains 29874 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323200 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 127430 members 
Mstep: Class 25 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935480.000000 Penalty: 15206.294922
Iteration 223Q: 25 clusters Score -4.693548e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 43415 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 37066 members 
Mstep: Class 8 contains 273862 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 39126 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9288 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 138247 members 
Mstep: Class 18 contains 30046 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 323068 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 127329 members 
Mstep: Class 25 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935624.000000 Penalty: 15206.294922
Iteration 224Q: 25 clusters Score -4.693562e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 43488 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 20897 members 
Mstep: Class 7 contains 37063 members 
Mstep: Class 8 contains 274991 members 
Mstep: Class 9 contains 9961 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 39090 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 19009 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 137208 members 
Mstep: Class 18 contains 30199 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 322929 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 127201 members 
Mstep: Class 25 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935580.000000 Penalty: 15206.294922
Iteration 225Q: 25 clusters Score -4.693558e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 43552 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 20901 members 
Mstep: Class 7 contains 37053 members 
Mstep: Class 8 contains 276109 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 39058 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9202 members 
Mstep: Class 15 contains 19015 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 136167 members 
Mstep: Class 18 contains 30354 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 322775 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 127120 members 
Mstep: Class 25 contains 7524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935588.000000 Penalty: 15206.294922
Iteration 226Q: 25 clusters Score -4.693559e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 43608 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 20906 members 
Mstep: Class 7 contains 37050 members 
Mstep: Class 8 contains 277278 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 39036 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 19021 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 135103 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 322558 members 
Mstep: Class 22 contains 872 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 127034 members 
Mstep: Class 25 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935576.000000 Penalty: 15206.294922
Iteration 227Q: 25 clusters Score -4.693558e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 43649 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 37050 members 
Mstep: Class 8 contains 278511 members 
Mstep: Class 9 contains 9957 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 39017 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 9128 members 
Mstep: Class 15 contains 19028 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 134051 members 
Mstep: Class 18 contains 30672 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 322258 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126969 members 
Mstep: Class 25 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935400.000000 Penalty: 15206.294922
Iteration 228Q: 25 clusters Score -4.69354e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 43683 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 20919 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 279691 members 
Mstep: Class 9 contains 9957 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 39001 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 9098 members 
Mstep: Class 15 contains 19039 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 133019 members 
Mstep: Class 18 contains 30818 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 322031 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126883 members 
Mstep: Class 25 contains 7542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935216.000000 Penalty: 15206.294922
Iteration 229Q: 25 clusters Score -4.693522e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 43723 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 280841 members 
Mstep: Class 9 contains 9953 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 38985 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 19045 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 132012 members 
Mstep: Class 18 contains 30986 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 321765 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 126818 members 
Mstep: Class 25 contains 7555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935248.000000 Penalty: 15206.294922
Iteration 230Q: 25 clusters Score -4.693525e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 43771 members 
Mstep: Class 3 contains 2080 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 37043 members 
Mstep: Class 8 contains 282000 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 38961 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 19046 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 131053 members 
Mstep: Class 18 contains 31153 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 321454 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126776 members 
Mstep: Class 25 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935144.000000 Penalty: 15206.294922
Iteration 231Q: 25 clusters Score -4.693514e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 43812 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 20957 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 283143 members 
Mstep: Class 9 contains 9962 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 12 contains 38930 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 19051 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 130110 members 
Mstep: Class 18 contains 31290 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 321170 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126741 members 
Mstep: Class 25 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935148.000000 Penalty: 15206.294922
Iteration 232Q: 25 clusters Score -4.693515e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 43852 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 20965 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 284182 members 
Mstep: Class 9 contains 9961 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 38907 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 19057 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 129253 members 
Mstep: Class 18 contains 31433 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 320931 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126667 members 
Mstep: Class 25 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935136.000000 Penalty: 15206.294922
Iteration 233Q: 25 clusters Score -4.693514e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 43902 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 285271 members 
Mstep: Class 9 contains 9953 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 38888 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 9008 members 
Mstep: Class 15 contains 19062 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 128352 members 
Mstep: Class 18 contains 31604 members 
Mstep: Class 19 contains 2515 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 320670 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126573 members 
Mstep: Class 25 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935224.000000 Penalty: 15206.294922
Iteration 234Q: 25 clusters Score -4.693522e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 8041 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 20979 members 
Mstep: Class 7 contains 37010 members 
Mstep: Class 8 contains 286301 members 
Mstep: Class 9 contains 9948 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 38863 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 8980 members 
Mstep: Class 15 contains 19065 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 127498 members 
Mstep: Class 18 contains 31833 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 320382 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126477 members 
Mstep: Class 25 contains 7601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935304.000000 Penalty: 15206.294922
Iteration 235Q: 25 clusters Score -4.69353e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 43986 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 20984 members 
Mstep: Class 7 contains 37011 members 
Mstep: Class 8 contains 287262 members 
Mstep: Class 9 contains 9944 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 38846 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 126731 members 
Mstep: Class 18 contains 32097 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 320061 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126343 members 
Mstep: Class 25 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935452.000000 Penalty: 15206.294922
Iteration 236Q: 25 clusters Score -4.693545e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 44017 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 20992 members 
Mstep: Class 7 contains 37008 members 
Mstep: Class 8 contains 288284 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 38825 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8903 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 125942 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 319706 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126245 members 
Mstep: Class 25 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935628.000000 Penalty: 15206.294922
Iteration 237Q: 25 clusters Score -4.693563e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 44056 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 21001 members 
Mstep: Class 7 contains 36998 members 
Mstep: Class 8 contains 289337 members 
Mstep: Class 9 contains 9930 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 38807 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8879 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 125157 members 
Mstep: Class 18 contains 32553 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 319336 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126157 members 
Mstep: Class 25 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935940.000000 Penalty: 15206.294922
Iteration 238Q: 25 clusters Score -4.693594e+07 nChanged 2694
Entering ConstructFrom: 
Score: -46935940.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (13713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Entering Unmasked Estep 
Score: -607588.812500 Penalty: 433.437500
	Iteration 0F: 2 clusters Score -607588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -598373.875000 Penalty: 866.875000
	Iteration 0F: 3 clusters Score -598373.9 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -602229.500000 Penalty: 866.875000
	Iteration 1F: 3 clusters Score -602229.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -602536.937500 Penalty: 866.875000
	Iteration 2Q: 3 clusters Score -602536.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -602929.937500 Penalty: 866.875000
	Iteration 3F: 3 clusters Score -602929.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -603451.562500 Penalty: 866.875000
	Iteration 4F: 3 clusters Score -603451.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -604165.250000 Penalty: 866.875000
	Iteration 5F: 3 clusters Score -604165.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -604939.875000 Penalty: 866.875000
	Iteration 6F: 3 clusters Score -604939.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -605601.187500 Penalty: 866.875000
	Iteration 7F: 3 clusters Score -605601.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -606097.375000 Penalty: 866.875000
	Iteration 8Q: 3 clusters Score -606097.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -606434.437500 Penalty: 866.875000
	Iteration 9Q: 3 clusters Score -606434.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -606661.875000 Penalty: 866.875000
	Iteration 10Q: 3 clusters Score -606661.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -606852.875000 Penalty: 866.875000
	Iteration 11Q: 3 clusters Score -606852.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -606973.437500 Penalty: 866.875000
	Iteration 12Q: 3 clusters Score -606973.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -607047.750000 Penalty: 866.875000
	Iteration 13Q: 3 clusters Score -607047.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -607108.062500 Penalty: 866.875000
	Iteration 14Q: 3 clusters Score -607108.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -607142.625000 Penalty: 866.875000
	Iteration 15Q: 3 clusters Score -607142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -607159.437500 Penalty: 866.875000
	Iteration 16Q: 3 clusters Score -607159.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -607169.500000 Penalty: 866.875000
	Iteration 17Q: 3 clusters Score -607169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -607175.312500 Penalty: 866.875000
	Iteration 18Q: 3 clusters Score -607175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -607180.250000 Penalty: 866.875000
	Iteration 19Q: 3 clusters Score -607180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -607185.562500 Penalty: 866.875000
	Iteration 20F: 3 clusters Score -607185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -607191.875000 Penalty: 866.875000
	Iteration 21Q: 3 clusters Score -607191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -607196.312500 Penalty: 866.875000
	Iteration 22Q: 3 clusters Score -607196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -607198.687500 Penalty: 866.875000
	Iteration 23Q: 3 clusters Score -607198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -607199.812500 Penalty: 866.875000
	Iteration 24Q: 3 clusters Score -607199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -607199.812500 Penalty: 866.875000
	Iteration 25F: 3 clusters Score -607199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Entering Unmasked Estep 
Score: -1981121.000000 Penalty: 486.580627
	Iteration 0F: 2 clusters Score -1981121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1951531.125000 Penalty: 973.161255
	Iteration 0F: 3 clusters Score -1951531 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1964697.875000 Penalty: 973.161255
	Iteration 1F: 3 clusters Score -1964698 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1966229.875000 Penalty: 973.161255
	Iteration 2F: 3 clusters Score -1966230 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1968914.625000 Penalty: 973.161255
	Iteration 3F: 3 clusters Score -1968915 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1972742.750000 Penalty: 973.161255
	Iteration 4F: 3 clusters Score -1972743 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1976624.125000 Penalty: 973.161255
	Iteration 5F: 3 clusters Score -1976624 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1979192.875000 Penalty: 973.161255
	Iteration 6F: 3 clusters Score -1979193 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1980288.250000 Penalty: 973.161255
	Iteration 7Q: 3 clusters Score -1980288 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1980642.125000 Penalty: 973.161255
	Iteration 8Q: 3 clusters Score -1980642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1980836.875000 Penalty: 973.161255
	Iteration 9Q: 3 clusters Score -1980837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1980888.625000 Penalty: 973.161255
	Iteration 10Q: 3 clusters Score -1980889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1980901.000000 Penalty: 973.161255
	Iteration 11Q: 3 clusters Score -1980901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1980901.625000 Penalty: 973.161255
	Iteration 12Q: 3 clusters Score -1980902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1980904.750000 Penalty: 973.161255
	Iteration 13Q: 3 clusters Score -1980905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1980904.750000 Penalty: 973.161255
	Iteration 14F: 3 clusters Score -1980905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -90027.781250 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -90027.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -88492.046875 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -88492.05 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -89019.289062 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -89019.29 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -89120.781250 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -89120.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -89212.796875 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -89212.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -89311.187500 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -89311.19 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -89394.992188 Penalty: 695.382385
	Iteration 5F: 3 clusters Score -89394.99 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -89444.093750 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -89444.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -89472.125000 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -89472.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -89489.210938 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -89489.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -89504.570312 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -89504.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -89517.390625 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -89517.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -89529.070312 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -89529.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -89542.593750 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -89542.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -89554.937500 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -89554.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -89565.140625 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -89565.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -89573.859375 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -89573.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -89583.289062 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -89583.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -89593.054688 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -89593.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -89603.812500 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -89603.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -89614.867188 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -89614.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -89629.359375 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -89629.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -89646.593750 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -89646.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -89661.648438 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -89661.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -89671.273438 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -89671.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -89675.289062 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -89675.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -89678.734375 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -89678.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -89681.546875 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -89681.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -89684.226562 Penalty: 695.382385
	Iteration 27Q: 3 clusters Score -89684.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -89686.039062 Penalty: 695.382385
	Iteration 28Q: 3 clusters Score -89686.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -89687.695312 Penalty: 695.382385
	Iteration 29Q: 3 clusters Score -89687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -89692.945312 Penalty: 695.382385
	Iteration 30Q: 3 clusters Score -89692.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -89697.046875 Penalty: 695.382385
	Iteration 31Q: 3 clusters Score -89697.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -89700.046875 Penalty: 695.382385
	Iteration 32Q: 3 clusters Score -89700.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -89703.898438 Penalty: 695.382385
	Iteration 33Q: 3 clusters Score -89703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -89706.632812 Penalty: 695.382385
	Iteration 34Q: 3 clusters Score -89706.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -89708.820312 Penalty: 695.382385
	Iteration 35Q: 3 clusters Score -89708.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -89711.046875 Penalty: 695.382385
	Iteration 36Q: 3 clusters Score -89711.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -89715.617188 Penalty: 695.382385
	Iteration 37Q: 3 clusters Score -89715.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -89716.304688 Penalty: 695.382385
	Iteration 38Q: 3 clusters Score -89716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -89719.367188 Penalty: 695.382385
	Iteration 39Q: 3 clusters Score -89719.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -89726.601562 Penalty: 695.382385
	Iteration 40F: 3 clusters Score -89726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -89728.718750 Penalty: 695.382385
	Iteration 41Q: 3 clusters Score -89728.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89731.789062 Penalty: 695.382385
	Iteration 42Q: 3 clusters Score -89731.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -89732.914062 Penalty: 695.382385
	Iteration 43Q: 3 clusters Score -89732.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -89736.851562 Penalty: 695.382385
	Iteration 44Q: 3 clusters Score -89736.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -89738.289062 Penalty: 695.382385
	Iteration 45Q: 3 clusters Score -89738.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -89739.835938 Penalty: 695.382385
	Iteration 46Q: 3 clusters Score -89739.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -89742.437500 Penalty: 695.382385
	Iteration 47Q: 3 clusters Score -89742.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -89742.867188 Penalty: 695.382385
	Iteration 48Q: 3 clusters Score -89742.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -89742.867188 Penalty: 695.382385
	Iteration 49F: 3 clusters Score -89742.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -353485.500000 Penalty: 409.070770
	Iteration 0F: 2 clusters Score -353485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -348146.437500 Penalty: 818.141541
	Iteration 0F: 3 clusters Score -348146.4 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -350201.000000 Penalty: 818.141541
	Iteration 1F: 3 clusters Score -350201 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -350457.781250 Penalty: 818.141541
	Iteration 2F: 3 clusters Score -350457.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -350776.968750 Penalty: 818.141541
	Iteration 3F: 3 clusters Score -350777 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -351237.218750 Penalty: 818.141541
	Iteration 4F: 3 clusters Score -351237.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -351802.687500 Penalty: 818.141541
	Iteration 5F: 3 clusters Score -351802.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -352328.656250 Penalty: 818.141541
	Iteration 6F: 3 clusters Score -352328.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -352702.031250 Penalty: 818.141541
	Iteration 7Q: 3 clusters Score -352702 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -352946.437500 Penalty: 818.141541
	Iteration 8Q: 3 clusters Score -352946.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -353054.468750 Penalty: 818.141541
	Iteration 9Q: 3 clusters Score -353054.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -353081.406250 Penalty: 818.141541
	Iteration 10Q: 3 clusters Score -353081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -353108.843750 Penalty: 818.141541
	Iteration 11Q: 3 clusters Score -353108.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -353126.031250 Penalty: 818.141541
	Iteration 12Q: 3 clusters Score -353126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -353139.906250 Penalty: 818.141541
	Iteration 13Q: 3 clusters Score -353139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -353156.750000 Penalty: 818.141541
	Iteration 14Q: 3 clusters Score -353156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -353160.843750 Penalty: 818.141541
	Iteration 15Q: 3 clusters Score -353160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -353160.843750 Penalty: 818.141541
	Iteration 16F: 3 clusters Score -353160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -181788.296875 Penalty: 379.076233
	Iteration 0F: 2 clusters Score -181788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -178991.546875 Penalty: 758.152466
	Iteration 0F: 3 clusters Score -178991.5 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -180064.765625 Penalty: 758.152466
	Iteration 1F: 3 clusters Score -180064.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -180200.046875 Penalty: 758.152466
	Iteration 2F: 3 clusters Score -180200 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -180381.656250 Penalty: 758.152466
	Iteration 3F: 3 clusters Score -180381.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -180571.156250 Penalty: 758.152466
	Iteration 4F: 3 clusters Score -180571.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -180735.031250 Penalty: 758.152466
	Iteration 5Q: 3 clusters Score -180735 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -180900.500000 Penalty: 758.152466
	Iteration 6Q: 3 clusters Score -180900.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -181032.140625 Penalty: 758.152466
	Iteration 7Q: 3 clusters Score -181032.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -181141.812500 Penalty: 758.152466
	Iteration 8Q: 3 clusters Score -181141.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -181231.093750 Penalty: 758.152466
	Iteration 9Q: 3 clusters Score -181231.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -181299.968750 Penalty: 758.152466
	Iteration 10Q: 3 clusters Score -181300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -181345.875000 Penalty: 758.152466
	Iteration 11Q: 3 clusters Score -181345.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -181373.406250 Penalty: 758.152466
	Iteration 12Q: 3 clusters Score -181373.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -181388.421875 Penalty: 758.152466
	Iteration 13Q: 3 clusters Score -181388.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -181399.890625 Penalty: 758.152466
	Iteration 14Q: 3 clusters Score -181399.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -181419.640625 Penalty: 758.152466
	Iteration 15Q: 3 clusters Score -181419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -181430.593750 Penalty: 758.152466
	Iteration 16Q: 3 clusters Score -181430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -181436.468750 Penalty: 758.152466
	Iteration 17Q: 3 clusters Score -181436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -181441.078125 Penalty: 758.152466
	Iteration 18Q: 3 clusters Score -181441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -181443.250000 Penalty: 758.152466
	Iteration 19Q: 3 clusters Score -181443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -181444.203125 Penalty: 758.152466
	Iteration 20F: 3 clusters Score -181444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -181446.843750 Penalty: 758.152466
	Iteration 21Q: 3 clusters Score -181446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -181448.968750 Penalty: 758.152466
	Iteration 22Q: 3 clusters Score -181449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -181451.109375 Penalty: 758.152466
	Iteration 23Q: 3 clusters Score -181451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -181451.437500 Penalty: 758.152466
	Iteration 24Q: 3 clusters Score -181451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -181451.906250 Penalty: 758.152466
	Iteration 25Q: 3 clusters Score -181451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -181451.906250 Penalty: 758.152466
	Iteration 26F: 3 clusters Score -181451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Entering Unmasked Estep 
Score: -927689.000000 Penalty: 452.850311
	Iteration 0F: 2 clusters Score -927689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -913762.250000 Penalty: 905.700623
	Iteration 0F: 3 clusters Score -913762.2 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -919510.125000 Penalty: 905.700623
	Iteration 1F: 3 clusters Score -919510.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -919750.062500 Penalty: 905.700623
	Iteration 2Q: 3 clusters Score -919750.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -920088.312500 Penalty: 905.700623
	Iteration 3Q: 3 clusters Score -920088.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -920646.312500 Penalty: 905.700623
	Iteration 4Q: 3 clusters Score -920646.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -921542.000000 Penalty: 905.700623
	Iteration 5F: 3 clusters Score -921542 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -922701.250000 Penalty: 905.700623
	Iteration 6F: 3 clusters Score -922701.2 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -923711.250000 Penalty: 905.700623
	Iteration 7F: 3 clusters Score -923711.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -924282.812500 Penalty: 905.700623
	Iteration 8Q: 3 clusters Score -924282.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -924574.812500 Penalty: 905.700623
	Iteration 9Q: 3 clusters Score -924574.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -924867.062500 Penalty: 905.700623
	Iteration 10Q: 3 clusters Score -924867.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -925130.437500 Penalty: 905.700623
	Iteration 11Q: 3 clusters Score -925130.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -925411.562500 Penalty: 905.700623
	Iteration 12Q: 3 clusters Score -925411.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -925694.187500 Penalty: 905.700623
	Iteration 13Q: 3 clusters Score -925694.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -925971.687500 Penalty: 905.700623
	Iteration 14Q: 3 clusters Score -925971.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -926246.312500 Penalty: 905.700623
	Iteration 15Q: 3 clusters Score -926246.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -926532.062500 Penalty: 905.700623
	Iteration 16Q: 3 clusters Score -926532.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -926800.062500 Penalty: 905.700623
	Iteration 17Q: 3 clusters Score -926800.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -926966.812500 Penalty: 905.700623
	Iteration 18Q: 3 clusters Score -926966.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -927053.250000 Penalty: 905.700623
	Iteration 19Q: 3 clusters Score -927053.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -927111.875000 Penalty: 905.700623
	Iteration 20F: 3 clusters Score -927111.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -927136.375000 Penalty: 905.700623
	Iteration 21Q: 3 clusters Score -927136.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -927154.187500 Penalty: 905.700623
	Iteration 22Q: 3 clusters Score -927154.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -927157.625000 Penalty: 905.700623
	Iteration 23Q: 3 clusters Score -927157.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -927160.875000 Penalty: 905.700623
	Iteration 24Q: 3 clusters Score -927160.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -927159.750000 Penalty: 905.700623
	Iteration 25Q: 3 clusters Score -927159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -927162.812500 Penalty: 905.700623
	Iteration 26Q: 3 clusters Score -927162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -927162.125000 Penalty: 905.700623
	Iteration 27Q: 3 clusters Score -927162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -927161.312500 Penalty: 905.700623
	Iteration 28Q: 3 clusters Score -927161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -927163.187500 Penalty: 905.700623
	Iteration 29Q: 3 clusters Score -927163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -927163.312500 Penalty: 905.700623
	Iteration 30Q: 3 clusters Score -927163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -927161.875000 Penalty: 905.700623
	Iteration 31Q: 3 clusters Score -927161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -927163.312500 Penalty: 905.700623
	Iteration 32Q: 3 clusters Score -927163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -927162.062500 Penalty: 905.700623
	Iteration 33Q: 3 clusters Score -927162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -927161.562500 Penalty: 905.700623
	Iteration 34Q: 3 clusters Score -927161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -927163.187500 Penalty: 905.700623
	Iteration 35Q: 3 clusters Score -927163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -927164.062500 Penalty: 905.700623
	Iteration 36Q: 3 clusters Score -927164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -927165.687500 Penalty: 905.700623
	Iteration 37Q: 3 clusters Score -927165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -927165.500000 Penalty: 905.700623
	Iteration 38Q: 3 clusters Score -927165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -927165.500000 Penalty: 905.700623
	Iteration 39Q: 3 clusters Score -927165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -927164.625000 Penalty: 905.700623
	Iteration 40F: 3 clusters Score -927164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -927163.937500 Penalty: 905.700623
	Iteration 41Q: 3 clusters Score -927163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -927164.437500 Penalty: 905.700623
	Iteration 42Q: 3 clusters Score -927164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -927165.375000 Penalty: 905.700623
	Iteration 43Q: 3 clusters Score -927165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -927165.187500 Penalty: 905.700623
	Iteration 44Q: 3 clusters Score -927165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -927165.562500 Penalty: 905.700623
	Iteration 45Q: 3 clusters Score -927165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -927166.625000 Penalty: 905.700623
	Iteration 46Q: 3 clusters Score -927166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -927166.625000 Penalty: 905.700623
	Iteration 47F: 3 clusters Score -927166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Entering Unmasked Estep 
Score: -1505425.500000 Penalty: 478.593506
	Iteration 0F: 2 clusters Score -1505426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1480553.500000 Penalty: 957.187012
	Iteration 0F: 3 clusters Score -1480554 nChanged 17792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1491237.375000 Penalty: 957.187012
	Iteration 1F: 3 clusters Score -1491237 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1491864.875000 Penalty: 957.187012
	Iteration 2Q: 3 clusters Score -1491865 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1492829.750000 Penalty: 957.187012
	Iteration 3F: 3 clusters Score -1492830 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1494291.750000 Penalty: 957.187012
	Iteration 4F: 3 clusters Score -1494292 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1496340.375000 Penalty: 957.187012
	Iteration 5F: 3 clusters Score -1496340 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1498755.125000 Penalty: 957.187012
	Iteration 6F: 3 clusters Score -1498755 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1501120.750000 Penalty: 957.187012
	Iteration 7F: 3 clusters Score -1501121 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1502690.750000 Penalty: 957.187012
	Iteration 8Q: 3 clusters Score -1502691 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1503455.375000 Penalty: 957.187012
	Iteration 9Q: 3 clusters Score -1503455 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1503751.250000 Penalty: 957.187012
	Iteration 10Q: 3 clusters Score -1503751 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1503960.500000 Penalty: 957.187012
	Iteration 11Q: 3 clusters Score -1503960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1504098.125000 Penalty: 957.187012
	Iteration 12Q: 3 clusters Score -1504098 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1504214.250000 Penalty: 957.187012
	Iteration 13Q: 3 clusters Score -1504214 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1504292.750000 Penalty: 957.187012
	Iteration 14Q: 3 clusters Score -1504293 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1504371.125000 Penalty: 957.187012
	Iteration 15Q: 3 clusters Score -1504371 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1504449.000000 Penalty: 957.187012
	Iteration 16Q: 3 clusters Score -1504449 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1504511.625000 Penalty: 957.187012
	Iteration 17Q: 3 clusters Score -1504512 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1504571.750000 Penalty: 957.187012
	Iteration 18Q: 3 clusters Score -1504572 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1504634.375000 Penalty: 957.187012
	Iteration 19Q: 3 clusters Score -1504634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1504679.250000 Penalty: 957.187012
	Iteration 20F: 3 clusters Score -1504679 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1504733.750000 Penalty: 957.187012
	Iteration 21Q: 3 clusters Score -1504734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1504787.375000 Penalty: 957.187012
	Iteration 22Q: 3 clusters Score -1504787 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1504844.500000 Penalty: 957.187012
	Iteration 23Q: 3 clusters Score -1504844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1504905.625000 Penalty: 957.187012
	Iteration 24Q: 3 clusters Score -1504906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1504958.250000 Penalty: 957.187012
	Iteration 25Q: 3 clusters Score -1504958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1504997.125000 Penalty: 957.187012
	Iteration 26Q: 3 clusters Score -1504997 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1505036.125000 Penalty: 957.187012
	Iteration 27Q: 3 clusters Score -1505036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1505056.500000 Penalty: 957.187012
	Iteration 28Q: 3 clusters Score -1505056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1505073.500000 Penalty: 957.187012
	Iteration 29Q: 3 clusters Score -1505074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1505086.500000 Penalty: 957.187012
	Iteration 30Q: 3 clusters Score -1505086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1505098.375000 Penalty: 957.187012
	Iteration 31Q: 3 clusters Score -1505098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1505110.875000 Penalty: 957.187012
	Iteration 32Q: 3 clusters Score -1505111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1505112.625000 Penalty: 957.187012
	Iteration 33Q: 3 clusters Score -1505113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1505114.500000 Penalty: 957.187012
	Iteration 34Q: 3 clusters Score -1505114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1505118.250000 Penalty: 957.187012
	Iteration 35Q: 3 clusters Score -1505118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1505121.125000 Penalty: 957.187012
	Iteration 36Q: 3 clusters Score -1505121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1505121.750000 Penalty: 957.187012
	Iteration 37Q: 3 clusters Score -1505122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1505123.625000 Penalty: 957.187012
	Iteration 38Q: 3 clusters Score -1505124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1505128.000000 Penalty: 957.187012
	Iteration 39Q: 3 clusters Score -1505128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1505130.875000 Penalty: 957.187012
	Iteration 40F: 3 clusters Score -1505131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1505130.000000 Penalty: 957.187012
	Iteration 41Q: 3 clusters Score -1505130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1505131.500000 Penalty: 957.187012
	Iteration 42Q: 3 clusters Score -1505132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1505131.750000 Penalty: 957.187012
	Iteration 43Q: 3 clusters Score -1505132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1505133.250000 Penalty: 957.187012
	Iteration 44Q: 3 clusters Score -1505133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1505133.500000 Penalty: 957.187012
	Iteration 45Q: 3 clusters Score -1505134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1505133.500000 Penalty: 957.187012
	Iteration 46F: 3 clusters Score -1505134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (290386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290386 members 
Entering Unmasked Estep 
Score: -12664131.000000 Penalty: 572.342957
	Iteration 0F: 2 clusters Score -1.266413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 144901 members 
Entering Unmasked Estep 
Score: -12466142.000000 Penalty: 1144.685913
	Iteration 0F: 3 clusters Score -1.246614e+07 nChanged 143237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -12555226.000000 Penalty: 1144.685913
	Iteration 1F: 3 clusters Score -1.255523e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 123356 members 
Entering Unmasked Estep 
Score: -12559551.000000 Penalty: 1144.685913
	Iteration 2Q: 3 clusters Score -1.255955e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -12567431.000000 Penalty: 1144.685913
	Iteration 3F: 3 clusters Score -1.256743e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194983 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -12581178.000000 Penalty: 1144.685913
	Iteration 4F: 3 clusters Score -1.258118e+07 nChanged 20756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213041 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -12601213.000000 Penalty: 1144.685913
	Iteration 5F: 3 clusters Score -1.260121e+07 nChanged 18006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227453 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -12621008.000000 Penalty: 1144.685913
	Iteration 6F: 3 clusters Score -1.262101e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235676 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -12633536.000000 Penalty: 1144.685913
	Iteration 7Q: 3 clusters Score -1.263354e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240225 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -12639503.000000 Penalty: 1144.685913
	Iteration 8Q: 3 clusters Score -1.26395e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243661 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -12642590.000000 Penalty: 1144.685913
	Iteration 9Q: 3 clusters Score -1.264259e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246582 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -12644587.000000 Penalty: 1144.685913
	Iteration 10Q: 3 clusters Score -1.264459e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249296 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -12646338.000000 Penalty: 1144.685913
	Iteration 11Q: 3 clusters Score -1.264634e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251853 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -12647835.000000 Penalty: 1144.685913
	Iteration 12Q: 3 clusters Score -1.264784e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254225 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -12649031.000000 Penalty: 1144.685913
	Iteration 13Q: 3 clusters Score -1.264903e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256497 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -12650120.000000 Penalty: 1144.685913
	Iteration 14Q: 3 clusters Score -1.265012e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258703 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -12651218.000000 Penalty: 1144.685913
	Iteration 15Q: 3 clusters Score -1.265122e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260803 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -12652192.000000 Penalty: 1144.685913
	Iteration 16Q: 3 clusters Score -1.265219e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262834 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -12653138.000000 Penalty: 1144.685913
	Iteration 17Q: 3 clusters Score -1.265314e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264804 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -12654055.000000 Penalty: 1144.685913
	Iteration 18Q: 3 clusters Score -1.265406e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266723 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -12654718.000000 Penalty: 1144.685913
	Iteration 19Q: 3 clusters Score -1.265472e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268604 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -12655582.000000 Penalty: 1144.685913
	Iteration 20F: 3 clusters Score -1.265558e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270388 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -12656310.000000 Penalty: 1144.685913
	Iteration 21Q: 3 clusters Score -1.265631e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272093 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -12656953.000000 Penalty: 1144.685913
	Iteration 22Q: 3 clusters Score -1.265695e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273673 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -12657560.000000 Penalty: 1144.685913
	Iteration 23Q: 3 clusters Score -1.265756e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275156 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -12658153.000000 Penalty: 1144.685913
	Iteration 24Q: 3 clusters Score -1.265815e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276508 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -12658635.000000 Penalty: 1144.685913
	Iteration 25Q: 3 clusters Score -1.265864e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277714 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -12659115.000000 Penalty: 1144.685913
	Iteration 26Q: 3 clusters Score -1.265912e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278819 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -12659539.000000 Penalty: 1144.685913
	Iteration 27Q: 3 clusters Score -1.265954e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279801 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -12659856.000000 Penalty: 1144.685913
	Iteration 28Q: 3 clusters Score -1.265986e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280706 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -12660202.000000 Penalty: 1144.685913
	Iteration 29Q: 3 clusters Score -1.26602e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281542 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -12660478.000000 Penalty: 1144.685913
	Iteration 30Q: 3 clusters Score -1.266048e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282331 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -12660806.000000 Penalty: 1144.685913
	Iteration 31Q: 3 clusters Score -1.266081e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283042 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -12661021.000000 Penalty: 1144.685913
	Iteration 32Q: 3 clusters Score -1.266102e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283686 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -12661217.000000 Penalty: 1144.685913
	Iteration 33Q: 3 clusters Score -1.266122e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284305 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -12661522.000000 Penalty: 1144.685913
	Iteration 34Q: 3 clusters Score -1.266152e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284862 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -12661797.000000 Penalty: 1144.685913
	Iteration 35Q: 3 clusters Score -1.26618e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285336 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -12661960.000000 Penalty: 1144.685913
	Iteration 36Q: 3 clusters Score -1.266196e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285777 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -12662142.000000 Penalty: 1144.685913
	Iteration 37Q: 3 clusters Score -1.266214e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286182 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -12662248.000000 Penalty: 1144.685913
	Iteration 38Q: 3 clusters Score -1.266225e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286548 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -12662382.000000 Penalty: 1144.685913
	Iteration 39Q: 3 clusters Score -1.266238e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286891 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12662567.000000 Penalty: 1144.685913
	Iteration 40F: 3 clusters Score -1.266257e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287196 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12662692.000000 Penalty: 1144.685913
	Iteration 41Q: 3 clusters Score -1.266269e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287477 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -12662783.000000 Penalty: 1144.685913
	Iteration 42Q: 3 clusters Score -1.266278e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287710 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12662878.000000 Penalty: 1144.685913
	Iteration 43Q: 3 clusters Score -1.266288e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287923 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12662965.000000 Penalty: 1144.685913
	Iteration 44Q: 3 clusters Score -1.266296e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288125 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12663039.000000 Penalty: 1144.685913
	Iteration 45Q: 3 clusters Score -1.266304e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288323 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12663094.000000 Penalty: 1144.685913
	Iteration 46Q: 3 clusters Score -1.266309e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288494 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12663182.000000 Penalty: 1144.685913
	Iteration 47Q: 3 clusters Score -1.266318e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288650 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12663227.000000 Penalty: 1144.685913
	Iteration 48Q: 3 clusters Score -1.266323e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288787 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12663293.000000 Penalty: 1144.685913
	Iteration 49Q: 3 clusters Score -1.266329e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288898 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12663322.000000 Penalty: 1144.685913
	Iteration 50Q: 3 clusters Score -1.266332e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12663333.000000 Penalty: 1144.685913
	Iteration 51Q: 3 clusters Score -1.266333e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289088 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12663379.000000 Penalty: 1144.685913
	Iteration 52Q: 3 clusters Score -1.266338e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289164 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -12663406.000000 Penalty: 1144.685913
	Iteration 53Q: 3 clusters Score -1.266341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289221 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12663422.000000 Penalty: 1144.685913
	Iteration 54Q: 3 clusters Score -1.266342e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289280 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12663431.000000 Penalty: 1144.685913
	Iteration 55Q: 3 clusters Score -1.266343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289316 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12663450.000000 Penalty: 1144.685913
	Iteration 56Q: 3 clusters Score -1.266345e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289349 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12663448.000000 Penalty: 1144.685913
	Iteration 57Q: 3 clusters Score -1.266345e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289382 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12663456.000000 Penalty: 1144.685913
	Iteration 58Q: 3 clusters Score -1.266346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289410 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12663474.000000 Penalty: 1144.685913
	Iteration 59Q: 3 clusters Score -1.266347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289423 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12663478.000000 Penalty: 1144.685913
	Iteration 60F: 3 clusters Score -1.266348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289440 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12663485.000000 Penalty: 1144.685913
	Iteration 61Q: 3 clusters Score -1.266348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289459 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12663490.000000 Penalty: 1144.685913
	Iteration 62Q: 3 clusters Score -1.266349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289478 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12663487.000000 Penalty: 1144.685913
	Iteration 63Q: 3 clusters Score -1.266349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289495 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12663523.000000 Penalty: 1144.685913
	Iteration 64Q: 3 clusters Score -1.266352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289514 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12663532.000000 Penalty: 1144.685913
	Iteration 65Q: 3 clusters Score -1.266353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12663531.000000 Penalty: 1144.685913
	Iteration 66Q: 3 clusters Score -1.266353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12663537.000000 Penalty: 1144.685913
	Iteration 67Q: 3 clusters Score -1.266354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289568 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12663535.000000 Penalty: 1144.685913
	Iteration 68Q: 3 clusters Score -1.266354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12663534.000000 Penalty: 1144.685913
	Iteration 69Q: 3 clusters Score -1.266353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289588 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12663537.000000 Penalty: 1144.685913
	Iteration 70Q: 3 clusters Score -1.266354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12663547.000000 Penalty: 1144.685913
	Iteration 71Q: 3 clusters Score -1.266355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289617 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12663544.000000 Penalty: 1144.685913
	Iteration 72Q: 3 clusters Score -1.266354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289629 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12663551.000000 Penalty: 1144.685913
	Iteration 73Q: 3 clusters Score -1.266355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12663556.000000 Penalty: 1144.685913
	Iteration 74Q: 3 clusters Score -1.266356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289648 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12663579.000000 Penalty: 1144.685913
	Iteration 75Q: 3 clusters Score -1.266358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289650 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12663590.000000 Penalty: 1144.685913
	Iteration 76Q: 3 clusters Score -1.266359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289654 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12663579.000000 Penalty: 1144.685913
	Iteration 77Q: 3 clusters Score -1.266358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289662 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12663586.000000 Penalty: 1144.685913
	Iteration 78Q: 3 clusters Score -1.266359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289671 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12663592.000000 Penalty: 1144.685913
	Iteration 79Q: 3 clusters Score -1.266359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289681 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12663602.000000 Penalty: 1144.685913
	Iteration 80F: 3 clusters Score -1.26636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12663606.000000 Penalty: 1144.685913
	Iteration 81Q: 3 clusters Score -1.266361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12663615.000000 Penalty: 1144.685913
	Iteration 82Q: 3 clusters Score -1.266362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12663611.000000 Penalty: 1144.685913
	Iteration 83Q: 3 clusters Score -1.266361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289707 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12663613.000000 Penalty: 1144.685913
	Iteration 84Q: 3 clusters Score -1.266361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12663619.000000 Penalty: 1144.685913
	Iteration 85Q: 3 clusters Score -1.266362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289714 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12663617.000000 Penalty: 1144.685913
	Iteration 86Q: 3 clusters Score -1.266362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289717 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12663618.000000 Penalty: 1144.685913
	Iteration 87Q: 3 clusters Score -1.266362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289721 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12663622.000000 Penalty: 1144.685913
	Iteration 88Q: 3 clusters Score -1.266362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289726 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12663620.000000 Penalty: 1144.685913
	Iteration 89Q: 3 clusters Score -1.266362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12663614.000000 Penalty: 1144.685913
	Iteration 90Q: 3 clusters Score -1.266361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12663609.000000 Penalty: 1144.685913
	Iteration 91Q: 3 clusters Score -1.266361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12663614.000000 Penalty: 1144.685913
	Iteration 92Q: 3 clusters Score -1.266361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289735 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12663614.000000 Penalty: 1144.685913
	Iteration 93Q: 3 clusters Score -1.266361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289735 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12663614.000000 Penalty: 1144.685913
	Iteration 94F: 3 clusters Score -1.266361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -426242.968750 Penalty: 418.700439
	Iteration 0F: 2 clusters Score -426243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -419604.906250 Penalty: 837.400879
	Iteration 0F: 3 clusters Score -419604.9 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -422212.562500 Penalty: 837.400879
	Iteration 1F: 3 clusters Score -422212.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -422366.187500 Penalty: 837.400879
	Iteration 2Q: 3 clusters Score -422366.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -422533.468750 Penalty: 837.400879
	Iteration 3Q: 3 clusters Score -422533.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -422730.281250 Penalty: 837.400879
	Iteration 4Q: 3 clusters Score -422730.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -422946.968750 Penalty: 837.400879
	Iteration 5Q: 3 clusters Score -422947 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -423211.781250 Penalty: 837.400879
	Iteration 6Q: 3 clusters Score -423211.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -423598.062500 Penalty: 837.400879
	Iteration 7F: 3 clusters Score -423598.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -424038.281250 Penalty: 837.400879
	Iteration 8F: 3 clusters Score -424038.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -424462.687500 Penalty: 837.400879
	Iteration 9F: 3 clusters Score -424462.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -424758.125000 Penalty: 837.400879
	Iteration 10Q: 3 clusters Score -424758.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -424914.468750 Penalty: 837.400879
	Iteration 11Q: 3 clusters Score -424914.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -424984.031250 Penalty: 837.400879
	Iteration 12Q: 3 clusters Score -424984 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -425052.312500 Penalty: 837.400879
	Iteration 13Q: 3 clusters Score -425052.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -425115.437500 Penalty: 837.400879
	Iteration 14Q: 3 clusters Score -425115.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -425187.343750 Penalty: 837.400879
	Iteration 15Q: 3 clusters Score -425187.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -425249.500000 Penalty: 837.400879
	Iteration 16Q: 3 clusters Score -425249.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -425305.093750 Penalty: 837.400879
	Iteration 17Q: 3 clusters Score -425305.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -425359.562500 Penalty: 837.400879
	Iteration 18Q: 3 clusters Score -425359.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -425412.031250 Penalty: 837.400879
	Iteration 19Q: 3 clusters Score -425412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -425467.562500 Penalty: 837.400879
	Iteration 20F: 3 clusters Score -425467.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -425525.593750 Penalty: 837.400879
	Iteration 21Q: 3 clusters Score -425525.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -425573.843750 Penalty: 837.400879
	Iteration 22Q: 3 clusters Score -425573.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -425611.843750 Penalty: 837.400879
	Iteration 23Q: 3 clusters Score -425611.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -425644.000000 Penalty: 837.400879
	Iteration 24Q: 3 clusters Score -425644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -425668.656250 Penalty: 837.400879
	Iteration 25Q: 3 clusters Score -425668.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -425690.781250 Penalty: 837.400879
	Iteration 26Q: 3 clusters Score -425690.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -425708.250000 Penalty: 837.400879
	Iteration 27Q: 3 clusters Score -425708.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -425727.593750 Penalty: 837.400879
	Iteration 28Q: 3 clusters Score -425727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -425744.781250 Penalty: 837.400879
	Iteration 29Q: 3 clusters Score -425744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -425761.781250 Penalty: 837.400879
	Iteration 30Q: 3 clusters Score -425761.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -425773.937500 Penalty: 837.400879
	Iteration 31Q: 3 clusters Score -425773.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -425782.687500 Penalty: 837.400879
	Iteration 32Q: 3 clusters Score -425782.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -425789.562500 Penalty: 837.400879
	Iteration 33Q: 3 clusters Score -425789.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -425798.812500 Penalty: 837.400879
	Iteration 34Q: 3 clusters Score -425798.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -425810.125000 Penalty: 837.400879
	Iteration 35Q: 3 clusters Score -425810.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -425822.781250 Penalty: 837.400879
	Iteration 36Q: 3 clusters Score -425822.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -425833.156250 Penalty: 837.400879
	Iteration 37Q: 3 clusters Score -425833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -425840.593750 Penalty: 837.400879
	Iteration 38Q: 3 clusters Score -425840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -425845.593750 Penalty: 837.400879
	Iteration 39Q: 3 clusters Score -425845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -425850.625000 Penalty: 837.400879
	Iteration 40F: 3 clusters Score -425850.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -425858.343750 Penalty: 837.400879
	Iteration 41Q: 3 clusters Score -425858.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -425864.031250 Penalty: 837.400879
	Iteration 42Q: 3 clusters Score -425864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -425868.468750 Penalty: 837.400879
	Iteration 43Q: 3 clusters Score -425868.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -425872.531250 Penalty: 837.400879
	Iteration 44Q: 3 clusters Score -425872.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -425877.843750 Penalty: 837.400879
	Iteration 45Q: 3 clusters Score -425877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -425881.625000 Penalty: 837.400879
	Iteration 46Q: 3 clusters Score -425881.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -425885.062500 Penalty: 837.400879
	Iteration 47Q: 3 clusters Score -425885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -425889.687500 Penalty: 837.400879
	Iteration 48Q: 3 clusters Score -425889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -425891.218750 Penalty: 837.400879
	Iteration 49Q: 3 clusters Score -425891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -425893.281250 Penalty: 837.400879
	Iteration 50Q: 3 clusters Score -425893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -425895.812500 Penalty: 837.400879
	Iteration 51Q: 3 clusters Score -425895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -425899.093750 Penalty: 837.400879
	Iteration 52Q: 3 clusters Score -425899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -425900.062500 Penalty: 837.400879
	Iteration 53Q: 3 clusters Score -425900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -425900.343750 Penalty: 837.400879
	Iteration 54Q: 3 clusters Score -425900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -425900.750000 Penalty: 837.400879
	Iteration 55Q: 3 clusters Score -425900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -425900.750000 Penalty: 837.400879
	Iteration 56F: 3 clusters Score -425900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -179992.640625 Penalty: 379.987549
	Iteration 0F: 2 clusters Score -179992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -177108.468750 Penalty: 759.975098
	Iteration 0F: 3 clusters Score -177108.5 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178192.187500 Penalty: 759.975098
	Iteration 1F: 3 clusters Score -178192.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -178325.234375 Penalty: 759.975098
	Iteration 2F: 3 clusters Score -178325.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -178476.718750 Penalty: 759.975098
	Iteration 3F: 3 clusters Score -178476.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -178636.312500 Penalty: 759.975098
	Iteration 4F: 3 clusters Score -178636.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -178835.953125 Penalty: 759.975098
	Iteration 5F: 3 clusters Score -178836 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -179041.593750 Penalty: 759.975098
	Iteration 6F: 3 clusters Score -179041.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -179182.656250 Penalty: 759.975098
	Iteration 7F: 3 clusters Score -179182.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -179258.125000 Penalty: 759.975098
	Iteration 8Q: 3 clusters Score -179258.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -179292.093750 Penalty: 759.975098
	Iteration 9Q: 3 clusters Score -179292.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -179320.562500 Penalty: 759.975098
	Iteration 10Q: 3 clusters Score -179320.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -179347.390625 Penalty: 759.975098
	Iteration 11Q: 3 clusters Score -179347.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -179375.656250 Penalty: 759.975098
	Iteration 12Q: 3 clusters Score -179375.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179413.656250 Penalty: 759.975098
	Iteration 13Q: 3 clusters Score -179413.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -179453.000000 Penalty: 759.975098
	Iteration 14Q: 3 clusters Score -179453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -179490.125000 Penalty: 759.975098
	Iteration 15Q: 3 clusters Score -179490.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -179533.937500 Penalty: 759.975098
	Iteration 16Q: 3 clusters Score -179533.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179581.171875 Penalty: 759.975098
	Iteration 17Q: 3 clusters Score -179581.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -179640.281250 Penalty: 759.975098
	Iteration 18Q: 3 clusters Score -179640.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -179689.390625 Penalty: 759.975098
	Iteration 19Q: 3 clusters Score -179689.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179739.015625 Penalty: 759.975098
	Iteration 20F: 3 clusters Score -179739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179777.546875 Penalty: 759.975098
	Iteration 21Q: 3 clusters Score -179777.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179794.218750 Penalty: 759.975098
	Iteration 22Q: 3 clusters Score -179794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179805.640625 Penalty: 759.975098
	Iteration 23Q: 3 clusters Score -179805.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179815.453125 Penalty: 759.975098
	Iteration 24Q: 3 clusters Score -179815.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179826.796875 Penalty: 759.975098
	Iteration 25Q: 3 clusters Score -179826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -179834.812500 Penalty: 759.975098
	Iteration 26Q: 3 clusters Score -179834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -179838.281250 Penalty: 759.975098
	Iteration 27Q: 3 clusters Score -179838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -179839.921875 Penalty: 759.975098
	Iteration 28Q: 3 clusters Score -179839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -179840.296875 Penalty: 759.975098
	Iteration 29Q: 3 clusters Score -179840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -179841.000000 Penalty: 759.975098
	Iteration 30Q: 3 clusters Score -179841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -179840.937500 Penalty: 759.975098
	Iteration 31Q: 3 clusters Score -179840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -179841.593750 Penalty: 759.975098
	Iteration 32Q: 3 clusters Score -179841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -179842.234375 Penalty: 759.975098
	Iteration 33Q: 3 clusters Score -179842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -179842.718750 Penalty: 759.975098
	Iteration 34Q: 3 clusters Score -179842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -179844.109375 Penalty: 759.975098
	Iteration 35Q: 3 clusters Score -179844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -179845.531250 Penalty: 759.975098
	Iteration 36Q: 3 clusters Score -179845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -179848.296875 Penalty: 759.975098
	Iteration 37Q: 3 clusters Score -179848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -179849.437500 Penalty: 759.975098
	Iteration 38Q: 3 clusters Score -179849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -179851.000000 Penalty: 759.975098
	Iteration 39Q: 3 clusters Score -179851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -179852.250000 Penalty: 759.975098
	Iteration 40F: 3 clusters Score -179852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -179853.000000 Penalty: 759.975098
	Iteration 41Q: 3 clusters Score -179853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -179853.234375 Penalty: 759.975098
	Iteration 42Q: 3 clusters Score -179853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -179853.468750 Penalty: 759.975098
	Iteration 43Q: 3 clusters Score -179853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179853.312500 Penalty: 759.975098
	Iteration 44Q: 3 clusters Score -179853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -179853.500000 Penalty: 759.975098
	Iteration 45Q: 3 clusters Score -179853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -179853.500000 Penalty: 759.975098
	Iteration 46F: 3 clusters Score -179853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Entering Unmasked Estep 
Score: -1720588.000000 Penalty: 480.739899
	Iteration 0F: 2 clusters Score -1720588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1694714.125000 Penalty: 961.479797
	Iteration 0F: 3 clusters Score -1694714 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -1705673.125000 Penalty: 961.479797
	Iteration 1F: 3 clusters Score -1705673 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1706258.500000 Penalty: 961.479797
	Iteration 2Q: 3 clusters Score -1706258 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1707242.000000 Penalty: 961.479797
	Iteration 3Q: 3 clusters Score -1707242 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1709027.750000 Penalty: 961.479797
	Iteration 4F: 3 clusters Score -1709028 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1711806.875000 Penalty: 961.479797
	Iteration 5F: 3 clusters Score -1711807 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -1714572.125000 Penalty: 961.479797
	Iteration 6F: 3 clusters Score -1714572 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -1716291.750000 Penalty: 961.479797
	Iteration 7F: 3 clusters Score -1716292 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1717204.500000 Penalty: 961.479797
	Iteration 8Q: 3 clusters Score -1717204 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1717984.125000 Penalty: 961.479797
	Iteration 9Q: 3 clusters Score -1717984 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1718749.250000 Penalty: 961.479797
	Iteration 10Q: 3 clusters Score -1718749 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -1719373.750000 Penalty: 961.479797
	Iteration 11Q: 3 clusters Score -1719374 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -1719805.250000 Penalty: 961.479797
	Iteration 12Q: 3 clusters Score -1719805 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -1720084.750000 Penalty: 961.479797
	Iteration 13Q: 3 clusters Score -1720085 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1720212.625000 Penalty: 961.479797
	Iteration 14Q: 3 clusters Score -1720213 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1720272.750000 Penalty: 961.479797
	Iteration 15Q: 3 clusters Score -1720273 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -1720298.000000 Penalty: 961.479797
	Iteration 16Q: 3 clusters Score -1720298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1720303.250000 Penalty: 961.479797
	Iteration 17Q: 3 clusters Score -1720303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1720309.000000 Penalty: 961.479797
	Iteration 18Q: 3 clusters Score -1720309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1720310.875000 Penalty: 961.479797
	Iteration 19Q: 3 clusters Score -1720311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -1720316.875000 Penalty: 961.479797
	Iteration 20F: 3 clusters Score -1720317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -1720321.625000 Penalty: 961.479797
	Iteration 21Q: 3 clusters Score -1720322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1720317.875000 Penalty: 961.479797
	Iteration 22Q: 3 clusters Score -1720318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1720323.250000 Penalty: 961.479797
	Iteration 23Q: 3 clusters Score -1720323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -1720322.875000 Penalty: 961.479797
	Iteration 24Q: 3 clusters Score -1720323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -1720325.250000 Penalty: 961.479797
	Iteration 25Q: 3 clusters Score -1720325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -1720322.625000 Penalty: 961.479797
	Iteration 26Q: 3 clusters Score -1720323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -1720322.500000 Penalty: 961.479797
	Iteration 27Q: 3 clusters Score -1720322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1720321.000000 Penalty: 961.479797
	Iteration 28Q: 3 clusters Score -1720321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1720322.625000 Penalty: 961.479797
	Iteration 29Q: 3 clusters Score -1720323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -1720325.250000 Penalty: 961.479797
	Iteration 30Q: 3 clusters Score -1720325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1720325.250000 Penalty: 961.479797
	Iteration 31Q: 3 clusters Score -1720325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -1720324.500000 Penalty: 961.479797
	Iteration 32Q: 3 clusters Score -1720324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -1720324.500000 Penalty: 961.479797
	Iteration 33F: 3 clusters Score -1720324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -37504.660156 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -37504.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36754.824219 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -36754.82 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -36958.031250 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -36958.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -37036.160156 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -37036.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37105.582031 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -37105.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -37174.042969 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -37174.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -37239.160156 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -37239.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -37293.230469 Penalty: 618.205444
	Iteration 6F: 3 clusters Score -37293.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37324.546875 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -37324.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37354.031250 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -37354.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37370.347656 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -37370.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -37379.566406 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -37379.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -37383.582031 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -37383.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37383.953125 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -37383.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37383.953125 Penalty: 618.205444
	Iteration 13F: 3 clusters Score -37383.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Entering Unmasked Estep 
Score: -389520.093750 Penalty: 413.563232
	Iteration 0F: 2 clusters Score -389520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -383589.625000 Penalty: 827.126465
	Iteration 0F: 3 clusters Score -383589.6 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -385963.125000 Penalty: 827.126465
	Iteration 1F: 3 clusters Score -385963.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -386161.656250 Penalty: 827.126465
	Iteration 2F: 3 clusters Score -386161.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -386393.250000 Penalty: 827.126465
	Iteration 3F: 3 clusters Score -386393.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -386696.656250 Penalty: 827.126465
	Iteration 4F: 3 clusters Score -386696.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -387107.375000 Penalty: 827.126465
	Iteration 5F: 3 clusters Score -387107.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -387638.250000 Penalty: 827.126465
	Iteration 6F: 3 clusters Score -387638.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -388105.843750 Penalty: 827.126465
	Iteration 7F: 3 clusters Score -388105.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -388450.000000 Penalty: 827.126465
	Iteration 8Q: 3 clusters Score -388450 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -388710.875000 Penalty: 827.126465
	Iteration 9Q: 3 clusters Score -388710.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -388945.125000 Penalty: 827.126465
	Iteration 10Q: 3 clusters Score -388945.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -389075.625000 Penalty: 827.126465
	Iteration 11Q: 3 clusters Score -389075.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -389147.500000 Penalty: 827.126465
	Iteration 12Q: 3 clusters Score -389147.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -389191.468750 Penalty: 827.126465
	Iteration 13Q: 3 clusters Score -389191.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -389212.281250 Penalty: 827.126465
	Iteration 14Q: 3 clusters Score -389212.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -389220.843750 Penalty: 827.126465
	Iteration 15Q: 3 clusters Score -389220.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -389224.062500 Penalty: 827.126465
	Iteration 16Q: 3 clusters Score -389224.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -389224.937500 Penalty: 827.126465
	Iteration 17Q: 3 clusters Score -389224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -389226.437500 Penalty: 827.126465
	Iteration 18Q: 3 clusters Score -389226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -389227.343750 Penalty: 827.126465
	Iteration 19Q: 3 clusters Score -389227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -389226.781250 Penalty: 827.126465
	Iteration 20F: 3 clusters Score -389226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -389227.718750 Penalty: 827.126465
	Iteration 21Q: 3 clusters Score -389227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -389227.718750 Penalty: 827.126465
	Iteration 22F: 3 clusters Score -389227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Entering Unmasked Estep 
Score: -824136.312500 Penalty: 448.473175
	Iteration 0F: 2 clusters Score -824136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -811443.625000 Penalty: 896.946350
	Iteration 0F: 3 clusters Score -811443.6 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -816666.687500 Penalty: 896.946350
	Iteration 1F: 3 clusters Score -816666.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -817080.687500 Penalty: 896.946350
	Iteration 2Q: 3 clusters Score -817080.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -817692.000000 Penalty: 896.946350
	Iteration 3F: 3 clusters Score -817692 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -818626.437500 Penalty: 896.946350
	Iteration 4F: 3 clusters Score -818626.4 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -819806.937500 Penalty: 896.946350
	Iteration 5F: 3 clusters Score -819806.9 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -820977.312500 Penalty: 896.946350
	Iteration 6F: 3 clusters Score -820977.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -821775.062500 Penalty: 896.946350
	Iteration 7F: 3 clusters Score -821775.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -822091.187500 Penalty: 896.946350
	Iteration 8Q: 3 clusters Score -822091.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -822227.250000 Penalty: 896.946350
	Iteration 9Q: 3 clusters Score -822227.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -822322.312500 Penalty: 896.946350
	Iteration 10Q: 3 clusters Score -822322.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -822402.437500 Penalty: 896.946350
	Iteration 11Q: 3 clusters Score -822402.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -822493.062500 Penalty: 896.946350
	Iteration 12Q: 3 clusters Score -822493.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -822573.500000 Penalty: 896.946350
	Iteration 13Q: 3 clusters Score -822573.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -822648.875000 Penalty: 896.946350
	Iteration 14Q: 3 clusters Score -822648.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -822736.375000 Penalty: 896.946350
	Iteration 15Q: 3 clusters Score -822736.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -822835.687500 Penalty: 896.946350
	Iteration 16Q: 3 clusters Score -822835.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -822924.250000 Penalty: 896.946350
	Iteration 17Q: 3 clusters Score -822924.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -823004.312500 Penalty: 896.946350
	Iteration 18Q: 3 clusters Score -823004.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -823067.937500 Penalty: 896.946350
	Iteration 19Q: 3 clusters Score -823067.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -823127.250000 Penalty: 896.946350
	Iteration 20F: 3 clusters Score -823127.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -823186.562500 Penalty: 896.946350
	Iteration 21Q: 3 clusters Score -823186.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -823248.000000 Penalty: 896.946350
	Iteration 22Q: 3 clusters Score -823248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -823303.062500 Penalty: 896.946350
	Iteration 23Q: 3 clusters Score -823303.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -823359.812500 Penalty: 896.946350
	Iteration 24Q: 3 clusters Score -823359.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -823403.375000 Penalty: 896.946350
	Iteration 25Q: 3 clusters Score -823403.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -823436.812500 Penalty: 896.946350
	Iteration 26Q: 3 clusters Score -823436.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -823463.812500 Penalty: 896.946350
	Iteration 27Q: 3 clusters Score -823463.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -823480.375000 Penalty: 896.946350
	Iteration 28Q: 3 clusters Score -823480.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -823494.250000 Penalty: 896.946350
	Iteration 29Q: 3 clusters Score -823494.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -823509.375000 Penalty: 896.946350
	Iteration 30Q: 3 clusters Score -823509.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -823522.687500 Penalty: 896.946350
	Iteration 31Q: 3 clusters Score -823522.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -823539.187500 Penalty: 896.946350
	Iteration 32Q: 3 clusters Score -823539.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -823554.312500 Penalty: 896.946350
	Iteration 33Q: 3 clusters Score -823554.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -823568.375000 Penalty: 896.946350
	Iteration 34Q: 3 clusters Score -823568.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -823579.312500 Penalty: 896.946350
	Iteration 35Q: 3 clusters Score -823579.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -823591.937500 Penalty: 896.946350
	Iteration 36Q: 3 clusters Score -823591.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -823599.125000 Penalty: 896.946350
	Iteration 37Q: 3 clusters Score -823599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -823608.187500 Penalty: 896.946350
	Iteration 38Q: 3 clusters Score -823608.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -823620.125000 Penalty: 896.946350
	Iteration 39Q: 3 clusters Score -823620.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -823631.312500 Penalty: 896.946350
	Iteration 40F: 3 clusters Score -823631.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -823642.375000 Penalty: 896.946350
	Iteration 41Q: 3 clusters Score -823642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -823648.062500 Penalty: 896.946350
	Iteration 42Q: 3 clusters Score -823648.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -823654.625000 Penalty: 896.946350
	Iteration 43Q: 3 clusters Score -823654.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -823662.750000 Penalty: 896.946350
	Iteration 44Q: 3 clusters Score -823662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -823669.875000 Penalty: 896.946350
	Iteration 45Q: 3 clusters Score -823669.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -823671.687500 Penalty: 896.946350
	Iteration 46Q: 3 clusters Score -823671.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -823676.062500 Penalty: 896.946350
	Iteration 47Q: 3 clusters Score -823676.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -823680.500000 Penalty: 896.946350
	Iteration 48Q: 3 clusters Score -823680.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -823687.500000 Penalty: 896.946350
	Iteration 49Q: 3 clusters Score -823687.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -823694.125000 Penalty: 896.946350
	Iteration 50Q: 3 clusters Score -823694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -823696.875000 Penalty: 896.946350
	Iteration 51Q: 3 clusters Score -823696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -823701.875000 Penalty: 896.946350
	Iteration 52Q: 3 clusters Score -823701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -823701.687500 Penalty: 896.946350
	Iteration 53Q: 3 clusters Score -823701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -823702.562500 Penalty: 896.946350
	Iteration 54Q: 3 clusters Score -823702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -823703.875000 Penalty: 896.946350
	Iteration 55Q: 3 clusters Score -823703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -823704.187500 Penalty: 896.946350
	Iteration 56Q: 3 clusters Score -823704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -823704.812500 Penalty: 896.946350
	Iteration 57Q: 3 clusters Score -823704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -823707.437500 Penalty: 896.946350
	Iteration 58Q: 3 clusters Score -823707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -823708.750000 Penalty: 896.946350
	Iteration 59Q: 3 clusters Score -823708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -823711.187500 Penalty: 896.946350
	Iteration 60F: 3 clusters Score -823711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -823713.562500 Penalty: 896.946350
	Iteration 61Q: 3 clusters Score -823713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -823717.000000 Penalty: 896.946350
	Iteration 62Q: 3 clusters Score -823717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -823717.625000 Penalty: 896.946350
	Iteration 63Q: 3 clusters Score -823717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -823721.625000 Penalty: 896.946350
	Iteration 64Q: 3 clusters Score -823721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -823725.000000 Penalty: 896.946350
	Iteration 65Q: 3 clusters Score -823725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -823727.625000 Penalty: 896.946350
	Iteration 66Q: 3 clusters Score -823727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -823729.000000 Penalty: 896.946350
	Iteration 67Q: 3 clusters Score -823729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -823728.812500 Penalty: 896.946350
	Iteration 68Q: 3 clusters Score -823728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -823730.812500 Penalty: 896.946350
	Iteration 69Q: 3 clusters Score -823730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -823732.625000 Penalty: 896.946350
	Iteration 70Q: 3 clusters Score -823732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -823733.000000 Penalty: 896.946350
	Iteration 71Q: 3 clusters Score -823733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -823734.562500 Penalty: 896.946350
	Iteration 72Q: 3 clusters Score -823734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -823736.250000 Penalty: 896.946350
	Iteration 73Q: 3 clusters Score -823736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -823740.125000 Penalty: 896.946350
	Iteration 74Q: 3 clusters Score -823740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -823743.437500 Penalty: 896.946350
	Iteration 75Q: 3 clusters Score -823743.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -823745.125000 Penalty: 896.946350
	Iteration 76Q: 3 clusters Score -823745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -823749.750000 Penalty: 896.946350
	Iteration 77Q: 3 clusters Score -823749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -823752.437500 Penalty: 896.946350
	Iteration 78Q: 3 clusters Score -823752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -823753.937500 Penalty: 896.946350
	Iteration 79Q: 3 clusters Score -823753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -823753.250000 Penalty: 896.946350
	Iteration 80F: 3 clusters Score -823753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -823753.687500 Penalty: 896.946350
	Iteration 81Q: 3 clusters Score -823753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -823756.312500 Penalty: 896.946350
	Iteration 82Q: 3 clusters Score -823756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -823759.375000 Penalty: 896.946350
	Iteration 83Q: 3 clusters Score -823759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -823761.562500 Penalty: 896.946350
	Iteration 84Q: 3 clusters Score -823761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -823763.875000 Penalty: 896.946350
	Iteration 85Q: 3 clusters Score -823763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -823768.062500 Penalty: 896.946350
	Iteration 86Q: 3 clusters Score -823768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -823768.500000 Penalty: 896.946350
	Iteration 87Q: 3 clusters Score -823768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -823769.062500 Penalty: 896.946350
	Iteration 88Q: 3 clusters Score -823769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -823769.625000 Penalty: 896.946350
	Iteration 89Q: 3 clusters Score -823769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -823770.625000 Penalty: 896.946350
	Iteration 90Q: 3 clusters Score -823770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -823770.625000 Penalty: 896.946350
	Iteration 91F: 3 clusters Score -823770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -4847.534180 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -4847.534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4625.477051 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -4625.477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4731.269043 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -4731.269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4793.741211 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -4793.741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4816.112305 Penalty: 458.951691
	Iteration 3F: 3 clusters Score -4816.112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4822.775391 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -4822.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4826.571289 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -4826.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4831.376465 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -4831.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4833.618164 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -4833.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4833.618164 Penalty: 458.951691
	Iteration 8F: 3 clusters Score -4833.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124368 members 
Entering Unmasked Estep 
Score: -5625900.500000 Penalty: 533.760498
	Iteration 0F: 2 clusters Score -5625900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -5541547.000000 Penalty: 1067.520996
	Iteration 0F: 3 clusters Score -5541547 nChanged 61005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -5577949.000000 Penalty: 1067.520996
	Iteration 1F: 3 clusters Score -5577949 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -5579011.500000 Penalty: 1067.520996
	Iteration 2Q: 3 clusters Score -5579012 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -5580471.000000 Penalty: 1067.520996
	Iteration 3Q: 3 clusters Score -5580471 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -5582850.000000 Penalty: 1067.520996
	Iteration 4Q: 3 clusters Score -5582850 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -5586881.500000 Penalty: 1067.520996
	Iteration 5F: 3 clusters Score -5586882 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -5592672.500000 Penalty: 1067.520996
	Iteration 6F: 3 clusters Score -5592672 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -5598252.000000 Penalty: 1067.520996
	Iteration 7F: 3 clusters Score -5598252 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -5601179.500000 Penalty: 1067.520996
	Iteration 8F: 3 clusters Score -5601180 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -5602010.500000 Penalty: 1067.520996
	Iteration 9Q: 3 clusters Score -5602010 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -5602336.000000 Penalty: 1067.520996
	Iteration 10Q: 3 clusters Score -5602336 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -5602528.000000 Penalty: 1067.520996
	Iteration 11Q: 3 clusters Score -5602528 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -5602741.500000 Penalty: 1067.520996
	Iteration 12Q: 3 clusters Score -5602742 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -5602973.000000 Penalty: 1067.520996
	Iteration 13Q: 3 clusters Score -5602973 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5603350.000000 Penalty: 1067.520996
	Iteration 14Q: 3 clusters Score -5603350 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5603654.500000 Penalty: 1067.520996
	Iteration 15Q: 3 clusters Score -5603654 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5604065.000000 Penalty: 1067.520996
	Iteration 16Q: 3 clusters Score -5604065 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5604585.000000 Penalty: 1067.520996
	Iteration 17Q: 3 clusters Score -5604585 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5605184.500000 Penalty: 1067.520996
	Iteration 18Q: 3 clusters Score -5605184 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5605877.500000 Penalty: 1067.520996
	Iteration 19Q: 3 clusters Score -5605878 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5606679.000000 Penalty: 1067.520996
	Iteration 20F: 3 clusters Score -5606679 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5607587.500000 Penalty: 1067.520996
	Iteration 21Q: 3 clusters Score -5607588 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5608735.000000 Penalty: 1067.520996
	Iteration 22Q: 3 clusters Score -5608735 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5610017.000000 Penalty: 1067.520996
	Iteration 23Q: 3 clusters Score -5610017 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5611520.000000 Penalty: 1067.520996
	Iteration 24Q: 3 clusters Score -5611520 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5613173.000000 Penalty: 1067.520996
	Iteration 25Q: 3 clusters Score -5613173 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5614935.000000 Penalty: 1067.520996
	Iteration 26Q: 3 clusters Score -5614935 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111129 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5616719.500000 Penalty: 1067.520996
	Iteration 27Q: 3 clusters Score -5616720 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5618347.500000 Penalty: 1067.520996
	Iteration 28Q: 3 clusters Score -5618348 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5619809.000000 Penalty: 1067.520996
	Iteration 29Q: 3 clusters Score -5619809 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5621076.500000 Penalty: 1067.520996
	Iteration 30Q: 3 clusters Score -5621076 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5622145.000000 Penalty: 1067.520996
	Iteration 31Q: 3 clusters Score -5622145 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5623036.000000 Penalty: 1067.520996
	Iteration 32Q: 3 clusters Score -5623036 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5623705.500000 Penalty: 1067.520996
	Iteration 33Q: 3 clusters Score -5623706 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5624235.000000 Penalty: 1067.520996
	Iteration 34Q: 3 clusters Score -5624235 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5624637.000000 Penalty: 1067.520996
	Iteration 35Q: 3 clusters Score -5624637 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5624932.000000 Penalty: 1067.520996
	Iteration 36Q: 3 clusters Score -5624932 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5625166.500000 Penalty: 1067.520996
	Iteration 37Q: 3 clusters Score -5625166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5625299.000000 Penalty: 1067.520996
	Iteration 38Q: 3 clusters Score -5625299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5625370.500000 Penalty: 1067.520996
	Iteration 39Q: 3 clusters Score -5625370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5625397.000000 Penalty: 1067.520996
	Iteration 40F: 3 clusters Score -5625397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5625402.000000 Penalty: 1067.520996
	Iteration 41Q: 3 clusters Score -5625402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5625408.000000 Penalty: 1067.520996
	Iteration 42Q: 3 clusters Score -5625408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124287 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5625409.500000 Penalty: 1067.520996
	Iteration 43Q: 3 clusters Score -5625410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5625409.500000 Penalty: 1067.520996
	Iteration 44Q: 3 clusters Score -5625410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124287 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5625412.000000 Penalty: 1067.520996
	Iteration 45Q: 3 clusters Score -5625412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5625410.500000 Penalty: 1067.520996
	Iteration 46Q: 3 clusters Score -5625410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5625412.500000 Penalty: 1067.520996
	Iteration 47Q: 3 clusters Score -5625412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124287 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5625415.000000 Penalty: 1067.520996
	Iteration 48Q: 3 clusters Score -5625415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5625425.000000 Penalty: 1067.520996
	Iteration 49Q: 3 clusters Score -5625425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124290 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5625423.000000 Penalty: 1067.520996
	Iteration 50Q: 3 clusters Score -5625423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124291 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5625430.500000 Penalty: 1067.520996
	Iteration 51Q: 3 clusters Score -5625430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5625435.000000 Penalty: 1067.520996
	Iteration 52Q: 3 clusters Score -5625435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124295 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5625438.000000 Penalty: 1067.520996
	Iteration 53Q: 3 clusters Score -5625438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5625439.500000 Penalty: 1067.520996
	Iteration 54Q: 3 clusters Score -5625440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124298 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5625441.000000 Penalty: 1067.520996
	Iteration 55Q: 3 clusters Score -5625441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5625443.500000 Penalty: 1067.520996
	Iteration 56Q: 3 clusters Score -5625444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124300 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5625446.500000 Penalty: 1067.520996
	Iteration 57Q: 3 clusters Score -5625446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5625443.000000 Penalty: 1067.520996
	Iteration 58Q: 3 clusters Score -5625443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124300 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5625444.500000 Penalty: 1067.520996
	Iteration 59Q: 3 clusters Score -5625444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124300 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5625444.500000 Penalty: 1067.520996
	Iteration 60F: 3 clusters Score -5625444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Entering Unmasked Estep 
Score: -1448908.125000 Penalty: 473.070160
	Iteration 0F: 2 clusters Score -1448908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1426775.625000 Penalty: 946.140320
	Iteration 0F: 3 clusters Score -1426776 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1436258.625000 Penalty: 946.140320
	Iteration 1F: 3 clusters Score -1436259 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1436706.000000 Penalty: 946.140320
	Iteration 2Q: 3 clusters Score -1436706 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1437152.875000 Penalty: 946.140320
	Iteration 3Q: 3 clusters Score -1437153 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1437614.125000 Penalty: 946.140320
	Iteration 4Q: 3 clusters Score -1437614 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1438165.625000 Penalty: 946.140320
	Iteration 5Q: 3 clusters Score -1438166 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1438921.250000 Penalty: 946.140320
	Iteration 6Q: 3 clusters Score -1438921 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1439970.250000 Penalty: 946.140320
	Iteration 7F: 3 clusters Score -1439970 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -1441509.500000 Penalty: 946.140320
	Iteration 8F: 3 clusters Score -1441510 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -1443465.875000 Penalty: 946.140320
	Iteration 9F: 3 clusters Score -1443466 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -1445603.375000 Penalty: 946.140320
	Iteration 10F: 3 clusters Score -1445603 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -1447212.875000 Penalty: 946.140320
	Iteration 11Q: 3 clusters Score -1447213 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -1448061.375000 Penalty: 946.140320
	Iteration 12Q: 3 clusters Score -1448061 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -1448347.625000 Penalty: 946.140320
	Iteration 13Q: 3 clusters Score -1448348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -1448440.125000 Penalty: 946.140320
	Iteration 14Q: 3 clusters Score -1448440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -1448477.000000 Penalty: 946.140320
	Iteration 15Q: 3 clusters Score -1448477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -1448490.500000 Penalty: 946.140320
	Iteration 16Q: 3 clusters Score -1448490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -1448497.250000 Penalty: 946.140320
	Iteration 17Q: 3 clusters Score -1448497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -1448508.000000 Penalty: 946.140320
	Iteration 18Q: 3 clusters Score -1448508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -1448509.375000 Penalty: 946.140320
	Iteration 19Q: 3 clusters Score -1448509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -1448509.375000 Penalty: 946.140320
	Iteration 20F: 3 clusters Score -1448509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -105622.796875 Penalty: 356.572784
	Iteration 0F: 2 clusters Score -105622.8 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 1264 members 
Entering Unmasked Estep 
Score: -103831.585938 Penalty: 713.145569
	Iteration 0F: 3 clusters Score -103831.6 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -104509.164062 Penalty: 713.145569
	Iteration 1F: 3 clusters Score -104509.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -104672.351562 Penalty: 713.145569
	Iteration 2F: 3 clusters Score -104672.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -104840.593750 Penalty: 713.145569
	Iteration 3F: 3 clusters Score -104840.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104997.054688 Penalty: 713.145569
	Iteration 4F: 3 clusters Score -104997.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -105091.601562 Penalty: 713.145569
	Iteration 5F: 3 clusters Score -105091.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -105141.757812 Penalty: 713.145569
	Iteration 6Q: 3 clusters Score -105141.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -105189.726562 Penalty: 713.145569
	Iteration 7Q: 3 clusters Score -105189.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105221.085938 Penalty: 713.145569
	Iteration 8Q: 3 clusters Score -105221.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105243.398438 Penalty: 713.145569
	Iteration 9Q: 3 clusters Score -105243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105271.070312 Penalty: 713.145569
	Iteration 10Q: 3 clusters Score -105271.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105295.500000 Penalty: 713.145569
	Iteration 11Q: 3 clusters Score -105295.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105313.015625 Penalty: 713.145569
	Iteration 12Q: 3 clusters Score -105313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105332.640625 Penalty: 713.145569
	Iteration 13Q: 3 clusters Score -105332.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105352.828125 Penalty: 713.145569
	Iteration 14Q: 3 clusters Score -105352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105365.453125 Penalty: 713.145569
	Iteration 15Q: 3 clusters Score -105365.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105372.750000 Penalty: 713.145569
	Iteration 16Q: 3 clusters Score -105372.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105376.695312 Penalty: 713.145569
	Iteration 17Q: 3 clusters Score -105376.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105381.492188 Penalty: 713.145569
	Iteration 18Q: 3 clusters Score -105381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105385.859375 Penalty: 713.145569
	Iteration 19Q: 3 clusters Score -105385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105387.921875 Penalty: 713.145569
	Iteration 20F: 3 clusters Score -105387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105391.078125 Penalty: 713.145569
	Iteration 21Q: 3 clusters Score -105391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105393.867188 Penalty: 713.145569
	Iteration 22Q: 3 clusters Score -105393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105397.804688 Penalty: 713.145569
	Iteration 23Q: 3 clusters Score -105397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105402.023438 Penalty: 713.145569
	Iteration 24Q: 3 clusters Score -105402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105408.304688 Penalty: 713.145569
	Iteration 25Q: 3 clusters Score -105408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105411.757812 Penalty: 713.145569
	Iteration 26Q: 3 clusters Score -105411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105411.992188 Penalty: 713.145569
	Iteration 27Q: 3 clusters Score -105412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105411.992188 Penalty: 713.145569
	Iteration 28F: 3 clusters Score -105412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -1626.700684 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -1626.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1473.385498 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -1473.385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1518.787354 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -1518.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1528.121948 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -1528.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1548.016479 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -1548.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1548.016479 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -1548.016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (319002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319002 members 
Entering Unmasked Estep 
Score: -14214374.000000 Penalty: 576.619324
	Iteration 0F: 2 clusters Score -1.421437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -14005512.000000 Penalty: 1153.238647
	Iteration 0F: 3 clusters Score -1.400551e+07 nChanged 157675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150400 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -14102989.000000 Penalty: 1153.238647
	Iteration 1F: 3 clusters Score -1.410299e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -14107272.000000 Penalty: 1153.238647
	Iteration 2Q: 3 clusters Score -1.410727e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 182219 members 
Entering Unmasked Estep 
Score: -14113281.000000 Penalty: 1153.238647
	Iteration 3Q: 3 clusters Score -1.411328e+07 nChanged 18205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -14123181.000000 Penalty: 1153.238647
	Iteration 4F: 3 clusters Score -1.412318e+07 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 209458 members 
Entering Unmasked Estep 
Score: -14137739.000000 Penalty: 1153.238647
	Iteration 5F: 3 clusters Score -1.413774e+07 nChanged 23125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 227979 members 
Entering Unmasked Estep 
Score: -14156888.000000 Penalty: 1153.238647
	Iteration 6F: 3 clusters Score -1.415689e+07 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 245052 members 
Entering Unmasked Estep 
Score: -14178908.000000 Penalty: 1153.238647
	Iteration 7F: 3 clusters Score -1.417891e+07 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -14197371.000000 Penalty: 1153.238647
	Iteration 8F: 3 clusters Score -1.419737e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 259471 members 
Entering Unmasked Estep 
Score: -14207573.000000 Penalty: 1153.238647
	Iteration 9Q: 3 clusters Score -1.420757e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 260616 members 
Entering Unmasked Estep 
Score: -14212066.000000 Penalty: 1153.238647
	Iteration 10Q: 3 clusters Score -1.421207e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 260873 members 
Entering Unmasked Estep 
Score: -14214178.000000 Penalty: 1153.238647
	Iteration 11Q: 3 clusters Score -1.421418e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 260860 members 
Entering Unmasked Estep 
Score: -14215120.000000 Penalty: 1153.238647
	Iteration 12Q: 3 clusters Score -1.421512e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 260787 members 
Entering Unmasked Estep 
Score: -14215712.000000 Penalty: 1153.238647
	Iteration 13Q: 3 clusters Score -1.421571e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 260657 members 
Entering Unmasked Estep 
Score: -14216004.000000 Penalty: 1153.238647
	Iteration 14Q: 3 clusters Score -1.4216e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 260552 members 
Entering Unmasked Estep 
Score: -14216244.000000 Penalty: 1153.238647
	Iteration 15Q: 3 clusters Score -1.421624e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 260470 members 
Entering Unmasked Estep 
Score: -14216484.000000 Penalty: 1153.238647
	Iteration 16Q: 3 clusters Score -1.421648e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 260334 members 
Entering Unmasked Estep 
Score: -14216669.000000 Penalty: 1153.238647
	Iteration 17Q: 3 clusters Score -1.421667e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 260224 members 
Entering Unmasked Estep 
Score: -14216792.000000 Penalty: 1153.238647
	Iteration 18Q: 3 clusters Score -1.421679e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 260125 members 
Entering Unmasked Estep 
Score: -14216923.000000 Penalty: 1153.238647
	Iteration 19Q: 3 clusters Score -1.421692e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 260086 members 
Entering Unmasked Estep 
Score: -14217017.000000 Penalty: 1153.238647
	Iteration 20F: 3 clusters Score -1.421702e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 260041 members 
Entering Unmasked Estep 
Score: -14217015.000000 Penalty: 1153.238647
	Iteration 21Q: 3 clusters Score -1.421702e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 260039 members 
Entering Unmasked Estep 
Score: -14217010.000000 Penalty: 1153.238647
	Iteration 22Q: 3 clusters Score -1.421701e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 260017 members 
Entering Unmasked Estep 
Score: -14217033.000000 Penalty: 1153.238647
	Iteration 23Q: 3 clusters Score -1.421703e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 260010 members 
Entering Unmasked Estep 
Score: -14217044.000000 Penalty: 1153.238647
	Iteration 24Q: 3 clusters Score -1.421704e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 260012 members 
Entering Unmasked Estep 
Score: -14217053.000000 Penalty: 1153.238647
	Iteration 25Q: 3 clusters Score -1.421705e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 260006 members 
Entering Unmasked Estep 
Score: -14217071.000000 Penalty: 1153.238647
	Iteration 26Q: 3 clusters Score -1.421707e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 259989 members 
Entering Unmasked Estep 
Score: -14217093.000000 Penalty: 1153.238647
	Iteration 27Q: 3 clusters Score -1.421709e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 259931 members 
Entering Unmasked Estep 
Score: -14217140.000000 Penalty: 1153.238647
	Iteration 28Q: 3 clusters Score -1.421714e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 259876 members 
Entering Unmasked Estep 
Score: -14217175.000000 Penalty: 1153.238647
	Iteration 29Q: 3 clusters Score -1.421718e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 259826 members 
Entering Unmasked Estep 
Score: -14217150.000000 Penalty: 1153.238647
	Iteration 30Q: 3 clusters Score -1.421715e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 259757 members 
Entering Unmasked Estep 
Score: -14217177.000000 Penalty: 1153.238647
	Iteration 31Q: 3 clusters Score -1.421718e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 259679 members 
Entering Unmasked Estep 
Score: -14217155.000000 Penalty: 1153.238647
	Iteration 32Q: 3 clusters Score -1.421716e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 259599 members 
Entering Unmasked Estep 
Score: -14217145.000000 Penalty: 1153.238647
	Iteration 33Q: 3 clusters Score -1.421714e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 259532 members 
Entering Unmasked Estep 
Score: -14217147.000000 Penalty: 1153.238647
	Iteration 34Q: 3 clusters Score -1.421715e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 259467 members 
Entering Unmasked Estep 
Score: -14217183.000000 Penalty: 1153.238647
	Iteration 35Q: 3 clusters Score -1.421718e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 259405 members 
Entering Unmasked Estep 
Score: -14217214.000000 Penalty: 1153.238647
	Iteration 36Q: 3 clusters Score -1.421721e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 259337 members 
Entering Unmasked Estep 
Score: -14217194.000000 Penalty: 1153.238647
	Iteration 37Q: 3 clusters Score -1.421719e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 259265 members 
Entering Unmasked Estep 
Score: -14217188.000000 Penalty: 1153.238647
	Iteration 38Q: 3 clusters Score -1.421719e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 259174 members 
Entering Unmasked Estep 
Score: -14217181.000000 Penalty: 1153.238647
	Iteration 39Q: 3 clusters Score -1.421718e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 259076 members 
Entering Unmasked Estep 
Score: -14217143.000000 Penalty: 1153.238647
	Iteration 40F: 3 clusters Score -1.421714e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 258984 members 
Entering Unmasked Estep 
Score: -14217120.000000 Penalty: 1153.238647
	Iteration 41Q: 3 clusters Score -1.421712e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 258890 members 
Entering Unmasked Estep 
Score: -14217111.000000 Penalty: 1153.238647
	Iteration 42Q: 3 clusters Score -1.421711e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 258791 members 
Entering Unmasked Estep 
Score: -14217121.000000 Penalty: 1153.238647
	Iteration 43Q: 3 clusters Score -1.421712e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 258688 members 
Entering Unmasked Estep 
Score: -14217156.000000 Penalty: 1153.238647
	Iteration 44Q: 3 clusters Score -1.421716e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 258573 members 
Entering Unmasked Estep 
Score: -14217137.000000 Penalty: 1153.238647
	Iteration 45Q: 3 clusters Score -1.421714e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -14217120.000000 Penalty: 1153.238647
	Iteration 46Q: 3 clusters Score -1.421712e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 258344 members 
Entering Unmasked Estep 
Score: -14217170.000000 Penalty: 1153.238647
	Iteration 47Q: 3 clusters Score -1.421717e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 258220 members 
Entering Unmasked Estep 
Score: -14217151.000000 Penalty: 1153.238647
	Iteration 48Q: 3 clusters Score -1.421715e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 258074 members 
Entering Unmasked Estep 
Score: -14217170.000000 Penalty: 1153.238647
	Iteration 49Q: 3 clusters Score -1.421717e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 257951 members 
Entering Unmasked Estep 
Score: -14217189.000000 Penalty: 1153.238647
	Iteration 50Q: 3 clusters Score -1.421719e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 257794 members 
Entering Unmasked Estep 
Score: -14217187.000000 Penalty: 1153.238647
	Iteration 51Q: 3 clusters Score -1.421719e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 257625 members 
Entering Unmasked Estep 
Score: -14217160.000000 Penalty: 1153.238647
	Iteration 52Q: 3 clusters Score -1.421716e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 257443 members 
Entering Unmasked Estep 
Score: -14217154.000000 Penalty: 1153.238647
	Iteration 53Q: 3 clusters Score -1.421715e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 257283 members 
Entering Unmasked Estep 
Score: -14217130.000000 Penalty: 1153.238647
	Iteration 54Q: 3 clusters Score -1.421713e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 257097 members 
Entering Unmasked Estep 
Score: -14217137.000000 Penalty: 1153.238647
	Iteration 55Q: 3 clusters Score -1.421714e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 256908 members 
Entering Unmasked Estep 
Score: -14217127.000000 Penalty: 1153.238647
	Iteration 56Q: 3 clusters Score -1.421713e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 256689 members 
Entering Unmasked Estep 
Score: -14217130.000000 Penalty: 1153.238647
	Iteration 57Q: 3 clusters Score -1.421713e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 256461 members 
Entering Unmasked Estep 
Score: -14217134.000000 Penalty: 1153.238647
	Iteration 58Q: 3 clusters Score -1.421713e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 256253 members 
Entering Unmasked Estep 
Score: -14217124.000000 Penalty: 1153.238647
	Iteration 59Q: 3 clusters Score -1.421712e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 256052 members 
Entering Unmasked Estep 
Score: -14217119.000000 Penalty: 1153.238647
	Iteration 60F: 3 clusters Score -1.421712e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 255831 members 
Entering Unmasked Estep 
Score: -14217066.000000 Penalty: 1153.238647
	Iteration 61Q: 3 clusters Score -1.421707e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 255640 members 
Entering Unmasked Estep 
Score: -14217076.000000 Penalty: 1153.238647
	Iteration 62Q: 3 clusters Score -1.421708e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 255486 members 
Entering Unmasked Estep 
Score: -14217087.000000 Penalty: 1153.238647
	Iteration 63Q: 3 clusters Score -1.421709e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 255352 members 
Entering Unmasked Estep 
Score: -14217053.000000 Penalty: 1153.238647
	Iteration 64Q: 3 clusters Score -1.421705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 255217 members 
Entering Unmasked Estep 
Score: -14217060.000000 Penalty: 1153.238647
	Iteration 65Q: 3 clusters Score -1.421706e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 255095 members 
Entering Unmasked Estep 
Score: -14217058.000000 Penalty: 1153.238647
	Iteration 66Q: 3 clusters Score -1.421706e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 254945 members 
Entering Unmasked Estep 
Score: -14217056.000000 Penalty: 1153.238647
	Iteration 67Q: 3 clusters Score -1.421706e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 254791 members 
Entering Unmasked Estep 
Score: -14217050.000000 Penalty: 1153.238647
	Iteration 68Q: 3 clusters Score -1.421705e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 254647 members 
Entering Unmasked Estep 
Score: -14217017.000000 Penalty: 1153.238647
	Iteration 69Q: 3 clusters Score -1.421702e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 254523 members 
Entering Unmasked Estep 
Score: -14217029.000000 Penalty: 1153.238647
	Iteration 70Q: 3 clusters Score -1.421703e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 254396 members 
Entering Unmasked Estep 
Score: -14217025.000000 Penalty: 1153.238647
	Iteration 71Q: 3 clusters Score -1.421702e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 254277 members 
Entering Unmasked Estep 
Score: -14217062.000000 Penalty: 1153.238647
	Iteration 72Q: 3 clusters Score -1.421706e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 254161 members 
Entering Unmasked Estep 
Score: -14217062.000000 Penalty: 1153.238647
	Iteration 73Q: 3 clusters Score -1.421706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 254034 members 
Entering Unmasked Estep 
Score: -14217068.000000 Penalty: 1153.238647
	Iteration 74Q: 3 clusters Score -1.421707e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 253880 members 
Entering Unmasked Estep 
Score: -14217049.000000 Penalty: 1153.238647
	Iteration 75Q: 3 clusters Score -1.421705e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 253744 members 
Entering Unmasked Estep 
Score: -14217044.000000 Penalty: 1153.238647
	Iteration 76Q: 3 clusters Score -1.421704e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 253614 members 
Entering Unmasked Estep 
Score: -14217020.000000 Penalty: 1153.238647
	Iteration 77Q: 3 clusters Score -1.421702e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 253483 members 
Entering Unmasked Estep 
Score: -14216995.000000 Penalty: 1153.238647
	Iteration 78Q: 3 clusters Score -1.4217e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 253350 members 
Entering Unmasked Estep 
Score: -14216981.000000 Penalty: 1153.238647
	Iteration 79Q: 3 clusters Score -1.421698e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -14216971.000000 Penalty: 1153.238647
	Iteration 80F: 3 clusters Score -1.421697e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 253107 members 
Entering Unmasked Estep 
Score: -14216942.000000 Penalty: 1153.238647
	Iteration 81Q: 3 clusters Score -1.421694e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 252990 members 
Entering Unmasked Estep 
Score: -14216938.000000 Penalty: 1153.238647
	Iteration 82Q: 3 clusters Score -1.421694e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 252874 members 
Entering Unmasked Estep 
Score: -14216903.000000 Penalty: 1153.238647
	Iteration 83Q: 3 clusters Score -1.42169e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 252764 members 
Entering Unmasked Estep 
Score: -14216893.000000 Penalty: 1153.238647
	Iteration 84Q: 3 clusters Score -1.421689e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 252652 members 
Entering Unmasked Estep 
Score: -14216894.000000 Penalty: 1153.238647
	Iteration 85Q: 3 clusters Score -1.421689e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 252541 members 
Entering Unmasked Estep 
Score: -14216898.000000 Penalty: 1153.238647
	Iteration 86Q: 3 clusters Score -1.42169e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 252432 members 
Entering Unmasked Estep 
Score: -14216880.000000 Penalty: 1153.238647
	Iteration 87Q: 3 clusters Score -1.421688e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 252291 members 
Entering Unmasked Estep 
Score: -14216872.000000 Penalty: 1153.238647
	Iteration 88Q: 3 clusters Score -1.421687e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 252141 members 
Entering Unmasked Estep 
Score: -14216854.000000 Penalty: 1153.238647
	Iteration 89Q: 3 clusters Score -1.421685e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 252008 members 
Entering Unmasked Estep 
Score: -14216824.000000 Penalty: 1153.238647
	Iteration 90Q: 3 clusters Score -1.421682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 251887 members 
Entering Unmasked Estep 
Score: -14216803.000000 Penalty: 1153.238647
	Iteration 91Q: 3 clusters Score -1.42168e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 251742 members 
Entering Unmasked Estep 
Score: -14216801.000000 Penalty: 1153.238647
	Iteration 92Q: 3 clusters Score -1.42168e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 251549 members 
Entering Unmasked Estep 
Score: -14216770.000000 Penalty: 1153.238647
	Iteration 93Q: 3 clusters Score -1.421677e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 251410 members 
Entering Unmasked Estep 
Score: -14216758.000000 Penalty: 1153.238647
	Iteration 94Q: 3 clusters Score -1.421676e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 251283 members 
Entering Unmasked Estep 
Score: -14216754.000000 Penalty: 1153.238647
	Iteration 95Q: 3 clusters Score -1.421675e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 251105 members 
Entering Unmasked Estep 
Score: -14216759.000000 Penalty: 1153.238647
	Iteration 96Q: 3 clusters Score -1.421676e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 250882 members 
Entering Unmasked Estep 
Score: -14216773.000000 Penalty: 1153.238647
	Iteration 97Q: 3 clusters Score -1.421677e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 250676 members 
Entering Unmasked Estep 
Score: -14216722.000000 Penalty: 1153.238647
	Iteration 98Q: 3 clusters Score -1.421672e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 250473 members 
Entering Unmasked Estep 
Score: -14216714.000000 Penalty: 1153.238647
	Iteration 99Q: 3 clusters Score -1.421671e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 250229 members 
Entering Unmasked Estep 
Score: -14216720.000000 Penalty: 1153.238647
	Iteration 100F: 3 clusters Score -1.421672e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 250015 members 
Entering Unmasked Estep 
Score: -14216682.000000 Penalty: 1153.238647
	Iteration 101Q: 3 clusters Score -1.421668e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 249814 members 
Entering Unmasked Estep 
Score: -14216681.000000 Penalty: 1153.238647
	Iteration 102Q: 3 clusters Score -1.421668e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 249608 members 
Entering Unmasked Estep 
Score: -14216669.000000 Penalty: 1153.238647
	Iteration 103Q: 3 clusters Score -1.421667e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 249349 members 
Entering Unmasked Estep 
Score: -14216641.000000 Penalty: 1153.238647
	Iteration 104Q: 3 clusters Score -1.421664e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 249100 members 
Entering Unmasked Estep 
Score: -14216626.000000 Penalty: 1153.238647
	Iteration 105Q: 3 clusters Score -1.421663e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 248823 members 
Entering Unmasked Estep 
Score: -14216613.000000 Penalty: 1153.238647
	Iteration 106Q: 3 clusters Score -1.421661e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 248546 members 
Entering Unmasked Estep 
Score: -14216624.000000 Penalty: 1153.238647
	Iteration 107Q: 3 clusters Score -1.421662e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 248205 members 
Entering Unmasked Estep 
Score: -14216613.000000 Penalty: 1153.238647
	Iteration 108Q: 3 clusters Score -1.421661e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 247883 members 
Entering Unmasked Estep 
Score: -14216588.000000 Penalty: 1153.238647
	Iteration 109Q: 3 clusters Score -1.421659e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 247496 members 
Entering Unmasked Estep 
Score: -14216562.000000 Penalty: 1153.238647
	Iteration 110Q: 3 clusters Score -1.421656e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 247129 members 
Entering Unmasked Estep 
Score: -14216560.000000 Penalty: 1153.238647
	Iteration 111Q: 3 clusters Score -1.421656e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 246776 members 
Entering Unmasked Estep 
Score: -14216553.000000 Penalty: 1153.238647
	Iteration 112Q: 3 clusters Score -1.421655e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 246349 members 
Entering Unmasked Estep 
Score: -14216574.000000 Penalty: 1153.238647
	Iteration 113Q: 3 clusters Score -1.421657e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 245945 members 
Entering Unmasked Estep 
Score: -14216575.000000 Penalty: 1153.238647
	Iteration 114Q: 3 clusters Score -1.421658e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 245559 members 
Entering Unmasked Estep 
Score: -14216619.000000 Penalty: 1153.238647
	Iteration 115Q: 3 clusters Score -1.421662e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 245148 members 
Entering Unmasked Estep 
Score: -14216622.000000 Penalty: 1153.238647
	Iteration 116Q: 3 clusters Score -1.421662e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 244734 members 
Entering Unmasked Estep 
Score: -14216642.000000 Penalty: 1153.238647
	Iteration 117Q: 3 clusters Score -1.421664e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 244328 members 
Entering Unmasked Estep 
Score: -14216647.000000 Penalty: 1153.238647
	Iteration 118Q: 3 clusters Score -1.421665e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 243946 members 
Entering Unmasked Estep 
Score: -14216625.000000 Penalty: 1153.238647
	Iteration 119Q: 3 clusters Score -1.421662e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 243550 members 
Entering Unmasked Estep 
Score: -14216592.000000 Penalty: 1153.238647
	Iteration 120F: 3 clusters Score -1.421659e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 243159 members 
Entering Unmasked Estep 
Score: -14216550.000000 Penalty: 1153.238647
	Iteration 121Q: 3 clusters Score -1.421655e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 242742 members 
Entering Unmasked Estep 
Score: -14216558.000000 Penalty: 1153.238647
	Iteration 122Q: 3 clusters Score -1.421656e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 242332 members 
Entering Unmasked Estep 
Score: -14216555.000000 Penalty: 1153.238647
	Iteration 123Q: 3 clusters Score -1.421656e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 241947 members 
Entering Unmasked Estep 
Score: -14216570.000000 Penalty: 1153.238647
	Iteration 124Q: 3 clusters Score -1.421657e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 241587 members 
Entering Unmasked Estep 
Score: -14216541.000000 Penalty: 1153.238647
	Iteration 125Q: 3 clusters Score -1.421654e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 241271 members 
Entering Unmasked Estep 
Score: -14216511.000000 Penalty: 1153.238647
	Iteration 126Q: 3 clusters Score -1.421651e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 240967 members 
Entering Unmasked Estep 
Score: -14216526.000000 Penalty: 1153.238647
	Iteration 127Q: 3 clusters Score -1.421653e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -14216536.000000 Penalty: 1153.238647
	Iteration 128Q: 3 clusters Score -1.421654e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 240265 members 
Entering Unmasked Estep 
Score: -14216504.000000 Penalty: 1153.238647
	Iteration 129Q: 3 clusters Score -1.42165e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 239893 members 
Entering Unmasked Estep 
Score: -14216483.000000 Penalty: 1153.238647
	Iteration 130Q: 3 clusters Score -1.421648e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 239561 members 
Entering Unmasked Estep 
Score: -14216484.000000 Penalty: 1153.238647
	Iteration 131Q: 3 clusters Score -1.421648e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 239229 members 
Entering Unmasked Estep 
Score: -14216516.000000 Penalty: 1153.238647
	Iteration 132Q: 3 clusters Score -1.421652e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 238886 members 
Entering Unmasked Estep 
Score: -14216529.000000 Penalty: 1153.238647
	Iteration 133Q: 3 clusters Score -1.421653e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 238512 members 
Entering Unmasked Estep 
Score: -14216500.000000 Penalty: 1153.238647
	Iteration 134Q: 3 clusters Score -1.42165e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 238177 members 
Entering Unmasked Estep 
Score: -14216456.000000 Penalty: 1153.238647
	Iteration 135Q: 3 clusters Score -1.421646e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 237855 members 
Entering Unmasked Estep 
Score: -14216461.000000 Penalty: 1153.238647
	Iteration 136Q: 3 clusters Score -1.421646e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 237542 members 
Entering Unmasked Estep 
Score: -14216473.000000 Penalty: 1153.238647
	Iteration 137Q: 3 clusters Score -1.421647e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 237252 members 
Entering Unmasked Estep 
Score: -14216455.000000 Penalty: 1153.238647
	Iteration 138Q: 3 clusters Score -1.421646e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 236955 members 
Entering Unmasked Estep 
Score: -14216426.000000 Penalty: 1153.238647
	Iteration 139Q: 3 clusters Score -1.421643e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 236618 members 
Entering Unmasked Estep 
Score: -14216414.000000 Penalty: 1153.238647
	Iteration 140F: 3 clusters Score -1.421641e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 236279 members 
Entering Unmasked Estep 
Score: -14216400.000000 Penalty: 1153.238647
	Iteration 141Q: 3 clusters Score -1.42164e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 235925 members 
Entering Unmasked Estep 
Score: -14216417.000000 Penalty: 1153.238647
	Iteration 142Q: 3 clusters Score -1.421642e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 235565 members 
Entering Unmasked Estep 
Score: -14216386.000000 Penalty: 1153.238647
	Iteration 143Q: 3 clusters Score -1.421639e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 235264 members 
Entering Unmasked Estep 
Score: -14216359.000000 Penalty: 1153.238647
	Iteration 144Q: 3 clusters Score -1.421636e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 234998 members 
Entering Unmasked Estep 
Score: -14216363.000000 Penalty: 1153.238647
	Iteration 145Q: 3 clusters Score -1.421636e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 234695 members 
Entering Unmasked Estep 
Score: -14216313.000000 Penalty: 1153.238647
	Iteration 146Q: 3 clusters Score -1.421631e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 234406 members 
Entering Unmasked Estep 
Score: -14216300.000000 Penalty: 1153.238647
	Iteration 147Q: 3 clusters Score -1.42163e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 234155 members 
Entering Unmasked Estep 
Score: -14216301.000000 Penalty: 1153.238647
	Iteration 148Q: 3 clusters Score -1.42163e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 233931 members 
Entering Unmasked Estep 
Score: -14216285.000000 Penalty: 1153.238647
	Iteration 149Q: 3 clusters Score -1.421628e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 233711 members 
Entering Unmasked Estep 
Score: -14216259.000000 Penalty: 1153.238647
	Iteration 150Q: 3 clusters Score -1.421626e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 233420 members 
Entering Unmasked Estep 
Score: -14216242.000000 Penalty: 1153.238647
	Iteration 151Q: 3 clusters Score -1.421624e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 233136 members 
Entering Unmasked Estep 
Score: -14216217.000000 Penalty: 1153.238647
	Iteration 152Q: 3 clusters Score -1.421622e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 232918 members 
Entering Unmasked Estep 
Score: -14216250.000000 Penalty: 1153.238647
	Iteration 153Q: 3 clusters Score -1.421625e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 232712 members 
Entering Unmasked Estep 
Score: -14216239.000000 Penalty: 1153.238647
	Iteration 154Q: 3 clusters Score -1.421624e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 232504 members 
Entering Unmasked Estep 
Score: -14216228.000000 Penalty: 1153.238647
	Iteration 155Q: 3 clusters Score -1.421623e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 232282 members 
Entering Unmasked Estep 
Score: -14216199.000000 Penalty: 1153.238647
	Iteration 156Q: 3 clusters Score -1.42162e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -14216225.000000 Penalty: 1153.238647
	Iteration 157Q: 3 clusters Score -1.421622e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 231852 members 
Entering Unmasked Estep 
Score: -14216189.000000 Penalty: 1153.238647
	Iteration 158Q: 3 clusters Score -1.421619e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 231646 members 
Entering Unmasked Estep 
Score: -14216150.000000 Penalty: 1153.238647
	Iteration 159Q: 3 clusters Score -1.421615e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -14216166.000000 Penalty: 1153.238647
	Iteration 160F: 3 clusters Score -1.421617e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 231213 members 
Entering Unmasked Estep 
Score: -14216193.000000 Penalty: 1153.238647
	Iteration 161Q: 3 clusters Score -1.421619e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 230923 members 
Entering Unmasked Estep 
Score: -14216206.000000 Penalty: 1153.238647
	Iteration 162Q: 3 clusters Score -1.421621e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 230694 members 
Entering Unmasked Estep 
Score: -14216186.000000 Penalty: 1153.238647
	Iteration 163Q: 3 clusters Score -1.421619e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 230459 members 
Entering Unmasked Estep 
Score: -14216215.000000 Penalty: 1153.238647
	Iteration 164Q: 3 clusters Score -1.421622e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 230209 members 
Entering Unmasked Estep 
Score: -14216198.000000 Penalty: 1153.238647
	Iteration 165Q: 3 clusters Score -1.42162e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 229951 members 
Entering Unmasked Estep 
Score: -14216196.000000 Penalty: 1153.238647
	Iteration 166Q: 3 clusters Score -1.42162e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 229709 members 
Entering Unmasked Estep 
Score: -14216158.000000 Penalty: 1153.238647
	Iteration 167Q: 3 clusters Score -1.421616e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 229499 members 
Entering Unmasked Estep 
Score: -14216174.000000 Penalty: 1153.238647
	Iteration 168Q: 3 clusters Score -1.421617e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 229276 members 
Entering Unmasked Estep 
Score: -14216197.000000 Penalty: 1153.238647
	Iteration 169Q: 3 clusters Score -1.42162e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 229039 members 
Entering Unmasked Estep 
Score: -14216157.000000 Penalty: 1153.238647
	Iteration 170Q: 3 clusters Score -1.421616e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 228802 members 
Entering Unmasked Estep 
Score: -14216172.000000 Penalty: 1153.238647
	Iteration 171Q: 3 clusters Score -1.421617e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 228599 members 
Entering Unmasked Estep 
Score: -14216144.000000 Penalty: 1153.238647
	Iteration 172Q: 3 clusters Score -1.421614e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 228426 members 
Entering Unmasked Estep 
Score: -14216163.000000 Penalty: 1153.238647
	Iteration 173Q: 3 clusters Score -1.421616e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 228260 members 
Entering Unmasked Estep 
Score: -14216169.000000 Penalty: 1153.238647
	Iteration 174Q: 3 clusters Score -1.421617e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 228049 members 
Entering Unmasked Estep 
Score: -14216167.000000 Penalty: 1153.238647
	Iteration 175Q: 3 clusters Score -1.421617e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 227865 members 
Entering Unmasked Estep 
Score: -14216198.000000 Penalty: 1153.238647
	Iteration 176Q: 3 clusters Score -1.42162e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 227693 members 
Entering Unmasked Estep 
Score: -14216187.000000 Penalty: 1153.238647
	Iteration 177Q: 3 clusters Score -1.421619e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 227532 members 
Entering Unmasked Estep 
Score: -14216212.000000 Penalty: 1153.238647
	Iteration 178Q: 3 clusters Score -1.421621e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -14216180.000000 Penalty: 1153.238647
	Iteration 179Q: 3 clusters Score -1.421618e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 227151 members 
Entering Unmasked Estep 
Score: -14216161.000000 Penalty: 1153.238647
	Iteration 180F: 3 clusters Score -1.421616e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 226961 members 
Entering Unmasked Estep 
Score: -14216134.000000 Penalty: 1153.238647
	Iteration 181Q: 3 clusters Score -1.421613e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 226782 members 
Entering Unmasked Estep 
Score: -14216163.000000 Penalty: 1153.238647
	Iteration 182Q: 3 clusters Score -1.421616e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 226589 members 
Entering Unmasked Estep 
Score: -14216164.000000 Penalty: 1153.238647
	Iteration 183Q: 3 clusters Score -1.421616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 226426 members 
Entering Unmasked Estep 
Score: -14216122.000000 Penalty: 1153.238647
	Iteration 184Q: 3 clusters Score -1.421612e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 226290 members 
Entering Unmasked Estep 
Score: -14216108.000000 Penalty: 1153.238647
	Iteration 185Q: 3 clusters Score -1.421611e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 226141 members 
Entering Unmasked Estep 
Score: -14216111.000000 Penalty: 1153.238647
	Iteration 186Q: 3 clusters Score -1.421611e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 226032 members 
Entering Unmasked Estep 
Score: -14216116.000000 Penalty: 1153.238647
	Iteration 187Q: 3 clusters Score -1.421612e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 225861 members 
Entering Unmasked Estep 
Score: -14216129.000000 Penalty: 1153.238647
	Iteration 188Q: 3 clusters Score -1.421613e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 225722 members 
Entering Unmasked Estep 
Score: -14216123.000000 Penalty: 1153.238647
	Iteration 189Q: 3 clusters Score -1.421612e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 225577 members 
Entering Unmasked Estep 
Score: -14216121.000000 Penalty: 1153.238647
	Iteration 190Q: 3 clusters Score -1.421612e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 225425 members 
Entering Unmasked Estep 
Score: -14216083.000000 Penalty: 1153.238647
	Iteration 191Q: 3 clusters Score -1.421608e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 225272 members 
Entering Unmasked Estep 
Score: -14216100.000000 Penalty: 1153.238647
	Iteration 192Q: 3 clusters Score -1.42161e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 225103 members 
Entering Unmasked Estep 
Score: -14216097.000000 Penalty: 1153.238647
	Iteration 193Q: 3 clusters Score -1.42161e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 224931 members 
Entering Unmasked Estep 
Score: -14216104.000000 Penalty: 1153.238647
	Iteration 194Q: 3 clusters Score -1.42161e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 224770 members 
Entering Unmasked Estep 
Score: -14216077.000000 Penalty: 1153.238647
	Iteration 195Q: 3 clusters Score -1.421608e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 224620 members 
Entering Unmasked Estep 
Score: -14216082.000000 Penalty: 1153.238647
	Iteration 196Q: 3 clusters Score -1.421608e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 224475 members 
Entering Unmasked Estep 
Score: -14216091.000000 Penalty: 1153.238647
	Iteration 197Q: 3 clusters Score -1.421609e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 224353 members 
Entering Unmasked Estep 
Score: -14216097.000000 Penalty: 1153.238647
	Iteration 198Q: 3 clusters Score -1.42161e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 224243 members 
Entering Unmasked Estep 
Score: -14216080.000000 Penalty: 1153.238647
	Iteration 199Q: 3 clusters Score -1.421608e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 224124 members 
Entering Unmasked Estep 
Score: -14216066.000000 Penalty: 1153.238647
	Iteration 200F: 3 clusters Score -1.421607e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 224030 members 
Entering Unmasked Estep 
Score: -14216067.000000 Penalty: 1153.238647
	Iteration 201Q: 3 clusters Score -1.421607e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 223929 members 
Entering Unmasked Estep 
Score: -14216056.000000 Penalty: 1153.238647
	Iteration 202Q: 3 clusters Score -1.421606e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 223798 members 
Entering Unmasked Estep 
Score: -14216032.000000 Penalty: 1153.238647
	Iteration 203Q: 3 clusters Score -1.421603e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -14216051.000000 Penalty: 1153.238647
	Iteration 204Q: 3 clusters Score -1.421605e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 223464 members 
Entering Unmasked Estep 
Score: -14216056.000000 Penalty: 1153.238647
	Iteration 205Q: 3 clusters Score -1.421606e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 223321 members 
Entering Unmasked Estep 
Score: -14216031.000000 Penalty: 1153.238647
	Iteration 206Q: 3 clusters Score -1.421603e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 223190 members 
Entering Unmasked Estep 
Score: -14216000.000000 Penalty: 1153.238647
	Iteration 207Q: 3 clusters Score -1.4216e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 223065 members 
Entering Unmasked Estep 
Score: -14216001.000000 Penalty: 1153.238647
	Iteration 208Q: 3 clusters Score -1.4216e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 222940 members 
Entering Unmasked Estep 
Score: -14216000.000000 Penalty: 1153.238647
	Iteration 209Q: 3 clusters Score -1.4216e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 222801 members 
Entering Unmasked Estep 
Score: -14215997.000000 Penalty: 1153.238647
	Iteration 210Q: 3 clusters Score -1.4216e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 222693 members 
Entering Unmasked Estep 
Score: -14215982.000000 Penalty: 1153.238647
	Iteration 211Q: 3 clusters Score -1.421598e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 222555 members 
Entering Unmasked Estep 
Score: -14215967.000000 Penalty: 1153.238647
	Iteration 212Q: 3 clusters Score -1.421597e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 222435 members 
Entering Unmasked Estep 
Score: -14215951.000000 Penalty: 1153.238647
	Iteration 213Q: 3 clusters Score -1.421595e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 222327 members 
Entering Unmasked Estep 
Score: -14215969.000000 Penalty: 1153.238647
	Iteration 214Q: 3 clusters Score -1.421597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 222213 members 
Entering Unmasked Estep 
Score: -14216028.000000 Penalty: 1153.238647
	Iteration 215Q: 3 clusters Score -1.421603e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 222106 members 
Entering Unmasked Estep 
Score: -14216023.000000 Penalty: 1153.238647
	Iteration 216Q: 3 clusters Score -1.421602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 221988 members 
Entering Unmasked Estep 
Score: -14216013.000000 Penalty: 1153.238647
	Iteration 217Q: 3 clusters Score -1.421601e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 221839 members 
Entering Unmasked Estep 
Score: -14216040.000000 Penalty: 1153.238647
	Iteration 218Q: 3 clusters Score -1.421604e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 221670 members 
Entering Unmasked Estep 
Score: -14216050.000000 Penalty: 1153.238647
	Iteration 219Q: 3 clusters Score -1.421605e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 221482 members 
Entering Unmasked Estep 
Score: -14216030.000000 Penalty: 1153.238647
	Iteration 220F: 3 clusters Score -1.421603e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 221292 members 
Entering Unmasked Estep 
Score: -14216019.000000 Penalty: 1153.238647
	Iteration 221Q: 3 clusters Score -1.421602e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 221069 members 
Entering Unmasked Estep 
Score: -14215987.000000 Penalty: 1153.238647
	Iteration 222Q: 3 clusters Score -1.421599e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 220888 members 
Entering Unmasked Estep 
Score: -14215991.000000 Penalty: 1153.238647
	Iteration 223Q: 3 clusters Score -1.421599e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 220715 members 
Entering Unmasked Estep 
Score: -14215977.000000 Penalty: 1153.238647
	Iteration 224Q: 3 clusters Score -1.421598e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 220573 members 
Entering Unmasked Estep 
Score: -14215982.000000 Penalty: 1153.238647
	Iteration 225Q: 3 clusters Score -1.421598e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 220411 members 
Entering Unmasked Estep 
Score: -14215961.000000 Penalty: 1153.238647
	Iteration 226Q: 3 clusters Score -1.421596e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 220279 members 
Entering Unmasked Estep 
Score: -14215948.000000 Penalty: 1153.238647
	Iteration 227Q: 3 clusters Score -1.421595e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 220130 members 
Entering Unmasked Estep 
Score: -14215990.000000 Penalty: 1153.238647
	Iteration 228Q: 3 clusters Score -1.421599e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 219986 members 
Entering Unmasked Estep 
Score: -14215971.000000 Penalty: 1153.238647
	Iteration 229Q: 3 clusters Score -1.421597e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 219844 members 
Entering Unmasked Estep 
Score: -14215968.000000 Penalty: 1153.238647
	Iteration 230Q: 3 clusters Score -1.421597e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 219702 members 
Entering Unmasked Estep 
Score: -14215956.000000 Penalty: 1153.238647
	Iteration 231Q: 3 clusters Score -1.421596e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 219546 members 
Entering Unmasked Estep 
Score: -14215942.000000 Penalty: 1153.238647
	Iteration 232Q: 3 clusters Score -1.421594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 219392 members 
Entering Unmasked Estep 
Score: -14215961.000000 Penalty: 1153.238647
	Iteration 233Q: 3 clusters Score -1.421596e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 219224 members 
Entering Unmasked Estep 
Score: -14215919.000000 Penalty: 1153.238647
	Iteration 234Q: 3 clusters Score -1.421592e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99954 members 
Mstep: Class 2 contains 219048 members 
Entering Unmasked Estep 
Score: -14215952.000000 Penalty: 1153.238647
	Iteration 235Q: 3 clusters Score -1.421595e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 218886 members 
Entering Unmasked Estep 
Score: -14215946.000000 Penalty: 1153.238647
	Iteration 236Q: 3 clusters Score -1.421595e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 218731 members 
Entering Unmasked Estep 
Score: -14215961.000000 Penalty: 1153.238647
	Iteration 237Q: 3 clusters Score -1.421596e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 218575 members 
Entering Unmasked Estep 
Score: -14215985.000000 Penalty: 1153.238647
	Iteration 238Q: 3 clusters Score -1.421598e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 218420 members 
Entering Unmasked Estep 
Score: -14215989.000000 Penalty: 1153.238647
	Iteration 239Q: 3 clusters Score -1.421599e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 218290 members 
Entering Unmasked Estep 
Score: -14215994.000000 Penalty: 1153.238647
	Iteration 240F: 3 clusters Score -1.421599e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 218140 members 
Entering Unmasked Estep 
Score: -14215995.000000 Penalty: 1153.238647
	Iteration 241Q: 3 clusters Score -1.4216e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 217951 members 
Entering Unmasked Estep 
Score: -14215971.000000 Penalty: 1153.238647
	Iteration 242Q: 3 clusters Score -1.421597e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 217770 members 
Entering Unmasked Estep 
Score: -14215936.000000 Penalty: 1153.238647
	Iteration 243Q: 3 clusters Score -1.421594e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 217568 members 
Entering Unmasked Estep 
Score: -14215925.000000 Penalty: 1153.238647
	Iteration 244Q: 3 clusters Score -1.421592e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 217342 members 
Entering Unmasked Estep 
Score: -14215909.000000 Penalty: 1153.238647
	Iteration 245Q: 3 clusters Score -1.421591e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 217073 members 
Entering Unmasked Estep 
Score: -14215934.000000 Penalty: 1153.238647
	Iteration 246Q: 3 clusters Score -1.421593e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 216853 members 
Entering Unmasked Estep 
Score: -14215932.000000 Penalty: 1153.238647
	Iteration 247Q: 3 clusters Score -1.421593e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -14215965.000000 Penalty: 1153.238647
	Iteration 248Q: 3 clusters Score -1.421596e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 216383 members 
Entering Unmasked Estep 
Score: -14215950.000000 Penalty: 1153.238647
	Iteration 249Q: 3 clusters Score -1.421595e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 216123 members 
Entering Unmasked Estep 
Score: -14215962.000000 Penalty: 1153.238647
	Iteration 250Q: 3 clusters Score -1.421596e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 215897 members 
Entering Unmasked Estep 
Score: -14215965.000000 Penalty: 1153.238647
	Iteration 251Q: 3 clusters Score -1.421596e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -14215956.000000 Penalty: 1153.238647
	Iteration 252Q: 3 clusters Score -1.421596e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 215485 members 
Entering Unmasked Estep 
Score: -14215984.000000 Penalty: 1153.238647
	Iteration 253Q: 3 clusters Score -1.421598e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 215295 members 
Entering Unmasked Estep 
Score: -14215954.000000 Penalty: 1153.238647
	Iteration 254Q: 3 clusters Score -1.421595e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -14215937.000000 Penalty: 1153.238647
	Iteration 255Q: 3 clusters Score -1.421594e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 214950 members 
Entering Unmasked Estep 
Score: -14215930.000000 Penalty: 1153.238647
	Iteration 256Q: 3 clusters Score -1.421593e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 214769 members 
Entering Unmasked Estep 
Score: -14215908.000000 Penalty: 1153.238647
	Iteration 257Q: 3 clusters Score -1.421591e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 214573 members 
Entering Unmasked Estep 
Score: -14215880.000000 Penalty: 1153.238647
	Iteration 258Q: 3 clusters Score -1.421588e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 214361 members 
Entering Unmasked Estep 
Score: -14215892.000000 Penalty: 1153.238647
	Iteration 259Q: 3 clusters Score -1.421589e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104825 members 
Mstep: Class 2 contains 214177 members 
Entering Unmasked Estep 
Score: -14215885.000000 Penalty: 1153.238647
	Iteration 260F: 3 clusters Score -1.421588e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 214000 members 
Entering Unmasked Estep 
Score: -14215873.000000 Penalty: 1153.238647
	Iteration 261Q: 3 clusters Score -1.421587e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 213843 members 
Entering Unmasked Estep 
Score: -14215864.000000 Penalty: 1153.238647
	Iteration 262Q: 3 clusters Score -1.421586e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 213704 members 
Entering Unmasked Estep 
Score: -14215856.000000 Penalty: 1153.238647
	Iteration 263Q: 3 clusters Score -1.421586e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 213540 members 
Entering Unmasked Estep 
Score: -14215845.000000 Penalty: 1153.238647
	Iteration 264Q: 3 clusters Score -1.421584e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 213392 members 
Entering Unmasked Estep 
Score: -14215835.000000 Penalty: 1153.238647
	Iteration 265Q: 3 clusters Score -1.421584e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 213269 members 
Entering Unmasked Estep 
Score: -14215801.000000 Penalty: 1153.238647
	Iteration 266Q: 3 clusters Score -1.42158e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 213122 members 
Entering Unmasked Estep 
Score: -14215816.000000 Penalty: 1153.238647
	Iteration 267Q: 3 clusters Score -1.421582e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 213005 members 
Entering Unmasked Estep 
Score: -14215814.000000 Penalty: 1153.238647
	Iteration 268Q: 3 clusters Score -1.421581e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 212903 members 
Entering Unmasked Estep 
Score: -14215815.000000 Penalty: 1153.238647
	Iteration 269Q: 3 clusters Score -1.421582e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 212777 members 
Entering Unmasked Estep 
Score: -14215815.000000 Penalty: 1153.238647
	Iteration 270Q: 3 clusters Score -1.421582e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 212638 members 
Entering Unmasked Estep 
Score: -14215805.000000 Penalty: 1153.238647
	Iteration 271Q: 3 clusters Score -1.42158e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 212523 members 
Entering Unmasked Estep 
Score: -14215799.000000 Penalty: 1153.238647
	Iteration 272Q: 3 clusters Score -1.42158e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 212416 members 
Entering Unmasked Estep 
Score: -14215799.000000 Penalty: 1153.238647
	Iteration 273Q: 3 clusters Score -1.42158e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 212301 members 
Entering Unmasked Estep 
Score: -14215798.000000 Penalty: 1153.238647
	Iteration 274Q: 3 clusters Score -1.42158e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 212180 members 
Entering Unmasked Estep 
Score: -14215796.000000 Penalty: 1153.238647
	Iteration 275Q: 3 clusters Score -1.42158e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106973 members 
Mstep: Class 2 contains 212029 members 
Entering Unmasked Estep 
Score: -14215792.000000 Penalty: 1153.238647
	Iteration 276Q: 3 clusters Score -1.421579e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 211879 members 
Entering Unmasked Estep 
Score: -14215787.000000 Penalty: 1153.238647
	Iteration 277Q: 3 clusters Score -1.421579e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 211726 members 
Entering Unmasked Estep 
Score: -14215796.000000 Penalty: 1153.238647
	Iteration 278Q: 3 clusters Score -1.42158e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 211590 members 
Entering Unmasked Estep 
Score: -14215763.000000 Penalty: 1153.238647
	Iteration 279Q: 3 clusters Score -1.421576e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 211452 members 
Entering Unmasked Estep 
Score: -14215744.000000 Penalty: 1153.238647
	Iteration 280F: 3 clusters Score -1.421574e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 211298 members 
Entering Unmasked Estep 
Score: -14215739.000000 Penalty: 1153.238647
	Iteration 281Q: 3 clusters Score -1.421574e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 211129 members 
Entering Unmasked Estep 
Score: -14215736.000000 Penalty: 1153.238647
	Iteration 282Q: 3 clusters Score -1.421574e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 210942 members 
Entering Unmasked Estep 
Score: -14215755.000000 Penalty: 1153.238647
	Iteration 283Q: 3 clusters Score -1.421576e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 210760 members 
Entering Unmasked Estep 
Score: -14215777.000000 Penalty: 1153.238647
	Iteration 284Q: 3 clusters Score -1.421578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 210573 members 
Entering Unmasked Estep 
Score: -14215788.000000 Penalty: 1153.238647
	Iteration 285Q: 3 clusters Score -1.421579e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 210397 members 
Entering Unmasked Estep 
Score: -14215763.000000 Penalty: 1153.238647
	Iteration 286Q: 3 clusters Score -1.421576e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 210227 members 
Entering Unmasked Estep 
Score: -14215759.000000 Penalty: 1153.238647
	Iteration 287Q: 3 clusters Score -1.421576e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 210028 members 
Entering Unmasked Estep 
Score: -14215786.000000 Penalty: 1153.238647
	Iteration 288Q: 3 clusters Score -1.421579e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 209845 members 
Entering Unmasked Estep 
Score: -14215753.000000 Penalty: 1153.238647
	Iteration 289Q: 3 clusters Score -1.421575e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109322 members 
Mstep: Class 2 contains 209680 members 
Entering Unmasked Estep 
Score: -14215800.000000 Penalty: 1153.238647
	Iteration 290Q: 3 clusters Score -1.42158e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 209528 members 
Entering Unmasked Estep 
Score: -14215776.000000 Penalty: 1153.238647
	Iteration 291Q: 3 clusters Score -1.421578e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 209398 members 
Entering Unmasked Estep 
Score: -14215790.000000 Penalty: 1153.238647
	Iteration 292Q: 3 clusters Score -1.421579e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 209261 members 
Entering Unmasked Estep 
Score: -14215792.000000 Penalty: 1153.238647
	Iteration 293Q: 3 clusters Score -1.421579e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 209132 members 
Entering Unmasked Estep 
Score: -14215803.000000 Penalty: 1153.238647
	Iteration 294Q: 3 clusters Score -1.42158e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 209001 members 
Entering Unmasked Estep 
Score: -14215762.000000 Penalty: 1153.238647
	Iteration 295Q: 3 clusters Score -1.421576e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 208835 members 
Entering Unmasked Estep 
Score: -14215781.000000 Penalty: 1153.238647
	Iteration 296Q: 3 clusters Score -1.421578e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 208654 members 
Entering Unmasked Estep 
Score: -14215733.000000 Penalty: 1153.238647
	Iteration 297Q: 3 clusters Score -1.421573e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 208478 members 
Entering Unmasked Estep 
Score: -14215702.000000 Penalty: 1153.238647
	Iteration 298Q: 3 clusters Score -1.42157e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 208273 members 
Entering Unmasked Estep 
Score: -14215689.000000 Penalty: 1153.238647
	Iteration 299Q: 3 clusters Score -1.421569e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -14215666.000000 Penalty: 1153.238647
	Iteration 300F: 3 clusters Score -1.421567e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 207908 members 
Entering Unmasked Estep 
Score: -14215664.000000 Penalty: 1153.238647
	Iteration 301Q: 3 clusters Score -1.421566e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111297 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -14215658.000000 Penalty: 1153.238647
	Iteration 302Q: 3 clusters Score -1.421566e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 207489 members 
Entering Unmasked Estep 
Score: -14215683.000000 Penalty: 1153.238647
	Iteration 303Q: 3 clusters Score -1.421568e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 207290 members 
Entering Unmasked Estep 
Score: -14215692.000000 Penalty: 1153.238647
	Iteration 304Q: 3 clusters Score -1.421569e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 207122 members 
Entering Unmasked Estep 
Score: -14215691.000000 Penalty: 1153.238647
	Iteration 305Q: 3 clusters Score -1.421569e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 206954 members 
Entering Unmasked Estep 
Score: -14215691.000000 Penalty: 1153.238647
	Iteration 306Q: 3 clusters Score -1.421569e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112233 members 
Mstep: Class 2 contains 206769 members 
Entering Unmasked Estep 
Score: -14215660.000000 Penalty: 1153.238647
	Iteration 307Q: 3 clusters Score -1.421566e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 206554 members 
Entering Unmasked Estep 
Score: -14215655.000000 Penalty: 1153.238647
	Iteration 308Q: 3 clusters Score -1.421566e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 206281 members 
Entering Unmasked Estep 
Score: -14215650.000000 Penalty: 1153.238647
	Iteration 309Q: 3 clusters Score -1.421565e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 206023 members 
Entering Unmasked Estep 
Score: -14215640.000000 Penalty: 1153.238647
	Iteration 310Q: 3 clusters Score -1.421564e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 205789 members 
Entering Unmasked Estep 
Score: -14215637.000000 Penalty: 1153.238647
	Iteration 311Q: 3 clusters Score -1.421564e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 205563 members 
Entering Unmasked Estep 
Score: -14215659.000000 Penalty: 1153.238647
	Iteration 312Q: 3 clusters Score -1.421566e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 205339 members 
Entering Unmasked Estep 
Score: -14215659.000000 Penalty: 1153.238647
	Iteration 313Q: 3 clusters Score -1.421566e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 205090 members 
Entering Unmasked Estep 
Score: -14215656.000000 Penalty: 1153.238647
	Iteration 314Q: 3 clusters Score -1.421566e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 204812 members 
Entering Unmasked Estep 
Score: -14215652.000000 Penalty: 1153.238647
	Iteration 315Q: 3 clusters Score -1.421565e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 204538 members 
Entering Unmasked Estep 
Score: -14215617.000000 Penalty: 1153.238647
	Iteration 316Q: 3 clusters Score -1.421562e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 204259 members 
Entering Unmasked Estep 
Score: -14215620.000000 Penalty: 1153.238647
	Iteration 317Q: 3 clusters Score -1.421562e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -14215596.000000 Penalty: 1153.238647
	Iteration 318Q: 3 clusters Score -1.42156e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 203686 members 
Entering Unmasked Estep 
Score: -14215605.000000 Penalty: 1153.238647
	Iteration 319Q: 3 clusters Score -1.42156e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Mstep: Class 2 contains 203400 members 
Entering Unmasked Estep 
Score: -14215606.000000 Penalty: 1153.238647
	Iteration 320F: 3 clusters Score -1.421561e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 203081 members 
Entering Unmasked Estep 
Score: -14215630.000000 Penalty: 1153.238647
	Iteration 321Q: 3 clusters Score -1.421563e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 202795 members 
Entering Unmasked Estep 
Score: -14215597.000000 Penalty: 1153.238647
	Iteration 322Q: 3 clusters Score -1.42156e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 202529 members 
Entering Unmasked Estep 
Score: -14215565.000000 Penalty: 1153.238647
	Iteration 323Q: 3 clusters Score -1.421556e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 202270 members 
Entering Unmasked Estep 
Score: -14215582.000000 Penalty: 1153.238647
	Iteration 324Q: 3 clusters Score -1.421558e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 202004 members 
Entering Unmasked Estep 
Score: -14215563.000000 Penalty: 1153.238647
	Iteration 325Q: 3 clusters Score -1.421556e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 201727 members 
Entering Unmasked Estep 
Score: -14215533.000000 Penalty: 1153.238647
	Iteration 326Q: 3 clusters Score -1.421553e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117507 members 
Mstep: Class 2 contains 201495 members 
Entering Unmasked Estep 
Score: -14215504.000000 Penalty: 1153.238647
	Iteration 327Q: 3 clusters Score -1.42155e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 201269 members 
Entering Unmasked Estep 
Score: -14215483.000000 Penalty: 1153.238647
	Iteration 328Q: 3 clusters Score -1.421548e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 201013 members 
Entering Unmasked Estep 
Score: -14215466.000000 Penalty: 1153.238647
	Iteration 329Q: 3 clusters Score -1.421547e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -14215451.000000 Penalty: 1153.238647
	Iteration 330Q: 3 clusters Score -1.421545e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 200407 members 
Entering Unmasked Estep 
Score: -14215437.000000 Penalty: 1153.238647
	Iteration 331Q: 3 clusters Score -1.421544e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -14215448.000000 Penalty: 1153.238647
	Iteration 332Q: 3 clusters Score -1.421545e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 199837 members 
Entering Unmasked Estep 
Score: -14215423.000000 Penalty: 1153.238647
	Iteration 333Q: 3 clusters Score -1.421542e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 199584 members 
Entering Unmasked Estep 
Score: -14215413.000000 Penalty: 1153.238647
	Iteration 334Q: 3 clusters Score -1.421541e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119700 members 
Mstep: Class 2 contains 199302 members 
Entering Unmasked Estep 
Score: -14215388.000000 Penalty: 1153.238647
	Iteration 335Q: 3 clusters Score -1.421539e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 198951 members 
Entering Unmasked Estep 
Score: -14215399.000000 Penalty: 1153.238647
	Iteration 336Q: 3 clusters Score -1.42154e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 198601 members 
Entering Unmasked Estep 
Score: -14215403.000000 Penalty: 1153.238647
	Iteration 337Q: 3 clusters Score -1.42154e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 198267 members 
Entering Unmasked Estep 
Score: -14215325.000000 Penalty: 1153.238647
	Iteration 338Q: 3 clusters Score -1.421532e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -14215341.000000 Penalty: 1153.238647
	Iteration 339Q: 3 clusters Score -1.421534e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 197573 members 
Entering Unmasked Estep 
Score: -14215291.000000 Penalty: 1153.238647
	Iteration 340F: 3 clusters Score -1.421529e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -14215282.000000 Penalty: 1153.238647
	Iteration 341Q: 3 clusters Score -1.421528e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -14215299.000000 Penalty: 1153.238647
	Iteration 342Q: 3 clusters Score -1.42153e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -14215310.000000 Penalty: 1153.238647
	Iteration 343Q: 3 clusters Score -1.421531e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 196494 members 
Entering Unmasked Estep 
Score: -14215237.000000 Penalty: 1153.238647
	Iteration 344Q: 3 clusters Score -1.421524e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 196220 members 
Entering Unmasked Estep 
Score: -14215260.000000 Penalty: 1153.238647
	Iteration 345Q: 3 clusters Score -1.421526e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -14215248.000000 Penalty: 1153.238647
	Iteration 346Q: 3 clusters Score -1.421525e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123241 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -14215271.000000 Penalty: 1153.238647
	Iteration 347Q: 3 clusters Score -1.421527e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 195512 members 
Entering Unmasked Estep 
Score: -14215249.000000 Penalty: 1153.238647
	Iteration 348Q: 3 clusters Score -1.421525e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -14215255.000000 Penalty: 1153.238647
	Iteration 349Q: 3 clusters Score -1.421526e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
Score: -14215268.000000 Penalty: 1153.238647
	Iteration 350Q: 3 clusters Score -1.421527e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 194746 members 
Entering Unmasked Estep 
Score: -14215278.000000 Penalty: 1153.238647
	Iteration 351Q: 3 clusters Score -1.421528e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 194475 members 
Entering Unmasked Estep 
Score: -14215310.000000 Penalty: 1153.238647
	Iteration 352Q: 3 clusters Score -1.421531e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 194177 members 
Entering Unmasked Estep 
Score: -14215287.000000 Penalty: 1153.238647
	Iteration 353Q: 3 clusters Score -1.421529e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 193897 members 
Entering Unmasked Estep 
Score: -14215256.000000 Penalty: 1153.238647
	Iteration 354Q: 3 clusters Score -1.421526e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -14215210.000000 Penalty: 1153.238647
	Iteration 355Q: 3 clusters Score -1.421521e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 193352 members 
Entering Unmasked Estep 
Score: -14215178.000000 Penalty: 1153.238647
	Iteration 356Q: 3 clusters Score -1.421518e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 193066 members 
Entering Unmasked Estep 
Score: -14215201.000000 Penalty: 1153.238647
	Iteration 357Q: 3 clusters Score -1.42152e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 192787 members 
Entering Unmasked Estep 
Score: -14215124.000000 Penalty: 1153.238647
	Iteration 358Q: 3 clusters Score -1.421512e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 192451 members 
Entering Unmasked Estep 
Score: -14215160.000000 Penalty: 1153.238647
	Iteration 359Q: 3 clusters Score -1.421516e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126884 members 
Mstep: Class 2 contains 192118 members 
Entering Unmasked Estep 
Score: -14215140.000000 Penalty: 1153.238647
	Iteration 360F: 3 clusters Score -1.421514e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 191763 members 
Entering Unmasked Estep 
Score: -14215155.000000 Penalty: 1153.238647
	Iteration 361Q: 3 clusters Score -1.421516e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 191379 members 
Entering Unmasked Estep 
Score: -14215156.000000 Penalty: 1153.238647
	Iteration 362Q: 3 clusters Score -1.421516e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128041 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -14215116.000000 Penalty: 1153.238647
	Iteration 363Q: 3 clusters Score -1.421512e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 190511 members 
Entering Unmasked Estep 
Score: -14215121.000000 Penalty: 1153.238647
	Iteration 364Q: 3 clusters Score -1.421512e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -14215143.000000 Penalty: 1153.238647
	Iteration 365Q: 3 clusters Score -1.421514e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 189639 members 
Entering Unmasked Estep 
Score: -14215117.000000 Penalty: 1153.238647
	Iteration 366Q: 3 clusters Score -1.421512e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 189201 members 
Entering Unmasked Estep 
Score: -14215171.000000 Penalty: 1153.238647
	Iteration 367Q: 3 clusters Score -1.421517e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130216 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -14215164.000000 Penalty: 1153.238647
	Iteration 368Q: 3 clusters Score -1.421516e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 188401 members 
Entering Unmasked Estep 
Score: -14215151.000000 Penalty: 1153.238647
	Iteration 369Q: 3 clusters Score -1.421515e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 188026 members 
Entering Unmasked Estep 
Score: -14215139.000000 Penalty: 1153.238647
	Iteration 370Q: 3 clusters Score -1.421514e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131364 members 
Mstep: Class 2 contains 187638 members 
Entering Unmasked Estep 
Score: -14215182.000000 Penalty: 1153.238647
	Iteration 371Q: 3 clusters Score -1.421518e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131792 members 
Mstep: Class 2 contains 187210 members 
Entering Unmasked Estep 
Score: -14215192.000000 Penalty: 1153.238647
	Iteration 372Q: 3 clusters Score -1.421519e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -14215182.000000 Penalty: 1153.238647
	Iteration 373Q: 3 clusters Score -1.421518e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Mstep: Class 2 contains 186402 members 
Entering Unmasked Estep 
Score: -14215170.000000 Penalty: 1153.238647
	Iteration 374Q: 3 clusters Score -1.421517e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 185995 members 
Entering Unmasked Estep 
Score: -14215127.000000 Penalty: 1153.238647
	Iteration 375Q: 3 clusters Score -1.421513e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133403 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -14215105.000000 Penalty: 1153.238647
	Iteration 376Q: 3 clusters Score -1.42151e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133811 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -14215069.000000 Penalty: 1153.238647
	Iteration 377Q: 3 clusters Score -1.421507e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134187 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -14215080.000000 Penalty: 1153.238647
	Iteration 378Q: 3 clusters Score -1.421508e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 184440 members 
Entering Unmasked Estep 
Score: -14215096.000000 Penalty: 1153.238647
	Iteration 379Q: 3 clusters Score -1.42151e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 184099 members 
Entering Unmasked Estep 
Score: -14215070.000000 Penalty: 1153.238647
	Iteration 380F: 3 clusters Score -1.421507e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -14215052.000000 Penalty: 1153.238647
	Iteration 381Q: 3 clusters Score -1.421505e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 183333 members 
Entering Unmasked Estep 
Score: -14215040.000000 Penalty: 1153.238647
	Iteration 382Q: 3 clusters Score -1.421504e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 182962 members 
Entering Unmasked Estep 
Score: -14215039.000000 Penalty: 1153.238647
	Iteration 383Q: 3 clusters Score -1.421504e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136472 members 
Mstep: Class 2 contains 182530 members 
Entering Unmasked Estep 
Score: -14215036.000000 Penalty: 1153.238647
	Iteration 384Q: 3 clusters Score -1.421504e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Mstep: Class 2 contains 182101 members 
Entering Unmasked Estep 
Score: -14215034.000000 Penalty: 1153.238647
	Iteration 385Q: 3 clusters Score -1.421503e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -14215028.000000 Penalty: 1153.238647
	Iteration 386Q: 3 clusters Score -1.421503e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 181172 members 
Entering Unmasked Estep 
Score: -14214990.000000 Penalty: 1153.238647
	Iteration 387Q: 3 clusters Score -1.421499e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -14214962.000000 Penalty: 1153.238647
	Iteration 388Q: 3 clusters Score -1.421496e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 180221 members 
Entering Unmasked Estep 
Score: -14214924.000000 Penalty: 1153.238647
	Iteration 389Q: 3 clusters Score -1.421492e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 179802 members 
Entering Unmasked Estep 
Score: -14214907.000000 Penalty: 1153.238647
	Iteration 390Q: 3 clusters Score -1.421491e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139642 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -14214854.000000 Penalty: 1153.238647
	Iteration 391Q: 3 clusters Score -1.421485e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 178921 members 
Entering Unmasked Estep 
Score: -14214856.000000 Penalty: 1153.238647
	Iteration 392Q: 3 clusters Score -1.421486e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -14214830.000000 Penalty: 1153.238647
	Iteration 393Q: 3 clusters Score -1.421483e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140949 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -14214853.000000 Penalty: 1153.238647
	Iteration 394Q: 3 clusters Score -1.421485e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -14214831.000000 Penalty: 1153.238647
	Iteration 395Q: 3 clusters Score -1.421483e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 177222 members 
Entering Unmasked Estep 
Score: -14214864.000000 Penalty: 1153.238647
	Iteration 396Q: 3 clusters Score -1.421486e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142190 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -14214856.000000 Penalty: 1153.238647
	Iteration 397Q: 3 clusters Score -1.421486e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 176365 members 
Entering Unmasked Estep 
Score: -14214839.000000 Penalty: 1153.238647
	Iteration 398Q: 3 clusters Score -1.421484e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143071 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -14214822.000000 Penalty: 1153.238647
	Iteration 399Q: 3 clusters Score -1.421482e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143524 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -14214862.000000 Penalty: 1153.238647
	Iteration 400F: 3 clusters Score -1.421486e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -14214812.000000 Penalty: 1153.238647
	Iteration 401Q: 3 clusters Score -1.421481e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -14214853.000000 Penalty: 1153.238647
	Iteration 402Q: 3 clusters Score -1.421485e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -14214834.000000 Penalty: 1153.238647
	Iteration 403Q: 3 clusters Score -1.421483e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145436 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -14214856.000000 Penalty: 1153.238647
	Iteration 404Q: 3 clusters Score -1.421486e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145878 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -14214861.000000 Penalty: 1153.238647
	Iteration 405Q: 3 clusters Score -1.421486e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -14214889.000000 Penalty: 1153.238647
	Iteration 406Q: 3 clusters Score -1.421489e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -14214858.000000 Penalty: 1153.238647
	Iteration 407Q: 3 clusters Score -1.421486e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -14214845.000000 Penalty: 1153.238647
	Iteration 408Q: 3 clusters Score -1.421484e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -14214887.000000 Penalty: 1153.238647
	Iteration 409Q: 3 clusters Score -1.421489e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -14214884.000000 Penalty: 1153.238647
	Iteration 410Q: 3 clusters Score -1.421488e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148625 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -14214895.000000 Penalty: 1153.238647
	Iteration 411Q: 3 clusters Score -1.42149e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 169903 members 
Entering Unmasked Estep 
Score: -14214939.000000 Penalty: 1153.238647
	Iteration 412Q: 3 clusters Score -1.421494e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 169483 members 
Entering Unmasked Estep 
Score: -14214982.000000 Penalty: 1153.238647
	Iteration 413Q: 3 clusters Score -1.421498e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -14214992.000000 Penalty: 1153.238647
	Iteration 414Q: 3 clusters Score -1.421499e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -14214986.000000 Penalty: 1153.238647
	Iteration 415Q: 3 clusters Score -1.421499e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 168258 members 
Entering Unmasked Estep 
Score: -14214992.000000 Penalty: 1153.238647
	Iteration 416Q: 3 clusters Score -1.421499e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151140 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -14214969.000000 Penalty: 1153.238647
	Iteration 417Q: 3 clusters Score -1.421497e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151542 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -14214952.000000 Penalty: 1153.238647
	Iteration 418Q: 3 clusters Score -1.421495e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -14214982.000000 Penalty: 1153.238647
	Iteration 419Q: 3 clusters Score -1.421498e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -14214948.000000 Penalty: 1153.238647
	Iteration 420F: 3 clusters Score -1.421495e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -14214881.000000 Penalty: 1153.238647
	Iteration 421Q: 3 clusters Score -1.421488e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -14214869.000000 Penalty: 1153.238647
	Iteration 422Q: 3 clusters Score -1.421487e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 165304 members 
Entering Unmasked Estep 
Score: -14214872.000000 Penalty: 1153.238647
	Iteration 423Q: 3 clusters Score -1.421487e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -14214938.000000 Penalty: 1153.238647
	Iteration 424Q: 3 clusters Score -1.421494e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -14214914.000000 Penalty: 1153.238647
	Iteration 425Q: 3 clusters Score -1.421491e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 163971 members 
Entering Unmasked Estep 
Score: -14214974.000000 Penalty: 1153.238647
	Iteration 426Q: 3 clusters Score -1.421497e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -14214945.000000 Penalty: 1153.238647
	Iteration 427Q: 3 clusters Score -1.421494e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -14214923.000000 Penalty: 1153.238647
	Iteration 428Q: 3 clusters Score -1.421492e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 162780 members 
Entering Unmasked Estep 
Score: -14214960.000000 Penalty: 1153.238647
	Iteration 429Q: 3 clusters Score -1.421496e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -14214951.000000 Penalty: 1153.238647
	Iteration 430Q: 3 clusters Score -1.421495e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156986 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -14214892.000000 Penalty: 1153.238647
	Iteration 431Q: 3 clusters Score -1.421489e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -14214901.000000 Penalty: 1153.238647
	Iteration 432Q: 3 clusters Score -1.42149e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -14214875.000000 Penalty: 1153.238647
	Iteration 433Q: 3 clusters Score -1.421488e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158283 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -14214881.000000 Penalty: 1153.238647
	Iteration 434Q: 3 clusters Score -1.421488e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -14214893.000000 Penalty: 1153.238647
	Iteration 435Q: 3 clusters Score -1.421489e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -14214890.000000 Penalty: 1153.238647
	Iteration 436Q: 3 clusters Score -1.421489e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -14214947.000000 Penalty: 1153.238647
	Iteration 437Q: 3 clusters Score -1.421495e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -14214961.000000 Penalty: 1153.238647
	Iteration 438Q: 3 clusters Score -1.421496e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -14214956.000000 Penalty: 1153.238647
	Iteration 439Q: 3 clusters Score -1.421496e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -14214960.000000 Penalty: 1153.238647
	Iteration 440F: 3 clusters Score -1.421496e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -14214927.000000 Penalty: 1153.238647
	Iteration 441Q: 3 clusters Score -1.421493e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -14214888.000000 Penalty: 1153.238647
	Iteration 442Q: 3 clusters Score -1.421489e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -14214854.000000 Penalty: 1153.238647
	Iteration 443Q: 3 clusters Score -1.421485e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 157192 members 
Entering Unmasked Estep 
Score: -14214904.000000 Penalty: 1153.238647
	Iteration 444Q: 3 clusters Score -1.42149e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162156 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -14214853.000000 Penalty: 1153.238647
	Iteration 445Q: 3 clusters Score -1.421485e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162519 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -14214867.000000 Penalty: 1153.238647
	Iteration 446Q: 3 clusters Score -1.421487e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -14214866.000000 Penalty: 1153.238647
	Iteration 447Q: 3 clusters Score -1.421487e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -14214868.000000 Penalty: 1153.238647
	Iteration 448Q: 3 clusters Score -1.421487e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -14214893.000000 Penalty: 1153.238647
	Iteration 449Q: 3 clusters Score -1.421489e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -14214865.000000 Penalty: 1153.238647
	Iteration 450Q: 3 clusters Score -1.421486e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -14214886.000000 Penalty: 1153.238647
	Iteration 451Q: 3 clusters Score -1.421489e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -14214891.000000 Penalty: 1153.238647
	Iteration 452Q: 3 clusters Score -1.421489e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -14214875.000000 Penalty: 1153.238647
	Iteration 453Q: 3 clusters Score -1.421488e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165994 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -14214896.000000 Penalty: 1153.238647
	Iteration 454Q: 3 clusters Score -1.42149e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -14214877.000000 Penalty: 1153.238647
	Iteration 455Q: 3 clusters Score -1.421488e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -14214902.000000 Penalty: 1153.238647
	Iteration 456Q: 3 clusters Score -1.42149e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 151171 members 
Entering Unmasked Estep 
Score: -14214907.000000 Penalty: 1153.238647
	Iteration 457Q: 3 clusters Score -1.421491e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -14214891.000000 Penalty: 1153.238647
	Iteration 458Q: 3 clusters Score -1.421489e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -14214836.000000 Penalty: 1153.238647
	Iteration 459Q: 3 clusters Score -1.421484e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -14214800.000000 Penalty: 1153.238647
	Iteration 460F: 3 clusters Score -1.42148e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 148359 members 
Entering Unmasked Estep 
Score: -14214780.000000 Penalty: 1153.238647
	Iteration 461Q: 3 clusters Score -1.421478e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -14214769.000000 Penalty: 1153.238647
	Iteration 462Q: 3 clusters Score -1.421477e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 146794 members 
Entering Unmasked Estep 
Score: -14214721.000000 Penalty: 1153.238647
	Iteration 463Q: 3 clusters Score -1.421472e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 146015 members 
Entering Unmasked Estep 
Score: -14214634.000000 Penalty: 1153.238647
	Iteration 464Q: 3 clusters Score -1.421463e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 145238 members 
Entering Unmasked Estep 
Score: -14214565.000000 Penalty: 1153.238647
	Iteration 465Q: 3 clusters Score -1.421456e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -14214561.000000 Penalty: 1153.238647
	Iteration 466Q: 3 clusters Score -1.421456e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -14214545.000000 Penalty: 1153.238647
	Iteration 467Q: 3 clusters Score -1.421454e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 142718 members 
Entering Unmasked Estep 
Score: -14214549.000000 Penalty: 1153.238647
	Iteration 468Q: 3 clusters Score -1.421455e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177221 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -14214563.000000 Penalty: 1153.238647
	Iteration 469Q: 3 clusters Score -1.421456e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -14214524.000000 Penalty: 1153.238647
	Iteration 470Q: 3 clusters Score -1.421452e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -14214518.000000 Penalty: 1153.238647
	Iteration 471Q: 3 clusters Score -1.421452e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179812 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -14214508.000000 Penalty: 1153.238647
	Iteration 472Q: 3 clusters Score -1.421451e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -14214540.000000 Penalty: 1153.238647
	Iteration 473Q: 3 clusters Score -1.421454e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181574 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -14214530.000000 Penalty: 1153.238647
	Iteration 474Q: 3 clusters Score -1.421453e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182473 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -14214519.000000 Penalty: 1153.238647
	Iteration 475Q: 3 clusters Score -1.421452e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -14214535.000000 Penalty: 1153.238647
	Iteration 476Q: 3 clusters Score -1.421454e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184256 members 
Mstep: Class 2 contains 134746 members 
Entering Unmasked Estep 
Score: -14214482.000000 Penalty: 1153.238647
	Iteration 477Q: 3 clusters Score -1.421448e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185230 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -14214507.000000 Penalty: 1153.238647
	Iteration 478Q: 3 clusters Score -1.421451e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186216 members 
Mstep: Class 2 contains 132786 members 
Entering Unmasked Estep 
Score: -14214545.000000 Penalty: 1153.238647
	Iteration 479Q: 3 clusters Score -1.421454e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187260 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -14214591.000000 Penalty: 1153.238647
	Iteration 480F: 3 clusters Score -1.421459e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188315 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -14214583.000000 Penalty: 1153.238647
	Iteration 481Q: 3 clusters Score -1.421458e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 129644 members 
Entering Unmasked Estep 
Score: -14214536.000000 Penalty: 1153.238647
	Iteration 482Q: 3 clusters Score -1.421454e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190396 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -14214591.000000 Penalty: 1153.238647
	Iteration 483Q: 3 clusters Score -1.421459e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -14214572.000000 Penalty: 1153.238647
	Iteration 484Q: 3 clusters Score -1.421457e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192400 members 
Mstep: Class 2 contains 126602 members 
Entering Unmasked Estep 
Score: -14214540.000000 Penalty: 1153.238647
	Iteration 485Q: 3 clusters Score -1.421454e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193382 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -14214555.000000 Penalty: 1153.238647
	Iteration 486Q: 3 clusters Score -1.421456e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194387 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -14214670.000000 Penalty: 1153.238647
	Iteration 487Q: 3 clusters Score -1.421467e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195427 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -14214681.000000 Penalty: 1153.238647
	Iteration 488Q: 3 clusters Score -1.421468e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196517 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -14214683.000000 Penalty: 1153.238647
	Iteration 489Q: 3 clusters Score -1.421468e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197535 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -14214706.000000 Penalty: 1153.238647
	Iteration 490Q: 3 clusters Score -1.421471e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198545 members 
Mstep: Class 2 contains 120457 members 
Entering Unmasked Estep 
Score: -14214685.000000 Penalty: 1153.238647
	Iteration 491Q: 3 clusters Score -1.421468e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199587 members 
Mstep: Class 2 contains 119415 members 
Entering Unmasked Estep 
Score: -14214662.000000 Penalty: 1153.238647
	Iteration 492Q: 3 clusters Score -1.421466e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200599 members 
Mstep: Class 2 contains 118403 members 
Entering Unmasked Estep 
Score: -14214667.000000 Penalty: 1153.238647
	Iteration 493Q: 3 clusters Score -1.421467e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201604 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -14214741.000000 Penalty: 1153.238647
	Iteration 494Q: 3 clusters Score -1.421474e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202622 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -14214699.000000 Penalty: 1153.238647
	Iteration 495Q: 3 clusters Score -1.42147e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203707 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -14214671.000000 Penalty: 1153.238647
	Iteration 496Q: 3 clusters Score -1.421467e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204799 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -14214552.000000 Penalty: 1153.238647
	Iteration 497Q: 3 clusters Score -1.421455e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205901 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -14214593.000000 Penalty: 1153.238647
	Iteration 498Q: 3 clusters Score -1.421459e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207059 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -14214673.000000 Penalty: 1153.238647
	Iteration 499Q: 3 clusters Score -1.421467e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208219 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -14214771.000000 Penalty: 1153.238647
	Iteration 500F: 3 clusters Score -1.421477e+07 nChanged 1075
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 44094 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 21010 members 
Mstep: Class 7 contains 36995 members 
Mstep: Class 8 contains 290386 members 
Mstep: Class 9 contains 9919 members 
Mstep: Class 10 contains 109708 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 38782 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 124368 members 
Mstep: Class 18 contains 32766 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 209294 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126057 members 
Mstep: Class 25 contains 7575 members 
Entering Unmasked Estep 
Score: -46936796.000000 Penalty: 15839.890625
Splitting cluster 21 changes total score from -46935940.000000 to -46936796.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 22 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -32648.976562 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -32648.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31936.804688 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -31936.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32241.699219 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -32241.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32355.421875 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -32355.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32410.064453 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -32410.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32431.785156 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -32431.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32447.576172 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -32447.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32456.986328 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -32456.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32459.755859 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -32459.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32463.521484 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -32463.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32464.378906 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -32464.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32466.421875 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -32466.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32467.074219 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -32467.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32467.179688 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -32467.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32467.179688 Penalty: 616.037415
	Iteration 13F: 3 clusters Score -32467.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9529.569336 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -9529.569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9188.191406 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -9188.191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9255.495117 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -9255.495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9279.153320 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -9279.153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9292.112305 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -9292.112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9305.238281 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -9305.238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9317.909180 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -9317.909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9344.288086 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -9344.288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9349.118164 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -9349.118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9350.413086 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -9350.413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9350.413086 Penalty: 508.439636
	Iteration 9F: 3 clusters Score -9350.413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (126057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Entering Unmasked Estep 
Score: -5620477.500000 Penalty: 534.374268
	Iteration 0F: 2 clusters Score -5620478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -5535205.500000 Penalty: 1068.748535
	Iteration 0F: 3 clusters Score -5535206 nChanged 61633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -5573132.500000 Penalty: 1068.748535
	Iteration 1F: 3 clusters Score -5573132 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -5574838.500000 Penalty: 1068.748535
	Iteration 2Q: 3 clusters Score -5574838 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -5577938.500000 Penalty: 1068.748535
	Iteration 3Q: 3 clusters Score -5577938 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -5583472.000000 Penalty: 1068.748535
	Iteration 4F: 3 clusters Score -5583472 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -5591439.500000 Penalty: 1068.748535
	Iteration 5F: 3 clusters Score -5591440 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -5599705.000000 Penalty: 1068.748535
	Iteration 6F: 3 clusters Score -5599705 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -5605747.500000 Penalty: 1068.748535
	Iteration 7F: 3 clusters Score -5605748 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 99519 members 
Entering Unmasked Estep 
Score: -5608822.500000 Penalty: 1068.748535
	Iteration 8Q: 3 clusters Score -5608822 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -5610566.500000 Penalty: 1068.748535
	Iteration 9Q: 3 clusters Score -5610566 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -5611719.500000 Penalty: 1068.748535
	Iteration 10Q: 3 clusters Score -5611720 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -5612663.000000 Penalty: 1068.748535
	Iteration 11Q: 3 clusters Score -5612663 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -5613540.000000 Penalty: 1068.748535
	Iteration 12Q: 3 clusters Score -5613540 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -5614236.000000 Penalty: 1068.748535
	Iteration 13Q: 3 clusters Score -5614236 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -5614936.500000 Penalty: 1068.748535
	Iteration 14Q: 3 clusters Score -5614936 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -5615481.500000 Penalty: 1068.748535
	Iteration 15Q: 3 clusters Score -5615482 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -5615957.500000 Penalty: 1068.748535
	Iteration 16Q: 3 clusters Score -5615958 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -5616467.500000 Penalty: 1068.748535
	Iteration 17Q: 3 clusters Score -5616468 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -5616892.000000 Penalty: 1068.748535
	Iteration 18Q: 3 clusters Score -5616892 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -5617377.500000 Penalty: 1068.748535
	Iteration 19Q: 3 clusters Score -5617378 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -5617879.000000 Penalty: 1068.748535
	Iteration 20F: 3 clusters Score -5617879 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -5618350.000000 Penalty: 1068.748535
	Iteration 21Q: 3 clusters Score -5618350 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -5618829.000000 Penalty: 1068.748535
	Iteration 22Q: 3 clusters Score -5618829 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 103948 members 
Entering Unmasked Estep 
Score: -5619227.500000 Penalty: 1068.748535
	Iteration 23Q: 3 clusters Score -5619228 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 103584 members 
Entering Unmasked Estep 
Score: -5619537.000000 Penalty: 1068.748535
	Iteration 24Q: 3 clusters Score -5619537 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -5619781.500000 Penalty: 1068.748535
	Iteration 25Q: 3 clusters Score -5619782 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -5619876.500000 Penalty: 1068.748535
	Iteration 26Q: 3 clusters Score -5619876 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -5619911.000000 Penalty: 1068.748535
	Iteration 27Q: 3 clusters Score -5619911 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -5619905.500000 Penalty: 1068.748535
	Iteration 28Q: 3 clusters Score -5619906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -5619900.500000 Penalty: 1068.748535
	Iteration 29Q: 3 clusters Score -5619900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -5619916.500000 Penalty: 1068.748535
	Iteration 30Q: 3 clusters Score -5619916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -5619934.500000 Penalty: 1068.748535
	Iteration 31Q: 3 clusters Score -5619934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -5619918.000000 Penalty: 1068.748535
	Iteration 32Q: 3 clusters Score -5619918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -5619901.500000 Penalty: 1068.748535
	Iteration 33Q: 3 clusters Score -5619902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -5619914.500000 Penalty: 1068.748535
	Iteration 34Q: 3 clusters Score -5619914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -5619930.500000 Penalty: 1068.748535
	Iteration 35Q: 3 clusters Score -5619930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -5619932.500000 Penalty: 1068.748535
	Iteration 36Q: 3 clusters Score -5619932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -5619932.500000 Penalty: 1068.748535
	Iteration 37Q: 3 clusters Score -5619932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -5619929.000000 Penalty: 1068.748535
	Iteration 38Q: 3 clusters Score -5619929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -5619929.500000 Penalty: 1068.748535
	Iteration 39Q: 3 clusters Score -5619930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -5619943.500000 Penalty: 1068.748535
	Iteration 40F: 3 clusters Score -5619944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -5619954.000000 Penalty: 1068.748535
	Iteration 41Q: 3 clusters Score -5619954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -5619970.500000 Penalty: 1068.748535
	Iteration 42Q: 3 clusters Score -5619970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -5619968.500000 Penalty: 1068.748535
	Iteration 43Q: 3 clusters Score -5619968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -5619969.000000 Penalty: 1068.748535
	Iteration 44Q: 3 clusters Score -5619969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -5619982.500000 Penalty: 1068.748535
	Iteration 45Q: 3 clusters Score -5619982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -5620005.000000 Penalty: 1068.748535
	Iteration 46Q: 3 clusters Score -5620005 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -5620014.000000 Penalty: 1068.748535
	Iteration 47Q: 3 clusters Score -5620014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -5619995.500000 Penalty: 1068.748535
	Iteration 48Q: 3 clusters Score -5619996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -5619993.000000 Penalty: 1068.748535
	Iteration 49Q: 3 clusters Score -5619993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -5619984.000000 Penalty: 1068.748535
	Iteration 50Q: 3 clusters Score -5619984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -5619979.500000 Penalty: 1068.748535
	Iteration 51Q: 3 clusters Score -5619980 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -5619969.500000 Penalty: 1068.748535
	Iteration 52Q: 3 clusters Score -5619970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -5619970.000000 Penalty: 1068.748535
	Iteration 53Q: 3 clusters Score -5619970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 99627 members 
Entering Unmasked Estep 
Score: -5619965.500000 Penalty: 1068.748535
	Iteration 54Q: 3 clusters Score -5619966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -5619972.000000 Penalty: 1068.748535
	Iteration 55Q: 3 clusters Score -5619972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -5619977.500000 Penalty: 1068.748535
	Iteration 56Q: 3 clusters Score -5619978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -5619974.000000 Penalty: 1068.748535
	Iteration 57Q: 3 clusters Score -5619974 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -5619981.500000 Penalty: 1068.748535
	Iteration 58Q: 3 clusters Score -5619982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -5619986.500000 Penalty: 1068.748535
	Iteration 59Q: 3 clusters Score -5619986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -5619975.500000 Penalty: 1068.748535
	Iteration 60F: 3 clusters Score -5619976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -5619979.500000 Penalty: 1068.748535
	Iteration 61Q: 3 clusters Score -5619980 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -5619991.500000 Penalty: 1068.748535
	Iteration 62Q: 3 clusters Score -5619992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -5619982.500000 Penalty: 1068.748535
	Iteration 63Q: 3 clusters Score -5619982 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -5620021.500000 Penalty: 1068.748535
	Iteration 64Q: 3 clusters Score -5620022 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 97813 members 
Entering Unmasked Estep 
Score: -5620032.000000 Penalty: 1068.748535
	Iteration 65Q: 3 clusters Score -5620032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -5620044.500000 Penalty: 1068.748535
	Iteration 66Q: 3 clusters Score -5620044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -5620035.000000 Penalty: 1068.748535
	Iteration 67Q: 3 clusters Score -5620035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -5620032.000000 Penalty: 1068.748535
	Iteration 68Q: 3 clusters Score -5620032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -5620039.000000 Penalty: 1068.748535
	Iteration 69Q: 3 clusters Score -5620039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -5620061.000000 Penalty: 1068.748535
	Iteration 70Q: 3 clusters Score -5620061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -5620059.000000 Penalty: 1068.748535
	Iteration 71Q: 3 clusters Score -5620059 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -5620050.000000 Penalty: 1068.748535
	Iteration 72Q: 3 clusters Score -5620050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 96679 members 
Entering Unmasked Estep 
Score: -5620054.500000 Penalty: 1068.748535
	Iteration 73Q: 3 clusters Score -5620054 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -5620052.500000 Penalty: 1068.748535
	Iteration 74Q: 3 clusters Score -5620052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -5620068.000000 Penalty: 1068.748535
	Iteration 75Q: 3 clusters Score -5620068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -5620066.500000 Penalty: 1068.748535
	Iteration 76Q: 3 clusters Score -5620066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -5620084.000000 Penalty: 1068.748535
	Iteration 77Q: 3 clusters Score -5620084 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -5620097.500000 Penalty: 1068.748535
	Iteration 78Q: 3 clusters Score -5620098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -5620103.500000 Penalty: 1068.748535
	Iteration 79Q: 3 clusters Score -5620104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -5620098.500000 Penalty: 1068.748535
	Iteration 80F: 3 clusters Score -5620098 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -5620105.000000 Penalty: 1068.748535
	Iteration 81Q: 3 clusters Score -5620105 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -5620107.500000 Penalty: 1068.748535
	Iteration 82Q: 3 clusters Score -5620108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -5620107.500000 Penalty: 1068.748535
	Iteration 83Q: 3 clusters Score -5620108 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -5620110.500000 Penalty: 1068.748535
	Iteration 84Q: 3 clusters Score -5620110 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5620094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -5620118.500000 Penalty: 1068.748535
	Iteration 86Q: 3 clusters Score -5620118 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -5620128.500000 Penalty: 1068.748535
	Iteration 87Q: 3 clusters Score -5620128 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -5620138.500000 Penalty: 1068.748535
	Iteration 88Q: 3 clusters Score -5620138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -5620123.000000 Penalty: 1068.748535
	Iteration 89Q: 3 clusters Score -5620123 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -5620131.000000 Penalty: 1068.748535
	Iteration 90Q: 3 clusters Score -5620131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -5620113.500000 Penalty: 1068.748535
	Iteration 91Q: 3 clusters Score -5620114 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -5620118.000000 Penalty: 1068.748535
	Iteration 92Q: 3 clusters Score -5620118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -5620114.500000 Penalty: 1068.748535
	Iteration 93Q: 3 clusters Score -5620114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -5620103.000000 Penalty: 1068.748535
	Iteration 94Q: 3 clusters Score -5620103 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -5620095.000000 Penalty: 1068.748535
	Iteration 95Q: 3 clusters Score -5620095 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -5620101.000000 Penalty: 1068.748535
	Iteration 96Q: 3 clusters Score -5620101 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -5620123.500000 Penalty: 1068.748535
	Iteration 97Q: 3 clusters Score -5620124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -5620143.500000 Penalty: 1068.748535
	Iteration 98Q: 3 clusters Score -5620144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -5620130.500000 Penalty: 1068.748535
	Iteration 99Q: 3 clusters Score -5620130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -5620130.500000 Penalty: 1068.748535
	Iteration 100F: 3 clusters Score -5620130 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -5620127.500000 Penalty: 1068.748535
	Iteration 101Q: 3 clusters Score -5620128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 91940 members 
Entering Unmasked Estep 
Score: -5620133.000000 Penalty: 1068.748535
	Iteration 102Q: 3 clusters Score -5620133 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -5620121.500000 Penalty: 1068.748535
	Iteration 103Q: 3 clusters Score -5620122 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -5620112.500000 Penalty: 1068.748535
	Iteration 104Q: 3 clusters Score -5620112 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -5620123.000000 Penalty: 1068.748535
	Iteration 105Q: 3 clusters Score -5620123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5620127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -5620151.500000 Penalty: 1068.748535
	Iteration 107Q: 3 clusters Score -5620152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -5620172.500000 Penalty: 1068.748535
	Iteration 108Q: 3 clusters Score -5620172 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5620158 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -5620197.500000 Penalty: 1068.748535
	Iteration 110Q: 3 clusters Score -5620198 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -5620200.000000 Penalty: 1068.748535
	Iteration 111Q: 3 clusters Score -5620200 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5620200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -5620193.000000 Penalty: 1068.748535
	Iteration 113Q: 3 clusters Score -5620193 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -5620187.500000 Penalty: 1068.748535
	Iteration 114Q: 3 clusters Score -5620188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -5620178.000000 Penalty: 1068.748535
	Iteration 115Q: 3 clusters Score -5620178 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -5620192.500000 Penalty: 1068.748535
	Iteration 116Q: 3 clusters Score -5620192 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -5620201.000000 Penalty: 1068.748535
	Iteration 117Q: 3 clusters Score -5620201 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -5620220.500000 Penalty: 1068.748535
	Iteration 118Q: 3 clusters Score -5620220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -5620223.500000 Penalty: 1068.748535
	Iteration 119Q: 3 clusters Score -5620224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -5620246.500000 Penalty: 1068.748535
	Iteration 120F: 3 clusters Score -5620246 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -5620242.000000 Penalty: 1068.748535
	Iteration 121Q: 3 clusters Score -5620242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -5620245.000000 Penalty: 1068.748535
	Iteration 122Q: 3 clusters Score -5620245 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -5620260.000000 Penalty: 1068.748535
	Iteration 123Q: 3 clusters Score -5620260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -5620244.500000 Penalty: 1068.748535
	Iteration 124Q: 3 clusters Score -5620244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -5620242.500000 Penalty: 1068.748535
	Iteration 125Q: 3 clusters Score -5620242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -5620233.500000 Penalty: 1068.748535
	Iteration 126Q: 3 clusters Score -5620234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -5620238.500000 Penalty: 1068.748535
	Iteration 127Q: 3 clusters Score -5620238 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -5620240.000000 Penalty: 1068.748535
	Iteration 128Q: 3 clusters Score -5620240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -5620259.000000 Penalty: 1068.748535
	Iteration 129Q: 3 clusters Score -5620259 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -5620281.500000 Penalty: 1068.748535
	Iteration 130Q: 3 clusters Score -5620282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -5620258.000000 Penalty: 1068.748535
	Iteration 131Q: 3 clusters Score -5620258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -5620257.500000 Penalty: 1068.748535
	Iteration 132Q: 3 clusters Score -5620258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -5620253.000000 Penalty: 1068.748535
	Iteration 133Q: 3 clusters Score -5620253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -5620263.500000 Penalty: 1068.748535
	Iteration 134Q: 3 clusters Score -5620264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -5620286.500000 Penalty: 1068.748535
	Iteration 135Q: 3 clusters Score -5620286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -5620282.500000 Penalty: 1068.748535
	Iteration 136Q: 3 clusters Score -5620282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -5620294.500000 Penalty: 1068.748535
	Iteration 137Q: 3 clusters Score -5620294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -5620306.500000 Penalty: 1068.748535
	Iteration 138Q: 3 clusters Score -5620306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -5620331.500000 Penalty: 1068.748535
	Iteration 139Q: 3 clusters Score -5620332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -5620331.500000 Penalty: 1068.748535
	Iteration 140F: 3 clusters Score -5620332 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -5620331.500000 Penalty: 1068.748535
	Iteration 141Q: 3 clusters Score -5620332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -5620354.000000 Penalty: 1068.748535
	Iteration 142Q: 3 clusters Score -5620354 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -5620350.000000 Penalty: 1068.748535
	Iteration 143Q: 3 clusters Score -5620350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -5620356.500000 Penalty: 1068.748535
	Iteration 144Q: 3 clusters Score -5620356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -5620344.000000 Penalty: 1068.748535
	Iteration 145Q: 3 clusters Score -5620344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -5620349.000000 Penalty: 1068.748535
	Iteration 146Q: 3 clusters Score -5620349 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5620345 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -5620352.500000 Penalty: 1068.748535
	Iteration 148Q: 3 clusters Score -5620352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -5620337.000000 Penalty: 1068.748535
	Iteration 149Q: 3 clusters Score -5620337 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -5620363.500000 Penalty: 1068.748535
	Iteration 150Q: 3 clusters Score -5620364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -5620379.000000 Penalty: 1068.748535
	Iteration 151Q: 3 clusters Score -5620379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -5620376.500000 Penalty: 1068.748535
	Iteration 152Q: 3 clusters Score -5620376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -5620395.000000 Penalty: 1068.748535
	Iteration 153Q: 3 clusters Score -5620395 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -5620391.500000 Penalty: 1068.748535
	Iteration 154Q: 3 clusters Score -5620392 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -5620384.000000 Penalty: 1068.748535
	Iteration 155Q: 3 clusters Score -5620384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -5620389.000000 Penalty: 1068.748535
	Iteration 156Q: 3 clusters Score -5620389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5620389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -5620391.000000 Penalty: 1068.748535
	Iteration 158Q: 3 clusters Score -5620391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -5620399.500000 Penalty: 1068.748535
	Iteration 159Q: 3 clusters Score -5620400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -5620410.500000 Penalty: 1068.748535
	Iteration 160F: 3 clusters Score -5620410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -5620408.500000 Penalty: 1068.748535
	Iteration 161Q: 3 clusters Score -5620408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -5620414.500000 Penalty: 1068.748535
	Iteration 162Q: 3 clusters Score -5620414 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -5620411.000000 Penalty: 1068.748535
	Iteration 163Q: 3 clusters Score -5620411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5620414 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5620414 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -5620413.500000 Penalty: 1068.748535
	Iteration 166Q: 3 clusters Score -5620414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -5620404.500000 Penalty: 1068.748535
	Iteration 167Q: 3 clusters Score -5620404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -5620419.500000 Penalty: 1068.748535
	Iteration 168Q: 3 clusters Score -5620420 nChanged 92
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Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -5620417.000000 Penalty: 1068.748535
	Iteration 169Q: 3 clusters Score -5620417 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -5620422.000000 Penalty: 1068.748535
	Iteration 170Q: 3 clusters Score -5620422 nChanged 86
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Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -5620421.500000 Penalty: 1068.748535
	Iteration 171Q: 3 clusters Score -5620422 nChanged 82
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Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -5620419.500000 Penalty: 1068.748535
	Iteration 172Q: 3 clusters Score -5620420 nChanged 73
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Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -5620426.500000 Penalty: 1068.748535
	Iteration 173Q: 3 clusters Score -5620426 nChanged 92
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Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -5620438.000000 Penalty: 1068.748535
	Iteration 174Q: 3 clusters Score -5620438 nChanged 77
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Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5620438 nChanged 75
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Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -5620440.000000 Penalty: 1068.748535
	Iteration 176Q: 3 clusters Score -5620440 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -5620429.500000 Penalty: 1068.748535
	Iteration 177Q: 3 clusters Score -5620430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -5620433.000000 Penalty: 1068.748535
	Iteration 178Q: 3 clusters Score -5620433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -5620441.500000 Penalty: 1068.748535
	Iteration 179Q: 3 clusters Score -5620442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -5620431.000000 Penalty: 1068.748535
	Iteration 180F: 3 clusters Score -5620431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -5620433.000000 Penalty: 1068.748535
	Iteration 181Q: 3 clusters Score -5620433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -5620429.500000 Penalty: 1068.748535
	Iteration 182Q: 3 clusters Score -5620430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -5620436.000000 Penalty: 1068.748535
	Iteration 183Q: 3 clusters Score -5620436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -5620426.000000 Penalty: 1068.748535
	Iteration 184Q: 3 clusters Score -5620426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -5620424.500000 Penalty: 1068.748535
	Iteration 185Q: 3 clusters Score -5620424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -5620440.500000 Penalty: 1068.748535
	Iteration 186Q: 3 clusters Score -5620440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -5620437.000000 Penalty: 1068.748535
	Iteration 187Q: 3 clusters Score -5620437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -5620429.500000 Penalty: 1068.748535
	Iteration 188Q: 3 clusters Score -5620430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -5620426.500000 Penalty: 1068.748535
	Iteration 189Q: 3 clusters Score -5620426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -5620424.000000 Penalty: 1068.748535
	Iteration 190Q: 3 clusters Score -5620424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -5620420.500000 Penalty: 1068.748535
	Iteration 191Q: 3 clusters Score -5620420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -5620423.000000 Penalty: 1068.748535
	Iteration 192Q: 3 clusters Score -5620423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -5620422.000000 Penalty: 1068.748535
	Iteration 193Q: 3 clusters Score -5620422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -5620417.000000 Penalty: 1068.748535
	Iteration 194Q: 3 clusters Score -5620417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -5620427.500000 Penalty: 1068.748535
	Iteration 195Q: 3 clusters Score -5620428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -5620430.000000 Penalty: 1068.748535
	Iteration 196Q: 3 clusters Score -5620430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -5620435.500000 Penalty: 1068.748535
	Iteration 197Q: 3 clusters Score -5620436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -5620438.000000 Penalty: 1068.748535
	Iteration 198Q: 3 clusters Score -5620438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -5620434.000000 Penalty: 1068.748535
	Iteration 199Q: 3 clusters Score -5620434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -5620439.000000 Penalty: 1068.748535
	Iteration 200F: 3 clusters Score -5620439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -5620435.500000 Penalty: 1068.748535
	Iteration 201Q: 3 clusters Score -5620436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -5620445.500000 Penalty: 1068.748535
	Iteration 202Q: 3 clusters Score -5620446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -5620441.000000 Penalty: 1068.748535
	Iteration 203Q: 3 clusters Score -5620441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -5620443.500000 Penalty: 1068.748535
	Iteration 204Q: 3 clusters Score -5620444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -5620454.000000 Penalty: 1068.748535
	Iteration 205Q: 3 clusters Score -5620454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -5620444.500000 Penalty: 1068.748535
	Iteration 206Q: 3 clusters Score -5620444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -5620444.000000 Penalty: 1068.748535
	Iteration 207Q: 3 clusters Score -5620444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -5620444.000000 Penalty: 1068.748535
	Iteration 208Q: 3 clusters Score -5620444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -5620444.000000 Penalty: 1068.748535
	Iteration 209Q: 3 clusters Score -5620444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -5620445.000000 Penalty: 1068.748535
	Iteration 210Q: 3 clusters Score -5620445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -5620451.500000 Penalty: 1068.748535
	Iteration 211Q: 3 clusters Score -5620452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -5620446.000000 Penalty: 1068.748535
	Iteration 212Q: 3 clusters Score -5620446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -5620448.500000 Penalty: 1068.748535
	Iteration 213Q: 3 clusters Score -5620448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -5620447.500000 Penalty: 1068.748535
	Iteration 214Q: 3 clusters Score -5620448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -5620455.000000 Penalty: 1068.748535
	Iteration 215Q: 3 clusters Score -5620455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -5620452.500000 Penalty: 1068.748535
	Iteration 216Q: 3 clusters Score -5620452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -5620454.500000 Penalty: 1068.748535
	Iteration 217Q: 3 clusters Score -5620454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -5620459.000000 Penalty: 1068.748535
	Iteration 218Q: 3 clusters Score -5620459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -5620454.000000 Penalty: 1068.748535
	Iteration 219Q: 3 clusters Score -5620454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -5620454.000000 Penalty: 1068.748535
	Iteration 220F: 3 clusters Score -5620454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -5620452.500000 Penalty: 1068.748535
	Iteration 221Q: 3 clusters Score -5620452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -5620456.500000 Penalty: 1068.748535
	Iteration 222Q: 3 clusters Score -5620456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -5620455.500000 Penalty: 1068.748535
	Iteration 223Q: 3 clusters Score -5620456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -5620453.500000 Penalty: 1068.748535
	Iteration 224Q: 3 clusters Score -5620454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -5620450.000000 Penalty: 1068.748535
	Iteration 225Q: 3 clusters Score -5620450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -5620453.000000 Penalty: 1068.748535
	Iteration 226Q: 3 clusters Score -5620453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -5620448.000000 Penalty: 1068.748535
	Iteration 227Q: 3 clusters Score -5620448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -5620450.000000 Penalty: 1068.748535
	Iteration 228Q: 3 clusters Score -5620450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -5620445.500000 Penalty: 1068.748535
	Iteration 229Q: 3 clusters Score -5620446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -5620444.500000 Penalty: 1068.748535
	Iteration 230Q: 3 clusters Score -5620444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -5620450.000000 Penalty: 1068.748535
	Iteration 231Q: 3 clusters Score -5620450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -5620448.000000 Penalty: 1068.748535
	Iteration 232Q: 3 clusters Score -5620448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -5620450.500000 Penalty: 1068.748535
	Iteration 233Q: 3 clusters Score -5620450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -5620450.500000 Penalty: 1068.748535
	Iteration 234F: 3 clusters Score -5620450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -329919.250000 Penalty: 406.433685
	Iteration 0F: 2 clusters Score -329919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -324942.500000 Penalty: 812.867371
	Iteration 0F: 3 clusters Score -324942.5 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -327184.562500 Penalty: 812.867371
	Iteration 1F: 3 clusters Score -327184.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -327581.031250 Penalty: 812.867371
	Iteration 2F: 3 clusters Score -327581 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -328024.718750 Penalty: 812.867371
	Iteration 3F: 3 clusters Score -328024.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -328380.718750 Penalty: 812.867371
	Iteration 4F: 3 clusters Score -328380.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -328563.062500 Penalty: 812.867371
	Iteration 5Q: 3 clusters Score -328563.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -328645.218750 Penalty: 812.867371
	Iteration 6Q: 3 clusters Score -328645.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -328707.625000 Penalty: 812.867371
	Iteration 7Q: 3 clusters Score -328707.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -328758.812500 Penalty: 812.867371
	Iteration 8Q: 3 clusters Score -328758.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -328809.906250 Penalty: 812.867371
	Iteration 9Q: 3 clusters Score -328809.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -328851.687500 Penalty: 812.867371
	Iteration 10Q: 3 clusters Score -328851.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -328878.906250 Penalty: 812.867371
	Iteration 11Q: 3 clusters Score -328878.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -328895.375000 Penalty: 812.867371
	Iteration 12Q: 3 clusters Score -328895.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -328909.218750 Penalty: 812.867371
	Iteration 13Q: 3 clusters Score -328909.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -328918.250000 Penalty: 812.867371
	Iteration 14Q: 3 clusters Score -328918.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -328924.125000 Penalty: 812.867371
	Iteration 15Q: 3 clusters Score -328924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -328928.031250 Penalty: 812.867371
	Iteration 16Q: 3 clusters Score -328928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -328928.812500 Penalty: 812.867371
	Iteration 17Q: 3 clusters Score -328928.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -328930.843750 Penalty: 812.867371
	Iteration 18Q: 3 clusters Score -328930.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -328933.343750 Penalty: 812.867371
	Iteration 19Q: 3 clusters Score -328933.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -328938.031250 Penalty: 812.867371
	Iteration 20F: 3 clusters Score -328938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -328940.000000 Penalty: 812.867371
	Iteration 21Q: 3 clusters Score -328940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -328945.375000 Penalty: 812.867371
	Iteration 22Q: 3 clusters Score -328945.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -328951.437500 Penalty: 812.867371
	Iteration 23Q: 3 clusters Score -328951.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -328955.500000 Penalty: 812.867371
	Iteration 24Q: 3 clusters Score -328955.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -328962.031250 Penalty: 812.867371
	Iteration 25Q: 3 clusters Score -328962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -328971.000000 Penalty: 812.867371
	Iteration 26Q: 3 clusters Score -328971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -328986.156250 Penalty: 812.867371
	Iteration 27Q: 3 clusters Score -328986.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -329007.406250 Penalty: 812.867371
	Iteration 28Q: 3 clusters Score -329007.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -329026.437500 Penalty: 812.867371
	Iteration 29Q: 3 clusters Score -329026.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -329046.781250 Penalty: 812.867371
	Iteration 30Q: 3 clusters Score -329046.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -329064.687500 Penalty: 812.867371
	Iteration 31Q: 3 clusters Score -329064.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -329081.343750 Penalty: 812.867371
	Iteration 32Q: 3 clusters Score -329081.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -329092.718750 Penalty: 812.867371
	Iteration 33Q: 3 clusters Score -329092.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -329105.125000 Penalty: 812.867371
	Iteration 34Q: 3 clusters Score -329105.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -329118.031250 Penalty: 812.867371
	Iteration 35Q: 3 clusters Score -329118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -329128.875000 Penalty: 812.867371
	Iteration 36Q: 3 clusters Score -329128.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -329137.312500 Penalty: 812.867371
	Iteration 37Q: 3 clusters Score -329137.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -329143.187500 Penalty: 812.867371
	Iteration 38Q: 3 clusters Score -329143.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -329152.718750 Penalty: 812.867371
	Iteration 39Q: 3 clusters Score -329152.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -329159.718750 Penalty: 812.867371
	Iteration 40F: 3 clusters Score -329159.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -329167.843750 Penalty: 812.867371
	Iteration 41Q: 3 clusters Score -329167.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -329179.250000 Penalty: 812.867371
	Iteration 42Q: 3 clusters Score -329179.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -329192.500000 Penalty: 812.867371
	Iteration 43Q: 3 clusters Score -329192.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -329202.593750 Penalty: 812.867371
	Iteration 44Q: 3 clusters Score -329202.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -329212.687500 Penalty: 812.867371
	Iteration 45Q: 3 clusters Score -329212.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -329217.843750 Penalty: 812.867371
	Iteration 46Q: 3 clusters Score -329217.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -329220.187500 Penalty: 812.867371
	Iteration 47Q: 3 clusters Score -329220.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -329224.750000 Penalty: 812.867371
	Iteration 48Q: 3 clusters Score -329224.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -329228.468750 Penalty: 812.867371
	Iteration 49Q: 3 clusters Score -329228.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -329230.875000 Penalty: 812.867371
	Iteration 50Q: 3 clusters Score -329230.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -329232.812500 Penalty: 812.867371
	Iteration 51Q: 3 clusters Score -329232.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -329234.000000 Penalty: 812.867371
	Iteration 52Q: 3 clusters Score -329234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -329235.937500 Penalty: 812.867371
	Iteration 53Q: 3 clusters Score -329235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -329237.281250 Penalty: 812.867371
	Iteration 54Q: 3 clusters Score -329237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -329237.437500 Penalty: 812.867371
	Iteration 55Q: 3 clusters Score -329237.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -329238.750000 Penalty: 812.867371
	Iteration 56Q: 3 clusters Score -329238.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -329241.000000 Penalty: 812.867371
	Iteration 57Q: 3 clusters Score -329241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -329241.906250 Penalty: 812.867371
	Iteration 58Q: 3 clusters Score -329241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -329242.875000 Penalty: 812.867371
	Iteration 59Q: 3 clusters Score -329242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -329244.375000 Penalty: 812.867371
	Iteration 60F: 3 clusters Score -329244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -329244.875000 Penalty: 812.867371
	Iteration 61Q: 3 clusters Score -329244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -329245.281250 Penalty: 812.867371
	Iteration 62Q: 3 clusters Score -329245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -329245.218750 Penalty: 812.867371
	Iteration 63Q: 3 clusters Score -329245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -329245.687500 Penalty: 812.867371
	Iteration 64Q: 3 clusters Score -329245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -329245.562500 Penalty: 812.867371
	Iteration 65Q: 3 clusters Score -329245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -329244.843750 Penalty: 812.867371
	Iteration 66Q: 3 clusters Score -329244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -329246.031250 Penalty: 812.867371
	Iteration 67Q: 3 clusters Score -329246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -329246.812500 Penalty: 812.867371
	Iteration 68Q: 3 clusters Score -329246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -329245.781250 Penalty: 812.867371
	Iteration 69Q: 3 clusters Score -329245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -329246.625000 Penalty: 812.867371
	Iteration 70Q: 3 clusters Score -329246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -329247.531250 Penalty: 812.867371
	Iteration 71Q: 3 clusters Score -329247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -329247.750000 Penalty: 812.867371
	Iteration 72Q: 3 clusters Score -329247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -329248.093750 Penalty: 812.867371
	Iteration 73Q: 3 clusters Score -329248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -329247.437500 Penalty: 812.867371
	Iteration 74Q: 3 clusters Score -329247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -329248.343750 Penalty: 812.867371
	Iteration 75Q: 3 clusters Score -329248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -329248.843750 Penalty: 812.867371
	Iteration 76Q: 3 clusters Score -329248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -329248.875000 Penalty: 812.867371
	Iteration 77Q: 3 clusters Score -329248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -329248.406250 Penalty: 812.867371
	Iteration 78Q: 3 clusters Score -329248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -329249.062500 Penalty: 812.867371
	Iteration 79Q: 3 clusters Score -329249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -329249.250000 Penalty: 812.867371
	Iteration 80F: 3 clusters Score -329249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -329249.250000 Penalty: 812.867371
	Iteration 81Q: 3 clusters Score -329249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -329249.250000 Penalty: 812.867371
	Iteration 82F: 3 clusters Score -329249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 44094 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 21010 members 
Mstep: Class 7 contains 36995 members 
Mstep: Class 8 contains 290386 members 
Mstep: Class 9 contains 9919 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 38782 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 124368 members 
Mstep: Class 18 contains 32766 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 209294 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 126057 members 
Mstep: Class 25 contains 7575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938416.000000 Penalty: 15839.890625
Iteration 239Q: 26 clusters Score -4.693842e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 21014 members 
Mstep: Class 7 contains 36955 members 
Mstep: Class 8 contains 290888 members 
Mstep: Class 9 contains 9903 members 
Mstep: Class 10 contains 107447 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 38758 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 124720 members 
Mstep: Class 18 contains 33005 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 210485 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125961 members 
Mstep: Class 25 contains 7583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940672.000000 Penalty: 15839.890625
Iteration 240F: 26 clusters Score -4.694067e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 21022 members 
Mstep: Class 7 contains 36905 members 
Mstep: Class 8 contains 288326 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 108319 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 38736 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 8846 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 125082 members 
Mstep: Class 18 contains 33284 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 211618 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 125923 members 
Mstep: Class 25 contains 7571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942484.000000 Penalty: 15839.890625
Iteration 241Q: 26 clusters Score -4.694248e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 21034 members 
Mstep: Class 7 contains 36877 members 
Mstep: Class 8 contains 286054 members 
Mstep: Class 9 contains 9855 members 
Mstep: Class 10 contains 108888 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 38696 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 8836 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 125590 members 
Mstep: Class 18 contains 33559 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 212592 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 125874 members 
Mstep: Class 25 contains 7593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943616.000000 Penalty: 15839.890625
Iteration 242Q: 26 clusters Score -4.694362e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 44264 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 21038 members 
Mstep: Class 7 contains 36858 members 
Mstep: Class 8 contains 284025 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 109314 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 38676 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 126270 members 
Mstep: Class 18 contains 33817 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 213309 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 125809 members 
Mstep: Class 25 contains 7634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944256.000000 Penalty: 15839.890625
Iteration 243Q: 26 clusters Score -4.694426e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 44311 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 21040 members 
Mstep: Class 7 contains 36860 members 
Mstep: Class 8 contains 282104 members 
Mstep: Class 9 contains 9819 members 
Mstep: Class 10 contains 109695 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 38658 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 19103 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 126986 members 
Mstep: Class 18 contains 34054 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 213837 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125813 members 
Mstep: Class 25 contains 7698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944612.000000 Penalty: 15839.890625
Iteration 244Q: 26 clusters Score -4.694461e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 44359 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 21042 members 
Mstep: Class 7 contains 36866 members 
Mstep: Class 8 contains 280282 members 
Mstep: Class 9 contains 9810 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 38646 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 127722 members 
Mstep: Class 18 contains 34303 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 214266 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125839 members 
Mstep: Class 25 contains 7763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945136.000000 Penalty: 15839.890625
Iteration 245Q: 26 clusters Score -4.694514e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 44423 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 21049 members 
Mstep: Class 7 contains 36871 members 
Mstep: Class 8 contains 278465 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 10 contains 110343 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 38631 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 19114 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 128486 members 
Mstep: Class 18 contains 34576 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 214615 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125832 members 
Mstep: Class 25 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945604.000000 Penalty: 15839.890625
Iteration 246Q: 26 clusters Score -4.69456e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 44465 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 4056 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 36869 members 
Mstep: Class 8 contains 276708 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 110605 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 38616 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 19117 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 129331 members 
Mstep: Class 18 contains 34868 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 214898 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 125842 members 
Mstep: Class 25 contains 7893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945876.000000 Penalty: 15839.890625
Iteration 247Q: 26 clusters Score -4.694588e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 44510 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 21066 members 
Mstep: Class 7 contains 36865 members 
Mstep: Class 8 contains 275062 members 
Mstep: Class 9 contains 9819 members 
Mstep: Class 10 contains 110852 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 38611 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 19118 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 130217 members 
Mstep: Class 18 contains 35150 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215072 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125838 members 
Mstep: Class 25 contains 7951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946112.000000 Penalty: 15839.890625
Iteration 248Q: 26 clusters Score -4.694611e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 44544 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 21072 members 
Mstep: Class 7 contains 36864 members 
Mstep: Class 8 contains 273466 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 111032 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 38605 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 131060 members 
Mstep: Class 18 contains 35496 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215216 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125879 members 
Mstep: Class 25 contains 8002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946564.000000 Penalty: 15839.890625
Iteration 249Q: 26 clusters Score -4.694656e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 44575 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 36857 members 
Mstep: Class 8 contains 271968 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 111125 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 38598 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 131928 members 
Mstep: Class 18 contains 35878 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215321 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125921 members 
Mstep: Class 25 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946860.000000 Penalty: 15839.890625
Iteration 250Q: 26 clusters Score -4.694686e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 44606 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 36850 members 
Mstep: Class 8 contains 270473 members 
Mstep: Class 9 contains 9820 members 
Mstep: Class 10 contains 111143 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 38605 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 8720 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 132839 members 
Mstep: Class 18 contains 36255 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215413 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125983 members 
Mstep: Class 25 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947512.000000 Penalty: 15839.890625
Iteration 251Q: 26 clusters Score -4.694751e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 44649 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 36856 members 
Mstep: Class 8 contains 269048 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 10 contains 111077 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 38613 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 8701 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 133728 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215544 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126037 members 
Mstep: Class 25 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947652.000000 Penalty: 15839.890625
Iteration 252Q: 26 clusters Score -4.694765e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 44689 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 21091 members 
Mstep: Class 7 contains 36849 members 
Mstep: Class 8 contains 267656 members 
Mstep: Class 9 contains 9805 members 
Mstep: Class 10 contains 111011 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 38629 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 19134 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 134707 members 
Mstep: Class 18 contains 37000 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215569 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126068 members 
Mstep: Class 25 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947692.000000 Penalty: 15839.890625
Iteration 253Q: 26 clusters Score -4.694769e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 21099 members 
Mstep: Class 7 contains 36853 members 
Mstep: Class 8 contains 266316 members 
Mstep: Class 9 contains 9797 members 
Mstep: Class 10 contains 110856 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 38634 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 8670 members 
Mstep: Class 15 contains 19139 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 135658 members 
Mstep: Class 18 contains 37362 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215657 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126099 members 
Mstep: Class 25 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947668.000000 Penalty: 15839.890625
Iteration 254Q: 26 clusters Score -4.694767e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 44812 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 21107 members 
Mstep: Class 7 contains 36857 members 
Mstep: Class 8 contains 265013 members 
Mstep: Class 9 contains 9793 members 
Mstep: Class 10 contains 110653 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 38629 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 136592 members 
Mstep: Class 18 contains 37742 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215761 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126127 members 
Mstep: Class 25 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947536.000000 Penalty: 15839.890625
Iteration 255Q: 26 clusters Score -4.694754e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 44883 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 36854 members 
Mstep: Class 8 contains 263719 members 
Mstep: Class 9 contains 9787 members 
Mstep: Class 10 contains 110426 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 38617 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 137505 members 
Mstep: Class 18 contains 38121 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 215935 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 126150 members 
Mstep: Class 25 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947540.000000 Penalty: 15839.890625
Iteration 256Q: 26 clusters Score -4.694754e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 44976 members 
Mstep: Class 3 contains 1987 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 21126 members 
Mstep: Class 7 contains 36853 members 
Mstep: Class 8 contains 262437 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 110090 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 138362 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 216269 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126126 members 
Mstep: Class 25 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947568.000000 Penalty: 15839.890625
Iteration 257Q: 26 clusters Score -4.694757e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 45035 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 21140 members 
Mstep: Class 7 contains 36842 members 
Mstep: Class 8 contains 261175 members 
Mstep: Class 9 contains 9768 members 
Mstep: Class 10 contains 109849 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 38587 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 8650 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 139242 members 
Mstep: Class 18 contains 38906 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 216517 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 126095 members 
Mstep: Class 25 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947608.000000 Penalty: 15839.890625
Iteration 258Q: 26 clusters Score -4.694761e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 45101 members 
Mstep: Class 3 contains 1970 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 21144 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 8 contains 259961 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 109486 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 19199 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 140080 members 
Mstep: Class 18 contains 39254 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 216910 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 126036 members 
Mstep: Class 25 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947472.000000 Penalty: 15839.890625
Iteration 259Q: 26 clusters Score -4.694747e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 45189 members 
Mstep: Class 3 contains 1964 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 21165 members 
Mstep: Class 7 contains 36843 members 
Mstep: Class 8 contains 258814 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 109036 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 38550 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 140970 members 
Mstep: Class 18 contains 39590 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 217277 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125967 members 
Mstep: Class 25 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947532.000000 Penalty: 15839.890625
Iteration 260F: 26 clusters Score -4.694753e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 45270 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 21178 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 257685 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 108517 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 38528 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 8699 members 
Mstep: Class 15 contains 19233 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 141915 members 
Mstep: Class 18 contains 39899 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 217686 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125877 members 
Mstep: Class 25 contains 8413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947456.000000 Penalty: 15839.890625
Iteration 261Q: 26 clusters Score -4.694746e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 45363 members 
Mstep: Class 3 contains 1939 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 21186 members 
Mstep: Class 7 contains 36825 members 
Mstep: Class 8 contains 256649 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 107936 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 38499 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 8724 members 
Mstep: Class 15 contains 19253 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 142777 members 
Mstep: Class 18 contains 40158 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 218155 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125830 members 
Mstep: Class 25 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947524.000000 Penalty: 15839.890625
Iteration 262Q: 26 clusters Score -4.694752e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 45447 members 
Mstep: Class 3 contains 1926 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 3903 members 
Mstep: Class 6 contains 21188 members 
Mstep: Class 7 contains 36818 members 
Mstep: Class 8 contains 255530 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 10 contains 107487 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 38474 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 19277 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 143627 members 
Mstep: Class 18 contains 40414 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 218545 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125827 members 
Mstep: Class 25 contains 8464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947748.000000 Penalty: 15839.890625
Iteration 263Q: 26 clusters Score -4.694775e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 45546 members 
Mstep: Class 3 contains 1911 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 21185 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 254477 members 
Mstep: Class 9 contains 9754 members 
Mstep: Class 10 contains 106980 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 38443 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 8743 members 
Mstep: Class 15 contains 19307 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 144514 members 
Mstep: Class 18 contains 40645 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 60 members 
Mstep: Class 21 contains 218918 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125818 members 
Mstep: Class 25 contains 8487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947936.000000 Penalty: 15839.890625
Iteration 264Q: 26 clusters Score -4.694794e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 45652 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 253330 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 106530 members 
Mstep: Class 11 contains 4316 members 
Mstep: Class 12 contains 38426 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 8743 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 145408 members 
Mstep: Class 18 contains 40904 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 219279 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125783 members 
Mstep: Class 25 contains 8501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948312.000000 Penalty: 15839.890625
Iteration 265Q: 26 clusters Score -4.694831e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 45769 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 21171 members 
Mstep: Class 7 contains 36818 members 
Mstep: Class 8 contains 252247 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 38417 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 19364 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 146288 members 
Mstep: Class 18 contains 41183 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 219776 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125730 members 
Mstep: Class 25 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948440.000000 Penalty: 15839.890625
Iteration 266Q: 26 clusters Score -4.694844e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 45904 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 21168 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 251148 members 
Mstep: Class 9 contains 9768 members 
Mstep: Class 10 contains 105233 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 38407 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 8755 members 
Mstep: Class 15 contains 19387 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 147204 members 
Mstep: Class 18 contains 41481 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 220182 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125662 members 
Mstep: Class 25 contains 8552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948684.000000 Penalty: 15839.890625
Iteration 267Q: 26 clusters Score -4.694868e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 46029 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 21168 members 
Mstep: Class 7 contains 36838 members 
Mstep: Class 8 contains 250104 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 104524 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 38389 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 8764 members 
Mstep: Class 15 contains 19409 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 148121 members 
Mstep: Class 18 contains 41789 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 220583 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125628 members 
Mstep: Class 25 contains 8593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948784.000000 Penalty: 15839.890625
Iteration 268Q: 26 clusters Score -4.694878e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 46166 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 36831 members 
Mstep: Class 8 contains 249017 members 
Mstep: Class 9 contains 9774 members 
Mstep: Class 10 contains 103919 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 38355 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 19426 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 149052 members 
Mstep: Class 18 contains 42087 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 220912 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 125603 members 
Mstep: Class 25 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948644.000000 Penalty: 15839.890625
Iteration 269Q: 26 clusters Score -4.694864e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 46302 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 21198 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 8 contains 247864 members 
Mstep: Class 9 contains 9782 members 
Mstep: Class 10 contains 103315 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 38311 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 150001 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 221261 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 125564 members 
Mstep: Class 25 contains 8685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948828.000000 Penalty: 15839.890625
Iteration 270Q: 26 clusters Score -4.694883e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 46449 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 21217 members 
Mstep: Class 7 contains 36834 members 
Mstep: Class 8 contains 246706 members 
Mstep: Class 9 contains 9785 members 
Mstep: Class 10 contains 102771 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 38255 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 8750 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 150972 members 
Mstep: Class 18 contains 42741 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 221526 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 125551 members 
Mstep: Class 25 contains 8720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948748.000000 Penalty: 15839.890625
Iteration 271Q: 26 clusters Score -4.694875e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 46595 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 7901 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 21236 members 
Mstep: Class 7 contains 36845 members 
Mstep: Class 8 contains 245551 members 
Mstep: Class 9 contains 9784 members 
Mstep: Class 10 contains 102274 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 38196 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 8750 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 151865 members 
Mstep: Class 18 contains 43070 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 221837 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125539 members 
Mstep: Class 25 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949012.000000 Penalty: 15839.890625
Iteration 272Q: 26 clusters Score -4.694901e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 46747 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 21243 members 
Mstep: Class 7 contains 36850 members 
Mstep: Class 8 contains 244414 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 101798 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 38160 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 152797 members 
Mstep: Class 18 contains 43397 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222071 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125507 members 
Mstep: Class 25 contains 8748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949212.000000 Penalty: 15839.890625
Iteration 273Q: 26 clusters Score -4.694921e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 46922 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 36848 members 
Mstep: Class 8 contains 243337 members 
Mstep: Class 9 contains 9793 members 
Mstep: Class 10 contains 101260 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 38098 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 8730 members 
Mstep: Class 15 contains 19520 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 153736 members 
Mstep: Class 18 contains 43712 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222301 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125475 members 
Mstep: Class 25 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949124.000000 Penalty: 15839.890625
Iteration 274Q: 26 clusters Score -4.694912e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 47087 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 21255 members 
Mstep: Class 7 contains 36837 members 
Mstep: Class 8 contains 242208 members 
Mstep: Class 9 contains 9796 members 
Mstep: Class 10 contains 100824 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 38063 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 8727 members 
Mstep: Class 15 contains 19545 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 154630 members 
Mstep: Class 18 contains 44005 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222549 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125434 members 
Mstep: Class 25 contains 8772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949436.000000 Penalty: 15839.890625
Iteration 275Q: 26 clusters Score -4.694944e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 47229 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 21262 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 8 contains 241043 members 
Mstep: Class 9 contains 9801 members 
Mstep: Class 10 contains 100473 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 38024 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 19569 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 155516 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222782 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 125392 members 
Mstep: Class 25 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949436.000000 Penalty: 15839.890625
Iteration 276Q: 26 clusters Score -4.694944e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 47411 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 36835 members 
Mstep: Class 8 contains 239998 members 
Mstep: Class 9 contains 9809 members 
Mstep: Class 10 contains 99994 members 
Mstep: Class 11 contains 4319 members 
Mstep: Class 12 contains 37987 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8693 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 156395 members 
Mstep: Class 18 contains 44581 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223060 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125297 members 
Mstep: Class 25 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949556.000000 Penalty: 15839.890625
Iteration 277Q: 26 clusters Score -4.694956e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 47597 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 7857 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 21251 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 238919 members 
Mstep: Class 9 contains 9802 members 
Mstep: Class 10 contains 99594 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 37946 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 157335 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223203 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 125204 members 
Mstep: Class 25 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949948.000000 Penalty: 15839.890625
Iteration 278Q: 26 clusters Score -4.694995e+07 nChanged 3953
Entering ConstructFrom: 
Score: -46949948.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (13732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Entering Unmasked Estep 
Score: -607724.625000 Penalty: 433.500519
	Iteration 0F: 2 clusters Score -607724.6 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 6934 members 
Entering Unmasked Estep 
Score: -598635.687500 Penalty: 867.001038
	Iteration 0F: 3 clusters Score -598635.7 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -602390.187500 Penalty: 867.001038
	Iteration 1F: 3 clusters Score -602390.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -602774.000000 Penalty: 867.001038
	Iteration 2F: 3 clusters Score -602774 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -603335.625000 Penalty: 867.001038
	Iteration 3F: 3 clusters Score -603335.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -604082.375000 Penalty: 867.001038
	Iteration 4F: 3 clusters Score -604082.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -604915.750000 Penalty: 867.001038
	Iteration 5F: 3 clusters Score -604915.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -605679.062500 Penalty: 867.001038
	Iteration 6F: 3 clusters Score -605679.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -606165.875000 Penalty: 867.001038
	Iteration 7Q: 3 clusters Score -606165.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -606447.625000 Penalty: 867.001038
	Iteration 8Q: 3 clusters Score -606447.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -606660.125000 Penalty: 867.001038
	Iteration 9Q: 3 clusters Score -606660.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -606823.562500 Penalty: 867.001038
	Iteration 10Q: 3 clusters Score -606823.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -606964.437500 Penalty: 867.001038
	Iteration 11Q: 3 clusters Score -606964.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -607072.750000 Penalty: 867.001038
	Iteration 12Q: 3 clusters Score -607072.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -607158.312500 Penalty: 867.001038
	Iteration 13Q: 3 clusters Score -607158.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -607229.750000 Penalty: 867.001038
	Iteration 14Q: 3 clusters Score -607229.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -607269.125000 Penalty: 867.001038
	Iteration 15Q: 3 clusters Score -607269.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -607295.500000 Penalty: 867.001038
	Iteration 16Q: 3 clusters Score -607295.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -607313.000000 Penalty: 867.001038
	Iteration 17Q: 3 clusters Score -607313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -607323.437500 Penalty: 867.001038
	Iteration 18Q: 3 clusters Score -607323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -607331.187500 Penalty: 867.001038
	Iteration 19Q: 3 clusters Score -607331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -607340.375000 Penalty: 867.001038
	Iteration 20F: 3 clusters Score -607340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -607344.687500 Penalty: 867.001038
	Iteration 21Q: 3 clusters Score -607344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -607351.625000 Penalty: 867.001038
	Iteration 22Q: 3 clusters Score -607351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -607354.625000 Penalty: 867.001038
	Iteration 23Q: 3 clusters Score -607354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -607357.125000 Penalty: 867.001038
	Iteration 24Q: 3 clusters Score -607357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -607358.312500 Penalty: 867.001038
	Iteration 25Q: 3 clusters Score -607358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -607358.500000 Penalty: 867.001038
	Iteration 26Q: 3 clusters Score -607358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -607358.500000 Penalty: 867.001038
	Iteration 27F: 3 clusters Score -607358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Entering Unmasked Estep 
Score: -2145488.000000 Penalty: 490.262054
	Iteration 0F: 2 clusters Score -2145488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2113576.250000 Penalty: 980.524109
	Iteration 0F: 3 clusters Score -2113576 nChanged 22982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2127777.250000 Penalty: 980.524109
	Iteration 1F: 3 clusters Score -2127777 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2128807.500000 Penalty: 980.524109
	Iteration 2F: 3 clusters Score -2128808 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2130405.500000 Penalty: 980.524109
	Iteration 3F: 3 clusters Score -2130406 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2132999.500000 Penalty: 980.524109
	Iteration 4F: 3 clusters Score -2133000 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2136729.000000 Penalty: 980.524109
	Iteration 5F: 3 clusters Score -2136729 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2140625.500000 Penalty: 980.524109
	Iteration 6F: 3 clusters Score -2140626 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2143285.750000 Penalty: 980.524109
	Iteration 7F: 3 clusters Score -2143286 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2144596.500000 Penalty: 980.524109
	Iteration 8Q: 3 clusters Score -2144596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2145012.750000 Penalty: 980.524109
	Iteration 9Q: 3 clusters Score -2145013 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2145143.250000 Penalty: 980.524109
	Iteration 10Q: 3 clusters Score -2145143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2145197.000000 Penalty: 980.524109
	Iteration 11Q: 3 clusters Score -2145197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2145226.250000 Penalty: 980.524109
	Iteration 12Q: 3 clusters Score -2145226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2145244.750000 Penalty: 980.524109
	Iteration 13Q: 3 clusters Score -2145245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2145258.250000 Penalty: 980.524109
	Iteration 14Q: 3 clusters Score -2145258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2145263.500000 Penalty: 980.524109
	Iteration 15Q: 3 clusters Score -2145264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2145274.250000 Penalty: 980.524109
	Iteration 16Q: 3 clusters Score -2145274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2145278.500000 Penalty: 980.524109
	Iteration 17Q: 3 clusters Score -2145278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2145282.750000 Penalty: 980.524109
	Iteration 18Q: 3 clusters Score -2145283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2145287.750000 Penalty: 980.524109
	Iteration 19Q: 3 clusters Score -2145288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2145293.500000 Penalty: 980.524109
	Iteration 20F: 3 clusters Score -2145294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2145297.250000 Penalty: 980.524109
	Iteration 21Q: 3 clusters Score -2145297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2145295.750000 Penalty: 980.524109
	Iteration 22Q: 3 clusters Score -2145296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2145296.750000 Penalty: 980.524109
	Iteration 23Q: 3 clusters Score -2145297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2145296.000000 Penalty: 980.524109
	Iteration 24Q: 3 clusters Score -2145296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2145295.250000 Penalty: 980.524109
	Iteration 25Q: 3 clusters Score -2145295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2145294.750000 Penalty: 980.524109
	Iteration 26Q: 3 clusters Score -2145295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2145294.750000 Penalty: 980.524109
	Iteration 27F: 3 clusters Score -2145295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -76858.531250 Penalty: 340.385162
	Iteration 0F: 2 clusters Score -76858.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -75546.992188 Penalty: 680.770325
	Iteration 0F: 3 clusters Score -75546.99 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75957.437500 Penalty: 680.770325
	Iteration 1F: 3 clusters Score -75957.44 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -76029.640625 Penalty: 680.770325
	Iteration 2F: 3 clusters Score -76029.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -76094.492188 Penalty: 680.770325
	Iteration 3F: 3 clusters Score -76094.49 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -76148.656250 Penalty: 680.770325
	Iteration 4Q: 3 clusters Score -76148.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -76212.976562 Penalty: 680.770325
	Iteration 5Q: 3 clusters Score -76212.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -76275.539062 Penalty: 680.770325
	Iteration 6Q: 3 clusters Score -76275.54 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -76329.226562 Penalty: 680.770325
	Iteration 7Q: 3 clusters Score -76329.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -76376.421875 Penalty: 680.770325
	Iteration 8Q: 3 clusters Score -76376.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -76420.968750 Penalty: 680.770325
	Iteration 9Q: 3 clusters Score -76420.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -76448.398438 Penalty: 680.770325
	Iteration 10Q: 3 clusters Score -76448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -76467.671875 Penalty: 680.770325
	Iteration 11Q: 3 clusters Score -76467.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -76480.898438 Penalty: 680.770325
	Iteration 12Q: 3 clusters Score -76480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -76492.765625 Penalty: 680.770325
	Iteration 13Q: 3 clusters Score -76492.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -76507.726562 Penalty: 680.770325
	Iteration 14Q: 3 clusters Score -76507.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -76521.468750 Penalty: 680.770325
	Iteration 15Q: 3 clusters Score -76521.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -76535.085938 Penalty: 680.770325
	Iteration 16Q: 3 clusters Score -76535.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -76541.906250 Penalty: 680.770325
	Iteration 17Q: 3 clusters Score -76541.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -76545.078125 Penalty: 680.770325
	Iteration 18Q: 3 clusters Score -76545.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -76545.351562 Penalty: 680.770325
	Iteration 19Q: 3 clusters Score -76545.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -76545.351562 Penalty: 680.770325
	Iteration 20F: 3 clusters Score -76545.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -346266.218750 Penalty: 408.050446
	Iteration 0F: 2 clusters Score -346266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -341030.843750 Penalty: 816.100891
	Iteration 0F: 3 clusters Score -341030.8 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -343019.281250 Penalty: 816.100891
	Iteration 1F: 3 clusters Score -343019.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -343173.250000 Penalty: 816.100891
	Iteration 2F: 3 clusters Score -343173.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -343315.250000 Penalty: 816.100891
	Iteration 3Q: 3 clusters Score -343315.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -343481.562500 Penalty: 816.100891
	Iteration 4Q: 3 clusters Score -343481.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -343697.718750 Penalty: 816.100891
	Iteration 5Q: 3 clusters Score -343697.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -343984.843750 Penalty: 816.100891
	Iteration 6F: 3 clusters Score -343984.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -344346.843750 Penalty: 816.100891
	Iteration 7F: 3 clusters Score -344346.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -344693.531250 Penalty: 816.100891
	Iteration 8F: 3 clusters Score -344693.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -344948.125000 Penalty: 816.100891
	Iteration 9Q: 3 clusters Score -344948.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -345111.625000 Penalty: 816.100891
	Iteration 10Q: 3 clusters Score -345111.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -345245.312500 Penalty: 816.100891
	Iteration 11Q: 3 clusters Score -345245.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -345361.781250 Penalty: 816.100891
	Iteration 12Q: 3 clusters Score -345361.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -345437.906250 Penalty: 816.100891
	Iteration 13Q: 3 clusters Score -345437.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -345488.000000 Penalty: 816.100891
	Iteration 14Q: 3 clusters Score -345488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -345525.187500 Penalty: 816.100891
	Iteration 15Q: 3 clusters Score -345525.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -345558.437500 Penalty: 816.100891
	Iteration 16Q: 3 clusters Score -345558.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -345584.750000 Penalty: 816.100891
	Iteration 17Q: 3 clusters Score -345584.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -345601.718750 Penalty: 816.100891
	Iteration 18Q: 3 clusters Score -345601.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -345612.437500 Penalty: 816.100891
	Iteration 19Q: 3 clusters Score -345612.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -345619.218750 Penalty: 816.100891
	Iteration 20F: 3 clusters Score -345619.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -345622.687500 Penalty: 816.100891
	Iteration 21Q: 3 clusters Score -345622.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -345627.093750 Penalty: 816.100891
	Iteration 22Q: 3 clusters Score -345627.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -345630.125000 Penalty: 816.100891
	Iteration 23Q: 3 clusters Score -345630.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -345634.656250 Penalty: 816.100891
	Iteration 24Q: 3 clusters Score -345634.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -345637.750000 Penalty: 816.100891
	Iteration 25Q: 3 clusters Score -345637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -345641.031250 Penalty: 816.100891
	Iteration 26Q: 3 clusters Score -345641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -345646.781250 Penalty: 816.100891
	Iteration 27Q: 3 clusters Score -345646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -345649.906250 Penalty: 816.100891
	Iteration 28Q: 3 clusters Score -345649.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -345651.812500 Penalty: 816.100891
	Iteration 29Q: 3 clusters Score -345651.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -345656.093750 Penalty: 816.100891
	Iteration 30Q: 3 clusters Score -345656.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -345657.656250 Penalty: 816.100891
	Iteration 31Q: 3 clusters Score -345657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -345660.718750 Penalty: 816.100891
	Iteration 32Q: 3 clusters Score -345660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -345661.250000 Penalty: 816.100891
	Iteration 33Q: 3 clusters Score -345661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -345661.593750 Penalty: 816.100891
	Iteration 34Q: 3 clusters Score -345661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -345662.812500 Penalty: 816.100891
	Iteration 35Q: 3 clusters Score -345662.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345664.593750 Penalty: 816.100891
	Iteration 36Q: 3 clusters Score -345664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -345665.937500 Penalty: 816.100891
	Iteration 37Q: 3 clusters Score -345665.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -345667.375000 Penalty: 816.100891
	Iteration 38Q: 3 clusters Score -345667.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -345670.625000 Penalty: 816.100891
	Iteration 39Q: 3 clusters Score -345670.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -345674.750000 Penalty: 816.100891
	Iteration 40F: 3 clusters Score -345674.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -345678.031250 Penalty: 816.100891
	Iteration 41Q: 3 clusters Score -345678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -345681.218750 Penalty: 816.100891
	Iteration 42Q: 3 clusters Score -345681.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -345682.562500 Penalty: 816.100891
	Iteration 43Q: 3 clusters Score -345682.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -345686.468750 Penalty: 816.100891
	Iteration 44Q: 3 clusters Score -345686.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -345690.000000 Penalty: 816.100891
	Iteration 45Q: 3 clusters Score -345690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -345693.531250 Penalty: 816.100891
	Iteration 46Q: 3 clusters Score -345693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -345695.375000 Penalty: 816.100891
	Iteration 47Q: 3 clusters Score -345695.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -345698.156250 Penalty: 816.100891
	Iteration 48Q: 3 clusters Score -345698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -345700.218750 Penalty: 816.100891
	Iteration 49Q: 3 clusters Score -345700.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -345701.812500 Penalty: 816.100891
	Iteration 50Q: 3 clusters Score -345701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -345707.500000 Penalty: 816.100891
	Iteration 51Q: 3 clusters Score -345707.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -345715.062500 Penalty: 816.100891
	Iteration 52Q: 3 clusters Score -345715.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -345722.437500 Penalty: 816.100891
	Iteration 53Q: 3 clusters Score -345722.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -345725.718750 Penalty: 816.100891
	Iteration 54Q: 3 clusters Score -345725.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -345729.312500 Penalty: 816.100891
	Iteration 55Q: 3 clusters Score -345729.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -345731.125000 Penalty: 816.100891
	Iteration 56Q: 3 clusters Score -345731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -345731.750000 Penalty: 816.100891
	Iteration 57Q: 3 clusters Score -345731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -345732.656250 Penalty: 816.100891
	Iteration 58Q: 3 clusters Score -345732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -345733.437500 Penalty: 816.100891
	Iteration 59Q: 3 clusters Score -345733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -345734.156250 Penalty: 816.100891
	Iteration 60F: 3 clusters Score -345734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -345734.593750 Penalty: 816.100891
	Iteration 61Q: 3 clusters Score -345734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -345735.937500 Penalty: 816.100891
	Iteration 62Q: 3 clusters Score -345735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -345737.812500 Penalty: 816.100891
	Iteration 63Q: 3 clusters Score -345737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -345738.125000 Penalty: 816.100891
	Iteration 64Q: 3 clusters Score -345738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -345741.093750 Penalty: 816.100891
	Iteration 65Q: 3 clusters Score -345741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -345743.281250 Penalty: 816.100891
	Iteration 66Q: 3 clusters Score -345743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -345742.781250 Penalty: 816.100891
	Iteration 67Q: 3 clusters Score -345742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -345744.218750 Penalty: 816.100891
	Iteration 68Q: 3 clusters Score -345744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -345743.625000 Penalty: 816.100891
	Iteration 69Q: 3 clusters Score -345743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -345743.781250 Penalty: 816.100891
	Iteration 70Q: 3 clusters Score -345743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -345744.343750 Penalty: 816.100891
	Iteration 71Q: 3 clusters Score -345744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -345744.343750 Penalty: 816.100891
	Iteration 72Q: 3 clusters Score -345744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -345744.125000 Penalty: 816.100891
	Iteration 73Q: 3 clusters Score -345744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345744.750000 Penalty: 816.100891
	Iteration 74Q: 3 clusters Score -345744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345744.750000 Penalty: 816.100891
	Iteration 75F: 3 clusters Score -345744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -165130.515625 Penalty: 374.757141
	Iteration 0F: 2 clusters Score -165130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -162556.187500 Penalty: 749.514282
	Iteration 0F: 3 clusters Score -162556.2 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -163440.406250 Penalty: 749.514282
	Iteration 1F: 3 clusters Score -163440.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -163602.921875 Penalty: 749.514282
	Iteration 2F: 3 clusters Score -163602.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -163806.125000 Penalty: 749.514282
	Iteration 3F: 3 clusters Score -163806.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -164054.312500 Penalty: 749.514282
	Iteration 4F: 3 clusters Score -164054.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -164354.968750 Penalty: 749.514282
	Iteration 5F: 3 clusters Score -164355 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -164591.062500 Penalty: 749.514282
	Iteration 6F: 3 clusters Score -164591.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -164711.546875 Penalty: 749.514282
	Iteration 7Q: 3 clusters Score -164711.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -164754.781250 Penalty: 749.514282
	Iteration 8Q: 3 clusters Score -164754.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -164776.859375 Penalty: 749.514282
	Iteration 9Q: 3 clusters Score -164776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -164790.546875 Penalty: 749.514282
	Iteration 10Q: 3 clusters Score -164790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -164797.703125 Penalty: 749.514282
	Iteration 11Q: 3 clusters Score -164797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -164803.031250 Penalty: 749.514282
	Iteration 12Q: 3 clusters Score -164803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -164803.031250 Penalty: 749.514282
	Iteration 13F: 3 clusters Score -164803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Entering Unmasked Estep 
Score: -939245.937500 Penalty: 453.390686
	Iteration 0F: 2 clusters Score -939245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -925158.687500 Penalty: 906.781372
	Iteration 0F: 3 clusters Score -925158.7 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -930804.750000 Penalty: 906.781372
	Iteration 1F: 3 clusters Score -930804.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -930977.562500 Penalty: 906.781372
	Iteration 2Q: 3 clusters Score -930977.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -931192.812500 Penalty: 906.781372
	Iteration 3Q: 3 clusters Score -931192.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -931559.562500 Penalty: 906.781372
	Iteration 4Q: 3 clusters Score -931559.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -932215.062500 Penalty: 906.781372
	Iteration 5Q: 3 clusters Score -932215.1 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -933374.312500 Penalty: 906.781372
	Iteration 6F: 3 clusters Score -933374.3 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -935198.375000 Penalty: 906.781372
	Iteration 7F: 3 clusters Score -935198.4 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -936962.937500 Penalty: 906.781372
	Iteration 8F: 3 clusters Score -936962.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -937900.375000 Penalty: 906.781372
	Iteration 9Q: 3 clusters Score -937900.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -938297.875000 Penalty: 906.781372
	Iteration 10Q: 3 clusters Score -938297.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -938518.375000 Penalty: 906.781372
	Iteration 11Q: 3 clusters Score -938518.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -938618.562500 Penalty: 906.781372
	Iteration 12Q: 3 clusters Score -938618.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -938685.625000 Penalty: 906.781372
	Iteration 13Q: 3 clusters Score -938685.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -938719.562500 Penalty: 906.781372
	Iteration 14Q: 3 clusters Score -938719.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -938732.875000 Penalty: 906.781372
	Iteration 15Q: 3 clusters Score -938732.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -938737.812500 Penalty: 906.781372
	Iteration 16Q: 3 clusters Score -938737.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -938742.437500 Penalty: 906.781372
	Iteration 17Q: 3 clusters Score -938742.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -938744.562500 Penalty: 906.781372
	Iteration 18Q: 3 clusters Score -938744.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -938749.250000 Penalty: 906.781372
	Iteration 19Q: 3 clusters Score -938749.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -938750.437500 Penalty: 906.781372
	Iteration 20F: 3 clusters Score -938750.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -938751.875000 Penalty: 906.781372
	Iteration 21Q: 3 clusters Score -938751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -938751.250000 Penalty: 906.781372
	Iteration 22Q: 3 clusters Score -938751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -938752.250000 Penalty: 906.781372
	Iteration 23Q: 3 clusters Score -938752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -938751.625000 Penalty: 906.781372
	Iteration 24Q: 3 clusters Score -938751.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -938752.062500 Penalty: 906.781372
	Iteration 25Q: 3 clusters Score -938752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -938752.562500 Penalty: 906.781372
	Iteration 26Q: 3 clusters Score -938752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -938752.375000 Penalty: 906.781372
	Iteration 27Q: 3 clusters Score -938752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -938752.625000 Penalty: 906.781372
	Iteration 28Q: 3 clusters Score -938752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -938752.937500 Penalty: 906.781372
	Iteration 29Q: 3 clusters Score -938752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -938753.500000 Penalty: 906.781372
	Iteration 30Q: 3 clusters Score -938753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -938752.875000 Penalty: 906.781372
	Iteration 31Q: 3 clusters Score -938752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -938753.187500 Penalty: 906.781372
	Iteration 32Q: 3 clusters Score -938753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -938754.312500 Penalty: 906.781372
	Iteration 33Q: 3 clusters Score -938754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -938753.375000 Penalty: 906.781372
	Iteration 34Q: 3 clusters Score -938753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -938753.375000 Penalty: 906.781372
	Iteration 35F: 3 clusters Score -938753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Entering Unmasked Estep 
Score: -1498936.375000 Penalty: 478.396271
	Iteration 0F: 2 clusters Score -1498936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1474202.375000 Penalty: 956.792542
	Iteration 0F: 3 clusters Score -1474202 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1485141.125000 Penalty: 956.792542
	Iteration 1F: 3 clusters Score -1485141 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1486034.000000 Penalty: 956.792542
	Iteration 2Q: 3 clusters Score -1486034 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -1487327.000000 Penalty: 956.792542
	Iteration 3F: 3 clusters Score -1487327 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1488943.375000 Penalty: 956.792542
	Iteration 4F: 3 clusters Score -1488943 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -1490781.250000 Penalty: 956.792542
	Iteration 5F: 3 clusters Score -1490781 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -1492273.375000 Penalty: 956.792542
	Iteration 6F: 3 clusters Score -1492273 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -1493149.875000 Penalty: 956.792542
	Iteration 7Q: 3 clusters Score -1493150 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1493681.750000 Penalty: 956.792542
	Iteration 8Q: 3 clusters Score -1493682 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1494084.875000 Penalty: 956.792542
	Iteration 9Q: 3 clusters Score -1494085 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -1494392.125000 Penalty: 956.792542
	Iteration 10Q: 3 clusters Score -1494392 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -1494640.125000 Penalty: 956.792542
	Iteration 11Q: 3 clusters Score -1494640 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -1494901.250000 Penalty: 956.792542
	Iteration 12Q: 3 clusters Score -1494901 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -1495183.875000 Penalty: 956.792542
	Iteration 13Q: 3 clusters Score -1495184 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -1495457.125000 Penalty: 956.792542
	Iteration 14Q: 3 clusters Score -1495457 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -1495737.875000 Penalty: 956.792542
	Iteration 15Q: 3 clusters Score -1495738 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -1496023.125000 Penalty: 956.792542
	Iteration 16Q: 3 clusters Score -1496023 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -1496323.125000 Penalty: 956.792542
	Iteration 17Q: 3 clusters Score -1496323 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -1496612.000000 Penalty: 956.792542
	Iteration 18Q: 3 clusters Score -1496612 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -1496896.375000 Penalty: 956.792542
	Iteration 19Q: 3 clusters Score -1496896 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -1497188.875000 Penalty: 956.792542
	Iteration 20F: 3 clusters Score -1497189 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -1497436.375000 Penalty: 956.792542
	Iteration 21Q: 3 clusters Score -1497436 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -1497675.500000 Penalty: 956.792542
	Iteration 22Q: 3 clusters Score -1497676 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -1497900.250000 Penalty: 956.792542
	Iteration 23Q: 3 clusters Score -1497900 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -1498078.625000 Penalty: 956.792542
	Iteration 24Q: 3 clusters Score -1498079 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -1498258.125000 Penalty: 956.792542
	Iteration 25Q: 3 clusters Score -1498258 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -1498417.000000 Penalty: 956.792542
	Iteration 26Q: 3 clusters Score -1498417 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -1498541.875000 Penalty: 956.792542
	Iteration 27Q: 3 clusters Score -1498542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -1498652.125000 Penalty: 956.792542
	Iteration 28Q: 3 clusters Score -1498652 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -1498719.500000 Penalty: 956.792542
	Iteration 29Q: 3 clusters Score -1498720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -1498763.000000 Penalty: 956.792542
	Iteration 30Q: 3 clusters Score -1498763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -1498798.375000 Penalty: 956.792542
	Iteration 31Q: 3 clusters Score -1498798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -1498821.125000 Penalty: 956.792542
	Iteration 32Q: 3 clusters Score -1498821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -1498833.750000 Penalty: 956.792542
	Iteration 33Q: 3 clusters Score -1498834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -1498846.500000 Penalty: 956.792542
	Iteration 34Q: 3 clusters Score -1498846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -1498854.875000 Penalty: 956.792542
	Iteration 35Q: 3 clusters Score -1498855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -1498866.500000 Penalty: 956.792542
	Iteration 36Q: 3 clusters Score -1498866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -1498876.750000 Penalty: 956.792542
	Iteration 37Q: 3 clusters Score -1498877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -1498887.625000 Penalty: 956.792542
	Iteration 38Q: 3 clusters Score -1498888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -1498891.000000 Penalty: 956.792542
	Iteration 39Q: 3 clusters Score -1498891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -1498891.625000 Penalty: 956.792542
	Iteration 40F: 3 clusters Score -1498892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -1498895.375000 Penalty: 956.792542
	Iteration 41Q: 3 clusters Score -1498895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -1498897.625000 Penalty: 956.792542
	Iteration 42Q: 3 clusters Score -1498898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -1498901.500000 Penalty: 956.792542
	Iteration 43Q: 3 clusters Score -1498902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -1498902.250000 Penalty: 956.792542
	Iteration 44Q: 3 clusters Score -1498902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -1498905.375000 Penalty: 956.792542
	Iteration 45Q: 3 clusters Score -1498905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -1498902.375000 Penalty: 956.792542
	Iteration 46Q: 3 clusters Score -1498902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -1498902.750000 Penalty: 956.792542
	Iteration 47Q: 3 clusters Score -1498903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -1498904.750000 Penalty: 956.792542
	Iteration 48Q: 3 clusters Score -1498905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -1498904.375000 Penalty: 956.792542
	Iteration 49Q: 3 clusters Score -1498904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1498904.875000 Penalty: 956.792542
	Iteration 50Q: 3 clusters Score -1498905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1498904.375000 Penalty: 956.792542
	Iteration 51Q: 3 clusters Score -1498904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1498904.375000 Penalty: 956.792542
	Iteration 52F: 3 clusters Score -1498904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (237837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237837 members 
Entering Unmasked Estep 
Score: -10428996.000000 Penalty: 563.260010
	Iteration 0F: 2 clusters Score -1.0429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -10267141.000000 Penalty: 1126.520020
	Iteration 0F: 3 clusters Score -1.026714e+07 nChanged 117290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119354 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -10338482.000000 Penalty: 1126.520020
	Iteration 1F: 3 clusters Score -1.033848e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -10341369.000000 Penalty: 1126.520020
	Iteration 2Q: 3 clusters Score -1.034137e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -10346417.000000 Penalty: 1126.520020
	Iteration 3Q: 3 clusters Score -1.034642e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 112669 members 
Entering Unmasked Estep 
Score: -10355953.000000 Penalty: 1126.520020
	Iteration 4F: 3 clusters Score -1.035595e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -10370392.000000 Penalty: 1126.520020
	Iteration 5F: 3 clusters Score -1.037039e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128347 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -10383052.000000 Penalty: 1126.520020
	Iteration 6F: 3 clusters Score -1.038305e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -10387983.000000 Penalty: 1126.520020
	Iteration 7F: 3 clusters Score -1.038798e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -10389275.000000 Penalty: 1126.520020
	Iteration 8Q: 3 clusters Score -1.038928e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 107447 members 
Entering Unmasked Estep 
Score: -10390035.000000 Penalty: 1126.520020
	Iteration 9Q: 3 clusters Score -1.039004e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -10390974.000000 Penalty: 1126.520020
	Iteration 10Q: 3 clusters Score -1.039097e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -10392046.000000 Penalty: 1126.520020
	Iteration 11Q: 3 clusters Score -1.039205e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -10393492.000000 Penalty: 1126.520020
	Iteration 12Q: 3 clusters Score -1.039349e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133578 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -10395512.000000 Penalty: 1126.520020
	Iteration 13Q: 3 clusters Score -1.039551e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -10398290.000000 Penalty: 1126.520020
	Iteration 14Q: 3 clusters Score -1.039829e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -10401977.000000 Penalty: 1126.520020
	Iteration 15Q: 3 clusters Score -1.040198e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -10407011.000000 Penalty: 1126.520020
	Iteration 16Q: 3 clusters Score -1.040701e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137932 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -10412625.000000 Penalty: 1126.520020
	Iteration 17Q: 3 clusters Score -1.041262e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -10418331.000000 Penalty: 1126.520020
	Iteration 18Q: 3 clusters Score -1.041833e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140798 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -10423026.000000 Penalty: 1126.520020
	Iteration 19Q: 3 clusters Score -1.042303e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -10426553.000000 Penalty: 1126.520020
	Iteration 20F: 3 clusters Score -1.042655e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -10428787.000000 Penalty: 1126.520020
	Iteration 21Q: 3 clusters Score -1.042879e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -10429925.000000 Penalty: 1126.520020
	Iteration 22Q: 3 clusters Score -1.042992e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -10430559.000000 Penalty: 1126.520020
	Iteration 23Q: 3 clusters Score -1.043056e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143781 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -10430881.000000 Penalty: 1126.520020
	Iteration 24Q: 3 clusters Score -1.043088e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -10430977.000000 Penalty: 1126.520020
	Iteration 25Q: 3 clusters Score -1.043098e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -10431036.000000 Penalty: 1126.520020
	Iteration 26Q: 3 clusters Score -1.043104e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -10431002.000000 Penalty: 1126.520020
	Iteration 27Q: 3 clusters Score -1.0431e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -10431015.000000 Penalty: 1126.520020
	Iteration 28Q: 3 clusters Score -1.043102e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -10431010.000000 Penalty: 1126.520020
	Iteration 29Q: 3 clusters Score -1.043101e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -10430993.000000 Penalty: 1126.520020
	Iteration 30Q: 3 clusters Score -1.043099e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144896 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -10430984.000000 Penalty: 1126.520020
	Iteration 31Q: 3 clusters Score -1.043098e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -10430976.000000 Penalty: 1126.520020
	Iteration 32Q: 3 clusters Score -1.043098e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -10430986.000000 Penalty: 1126.520020
	Iteration 33Q: 3 clusters Score -1.043099e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145275 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -10431003.000000 Penalty: 1126.520020
	Iteration 34Q: 3 clusters Score -1.0431e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -10430972.000000 Penalty: 1126.520020
	Iteration 35Q: 3 clusters Score -1.043097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145493 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -10430974.000000 Penalty: 1126.520020
	Iteration 36Q: 3 clusters Score -1.043097e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145592 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -10430977.000000 Penalty: 1126.520020
	Iteration 37Q: 3 clusters Score -1.043098e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -10430990.000000 Penalty: 1126.520020
	Iteration 38Q: 3 clusters Score -1.043099e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -10430992.000000 Penalty: 1126.520020
	Iteration 39Q: 3 clusters Score -1.043099e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -10430994.000000 Penalty: 1126.520020
	Iteration 40F: 3 clusters Score -1.043099e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146009 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -10431009.000000 Penalty: 1126.520020
	Iteration 41Q: 3 clusters Score -1.043101e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146114 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -10431018.000000 Penalty: 1126.520020
	Iteration 42Q: 3 clusters Score -1.043102e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146239 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -10431016.000000 Penalty: 1126.520020
	Iteration 43Q: 3 clusters Score -1.043102e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146364 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -10431000.000000 Penalty: 1126.520020
	Iteration 44Q: 3 clusters Score -1.0431e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146487 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -10431005.000000 Penalty: 1126.520020
	Iteration 45Q: 3 clusters Score -1.0431e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -10431002.000000 Penalty: 1126.520020
	Iteration 46Q: 3 clusters Score -1.0431e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146761 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -10431002.000000 Penalty: 1126.520020
	Iteration 47Q: 3 clusters Score -1.0431e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -10430976.000000 Penalty: 1126.520020
	Iteration 48Q: 3 clusters Score -1.043098e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10430962.000000 Penalty: 1126.520020
	Iteration 49Q: 3 clusters Score -1.043096e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -10430948.000000 Penalty: 1126.520020
	Iteration 50Q: 3 clusters Score -1.043095e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -10430947.000000 Penalty: 1126.520020
	Iteration 51Q: 3 clusters Score -1.043095e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -10430952.000000 Penalty: 1126.520020
	Iteration 52Q: 3 clusters Score -1.043095e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147779 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -10430948.000000 Penalty: 1126.520020
	Iteration 53Q: 3 clusters Score -1.043095e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -10430955.000000 Penalty: 1126.520020
	Iteration 54Q: 3 clusters Score -1.043096e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10430952.000000 Penalty: 1126.520020
	Iteration 55Q: 3 clusters Score -1.043095e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -10430915.000000 Penalty: 1126.520020
	Iteration 56Q: 3 clusters Score -1.043092e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -10430919.000000 Penalty: 1126.520020
	Iteration 57Q: 3 clusters Score -1.043092e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -10430942.000000 Penalty: 1126.520020
	Iteration 58Q: 3 clusters Score -1.043094e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -10430943.000000 Penalty: 1126.520020
	Iteration 59Q: 3 clusters Score -1.043094e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -10430954.000000 Penalty: 1126.520020
	Iteration 60F: 3 clusters Score -1.043095e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -10430968.000000 Penalty: 1126.520020
	Iteration 61Q: 3 clusters Score -1.043097e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -10430995.000000 Penalty: 1126.520020
	Iteration 62Q: 3 clusters Score -1.0431e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -10430994.000000 Penalty: 1126.520020
	Iteration 63Q: 3 clusters Score -1.043099e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -10430978.000000 Penalty: 1126.520020
	Iteration 64Q: 3 clusters Score -1.043098e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -10431035.000000 Penalty: 1126.520020
	Iteration 65Q: 3 clusters Score -1.043104e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -10431051.000000 Penalty: 1126.520020
	Iteration 66Q: 3 clusters Score -1.043105e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -10431032.000000 Penalty: 1126.520020
	Iteration 67Q: 3 clusters Score -1.043103e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -10431047.000000 Penalty: 1126.520020
	Iteration 68Q: 3 clusters Score -1.043105e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -10431051.000000 Penalty: 1126.520020
	Iteration 69Q: 3 clusters Score -1.043105e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -10431073.000000 Penalty: 1126.520020
	Iteration 70Q: 3 clusters Score -1.043107e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -10431043.000000 Penalty: 1126.520020
	Iteration 71Q: 3 clusters Score -1.043104e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -10431077.000000 Penalty: 1126.520020
	Iteration 72Q: 3 clusters Score -1.043108e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -10431066.000000 Penalty: 1126.520020
	Iteration 73Q: 3 clusters Score -1.043107e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -10431042.000000 Penalty: 1126.520020
	Iteration 74Q: 3 clusters Score -1.043104e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -10431034.000000 Penalty: 1126.520020
	Iteration 75Q: 3 clusters Score -1.043103e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152820 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -10431045.000000 Penalty: 1126.520020
	Iteration 76Q: 3 clusters Score -1.043104e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -10431010.000000 Penalty: 1126.520020
	Iteration 77Q: 3 clusters Score -1.043101e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10431024.000000 Penalty: 1126.520020
	Iteration 78Q: 3 clusters Score -1.043102e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -10431032.000000 Penalty: 1126.520020
	Iteration 79Q: 3 clusters Score -1.043103e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -10431012.000000 Penalty: 1126.520020
	Iteration 80F: 3 clusters Score -1.043101e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -10431041.000000 Penalty: 1126.520020
	Iteration 81Q: 3 clusters Score -1.043104e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10431034.000000 Penalty: 1126.520020
	Iteration 82Q: 3 clusters Score -1.043103e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -10431031.000000 Penalty: 1126.520020
	Iteration 83Q: 3 clusters Score -1.043103e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -10431024.000000 Penalty: 1126.520020
	Iteration 84Q: 3 clusters Score -1.043102e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -10431008.000000 Penalty: 1126.520020
	Iteration 85Q: 3 clusters Score -1.043101e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -10431017.000000 Penalty: 1126.520020
	Iteration 86Q: 3 clusters Score -1.043102e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -10431003.000000 Penalty: 1126.520020
	Iteration 87Q: 3 clusters Score -1.0431e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155450 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -10431019.000000 Penalty: 1126.520020
	Iteration 88Q: 3 clusters Score -1.043102e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -10430994.000000 Penalty: 1126.520020
	Iteration 89Q: 3 clusters Score -1.043099e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155898 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -10430989.000000 Penalty: 1126.520020
	Iteration 90Q: 3 clusters Score -1.043099e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -10431003.000000 Penalty: 1126.520020
	Iteration 91Q: 3 clusters Score -1.0431e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -10430977.000000 Penalty: 1126.520020
	Iteration 92Q: 3 clusters Score -1.043098e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -10430980.000000 Penalty: 1126.520020
	Iteration 93Q: 3 clusters Score -1.043098e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -10430986.000000 Penalty: 1126.520020
	Iteration 94Q: 3 clusters Score -1.043099e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10430976.000000 Penalty: 1126.520020
	Iteration 95Q: 3 clusters Score -1.043098e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -10430967.000000 Penalty: 1126.520020
	Iteration 96Q: 3 clusters Score -1.043097e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157397 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -10430954.000000 Penalty: 1126.520020
	Iteration 97Q: 3 clusters Score -1.043095e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -10430944.000000 Penalty: 1126.520020
	Iteration 98Q: 3 clusters Score -1.043094e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -10430947.000000 Penalty: 1126.520020
	Iteration 99Q: 3 clusters Score -1.043095e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -10430966.000000 Penalty: 1126.520020
	Iteration 100F: 3 clusters Score -1.043097e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -10430966.000000 Penalty: 1126.520020
	Iteration 101Q: 3 clusters Score -1.043097e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158282 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10430973.000000 Penalty: 1126.520020
	Iteration 102Q: 3 clusters Score -1.043097e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -10430988.000000 Penalty: 1126.520020
	Iteration 103Q: 3 clusters Score -1.043099e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -10430968.000000 Penalty: 1126.520020
	Iteration 104Q: 3 clusters Score -1.043097e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -10430953.000000 Penalty: 1126.520020
	Iteration 105Q: 3 clusters Score -1.043095e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -10430973.000000 Penalty: 1126.520020
	Iteration 106Q: 3 clusters Score -1.043097e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -10430962.000000 Penalty: 1126.520020
	Iteration 107Q: 3 clusters Score -1.043096e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -10430973.000000 Penalty: 1126.520020
	Iteration 108Q: 3 clusters Score -1.043097e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -10430987.000000 Penalty: 1126.520020
	Iteration 109Q: 3 clusters Score -1.043099e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -10430973.000000 Penalty: 1126.520020
	Iteration 110Q: 3 clusters Score -1.043097e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -10430951.000000 Penalty: 1126.520020
	Iteration 111Q: 3 clusters Score -1.043095e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -10430952.000000 Penalty: 1126.520020
	Iteration 112Q: 3 clusters Score -1.043095e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160392 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -10430939.000000 Penalty: 1126.520020
	Iteration 113Q: 3 clusters Score -1.043094e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -10430936.000000 Penalty: 1126.520020
	Iteration 114Q: 3 clusters Score -1.043094e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160647 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -10430940.000000 Penalty: 1126.520020
	Iteration 115Q: 3 clusters Score -1.043094e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -10430923.000000 Penalty: 1126.520020
	Iteration 116Q: 3 clusters Score -1.043092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10430953.000000 Penalty: 1126.520020
	Iteration 117Q: 3 clusters Score -1.043095e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -10430957.000000 Penalty: 1126.520020
	Iteration 118Q: 3 clusters Score -1.043096e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -10430960.000000 Penalty: 1126.520020
	Iteration 119Q: 3 clusters Score -1.043096e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -10430968.000000 Penalty: 1126.520020
	Iteration 120F: 3 clusters Score -1.043097e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -10430948.000000 Penalty: 1126.520020
	Iteration 121Q: 3 clusters Score -1.043095e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -10430939.000000 Penalty: 1126.520020
	Iteration 122Q: 3 clusters Score -1.043094e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -10430950.000000 Penalty: 1126.520020
	Iteration 123Q: 3 clusters Score -1.043095e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 1126.520020
	Iteration 124Q: 3 clusters Score -1.043094e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -10430942.000000 Penalty: 1126.520020
	Iteration 125Q: 3 clusters Score -1.043094e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -10430936.000000 Penalty: 1126.520020
	Iteration 126Q: 3 clusters Score -1.043094e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -10430948.000000 Penalty: 1126.520020
	Iteration 127Q: 3 clusters Score -1.043095e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -10430952.000000 Penalty: 1126.520020
	Iteration 128Q: 3 clusters Score -1.043095e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -10430949.000000 Penalty: 1126.520020
	Iteration 129Q: 3 clusters Score -1.043095e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -10430960.000000 Penalty: 1126.520020
	Iteration 130Q: 3 clusters Score -1.043096e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -10430955.000000 Penalty: 1126.520020
	Iteration 131Q: 3 clusters Score -1.043096e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -10430937.000000 Penalty: 1126.520020
	Iteration 132Q: 3 clusters Score -1.043094e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -10430920.000000 Penalty: 1126.520020
	Iteration 133Q: 3 clusters Score -1.043092e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -10430913.000000 Penalty: 1126.520020
	Iteration 134Q: 3 clusters Score -1.043091e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -10430893.000000 Penalty: 1126.520020
	Iteration 135Q: 3 clusters Score -1.043089e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -10430892.000000 Penalty: 1126.520020
	Iteration 136Q: 3 clusters Score -1.043089e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -10430886.000000 Penalty: 1126.520020
	Iteration 137Q: 3 clusters Score -1.043089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -10430901.000000 Penalty: 1126.520020
	Iteration 138Q: 3 clusters Score -1.04309e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -10430889.000000 Penalty: 1126.520020
	Iteration 139Q: 3 clusters Score -1.043089e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -10430884.000000 Penalty: 1126.520020
	Iteration 140F: 3 clusters Score -1.043088e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -10430883.000000 Penalty: 1126.520020
	Iteration 141Q: 3 clusters Score -1.043088e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165231 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -10430878.000000 Penalty: 1126.520020
	Iteration 142Q: 3 clusters Score -1.043088e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -10430868.000000 Penalty: 1126.520020
	Iteration 143Q: 3 clusters Score -1.043087e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165619 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -10430878.000000 Penalty: 1126.520020
	Iteration 144Q: 3 clusters Score -1.043088e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -10430868.000000 Penalty: 1126.520020
	Iteration 145Q: 3 clusters Score -1.043087e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -10430900.000000 Penalty: 1126.520020
	Iteration 146Q: 3 clusters Score -1.04309e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -10430925.000000 Penalty: 1126.520020
	Iteration 147Q: 3 clusters Score -1.043092e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -10430939.000000 Penalty: 1126.520020
	Iteration 148Q: 3 clusters Score -1.043094e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -10430921.000000 Penalty: 1126.520020
	Iteration 149Q: 3 clusters Score -1.043092e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -10430911.000000 Penalty: 1126.520020
	Iteration 150Q: 3 clusters Score -1.043091e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -10430896.000000 Penalty: 1126.520020
	Iteration 151Q: 3 clusters Score -1.04309e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -10430905.000000 Penalty: 1126.520020
	Iteration 152Q: 3 clusters Score -1.04309e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -10430920.000000 Penalty: 1126.520020
	Iteration 153Q: 3 clusters Score -1.043092e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167584 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -10430877.000000 Penalty: 1126.520020
	Iteration 154Q: 3 clusters Score -1.043088e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167740 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -10430842.000000 Penalty: 1126.520020
	Iteration 155Q: 3 clusters Score -1.043084e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -10430825.000000 Penalty: 1126.520020
	Iteration 156Q: 3 clusters Score -1.043082e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168065 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -10430827.000000 Penalty: 1126.520020
	Iteration 157Q: 3 clusters Score -1.043083e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -10430818.000000 Penalty: 1126.520020
	Iteration 158Q: 3 clusters Score -1.043082e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -10430818.000000 Penalty: 1126.520020
	Iteration 159Q: 3 clusters Score -1.043082e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -10430807.000000 Penalty: 1126.520020
	Iteration 160F: 3 clusters Score -1.043081e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -10430824.000000 Penalty: 1126.520020
	Iteration 161Q: 3 clusters Score -1.043082e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -10430809.000000 Penalty: 1126.520020
	Iteration 162Q: 3 clusters Score -1.043081e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -10430807.000000 Penalty: 1126.520020
	Iteration 163Q: 3 clusters Score -1.043081e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -10430813.000000 Penalty: 1126.520020
	Iteration 164Q: 3 clusters Score -1.043081e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169101 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -10430822.000000 Penalty: 1126.520020
	Iteration 165Q: 3 clusters Score -1.043082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169229 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -10430809.000000 Penalty: 1126.520020
	Iteration 166Q: 3 clusters Score -1.043081e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -10430811.000000 Penalty: 1126.520020
	Iteration 167Q: 3 clusters Score -1.043081e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -10430814.000000 Penalty: 1126.520020
	Iteration 168Q: 3 clusters Score -1.043081e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -10430807.000000 Penalty: 1126.520020
	Iteration 169Q: 3 clusters Score -1.043081e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -10430815.000000 Penalty: 1126.520020
	Iteration 170Q: 3 clusters Score -1.043082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -10430817.000000 Penalty: 1126.520020
	Iteration 171Q: 3 clusters Score -1.043082e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 1126.520020
	Iteration 172Q: 3 clusters Score -1.043081e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169999 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -10430803.000000 Penalty: 1126.520020
	Iteration 173Q: 3 clusters Score -1.04308e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -10430803.000000 Penalty: 1126.520020
	Iteration 174Q: 3 clusters Score -1.04308e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -10430795.000000 Penalty: 1126.520020
	Iteration 175Q: 3 clusters Score -1.04308e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -10430806.000000 Penalty: 1126.520020
	Iteration 176Q: 3 clusters Score -1.043081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -10430800.000000 Penalty: 1126.520020
	Iteration 177Q: 3 clusters Score -1.04308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -10430811.000000 Penalty: 1126.520020
	Iteration 178Q: 3 clusters Score -1.043081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 1126.520020
	Iteration 179Q: 3 clusters Score -1.043081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -10430809.000000 Penalty: 1126.520020
	Iteration 180F: 3 clusters Score -1.043081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -10430818.000000 Penalty: 1126.520020
	Iteration 181Q: 3 clusters Score -1.043082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -10430822.000000 Penalty: 1126.520020
	Iteration 182Q: 3 clusters Score -1.043082e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170554 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -10430812.000000 Penalty: 1126.520020
	Iteration 183Q: 3 clusters Score -1.043081e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170617 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -10430803.000000 Penalty: 1126.520020
	Iteration 184Q: 3 clusters Score -1.04308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 1126.520020
	Iteration 185Q: 3 clusters Score -1.043081e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 1126.520020
	Iteration 186Q: 3 clusters Score -1.043081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -10430812.000000 Penalty: 1126.520020
	Iteration 187Q: 3 clusters Score -1.043081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -10430827.000000 Penalty: 1126.520020
	Iteration 188Q: 3 clusters Score -1.043083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170831 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -10430825.000000 Penalty: 1126.520020
	Iteration 189Q: 3 clusters Score -1.043082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -10430831.000000 Penalty: 1126.520020
	Iteration 190Q: 3 clusters Score -1.043083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -10430836.000000 Penalty: 1126.520020
	Iteration 191Q: 3 clusters Score -1.043084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170905 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -10430834.000000 Penalty: 1126.520020
	Iteration 192Q: 3 clusters Score -1.043083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -10430830.000000 Penalty: 1126.520020
	Iteration 193Q: 3 clusters Score -1.043083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -10430815.000000 Penalty: 1126.520020
	Iteration 194Q: 3 clusters Score -1.043082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170968 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -10430815.000000 Penalty: 1126.520020
	Iteration 195Q: 3 clusters Score -1.043082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -10430813.000000 Penalty: 1126.520020
	Iteration 196Q: 3 clusters Score -1.043081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -10430807.000000 Penalty: 1126.520020
	Iteration 197Q: 3 clusters Score -1.043081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -10430800.000000 Penalty: 1126.520020
	Iteration 198Q: 3 clusters Score -1.04308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -10430807.000000 Penalty: 1126.520020
	Iteration 199Q: 3 clusters Score -1.043081e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -10430800.000000 Penalty: 1126.520020
	Iteration 200F: 3 clusters Score -1.04308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -10430809.000000 Penalty: 1126.520020
	Iteration 201Q: 3 clusters Score -1.043081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -10430813.000000 Penalty: 1126.520020
	Iteration 202Q: 3 clusters Score -1.043081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 1126.520020
	Iteration 203Q: 3 clusters Score -1.043081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -10430806.000000 Penalty: 1126.520020
	Iteration 204Q: 3 clusters Score -1.043081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -10430802.000000 Penalty: 1126.520020
	Iteration 205Q: 3 clusters Score -1.04308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171265 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -10430806.000000 Penalty: 1126.520020
	Iteration 206Q: 3 clusters Score -1.043081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -10430799.000000 Penalty: 1126.520020
	Iteration 207Q: 3 clusters Score -1.04308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -10430790.000000 Penalty: 1126.520020
	Iteration 208Q: 3 clusters Score -1.043079e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -10430781.000000 Penalty: 1126.520020
	Iteration 209Q: 3 clusters Score -1.043078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -10430792.000000 Penalty: 1126.520020
	Iteration 210Q: 3 clusters Score -1.043079e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -10430774.000000 Penalty: 1126.520020
	Iteration 211Q: 3 clusters Score -1.043077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -10430765.000000 Penalty: 1126.520020
	Iteration 212Q: 3 clusters Score -1.043076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -10430766.000000 Penalty: 1126.520020
	Iteration 213Q: 3 clusters Score -1.043077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -10430754.000000 Penalty: 1126.520020
	Iteration 214Q: 3 clusters Score -1.043075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -10430764.000000 Penalty: 1126.520020
	Iteration 215Q: 3 clusters Score -1.043076e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -10430764.000000 Penalty: 1126.520020
	Iteration 216Q: 3 clusters Score -1.043076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -10430746.000000 Penalty: 1126.520020
	Iteration 217Q: 3 clusters Score -1.043075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -10430746.000000 Penalty: 1126.520020
	Iteration 218Q: 3 clusters Score -1.043075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -10430747.000000 Penalty: 1126.520020
	Iteration 219Q: 3 clusters Score -1.043075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 220F: 3 clusters Score -1.043074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -10430742.000000 Penalty: 1126.520020
	Iteration 221Q: 3 clusters Score -1.043074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -10430735.000000 Penalty: 1126.520020
	Iteration 222Q: 3 clusters Score -1.043074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -10430738.000000 Penalty: 1126.520020
	Iteration 223Q: 3 clusters Score -1.043074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -10430735.000000 Penalty: 1126.520020
	Iteration 224Q: 3 clusters Score -1.043074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -10430729.000000 Penalty: 1126.520020
	Iteration 225Q: 3 clusters Score -1.043073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172055 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -10430735.000000 Penalty: 1126.520020
	Iteration 226Q: 3 clusters Score -1.043074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -10430736.000000 Penalty: 1126.520020
	Iteration 227Q: 3 clusters Score -1.043074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172102 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -10430735.000000 Penalty: 1126.520020
	Iteration 228Q: 3 clusters Score -1.043074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -10430735.000000 Penalty: 1126.520020
	Iteration 229Q: 3 clusters Score -1.043074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 230Q: 3 clusters Score -1.043074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -10430736.000000 Penalty: 1126.520020
	Iteration 231Q: 3 clusters Score -1.043074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172160 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -10430741.000000 Penalty: 1126.520020
	Iteration 232Q: 3 clusters Score -1.043074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -10430753.000000 Penalty: 1126.520020
	Iteration 233Q: 3 clusters Score -1.043075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -10430752.000000 Penalty: 1126.520020
	Iteration 234Q: 3 clusters Score -1.043075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -10430754.000000 Penalty: 1126.520020
	Iteration 235Q: 3 clusters Score -1.043075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -10430749.000000 Penalty: 1126.520020
	Iteration 236Q: 3 clusters Score -1.043075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172257 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -10430742.000000 Penalty: 1126.520020
	Iteration 237Q: 3 clusters Score -1.043074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -10430743.000000 Penalty: 1126.520020
	Iteration 238Q: 3 clusters Score -1.043074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -10430751.000000 Penalty: 1126.520020
	Iteration 239Q: 3 clusters Score -1.043075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172345 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -10430745.000000 Penalty: 1126.520020
	Iteration 240F: 3 clusters Score -1.043074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -10430739.000000 Penalty: 1126.520020
	Iteration 241Q: 3 clusters Score -1.043074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -10430754.000000 Penalty: 1126.520020
	Iteration 242Q: 3 clusters Score -1.043075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 243Q: 3 clusters Score -1.043074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 244Q: 3 clusters Score -1.043074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -10430750.000000 Penalty: 1126.520020
	Iteration 245Q: 3 clusters Score -1.043075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -10430758.000000 Penalty: 1126.520020
	Iteration 246Q: 3 clusters Score -1.043076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -10430771.000000 Penalty: 1126.520020
	Iteration 247Q: 3 clusters Score -1.043077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -10430769.000000 Penalty: 1126.520020
	Iteration 248Q: 3 clusters Score -1.043077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -10430759.000000 Penalty: 1126.520020
	Iteration 249Q: 3 clusters Score -1.043076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -10430739.000000 Penalty: 1126.520020
	Iteration 250Q: 3 clusters Score -1.043074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -10430742.000000 Penalty: 1126.520020
	Iteration 251Q: 3 clusters Score -1.043074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -10430752.000000 Penalty: 1126.520020
	Iteration 252Q: 3 clusters Score -1.043075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10430745.000000 Penalty: 1126.520020
	Iteration 253Q: 3 clusters Score -1.043074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -10430741.000000 Penalty: 1126.520020
	Iteration 254Q: 3 clusters Score -1.043074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -10430731.000000 Penalty: 1126.520020
	Iteration 255Q: 3 clusters Score -1.043073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -10430745.000000 Penalty: 1126.520020
	Iteration 256Q: 3 clusters Score -1.043074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -10430759.000000 Penalty: 1126.520020
	Iteration 257Q: 3 clusters Score -1.043076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -10430749.000000 Penalty: 1126.520020
	Iteration 258Q: 3 clusters Score -1.043075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -10430746.000000 Penalty: 1126.520020
	Iteration 259Q: 3 clusters Score -1.043075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -10430748.000000 Penalty: 1126.520020
	Iteration 260F: 3 clusters Score -1.043075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -10430754.000000 Penalty: 1126.520020
	Iteration 261Q: 3 clusters Score -1.043075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172826 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -10430746.000000 Penalty: 1126.520020
	Iteration 262Q: 3 clusters Score -1.043075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -10430751.000000 Penalty: 1126.520020
	Iteration 263Q: 3 clusters Score -1.043075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -10430750.000000 Penalty: 1126.520020
	Iteration 264Q: 3 clusters Score -1.043075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172856 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -10430753.000000 Penalty: 1126.520020
	Iteration 265Q: 3 clusters Score -1.043075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -10430749.000000 Penalty: 1126.520020
	Iteration 266Q: 3 clusters Score -1.043075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172872 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -10430749.000000 Penalty: 1126.520020
	Iteration 267Q: 3 clusters Score -1.043075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 268Q: 3 clusters Score -1.043074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -10430744.000000 Penalty: 1126.520020
	Iteration 269Q: 3 clusters Score -1.043074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172877 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -10430750.000000 Penalty: 1126.520020
	Iteration 270Q: 3 clusters Score -1.043075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -10430747.000000 Penalty: 1126.520020
	Iteration 271Q: 3 clusters Score -1.043075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -10430747.000000 Penalty: 1126.520020
	Iteration 272F: 3 clusters Score -1.043075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 47810 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 21261 members 
Mstep: Class 7 contains 36835 members 
Mstep: Class 8 contains 172878 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 99198 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 37878 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 158265 members 
Mstep: Class 18 contains 45196 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223344 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 125112 members 
Mstep: Class 25 contains 8799 members 
Mstep: Class 26 contains 64959 members 
Entering Unmasked Estep 
Score: -46951900.000000 Penalty: 16473.486328
Splitting cluster 8 changes total score from -46949948.000000 to -46951900.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -420293.250000 Penalty: 418.100159
	Iteration 0F: 2 clusters Score -420293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -413819.468750 Penalty: 836.200317
	Iteration 0F: 3 clusters Score -413819.5 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -416756.625000 Penalty: 836.200317
	Iteration 1F: 3 clusters Score -416756.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -417301.468750 Penalty: 836.200317
	Iteration 2F: 3 clusters Score -417301.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -418013.062500 Penalty: 836.200317
	Iteration 3F: 3 clusters Score -418013.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -418672.875000 Penalty: 836.200317
	Iteration 4F: 3 clusters Score -418672.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -419107.687500 Penalty: 836.200317
	Iteration 5F: 3 clusters Score -419107.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -419336.500000 Penalty: 836.200317
	Iteration 6Q: 3 clusters Score -419336.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -419479.375000 Penalty: 836.200317
	Iteration 7Q: 3 clusters Score -419479.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -419594.750000 Penalty: 836.200317
	Iteration 8Q: 3 clusters Score -419594.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -419685.375000 Penalty: 836.200317
	Iteration 9Q: 3 clusters Score -419685.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -419770.312500 Penalty: 836.200317
	Iteration 10Q: 3 clusters Score -419770.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -419836.375000 Penalty: 836.200317
	Iteration 11Q: 3 clusters Score -419836.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -419884.968750 Penalty: 836.200317
	Iteration 12Q: 3 clusters Score -419885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -419925.718750 Penalty: 836.200317
	Iteration 13Q: 3 clusters Score -419925.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -419948.562500 Penalty: 836.200317
	Iteration 14Q: 3 clusters Score -419948.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -419965.750000 Penalty: 836.200317
	Iteration 15Q: 3 clusters Score -419965.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -419982.906250 Penalty: 836.200317
	Iteration 16Q: 3 clusters Score -419982.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -420000.468750 Penalty: 836.200317
	Iteration 17Q: 3 clusters Score -420000.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -420015.125000 Penalty: 836.200317
	Iteration 18Q: 3 clusters Score -420015.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -420026.500000 Penalty: 836.200317
	Iteration 19Q: 3 clusters Score -420026.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -420037.718750 Penalty: 836.200317
	Iteration 20F: 3 clusters Score -420037.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -420048.312500 Penalty: 836.200317
	Iteration 21Q: 3 clusters Score -420048.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -420059.718750 Penalty: 836.200317
	Iteration 22Q: 3 clusters Score -420059.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -420070.625000 Penalty: 836.200317
	Iteration 23Q: 3 clusters Score -420070.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -420078.593750 Penalty: 836.200317
	Iteration 24Q: 3 clusters Score -420078.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -420083.562500 Penalty: 836.200317
	Iteration 25Q: 3 clusters Score -420083.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -420088.531250 Penalty: 836.200317
	Iteration 26Q: 3 clusters Score -420088.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -420093.406250 Penalty: 836.200317
	Iteration 27Q: 3 clusters Score -420093.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420096.906250 Penalty: 836.200317
	Iteration 28Q: 3 clusters Score -420096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -420100.906250 Penalty: 836.200317
	Iteration 29Q: 3 clusters Score -420100.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -420107.093750 Penalty: 836.200317
	Iteration 30Q: 3 clusters Score -420107.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -420110.718750 Penalty: 836.200317
	Iteration 31Q: 3 clusters Score -420110.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420115.687500 Penalty: 836.200317
	Iteration 32Q: 3 clusters Score -420115.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -420120.218750 Penalty: 836.200317
	Iteration 33Q: 3 clusters Score -420120.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -420123.531250 Penalty: 836.200317
	Iteration 34Q: 3 clusters Score -420123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -420125.125000 Penalty: 836.200317
	Iteration 35Q: 3 clusters Score -420125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -420126.031250 Penalty: 836.200317
	Iteration 36Q: 3 clusters Score -420126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -420129.093750 Penalty: 836.200317
	Iteration 37Q: 3 clusters Score -420129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -420128.687500 Penalty: 836.200317
	Iteration 38Q: 3 clusters Score -420128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -420129.437500 Penalty: 836.200317
	Iteration 39Q: 3 clusters Score -420129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -420131.062500 Penalty: 836.200317
	Iteration 40F: 3 clusters Score -420131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -420132.062500 Penalty: 836.200317
	Iteration 41Q: 3 clusters Score -420132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -420133.125000 Penalty: 836.200317
	Iteration 42Q: 3 clusters Score -420133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -420134.000000 Penalty: 836.200317
	Iteration 43Q: 3 clusters Score -420134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -420134.625000 Penalty: 836.200317
	Iteration 44Q: 3 clusters Score -420134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -420134.437500 Penalty: 836.200317
	Iteration 45Q: 3 clusters Score -420134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -420133.406250 Penalty: 836.200317
	Iteration 46Q: 3 clusters Score -420133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -420134.625000 Penalty: 836.200317
	Iteration 47Q: 3 clusters Score -420134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -420135.187500 Penalty: 836.200317
	Iteration 48Q: 3 clusters Score -420135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -420135.187500 Penalty: 836.200317
	Iteration 49F: 3 clusters Score -420135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Entering Unmasked Estep 
Score: -4518002.500000 Penalty: 523.471741
	Iteration 0F: 2 clusters Score -4518002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -4450868.500000 Penalty: 1046.943481
	Iteration 0F: 3 clusters Score -4450868 nChanged 48588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -4480223.500000 Penalty: 1046.943481
	Iteration 1F: 3 clusters Score -4480224 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -4480952.500000 Penalty: 1046.943481
	Iteration 2Q: 3 clusters Score -4480952 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -4481933.000000 Penalty: 1046.943481
	Iteration 3Q: 3 clusters Score -4481933 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -4483132.000000 Penalty: 1046.943481
	Iteration 4Q: 3 clusters Score -4483132 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -4485051.000000 Penalty: 1046.943481
	Iteration 5Q: 3 clusters Score -4485051 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -4488279.500000 Penalty: 1046.943481
	Iteration 6F: 3 clusters Score -4488280 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -4493627.500000 Penalty: 1046.943481
	Iteration 7F: 3 clusters Score -4493628 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -4501167.500000 Penalty: 1046.943481
	Iteration 8F: 3 clusters Score -4501168 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -4508556.500000 Penalty: 1046.943481
	Iteration 9F: 3 clusters Score -4508556 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -4513312.000000 Penalty: 1046.943481
	Iteration 10Q: 3 clusters Score -4513312 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -4515503.000000 Penalty: 1046.943481
	Iteration 11Q: 3 clusters Score -4515503 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -4516510.000000 Penalty: 1046.943481
	Iteration 12Q: 3 clusters Score -4516510 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -4517011.500000 Penalty: 1046.943481
	Iteration 13Q: 3 clusters Score -4517012 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -4517270.000000 Penalty: 1046.943481
	Iteration 14Q: 3 clusters Score -4517270 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -4517410.500000 Penalty: 1046.943481
	Iteration 15Q: 3 clusters Score -4517410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -4517478.500000 Penalty: 1046.943481
	Iteration 16Q: 3 clusters Score -4517478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -4517520.000000 Penalty: 1046.943481
	Iteration 17Q: 3 clusters Score -4517520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -4517543.000000 Penalty: 1046.943481
	Iteration 18Q: 3 clusters Score -4517543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -4517560.000000 Penalty: 1046.943481
	Iteration 19Q: 3 clusters Score -4517560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -4517572.500000 Penalty: 1046.943481
	Iteration 20F: 3 clusters Score -4517572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -4517579.500000 Penalty: 1046.943481
	Iteration 21Q: 3 clusters Score -4517580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -4517583.500000 Penalty: 1046.943481
	Iteration 22Q: 3 clusters Score -4517584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -4517591.500000 Penalty: 1046.943481
	Iteration 23Q: 3 clusters Score -4517592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -4517595.000000 Penalty: 1046.943481
	Iteration 24Q: 3 clusters Score -4517595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -4517598.000000 Penalty: 1046.943481
	Iteration 25Q: 3 clusters Score -4517598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -4517601.500000 Penalty: 1046.943481
	Iteration 26Q: 3 clusters Score -4517602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -4517599.000000 Penalty: 1046.943481
	Iteration 27Q: 3 clusters Score -4517599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -4517600.500000 Penalty: 1046.943481
	Iteration 28Q: 3 clusters Score -4517600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -4517600.000000 Penalty: 1046.943481
	Iteration 29Q: 3 clusters Score -4517600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -4517600.000000 Penalty: 1046.943481
	Iteration 30F: 3 clusters Score -4517600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -183777.203125 Penalty: 380.986176
	Iteration 0F: 2 clusters Score -183777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -180874.343750 Penalty: 761.972351
	Iteration 0F: 3 clusters Score -180874.3 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -181863.140625 Penalty: 761.972351
	Iteration 1F: 3 clusters Score -181863.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -182014.109375 Penalty: 761.972351
	Iteration 2F: 3 clusters Score -182014.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -182213.500000 Penalty: 761.972351
	Iteration 3F: 3 clusters Score -182213.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -182489.578125 Penalty: 761.972351
	Iteration 4F: 3 clusters Score -182489.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -182737.265625 Penalty: 761.972351
	Iteration 5F: 3 clusters Score -182737.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -182939.093750 Penalty: 761.972351
	Iteration 6F: 3 clusters Score -182939.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -183083.015625 Penalty: 761.972351
	Iteration 7F: 3 clusters Score -183083 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -183198.453125 Penalty: 761.972351
	Iteration 8Q: 3 clusters Score -183198.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -183271.093750 Penalty: 761.972351
	Iteration 9Q: 3 clusters Score -183271.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -183313.421875 Penalty: 761.972351
	Iteration 10Q: 3 clusters Score -183313.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -183341.156250 Penalty: 761.972351
	Iteration 11Q: 3 clusters Score -183341.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -183368.671875 Penalty: 761.972351
	Iteration 12Q: 3 clusters Score -183368.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -183393.359375 Penalty: 761.972351
	Iteration 13Q: 3 clusters Score -183393.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -183416.656250 Penalty: 761.972351
	Iteration 14Q: 3 clusters Score -183416.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -183437.265625 Penalty: 761.972351
	Iteration 15Q: 3 clusters Score -183437.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -183451.328125 Penalty: 761.972351
	Iteration 16Q: 3 clusters Score -183451.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -183460.328125 Penalty: 761.972351
	Iteration 17Q: 3 clusters Score -183460.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183472.062500 Penalty: 761.972351
	Iteration 18Q: 3 clusters Score -183472.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -183480.875000 Penalty: 761.972351
	Iteration 19Q: 3 clusters Score -183480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -183487.875000 Penalty: 761.972351
	Iteration 20F: 3 clusters Score -183487.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -183500.640625 Penalty: 761.972351
	Iteration 21Q: 3 clusters Score -183500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -183512.109375 Penalty: 761.972351
	Iteration 22Q: 3 clusters Score -183512.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183522.843750 Penalty: 761.972351
	Iteration 23Q: 3 clusters Score -183522.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183533.546875 Penalty: 761.972351
	Iteration 24Q: 3 clusters Score -183533.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -183545.156250 Penalty: 761.972351
	Iteration 25Q: 3 clusters Score -183545.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183557.187500 Penalty: 761.972351
	Iteration 26Q: 3 clusters Score -183557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -183565.031250 Penalty: 761.972351
	Iteration 27Q: 3 clusters Score -183565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183572.156250 Penalty: 761.972351
	Iteration 28Q: 3 clusters Score -183572.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -183579.625000 Penalty: 761.972351
	Iteration 29Q: 3 clusters Score -183579.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183586.421875 Penalty: 761.972351
	Iteration 30Q: 3 clusters Score -183586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -183589.218750 Penalty: 761.972351
	Iteration 31Q: 3 clusters Score -183589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -183591.000000 Penalty: 761.972351
	Iteration 32Q: 3 clusters Score -183591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -183591.984375 Penalty: 761.972351
	Iteration 33Q: 3 clusters Score -183592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183593.812500 Penalty: 761.972351
	Iteration 34Q: 3 clusters Score -183593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183594.500000 Penalty: 761.972351
	Iteration 35Q: 3 clusters Score -183594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -183597.453125 Penalty: 761.972351
	Iteration 36Q: 3 clusters Score -183597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183598.765625 Penalty: 761.972351
	Iteration 37Q: 3 clusters Score -183598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183599.500000 Penalty: 761.972351
	Iteration 38Q: 3 clusters Score -183599.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183600.687500 Penalty: 761.972351
	Iteration 39Q: 3 clusters Score -183600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -183601.578125 Penalty: 761.972351
	Iteration 40F: 3 clusters Score -183601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -183602.218750 Penalty: 761.972351
	Iteration 41Q: 3 clusters Score -183602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183603.281250 Penalty: 761.972351
	Iteration 42Q: 3 clusters Score -183603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -183604.875000 Penalty: 761.972351
	Iteration 43Q: 3 clusters Score -183604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183607.812500 Penalty: 761.972351
	Iteration 44Q: 3 clusters Score -183607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -183610.015625 Penalty: 761.972351
	Iteration 45Q: 3 clusters Score -183610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -183611.718750 Penalty: 761.972351
	Iteration 46Q: 3 clusters Score -183611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -183613.218750 Penalty: 761.972351
	Iteration 47Q: 3 clusters Score -183613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -183615.218750 Penalty: 761.972351
	Iteration 48Q: 3 clusters Score -183615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183616.484375 Penalty: 761.972351
	Iteration 49Q: 3 clusters Score -183616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -183617.718750 Penalty: 761.972351
	Iteration 50Q: 3 clusters Score -183617.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183621.046875 Penalty: 761.972351
	Iteration 51Q: 3 clusters Score -183621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -183622.671875 Penalty: 761.972351
	Iteration 52Q: 3 clusters Score -183622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -183623.625000 Penalty: 761.972351
	Iteration 53Q: 3 clusters Score -183623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -183625.078125 Penalty: 761.972351
	Iteration 54Q: 3 clusters Score -183625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -183627.843750 Penalty: 761.972351
	Iteration 55Q: 3 clusters Score -183627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -183630.875000 Penalty: 761.972351
	Iteration 56Q: 3 clusters Score -183630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -183633.093750 Penalty: 761.972351
	Iteration 57Q: 3 clusters Score -183633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -183635.031250 Penalty: 761.972351
	Iteration 58Q: 3 clusters Score -183635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -183635.593750 Penalty: 761.972351
	Iteration 59Q: 3 clusters Score -183635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183637.031250 Penalty: 761.972351
	Iteration 60F: 3 clusters Score -183637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -183637.031250 Penalty: 761.972351
	Iteration 61Q: 3 clusters Score -183637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -183637.796875 Penalty: 761.972351
	Iteration 62Q: 3 clusters Score -183637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -183638.406250 Penalty: 761.972351
	Iteration 63Q: 3 clusters Score -183638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -183638.890625 Penalty: 761.972351
	Iteration 64Q: 3 clusters Score -183638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -183638.890625 Penalty: 761.972351
	Iteration 65F: 3 clusters Score -183638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Entering Unmasked Estep 
Score: -1681989.625000 Penalty: 479.666718
	Iteration 0F: 2 clusters Score -1681990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1656653.500000 Penalty: 959.333435
	Iteration 0F: 3 clusters Score -1656654 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1667659.000000 Penalty: 959.333435
	Iteration 1F: 3 clusters Score -1667659 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1668432.875000 Penalty: 959.333435
	Iteration 2Q: 3 clusters Score -1668433 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -1669771.625000 Penalty: 959.333435
	Iteration 3F: 3 clusters Score -1669772 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1672117.000000 Penalty: 959.333435
	Iteration 4F: 3 clusters Score -1672117 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -1675624.375000 Penalty: 959.333435
	Iteration 5F: 3 clusters Score -1675624 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -1678914.250000 Penalty: 959.333435
	Iteration 6F: 3 clusters Score -1678914 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -1680739.375000 Penalty: 959.333435
	Iteration 7Q: 3 clusters Score -1680739 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -1681385.125000 Penalty: 959.333435
	Iteration 8Q: 3 clusters Score -1681385 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -1681513.750000 Penalty: 959.333435
	Iteration 9Q: 3 clusters Score -1681514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -1681543.250000 Penalty: 959.333435
	Iteration 10Q: 3 clusters Score -1681543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -1681550.375000 Penalty: 959.333435
	Iteration 11Q: 3 clusters Score -1681550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -1681566.375000 Penalty: 959.333435
	Iteration 12Q: 3 clusters Score -1681566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -1681574.250000 Penalty: 959.333435
	Iteration 13Q: 3 clusters Score -1681574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -1681574.625000 Penalty: 959.333435
	Iteration 14Q: 3 clusters Score -1681575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -1681574.625000 Penalty: 959.333435
	Iteration 15F: 3 clusters Score -1681575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -37514.027344 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -37514.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36787.589844 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -36787.59 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36973.015625 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -36973.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37037.292969 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -37037.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37098.683594 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -37098.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37171.968750 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -37171.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37235.429688 Penalty: 618.307373
	Iteration 5F: 3 clusters Score -37235.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37270.300781 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -37270.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37302.296875 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -37302.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37326.906250 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -37326.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37348.308594 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -37348.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37367.578125 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -37367.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37377.703125 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -37377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37382.625000 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -37382.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37390.027344 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -37390.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37390.882812 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -37390.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37390.882812 Penalty: 618.307373
	Iteration 15F: 3 clusters Score -37390.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -380347.500000 Penalty: 412.513885
	Iteration 0F: 2 clusters Score -380347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -374577.843750 Penalty: 825.027771
	Iteration 0F: 3 clusters Score -374577.8 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -376898.875000 Penalty: 825.027771
	Iteration 1F: 3 clusters Score -376898.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -377191.656250 Penalty: 825.027771
	Iteration 2F: 3 clusters Score -377191.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -377594.562500 Penalty: 825.027771
	Iteration 3F: 3 clusters Score -377594.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -378194.031250 Penalty: 825.027771
	Iteration 4F: 3 clusters Score -378194 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -378785.593750 Penalty: 825.027771
	Iteration 5F: 3 clusters Score -378785.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -379266.312500 Penalty: 825.027771
	Iteration 6Q: 3 clusters Score -379266.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -379549.187500 Penalty: 825.027771
	Iteration 7Q: 3 clusters Score -379549.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -379698.562500 Penalty: 825.027771
	Iteration 8Q: 3 clusters Score -379698.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -379783.000000 Penalty: 825.027771
	Iteration 9Q: 3 clusters Score -379783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -379840.875000 Penalty: 825.027771
	Iteration 10Q: 3 clusters Score -379840.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -379892.031250 Penalty: 825.027771
	Iteration 11Q: 3 clusters Score -379892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -379916.812500 Penalty: 825.027771
	Iteration 12Q: 3 clusters Score -379916.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -379940.062500 Penalty: 825.027771
	Iteration 13Q: 3 clusters Score -379940.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -379957.156250 Penalty: 825.027771
	Iteration 14Q: 3 clusters Score -379957.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -379971.812500 Penalty: 825.027771
	Iteration 15Q: 3 clusters Score -379971.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -379985.968750 Penalty: 825.027771
	Iteration 16Q: 3 clusters Score -379986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -379996.218750 Penalty: 825.027771
	Iteration 17Q: 3 clusters Score -379996.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -380001.906250 Penalty: 825.027771
	Iteration 18Q: 3 clusters Score -380001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -380008.687500 Penalty: 825.027771
	Iteration 19Q: 3 clusters Score -380008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -380014.500000 Penalty: 825.027771
	Iteration 20F: 3 clusters Score -380014.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -380019.968750 Penalty: 825.027771
	Iteration 21Q: 3 clusters Score -380020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -380024.062500 Penalty: 825.027771
	Iteration 22Q: 3 clusters Score -380024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -380026.718750 Penalty: 825.027771
	Iteration 23Q: 3 clusters Score -380026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -380027.062500 Penalty: 825.027771
	Iteration 24Q: 3 clusters Score -380027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -380028.812500 Penalty: 825.027771
	Iteration 25Q: 3 clusters Score -380028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380030.750000 Penalty: 825.027771
	Iteration 26Q: 3 clusters Score -380030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380030.843750 Penalty: 825.027771
	Iteration 27Q: 3 clusters Score -380030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -380031.312500 Penalty: 825.027771
	Iteration 28Q: 3 clusters Score -380031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -380031.187500 Penalty: 825.027771
	Iteration 29Q: 3 clusters Score -380031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -380031.218750 Penalty: 825.027771
	Iteration 30Q: 3 clusters Score -380031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -380032.500000 Penalty: 825.027771
	Iteration 31Q: 3 clusters Score -380032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -380033.156250 Penalty: 825.027771
	Iteration 32Q: 3 clusters Score -380033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -380033.406250 Penalty: 825.027771
	Iteration 33Q: 3 clusters Score -380033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -380033.281250 Penalty: 825.027771
	Iteration 34Q: 3 clusters Score -380033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -380033.281250 Penalty: 825.027771
	Iteration 35F: 3 clusters Score -380033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Entering Unmasked Estep 
Score: -849406.062500 Penalty: 449.867889
	Iteration 0F: 2 clusters Score -849406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -836348.812500 Penalty: 899.735779
	Iteration 0F: 3 clusters Score -836348.8 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -841852.875000 Penalty: 899.735779
	Iteration 1F: 3 clusters Score -841852.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -842447.125000 Penalty: 899.735779
	Iteration 2F: 3 clusters Score -842447.1 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -843421.625000 Penalty: 899.735779
	Iteration 3F: 3 clusters Score -843421.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -844780.750000 Penalty: 899.735779
	Iteration 4F: 3 clusters Score -844780.8 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -846124.437500 Penalty: 899.735779
	Iteration 5F: 3 clusters Score -846124.4 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -846972.562500 Penalty: 899.735779
	Iteration 6F: 3 clusters Score -846972.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -847414.500000 Penalty: 899.735779
	Iteration 7Q: 3 clusters Score -847414.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -847759.062500 Penalty: 899.735779
	Iteration 8Q: 3 clusters Score -847759.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -848095.312500 Penalty: 899.735779
	Iteration 9Q: 3 clusters Score -848095.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -848350.125000 Penalty: 899.735779
	Iteration 10Q: 3 clusters Score -848350.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -848512.625000 Penalty: 899.735779
	Iteration 11Q: 3 clusters Score -848512.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -848586.937500 Penalty: 899.735779
	Iteration 12Q: 3 clusters Score -848586.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -848635.125000 Penalty: 899.735779
	Iteration 13Q: 3 clusters Score -848635.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -848659.625000 Penalty: 899.735779
	Iteration 14Q: 3 clusters Score -848659.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -848677.375000 Penalty: 899.735779
	Iteration 15Q: 3 clusters Score -848677.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -848689.937500 Penalty: 899.735779
	Iteration 16Q: 3 clusters Score -848689.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -848696.687500 Penalty: 899.735779
	Iteration 17Q: 3 clusters Score -848696.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -848701.375000 Penalty: 899.735779
	Iteration 18Q: 3 clusters Score -848701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -848704.187500 Penalty: 899.735779
	Iteration 19Q: 3 clusters Score -848704.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -848706.250000 Penalty: 899.735779
	Iteration 20F: 3 clusters Score -848706.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -848705.125000 Penalty: 899.735779
	Iteration 21Q: 3 clusters Score -848705.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -848709.000000 Penalty: 899.735779
	Iteration 22Q: 3 clusters Score -848709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -848707.000000 Penalty: 899.735779
	Iteration 23Q: 3 clusters Score -848707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -848709.812500 Penalty: 899.735779
	Iteration 24Q: 3 clusters Score -848709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -848709.750000 Penalty: 899.735779
	Iteration 25Q: 3 clusters Score -848709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -848712.750000 Penalty: 899.735779
	Iteration 26Q: 3 clusters Score -848712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -848711.187500 Penalty: 899.735779
	Iteration 27Q: 3 clusters Score -848711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -848710.375000 Penalty: 899.735779
	Iteration 28Q: 3 clusters Score -848710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -848709.937500 Penalty: 899.735779
	Iteration 29Q: 3 clusters Score -848709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -848710.500000 Penalty: 899.735779
	Iteration 30Q: 3 clusters Score -848710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -848709.375000 Penalty: 899.735779
	Iteration 31Q: 3 clusters Score -848709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -848709.125000 Penalty: 899.735779
	Iteration 32Q: 3 clusters Score -848709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -848710.375000 Penalty: 899.735779
	Iteration 33Q: 3 clusters Score -848710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -848710.875000 Penalty: 899.735779
	Iteration 34Q: 3 clusters Score -848710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -848710.437500 Penalty: 899.735779
	Iteration 35Q: 3 clusters Score -848710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -848709.375000 Penalty: 899.735779
	Iteration 36Q: 3 clusters Score -848709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -848709.437500 Penalty: 899.735779
	Iteration 37Q: 3 clusters Score -848709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -848709.062500 Penalty: 899.735779
	Iteration 38Q: 3 clusters Score -848709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -848710.125000 Penalty: 899.735779
	Iteration 39Q: 3 clusters Score -848710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -848709.250000 Penalty: 899.735779
	Iteration 40F: 3 clusters Score -848709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -848709.937500 Penalty: 899.735779
	Iteration 41Q: 3 clusters Score -848709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -848710.875000 Penalty: 899.735779
	Iteration 42Q: 3 clusters Score -848710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -848710.000000 Penalty: 899.735779
	Iteration 43Q: 3 clusters Score -848710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -848709.812500 Penalty: 899.735779
	Iteration 44Q: 3 clusters Score -848709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -848709.812500 Penalty: 899.735779
	Iteration 45Q: 3 clusters Score -848709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -848709.375000 Penalty: 899.735779
	Iteration 46Q: 3 clusters Score -848709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -848709.062500 Penalty: 899.735779
	Iteration 47Q: 3 clusters Score -848709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -848708.750000 Penalty: 899.735779
	Iteration 48Q: 3 clusters Score -848708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -848709.437500 Penalty: 899.735779
	Iteration 49Q: 3 clusters Score -848709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -848711.187500 Penalty: 899.735779
	Iteration 50Q: 3 clusters Score -848711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -848708.812500 Penalty: 899.735779
	Iteration 51Q: 3 clusters Score -848708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -848709.000000 Penalty: 899.735779
	Iteration 52Q: 3 clusters Score -848709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -848710.875000 Penalty: 899.735779
	Iteration 53Q: 3 clusters Score -848710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -848709.312500 Penalty: 899.735779
	Iteration 54Q: 3 clusters Score -848709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -848707.750000 Penalty: 899.735779
	Iteration 55Q: 3 clusters Score -848707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -848708.500000 Penalty: 899.735779
	Iteration 56Q: 3 clusters Score -848708.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -848708.625000 Penalty: 899.735779
	Iteration 57Q: 3 clusters Score -848708.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -848708.625000 Penalty: 899.735779
	Iteration 58Q: 3 clusters Score -848708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -848710.062500 Penalty: 899.735779
	Iteration 59Q: 3 clusters Score -848710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -848710.187500 Penalty: 899.735779
	Iteration 60F: 3 clusters Score -848710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -848711.250000 Penalty: 899.735779
	Iteration 61Q: 3 clusters Score -848711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -848711.687500 Penalty: 899.735779
	Iteration 62Q: 3 clusters Score -848711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -848714.187500 Penalty: 899.735779
	Iteration 63Q: 3 clusters Score -848714.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -848715.500000 Penalty: 899.735779
	Iteration 64Q: 3 clusters Score -848715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -848714.000000 Penalty: 899.735779
	Iteration 65Q: 3 clusters Score -848714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -848713.687500 Penalty: 899.735779
	Iteration 66Q: 3 clusters Score -848713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -848713.562500 Penalty: 899.735779
	Iteration 67Q: 3 clusters Score -848713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -848713.000000 Penalty: 899.735779
	Iteration 68Q: 3 clusters Score -848713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -848712.312500 Penalty: 899.735779
	Iteration 69Q: 3 clusters Score -848712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -848713.500000 Penalty: 899.735779
	Iteration 70Q: 3 clusters Score -848713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -848713.125000 Penalty: 899.735779
	Iteration 71Q: 3 clusters Score -848713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -848712.625000 Penalty: 899.735779
	Iteration 72Q: 3 clusters Score -848712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -848712.250000 Penalty: 899.735779
	Iteration 73Q: 3 clusters Score -848712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -848713.375000 Penalty: 899.735779
	Iteration 74Q: 3 clusters Score -848713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -848712.937500 Penalty: 899.735779
	Iteration 75Q: 3 clusters Score -848712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -848714.250000 Penalty: 899.735779
	Iteration 76Q: 3 clusters Score -848714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -848715.562500 Penalty: 899.735779
	Iteration 77Q: 3 clusters Score -848715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -848717.875000 Penalty: 899.735779
	Iteration 78Q: 3 clusters Score -848717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -848717.375000 Penalty: 899.735779
	Iteration 79Q: 3 clusters Score -848717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -848717.312500 Penalty: 899.735779
	Iteration 80F: 3 clusters Score -848717.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -848716.437500 Penalty: 899.735779
	Iteration 81Q: 3 clusters Score -848716.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -848716.687500 Penalty: 899.735779
	Iteration 82Q: 3 clusters Score -848716.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -848717.062500 Penalty: 899.735779
	Iteration 83Q: 3 clusters Score -848717.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -848718.750000 Penalty: 899.735779
	Iteration 84Q: 3 clusters Score -848718.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -848720.000000 Penalty: 899.735779
	Iteration 85Q: 3 clusters Score -848720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -848722.500000 Penalty: 899.735779
	Iteration 86Q: 3 clusters Score -848722.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -848725.312500 Penalty: 899.735779
	Iteration 87Q: 3 clusters Score -848725.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -848729.250000 Penalty: 899.735779
	Iteration 88Q: 3 clusters Score -848729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -848728.812500 Penalty: 899.735779
	Iteration 89Q: 3 clusters Score -848728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -848729.812500 Penalty: 899.735779
	Iteration 90Q: 3 clusters Score -848729.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -848727.625000 Penalty: 899.735779
	Iteration 91Q: 3 clusters Score -848727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -848727.687500 Penalty: 899.735779
	Iteration 92Q: 3 clusters Score -848727.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -848727.500000 Penalty: 899.735779
	Iteration 93Q: 3 clusters Score -848727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -848728.937500 Penalty: 899.735779
	Iteration 94Q: 3 clusters Score -848728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -848728.312500 Penalty: 899.735779
	Iteration 95Q: 3 clusters Score -848728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -848728.812500 Penalty: 899.735779
	Iteration 96Q: 3 clusters Score -848728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -848730.187500 Penalty: 899.735779
	Iteration 97Q: 3 clusters Score -848730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -848729.875000 Penalty: 899.735779
	Iteration 98Q: 3 clusters Score -848729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -848730.812500 Penalty: 899.735779
	Iteration 99Q: 3 clusters Score -848730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -848730.812500 Penalty: 899.735779
	Iteration 100F: 3 clusters Score -848730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -848732.062500 Penalty: 899.735779
	Iteration 101Q: 3 clusters Score -848732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -848731.937500 Penalty: 899.735779
	Iteration 102Q: 3 clusters Score -848731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -848731.187500 Penalty: 899.735779
	Iteration 103Q: 3 clusters Score -848731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -848732.875000 Penalty: 899.735779
	Iteration 104Q: 3 clusters Score -848732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -848732.375000 Penalty: 899.735779
	Iteration 105Q: 3 clusters Score -848732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -848733.687500 Penalty: 899.735779
	Iteration 106Q: 3 clusters Score -848733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -848732.187500 Penalty: 899.735779
	Iteration 107Q: 3 clusters Score -848732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -848732.500000 Penalty: 899.735779
	Iteration 108Q: 3 clusters Score -848732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -848732.062500 Penalty: 899.735779
	Iteration 109Q: 3 clusters Score -848732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -848732.437500 Penalty: 899.735779
	Iteration 110Q: 3 clusters Score -848732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -848732.875000 Penalty: 899.735779
	Iteration 111Q: 3 clusters Score -848732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -848734.000000 Penalty: 899.735779
	Iteration 112Q: 3 clusters Score -848734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -848734.812500 Penalty: 899.735779
	Iteration 113Q: 3 clusters Score -848734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -848734.687500 Penalty: 899.735779
	Iteration 114Q: 3 clusters Score -848734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -848734.687500 Penalty: 899.735779
	Iteration 115F: 3 clusters Score -848734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -4743.448242 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -4743.448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4544.129883 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -4544.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4672.710938 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -4672.711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4702.537598 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -4702.538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4716.648438 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -4716.648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4726.734863 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -4726.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4733.156250 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -4733.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4733.156250 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -4733.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Entering Unmasked Estep 
Score: -7130681.500000 Penalty: 544.727173
	Iteration 0F: 2 clusters Score -7130682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -7023157.500000 Penalty: 1089.454346
	Iteration 0F: 3 clusters Score -7023158 nChanged 77520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -7069759.500000 Penalty: 1089.454346
	Iteration 1F: 3 clusters Score -7069760 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -7070694.000000 Penalty: 1089.454346
	Iteration 2Q: 3 clusters Score -7070694 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -7071869.500000 Penalty: 1089.454346
	Iteration 3Q: 3 clusters Score -7071870 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -7073258.500000 Penalty: 1089.454346
	Iteration 4Q: 3 clusters Score -7073258 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -7074896.000000 Penalty: 1089.454346
	Iteration 5Q: 3 clusters Score -7074896 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -7076856.000000 Penalty: 1089.454346
	Iteration 6Q: 3 clusters Score -7076856 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -7079132.000000 Penalty: 1089.454346
	Iteration 7Q: 3 clusters Score -7079132 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -7082368.500000 Penalty: 1089.454346
	Iteration 8Q: 3 clusters Score -7082368 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -7086976.000000 Penalty: 1089.454346
	Iteration 9F: 3 clusters Score -7086976 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -7093220.500000 Penalty: 1089.454346
	Iteration 10F: 3 clusters Score -7093220 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -7101526.000000 Penalty: 1089.454346
	Iteration 11F: 3 clusters Score -7101526 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -7110747.500000 Penalty: 1089.454346
	Iteration 12F: 3 clusters Score -7110748 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 143580 members 
Entering Unmasked Estep 
Score: -7118861.000000 Penalty: 1089.454346
	Iteration 13F: 3 clusters Score -7118861 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 150634 members 
Entering Unmasked Estep 
Score: -7124481.500000 Penalty: 1089.454346
	Iteration 14Q: 3 clusters Score -7124482 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -7127643.500000 Penalty: 1089.454346
	Iteration 15Q: 3 clusters Score -7127644 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -7129140.500000 Penalty: 1089.454346
	Iteration 16Q: 3 clusters Score -7129140 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -7129707.000000 Penalty: 1089.454346
	Iteration 17Q: 3 clusters Score -7129707 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -7129940.500000 Penalty: 1089.454346
	Iteration 18Q: 3 clusters Score -7129940 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -7130020.000000 Penalty: 1089.454346
	Iteration 19Q: 3 clusters Score -7130020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -7130082.500000 Penalty: 1089.454346
	Iteration 20F: 3 clusters Score -7130082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 158135 members 
Entering Unmasked Estep 
Score: -7130128.000000 Penalty: 1089.454346
	Iteration 21Q: 3 clusters Score -7130128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -7130145.500000 Penalty: 1089.454346
	Iteration 22Q: 3 clusters Score -7130146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -7130159.500000 Penalty: 1089.454346
	Iteration 23Q: 3 clusters Score -7130160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -7130166.500000 Penalty: 1089.454346
	Iteration 24Q: 3 clusters Score -7130166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -7130180.000000 Penalty: 1089.454346
	Iteration 25Q: 3 clusters Score -7130180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -7130184.000000 Penalty: 1089.454346
	Iteration 26Q: 3 clusters Score -7130184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -7130184.000000 Penalty: 1089.454346
	Iteration 27F: 3 clusters Score -7130184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Entering Unmasked Estep 
Score: -1988306.000000 Penalty: 487.703766
	Iteration 0F: 2 clusters Score -1988306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1958217.375000 Penalty: 975.407532
	Iteration 0F: 3 clusters Score -1958217 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -1972250.625000 Penalty: 975.407532
	Iteration 1F: 3 clusters Score -1972251 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -1973607.125000 Penalty: 975.407532
	Iteration 2F: 3 clusters Score -1973607 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -1975802.000000 Penalty: 975.407532
	Iteration 3F: 3 clusters Score -1975802 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -1978672.750000 Penalty: 975.407532
	Iteration 4F: 3 clusters Score -1978673 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -1980979.375000 Penalty: 975.407532
	Iteration 5F: 3 clusters Score -1980979 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -1982178.375000 Penalty: 975.407532
	Iteration 6Q: 3 clusters Score -1982178 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -1982814.500000 Penalty: 975.407532
	Iteration 7Q: 3 clusters Score -1982814 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -1983318.750000 Penalty: 975.407532
	Iteration 8Q: 3 clusters Score -1983319 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -1983766.000000 Penalty: 975.407532
	Iteration 9Q: 3 clusters Score -1983766 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -1984226.000000 Penalty: 975.407532
	Iteration 10Q: 3 clusters Score -1984226 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -1984673.750000 Penalty: 975.407532
	Iteration 11Q: 3 clusters Score -1984674 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -1985032.125000 Penalty: 975.407532
	Iteration 12Q: 3 clusters Score -1985032 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -1985307.375000 Penalty: 975.407532
	Iteration 13Q: 3 clusters Score -1985307 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -1985563.250000 Penalty: 975.407532
	Iteration 14Q: 3 clusters Score -1985563 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -1985765.000000 Penalty: 975.407532
	Iteration 15Q: 3 clusters Score -1985765 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -1985948.125000 Penalty: 975.407532
	Iteration 16Q: 3 clusters Score -1985948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -1986103.000000 Penalty: 975.407532
	Iteration 17Q: 3 clusters Score -1986103 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -1986245.750000 Penalty: 975.407532
	Iteration 18Q: 3 clusters Score -1986246 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -1986372.875000 Penalty: 975.407532
	Iteration 19Q: 3 clusters Score -1986373 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -1986504.875000 Penalty: 975.407532
	Iteration 20F: 3 clusters Score -1986505 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -1986618.375000 Penalty: 975.407532
	Iteration 21Q: 3 clusters Score -1986618 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -1986698.625000 Penalty: 975.407532
	Iteration 22Q: 3 clusters Score -1986699 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -1986769.125000 Penalty: 975.407532
	Iteration 23Q: 3 clusters Score -1986769 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -1986830.000000 Penalty: 975.407532
	Iteration 24Q: 3 clusters Score -1986830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -1986877.125000 Penalty: 975.407532
	Iteration 25Q: 3 clusters Score -1986877 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -1986932.250000 Penalty: 975.407532
	Iteration 26Q: 3 clusters Score -1986932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -1986968.000000 Penalty: 975.407532
	Iteration 27Q: 3 clusters Score -1986968 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -1987014.375000 Penalty: 975.407532
	Iteration 28Q: 3 clusters Score -1987014 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -1987039.375000 Penalty: 975.407532
	Iteration 29Q: 3 clusters Score -1987039 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -1987069.375000 Penalty: 975.407532
	Iteration 30Q: 3 clusters Score -1987069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -1987095.000000 Penalty: 975.407532
	Iteration 31Q: 3 clusters Score -1987095 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -1987136.875000 Penalty: 975.407532
	Iteration 32Q: 3 clusters Score -1987137 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -1987195.250000 Penalty: 975.407532
	Iteration 33Q: 3 clusters Score -1987195 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -1987255.500000 Penalty: 975.407532
	Iteration 34Q: 3 clusters Score -1987256 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -1987322.875000 Penalty: 975.407532
	Iteration 35Q: 3 clusters Score -1987323 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -1987397.250000 Penalty: 975.407532
	Iteration 36Q: 3 clusters Score -1987397 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -1987452.750000 Penalty: 975.407532
	Iteration 37Q: 3 clusters Score -1987453 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -1987505.750000 Penalty: 975.407532
	Iteration 38Q: 3 clusters Score -1987506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -1987532.250000 Penalty: 975.407532
	Iteration 39Q: 3 clusters Score -1987532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -1987561.375000 Penalty: 975.407532
	Iteration 40F: 3 clusters Score -1987561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -1987574.250000 Penalty: 975.407532
	Iteration 41Q: 3 clusters Score -1987574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -1987576.000000 Penalty: 975.407532
	Iteration 42Q: 3 clusters Score -1987576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -1987578.625000 Penalty: 975.407532
	Iteration 43Q: 3 clusters Score -1987579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -1987584.750000 Penalty: 975.407532
	Iteration 44Q: 3 clusters Score -1987585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -1987585.375000 Penalty: 975.407532
	Iteration 45Q: 3 clusters Score -1987585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -1987583.250000 Penalty: 975.407532
	Iteration 46Q: 3 clusters Score -1987583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -1987581.000000 Penalty: 975.407532
	Iteration 47Q: 3 clusters Score -1987581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -1987579.875000 Penalty: 975.407532
	Iteration 48Q: 3 clusters Score -1987580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -1987584.000000 Penalty: 975.407532
	Iteration 49Q: 3 clusters Score -1987584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -1987584.125000 Penalty: 975.407532
	Iteration 50Q: 3 clusters Score -1987584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -1987576.750000 Penalty: 975.407532
	Iteration 51Q: 3 clusters Score -1987577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -1987577.750000 Penalty: 975.407532
	Iteration 52Q: 3 clusters Score -1987578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -1987575.625000 Penalty: 975.407532
	Iteration 53Q: 3 clusters Score -1987576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -1987579.375000 Penalty: 975.407532
	Iteration 54Q: 3 clusters Score -1987579 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1987581 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1987589 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1987593.250000 Penalty: 975.407532
	Iteration 57Q: 3 clusters Score -1987593 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1987601 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1987612 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1987610 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1987614 nChanged 85
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Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1987616 nChanged 90
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Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1987619 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1987618 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1987625 nChanged 90
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Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1987631 nChanged 90
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Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1987631 nChanged 103
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Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1987633 nChanged 102
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Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1987640 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1987640 nChanged 107
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Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1987638 nChanged 121
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1987648 nChanged 125
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1987662 nChanged 129
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1987670 nChanged 127
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Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1987674 nChanged 105
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Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1987674 nChanged 120
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Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1987672 nChanged 121
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Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1987676 nChanged 136
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Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 34089 members 
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	Iteration 79Q: 3 clusters Score -1987693 nChanged 136
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Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1987695 nChanged 122
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Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1987704 nChanged 131
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Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1987711 nChanged 149
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Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1987720 nChanged 140
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1987716 nChanged 115
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Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1987713 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1987724 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1987728 nChanged 116
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1987730 nChanged 106
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Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1987739 nChanged 117
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Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1987736 nChanged 121
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Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -1987747.750000 Penalty: 975.407532
	Iteration 91Q: 3 clusters Score -1987748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1987748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1987757 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1987760 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1987767 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1987775 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1987768 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1987771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1987770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -1987775.500000 Penalty: 975.407532
	Iteration 100F: 3 clusters Score -1987776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1987782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1987779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1987781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1987782 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 31342 members 
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	Iteration 105Q: 3 clusters Score -1987788 nChanged 74
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Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 31268 members 
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	Iteration 106Q: 3 clusters Score -1987779 nChanged 62
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Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 31206 members 
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	Iteration 107Q: 3 clusters Score -1987772 nChanged 68
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Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1987779 nChanged 61
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Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1987783 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1987777 nChanged 55
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Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1987778 nChanged 42
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Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 30928 members 
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	Iteration 112Q: 3 clusters Score -1987772 nChanged 43
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Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 30885 members 
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	Iteration 113Q: 3 clusters Score -1987773 nChanged 34
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Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 30851 members 
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	Iteration 114Q: 3 clusters Score -1987769 nChanged 51
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Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 30800 members 
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	Iteration 115Q: 3 clusters Score -1987774 nChanged 56
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Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1987770 nChanged 45
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1987767 nChanged 38
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Mstep: Class 1 contains 14535 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1987771 nChanged 47
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Mstep: Class 1 contains 14582 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1987764 nChanged 44
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Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1987762 nChanged 37
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Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1987757 nChanged 38
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Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1987760 nChanged 45
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Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 30450 members 
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	Iteration 123Q: 3 clusters Score -1987760 nChanged 47
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Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1987759 nChanged 60
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Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 30343 members 
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	Iteration 125Q: 3 clusters Score -1987758 nChanged 54
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Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 30289 members 
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	Iteration 126Q: 3 clusters Score -1987758 nChanged 48
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Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 30241 members 
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	Iteration 127Q: 3 clusters Score -1987756 nChanged 47
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Mstep: Class 1 contains 15002 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1987750 nChanged 42
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Mstep: Class 1 contains 15044 members 
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	Iteration 129Q: 3 clusters Score -1987751 nChanged 37
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Mstep: Class 1 contains 15081 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1987753 nChanged 26
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	Iteration 131Q: 3 clusters Score -1987752 nChanged 38
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Mstep: Class 1 contains 15145 members 
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	Iteration 132Q: 3 clusters Score -1987755 nChanged 36
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	Iteration 133Q: 3 clusters Score -1987759 nChanged 31
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Mstep: Class 1 contains 15212 members 
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	Iteration 134Q: 3 clusters Score -1987762 nChanged 44
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Mstep: Class 1 contains 15256 members 
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	Iteration 135Q: 3 clusters Score -1987756 nChanged 55
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	Iteration 136Q: 3 clusters Score -1987753 nChanged 51
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Mstep: Class 2 contains 29834 members 
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	Iteration 137Q: 3 clusters Score -1987759 nChanged 52
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	Iteration 138Q: 3 clusters Score -1987756 nChanged 61
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	Iteration 139Q: 3 clusters Score -1987754 nChanged 69
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1987757 nChanged 63
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	Iteration 141Q: 3 clusters Score -1987760 nChanged 65
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Mstep: Class 1 contains 15672 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1987762 nChanged 63
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Mstep: Class 1 contains 15735 members 
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Entering Unmasked Estep 
Score: -1987765.500000 Penalty: 975.407532
	Iteration 143Q: 3 clusters Score -1987766 nChanged 62
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Mstep: Class 1 contains 15797 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1987771 nChanged 62
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Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1987768 nChanged 70
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Mstep: Class 1 contains 15929 members 
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Entering Unmasked Estep 
Score: -1987763.875000 Penalty: 975.407532
	Iteration 146Q: 3 clusters Score -1987764 nChanged 73
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Mstep: Class 1 contains 16002 members 
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Entering Unmasked Estep 
Score: -1987767.500000 Penalty: 975.407532
	Iteration 147Q: 3 clusters Score -1987768 nChanged 74
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Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1987770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1987773 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1987776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -1987778.250000 Penalty: 975.407532
	Iteration 151Q: 3 clusters Score -1987778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1987773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1987777 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1987779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1987790 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1987787 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1987789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1987786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1987786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -1987793.125000 Penalty: 975.407532
	Iteration 160F: 3 clusters Score -1987793 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1987790 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1987792 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -1987795.500000 Penalty: 975.407532
	Iteration 163Q: 3 clusters Score -1987796 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1987794 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1987799 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1987801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1987802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1987799 nChanged 50
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Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1987800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1987800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1987803.750000 Penalty: 975.407532
	Iteration 171Q: 3 clusters Score -1987804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1987802 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1987804 nChanged 72
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Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1987797 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1987795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1987798 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1987798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1987800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1987805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -1987802.500000 Penalty: 975.407532
	Iteration 180F: 3 clusters Score -1987802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1987804 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1987806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1987807 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1987808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1987812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1987811.375000 Penalty: 975.407532
	Iteration 186Q: 3 clusters Score -1987811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -1987815.625000 Penalty: 975.407532
	Iteration 187Q: 3 clusters Score -1987816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1987814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1987811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1987810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1987803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1987806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1987813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1987821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1987825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -1987833.625000 Penalty: 975.407532
	Iteration 196Q: 3 clusters Score -1987834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -1987847.000000 Penalty: 975.407532
	Iteration 197Q: 3 clusters Score -1987847 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -1987839.375000 Penalty: 975.407532
	Iteration 198Q: 3 clusters Score -1987839 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -1987841.750000 Penalty: 975.407532
	Iteration 199Q: 3 clusters Score -1987842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -1987839.375000 Penalty: 975.407532
	Iteration 200F: 3 clusters Score -1987839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -1987831.750000 Penalty: 975.407532
	Iteration 201Q: 3 clusters Score -1987832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1987835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1987836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -1987838.000000 Penalty: 975.407532
	Iteration 204Q: 3 clusters Score -1987838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1987837 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1987841 nChanged 38
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Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1987848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1987848 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1987848 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1987844 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1987844 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1987844 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1987839 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1987838 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1987842 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1987842 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1987845 nChanged 22
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Mstep: Class 1 contains 20675 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1987844 nChanged 16
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	Iteration 219Q: 3 clusters Score -1987844 nChanged 15
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Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -1987842.125000 Penalty: 975.407532
	Iteration 220F: 3 clusters Score -1987842 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1987838 nChanged 18
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Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1987834 nChanged 19
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Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1987834 nChanged 29
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Mstep: Class 1 contains 20785 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1987834 nChanged 40
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Mstep: Class 1 contains 20825 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1987838 nChanged 35
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Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1987835 nChanged 35
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1987842 nChanged 44
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Mstep: Class 1 contains 20939 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1987836 nChanged 45
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1987848 nChanged 49
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Mstep: Class 1 contains 21033 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1987848 nChanged 46
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Mstep: Class 1 contains 21079 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1987846 nChanged 45
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Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1987845 nChanged 48
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Mstep: Class 1 contains 21172 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1987844 nChanged 55
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Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1987845 nChanged 56
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Mstep: Class 1 contains 21283 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1987845 nChanged 53
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Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1987843 nChanged 51
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Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1987842 nChanged 60
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Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1987847 nChanged 59
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Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1987844 nChanged 50
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Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1987850 nChanged 68
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Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 23572 members 
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	Iteration 241Q: 3 clusters Score -1987852 nChanged 63
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Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1987847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1987844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1987841 nChanged 40
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Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1987841 nChanged 43
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Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1987842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1987839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1987843 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1987840 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1987843 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1987847 nChanged 30
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Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1987846 nChanged 27
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Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1987848 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1987849 nChanged 30
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Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1987844 nChanged 40
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Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1987844 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1987846 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1987842 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1987844 nChanged 44
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Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -1987842.125000 Penalty: 975.407532
	Iteration 260F: 3 clusters Score -1987842 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1987847 nChanged 53
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Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1987843 nChanged 55
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Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1987848 nChanged 54
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Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1987853 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22634 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1987860 nChanged 40
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Mstep: Class 1 contains 22674 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1987859 nChanged 40
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Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1987859 nChanged 58
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Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1987859 nChanged 64
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Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1987858 nChanged 58
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Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1987861 nChanged 60
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Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1987862 nChanged 68
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Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1987861 nChanged 63
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Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1987856 nChanged 65
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Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1987862 nChanged 63
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Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1987860 nChanged 57
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Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1987861 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1987861 nChanged 60
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Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1987858 nChanged 61
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Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -1987860 nChanged 57
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Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1987863 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1987862 nChanged 55
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Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -1987858 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1987870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1987870 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1987869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -1987868 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1987863 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1987868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1987871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1987870 nChanged 49
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Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1987870 nChanged 42
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1987876 nChanged 39
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Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -1987878 nChanged 36
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Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1987872 nChanged 39
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Mstep: Class 1 contains 24231 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -1987868 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1987870 nChanged 21
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Mstep: Class 1 contains 24274 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1987870 nChanged 21
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Mstep: Class 1 contains 24295 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1987872 nChanged 29
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Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1987872 nChanged 28
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Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1987872 nChanged 23
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Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 20821 members 
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	Iteration 301Q: 3 clusters Score -1987870 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1987872 nChanged 14
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Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1987874 nChanged 16
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Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 20777 members 
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	Iteration 304Q: 3 clusters Score -1987872 nChanged 20
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Mstep: Class 1 contains 24439 members 
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	Iteration 305Q: 3 clusters Score -1987870 nChanged 27
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Mstep: Class 2 contains 20730 members 
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	Iteration 306Q: 3 clusters Score -1987870 nChanged 24
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Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1987869 nChanged 30
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Mstep: Class 1 contains 24520 members 
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	Iteration 308Q: 3 clusters Score -1987874 nChanged 27
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	Iteration 309Q: 3 clusters Score -1987873 nChanged 38
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Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1987866 nChanged 42
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	Iteration 311Q: 3 clusters Score -1987874 nChanged 44
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	Iteration 312Q: 3 clusters Score -1987875 nChanged 58
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	Iteration 313Q: 3 clusters Score -1987874 nChanged 51
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	Iteration 314Q: 3 clusters Score -1987874 nChanged 43
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	Iteration 315Q: 3 clusters Score -1987871 nChanged 40
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1987876 nChanged 43
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	Iteration 317Q: 3 clusters Score -1987869 nChanged 49
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	Iteration 318Q: 3 clusters Score -1987871 nChanged 50
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	Iteration 319Q: 3 clusters Score -1987872 nChanged 47
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	Iteration 320F: 3 clusters Score -1987871 nChanged 44
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	Iteration 321Q: 3 clusters Score -1987872 nChanged 46
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	Iteration 322Q: 3 clusters Score -1987876 nChanged 44
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	Iteration 323Q: 3 clusters Score -1987879 nChanged 52
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	Iteration 324Q: 3 clusters Score -1987882 nChanged 55
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	Iteration 325Q: 3 clusters Score -1987882 nChanged 61
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	Iteration 326Q: 3 clusters Score -1987880 nChanged 57
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	Iteration 327Q: 3 clusters Score -1987883 nChanged 67
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	Iteration 328Q: 3 clusters Score -1987888 nChanged 54
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	Iteration 329Q: 3 clusters Score -1987879 nChanged 59
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	Iteration 330Q: 3 clusters Score -1987880 nChanged 61
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	Iteration 331Q: 3 clusters Score -1987883 nChanged 55
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	Iteration 332Q: 3 clusters Score -1987891 nChanged 59
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	Iteration 333Q: 3 clusters Score -1987888 nChanged 81
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	Iteration 334Q: 3 clusters Score -1987893 nChanged 79
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	Iteration 335Q: 3 clusters Score -1987891 nChanged 85
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	Iteration 336Q: 3 clusters Score -1987893 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26093 members 
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -1987900 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -1987904 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -1987900 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -1987904 nChanged 101
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Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -1987910 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -1987920 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1987918.375000 Penalty: 975.407532
	Iteration 343Q: 3 clusters Score -1987918 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -1987924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1987928.750000 Penalty: 975.407532
	Iteration 345Q: 3 clusters Score -1987929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1987931.875000 Penalty: 975.407532
	Iteration 346Q: 3 clusters Score -1987932 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1987940.250000 Penalty: 975.407532
	Iteration 347Q: 3 clusters Score -1987940 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1987948.250000 Penalty: 975.407532
	Iteration 348Q: 3 clusters Score -1987948 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1987955.125000 Penalty: 975.407532
	Iteration 349Q: 3 clusters Score -1987955 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -1987956 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -1987956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1987959.250000 Penalty: 975.407532
	Iteration 352Q: 3 clusters Score -1987959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1987964.875000 Penalty: 975.407532
	Iteration 353Q: 3 clusters Score -1987965 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1987968.000000 Penalty: 975.407532
	Iteration 354Q: 3 clusters Score -1987968 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1987962.500000 Penalty: 975.407532
	Iteration 355Q: 3 clusters Score -1987962 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1987962.625000 Penalty: 975.407532
	Iteration 356Q: 3 clusters Score -1987963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1987970.625000 Penalty: 975.407532
	Iteration 357Q: 3 clusters Score -1987971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1987959.000000 Penalty: 975.407532
	Iteration 358Q: 3 clusters Score -1987959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1987959.625000 Penalty: 975.407532
	Iteration 359Q: 3 clusters Score -1987960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1987969.125000 Penalty: 975.407532
	Iteration 360F: 3 clusters Score -1987969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1987971.500000 Penalty: 975.407532
	Iteration 361Q: 3 clusters Score -1987972 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1987973.125000 Penalty: 975.407532
	Iteration 362Q: 3 clusters Score -1987973 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1987976.500000 Penalty: 975.407532
	Iteration 363Q: 3 clusters Score -1987976 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -1987981 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -1987982 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -1987987 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1987982.375000 Penalty: 975.407532
	Iteration 367Q: 3 clusters Score -1987982 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -1987986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1987987.375000 Penalty: 975.407532
	Iteration 369Q: 3 clusters Score -1987987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1987993.875000 Penalty: 975.407532
	Iteration 370Q: 3 clusters Score -1987994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1988000.375000 Penalty: 975.407532
	Iteration 371Q: 3 clusters Score -1988000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1987997.250000 Penalty: 975.407532
	Iteration 372Q: 3 clusters Score -1987997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1987999.625000 Penalty: 975.407532
	Iteration 373Q: 3 clusters Score -1988000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1988001.250000 Penalty: 975.407532
	Iteration 374Q: 3 clusters Score -1988001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1988006.125000 Penalty: 975.407532
	Iteration 375Q: 3 clusters Score -1988006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1988008.375000 Penalty: 975.407532
	Iteration 376Q: 3 clusters Score -1988008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1988014.125000 Penalty: 975.407532
	Iteration 377Q: 3 clusters Score -1988014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1988020.625000 Penalty: 975.407532
	Iteration 378Q: 3 clusters Score -1988021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1988015.000000 Penalty: 975.407532
	Iteration 379Q: 3 clusters Score -1988015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1988016.750000 Penalty: 975.407532
	Iteration 380F: 3 clusters Score -1988017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1988020.250000 Penalty: 975.407532
	Iteration 381Q: 3 clusters Score -1988020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1988008.375000 Penalty: 975.407532
	Iteration 382Q: 3 clusters Score -1988008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1988012.750000 Penalty: 975.407532
	Iteration 383Q: 3 clusters Score -1988013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1988011.625000 Penalty: 975.407532
	Iteration 384Q: 3 clusters Score -1988012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1988014.750000 Penalty: 975.407532
	Iteration 385Q: 3 clusters Score -1988015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1988016.625000 Penalty: 975.407532
	Iteration 386Q: 3 clusters Score -1988017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1988014.500000 Penalty: 975.407532
	Iteration 387Q: 3 clusters Score -1988014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1988016.625000 Penalty: 975.407532
	Iteration 388Q: 3 clusters Score -1988017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1988017.000000 Penalty: 975.407532
	Iteration 389Q: 3 clusters Score -1988017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1988019.875000 Penalty: 975.407532
	Iteration 390Q: 3 clusters Score -1988020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1988017.000000 Penalty: 975.407532
	Iteration 391Q: 3 clusters Score -1988017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1988013.500000 Penalty: 975.407532
	Iteration 392Q: 3 clusters Score -1988014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -1988012 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1988012.125000 Penalty: 975.407532
	Iteration 394Q: 3 clusters Score -1988012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1988015.750000 Penalty: 975.407532
	Iteration 395Q: 3 clusters Score -1988016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1988016.500000 Penalty: 975.407532
	Iteration 396Q: 3 clusters Score -1988016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1988012.875000 Penalty: 975.407532
	Iteration 397Q: 3 clusters Score -1988013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1988019.625000 Penalty: 975.407532
	Iteration 398Q: 3 clusters Score -1988020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1988020.750000 Penalty: 975.407532
	Iteration 399Q: 3 clusters Score -1988021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1988020.625000 Penalty: 975.407532
	Iteration 400F: 3 clusters Score -1988021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1988015.375000 Penalty: 975.407532
	Iteration 401Q: 3 clusters Score -1988015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1988012.375000 Penalty: 975.407532
	Iteration 402Q: 3 clusters Score -1988012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1988012.625000 Penalty: 975.407532
	Iteration 403Q: 3 clusters Score -1988013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1988014.625000 Penalty: 975.407532
	Iteration 404Q: 3 clusters Score -1988015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1988014.875000 Penalty: 975.407532
	Iteration 405Q: 3 clusters Score -1988015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1988017.125000 Penalty: 975.407532
	Iteration 406Q: 3 clusters Score -1988017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1988015.625000 Penalty: 975.407532
	Iteration 407Q: 3 clusters Score -1988016 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1988015.000000 Penalty: 975.407532
	Iteration 408Q: 3 clusters Score -1988015 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1988015.375000 Penalty: 975.407532
	Iteration 409Q: 3 clusters Score -1988015 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1988014.375000 Penalty: 975.407532
	Iteration 410Q: 3 clusters Score -1988014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1988014.625000 Penalty: 975.407532
	Iteration 411Q: 3 clusters Score -1988015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1988011.375000 Penalty: 975.407532
	Iteration 412Q: 3 clusters Score -1988011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1988015.875000 Penalty: 975.407532
	Iteration 413Q: 3 clusters Score -1988016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1988016.250000 Penalty: 975.407532
	Iteration 414Q: 3 clusters Score -1988016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1988013.500000 Penalty: 975.407532
	Iteration 415Q: 3 clusters Score -1988014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1988017.250000 Penalty: 975.407532
	Iteration 416Q: 3 clusters Score -1988017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -1988018 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -1988015 nChanged 0
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Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
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	Iteration 419F: 3 clusters Score -1988015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -104996.976562 Penalty: 356.302429
	Iteration 0F: 2 clusters Score -104997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -103246.531250 Penalty: 712.604858
	Iteration 0F: 3 clusters Score -103246.5 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -103861.9 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -103992.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -104125.960938 Penalty: 712.604858
	Iteration 3F: 3 clusters Score -104126 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -104279.789062 Penalty: 712.604858
	Iteration 4F: 3 clusters Score -104279.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -104433.718750 Penalty: 712.604858
	Iteration 5F: 3 clusters Score -104433.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -104542.359375 Penalty: 712.604858
	Iteration 6Q: 3 clusters Score -104542.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -104607.421875 Penalty: 712.604858
	Iteration 7Q: 3 clusters Score -104607.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -104641.406250 Penalty: 712.604858
	Iteration 8Q: 3 clusters Score -104641.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -104670.281250 Penalty: 712.604858
	Iteration 9Q: 3 clusters Score -104670.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -104698.484375 Penalty: 712.604858
	Iteration 10Q: 3 clusters Score -104698.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -104724.359375 Penalty: 712.604858
	Iteration 11Q: 3 clusters Score -104724.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -104737.164062 Penalty: 712.604858
	Iteration 12Q: 3 clusters Score -104737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -104751.906250 Penalty: 712.604858
	Iteration 13Q: 3 clusters Score -104751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -104764.718750 Penalty: 712.604858
	Iteration 14Q: 3 clusters Score -104764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -104777.375000 Penalty: 712.604858
	Iteration 15Q: 3 clusters Score -104777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -104786.343750 Penalty: 712.604858
	Iteration 16Q: 3 clusters Score -104786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -104789.070312 Penalty: 712.604858
	Iteration 17Q: 3 clusters Score -104789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -104789.906250 Penalty: 712.604858
	Iteration 18Q: 3 clusters Score -104789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -104790.703125 Penalty: 712.604858
	Iteration 19Q: 3 clusters Score -104790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -104790.703125 Penalty: 712.604858
	Iteration 20F: 3 clusters Score -104790.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1452.796143 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1452.796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1474.836792 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1474.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1479.624634 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1479.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1479.624634 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1479.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Entering Unmasked Estep 
Score: -10028048.000000 Penalty: 560.399292
	Iteration 0F: 2 clusters Score -1.002805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111491 members 
Mstep: Class 2 contains 111853 members 
Entering Unmasked Estep 
Score: -9876217.000000 Penalty: 1120.798584
	Iteration 0F: 3 clusters Score -9876217 nChanged 109993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 119916 members 
Entering Unmasked Estep 
Score: -9942215.000000 Penalty: 1120.798584
	Iteration 1F: 3 clusters Score -9942215 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 126186 members 
Entering Unmasked Estep 
Score: -9945088.000000 Penalty: 1120.798584
	Iteration 2Q: 3 clusters Score -9945088 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -9950222.000000 Penalty: 1120.798584
	Iteration 3F: 3 clusters Score -9950222 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -9959744.000000 Penalty: 1120.798584
	Iteration 4F: 3 clusters Score -9959744 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -9974272.000000 Penalty: 1120.798584
	Iteration 5F: 3 clusters Score -9974272 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -9991517.000000 Penalty: 1120.798584
	Iteration 6F: 3 clusters Score -9991517 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 199166 members 
Entering Unmasked Estep 
Score: -10005726.000000 Penalty: 1120.798584
	Iteration 7F: 3 clusters Score -1.000573e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 208442 members 
Entering Unmasked Estep 
Score: -10015052.000000 Penalty: 1120.798584
	Iteration 8Q: 3 clusters Score -1.001505e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 214044 members 
Entering Unmasked Estep 
Score: -10020462.000000 Penalty: 1120.798584
	Iteration 9Q: 3 clusters Score -1.002046e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 217473 members 
Entering Unmasked Estep 
Score: -10023493.000000 Penalty: 1120.798584
	Iteration 10Q: 3 clusters Score -1.002349e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 219527 members 
Entering Unmasked Estep 
Score: -10025248.000000 Penalty: 1120.798584
	Iteration 11Q: 3 clusters Score -1.002525e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 220820 members 
Entering Unmasked Estep 
Score: -10026159.000000 Penalty: 1120.798584
	Iteration 12Q: 3 clusters Score -1.002616e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 221628 members 
Entering Unmasked Estep 
Score: -10026681.000000 Penalty: 1120.798584
	Iteration 13Q: 3 clusters Score -1.002668e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 222147 members 
Entering Unmasked Estep 
Score: -10027030.000000 Penalty: 1120.798584
	Iteration 14Q: 3 clusters Score -1.002703e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 222472 members 
Entering Unmasked Estep 
Score: -10027229.000000 Penalty: 1120.798584
	Iteration 15Q: 3 clusters Score -1.002723e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -10027356.000000 Penalty: 1120.798584
	Iteration 16Q: 3 clusters Score -1.002736e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 222845 members 
Entering Unmasked Estep 
Score: -10027422.000000 Penalty: 1120.798584
	Iteration 17Q: 3 clusters Score -1.002742e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 222922 members 
Entering Unmasked Estep 
Score: -10027454.000000 Penalty: 1120.798584
	Iteration 18Q: 3 clusters Score -1.002745e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -10027487.000000 Penalty: 1120.798584
	Iteration 19Q: 3 clusters Score -1.002749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 223011 members 
Entering Unmasked Estep 
Score: -10027506.000000 Penalty: 1120.798584
	Iteration 20F: 3 clusters Score -1.002751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 223036 members 
Entering Unmasked Estep 
Score: -10027520.000000 Penalty: 1120.798584
	Iteration 21Q: 3 clusters Score -1.002752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223053 members 
Entering Unmasked Estep 
Score: -10027536.000000 Penalty: 1120.798584
	Iteration 22Q: 3 clusters Score -1.002754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223074 members 
Entering Unmasked Estep 
Score: -10027537.000000 Penalty: 1120.798584
	Iteration 23Q: 3 clusters Score -1.002754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 223085 members 
Entering Unmasked Estep 
Score: -10027533.000000 Penalty: 1120.798584
	Iteration 24Q: 3 clusters Score -1.002753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223094 members 
Entering Unmasked Estep 
Score: -10027535.000000 Penalty: 1120.798584
	Iteration 25Q: 3 clusters Score -1.002754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 223102 members 
Entering Unmasked Estep 
Score: -10027544.000000 Penalty: 1120.798584
	Iteration 26Q: 3 clusters Score -1.002754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223109 members 
Entering Unmasked Estep 
Score: -10027546.000000 Penalty: 1120.798584
	Iteration 27Q: 3 clusters Score -1.002755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223116 members 
Entering Unmasked Estep 
Score: -10027548.000000 Penalty: 1120.798584
	Iteration 28Q: 3 clusters Score -1.002755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223122 members 
Entering Unmasked Estep 
Score: -10027548.000000 Penalty: 1120.798584
	Iteration 29Q: 3 clusters Score -1.002755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223130 members 
Entering Unmasked Estep 
Score: -10027555.000000 Penalty: 1120.798584
	Iteration 30Q: 3 clusters Score -1.002756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 223135 members 
Entering Unmasked Estep 
Score: -10027555.000000 Penalty: 1120.798584
	Iteration 31Q: 3 clusters Score -1.002756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223138 members 
Entering Unmasked Estep 
Score: -10027552.000000 Penalty: 1120.798584
	Iteration 32Q: 3 clusters Score -1.002755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223144 members 
Entering Unmasked Estep 
Score: -10027559.000000 Penalty: 1120.798584
	Iteration 33Q: 3 clusters Score -1.002756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223150 members 
Entering Unmasked Estep 
Score: -10027567.000000 Penalty: 1120.798584
	Iteration 34Q: 3 clusters Score -1.002757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223152 members 
Entering Unmasked Estep 
Score: -10027569.000000 Penalty: 1120.798584
	Iteration 35Q: 3 clusters Score -1.002757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 223153 members 
Entering Unmasked Estep 
Score: -10027572.000000 Penalty: 1120.798584
	Iteration 36Q: 3 clusters Score -1.002757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -10027570.000000 Penalty: 1120.798584
	Iteration 37Q: 3 clusters Score -1.002757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -10027570.000000 Penalty: 1120.798584
	Iteration 38F: 3 clusters Score -1.002757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -32886.589844 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -32886.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32162.113281 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -32162.11 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32450.728516 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -32450.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32536.623047 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -32536.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32583.925781 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -32583.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32620.500000 Penalty: 616.662109
	Iteration 4F: 3 clusters Score -32620.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32649.009766 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -32649.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32667.236328 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -32667.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32680.449219 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -32680.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32691.769531 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -32691.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32708.210938 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -32708.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32717.335938 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -32717.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32724.439453 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -32724.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32732.722656 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -32732.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32739.246094 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -32739.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32746.683594 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -32746.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32752.074219 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -32752.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32753.332031 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -32753.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32753.332031 Penalty: 616.662109
	Iteration 17F: 3 clusters Score -32753.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9478.925781 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -9478.926 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 135 members 
Entering Unmasked Estep 
Score: -9166.465820 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -9166.466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9254.247070 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -9254.247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9281.539062 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -9281.539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9309.793945 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -9309.794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9327.441406 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -9327.441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9338.409180 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -9338.409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9345.701172 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -9345.701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9356.998047 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -9356.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9367.464844 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -9367.465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9373.377930 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -9373.378 nChanged 2
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: -9377.968750 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -9377.969 nChanged 0
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: -9377.968750 Penalty: 508.439636
	Iteration 11F: 3 clusters Score -9377.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (125112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Entering Unmasked Estep 
Score: -5583167.000000 Penalty: 534.031860
	Iteration 0F: 2 clusters Score -5583167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -5498036.000000 Penalty: 1068.063721
	Iteration 0F: 3 clusters Score -5498036 nChanged 61480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -5537245.000000 Penalty: 1068.063721
	Iteration 1F: 3 clusters Score -5537245 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5541049.000000 Penalty: 1068.063721
	Iteration 2F: 3 clusters Score -5541049 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5548014.500000 Penalty: 1068.063721
	Iteration 3F: 3 clusters Score -5548014 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5557829.500000 Penalty: 1068.063721
	Iteration 4F: 3 clusters Score -5557830 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5567194.500000 Penalty: 1068.063721
	Iteration 5F: 3 clusters Score -5567194 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -5573231.500000 Penalty: 1068.063721
	Iteration 6Q: 3 clusters Score -5573232 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5576467.000000 Penalty: 1068.063721
	Iteration 7Q: 3 clusters Score -5576467 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -5578344.000000 Penalty: 1068.063721
	Iteration 8Q: 3 clusters Score -5578344 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5579614.000000 Penalty: 1068.063721
	Iteration 9Q: 3 clusters Score -5579614 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5580486.000000 Penalty: 1068.063721
	Iteration 10Q: 3 clusters Score -5580486 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5581058.500000 Penalty: 1068.063721
	Iteration 11Q: 3 clusters Score -5581058 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121841 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5581522.000000 Penalty: 1068.063721
	Iteration 12Q: 3 clusters Score -5581522 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5581871.000000 Penalty: 1068.063721
	Iteration 13Q: 3 clusters Score -5581871 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5582093.500000 Penalty: 1068.063721
	Iteration 14Q: 3 clusters Score -5582094 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5582220.500000 Penalty: 1068.063721
	Iteration 15Q: 3 clusters Score -5582220 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5582340.500000 Penalty: 1068.063721
	Iteration 16Q: 3 clusters Score -5582340 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5582414.500000 Penalty: 1068.063721
	Iteration 17Q: 3 clusters Score -5582414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5582484.500000 Penalty: 1068.063721
	Iteration 18Q: 3 clusters Score -5582484 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5582534.000000 Penalty: 1068.063721
	Iteration 19Q: 3 clusters Score -5582534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124260 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5582580.000000 Penalty: 1068.063721
	Iteration 20F: 3 clusters Score -5582580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5582607.500000 Penalty: 1068.063721
	Iteration 21Q: 3 clusters Score -5582608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5582626.500000 Penalty: 1068.063721
	Iteration 22Q: 3 clusters Score -5582626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5582644.000000 Penalty: 1068.063721
	Iteration 23Q: 3 clusters Score -5582644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5582653.500000 Penalty: 1068.063721
	Iteration 24Q: 3 clusters Score -5582654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5582671.000000 Penalty: 1068.063721
	Iteration 25Q: 3 clusters Score -5582671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5582684.000000 Penalty: 1068.063721
	Iteration 26Q: 3 clusters Score -5582684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124582 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5582689.000000 Penalty: 1068.063721
	Iteration 27Q: 3 clusters Score -5582689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5582695.500000 Penalty: 1068.063721
	Iteration 28Q: 3 clusters Score -5582696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5582706.000000 Penalty: 1068.063721
	Iteration 29Q: 3 clusters Score -5582706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5582709.500000 Penalty: 1068.063721
	Iteration 30Q: 3 clusters Score -5582710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124652 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5582709.000000 Penalty: 1068.063721
	Iteration 31Q: 3 clusters Score -5582709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5582713.000000 Penalty: 1068.063721
	Iteration 32Q: 3 clusters Score -5582713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5582722.000000 Penalty: 1068.063721
	Iteration 33Q: 3 clusters Score -5582722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5582722.500000 Penalty: 1068.063721
	Iteration 34Q: 3 clusters Score -5582722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124671 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5582722.500000 Penalty: 1068.063721
	Iteration 35Q: 3 clusters Score -5582722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5582723.500000 Penalty: 1068.063721
	Iteration 36Q: 3 clusters Score -5582724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5582726.000000 Penalty: 1068.063721
	Iteration 37Q: 3 clusters Score -5582726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5582727.500000 Penalty: 1068.063721
	Iteration 38Q: 3 clusters Score -5582728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124677 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5582726.500000 Penalty: 1068.063721
	Iteration 39Q: 3 clusters Score -5582726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5582729.500000 Penalty: 1068.063721
	Iteration 40F: 3 clusters Score -5582730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5582733.500000 Penalty: 1068.063721
	Iteration 41Q: 3 clusters Score -5582734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5582733.500000 Penalty: 1068.063721
	Iteration 42F: 3 clusters Score -5582734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -382058.062500 Penalty: 413.248901
	Iteration 0F: 2 clusters Score -382058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -376221.875000 Penalty: 826.497803
	Iteration 0F: 3 clusters Score -376221.9 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -379224.843750 Penalty: 826.497803
	Iteration 1F: 3 clusters Score -379224.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -379882.750000 Penalty: 826.497803
	Iteration 2F: 3 clusters Score -379882.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -380614.718750 Penalty: 826.497803
	Iteration 3F: 3 clusters Score -380614.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -381238.187500 Penalty: 826.497803
	Iteration 4F: 3 clusters Score -381238.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -381572.281250 Penalty: 826.497803
	Iteration 5Q: 3 clusters Score -381572.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -381690.093750 Penalty: 826.497803
	Iteration 6Q: 3 clusters Score -381690.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -381741.781250 Penalty: 826.497803
	Iteration 7Q: 3 clusters Score -381741.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -381763.375000 Penalty: 826.497803
	Iteration 8Q: 3 clusters Score -381763.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381776.812500 Penalty: 826.497803
	Iteration 9Q: 3 clusters Score -381776.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -381787.031250 Penalty: 826.497803
	Iteration 10Q: 3 clusters Score -381787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -381793.187500 Penalty: 826.497803
	Iteration 11Q: 3 clusters Score -381793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -381796.250000 Penalty: 826.497803
	Iteration 12Q: 3 clusters Score -381796.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -381798.531250 Penalty: 826.497803
	Iteration 13Q: 3 clusters Score -381798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381800.156250 Penalty: 826.497803
	Iteration 14Q: 3 clusters Score -381800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -381801.250000 Penalty: 826.497803
	Iteration 15Q: 3 clusters Score -381801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -381802.687500 Penalty: 826.497803
	Iteration 16Q: 3 clusters Score -381802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -381802.718750 Penalty: 826.497803
	Iteration 17Q: 3 clusters Score -381802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -381803.718750 Penalty: 826.497803
	Iteration 18Q: 3 clusters Score -381803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381805.187500 Penalty: 826.497803
	Iteration 19Q: 3 clusters Score -381805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -381806.468750 Penalty: 826.497803
	Iteration 20F: 3 clusters Score -381806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -381808.187500 Penalty: 826.497803
	Iteration 21Q: 3 clusters Score -381808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -381808.187500 Penalty: 826.497803
	Iteration 22Q: 3 clusters Score -381808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -381807.656250 Penalty: 826.497803
	Iteration 23Q: 3 clusters Score -381807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -381810.125000 Penalty: 826.497803
	Iteration 24Q: 3 clusters Score -381810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -381812.437500 Penalty: 826.497803
	Iteration 25Q: 3 clusters Score -381812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381814.968750 Penalty: 826.497803
	Iteration 26Q: 3 clusters Score -381815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -381816.281250 Penalty: 826.497803
	Iteration 27Q: 3 clusters Score -381816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -381817.468750 Penalty: 826.497803
	Iteration 28Q: 3 clusters Score -381817.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381818.781250 Penalty: 826.497803
	Iteration 29Q: 3 clusters Score -381818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381817.937500 Penalty: 826.497803
	Iteration 30Q: 3 clusters Score -381817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -381819.187500 Penalty: 826.497803
	Iteration 31Q: 3 clusters Score -381819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381819.375000 Penalty: 826.497803
	Iteration 32Q: 3 clusters Score -381819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381819.375000 Penalty: 826.497803
	Iteration 33F: 3 clusters Score -381819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 47810 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 21261 members 
Mstep: Class 7 contains 36835 members 
Mstep: Class 8 contains 172878 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 99198 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 37878 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 158265 members 
Mstep: Class 18 contains 45196 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223344 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 125112 members 
Mstep: Class 25 contains 8799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952276.000000 Penalty: 16473.486328
Iteration 279Q: 27 clusters Score -4.695228e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 48022 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 21272 members 
Mstep: Class 7 contains 36852 members 
Mstep: Class 8 contains 172266 members 
Mstep: Class 9 contains 9800 members 
Mstep: Class 10 contains 98506 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 37810 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 19709 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 159306 members 
Mstep: Class 18 contains 45365 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223419 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 124999 members 
Mstep: Class 25 contains 8871 members 
Mstep: Class 26 contains 64721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952736.000000 Penalty: 16473.486328
Iteration 280F: 27 clusters Score -4.695274e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 48226 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 7837 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 21263 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 8 contains 171740 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 97728 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 37756 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 160290 members 
Mstep: Class 18 contains 45273 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223553 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 124917 members 
Mstep: Class 25 contains 8916 members 
Mstep: Class 26 contains 64874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953060.000000 Penalty: 16473.486328
Iteration 281Q: 27 clusters Score -4.695306e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 48430 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 7830 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 21244 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 171244 members 
Mstep: Class 9 contains 9782 members 
Mstep: Class 10 contains 97041 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 37709 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8628 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 161359 members 
Mstep: Class 18 contains 45193 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223507 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 124851 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 64957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953260.000000 Penalty: 16473.486328
Iteration 282Q: 27 clusters Score -4.695326e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 48645 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 7836 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 21216 members 
Mstep: Class 7 contains 36824 members 
Mstep: Class 8 contains 170805 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 96278 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 37663 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 19834 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 162398 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223515 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 124794 members 
Mstep: Class 25 contains 8989 members 
Mstep: Class 26 contains 64974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953584.000000 Penalty: 16473.486328
Iteration 283Q: 27 clusters Score -4.695358e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 48849 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 21194 members 
Mstep: Class 7 contains 36804 members 
Mstep: Class 8 contains 170383 members 
Mstep: Class 9 contains 9783 members 
Mstep: Class 10 contains 95480 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 37613 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 19889 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 163491 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223453 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 124775 members 
Mstep: Class 25 contains 9024 members 
Mstep: Class 26 contains 65019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953812.000000 Penalty: 16473.486328
Iteration 284Q: 27 clusters Score -4.695381e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 49049 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 21193 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 170059 members 
Mstep: Class 9 contains 9791 members 
Mstep: Class 10 contains 94549 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 37552 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 164664 members 
Mstep: Class 18 contains 44987 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223336 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 124771 members 
Mstep: Class 25 contains 9053 members 
Mstep: Class 26 contains 65039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954172.000000 Penalty: 16473.486328
Iteration 285Q: 27 clusters Score -4.695417e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 49279 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 169682 members 
Mstep: Class 9 contains 9798 members 
Mstep: Class 10 contains 93706 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 37497 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 19982 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 165865 members 
Mstep: Class 18 contains 44918 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 223051 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 124845 members 
Mstep: Class 25 contains 9076 members 
Mstep: Class 26 contains 65072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954156.000000 Penalty: 16473.486328
Iteration 286Q: 27 clusters Score -4.695416e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 49479 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 7839 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 21166 members 
Mstep: Class 7 contains 36800 members 
Mstep: Class 8 contains 169336 members 
Mstep: Class 9 contains 9803 members 
Mstep: Class 10 contains 92806 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 12 contains 37443 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 166945 members 
Mstep: Class 18 contains 44859 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222843 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 125004 members 
Mstep: Class 25 contains 9110 members 
Mstep: Class 26 contains 65108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954104.000000 Penalty: 16473.486328
Iteration 287Q: 27 clusters Score -4.69541e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 49706 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 7833 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 21146 members 
Mstep: Class 7 contains 36799 members 
Mstep: Class 8 contains 168984 members 
Mstep: Class 9 contains 9813 members 
Mstep: Class 10 contains 92013 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 37383 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 168119 members 
Mstep: Class 18 contains 44813 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 222412 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 125191 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 65123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954140.000000 Penalty: 16473.486328
Iteration 288Q: 27 clusters Score -4.695414e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 21125 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 168665 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 91265 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 37326 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 20102 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 169344 members 
Mstep: Class 18 contains 44760 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 221821 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 125419 members 
Mstep: Class 25 contains 9160 members 
Mstep: Class 26 contains 65141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954260.000000 Penalty: 16473.486328
Iteration 289Q: 27 clusters Score -4.695426e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 50146 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 21129 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 168341 members 
Mstep: Class 9 contains 9837 members 
Mstep: Class 10 contains 90470 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 37262 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 20133 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 170462 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 221317 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 125698 members 
Mstep: Class 25 contains 9177 members 
Mstep: Class 26 contains 65176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954392.000000 Penalty: 16473.486328
Iteration 290Q: 27 clusters Score -4.695439e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 50369 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 7818 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 21134 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 168090 members 
Mstep: Class 9 contains 9856 members 
Mstep: Class 10 contains 89580 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 37195 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 20162 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 171628 members 
Mstep: Class 18 contains 44670 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 220749 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126023 members 
Mstep: Class 25 contains 9197 members 
Mstep: Class 26 contains 65194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954280.000000 Penalty: 16473.486328
Iteration 291Q: 27 clusters Score -4.695428e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 50593 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 7812 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 21130 members 
Mstep: Class 7 contains 36788 members 
Mstep: Class 8 contains 167769 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 10 contains 88806 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 37115 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 172892 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 220027 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 126382 members 
Mstep: Class 25 contains 9216 members 
Mstep: Class 26 contains 65195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953916.000000 Penalty: 16473.486328
Iteration 292Q: 27 clusters Score -4.695392e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 50812 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 21125 members 
Mstep: Class 7 contains 36771 members 
Mstep: Class 8 contains 167408 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 88099 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 37055 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 20241 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 174104 members 
Mstep: Class 18 contains 44580 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 219345 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 126711 members 
Mstep: Class 25 contains 9248 members 
Mstep: Class 26 contains 65214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953800.000000 Penalty: 16473.486328
Iteration 293Q: 27 clusters Score -4.69538e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 51022 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 36762 members 
Mstep: Class 8 contains 167165 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 87272 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 12 contains 36995 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8660 members 
Mstep: Class 15 contains 20284 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 175323 members 
Mstep: Class 18 contains 44547 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 218633 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 127071 members 
Mstep: Class 25 contains 9278 members 
Mstep: Class 26 contains 65204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954060.000000 Penalty: 16473.486328
Iteration 294Q: 27 clusters Score -4.695406e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 51240 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 166794 members 
Mstep: Class 9 contains 9907 members 
Mstep: Class 10 contains 86677 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 36934 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 20321 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 176575 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 217765 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 127436 members 
Mstep: Class 25 contains 9299 members 
Mstep: Class 26 contains 65212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953940.000000 Penalty: 16473.486328
Iteration 295Q: 27 clusters Score -4.695394e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 51464 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 21107 members 
Mstep: Class 7 contains 36725 members 
Mstep: Class 8 contains 166516 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 85931 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 177856 members 
Mstep: Class 18 contains 44478 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 216911 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 127813 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 65231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953984.000000 Penalty: 16473.486328
Iteration 296Q: 27 clusters Score -4.695398e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 51684 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 7808 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 21098 members 
Mstep: Class 7 contains 36719 members 
Mstep: Class 8 contains 166170 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 85293 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 36828 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8692 members 
Mstep: Class 15 contains 20400 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 179081 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 216081 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 128184 members 
Mstep: Class 25 contains 9339 members 
Mstep: Class 26 contains 65219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954188.000000 Penalty: 16473.486328
Iteration 297Q: 27 clusters Score -4.695419e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 51915 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 7811 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 36697 members 
Mstep: Class 8 contains 165805 members 
Mstep: Class 9 contains 9942 members 
Mstep: Class 10 contains 84651 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 20438 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 180252 members 
Mstep: Class 18 contains 44423 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 215300 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 128581 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 65217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954072.000000 Penalty: 16473.486328
Iteration 298Q: 27 clusters Score -4.695407e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 52141 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 21052 members 
Mstep: Class 7 contains 36683 members 
Mstep: Class 8 contains 165420 members 
Mstep: Class 9 contains 9948 members 
Mstep: Class 10 contains 84123 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 36730 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 181415 members 
Mstep: Class 18 contains 44391 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 214417 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 129008 members 
Mstep: Class 25 contains 9370 members 
Mstep: Class 26 contains 65231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954352.000000 Penalty: 16473.486328
Iteration 299Q: 27 clusters Score -4.695435e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 52397 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 21025 members 
Mstep: Class 7 contains 36677 members 
Mstep: Class 8 contains 165033 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 83568 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 36677 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8722 members 
Mstep: Class 15 contains 20533 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 182512 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 213597 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 129443 members 
Mstep: Class 25 contains 9377 members 
Mstep: Class 26 contains 65233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954456.000000 Penalty: 16473.486328
Iteration 300F: 27 clusters Score -4.695446e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 52627 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 3481 members 
Mstep: Class 6 contains 20996 members 
Mstep: Class 7 contains 36676 members 
Mstep: Class 8 contains 164684 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 83049 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 36624 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 20573 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 183559 members 
Mstep: Class 18 contains 44326 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 212746 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 129875 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 65263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954268.000000 Penalty: 16473.486328
Iteration 301Q: 27 clusters Score -4.695427e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 52844 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 20969 members 
Mstep: Class 7 contains 36676 members 
Mstep: Class 8 contains 164347 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 82476 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 36587 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 20615 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 184563 members 
Mstep: Class 18 contains 44291 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 211963 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 130334 members 
Mstep: Class 25 contains 9407 members 
Mstep: Class 26 contains 65279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953964.000000 Penalty: 16473.486328
Iteration 302Q: 27 clusters Score -4.695396e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 53073 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 20959 members 
Mstep: Class 7 contains 36683 members 
Mstep: Class 8 contains 164009 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 81884 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 36531 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 8759 members 
Mstep: Class 15 contains 20654 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 185585 members 
Mstep: Class 18 contains 44252 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 211157 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 130839 members 
Mstep: Class 25 contains 9410 members 
Mstep: Class 26 contains 65291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953920.000000 Penalty: 16473.486328
Iteration 303Q: 27 clusters Score -4.695392e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 53288 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 6 contains 20943 members 
Mstep: Class 7 contains 36679 members 
Mstep: Class 8 contains 163675 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 81260 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 36475 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 8762 members 
Mstep: Class 15 contains 20692 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 186658 members 
Mstep: Class 18 contains 44210 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 210321 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 131391 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 65302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954052.000000 Penalty: 16473.486328
Iteration 304Q: 27 clusters Score -4.695405e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 53509 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 7777 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 36679 members 
Mstep: Class 8 contains 163303 members 
Mstep: Class 9 contains 9976 members 
Mstep: Class 10 contains 80685 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 36417 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 8763 members 
Mstep: Class 15 contains 20733 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 187770 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 209451 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 131894 members 
Mstep: Class 25 contains 9404 members 
Mstep: Class 26 contains 65312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953828.000000 Penalty: 16473.486328
Iteration 305Q: 27 clusters Score -4.695383e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 53699 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 20920 members 
Mstep: Class 7 contains 36680 members 
Mstep: Class 8 contains 163030 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 80014 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 36351 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 8759 members 
Mstep: Class 15 contains 20773 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 188994 members 
Mstep: Class 18 contains 44140 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 208497 members 
Mstep: Class 22 contains 872 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 132412 members 
Mstep: Class 25 contains 9400 members 
Mstep: Class 26 contains 65313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953872.000000 Penalty: 16473.486328
Iteration 306Q: 27 clusters Score -4.695387e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 53905 members 
Mstep: Class 3 contains 1738 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 20916 members 
Mstep: Class 7 contains 36670 members 
Mstep: Class 8 contains 162783 members 
Mstep: Class 9 contains 9999 members 
Mstep: Class 10 contains 79313 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 36262 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 8750 members 
Mstep: Class 15 contains 20809 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 190142 members 
Mstep: Class 18 contains 44101 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 207582 members 
Mstep: Class 22 contains 872 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 132978 members 
Mstep: Class 25 contains 9401 members 
Mstep: Class 26 contains 65317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954012.000000 Penalty: 16473.486328
Iteration 307Q: 27 clusters Score -4.695401e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 54093 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 20911 members 
Mstep: Class 7 contains 36660 members 
Mstep: Class 8 contains 162457 members 
Mstep: Class 9 contains 10015 members 
Mstep: Class 10 contains 78743 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 36178 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 20838 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 191309 members 
Mstep: Class 18 contains 44069 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 206628 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 133513 members 
Mstep: Class 25 contains 9405 members 
Mstep: Class 26 contains 65323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953960.000000 Penalty: 16473.486328
Iteration 308Q: 27 clusters Score -4.695396e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 54268 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 3430 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 36650 members 
Mstep: Class 8 contains 162153 members 
Mstep: Class 9 contains 10034 members 
Mstep: Class 10 contains 78125 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 36104 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 8720 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 192398 members 
Mstep: Class 18 contains 44034 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 205714 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 134110 members 
Mstep: Class 25 contains 9412 members 
Mstep: Class 26 contains 65334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953672.000000 Penalty: 16473.486328
Iteration 309Q: 27 clusters Score -4.695367e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 54456 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 161870 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 77502 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 36029 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 193615 members 
Mstep: Class 18 contains 43995 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 204722 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 134642 members 
Mstep: Class 25 contains 9429 members 
Mstep: Class 26 contains 65336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953608.000000 Penalty: 16473.486328
Iteration 310Q: 27 clusters Score -4.695361e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 54645 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 36637 members 
Mstep: Class 8 contains 161546 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 76906 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 35954 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 20898 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 194821 members 
Mstep: Class 18 contains 43947 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 203743 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 135190 members 
Mstep: Class 25 contains 9440 members 
Mstep: Class 26 contains 65339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953748.000000 Penalty: 16473.486328
Iteration 311Q: 27 clusters Score -4.695375e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 54859 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 20903 members 
Mstep: Class 7 contains 36625 members 
Mstep: Class 8 contains 161202 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 76343 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 35876 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 8687 members 
Mstep: Class 15 contains 20919 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 195926 members 
Mstep: Class 18 contains 43900 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 202863 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 135742 members 
Mstep: Class 25 contains 9439 members 
Mstep: Class 26 contains 65330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953788.000000 Penalty: 16473.486328
Iteration 312Q: 27 clusters Score -4.695379e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 55037 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 7666 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 20902 members 
Mstep: Class 7 contains 36605 members 
Mstep: Class 8 contains 160903 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 75735 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 35812 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 20938 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 196991 members 
Mstep: Class 18 contains 43875 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 202014 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 136350 members 
Mstep: Class 25 contains 9428 members 
Mstep: Class 26 contains 65310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953800.000000 Penalty: 16473.486328
Iteration 313Q: 27 clusters Score -4.69538e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 55239 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 20883 members 
Mstep: Class 7 contains 36596 members 
Mstep: Class 8 contains 160578 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 75151 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 35754 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 8674 members 
Mstep: Class 15 contains 20957 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 198055 members 
Mstep: Class 18 contains 43842 members 
Mstep: Class 19 contains 2509 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 201174 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 136902 members 
Mstep: Class 25 contains 9430 members 
Mstep: Class 26 contains 65302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953584.000000 Penalty: 16473.486328
Iteration 314Q: 27 clusters Score -4.695358e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 55434 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 20869 members 
Mstep: Class 7 contains 36601 members 
Mstep: Class 8 contains 160196 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 74732 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 35699 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 20977 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 199087 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 200266 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 137450 members 
Mstep: Class 25 contains 9439 members 
Mstep: Class 26 contains 65275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953716.000000 Penalty: 16473.486328
Iteration 315Q: 27 clusters Score -4.695372e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 55627 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 36604 members 
Mstep: Class 8 contains 159842 members 
Mstep: Class 9 contains 10141 members 
Mstep: Class 10 contains 74266 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 35649 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 20993 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 200168 members 
Mstep: Class 18 contains 43785 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 199327 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 137996 members 
Mstep: Class 25 contains 9447 members 
Mstep: Class 26 contains 65250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953704.000000 Penalty: 16473.486328
Iteration 316Q: 27 clusters Score -4.69537e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 55779 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 36603 members 
Mstep: Class 8 contains 159510 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 73749 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 35607 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 21013 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 201274 members 
Mstep: Class 18 contains 43755 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 198417 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 138567 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 65203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953796.000000 Penalty: 16473.486328
Iteration 317Q: 27 clusters Score -4.69538e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 55943 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 36602 members 
Mstep: Class 8 contains 159089 members 
Mstep: Class 9 contains 10203 members 
Mstep: Class 10 contains 73384 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 35557 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 21035 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 202422 members 
Mstep: Class 18 contains 43735 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 197353 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 139146 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 65178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953740.000000 Penalty: 16473.486328
Iteration 318Q: 27 clusters Score -4.695374e+07 nChanged 4244
Entering ConstructFrom: 
Score: -46953740.000000 Penalty: 16473.486328
Entering ConstructFrom: 
Trying to split cluster 1 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -687011.437500 Penalty: 439.186890
	Iteration 0F: 2 clusters Score -687011.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -676738.875000 Penalty: 878.373779
	Iteration 0F: 3 clusters Score -676738.9 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -681088.375000 Penalty: 878.373779
	Iteration 1F: 3 clusters Score -681088.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -681389.375000 Penalty: 878.373779
	Iteration 2F: 3 clusters Score -681389.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -681777.062500 Penalty: 878.373779
	Iteration 3F: 3 clusters Score -681777.1 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -682329.812500 Penalty: 878.373779
	Iteration 4F: 3 clusters Score -682329.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -683064.187500 Penalty: 878.373779
	Iteration 5F: 3 clusters Score -683064.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -683874.125000 Penalty: 878.373779
	Iteration 6F: 3 clusters Score -683874.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -684603.687500 Penalty: 878.373779
	Iteration 7F: 3 clusters Score -684603.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -685060.937500 Penalty: 878.373779
	Iteration 8Q: 3 clusters Score -685060.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -685328.375000 Penalty: 878.373779
	Iteration 9Q: 3 clusters Score -685328.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -685539.687500 Penalty: 878.373779
	Iteration 10Q: 3 clusters Score -685539.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -685733.687500 Penalty: 878.373779
	Iteration 11Q: 3 clusters Score -685733.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -685889.875000 Penalty: 878.373779
	Iteration 12Q: 3 clusters Score -685889.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -686049.750000 Penalty: 878.373779
	Iteration 13Q: 3 clusters Score -686049.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -686203.125000 Penalty: 878.373779
	Iteration 14Q: 3 clusters Score -686203.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -686307.937500 Penalty: 878.373779
	Iteration 15Q: 3 clusters Score -686307.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -686387.187500 Penalty: 878.373779
	Iteration 16Q: 3 clusters Score -686387.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -686464.437500 Penalty: 878.373779
	Iteration 17Q: 3 clusters Score -686464.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -686517.000000 Penalty: 878.373779
	Iteration 18Q: 3 clusters Score -686517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -686551.250000 Penalty: 878.373779
	Iteration 19Q: 3 clusters Score -686551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -686565.750000 Penalty: 878.373779
	Iteration 20F: 3 clusters Score -686565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -686577.312500 Penalty: 878.373779
	Iteration 21Q: 3 clusters Score -686577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -686589.125000 Penalty: 878.373779
	Iteration 22Q: 3 clusters Score -686589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -686601.375000 Penalty: 878.373779
	Iteration 23Q: 3 clusters Score -686601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -686606.812500 Penalty: 878.373779
	Iteration 24Q: 3 clusters Score -686606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -686609.000000 Penalty: 878.373779
	Iteration 25Q: 3 clusters Score -686609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -686612.687500 Penalty: 878.373779
	Iteration 26Q: 3 clusters Score -686612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -686615.812500 Penalty: 878.373779
	Iteration 27Q: 3 clusters Score -686615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -686619.500000 Penalty: 878.373779
	Iteration 28Q: 3 clusters Score -686619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -686621.375000 Penalty: 878.373779
	Iteration 29Q: 3 clusters Score -686621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -686626.687500 Penalty: 878.373779
	Iteration 30Q: 3 clusters Score -686626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -686629.062500 Penalty: 878.373779
	Iteration 31Q: 3 clusters Score -686629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -686630.562500 Penalty: 878.373779
	Iteration 32Q: 3 clusters Score -686630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -686631.187500 Penalty: 878.373779
	Iteration 33Q: 3 clusters Score -686631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -686631.187500 Penalty: 878.373779
	Iteration 34F: 3 clusters Score -686631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Entering Unmasked Estep 
Score: -2510255.500000 Penalty: 497.535095
	Iteration 0F: 2 clusters Score -2510256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2472625.750000 Penalty: 995.070190
	Iteration 0F: 3 clusters Score -2472626 nChanged 27088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -2488739.250000 Penalty: 995.070190
	Iteration 1F: 3 clusters Score -2488739 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -2489544.000000 Penalty: 995.070190
	Iteration 2Q: 3 clusters Score -2489544 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2490788.500000 Penalty: 995.070190
	Iteration 3Q: 3 clusters Score -2490788 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2492637.500000 Penalty: 995.070190
	Iteration 4F: 3 clusters Score -2492638 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2495172.500000 Penalty: 995.070190
	Iteration 5F: 3 clusters Score -2495172 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2497958.000000 Penalty: 995.070190
	Iteration 6F: 3 clusters Score -2497958 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2500249.000000 Penalty: 995.070190
	Iteration 7F: 3 clusters Score -2500249 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2501563.250000 Penalty: 995.070190
	Iteration 8Q: 3 clusters Score -2501563 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2502264.750000 Penalty: 995.070190
	Iteration 9Q: 3 clusters Score -2502265 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2502875.500000 Penalty: 995.070190
	Iteration 10Q: 3 clusters Score -2502876 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2503531.500000 Penalty: 995.070190
	Iteration 11Q: 3 clusters Score -2503532 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2504151.000000 Penalty: 995.070190
	Iteration 12Q: 3 clusters Score -2504151 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2504837.750000 Penalty: 995.070190
	Iteration 13Q: 3 clusters Score -2504838 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2505536.250000 Penalty: 995.070190
	Iteration 14Q: 3 clusters Score -2505536 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2506175.500000 Penalty: 995.070190
	Iteration 15Q: 3 clusters Score -2506176 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2506814.250000 Penalty: 995.070190
	Iteration 16Q: 3 clusters Score -2506814 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2507369.250000 Penalty: 995.070190
	Iteration 17Q: 3 clusters Score -2507369 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2507877.750000 Penalty: 995.070190
	Iteration 18Q: 3 clusters Score -2507878 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2508281.000000 Penalty: 995.070190
	Iteration 19Q: 3 clusters Score -2508281 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2508589.250000 Penalty: 995.070190
	Iteration 20F: 3 clusters Score -2508589 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2508845.750000 Penalty: 995.070190
	Iteration 21Q: 3 clusters Score -2508846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2509078.000000 Penalty: 995.070190
	Iteration 22Q: 3 clusters Score -2509078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2509251.500000 Penalty: 995.070190
	Iteration 23Q: 3 clusters Score -2509252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2509401.000000 Penalty: 995.070190
	Iteration 24Q: 3 clusters Score -2509401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2509515.750000 Penalty: 995.070190
	Iteration 25Q: 3 clusters Score -2509516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2509585.250000 Penalty: 995.070190
	Iteration 26Q: 3 clusters Score -2509585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2509650.250000 Penalty: 995.070190
	Iteration 27Q: 3 clusters Score -2509650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2509690.000000 Penalty: 995.070190
	Iteration 28Q: 3 clusters Score -2509690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2509728.750000 Penalty: 995.070190
	Iteration 29Q: 3 clusters Score -2509729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2509750.000000 Penalty: 995.070190
	Iteration 30Q: 3 clusters Score -2509750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2509766.250000 Penalty: 995.070190
	Iteration 31Q: 3 clusters Score -2509766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2509781.750000 Penalty: 995.070190
	Iteration 32Q: 3 clusters Score -2509782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2509794.500000 Penalty: 995.070190
	Iteration 33Q: 3 clusters Score -2509794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2509806.250000 Penalty: 995.070190
	Iteration 34Q: 3 clusters Score -2509806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2509815.000000 Penalty: 995.070190
	Iteration 35Q: 3 clusters Score -2509815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2509818.500000 Penalty: 995.070190
	Iteration 36Q: 3 clusters Score -2509818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509822.000000 Penalty: 995.070190
	Iteration 37Q: 3 clusters Score -2509822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2509824.000000 Penalty: 995.070190
	Iteration 38Q: 3 clusters Score -2509824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2509827.000000 Penalty: 995.070190
	Iteration 39Q: 3 clusters Score -2509827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2509830.000000 Penalty: 995.070190
	Iteration 40F: 3 clusters Score -2509830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2509833.000000 Penalty: 995.070190
	Iteration 41Q: 3 clusters Score -2509833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2509834.750000 Penalty: 995.070190
	Iteration 42Q: 3 clusters Score -2509835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2509835.000000 Penalty: 995.070190
	Iteration 43Q: 3 clusters Score -2509835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2509837.250000 Penalty: 995.070190
	Iteration 44Q: 3 clusters Score -2509837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2509837.250000 Penalty: 995.070190
	Iteration 45Q: 3 clusters Score -2509837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2509837.250000 Penalty: 995.070190
	Iteration 46F: 3 clusters Score -2509837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -73560.093750 Penalty: 338.392883
	Iteration 0F: 2 clusters Score -73560.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -72373.851562 Penalty: 676.785767
	Iteration 0F: 3 clusters Score -72373.85 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -72739.062500 Penalty: 676.785767
	Iteration 1F: 3 clusters Score -72739.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -72779.921875 Penalty: 676.785767
	Iteration 2F: 3 clusters Score -72779.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -72808.367188 Penalty: 676.785767
	Iteration 3Q: 3 clusters Score -72808.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72825.734375 Penalty: 676.785767
	Iteration 4Q: 3 clusters Score -72825.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -72838.195312 Penalty: 676.785767
	Iteration 5Q: 3 clusters Score -72838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -72849.812500 Penalty: 676.785767
	Iteration 6Q: 3 clusters Score -72849.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -72866.007812 Penalty: 676.785767
	Iteration 7Q: 3 clusters Score -72866.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -72885.257812 Penalty: 676.785767
	Iteration 8Q: 3 clusters Score -72885.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -72910.898438 Penalty: 676.785767
	Iteration 9Q: 3 clusters Score -72910.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -72934.851562 Penalty: 676.785767
	Iteration 10Q: 3 clusters Score -72934.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -72958.179688 Penalty: 676.785767
	Iteration 11Q: 3 clusters Score -72958.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -72979.710938 Penalty: 676.785767
	Iteration 12Q: 3 clusters Score -72979.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -72997.390625 Penalty: 676.785767
	Iteration 13Q: 3 clusters Score -72997.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -73013.164062 Penalty: 676.785767
	Iteration 14Q: 3 clusters Score -73013.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -73025.015625 Penalty: 676.785767
	Iteration 15Q: 3 clusters Score -73025.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -73034.890625 Penalty: 676.785767
	Iteration 16Q: 3 clusters Score -73034.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -73041.578125 Penalty: 676.785767
	Iteration 17Q: 3 clusters Score -73041.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -73045.164062 Penalty: 676.785767
	Iteration 18Q: 3 clusters Score -73045.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -73047.703125 Penalty: 676.785767
	Iteration 19Q: 3 clusters Score -73047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -73054.023438 Penalty: 676.785767
	Iteration 20F: 3 clusters Score -73054.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -73062.257812 Penalty: 676.785767
	Iteration 21Q: 3 clusters Score -73062.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -73066.656250 Penalty: 676.785767
	Iteration 22Q: 3 clusters Score -73066.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -73070.687500 Penalty: 676.785767
	Iteration 23Q: 3 clusters Score -73070.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -73077.460938 Penalty: 676.785767
	Iteration 24Q: 3 clusters Score -73077.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -73087.164062 Penalty: 676.785767
	Iteration 25Q: 3 clusters Score -73087.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -73097.554688 Penalty: 676.785767
	Iteration 26Q: 3 clusters Score -73097.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -73102.257812 Penalty: 676.785767
	Iteration 27Q: 3 clusters Score -73102.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -73104.570312 Penalty: 676.785767
	Iteration 28Q: 3 clusters Score -73104.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -73105.937500 Penalty: 676.785767
	Iteration 29Q: 3 clusters Score -73105.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -73108.109375 Penalty: 676.785767
	Iteration 30Q: 3 clusters Score -73108.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -73109.539062 Penalty: 676.785767
	Iteration 31Q: 3 clusters Score -73109.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -73112.062500 Penalty: 676.785767
	Iteration 32Q: 3 clusters Score -73112.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -73114.218750 Penalty: 676.785767
	Iteration 33Q: 3 clusters Score -73114.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -73115.273438 Penalty: 676.785767
	Iteration 34Q: 3 clusters Score -73115.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -73117.078125 Penalty: 676.785767
	Iteration 35Q: 3 clusters Score -73117.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -73118.531250 Penalty: 676.785767
	Iteration 36Q: 3 clusters Score -73118.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -73120.679688 Penalty: 676.785767
	Iteration 37Q: 3 clusters Score -73120.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -73126.148438 Penalty: 676.785767
	Iteration 38Q: 3 clusters Score -73126.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -73129.375000 Penalty: 676.785767
	Iteration 39Q: 3 clusters Score -73129.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -73131.953125 Penalty: 676.785767
	Iteration 40F: 3 clusters Score -73131.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -73133.593750 Penalty: 676.785767
	Iteration 41Q: 3 clusters Score -73133.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -73135.070312 Penalty: 676.785767
	Iteration 42Q: 3 clusters Score -73135.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -73136.523438 Penalty: 676.785767
	Iteration 43Q: 3 clusters Score -73136.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -73137.203125 Penalty: 676.785767
	Iteration 44Q: 3 clusters Score -73137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -73138.546875 Penalty: 676.785767
	Iteration 45Q: 3 clusters Score -73138.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -73138.890625 Penalty: 676.785767
	Iteration 46Q: 3 clusters Score -73138.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -73138.890625 Penalty: 676.785767
	Iteration 47F: 3 clusters Score -73138.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -332892.281250 Penalty: 406.204895
	Iteration 0F: 2 clusters Score -332892.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -327819.843750 Penalty: 812.409790
	Iteration 0F: 3 clusters Score -327819.8 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -329833.093750 Penalty: 812.409790
	Iteration 1F: 3 clusters Score -329833.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -330042.906250 Penalty: 812.409790
	Iteration 2F: 3 clusters Score -330042.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -330248.125000 Penalty: 812.409790
	Iteration 3F: 3 clusters Score -330248.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -330468.562500 Penalty: 812.409790
	Iteration 4F: 3 clusters Score -330468.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -330720.218750 Penalty: 812.409790
	Iteration 5F: 3 clusters Score -330720.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -331043.593750 Penalty: 812.409790
	Iteration 6F: 3 clusters Score -331043.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -331316.500000 Penalty: 812.409790
	Iteration 7F: 3 clusters Score -331316.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -331495.625000 Penalty: 812.409790
	Iteration 8Q: 3 clusters Score -331495.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -331624.375000 Penalty: 812.409790
	Iteration 9Q: 3 clusters Score -331624.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -331705.031250 Penalty: 812.409790
	Iteration 10Q: 3 clusters Score -331705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -331782.906250 Penalty: 812.409790
	Iteration 11Q: 3 clusters Score -331782.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -331854.750000 Penalty: 812.409790
	Iteration 12Q: 3 clusters Score -331854.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -331919.687500 Penalty: 812.409790
	Iteration 13Q: 3 clusters Score -331919.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -331967.843750 Penalty: 812.409790
	Iteration 14Q: 3 clusters Score -331967.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -332002.593750 Penalty: 812.409790
	Iteration 15Q: 3 clusters Score -332002.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -332035.187500 Penalty: 812.409790
	Iteration 16Q: 3 clusters Score -332035.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -332059.281250 Penalty: 812.409790
	Iteration 17Q: 3 clusters Score -332059.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -332075.250000 Penalty: 812.409790
	Iteration 18Q: 3 clusters Score -332075.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -332090.093750 Penalty: 812.409790
	Iteration 19Q: 3 clusters Score -332090.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -332101.125000 Penalty: 812.409790
	Iteration 20F: 3 clusters Score -332101.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -332113.843750 Penalty: 812.409790
	Iteration 21Q: 3 clusters Score -332113.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -332120.906250 Penalty: 812.409790
	Iteration 22Q: 3 clusters Score -332120.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -332126.156250 Penalty: 812.409790
	Iteration 23Q: 3 clusters Score -332126.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -332129.906250 Penalty: 812.409790
	Iteration 24Q: 3 clusters Score -332129.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -332132.656250 Penalty: 812.409790
	Iteration 25Q: 3 clusters Score -332132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -332133.718750 Penalty: 812.409790
	Iteration 26Q: 3 clusters Score -332133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -332137.250000 Penalty: 812.409790
	Iteration 27Q: 3 clusters Score -332137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -332139.562500 Penalty: 812.409790
	Iteration 28Q: 3 clusters Score -332139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -332140.218750 Penalty: 812.409790
	Iteration 29Q: 3 clusters Score -332140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -332141.437500 Penalty: 812.409790
	Iteration 30Q: 3 clusters Score -332141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -332144.375000 Penalty: 812.409790
	Iteration 31Q: 3 clusters Score -332144.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -332147.500000 Penalty: 812.409790
	Iteration 32Q: 3 clusters Score -332147.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -332146.750000 Penalty: 812.409790
	Iteration 33Q: 3 clusters Score -332146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -332148.656250 Penalty: 812.409790
	Iteration 34Q: 3 clusters Score -332148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -332149.093750 Penalty: 812.409790
	Iteration 35Q: 3 clusters Score -332149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -332149.812500 Penalty: 812.409790
	Iteration 36Q: 3 clusters Score -332149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -332150.000000 Penalty: 812.409790
	Iteration 37Q: 3 clusters Score -332150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -332150.000000 Penalty: 812.409790
	Iteration 38Q: 3 clusters Score -332150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -332151.843750 Penalty: 812.409790
	Iteration 39Q: 3 clusters Score -332151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -332153.625000 Penalty: 812.409790
	Iteration 40F: 3 clusters Score -332153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -332153.156250 Penalty: 812.409790
	Iteration 41Q: 3 clusters Score -332153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -332153.437500 Penalty: 812.409790
	Iteration 42Q: 3 clusters Score -332153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -332154.625000 Penalty: 812.409790
	Iteration 43Q: 3 clusters Score -332154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -332155.218750 Penalty: 812.409790
	Iteration 44Q: 3 clusters Score -332155.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -332156.875000 Penalty: 812.409790
	Iteration 45Q: 3 clusters Score -332156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -332157.718750 Penalty: 812.409790
	Iteration 46Q: 3 clusters Score -332157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -332157.656250 Penalty: 812.409790
	Iteration 47Q: 3 clusters Score -332157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -332157.875000 Penalty: 812.409790
	Iteration 48Q: 3 clusters Score -332157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -332158.906250 Penalty: 812.409790
	Iteration 49Q: 3 clusters Score -332158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -332158.531250 Penalty: 812.409790
	Iteration 50Q: 3 clusters Score -332158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -332158.937500 Penalty: 812.409790
	Iteration 51Q: 3 clusters Score -332158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -332158.718750 Penalty: 812.409790
	Iteration 52Q: 3 clusters Score -332158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -332158.718750 Penalty: 812.409790
	Iteration 53F: 3 clusters Score -332158.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -148910.515625 Penalty: 370.011414
	Iteration 0F: 2 clusters Score -148910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -146544.250000 Penalty: 740.022827
	Iteration 0F: 3 clusters Score -146544.2 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -147343.718750 Penalty: 740.022827
	Iteration 1F: 3 clusters Score -147343.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -147401.156250 Penalty: 740.022827
	Iteration 2Q: 3 clusters Score -147401.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -147434.875000 Penalty: 740.022827
	Iteration 3Q: 3 clusters Score -147434.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -147457.437500 Penalty: 740.022827
	Iteration 4Q: 3 clusters Score -147457.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -147475.578125 Penalty: 740.022827
	Iteration 5Q: 3 clusters Score -147475.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -147493.343750 Penalty: 740.022827
	Iteration 6Q: 3 clusters Score -147493.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -147509.187500 Penalty: 740.022827
	Iteration 7Q: 3 clusters Score -147509.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -147523.578125 Penalty: 740.022827
	Iteration 8Q: 3 clusters Score -147523.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -147535.015625 Penalty: 740.022827
	Iteration 9Q: 3 clusters Score -147535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -147548.562500 Penalty: 740.022827
	Iteration 10Q: 3 clusters Score -147548.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -147566.390625 Penalty: 740.022827
	Iteration 11Q: 3 clusters Score -147566.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -147587.609375 Penalty: 740.022827
	Iteration 12Q: 3 clusters Score -147587.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -147605.921875 Penalty: 740.022827
	Iteration 13Q: 3 clusters Score -147605.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147625.453125 Penalty: 740.022827
	Iteration 14Q: 3 clusters Score -147625.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -147653.281250 Penalty: 740.022827
	Iteration 15Q: 3 clusters Score -147653.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -147677.109375 Penalty: 740.022827
	Iteration 16Q: 3 clusters Score -147677.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -147701.984375 Penalty: 740.022827
	Iteration 17Q: 3 clusters Score -147702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -147738.218750 Penalty: 740.022827
	Iteration 18Q: 3 clusters Score -147738.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -147775.500000 Penalty: 740.022827
	Iteration 19Q: 3 clusters Score -147775.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147822.703125 Penalty: 740.022827
	Iteration 20F: 3 clusters Score -147822.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -147879.109375 Penalty: 740.022827
	Iteration 21Q: 3 clusters Score -147879.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147956.937500 Penalty: 740.022827
	Iteration 22Q: 3 clusters Score -147956.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -148050.390625 Penalty: 740.022827
	Iteration 23Q: 3 clusters Score -148050.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148144.921875 Penalty: 740.022827
	Iteration 24Q: 3 clusters Score -148144.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -148186.828125 Penalty: 740.022827
	Iteration 25Q: 3 clusters Score -148186.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -148210.187500 Penalty: 740.022827
	Iteration 26Q: 3 clusters Score -148210.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -148242.046875 Penalty: 740.022827
	Iteration 27Q: 3 clusters Score -148242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -148273.343750 Penalty: 740.022827
	Iteration 28Q: 3 clusters Score -148273.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148301.656250 Penalty: 740.022827
	Iteration 29Q: 3 clusters Score -148301.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148323.531250 Penalty: 740.022827
	Iteration 30Q: 3 clusters Score -148323.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -148344.125000 Penalty: 740.022827
	Iteration 31Q: 3 clusters Score -148344.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -148361.953125 Penalty: 740.022827
	Iteration 32Q: 3 clusters Score -148362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -148381.046875 Penalty: 740.022827
	Iteration 33Q: 3 clusters Score -148381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -148418.312500 Penalty: 740.022827
	Iteration 34Q: 3 clusters Score -148418.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -148456.437500 Penalty: 740.022827
	Iteration 35Q: 3 clusters Score -148456.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -148483.812500 Penalty: 740.022827
	Iteration 36Q: 3 clusters Score -148483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -148496.171875 Penalty: 740.022827
	Iteration 37Q: 3 clusters Score -148496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -148506.000000 Penalty: 740.022827
	Iteration 38Q: 3 clusters Score -148506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -148511.546875 Penalty: 740.022827
	Iteration 39Q: 3 clusters Score -148511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -148516.859375 Penalty: 740.022827
	Iteration 40F: 3 clusters Score -148516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -148522.921875 Penalty: 740.022827
	Iteration 41Q: 3 clusters Score -148522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148528.984375 Penalty: 740.022827
	Iteration 42Q: 3 clusters Score -148529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -148534.593750 Penalty: 740.022827
	Iteration 43Q: 3 clusters Score -148534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -148539.218750 Penalty: 740.022827
	Iteration 44Q: 3 clusters Score -148539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -148542.984375 Penalty: 740.022827
	Iteration 45Q: 3 clusters Score -148543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -148545.375000 Penalty: 740.022827
	Iteration 46Q: 3 clusters Score -148545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -148549.953125 Penalty: 740.022827
	Iteration 47Q: 3 clusters Score -148550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -148552.703125 Penalty: 740.022827
	Iteration 48Q: 3 clusters Score -148552.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -148553.140625 Penalty: 740.022827
	Iteration 49Q: 3 clusters Score -148553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -148554.093750 Penalty: 740.022827
	Iteration 50Q: 3 clusters Score -148554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -148554.687500 Penalty: 740.022827
	Iteration 51Q: 3 clusters Score -148554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -148554.984375 Penalty: 740.022827
	Iteration 52Q: 3 clusters Score -148555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -148555.578125 Penalty: 740.022827
	Iteration 53Q: 3 clusters Score -148555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148557.156250 Penalty: 740.022827
	Iteration 54Q: 3 clusters Score -148557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -148560.375000 Penalty: 740.022827
	Iteration 55Q: 3 clusters Score -148560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -148565.296875 Penalty: 740.022827
	Iteration 56Q: 3 clusters Score -148565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -148567.359375 Penalty: 740.022827
	Iteration 57Q: 3 clusters Score -148567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -148568.968750 Penalty: 740.022827
	Iteration 58Q: 3 clusters Score -148569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -148569.625000 Penalty: 740.022827
	Iteration 59Q: 3 clusters Score -148569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -148570.593750 Penalty: 740.022827
	Iteration 60F: 3 clusters Score -148570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -148570.921875 Penalty: 740.022827
	Iteration 61Q: 3 clusters Score -148570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -148571.343750 Penalty: 740.022827
	Iteration 62Q: 3 clusters Score -148571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -148571.343750 Penalty: 740.022827
	Iteration 63F: 3 clusters Score -148571.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Entering Unmasked Estep 
Score: -920267.062500 Penalty: 452.380096
	Iteration 0F: 2 clusters Score -920267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -906310.750000 Penalty: 904.760193
	Iteration 0F: 3 clusters Score -906310.8 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -912321.062500 Penalty: 904.760193
	Iteration 1F: 3 clusters Score -912321.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -912851.500000 Penalty: 904.760193
	Iteration 2Q: 3 clusters Score -912851.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -913710.812500 Penalty: 904.760193
	Iteration 3F: 3 clusters Score -913710.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -914880.375000 Penalty: 904.760193
	Iteration 4F: 3 clusters Score -914880.4 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -915895.000000 Penalty: 904.760193
	Iteration 5F: 3 clusters Score -915895 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -916453.062500 Penalty: 904.760193
	Iteration 6F: 3 clusters Score -916453.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -916661.625000 Penalty: 904.760193
	Iteration 7Q: 3 clusters Score -916661.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -916775.875000 Penalty: 904.760193
	Iteration 8Q: 3 clusters Score -916775.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -916888.625000 Penalty: 904.760193
	Iteration 9Q: 3 clusters Score -916888.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -917022.125000 Penalty: 904.760193
	Iteration 10Q: 3 clusters Score -917022.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -917167.625000 Penalty: 904.760193
	Iteration 11Q: 3 clusters Score -917167.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -917329.937500 Penalty: 904.760193
	Iteration 12Q: 3 clusters Score -917329.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -917478.812500 Penalty: 904.760193
	Iteration 13Q: 3 clusters Score -917478.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -917609.125000 Penalty: 904.760193
	Iteration 14Q: 3 clusters Score -917609.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -917755.187500 Penalty: 904.760193
	Iteration 15Q: 3 clusters Score -917755.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -917887.750000 Penalty: 904.760193
	Iteration 16Q: 3 clusters Score -917887.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -918025.875000 Penalty: 904.760193
	Iteration 17Q: 3 clusters Score -918025.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -918169.562500 Penalty: 904.760193
	Iteration 18Q: 3 clusters Score -918169.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -918315.437500 Penalty: 904.760193
	Iteration 19Q: 3 clusters Score -918315.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -918463.062500 Penalty: 904.760193
	Iteration 20F: 3 clusters Score -918463.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -918584.187500 Penalty: 904.760193
	Iteration 21Q: 3 clusters Score -918584.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -918710.437500 Penalty: 904.760193
	Iteration 22Q: 3 clusters Score -918710.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -918821.500000 Penalty: 904.760193
	Iteration 23Q: 3 clusters Score -918821.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -918942.437500 Penalty: 904.760193
	Iteration 24Q: 3 clusters Score -918942.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -919045.125000 Penalty: 904.760193
	Iteration 25Q: 3 clusters Score -919045.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -919130.687500 Penalty: 904.760193
	Iteration 26Q: 3 clusters Score -919130.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -919197.625000 Penalty: 904.760193
	Iteration 27Q: 3 clusters Score -919197.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -919245.812500 Penalty: 904.760193
	Iteration 28Q: 3 clusters Score -919245.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -919286.875000 Penalty: 904.760193
	Iteration 29Q: 3 clusters Score -919286.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -919324.125000 Penalty: 904.760193
	Iteration 30Q: 3 clusters Score -919324.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -919366.437500 Penalty: 904.760193
	Iteration 31Q: 3 clusters Score -919366.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -919403.750000 Penalty: 904.760193
	Iteration 32Q: 3 clusters Score -919403.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -919442.875000 Penalty: 904.760193
	Iteration 33Q: 3 clusters Score -919442.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -919476.000000 Penalty: 904.760193
	Iteration 34Q: 3 clusters Score -919476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -919516.500000 Penalty: 904.760193
	Iteration 35Q: 3 clusters Score -919516.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -919545.812500 Penalty: 904.760193
	Iteration 36Q: 3 clusters Score -919545.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -919567.500000 Penalty: 904.760193
	Iteration 37Q: 3 clusters Score -919567.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -919577.812500 Penalty: 904.760193
	Iteration 38Q: 3 clusters Score -919577.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -919597.437500 Penalty: 904.760193
	Iteration 39Q: 3 clusters Score -919597.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -919621.062500 Penalty: 904.760193
	Iteration 40F: 3 clusters Score -919621.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -919641.000000 Penalty: 904.760193
	Iteration 41Q: 3 clusters Score -919641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -919656.000000 Penalty: 904.760193
	Iteration 42Q: 3 clusters Score -919656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -919670.250000 Penalty: 904.760193
	Iteration 43Q: 3 clusters Score -919670.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -919684.250000 Penalty: 904.760193
	Iteration 44Q: 3 clusters Score -919684.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -919701.750000 Penalty: 904.760193
	Iteration 45Q: 3 clusters Score -919701.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -919716.250000 Penalty: 904.760193
	Iteration 46Q: 3 clusters Score -919716.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -919726.750000 Penalty: 904.760193
	Iteration 47Q: 3 clusters Score -919726.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -919731.500000 Penalty: 904.760193
	Iteration 48Q: 3 clusters Score -919731.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -919740.125000 Penalty: 904.760193
	Iteration 49Q: 3 clusters Score -919740.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -919745.437500 Penalty: 904.760193
	Iteration 50Q: 3 clusters Score -919745.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -919749.437500 Penalty: 904.760193
	Iteration 51Q: 3 clusters Score -919749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -919754.062500 Penalty: 904.760193
	Iteration 52Q: 3 clusters Score -919754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -919758.937500 Penalty: 904.760193
	Iteration 53Q: 3 clusters Score -919758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -919762.750000 Penalty: 904.760193
	Iteration 54Q: 3 clusters Score -919762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -919768.500000 Penalty: 904.760193
	Iteration 55Q: 3 clusters Score -919768.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -919770.375000 Penalty: 904.760193
	Iteration 56Q: 3 clusters Score -919770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -919771.562500 Penalty: 904.760193
	Iteration 57Q: 3 clusters Score -919771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -919777.250000 Penalty: 904.760193
	Iteration 58Q: 3 clusters Score -919777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -919782.937500 Penalty: 904.760193
	Iteration 59Q: 3 clusters Score -919782.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -919788.937500 Penalty: 904.760193
	Iteration 60F: 3 clusters Score -919788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -919794.250000 Penalty: 904.760193
	Iteration 61Q: 3 clusters Score -919794.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -919796.750000 Penalty: 904.760193
	Iteration 62Q: 3 clusters Score -919796.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -919802.875000 Penalty: 904.760193
	Iteration 63Q: 3 clusters Score -919802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -919811.187500 Penalty: 904.760193
	Iteration 64Q: 3 clusters Score -919811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -919821.312500 Penalty: 904.760193
	Iteration 65Q: 3 clusters Score -919821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -919826.250000 Penalty: 904.760193
	Iteration 66Q: 3 clusters Score -919826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -919830.000000 Penalty: 904.760193
	Iteration 67Q: 3 clusters Score -919830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -919833.187500 Penalty: 904.760193
	Iteration 68Q: 3 clusters Score -919833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -919836.375000 Penalty: 904.760193
	Iteration 69Q: 3 clusters Score -919836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -919838.062500 Penalty: 904.760193
	Iteration 70Q: 3 clusters Score -919838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -919839.312500 Penalty: 904.760193
	Iteration 71Q: 3 clusters Score -919839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -919840.812500 Penalty: 904.760193
	Iteration 72Q: 3 clusters Score -919840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -919843.687500 Penalty: 904.760193
	Iteration 73Q: 3 clusters Score -919843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -919845.312500 Penalty: 904.760193
	Iteration 74Q: 3 clusters Score -919845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -919847.000000 Penalty: 904.760193
	Iteration 75Q: 3 clusters Score -919847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -919850.687500 Penalty: 904.760193
	Iteration 76Q: 3 clusters Score -919850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -919851.875000 Penalty: 904.760193
	Iteration 77Q: 3 clusters Score -919851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -919854.250000 Penalty: 904.760193
	Iteration 78Q: 3 clusters Score -919854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -919856.687500 Penalty: 904.760193
	Iteration 79Q: 3 clusters Score -919856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -919857.687500 Penalty: 904.760193
	Iteration 80F: 3 clusters Score -919857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -919860.812500 Penalty: 904.760193
	Iteration 81Q: 3 clusters Score -919860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -919862.250000 Penalty: 904.760193
	Iteration 82Q: 3 clusters Score -919862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -919863.687500 Penalty: 904.760193
	Iteration 83Q: 3 clusters Score -919863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -919865.062500 Penalty: 904.760193
	Iteration 84Q: 3 clusters Score -919865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -919866.375000 Penalty: 904.760193
	Iteration 85Q: 3 clusters Score -919866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -919867.625000 Penalty: 904.760193
	Iteration 86Q: 3 clusters Score -919867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -919868.437500 Penalty: 904.760193
	Iteration 87Q: 3 clusters Score -919868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -919867.937500 Penalty: 904.760193
	Iteration 88Q: 3 clusters Score -919867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -919868.312500 Penalty: 904.760193
	Iteration 89Q: 3 clusters Score -919868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -919868.062500 Penalty: 904.760193
	Iteration 90Q: 3 clusters Score -919868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -919867.937500 Penalty: 904.760193
	Iteration 91Q: 3 clusters Score -919867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -919867.937500 Penalty: 904.760193
	Iteration 92F: 3 clusters Score -919867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Entering Unmasked Estep 
Score: -1489440.000000 Penalty: 478.108795
	Iteration 0F: 2 clusters Score -1489440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1464969.625000 Penalty: 956.217590
	Iteration 0F: 3 clusters Score -1464970 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1476033.500000 Penalty: 956.217590
	Iteration 1F: 3 clusters Score -1476034 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1477199.625000 Penalty: 956.217590
	Iteration 2F: 3 clusters Score -1477200 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1478883.500000 Penalty: 956.217590
	Iteration 3F: 3 clusters Score -1478884 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1481041.875000 Penalty: 956.217590
	Iteration 4F: 3 clusters Score -1481042 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1483320.125000 Penalty: 956.217590
	Iteration 5F: 3 clusters Score -1483320 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1485155.875000 Penalty: 956.217590
	Iteration 6F: 3 clusters Score -1485156 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1486326.000000 Penalty: 956.217590
	Iteration 7Q: 3 clusters Score -1486326 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1486998.000000 Penalty: 956.217590
	Iteration 8Q: 3 clusters Score -1486998 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1487499.000000 Penalty: 956.217590
	Iteration 9Q: 3 clusters Score -1487499 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1487891.375000 Penalty: 956.217590
	Iteration 10Q: 3 clusters Score -1487891 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1488224.625000 Penalty: 956.217590
	Iteration 11Q: 3 clusters Score -1488225 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1488478.750000 Penalty: 956.217590
	Iteration 12Q: 3 clusters Score -1488479 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1488678.125000 Penalty: 956.217590
	Iteration 13Q: 3 clusters Score -1488678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1488817.875000 Penalty: 956.217590
	Iteration 14Q: 3 clusters Score -1488818 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1488907.000000 Penalty: 956.217590
	Iteration 15Q: 3 clusters Score -1488907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1488984.500000 Penalty: 956.217590
	Iteration 16Q: 3 clusters Score -1488984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1489025.875000 Penalty: 956.217590
	Iteration 17Q: 3 clusters Score -1489026 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1489051.500000 Penalty: 956.217590
	Iteration 18Q: 3 clusters Score -1489052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1489077.000000 Penalty: 956.217590
	Iteration 19Q: 3 clusters Score -1489077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1489090.250000 Penalty: 956.217590
	Iteration 20F: 3 clusters Score -1489090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1489098.625000 Penalty: 956.217590
	Iteration 21Q: 3 clusters Score -1489099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1489108.375000 Penalty: 956.217590
	Iteration 22Q: 3 clusters Score -1489108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1489114.625000 Penalty: 956.217590
	Iteration 23Q: 3 clusters Score -1489115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1489121.500000 Penalty: 956.217590
	Iteration 24Q: 3 clusters Score -1489122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1489133.500000 Penalty: 956.217590
	Iteration 25Q: 3 clusters Score -1489134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1489131.000000 Penalty: 956.217590
	Iteration 26Q: 3 clusters Score -1489131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1489129.500000 Penalty: 956.217590
	Iteration 27Q: 3 clusters Score -1489130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1489133.375000 Penalty: 956.217590
	Iteration 28Q: 3 clusters Score -1489133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1489133.250000 Penalty: 956.217590
	Iteration 29Q: 3 clusters Score -1489133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1489133.500000 Penalty: 956.217590
	Iteration 30Q: 3 clusters Score -1489134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1489136.000000 Penalty: 956.217590
	Iteration 31Q: 3 clusters Score -1489136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1489136.500000 Penalty: 956.217590
	Iteration 32Q: 3 clusters Score -1489136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1489135.875000 Penalty: 956.217590
	Iteration 33Q: 3 clusters Score -1489136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1489134.250000 Penalty: 956.217590
	Iteration 34Q: 3 clusters Score -1489134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1489135.875000 Penalty: 956.217590
	Iteration 35Q: 3 clusters Score -1489136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1489135.625000 Penalty: 956.217590
	Iteration 36Q: 3 clusters Score -1489136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1489139.125000 Penalty: 956.217590
	Iteration 37Q: 3 clusters Score -1489139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1489141.000000 Penalty: 956.217590
	Iteration 38Q: 3 clusters Score -1489141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1489140.000000 Penalty: 956.217590
	Iteration 39Q: 3 clusters Score -1489140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1489144.000000 Penalty: 956.217590
	Iteration 40F: 3 clusters Score -1489144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1489144.250000 Penalty: 956.217590
	Iteration 41Q: 3 clusters Score -1489144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1489143.875000 Penalty: 956.217590
	Iteration 42Q: 3 clusters Score -1489144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1489142.250000 Penalty: 956.217590
	Iteration 43Q: 3 clusters Score -1489142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1489141.500000 Penalty: 956.217590
	Iteration 44Q: 3 clusters Score -1489142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1489142.500000 Penalty: 956.217590
	Iteration 45Q: 3 clusters Score -1489142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1489143.625000 Penalty: 956.217590
	Iteration 46Q: 3 clusters Score -1489144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1489142.250000 Penalty: 956.217590
	Iteration 47Q: 3 clusters Score -1489142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1489144.625000 Penalty: 956.217590
	Iteration 48Q: 3 clusters Score -1489145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1489145.875000 Penalty: 956.217590
	Iteration 49Q: 3 clusters Score -1489146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1489146.250000 Penalty: 956.217590
	Iteration 50Q: 3 clusters Score -1489146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1489149.250000 Penalty: 956.217590
	Iteration 51Q: 3 clusters Score -1489149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1489149.750000 Penalty: 956.217590
	Iteration 52Q: 3 clusters Score -1489150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1489152.750000 Penalty: 956.217590
	Iteration 53Q: 3 clusters Score -1489153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1489152.875000 Penalty: 956.217590
	Iteration 54Q: 3 clusters Score -1489153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1489152.625000 Penalty: 956.217590
	Iteration 55Q: 3 clusters Score -1489153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1489152.625000 Penalty: 956.217590
	Iteration 56F: 3 clusters Score -1489153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158756 members 
Entering Unmasked Estep 
Score: -7060679.500000 Penalty: 544.868103
	Iteration 0F: 2 clusters Score -7060680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -6952939.000000 Penalty: 1089.736206
	Iteration 0F: 3 clusters Score -6952939 nChanged 77805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -6999849.500000 Penalty: 1089.736206
	Iteration 1F: 3 clusters Score -6999850 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -7001755.000000 Penalty: 1089.736206
	Iteration 2Q: 3 clusters Score -7001755 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -7005545.000000 Penalty: 1089.736206
	Iteration 3F: 3 clusters Score -7005545 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -7012451.000000 Penalty: 1089.736206
	Iteration 4F: 3 clusters Score -7012451 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -7023731.500000 Penalty: 1089.736206
	Iteration 5F: 3 clusters Score -7023732 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -7037808.000000 Penalty: 1089.736206
	Iteration 6F: 3 clusters Score -7037808 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -7049454.500000 Penalty: 1089.736206
	Iteration 7F: 3 clusters Score -7049454 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 153979 members 
Entering Unmasked Estep 
Score: -7055912.000000 Penalty: 1089.736206
	Iteration 8Q: 3 clusters Score -7055912 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -7058705.500000 Penalty: 1089.736206
	Iteration 9Q: 3 clusters Score -7058706 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -7059700.000000 Penalty: 1089.736206
	Iteration 10Q: 3 clusters Score -7059700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -7059988.500000 Penalty: 1089.736206
	Iteration 11Q: 3 clusters Score -7059988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -7060074.000000 Penalty: 1089.736206
	Iteration 12Q: 3 clusters Score -7060074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -7060143.000000 Penalty: 1089.736206
	Iteration 13Q: 3 clusters Score -7060143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -7060175.000000 Penalty: 1089.736206
	Iteration 14Q: 3 clusters Score -7060175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -7060202.500000 Penalty: 1089.736206
	Iteration 15Q: 3 clusters Score -7060202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -7060201.000000 Penalty: 1089.736206
	Iteration 16Q: 3 clusters Score -7060201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -7060203.000000 Penalty: 1089.736206
	Iteration 17Q: 3 clusters Score -7060203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -7060203.500000 Penalty: 1089.736206
	Iteration 18Q: 3 clusters Score -7060204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -7060203.500000 Penalty: 1089.736206
	Iteration 19F: 3 clusters Score -7060204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -439948.812500 Penalty: 420.185120
	Iteration 0F: 2 clusters Score -439948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -433037.468750 Penalty: 840.370239
	Iteration 0F: 3 clusters Score -433037.5 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -435868.750000 Penalty: 840.370239
	Iteration 1F: 3 clusters Score -435868.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -436141.843750 Penalty: 840.370239
	Iteration 2F: 3 clusters Score -436141.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -436462.062500 Penalty: 840.370239
	Iteration 3F: 3 clusters Score -436462.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -436923.875000 Penalty: 840.370239
	Iteration 4F: 3 clusters Score -436923.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -437491.875000 Penalty: 840.370239
	Iteration 5F: 3 clusters Score -437491.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -438020.343750 Penalty: 840.370239
	Iteration 6F: 3 clusters Score -438020.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -438427.093750 Penalty: 840.370239
	Iteration 7Q: 3 clusters Score -438427.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -438666.000000 Penalty: 840.370239
	Iteration 8Q: 3 clusters Score -438666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -438797.687500 Penalty: 840.370239
	Iteration 9Q: 3 clusters Score -438797.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -438883.812500 Penalty: 840.370239
	Iteration 10Q: 3 clusters Score -438883.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -438975.093750 Penalty: 840.370239
	Iteration 11Q: 3 clusters Score -438975.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -439062.750000 Penalty: 840.370239
	Iteration 12Q: 3 clusters Score -439062.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -439140.468750 Penalty: 840.370239
	Iteration 13Q: 3 clusters Score -439140.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -439217.218750 Penalty: 840.370239
	Iteration 14Q: 3 clusters Score -439217.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -439289.843750 Penalty: 840.370239
	Iteration 15Q: 3 clusters Score -439289.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -439343.843750 Penalty: 840.370239
	Iteration 16Q: 3 clusters Score -439343.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -439375.875000 Penalty: 840.370239
	Iteration 17Q: 3 clusters Score -439375.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -439399.968750 Penalty: 840.370239
	Iteration 18Q: 3 clusters Score -439400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -439424.187500 Penalty: 840.370239
	Iteration 19Q: 3 clusters Score -439424.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -439451.437500 Penalty: 840.370239
	Iteration 20F: 3 clusters Score -439451.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -439471.218750 Penalty: 840.370239
	Iteration 21Q: 3 clusters Score -439471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -439490.093750 Penalty: 840.370239
	Iteration 22Q: 3 clusters Score -439490.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -439506.656250 Penalty: 840.370239
	Iteration 23Q: 3 clusters Score -439506.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -439521.562500 Penalty: 840.370239
	Iteration 24Q: 3 clusters Score -439521.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -439533.687500 Penalty: 840.370239
	Iteration 25Q: 3 clusters Score -439533.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -439547.812500 Penalty: 840.370239
	Iteration 26Q: 3 clusters Score -439547.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -439562.187500 Penalty: 840.370239
	Iteration 27Q: 3 clusters Score -439562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -439574.875000 Penalty: 840.370239
	Iteration 28Q: 3 clusters Score -439574.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -439586.343750 Penalty: 840.370239
	Iteration 29Q: 3 clusters Score -439586.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -439596.812500 Penalty: 840.370239
	Iteration 30Q: 3 clusters Score -439596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -439603.437500 Penalty: 840.370239
	Iteration 31Q: 3 clusters Score -439603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -439606.812500 Penalty: 840.370239
	Iteration 32Q: 3 clusters Score -439606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -439609.062500 Penalty: 840.370239
	Iteration 33Q: 3 clusters Score -439609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -439611.468750 Penalty: 840.370239
	Iteration 34Q: 3 clusters Score -439611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -439612.937500 Penalty: 840.370239
	Iteration 35Q: 3 clusters Score -439612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -439614.125000 Penalty: 840.370239
	Iteration 36Q: 3 clusters Score -439614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -439614.250000 Penalty: 840.370239
	Iteration 37Q: 3 clusters Score -439614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -439614.250000 Penalty: 840.370239
	Iteration 38F: 3 clusters Score -439614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Entering Unmasked Estep 
Score: -3334354.250000 Penalty: 509.452667
	Iteration 0F: 2 clusters Score -3334354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -3285246.250000 Penalty: 1018.905334
	Iteration 0F: 3 clusters Score -3285246 nChanged 35461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -3306164.750000 Penalty: 1018.905334
	Iteration 1F: 3 clusters Score -3306165 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -3306850.250000 Penalty: 1018.905334
	Iteration 2Q: 3 clusters Score -3306850 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -3307738.000000 Penalty: 1018.905334
	Iteration 3Q: 3 clusters Score -3307738 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -3309139.500000 Penalty: 1018.905334
	Iteration 4Q: 3 clusters Score -3309140 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -3311500.250000 Penalty: 1018.905334
	Iteration 5F: 3 clusters Score -3311500 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -3315037.250000 Penalty: 1018.905334
	Iteration 6F: 3 clusters Score -3315037 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -3319420.000000 Penalty: 1018.905334
	Iteration 7F: 3 clusters Score -3319420 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -3322988.500000 Penalty: 1018.905334
	Iteration 8F: 3 clusters Score -3322988 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -3325105.750000 Penalty: 1018.905334
	Iteration 9Q: 3 clusters Score -3325106 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -3326374.500000 Penalty: 1018.905334
	Iteration 10Q: 3 clusters Score -3326374 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -3327404.000000 Penalty: 1018.905334
	Iteration 11Q: 3 clusters Score -3327404 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -3328433.500000 Penalty: 1018.905334
	Iteration 12Q: 3 clusters Score -3328434 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -3329396.250000 Penalty: 1018.905334
	Iteration 13Q: 3 clusters Score -3329396 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -3330287.250000 Penalty: 1018.905334
	Iteration 14Q: 3 clusters Score -3330287 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -3331073.000000 Penalty: 1018.905334
	Iteration 15Q: 3 clusters Score -3331073 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -3331752.250000 Penalty: 1018.905334
	Iteration 16Q: 3 clusters Score -3331752 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -3332303.750000 Penalty: 1018.905334
	Iteration 17Q: 3 clusters Score -3332304 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -3332707.250000 Penalty: 1018.905334
	Iteration 18Q: 3 clusters Score -3332707 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -3333002.500000 Penalty: 1018.905334
	Iteration 19Q: 3 clusters Score -3333002 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -3333220.500000 Penalty: 1018.905334
	Iteration 20F: 3 clusters Score -3333220 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -3333379.000000 Penalty: 1018.905334
	Iteration 21Q: 3 clusters Score -3333379 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -3333477.250000 Penalty: 1018.905334
	Iteration 22Q: 3 clusters Score -3333477 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -3333566.250000 Penalty: 1018.905334
	Iteration 23Q: 3 clusters Score -3333566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -3333632.750000 Penalty: 1018.905334
	Iteration 24Q: 3 clusters Score -3333633 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -3333684.000000 Penalty: 1018.905334
	Iteration 25Q: 3 clusters Score -3333684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -3333737.000000 Penalty: 1018.905334
	Iteration 26Q: 3 clusters Score -3333737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -3333780.000000 Penalty: 1018.905334
	Iteration 27Q: 3 clusters Score -3333780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -3333815.750000 Penalty: 1018.905334
	Iteration 28Q: 3 clusters Score -3333816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -3333837.500000 Penalty: 1018.905334
	Iteration 29Q: 3 clusters Score -3333838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -3333857.500000 Penalty: 1018.905334
	Iteration 30Q: 3 clusters Score -3333858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -3333863.000000 Penalty: 1018.905334
	Iteration 31Q: 3 clusters Score -3333863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -3333868.500000 Penalty: 1018.905334
	Iteration 32Q: 3 clusters Score -3333868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -3333873.250000 Penalty: 1018.905334
	Iteration 33Q: 3 clusters Score -3333873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -3333877.500000 Penalty: 1018.905334
	Iteration 34Q: 3 clusters Score -3333878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -3333885.750000 Penalty: 1018.905334
	Iteration 35Q: 3 clusters Score -3333886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -3333889.000000 Penalty: 1018.905334
	Iteration 36Q: 3 clusters Score -3333889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -3333898.750000 Penalty: 1018.905334
	Iteration 37Q: 3 clusters Score -3333899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -3333915.750000 Penalty: 1018.905334
	Iteration 38Q: 3 clusters Score -3333916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -3333925.500000 Penalty: 1018.905334
	Iteration 39Q: 3 clusters Score -3333926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -3333928.500000 Penalty: 1018.905334
	Iteration 40F: 3 clusters Score -3333928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -3333935.500000 Penalty: 1018.905334
	Iteration 41Q: 3 clusters Score -3333936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -3333933.250000 Penalty: 1018.905334
	Iteration 42Q: 3 clusters Score -3333933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -3333935.250000 Penalty: 1018.905334
	Iteration 43Q: 3 clusters Score -3333935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -3333937.000000 Penalty: 1018.905334
	Iteration 44Q: 3 clusters Score -3333937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -3333937.000000 Penalty: 1018.905334
	Iteration 45F: 3 clusters Score -3333937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -184487.578125 Penalty: 381.227203
	Iteration 0F: 2 clusters Score -184487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -181580.843750 Penalty: 762.454407
	Iteration 0F: 3 clusters Score -181580.8 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -182804.562500 Penalty: 762.454407
	Iteration 1F: 3 clusters Score -182804.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -183012.312500 Penalty: 762.454407
	Iteration 2F: 3 clusters Score -183012.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -183222.609375 Penalty: 762.454407
	Iteration 3F: 3 clusters Score -183222.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -183444.843750 Penalty: 762.454407
	Iteration 4F: 3 clusters Score -183444.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183614.937500 Penalty: 762.454407
	Iteration 5F: 3 clusters Score -183614.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -183679.109375 Penalty: 762.454407
	Iteration 6Q: 3 clusters Score -183679.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -183710.062500 Penalty: 762.454407
	Iteration 7Q: 3 clusters Score -183710.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -183737.218750 Penalty: 762.454407
	Iteration 8Q: 3 clusters Score -183737.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -183758.359375 Penalty: 762.454407
	Iteration 9Q: 3 clusters Score -183758.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -183772.937500 Penalty: 762.454407
	Iteration 10Q: 3 clusters Score -183772.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -183784.875000 Penalty: 762.454407
	Iteration 11Q: 3 clusters Score -183784.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -183794.921875 Penalty: 762.454407
	Iteration 12Q: 3 clusters Score -183794.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -183806.687500 Penalty: 762.454407
	Iteration 13Q: 3 clusters Score -183806.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -183821.593750 Penalty: 762.454407
	Iteration 14Q: 3 clusters Score -183821.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -183844.031250 Penalty: 762.454407
	Iteration 15Q: 3 clusters Score -183844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -183863.687500 Penalty: 762.454407
	Iteration 16Q: 3 clusters Score -183863.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -183885.687500 Penalty: 762.454407
	Iteration 17Q: 3 clusters Score -183885.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -183904.359375 Penalty: 762.454407
	Iteration 18Q: 3 clusters Score -183904.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -183918.921875 Penalty: 762.454407
	Iteration 19Q: 3 clusters Score -183918.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -183932.234375 Penalty: 762.454407
	Iteration 20F: 3 clusters Score -183932.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -183942.796875 Penalty: 762.454407
	Iteration 21Q: 3 clusters Score -183942.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -183948.609375 Penalty: 762.454407
	Iteration 22Q: 3 clusters Score -183948.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -183955.359375 Penalty: 762.454407
	Iteration 23Q: 3 clusters Score -183955.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -183960.765625 Penalty: 762.454407
	Iteration 24Q: 3 clusters Score -183960.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -183965.015625 Penalty: 762.454407
	Iteration 25Q: 3 clusters Score -183965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -183970.328125 Penalty: 762.454407
	Iteration 26Q: 3 clusters Score -183970.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -183973.203125 Penalty: 762.454407
	Iteration 27Q: 3 clusters Score -183973.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -183976.890625 Penalty: 762.454407
	Iteration 28Q: 3 clusters Score -183976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -183980.312500 Penalty: 762.454407
	Iteration 29Q: 3 clusters Score -183980.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -183983.703125 Penalty: 762.454407
	Iteration 30Q: 3 clusters Score -183983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -183984.921875 Penalty: 762.454407
	Iteration 31Q: 3 clusters Score -183984.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -183985.546875 Penalty: 762.454407
	Iteration 32Q: 3 clusters Score -183985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -183986.218750 Penalty: 762.454407
	Iteration 33Q: 3 clusters Score -183986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -183986.671875 Penalty: 762.454407
	Iteration 34Q: 3 clusters Score -183986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -183986.875000 Penalty: 762.454407
	Iteration 35Q: 3 clusters Score -183986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -183987.406250 Penalty: 762.454407
	Iteration 36Q: 3 clusters Score -183987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -183988.140625 Penalty: 762.454407
	Iteration 37Q: 3 clusters Score -183988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -183989.781250 Penalty: 762.454407
	Iteration 38Q: 3 clusters Score -183989.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -183991.828125 Penalty: 762.454407
	Iteration 39Q: 3 clusters Score -183991.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -183994.062500 Penalty: 762.454407
	Iteration 40F: 3 clusters Score -183994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -183995.390625 Penalty: 762.454407
	Iteration 41Q: 3 clusters Score -183995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -183996.203125 Penalty: 762.454407
	Iteration 42Q: 3 clusters Score -183996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -183997.921875 Penalty: 762.454407
	Iteration 43Q: 3 clusters Score -183997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -184001.671875 Penalty: 762.454407
	Iteration 44Q: 3 clusters Score -184001.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -184003.796875 Penalty: 762.454407
	Iteration 45Q: 3 clusters Score -184003.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -184006.250000 Penalty: 762.454407
	Iteration 46Q: 3 clusters Score -184006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -184011.687500 Penalty: 762.454407
	Iteration 47Q: 3 clusters Score -184011.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -184020.187500 Penalty: 762.454407
	Iteration 48Q: 3 clusters Score -184020.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184026.062500 Penalty: 762.454407
	Iteration 49Q: 3 clusters Score -184026.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184032.875000 Penalty: 762.454407
	Iteration 50Q: 3 clusters Score -184032.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -184041.968750 Penalty: 762.454407
	Iteration 51Q: 3 clusters Score -184042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -184053.187500 Penalty: 762.454407
	Iteration 52Q: 3 clusters Score -184053.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -184065.218750 Penalty: 762.454407
	Iteration 53Q: 3 clusters Score -184065.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -184069.656250 Penalty: 762.454407
	Iteration 54Q: 3 clusters Score -184069.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -184076.515625 Penalty: 762.454407
	Iteration 55Q: 3 clusters Score -184076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -184079.531250 Penalty: 762.454407
	Iteration 56Q: 3 clusters Score -184079.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -184082.125000 Penalty: 762.454407
	Iteration 57Q: 3 clusters Score -184082.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -184085.687500 Penalty: 762.454407
	Iteration 58Q: 3 clusters Score -184085.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -184088.812500 Penalty: 762.454407
	Iteration 59Q: 3 clusters Score -184088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -184093.000000 Penalty: 762.454407
	Iteration 60F: 3 clusters Score -184093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -184099.906250 Penalty: 762.454407
	Iteration 61Q: 3 clusters Score -184099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -184106.343750 Penalty: 762.454407
	Iteration 62Q: 3 clusters Score -184106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -184111.750000 Penalty: 762.454407
	Iteration 63Q: 3 clusters Score -184111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -184114.750000 Penalty: 762.454407
	Iteration 64Q: 3 clusters Score -184114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -184117.609375 Penalty: 762.454407
	Iteration 65Q: 3 clusters Score -184117.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -184120.109375 Penalty: 762.454407
	Iteration 66Q: 3 clusters Score -184120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -184121.703125 Penalty: 762.454407
	Iteration 67Q: 3 clusters Score -184121.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -184124.937500 Penalty: 762.454407
	Iteration 68Q: 3 clusters Score -184124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -184127.453125 Penalty: 762.454407
	Iteration 69Q: 3 clusters Score -184127.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -184132.968750 Penalty: 762.454407
	Iteration 70Q: 3 clusters Score -184133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -184140.515625 Penalty: 762.454407
	Iteration 71Q: 3 clusters Score -184140.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -184147.890625 Penalty: 762.454407
	Iteration 72Q: 3 clusters Score -184147.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -184157.703125 Penalty: 762.454407
	Iteration 73Q: 3 clusters Score -184157.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -184166.546875 Penalty: 762.454407
	Iteration 74Q: 3 clusters Score -184166.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -184173.640625 Penalty: 762.454407
	Iteration 75Q: 3 clusters Score -184173.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -184178.546875 Penalty: 762.454407
	Iteration 76Q: 3 clusters Score -184178.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -184182.640625 Penalty: 762.454407
	Iteration 77Q: 3 clusters Score -184182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -184184.984375 Penalty: 762.454407
	Iteration 78Q: 3 clusters Score -184185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -184186.109375 Penalty: 762.454407
	Iteration 79Q: 3 clusters Score -184186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -184186.890625 Penalty: 762.454407
	Iteration 80F: 3 clusters Score -184186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -184187.312500 Penalty: 762.454407
	Iteration 81Q: 3 clusters Score -184187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184187.531250 Penalty: 762.454407
	Iteration 82Q: 3 clusters Score -184187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -184187.406250 Penalty: 762.454407
	Iteration 83Q: 3 clusters Score -184187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -184187.406250 Penalty: 762.454407
	Iteration 84F: 3 clusters Score -184187.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Entering Unmasked Estep 
Score: -1579409.500000 Penalty: 476.739655
	Iteration 0F: 2 clusters Score -1579410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1555616.500000 Penalty: 953.479309
	Iteration 0F: 3 clusters Score -1555616 nChanged 17116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1565421.500000 Penalty: 953.479309
	Iteration 1F: 3 clusters Score -1565422 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1565623.625000 Penalty: 953.479309
	Iteration 2Q: 3 clusters Score -1565624 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1565891.750000 Penalty: 953.479309
	Iteration 3Q: 3 clusters Score -1565892 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1566227.500000 Penalty: 953.479309
	Iteration 4Q: 3 clusters Score -1566228 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1566612.125000 Penalty: 953.479309
	Iteration 5Q: 3 clusters Score -1566612 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1567137.250000 Penalty: 953.479309
	Iteration 6Q: 3 clusters Score -1567137 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1567916.625000 Penalty: 953.479309
	Iteration 7Q: 3 clusters Score -1567917 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1569121.125000 Penalty: 953.479309
	Iteration 8F: 3 clusters Score -1569121 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1570724.625000 Penalty: 953.479309
	Iteration 9F: 3 clusters Score -1570725 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1572142.375000 Penalty: 953.479309
	Iteration 10F: 3 clusters Score -1572142 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1572928.500000 Penalty: 953.479309
	Iteration 11Q: 3 clusters Score -1572928 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1573329.875000 Penalty: 953.479309
	Iteration 12Q: 3 clusters Score -1573330 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1573593.500000 Penalty: 953.479309
	Iteration 13Q: 3 clusters Score -1573594 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1573848.750000 Penalty: 953.479309
	Iteration 14Q: 3 clusters Score -1573849 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1574152.000000 Penalty: 953.479309
	Iteration 15Q: 3 clusters Score -1574152 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1574496.750000 Penalty: 953.479309
	Iteration 16Q: 3 clusters Score -1574497 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1574868.875000 Penalty: 953.479309
	Iteration 17Q: 3 clusters Score -1574869 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1575251.625000 Penalty: 953.479309
	Iteration 18Q: 3 clusters Score -1575252 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1575696.750000 Penalty: 953.479309
	Iteration 19Q: 3 clusters Score -1575697 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1576169.375000 Penalty: 953.479309
	Iteration 20F: 3 clusters Score -1576169 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1576668.500000 Penalty: 953.479309
	Iteration 21Q: 3 clusters Score -1576668 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1577180.125000 Penalty: 953.479309
	Iteration 22Q: 3 clusters Score -1577180 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1577640.250000 Penalty: 953.479309
	Iteration 23Q: 3 clusters Score -1577640 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1578045.375000 Penalty: 953.479309
	Iteration 24Q: 3 clusters Score -1578045 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1578360.375000 Penalty: 953.479309
	Iteration 25Q: 3 clusters Score -1578360 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1578596.000000 Penalty: 953.479309
	Iteration 26Q: 3 clusters Score -1578596 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1578759.000000 Penalty: 953.479309
	Iteration 27Q: 3 clusters Score -1578759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1578859.750000 Penalty: 953.479309
	Iteration 28Q: 3 clusters Score -1578860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1578925.000000 Penalty: 953.479309
	Iteration 29Q: 3 clusters Score -1578925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1578950.875000 Penalty: 953.479309
	Iteration 30Q: 3 clusters Score -1578951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1578959.125000 Penalty: 953.479309
	Iteration 31Q: 3 clusters Score -1578959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1578965.375000 Penalty: 953.479309
	Iteration 32Q: 3 clusters Score -1578965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1578969.375000 Penalty: 953.479309
	Iteration 33Q: 3 clusters Score -1578969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1578973.875000 Penalty: 953.479309
	Iteration 34Q: 3 clusters Score -1578974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1578979.125000 Penalty: 953.479309
	Iteration 35Q: 3 clusters Score -1578979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1578984.250000 Penalty: 953.479309
	Iteration 36Q: 3 clusters Score -1578984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1578983.500000 Penalty: 953.479309
	Iteration 37Q: 3 clusters Score -1578984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1578988.000000 Penalty: 953.479309
	Iteration 38Q: 3 clusters Score -1578988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1578990.250000 Penalty: 953.479309
	Iteration 39Q: 3 clusters Score -1578990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1578990.250000 Penalty: 953.479309
	Iteration 40F: 3 clusters Score -1578990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -36449.792969 Penalty: 307.861725
	Iteration 0F: 2 clusters Score -36449.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35744.812500 Penalty: 615.723450
	Iteration 0F: 3 clusters Score -35744.81 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36011.304688 Penalty: 615.723450
	Iteration 1F: 3 clusters Score -36011.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36142.242188 Penalty: 615.723450
	Iteration 2F: 3 clusters Score -36142.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36236.753906 Penalty: 615.723450
	Iteration 3F: 3 clusters Score -36236.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36270.160156 Penalty: 615.723450
	Iteration 4Q: 3 clusters Score -36270.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36281.800781 Penalty: 615.723450
	Iteration 5Q: 3 clusters Score -36281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36289.210938 Penalty: 615.723450
	Iteration 6Q: 3 clusters Score -36289.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36296.316406 Penalty: 615.723450
	Iteration 7Q: 3 clusters Score -36296.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36299.976562 Penalty: 615.723450
	Iteration 8Q: 3 clusters Score -36299.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36304.949219 Penalty: 615.723450
	Iteration 9Q: 3 clusters Score -36304.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36309.074219 Penalty: 615.723450
	Iteration 10Q: 3 clusters Score -36309.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36311.910156 Penalty: 615.723450
	Iteration 11Q: 3 clusters Score -36311.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36313.789062 Penalty: 615.723450
	Iteration 12Q: 3 clusters Score -36313.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36314.242188 Penalty: 615.723450
	Iteration 13Q: 3 clusters Score -36314.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36314.242188 Penalty: 615.723450
	Iteration 14F: 3 clusters Score -36314.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -380326.218750 Penalty: 412.592651
	Iteration 0F: 2 clusters Score -380326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -374526.437500 Penalty: 825.185303
	Iteration 0F: 3 clusters Score -374526.4 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -376757.781250 Penalty: 825.185303
	Iteration 1F: 3 clusters Score -376757.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -376900.687500 Penalty: 825.185303
	Iteration 2Q: 3 clusters Score -376900.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -377069.875000 Penalty: 825.185303
	Iteration 3Q: 3 clusters Score -377069.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -377290.031250 Penalty: 825.185303
	Iteration 4Q: 3 clusters Score -377290 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -377600.906250 Penalty: 825.185303
	Iteration 5F: 3 clusters Score -377600.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -377969.031250 Penalty: 825.185303
	Iteration 6F: 3 clusters Score -377969 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -378264.687500 Penalty: 825.185303
	Iteration 7F: 3 clusters Score -378264.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -378420.218750 Penalty: 825.185303
	Iteration 8Q: 3 clusters Score -378420.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -378484.875000 Penalty: 825.185303
	Iteration 9Q: 3 clusters Score -378484.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -378527.843750 Penalty: 825.185303
	Iteration 10Q: 3 clusters Score -378527.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -378565.093750 Penalty: 825.185303
	Iteration 11Q: 3 clusters Score -378565.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -378596.218750 Penalty: 825.185303
	Iteration 12Q: 3 clusters Score -378596.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -378622.125000 Penalty: 825.185303
	Iteration 13Q: 3 clusters Score -378622.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -378653.625000 Penalty: 825.185303
	Iteration 14Q: 3 clusters Score -378653.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -378685.906250 Penalty: 825.185303
	Iteration 15Q: 3 clusters Score -378685.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -378714.968750 Penalty: 825.185303
	Iteration 16Q: 3 clusters Score -378715 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -378739.656250 Penalty: 825.185303
	Iteration 17Q: 3 clusters Score -378739.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -378768.593750 Penalty: 825.185303
	Iteration 18Q: 3 clusters Score -378768.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -378812.250000 Penalty: 825.185303
	Iteration 19Q: 3 clusters Score -378812.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -378861.875000 Penalty: 825.185303
	Iteration 20F: 3 clusters Score -378861.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -378911.906250 Penalty: 825.185303
	Iteration 21Q: 3 clusters Score -378911.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -378974.437500 Penalty: 825.185303
	Iteration 22Q: 3 clusters Score -378974.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -379043.031250 Penalty: 825.185303
	Iteration 23Q: 3 clusters Score -379043 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -379108.281250 Penalty: 825.185303
	Iteration 24Q: 3 clusters Score -379108.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -379179.000000 Penalty: 825.185303
	Iteration 25Q: 3 clusters Score -379179 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -379299.156250 Penalty: 825.185303
	Iteration 26Q: 3 clusters Score -379299.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -379408.093750 Penalty: 825.185303
	Iteration 27Q: 3 clusters Score -379408.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -379504.687500 Penalty: 825.185303
	Iteration 28Q: 3 clusters Score -379504.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -379576.312500 Penalty: 825.185303
	Iteration 29Q: 3 clusters Score -379576.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -379639.375000 Penalty: 825.185303
	Iteration 30Q: 3 clusters Score -379639.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -379670.312500 Penalty: 825.185303
	Iteration 31Q: 3 clusters Score -379670.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -379694.906250 Penalty: 825.185303
	Iteration 32Q: 3 clusters Score -379694.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -379713.468750 Penalty: 825.185303
	Iteration 33Q: 3 clusters Score -379713.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -379731.687500 Penalty: 825.185303
	Iteration 34Q: 3 clusters Score -379731.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -379748.437500 Penalty: 825.185303
	Iteration 35Q: 3 clusters Score -379748.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -379763.093750 Penalty: 825.185303
	Iteration 36Q: 3 clusters Score -379763.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -379775.375000 Penalty: 825.185303
	Iteration 37Q: 3 clusters Score -379775.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -379785.812500 Penalty: 825.185303
	Iteration 38Q: 3 clusters Score -379785.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -379796.187500 Penalty: 825.185303
	Iteration 39Q: 3 clusters Score -379796.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -379806.343750 Penalty: 825.185303
	Iteration 40F: 3 clusters Score -379806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -379817.562500 Penalty: 825.185303
	Iteration 41Q: 3 clusters Score -379817.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -379826.562500 Penalty: 825.185303
	Iteration 42Q: 3 clusters Score -379826.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -379836.312500 Penalty: 825.185303
	Iteration 43Q: 3 clusters Score -379836.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -379846.937500 Penalty: 825.185303
	Iteration 44Q: 3 clusters Score -379846.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -379856.593750 Penalty: 825.185303
	Iteration 45Q: 3 clusters Score -379856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -379867.031250 Penalty: 825.185303
	Iteration 46Q: 3 clusters Score -379867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -379877.812500 Penalty: 825.185303
	Iteration 47Q: 3 clusters Score -379877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -379883.437500 Penalty: 825.185303
	Iteration 48Q: 3 clusters Score -379883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -379889.968750 Penalty: 825.185303
	Iteration 49Q: 3 clusters Score -379890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -379895.500000 Penalty: 825.185303
	Iteration 50Q: 3 clusters Score -379895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -379900.156250 Penalty: 825.185303
	Iteration 51Q: 3 clusters Score -379900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -379903.500000 Penalty: 825.185303
	Iteration 52Q: 3 clusters Score -379903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -379906.093750 Penalty: 825.185303
	Iteration 53Q: 3 clusters Score -379906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -379908.562500 Penalty: 825.185303
	Iteration 54Q: 3 clusters Score -379908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -379916.593750 Penalty: 825.185303
	Iteration 55Q: 3 clusters Score -379916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -379925.375000 Penalty: 825.185303
	Iteration 56Q: 3 clusters Score -379925.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -379932.968750 Penalty: 825.185303
	Iteration 57Q: 3 clusters Score -379933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -379943.843750 Penalty: 825.185303
	Iteration 58Q: 3 clusters Score -379943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -379953.500000 Penalty: 825.185303
	Iteration 59Q: 3 clusters Score -379953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -379957.531250 Penalty: 825.185303
	Iteration 60F: 3 clusters Score -379957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -379963.562500 Penalty: 825.185303
	Iteration 61Q: 3 clusters Score -379963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -379969.750000 Penalty: 825.185303
	Iteration 62Q: 3 clusters Score -379969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -379973.250000 Penalty: 825.185303
	Iteration 63Q: 3 clusters Score -379973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -379977.781250 Penalty: 825.185303
	Iteration 64Q: 3 clusters Score -379977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -379981.312500 Penalty: 825.185303
	Iteration 65Q: 3 clusters Score -379981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -379984.187500 Penalty: 825.185303
	Iteration 66Q: 3 clusters Score -379984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -379988.781250 Penalty: 825.185303
	Iteration 67Q: 3 clusters Score -379988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -379991.093750 Penalty: 825.185303
	Iteration 68Q: 3 clusters Score -379991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -379992.656250 Penalty: 825.185303
	Iteration 69Q: 3 clusters Score -379992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -379992.937500 Penalty: 825.185303
	Iteration 70Q: 3 clusters Score -379992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -379993.250000 Penalty: 825.185303
	Iteration 71Q: 3 clusters Score -379993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -379993.250000 Penalty: 825.185303
	Iteration 72F: 3 clusters Score -379993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Entering Unmasked Estep 
Score: -908743.500000 Penalty: 452.971405
	Iteration 0F: 2 clusters Score -908743.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -894682.437500 Penalty: 905.942810
	Iteration 0F: 3 clusters Score -894682.4 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -901507.250000 Penalty: 905.942810
	Iteration 1F: 3 clusters Score -901507.2 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -902918.250000 Penalty: 905.942810
	Iteration 2F: 3 clusters Score -902918.2 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -904852.062500 Penalty: 905.942810
	Iteration 3F: 3 clusters Score -904852.1 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -906683.187500 Penalty: 905.942810
	Iteration 4F: 3 clusters Score -906683.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -907735.250000 Penalty: 905.942810
	Iteration 5Q: 3 clusters Score -907735.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -908140.625000 Penalty: 905.942810
	Iteration 6Q: 3 clusters Score -908140.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -908272.312500 Penalty: 905.942810
	Iteration 7Q: 3 clusters Score -908272.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -908319.750000 Penalty: 905.942810
	Iteration 8Q: 3 clusters Score -908319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -908340.812500 Penalty: 905.942810
	Iteration 9Q: 3 clusters Score -908340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -908350.625000 Penalty: 905.942810
	Iteration 10Q: 3 clusters Score -908350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -908357.500000 Penalty: 905.942810
	Iteration 11Q: 3 clusters Score -908357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -908359.812500 Penalty: 905.942810
	Iteration 12Q: 3 clusters Score -908359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -908361.000000 Penalty: 905.942810
	Iteration 13Q: 3 clusters Score -908361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -908361.000000 Penalty: 905.942810
	Iteration 14F: 3 clusters Score -908361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -4779.188965 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -4779.189 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 75 members 
Entering Unmasked Estep 
Score: -4576.025879 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -4576.026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4683.848145 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -4683.848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4715.402832 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -4715.403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4733.750000 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -4733.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4749.065918 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -4749.066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4755.128906 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -4755.129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4757.920410 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -4757.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4757.920410 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -4757.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (203604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203604 members 
Entering Unmasked Estep 
Score: -9142736.000000 Penalty: 556.188904
	Iteration 0F: 2 clusters Score -9142736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -9004752.000000 Penalty: 1112.377808
	Iteration 0F: 3 clusters Score -9004752 nChanged 100356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -9066951.000000 Penalty: 1112.377808
	Iteration 1F: 3 clusters Score -9066951 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -9070001.000000 Penalty: 1112.377808
	Iteration 2Q: 3 clusters Score -9070001 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -9075324.000000 Penalty: 1112.377808
	Iteration 3F: 3 clusters Score -9075324 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -9084236.000000 Penalty: 1112.377808
	Iteration 4F: 3 clusters Score -9084236 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -9098380.000000 Penalty: 1112.377808
	Iteration 5F: 3 clusters Score -9098380 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -9116351.000000 Penalty: 1112.377808
	Iteration 6F: 3 clusters Score -9116351 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -9128014.000000 Penalty: 1112.377808
	Iteration 7F: 3 clusters Score -9128014 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 131744 members 
Entering Unmasked Estep 
Score: -9133294.000000 Penalty: 1112.377808
	Iteration 8Q: 3 clusters Score -9133294 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 131282 members 
Entering Unmasked Estep 
Score: -9136595.000000 Penalty: 1112.377808
	Iteration 9Q: 3 clusters Score -9136595 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -9138500.000000 Penalty: 1112.377808
	Iteration 10Q: 3 clusters Score -9138500 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -9139808.000000 Penalty: 1112.377808
	Iteration 11Q: 3 clusters Score -9139808 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -9140463.000000 Penalty: 1112.377808
	Iteration 12Q: 3 clusters Score -9140463 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -9140792.000000 Penalty: 1112.377808
	Iteration 13Q: 3 clusters Score -9140792 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -9140988.000000 Penalty: 1112.377808
	Iteration 14Q: 3 clusters Score -9140988 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -9141076.000000 Penalty: 1112.377808
	Iteration 15Q: 3 clusters Score -9141076 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -9141136.000000 Penalty: 1112.377808
	Iteration 16Q: 3 clusters Score -9141136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -9141103.000000 Penalty: 1112.377808
	Iteration 17Q: 3 clusters Score -9141103 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -9141120.000000 Penalty: 1112.377808
	Iteration 18Q: 3 clusters Score -9141120 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -9141133.000000 Penalty: 1112.377808
	Iteration 19Q: 3 clusters Score -9141133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -9141123.000000 Penalty: 1112.377808
	Iteration 20F: 3 clusters Score -9141123 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 127746 members 
Entering Unmasked Estep 
Score: -9141111.000000 Penalty: 1112.377808
	Iteration 21Q: 3 clusters Score -9141111 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -9141121.000000 Penalty: 1112.377808
	Iteration 22Q: 3 clusters Score -9141121 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -9141118.000000 Penalty: 1112.377808
	Iteration 23Q: 3 clusters Score -9141118 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -9141096.000000 Penalty: 1112.377808
	Iteration 24Q: 3 clusters Score -9141096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -9141100.000000 Penalty: 1112.377808
	Iteration 25Q: 3 clusters Score -9141100 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -9141083.000000 Penalty: 1112.377808
	Iteration 26Q: 3 clusters Score -9141083 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -9141059.000000 Penalty: 1112.377808
	Iteration 27Q: 3 clusters Score -9141059 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -9141047.000000 Penalty: 1112.377808
	Iteration 28Q: 3 clusters Score -9141047 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -9141050.000000 Penalty: 1112.377808
	Iteration 29Q: 3 clusters Score -9141050 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -9141045.000000 Penalty: 1112.377808
	Iteration 30Q: 3 clusters Score -9141045 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 125191 members 
Entering Unmasked Estep 
Score: -9141057.000000 Penalty: 1112.377808
	Iteration 31Q: 3 clusters Score -9141057 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -9141075.000000 Penalty: 1112.377808
	Iteration 32Q: 3 clusters Score -9141075 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -9141086.000000 Penalty: 1112.377808
	Iteration 33Q: 3 clusters Score -9141086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -9141063.000000 Penalty: 1112.377808
	Iteration 34Q: 3 clusters Score -9141063 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -9141042.000000 Penalty: 1112.377808
	Iteration 35Q: 3 clusters Score -9141042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -9141061.000000 Penalty: 1112.377808
	Iteration 36Q: 3 clusters Score -9141061 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -9141037.000000 Penalty: 1112.377808
	Iteration 37Q: 3 clusters Score -9141037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -9141050.000000 Penalty: 1112.377808
	Iteration 38Q: 3 clusters Score -9141050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -9141066.000000 Penalty: 1112.377808
	Iteration 39Q: 3 clusters Score -9141066 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -9141084.000000 Penalty: 1112.377808
	Iteration 40F: 3 clusters Score -9141084 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -9141089.000000 Penalty: 1112.377808
	Iteration 41Q: 3 clusters Score -9141089 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -9141103.000000 Penalty: 1112.377808
	Iteration 42Q: 3 clusters Score -9141103 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -9141075.000000 Penalty: 1112.377808
	Iteration 43Q: 3 clusters Score -9141075 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -9141071.000000 Penalty: 1112.377808
	Iteration 44Q: 3 clusters Score -9141071 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -9141049.000000 Penalty: 1112.377808
	Iteration 45Q: 3 clusters Score -9141049 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 122063 members 
Entering Unmasked Estep 
Score: -9141005.000000 Penalty: 1112.377808
	Iteration 46Q: 3 clusters Score -9141005 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -9140993.000000 Penalty: 1112.377808
	Iteration 47Q: 3 clusters Score -9140993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 121721 members 
Entering Unmasked Estep 
Score: -9140987.000000 Penalty: 1112.377808
	Iteration 48Q: 3 clusters Score -9140987 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -9141002.000000 Penalty: 1112.377808
	Iteration 49Q: 3 clusters Score -9141002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 121381 members 
Entering Unmasked Estep 
Score: -9140992.000000 Penalty: 1112.377808
	Iteration 50Q: 3 clusters Score -9140992 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -9140959.000000 Penalty: 1112.377808
	Iteration 51Q: 3 clusters Score -9140959 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -9140947.000000 Penalty: 1112.377808
	Iteration 52Q: 3 clusters Score -9140947 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -9140940.000000 Penalty: 1112.377808
	Iteration 53Q: 3 clusters Score -9140940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 120737 members 
Entering Unmasked Estep 
Score: -9140935.000000 Penalty: 1112.377808
	Iteration 54Q: 3 clusters Score -9140935 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -9140922.000000 Penalty: 1112.377808
	Iteration 55Q: 3 clusters Score -9140922 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -9140930.000000 Penalty: 1112.377808
	Iteration 56Q: 3 clusters Score -9140930 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -9140920.000000 Penalty: 1112.377808
	Iteration 57Q: 3 clusters Score -9140920 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 120048 members 
Entering Unmasked Estep 
Score: -9140902.000000 Penalty: 1112.377808
	Iteration 58Q: 3 clusters Score -9140902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -9140888.000000 Penalty: 1112.377808
	Iteration 59Q: 3 clusters Score -9140888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -9140889.000000 Penalty: 1112.377808
	Iteration 60F: 3 clusters Score -9140889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 61Q: 3 clusters Score -9140881 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -9140922.000000 Penalty: 1112.377808
	Iteration 62Q: 3 clusters Score -9140922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -9140914.000000 Penalty: 1112.377808
	Iteration 63Q: 3 clusters Score -9140914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -9140903.000000 Penalty: 1112.377808
	Iteration 64Q: 3 clusters Score -9140903 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -9140880.000000 Penalty: 1112.377808
	Iteration 65Q: 3 clusters Score -9140880 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -9140925.000000 Penalty: 1112.377808
	Iteration 66Q: 3 clusters Score -9140925 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -9140926.000000 Penalty: 1112.377808
	Iteration 67Q: 3 clusters Score -9140926 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -9140968.000000 Penalty: 1112.377808
	Iteration 68Q: 3 clusters Score -9140968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -9140960.000000 Penalty: 1112.377808
	Iteration 69Q: 3 clusters Score -9140960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 117213 members 
Entering Unmasked Estep 
Score: -9140936.000000 Penalty: 1112.377808
	Iteration 70Q: 3 clusters Score -9140936 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -9140915.000000 Penalty: 1112.377808
	Iteration 71Q: 3 clusters Score -9140915 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -9140885.000000 Penalty: 1112.377808
	Iteration 72Q: 3 clusters Score -9140885 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -9140930.000000 Penalty: 1112.377808
	Iteration 73Q: 3 clusters Score -9140930 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -9140922.000000 Penalty: 1112.377808
	Iteration 74Q: 3 clusters Score -9140922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -9140899.000000 Penalty: 1112.377808
	Iteration 75Q: 3 clusters Score -9140899 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -9140917.000000 Penalty: 1112.377808
	Iteration 76Q: 3 clusters Score -9140917 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -9140898.000000 Penalty: 1112.377808
	Iteration 77Q: 3 clusters Score -9140898 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 114705 members 
Entering Unmasked Estep 
Score: -9140919.000000 Penalty: 1112.377808
	Iteration 78Q: 3 clusters Score -9140919 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -9140924.000000 Penalty: 1112.377808
	Iteration 79Q: 3 clusters Score -9140924 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -9140923.000000 Penalty: 1112.377808
	Iteration 80F: 3 clusters Score -9140923 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -9140940.000000 Penalty: 1112.377808
	Iteration 81Q: 3 clusters Score -9140940 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -9140953.000000 Penalty: 1112.377808
	Iteration 82Q: 3 clusters Score -9140953 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -9140944.000000 Penalty: 1112.377808
	Iteration 83Q: 3 clusters Score -9140944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -9140900.000000 Penalty: 1112.377808
	Iteration 84Q: 3 clusters Score -9140900 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 112371 members 
Entering Unmasked Estep 
Score: -9140914.000000 Penalty: 1112.377808
	Iteration 85Q: 3 clusters Score -9140914 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -9140903.000000 Penalty: 1112.377808
	Iteration 86Q: 3 clusters Score -9140903 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 87Q: 3 clusters Score -9140907 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 88Q: 3 clusters Score -9140929 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -9140934.000000 Penalty: 1112.377808
	Iteration 89Q: 3 clusters Score -9140934 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -9140952.000000 Penalty: 1112.377808
	Iteration 90Q: 3 clusters Score -9140952 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -9140944.000000 Penalty: 1112.377808
	Iteration 91Q: 3 clusters Score -9140944 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -9140933.000000 Penalty: 1112.377808
	Iteration 92Q: 3 clusters Score -9140933 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -9140954.000000 Penalty: 1112.377808
	Iteration 93Q: 3 clusters Score -9140954 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -9140947.000000 Penalty: 1112.377808
	Iteration 94Q: 3 clusters Score -9140947 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -9140936.000000 Penalty: 1112.377808
	Iteration 95Q: 3 clusters Score -9140936 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -9140930.000000 Penalty: 1112.377808
	Iteration 96Q: 3 clusters Score -9140930 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -9140959.000000 Penalty: 1112.377808
	Iteration 97Q: 3 clusters Score -9140959 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -9140916.000000 Penalty: 1112.377808
	Iteration 98Q: 3 clusters Score -9140916 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 107515 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 99Q: 3 clusters Score -9140881 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -9140867.000000 Penalty: 1112.377808
	Iteration 100F: 3 clusters Score -9140867 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -9140901.000000 Penalty: 1112.377808
	Iteration 101Q: 3 clusters Score -9140901 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -9140908.000000 Penalty: 1112.377808
	Iteration 102Q: 3 clusters Score -9140908 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -9140960.000000 Penalty: 1112.377808
	Iteration 103Q: 3 clusters Score -9140960 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9140968 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9141008 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -9141002.000000 Penalty: 1112.377808
	Iteration 106Q: 3 clusters Score -9141002 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -9141022.000000 Penalty: 1112.377808
	Iteration 107Q: 3 clusters Score -9141022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -9141029.000000 Penalty: 1112.377808
	Iteration 108Q: 3 clusters Score -9141029 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -9141017.000000 Penalty: 1112.377808
	Iteration 109Q: 3 clusters Score -9141017 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -9141003.000000 Penalty: 1112.377808
	Iteration 110Q: 3 clusters Score -9141003 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9141002 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -9140993.000000 Penalty: 1112.377808
	Iteration 112Q: 3 clusters Score -9140993 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -9141037.000000 Penalty: 1112.377808
	Iteration 113Q: 3 clusters Score -9141037 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9141017 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9141002 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -9141004.000000 Penalty: 1112.377808
	Iteration 116Q: 3 clusters Score -9141004 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9141001 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -9141014.000000 Penalty: 1112.377808
	Iteration 118Q: 3 clusters Score -9141014 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -9141015.000000 Penalty: 1112.377808
	Iteration 119Q: 3 clusters Score -9141015 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -9141050.000000 Penalty: 1112.377808
	Iteration 120F: 3 clusters Score -9141050 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -9141090.000000 Penalty: 1112.377808
	Iteration 121Q: 3 clusters Score -9141090 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -9141089.000000 Penalty: 1112.377808
	Iteration 122Q: 3 clusters Score -9141089 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -9141124.000000 Penalty: 1112.377808
	Iteration 123Q: 3 clusters Score -9141124 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -9141131.000000 Penalty: 1112.377808
	Iteration 124Q: 3 clusters Score -9141131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -9141122.000000 Penalty: 1112.377808
	Iteration 125Q: 3 clusters Score -9141122 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106804 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9141101 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
Score: -9141094.000000 Penalty: 1112.377808
	Iteration 127Q: 3 clusters Score -9141094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -9141102.000000 Penalty: 1112.377808
	Iteration 128Q: 3 clusters Score -9141102 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -9141062.000000 Penalty: 1112.377808
	Iteration 129Q: 3 clusters Score -9141062 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -9141052.000000 Penalty: 1112.377808
	Iteration 130Q: 3 clusters Score -9141052 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -9141053.000000 Penalty: 1112.377808
	Iteration 131Q: 3 clusters Score -9141053 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -9141078.000000 Penalty: 1112.377808
	Iteration 132Q: 3 clusters Score -9141078 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -9141090.000000 Penalty: 1112.377808
	Iteration 133Q: 3 clusters Score -9141090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -9141124.000000 Penalty: 1112.377808
	Iteration 134Q: 3 clusters Score -9141124 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -9141121.000000 Penalty: 1112.377808
	Iteration 135Q: 3 clusters Score -9141121 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -9141106.000000 Penalty: 1112.377808
	Iteration 136Q: 3 clusters Score -9141106 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -9141108.000000 Penalty: 1112.377808
	Iteration 137Q: 3 clusters Score -9141108 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9141097 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -9141113.000000 Penalty: 1112.377808
	Iteration 139Q: 3 clusters Score -9141113 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -9141125.000000 Penalty: 1112.377808
	Iteration 140F: 3 clusters Score -9141125 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9141150 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112860 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -9141152.000000 Penalty: 1112.377808
	Iteration 142Q: 3 clusters Score -9141152 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113290 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -9141112.000000 Penalty: 1112.377808
	Iteration 143Q: 3 clusters Score -9141112 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -9141116.000000 Penalty: 1112.377808
	Iteration 144Q: 3 clusters Score -9141116 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9141137 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -9141117.000000 Penalty: 1112.377808
	Iteration 146Q: 3 clusters Score -9141117 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -9141109.000000 Penalty: 1112.377808
	Iteration 147Q: 3 clusters Score -9141109 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -9141099.000000 Penalty: 1112.377808
	Iteration 148Q: 3 clusters Score -9141099 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115771 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -9141107.000000 Penalty: 1112.377808
	Iteration 149Q: 3 clusters Score -9141107 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -9141117.000000 Penalty: 1112.377808
	Iteration 150Q: 3 clusters Score -9141117 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116655 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -9141154.000000 Penalty: 1112.377808
	Iteration 151Q: 3 clusters Score -9141154 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -9141139.000000 Penalty: 1112.377808
	Iteration 152Q: 3 clusters Score -9141139 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9141147 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -9141152.000000 Penalty: 1112.377808
	Iteration 154Q: 3 clusters Score -9141152 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -9141162.000000 Penalty: 1112.377808
	Iteration 155Q: 3 clusters Score -9141162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -9141144.000000 Penalty: 1112.377808
	Iteration 156Q: 3 clusters Score -9141144 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -9141163.000000 Penalty: 1112.377808
	Iteration 157Q: 3 clusters Score -9141163 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -9141160.000000 Penalty: 1112.377808
	Iteration 158Q: 3 clusters Score -9141160 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -9141155.000000 Penalty: 1112.377808
	Iteration 159Q: 3 clusters Score -9141155 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120533 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -9141138.000000 Penalty: 1112.377808
	Iteration 160F: 3 clusters Score -9141138 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9141148 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -9141118.000000 Penalty: 1112.377808
	Iteration 162Q: 3 clusters Score -9141118 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121494 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -9141130.000000 Penalty: 1112.377808
	Iteration 163Q: 3 clusters Score -9141130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9141129 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122135 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9141123 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -9141125.000000 Penalty: 1112.377808
	Iteration 166Q: 3 clusters Score -9141125 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -9141106.000000 Penalty: 1112.377808
	Iteration 167Q: 3 clusters Score -9141106 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -9141071.000000 Penalty: 1112.377808
	Iteration 168Q: 3 clusters Score -9141071 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -9141091.000000 Penalty: 1112.377808
	Iteration 169Q: 3 clusters Score -9141091 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -9141105.000000 Penalty: 1112.377808
	Iteration 170Q: 3 clusters Score -9141105 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -9141095.000000 Penalty: 1112.377808
	Iteration 171Q: 3 clusters Score -9141095 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -9141067.000000 Penalty: 1112.377808
	Iteration 172Q: 3 clusters Score -9141067 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -9141070.000000 Penalty: 1112.377808
	Iteration 173Q: 3 clusters Score -9141070 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9141071 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -9141111.000000 Penalty: 1112.377808
	Iteration 175Q: 3 clusters Score -9141111 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -9141096.000000 Penalty: 1112.377808
	Iteration 176Q: 3 clusters Score -9141096 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -9141082.000000 Penalty: 1112.377808
	Iteration 177Q: 3 clusters Score -9141082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -9141087.000000 Penalty: 1112.377808
	Iteration 178Q: 3 clusters Score -9141087 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -9141083.000000 Penalty: 1112.377808
	Iteration 179Q: 3 clusters Score -9141083 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126143 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -9141112.000000 Penalty: 1112.377808
	Iteration 180F: 3 clusters Score -9141112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -9141126.000000 Penalty: 1112.377808
	Iteration 181Q: 3 clusters Score -9141126 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9141098.000000 Penalty: 1112.377808
	Iteration 182Q: 3 clusters Score -9141098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -9141081.000000 Penalty: 1112.377808
	Iteration 183Q: 3 clusters Score -9141081 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -9141059.000000 Penalty: 1112.377808
	Iteration 184Q: 3 clusters Score -9141059 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -9141042.000000 Penalty: 1112.377808
	Iteration 185Q: 3 clusters Score -9141042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -9141028.000000 Penalty: 1112.377808
	Iteration 186Q: 3 clusters Score -9141028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -9141014.000000 Penalty: 1112.377808
	Iteration 187Q: 3 clusters Score -9141014 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9140995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9140994 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -9140977.000000 Penalty: 1112.377808
	Iteration 190Q: 3 clusters Score -9140977 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128116 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -9140939.000000 Penalty: 1112.377808
	Iteration 191Q: 3 clusters Score -9140939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -9140936.000000 Penalty: 1112.377808
	Iteration 192Q: 3 clusters Score -9140936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -9140913.000000 Penalty: 1112.377808
	Iteration 193Q: 3 clusters Score -9140913 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 1112.377808
	Iteration 194Q: 3 clusters Score -9140877 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -9140871.000000 Penalty: 1112.377808
	Iteration 195Q: 3 clusters Score -9140871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -9140887.000000 Penalty: 1112.377808
	Iteration 196Q: 3 clusters Score -9140887 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 197Q: 3 clusters Score -9140907 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -9140894.000000 Penalty: 1112.377808
	Iteration 198Q: 3 clusters Score -9140894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -9140908.000000 Penalty: 1112.377808
	Iteration 199Q: 3 clusters Score -9140908 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 200F: 3 clusters Score -9140907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -9140914.000000 Penalty: 1112.377808
	Iteration 201Q: 3 clusters Score -9140914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -9140918.000000 Penalty: 1112.377808
	Iteration 202Q: 3 clusters Score -9140918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130068 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 203Q: 3 clusters Score -9140929 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -9140941.000000 Penalty: 1112.377808
	Iteration 204Q: 3 clusters Score -9140941 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -9140946.000000 Penalty: 1112.377808
	Iteration 205Q: 3 clusters Score -9140946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130591 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -9140962.000000 Penalty: 1112.377808
	Iteration 206Q: 3 clusters Score -9140962 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130776 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -9140964.000000 Penalty: 1112.377808
	Iteration 207Q: 3 clusters Score -9140964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -9140952.000000 Penalty: 1112.377808
	Iteration 208Q: 3 clusters Score -9140952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131207 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9140953.000000 Penalty: 1112.377808
	Iteration 209Q: 3 clusters Score -9140953 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -9140947.000000 Penalty: 1112.377808
	Iteration 210Q: 3 clusters Score -9140947 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -9140889.000000 Penalty: 1112.377808
	Iteration 211Q: 3 clusters Score -9140889 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9140900.000000 Penalty: 1112.377808
	Iteration 212Q: 3 clusters Score -9140900 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132233 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 1112.377808
	Iteration 213Q: 3 clusters Score -9140877 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132490 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -9140879.000000 Penalty: 1112.377808
	Iteration 214Q: 3 clusters Score -9140879 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -9140861.000000 Penalty: 1112.377808
	Iteration 215Q: 3 clusters Score -9140861 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -9140849.000000 Penalty: 1112.377808
	Iteration 216Q: 3 clusters Score -9140849 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9140832.000000 Penalty: 1112.377808
	Iteration 217Q: 3 clusters Score -9140832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -9140849.000000 Penalty: 1112.377808
	Iteration 218Q: 3 clusters Score -9140849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133658 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -9140825.000000 Penalty: 1112.377808
	Iteration 219Q: 3 clusters Score -9140825 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -9140805.000000 Penalty: 1112.377808
	Iteration 220F: 3 clusters Score -9140805 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -9140816.000000 Penalty: 1112.377808
	Iteration 221Q: 3 clusters Score -9140816 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134517 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -9140838.000000 Penalty: 1112.377808
	Iteration 222Q: 3 clusters Score -9140838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -9140860.000000 Penalty: 1112.377808
	Iteration 223Q: 3 clusters Score -9140860 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -9140846.000000 Penalty: 1112.377808
	Iteration 224Q: 3 clusters Score -9140846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -9140867.000000 Penalty: 1112.377808
	Iteration 225Q: 3 clusters Score -9140867 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -9140872.000000 Penalty: 1112.377808
	Iteration 226Q: 3 clusters Score -9140872 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -9140879.000000 Penalty: 1112.377808
	Iteration 227Q: 3 clusters Score -9140879 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -9140868.000000 Penalty: 1112.377808
	Iteration 228Q: 3 clusters Score -9140868 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136787 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -9140875.000000 Penalty: 1112.377808
	Iteration 229Q: 3 clusters Score -9140875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137133 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 230Q: 3 clusters Score -9140881 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137475 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -9140865.000000 Penalty: 1112.377808
	Iteration 231Q: 3 clusters Score -9140865 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137800 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -9140910.000000 Penalty: 1112.377808
	Iteration 232Q: 3 clusters Score -9140910 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -9140909.000000 Penalty: 1112.377808
	Iteration 233Q: 3 clusters Score -9140909 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138621 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9140920.000000 Penalty: 1112.377808
	Iteration 234Q: 3 clusters Score -9140920 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -9140942.000000 Penalty: 1112.377808
	Iteration 235Q: 3 clusters Score -9140942 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -9140932.000000 Penalty: 1112.377808
	Iteration 236Q: 3 clusters Score -9140932 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -9140913.000000 Penalty: 1112.377808
	Iteration 237Q: 3 clusters Score -9140913 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -9140883.000000 Penalty: 1112.377808
	Iteration 238Q: 3 clusters Score -9140883 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -9140902.000000 Penalty: 1112.377808
	Iteration 239Q: 3 clusters Score -9140902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141091 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 240F: 3 clusters Score -9140929 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -9140932.000000 Penalty: 1112.377808
	Iteration 241Q: 3 clusters Score -9140932 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141935 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -9140947.000000 Penalty: 1112.377808
	Iteration 242Q: 3 clusters Score -9140947 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142323 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -9140948.000000 Penalty: 1112.377808
	Iteration 243Q: 3 clusters Score -9140948 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -9140934.000000 Penalty: 1112.377808
	Iteration 244Q: 3 clusters Score -9140934 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -9140948.000000 Penalty: 1112.377808
	Iteration 245Q: 3 clusters Score -9140948 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -9140942.000000 Penalty: 1112.377808
	Iteration 246Q: 3 clusters Score -9140942 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -9140954.000000 Penalty: 1112.377808
	Iteration 247Q: 3 clusters Score -9140954 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144441 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -9140972.000000 Penalty: 1112.377808
	Iteration 248Q: 3 clusters Score -9140972 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -9140974.000000 Penalty: 1112.377808
	Iteration 249Q: 3 clusters Score -9140974 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -9140960.000000 Penalty: 1112.377808
	Iteration 250Q: 3 clusters Score -9140960 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -9140958.000000 Penalty: 1112.377808
	Iteration 251Q: 3 clusters Score -9140958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -9140960.000000 Penalty: 1112.377808
	Iteration 252Q: 3 clusters Score -9140960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -9140953.000000 Penalty: 1112.377808
	Iteration 253Q: 3 clusters Score -9140953 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146151 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -9140906.000000 Penalty: 1112.377808
	Iteration 254Q: 3 clusters Score -9140906 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -9140876.000000 Penalty: 1112.377808
	Iteration 255Q: 3 clusters Score -9140876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9140891.000000 Penalty: 1112.377808
	Iteration 256Q: 3 clusters Score -9140891 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -9140892.000000 Penalty: 1112.377808
	Iteration 257Q: 3 clusters Score -9140892 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -9140917.000000 Penalty: 1112.377808
	Iteration 258Q: 3 clusters Score -9140917 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -9140905.000000 Penalty: 1112.377808
	Iteration 259Q: 3 clusters Score -9140905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147990 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -9140933.000000 Penalty: 1112.377808
	Iteration 260F: 3 clusters Score -9140933 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148223 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -9140928.000000 Penalty: 1112.377808
	Iteration 261Q: 3 clusters Score -9140928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -9140942.000000 Penalty: 1112.377808
	Iteration 262Q: 3 clusters Score -9140942 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -9140955.000000 Penalty: 1112.377808
	Iteration 263Q: 3 clusters Score -9140955 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -9140935.000000 Penalty: 1112.377808
	Iteration 264Q: 3 clusters Score -9140935 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -9140942.000000 Penalty: 1112.377808
	Iteration 265Q: 3 clusters Score -9140942 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -9140920.000000 Penalty: 1112.377808
	Iteration 266Q: 3 clusters Score -9140920 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -9140913.000000 Penalty: 1112.377808
	Iteration 267Q: 3 clusters Score -9140913 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 268Q: 3 clusters Score -9140907 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -9140908.000000 Penalty: 1112.377808
	Iteration 269Q: 3 clusters Score -9140908 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -9140916.000000 Penalty: 1112.377808
	Iteration 270Q: 3 clusters Score -9140916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 271Q: 3 clusters Score -9140929 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -9140928.000000 Penalty: 1112.377808
	Iteration 272Q: 3 clusters Score -9140928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151549 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -9140926.000000 Penalty: 1112.377808
	Iteration 273Q: 3 clusters Score -9140926 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -9140923.000000 Penalty: 1112.377808
	Iteration 274Q: 3 clusters Score -9140923 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -9140971.000000 Penalty: 1112.377808
	Iteration 275Q: 3 clusters Score -9140971 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -9140978.000000 Penalty: 1112.377808
	Iteration 276Q: 3 clusters Score -9140978 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9140984.000000 Penalty: 1112.377808
	Iteration 277Q: 3 clusters Score -9140984 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153325 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -9140972.000000 Penalty: 1112.377808
	Iteration 278Q: 3 clusters Score -9140972 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -9140978.000000 Penalty: 1112.377808
	Iteration 279Q: 3 clusters Score -9140978 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9140975.000000 Penalty: 1112.377808
	Iteration 280F: 3 clusters Score -9140975 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -9140985.000000 Penalty: 1112.377808
	Iteration 281Q: 3 clusters Score -9140985 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -9140967.000000 Penalty: 1112.377808
	Iteration 282Q: 3 clusters Score -9140967 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 283Q: 3 clusters Score -9140929 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -9140915.000000 Penalty: 1112.377808
	Iteration 284Q: 3 clusters Score -9140915 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9140901.000000 Penalty: 1112.377808
	Iteration 285Q: 3 clusters Score -9140901 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9140929.000000 Penalty: 1112.377808
	Iteration 286Q: 3 clusters Score -9140929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155815 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9140977.000000 Penalty: 1112.377808
	Iteration 287Q: 3 clusters Score -9140977 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -9140973.000000 Penalty: 1112.377808
	Iteration 288Q: 3 clusters Score -9140973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -9140967.000000 Penalty: 1112.377808
	Iteration 289Q: 3 clusters Score -9140967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9140948.000000 Penalty: 1112.377808
	Iteration 290Q: 3 clusters Score -9140948 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -9140928.000000 Penalty: 1112.377808
	Iteration 291Q: 3 clusters Score -9140928 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -9140921.000000 Penalty: 1112.377808
	Iteration 292Q: 3 clusters Score -9140921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9140910.000000 Penalty: 1112.377808
	Iteration 293Q: 3 clusters Score -9140910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 294Q: 3 clusters Score -9140907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -9140905.000000 Penalty: 1112.377808
	Iteration 295Q: 3 clusters Score -9140905 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -9140920.000000 Penalty: 1112.377808
	Iteration 296Q: 3 clusters Score -9140920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157729 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -9140901.000000 Penalty: 1112.377808
	Iteration 297Q: 3 clusters Score -9140901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -9140893.000000 Penalty: 1112.377808
	Iteration 298Q: 3 clusters Score -9140893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 299Q: 3 clusters Score -9140881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -9140900.000000 Penalty: 1112.377808
	Iteration 300F: 3 clusters Score -9140900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -9140908.000000 Penalty: 1112.377808
	Iteration 301Q: 3 clusters Score -9140908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -9140907 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158606 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -9140903.000000 Penalty: 1112.377808
	Iteration 303Q: 3 clusters Score -9140903 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9140919.000000 Penalty: 1112.377808
	Iteration 304Q: 3 clusters Score -9140919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -9140900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9140917.000000 Penalty: 1112.377808
	Iteration 306Q: 3 clusters Score -9140917 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -9140907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -9140907 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -9140910.000000 Penalty: 1112.377808
	Iteration 309Q: 3 clusters Score -9140910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -9140908.000000 Penalty: 1112.377808
	Iteration 310Q: 3 clusters Score -9140908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -9140913.000000 Penalty: 1112.377808
	Iteration 311Q: 3 clusters Score -9140913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9140890.000000 Penalty: 1112.377808
	Iteration 312Q: 3 clusters Score -9140890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -9140883.000000 Penalty: 1112.377808
	Iteration 313Q: 3 clusters Score -9140883 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -9140894.000000 Penalty: 1112.377808
	Iteration 314Q: 3 clusters Score -9140894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -9140869.000000 Penalty: 1112.377808
	Iteration 315Q: 3 clusters Score -9140869 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -9140887.000000 Penalty: 1112.377808
	Iteration 316Q: 3 clusters Score -9140887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -9140904.000000 Penalty: 1112.377808
	Iteration 317Q: 3 clusters Score -9140904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9140884.000000 Penalty: 1112.377808
	Iteration 318Q: 3 clusters Score -9140884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160567 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9140907.000000 Penalty: 1112.377808
	Iteration 319Q: 3 clusters Score -9140907 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160720 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9140903.000000 Penalty: 1112.377808
	Iteration 320F: 3 clusters Score -9140903 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160883 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9140921.000000 Penalty: 1112.377808
	Iteration 321Q: 3 clusters Score -9140921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -9140916.000000 Penalty: 1112.377808
	Iteration 322Q: 3 clusters Score -9140916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -9140900.000000 Penalty: 1112.377808
	Iteration 323Q: 3 clusters Score -9140900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -9140895.000000 Penalty: 1112.377808
	Iteration 324Q: 3 clusters Score -9140895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161175 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -9140896.000000 Penalty: 1112.377808
	Iteration 325Q: 3 clusters Score -9140896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -9140895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9140905.000000 Penalty: 1112.377808
	Iteration 327Q: 3 clusters Score -9140905 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -9140890.000000 Penalty: 1112.377808
	Iteration 328Q: 3 clusters Score -9140890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -9140870.000000 Penalty: 1112.377808
	Iteration 329Q: 3 clusters Score -9140870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -9140861.000000 Penalty: 1112.377808
	Iteration 330Q: 3 clusters Score -9140861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -9140868.000000 Penalty: 1112.377808
	Iteration 331Q: 3 clusters Score -9140868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -9140857.000000 Penalty: 1112.377808
	Iteration 332Q: 3 clusters Score -9140857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9140847.000000 Penalty: 1112.377808
	Iteration 333Q: 3 clusters Score -9140847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -9140868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9140859.000000 Penalty: 1112.377808
	Iteration 335Q: 3 clusters Score -9140859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161855 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -9140864.000000 Penalty: 1112.377808
	Iteration 336Q: 3 clusters Score -9140864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -9140871.000000 Penalty: 1112.377808
	Iteration 337Q: 3 clusters Score -9140871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -9140879.000000 Penalty: 1112.377808
	Iteration 338Q: 3 clusters Score -9140879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -9140879 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -9140883.000000 Penalty: 1112.377808
	Iteration 340F: 3 clusters Score -9140883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -9140885.000000 Penalty: 1112.377808
	Iteration 341Q: 3 clusters Score -9140885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 342Q: 3 clusters Score -9140881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -9140870.000000 Penalty: 1112.377808
	Iteration 343Q: 3 clusters Score -9140870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162410 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -9140868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -9140867.000000 Penalty: 1112.377808
	Iteration 345Q: 3 clusters Score -9140867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162521 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -9140859.000000 Penalty: 1112.377808
	Iteration 346Q: 3 clusters Score -9140859 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162562 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -9140859 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162633 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -9140841.000000 Penalty: 1112.377808
	Iteration 348Q: 3 clusters Score -9140841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9140853.000000 Penalty: 1112.377808
	Iteration 349Q: 3 clusters Score -9140853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162834 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -9140858.000000 Penalty: 1112.377808
	Iteration 350Q: 3 clusters Score -9140858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -9140833.000000 Penalty: 1112.377808
	Iteration 351Q: 3 clusters Score -9140833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163094 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -9140835.000000 Penalty: 1112.377808
	Iteration 352Q: 3 clusters Score -9140835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -9140873.000000 Penalty: 1112.377808
	Iteration 353Q: 3 clusters Score -9140873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -9140863.000000 Penalty: 1112.377808
	Iteration 354Q: 3 clusters Score -9140863 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163396 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -9140871 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -9140874 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 1112.377808
	Iteration 357Q: 3 clusters Score -9140877 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9140883 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -9140884 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9140874 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -9140886.000000 Penalty: 1112.377808
	Iteration 361Q: 3 clusters Score -9140886 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -9140861 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164490 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -9140866.000000 Penalty: 1112.377808
	Iteration 363Q: 3 clusters Score -9140866 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -9140871 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -9140885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -9140870.000000 Penalty: 1112.377808
	Iteration 366Q: 3 clusters Score -9140870 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -9140861 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -9140873 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -9140865.000000 Penalty: 1112.377808
	Iteration 369Q: 3 clusters Score -9140865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -9140849.000000 Penalty: 1112.377808
	Iteration 370Q: 3 clusters Score -9140849 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -9140849 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -9140835.000000 Penalty: 1112.377808
	Iteration 372Q: 3 clusters Score -9140835 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -9140864.000000 Penalty: 1112.377808
	Iteration 373Q: 3 clusters Score -9140864 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -9140864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -9140857 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -9140839.000000 Penalty: 1112.377808
	Iteration 376Q: 3 clusters Score -9140839 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -9140849 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9140854.000000 Penalty: 1112.377808
	Iteration 378Q: 3 clusters Score -9140854 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -9140873 nChanged 154
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Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -9140898.000000 Penalty: 1112.377808
	Iteration 380F: 3 clusters Score -9140898 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9140897.000000 Penalty: 1112.377808
	Iteration 381Q: 3 clusters Score -9140897 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -9140899.000000 Penalty: 1112.377808
	Iteration 382Q: 3 clusters Score -9140899 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167165 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -9140881.000000 Penalty: 1112.377808
	Iteration 383Q: 3 clusters Score -9140881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -9140887.000000 Penalty: 1112.377808
	Iteration 384Q: 3 clusters Score -9140887 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9140886.000000 Penalty: 1112.377808
	Iteration 385Q: 3 clusters Score -9140886 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167775 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9140866.000000 Penalty: 1112.377808
	Iteration 386Q: 3 clusters Score -9140866 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9140876.000000 Penalty: 1112.377808
	Iteration 387Q: 3 clusters Score -9140876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168243 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -9140863.000000 Penalty: 1112.377808
	Iteration 388Q: 3 clusters Score -9140863 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -9140840.000000 Penalty: 1112.377808
	Iteration 389Q: 3 clusters Score -9140840 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -9140825.000000 Penalty: 1112.377808
	Iteration 390Q: 3 clusters Score -9140825 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169157 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -9140834.000000 Penalty: 1112.377808
	Iteration 391Q: 3 clusters Score -9140834 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -9140847.000000 Penalty: 1112.377808
	Iteration 392Q: 3 clusters Score -9140847 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -9140861.000000 Penalty: 1112.377808
	Iteration 393Q: 3 clusters Score -9140861 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -9140850.000000 Penalty: 1112.377808
	Iteration 394Q: 3 clusters Score -9140850 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -9140869.000000 Penalty: 1112.377808
	Iteration 395Q: 3 clusters Score -9140869 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -9140845.000000 Penalty: 1112.377808
	Iteration 396Q: 3 clusters Score -9140845 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -9140848.000000 Penalty: 1112.377808
	Iteration 397Q: 3 clusters Score -9140848 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171849 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -9140821.000000 Penalty: 1112.377808
	Iteration 398Q: 3 clusters Score -9140821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172181 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -9140825.000000 Penalty: 1112.377808
	Iteration 399Q: 3 clusters Score -9140825 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172568 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -9140842.000000 Penalty: 1112.377808
	Iteration 400F: 3 clusters Score -9140842 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172980 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -9140855.000000 Penalty: 1112.377808
	Iteration 401Q: 3 clusters Score -9140855 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -9140848.000000 Penalty: 1112.377808
	Iteration 402Q: 3 clusters Score -9140848 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -9140830.000000 Penalty: 1112.377808
	Iteration 403Q: 3 clusters Score -9140830 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -9140809.000000 Penalty: 1112.377808
	Iteration 404Q: 3 clusters Score -9140809 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -9140794.000000 Penalty: 1112.377808
	Iteration 405Q: 3 clusters Score -9140794 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -9140790.000000 Penalty: 1112.377808
	Iteration 406Q: 3 clusters Score -9140790 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -9140821.000000 Penalty: 1112.377808
	Iteration 407Q: 3 clusters Score -9140821 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -9140825.000000 Penalty: 1112.377808
	Iteration 408Q: 3 clusters Score -9140825 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175851 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -9140822.000000 Penalty: 1112.377808
	Iteration 409Q: 3 clusters Score -9140822 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -9140836.000000 Penalty: 1112.377808
	Iteration 410Q: 3 clusters Score -9140836 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -9140831.000000 Penalty: 1112.377808
	Iteration 411Q: 3 clusters Score -9140831 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -9140839.000000 Penalty: 1112.377808
	Iteration 412Q: 3 clusters Score -9140839 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -9140867.000000 Penalty: 1112.377808
	Iteration 413Q: 3 clusters Score -9140867 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -9140869.000000 Penalty: 1112.377808
	Iteration 414Q: 3 clusters Score -9140869 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -9140864.000000 Penalty: 1112.377808
	Iteration 415Q: 3 clusters Score -9140864 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178647 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -9140868.000000 Penalty: 1112.377808
	Iteration 416Q: 3 clusters Score -9140868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9140882.000000 Penalty: 1112.377808
	Iteration 417Q: 3 clusters Score -9140882 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -9140878.000000 Penalty: 1112.377808
	Iteration 418Q: 3 clusters Score -9140878 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9140873.000000 Penalty: 1112.377808
	Iteration 419Q: 3 clusters Score -9140873 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -9140884.000000 Penalty: 1112.377808
	Iteration 420F: 3 clusters Score -9140884 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180367 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -9140895.000000 Penalty: 1112.377808
	Iteration 421Q: 3 clusters Score -9140895 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -9140898.000000 Penalty: 1112.377808
	Iteration 422Q: 3 clusters Score -9140898 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181068 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -9140921.000000 Penalty: 1112.377808
	Iteration 423Q: 3 clusters Score -9140921 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -9140976.000000 Penalty: 1112.377808
	Iteration 424Q: 3 clusters Score -9140976 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181908 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -9140959.000000 Penalty: 1112.377808
	Iteration 425Q: 3 clusters Score -9140959 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -9140959 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182769 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -9140976.000000 Penalty: 1112.377808
	Iteration 427Q: 3 clusters Score -9140976 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -9140996.000000 Penalty: 1112.377808
	Iteration 428Q: 3 clusters Score -9140996 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183590 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -9141026.000000 Penalty: 1112.377808
	Iteration 429Q: 3 clusters Score -9141026 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184046 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -9141064.000000 Penalty: 1112.377808
	Iteration 430Q: 3 clusters Score -9141064 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -9141087.000000 Penalty: 1112.377808
	Iteration 431Q: 3 clusters Score -9141087 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184960 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -9141118.000000 Penalty: 1112.377808
	Iteration 432Q: 3 clusters Score -9141118 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185434 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -9141145.000000 Penalty: 1112.377808
	Iteration 433Q: 3 clusters Score -9141145 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185970 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -9141181.000000 Penalty: 1112.377808
	Iteration 434Q: 3 clusters Score -9141181 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186443 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -9141219.000000 Penalty: 1112.377808
	Iteration 435Q: 3 clusters Score -9141219 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186928 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -9141226.000000 Penalty: 1112.377808
	Iteration 436Q: 3 clusters Score -9141226 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187392 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -9141239.000000 Penalty: 1112.377808
	Iteration 437Q: 3 clusters Score -9141239 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187883 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -9141268.000000 Penalty: 1112.377808
	Iteration 438Q: 3 clusters Score -9141268 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -9141284.000000 Penalty: 1112.377808
	Iteration 439Q: 3 clusters Score -9141284 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -9141333.000000 Penalty: 1112.377808
	Iteration 440F: 3 clusters Score -9141333 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -9141388.000000 Penalty: 1112.377808
	Iteration 441Q: 3 clusters Score -9141388 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189879 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -9141475.000000 Penalty: 1112.377808
	Iteration 442Q: 3 clusters Score -9141475 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190352 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -9141505.000000 Penalty: 1112.377808
	Iteration 443Q: 3 clusters Score -9141505 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -9141486.000000 Penalty: 1112.377808
	Iteration 444Q: 3 clusters Score -9141486 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191321 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -9141537.000000 Penalty: 1112.377808
	Iteration 445Q: 3 clusters Score -9141537 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191788 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -9141568.000000 Penalty: 1112.377808
	Iteration 446Q: 3 clusters Score -9141568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192273 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -9141581.000000 Penalty: 1112.377808
	Iteration 447Q: 3 clusters Score -9141581 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -9141641.000000 Penalty: 1112.377808
	Iteration 448Q: 3 clusters Score -9141641 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193161 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -9141664.000000 Penalty: 1112.377808
	Iteration 449Q: 3 clusters Score -9141664 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193596 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -9141687.000000 Penalty: 1112.377808
	Iteration 450Q: 3 clusters Score -9141687 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -9141686.000000 Penalty: 1112.377808
	Iteration 451Q: 3 clusters Score -9141686 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194530 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -9141712.000000 Penalty: 1112.377808
	Iteration 452Q: 3 clusters Score -9141712 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -9141737.000000 Penalty: 1112.377808
	Iteration 453Q: 3 clusters Score -9141737 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9141790.000000 Penalty: 1112.377808
	Iteration 454Q: 3 clusters Score -9141790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195755 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -9141816.000000 Penalty: 1112.377808
	Iteration 455Q: 3 clusters Score -9141816 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196107 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -9141874.000000 Penalty: 1112.377808
	Iteration 456Q: 3 clusters Score -9141874 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196452 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -9141920.000000 Penalty: 1112.377808
	Iteration 457Q: 3 clusters Score -9141920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -9141944.000000 Penalty: 1112.377808
	Iteration 458Q: 3 clusters Score -9141944 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -9141983.000000 Penalty: 1112.377808
	Iteration 459Q: 3 clusters Score -9141983 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197473 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -9142010.000000 Penalty: 1112.377808
	Iteration 460F: 3 clusters Score -9142010 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197822 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -9142047.000000 Penalty: 1112.377808
	Iteration 461Q: 3 clusters Score -9142047 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198147 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -9142075.000000 Penalty: 1112.377808
	Iteration 462Q: 3 clusters Score -9142075 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -9142114.000000 Penalty: 1112.377808
	Iteration 463Q: 3 clusters Score -9142114 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198741 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -9142143.000000 Penalty: 1112.377808
	Iteration 464Q: 3 clusters Score -9142143 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198981 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -9142133.000000 Penalty: 1112.377808
	Iteration 465Q: 3 clusters Score -9142133 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199184 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -9142156.000000 Penalty: 1112.377808
	Iteration 466Q: 3 clusters Score -9142156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -9142168.000000 Penalty: 1112.377808
	Iteration 467Q: 3 clusters Score -9142168 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199541 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -9142166.000000 Penalty: 1112.377808
	Iteration 468Q: 3 clusters Score -9142166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199667 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9142177.000000 Penalty: 1112.377808
	Iteration 469Q: 3 clusters Score -9142177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199801 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9142187.000000 Penalty: 1112.377808
	Iteration 470Q: 3 clusters Score -9142187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199929 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -9142187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200070 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9142201.000000 Penalty: 1112.377808
	Iteration 472Q: 3 clusters Score -9142201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200172 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9142213.000000 Penalty: 1112.377808
	Iteration 473Q: 3 clusters Score -9142213 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200280 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9142219.000000 Penalty: 1112.377808
	Iteration 474Q: 3 clusters Score -9142219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200392 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9142229.000000 Penalty: 1112.377808
	Iteration 475Q: 3 clusters Score -9142229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200502 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9142232.000000 Penalty: 1112.377808
	Iteration 476Q: 3 clusters Score -9142232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200597 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9142239.000000 Penalty: 1112.377808
	Iteration 477Q: 3 clusters Score -9142239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200697 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9142242.000000 Penalty: 1112.377808
	Iteration 478Q: 3 clusters Score -9142242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200786 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9142264.000000 Penalty: 1112.377808
	Iteration 479Q: 3 clusters Score -9142264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200870 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -9142269.000000 Penalty: 1112.377808
	Iteration 480F: 3 clusters Score -9142269 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200947 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9142271.000000 Penalty: 1112.377808
	Iteration 481Q: 3 clusters Score -9142271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201012 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9142281.000000 Penalty: 1112.377808
	Iteration 482Q: 3 clusters Score -9142281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201080 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9142274.000000 Penalty: 1112.377808
	Iteration 483Q: 3 clusters Score -9142274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201150 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9142270.000000 Penalty: 1112.377808
	Iteration 484Q: 3 clusters Score -9142270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201231 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9142286.000000 Penalty: 1112.377808
	Iteration 485Q: 3 clusters Score -9142286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201298 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9142297.000000 Penalty: 1112.377808
	Iteration 486Q: 3 clusters Score -9142297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9142295.000000 Penalty: 1112.377808
	Iteration 487Q: 3 clusters Score -9142295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201433 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9142312.000000 Penalty: 1112.377808
	Iteration 488Q: 3 clusters Score -9142312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201487 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9142308.000000 Penalty: 1112.377808
	Iteration 489Q: 3 clusters Score -9142308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201554 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9142300.000000 Penalty: 1112.377808
	Iteration 490Q: 3 clusters Score -9142300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201609 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9142303.000000 Penalty: 1112.377808
	Iteration 491Q: 3 clusters Score -9142303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201670 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9142308.000000 Penalty: 1112.377808
	Iteration 492Q: 3 clusters Score -9142308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201717 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9142305.000000 Penalty: 1112.377808
	Iteration 493Q: 3 clusters Score -9142305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201767 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9142307.000000 Penalty: 1112.377808
	Iteration 494Q: 3 clusters Score -9142307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201833 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9142321.000000 Penalty: 1112.377808
	Iteration 495Q: 3 clusters Score -9142321 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201902 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9142344.000000 Penalty: 1112.377808
	Iteration 496Q: 3 clusters Score -9142344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201959 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9142358.000000 Penalty: 1112.377808
	Iteration 497Q: 3 clusters Score -9142358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202013 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9142357.000000 Penalty: 1112.377808
	Iteration 498Q: 3 clusters Score -9142357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202057 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9142364.000000 Penalty: 1112.377808
	Iteration 499Q: 3 clusters Score -9142364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202095 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9142360.000000 Penalty: 1112.377808
	Iteration 500F: 3 clusters Score -9142360 nChanged 31
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 18 (43722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Entering Unmasked Estep 
Score: -1927890.375000 Penalty: 486.195129
	Iteration 0F: 2 clusters Score -1927890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -1898499.875000 Penalty: 972.390259
	Iteration 0F: 3 clusters Score -1898500 nChanged 21182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1911173.500000 Penalty: 972.390259
	Iteration 1F: 3 clusters Score -1911174 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1911823.000000 Penalty: 972.390259
	Iteration 2Q: 3 clusters Score -1911823 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -1912894.125000 Penalty: 972.390259
	Iteration 3Q: 3 clusters Score -1912894 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -1914681.250000 Penalty: 972.390259
	Iteration 4F: 3 clusters Score -1914681 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -1917022.500000 Penalty: 972.390259
	Iteration 5F: 3 clusters Score -1917022 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -1919179.625000 Penalty: 972.390259
	Iteration 6F: 3 clusters Score -1919180 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -1920440.875000 Penalty: 972.390259
	Iteration 7F: 3 clusters Score -1920441 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -1921017.750000 Penalty: 972.390259
	Iteration 8Q: 3 clusters Score -1921018 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -1921374.250000 Penalty: 972.390259
	Iteration 9Q: 3 clusters Score -1921374 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -1921703.625000 Penalty: 972.390259
	Iteration 10Q: 3 clusters Score -1921704 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -1922068.750000 Penalty: 972.390259
	Iteration 11Q: 3 clusters Score -1922069 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -1922480.875000 Penalty: 972.390259
	Iteration 12Q: 3 clusters Score -1922481 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -1922943.875000 Penalty: 972.390259
	Iteration 13Q: 3 clusters Score -1922944 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -1923414.625000 Penalty: 972.390259
	Iteration 14Q: 3 clusters Score -1923415 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -1923947.375000 Penalty: 972.390259
	Iteration 15Q: 3 clusters Score -1923947 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -1924496.625000 Penalty: 972.390259
	Iteration 16Q: 3 clusters Score -1924497 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -1925086.125000 Penalty: 972.390259
	Iteration 17Q: 3 clusters Score -1925086 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -1925646.125000 Penalty: 972.390259
	Iteration 18Q: 3 clusters Score -1925646 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -1926124.125000 Penalty: 972.390259
	Iteration 19Q: 3 clusters Score -1926124 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -1926558.875000 Penalty: 972.390259
	Iteration 20F: 3 clusters Score -1926559 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -1926946.625000 Penalty: 972.390259
	Iteration 21Q: 3 clusters Score -1926947 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -1927222.875000 Penalty: 972.390259
	Iteration 22Q: 3 clusters Score -1927223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -1927345.000000 Penalty: 972.390259
	Iteration 23Q: 3 clusters Score -1927345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -1927394.750000 Penalty: 972.390259
	Iteration 24Q: 3 clusters Score -1927395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -1927418.875000 Penalty: 972.390259
	Iteration 25Q: 3 clusters Score -1927419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -1927441.750000 Penalty: 972.390259
	Iteration 26Q: 3 clusters Score -1927442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -1927454.625000 Penalty: 972.390259
	Iteration 27Q: 3 clusters Score -1927455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -1927458.625000 Penalty: 972.390259
	Iteration 28Q: 3 clusters Score -1927459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -1927458.625000 Penalty: 972.390259
	Iteration 29F: 3 clusters Score -1927459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -104227.039062 Penalty: 356.012268
	Iteration 0F: 2 clusters Score -104227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -102474.890625 Penalty: 712.024536
	Iteration 0F: 3 clusters Score -102474.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -103142.945312 Penalty: 712.024536
	Iteration 1F: 3 clusters Score -103142.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -103312.046875 Penalty: 712.024536
	Iteration 2F: 3 clusters Score -103312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -103447.703125 Penalty: 712.024536
	Iteration 3F: 3 clusters Score -103447.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103576.640625 Penalty: 712.024536
	Iteration 4F: 3 clusters Score -103576.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103684.101562 Penalty: 712.024536
	Iteration 5F: 3 clusters Score -103684.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -103765.242188 Penalty: 712.024536
	Iteration 6Q: 3 clusters Score -103765.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -103826.367188 Penalty: 712.024536
	Iteration 7Q: 3 clusters Score -103826.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -103892.757812 Penalty: 712.024536
	Iteration 8Q: 3 clusters Score -103892.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -103933.500000 Penalty: 712.024536
	Iteration 9Q: 3 clusters Score -103933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -103957.359375 Penalty: 712.024536
	Iteration 10Q: 3 clusters Score -103957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -103968.031250 Penalty: 712.024536
	Iteration 11Q: 3 clusters Score -103968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -103981.289062 Penalty: 712.024536
	Iteration 12Q: 3 clusters Score -103981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -103993.265625 Penalty: 712.024536
	Iteration 13Q: 3 clusters Score -103993.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -103996.921875 Penalty: 712.024536
	Iteration 14Q: 3 clusters Score -103996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -103999.812500 Penalty: 712.024536
	Iteration 15Q: 3 clusters Score -103999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -104004.375000 Penalty: 712.024536
	Iteration 16Q: 3 clusters Score -104004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -104005.570312 Penalty: 712.024536
	Iteration 17Q: 3 clusters Score -104005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -104005.570312 Penalty: 712.024536
	Iteration 18F: 3 clusters Score -104005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1458.674561 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1458.675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1495.431152 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1495.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1501.466431 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1501.466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1510.394165 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1510.394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1510.394165 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -1510.394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196300 members 
Entering Unmasked Estep 
Score: -8833121.000000 Penalty: 554.526672
	Iteration 0F: 2 clusters Score -8833121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -8699987.000000 Penalty: 1109.053345
	Iteration 0F: 3 clusters Score -8699987 nChanged 96661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -8757846.000000 Penalty: 1109.053345
	Iteration 1F: 3 clusters Score -8757846 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -8759003.000000 Penalty: 1109.053345
	Iteration 2Q: 3 clusters Score -8759003 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -8760881.000000 Penalty: 1109.053345
	Iteration 3Q: 3 clusters Score -8760881 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -8764407.000000 Penalty: 1109.053345
	Iteration 4Q: 3 clusters Score -8764407 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -8770373.000000 Penalty: 1109.053345
	Iteration 5F: 3 clusters Score -8770373 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -8780197.000000 Penalty: 1109.053345
	Iteration 6F: 3 clusters Score -8780197 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -8792991.000000 Penalty: 1109.053345
	Iteration 7F: 3 clusters Score -8792991 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -8804998.000000 Penalty: 1109.053345
	Iteration 8F: 3 clusters Score -8804998 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -8813363.000000 Penalty: 1109.053345
	Iteration 9Q: 3 clusters Score -8813363 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 177192 members 
Entering Unmasked Estep 
Score: -8818306.000000 Penalty: 1109.053345
	Iteration 10Q: 3 clusters Score -8818306 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -8821745.000000 Penalty: 1109.053345
	Iteration 11Q: 3 clusters Score -8821745 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 184936 members 
Entering Unmasked Estep 
Score: -8824478.000000 Penalty: 1109.053345
	Iteration 12Q: 3 clusters Score -8824478 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 187722 members 
Entering Unmasked Estep 
Score: -8826700.000000 Penalty: 1109.053345
	Iteration 13Q: 3 clusters Score -8826700 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -8828380.000000 Penalty: 1109.053345
	Iteration 14Q: 3 clusters Score -8828380 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 191508 members 
Entering Unmasked Estep 
Score: -8829564.000000 Penalty: 1109.053345
	Iteration 15Q: 3 clusters Score -8829564 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 192734 members 
Entering Unmasked Estep 
Score: -8830477.000000 Penalty: 1109.053345
	Iteration 16Q: 3 clusters Score -8830477 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -8831084.000000 Penalty: 1109.053345
	Iteration 17Q: 3 clusters Score -8831084 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
Score: -8831498.000000 Penalty: 1109.053345
	Iteration 18Q: 3 clusters Score -8831498 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 194800 members 
Entering Unmasked Estep 
Score: -8831764.000000 Penalty: 1109.053345
	Iteration 19Q: 3 clusters Score -8831764 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 195175 members 
Entering Unmasked Estep 
Score: -8831995.000000 Penalty: 1109.053345
	Iteration 20F: 3 clusters Score -8831995 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 195466 members 
Entering Unmasked Estep 
Score: -8832155.000000 Penalty: 1109.053345
	Iteration 21Q: 3 clusters Score -8832155 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195666 members 
Entering Unmasked Estep 
Score: -8832263.000000 Penalty: 1109.053345
	Iteration 22Q: 3 clusters Score -8832263 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -8832355.000000 Penalty: 1109.053345
	Iteration 23Q: 3 clusters Score -8832355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -8832430.000000 Penalty: 1109.053345
	Iteration 24Q: 3 clusters Score -8832430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -8832477.000000 Penalty: 1109.053345
	Iteration 25Q: 3 clusters Score -8832477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -8832506.000000 Penalty: 1109.053345
	Iteration 26Q: 3 clusters Score -8832506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196022 members 
Entering Unmasked Estep 
Score: -8832525.000000 Penalty: 1109.053345
	Iteration 27Q: 3 clusters Score -8832525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196049 members 
Entering Unmasked Estep 
Score: -8832553.000000 Penalty: 1109.053345
	Iteration 28Q: 3 clusters Score -8832553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196070 members 
Entering Unmasked Estep 
Score: -8832560.000000 Penalty: 1109.053345
	Iteration 29Q: 3 clusters Score -8832560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196082 members 
Entering Unmasked Estep 
Score: -8832571.000000 Penalty: 1109.053345
	Iteration 30Q: 3 clusters Score -8832571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196091 members 
Entering Unmasked Estep 
Score: -8832575.000000 Penalty: 1109.053345
	Iteration 31Q: 3 clusters Score -8832575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196094 members 
Entering Unmasked Estep 
Score: -8832576.000000 Penalty: 1109.053345
	Iteration 32Q: 3 clusters Score -8832576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196095 members 
Entering Unmasked Estep 
Score: -8832576.000000 Penalty: 1109.053345
	Iteration 33Q: 3 clusters Score -8832576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196099 members 
Entering Unmasked Estep 
Score: -8832572.000000 Penalty: 1109.053345
	Iteration 34Q: 3 clusters Score -8832572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -8832577.000000 Penalty: 1109.053345
	Iteration 35Q: 3 clusters Score -8832577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -8832577.000000 Penalty: 1109.053345
	Iteration 36Q: 3 clusters Score -8832577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196109 members 
Entering Unmasked Estep 
Score: -8832580.000000 Penalty: 1109.053345
	Iteration 37Q: 3 clusters Score -8832580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196112 members 
Entering Unmasked Estep 
Score: -8832585.000000 Penalty: 1109.053345
	Iteration 38Q: 3 clusters Score -8832585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196112 members 
Entering Unmasked Estep 
Score: -8832585.000000 Penalty: 1109.053345
	Iteration 39F: 3 clusters Score -8832585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -32669.542969 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -32669.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31945.875000 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -31945.88 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32194.361328 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -32194.36 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32282.552734 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -32282.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -32334.109375 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -32334.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -32359.802734 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -32359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32377.691406 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -32377.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -32390.486328 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -32390.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -32395.462891 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -32395.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32397.070312 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -32397.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32398.880859 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -32398.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -32401.666016 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -32401.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32404.416016 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -32404.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -32407.736328 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -32407.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -32410.912109 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -32410.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -32415.871094 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -32415.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -32420.699219 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -32420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -32425.908203 Penalty: 616.037415
	Iteration 16Q: 3 clusters Score -32425.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32430.451172 Penalty: 616.037415
	Iteration 17Q: 3 clusters Score -32430.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -32435.332031 Penalty: 616.037415
	Iteration 18Q: 3 clusters Score -32435.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32440.300781 Penalty: 616.037415
	Iteration 19Q: 3 clusters Score -32440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -32444.824219 Penalty: 616.037415
	Iteration 20F: 3 clusters Score -32444.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -32450.595703 Penalty: 616.037415
	Iteration 21Q: 3 clusters Score -32450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32454.810547 Penalty: 616.037415
	Iteration 22Q: 3 clusters Score -32454.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32457.654297 Penalty: 616.037415
	Iteration 23Q: 3 clusters Score -32457.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -32458.406250 Penalty: 616.037415
	Iteration 24Q: 3 clusters Score -32458.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -32459.386719 Penalty: 616.037415
	Iteration 25Q: 3 clusters Score -32459.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32460.203125 Penalty: 616.037415
	Iteration 26Q: 3 clusters Score -32460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -32461.125000 Penalty: 616.037415
	Iteration 27Q: 3 clusters Score -32461.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32461.300781 Penalty: 616.037415
	Iteration 28Q: 3 clusters Score -32461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32461.300781 Penalty: 616.037415
	Iteration 29F: 3 clusters Score -32461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -9595.250000 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -9595.25 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 132 members 
Entering Unmasked Estep 
Score: -9260.075195 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -9260.075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9348.862305 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -9348.862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9392.490234 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -9392.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9416.088867 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -9416.089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9427.960938 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -9427.961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9433.920898 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -9433.921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9442.809570 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -9442.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9449.510742 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -9449.511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9452.875000 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -9452.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9455.440430 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -9455.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9465.301758 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -9465.302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9471.437500 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -9471.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9475.165039 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -9475.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9480.319336 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -9480.319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9482.920898 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -9482.921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9484.192383 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -9484.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9487.406250 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -9487.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9488.885742 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -9488.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9490.833008 Penalty: 509.456421
	Iteration 18Q: 3 clusters Score -9490.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9496.072266 Penalty: 509.456421
	Iteration 19Q: 3 clusters Score -9496.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9498.837891 Penalty: 509.456421
	Iteration 20F: 3 clusters Score -9498.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9499.645508 Penalty: 509.456421
	Iteration 21Q: 3 clusters Score -9499.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9504.191406 Penalty: 509.456421
	Iteration 22Q: 3 clusters Score -9504.191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9504.673828 Penalty: 509.456421
	Iteration 23Q: 3 clusters Score -9504.674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9504.673828 Penalty: 509.456421
	Iteration 24F: 3 clusters Score -9504.674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (139717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Entering Unmasked Estep 
Score: -6231442.000000 Penalty: 539.055542
	Iteration 0F: 2 clusters Score -6231442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -6136366.500000 Penalty: 1078.111084
	Iteration 0F: 3 clusters Score -6136366 nChanged 68570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -6181088.000000 Penalty: 1078.111084
	Iteration 1F: 3 clusters Score -6181088 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6186920.000000 Penalty: 1078.111084
	Iteration 2F: 3 clusters Score -6186920 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -6197521.000000 Penalty: 1078.111084
	Iteration 3F: 3 clusters Score -6197521 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -6212174.500000 Penalty: 1078.111084
	Iteration 4F: 3 clusters Score -6212174 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -6224461.000000 Penalty: 1078.111084
	Iteration 5F: 3 clusters Score -6224461 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6229641.000000 Penalty: 1078.111084
	Iteration 6Q: 3 clusters Score -6229641 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6230745.500000 Penalty: 1078.111084
	Iteration 7Q: 3 clusters Score -6230746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6230910.000000 Penalty: 1078.111084
	Iteration 8Q: 3 clusters Score -6230910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6230947.000000 Penalty: 1078.111084
	Iteration 9Q: 3 clusters Score -6230947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6230947.000000 Penalty: 1078.111084
	Iteration 10F: 3 clusters Score -6230947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -410930.812500 Penalty: 416.597534
	Iteration 0F: 2 clusters Score -410930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -404604.406250 Penalty: 833.195068
	Iteration 0F: 3 clusters Score -404604.4 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -407025.781250 Penalty: 833.195068
	Iteration 1F: 3 clusters Score -407025.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -407251.750000 Penalty: 833.195068
	Iteration 2F: 3 clusters Score -407251.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -407587.406250 Penalty: 833.195068
	Iteration 3F: 3 clusters Score -407587.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -408128.968750 Penalty: 833.195068
	Iteration 4F: 3 clusters Score -408129 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -408797.937500 Penalty: 833.195068
	Iteration 5F: 3 clusters Score -408797.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -409369.062500 Penalty: 833.195068
	Iteration 6F: 3 clusters Score -409369.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -409640.406250 Penalty: 833.195068
	Iteration 7F: 3 clusters Score -409640.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -409777.000000 Penalty: 833.195068
	Iteration 8Q: 3 clusters Score -409777 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -409894.531250 Penalty: 833.195068
	Iteration 9Q: 3 clusters Score -409894.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -410005.687500 Penalty: 833.195068
	Iteration 10Q: 3 clusters Score -410005.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -410111.750000 Penalty: 833.195068
	Iteration 11Q: 3 clusters Score -410111.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -410227.281250 Penalty: 833.195068
	Iteration 12Q: 3 clusters Score -410227.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -410329.250000 Penalty: 833.195068
	Iteration 13Q: 3 clusters Score -410329.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -410411.218750 Penalty: 833.195068
	Iteration 14Q: 3 clusters Score -410411.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -410457.218750 Penalty: 833.195068
	Iteration 15Q: 3 clusters Score -410457.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -410489.343750 Penalty: 833.195068
	Iteration 16Q: 3 clusters Score -410489.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -410516.687500 Penalty: 833.195068
	Iteration 17Q: 3 clusters Score -410516.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -410538.500000 Penalty: 833.195068
	Iteration 18Q: 3 clusters Score -410538.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -410562.250000 Penalty: 833.195068
	Iteration 19Q: 3 clusters Score -410562.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -410578.062500 Penalty: 833.195068
	Iteration 20F: 3 clusters Score -410578.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -410588.531250 Penalty: 833.195068
	Iteration 21Q: 3 clusters Score -410588.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -410598.437500 Penalty: 833.195068
	Iteration 22Q: 3 clusters Score -410598.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -410604.843750 Penalty: 833.195068
	Iteration 23Q: 3 clusters Score -410604.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -410608.312500 Penalty: 833.195068
	Iteration 24Q: 3 clusters Score -410608.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -410613.031250 Penalty: 833.195068
	Iteration 25Q: 3 clusters Score -410613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -410614.687500 Penalty: 833.195068
	Iteration 26Q: 3 clusters Score -410614.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -410618.093750 Penalty: 833.195068
	Iteration 27Q: 3 clusters Score -410618.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -410621.218750 Penalty: 833.195068
	Iteration 28Q: 3 clusters Score -410621.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -410624.406250 Penalty: 833.195068
	Iteration 29Q: 3 clusters Score -410624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -410625.843750 Penalty: 833.195068
	Iteration 30Q: 3 clusters Score -410625.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -410627.937500 Penalty: 833.195068
	Iteration 31Q: 3 clusters Score -410627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -410629.562500 Penalty: 833.195068
	Iteration 32Q: 3 clusters Score -410629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -410630.843750 Penalty: 833.195068
	Iteration 33Q: 3 clusters Score -410630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -410632.843750 Penalty: 833.195068
	Iteration 34Q: 3 clusters Score -410632.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -410634.375000 Penalty: 833.195068
	Iteration 35Q: 3 clusters Score -410634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -410636.875000 Penalty: 833.195068
	Iteration 36Q: 3 clusters Score -410636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -410638.781250 Penalty: 833.195068
	Iteration 37Q: 3 clusters Score -410638.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -410641.468750 Penalty: 833.195068
	Iteration 38Q: 3 clusters Score -410641.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -410642.906250 Penalty: 833.195068
	Iteration 39Q: 3 clusters Score -410642.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -410647.281250 Penalty: 833.195068
	Iteration 40F: 3 clusters Score -410647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -410651.093750 Penalty: 833.195068
	Iteration 41Q: 3 clusters Score -410651.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -410653.625000 Penalty: 833.195068
	Iteration 42Q: 3 clusters Score -410653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -410655.187500 Penalty: 833.195068
	Iteration 43Q: 3 clusters Score -410655.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -410658.937500 Penalty: 833.195068
	Iteration 44Q: 3 clusters Score -410658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -410659.281250 Penalty: 833.195068
	Iteration 45Q: 3 clusters Score -410659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -410660.312500 Penalty: 833.195068
	Iteration 46Q: 3 clusters Score -410660.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -410662.468750 Penalty: 833.195068
	Iteration 47Q: 3 clusters Score -410662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -410664.625000 Penalty: 833.195068
	Iteration 48Q: 3 clusters Score -410664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -410666.656250 Penalty: 833.195068
	Iteration 49Q: 3 clusters Score -410666.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -410667.000000 Penalty: 833.195068
	Iteration 50Q: 3 clusters Score -410667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -410669.281250 Penalty: 833.195068
	Iteration 51Q: 3 clusters Score -410669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -410670.156250 Penalty: 833.195068
	Iteration 52Q: 3 clusters Score -410670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -410671.250000 Penalty: 833.195068
	Iteration 53Q: 3 clusters Score -410671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -410671.156250 Penalty: 833.195068
	Iteration 54Q: 3 clusters Score -410671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410670.656250 Penalty: 833.195068
	Iteration 55Q: 3 clusters Score -410670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -410670.781250 Penalty: 833.195068
	Iteration 56Q: 3 clusters Score -410670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -410671.281250 Penalty: 833.195068
	Iteration 57Q: 3 clusters Score -410671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -410671.093750 Penalty: 833.195068
	Iteration 58Q: 3 clusters Score -410671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -410670.781250 Penalty: 833.195068
	Iteration 59Q: 3 clusters Score -410670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -410670.656250 Penalty: 833.195068
	Iteration 60F: 3 clusters Score -410670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (65150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Entering Unmasked Estep 
Score: -2901733.500000 Penalty: 504.342377
	Iteration 0F: 2 clusters Score -2901734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -2857919.000000 Penalty: 1008.684753
	Iteration 0F: 3 clusters Score -2857919 nChanged 31678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -2877071.750000 Penalty: 1008.684753
	Iteration 1F: 3 clusters Score -2877072 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -2877866.000000 Penalty: 1008.684753
	Iteration 2Q: 3 clusters Score -2877866 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -2878824.250000 Penalty: 1008.684753
	Iteration 3Q: 3 clusters Score -2878824 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -2880081.500000 Penalty: 1008.684753
	Iteration 4Q: 3 clusters Score -2880082 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -2881859.250000 Penalty: 1008.684753
	Iteration 5F: 3 clusters Score -2881859 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -2884297.000000 Penalty: 1008.684753
	Iteration 6F: 3 clusters Score -2884297 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -2887381.500000 Penalty: 1008.684753
	Iteration 7F: 3 clusters Score -2887382 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -2889818.250000 Penalty: 1008.684753
	Iteration 8F: 3 clusters Score -2889818 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -2890900.000000 Penalty: 1008.684753
	Iteration 9Q: 3 clusters Score -2890900 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -2891275.250000 Penalty: 1008.684753
	Iteration 10Q: 3 clusters Score -2891275 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -2891580.500000 Penalty: 1008.684753
	Iteration 11Q: 3 clusters Score -2891580 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -2891882.500000 Penalty: 1008.684753
	Iteration 12Q: 3 clusters Score -2891882 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -2892216.000000 Penalty: 1008.684753
	Iteration 13Q: 3 clusters Score -2892216 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -2892615.750000 Penalty: 1008.684753
	Iteration 14Q: 3 clusters Score -2892616 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -2893121.250000 Penalty: 1008.684753
	Iteration 15Q: 3 clusters Score -2893121 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -2893647.000000 Penalty: 1008.684753
	Iteration 16Q: 3 clusters Score -2893647 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -2894281.750000 Penalty: 1008.684753
	Iteration 17Q: 3 clusters Score -2894282 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -2894978.000000 Penalty: 1008.684753
	Iteration 18Q: 3 clusters Score -2894978 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -2895683.500000 Penalty: 1008.684753
	Iteration 19Q: 3 clusters Score -2895684 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2896338 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2896884 nChanged 759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2897370 nChanged 697
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2897782 nChanged 677
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2898160 nChanged 625
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Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2898458 nChanged 557
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Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2898687 nChanged 505
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2898912 nChanged 474
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Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2899089 nChanged 431
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2899233 nChanged 404
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Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2899359 nChanged 405
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2899482 nChanged 355
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Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2899556 nChanged 270
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Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2899622 nChanged 256
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Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2899667 nChanged 251
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Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2899738 nChanged 235
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Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2899776 nChanged 244
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Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2899827 nChanged 238
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Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2899873 nChanged 222
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Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2899936 nChanged 211
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2899975 nChanged 230
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Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2900020 nChanged 226
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Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2900069 nChanged 219
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Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2900104 nChanged 203
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Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2900145 nChanged 195
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Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2900170 nChanged 190
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2900210 nChanged 190
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2900256 nChanged 211
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Mstep: Class 1 contains 5829 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2900295 nChanged 214
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Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2900334 nChanged 189
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2900370 nChanged 169
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Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2900388 nChanged 174
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2900417 nChanged 185
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Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2900446 nChanged 148
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 59632 members 
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	Iteration 54Q: 3 clusters Score -2900465 nChanged 144
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Mstep: Class 1 contains 5512 members 
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Mstep: Class 1 contains 5480 members 
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	Iteration 56Q: 3 clusters Score -2900518 nChanged 135
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Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2900542 nChanged 145
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 59732 members 
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	Iteration 58Q: 3 clusters Score -2900556 nChanged 145
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Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2900600 nChanged 157
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2900614 nChanged 114
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Mstep: Class 1 contains 5419 members 
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	Iteration 62Q: 3 clusters Score -2900626 nChanged 105
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2900646 nChanged 122
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Mstep: Class 1 contains 5480 members 
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	Iteration 64Q: 3 clusters Score -2900675 nChanged 119
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Mstep: Class 1 contains 5525 members 
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	Iteration 65Q: 3 clusters Score -2900690 nChanged 110
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Mstep: Class 1 contains 5575 members 
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	Iteration 66Q: 3 clusters Score -2900710 nChanged 123
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Mstep: Class 1 contains 5622 members 
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	Iteration 67Q: 3 clusters Score -2900723 nChanged 127
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Mstep: Class 1 contains 5671 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2900743 nChanged 129
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Mstep: Class 1 contains 5706 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2900758 nChanged 127
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Mstep: Class 1 contains 5787 members 
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	Iteration 70Q: 3 clusters Score -2900788 nChanged 132
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	Iteration 71Q: 3 clusters Score -2900811 nChanged 131
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Mstep: Class 1 contains 5990 members 
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	Iteration 72Q: 3 clusters Score -2900838 nChanged 134
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Mstep: Class 1 contains 6086 members 
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	Iteration 73Q: 3 clusters Score -2900844 nChanged 123
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	Iteration 74Q: 3 clusters Score -2900868 nChanged 119
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Mstep: Class 1 contains 6304 members 
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	Iteration 75Q: 3 clusters Score -2900876 nChanged 93
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	Iteration 76Q: 3 clusters Score -2900888 nChanged 63
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	Iteration 77Q: 3 clusters Score -2900892 nChanged 65
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	Iteration 78Q: 3 clusters Score -2900884 nChanged 80
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	Iteration 79Q: 3 clusters Score -2900882 nChanged 71
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	Iteration 80F: 3 clusters Score -2900878 nChanged 98
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	Iteration 81Q: 3 clusters Score -2900888 nChanged 81
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	Iteration 82Q: 3 clusters Score -2900889 nChanged 60
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	Iteration 83Q: 3 clusters Score -2900886 nChanged 72
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	Iteration 84Q: 3 clusters Score -2900875 nChanged 57
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	Iteration 85Q: 3 clusters Score -2900873 nChanged 49
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	Iteration 86Q: 3 clusters Score -2900873 nChanged 58
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	Iteration 87Q: 3 clusters Score -2900875 nChanged 46
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	Iteration 88Q: 3 clusters Score -2900877 nChanged 27
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	Iteration 89Q: 3 clusters Score -2900878 nChanged 54
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	Iteration 90Q: 3 clusters Score -2900884 nChanged 61
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	Iteration 91Q: 3 clusters Score -2900883 nChanged 68
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	Iteration 92Q: 3 clusters Score -2900884 nChanged 83
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	Iteration 93Q: 3 clusters Score -2900885 nChanged 97
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	Iteration 94Q: 3 clusters Score -2900870 nChanged 70
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	Iteration 95Q: 3 clusters Score -2900872 nChanged 75
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	Iteration 96Q: 3 clusters Score -2900877 nChanged 120
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	Iteration 97Q: 3 clusters Score -2900880 nChanged 109
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	Iteration 98Q: 3 clusters Score -2900882 nChanged 86
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	Iteration 102Q: 3 clusters Score -2900883 nChanged 151
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	Iteration 103Q: 3 clusters Score -2900890 nChanged 119
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	Iteration 106Q: 3 clusters Score -2900886 nChanged 143
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	Iteration 107Q: 3 clusters Score -2900886 nChanged 100
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	Iteration 108Q: 3 clusters Score -2900894 nChanged 103
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	Iteration 110Q: 3 clusters Score -2900888 nChanged 126
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	Iteration 111Q: 3 clusters Score -2900884 nChanged 114
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	Iteration 112Q: 3 clusters Score -2900890 nChanged 140
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	Iteration 113Q: 3 clusters Score -2900889 nChanged 123
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 55242 members 
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Mstep: Class 2 contains 55084 members 
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 54948 members 
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	Iteration 117Q: 3 clusters Score -2900884 nChanged 137
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Mstep: Class 2 contains 54811 members 
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	Iteration 118Q: 3 clusters Score -2900888 nChanged 146
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Mstep: Class 2 contains 54665 members 
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	Iteration 119Q: 3 clusters Score -2900884 nChanged 170
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Mstep: Class 1 contains 10655 members 
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	Iteration 120F: 3 clusters Score -2900893 nChanged 171
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Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 54324 members 
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	Iteration 121Q: 3 clusters Score -2900893 nChanged 176
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Mstep: Class 2 contains 54148 members 
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Mstep: Class 2 contains 53953 members 
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Mstep: Class 2 contains 53759 members 
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	Iteration 124Q: 3 clusters Score -2900912 nChanged 190
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Mstep: Class 2 contains 53569 members 
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Mstep: Class 2 contains 53152 members 
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Mstep: Class 2 contains 52916 members 
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	Iteration 140F: 3 clusters Score -2901126 nChanged 236
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	Iteration 159Q: 3 clusters Score -2901232 nChanged 86
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	Iteration 160F: 3 clusters Score -2901232 nChanged 74
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	Iteration 162Q: 3 clusters Score -2901232 nChanged 56
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	Iteration 163Q: 3 clusters Score -2901224 nChanged 56
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	Iteration 164Q: 3 clusters Score -2901234 nChanged 58
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	Iteration 165Q: 3 clusters Score -2901234 nChanged 66
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	Iteration 166Q: 3 clusters Score -2901229 nChanged 78
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	Iteration 168Q: 3 clusters Score -2901221 nChanged 55
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	Iteration 169Q: 3 clusters Score -2901220 nChanged 67
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	Iteration 170Q: 3 clusters Score -2901226 nChanged 88
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	Iteration 171Q: 3 clusters Score -2901227 nChanged 69
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	Iteration 175Q: 3 clusters Score -2901228 nChanged 113
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	Iteration 176Q: 3 clusters Score -2901232 nChanged 99
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	Iteration 177Q: 3 clusters Score -2901234 nChanged 115
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	Iteration 179Q: 3 clusters Score -2901234 nChanged 142
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	Iteration 180F: 3 clusters Score -2901240 nChanged 151
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	Iteration 181Q: 3 clusters Score -2901244 nChanged 155
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	Iteration 182Q: 3 clusters Score -2901248 nChanged 129
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	Iteration 183Q: 3 clusters Score -2901251 nChanged 104
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	Iteration 184Q: 3 clusters Score -2901260 nChanged 95
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	Iteration 185Q: 3 clusters Score -2901264 nChanged 82
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	Iteration 186Q: 3 clusters Score -2901256 nChanged 101
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	Iteration 187Q: 3 clusters Score -2901257 nChanged 105
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	Iteration 188Q: 3 clusters Score -2901262 nChanged 105
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	Iteration 189Q: 3 clusters Score -2901255 nChanged 111
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	Iteration 191Q: 3 clusters Score -2901259 nChanged 106
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	Iteration 192Q: 3 clusters Score -2901256 nChanged 101
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	Iteration 193Q: 3 clusters Score -2901246 nChanged 111
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	Iteration 194Q: 3 clusters Score -2901258 nChanged 105
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	Iteration 195Q: 3 clusters Score -2901269 nChanged 114
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	Iteration 196Q: 3 clusters Score -2901277 nChanged 99
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	Iteration 197Q: 3 clusters Score -2901273 nChanged 70
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	Iteration 198Q: 3 clusters Score -2901274 nChanged 74
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	Iteration 199Q: 3 clusters Score -2901274 nChanged 99
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	Iteration 200F: 3 clusters Score -2901282 nChanged 94
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	Iteration 201Q: 3 clusters Score -2901287 nChanged 114
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	Iteration 202Q: 3 clusters Score -2901286 nChanged 115
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	Iteration 203Q: 3 clusters Score -2901286 nChanged 108
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	Iteration 204Q: 3 clusters Score -2901280 nChanged 105
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	Iteration 205Q: 3 clusters Score -2901277 nChanged 102
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	Iteration 206Q: 3 clusters Score -2901269 nChanged 112
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	Iteration 207Q: 3 clusters Score -2901266 nChanged 83
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	Iteration 208Q: 3 clusters Score -2901267 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2901249 nChanged 108
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Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2901250 nChanged 76
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Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 42142 members 
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	Iteration 211Q: 3 clusters Score -2901256 nChanged 94
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Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2901252 nChanged 67
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Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2901257 nChanged 78
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Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2901258 nChanged 76
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Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2901253 nChanged 87
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Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2901251 nChanged 81
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Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 41659 members 
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	Iteration 217Q: 3 clusters Score -2901265 nChanged 85
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Mstep: Class 1 contains 23576 members 
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	Iteration 218Q: 3 clusters Score -2901268 nChanged 109
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Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 41465 members 
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	Iteration 219Q: 3 clusters Score -2901269 nChanged 97
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Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2901274 nChanged 91
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	Iteration 221Q: 3 clusters Score -2901262 nChanged 108
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Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 41169 members 
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	Iteration 222Q: 3 clusters Score -2901257 nChanged 109
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Mstep: Class 1 contains 24090 members 
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	Iteration 223Q: 3 clusters Score -2901257 nChanged 112
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Mstep: Class 2 contains 40948 members 
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	Iteration 224Q: 3 clusters Score -2901261 nChanged 101
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Mstep: Class 2 contains 40847 members 
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	Iteration 225Q: 3 clusters Score -2901256 nChanged 108
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Mstep: Class 1 contains 24411 members 
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	Iteration 226Q: 3 clusters Score -2901256 nChanged 88
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	Iteration 227Q: 3 clusters Score -2901260 nChanged 106
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Mstep: Class 1 contains 24605 members 
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	Iteration 228Q: 3 clusters Score -2901257 nChanged 125
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	Iteration 229Q: 3 clusters Score -2901267 nChanged 125
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	Iteration 230Q: 3 clusters Score -2901260 nChanged 115
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	Iteration 231Q: 3 clusters Score -2901264 nChanged 98
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	Iteration 232Q: 3 clusters Score -2901267 nChanged 112
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	Iteration 233Q: 3 clusters Score -2901278 nChanged 93
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	Iteration 234Q: 3 clusters Score -2901286 nChanged 109
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	Iteration 235Q: 3 clusters Score -2901282 nChanged 123
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	Iteration 236Q: 3 clusters Score -2901295 nChanged 122
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	Iteration 237Q: 3 clusters Score -2901285 nChanged 137
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	Iteration 238Q: 3 clusters Score -2901288 nChanged 151
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	Iteration 239Q: 3 clusters Score -2901285 nChanged 141
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Mstep: Class 1 contains 26056 members 
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	Iteration 240F: 3 clusters Score -2901268 nChanged 135
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Mstep: Class 1 contains 26191 members 
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	Iteration 241Q: 3 clusters Score -2901272 nChanged 146
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	Iteration 242Q: 3 clusters Score -2901289 nChanged 132
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	Iteration 243Q: 3 clusters Score -2901296 nChanged 143
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	Iteration 244Q: 3 clusters Score -2901292 nChanged 138
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	Iteration 245Q: 3 clusters Score -2901298 nChanged 118
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	Iteration 246Q: 3 clusters Score -2901304 nChanged 126
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	Iteration 247Q: 3 clusters Score -2901303 nChanged 167
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	Iteration 248Q: 3 clusters Score -2901310 nChanged 146
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	Iteration 249Q: 3 clusters Score -2901320 nChanged 121
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	Iteration 250Q: 3 clusters Score -2901323 nChanged 135
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	Iteration 251Q: 3 clusters Score -2901322 nChanged 120
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	Iteration 252Q: 3 clusters Score -2901326 nChanged 110
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Mstep: Class 1 contains 27793 members 
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	Iteration 253Q: 3 clusters Score -2901326 nChanged 105
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	Iteration 254Q: 3 clusters Score -2901326 nChanged 92
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Mstep: Class 1 contains 27990 members 
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	Iteration 255Q: 3 clusters Score -2901327 nChanged 75
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	Iteration 256Q: 3 clusters Score -2901324 nChanged 64
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	Iteration 257Q: 3 clusters Score -2901331 nChanged 70
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	Iteration 258Q: 3 clusters Score -2901336 nChanged 71
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	Iteration 259Q: 3 clusters Score -2901340 nChanged 50
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	Iteration 260F: 3 clusters Score -2901338 nChanged 38
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	Iteration 261Q: 3 clusters Score -2901335 nChanged 34
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	Iteration 262Q: 3 clusters Score -2901342 nChanged 46
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	Iteration 263Q: 3 clusters Score -2901348 nChanged 43
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	Iteration 264Q: 3 clusters Score -2901346 nChanged 33
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	Iteration 265Q: 3 clusters Score -2901348 nChanged 36
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	Iteration 266Q: 3 clusters Score -2901347 nChanged 43
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	Iteration 267Q: 3 clusters Score -2901350 nChanged 43
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	Iteration 268Q: 3 clusters Score -2901345 nChanged 37
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	Iteration 269Q: 3 clusters Score -2901342 nChanged 27
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	Iteration 270Q: 3 clusters Score -2901343 nChanged 25
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	Iteration 271Q: 3 clusters Score -2901341 nChanged 30
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	Iteration 272Q: 3 clusters Score -2901344 nChanged 41
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	Iteration 273Q: 3 clusters Score -2901345 nChanged 30
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	Iteration 274Q: 3 clusters Score -2901347 nChanged 46
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	Iteration 275Q: 3 clusters Score -2901332 nChanged 58
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	Iteration 276Q: 3 clusters Score -2901330 nChanged 62
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	Iteration 277Q: 3 clusters Score -2901333 nChanged 57
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	Iteration 278Q: 3 clusters Score -2901321 nChanged 63
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	Iteration 279Q: 3 clusters Score -2901320 nChanged 59
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	Iteration 280F: 3 clusters Score -2901314 nChanged 56
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	Iteration 281Q: 3 clusters Score -2901308 nChanged 65
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	Iteration 282Q: 3 clusters Score -2901316 nChanged 69
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	Iteration 284Q: 3 clusters Score -2901317 nChanged 75
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	Iteration 285Q: 3 clusters Score -2901315 nChanged 66
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	Iteration 286Q: 3 clusters Score -2901313 nChanged 52
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	Iteration 287Q: 3 clusters Score -2901313 nChanged 70
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	Iteration 289Q: 3 clusters Score -2901310 nChanged 74
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	Iteration 291Q: 3 clusters Score -2901326 nChanged 69
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	Iteration 292Q: 3 clusters Score -2901328 nChanged 64
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	Iteration 293Q: 3 clusters Score -2901328 nChanged 70
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	Iteration 294Q: 3 clusters Score -2901325 nChanged 86
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	Iteration 295Q: 3 clusters Score -2901336 nChanged 55
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	Iteration 296Q: 3 clusters Score -2901331 nChanged 59
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	Iteration 297Q: 3 clusters Score -2901328 nChanged 63
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	Iteration 298Q: 3 clusters Score -2901328 nChanged 52
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	Iteration 299Q: 3 clusters Score -2901324 nChanged 64
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	Iteration 300F: 3 clusters Score -2901320 nChanged 72
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	Iteration 301Q: 3 clusters Score -2901321 nChanged 80
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	Iteration 302Q: 3 clusters Score -2901322 nChanged 82
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	Iteration 303Q: 3 clusters Score -2901323 nChanged 86
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	Iteration 304Q: 3 clusters Score -2901320 nChanged 80
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	Iteration 305Q: 3 clusters Score -2901327 nChanged 94
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	Iteration 306Q: 3 clusters Score -2901324 nChanged 96
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	Iteration 307Q: 3 clusters Score -2901316 nChanged 102
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	Iteration 308Q: 3 clusters Score -2901318 nChanged 104
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	Iteration 309Q: 3 clusters Score -2901323 nChanged 104
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	Iteration 310Q: 3 clusters Score -2901330 nChanged 101
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	Iteration 312Q: 3 clusters Score -2901334 nChanged 80
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	Iteration 313Q: 3 clusters Score -2901332 nChanged 59
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	Iteration 314Q: 3 clusters Score -2901323 nChanged 58
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	Iteration 315Q: 3 clusters Score -2901317 nChanged 58
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	Iteration 317Q: 3 clusters Score -2901334 nChanged 76
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	Iteration 318Q: 3 clusters Score -2901334 nChanged 80
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	Iteration 320F: 3 clusters Score -2901328 nChanged 83
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	Iteration 321Q: 3 clusters Score -2901326 nChanged 82
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	Iteration 322Q: 3 clusters Score -2901326 nChanged 74
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	Iteration 323Q: 3 clusters Score -2901315 nChanged 81
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	Iteration 325Q: 3 clusters Score -2901300 nChanged 76
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	Iteration 326Q: 3 clusters Score -2901307 nChanged 75
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	Iteration 327Q: 3 clusters Score -2901310 nChanged 76
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	Iteration 336Q: 3 clusters Score -2901337 nChanged 68
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	Iteration 338Q: 3 clusters Score -2901342 nChanged 63
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	Iteration 340F: 3 clusters Score -2901330 nChanged 67
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	Iteration 343Q: 3 clusters Score -2901322 nChanged 59
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	Iteration 345Q: 3 clusters Score -2901328 nChanged 77
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	Iteration 346Q: 3 clusters Score -2901330 nChanged 80
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	Iteration 347Q: 3 clusters Score -2901333 nChanged 70
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	Iteration 348Q: 3 clusters Score -2901320 nChanged 71
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	Iteration 349Q: 3 clusters Score -2901328 nChanged 94
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	Iteration 350Q: 3 clusters Score -2901332 nChanged 64
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	Iteration 351Q: 3 clusters Score -2901332 nChanged 72
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	Iteration 352Q: 3 clusters Score -2901336 nChanged 68
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	Iteration 353Q: 3 clusters Score -2901338 nChanged 64
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	Iteration 354Q: 3 clusters Score -2901338 nChanged 67
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	Iteration 355Q: 3 clusters Score -2901330 nChanged 68
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	Iteration 356Q: 3 clusters Score -2901329 nChanged 86
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	Iteration 357Q: 3 clusters Score -2901336 nChanged 81
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	Iteration 358Q: 3 clusters Score -2901327 nChanged 81
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	Iteration 359Q: 3 clusters Score -2901331 nChanged 77
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	Iteration 360F: 3 clusters Score -2901337 nChanged 83
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	Iteration 361Q: 3 clusters Score -2901341 nChanged 100
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	Iteration 362Q: 3 clusters Score -2901344 nChanged 93
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	Iteration 363Q: 3 clusters Score -2901350 nChanged 84
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	Iteration 364Q: 3 clusters Score -2901351 nChanged 95
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	Iteration 365Q: 3 clusters Score -2901348 nChanged 105
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	Iteration 366Q: 3 clusters Score -2901342 nChanged 104
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	Iteration 367Q: 3 clusters Score -2901343 nChanged 73
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	Iteration 368Q: 3 clusters Score -2901340 nChanged 73
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	Iteration 369Q: 3 clusters Score -2901344 nChanged 77
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	Iteration 384Q: 3 clusters Score -2901354 nChanged 79
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	Iteration 394Q: 3 clusters Score -2901350 nChanged 70
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	Iteration 395Q: 3 clusters Score -2901359 nChanged 58
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	Iteration 400F: 3 clusters Score -2901373 nChanged 56
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	Iteration 490Q: 3 clusters Score -2901420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -2901426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2901421.000000 Penalty: 1008.684753
	Iteration 492Q: 3 clusters Score -2901421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -2901419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
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	Iteration 494Q: 3 clusters Score -2901422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
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	Iteration 495Q: 3 clusters Score -2901423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2901416.500000 Penalty: 1008.684753
	Iteration 496Q: 3 clusters Score -2901416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2901425.250000 Penalty: 1008.684753
	Iteration 497Q: 3 clusters Score -2901425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -2901421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
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	Iteration 499Q: 3 clusters Score -2901420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2901421.500000 Penalty: 1008.684753
	Iteration 500F: 3 clusters Score -2901422 nChanged 76
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 56097 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 20794 members 
Mstep: Class 7 contains 36603 members 
Mstep: Class 8 contains 158756 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 72894 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 35518 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 8673 members 
Mstep: Class 15 contains 21066 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 203604 members 
Mstep: Class 18 contains 43722 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 196300 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 139717 members 
Mstep: Class 25 contains 9471 members 
Mstep: Class 26 contains 65150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953944.000000 Penalty: 16473.486328
Iteration 319Q: 27 clusters Score -4.695394e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 56251 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 20777 members 
Mstep: Class 7 contains 36602 members 
Mstep: Class 8 contains 158437 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 72371 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 35474 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 21088 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 204787 members 
Mstep: Class 18 contains 43707 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 195343 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 140240 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 65110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 27 clusters Score -4.69541e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 56424 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 20772 members 
Mstep: Class 7 contains 36590 members 
Mstep: Class 8 contains 158106 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 71972 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 35427 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 8665 members 
Mstep: Class 15 contains 21108 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 205970 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 194255 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 140758 members 
Mstep: Class 25 contains 9484 members 
Mstep: Class 26 contains 65082 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 27 clusters Score -4.695414e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 56588 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 7445 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 20761 members 
Mstep: Class 7 contains 36580 members 
Mstep: Class 8 contains 157775 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 10 contains 71548 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 35378 members 
Mstep: Class 13 contains 856 members 
Mstep: Class 14 contains 8661 members 
Mstep: Class 15 contains 21123 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 207132 members 
Mstep: Class 18 contains 43669 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 193112 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 141388 members 
Mstep: Class 25 contains 9493 members 
Mstep: Class 26 contains 65060 members 
Entering Unmasked Estep 
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Iteration 322Q: 27 clusters Score -4.695423e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 56755 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 20749 members 
Mstep: Class 7 contains 36557 members 
Mstep: Class 8 contains 157500 members 
Mstep: Class 9 contains 10423 members 
Mstep: Class 10 contains 71083 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 35338 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8652 members 
Mstep: Class 15 contains 21142 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 208212 members 
Mstep: Class 18 contains 43638 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 192017 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 142051 members 
Mstep: Class 25 contains 9494 members 
Mstep: Class 26 contains 65037 members 
Entering Unmasked Estep 
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Iteration 323Q: 27 clusters Score -4.695435e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 56933 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 7394 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 20743 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 157239 members 
Mstep: Class 9 contains 10454 members 
Mstep: Class 10 contains 70578 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 21155 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 209285 members 
Mstep: Class 18 contains 43604 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 190947 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 142685 members 
Mstep: Class 25 contains 9498 members 
Mstep: Class 26 contains 65032 members 
Entering Unmasked Estep 
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Score: -46954220.000000 Penalty: 16473.486328
Iteration 324Q: 27 clusters Score -4.695422e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 57116 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 20737 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 156983 members 
Mstep: Class 9 contains 10493 members 
Mstep: Class 10 contains 70158 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 35249 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 21168 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 210270 members 
Mstep: Class 18 contains 43567 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 189864 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 143331 members 
Mstep: Class 25 contains 9500 members 
Mstep: Class 26 contains 65014 members 
Entering Unmasked Estep 
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Iteration 325Q: 27 clusters Score -4.695404e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 57283 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 7348 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 36545 members 
Mstep: Class 8 contains 156699 members 
Mstep: Class 9 contains 10528 members 
Mstep: Class 10 contains 69802 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 35199 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 21177 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 211322 members 
Mstep: Class 18 contains 43515 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 188704 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 143965 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 65005 members 
Entering Unmasked Estep 
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Iteration 326Q: 27 clusters Score -4.695387e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 57450 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 20736 members 
Mstep: Class 7 contains 36542 members 
Mstep: Class 8 contains 156447 members 
Mstep: Class 9 contains 10548 members 
Mstep: Class 10 contains 69463 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 35153 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 21190 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 212370 members 
Mstep: Class 18 contains 43470 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 187472 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 144633 members 
Mstep: Class 25 contains 9505 members 
Mstep: Class 26 contains 64976 members 
Entering Unmasked Estep 
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Iteration 327Q: 27 clusters Score -4.695393e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 57604 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 20728 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 156249 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 69033 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 35122 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 21208 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 213354 members 
Mstep: Class 18 contains 43425 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 186304 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 145337 members 
Mstep: Class 25 contains 9513 members 
Mstep: Class 26 contains 64966 members 
Entering Unmasked Estep 
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Iteration 328Q: 27 clusters Score -4.695383e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 57776 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 20725 members 
Mstep: Class 7 contains 36533 members 
Mstep: Class 8 contains 156075 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 68568 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 35085 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 21226 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 214277 members 
Mstep: Class 18 contains 43375 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 185144 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 146106 members 
Mstep: Class 25 contains 9523 members 
Mstep: Class 26 contains 64951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953772.000000 Penalty: 16473.486328
Iteration 329Q: 27 clusters Score -4.695377e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 57955 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7309 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 20715 members 
Mstep: Class 7 contains 36529 members 
Mstep: Class 8 contains 155821 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 68290 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 35052 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 21248 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 215137 members 
Mstep: Class 18 contains 43331 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 183881 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 146922 members 
Mstep: Class 25 contains 9531 members 
Mstep: Class 26 contains 64932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953812.000000 Penalty: 16473.486328
Iteration 330Q: 27 clusters Score -4.695381e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 58114 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 20708 members 
Mstep: Class 7 contains 36530 members 
Mstep: Class 8 contains 155679 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 67772 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 35022 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 21265 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 215989 members 
Mstep: Class 18 contains 43296 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 182723 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 147774 members 
Mstep: Class 25 contains 9537 members 
Mstep: Class 26 contains 64906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953620.000000 Penalty: 16473.486328
Iteration 331Q: 27 clusters Score -4.695362e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 58252 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 20690 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 155445 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 67406 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 35006 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 21291 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 216781 members 
Mstep: Class 18 contains 43263 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 181553 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 148670 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 64872 members 
Entering Unmasked Estep 
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Score: -46953700.000000 Penalty: 16473.486328
Iteration 332Q: 27 clusters Score -4.69537e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 58372 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7295 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 20675 members 
Mstep: Class 7 contains 36509 members 
Mstep: Class 8 contains 155231 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 66952 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 34995 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 21311 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 217609 members 
Mstep: Class 18 contains 43241 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 180394 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 149593 members 
Mstep: Class 25 contains 9538 members 
Mstep: Class 26 contains 64843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46953748.000000 Penalty: 16473.486328
Iteration 333Q: 27 clusters Score -4.695375e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 58497 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 20657 members 
Mstep: Class 7 contains 36496 members 
Mstep: Class 8 contains 155021 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 66471 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 34982 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 21333 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 218451 members 
Mstep: Class 18 contains 43220 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 179244 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 150518 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 64808 members 
Entering Unmasked Estep 
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Score: -46953640.000000 Penalty: 16473.486328
Iteration 334Q: 27 clusters Score -4.695364e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 58609 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7272 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 20643 members 
Mstep: Class 7 contains 36485 members 
Mstep: Class 8 contains 154792 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 66106 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 34963 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 21357 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 219332 members 
Mstep: Class 18 contains 43195 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 178004 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 151414 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 64763 members 
Entering Unmasked Estep 
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Iteration 335Q: 27 clusters Score -4.695347e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 58711 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 20630 members 
Mstep: Class 7 contains 36469 members 
Mstep: Class 8 contains 154558 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 65736 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 34954 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 21375 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 220182 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 176825 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 152298 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 64729 members 
Entering Unmasked Estep 
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Score: -46953164.000000 Penalty: 16473.486328
Iteration 336Q: 27 clusters Score -4.695316e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 58826 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7246 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 36468 members 
Mstep: Class 8 contains 154374 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 65356 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 34934 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 21388 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 221148 members 
Mstep: Class 18 contains 43158 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 175490 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 153180 members 
Mstep: Class 25 contains 9562 members 
Mstep: Class 26 contains 64682 members 
Entering Unmasked Estep 
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Iteration 337Q: 27 clusters Score -4.695295e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 58924 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20616 members 
Mstep: Class 7 contains 36457 members 
Mstep: Class 8 contains 154176 members 
Mstep: Class 9 contains 10678 members 
Mstep: Class 10 contains 64982 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 21401 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 222085 members 
Mstep: Class 18 contains 43162 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 174154 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 154129 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 64609 members 
Entering Unmasked Estep 
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Iteration 338Q: 27 clusters Score -4.695305e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 59021 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7234 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 36447 members 
Mstep: Class 8 contains 154066 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 64554 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 34906 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 223079 members 
Mstep: Class 18 contains 43161 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 172744 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 155069 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 64535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952776.000000 Penalty: 16473.486328
Iteration 339Q: 27 clusters Score -4.695278e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 59118 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7232 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20588 members 
Mstep: Class 7 contains 36441 members 
Mstep: Class 8 contains 153915 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 64156 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 34895 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 21431 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 224009 members 
Mstep: Class 18 contains 43159 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 171374 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 156023 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 64475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952844.000000 Penalty: 16473.486328
Iteration 340F: 27 clusters Score -4.695284e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 59223 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20569 members 
Mstep: Class 7 contains 36445 members 
Mstep: Class 8 contains 153823 members 
Mstep: Class 9 contains 10695 members 
Mstep: Class 10 contains 63615 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 34880 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8583 members 
Mstep: Class 15 contains 21447 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 225035 members 
Mstep: Class 18 contains 43158 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 170036 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 156915 members 
Mstep: Class 25 contains 9554 members 
Mstep: Class 26 contains 64415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952884.000000 Penalty: 16473.486328
Iteration 341Q: 27 clusters Score -4.695288e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 59349 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7238 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20549 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 153731 members 
Mstep: Class 9 contains 10699 members 
Mstep: Class 10 contains 63094 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 34865 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8579 members 
Mstep: Class 15 contains 21462 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 226033 members 
Mstep: Class 18 contains 43162 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 168724 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 157783 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 64370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952940.000000 Penalty: 16473.486328
Iteration 342Q: 27 clusters Score -4.695294e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 59502 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 20527 members 
Mstep: Class 7 contains 36424 members 
Mstep: Class 8 contains 153611 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 62664 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 34851 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8576 members 
Mstep: Class 15 contains 21479 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 227030 members 
Mstep: Class 18 contains 43155 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 167398 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 158564 members 
Mstep: Class 25 contains 9536 members 
Mstep: Class 26 contains 64346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952812.000000 Penalty: 16473.486328
Iteration 343Q: 27 clusters Score -4.695281e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 59661 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7239 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 7 contains 36416 members 
Mstep: Class 8 contains 153503 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 62193 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 34842 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 21497 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 227846 members 
Mstep: Class 18 contains 43151 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 166210 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 159393 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 64312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952836.000000 Penalty: 16473.486328
Iteration 344Q: 27 clusters Score -4.695284e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 59847 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7236 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 20476 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 8 contains 153345 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 61778 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 34835 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 21524 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 228653 members 
Mstep: Class 18 contains 43140 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 164958 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 160243 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 64293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952736.000000 Penalty: 16473.486328
Iteration 345Q: 27 clusters Score -4.695274e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 60056 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7232 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 20462 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 153208 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 61336 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 34820 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8556 members 
Mstep: Class 15 contains 21542 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 229256 members 
Mstep: Class 18 contains 43125 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 163847 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 161169 members 
Mstep: Class 25 contains 9560 members 
Mstep: Class 26 contains 64267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952676.000000 Penalty: 16473.486328
Iteration 346Q: 27 clusters Score -4.695268e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 60281 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 153043 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 60921 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 34805 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 21561 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 229826 members 
Mstep: Class 18 contains 43110 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 162799 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 162048 members 
Mstep: Class 25 contains 9558 members 
Mstep: Class 26 contains 64243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952616.000000 Penalty: 16473.486328
Iteration 347Q: 27 clusters Score -4.695262e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 60515 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7234 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 20438 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 152910 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 60574 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 34782 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 21580 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 230382 members 
Mstep: Class 18 contains 43091 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 161592 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 162981 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 64209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952424.000000 Penalty: 16473.486328
Iteration 348Q: 27 clusters Score -4.695242e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 60763 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 20420 members 
Mstep: Class 7 contains 36393 members 
Mstep: Class 8 contains 152798 members 
Mstep: Class 9 contains 10766 members 
Mstep: Class 10 contains 60208 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 34775 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 21602 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 230848 members 
Mstep: Class 18 contains 43063 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 160503 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 163857 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 64179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952324.000000 Penalty: 16473.486328
Iteration 349Q: 27 clusters Score -4.695232e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 61013 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7250 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 20404 members 
Mstep: Class 7 contains 36397 members 
Mstep: Class 8 contains 152685 members 
Mstep: Class 9 contains 10779 members 
Mstep: Class 10 contains 59926 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 34765 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8521 members 
Mstep: Class 15 contains 21615 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 231271 members 
Mstep: Class 18 contains 43032 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 159342 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 164767 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 64144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952168.000000 Penalty: 16473.486328
Iteration 350Q: 27 clusters Score -4.695217e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 61262 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 20400 members 
Mstep: Class 7 contains 36391 members 
Mstep: Class 8 contains 152620 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 59608 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 34748 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 21623 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 231570 members 
Mstep: Class 18 contains 42996 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 158292 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 165679 members 
Mstep: Class 25 contains 9575 members 
Mstep: Class 26 contains 64112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952048.000000 Penalty: 16473.486328
Iteration 351Q: 27 clusters Score -4.695205e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 61548 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7268 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 20392 members 
Mstep: Class 7 contains 36401 members 
Mstep: Class 8 contains 152504 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 59396 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 34725 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8491 members 
Mstep: Class 15 contains 21632 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 231674 members 
Mstep: Class 18 contains 42963 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 157256 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 166670 members 
Mstep: Class 25 contains 9584 members 
Mstep: Class 26 contains 64091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952096.000000 Penalty: 16473.486328
Iteration 352Q: 27 clusters Score -4.69521e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 61861 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 7280 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 20383 members 
Mstep: Class 7 contains 36412 members 
Mstep: Class 8 contains 152373 members 
Mstep: Class 9 contains 10817 members 
Mstep: Class 10 contains 59282 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 34702 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8474 members 
Mstep: Class 15 contains 21645 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 231799 members 
Mstep: Class 18 contains 42935 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 156072 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 167677 members 
Mstep: Class 25 contains 9584 members 
Mstep: Class 26 contains 64073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952228.000000 Penalty: 16473.486328
Iteration 353Q: 27 clusters Score -4.695223e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 62181 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 20373 members 
Mstep: Class 7 contains 36417 members 
Mstep: Class 8 contains 152255 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 59110 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 34693 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8463 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 231961 members 
Mstep: Class 18 contains 42901 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 154924 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 168648 members 
Mstep: Class 25 contains 9582 members 
Mstep: Class 26 contains 64052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952196.000000 Penalty: 16473.486328
Iteration 354Q: 27 clusters Score -4.69522e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 62551 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 7296 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 20358 members 
Mstep: Class 7 contains 36428 members 
Mstep: Class 8 contains 152147 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 58933 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 34689 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 21680 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232051 members 
Mstep: Class 18 contains 42862 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 153835 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 169565 members 
Mstep: Class 25 contains 9591 members 
Mstep: Class 26 contains 64021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952204.000000 Penalty: 16473.486328
Iteration 355Q: 27 clusters Score -4.69522e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 62917 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 20336 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 152005 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 58827 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 34675 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 21707 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232197 members 
Mstep: Class 18 contains 42834 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 152623 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 170538 members 
Mstep: Class 25 contains 9587 members 
Mstep: Class 26 contains 63984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951840.000000 Penalty: 16473.486328
Iteration 356Q: 27 clusters Score -4.695184e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 63286 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 20313 members 
Mstep: Class 7 contains 36436 members 
Mstep: Class 8 contains 151915 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 58545 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 34666 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 21735 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232426 members 
Mstep: Class 18 contains 42805 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 151546 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 171398 members 
Mstep: Class 25 contains 9580 members 
Mstep: Class 26 contains 63964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951824.000000 Penalty: 16473.486328
Iteration 357Q: 27 clusters Score -4.695182e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 63642 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 36441 members 
Mstep: Class 8 contains 151768 members 
Mstep: Class 9 contains 10868 members 
Mstep: Class 10 contains 58462 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 34651 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 21761 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232465 members 
Mstep: Class 18 contains 42788 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 150407 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 172386 members 
Mstep: Class 25 contains 9575 members 
Mstep: Class 26 contains 63932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951968.000000 Penalty: 16473.486328
Iteration 358Q: 27 clusters Score -4.695197e+07 nChanged 3893
Entering ConstructFrom: 
Score: -46951968.000000 Penalty: 16473.486328
Entering ConstructFrom: 
Trying to split cluster 1 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -735115.750000 Penalty: 442.313934
	Iteration 0F: 2 clusters Score -735115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -724012.875000 Penalty: 884.627869
	Iteration 0F: 3 clusters Score -724012.9 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -728452.875000 Penalty: 884.627869
	Iteration 1F: 3 clusters Score -728452.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -728763.187500 Penalty: 884.627869
	Iteration 2Q: 3 clusters Score -728763.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -729193.937500 Penalty: 884.627869
	Iteration 3F: 3 clusters Score -729193.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -729807.687500 Penalty: 884.627869
	Iteration 4F: 3 clusters Score -729807.7 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -730563.312500 Penalty: 884.627869
	Iteration 5F: 3 clusters Score -730563.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -731357.812500 Penalty: 884.627869
	Iteration 6F: 3 clusters Score -731357.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -732046.625000 Penalty: 884.627869
	Iteration 7F: 3 clusters Score -732046.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -732476.625000 Penalty: 884.627869
	Iteration 8Q: 3 clusters Score -732476.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -732765.187500 Penalty: 884.627869
	Iteration 9Q: 3 clusters Score -732765.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -732982.000000 Penalty: 884.627869
	Iteration 10Q: 3 clusters Score -732982 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -733183.687500 Penalty: 884.627869
	Iteration 11Q: 3 clusters Score -733183.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -733395.187500 Penalty: 884.627869
	Iteration 12Q: 3 clusters Score -733395.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -733565.562500 Penalty: 884.627869
	Iteration 13Q: 3 clusters Score -733565.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -733720.625000 Penalty: 884.627869
	Iteration 14Q: 3 clusters Score -733720.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -733860.812500 Penalty: 884.627869
	Iteration 15Q: 3 clusters Score -733860.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -733958.375000 Penalty: 884.627869
	Iteration 16Q: 3 clusters Score -733958.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -734038.812500 Penalty: 884.627869
	Iteration 17Q: 3 clusters Score -734038.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -734112.250000 Penalty: 884.627869
	Iteration 18Q: 3 clusters Score -734112.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -734190.375000 Penalty: 884.627869
	Iteration 19Q: 3 clusters Score -734190.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -734262.437500 Penalty: 884.627869
	Iteration 20F: 3 clusters Score -734262.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -734327.750000 Penalty: 884.627869
	Iteration 21Q: 3 clusters Score -734327.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -734390.437500 Penalty: 884.627869
	Iteration 22Q: 3 clusters Score -734390.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -734473.687500 Penalty: 884.627869
	Iteration 23Q: 3 clusters Score -734473.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -734553.562500 Penalty: 884.627869
	Iteration 24Q: 3 clusters Score -734553.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -734633.375000 Penalty: 884.627869
	Iteration 25Q: 3 clusters Score -734633.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -734680.875000 Penalty: 884.627869
	Iteration 26Q: 3 clusters Score -734680.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -734705.000000 Penalty: 884.627869
	Iteration 27Q: 3 clusters Score -734705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -734720.375000 Penalty: 884.627869
	Iteration 28Q: 3 clusters Score -734720.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -734725.937500 Penalty: 884.627869
	Iteration 29Q: 3 clusters Score -734725.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -734725.000000 Penalty: 884.627869
	Iteration 30Q: 3 clusters Score -734725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -734728.375000 Penalty: 884.627869
	Iteration 31Q: 3 clusters Score -734728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -734727.125000 Penalty: 884.627869
	Iteration 32Q: 3 clusters Score -734727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -734726.250000 Penalty: 884.627869
	Iteration 33Q: 3 clusters Score -734726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -734726.812500 Penalty: 884.627869
	Iteration 34Q: 3 clusters Score -734726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -734727.500000 Penalty: 884.627869
	Iteration 35Q: 3 clusters Score -734727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -734727.437500 Penalty: 884.627869
	Iteration 36Q: 3 clusters Score -734727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -734725.875000 Penalty: 884.627869
	Iteration 37Q: 3 clusters Score -734725.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -734726.750000 Penalty: 884.627869
	Iteration 38Q: 3 clusters Score -734726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -734726.625000 Penalty: 884.627869
	Iteration 39Q: 3 clusters Score -734726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -734729.187500 Penalty: 884.627869
	Iteration 40F: 3 clusters Score -734729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -734728.750000 Penalty: 884.627869
	Iteration 41Q: 3 clusters Score -734728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -734729.500000 Penalty: 884.627869
	Iteration 42Q: 3 clusters Score -734729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -734728.625000 Penalty: 884.627869
	Iteration 43Q: 3 clusters Score -734728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -734729.062500 Penalty: 884.627869
	Iteration 44Q: 3 clusters Score -734729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -734727.937500 Penalty: 884.627869
	Iteration 45Q: 3 clusters Score -734727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -734728.500000 Penalty: 884.627869
	Iteration 46Q: 3 clusters Score -734728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -734728.125000 Penalty: 884.627869
	Iteration 47Q: 3 clusters Score -734728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -734727.812500 Penalty: 884.627869
	Iteration 48Q: 3 clusters Score -734727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -734727.812500 Penalty: 884.627869
	Iteration 49F: 3 clusters Score -734727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Entering Unmasked Estep 
Score: -2857247.250000 Penalty: 503.531342
	Iteration 0F: 2 clusters Score -2857247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -2814294.000000 Penalty: 1007.062683
	Iteration 0F: 3 clusters Score -2814294 nChanged 31030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2833657.500000 Penalty: 1007.062683
	Iteration 1F: 3 clusters Score -2833658 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2835255.000000 Penalty: 1007.062683
	Iteration 2F: 3 clusters Score -2835255 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2837868.750000 Penalty: 1007.062683
	Iteration 3F: 3 clusters Score -2837869 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2841420.000000 Penalty: 1007.062683
	Iteration 4F: 3 clusters Score -2841420 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2844985.750000 Penalty: 1007.062683
	Iteration 5F: 3 clusters Score -2844986 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2847324.500000 Penalty: 1007.062683
	Iteration 6F: 3 clusters Score -2847324 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2848527.250000 Penalty: 1007.062683
	Iteration 7Q: 3 clusters Score -2848527 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2849403.750000 Penalty: 1007.062683
	Iteration 8Q: 3 clusters Score -2849404 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2850221.500000 Penalty: 1007.062683
	Iteration 9Q: 3 clusters Score -2850222 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2851104.000000 Penalty: 1007.062683
	Iteration 10Q: 3 clusters Score -2851104 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2852029.500000 Penalty: 1007.062683
	Iteration 11Q: 3 clusters Score -2852030 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2852947.250000 Penalty: 1007.062683
	Iteration 12Q: 3 clusters Score -2852947 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2853837.000000 Penalty: 1007.062683
	Iteration 13Q: 3 clusters Score -2853837 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2854634.250000 Penalty: 1007.062683
	Iteration 14Q: 3 clusters Score -2854634 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2855264.750000 Penalty: 1007.062683
	Iteration 15Q: 3 clusters Score -2855265 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2855757.500000 Penalty: 1007.062683
	Iteration 16Q: 3 clusters Score -2855758 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2856112.250000 Penalty: 1007.062683
	Iteration 17Q: 3 clusters Score -2856112 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2856359.000000 Penalty: 1007.062683
	Iteration 18Q: 3 clusters Score -2856359 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2856521.000000 Penalty: 1007.062683
	Iteration 19Q: 3 clusters Score -2856521 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2856625.000000 Penalty: 1007.062683
	Iteration 20F: 3 clusters Score -2856625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2856695.250000 Penalty: 1007.062683
	Iteration 21Q: 3 clusters Score -2856695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2856739.000000 Penalty: 1007.062683
	Iteration 22Q: 3 clusters Score -2856739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2856762.000000 Penalty: 1007.062683
	Iteration 23Q: 3 clusters Score -2856762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2856770.000000 Penalty: 1007.062683
	Iteration 24Q: 3 clusters Score -2856770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2856779.000000 Penalty: 1007.062683
	Iteration 25Q: 3 clusters Score -2856779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2856788.000000 Penalty: 1007.062683
	Iteration 26Q: 3 clusters Score -2856788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2856793.000000 Penalty: 1007.062683
	Iteration 27Q: 3 clusters Score -2856793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2856794.250000 Penalty: 1007.062683
	Iteration 28Q: 3 clusters Score -2856794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2856794.250000 Penalty: 1007.062683
	Iteration 29F: 3 clusters Score -2856794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -73098.359375 Penalty: 338.124146
	Iteration 0F: 2 clusters Score -73098.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -71852.742188 Penalty: 676.248291
	Iteration 0F: 3 clusters Score -71852.74 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72259.390625 Penalty: 676.248291
	Iteration 1F: 3 clusters Score -72259.39 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -72320.046875 Penalty: 676.248291
	Iteration 2F: 3 clusters Score -72320.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -72356.046875 Penalty: 676.248291
	Iteration 3F: 3 clusters Score -72356.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -72382.273438 Penalty: 676.248291
	Iteration 4Q: 3 clusters Score -72382.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -72407.843750 Penalty: 676.248291
	Iteration 5Q: 3 clusters Score -72407.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -72436.617188 Penalty: 676.248291
	Iteration 6Q: 3 clusters Score -72436.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -72454.054688 Penalty: 676.248291
	Iteration 7Q: 3 clusters Score -72454.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -72476.351562 Penalty: 676.248291
	Iteration 8Q: 3 clusters Score -72476.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -72496.828125 Penalty: 676.248291
	Iteration 9Q: 3 clusters Score -72496.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -72511.406250 Penalty: 676.248291
	Iteration 10Q: 3 clusters Score -72511.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -72520.867188 Penalty: 676.248291
	Iteration 11Q: 3 clusters Score -72520.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -72533.375000 Penalty: 676.248291
	Iteration 12Q: 3 clusters Score -72533.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -72547.609375 Penalty: 676.248291
	Iteration 13Q: 3 clusters Score -72547.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -72554.304688 Penalty: 676.248291
	Iteration 14Q: 3 clusters Score -72554.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -72562.695312 Penalty: 676.248291
	Iteration 15Q: 3 clusters Score -72562.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -72573.359375 Penalty: 676.248291
	Iteration 16Q: 3 clusters Score -72573.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -72580.335938 Penalty: 676.248291
	Iteration 17Q: 3 clusters Score -72580.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -72583.992188 Penalty: 676.248291
	Iteration 18Q: 3 clusters Score -72583.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -72586.179688 Penalty: 676.248291
	Iteration 19Q: 3 clusters Score -72586.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -72587.640625 Penalty: 676.248291
	Iteration 20F: 3 clusters Score -72587.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -72591.453125 Penalty: 676.248291
	Iteration 21Q: 3 clusters Score -72591.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -72597.843750 Penalty: 676.248291
	Iteration 22Q: 3 clusters Score -72597.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -72608.398438 Penalty: 676.248291
	Iteration 23Q: 3 clusters Score -72608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -72620.937500 Penalty: 676.248291
	Iteration 24Q: 3 clusters Score -72620.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -72630.281250 Penalty: 676.248291
	Iteration 25Q: 3 clusters Score -72630.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -72636.000000 Penalty: 676.248291
	Iteration 26Q: 3 clusters Score -72636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -72642.273438 Penalty: 676.248291
	Iteration 27Q: 3 clusters Score -72642.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -72646.921875 Penalty: 676.248291
	Iteration 28Q: 3 clusters Score -72646.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -72656.148438 Penalty: 676.248291
	Iteration 29Q: 3 clusters Score -72656.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -72667.132812 Penalty: 676.248291
	Iteration 30Q: 3 clusters Score -72667.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -72675.679688 Penalty: 676.248291
	Iteration 31Q: 3 clusters Score -72675.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -72683.132812 Penalty: 676.248291
	Iteration 32Q: 3 clusters Score -72683.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -72686.414062 Penalty: 676.248291
	Iteration 33Q: 3 clusters Score -72686.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -72687.445312 Penalty: 676.248291
	Iteration 34Q: 3 clusters Score -72687.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -72687.898438 Penalty: 676.248291
	Iteration 35Q: 3 clusters Score -72687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -72689.195312 Penalty: 676.248291
	Iteration 36Q: 3 clusters Score -72689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -72691.843750 Penalty: 676.248291
	Iteration 37Q: 3 clusters Score -72691.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -72692.554688 Penalty: 676.248291
	Iteration 38Q: 3 clusters Score -72692.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -72693.796875 Penalty: 676.248291
	Iteration 39Q: 3 clusters Score -72693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -72695.289062 Penalty: 676.248291
	Iteration 40F: 3 clusters Score -72695.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -72696.492188 Penalty: 676.248291
	Iteration 41Q: 3 clusters Score -72696.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -72698.281250 Penalty: 676.248291
	Iteration 42Q: 3 clusters Score -72698.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -72698.968750 Penalty: 676.248291
	Iteration 43Q: 3 clusters Score -72698.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -72699.546875 Penalty: 676.248291
	Iteration 44Q: 3 clusters Score -72699.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -72700.523438 Penalty: 676.248291
	Iteration 45Q: 3 clusters Score -72700.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -72702.406250 Penalty: 676.248291
	Iteration 46Q: 3 clusters Score -72702.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -72705.187500 Penalty: 676.248291
	Iteration 47Q: 3 clusters Score -72705.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -72709.218750 Penalty: 676.248291
	Iteration 48Q: 3 clusters Score -72709.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -72712.976562 Penalty: 676.248291
	Iteration 49Q: 3 clusters Score -72712.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -72715.531250 Penalty: 676.248291
	Iteration 50Q: 3 clusters Score -72715.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -72719.312500 Penalty: 676.248291
	Iteration 51Q: 3 clusters Score -72719.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -72724.781250 Penalty: 676.248291
	Iteration 52Q: 3 clusters Score -72724.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -72727.921875 Penalty: 676.248291
	Iteration 53Q: 3 clusters Score -72727.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -72728.921875 Penalty: 676.248291
	Iteration 54Q: 3 clusters Score -72728.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -72732.007812 Penalty: 676.248291
	Iteration 55Q: 3 clusters Score -72732.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -72737.109375 Penalty: 676.248291
	Iteration 56Q: 3 clusters Score -72737.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -72741.820312 Penalty: 676.248291
	Iteration 57Q: 3 clusters Score -72741.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -72749.960938 Penalty: 676.248291
	Iteration 58Q: 3 clusters Score -72749.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -72755.429688 Penalty: 676.248291
	Iteration 59Q: 3 clusters Score -72755.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -72761.187500 Penalty: 676.248291
	Iteration 60F: 3 clusters Score -72761.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -72767.500000 Penalty: 676.248291
	Iteration 61Q: 3 clusters Score -72767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -72773.898438 Penalty: 676.248291
	Iteration 62Q: 3 clusters Score -72773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -72779.804688 Penalty: 676.248291
	Iteration 63Q: 3 clusters Score -72779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -72786.046875 Penalty: 676.248291
	Iteration 64Q: 3 clusters Score -72786.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -72793.062500 Penalty: 676.248291
	Iteration 65Q: 3 clusters Score -72793.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -72799.648438 Penalty: 676.248291
	Iteration 66Q: 3 clusters Score -72799.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -72801.695312 Penalty: 676.248291
	Iteration 67Q: 3 clusters Score -72801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -72802.242188 Penalty: 676.248291
	Iteration 68Q: 3 clusters Score -72802.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -72803.367188 Penalty: 676.248291
	Iteration 69Q: 3 clusters Score -72803.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -72804.953125 Penalty: 676.248291
	Iteration 70Q: 3 clusters Score -72804.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -72806.085938 Penalty: 676.248291
	Iteration 71Q: 3 clusters Score -72806.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -72808.203125 Penalty: 676.248291
	Iteration 72Q: 3 clusters Score -72808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -72808.429688 Penalty: 676.248291
	Iteration 73Q: 3 clusters Score -72808.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -72808.429688 Penalty: 676.248291
	Iteration 74F: 3 clusters Score -72808.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -324022.875000 Penalty: 404.943939
	Iteration 0F: 2 clusters Score -324022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -319149.031250 Penalty: 809.887878
	Iteration 0F: 3 clusters Score -319149 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -321042.156250 Penalty: 809.887878
	Iteration 1F: 3 clusters Score -321042.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -321236.968750 Penalty: 809.887878
	Iteration 2F: 3 clusters Score -321237 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -321472.593750 Penalty: 809.887878
	Iteration 3F: 3 clusters Score -321472.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -321810.500000 Penalty: 809.887878
	Iteration 4F: 3 clusters Score -321810.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -322227.468750 Penalty: 809.887878
	Iteration 5F: 3 clusters Score -322227.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322678.093750 Penalty: 809.887878
	Iteration 6F: 3 clusters Score -322678.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322997.343750 Penalty: 809.887878
	Iteration 7Q: 3 clusters Score -322997.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -323228.218750 Penalty: 809.887878
	Iteration 8Q: 3 clusters Score -323228.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -323339.875000 Penalty: 809.887878
	Iteration 9Q: 3 clusters Score -323339.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -323396.500000 Penalty: 809.887878
	Iteration 10Q: 3 clusters Score -323396.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -323441.218750 Penalty: 809.887878
	Iteration 11Q: 3 clusters Score -323441.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -323477.281250 Penalty: 809.887878
	Iteration 12Q: 3 clusters Score -323477.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -323510.750000 Penalty: 809.887878
	Iteration 13Q: 3 clusters Score -323510.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -323545.437500 Penalty: 809.887878
	Iteration 14Q: 3 clusters Score -323545.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -323572.656250 Penalty: 809.887878
	Iteration 15Q: 3 clusters Score -323572.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -323596.375000 Penalty: 809.887878
	Iteration 16Q: 3 clusters Score -323596.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -323617.718750 Penalty: 809.887878
	Iteration 17Q: 3 clusters Score -323617.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -323635.000000 Penalty: 809.887878
	Iteration 18Q: 3 clusters Score -323635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -323644.625000 Penalty: 809.887878
	Iteration 19Q: 3 clusters Score -323644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -323650.812500 Penalty: 809.887878
	Iteration 20F: 3 clusters Score -323650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -323659.343750 Penalty: 809.887878
	Iteration 21Q: 3 clusters Score -323659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -323664.187500 Penalty: 809.887878
	Iteration 22Q: 3 clusters Score -323664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -323671.312500 Penalty: 809.887878
	Iteration 23Q: 3 clusters Score -323671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -323677.062500 Penalty: 809.887878
	Iteration 24Q: 3 clusters Score -323677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -323679.250000 Penalty: 809.887878
	Iteration 25Q: 3 clusters Score -323679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -323679.750000 Penalty: 809.887878
	Iteration 26Q: 3 clusters Score -323679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -323679.750000 Penalty: 809.887878
	Iteration 27F: 3 clusters Score -323679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -146328.000000 Penalty: 369.201782
	Iteration 0F: 2 clusters Score -146328 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 1706 members 
Entering Unmasked Estep 
Score: -144018.953125 Penalty: 738.403564
	Iteration 0F: 3 clusters Score -144019 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -144815.406250 Penalty: 738.403564
	Iteration 1F: 3 clusters Score -144815.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -144887.984375 Penalty: 738.403564
	Iteration 2F: 3 clusters Score -144888 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -144962.828125 Penalty: 738.403564
	Iteration 3Q: 3 clusters Score -144962.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -145061.750000 Penalty: 738.403564
	Iteration 4F: 3 clusters Score -145061.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -145209.171875 Penalty: 738.403564
	Iteration 5F: 3 clusters Score -145209.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -145407.906250 Penalty: 738.403564
	Iteration 6F: 3 clusters Score -145407.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -145580.640625 Penalty: 738.403564
	Iteration 7F: 3 clusters Score -145580.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -145750.390625 Penalty: 738.403564
	Iteration 8Q: 3 clusters Score -145750.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -145856.671875 Penalty: 738.403564
	Iteration 9Q: 3 clusters Score -145856.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -145915.125000 Penalty: 738.403564
	Iteration 10Q: 3 clusters Score -145915.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -145953.343750 Penalty: 738.403564
	Iteration 11Q: 3 clusters Score -145953.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -145976.296875 Penalty: 738.403564
	Iteration 12Q: 3 clusters Score -145976.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -145990.875000 Penalty: 738.403564
	Iteration 13Q: 3 clusters Score -145990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -145996.093750 Penalty: 738.403564
	Iteration 14Q: 3 clusters Score -145996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -145998.843750 Penalty: 738.403564
	Iteration 15Q: 3 clusters Score -145998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -145999.828125 Penalty: 738.403564
	Iteration 16Q: 3 clusters Score -145999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -146002.593750 Penalty: 738.403564
	Iteration 17Q: 3 clusters Score -146002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -146004.765625 Penalty: 738.403564
	Iteration 18Q: 3 clusters Score -146004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -146007.859375 Penalty: 738.403564
	Iteration 19Q: 3 clusters Score -146007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -146009.218750 Penalty: 738.403564
	Iteration 20F: 3 clusters Score -146009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -146010.671875 Penalty: 738.403564
	Iteration 21Q: 3 clusters Score -146010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -146012.781250 Penalty: 738.403564
	Iteration 22Q: 3 clusters Score -146012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -146014.234375 Penalty: 738.403564
	Iteration 23Q: 3 clusters Score -146014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -146018.296875 Penalty: 738.403564
	Iteration 24Q: 3 clusters Score -146018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -146025.656250 Penalty: 738.403564
	Iteration 25Q: 3 clusters Score -146025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -146030.187500 Penalty: 738.403564
	Iteration 26Q: 3 clusters Score -146030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -146031.718750 Penalty: 738.403564
	Iteration 27Q: 3 clusters Score -146031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -146034.984375 Penalty: 738.403564
	Iteration 28Q: 3 clusters Score -146035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -146036.984375 Penalty: 738.403564
	Iteration 29Q: 3 clusters Score -146037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -146037.218750 Penalty: 738.403564
	Iteration 30Q: 3 clusters Score -146037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -146037.218750 Penalty: 738.403564
	Iteration 31F: 3 clusters Score -146037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Entering Unmasked Estep 
Score: -898090.437500 Penalty: 451.232300
	Iteration 0F: 2 clusters Score -898090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -884524.187500 Penalty: 902.464600
	Iteration 0F: 3 clusters Score -884524.2 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -890154.312500 Penalty: 902.464600
	Iteration 1F: 3 clusters Score -890154.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -890437.437500 Penalty: 902.464600
	Iteration 2Q: 3 clusters Score -890437.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -890922.750000 Penalty: 902.464600
	Iteration 3F: 3 clusters Score -890922.8 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -891794.375000 Penalty: 902.464600
	Iteration 4F: 3 clusters Score -891794.4 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -893175.500000 Penalty: 902.464600
	Iteration 5F: 3 clusters Score -893175.5 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -894936.750000 Penalty: 902.464600
	Iteration 6F: 3 clusters Score -894936.8 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -896414.312500 Penalty: 902.464600
	Iteration 7F: 3 clusters Score -896414.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -897223.812500 Penalty: 902.464600
	Iteration 8Q: 3 clusters Score -897223.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -897574.250000 Penalty: 902.464600
	Iteration 9Q: 3 clusters Score -897574.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -897668.937500 Penalty: 902.464600
	Iteration 10Q: 3 clusters Score -897668.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -897697.125000 Penalty: 902.464600
	Iteration 11Q: 3 clusters Score -897697.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -897722.062500 Penalty: 902.464600
	Iteration 12Q: 3 clusters Score -897722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -897738.562500 Penalty: 902.464600
	Iteration 13Q: 3 clusters Score -897738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -897751.750000 Penalty: 902.464600
	Iteration 14Q: 3 clusters Score -897751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -897756.375000 Penalty: 902.464600
	Iteration 15Q: 3 clusters Score -897756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -897760.562500 Penalty: 902.464600
	Iteration 16Q: 3 clusters Score -897760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -897763.875000 Penalty: 902.464600
	Iteration 17Q: 3 clusters Score -897763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -897765.375000 Penalty: 902.464600
	Iteration 18Q: 3 clusters Score -897765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -897767.375000 Penalty: 902.464600
	Iteration 19Q: 3 clusters Score -897767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -897767.687500 Penalty: 902.464600
	Iteration 20F: 3 clusters Score -897767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -897768.937500 Penalty: 902.464600
	Iteration 21Q: 3 clusters Score -897768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -897769.000000 Penalty: 902.464600
	Iteration 22Q: 3 clusters Score -897769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -897769.000000 Penalty: 902.464600
	Iteration 23F: 3 clusters Score -897769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Entering Unmasked Estep 
Score: -1482908.125000 Penalty: 477.904480
	Iteration 0F: 2 clusters Score -1482908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1458597.375000 Penalty: 955.808960
	Iteration 0F: 3 clusters Score -1458597 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1470095.875000 Penalty: 955.808960
	Iteration 1F: 3 clusters Score -1470096 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1471796.875000 Penalty: 955.808960
	Iteration 2F: 3 clusters Score -1471797 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1474232.250000 Penalty: 955.808960
	Iteration 3F: 3 clusters Score -1474232 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1476799.750000 Penalty: 955.808960
	Iteration 4F: 3 clusters Score -1476800 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1478833.125000 Penalty: 955.808960
	Iteration 5F: 3 clusters Score -1478833 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1480078.000000 Penalty: 955.808960
	Iteration 6Q: 3 clusters Score -1480078 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1480875.625000 Penalty: 955.808960
	Iteration 7Q: 3 clusters Score -1480876 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1481439.375000 Penalty: 955.808960
	Iteration 8Q: 3 clusters Score -1481439 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1481866.750000 Penalty: 955.808960
	Iteration 9Q: 3 clusters Score -1481867 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1482108.500000 Penalty: 955.808960
	Iteration 10Q: 3 clusters Score -1482108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1482286.625000 Penalty: 955.808960
	Iteration 11Q: 3 clusters Score -1482287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1482414.875000 Penalty: 955.808960
	Iteration 12Q: 3 clusters Score -1482415 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1482506.125000 Penalty: 955.808960
	Iteration 13Q: 3 clusters Score -1482506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1482560.625000 Penalty: 955.808960
	Iteration 14Q: 3 clusters Score -1482561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1482589.375000 Penalty: 955.808960
	Iteration 15Q: 3 clusters Score -1482589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1482607.000000 Penalty: 955.808960
	Iteration 16Q: 3 clusters Score -1482607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1482613.250000 Penalty: 955.808960
	Iteration 17Q: 3 clusters Score -1482613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1482617.500000 Penalty: 955.808960
	Iteration 18Q: 3 clusters Score -1482618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1482619.625000 Penalty: 955.808960
	Iteration 19Q: 3 clusters Score -1482620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1482632.125000 Penalty: 955.808960
	Iteration 20F: 3 clusters Score -1482632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1482643.625000 Penalty: 955.808960
	Iteration 21Q: 3 clusters Score -1482644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1482652.125000 Penalty: 955.808960
	Iteration 22Q: 3 clusters Score -1482652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1482656.875000 Penalty: 955.808960
	Iteration 23Q: 3 clusters Score -1482657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1482665.125000 Penalty: 955.808960
	Iteration 24Q: 3 clusters Score -1482665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1482672.625000 Penalty: 955.808960
	Iteration 25Q: 3 clusters Score -1482673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1482676.875000 Penalty: 955.808960
	Iteration 26Q: 3 clusters Score -1482677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1482677.750000 Penalty: 955.808960
	Iteration 27Q: 3 clusters Score -1482678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1482677.625000 Penalty: 955.808960
	Iteration 28Q: 3 clusters Score -1482678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1482678.625000 Penalty: 955.808960
	Iteration 29Q: 3 clusters Score -1482679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1482676.375000 Penalty: 955.808960
	Iteration 30Q: 3 clusters Score -1482676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1482677.750000 Penalty: 955.808960
	Iteration 31Q: 3 clusters Score -1482678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1482678.875000 Penalty: 955.808960
	Iteration 32Q: 3 clusters Score -1482679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1482680.500000 Penalty: 955.808960
	Iteration 33Q: 3 clusters Score -1482680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1482680.500000 Penalty: 955.808960
	Iteration 34F: 3 clusters Score -1482680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Entering Unmasked Estep 
Score: -6747518.000000 Penalty: 542.787537
	Iteration 0F: 2 clusters Score -6747518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -6644631.500000 Penalty: 1085.575073
	Iteration 0F: 3 clusters Score -6644632 nChanged 74440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -6689396.500000 Penalty: 1085.575073
	Iteration 1F: 3 clusters Score -6689396 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -6690588.000000 Penalty: 1085.575073
	Iteration 2Q: 3 clusters Score -6690588 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6694580 nChanged 7647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6698642 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6705312 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6715024 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6725222 nChanged 7367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6731608 nChanged 4558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6735145 nChanged 3402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6737860 nChanged 3170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6740235 nChanged 3228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6742518 nChanged 2941
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119151 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6744506 nChanged 2492
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Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6745842 nChanged 1909
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6746634 nChanged 1368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6747033 nChanged 911
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6747184 nChanged 618
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Mstep: Class 1 contains 118691 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6747270 nChanged 419
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Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6747320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6747344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6747363 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6747384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6747370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6747366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6747368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6747364 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6747370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6747377 nChanged 69
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Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6747379 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119599 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6747376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6747372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6747380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6747364 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6747350 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119981 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6747351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6747367 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6747348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6747348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -6747342.500000 Penalty: 1085.575073
	Iteration 40F: 3 clusters Score -6747342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6747340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6747334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6747349 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6747341 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6747340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6747336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6747336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6747348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120588 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6747356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6747344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6747344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6747336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6747341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6747336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6747335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6747341 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -6747332.000000 Penalty: 1085.575073
	Iteration 57Q: 3 clusters Score -6747332 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6747338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6747344 nChanged 34
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Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6747336 nChanged 63
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Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6747348 nChanged 48
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Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6747342 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6747352 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6747346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121316 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6747344 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6747345 nChanged 74
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Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 30195 members 
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	Iteration 67Q: 3 clusters Score -6747341 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6747352 nChanged 59
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Mstep: Class 1 contains 121578 members 
Mstep: Class 2 contains 30082 members 
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	Iteration 69Q: 3 clusters Score -6747352 nChanged 62
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Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 30020 members 
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	Iteration 70Q: 3 clusters Score -6747348 nChanged 63
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Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 29957 members 
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	Iteration 71Q: 3 clusters Score -6747349 nChanged 68
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Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 29889 members 
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	Iteration 72Q: 3 clusters Score -6747350 nChanged 51
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Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 29838 members 
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	Iteration 73Q: 3 clusters Score -6747356 nChanged 40
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Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 29798 members 
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	Iteration 74Q: 3 clusters Score -6747360 nChanged 48
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Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 29750 members 
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	Iteration 75Q: 3 clusters Score -6747358 nChanged 57
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Mstep: Class 1 contains 121967 members 
Mstep: Class 2 contains 29693 members 
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	Iteration 76Q: 3 clusters Score -6747354 nChanged 61
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Mstep: Class 1 contains 122028 members 
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	Iteration 77Q: 3 clusters Score -6747350 nChanged 36
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	Iteration 78Q: 3 clusters Score -6747360 nChanged 43
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Mstep: Class 2 contains 29553 members 
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	Iteration 79Q: 3 clusters Score -6747357 nChanged 45
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Mstep: Class 1 contains 122152 members 
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	Iteration 80F: 3 clusters Score -6747358 nChanged 41
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	Iteration 81Q: 3 clusters Score -6747364 nChanged 43
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	Iteration 82Q: 3 clusters Score -6747381 nChanged 30
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	Iteration 83Q: 3 clusters Score -6747382 nChanged 42
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	Iteration 84Q: 3 clusters Score -6747388 nChanged 28
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	Iteration 85Q: 3 clusters Score -6747382 nChanged 48
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	Iteration 86Q: 3 clusters Score -6747370 nChanged 44
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	Iteration 87Q: 3 clusters Score -6747365 nChanged 47
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Mstep: Class 1 contains 122475 members 
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	Iteration 88Q: 3 clusters Score -6747368 nChanged 32
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Mstep: Class 1 contains 122507 members 
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	Iteration 89Q: 3 clusters Score -6747370 nChanged 51
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Mstep: Class 1 contains 122558 members 
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	Iteration 90Q: 3 clusters Score -6747364 nChanged 31
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Mstep: Class 1 contains 122589 members 
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	Iteration 92Q: 3 clusters Score -6747352 nChanged 28
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6747362 nChanged 39
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	Iteration 94Q: 3 clusters Score -6747362 nChanged 35
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	Iteration 95Q: 3 clusters Score -6747346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122760 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -6747335.500000 Penalty: 1085.575073
	Iteration 96Q: 3 clusters Score -6747336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122793 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -6747339.000000 Penalty: 1085.575073
	Iteration 97Q: 3 clusters Score -6747339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -6747350.000000 Penalty: 1085.575073
	Iteration 98Q: 3 clusters Score -6747350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6747346.000000 Penalty: 1085.575073
	Iteration 99Q: 3 clusters Score -6747346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6747343.500000 Penalty: 1085.575073
	Iteration 100F: 3 clusters Score -6747344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122926 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -6747341.000000 Penalty: 1085.575073
	Iteration 101Q: 3 clusters Score -6747341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -6747335.000000 Penalty: 1085.575073
	Iteration 102Q: 3 clusters Score -6747335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -6747322.000000 Penalty: 1085.575073
	Iteration 103Q: 3 clusters Score -6747322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6747332.000000 Penalty: 1085.575073
	Iteration 104Q: 3 clusters Score -6747332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6747329.500000 Penalty: 1085.575073
	Iteration 105Q: 3 clusters Score -6747330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6747334.000000 Penalty: 1085.575073
	Iteration 106Q: 3 clusters Score -6747334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123118 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -6747323.000000 Penalty: 1085.575073
	Iteration 107Q: 3 clusters Score -6747323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123150 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -6747320.000000 Penalty: 1085.575073
	Iteration 108Q: 3 clusters Score -6747320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123163 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -6747311.500000 Penalty: 1085.575073
	Iteration 109Q: 3 clusters Score -6747312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123177 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -6747307.000000 Penalty: 1085.575073
	Iteration 110Q: 3 clusters Score -6747307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123200 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6747310.000000 Penalty: 1085.575073
	Iteration 111Q: 3 clusters Score -6747310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123222 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6747324.500000 Penalty: 1085.575073
	Iteration 112Q: 3 clusters Score -6747324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6747329.000000 Penalty: 1085.575073
	Iteration 113Q: 3 clusters Score -6747329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6747327.000000 Penalty: 1085.575073
	Iteration 114Q: 3 clusters Score -6747327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -6747333.500000 Penalty: 1085.575073
	Iteration 115Q: 3 clusters Score -6747334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -6747329.000000 Penalty: 1085.575073
	Iteration 116Q: 3 clusters Score -6747329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -6747326.500000 Penalty: 1085.575073
	Iteration 117Q: 3 clusters Score -6747326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6747329.500000 Penalty: 1085.575073
	Iteration 118Q: 3 clusters Score -6747330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6747337.000000 Penalty: 1085.575073
	Iteration 119Q: 3 clusters Score -6747337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6747326.500000 Penalty: 1085.575073
	Iteration 120F: 3 clusters Score -6747326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -6747322.000000 Penalty: 1085.575073
	Iteration 121Q: 3 clusters Score -6747322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -6747321.000000 Penalty: 1085.575073
	Iteration 122Q: 3 clusters Score -6747321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6747321.000000 Penalty: 1085.575073
	Iteration 123Q: 3 clusters Score -6747321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6747319.000000 Penalty: 1085.575073
	Iteration 124Q: 3 clusters Score -6747319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6747316.000000 Penalty: 1085.575073
	Iteration 125Q: 3 clusters Score -6747316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123417 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -6747310.000000 Penalty: 1085.575073
	Iteration 126Q: 3 clusters Score -6747310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -6747312.000000 Penalty: 1085.575073
	Iteration 127Q: 3 clusters Score -6747312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6747317.500000 Penalty: 1085.575073
	Iteration 128Q: 3 clusters Score -6747318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6747305.500000 Penalty: 1085.575073
	Iteration 129Q: 3 clusters Score -6747306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -6747301.000000 Penalty: 1085.575073
	Iteration 130Q: 3 clusters Score -6747301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6747302.000000 Penalty: 1085.575073
	Iteration 131Q: 3 clusters Score -6747302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -6747297.000000 Penalty: 1085.575073
	Iteration 132Q: 3 clusters Score -6747297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6747302.500000 Penalty: 1085.575073
	Iteration 133Q: 3 clusters Score -6747302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6747308.000000 Penalty: 1085.575073
	Iteration 134Q: 3 clusters Score -6747308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6747308.000000 Penalty: 1085.575073
	Iteration 135F: 3 clusters Score -6747308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -467223.687500 Penalty: 422.924713
	Iteration 0F: 2 clusters Score -467223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -460024.468750 Penalty: 845.849426
	Iteration 0F: 3 clusters Score -460024.5 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -463352.375000 Penalty: 845.849426
	Iteration 1F: 3 clusters Score -463352.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -464013.406250 Penalty: 845.849426
	Iteration 2F: 3 clusters Score -464013.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -464842.312500 Penalty: 845.849426
	Iteration 3F: 3 clusters Score -464842.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -465587.187500 Penalty: 845.849426
	Iteration 4F: 3 clusters Score -465587.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -466073.031250 Penalty: 845.849426
	Iteration 5F: 3 clusters Score -466073 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -466404.687500 Penalty: 845.849426
	Iteration 6Q: 3 clusters Score -466404.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -466634.781250 Penalty: 845.849426
	Iteration 7Q: 3 clusters Score -466634.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -466858.125000 Penalty: 845.849426
	Iteration 8Q: 3 clusters Score -466858.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -466964.000000 Penalty: 845.849426
	Iteration 9Q: 3 clusters Score -466964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -467006.687500 Penalty: 845.849426
	Iteration 10Q: 3 clusters Score -467006.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -467023.187500 Penalty: 845.849426
	Iteration 11Q: 3 clusters Score -467023.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -467036.187500 Penalty: 845.849426
	Iteration 12Q: 3 clusters Score -467036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -467044.312500 Penalty: 845.849426
	Iteration 13Q: 3 clusters Score -467044.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -467050.218750 Penalty: 845.849426
	Iteration 14Q: 3 clusters Score -467050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -467055.875000 Penalty: 845.849426
	Iteration 15Q: 3 clusters Score -467055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -467059.875000 Penalty: 845.849426
	Iteration 16Q: 3 clusters Score -467059.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -467062.625000 Penalty: 845.849426
	Iteration 17Q: 3 clusters Score -467062.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -467067.312500 Penalty: 845.849426
	Iteration 18Q: 3 clusters Score -467067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -467070.875000 Penalty: 845.849426
	Iteration 19Q: 3 clusters Score -467070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -467073.656250 Penalty: 845.849426
	Iteration 20F: 3 clusters Score -467073.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -467077.281250 Penalty: 845.849426
	Iteration 21Q: 3 clusters Score -467077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -467079.875000 Penalty: 845.849426
	Iteration 22Q: 3 clusters Score -467079.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -467081.250000 Penalty: 845.849426
	Iteration 23Q: 3 clusters Score -467081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -467082.531250 Penalty: 845.849426
	Iteration 24Q: 3 clusters Score -467082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -467083.125000 Penalty: 845.849426
	Iteration 25Q: 3 clusters Score -467083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -467083.500000 Penalty: 845.849426
	Iteration 26Q: 3 clusters Score -467083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -467084.000000 Penalty: 845.849426
	Iteration 27Q: 3 clusters Score -467084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -467082.937500 Penalty: 845.849426
	Iteration 28Q: 3 clusters Score -467082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -467084.312500 Penalty: 845.849426
	Iteration 29Q: 3 clusters Score -467084.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -467084.312500 Penalty: 845.849426
	Iteration 30F: 3 clusters Score -467084.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Entering Unmasked Estep 
Score: -2679713.000000 Penalty: 499.320526
	Iteration 0F: 2 clusters Score -2679713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -2640493.750000 Penalty: 998.641052
	Iteration 0F: 3 clusters Score -2640494 nChanged 28305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -2657588.500000 Penalty: 998.641052
	Iteration 1F: 3 clusters Score -2657588 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -2659080.250000 Penalty: 998.641052
	Iteration 2Q: 3 clusters Score -2659080 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -2661777.500000 Penalty: 998.641052
	Iteration 3F: 3 clusters Score -2661778 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -2665553.250000 Penalty: 998.641052
	Iteration 4F: 3 clusters Score -2665553 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -2668874.000000 Penalty: 998.641052
	Iteration 5F: 3 clusters Score -2668874 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -2670519.500000 Penalty: 998.641052
	Iteration 6F: 3 clusters Score -2670520 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -2671498.500000 Penalty: 998.641052
	Iteration 7Q: 3 clusters Score -2671498 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -2672511.500000 Penalty: 998.641052
	Iteration 8Q: 3 clusters Score -2672512 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -2673686.750000 Penalty: 998.641052
	Iteration 9Q: 3 clusters Score -2673687 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2674817.000000 Penalty: 998.641052
	Iteration 10Q: 3 clusters Score -2674817 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -2675874.000000 Penalty: 998.641052
	Iteration 11Q: 3 clusters Score -2675874 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -2676827.500000 Penalty: 998.641052
	Iteration 12Q: 3 clusters Score -2676828 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -2677580.750000 Penalty: 998.641052
	Iteration 13Q: 3 clusters Score -2677581 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -2678101.500000 Penalty: 998.641052
	Iteration 14Q: 3 clusters Score -2678102 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -2678419.250000 Penalty: 998.641052
	Iteration 15Q: 3 clusters Score -2678419 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -2678579.250000 Penalty: 998.641052
	Iteration 16Q: 3 clusters Score -2678579 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -2678660.500000 Penalty: 998.641052
	Iteration 17Q: 3 clusters Score -2678660 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2678714 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2678738 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2678833 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2678844 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2678848 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2678877 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2678860 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2678885 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2678877 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -2678850.250000 Penalty: 998.641052
	Iteration 27Q: 3 clusters Score -2678850 nChanged 196
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Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2678853 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2678828 nChanged 149
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Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2678840 nChanged 188
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Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2678852 nChanged 236
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Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -2678856.250000 Penalty: 998.641052
	Iteration 32Q: 3 clusters Score -2678856 nChanged 273
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Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -2678857.250000 Penalty: 998.641052
	Iteration 33Q: 3 clusters Score -2678857 nChanged 249
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -2678836.250000 Penalty: 998.641052
	Iteration 34Q: 3 clusters Score -2678836 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -2678844.500000 Penalty: 998.641052
	Iteration 35Q: 3 clusters Score -2678844 nChanged 311
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Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2678841 nChanged 249
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Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -2678829.500000 Penalty: 998.641052
	Iteration 37Q: 3 clusters Score -2678830 nChanged 268
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2678842 nChanged 296
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Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2678828 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -2678839.250000 Penalty: 998.641052
	Iteration 40F: 3 clusters Score -2678839 nChanged 295
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Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2678862 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2678853 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2678842 nChanged 286
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Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2678863 nChanged 297
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2678871 nChanged 265
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Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2678882 nChanged 254
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Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2678873 nChanged 252
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Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2678871 nChanged 284
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Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2678886 nChanged 291
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Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2678904 nChanged 259
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Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2678894 nChanged 211
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Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2678892 nChanged 242
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Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2678912 nChanged 213
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Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2678916 nChanged 233
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Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2678911 nChanged 200
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Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2678912 nChanged 261
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Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2678922 nChanged 232
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Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2678916 nChanged 265
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2678945 nChanged 289
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Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2678965 nChanged 276
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2678957 nChanged 210
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Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2678977 nChanged 274
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Mstep: Class 1 contains 6772 members 
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	Iteration 63Q: 3 clusters Score -2678985 nChanged 234
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Mstep: Class 1 contains 6538 members 
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	Iteration 64Q: 3 clusters Score -2678992 nChanged 182
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Mstep: Class 1 contains 6356 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6241 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2679003 nChanged 144
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Mstep: Class 1 contains 6097 members 
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	Iteration 67Q: 3 clusters Score -2678989 nChanged 147
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Mstep: Class 1 contains 5950 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2678988 nChanged 129
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	Iteration 69Q: 3 clusters Score -2678982 nChanged 113
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	Iteration 70Q: 3 clusters Score -2678984 nChanged 150
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Mstep: Class 1 contains 5558 members 
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	Iteration 71Q: 3 clusters Score -2678988 nChanged 154
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Mstep: Class 1 contains 5404 members 
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	Iteration 72Q: 3 clusters Score -2678993 nChanged 134
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 53072 members 
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	Iteration 73Q: 3 clusters Score -2679010 nChanged 218
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Mstep: Class 2 contains 53290 members 
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	Iteration 74Q: 3 clusters Score -2678996 nChanged 94
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2679013 nChanged 171
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 53555 members 
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	Iteration 76Q: 3 clusters Score -2679012 nChanged 156
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 53711 members 
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	Iteration 77Q: 3 clusters Score -2679027 nChanged 210
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Mstep: Class 1 contains 4421 members 
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	Iteration 78Q: 3 clusters Score -2679040 nChanged 189
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Mstep: Class 1 contains 4232 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2679042 nChanged 105
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -2679041.500000 Penalty: 998.641052
	Iteration 80F: 3 clusters Score -2679042 nChanged 81
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Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2679063 nChanged 109
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Mstep: Class 1 contains 3937 members 
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	Iteration 82Q: 3 clusters Score -2679065 nChanged 67
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2679083 nChanged 105
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2679078 nChanged 60
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2679076 nChanged 71
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Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2679080 nChanged 31
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2679084 nChanged 52
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Mstep: Class 1 contains 3563 members 
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	Iteration 88Q: 3 clusters Score -2679080 nChanged 23
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Mstep: Class 1 contains 3540 members 
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	Iteration 89Q: 3 clusters Score -2679086 nChanged 46
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Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 54848 members 
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	Iteration 90Q: 3 clusters Score -2679081 nChanged 28
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Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2679080 nChanged 22
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2679081 nChanged 68
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Mstep: Class 1 contains 3376 members 
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	Iteration 93Q: 3 clusters Score -2679076 nChanged 38
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	Iteration 94Q: 3 clusters Score -2679072 nChanged 30
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Mstep: Class 1 contains 3310 members 
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	Iteration 95Q: 3 clusters Score -2679073 nChanged 13
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	Iteration 96Q: 3 clusters Score -2679067 nChanged 37
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	Iteration 97Q: 3 clusters Score -2679068 nChanged 32
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	Iteration 98Q: 3 clusters Score -2679072 nChanged 42
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2679064 nChanged 21
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2679067 nChanged 9
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Mstep: Class 1 contains 3182 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2679068 nChanged 17
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2679074 nChanged 11
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	Iteration 103Q: 3 clusters Score -2679074 nChanged 12
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Mstep: Class 1 contains 3184 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2679076 nChanged 36
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2679080 nChanged 18
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	Iteration 106Q: 3 clusters Score -2679077 nChanged 18
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	Iteration 107Q: 3 clusters Score -2679077 nChanged 6
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	Iteration 108Q: 3 clusters Score -2679076 nChanged 24
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Mstep: Class 1 contains 3108 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2679074 nChanged 4
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	Iteration 110Q: 3 clusters Score -2679074 nChanged 8
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Mstep: Class 2 contains 55328 members 
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Mstep: Class 1 contains 2945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2933 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2679086 nChanged 27
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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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2643 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2679087 nChanged 7
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2679030 nChanged 43
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Mstep: Class 1 contains 2119 members 
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Mstep: Class 1 contains 1956 members 
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Mstep: Class 1 contains 1827 members 
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	Iteration 177Q: 3 clusters Score -2678942 nChanged 84
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Mstep: Class 1 contains 1639 members 
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	Iteration 181Q: 3 clusters Score -2678962 nChanged 87
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	Iteration 183Q: 3 clusters Score -2678980 nChanged 68
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	Iteration 185Q: 3 clusters Score -2679024 nChanged 113
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	Iteration 190Q: 3 clusters Score -2679115 nChanged 55
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	Iteration 194Q: 3 clusters Score -2679155 nChanged 41
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	Iteration 195Q: 3 clusters Score -2679164 nChanged 38
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	Iteration 196Q: 3 clusters Score -2679177 nChanged 45
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2679190 nChanged 53
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	Iteration 198Q: 3 clusters Score -2679198 nChanged 31
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	Iteration 199Q: 3 clusters Score -2679207 nChanged 23
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Mstep: Class 1 contains 509 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2679212 nChanged 28
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Entering Unmasked Estep 
Score: -2679215.500000 Penalty: 998.641052
	Iteration 201Q: 3 clusters Score -2679216 nChanged 35
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Mstep: Class 1 contains 452 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2679229 nChanged 36
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Mstep: Class 1 contains 422 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2679237 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -2679243.000000 Penalty: 998.641052
	Iteration 204Q: 3 clusters Score -2679243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -2679246.250000 Penalty: 998.641052
	Iteration 205Q: 3 clusters Score -2679246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -2679252.750000 Penalty: 998.641052
	Iteration 206Q: 3 clusters Score -2679253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -2679258.500000 Penalty: 998.641052
	Iteration 207Q: 3 clusters Score -2679258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -2679259.500000 Penalty: 998.641052
	Iteration 208Q: 3 clusters Score -2679260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -2679263.750000 Penalty: 998.641052
	Iteration 209Q: 3 clusters Score -2679264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -2679262.750000 Penalty: 998.641052
	Iteration 210Q: 3 clusters Score -2679263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -2679263.250000 Penalty: 998.641052
	Iteration 211Q: 3 clusters Score -2679263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -2679265.000000 Penalty: 998.641052
	Iteration 212Q: 3 clusters Score -2679265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -2679264.750000 Penalty: 998.641052
	Iteration 213Q: 3 clusters Score -2679265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -2679264.750000 Penalty: 998.641052
	Iteration 214F: 3 clusters Score -2679265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -184020.593750 Penalty: 381.143555
	Iteration 0F: 2 clusters Score -184020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -181051.125000 Penalty: 762.287109
	Iteration 0F: 3 clusters Score -181051.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -182149.296875 Penalty: 762.287109
	Iteration 1F: 3 clusters Score -182149.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -182289.140625 Penalty: 762.287109
	Iteration 2F: 3 clusters Score -182289.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -182459.796875 Penalty: 762.287109
	Iteration 3F: 3 clusters Score -182459.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -182693.890625 Penalty: 762.287109
	Iteration 4F: 3 clusters Score -182693.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -182986.328125 Penalty: 762.287109
	Iteration 5F: 3 clusters Score -182986.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -183252.750000 Penalty: 762.287109
	Iteration 6F: 3 clusters Score -183252.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -183436.859375 Penalty: 762.287109
	Iteration 7F: 3 clusters Score -183436.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -183546.468750 Penalty: 762.287109
	Iteration 8Q: 3 clusters Score -183546.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -183588.953125 Penalty: 762.287109
	Iteration 9Q: 3 clusters Score -183589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -183620.171875 Penalty: 762.287109
	Iteration 10Q: 3 clusters Score -183620.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -183638.437500 Penalty: 762.287109
	Iteration 11Q: 3 clusters Score -183638.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -183661.031250 Penalty: 762.287109
	Iteration 12Q: 3 clusters Score -183661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -183684.484375 Penalty: 762.287109
	Iteration 13Q: 3 clusters Score -183684.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -183701.031250 Penalty: 762.287109
	Iteration 14Q: 3 clusters Score -183701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -183719.156250 Penalty: 762.287109
	Iteration 15Q: 3 clusters Score -183719.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -183741.359375 Penalty: 762.287109
	Iteration 16Q: 3 clusters Score -183741.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -183766.890625 Penalty: 762.287109
	Iteration 17Q: 3 clusters Score -183766.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -183783.906250 Penalty: 762.287109
	Iteration 18Q: 3 clusters Score -183783.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -183799.140625 Penalty: 762.287109
	Iteration 19Q: 3 clusters Score -183799.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -183812.562500 Penalty: 762.287109
	Iteration 20F: 3 clusters Score -183812.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -183824.703125 Penalty: 762.287109
	Iteration 21Q: 3 clusters Score -183824.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -183838.046875 Penalty: 762.287109
	Iteration 22Q: 3 clusters Score -183838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -183851.937500 Penalty: 762.287109
	Iteration 23Q: 3 clusters Score -183851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -183861.015625 Penalty: 762.287109
	Iteration 24Q: 3 clusters Score -183861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -183872.781250 Penalty: 762.287109
	Iteration 25Q: 3 clusters Score -183872.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -183881.546875 Penalty: 762.287109
	Iteration 26Q: 3 clusters Score -183881.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -183893.234375 Penalty: 762.287109
	Iteration 27Q: 3 clusters Score -183893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -183901.531250 Penalty: 762.287109
	Iteration 28Q: 3 clusters Score -183901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -183906.062500 Penalty: 762.287109
	Iteration 29Q: 3 clusters Score -183906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -183906.062500 Penalty: 762.287109
	Iteration 30Q: 3 clusters Score -183906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -183906.062500 Penalty: 762.287109
	Iteration 31F: 3 clusters Score -183906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Entering Unmasked Estep 
Score: -1541359.750000 Penalty: 475.607330
	Iteration 0F: 2 clusters Score -1541360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1518254.375000 Penalty: 951.214661
	Iteration 0F: 3 clusters Score -1518254 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1527935.000000 Penalty: 951.214661
	Iteration 1F: 3 clusters Score -1527935 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1528251.000000 Penalty: 951.214661
	Iteration 2Q: 3 clusters Score -1528251 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1528609.500000 Penalty: 951.214661
	Iteration 3Q: 3 clusters Score -1528610 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1529103.750000 Penalty: 951.214661
	Iteration 4Q: 3 clusters Score -1529104 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1529859.625000 Penalty: 951.214661
	Iteration 5Q: 3 clusters Score -1529860 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1531096.250000 Penalty: 951.214661
	Iteration 6F: 3 clusters Score -1531096 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1532759.500000 Penalty: 951.214661
	Iteration 7F: 3 clusters Score -1532760 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1534134.625000 Penalty: 951.214661
	Iteration 8F: 3 clusters Score -1534135 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1534792.750000 Penalty: 951.214661
	Iteration 9Q: 3 clusters Score -1534793 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1534969.250000 Penalty: 951.214661
	Iteration 10Q: 3 clusters Score -1534969 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1535046.250000 Penalty: 951.214661
	Iteration 11Q: 3 clusters Score -1535046 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1535105.250000 Penalty: 951.214661
	Iteration 12Q: 3 clusters Score -1535105 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1535141.375000 Penalty: 951.214661
	Iteration 13Q: 3 clusters Score -1535141 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1535200.125000 Penalty: 951.214661
	Iteration 14Q: 3 clusters Score -1535200 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1535265.625000 Penalty: 951.214661
	Iteration 15Q: 3 clusters Score -1535266 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1535341.000000 Penalty: 951.214661
	Iteration 16Q: 3 clusters Score -1535341 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1535417.500000 Penalty: 951.214661
	Iteration 17Q: 3 clusters Score -1535418 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1535495.750000 Penalty: 951.214661
	Iteration 18Q: 3 clusters Score -1535496 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1535575.625000 Penalty: 951.214661
	Iteration 19Q: 3 clusters Score -1535576 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1535666.625000 Penalty: 951.214661
	Iteration 20F: 3 clusters Score -1535667 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1535796.375000 Penalty: 951.214661
	Iteration 21Q: 3 clusters Score -1535796 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1535946.625000 Penalty: 951.214661
	Iteration 22Q: 3 clusters Score -1535947 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1536121.000000 Penalty: 951.214661
	Iteration 23Q: 3 clusters Score -1536121 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1536329.625000 Penalty: 951.214661
	Iteration 24Q: 3 clusters Score -1536330 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1536628.250000 Penalty: 951.214661
	Iteration 25Q: 3 clusters Score -1536628 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1537066.750000 Penalty: 951.214661
	Iteration 26Q: 3 clusters Score -1537067 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1537657.500000 Penalty: 951.214661
	Iteration 27Q: 3 clusters Score -1537658 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1538410.750000 Penalty: 951.214661
	Iteration 28Q: 3 clusters Score -1538411 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1539205.250000 Penalty: 951.214661
	Iteration 29Q: 3 clusters Score -1539205 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1539843.375000 Penalty: 951.214661
	Iteration 30Q: 3 clusters Score -1539843 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1540283.125000 Penalty: 951.214661
	Iteration 31Q: 3 clusters Score -1540283 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1540509.000000 Penalty: 951.214661
	Iteration 32Q: 3 clusters Score -1540509 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1540627.000000 Penalty: 951.214661
	Iteration 33Q: 3 clusters Score -1540627 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1540687.750000 Penalty: 951.214661
	Iteration 34Q: 3 clusters Score -1540688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1540725.625000 Penalty: 951.214661
	Iteration 35Q: 3 clusters Score -1540726 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1540751.875000 Penalty: 951.214661
	Iteration 36Q: 3 clusters Score -1540752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1540761.250000 Penalty: 951.214661
	Iteration 37Q: 3 clusters Score -1540761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1540764.250000 Penalty: 951.214661
	Iteration 38Q: 3 clusters Score -1540764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1540769.000000 Penalty: 951.214661
	Iteration 39Q: 3 clusters Score -1540769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1540840.750000 Penalty: 951.214661
	Iteration 40F: 3 clusters Score -1540841 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1540855.625000 Penalty: 951.214661
	Iteration 41Q: 3 clusters Score -1540856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1540861.625000 Penalty: 951.214661
	Iteration 42Q: 3 clusters Score -1540862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1540858.625000 Penalty: 951.214661
	Iteration 43Q: 3 clusters Score -1540859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1540859.625000 Penalty: 951.214661
	Iteration 44Q: 3 clusters Score -1540860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1540859.125000 Penalty: 951.214661
	Iteration 45Q: 3 clusters Score -1540859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1540859.250000 Penalty: 951.214661
	Iteration 46Q: 3 clusters Score -1540859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1540860.250000 Penalty: 951.214661
	Iteration 47Q: 3 clusters Score -1540860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1540859.750000 Penalty: 951.214661
	Iteration 48Q: 3 clusters Score -1540860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1540863.125000 Penalty: 951.214661
	Iteration 49Q: 3 clusters Score -1540863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1540863.125000 Penalty: 951.214661
	Iteration 50Q: 3 clusters Score -1540863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1540861.625000 Penalty: 951.214661
	Iteration 51Q: 3 clusters Score -1540862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1540861.625000 Penalty: 951.214661
	Iteration 52F: 3 clusters Score -1540862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -35865.367188 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -35865.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35131.945312 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -35131.95 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35330.945312 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -35330.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35399.816406 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -35399.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35462.164062 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -35462.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35506.316406 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -35506.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35556.070312 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -35556.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35590.691406 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -35590.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35618.187500 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -35618.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35639.417969 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -35639.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35654.699219 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -35654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35664.332031 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -35664.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35667.015625 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -35667.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35668.328125 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -35668.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35668.898438 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -35668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35669.628906 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -35669.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35669.628906 Penalty: 614.243774
	Iteration 15F: 3 clusters Score -35669.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Entering Unmasked Estep 
Score: -369080.968750 Penalty: 411.234833
	Iteration 0F: 2 clusters Score -369081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -363394.250000 Penalty: 822.469666
	Iteration 0F: 3 clusters Score -363394.2 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -365556.031250 Penalty: 822.469666
	Iteration 1F: 3 clusters Score -365556 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -365658.125000 Penalty: 822.469666
	Iteration 2Q: 3 clusters Score -365658.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -365760.343750 Penalty: 822.469666
	Iteration 3Q: 3 clusters Score -365760.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -365883.031250 Penalty: 822.469666
	Iteration 4Q: 3 clusters Score -365883 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -366012.500000 Penalty: 822.469666
	Iteration 5Q: 3 clusters Score -366012.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -366156.937500 Penalty: 822.469666
	Iteration 6Q: 3 clusters Score -366156.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -366335.062500 Penalty: 822.469666
	Iteration 7Q: 3 clusters Score -366335.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -366550.968750 Penalty: 822.469666
	Iteration 8Q: 3 clusters Score -366551 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -366808.843750 Penalty: 822.469666
	Iteration 9Q: 3 clusters Score -366808.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -367031.968750 Penalty: 822.469666
	Iteration 10Q: 3 clusters Score -367032 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -367147.312500 Penalty: 822.469666
	Iteration 11Q: 3 clusters Score -367147.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -367193.750000 Penalty: 822.469666
	Iteration 12Q: 3 clusters Score -367193.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -367211.437500 Penalty: 822.469666
	Iteration 13Q: 3 clusters Score -367211.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -367222.812500 Penalty: 822.469666
	Iteration 14Q: 3 clusters Score -367222.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -367231.906250 Penalty: 822.469666
	Iteration 15Q: 3 clusters Score -367231.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -367239.625000 Penalty: 822.469666
	Iteration 16Q: 3 clusters Score -367239.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -367247.781250 Penalty: 822.469666
	Iteration 17Q: 3 clusters Score -367247.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -367256.375000 Penalty: 822.469666
	Iteration 18Q: 3 clusters Score -367256.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -367265.187500 Penalty: 822.469666
	Iteration 19Q: 3 clusters Score -367265.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -367278.125000 Penalty: 822.469666
	Iteration 20F: 3 clusters Score -367278.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -367292.875000 Penalty: 822.469666
	Iteration 21Q: 3 clusters Score -367292.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -367304.468750 Penalty: 822.469666
	Iteration 22Q: 3 clusters Score -367304.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -367318.187500 Penalty: 822.469666
	Iteration 23Q: 3 clusters Score -367318.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -367328.468750 Penalty: 822.469666
	Iteration 24Q: 3 clusters Score -367328.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -367341.437500 Penalty: 822.469666
	Iteration 25Q: 3 clusters Score -367341.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -367354.718750 Penalty: 822.469666
	Iteration 26Q: 3 clusters Score -367354.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -367368.812500 Penalty: 822.469666
	Iteration 27Q: 3 clusters Score -367368.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -367386.218750 Penalty: 822.469666
	Iteration 28Q: 3 clusters Score -367386.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -367404.000000 Penalty: 822.469666
	Iteration 29Q: 3 clusters Score -367404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -367423.875000 Penalty: 822.469666
	Iteration 30Q: 3 clusters Score -367423.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -367448.406250 Penalty: 822.469666
	Iteration 31Q: 3 clusters Score -367448.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -367478.968750 Penalty: 822.469666
	Iteration 32Q: 3 clusters Score -367479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -367506.625000 Penalty: 822.469666
	Iteration 33Q: 3 clusters Score -367506.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -367535.062500 Penalty: 822.469666
	Iteration 34Q: 3 clusters Score -367535.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -367565.968750 Penalty: 822.469666
	Iteration 35Q: 3 clusters Score -367566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -367609.843750 Penalty: 822.469666
	Iteration 36Q: 3 clusters Score -367609.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -367665.218750 Penalty: 822.469666
	Iteration 37Q: 3 clusters Score -367665.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -367721.406250 Penalty: 822.469666
	Iteration 38Q: 3 clusters Score -367721.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -367777.406250 Penalty: 822.469666
	Iteration 39Q: 3 clusters Score -367777.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -367829.906250 Penalty: 822.469666
	Iteration 40F: 3 clusters Score -367829.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -367889.531250 Penalty: 822.469666
	Iteration 41Q: 3 clusters Score -367889.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -367950.406250 Penalty: 822.469666
	Iteration 42Q: 3 clusters Score -367950.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -368023.718750 Penalty: 822.469666
	Iteration 43Q: 3 clusters Score -368023.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -368110.406250 Penalty: 822.469666
	Iteration 44Q: 3 clusters Score -368110.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -368195.843750 Penalty: 822.469666
	Iteration 45Q: 3 clusters Score -368195.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -368279.468750 Penalty: 822.469666
	Iteration 46Q: 3 clusters Score -368279.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -368352.031250 Penalty: 822.469666
	Iteration 47Q: 3 clusters Score -368352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -368406.312500 Penalty: 822.469666
	Iteration 48Q: 3 clusters Score -368406.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -368465.593750 Penalty: 822.469666
	Iteration 49Q: 3 clusters Score -368465.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -368533.562500 Penalty: 822.469666
	Iteration 50Q: 3 clusters Score -368533.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -368588.125000 Penalty: 822.469666
	Iteration 51Q: 3 clusters Score -368588.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -368628.156250 Penalty: 822.469666
	Iteration 52Q: 3 clusters Score -368628.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -368649.812500 Penalty: 822.469666
	Iteration 53Q: 3 clusters Score -368649.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -368666.875000 Penalty: 822.469666
	Iteration 54Q: 3 clusters Score -368666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -368676.125000 Penalty: 822.469666
	Iteration 55Q: 3 clusters Score -368676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -368682.093750 Penalty: 822.469666
	Iteration 56Q: 3 clusters Score -368682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -368694.250000 Penalty: 822.469666
	Iteration 57Q: 3 clusters Score -368694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -368700.968750 Penalty: 822.469666
	Iteration 58Q: 3 clusters Score -368701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -368705.093750 Penalty: 822.469666
	Iteration 59Q: 3 clusters Score -368705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -368705.343750 Penalty: 822.469666
	Iteration 60F: 3 clusters Score -368705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -368708.875000 Penalty: 822.469666
	Iteration 61Q: 3 clusters Score -368708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -368714.093750 Penalty: 822.469666
	Iteration 62Q: 3 clusters Score -368714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -368715.375000 Penalty: 822.469666
	Iteration 63Q: 3 clusters Score -368715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -368715.375000 Penalty: 822.469666
	Iteration 64F: 3 clusters Score -368715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Entering Unmasked Estep 
Score: -939424.625000 Penalty: 454.496338
	Iteration 0F: 2 clusters Score -939424.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -924850.000000 Penalty: 908.992676
	Iteration 0F: 3 clusters Score -924850 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -931412.437500 Penalty: 908.992676
	Iteration 1F: 3 clusters Score -931412.4 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -932321.562500 Penalty: 908.992676
	Iteration 2F: 3 clusters Score -932321.6 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -933523.937500 Penalty: 908.992676
	Iteration 3F: 3 clusters Score -933523.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -934905.250000 Penalty: 908.992676
	Iteration 4F: 3 clusters Score -934905.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -936176.937500 Penalty: 908.992676
	Iteration 5F: 3 clusters Score -936176.9 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -937156.875000 Penalty: 908.992676
	Iteration 6Q: 3 clusters Score -937156.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -937854.750000 Penalty: 908.992676
	Iteration 7Q: 3 clusters Score -937854.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -938219.250000 Penalty: 908.992676
	Iteration 8Q: 3 clusters Score -938219.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -938467.500000 Penalty: 908.992676
	Iteration 9Q: 3 clusters Score -938467.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -938645.687500 Penalty: 908.992676
	Iteration 10Q: 3 clusters Score -938645.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -938768.062500 Penalty: 908.992676
	Iteration 11Q: 3 clusters Score -938768.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -938849.125000 Penalty: 908.992676
	Iteration 12Q: 3 clusters Score -938849.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -938905.750000 Penalty: 908.992676
	Iteration 13Q: 3 clusters Score -938905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -938943.750000 Penalty: 908.992676
	Iteration 14Q: 3 clusters Score -938943.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -938981.125000 Penalty: 908.992676
	Iteration 15Q: 3 clusters Score -938981.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -939012.625000 Penalty: 908.992676
	Iteration 16Q: 3 clusters Score -939012.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -939027.437500 Penalty: 908.992676
	Iteration 17Q: 3 clusters Score -939027.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -939035.250000 Penalty: 908.992676
	Iteration 18Q: 3 clusters Score -939035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -939040.062500 Penalty: 908.992676
	Iteration 19Q: 3 clusters Score -939040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -939044.562500 Penalty: 908.992676
	Iteration 20F: 3 clusters Score -939044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -939049.625000 Penalty: 908.992676
	Iteration 21Q: 3 clusters Score -939049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -939051.562500 Penalty: 908.992676
	Iteration 22Q: 3 clusters Score -939051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -939053.562500 Penalty: 908.992676
	Iteration 23Q: 3 clusters Score -939053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -939054.250000 Penalty: 908.992676
	Iteration 24Q: 3 clusters Score -939054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -939055.187500 Penalty: 908.992676
	Iteration 25Q: 3 clusters Score -939055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -939056.812500 Penalty: 908.992676
	Iteration 26Q: 3 clusters Score -939056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -939060.125000 Penalty: 908.992676
	Iteration 27Q: 3 clusters Score -939060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -939062.812500 Penalty: 908.992676
	Iteration 28Q: 3 clusters Score -939062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -939063.625000 Penalty: 908.992676
	Iteration 29Q: 3 clusters Score -939063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -939063.625000 Penalty: 908.992676
	Iteration 30Q: 3 clusters Score -939063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -939063.625000 Penalty: 908.992676
	Iteration 31F: 3 clusters Score -939063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -4775.351074 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -4775.351 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 85 members 
Entering Unmasked Estep 
Score: -4552.812012 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -4552.812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4626.923340 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -4626.923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4686.806641 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -4686.807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4698.720215 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -4698.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4714.419922 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -4714.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4721.859375 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -4721.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4721.859375 Penalty: 457.769867
	Iteration 6F: 3 clusters Score -4721.859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (232585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232585 members 
Entering Unmasked Estep 
Score: -10431576.000000 Penalty: 562.244019
	Iteration 0F: 2 clusters Score -1.043158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
Score: -10273854.000000 Penalty: 1124.488037
	Iteration 0F: 3 clusters Score -1.027385e+07 nChanged 114682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -10346341.000000 Penalty: 1124.488037
	Iteration 1F: 3 clusters Score -1.034634e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -10351014.000000 Penalty: 1124.488037
	Iteration 2Q: 3 clusters Score -1.035101e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -10359773.000000 Penalty: 1124.488037
	Iteration 3F: 3 clusters Score -1.035977e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -10372971.000000 Penalty: 1124.488037
	Iteration 4F: 3 clusters Score -1.037297e+07 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -10386420.000000 Penalty: 1124.488037
	Iteration 5F: 3 clusters Score -1.038642e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 133872 members 
Entering Unmasked Estep 
Score: -10393783.000000 Penalty: 1124.488037
	Iteration 6F: 3 clusters Score -1.039378e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 136373 members 
Entering Unmasked Estep 
Score: -10397331.000000 Penalty: 1124.488037
	Iteration 7Q: 3 clusters Score -1.039733e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 138862 members 
Entering Unmasked Estep 
Score: -10400653.000000 Penalty: 1124.488037
	Iteration 8Q: 3 clusters Score -1.040065e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -10404191.000000 Penalty: 1124.488037
	Iteration 9Q: 3 clusters Score -1.040419e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -10408335.000000 Penalty: 1124.488037
	Iteration 10Q: 3 clusters Score -1.040834e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 143599 members 
Entering Unmasked Estep 
Score: -10412894.000000 Penalty: 1124.488037
	Iteration 11Q: 3 clusters Score -1.041289e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -10417174.000000 Penalty: 1124.488037
	Iteration 12Q: 3 clusters Score -1.041717e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 143440 members 
Entering Unmasked Estep 
Score: -10421406.000000 Penalty: 1124.488037
	Iteration 13Q: 3 clusters Score -1.042141e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -10424831.000000 Penalty: 1124.488037
	Iteration 14Q: 3 clusters Score -1.042483e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 142354 members 
Entering Unmasked Estep 
Score: -10427124.000000 Penalty: 1124.488037
	Iteration 15Q: 3 clusters Score -1.042712e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -10428271.000000 Penalty: 1124.488037
	Iteration 16Q: 3 clusters Score -1.042827e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 142425 members 
Entering Unmasked Estep 
Score: -10428869.000000 Penalty: 1124.488037
	Iteration 17Q: 3 clusters Score -1.042887e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 142702 members 
Entering Unmasked Estep 
Score: -10429135.000000 Penalty: 1124.488037
	Iteration 18Q: 3 clusters Score -1.042914e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -10429224.000000 Penalty: 1124.488037
	Iteration 19Q: 3 clusters Score -1.042922e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -10429464.000000 Penalty: 1124.488037
	Iteration 20F: 3 clusters Score -1.042946e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -10429593.000000 Penalty: 1124.488037
	Iteration 21Q: 3 clusters Score -1.042959e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -10429615.000000 Penalty: 1124.488037
	Iteration 22Q: 3 clusters Score -1.042962e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 144118 members 
Entering Unmasked Estep 
Score: -10429674.000000 Penalty: 1124.488037
	Iteration 23Q: 3 clusters Score -1.042967e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -10429677.000000 Penalty: 1124.488037
	Iteration 24Q: 3 clusters Score -1.042968e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 144629 members 
Entering Unmasked Estep 
Score: -10429688.000000 Penalty: 1124.488037
	Iteration 25Q: 3 clusters Score -1.042969e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -10429707.000000 Penalty: 1124.488037
	Iteration 26Q: 3 clusters Score -1.042971e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -10429705.000000 Penalty: 1124.488037
	Iteration 27Q: 3 clusters Score -1.04297e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -10429702.000000 Penalty: 1124.488037
	Iteration 28Q: 3 clusters Score -1.04297e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 145575 members 
Entering Unmasked Estep 
Score: -10429680.000000 Penalty: 1124.488037
	Iteration 29Q: 3 clusters Score -1.042968e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -10429718.000000 Penalty: 1124.488037
	Iteration 30Q: 3 clusters Score -1.042972e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -10429713.000000 Penalty: 1124.488037
	Iteration 31Q: 3 clusters Score -1.042971e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -10429716.000000 Penalty: 1124.488037
	Iteration 32Q: 3 clusters Score -1.042972e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 146604 members 
Entering Unmasked Estep 
Score: -10429690.000000 Penalty: 1124.488037
	Iteration 33Q: 3 clusters Score -1.042969e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -10429698.000000 Penalty: 1124.488037
	Iteration 34Q: 3 clusters Score -1.04297e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -10429633.000000 Penalty: 1124.488037
	Iteration 35Q: 3 clusters Score -1.042963e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -10429660.000000 Penalty: 1124.488037
	Iteration 36Q: 3 clusters Score -1.042966e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -10429680.000000 Penalty: 1124.488037
	Iteration 37Q: 3 clusters Score -1.042968e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -10429708.000000 Penalty: 1124.488037
	Iteration 38Q: 3 clusters Score -1.042971e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -10429694.000000 Penalty: 1124.488037
	Iteration 39Q: 3 clusters Score -1.042969e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 148543 members 
Entering Unmasked Estep 
Score: -10429716.000000 Penalty: 1124.488037
	Iteration 40F: 3 clusters Score -1.042972e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -10429729.000000 Penalty: 1124.488037
	Iteration 41Q: 3 clusters Score -1.042973e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -10429743.000000 Penalty: 1124.488037
	Iteration 42Q: 3 clusters Score -1.042974e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -10429757.000000 Penalty: 1124.488037
	Iteration 43Q: 3 clusters Score -1.042976e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 149862 members 
Entering Unmasked Estep 
Score: -10429817.000000 Penalty: 1124.488037
	Iteration 44Q: 3 clusters Score -1.042982e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -10429799.000000 Penalty: 1124.488037
	Iteration 45Q: 3 clusters Score -1.04298e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -10429788.000000 Penalty: 1124.488037
	Iteration 46Q: 3 clusters Score -1.042979e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -10429799.000000 Penalty: 1124.488037
	Iteration 47Q: 3 clusters Score -1.04298e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -10429790.000000 Penalty: 1124.488037
	Iteration 48Q: 3 clusters Score -1.042979e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -10429825.000000 Penalty: 1124.488037
	Iteration 49Q: 3 clusters Score -1.042982e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 151838 members 
Entering Unmasked Estep 
Score: -10429843.000000 Penalty: 1124.488037
	Iteration 50Q: 3 clusters Score -1.042984e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -10429829.000000 Penalty: 1124.488037
	Iteration 51Q: 3 clusters Score -1.042983e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -10429830.000000 Penalty: 1124.488037
	Iteration 52Q: 3 clusters Score -1.042983e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -10429823.000000 Penalty: 1124.488037
	Iteration 53Q: 3 clusters Score -1.042982e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 153031 members 
Entering Unmasked Estep 
Score: -10429830.000000 Penalty: 1124.488037
	Iteration 54Q: 3 clusters Score -1.042983e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 153286 members 
Entering Unmasked Estep 
Score: -10429829.000000 Penalty: 1124.488037
	Iteration 55Q: 3 clusters Score -1.042983e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -10429840.000000 Penalty: 1124.488037
	Iteration 56Q: 3 clusters Score -1.042984e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -10429867.000000 Penalty: 1124.488037
	Iteration 57Q: 3 clusters Score -1.042987e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -10429849.000000 Penalty: 1124.488037
	Iteration 58Q: 3 clusters Score -1.042985e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -10429798.000000 Penalty: 1124.488037
	Iteration 59Q: 3 clusters Score -1.04298e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -10429805.000000 Penalty: 1124.488037
	Iteration 60F: 3 clusters Score -1.04298e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -10429823.000000 Penalty: 1124.488037
	Iteration 61Q: 3 clusters Score -1.042982e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -10429834.000000 Penalty: 1124.488037
	Iteration 62Q: 3 clusters Score -1.042983e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 155220 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 63Q: 3 clusters Score -1.042984e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -10429847.000000 Penalty: 1124.488037
	Iteration 64Q: 3 clusters Score -1.042985e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -10429847.000000 Penalty: 1124.488037
	Iteration 65Q: 3 clusters Score -1.042985e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -10429864.000000 Penalty: 1124.488037
	Iteration 66Q: 3 clusters Score -1.042986e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -10429867.000000 Penalty: 1124.488037
	Iteration 67Q: 3 clusters Score -1.042987e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -10429819.000000 Penalty: 1124.488037
	Iteration 68Q: 3 clusters Score -1.042982e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 69Q: 3 clusters Score -1.042984e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 156560 members 
Entering Unmasked Estep 
Score: -10429837.000000 Penalty: 1124.488037
	Iteration 70Q: 3 clusters Score -1.042984e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -10429845.000000 Penalty: 1124.488037
	Iteration 71Q: 3 clusters Score -1.042984e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -10429860.000000 Penalty: 1124.488037
	Iteration 72Q: 3 clusters Score -1.042986e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -10429866.000000 Penalty: 1124.488037
	Iteration 73Q: 3 clusters Score -1.042987e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 157278 members 
Entering Unmasked Estep 
Score: -10429855.000000 Penalty: 1124.488037
	Iteration 74Q: 3 clusters Score -1.042986e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -10429844.000000 Penalty: 1124.488037
	Iteration 75Q: 3 clusters Score -1.042984e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -10429838.000000 Penalty: 1124.488037
	Iteration 76Q: 3 clusters Score -1.042984e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -10429837.000000 Penalty: 1124.488037
	Iteration 77Q: 3 clusters Score -1.042984e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -10429822.000000 Penalty: 1124.488037
	Iteration 78Q: 3 clusters Score -1.042982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -10429819.000000 Penalty: 1124.488037
	Iteration 79Q: 3 clusters Score -1.042982e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -10429839.000000 Penalty: 1124.488037
	Iteration 80F: 3 clusters Score -1.042984e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -10429817.000000 Penalty: 1124.488037
	Iteration 81Q: 3 clusters Score -1.042982e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -10429826.000000 Penalty: 1124.488037
	Iteration 82Q: 3 clusters Score -1.042983e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 1124.488037
	Iteration 83Q: 3 clusters Score -1.042983e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 158620 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 1124.488037
	Iteration 84Q: 3 clusters Score -1.042983e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -10429843.000000 Penalty: 1124.488037
	Iteration 85Q: 3 clusters Score -1.042984e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 86Q: 3 clusters Score -1.042984e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -10429846.000000 Penalty: 1124.488037
	Iteration 87Q: 3 clusters Score -1.042985e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -10429891.000000 Penalty: 1124.488037
	Iteration 88Q: 3 clusters Score -1.042989e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -10429876.000000 Penalty: 1124.488037
	Iteration 89Q: 3 clusters Score -1.042988e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -10429878.000000 Penalty: 1124.488037
	Iteration 90Q: 3 clusters Score -1.042988e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -10429885.000000 Penalty: 1124.488037
	Iteration 91Q: 3 clusters Score -1.042988e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -10429874.000000 Penalty: 1124.488037
	Iteration 92Q: 3 clusters Score -1.042987e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -10429877.000000 Penalty: 1124.488037
	Iteration 93Q: 3 clusters Score -1.042988e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -10429864.000000 Penalty: 1124.488037
	Iteration 94Q: 3 clusters Score -1.042986e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -10429870.000000 Penalty: 1124.488037
	Iteration 95Q: 3 clusters Score -1.042987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -10429840.000000 Penalty: 1124.488037
	Iteration 96Q: 3 clusters Score -1.042984e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -10429874.000000 Penalty: 1124.488037
	Iteration 97Q: 3 clusters Score -1.042987e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 161190 members 
Entering Unmasked Estep 
Score: -10429889.000000 Penalty: 1124.488037
	Iteration 98Q: 3 clusters Score -1.042989e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -10429853.000000 Penalty: 1124.488037
	Iteration 99Q: 3 clusters Score -1.042985e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 161668 members 
Entering Unmasked Estep 
Score: -10429846.000000 Penalty: 1124.488037
	Iteration 100F: 3 clusters Score -1.042985e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -10429860.000000 Penalty: 1124.488037
	Iteration 101Q: 3 clusters Score -1.042986e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -10429851.000000 Penalty: 1124.488037
	Iteration 102Q: 3 clusters Score -1.042985e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -10429828.000000 Penalty: 1124.488037
	Iteration 103Q: 3 clusters Score -1.042983e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 162782 members 
Entering Unmasked Estep 
Score: -10429853.000000 Penalty: 1124.488037
	Iteration 104Q: 3 clusters Score -1.042985e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 163038 members 
Entering Unmasked Estep 
Score: -10429829.000000 Penalty: 1124.488037
	Iteration 105Q: 3 clusters Score -1.042983e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -10429814.000000 Penalty: 1124.488037
	Iteration 106Q: 3 clusters Score -1.042981e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -10429818.000000 Penalty: 1124.488037
	Iteration 107Q: 3 clusters Score -1.042982e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 108Q: 3 clusters Score -1.042984e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -10429848.000000 Penalty: 1124.488037
	Iteration 109Q: 3 clusters Score -1.042985e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 164736 members 
Entering Unmasked Estep 
Score: -10429855.000000 Penalty: 1124.488037
	Iteration 110Q: 3 clusters Score -1.042986e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -10429841.000000 Penalty: 1124.488037
	Iteration 111Q: 3 clusters Score -1.042984e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 1124.488037
	Iteration 112Q: 3 clusters Score -1.042983e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 1124.488037
	Iteration 113Q: 3 clusters Score -1.042983e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -10429789.000000 Penalty: 1124.488037
	Iteration 114Q: 3 clusters Score -1.042979e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -10429796.000000 Penalty: 1124.488037
	Iteration 115Q: 3 clusters Score -1.04298e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -10429831.000000 Penalty: 1124.488037
	Iteration 116Q: 3 clusters Score -1.042983e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 167810 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 1124.488037
	Iteration 117Q: 3 clusters Score -1.042983e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -10429874.000000 Penalty: 1124.488037
	Iteration 118Q: 3 clusters Score -1.042987e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -10429858.000000 Penalty: 1124.488037
	Iteration 119Q: 3 clusters Score -1.042986e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -10429896.000000 Penalty: 1124.488037
	Iteration 120F: 3 clusters Score -1.04299e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -10429880.000000 Penalty: 1124.488037
	Iteration 121Q: 3 clusters Score -1.042988e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -10429863.000000 Penalty: 1124.488037
	Iteration 122Q: 3 clusters Score -1.042986e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -10429869.000000 Penalty: 1124.488037
	Iteration 123Q: 3 clusters Score -1.042987e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 171118 members 
Entering Unmasked Estep 
Score: -10429880.000000 Penalty: 1124.488037
	Iteration 124Q: 3 clusters Score -1.042988e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 171609 members 
Entering Unmasked Estep 
Score: -10429903.000000 Penalty: 1124.488037
	Iteration 125Q: 3 clusters Score -1.04299e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -10429884.000000 Penalty: 1124.488037
	Iteration 126Q: 3 clusters Score -1.042988e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 172395 members 
Entering Unmasked Estep 
Score: -10429922.000000 Penalty: 1124.488037
	Iteration 127Q: 3 clusters Score -1.042992e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -10429953.000000 Penalty: 1124.488037
	Iteration 128Q: 3 clusters Score -1.042995e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 173190 members 
Entering Unmasked Estep 
Score: -10429922.000000 Penalty: 1124.488037
	Iteration 129Q: 3 clusters Score -1.042992e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 173675 members 
Entering Unmasked Estep 
Score: -10429896.000000 Penalty: 1124.488037
	Iteration 130Q: 3 clusters Score -1.04299e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -10429860.000000 Penalty: 1124.488037
	Iteration 131Q: 3 clusters Score -1.042986e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -10429893.000000 Penalty: 1124.488037
	Iteration 132Q: 3 clusters Score -1.042989e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 175431 members 
Entering Unmasked Estep 
Score: -10429870.000000 Penalty: 1124.488037
	Iteration 133Q: 3 clusters Score -1.042987e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -10429877.000000 Penalty: 1124.488037
	Iteration 134Q: 3 clusters Score -1.042988e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 176507 members 
Entering Unmasked Estep 
Score: -10429848.000000 Penalty: 1124.488037
	Iteration 135Q: 3 clusters Score -1.042985e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 177098 members 
Entering Unmasked Estep 
Score: -10429887.000000 Penalty: 1124.488037
	Iteration 136Q: 3 clusters Score -1.042989e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -10429872.000000 Penalty: 1124.488037
	Iteration 137Q: 3 clusters Score -1.042987e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -10429862.000000 Penalty: 1124.488037
	Iteration 138Q: 3 clusters Score -1.042986e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -10429870.000000 Penalty: 1124.488037
	Iteration 139Q: 3 clusters Score -1.042987e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 179138 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 140F: 3 clusters Score -1.042984e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 179592 members 
Entering Unmasked Estep 
Score: -10429835.000000 Penalty: 1124.488037
	Iteration 141Q: 3 clusters Score -1.042984e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 180025 members 
Entering Unmasked Estep 
Score: -10429849.000000 Penalty: 1124.488037
	Iteration 142Q: 3 clusters Score -1.042985e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -10429843.000000 Penalty: 1124.488037
	Iteration 143Q: 3 clusters Score -1.042984e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -10429842.000000 Penalty: 1124.488037
	Iteration 144Q: 3 clusters Score -1.042984e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 181388 members 
Entering Unmasked Estep 
Score: -10429823.000000 Penalty: 1124.488037
	Iteration 145Q: 3 clusters Score -1.042982e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 181860 members 
Entering Unmasked Estep 
Score: -10429853.000000 Penalty: 1124.488037
	Iteration 146Q: 3 clusters Score -1.042985e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -10429851.000000 Penalty: 1124.488037
	Iteration 147Q: 3 clusters Score -1.042985e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 182870 members 
Entering Unmasked Estep 
Score: -10429838.000000 Penalty: 1124.488037
	Iteration 148Q: 3 clusters Score -1.042984e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -10429823.000000 Penalty: 1124.488037
	Iteration 149Q: 3 clusters Score -1.042982e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 183746 members 
Entering Unmasked Estep 
Score: -10429809.000000 Penalty: 1124.488037
	Iteration 150Q: 3 clusters Score -1.042981e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 184167 members 
Entering Unmasked Estep 
Score: -10429814.000000 Penalty: 1124.488037
	Iteration 151Q: 3 clusters Score -1.042981e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 184645 members 
Entering Unmasked Estep 
Score: -10429787.000000 Penalty: 1124.488037
	Iteration 152Q: 3 clusters Score -1.042979e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -10429791.000000 Penalty: 1124.488037
	Iteration 153Q: 3 clusters Score -1.042979e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 185489 members 
Entering Unmasked Estep 
Score: -10429790.000000 Penalty: 1124.488037
	Iteration 154Q: 3 clusters Score -1.042979e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 185925 members 
Entering Unmasked Estep 
Score: -10429795.000000 Penalty: 1124.488037
	Iteration 155Q: 3 clusters Score -1.04298e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 186350 members 
Entering Unmasked Estep 
Score: -10429772.000000 Penalty: 1124.488037
	Iteration 156Q: 3 clusters Score -1.042977e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 186711 members 
Entering Unmasked Estep 
Score: -10429746.000000 Penalty: 1124.488037
	Iteration 157Q: 3 clusters Score -1.042975e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -10429704.000000 Penalty: 1124.488037
	Iteration 158Q: 3 clusters Score -1.04297e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 187548 members 
Entering Unmasked Estep 
Score: -10429704.000000 Penalty: 1124.488037
	Iteration 159Q: 3 clusters Score -1.04297e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 187941 members 
Entering Unmasked Estep 
Score: -10429698.000000 Penalty: 1124.488037
	Iteration 160F: 3 clusters Score -1.04297e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 188497 members 
Entering Unmasked Estep 
Score: -10429739.000000 Penalty: 1124.488037
	Iteration 161Q: 3 clusters Score -1.042974e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 188996 members 
Entering Unmasked Estep 
Score: -10429709.000000 Penalty: 1124.488037
	Iteration 162Q: 3 clusters Score -1.042971e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -10429689.000000 Penalty: 1124.488037
	Iteration 163Q: 3 clusters Score -1.042969e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 189957 members 
Entering Unmasked Estep 
Score: -10429663.000000 Penalty: 1124.488037
	Iteration 164Q: 3 clusters Score -1.042966e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 190387 members 
Entering Unmasked Estep 
Score: -10429676.000000 Penalty: 1124.488037
	Iteration 165Q: 3 clusters Score -1.042968e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 190846 members 
Entering Unmasked Estep 
Score: -10429637.000000 Penalty: 1124.488037
	Iteration 166Q: 3 clusters Score -1.042964e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 191376 members 
Entering Unmasked Estep 
Score: -10429674.000000 Penalty: 1124.488037
	Iteration 167Q: 3 clusters Score -1.042967e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -10429669.000000 Penalty: 1124.488037
	Iteration 168Q: 3 clusters Score -1.042967e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 192307 members 
Entering Unmasked Estep 
Score: -10429709.000000 Penalty: 1124.488037
	Iteration 169Q: 3 clusters Score -1.042971e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 192817 members 
Entering Unmasked Estep 
Score: -10429633.000000 Penalty: 1124.488037
	Iteration 170Q: 3 clusters Score -1.042963e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -10429630.000000 Penalty: 1124.488037
	Iteration 171Q: 3 clusters Score -1.042963e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -10429663.000000 Penalty: 1124.488037
	Iteration 172Q: 3 clusters Score -1.042966e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 193985 members 
Entering Unmasked Estep 
Score: -10429642.000000 Penalty: 1124.488037
	Iteration 173Q: 3 clusters Score -1.042964e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -10429675.000000 Penalty: 1124.488037
	Iteration 174Q: 3 clusters Score -1.042968e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 194781 members 
Entering Unmasked Estep 
Score: -10429676.000000 Penalty: 1124.488037
	Iteration 175Q: 3 clusters Score -1.042968e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 195300 members 
Entering Unmasked Estep 
Score: -10429670.000000 Penalty: 1124.488037
	Iteration 176Q: 3 clusters Score -1.042967e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 195746 members 
Entering Unmasked Estep 
Score: -10429652.000000 Penalty: 1124.488037
	Iteration 177Q: 3 clusters Score -1.042965e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 196161 members 
Entering Unmasked Estep 
Score: -10429639.000000 Penalty: 1124.488037
	Iteration 178Q: 3 clusters Score -1.042964e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 196573 members 
Entering Unmasked Estep 
Score: -10429675.000000 Penalty: 1124.488037
	Iteration 179Q: 3 clusters Score -1.042968e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 197047 members 
Entering Unmasked Estep 
Score: -10429663.000000 Penalty: 1124.488037
	Iteration 180F: 3 clusters Score -1.042966e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 197440 members 
Entering Unmasked Estep 
Score: -10429690.000000 Penalty: 1124.488037
	Iteration 181Q: 3 clusters Score -1.042969e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 197829 members 
Entering Unmasked Estep 
Score: -10429633.000000 Penalty: 1124.488037
	Iteration 182Q: 3 clusters Score -1.042963e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 198271 members 
Entering Unmasked Estep 
Score: -10429629.000000 Penalty: 1124.488037
	Iteration 183Q: 3 clusters Score -1.042963e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 198668 members 
Entering Unmasked Estep 
Score: -10429665.000000 Penalty: 1124.488037
	Iteration 184Q: 3 clusters Score -1.042966e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 199060 members 
Entering Unmasked Estep 
Score: -10429677.000000 Penalty: 1124.488037
	Iteration 185Q: 3 clusters Score -1.042968e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 199496 members 
Entering Unmasked Estep 
Score: -10429668.000000 Penalty: 1124.488037
	Iteration 186Q: 3 clusters Score -1.042967e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 199948 members 
Entering Unmasked Estep 
Score: -10429663.000000 Penalty: 1124.488037
	Iteration 187Q: 3 clusters Score -1.042966e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -10429684.000000 Penalty: 1124.488037
	Iteration 188Q: 3 clusters Score -1.042968e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 200919 members 
Entering Unmasked Estep 
Score: -10429673.000000 Penalty: 1124.488037
	Iteration 189Q: 3 clusters Score -1.042967e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 201429 members 
Entering Unmasked Estep 
Score: -10429675.000000 Penalty: 1124.488037
	Iteration 190Q: 3 clusters Score -1.042968e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 201949 members 
Entering Unmasked Estep 
Score: -10429642.000000 Penalty: 1124.488037
	Iteration 191Q: 3 clusters Score -1.042964e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 202454 members 
Entering Unmasked Estep 
Score: -10429601.000000 Penalty: 1124.488037
	Iteration 192Q: 3 clusters Score -1.04296e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 202926 members 
Entering Unmasked Estep 
Score: -10429592.000000 Penalty: 1124.488037
	Iteration 193Q: 3 clusters Score -1.042959e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 203417 members 
Entering Unmasked Estep 
Score: -10429597.000000 Penalty: 1124.488037
	Iteration 194Q: 3 clusters Score -1.04296e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 203905 members 
Entering Unmasked Estep 
Score: -10429595.000000 Penalty: 1124.488037
	Iteration 195Q: 3 clusters Score -1.04296e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 204405 members 
Entering Unmasked Estep 
Score: -10429604.000000 Penalty: 1124.488037
	Iteration 196Q: 3 clusters Score -1.04296e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -10429599.000000 Penalty: 1124.488037
	Iteration 197Q: 3 clusters Score -1.04296e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 205415 members 
Entering Unmasked Estep 
Score: -10429628.000000 Penalty: 1124.488037
	Iteration 198Q: 3 clusters Score -1.042963e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 205927 members 
Entering Unmasked Estep 
Score: -10429643.000000 Penalty: 1124.488037
	Iteration 199Q: 3 clusters Score -1.042964e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 206395 members 
Entering Unmasked Estep 
Score: -10429637.000000 Penalty: 1124.488037
	Iteration 200F: 3 clusters Score -1.042964e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 206867 members 
Entering Unmasked Estep 
Score: -10429687.000000 Penalty: 1124.488037
	Iteration 201Q: 3 clusters Score -1.042969e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -10429675.000000 Penalty: 1124.488037
	Iteration 202Q: 3 clusters Score -1.042968e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 208043 members 
Entering Unmasked Estep 
Score: -10429695.000000 Penalty: 1124.488037
	Iteration 203Q: 3 clusters Score -1.04297e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 208577 members 
Entering Unmasked Estep 
Score: -10429709.000000 Penalty: 1124.488037
	Iteration 204Q: 3 clusters Score -1.042971e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 209059 members 
Entering Unmasked Estep 
Score: -10429714.000000 Penalty: 1124.488037
	Iteration 205Q: 3 clusters Score -1.042971e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 209613 members 
Entering Unmasked Estep 
Score: -10429739.000000 Penalty: 1124.488037
	Iteration 206Q: 3 clusters Score -1.042974e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 210142 members 
Entering Unmasked Estep 
Score: -10429761.000000 Penalty: 1124.488037
	Iteration 207Q: 3 clusters Score -1.042976e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -10429725.000000 Penalty: 1124.488037
	Iteration 208Q: 3 clusters Score -1.042972e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 211317 members 
Entering Unmasked Estep 
Score: -10429752.000000 Penalty: 1124.488037
	Iteration 209Q: 3 clusters Score -1.042975e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 211853 members 
Entering Unmasked Estep 
Score: -10429800.000000 Penalty: 1124.488037
	Iteration 210Q: 3 clusters Score -1.04298e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 212357 members 
Entering Unmasked Estep 
Score: -10429844.000000 Penalty: 1124.488037
	Iteration 211Q: 3 clusters Score -1.042984e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 212875 members 
Entering Unmasked Estep 
Score: -10429837.000000 Penalty: 1124.488037
	Iteration 212Q: 3 clusters Score -1.042984e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 213378 members 
Entering Unmasked Estep 
Score: -10429836.000000 Penalty: 1124.488037
	Iteration 213Q: 3 clusters Score -1.042984e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 213865 members 
Entering Unmasked Estep 
Score: -10429866.000000 Penalty: 1124.488037
	Iteration 214Q: 3 clusters Score -1.042987e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 214404 members 
Entering Unmasked Estep 
Score: -10429885.000000 Penalty: 1124.488037
	Iteration 215Q: 3 clusters Score -1.042988e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 215002 members 
Entering Unmasked Estep 
Score: -10429887.000000 Penalty: 1124.488037
	Iteration 216Q: 3 clusters Score -1.042989e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 215555 members 
Entering Unmasked Estep 
Score: -10429931.000000 Penalty: 1124.488037
	Iteration 217Q: 3 clusters Score -1.042993e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 216136 members 
Entering Unmasked Estep 
Score: -10429938.000000 Penalty: 1124.488037
	Iteration 218Q: 3 clusters Score -1.042994e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 216679 members 
Entering Unmasked Estep 
Score: -10429961.000000 Penalty: 1124.488037
	Iteration 219Q: 3 clusters Score -1.042996e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 217234 members 
Entering Unmasked Estep 
Score: -10429989.000000 Penalty: 1124.488037
	Iteration 220F: 3 clusters Score -1.042999e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 217859 members 
Entering Unmasked Estep 
Score: -10430027.000000 Penalty: 1124.488037
	Iteration 221Q: 3 clusters Score -1.043003e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -10430094.000000 Penalty: 1124.488037
	Iteration 222Q: 3 clusters Score -1.043009e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 218950 members 
Entering Unmasked Estep 
Score: -10430148.000000 Penalty: 1124.488037
	Iteration 223Q: 3 clusters Score -1.043015e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 219498 members 
Entering Unmasked Estep 
Score: -10430148.000000 Penalty: 1124.488037
	Iteration 224Q: 3 clusters Score -1.043015e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 220035 members 
Entering Unmasked Estep 
Score: -10430211.000000 Penalty: 1124.488037
	Iteration 225Q: 3 clusters Score -1.043021e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 220637 members 
Entering Unmasked Estep 
Score: -10430280.000000 Penalty: 1124.488037
	Iteration 226Q: 3 clusters Score -1.043028e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -10430290.000000 Penalty: 1124.488037
	Iteration 227Q: 3 clusters Score -1.043029e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 221733 members 
Entering Unmasked Estep 
Score: -10430322.000000 Penalty: 1124.488037
	Iteration 228Q: 3 clusters Score -1.043032e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 222297 members 
Entering Unmasked Estep 
Score: -10430364.000000 Penalty: 1124.488037
	Iteration 229Q: 3 clusters Score -1.043036e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 222835 members 
Entering Unmasked Estep 
Score: -10430399.000000 Penalty: 1124.488037
	Iteration 230Q: 3 clusters Score -1.04304e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 223422 members 
Entering Unmasked Estep 
Score: -10430427.000000 Penalty: 1124.488037
	Iteration 231Q: 3 clusters Score -1.043043e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 223957 members 
Entering Unmasked Estep 
Score: -10430470.000000 Penalty: 1124.488037
	Iteration 232Q: 3 clusters Score -1.043047e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 224430 members 
Entering Unmasked Estep 
Score: -10430460.000000 Penalty: 1124.488037
	Iteration 233Q: 3 clusters Score -1.043046e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -10430473.000000 Penalty: 1124.488037
	Iteration 234Q: 3 clusters Score -1.043047e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 225414 members 
Entering Unmasked Estep 
Score: -10430479.000000 Penalty: 1124.488037
	Iteration 235Q: 3 clusters Score -1.043048e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 225865 members 
Entering Unmasked Estep 
Score: -10430560.000000 Penalty: 1124.488037
	Iteration 236Q: 3 clusters Score -1.043056e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 226320 members 
Entering Unmasked Estep 
Score: -10430592.000000 Penalty: 1124.488037
	Iteration 237Q: 3 clusters Score -1.043059e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 226716 members 
Entering Unmasked Estep 
Score: -10430615.000000 Penalty: 1124.488037
	Iteration 238Q: 3 clusters Score -1.043062e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 227065 members 
Entering Unmasked Estep 
Score: -10430658.000000 Penalty: 1124.488037
	Iteration 239Q: 3 clusters Score -1.043066e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -10430696.000000 Penalty: 1124.488037
	Iteration 240F: 3 clusters Score -1.04307e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 227745 members 
Entering Unmasked Estep 
Score: -10430716.000000 Penalty: 1124.488037
	Iteration 241Q: 3 clusters Score -1.043072e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 228044 members 
Entering Unmasked Estep 
Score: -10430721.000000 Penalty: 1124.488037
	Iteration 242Q: 3 clusters Score -1.043072e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 228319 members 
Entering Unmasked Estep 
Score: -10430737.000000 Penalty: 1124.488037
	Iteration 243Q: 3 clusters Score -1.043074e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 228556 members 
Entering Unmasked Estep 
Score: -10430751.000000 Penalty: 1124.488037
	Iteration 244Q: 3 clusters Score -1.043075e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 228774 members 
Entering Unmasked Estep 
Score: -10430799.000000 Penalty: 1124.488037
	Iteration 245Q: 3 clusters Score -1.04308e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 229005 members 
Entering Unmasked Estep 
Score: -10430836.000000 Penalty: 1124.488037
	Iteration 246Q: 3 clusters Score -1.043084e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 229196 members 
Entering Unmasked Estep 
Score: -10430851.000000 Penalty: 1124.488037
	Iteration 247Q: 3 clusters Score -1.043085e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -10430864.000000 Penalty: 1124.488037
	Iteration 248Q: 3 clusters Score -1.043086e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 229532 members 
Entering Unmasked Estep 
Score: -10430884.000000 Penalty: 1124.488037
	Iteration 249Q: 3 clusters Score -1.043088e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 229703 members 
Entering Unmasked Estep 
Score: -10430891.000000 Penalty: 1124.488037
	Iteration 250Q: 3 clusters Score -1.043089e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 229837 members 
Entering Unmasked Estep 
Score: -10430902.000000 Penalty: 1124.488037
	Iteration 251Q: 3 clusters Score -1.04309e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 229980 members 
Entering Unmasked Estep 
Score: -10430916.000000 Penalty: 1124.488037
	Iteration 252Q: 3 clusters Score -1.043092e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 230093 members 
Entering Unmasked Estep 
Score: -10430935.000000 Penalty: 1124.488037
	Iteration 253Q: 3 clusters Score -1.043094e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 230213 members 
Entering Unmasked Estep 
Score: -10430933.000000 Penalty: 1124.488037
	Iteration 254Q: 3 clusters Score -1.043093e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 230324 members 
Entering Unmasked Estep 
Score: -10430949.000000 Penalty: 1124.488037
	Iteration 255Q: 3 clusters Score -1.043095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 230437 members 
Entering Unmasked Estep 
Score: -10430944.000000 Penalty: 1124.488037
	Iteration 256Q: 3 clusters Score -1.043094e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 230542 members 
Entering Unmasked Estep 
Score: -10430955.000000 Penalty: 1124.488037
	Iteration 257Q: 3 clusters Score -1.043096e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 230641 members 
Entering Unmasked Estep 
Score: -10430971.000000 Penalty: 1124.488037
	Iteration 258Q: 3 clusters Score -1.043097e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 230730 members 
Entering Unmasked Estep 
Score: -10430979.000000 Penalty: 1124.488037
	Iteration 259Q: 3 clusters Score -1.043098e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 230828 members 
Entering Unmasked Estep 
Score: -10430991.000000 Penalty: 1124.488037
	Iteration 260F: 3 clusters Score -1.043099e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 230927 members 
Entering Unmasked Estep 
Score: -10430992.000000 Penalty: 1124.488037
	Iteration 261Q: 3 clusters Score -1.043099e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 231023 members 
Entering Unmasked Estep 
Score: -10431011.000000 Penalty: 1124.488037
	Iteration 262Q: 3 clusters Score -1.043101e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 231119 members 
Entering Unmasked Estep 
Score: -10431038.000000 Penalty: 1124.488037
	Iteration 263Q: 3 clusters Score -1.043104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 231201 members 
Entering Unmasked Estep 
Score: -10431035.000000 Penalty: 1124.488037
	Iteration 264Q: 3 clusters Score -1.043104e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 231282 members 
Entering Unmasked Estep 
Score: -10431073.000000 Penalty: 1124.488037
	Iteration 265Q: 3 clusters Score -1.043107e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 231368 members 
Entering Unmasked Estep 
Score: -10431095.000000 Penalty: 1124.488037
	Iteration 266Q: 3 clusters Score -1.04311e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231440 members 
Entering Unmasked Estep 
Score: -10431110.000000 Penalty: 1124.488037
	Iteration 267Q: 3 clusters Score -1.043111e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -10431126.000000 Penalty: 1124.488037
	Iteration 268Q: 3 clusters Score -1.043113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 231531 members 
Entering Unmasked Estep 
Score: -10431132.000000 Penalty: 1124.488037
	Iteration 269Q: 3 clusters Score -1.043113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 231563 members 
Entering Unmasked Estep 
Score: -10431134.000000 Penalty: 1124.488037
	Iteration 270Q: 3 clusters Score -1.043113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 231596 members 
Entering Unmasked Estep 
Score: -10431147.000000 Penalty: 1124.488037
	Iteration 271Q: 3 clusters Score -1.043115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -10431159.000000 Penalty: 1124.488037
	Iteration 272Q: 3 clusters Score -1.043116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 231659 members 
Entering Unmasked Estep 
Score: -10431162.000000 Penalty: 1124.488037
	Iteration 273Q: 3 clusters Score -1.043116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 231685 members 
Entering Unmasked Estep 
Score: -10431177.000000 Penalty: 1124.488037
	Iteration 274Q: 3 clusters Score -1.043118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 231707 members 
Entering Unmasked Estep 
Score: -10431174.000000 Penalty: 1124.488037
	Iteration 275Q: 3 clusters Score -1.043117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 231726 members 
Entering Unmasked Estep 
Score: -10431180.000000 Penalty: 1124.488037
	Iteration 276Q: 3 clusters Score -1.043118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 231738 members 
Entering Unmasked Estep 
Score: -10431170.000000 Penalty: 1124.488037
	Iteration 277Q: 3 clusters Score -1.043117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 231746 members 
Entering Unmasked Estep 
Score: -10431174.000000 Penalty: 1124.488037
	Iteration 278Q: 3 clusters Score -1.043117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 231763 members 
Entering Unmasked Estep 
Score: -10431170.000000 Penalty: 1124.488037
	Iteration 279Q: 3 clusters Score -1.043117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 231775 members 
Entering Unmasked Estep 
Score: -10431170.000000 Penalty: 1124.488037
	Iteration 280F: 3 clusters Score -1.043117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 231786 members 
Entering Unmasked Estep 
Score: -10431175.000000 Penalty: 1124.488037
	Iteration 281Q: 3 clusters Score -1.043118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 231796 members 
Entering Unmasked Estep 
Score: -10431178.000000 Penalty: 1124.488037
	Iteration 282Q: 3 clusters Score -1.043118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 231804 members 
Entering Unmasked Estep 
Score: -10431172.000000 Penalty: 1124.488037
	Iteration 283Q: 3 clusters Score -1.043117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 231809 members 
Entering Unmasked Estep 
Score: -10431173.000000 Penalty: 1124.488037
	Iteration 284Q: 3 clusters Score -1.043117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 231814 members 
Entering Unmasked Estep 
Score: -10431175.000000 Penalty: 1124.488037
	Iteration 285Q: 3 clusters Score -1.043118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 231821 members 
Entering Unmasked Estep 
Score: -10431176.000000 Penalty: 1124.488037
	Iteration 286Q: 3 clusters Score -1.043118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 231829 members 
Entering Unmasked Estep 
Score: -10431169.000000 Penalty: 1124.488037
	Iteration 287Q: 3 clusters Score -1.043117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 231842 members 
Entering Unmasked Estep 
Score: -10431178.000000 Penalty: 1124.488037
	Iteration 288Q: 3 clusters Score -1.043118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 231854 members 
Entering Unmasked Estep 
Score: -10431178.000000 Penalty: 1124.488037
	Iteration 289Q: 3 clusters Score -1.043118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 231862 members 
Entering Unmasked Estep 
Score: -10431178.000000 Penalty: 1124.488037
	Iteration 290Q: 3 clusters Score -1.043118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 231870 members 
Entering Unmasked Estep 
Score: -10431177.000000 Penalty: 1124.488037
	Iteration 291Q: 3 clusters Score -1.043118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 231872 members 
Entering Unmasked Estep 
Score: -10431185.000000 Penalty: 1124.488037
	Iteration 292Q: 3 clusters Score -1.043118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 231874 members 
Entering Unmasked Estep 
Score: -10431179.000000 Penalty: 1124.488037
	Iteration 293Q: 3 clusters Score -1.043118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 231878 members 
Entering Unmasked Estep 
Score: -10431177.000000 Penalty: 1124.488037
	Iteration 294Q: 3 clusters Score -1.043118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 231890 members 
Entering Unmasked Estep 
Score: -10431192.000000 Penalty: 1124.488037
	Iteration 295Q: 3 clusters Score -1.043119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 231901 members 
Entering Unmasked Estep 
Score: -10431190.000000 Penalty: 1124.488037
	Iteration 296Q: 3 clusters Score -1.043119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 231907 members 
Entering Unmasked Estep 
Score: -10431186.000000 Penalty: 1124.488037
	Iteration 297Q: 3 clusters Score -1.043119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 231913 members 
Entering Unmasked Estep 
Score: -10431194.000000 Penalty: 1124.488037
	Iteration 298Q: 3 clusters Score -1.043119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 231917 members 
Entering Unmasked Estep 
Score: -10431190.000000 Penalty: 1124.488037
	Iteration 299Q: 3 clusters Score -1.043119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 231917 members 
Entering Unmasked Estep 
Score: -10431190.000000 Penalty: 1124.488037
	Iteration 300F: 3 clusters Score -1.043119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 231921 members 
Entering Unmasked Estep 
Score: -10431186.000000 Penalty: 1124.488037
	Iteration 301Q: 3 clusters Score -1.043119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 231926 members 
Entering Unmasked Estep 
Score: -10431191.000000 Penalty: 1124.488037
	Iteration 302Q: 3 clusters Score -1.043119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 231932 members 
Entering Unmasked Estep 
Score: -10431197.000000 Penalty: 1124.488037
	Iteration 303Q: 3 clusters Score -1.04312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 231940 members 
Entering Unmasked Estep 
Score: -10431191.000000 Penalty: 1124.488037
	Iteration 304Q: 3 clusters Score -1.043119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 231949 members 
Entering Unmasked Estep 
Score: -10431193.000000 Penalty: 1124.488037
	Iteration 305Q: 3 clusters Score -1.043119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 231952 members 
Entering Unmasked Estep 
Score: -10431198.000000 Penalty: 1124.488037
	Iteration 306Q: 3 clusters Score -1.04312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 231954 members 
Entering Unmasked Estep 
Score: -10431201.000000 Penalty: 1124.488037
	Iteration 307Q: 3 clusters Score -1.04312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 231960 members 
Entering Unmasked Estep 
Score: -10431198.000000 Penalty: 1124.488037
	Iteration 308Q: 3 clusters Score -1.04312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 231965 members 
Entering Unmasked Estep 
Score: -10431195.000000 Penalty: 1124.488037
	Iteration 309Q: 3 clusters Score -1.04312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 231970 members 
Entering Unmasked Estep 
Score: -10431197.000000 Penalty: 1124.488037
	Iteration 310Q: 3 clusters Score -1.04312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 231980 members 
Entering Unmasked Estep 
Score: -10431195.000000 Penalty: 1124.488037
	Iteration 311Q: 3 clusters Score -1.04312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 231993 members 
Entering Unmasked Estep 
Score: -10431200.000000 Penalty: 1124.488037
	Iteration 312Q: 3 clusters Score -1.04312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 231995 members 
Entering Unmasked Estep 
Score: -10431201.000000 Penalty: 1124.488037
	Iteration 313Q: 3 clusters Score -1.04312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 231998 members 
Entering Unmasked Estep 
Score: -10431200.000000 Penalty: 1124.488037
	Iteration 314Q: 3 clusters Score -1.04312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 232004 members 
Entering Unmasked Estep 
Score: -10431207.000000 Penalty: 1124.488037
	Iteration 315Q: 3 clusters Score -1.043121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 232004 members 
Entering Unmasked Estep 
Score: -10431203.000000 Penalty: 1124.488037
	Iteration 316Q: 3 clusters Score -1.04312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 232006 members 
Entering Unmasked Estep 
Score: -10431206.000000 Penalty: 1124.488037
	Iteration 317Q: 3 clusters Score -1.043121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 232008 members 
Entering Unmasked Estep 
Score: -10431204.000000 Penalty: 1124.488037
	Iteration 318Q: 3 clusters Score -1.04312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 232010 members 
Entering Unmasked Estep 
Score: -10431207.000000 Penalty: 1124.488037
	Iteration 319Q: 3 clusters Score -1.043121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 232014 members 
Entering Unmasked Estep 
Score: -10431211.000000 Penalty: 1124.488037
	Iteration 320F: 3 clusters Score -1.043121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 232017 members 
Entering Unmasked Estep 
Score: -10431204.000000 Penalty: 1124.488037
	Iteration 321Q: 3 clusters Score -1.04312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 232019 members 
Entering Unmasked Estep 
Score: -10431209.000000 Penalty: 1124.488037
	Iteration 322Q: 3 clusters Score -1.043121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 232021 members 
Entering Unmasked Estep 
Score: -10431208.000000 Penalty: 1124.488037
	Iteration 323Q: 3 clusters Score -1.043121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232023 members 
Entering Unmasked Estep 
Score: -10431214.000000 Penalty: 1124.488037
	Iteration 324Q: 3 clusters Score -1.043121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232023 members 
Entering Unmasked Estep 
Score: -10431214.000000 Penalty: 1124.488037
	Iteration 325F: 3 clusters Score -1.043121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Entering Unmasked Estep 
Score: -1887259.250000 Penalty: 485.196625
	Iteration 0F: 2 clusters Score -1887259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -1858508.125000 Penalty: 970.393250
	Iteration 0F: 3 clusters Score -1858508 nChanged 20695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -1871238.875000 Penalty: 970.393250
	Iteration 1F: 3 clusters Score -1871239 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -1872651.625000 Penalty: 970.393250
	Iteration 2F: 3 clusters Score -1872652 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -1875087.125000 Penalty: 970.393250
	Iteration 3F: 3 clusters Score -1875087 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -1878677.125000 Penalty: 970.393250
	Iteration 4F: 3 clusters Score -1878677 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -1882390.625000 Penalty: 970.393250
	Iteration 5F: 3 clusters Score -1882391 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -1884915.500000 Penalty: 970.393250
	Iteration 6F: 3 clusters Score -1884916 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -1886103.625000 Penalty: 970.393250
	Iteration 7Q: 3 clusters Score -1886104 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -1886584.125000 Penalty: 970.393250
	Iteration 8Q: 3 clusters Score -1886584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -1886729.250000 Penalty: 970.393250
	Iteration 9Q: 3 clusters Score -1886729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -1886778.750000 Penalty: 970.393250
	Iteration 10Q: 3 clusters Score -1886779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -1886816.250000 Penalty: 970.393250
	Iteration 11Q: 3 clusters Score -1886816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -1886842.375000 Penalty: 970.393250
	Iteration 12Q: 3 clusters Score -1886842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -1886857.500000 Penalty: 970.393250
	Iteration 13Q: 3 clusters Score -1886858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -1886863.250000 Penalty: 970.393250
	Iteration 14Q: 3 clusters Score -1886863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -1886866.625000 Penalty: 970.393250
	Iteration 15Q: 3 clusters Score -1886867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -1886866.500000 Penalty: 970.393250
	Iteration 16Q: 3 clusters Score -1886866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -1886866.500000 Penalty: 970.393250
	Iteration 17F: 3 clusters Score -1886866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -103476.875000 Penalty: 355.701965
	Iteration 0F: 2 clusters Score -103476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -101723.632812 Penalty: 711.403931
	Iteration 0F: 3 clusters Score -101723.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -102326.406250 Penalty: 711.403931
	Iteration 1F: 3 clusters Score -102326.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -102476.812500 Penalty: 711.403931
	Iteration 2F: 3 clusters Score -102476.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -102654.773438 Penalty: 711.403931
	Iteration 3F: 3 clusters Score -102654.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102871.453125 Penalty: 711.403931
	Iteration 4F: 3 clusters Score -102871.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103035.625000 Penalty: 711.403931
	Iteration 5F: 3 clusters Score -103035.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103130.695312 Penalty: 711.403931
	Iteration 6Q: 3 clusters Score -103130.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103170.000000 Penalty: 711.403931
	Iteration 7Q: 3 clusters Score -103170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103186.101562 Penalty: 711.403931
	Iteration 8Q: 3 clusters Score -103186.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103193.851562 Penalty: 711.403931
	Iteration 9Q: 3 clusters Score -103193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103199.390625 Penalty: 711.403931
	Iteration 10Q: 3 clusters Score -103199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103205.445312 Penalty: 711.403931
	Iteration 11Q: 3 clusters Score -103205.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103211.960938 Penalty: 711.403931
	Iteration 12Q: 3 clusters Score -103212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103218.765625 Penalty: 711.403931
	Iteration 13Q: 3 clusters Score -103218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103224.507812 Penalty: 711.403931
	Iteration 14Q: 3 clusters Score -103224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103228.742188 Penalty: 711.403931
	Iteration 15Q: 3 clusters Score -103228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103231.968750 Penalty: 711.403931
	Iteration 16Q: 3 clusters Score -103232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103232.515625 Penalty: 711.403931
	Iteration 17Q: 3 clusters Score -103232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103232.664062 Penalty: 711.403931
	Iteration 18Q: 3 clusters Score -103232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103232.664062 Penalty: 711.403931
	Iteration 19F: 3 clusters Score -103232.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1495.000977 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1495.001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1511.999023 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1511.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1521.275146 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1521.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1532.810425 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -1532.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1536.319946 Penalty: 371.055908
	Iteration 4Q: 3 clusters Score -1536.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1536.319946 Penalty: 371.055908
	Iteration 5F: 3 clusters Score -1536.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Entering Unmasked Estep 
Score: -6743376.500000 Penalty: 542.035828
	Iteration 0F: 2 clusters Score -6743376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -6642143.000000 Penalty: 1084.071655
	Iteration 0F: 3 clusters Score -6642143 nChanged 73375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -6687689.000000 Penalty: 1084.071655
	Iteration 1F: 3 clusters Score -6687689 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -6689367.000000 Penalty: 1084.071655
	Iteration 2Q: 3 clusters Score -6689367 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -6691649.500000 Penalty: 1084.071655
	Iteration 3Q: 3 clusters Score -6691650 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -6694864.500000 Penalty: 1084.071655
	Iteration 4Q: 3 clusters Score -6694864 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -6699775.000000 Penalty: 1084.071655
	Iteration 5F: 3 clusters Score -6699775 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -6706673.000000 Penalty: 1084.071655
	Iteration 6F: 3 clusters Score -6706673 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -6713538.000000 Penalty: 1084.071655
	Iteration 7F: 3 clusters Score -6713538 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -6717031.000000 Penalty: 1084.071655
	Iteration 8Q: 3 clusters Score -6717031 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6718126.000000 Penalty: 1084.071655
	Iteration 9Q: 3 clusters Score -6718126 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6718789.500000 Penalty: 1084.071655
	Iteration 10Q: 3 clusters Score -6718790 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -6719532.500000 Penalty: 1084.071655
	Iteration 11Q: 3 clusters Score -6719532 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -6720396.500000 Penalty: 1084.071655
	Iteration 12Q: 3 clusters Score -6720396 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -6721367.500000 Penalty: 1084.071655
	Iteration 13Q: 3 clusters Score -6721368 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6722515.500000 Penalty: 1084.071655
	Iteration 14Q: 3 clusters Score -6722516 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6723867.000000 Penalty: 1084.071655
	Iteration 15Q: 3 clusters Score -6723867 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -6725301.500000 Penalty: 1084.071655
	Iteration 16Q: 3 clusters Score -6725302 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -6726905.500000 Penalty: 1084.071655
	Iteration 17Q: 3 clusters Score -6726906 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6728774.500000 Penalty: 1084.071655
	Iteration 18Q: 3 clusters Score -6728774 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131705 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -6730772.000000 Penalty: 1084.071655
	Iteration 19Q: 3 clusters Score -6730772 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135032 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -6732838.500000 Penalty: 1084.071655
	Iteration 20F: 3 clusters Score -6732838 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -6734926.500000 Penalty: 1084.071655
	Iteration 21Q: 3 clusters Score -6734926 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140751 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -6736769.500000 Penalty: 1084.071655
	Iteration 22Q: 3 clusters Score -6736770 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6738359.000000 Penalty: 1084.071655
	Iteration 23Q: 3 clusters Score -6738359 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -6739693.000000 Penalty: 1084.071655
	Iteration 24Q: 3 clusters Score -6739693 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6740707.500000 Penalty: 1084.071655
	Iteration 25Q: 3 clusters Score -6740708 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6741481.000000 Penalty: 1084.071655
	Iteration 26Q: 3 clusters Score -6741481 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6742046.000000 Penalty: 1084.071655
	Iteration 27Q: 3 clusters Score -6742046 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6742400.000000 Penalty: 1084.071655
	Iteration 28Q: 3 clusters Score -6742400 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6742601.000000 Penalty: 1084.071655
	Iteration 29Q: 3 clusters Score -6742601 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6742739.500000 Penalty: 1084.071655
	Iteration 30Q: 3 clusters Score -6742740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6742783.000000 Penalty: 1084.071655
	Iteration 31Q: 3 clusters Score -6742783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6742824.500000 Penalty: 1084.071655
	Iteration 32Q: 3 clusters Score -6742824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6742847.500000 Penalty: 1084.071655
	Iteration 33Q: 3 clusters Score -6742848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6742866.000000 Penalty: 1084.071655
	Iteration 34Q: 3 clusters Score -6742866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6742880.000000 Penalty: 1084.071655
	Iteration 35Q: 3 clusters Score -6742880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148997 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6742895.500000 Penalty: 1084.071655
	Iteration 36Q: 3 clusters Score -6742896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6742892.000000 Penalty: 1084.071655
	Iteration 37Q: 3 clusters Score -6742892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6742895.500000 Penalty: 1084.071655
	Iteration 38Q: 3 clusters Score -6742896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6742893.000000 Penalty: 1084.071655
	Iteration 39Q: 3 clusters Score -6742893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6742898.500000 Penalty: 1084.071655
	Iteration 40F: 3 clusters Score -6742898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6742902.500000 Penalty: 1084.071655
	Iteration 41Q: 3 clusters Score -6742902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6742904.500000 Penalty: 1084.071655
	Iteration 42Q: 3 clusters Score -6742904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6742903.500000 Penalty: 1084.071655
	Iteration 43Q: 3 clusters Score -6742904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6742908.500000 Penalty: 1084.071655
	Iteration 44Q: 3 clusters Score -6742908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6742906.500000 Penalty: 1084.071655
	Iteration 45Q: 3 clusters Score -6742906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6742914.500000 Penalty: 1084.071655
	Iteration 46Q: 3 clusters Score -6742914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6742914.000000 Penalty: 1084.071655
	Iteration 47Q: 3 clusters Score -6742914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6742916.000000 Penalty: 1084.071655
	Iteration 48Q: 3 clusters Score -6742916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6742919.500000 Penalty: 1084.071655
	Iteration 49Q: 3 clusters Score -6742920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6742915.000000 Penalty: 1084.071655
	Iteration 50Q: 3 clusters Score -6742915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6742919.000000 Penalty: 1084.071655
	Iteration 51Q: 3 clusters Score -6742919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6742924.500000 Penalty: 1084.071655
	Iteration 52Q: 3 clusters Score -6742924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6742924.500000 Penalty: 1084.071655
	Iteration 53Q: 3 clusters Score -6742924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6742925.500000 Penalty: 1084.071655
	Iteration 54Q: 3 clusters Score -6742926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6742934.000000 Penalty: 1084.071655
	Iteration 55Q: 3 clusters Score -6742934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6742934.500000 Penalty: 1084.071655
	Iteration 56Q: 3 clusters Score -6742934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6742935.000000 Penalty: 1084.071655
	Iteration 57Q: 3 clusters Score -6742935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6742934.000000 Penalty: 1084.071655
	Iteration 58Q: 3 clusters Score -6742934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6742933.500000 Penalty: 1084.071655
	Iteration 59Q: 3 clusters Score -6742934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6742938.000000 Penalty: 1084.071655
	Iteration 60F: 3 clusters Score -6742938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -32780.210938 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -32780.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32042.777344 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -32042.78 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -32253.492188 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -32253.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32304.582031 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -32304.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -32357.593750 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -32357.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32415.902344 Penalty: 616.350342
	Iteration 4F: 3 clusters Score -32415.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -32466.392578 Penalty: 616.350342
	Iteration 5F: 3 clusters Score -32466.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -32507.425781 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -32507.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -32547.326172 Penalty: 616.350342
	Iteration 7F: 3 clusters Score -32547.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -32565.363281 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -32565.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -32582.824219 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -32582.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -32593.736328 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -32593.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -32601.896484 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -32601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -32609.496094 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -32609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32615.496094 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -32615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -32616.970703 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -32616.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -32619.283203 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -32619.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32622.314453 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -32622.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32624.763672 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -32624.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32625.488281 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -32625.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32625.648438 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -32625.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -32625.648438 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -32625.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -9708.055664 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -9708.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9373.600586 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -9373.601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9454.984375 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -9454.984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9484.029297 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -9484.029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9499.296875 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -9499.297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9508.092773 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -9508.093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9513.595703 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -9513.596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9516.002930 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -9516.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9518.392578 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -9518.393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9525.255859 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -9525.256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9530.852539 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -9530.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9532.353516 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -9532.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9533.125977 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -9533.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9533.125977 Penalty: 510.461945
	Iteration 12F: 3 clusters Score -9533.126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (173366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Entering Unmasked Estep 
Score: -7717635.000000 Penalty: 548.873779
	Iteration 0F: 2 clusters Score -7717635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -7599835.000000 Penalty: 1097.747559
	Iteration 0F: 3 clusters Score -7599835 nChanged 85381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -7653422.500000 Penalty: 1097.747559
	Iteration 1F: 3 clusters Score -7653422 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -7655805.000000 Penalty: 1097.747559
	Iteration 2Q: 3 clusters Score -7655805 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -7659156.000000 Penalty: 1097.747559
	Iteration 3Q: 3 clusters Score -7659156 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -7663883.500000 Penalty: 1097.747559
	Iteration 4F: 3 clusters Score -7663884 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -7670838.500000 Penalty: 1097.747559
	Iteration 5F: 3 clusters Score -7670838 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -7679560.000000 Penalty: 1097.747559
	Iteration 6F: 3 clusters Score -7679560 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -7686785.500000 Penalty: 1097.747559
	Iteration 7F: 3 clusters Score -7686786 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -7690933.000000 Penalty: 1097.747559
	Iteration 8Q: 3 clusters Score -7690933 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -7693565.000000 Penalty: 1097.747559
	Iteration 9Q: 3 clusters Score -7693565 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -7696575.000000 Penalty: 1097.747559
	Iteration 10Q: 3 clusters Score -7696575 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -7700363.500000 Penalty: 1097.747559
	Iteration 11Q: 3 clusters Score -7700364 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106716 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -7705084.500000 Penalty: 1097.747559
	Iteration 12Q: 3 clusters Score -7705084 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -7709671.500000 Penalty: 1097.747559
	Iteration 13Q: 3 clusters Score -7709672 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -7712963.500000 Penalty: 1097.747559
	Iteration 14Q: 3 clusters Score -7712964 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -7715144.500000 Penalty: 1097.747559
	Iteration 15Q: 3 clusters Score -7715144 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -7716432.500000 Penalty: 1097.747559
	Iteration 16Q: 3 clusters Score -7716432 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -7716929.000000 Penalty: 1097.747559
	Iteration 17Q: 3 clusters Score -7716929 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -7717210.000000 Penalty: 1097.747559
	Iteration 18Q: 3 clusters Score -7717210 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -7717335.000000 Penalty: 1097.747559
	Iteration 19Q: 3 clusters Score -7717335 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -7717489.500000 Penalty: 1097.747559
	Iteration 20F: 3 clusters Score -7717490 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -7717518.000000 Penalty: 1097.747559
	Iteration 21Q: 3 clusters Score -7717518 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -7717556.000000 Penalty: 1097.747559
	Iteration 22Q: 3 clusters Score -7717556 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -7717583.500000 Penalty: 1097.747559
	Iteration 23Q: 3 clusters Score -7717584 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -7717603.500000 Penalty: 1097.747559
	Iteration 24Q: 3 clusters Score -7717604 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7717604 nChanged 93
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Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7717605 nChanged 65
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Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7717616 nChanged 46
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Mstep: Class 1 contains 106286 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7717622 nChanged 38
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Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7717636 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7717638 nChanged 28
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Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 67890 members 
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Mstep: Class 1 contains 105332 members 
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Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 68103 members 
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Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 68183 members 
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Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 68364 members 
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Mstep: Class 1 contains 104933 members 
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Mstep: Class 2 contains 68494 members 
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	Iteration 60F: 3 clusters Score -7717589 nChanged 80
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	Iteration 61Q: 3 clusters Score -7717588 nChanged 76
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Mstep: Class 2 contains 68650 members 
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Mstep: Class 1 contains 104656 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 104395 members 
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Mstep: Class 2 contains 69016 members 
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Mstep: Class 1 contains 104301 members 
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Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 69116 members 
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Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 69159 members 
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Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7717569 nChanged 66
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Mstep: Class 1 contains 104080 members 
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	Iteration 74Q: 3 clusters Score -7717576 nChanged 72
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Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 69358 members 
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	Iteration 75Q: 3 clusters Score -7717574 nChanged 64
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	Iteration 76Q: 3 clusters Score -7717558 nChanged 64
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	Iteration 78Q: 3 clusters Score -7717544 nChanged 87
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	Iteration 79Q: 3 clusters Score -7717548 nChanged 96
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	Iteration 80F: 3 clusters Score -7717552 nChanged 76
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	Iteration 81Q: 3 clusters Score -7717558 nChanged 73
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Entering Unmasked Estep 
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Mstep: Class 1 contains 103438 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7717553 nChanged 59
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Mstep: Class 1 contains 103379 members 
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	Iteration 84Q: 3 clusters Score -7717543 nChanged 68
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Entering Unmasked Estep 
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Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7717522 nChanged 61
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Mstep: Class 1 contains 103190 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7717514 nChanged 58
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	Iteration 88Q: 3 clusters Score -7717526 nChanged 59
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Mstep: Class 1 contains 103073 members 
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Mstep: Class 1 contains 103010 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 102963 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 102871 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 102773 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 102441 members 
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Mstep: Class 1 contains 102396 members 
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	Iteration 105Q: 3 clusters Score -7717512 nChanged 31
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	Iteration 106Q: 3 clusters Score -7717514 nChanged 34
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	Iteration 109Q: 3 clusters Score -7717514 nChanged 18
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	Iteration 111Q: 3 clusters Score -7717516 nChanged 23
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	Iteration 112Q: 3 clusters Score -7717515 nChanged 26
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	Iteration 113Q: 3 clusters Score -7717523 nChanged 21
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Mstep: Class 1 contains 102125 members 
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	Iteration 114Q: 3 clusters Score -7717518 nChanged 18
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7717522 nChanged 17
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Entering Unmasked Estep 
Score: -7717511.500000 Penalty: 1097.747559
	Iteration 116Q: 3 clusters Score -7717512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -7717514.500000 Penalty: 1097.747559
	Iteration 117Q: 3 clusters Score -7717514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -7717515.000000 Penalty: 1097.747559
	Iteration 118Q: 3 clusters Score -7717515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -7717514.500000 Penalty: 1097.747559
	Iteration 119Q: 3 clusters Score -7717514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -7717510.000000 Penalty: 1097.747559
	Iteration 120F: 3 clusters Score -7717510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -7717499.000000 Penalty: 1097.747559
	Iteration 121Q: 3 clusters Score -7717499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -7717504.000000 Penalty: 1097.747559
	Iteration 122Q: 3 clusters Score -7717504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -7717498.000000 Penalty: 1097.747559
	Iteration 123Q: 3 clusters Score -7717498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -7717491.000000 Penalty: 1097.747559
	Iteration 124Q: 3 clusters Score -7717491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -7717490.500000 Penalty: 1097.747559
	Iteration 125Q: 3 clusters Score -7717490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -7717493.000000 Penalty: 1097.747559
	Iteration 126Q: 3 clusters Score -7717493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -7717486.500000 Penalty: 1097.747559
	Iteration 127Q: 3 clusters Score -7717486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -7717489.000000 Penalty: 1097.747559
	Iteration 128Q: 3 clusters Score -7717489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -7717485.500000 Penalty: 1097.747559
	Iteration 129Q: 3 clusters Score -7717486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -7717498.000000 Penalty: 1097.747559
	Iteration 130Q: 3 clusters Score -7717498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -7717504.500000 Penalty: 1097.747559
	Iteration 131Q: 3 clusters Score -7717504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -7717503.500000 Penalty: 1097.747559
	Iteration 132Q: 3 clusters Score -7717504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -7717495.500000 Penalty: 1097.747559
	Iteration 133Q: 3 clusters Score -7717496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -7717508.000000 Penalty: 1097.747559
	Iteration 134Q: 3 clusters Score -7717508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -7717504.000000 Penalty: 1097.747559
	Iteration 135Q: 3 clusters Score -7717504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -7717502.500000 Penalty: 1097.747559
	Iteration 136Q: 3 clusters Score -7717502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -7717503.000000 Penalty: 1097.747559
	Iteration 137Q: 3 clusters Score -7717503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -7717502.000000 Penalty: 1097.747559
	Iteration 138Q: 3 clusters Score -7717502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -7717509.500000 Penalty: 1097.747559
	Iteration 139Q: 3 clusters Score -7717510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -7717500.500000 Penalty: 1097.747559
	Iteration 140F: 3 clusters Score -7717500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -7717499.500000 Penalty: 1097.747559
	Iteration 141Q: 3 clusters Score -7717500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -7717491.500000 Penalty: 1097.747559
	Iteration 142Q: 3 clusters Score -7717492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -7717494.500000 Penalty: 1097.747559
	Iteration 143Q: 3 clusters Score -7717494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -7717488.500000 Penalty: 1097.747559
	Iteration 144Q: 3 clusters Score -7717488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -7717489.500000 Penalty: 1097.747559
	Iteration 145Q: 3 clusters Score -7717490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -7717487.500000 Penalty: 1097.747559
	Iteration 146Q: 3 clusters Score -7717488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -7717489.000000 Penalty: 1097.747559
	Iteration 147Q: 3 clusters Score -7717489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -7717489.000000 Penalty: 1097.747559
	Iteration 148F: 3 clusters Score -7717489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -415459.156250 Penalty: 417.080170
	Iteration 0F: 2 clusters Score -415459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -409132.093750 Penalty: 834.160339
	Iteration 0F: 3 clusters Score -409132.1 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -411531.343750 Penalty: 834.160339
	Iteration 1F: 3 clusters Score -411531.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -411653.750000 Penalty: 834.160339
	Iteration 2Q: 3 clusters Score -411653.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -411817.000000 Penalty: 834.160339
	Iteration 3Q: 3 clusters Score -411817 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -412114.656250 Penalty: 834.160339
	Iteration 4F: 3 clusters Score -412114.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -412630.281250 Penalty: 834.160339
	Iteration 5F: 3 clusters Score -412630.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -413334.468750 Penalty: 834.160339
	Iteration 6F: 3 clusters Score -413334.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -414006.875000 Penalty: 834.160339
	Iteration 7F: 3 clusters Score -414006.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -414523.562500 Penalty: 834.160339
	Iteration 8F: 3 clusters Score -414523.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -414907.218750 Penalty: 834.160339
	Iteration 9Q: 3 clusters Score -414907.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -415111.218750 Penalty: 834.160339
	Iteration 10Q: 3 clusters Score -415111.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -415187.125000 Penalty: 834.160339
	Iteration 11Q: 3 clusters Score -415187.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -415221.406250 Penalty: 834.160339
	Iteration 12Q: 3 clusters Score -415221.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -415238.218750 Penalty: 834.160339
	Iteration 13Q: 3 clusters Score -415238.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -415249.156250 Penalty: 834.160339
	Iteration 14Q: 3 clusters Score -415249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -415253.218750 Penalty: 834.160339
	Iteration 15Q: 3 clusters Score -415253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -415255.968750 Penalty: 834.160339
	Iteration 16Q: 3 clusters Score -415256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -415256.937500 Penalty: 834.160339
	Iteration 17Q: 3 clusters Score -415256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -415257.968750 Penalty: 834.160339
	Iteration 18Q: 3 clusters Score -415258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -415258.500000 Penalty: 834.160339
	Iteration 19Q: 3 clusters Score -415258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -415259.812500 Penalty: 834.160339
	Iteration 20F: 3 clusters Score -415259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -415260.750000 Penalty: 834.160339
	Iteration 21Q: 3 clusters Score -415260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -415264.187500 Penalty: 834.160339
	Iteration 22Q: 3 clusters Score -415264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415267.218750 Penalty: 834.160339
	Iteration 23Q: 3 clusters Score -415267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -415269.312500 Penalty: 834.160339
	Iteration 24Q: 3 clusters Score -415269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -415271.875000 Penalty: 834.160339
	Iteration 25Q: 3 clusters Score -415271.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -415274.250000 Penalty: 834.160339
	Iteration 26Q: 3 clusters Score -415274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -415274.593750 Penalty: 834.160339
	Iteration 27Q: 3 clusters Score -415274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -415275.906250 Penalty: 834.160339
	Iteration 28Q: 3 clusters Score -415275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -415275.968750 Penalty: 834.160339
	Iteration 29Q: 3 clusters Score -415276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -415275.968750 Penalty: 834.160339
	Iteration 30F: 3 clusters Score -415276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Entering Unmasked Estep 
Score: -2846704.000000 Penalty: 503.458740
	Iteration 0F: 2 clusters Score -2846704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -2803614.500000 Penalty: 1006.917480
	Iteration 0F: 3 clusters Score -2803614 nChanged 31097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -2822063.000000 Penalty: 1006.917480
	Iteration 1F: 3 clusters Score -2822063 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2822788.000000 Penalty: 1006.917480
	Iteration 2Q: 3 clusters Score -2822788 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2823936.250000 Penalty: 1006.917480
	Iteration 3Q: 3 clusters Score -2823936 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2825975.500000 Penalty: 1006.917480
	Iteration 4F: 3 clusters Score -2825976 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2829078.250000 Penalty: 1006.917480
	Iteration 5F: 3 clusters Score -2829078 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2832782.250000 Penalty: 1006.917480
	Iteration 6F: 3 clusters Score -2832782 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2836062.500000 Penalty: 1006.917480
	Iteration 7F: 3 clusters Score -2836062 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2838138.250000 Penalty: 1006.917480
	Iteration 8Q: 3 clusters Score -2838138 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2839556.000000 Penalty: 1006.917480
	Iteration 9Q: 3 clusters Score -2839556 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2840630.500000 Penalty: 1006.917480
	Iteration 10Q: 3 clusters Score -2840630 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2841583.000000 Penalty: 1006.917480
	Iteration 11Q: 3 clusters Score -2841583 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2842441.000000 Penalty: 1006.917480
	Iteration 12Q: 3 clusters Score -2842441 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2843211.000000 Penalty: 1006.917480
	Iteration 13Q: 3 clusters Score -2843211 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2843864.750000 Penalty: 1006.917480
	Iteration 14Q: 3 clusters Score -2843865 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2844456.500000 Penalty: 1006.917480
	Iteration 15Q: 3 clusters Score -2844456 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2844954.000000 Penalty: 1006.917480
	Iteration 16Q: 3 clusters Score -2844954 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2845366.250000 Penalty: 1006.917480
	Iteration 17Q: 3 clusters Score -2845366 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2845684.500000 Penalty: 1006.917480
	Iteration 18Q: 3 clusters Score -2845684 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2845898.750000 Penalty: 1006.917480
	Iteration 19Q: 3 clusters Score -2845899 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2846056.500000 Penalty: 1006.917480
	Iteration 20F: 3 clusters Score -2846056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2846144.500000 Penalty: 1006.917480
	Iteration 21Q: 3 clusters Score -2846144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2846189.250000 Penalty: 1006.917480
	Iteration 22Q: 3 clusters Score -2846189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2846217.000000 Penalty: 1006.917480
	Iteration 23Q: 3 clusters Score -2846217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2846232.500000 Penalty: 1006.917480
	Iteration 24Q: 3 clusters Score -2846232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2846250.250000 Penalty: 1006.917480
	Iteration 25Q: 3 clusters Score -2846250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2846256.000000 Penalty: 1006.917480
	Iteration 26Q: 3 clusters Score -2846256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2846258.750000 Penalty: 1006.917480
	Iteration 27Q: 3 clusters Score -2846259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2846261.000000 Penalty: 1006.917480
	Iteration 28Q: 3 clusters Score -2846261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2846263.750000 Penalty: 1006.917480
	Iteration 29Q: 3 clusters Score -2846264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2846265.500000 Penalty: 1006.917480
	Iteration 30Q: 3 clusters Score -2846266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2846265.250000 Penalty: 1006.917480
	Iteration 31Q: 3 clusters Score -2846265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2846265.500000 Penalty: 1006.917480
	Iteration 32Q: 3 clusters Score -2846266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2846265.500000 Penalty: 1006.917480
	Iteration 33F: 3 clusters Score -2846266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 63999 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 151660 members 
Mstep: Class 9 contains 10884 members 
Mstep: Class 10 contains 58342 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 34645 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 21784 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232585 members 
Mstep: Class 18 contains 42773 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 149175 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 173366 members 
Mstep: Class 25 contains 9572 members 
Mstep: Class 26 contains 63897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951996.000000 Penalty: 16473.486328
Iteration 359Q: 27 clusters Score -4.6952e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 64365 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 36435 members 
Mstep: Class 8 contains 151586 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 58165 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 34637 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 21805 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 232569 members 
Mstep: Class 18 contains 42758 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 148044 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 174410 members 
Mstep: Class 25 contains 9574 members 
Mstep: Class 26 contains 63856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952136.000000 Penalty: 16473.486328
Iteration 360F: 27 clusters Score -4.695214e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 64745 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 7350 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 151516 members 
Mstep: Class 9 contains 10927 members 
Mstep: Class 10 contains 57914 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 34627 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 21828 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 232600 members 
Mstep: Class 18 contains 42739 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 146932 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 175431 members 
Mstep: Class 25 contains 9569 members 
Mstep: Class 26 contains 63829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952092.000000 Penalty: 16473.486328
Iteration 361Q: 27 clusters Score -4.695209e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 65139 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 20228 members 
Mstep: Class 7 contains 36451 members 
Mstep: Class 8 contains 151372 members 
Mstep: Class 9 contains 10957 members 
Mstep: Class 10 contains 57817 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 34621 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 21850 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 232666 members 
Mstep: Class 18 contains 42717 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 145719 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 176405 members 
Mstep: Class 25 contains 9570 members 
Mstep: Class 26 contains 63811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952160.000000 Penalty: 16473.486328
Iteration 362Q: 27 clusters Score -4.695216e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 65562 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 20220 members 
Mstep: Class 7 contains 36449 members 
Mstep: Class 8 contains 151261 members 
Mstep: Class 9 contains 10983 members 
Mstep: Class 10 contains 57635 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 34618 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 21865 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 232713 members 
Mstep: Class 18 contains 42699 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 144505 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 177423 members 
Mstep: Class 25 contains 9570 members 
Mstep: Class 26 contains 63804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952304.000000 Penalty: 16473.486328
Iteration 363Q: 27 clusters Score -4.69523e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 66006 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 20219 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 151188 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 57487 members 
Mstep: Class 11 contains 4316 members 
Mstep: Class 12 contains 34609 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8421 members 
Mstep: Class 15 contains 21880 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 232909 members 
Mstep: Class 18 contains 42661 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 143129 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 178393 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 63801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952436.000000 Penalty: 16473.486328
Iteration 364Q: 27 clusters Score -4.695244e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 66458 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 20218 members 
Mstep: Class 7 contains 36448 members 
Mstep: Class 8 contains 151099 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 57389 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 21891 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 233030 members 
Mstep: Class 18 contains 42626 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 141742 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 179401 members 
Mstep: Class 25 contains 9570 members 
Mstep: Class 26 contains 63780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952684.000000 Penalty: 16473.486328
Iteration 365Q: 27 clusters Score -4.695268e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 66892 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 7358 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 20206 members 
Mstep: Class 7 contains 36451 members 
Mstep: Class 8 contains 151016 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 57227 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 34606 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 21906 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 232987 members 
Mstep: Class 18 contains 42596 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 140461 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 180536 members 
Mstep: Class 25 contains 9574 members 
Mstep: Class 26 contains 63761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952580.000000 Penalty: 16473.486328
Iteration 366Q: 27 clusters Score -4.695258e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 67348 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 36464 members 
Mstep: Class 8 contains 150967 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 57020 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 34602 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8420 members 
Mstep: Class 15 contains 21921 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 232945 members 
Mstep: Class 18 contains 42567 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 139224 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 181617 members 
Mstep: Class 25 contains 9580 members 
Mstep: Class 26 contains 63725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952472.000000 Penalty: 16473.486328
Iteration 367Q: 27 clusters Score -4.695247e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 67808 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 20189 members 
Mstep: Class 7 contains 36469 members 
Mstep: Class 8 contains 150962 members 
Mstep: Class 9 contains 11101 members 
Mstep: Class 10 contains 56765 members 
Mstep: Class 11 contains 4278 members 
Mstep: Class 12 contains 34594 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 21936 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 232890 members 
Mstep: Class 18 contains 42552 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 137985 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 182728 members 
Mstep: Class 25 contains 9583 members 
Mstep: Class 26 contains 63685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952188.000000 Penalty: 16473.486328
Iteration 368Q: 27 clusters Score -4.695219e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 68285 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 36483 members 
Mstep: Class 8 contains 150937 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 56593 members 
Mstep: Class 11 contains 4278 members 
Mstep: Class 12 contains 34585 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 21949 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232820 members 
Mstep: Class 18 contains 42533 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 136714 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 183807 members 
Mstep: Class 25 contains 9592 members 
Mstep: Class 26 contains 63640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952064.000000 Penalty: 16473.486328
Iteration 369Q: 27 clusters Score -4.695206e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 68790 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 36499 members 
Mstep: Class 8 contains 150953 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 56364 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 34583 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 21961 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232701 members 
Mstep: Class 18 contains 42508 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 135531 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 184837 members 
Mstep: Class 25 contains 9596 members 
Mstep: Class 26 contains 63592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951904.000000 Penalty: 16473.486328
Iteration 370Q: 27 clusters Score -4.69519e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 69337 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 36502 members 
Mstep: Class 8 contains 150930 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 56160 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 34588 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8399 members 
Mstep: Class 15 contains 21969 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232598 members 
Mstep: Class 18 contains 42498 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 134345 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 185823 members 
Mstep: Class 25 contains 9589 members 
Mstep: Class 26 contains 63555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951872.000000 Penalty: 16473.486328
Iteration 371Q: 27 clusters Score -4.695187e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 69923 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 20165 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 150910 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 55961 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 34593 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 21979 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232594 members 
Mstep: Class 18 contains 42482 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 133106 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 186716 members 
Mstep: Class 25 contains 9590 members 
Mstep: Class 26 contains 63512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951924.000000 Penalty: 16473.486328
Iteration 372Q: 27 clusters Score -4.695192e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 70493 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 20168 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 150887 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 55765 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 34603 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8370 members 
Mstep: Class 15 contains 21986 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232551 members 
Mstep: Class 18 contains 42459 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 131848 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 187667 members 
Mstep: Class 25 contains 9591 members 
Mstep: Class 26 contains 63482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952116.000000 Penalty: 16473.486328
Iteration 373Q: 27 clusters Score -4.695212e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 71045 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 36507 members 
Mstep: Class 8 contains 150811 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 34620 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8358 members 
Mstep: Class 15 contains 21989 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232410 members 
Mstep: Class 18 contains 42429 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 130591 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 188691 members 
Mstep: Class 25 contains 9602 members 
Mstep: Class 26 contains 63451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951928.000000 Penalty: 16473.486328
Iteration 374Q: 27 clusters Score -4.695193e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 71603 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7361 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 20171 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 150751 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 55590 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 34636 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8347 members 
Mstep: Class 15 contains 21992 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232297 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 129281 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 189672 members 
Mstep: Class 25 contains 9618 members 
Mstep: Class 26 contains 63417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951888.000000 Penalty: 16473.486328
Iteration 375Q: 27 clusters Score -4.695189e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 72138 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 20176 members 
Mstep: Class 7 contains 36501 members 
Mstep: Class 8 contains 150720 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 55497 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 34646 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8336 members 
Mstep: Class 15 contains 21994 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232323 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 127901 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 190615 members 
Mstep: Class 25 contains 9628 members 
Mstep: Class 26 contains 63382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951752.000000 Penalty: 16473.486328
Iteration 376Q: 27 clusters Score -4.695175e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 72683 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 20180 members 
Mstep: Class 7 contains 36502 members 
Mstep: Class 8 contains 150677 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 55391 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 34665 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8324 members 
Mstep: Class 15 contains 21994 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 232244 members 
Mstep: Class 18 contains 42356 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 126606 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 191562 members 
Mstep: Class 25 contains 9642 members 
Mstep: Class 26 contains 63353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951668.000000 Penalty: 16473.486328
Iteration 377Q: 27 clusters Score -4.695167e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 73258 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 20187 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 150589 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 55362 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 34680 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8316 members 
Mstep: Class 15 contains 21997 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 232172 members 
Mstep: Class 18 contains 42333 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 125260 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 192498 members 
Mstep: Class 25 contains 9643 members 
Mstep: Class 26 contains 63318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951916.000000 Penalty: 16473.486328
Iteration 378Q: 27 clusters Score -4.695192e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 73810 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 36509 members 
Mstep: Class 8 contains 150510 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 55368 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 12 contains 34689 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 22000 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 232038 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 123868 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 193555 members 
Mstep: Class 25 contains 9648 members 
Mstep: Class 26 contains 63281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951760.000000 Penalty: 16473.486328
Iteration 379Q: 27 clusters Score -4.695176e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 74361 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 20196 members 
Mstep: Class 7 contains 36507 members 
Mstep: Class 8 contains 150361 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 55478 members 
Mstep: Class 11 contains 4316 members 
Mstep: Class 12 contains 34707 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8309 members 
Mstep: Class 15 contains 22002 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 231894 members 
Mstep: Class 18 contains 42291 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 122456 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 194606 members 
Mstep: Class 25 contains 9645 members 
Mstep: Class 26 contains 63251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951556.000000 Penalty: 16473.486328
Iteration 380F: 27 clusters Score -4.695156e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 74924 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7382 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 150258 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 55472 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 34735 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8305 members 
Mstep: Class 15 contains 22005 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 231708 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 121143 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 195649 members 
Mstep: Class 25 contains 9643 members 
Mstep: Class 26 contains 63226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951880.000000 Penalty: 16473.486328
Iteration 381Q: 27 clusters Score -4.695188e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 75494 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7377 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20206 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 150196 members 
Mstep: Class 9 contains 11153 members 
Mstep: Class 10 contains 55349 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 34773 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 22006 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 231414 members 
Mstep: Class 18 contains 42236 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 119962 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 196695 members 
Mstep: Class 25 contains 9642 members 
Mstep: Class 26 contains 63224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951692.000000 Penalty: 16473.486328
Iteration 382Q: 27 clusters Score -4.695169e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 76083 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20204 members 
Mstep: Class 7 contains 36528 members 
Mstep: Class 8 contains 150141 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55240 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 34797 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8282 members 
Mstep: Class 15 contains 22008 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 231181 members 
Mstep: Class 18 contains 42209 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 118755 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 197711 members 
Mstep: Class 25 contains 9632 members 
Mstep: Class 26 contains 63223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951812.000000 Penalty: 16473.486328
Iteration 383Q: 27 clusters Score -4.695181e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 76698 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36529 members 
Mstep: Class 8 contains 150088 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55195 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8271 members 
Mstep: Class 15 contains 22013 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 230914 members 
Mstep: Class 18 contains 42187 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 117497 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 198708 members 
Mstep: Class 25 contains 9625 members 
Mstep: Class 26 contains 63222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951672.000000 Penalty: 16473.486328
Iteration 384Q: 27 clusters Score -4.695167e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 77320 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36535 members 
Mstep: Class 8 contains 150022 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 55129 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 34834 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8263 members 
Mstep: Class 15 contains 22020 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 230645 members 
Mstep: Class 18 contains 42171 members 
Mstep: Class 19 contains 2506 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 116300 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 199661 members 
Mstep: Class 25 contains 9619 members 
Mstep: Class 26 contains 63225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951472.000000 Penalty: 16473.486328
Iteration 385Q: 27 clusters Score -4.695147e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 78012 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 7361 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 20203 members 
Mstep: Class 7 contains 36543 members 
Mstep: Class 8 contains 149985 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 55080 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 34848 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8257 members 
Mstep: Class 15 contains 22021 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 230402 members 
Mstep: Class 18 contains 42153 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 115076 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 200505 members 
Mstep: Class 25 contains 9612 members 
Mstep: Class 26 contains 63220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951440.000000 Penalty: 16473.486328
Iteration 386Q: 27 clusters Score -4.695144e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 78704 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7371 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 149953 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 55014 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 34856 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8254 members 
Mstep: Class 15 contains 22027 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 230067 members 
Mstep: Class 18 contains 42135 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 113848 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 201495 members 
Mstep: Class 25 contains 9607 members 
Mstep: Class 26 contains 63204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951424.000000 Penalty: 16473.486328
Iteration 387Q: 27 clusters Score -4.695142e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 79440 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36535 members 
Mstep: Class 8 contains 149926 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 54920 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 34870 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8249 members 
Mstep: Class 15 contains 22027 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 229810 members 
Mstep: Class 18 contains 42111 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 112633 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 202365 members 
Mstep: Class 25 contains 9598 members 
Mstep: Class 26 contains 63187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951416.000000 Penalty: 16473.486328
Iteration 388Q: 27 clusters Score -4.695142e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 80198 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36524 members 
Mstep: Class 8 contains 149882 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 54812 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 34891 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 229412 members 
Mstep: Class 18 contains 42087 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 111526 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 203281 members 
Mstep: Class 25 contains 9580 members 
Mstep: Class 26 contains 63172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951376.000000 Penalty: 16473.486328
Iteration 389Q: 27 clusters Score -4.695138e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 80937 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 149910 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 54626 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 34903 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8239 members 
Mstep: Class 15 contains 22032 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 228931 members 
Mstep: Class 18 contains 42061 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 110398 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 204344 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 63151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951348.000000 Penalty: 16473.486328
Iteration 390Q: 27 clusters Score -4.695135e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 81654 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7397 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 36518 members 
Mstep: Class 8 contains 149892 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 54489 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 34918 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8231 members 
Mstep: Class 15 contains 22036 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 228540 members 
Mstep: Class 18 contains 42028 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 109172 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 205403 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 63141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951448.000000 Penalty: 16473.486328
Iteration 391Q: 27 clusters Score -4.695145e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 82403 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 20204 members 
Mstep: Class 7 contains 36509 members 
Mstep: Class 8 contains 149859 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 54377 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 34922 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 15 contains 22037 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 228119 members 
Mstep: Class 18 contains 42007 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 107947 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 206464 members 
Mstep: Class 25 contains 9539 members 
Mstep: Class 26 contains 63131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951128.000000 Penalty: 16473.486328
Iteration 392Q: 27 clusters Score -4.695113e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 83171 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 20208 members 
Mstep: Class 7 contains 36500 members 
Mstep: Class 8 contains 149851 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8221 members 
Mstep: Class 15 contains 22038 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 227663 members 
Mstep: Class 18 contains 41989 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 106768 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 207541 members 
Mstep: Class 25 contains 9528 members 
Mstep: Class 26 contains 63121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950976.000000 Penalty: 16473.486328
Iteration 393Q: 27 clusters Score -4.695098e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7382 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20205 members 
Mstep: Class 7 contains 36499 members 
Mstep: Class 8 contains 149838 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 54055 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 34936 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8221 members 
Mstep: Class 15 contains 22039 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 227168 members 
Mstep: Class 18 contains 41973 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 105604 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 208553 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 63119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951060.000000 Penalty: 16473.486328
Iteration 394Q: 27 clusters Score -4.695106e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 84801 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20206 members 
Mstep: Class 7 contains 36503 members 
Mstep: Class 8 contains 149827 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 53927 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 34955 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 22036 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 226642 members 
Mstep: Class 18 contains 41959 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 104374 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 209624 members 
Mstep: Class 25 contains 9530 members 
Mstep: Class 26 contains 63113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951296.000000 Penalty: 16473.486328
Iteration 395Q: 27 clusters Score -4.69513e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 85638 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20202 members 
Mstep: Class 7 contains 36511 members 
Mstep: Class 8 contains 149807 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 53817 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 34971 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 22037 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 226132 members 
Mstep: Class 18 contains 41942 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 103129 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 210672 members 
Mstep: Class 25 contains 9522 members 
Mstep: Class 26 contains 63104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951252.000000 Penalty: 16473.486328
Iteration 396Q: 27 clusters Score -4.695125e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 86482 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20203 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 149805 members 
Mstep: Class 9 contains 11273 members 
Mstep: Class 10 contains 53637 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 34995 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 22036 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 225560 members 
Mstep: Class 18 contains 41927 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 101911 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 211793 members 
Mstep: Class 25 contains 9522 members 
Mstep: Class 26 contains 63086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951276.000000 Penalty: 16473.486328
Iteration 397Q: 27 clusters Score -4.695128e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 87343 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20209 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 149817 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 53413 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 35012 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 22032 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 224893 members 
Mstep: Class 18 contains 41908 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 100757 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 212970 members 
Mstep: Class 25 contains 9521 members 
Mstep: Class 26 contains 63074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950920.000000 Penalty: 16473.486328
Iteration 398Q: 27 clusters Score -4.695092e+07 nChanged 4944
Entering ConstructFrom: 
Score: -46950920.000000 Penalty: 16473.486328
Entering ConstructFrom: 
Trying to split cluster 1 (17695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Entering Unmasked Estep 
Score: -779692.437500 Penalty: 445.037201
	Iteration 0F: 2 clusters Score -779692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -767874.625000 Penalty: 890.074402
	Iteration 0F: 3 clusters Score -767874.6 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -772835.500000 Penalty: 890.074402
	Iteration 1F: 3 clusters Score -772835.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -773270.437500 Penalty: 890.074402
	Iteration 2F: 3 clusters Score -773270.4 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -774021.000000 Penalty: 890.074402
	Iteration 3F: 3 clusters Score -774021 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -775195.687500 Penalty: 890.074402
	Iteration 4F: 3 clusters Score -775195.7 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -776730.062500 Penalty: 890.074402
	Iteration 5F: 3 clusters Score -776730.1 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -778099.812500 Penalty: 890.074402
	Iteration 6F: 3 clusters Score -778099.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -778841.687500 Penalty: 890.074402
	Iteration 7Q: 3 clusters Score -778841.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -779155.250000 Penalty: 890.074402
	Iteration 8Q: 3 clusters Score -779155.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -779260.625000 Penalty: 890.074402
	Iteration 9Q: 3 clusters Score -779260.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -779289.125000 Penalty: 890.074402
	Iteration 10Q: 3 clusters Score -779289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -779305.375000 Penalty: 890.074402
	Iteration 11Q: 3 clusters Score -779305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -779308.937500 Penalty: 890.074402
	Iteration 12Q: 3 clusters Score -779308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -779308.937500 Penalty: 890.074402
	Iteration 13F: 3 clusters Score -779308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Entering Unmasked Estep 
Score: -3923369.500000 Penalty: 518.161560
	Iteration 0F: 2 clusters Score -3923370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -3863839.000000 Penalty: 1036.323120
	Iteration 0F: 3 clusters Score -3863839 nChanged 42959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -3890230.000000 Penalty: 1036.323120
	Iteration 1F: 3 clusters Score -3890230 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -3891495.000000 Penalty: 1036.323120
	Iteration 2Q: 3 clusters Score -3891495 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -3893337.750000 Penalty: 1036.323120
	Iteration 3Q: 3 clusters Score -3893338 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -3896308.500000 Penalty: 1036.323120
	Iteration 4F: 3 clusters Score -3896308 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -3900751.000000 Penalty: 1036.323120
	Iteration 5F: 3 clusters Score -3900751 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -3905881.250000 Penalty: 1036.323120
	Iteration 6F: 3 clusters Score -3905881 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -3909329.000000 Penalty: 1036.323120
	Iteration 7F: 3 clusters Score -3909329 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -3910795.000000 Penalty: 1036.323120
	Iteration 8Q: 3 clusters Score -3910795 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -3911514.250000 Penalty: 1036.323120
	Iteration 9Q: 3 clusters Score -3911514 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -3912146.000000 Penalty: 1036.323120
	Iteration 10Q: 3 clusters Score -3912146 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -3912785.500000 Penalty: 1036.323120
	Iteration 11Q: 3 clusters Score -3912786 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -3913440.750000 Penalty: 1036.323120
	Iteration 12Q: 3 clusters Score -3913441 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -3914282.000000 Penalty: 1036.323120
	Iteration 13Q: 3 clusters Score -3914282 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -3915209.250000 Penalty: 1036.323120
	Iteration 14Q: 3 clusters Score -3915209 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -3916193.000000 Penalty: 1036.323120
	Iteration 15Q: 3 clusters Score -3916193 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -3917135.500000 Penalty: 1036.323120
	Iteration 16Q: 3 clusters Score -3917136 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -3917923.250000 Penalty: 1036.323120
	Iteration 17Q: 3 clusters Score -3917923 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -3918663.000000 Penalty: 1036.323120
	Iteration 18Q: 3 clusters Score -3918663 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -3919314.750000 Penalty: 1036.323120
	Iteration 19Q: 3 clusters Score -3919315 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -3919857.000000 Penalty: 1036.323120
	Iteration 20F: 3 clusters Score -3919857 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -3920309.750000 Penalty: 1036.323120
	Iteration 21Q: 3 clusters Score -3920310 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -3920721.500000 Penalty: 1036.323120
	Iteration 22Q: 3 clusters Score -3920722 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -3921134.000000 Penalty: 1036.323120
	Iteration 23Q: 3 clusters Score -3921134 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -3921554.500000 Penalty: 1036.323120
	Iteration 24Q: 3 clusters Score -3921554 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -3921967.000000 Penalty: 1036.323120
	Iteration 25Q: 3 clusters Score -3921967 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -3922351.750000 Penalty: 1036.323120
	Iteration 26Q: 3 clusters Score -3922352 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -3922607.000000 Penalty: 1036.323120
	Iteration 27Q: 3 clusters Score -3922607 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -3922730.250000 Penalty: 1036.323120
	Iteration 28Q: 3 clusters Score -3922730 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -3922770.750000 Penalty: 1036.323120
	Iteration 29Q: 3 clusters Score -3922771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -3922803.750000 Penalty: 1036.323120
	Iteration 30Q: 3 clusters Score -3922804 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -3922826.250000 Penalty: 1036.323120
	Iteration 31Q: 3 clusters Score -3922826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -3922828.750000 Penalty: 1036.323120
	Iteration 32Q: 3 clusters Score -3922829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -3922825.750000 Penalty: 1036.323120
	Iteration 33Q: 3 clusters Score -3922826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -3922828.250000 Penalty: 1036.323120
	Iteration 34Q: 3 clusters Score -3922828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -3922828.500000 Penalty: 1036.323120
	Iteration 35Q: 3 clusters Score -3922828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -3922830.000000 Penalty: 1036.323120
	Iteration 36Q: 3 clusters Score -3922830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -3922829.250000 Penalty: 1036.323120
	Iteration 37Q: 3 clusters Score -3922829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -3922828.750000 Penalty: 1036.323120
	Iteration 38Q: 3 clusters Score -3922829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -3922829.250000 Penalty: 1036.323120
	Iteration 39Q: 3 clusters Score -3922829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -3922906.750000 Penalty: 1036.323120
	Iteration 40F: 3 clusters Score -3922907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -3922926.500000 Penalty: 1036.323120
	Iteration 41Q: 3 clusters Score -3922926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -3922933.000000 Penalty: 1036.323120
	Iteration 42Q: 3 clusters Score -3922933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -3922931.750000 Penalty: 1036.323120
	Iteration 43Q: 3 clusters Score -3922932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -3922934.750000 Penalty: 1036.323120
	Iteration 44Q: 3 clusters Score -3922935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -3922930.500000 Penalty: 1036.323120
	Iteration 45Q: 3 clusters Score -3922930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -3922938.250000 Penalty: 1036.323120
	Iteration 46Q: 3 clusters Score -3922938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -3922940.500000 Penalty: 1036.323120
	Iteration 47Q: 3 clusters Score -3922940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -3922938.750000 Penalty: 1036.323120
	Iteration 48Q: 3 clusters Score -3922939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -3922934.750000 Penalty: 1036.323120
	Iteration 49Q: 3 clusters Score -3922935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -3922938.250000 Penalty: 1036.323120
	Iteration 50Q: 3 clusters Score -3922938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -3922946.250000 Penalty: 1036.323120
	Iteration 51Q: 3 clusters Score -3922946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -3922951.000000 Penalty: 1036.323120
	Iteration 52Q: 3 clusters Score -3922951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -3922957.250000 Penalty: 1036.323120
	Iteration 53Q: 3 clusters Score -3922957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -3922956.500000 Penalty: 1036.323120
	Iteration 54Q: 3 clusters Score -3922956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -3922957.250000 Penalty: 1036.323120
	Iteration 55Q: 3 clusters Score -3922957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -3922958.000000 Penalty: 1036.323120
	Iteration 56Q: 3 clusters Score -3922958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -3922953.250000 Penalty: 1036.323120
	Iteration 57Q: 3 clusters Score -3922953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -3922959.500000 Penalty: 1036.323120
	Iteration 58Q: 3 clusters Score -3922960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -3922953.750000 Penalty: 1036.323120
	Iteration 59Q: 3 clusters Score -3922954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -3922960.250000 Penalty: 1036.323120
	Iteration 60F: 3 clusters Score -3922960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -3922969.000000 Penalty: 1036.323120
	Iteration 61Q: 3 clusters Score -3922969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -3922965.500000 Penalty: 1036.323120
	Iteration 62Q: 3 clusters Score -3922966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -3922971.250000 Penalty: 1036.323120
	Iteration 63Q: 3 clusters Score -3922971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -3922965.750000 Penalty: 1036.323120
	Iteration 64Q: 3 clusters Score -3922966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -3922965.750000 Penalty: 1036.323120
	Iteration 65Q: 3 clusters Score -3922966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -3922955.000000 Penalty: 1036.323120
	Iteration 66Q: 3 clusters Score -3922955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -3922961.500000 Penalty: 1036.323120
	Iteration 67Q: 3 clusters Score -3922962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -3922967.750000 Penalty: 1036.323120
	Iteration 68Q: 3 clusters Score -3922968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -3922969.000000 Penalty: 1036.323120
	Iteration 69Q: 3 clusters Score -3922969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -3922978.000000 Penalty: 1036.323120
	Iteration 70Q: 3 clusters Score -3922978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -3922972.750000 Penalty: 1036.323120
	Iteration 71Q: 3 clusters Score -3922973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -3922974.500000 Penalty: 1036.323120
	Iteration 72Q: 3 clusters Score -3922974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -3922965.250000 Penalty: 1036.323120
	Iteration 73Q: 3 clusters Score -3922965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -3922966.000000 Penalty: 1036.323120
	Iteration 74Q: 3 clusters Score -3922966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -3922969.250000 Penalty: 1036.323120
	Iteration 75Q: 3 clusters Score -3922969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -3922969.000000 Penalty: 1036.323120
	Iteration 76Q: 3 clusters Score -3922969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -3922972.750000 Penalty: 1036.323120
	Iteration 77Q: 3 clusters Score -3922973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -3922967.750000 Penalty: 1036.323120
	Iteration 78Q: 3 clusters Score -3922968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -3922973.750000 Penalty: 1036.323120
	Iteration 79Q: 3 clusters Score -3922974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -3922959.250000 Penalty: 1036.323120
	Iteration 80F: 3 clusters Score -3922959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -3922956.250000 Penalty: 1036.323120
	Iteration 81Q: 3 clusters Score -3922956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -3922953.000000 Penalty: 1036.323120
	Iteration 82Q: 3 clusters Score -3922953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -3922965.250000 Penalty: 1036.323120
	Iteration 83Q: 3 clusters Score -3922965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -3922957.000000 Penalty: 1036.323120
	Iteration 84Q: 3 clusters Score -3922957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -3922965.750000 Penalty: 1036.323120
	Iteration 85Q: 3 clusters Score -3922966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -3922967.250000 Penalty: 1036.323120
	Iteration 86Q: 3 clusters Score -3922967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -3922964.750000 Penalty: 1036.323120
	Iteration 87Q: 3 clusters Score -3922965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -3922959.500000 Penalty: 1036.323120
	Iteration 88Q: 3 clusters Score -3922960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -3922973.000000 Penalty: 1036.323120
	Iteration 89Q: 3 clusters Score -3922973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -3922981.000000 Penalty: 1036.323120
	Iteration 90Q: 3 clusters Score -3922981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3922994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3922991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -3923002.000000 Penalty: 1036.323120
	Iteration 93Q: 3 clusters Score -3923002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -3923004.250000 Penalty: 1036.323120
	Iteration 94Q: 3 clusters Score -3923004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3922997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3923000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -3923001.250000 Penalty: 1036.323120
	Iteration 97Q: 3 clusters Score -3923001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3923000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -3923012.750000 Penalty: 1036.323120
	Iteration 99Q: 3 clusters Score -3923013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -3923020.000000 Penalty: 1036.323120
	Iteration 100F: 3 clusters Score -3923020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -3923011.500000 Penalty: 1036.323120
	Iteration 101Q: 3 clusters Score -3923012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3923010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3923010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -3923017.250000 Penalty: 1036.323120
	Iteration 104Q: 3 clusters Score -3923017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -3923016.750000 Penalty: 1036.323120
	Iteration 105Q: 3 clusters Score -3923017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -3923015.250000 Penalty: 1036.323120
	Iteration 106Q: 3 clusters Score -3923015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -3923021.750000 Penalty: 1036.323120
	Iteration 107Q: 3 clusters Score -3923022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3923015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -3923018.000000 Penalty: 1036.323120
	Iteration 109Q: 3 clusters Score -3923018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -3923025.750000 Penalty: 1036.323120
	Iteration 110Q: 3 clusters Score -3923026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -3923023.750000 Penalty: 1036.323120
	Iteration 111Q: 3 clusters Score -3923024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3923029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -3923022.500000 Penalty: 1036.323120
	Iteration 113Q: 3 clusters Score -3923022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3923013 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3923020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3923018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3923029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3923023 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3923020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3923016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3923016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -3923022.000000 Penalty: 1036.323120
	Iteration 122Q: 3 clusters Score -3923022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3923022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3923032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3923029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3923031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3923037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3923030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -3923025.500000 Penalty: 1036.323120
	Iteration 129Q: 3 clusters Score -3923026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3923030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3923038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3923029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3923047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3923050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3923044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3923037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3923036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3923044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3923050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -3923054.000000 Penalty: 1036.323120
	Iteration 140F: 3 clusters Score -3923054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3923050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3923053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3923048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3923054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3923055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3923050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -3923045.000000 Penalty: 1036.323120
	Iteration 147Q: 3 clusters Score -3923045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -3923041.500000 Penalty: 1036.323120
	Iteration 148Q: 3 clusters Score -3923042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -3923046.750000 Penalty: 1036.323120
	Iteration 149Q: 3 clusters Score -3923047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -3923052.500000 Penalty: 1036.323120
	Iteration 150Q: 3 clusters Score -3923052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3923052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3923052 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -3923055.500000 Penalty: 1036.323120
	Iteration 153Q: 3 clusters Score -3923056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3923050 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3923050 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3923061 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3923058 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3923061 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3923058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3923050 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3923052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -3923048.000000 Penalty: 1036.323120
	Iteration 162Q: 3 clusters Score -3923048 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -3923054.250000 Penalty: 1036.323120
	Iteration 163Q: 3 clusters Score -3923054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3923048 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3923048 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3923044 nChanged 12
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3923051 nChanged 17
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3923044 nChanged 15
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3923045 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3923047 nChanged 12
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3923052 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3923048 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3923052 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15415 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3923052 nChanged 13
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3923057 nChanged 16
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Mstep: Class 1 contains 15444 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3923052 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3923054 nChanged 11
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3923055 nChanged 10
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	Iteration 179Q: 3 clusters Score -3923054 nChanged 15
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Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3923060 nChanged 20
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3923053 nChanged 19
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3923053 nChanged 18
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3923058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -3923053.750000 Penalty: 1036.323120
	Iteration 184Q: 3 clusters Score -3923054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -3923059.250000 Penalty: 1036.323120
	Iteration 185Q: 3 clusters Score -3923059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -3923062.750000 Penalty: 1036.323120
	Iteration 186Q: 3 clusters Score -3923063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -3923062.750000 Penalty: 1036.323120
	Iteration 187Q: 3 clusters Score -3923063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -3923062.750000 Penalty: 1036.323120
	Iteration 188Q: 3 clusters Score -3923063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -3923060.750000 Penalty: 1036.323120
	Iteration 189Q: 3 clusters Score -3923061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -3923061.750000 Penalty: 1036.323120
	Iteration 190Q: 3 clusters Score -3923062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -3923065.250000 Penalty: 1036.323120
	Iteration 191Q: 3 clusters Score -3923065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -3923069.750000 Penalty: 1036.323120
	Iteration 192Q: 3 clusters Score -3923070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -3923070.750000 Penalty: 1036.323120
	Iteration 193Q: 3 clusters Score -3923071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -3923072.000000 Penalty: 1036.323120
	Iteration 194Q: 3 clusters Score -3923072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -3923069.250000 Penalty: 1036.323120
	Iteration 195Q: 3 clusters Score -3923069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -3923069.250000 Penalty: 1036.323120
	Iteration 196F: 3 clusters Score -3923069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -72502.210938 Penalty: 337.745178
	Iteration 0F: 2 clusters Score -72502.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -71270.125000 Penalty: 675.490356
	Iteration 0F: 3 clusters Score -71270.12 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -71648.312500 Penalty: 675.490356
	Iteration 1F: 3 clusters Score -71648.31 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -71688.421875 Penalty: 675.490356
	Iteration 2F: 3 clusters Score -71688.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -71714.390625 Penalty: 675.490356
	Iteration 3Q: 3 clusters Score -71714.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71734.703125 Penalty: 675.490356
	Iteration 4Q: 3 clusters Score -71734.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71750.195312 Penalty: 675.490356
	Iteration 5Q: 3 clusters Score -71750.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71765.312500 Penalty: 675.490356
	Iteration 6Q: 3 clusters Score -71765.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71782.812500 Penalty: 675.490356
	Iteration 7Q: 3 clusters Score -71782.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -71797.101562 Penalty: 675.490356
	Iteration 8Q: 3 clusters Score -71797.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -71808.398438 Penalty: 675.490356
	Iteration 9Q: 3 clusters Score -71808.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -71824.234375 Penalty: 675.490356
	Iteration 10Q: 3 clusters Score -71824.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71843.148438 Penalty: 675.490356
	Iteration 11Q: 3 clusters Score -71843.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71866.601562 Penalty: 675.490356
	Iteration 12Q: 3 clusters Score -71866.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71898.953125 Penalty: 675.490356
	Iteration 13Q: 3 clusters Score -71898.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71929.671875 Penalty: 675.490356
	Iteration 14Q: 3 clusters Score -71929.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71967.242188 Penalty: 675.490356
	Iteration 15Q: 3 clusters Score -71967.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72006.789062 Penalty: 675.490356
	Iteration 16Q: 3 clusters Score -72006.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72045.640625 Penalty: 675.490356
	Iteration 17Q: 3 clusters Score -72045.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72078.726562 Penalty: 675.490356
	Iteration 18Q: 3 clusters Score -72078.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -72107.367188 Penalty: 675.490356
	Iteration 19Q: 3 clusters Score -72107.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -72128.226562 Penalty: 675.490356
	Iteration 20F: 3 clusters Score -72128.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -72150.539062 Penalty: 675.490356
	Iteration 21Q: 3 clusters Score -72150.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -72169.281250 Penalty: 675.490356
	Iteration 22Q: 3 clusters Score -72169.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -72178.976562 Penalty: 675.490356
	Iteration 23Q: 3 clusters Score -72178.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -72188.578125 Penalty: 675.490356
	Iteration 24Q: 3 clusters Score -72188.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -72198.554688 Penalty: 675.490356
	Iteration 25Q: 3 clusters Score -72198.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -72201.906250 Penalty: 675.490356
	Iteration 26Q: 3 clusters Score -72201.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -72204.789062 Penalty: 675.490356
	Iteration 27Q: 3 clusters Score -72204.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -72207.906250 Penalty: 675.490356
	Iteration 28Q: 3 clusters Score -72207.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -72213.398438 Penalty: 675.490356
	Iteration 29Q: 3 clusters Score -72213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -72213.656250 Penalty: 675.490356
	Iteration 30Q: 3 clusters Score -72213.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -72213.656250 Penalty: 675.490356
	Iteration 31F: 3 clusters Score -72213.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -324193.656250 Penalty: 404.943939
	Iteration 0F: 2 clusters Score -324193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -319219.156250 Penalty: 809.887878
	Iteration 0F: 3 clusters Score -319219.2 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -321138.906250 Penalty: 809.887878
	Iteration 1F: 3 clusters Score -321138.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -321413.625000 Penalty: 809.887878
	Iteration 2F: 3 clusters Score -321413.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -321748.625000 Penalty: 809.887878
	Iteration 3F: 3 clusters Score -321748.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -322154.437500 Penalty: 809.887878
	Iteration 4F: 3 clusters Score -322154.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -322584.750000 Penalty: 809.887878
	Iteration 5F: 3 clusters Score -322584.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -322871.406250 Penalty: 809.887878
	Iteration 6F: 3 clusters Score -322871.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -322997.687500 Penalty: 809.887878
	Iteration 7Q: 3 clusters Score -322997.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -323078.500000 Penalty: 809.887878
	Iteration 8Q: 3 clusters Score -323078.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -323150.718750 Penalty: 809.887878
	Iteration 9Q: 3 clusters Score -323150.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -323234.687500 Penalty: 809.887878
	Iteration 10Q: 3 clusters Score -323234.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -323312.531250 Penalty: 809.887878
	Iteration 11Q: 3 clusters Score -323312.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -323354.468750 Penalty: 809.887878
	Iteration 12Q: 3 clusters Score -323354.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -323381.468750 Penalty: 809.887878
	Iteration 13Q: 3 clusters Score -323381.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -323406.906250 Penalty: 809.887878
	Iteration 14Q: 3 clusters Score -323406.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -323434.625000 Penalty: 809.887878
	Iteration 15Q: 3 clusters Score -323434.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -323456.593750 Penalty: 809.887878
	Iteration 16Q: 3 clusters Score -323456.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -323480.781250 Penalty: 809.887878
	Iteration 17Q: 3 clusters Score -323480.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -323504.843750 Penalty: 809.887878
	Iteration 18Q: 3 clusters Score -323504.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -323537.562500 Penalty: 809.887878
	Iteration 19Q: 3 clusters Score -323537.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -323562.750000 Penalty: 809.887878
	Iteration 20F: 3 clusters Score -323562.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -323576.843750 Penalty: 809.887878
	Iteration 21Q: 3 clusters Score -323576.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -323587.343750 Penalty: 809.887878
	Iteration 22Q: 3 clusters Score -323587.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -323595.625000 Penalty: 809.887878
	Iteration 23Q: 3 clusters Score -323595.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -323603.468750 Penalty: 809.887878
	Iteration 24Q: 3 clusters Score -323603.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -323608.406250 Penalty: 809.887878
	Iteration 25Q: 3 clusters Score -323608.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -323616.250000 Penalty: 809.887878
	Iteration 26Q: 3 clusters Score -323616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -323623.156250 Penalty: 809.887878
	Iteration 27Q: 3 clusters Score -323623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -323629.875000 Penalty: 809.887878
	Iteration 28Q: 3 clusters Score -323629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -323638.812500 Penalty: 809.887878
	Iteration 29Q: 3 clusters Score -323638.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -323649.687500 Penalty: 809.887878
	Iteration 30Q: 3 clusters Score -323649.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -323659.718750 Penalty: 809.887878
	Iteration 31Q: 3 clusters Score -323659.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -323670.062500 Penalty: 809.887878
	Iteration 32Q: 3 clusters Score -323670.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -323678.093750 Penalty: 809.887878
	Iteration 33Q: 3 clusters Score -323678.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -323688.250000 Penalty: 809.887878
	Iteration 34Q: 3 clusters Score -323688.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -323696.500000 Penalty: 809.887878
	Iteration 35Q: 3 clusters Score -323696.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -323705.718750 Penalty: 809.887878
	Iteration 36Q: 3 clusters Score -323705.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -323717.531250 Penalty: 809.887878
	Iteration 37Q: 3 clusters Score -323717.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -323728.656250 Penalty: 809.887878
	Iteration 38Q: 3 clusters Score -323728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -323738.500000 Penalty: 809.887878
	Iteration 39Q: 3 clusters Score -323738.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -323754.531250 Penalty: 809.887878
	Iteration 40F: 3 clusters Score -323754.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -323766.156250 Penalty: 809.887878
	Iteration 41Q: 3 clusters Score -323766.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -323773.781250 Penalty: 809.887878
	Iteration 42Q: 3 clusters Score -323773.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -323778.843750 Penalty: 809.887878
	Iteration 43Q: 3 clusters Score -323778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -323783.906250 Penalty: 809.887878
	Iteration 44Q: 3 clusters Score -323783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -323787.093750 Penalty: 809.887878
	Iteration 45Q: 3 clusters Score -323787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -323788.468750 Penalty: 809.887878
	Iteration 46Q: 3 clusters Score -323788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -323789.531250 Penalty: 809.887878
	Iteration 47Q: 3 clusters Score -323789.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -323791.593750 Penalty: 809.887878
	Iteration 48Q: 3 clusters Score -323791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -323792.750000 Penalty: 809.887878
	Iteration 49Q: 3 clusters Score -323792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -323794.156250 Penalty: 809.887878
	Iteration 50Q: 3 clusters Score -323794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -323795.906250 Penalty: 809.887878
	Iteration 51Q: 3 clusters Score -323795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -323796.031250 Penalty: 809.887878
	Iteration 52Q: 3 clusters Score -323796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -323797.718750 Penalty: 809.887878
	Iteration 53Q: 3 clusters Score -323797.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -323800.000000 Penalty: 809.887878
	Iteration 54Q: 3 clusters Score -323800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -323803.812500 Penalty: 809.887878
	Iteration 55Q: 3 clusters Score -323803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -323807.875000 Penalty: 809.887878
	Iteration 56Q: 3 clusters Score -323807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -323811.562500 Penalty: 809.887878
	Iteration 57Q: 3 clusters Score -323811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -323816.187500 Penalty: 809.887878
	Iteration 58Q: 3 clusters Score -323816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -323820.312500 Penalty: 809.887878
	Iteration 59Q: 3 clusters Score -323820.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -323822.156250 Penalty: 809.887878
	Iteration 60F: 3 clusters Score -323822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -323823.250000 Penalty: 809.887878
	Iteration 61Q: 3 clusters Score -323823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -323824.000000 Penalty: 809.887878
	Iteration 62Q: 3 clusters Score -323824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -323825.531250 Penalty: 809.887878
	Iteration 63Q: 3 clusters Score -323825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -323826.718750 Penalty: 809.887878
	Iteration 64Q: 3 clusters Score -323826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -323827.718750 Penalty: 809.887878
	Iteration 65Q: 3 clusters Score -323827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -323828.312500 Penalty: 809.887878
	Iteration 66Q: 3 clusters Score -323828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -323830.562500 Penalty: 809.887878
	Iteration 67Q: 3 clusters Score -323830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -323836.656250 Penalty: 809.887878
	Iteration 68Q: 3 clusters Score -323836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -323837.875000 Penalty: 809.887878
	Iteration 69Q: 3 clusters Score -323837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -323839.968750 Penalty: 809.887878
	Iteration 70Q: 3 clusters Score -323840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -323840.312500 Penalty: 809.887878
	Iteration 71Q: 3 clusters Score -323840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -323840.625000 Penalty: 809.887878
	Iteration 72Q: 3 clusters Score -323840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -323841.500000 Penalty: 809.887878
	Iteration 73Q: 3 clusters Score -323841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -323843.062500 Penalty: 809.887878
	Iteration 74Q: 3 clusters Score -323843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -323844.906250 Penalty: 809.887878
	Iteration 75Q: 3 clusters Score -323844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -323845.843750 Penalty: 809.887878
	Iteration 76Q: 3 clusters Score -323845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -323847.062500 Penalty: 809.887878
	Iteration 77Q: 3 clusters Score -323847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -323847.031250 Penalty: 809.887878
	Iteration 78Q: 3 clusters Score -323847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -323847.031250 Penalty: 809.887878
	Iteration 79F: 3 clusters Score -323847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -143340.609375 Penalty: 368.252533
	Iteration 0F: 2 clusters Score -143340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -141082.953125 Penalty: 736.505066
	Iteration 0F: 3 clusters Score -141083 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -141905.296875 Penalty: 736.505066
	Iteration 1F: 3 clusters Score -141905.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -141992.109375 Penalty: 736.505066
	Iteration 2F: 3 clusters Score -141992.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -142096.750000 Penalty: 736.505066
	Iteration 3F: 3 clusters Score -142096.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -142231.531250 Penalty: 736.505066
	Iteration 4F: 3 clusters Score -142231.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142398.968750 Penalty: 736.505066
	Iteration 5F: 3 clusters Score -142399 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142584.984375 Penalty: 736.505066
	Iteration 6F: 3 clusters Score -142585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -142743.843750 Penalty: 736.505066
	Iteration 7F: 3 clusters Score -142743.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -142864.437500 Penalty: 736.505066
	Iteration 8Q: 3 clusters Score -142864.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -142943.906250 Penalty: 736.505066
	Iteration 9Q: 3 clusters Score -142943.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -142985.375000 Penalty: 736.505066
	Iteration 10Q: 3 clusters Score -142985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -142996.828125 Penalty: 736.505066
	Iteration 11Q: 3 clusters Score -142996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -143000.937500 Penalty: 736.505066
	Iteration 12Q: 3 clusters Score -143000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -143008.218750 Penalty: 736.505066
	Iteration 13Q: 3 clusters Score -143008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -143011.156250 Penalty: 736.505066
	Iteration 14Q: 3 clusters Score -143011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -143012.109375 Penalty: 736.505066
	Iteration 15Q: 3 clusters Score -143012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -143012.468750 Penalty: 736.505066
	Iteration 16Q: 3 clusters Score -143012.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -143012.468750 Penalty: 736.505066
	Iteration 17F: 3 clusters Score -143012.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Entering Unmasked Estep 
Score: -895450.250000 Penalty: 451.090698
	Iteration 0F: 2 clusters Score -895450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -882077.625000 Penalty: 902.181396
	Iteration 0F: 3 clusters Score -882077.6 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -888161.562500 Penalty: 902.181396
	Iteration 1F: 3 clusters Score -888161.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -888933.562500 Penalty: 902.181396
	Iteration 2F: 3 clusters Score -888933.6 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -889865.312500 Penalty: 902.181396
	Iteration 3F: 3 clusters Score -889865.3 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -890907.500000 Penalty: 902.181396
	Iteration 4F: 3 clusters Score -890907.5 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -892043.625000 Penalty: 902.181396
	Iteration 5F: 3 clusters Score -892043.6 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -893127.562500 Penalty: 902.181396
	Iteration 6F: 3 clusters Score -893127.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -894088.750000 Penalty: 902.181396
	Iteration 7Q: 3 clusters Score -894088.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -894593.937500 Penalty: 902.181396
	Iteration 8Q: 3 clusters Score -894593.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -894778.437500 Penalty: 902.181396
	Iteration 9Q: 3 clusters Score -894778.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -894884.062500 Penalty: 902.181396
	Iteration 10Q: 3 clusters Score -894884.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -894948.312500 Penalty: 902.181396
	Iteration 11Q: 3 clusters Score -894948.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -894987.625000 Penalty: 902.181396
	Iteration 12Q: 3 clusters Score -894987.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -895013.250000 Penalty: 902.181396
	Iteration 13Q: 3 clusters Score -895013.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -895031.312500 Penalty: 902.181396
	Iteration 14Q: 3 clusters Score -895031.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -895055.000000 Penalty: 902.181396
	Iteration 15Q: 3 clusters Score -895055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -895078.812500 Penalty: 902.181396
	Iteration 16Q: 3 clusters Score -895078.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -895093.625000 Penalty: 902.181396
	Iteration 17Q: 3 clusters Score -895093.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -895099.875000 Penalty: 902.181396
	Iteration 18Q: 3 clusters Score -895099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -895105.375000 Penalty: 902.181396
	Iteration 19Q: 3 clusters Score -895105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -895108.500000 Penalty: 902.181396
	Iteration 20F: 3 clusters Score -895108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -895109.375000 Penalty: 902.181396
	Iteration 21Q: 3 clusters Score -895109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -895109.125000 Penalty: 902.181396
	Iteration 22Q: 3 clusters Score -895109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -895109.875000 Penalty: 902.181396
	Iteration 23Q: 3 clusters Score -895109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -895110.812500 Penalty: 902.181396
	Iteration 24Q: 3 clusters Score -895110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -895110.687500 Penalty: 902.181396
	Iteration 25Q: 3 clusters Score -895110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -895110.312500 Penalty: 902.181396
	Iteration 26Q: 3 clusters Score -895110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -895111.250000 Penalty: 902.181396
	Iteration 27Q: 3 clusters Score -895111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -895110.875000 Penalty: 902.181396
	Iteration 28Q: 3 clusters Score -895110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -895110.750000 Penalty: 902.181396
	Iteration 29Q: 3 clusters Score -895110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -895110.750000 Penalty: 902.181396
	Iteration 30F: 3 clusters Score -895110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Entering Unmasked Estep 
Score: -1486050.250000 Penalty: 477.999298
	Iteration 0F: 2 clusters Score -1486050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1461558.125000 Penalty: 955.998596
	Iteration 0F: 3 clusters Score -1461558 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1472482.125000 Penalty: 955.998596
	Iteration 1F: 3 clusters Score -1472482 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1473837.000000 Penalty: 955.998596
	Iteration 2F: 3 clusters Score -1473837 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1476054.125000 Penalty: 955.998596
	Iteration 3F: 3 clusters Score -1476054 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1479119.250000 Penalty: 955.998596
	Iteration 4F: 3 clusters Score -1479119 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1482256.000000 Penalty: 955.998596
	Iteration 5F: 3 clusters Score -1482256 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1484198.375000 Penalty: 955.998596
	Iteration 6F: 3 clusters Score -1484198 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1485056.250000 Penalty: 955.998596
	Iteration 7Q: 3 clusters Score -1485056 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1485384.000000 Penalty: 955.998596
	Iteration 8Q: 3 clusters Score -1485384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1485504.875000 Penalty: 955.998596
	Iteration 9Q: 3 clusters Score -1485505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1485575.625000 Penalty: 955.998596
	Iteration 10Q: 3 clusters Score -1485576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1485597.500000 Penalty: 955.998596
	Iteration 11Q: 3 clusters Score -1485598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1485613.750000 Penalty: 955.998596
	Iteration 12Q: 3 clusters Score -1485614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1485620.375000 Penalty: 955.998596
	Iteration 13Q: 3 clusters Score -1485620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1485623.500000 Penalty: 955.998596
	Iteration 14Q: 3 clusters Score -1485624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1485632.250000 Penalty: 955.998596
	Iteration 15Q: 3 clusters Score -1485632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1485637.000000 Penalty: 955.998596
	Iteration 16Q: 3 clusters Score -1485637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1485643.125000 Penalty: 955.998596
	Iteration 17Q: 3 clusters Score -1485643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1485648.500000 Penalty: 955.998596
	Iteration 18Q: 3 clusters Score -1485648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1485651.625000 Penalty: 955.998596
	Iteration 19Q: 3 clusters Score -1485652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1485653.875000 Penalty: 955.998596
	Iteration 20F: 3 clusters Score -1485654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1485657.375000 Penalty: 955.998596
	Iteration 21Q: 3 clusters Score -1485657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1485657.750000 Penalty: 955.998596
	Iteration 22Q: 3 clusters Score -1485658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1485657.250000 Penalty: 955.998596
	Iteration 23Q: 3 clusters Score -1485657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1485657.500000 Penalty: 955.998596
	Iteration 24Q: 3 clusters Score -1485658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1485659.875000 Penalty: 955.998596
	Iteration 25Q: 3 clusters Score -1485660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1485662.125000 Penalty: 955.998596
	Iteration 26Q: 3 clusters Score -1485662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1485664.000000 Penalty: 955.998596
	Iteration 27Q: 3 clusters Score -1485664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1485663.375000 Penalty: 955.998596
	Iteration 28Q: 3 clusters Score -1485663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1485665.375000 Penalty: 955.998596
	Iteration 29Q: 3 clusters Score -1485665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1485664.750000 Penalty: 955.998596
	Iteration 30Q: 3 clusters Score -1485665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1485665.250000 Penalty: 955.998596
	Iteration 31Q: 3 clusters Score -1485665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1485663.375000 Penalty: 955.998596
	Iteration 32Q: 3 clusters Score -1485663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1485666.000000 Penalty: 955.998596
	Iteration 33Q: 3 clusters Score -1485666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1485666.000000 Penalty: 955.998596
	Iteration 34F: 3 clusters Score -1485666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Entering Unmasked Estep 
Score: -6664797.500000 Penalty: 542.223938
	Iteration 0F: 2 clusters Score -6664798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -6563221.000000 Penalty: 1084.447876
	Iteration 0F: 3 clusters Score -6563221 nChanged 73682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -6609927.000000 Penalty: 1084.447876
	Iteration 1F: 3 clusters Score -6609927 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -6613364.000000 Penalty: 1084.447876
	Iteration 2F: 3 clusters Score -6613364 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6618509.000000 Penalty: 1084.447876
	Iteration 3F: 3 clusters Score -6618509 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -6626074.000000 Penalty: 1084.447876
	Iteration 4F: 3 clusters Score -6626074 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118625 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -6636027.000000 Penalty: 1084.447876
	Iteration 5F: 3 clusters Score -6636027 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6645714.000000 Penalty: 1084.447876
	Iteration 6F: 3 clusters Score -6645714 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136651 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -6653074.000000 Penalty: 1084.447876
	Iteration 7F: 3 clusters Score -6653074 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141958 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -6657926.000000 Penalty: 1084.447876
	Iteration 8Q: 3 clusters Score -6657926 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6660804.000000 Penalty: 1084.447876
	Iteration 9Q: 3 clusters Score -6660804 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147265 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6662532.500000 Penalty: 1084.447876
	Iteration 10Q: 3 clusters Score -6662532 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6663392.000000 Penalty: 1084.447876
	Iteration 11Q: 3 clusters Score -6663392 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6663859.500000 Penalty: 1084.447876
	Iteration 12Q: 3 clusters Score -6663860 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6664092.000000 Penalty: 1084.447876
	Iteration 13Q: 3 clusters Score -6664092 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149538 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6664218.000000 Penalty: 1084.447876
	Iteration 14Q: 3 clusters Score -6664218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6664287.500000 Penalty: 1084.447876
	Iteration 15Q: 3 clusters Score -6664288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6664308.500000 Penalty: 1084.447876
	Iteration 16Q: 3 clusters Score -6664308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6664316.500000 Penalty: 1084.447876
	Iteration 17Q: 3 clusters Score -6664316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6664323.500000 Penalty: 1084.447876
	Iteration 18Q: 3 clusters Score -6664324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6664338.000000 Penalty: 1084.447876
	Iteration 19Q: 3 clusters Score -6664338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6664338.000000 Penalty: 1084.447876
	Iteration 20F: 3 clusters Score -6664338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6664346.000000 Penalty: 1084.447876
	Iteration 21Q: 3 clusters Score -6664346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6664347.500000 Penalty: 1084.447876
	Iteration 22Q: 3 clusters Score -6664348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6664347.000000 Penalty: 1084.447876
	Iteration 23Q: 3 clusters Score -6664347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6664352.500000 Penalty: 1084.447876
	Iteration 24Q: 3 clusters Score -6664352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149720 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6664355.000000 Penalty: 1084.447876
	Iteration 25Q: 3 clusters Score -6664355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149721 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6664349.000000 Penalty: 1084.447876
	Iteration 26Q: 3 clusters Score -6664349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6664350.000000 Penalty: 1084.447876
	Iteration 27Q: 3 clusters Score -6664350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6664351.500000 Penalty: 1084.447876
	Iteration 28Q: 3 clusters Score -6664352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6664352.500000 Penalty: 1084.447876
	Iteration 29Q: 3 clusters Score -6664352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149726 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6664351.500000 Penalty: 1084.447876
	Iteration 30Q: 3 clusters Score -6664352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149726 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6664351.500000 Penalty: 1084.447876
	Iteration 31F: 3 clusters Score -6664352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -484480.031250 Penalty: 424.591095
	Iteration 0F: 2 clusters Score -484480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -477000.250000 Penalty: 849.182190
	Iteration 0F: 3 clusters Score -477000.2 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -480058.875000 Penalty: 849.182190
	Iteration 1F: 3 clusters Score -480058.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -480307.406250 Penalty: 849.182190
	Iteration 2Q: 3 clusters Score -480307.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -480571.531250 Penalty: 849.182190
	Iteration 3Q: 3 clusters Score -480571.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -480889.218750 Penalty: 849.182190
	Iteration 4F: 3 clusters Score -480889.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -481294.687500 Penalty: 849.182190
	Iteration 5F: 3 clusters Score -481294.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -481737.593750 Penalty: 849.182190
	Iteration 6F: 3 clusters Score -481737.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -482123.718750 Penalty: 849.182190
	Iteration 7F: 3 clusters Score -482123.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -482366.875000 Penalty: 849.182190
	Iteration 8Q: 3 clusters Score -482366.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -482495.312500 Penalty: 849.182190
	Iteration 9Q: 3 clusters Score -482495.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -482602.968750 Penalty: 849.182190
	Iteration 10Q: 3 clusters Score -482603 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -482708.500000 Penalty: 849.182190
	Iteration 11Q: 3 clusters Score -482708.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -482798.593750 Penalty: 849.182190
	Iteration 12Q: 3 clusters Score -482798.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -482899.031250 Penalty: 849.182190
	Iteration 13Q: 3 clusters Score -482899 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -483018.031250 Penalty: 849.182190
	Iteration 14Q: 3 clusters Score -483018 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -483142.625000 Penalty: 849.182190
	Iteration 15Q: 3 clusters Score -483142.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -483295.750000 Penalty: 849.182190
	Iteration 16Q: 3 clusters Score -483295.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -483462.625000 Penalty: 849.182190
	Iteration 17Q: 3 clusters Score -483462.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -483644.625000 Penalty: 849.182190
	Iteration 18Q: 3 clusters Score -483644.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -483843.250000 Penalty: 849.182190
	Iteration 19Q: 3 clusters Score -483843.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -484003.781250 Penalty: 849.182190
	Iteration 20F: 3 clusters Score -484003.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -484105.625000 Penalty: 849.182190
	Iteration 21Q: 3 clusters Score -484105.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -484166.468750 Penalty: 849.182190
	Iteration 22Q: 3 clusters Score -484166.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -484206.781250 Penalty: 849.182190
	Iteration 23Q: 3 clusters Score -484206.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -484238.343750 Penalty: 849.182190
	Iteration 24Q: 3 clusters Score -484238.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -484272.218750 Penalty: 849.182190
	Iteration 25Q: 3 clusters Score -484272.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -484286.312500 Penalty: 849.182190
	Iteration 26Q: 3 clusters Score -484286.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -484295.531250 Penalty: 849.182190
	Iteration 27Q: 3 clusters Score -484295.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -484301.062500 Penalty: 849.182190
	Iteration 28Q: 3 clusters Score -484301.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -484303.343750 Penalty: 849.182190
	Iteration 29Q: 3 clusters Score -484303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -484307.593750 Penalty: 849.182190
	Iteration 30Q: 3 clusters Score -484307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -484308.000000 Penalty: 849.182190
	Iteration 31Q: 3 clusters Score -484308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -484307.906250 Penalty: 849.182190
	Iteration 32Q: 3 clusters Score -484307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -484308.937500 Penalty: 849.182190
	Iteration 33Q: 3 clusters Score -484308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -484310.187500 Penalty: 849.182190
	Iteration 34Q: 3 clusters Score -484310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -484310.093750 Penalty: 849.182190
	Iteration 35Q: 3 clusters Score -484310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -484311.250000 Penalty: 849.182190
	Iteration 36Q: 3 clusters Score -484311.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -484312.781250 Penalty: 849.182190
	Iteration 37Q: 3 clusters Score -484312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -484315.718750 Penalty: 849.182190
	Iteration 38Q: 3 clusters Score -484315.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -484315.187500 Penalty: 849.182190
	Iteration 39Q: 3 clusters Score -484315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -484318.343750 Penalty: 849.182190
	Iteration 40F: 3 clusters Score -484318.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -484321.062500 Penalty: 849.182190
	Iteration 41Q: 3 clusters Score -484321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -484323.875000 Penalty: 849.182190
	Iteration 42Q: 3 clusters Score -484323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -484329.406250 Penalty: 849.182190
	Iteration 43Q: 3 clusters Score -484329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -484331.812500 Penalty: 849.182190
	Iteration 44Q: 3 clusters Score -484331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -484332.843750 Penalty: 849.182190
	Iteration 45Q: 3 clusters Score -484332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -484333.375000 Penalty: 849.182190
	Iteration 46Q: 3 clusters Score -484333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -484335.312500 Penalty: 849.182190
	Iteration 47Q: 3 clusters Score -484335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -484336.093750 Penalty: 849.182190
	Iteration 48Q: 3 clusters Score -484336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -484336.312500 Penalty: 849.182190
	Iteration 49Q: 3 clusters Score -484336.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -484336.343750 Penalty: 849.182190
	Iteration 50Q: 3 clusters Score -484336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -484336.656250 Penalty: 849.182190
	Iteration 51Q: 3 clusters Score -484336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -484336.468750 Penalty: 849.182190
	Iteration 52Q: 3 clusters Score -484336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -484337.687500 Penalty: 849.182190
	Iteration 53Q: 3 clusters Score -484337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -484337.656250 Penalty: 849.182190
	Iteration 54Q: 3 clusters Score -484337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -484337.875000 Penalty: 849.182190
	Iteration 55Q: 3 clusters Score -484337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -484337.343750 Penalty: 849.182190
	Iteration 56Q: 3 clusters Score -484337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -484337.281250 Penalty: 849.182190
	Iteration 57Q: 3 clusters Score -484337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -484338.062500 Penalty: 849.182190
	Iteration 58Q: 3 clusters Score -484338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -484338.562500 Penalty: 849.182190
	Iteration 59Q: 3 clusters Score -484338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -484338.437500 Penalty: 849.182190
	Iteration 60F: 3 clusters Score -484338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -484340.812500 Penalty: 849.182190
	Iteration 61Q: 3 clusters Score -484340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -484340.750000 Penalty: 849.182190
	Iteration 62Q: 3 clusters Score -484340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -484340.750000 Penalty: 849.182190
	Iteration 63Q: 3 clusters Score -484340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -484340.750000 Penalty: 849.182190
	Iteration 64Q: 3 clusters Score -484340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -484340.750000 Penalty: 849.182190
	Iteration 65F: 3 clusters Score -484340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Entering Unmasked Estep 
Score: -2449901.250000 Penalty: 495.159302
	Iteration 0F: 2 clusters Score -2449901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2414160.250000 Penalty: 990.318604
	Iteration 0F: 3 clusters Score -2414160 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -2429717.250000 Penalty: 990.318604
	Iteration 1F: 3 clusters Score -2429717 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -2430864.000000 Penalty: 990.318604
	Iteration 2Q: 3 clusters Score -2430864 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -2432821.250000 Penalty: 990.318604
	Iteration 3F: 3 clusters Score -2432821 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -2435542.750000 Penalty: 990.318604
	Iteration 4F: 3 clusters Score -2435543 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -2438581.250000 Penalty: 990.318604
	Iteration 5F: 3 clusters Score -2438581 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -2441024.750000 Penalty: 990.318604
	Iteration 6F: 3 clusters Score -2441025 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -2442843.250000 Penalty: 990.318604
	Iteration 7Q: 3 clusters Score -2442843 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -2444224.000000 Penalty: 990.318604
	Iteration 8Q: 3 clusters Score -2444224 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -2445312.000000 Penalty: 990.318604
	Iteration 9Q: 3 clusters Score -2445312 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -2446278.750000 Penalty: 990.318604
	Iteration 10Q: 3 clusters Score -2446279 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -2447137.750000 Penalty: 990.318604
	Iteration 11Q: 3 clusters Score -2447138 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -2447912.250000 Penalty: 990.318604
	Iteration 12Q: 3 clusters Score -2447912 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -2448573.250000 Penalty: 990.318604
	Iteration 13Q: 3 clusters Score -2448573 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -2448982.250000 Penalty: 990.318604
	Iteration 14Q: 3 clusters Score -2448982 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -2449240.000000 Penalty: 990.318604
	Iteration 15Q: 3 clusters Score -2449240 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -2449368.750000 Penalty: 990.318604
	Iteration 16Q: 3 clusters Score -2449369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -2449412.750000 Penalty: 990.318604
	Iteration 17Q: 3 clusters Score -2449413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -2449438.000000 Penalty: 990.318604
	Iteration 18Q: 3 clusters Score -2449438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -2449451.250000 Penalty: 990.318604
	Iteration 19Q: 3 clusters Score -2449451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -2449459.250000 Penalty: 990.318604
	Iteration 20F: 3 clusters Score -2449459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -2449465.500000 Penalty: 990.318604
	Iteration 21Q: 3 clusters Score -2449466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -2449464.500000 Penalty: 990.318604
	Iteration 22Q: 3 clusters Score -2449464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -2449464.500000 Penalty: 990.318604
	Iteration 23F: 3 clusters Score -2449464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -180047.640625 Penalty: 380.116241
	Iteration 0F: 2 clusters Score -180047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -177143.125000 Penalty: 760.232483
	Iteration 0F: 3 clusters Score -177143.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -178180.328125 Penalty: 760.232483
	Iteration 1F: 3 clusters Score -178180.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -178341.593750 Penalty: 760.232483
	Iteration 2F: 3 clusters Score -178341.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -178510.328125 Penalty: 760.232483
	Iteration 3F: 3 clusters Score -178510.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -178707.843750 Penalty: 760.232483
	Iteration 4F: 3 clusters Score -178707.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -178914.578125 Penalty: 760.232483
	Iteration 5F: 3 clusters Score -178914.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -179105.156250 Penalty: 760.232483
	Iteration 6F: 3 clusters Score -179105.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -179267.296875 Penalty: 760.232483
	Iteration 7Q: 3 clusters Score -179267.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -179360.343750 Penalty: 760.232483
	Iteration 8Q: 3 clusters Score -179360.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -179416.781250 Penalty: 760.232483
	Iteration 9Q: 3 clusters Score -179416.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -179445.281250 Penalty: 760.232483
	Iteration 10Q: 3 clusters Score -179445.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -179473.703125 Penalty: 760.232483
	Iteration 11Q: 3 clusters Score -179473.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -179499.421875 Penalty: 760.232483
	Iteration 12Q: 3 clusters Score -179499.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -179522.250000 Penalty: 760.232483
	Iteration 13Q: 3 clusters Score -179522.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -179543.625000 Penalty: 760.232483
	Iteration 14Q: 3 clusters Score -179543.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -179563.234375 Penalty: 760.232483
	Iteration 15Q: 3 clusters Score -179563.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -179576.734375 Penalty: 760.232483
	Iteration 16Q: 3 clusters Score -179576.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -179587.828125 Penalty: 760.232483
	Iteration 17Q: 3 clusters Score -179587.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -179596.953125 Penalty: 760.232483
	Iteration 18Q: 3 clusters Score -179597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -179606.531250 Penalty: 760.232483
	Iteration 19Q: 3 clusters Score -179606.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -179614.609375 Penalty: 760.232483
	Iteration 20F: 3 clusters Score -179614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -179628.906250 Penalty: 760.232483
	Iteration 21Q: 3 clusters Score -179628.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -179645.750000 Penalty: 760.232483
	Iteration 22Q: 3 clusters Score -179645.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -179655.640625 Penalty: 760.232483
	Iteration 23Q: 3 clusters Score -179655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -179664.218750 Penalty: 760.232483
	Iteration 24Q: 3 clusters Score -179664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -179679.109375 Penalty: 760.232483
	Iteration 25Q: 3 clusters Score -179679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -179694.046875 Penalty: 760.232483
	Iteration 26Q: 3 clusters Score -179694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -179705.656250 Penalty: 760.232483
	Iteration 27Q: 3 clusters Score -179705.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -179717.921875 Penalty: 760.232483
	Iteration 28Q: 3 clusters Score -179717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -179725.593750 Penalty: 760.232483
	Iteration 29Q: 3 clusters Score -179725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -179727.843750 Penalty: 760.232483
	Iteration 30Q: 3 clusters Score -179727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -179730.187500 Penalty: 760.232483
	Iteration 31Q: 3 clusters Score -179730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -179735.000000 Penalty: 760.232483
	Iteration 32Q: 3 clusters Score -179735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -179738.515625 Penalty: 760.232483
	Iteration 33Q: 3 clusters Score -179738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -179739.375000 Penalty: 760.232483
	Iteration 34Q: 3 clusters Score -179739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -179739.609375 Penalty: 760.232483
	Iteration 35Q: 3 clusters Score -179739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -179739.609375 Penalty: 760.232483
	Iteration 36F: 3 clusters Score -179739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Entering Unmasked Estep 
Score: -1558966.000000 Penalty: 476.129639
	Iteration 0F: 2 clusters Score -1558966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1535362.250000 Penalty: 952.259277
	Iteration 0F: 3 clusters Score -1535362 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1545445.500000 Penalty: 952.259277
	Iteration 1F: 3 clusters Score -1545446 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1545829.500000 Penalty: 952.259277
	Iteration 2Q: 3 clusters Score -1545830 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1546280.250000 Penalty: 952.259277
	Iteration 3Q: 3 clusters Score -1546280 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1546919.625000 Penalty: 952.259277
	Iteration 4Q: 3 clusters Score -1546920 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1547763.750000 Penalty: 952.259277
	Iteration 5F: 3 clusters Score -1547764 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1548936.000000 Penalty: 952.259277
	Iteration 6F: 3 clusters Score -1548936 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1550607.750000 Penalty: 952.259277
	Iteration 7F: 3 clusters Score -1550608 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -1552361.125000 Penalty: 952.259277
	Iteration 8F: 3 clusters Score -1552361 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -1553481.375000 Penalty: 952.259277
	Iteration 9Q: 3 clusters Score -1553481 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -1554061.125000 Penalty: 952.259277
	Iteration 10Q: 3 clusters Score -1554061 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -1554513.875000 Penalty: 952.259277
	Iteration 11Q: 3 clusters Score -1554514 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -1554971.125000 Penalty: 952.259277
	Iteration 12Q: 3 clusters Score -1554971 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -1555448.625000 Penalty: 952.259277
	Iteration 13Q: 3 clusters Score -1555449 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -1555938.875000 Penalty: 952.259277
	Iteration 14Q: 3 clusters Score -1555939 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -1556418.125000 Penalty: 952.259277
	Iteration 15Q: 3 clusters Score -1556418 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -1556897.625000 Penalty: 952.259277
	Iteration 16Q: 3 clusters Score -1556898 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -1557330.625000 Penalty: 952.259277
	Iteration 17Q: 3 clusters Score -1557331 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -1557703.375000 Penalty: 952.259277
	Iteration 18Q: 3 clusters Score -1557703 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -1558043.125000 Penalty: 952.259277
	Iteration 19Q: 3 clusters Score -1558043 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -1558264.000000 Penalty: 952.259277
	Iteration 20F: 3 clusters Score -1558264 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -1558389.625000 Penalty: 952.259277
	Iteration 21Q: 3 clusters Score -1558390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -1558454.125000 Penalty: 952.259277
	Iteration 22Q: 3 clusters Score -1558454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -1558505.875000 Penalty: 952.259277
	Iteration 23Q: 3 clusters Score -1558506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -1558543.250000 Penalty: 952.259277
	Iteration 24Q: 3 clusters Score -1558543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -1558567.500000 Penalty: 952.259277
	Iteration 25Q: 3 clusters Score -1558568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -1558584.000000 Penalty: 952.259277
	Iteration 26Q: 3 clusters Score -1558584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -1558593.375000 Penalty: 952.259277
	Iteration 27Q: 3 clusters Score -1558593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -1558598.375000 Penalty: 952.259277
	Iteration 28Q: 3 clusters Score -1558598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -1558605.125000 Penalty: 952.259277
	Iteration 29Q: 3 clusters Score -1558605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -1558605.750000 Penalty: 952.259277
	Iteration 30Q: 3 clusters Score -1558606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -1558605.750000 Penalty: 952.259277
	Iteration 31Q: 3 clusters Score -1558606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -1558607.500000 Penalty: 952.259277
	Iteration 32Q: 3 clusters Score -1558608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -1558608.250000 Penalty: 952.259277
	Iteration 33Q: 3 clusters Score -1558608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -1558609.375000 Penalty: 952.259277
	Iteration 34Q: 3 clusters Score -1558609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -1558608.625000 Penalty: 952.259277
	Iteration 35Q: 3 clusters Score -1558609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -1558608.375000 Penalty: 952.259277
	Iteration 36Q: 3 clusters Score -1558608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -1558609.000000 Penalty: 952.259277
	Iteration 37Q: 3 clusters Score -1558609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -1558609.750000 Penalty: 952.259277
	Iteration 38Q: 3 clusters Score -1558610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -1558609.750000 Penalty: 952.259277
	Iteration 39Q: 3 clusters Score -1558610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -1558610.625000 Penalty: 952.259277
	Iteration 40F: 3 clusters Score -1558611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -1558611.625000 Penalty: 952.259277
	Iteration 41Q: 3 clusters Score -1558612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -1558611.000000 Penalty: 952.259277
	Iteration 42Q: 3 clusters Score -1558611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -1558612.000000 Penalty: 952.259277
	Iteration 43Q: 3 clusters Score -1558612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -1558610.750000 Penalty: 952.259277
	Iteration 44Q: 3 clusters Score -1558611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -1558611.250000 Penalty: 952.259277
	Iteration 45Q: 3 clusters Score -1558611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -1558612.625000 Penalty: 952.259277
	Iteration 46Q: 3 clusters Score -1558613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -1558612.375000 Penalty: 952.259277
	Iteration 47Q: 3 clusters Score -1558612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -1558611.375000 Penalty: 952.259277
	Iteration 48Q: 3 clusters Score -1558611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -1558611.125000 Penalty: 952.259277
	Iteration 49Q: 3 clusters Score -1558611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -1558612.125000 Penalty: 952.259277
	Iteration 50Q: 3 clusters Score -1558612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -1558612.125000 Penalty: 952.259277
	Iteration 51F: 3 clusters Score -1558612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -35832.929688 Penalty: 307.068573
	Iteration 0F: 2 clusters Score -35832.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35121.777344 Penalty: 614.137146
	Iteration 0F: 3 clusters Score -35121.78 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35300.824219 Penalty: 614.137146
	Iteration 1F: 3 clusters Score -35300.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35335.468750 Penalty: 614.137146
	Iteration 2F: 3 clusters Score -35335.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35372.250000 Penalty: 614.137146
	Iteration 3F: 3 clusters Score -35372.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35415.039062 Penalty: 614.137146
	Iteration 4F: 3 clusters Score -35415.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35446.316406 Penalty: 614.137146
	Iteration 5F: 3 clusters Score -35446.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -35479.324219 Penalty: 614.137146
	Iteration 6Q: 3 clusters Score -35479.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -35511.347656 Penalty: 614.137146
	Iteration 7Q: 3 clusters Score -35511.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35547.835938 Penalty: 614.137146
	Iteration 8Q: 3 clusters Score -35547.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35574.281250 Penalty: 614.137146
	Iteration 9Q: 3 clusters Score -35574.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -35591.992188 Penalty: 614.137146
	Iteration 10Q: 3 clusters Score -35591.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35610.425781 Penalty: 614.137146
	Iteration 11Q: 3 clusters Score -35610.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35632.554688 Penalty: 614.137146
	Iteration 12Q: 3 clusters Score -35632.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -35645.761719 Penalty: 614.137146
	Iteration 13Q: 3 clusters Score -35645.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35652.050781 Penalty: 614.137146
	Iteration 14Q: 3 clusters Score -35652.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -35657.265625 Penalty: 614.137146
	Iteration 15Q: 3 clusters Score -35657.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35660.660156 Penalty: 614.137146
	Iteration 16Q: 3 clusters Score -35660.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -35661.617188 Penalty: 614.137146
	Iteration 17Q: 3 clusters Score -35661.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35664.437500 Penalty: 614.137146
	Iteration 18Q: 3 clusters Score -35664.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35664.566406 Penalty: 614.137146
	Iteration 19Q: 3 clusters Score -35664.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35664.566406 Penalty: 614.137146
	Iteration 20F: 3 clusters Score -35664.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -360244.312500 Penalty: 410.135223
	Iteration 0F: 2 clusters Score -360244.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -354754.718750 Penalty: 820.270447
	Iteration 0F: 3 clusters Score -354754.7 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -356829.156250 Penalty: 820.270447
	Iteration 1F: 3 clusters Score -356829.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -356922.968750 Penalty: 820.270447
	Iteration 2Q: 3 clusters Score -356923 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -356998.937500 Penalty: 820.270447
	Iteration 3Q: 3 clusters Score -356998.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -357069.031250 Penalty: 820.270447
	Iteration 4Q: 3 clusters Score -357069 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -357131.625000 Penalty: 820.270447
	Iteration 5Q: 3 clusters Score -357131.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -357200.875000 Penalty: 820.270447
	Iteration 6Q: 3 clusters Score -357200.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -357268.718750 Penalty: 820.270447
	Iteration 7Q: 3 clusters Score -357268.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -357338.093750 Penalty: 820.270447
	Iteration 8Q: 3 clusters Score -357338.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -357431.937500 Penalty: 820.270447
	Iteration 9Q: 3 clusters Score -357431.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -357559.468750 Penalty: 820.270447
	Iteration 10Q: 3 clusters Score -357559.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -357754.500000 Penalty: 820.270447
	Iteration 11Q: 3 clusters Score -357754.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -358016.500000 Penalty: 820.270447
	Iteration 12Q: 3 clusters Score -358016.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -358277.343750 Penalty: 820.270447
	Iteration 13Q: 3 clusters Score -358277.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -358437.093750 Penalty: 820.270447
	Iteration 14Q: 3 clusters Score -358437.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -358496.062500 Penalty: 820.270447
	Iteration 15Q: 3 clusters Score -358496.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -358526.375000 Penalty: 820.270447
	Iteration 16Q: 3 clusters Score -358526.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -358543.625000 Penalty: 820.270447
	Iteration 17Q: 3 clusters Score -358543.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -358557.468750 Penalty: 820.270447
	Iteration 18Q: 3 clusters Score -358557.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -358569.156250 Penalty: 820.270447
	Iteration 19Q: 3 clusters Score -358569.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -358584.062500 Penalty: 820.270447
	Iteration 20F: 3 clusters Score -358584.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -358601.875000 Penalty: 820.270447
	Iteration 21Q: 3 clusters Score -358601.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -358616.156250 Penalty: 820.270447
	Iteration 22Q: 3 clusters Score -358616.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -358638.500000 Penalty: 820.270447
	Iteration 23Q: 3 clusters Score -358638.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -358667.531250 Penalty: 820.270447
	Iteration 24Q: 3 clusters Score -358667.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -358709.281250 Penalty: 820.270447
	Iteration 25Q: 3 clusters Score -358709.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -358755.031250 Penalty: 820.270447
	Iteration 26Q: 3 clusters Score -358755 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -358809.093750 Penalty: 820.270447
	Iteration 27Q: 3 clusters Score -358809.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -358866.781250 Penalty: 820.270447
	Iteration 28Q: 3 clusters Score -358866.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -358934.343750 Penalty: 820.270447
	Iteration 29Q: 3 clusters Score -358934.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -359007.968750 Penalty: 820.270447
	Iteration 30Q: 3 clusters Score -359008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -359117.593750 Penalty: 820.270447
	Iteration 31Q: 3 clusters Score -359117.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -359241.437500 Penalty: 820.270447
	Iteration 32Q: 3 clusters Score -359241.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -359344.937500 Penalty: 820.270447
	Iteration 33Q: 3 clusters Score -359344.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -359413.593750 Penalty: 820.270447
	Iteration 34Q: 3 clusters Score -359413.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -359464.750000 Penalty: 820.270447
	Iteration 35Q: 3 clusters Score -359464.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -359526.843750 Penalty: 820.270447
	Iteration 36Q: 3 clusters Score -359526.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -359578.125000 Penalty: 820.270447
	Iteration 37Q: 3 clusters Score -359578.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -359617.343750 Penalty: 820.270447
	Iteration 38Q: 3 clusters Score -359617.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -359648.656250 Penalty: 820.270447
	Iteration 39Q: 3 clusters Score -359648.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -359683.531250 Penalty: 820.270447
	Iteration 40F: 3 clusters Score -359683.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -359706.093750 Penalty: 820.270447
	Iteration 41Q: 3 clusters Score -359706.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -359724.031250 Penalty: 820.270447
	Iteration 42Q: 3 clusters Score -359724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -359733.375000 Penalty: 820.270447
	Iteration 43Q: 3 clusters Score -359733.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -359743.000000 Penalty: 820.270447
	Iteration 44Q: 3 clusters Score -359743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -359752.906250 Penalty: 820.270447
	Iteration 45Q: 3 clusters Score -359752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -359759.968750 Penalty: 820.270447
	Iteration 46Q: 3 clusters Score -359760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -359767.781250 Penalty: 820.270447
	Iteration 47Q: 3 clusters Score -359767.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -359774.281250 Penalty: 820.270447
	Iteration 48Q: 3 clusters Score -359774.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -359779.718750 Penalty: 820.270447
	Iteration 49Q: 3 clusters Score -359779.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -359784.343750 Penalty: 820.270447
	Iteration 50Q: 3 clusters Score -359784.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -359789.187500 Penalty: 820.270447
	Iteration 51Q: 3 clusters Score -359789.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -359797.906250 Penalty: 820.270447
	Iteration 52Q: 3 clusters Score -359797.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -359805.750000 Penalty: 820.270447
	Iteration 53Q: 3 clusters Score -359805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -359810.687500 Penalty: 820.270447
	Iteration 54Q: 3 clusters Score -359810.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -359814.875000 Penalty: 820.270447
	Iteration 55Q: 3 clusters Score -359814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -359815.843750 Penalty: 820.270447
	Iteration 56Q: 3 clusters Score -359815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -359817.093750 Penalty: 820.270447
	Iteration 57Q: 3 clusters Score -359817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -359819.750000 Penalty: 820.270447
	Iteration 58Q: 3 clusters Score -359819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -359820.750000 Penalty: 820.270447
	Iteration 59Q: 3 clusters Score -359820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -359822.437500 Penalty: 820.270447
	Iteration 60F: 3 clusters Score -359822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -359824.500000 Penalty: 820.270447
	Iteration 61Q: 3 clusters Score -359824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -359827.218750 Penalty: 820.270447
	Iteration 62Q: 3 clusters Score -359827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -359828.156250 Penalty: 820.270447
	Iteration 63Q: 3 clusters Score -359828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -359828.312500 Penalty: 820.270447
	Iteration 64Q: 3 clusters Score -359828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -359830.656250 Penalty: 820.270447
	Iteration 65Q: 3 clusters Score -359830.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -359832.281250 Penalty: 820.270447
	Iteration 66Q: 3 clusters Score -359832.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -359834.406250 Penalty: 820.270447
	Iteration 67Q: 3 clusters Score -359834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -359838.000000 Penalty: 820.270447
	Iteration 68Q: 3 clusters Score -359838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -359838.906250 Penalty: 820.270447
	Iteration 69Q: 3 clusters Score -359838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -359839.781250 Penalty: 820.270447
	Iteration 70Q: 3 clusters Score -359839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -359841.531250 Penalty: 820.270447
	Iteration 71Q: 3 clusters Score -359841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -359843.343750 Penalty: 820.270447
	Iteration 72Q: 3 clusters Score -359843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -359845.406250 Penalty: 820.270447
	Iteration 73Q: 3 clusters Score -359845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -359847.218750 Penalty: 820.270447
	Iteration 74Q: 3 clusters Score -359847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -359849.093750 Penalty: 820.270447
	Iteration 75Q: 3 clusters Score -359849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -359851.968750 Penalty: 820.270447
	Iteration 76Q: 3 clusters Score -359852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -359853.687500 Penalty: 820.270447
	Iteration 77Q: 3 clusters Score -359853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -359855.437500 Penalty: 820.270447
	Iteration 78Q: 3 clusters Score -359855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -359856.031250 Penalty: 820.270447
	Iteration 79Q: 3 clusters Score -359856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -359857.125000 Penalty: 820.270447
	Iteration 80F: 3 clusters Score -359857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -359856.968750 Penalty: 820.270447
	Iteration 81Q: 3 clusters Score -359857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -359857.875000 Penalty: 820.270447
	Iteration 82Q: 3 clusters Score -359857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -359860.312500 Penalty: 820.270447
	Iteration 83Q: 3 clusters Score -359860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -359861.312500 Penalty: 820.270447
	Iteration 84Q: 3 clusters Score -359861.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -359862.406250 Penalty: 820.270447
	Iteration 85Q: 3 clusters Score -359862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -359863.125000 Penalty: 820.270447
	Iteration 86Q: 3 clusters Score -359863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -359863.125000 Penalty: 820.270447
	Iteration 87F: 3 clusters Score -359863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Entering Unmasked Estep 
Score: -949879.875000 Penalty: 455.005249
	Iteration 0F: 2 clusters Score -949879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -935302.625000 Penalty: 910.010498
	Iteration 0F: 3 clusters Score -935302.6 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -941809.812500 Penalty: 910.010498
	Iteration 1F: 3 clusters Score -941809.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -942508.750000 Penalty: 910.010498
	Iteration 2F: 3 clusters Score -942508.8 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -943580.562500 Penalty: 910.010498
	Iteration 3F: 3 clusters Score -943580.6 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -945057.750000 Penalty: 910.010498
	Iteration 4F: 3 clusters Score -945057.8 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -946506.125000 Penalty: 910.010498
	Iteration 5F: 3 clusters Score -946506.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -947230.875000 Penalty: 910.010498
	Iteration 6F: 3 clusters Score -947230.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -947549.062500 Penalty: 910.010498
	Iteration 7Q: 3 clusters Score -947549.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -947799.750000 Penalty: 910.010498
	Iteration 8Q: 3 clusters Score -947799.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -948043.250000 Penalty: 910.010498
	Iteration 9Q: 3 clusters Score -948043.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -948293.250000 Penalty: 910.010498
	Iteration 10Q: 3 clusters Score -948293.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -948534.125000 Penalty: 910.010498
	Iteration 11Q: 3 clusters Score -948534.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -948755.000000 Penalty: 910.010498
	Iteration 12Q: 3 clusters Score -948755 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -948906.562500 Penalty: 910.010498
	Iteration 13Q: 3 clusters Score -948906.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -949003.312500 Penalty: 910.010498
	Iteration 14Q: 3 clusters Score -949003.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -949051.562500 Penalty: 910.010498
	Iteration 15Q: 3 clusters Score -949051.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -949093.937500 Penalty: 910.010498
	Iteration 16Q: 3 clusters Score -949093.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -949118.750000 Penalty: 910.010498
	Iteration 17Q: 3 clusters Score -949118.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -949129.687500 Penalty: 910.010498
	Iteration 18Q: 3 clusters Score -949129.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -949137.062500 Penalty: 910.010498
	Iteration 19Q: 3 clusters Score -949137.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -949146.937500 Penalty: 910.010498
	Iteration 20F: 3 clusters Score -949146.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -949152.187500 Penalty: 910.010498
	Iteration 21Q: 3 clusters Score -949152.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -949153.500000 Penalty: 910.010498
	Iteration 22Q: 3 clusters Score -949153.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -949161.812500 Penalty: 910.010498
	Iteration 23Q: 3 clusters Score -949161.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -949159.625000 Penalty: 910.010498
	Iteration 24Q: 3 clusters Score -949159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -949159.437500 Penalty: 910.010498
	Iteration 25Q: 3 clusters Score -949159.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -949160.312500 Penalty: 910.010498
	Iteration 26Q: 3 clusters Score -949160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -949160.875000 Penalty: 910.010498
	Iteration 27Q: 3 clusters Score -949160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -949159.812500 Penalty: 910.010498
	Iteration 28Q: 3 clusters Score -949159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -949158.500000 Penalty: 910.010498
	Iteration 29Q: 3 clusters Score -949158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -949159.250000 Penalty: 910.010498
	Iteration 30Q: 3 clusters Score -949159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -949159.750000 Penalty: 910.010498
	Iteration 31Q: 3 clusters Score -949159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -949159.437500 Penalty: 910.010498
	Iteration 32Q: 3 clusters Score -949159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -949159.250000 Penalty: 910.010498
	Iteration 33Q: 3 clusters Score -949159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -949159.937500 Penalty: 910.010498
	Iteration 34Q: 3 clusters Score -949159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -949159.875000 Penalty: 910.010498
	Iteration 35Q: 3 clusters Score -949159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -949161.812500 Penalty: 910.010498
	Iteration 36Q: 3 clusters Score -949161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -949162.687500 Penalty: 910.010498
	Iteration 37Q: 3 clusters Score -949162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -949164.312500 Penalty: 910.010498
	Iteration 38Q: 3 clusters Score -949164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -949163.562500 Penalty: 910.010498
	Iteration 39Q: 3 clusters Score -949163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -949165.125000 Penalty: 910.010498
	Iteration 40F: 3 clusters Score -949165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -949166.125000 Penalty: 910.010498
	Iteration 41Q: 3 clusters Score -949166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -949165.875000 Penalty: 910.010498
	Iteration 42Q: 3 clusters Score -949165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -949165.000000 Penalty: 910.010498
	Iteration 43Q: 3 clusters Score -949165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -949165.562500 Penalty: 910.010498
	Iteration 44Q: 3 clusters Score -949165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -949165.750000 Penalty: 910.010498
	Iteration 45Q: 3 clusters Score -949165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -949166.375000 Penalty: 910.010498
	Iteration 46Q: 3 clusters Score -949166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -949165.312500 Penalty: 910.010498
	Iteration 47Q: 3 clusters Score -949165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -949164.187500 Penalty: 910.010498
	Iteration 48Q: 3 clusters Score -949164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -949164.812500 Penalty: 910.010498
	Iteration 49Q: 3 clusters Score -949164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -949164.000000 Penalty: 910.010498
	Iteration 50Q: 3 clusters Score -949164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -949164.000000 Penalty: 910.010498
	Iteration 51F: 3 clusters Score -949164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -4841.887207 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -4841.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4599.575684 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -4599.576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4684.124023 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -4684.124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4741.189453 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -4741.189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4767.552734 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -4767.553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4787.006348 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -4787.006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4789.680664 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -4789.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4791.317383 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -4791.317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4792.271484 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -4792.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4795.014648 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -4795.015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4795.014648 Penalty: 458.951691
	Iteration 9F: 3 clusters Score -4795.015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (224404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224404 members 
Entering Unmasked Estep 
Score: -10077462.000000 Penalty: 560.614746
	Iteration 0F: 2 clusters Score -1.007746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -9925161.000000 Penalty: 1121.229492
	Iteration 0F: 3 clusters Score -9925161 nChanged 110165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 125144 members 
Entering Unmasked Estep 
Score: -9994915.000000 Penalty: 1121.229492
	Iteration 1F: 3 clusters Score -9994915 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -10000369.000000 Penalty: 1121.229492
	Iteration 2Q: 3 clusters Score -1.000037e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -10009899.000000 Penalty: 1121.229492
	Iteration 3F: 3 clusters Score -1.00099e+07 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -10024068.000000 Penalty: 1121.229492
	Iteration 4F: 3 clusters Score -1.002407e+07 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -10040611.000000 Penalty: 1121.229492
	Iteration 5F: 3 clusters Score -1.004061e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -10053684.000000 Penalty: 1121.229492
	Iteration 6F: 3 clusters Score -1.005368e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -10061132.000000 Penalty: 1121.229492
	Iteration 7Q: 3 clusters Score -1.006113e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -10064738.000000 Penalty: 1121.229492
	Iteration 8Q: 3 clusters Score -1.006474e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -10066798.000000 Penalty: 1121.229492
	Iteration 9Q: 3 clusters Score -1.00668e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -10068473.000000 Penalty: 1121.229492
	Iteration 10Q: 3 clusters Score -1.006847e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -10070188.000000 Penalty: 1121.229492
	Iteration 11Q: 3 clusters Score -1.007019e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -10071409.000000 Penalty: 1121.229492
	Iteration 12Q: 3 clusters Score -1.007141e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -10072549.000000 Penalty: 1121.229492
	Iteration 13Q: 3 clusters Score -1.007255e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -10073269.000000 Penalty: 1121.229492
	Iteration 14Q: 3 clusters Score -1.007327e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -10073627.000000 Penalty: 1121.229492
	Iteration 15Q: 3 clusters Score -1.007363e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -10073802.000000 Penalty: 1121.229492
	Iteration 16Q: 3 clusters Score -1.00738e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 162898 members 
Entering Unmasked Estep 
Score: -10073966.000000 Penalty: 1121.229492
	Iteration 17Q: 3 clusters Score -1.007397e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -10073966.000000 Penalty: 1121.229492
	Iteration 18Q: 3 clusters Score -1.007397e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 161197 members 
Entering Unmasked Estep 
Score: -10074036.000000 Penalty: 1121.229492
	Iteration 19Q: 3 clusters Score -1.007404e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 160474 members 
Entering Unmasked Estep 
Score: -10074317.000000 Penalty: 1121.229492
	Iteration 20F: 3 clusters Score -1.007432e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -10074355.000000 Penalty: 1121.229492
	Iteration 21Q: 3 clusters Score -1.007436e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -10074491.000000 Penalty: 1121.229492
	Iteration 22Q: 3 clusters Score -1.007449e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 157869 members 
Entering Unmasked Estep 
Score: -10074470.000000 Penalty: 1121.229492
	Iteration 23Q: 3 clusters Score -1.007447e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 157129 members 
Entering Unmasked Estep 
Score: -10074466.000000 Penalty: 1121.229492
	Iteration 24Q: 3 clusters Score -1.007447e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 156415 members 
Entering Unmasked Estep 
Score: -10074475.000000 Penalty: 1121.229492
	Iteration 25Q: 3 clusters Score -1.007448e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -10074480.000000 Penalty: 1121.229492
	Iteration 26Q: 3 clusters Score -1.007448e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -10074452.000000 Penalty: 1121.229492
	Iteration 27Q: 3 clusters Score -1.007445e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -10074476.000000 Penalty: 1121.229492
	Iteration 28Q: 3 clusters Score -1.007448e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -10074467.000000 Penalty: 1121.229492
	Iteration 29Q: 3 clusters Score -1.007447e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -10074487.000000 Penalty: 1121.229492
	Iteration 30Q: 3 clusters Score -1.007449e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -10074509.000000 Penalty: 1121.229492
	Iteration 31Q: 3 clusters Score -1.007451e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -10074512.000000 Penalty: 1121.229492
	Iteration 32Q: 3 clusters Score -1.007451e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -10074506.000000 Penalty: 1121.229492
	Iteration 33Q: 3 clusters Score -1.007451e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -10074545.000000 Penalty: 1121.229492
	Iteration 34Q: 3 clusters Score -1.007454e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -10074577.000000 Penalty: 1121.229492
	Iteration 35Q: 3 clusters Score -1.007458e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 148628 members 
Entering Unmasked Estep 
Score: -10074583.000000 Penalty: 1121.229492
	Iteration 36Q: 3 clusters Score -1.007458e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 147961 members 
Entering Unmasked Estep 
Score: -10074592.000000 Penalty: 1121.229492
	Iteration 37Q: 3 clusters Score -1.007459e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -10074637.000000 Penalty: 1121.229492
	Iteration 38Q: 3 clusters Score -1.007464e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 146601 members 
Entering Unmasked Estep 
Score: -10074638.000000 Penalty: 1121.229492
	Iteration 39Q: 3 clusters Score -1.007464e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 145980 members 
Entering Unmasked Estep 
Score: -10074659.000000 Penalty: 1121.229492
	Iteration 40F: 3 clusters Score -1.007466e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -10074666.000000 Penalty: 1121.229492
	Iteration 41Q: 3 clusters Score -1.007467e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 144775 members 
Entering Unmasked Estep 
Score: -10074699.000000 Penalty: 1121.229492
	Iteration 42Q: 3 clusters Score -1.00747e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -10074737.000000 Penalty: 1121.229492
	Iteration 43Q: 3 clusters Score -1.007474e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -10074727.000000 Penalty: 1121.229492
	Iteration 44Q: 3 clusters Score -1.007473e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -10074735.000000 Penalty: 1121.229492
	Iteration 45Q: 3 clusters Score -1.007474e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 142183 members 
Entering Unmasked Estep 
Score: -10074693.000000 Penalty: 1121.229492
	Iteration 46Q: 3 clusters Score -1.007469e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -10074707.000000 Penalty: 1121.229492
	Iteration 47Q: 3 clusters Score -1.007471e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -10074720.000000 Penalty: 1121.229492
	Iteration 48Q: 3 clusters Score -1.007472e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -10074749.000000 Penalty: 1121.229492
	Iteration 49Q: 3 clusters Score -1.007475e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 139965 members 
Entering Unmasked Estep 
Score: -10074728.000000 Penalty: 1121.229492
	Iteration 50Q: 3 clusters Score -1.007473e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -10074795.000000 Penalty: 1121.229492
	Iteration 51Q: 3 clusters Score -1.00748e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 138864 members 
Entering Unmasked Estep 
Score: -10074784.000000 Penalty: 1121.229492
	Iteration 52Q: 3 clusters Score -1.007478e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -10074827.000000 Penalty: 1121.229492
	Iteration 53Q: 3 clusters Score -1.007483e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -10074862.000000 Penalty: 1121.229492
	Iteration 54Q: 3 clusters Score -1.007486e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -10074843.000000 Penalty: 1121.229492
	Iteration 55Q: 3 clusters Score -1.007484e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -10074907.000000 Penalty: 1121.229492
	Iteration 56Q: 3 clusters Score -1.007491e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -10074876.000000 Penalty: 1121.229492
	Iteration 57Q: 3 clusters Score -1.007488e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 135716 members 
Entering Unmasked Estep 
Score: -10074855.000000 Penalty: 1121.229492
	Iteration 58Q: 3 clusters Score -1.007486e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 135239 members 
Entering Unmasked Estep 
Score: -10074846.000000 Penalty: 1121.229492
	Iteration 59Q: 3 clusters Score -1.007485e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -10074839.000000 Penalty: 1121.229492
	Iteration 60F: 3 clusters Score -1.007484e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -10074831.000000 Penalty: 1121.229492
	Iteration 61Q: 3 clusters Score -1.007483e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 133797 members 
Entering Unmasked Estep 
Score: -10074864.000000 Penalty: 1121.229492
	Iteration 62Q: 3 clusters Score -1.007486e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -10074823.000000 Penalty: 1121.229492
	Iteration 63Q: 3 clusters Score -1.007482e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -10074802.000000 Penalty: 1121.229492
	Iteration 64Q: 3 clusters Score -1.00748e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -10074826.000000 Penalty: 1121.229492
	Iteration 65Q: 3 clusters Score -1.007483e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -10074843.000000 Penalty: 1121.229492
	Iteration 66Q: 3 clusters Score -1.007484e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 131321 members 
Entering Unmasked Estep 
Score: -10074835.000000 Penalty: 1121.229492
	Iteration 67Q: 3 clusters Score -1.007484e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -10074841.000000 Penalty: 1121.229492
	Iteration 68Q: 3 clusters Score -1.007484e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -10074910.000000 Penalty: 1121.229492
	Iteration 69Q: 3 clusters Score -1.007491e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94772 members 
Mstep: Class 2 contains 129632 members 
Entering Unmasked Estep 
Score: -10074933.000000 Penalty: 1121.229492
	Iteration 70Q: 3 clusters Score -1.007493e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -10074915.000000 Penalty: 1121.229492
	Iteration 71Q: 3 clusters Score -1.007492e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 128482 members 
Entering Unmasked Estep 
Score: -10074878.000000 Penalty: 1121.229492
	Iteration 72Q: 3 clusters Score -1.007488e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -10074919.000000 Penalty: 1121.229492
	Iteration 73Q: 3 clusters Score -1.007492e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -10074914.000000 Penalty: 1121.229492
	Iteration 74Q: 3 clusters Score -1.007491e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -10074942.000000 Penalty: 1121.229492
	Iteration 75Q: 3 clusters Score -1.007494e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -10074902.000000 Penalty: 1121.229492
	Iteration 76Q: 3 clusters Score -1.00749e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -10074966.000000 Penalty: 1121.229492
	Iteration 77Q: 3 clusters Score -1.007497e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 125074 members 
Entering Unmasked Estep 
Score: -10074954.000000 Penalty: 1121.229492
	Iteration 78Q: 3 clusters Score -1.007495e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -10074933.000000 Penalty: 1121.229492
	Iteration 79Q: 3 clusters Score -1.007493e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -10074956.000000 Penalty: 1121.229492
	Iteration 80F: 3 clusters Score -1.007496e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -10074981.000000 Penalty: 1121.229492
	Iteration 81Q: 3 clusters Score -1.007498e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -10074977.000000 Penalty: 1121.229492
	Iteration 82Q: 3 clusters Score -1.007498e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -10074953.000000 Penalty: 1121.229492
	Iteration 83Q: 3 clusters Score -1.007495e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -10074945.000000 Penalty: 1121.229492
	Iteration 84Q: 3 clusters Score -1.007494e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -10075000.000000 Penalty: 1121.229492
	Iteration 85Q: 3 clusters Score -1.0075e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -10074998.000000 Penalty: 1121.229492
	Iteration 86Q: 3 clusters Score -1.0075e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -10074999.000000 Penalty: 1121.229492
	Iteration 87Q: 3 clusters Score -1.0075e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -10074977.000000 Penalty: 1121.229492
	Iteration 88Q: 3 clusters Score -1.007498e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -10075001.000000 Penalty: 1121.229492
	Iteration 89Q: 3 clusters Score -1.0075e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -10075023.000000 Penalty: 1121.229492
	Iteration 90Q: 3 clusters Score -1.007502e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -10075040.000000 Penalty: 1121.229492
	Iteration 91Q: 3 clusters Score -1.007504e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -10075043.000000 Penalty: 1121.229492
	Iteration 92Q: 3 clusters Score -1.007504e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -10075076.000000 Penalty: 1121.229492
	Iteration 93Q: 3 clusters Score -1.007508e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 118313 members 
Entering Unmasked Estep 
Score: -10075068.000000 Penalty: 1121.229492
	Iteration 94Q: 3 clusters Score -1.007507e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -10075059.000000 Penalty: 1121.229492
	Iteration 95Q: 3 clusters Score -1.007506e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -10075031.000000 Penalty: 1121.229492
	Iteration 96Q: 3 clusters Score -1.007503e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -10075024.000000 Penalty: 1121.229492
	Iteration 97Q: 3 clusters Score -1.007502e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -10074999.000000 Penalty: 1121.229492
	Iteration 98Q: 3 clusters Score -1.0075e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -10075021.000000 Penalty: 1121.229492
	Iteration 99Q: 3 clusters Score -1.007502e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -10074988.000000 Penalty: 1121.229492
	Iteration 100F: 3 clusters Score -1.007499e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -10075013.000000 Penalty: 1121.229492
	Iteration 101Q: 3 clusters Score -1.007501e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -10074991.000000 Penalty: 1121.229492
	Iteration 102Q: 3 clusters Score -1.007499e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -10074991.000000 Penalty: 1121.229492
	Iteration 103Q: 3 clusters Score -1.007499e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -10074994.000000 Penalty: 1121.229492
	Iteration 104Q: 3 clusters Score -1.007499e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -10074999.000000 Penalty: 1121.229492
	Iteration 105Q: 3 clusters Score -1.0075e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -10074999.000000 Penalty: 1121.229492
	Iteration 106Q: 3 clusters Score -1.0075e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -10074996.000000 Penalty: 1121.229492
	Iteration 107Q: 3 clusters Score -1.0075e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -10074997.000000 Penalty: 1121.229492
	Iteration 108Q: 3 clusters Score -1.0075e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -10074996.000000 Penalty: 1121.229492
	Iteration 109Q: 3 clusters Score -1.0075e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -10075062.000000 Penalty: 1121.229492
	Iteration 110Q: 3 clusters Score -1.007506e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -10075091.000000 Penalty: 1121.229492
	Iteration 111Q: 3 clusters Score -1.007509e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -10075099.000000 Penalty: 1121.229492
	Iteration 112Q: 3 clusters Score -1.00751e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -10075063.000000 Penalty: 1121.229492
	Iteration 113Q: 3 clusters Score -1.007506e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -10075023.000000 Penalty: 1121.229492
	Iteration 114Q: 3 clusters Score -1.007502e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -10075036.000000 Penalty: 1121.229492
	Iteration 115Q: 3 clusters Score -1.007504e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -10075065.000000 Penalty: 1121.229492
	Iteration 116Q: 3 clusters Score -1.007506e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -10075071.000000 Penalty: 1121.229492
	Iteration 117Q: 3 clusters Score -1.007507e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -10075062.000000 Penalty: 1121.229492
	Iteration 118Q: 3 clusters Score -1.007506e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -10075056.000000 Penalty: 1121.229492
	Iteration 119Q: 3 clusters Score -1.007506e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -10075052.000000 Penalty: 1121.229492
	Iteration 120F: 3 clusters Score -1.007505e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117536 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -10075043.000000 Penalty: 1121.229492
	Iteration 121Q: 3 clusters Score -1.007504e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -10075051.000000 Penalty: 1121.229492
	Iteration 122Q: 3 clusters Score -1.007505e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -10075040.000000 Penalty: 1121.229492
	Iteration 123Q: 3 clusters Score -1.007504e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -10075021.000000 Penalty: 1121.229492
	Iteration 124Q: 3 clusters Score -1.007502e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -10075023.000000 Penalty: 1121.229492
	Iteration 125Q: 3 clusters Score -1.007502e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -10075021.000000 Penalty: 1121.229492
	Iteration 126Q: 3 clusters Score -1.007502e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -10075016.000000 Penalty: 1121.229492
	Iteration 127Q: 3 clusters Score -1.007502e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -10075023.000000 Penalty: 1121.229492
	Iteration 128Q: 3 clusters Score -1.007502e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -10075017.000000 Penalty: 1121.229492
	Iteration 129Q: 3 clusters Score -1.007502e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -10075075.000000 Penalty: 1121.229492
	Iteration 130Q: 3 clusters Score -1.007508e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -10075054.000000 Penalty: 1121.229492
	Iteration 131Q: 3 clusters Score -1.007505e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122610 members 
Mstep: Class 2 contains 101794 members 
Entering Unmasked Estep 
Score: -10075012.000000 Penalty: 1121.229492
	Iteration 132Q: 3 clusters Score -1.007501e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123062 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -10075013.000000 Penalty: 1121.229492
	Iteration 133Q: 3 clusters Score -1.007501e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -10074988.000000 Penalty: 1121.229492
	Iteration 134Q: 3 clusters Score -1.007499e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -10074988.000000 Penalty: 1121.229492
	Iteration 135Q: 3 clusters Score -1.007499e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -10075026.000000 Penalty: 1121.229492
	Iteration 136Q: 3 clusters Score -1.007503e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -10075032.000000 Penalty: 1121.229492
	Iteration 137Q: 3 clusters Score -1.007503e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -10074999.000000 Penalty: 1121.229492
	Iteration 138Q: 3 clusters Score -1.0075e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -10075015.000000 Penalty: 1121.229492
	Iteration 139Q: 3 clusters Score -1.007502e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -10074977.000000 Penalty: 1121.229492
	Iteration 140F: 3 clusters Score -1.007498e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -10074977.000000 Penalty: 1121.229492
	Iteration 141Q: 3 clusters Score -1.007498e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -10075017.000000 Penalty: 1121.229492
	Iteration 142Q: 3 clusters Score -1.007502e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128113 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -10075006.000000 Penalty: 1121.229492
	Iteration 143Q: 3 clusters Score -1.007501e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -10074998.000000 Penalty: 1121.229492
	Iteration 144Q: 3 clusters Score -1.0075e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -10075032.000000 Penalty: 1121.229492
	Iteration 145Q: 3 clusters Score -1.007503e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -10075069.000000 Penalty: 1121.229492
	Iteration 146Q: 3 clusters Score -1.007507e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -10075087.000000 Penalty: 1121.229492
	Iteration 147Q: 3 clusters Score -1.007509e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -10075092.000000 Penalty: 1121.229492
	Iteration 148Q: 3 clusters Score -1.007509e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -10075123.000000 Penalty: 1121.229492
	Iteration 149Q: 3 clusters Score -1.007512e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -10075111.000000 Penalty: 1121.229492
	Iteration 150Q: 3 clusters Score -1.007511e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132489 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -10075137.000000 Penalty: 1121.229492
	Iteration 151Q: 3 clusters Score -1.007514e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -10075144.000000 Penalty: 1121.229492
	Iteration 152Q: 3 clusters Score -1.007514e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133455 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -10075124.000000 Penalty: 1121.229492
	Iteration 153Q: 3 clusters Score -1.007512e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -10075121.000000 Penalty: 1121.229492
	Iteration 154Q: 3 clusters Score -1.007512e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -10075149.000000 Penalty: 1121.229492
	Iteration 155Q: 3 clusters Score -1.007515e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -10075167.000000 Penalty: 1121.229492
	Iteration 156Q: 3 clusters Score -1.007517e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -10075205.000000 Penalty: 1121.229492
	Iteration 157Q: 3 clusters Score -1.00752e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -10075194.000000 Penalty: 1121.229492
	Iteration 158Q: 3 clusters Score -1.007519e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -10075231.000000 Penalty: 1121.229492
	Iteration 159Q: 3 clusters Score -1.007523e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -10075268.000000 Penalty: 1121.229492
	Iteration 160F: 3 clusters Score -1.007527e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137718 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -10075234.000000 Penalty: 1121.229492
	Iteration 161Q: 3 clusters Score -1.007523e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -10075224.000000 Penalty: 1121.229492
	Iteration 162Q: 3 clusters Score -1.007522e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -10075284.000000 Penalty: 1121.229492
	Iteration 163Q: 3 clusters Score -1.007528e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -10075283.000000 Penalty: 1121.229492
	Iteration 164Q: 3 clusters Score -1.007528e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -10075252.000000 Penalty: 1121.229492
	Iteration 165Q: 3 clusters Score -1.007525e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -10075241.000000 Penalty: 1121.229492
	Iteration 166Q: 3 clusters Score -1.007524e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -10075298.000000 Penalty: 1121.229492
	Iteration 167Q: 3 clusters Score -1.00753e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -10075253.000000 Penalty: 1121.229492
	Iteration 168Q: 3 clusters Score -1.007525e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141672 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -10075253.000000 Penalty: 1121.229492
	Iteration 169Q: 3 clusters Score -1.007525e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -10075265.000000 Penalty: 1121.229492
	Iteration 170Q: 3 clusters Score -1.007526e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -10075309.000000 Penalty: 1121.229492
	Iteration 171Q: 3 clusters Score -1.007531e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -10075316.000000 Penalty: 1121.229492
	Iteration 172Q: 3 clusters Score -1.007532e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -10075394.000000 Penalty: 1121.229492
	Iteration 173Q: 3 clusters Score -1.007539e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -10075385.000000 Penalty: 1121.229492
	Iteration 174Q: 3 clusters Score -1.007538e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145063 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -10075331.000000 Penalty: 1121.229492
	Iteration 175Q: 3 clusters Score -1.007533e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -10075301.000000 Penalty: 1121.229492
	Iteration 176Q: 3 clusters Score -1.00753e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146114 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -10075295.000000 Penalty: 1121.229492
	Iteration 177Q: 3 clusters Score -1.00753e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10075332.000000 Penalty: 1121.229492
	Iteration 178Q: 3 clusters Score -1.007533e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -10075363.000000 Penalty: 1121.229492
	Iteration 179Q: 3 clusters Score -1.007536e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -10075360.000000 Penalty: 1121.229492
	Iteration 180F: 3 clusters Score -1.007536e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10075341.000000 Penalty: 1121.229492
	Iteration 181Q: 3 clusters Score -1.007534e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -10075326.000000 Penalty: 1121.229492
	Iteration 182Q: 3 clusters Score -1.007533e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149169 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -10075366.000000 Penalty: 1121.229492
	Iteration 183Q: 3 clusters Score -1.007537e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -10075378.000000 Penalty: 1121.229492
	Iteration 184Q: 3 clusters Score -1.007538e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -10075353.000000 Penalty: 1121.229492
	Iteration 185Q: 3 clusters Score -1.007535e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -10075340.000000 Penalty: 1121.229492
	Iteration 186Q: 3 clusters Score -1.007534e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -10075364.000000 Penalty: 1121.229492
	Iteration 187Q: 3 clusters Score -1.007536e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -10075394.000000 Penalty: 1121.229492
	Iteration 188Q: 3 clusters Score -1.007539e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -10075406.000000 Penalty: 1121.229492
	Iteration 189Q: 3 clusters Score -1.007541e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -10075375.000000 Penalty: 1121.229492
	Iteration 190Q: 3 clusters Score -1.007538e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -10075334.000000 Penalty: 1121.229492
	Iteration 191Q: 3 clusters Score -1.007533e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154058 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -10075347.000000 Penalty: 1121.229492
	Iteration 192Q: 3 clusters Score -1.007535e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -10075417.000000 Penalty: 1121.229492
	Iteration 193Q: 3 clusters Score -1.007542e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -10075422.000000 Penalty: 1121.229492
	Iteration 194Q: 3 clusters Score -1.007542e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -10075480.000000 Penalty: 1121.229492
	Iteration 195Q: 3 clusters Score -1.007548e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -10075512.000000 Penalty: 1121.229492
	Iteration 196Q: 3 clusters Score -1.007551e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156702 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -10075526.000000 Penalty: 1121.229492
	Iteration 197Q: 3 clusters Score -1.007553e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -10075489.000000 Penalty: 1121.229492
	Iteration 198Q: 3 clusters Score -1.007549e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -10075493.000000 Penalty: 1121.229492
	Iteration 199Q: 3 clusters Score -1.007549e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -10075452.000000 Penalty: 1121.229492
	Iteration 200F: 3 clusters Score -1.007545e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158709 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -10075463.000000 Penalty: 1121.229492
	Iteration 201Q: 3 clusters Score -1.007546e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -10075478.000000 Penalty: 1121.229492
	Iteration 202Q: 3 clusters Score -1.007548e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -10075496.000000 Penalty: 1121.229492
	Iteration 203Q: 3 clusters Score -1.00755e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160042 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -10075493.000000 Penalty: 1121.229492
	Iteration 204Q: 3 clusters Score -1.007549e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160478 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -10075470.000000 Penalty: 1121.229492
	Iteration 205Q: 3 clusters Score -1.007547e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160948 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -10075534.000000 Penalty: 1121.229492
	Iteration 206Q: 3 clusters Score -1.007553e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -10075503.000000 Penalty: 1121.229492
	Iteration 207Q: 3 clusters Score -1.00755e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -10075490.000000 Penalty: 1121.229492
	Iteration 208Q: 3 clusters Score -1.007549e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -10075456.000000 Penalty: 1121.229492
	Iteration 209Q: 3 clusters Score -1.007546e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -10075452.000000 Penalty: 1121.229492
	Iteration 210Q: 3 clusters Score -1.007545e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163503 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -10075475.000000 Penalty: 1121.229492
	Iteration 211Q: 3 clusters Score -1.007548e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -10075460.000000 Penalty: 1121.229492
	Iteration 212Q: 3 clusters Score -1.007546e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -10075451.000000 Penalty: 1121.229492
	Iteration 213Q: 3 clusters Score -1.007545e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -10075461.000000 Penalty: 1121.229492
	Iteration 214Q: 3 clusters Score -1.007546e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -10075459.000000 Penalty: 1121.229492
	Iteration 215Q: 3 clusters Score -1.007546e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -10075492.000000 Penalty: 1121.229492
	Iteration 216Q: 3 clusters Score -1.007549e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -10075483.000000 Penalty: 1121.229492
	Iteration 217Q: 3 clusters Score -1.007548e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -10075419.000000 Penalty: 1121.229492
	Iteration 218Q: 3 clusters Score -1.007542e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -10075408.000000 Penalty: 1121.229492
	Iteration 219Q: 3 clusters Score -1.007541e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169110 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -10075412.000000 Penalty: 1121.229492
	Iteration 220F: 3 clusters Score -1.007541e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -10075396.000000 Penalty: 1121.229492
	Iteration 221Q: 3 clusters Score -1.00754e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170447 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -10075397.000000 Penalty: 1121.229492
	Iteration 222Q: 3 clusters Score -1.00754e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -10075394.000000 Penalty: 1121.229492
	Iteration 223Q: 3 clusters Score -1.007539e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171954 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -10075415.000000 Penalty: 1121.229492
	Iteration 224Q: 3 clusters Score -1.007542e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172722 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -10075414.000000 Penalty: 1121.229492
	Iteration 225Q: 3 clusters Score -1.007541e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -10075347.000000 Penalty: 1121.229492
	Iteration 226Q: 3 clusters Score -1.007535e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -10075366.000000 Penalty: 1121.229492
	Iteration 227Q: 3 clusters Score -1.007537e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -10075418.000000 Penalty: 1121.229492
	Iteration 228Q: 3 clusters Score -1.007542e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175769 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -10075471.000000 Penalty: 1121.229492
	Iteration 229Q: 3 clusters Score -1.007547e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -10075493.000000 Penalty: 1121.229492
	Iteration 230Q: 3 clusters Score -1.007549e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -10075576.000000 Penalty: 1121.229492
	Iteration 231Q: 3 clusters Score -1.007558e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -10075570.000000 Penalty: 1121.229492
	Iteration 232Q: 3 clusters Score -1.007557e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -10075528.000000 Penalty: 1121.229492
	Iteration 233Q: 3 clusters Score -1.007553e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -10075550.000000 Penalty: 1121.229492
	Iteration 234Q: 3 clusters Score -1.007555e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180249 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -10075584.000000 Penalty: 1121.229492
	Iteration 235Q: 3 clusters Score -1.007558e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180883 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -10075594.000000 Penalty: 1121.229492
	Iteration 236Q: 3 clusters Score -1.007559e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -10075594.000000 Penalty: 1121.229492
	Iteration 237Q: 3 clusters Score -1.007559e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -10075581.000000 Penalty: 1121.229492
	Iteration 238Q: 3 clusters Score -1.007558e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10075673.000000 Penalty: 1121.229492
	Iteration 239Q: 3 clusters Score -1.007567e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183704 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -10075684.000000 Penalty: 1121.229492
	Iteration 240F: 3 clusters Score -1.007568e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10075671.000000 Penalty: 1121.229492
	Iteration 241Q: 3 clusters Score -1.007567e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -10075623.000000 Penalty: 1121.229492
	Iteration 242Q: 3 clusters Score -1.007562e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185657 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -10075641.000000 Penalty: 1121.229492
	Iteration 243Q: 3 clusters Score -1.007564e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186347 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -10075692.000000 Penalty: 1121.229492
	Iteration 244Q: 3 clusters Score -1.007569e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187047 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -10075733.000000 Penalty: 1121.229492
	Iteration 245Q: 3 clusters Score -1.007573e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -10075765.000000 Penalty: 1121.229492
	Iteration 246Q: 3 clusters Score -1.007576e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188211 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -10075779.000000 Penalty: 1121.229492
	Iteration 247Q: 3 clusters Score -1.007578e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -10075817.000000 Penalty: 1121.229492
	Iteration 248Q: 3 clusters Score -1.007582e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189510 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -10075807.000000 Penalty: 1121.229492
	Iteration 249Q: 3 clusters Score -1.007581e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190120 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -10075843.000000 Penalty: 1121.229492
	Iteration 250Q: 3 clusters Score -1.007584e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -10075900.000000 Penalty: 1121.229492
	Iteration 251Q: 3 clusters Score -1.00759e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -10075963.000000 Penalty: 1121.229492
	Iteration 252Q: 3 clusters Score -1.007596e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -10075927.000000 Penalty: 1121.229492
	Iteration 253Q: 3 clusters Score -1.007593e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -10075967.000000 Penalty: 1121.229492
	Iteration 254Q: 3 clusters Score -1.007597e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193411 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -10075987.000000 Penalty: 1121.229492
	Iteration 255Q: 3 clusters Score -1.007599e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194129 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -10075974.000000 Penalty: 1121.229492
	Iteration 256Q: 3 clusters Score -1.007597e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194789 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -10075961.000000 Penalty: 1121.229492
	Iteration 257Q: 3 clusters Score -1.007596e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195338 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -10076017.000000 Penalty: 1121.229492
	Iteration 258Q: 3 clusters Score -1.007602e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -10075998.000000 Penalty: 1121.229492
	Iteration 259Q: 3 clusters Score -1.0076e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -10076012.000000 Penalty: 1121.229492
	Iteration 260F: 3 clusters Score -1.007601e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -10076024.000000 Penalty: 1121.229492
	Iteration 261Q: 3 clusters Score -1.007602e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197574 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -10076046.000000 Penalty: 1121.229492
	Iteration 262Q: 3 clusters Score -1.007605e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198101 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -10076034.000000 Penalty: 1121.229492
	Iteration 263Q: 3 clusters Score -1.007603e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198522 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -10076100.000000 Penalty: 1121.229492
	Iteration 264Q: 3 clusters Score -1.00761e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -10076115.000000 Penalty: 1121.229492
	Iteration 265Q: 3 clusters Score -1.007612e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199457 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -10076156.000000 Penalty: 1121.229492
	Iteration 266Q: 3 clusters Score -1.007616e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199966 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -10076207.000000 Penalty: 1121.229492
	Iteration 267Q: 3 clusters Score -1.007621e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200464 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -10076237.000000 Penalty: 1121.229492
	Iteration 268Q: 3 clusters Score -1.007624e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201015 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -10076207.000000 Penalty: 1121.229492
	Iteration 269Q: 3 clusters Score -1.007621e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201439 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -10076204.000000 Penalty: 1121.229492
	Iteration 270Q: 3 clusters Score -1.00762e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201888 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -10076181.000000 Penalty: 1121.229492
	Iteration 271Q: 3 clusters Score -1.007618e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202379 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -10076093.000000 Penalty: 1121.229492
	Iteration 272Q: 3 clusters Score -1.007609e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202797 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -10076106.000000 Penalty: 1121.229492
	Iteration 273Q: 3 clusters Score -1.007611e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203298 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -10076109.000000 Penalty: 1121.229492
	Iteration 274Q: 3 clusters Score -1.007611e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203707 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -10076157.000000 Penalty: 1121.229492
	Iteration 275Q: 3 clusters Score -1.007616e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -10076146.000000 Penalty: 1121.229492
	Iteration 276Q: 3 clusters Score -1.007615e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204501 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -10076144.000000 Penalty: 1121.229492
	Iteration 277Q: 3 clusters Score -1.007614e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204955 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -10076153.000000 Penalty: 1121.229492
	Iteration 278Q: 3 clusters Score -1.007615e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205407 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -10076131.000000 Penalty: 1121.229492
	Iteration 279Q: 3 clusters Score -1.007613e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -10076156.000000 Penalty: 1121.229492
	Iteration 280F: 3 clusters Score -1.007616e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206275 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -10076147.000000 Penalty: 1121.229492
	Iteration 281Q: 3 clusters Score -1.007615e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206757 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -10076146.000000 Penalty: 1121.229492
	Iteration 282Q: 3 clusters Score -1.007615e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207168 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -10076136.000000 Penalty: 1121.229492
	Iteration 283Q: 3 clusters Score -1.007614e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207546 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -10076095.000000 Penalty: 1121.229492
	Iteration 284Q: 3 clusters Score -1.00761e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207972 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -10076096.000000 Penalty: 1121.229492
	Iteration 285Q: 3 clusters Score -1.00761e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208328 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -10076116.000000 Penalty: 1121.229492
	Iteration 286Q: 3 clusters Score -1.007612e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208807 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -10076115.000000 Penalty: 1121.229492
	Iteration 287Q: 3 clusters Score -1.007612e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209187 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -10076138.000000 Penalty: 1121.229492
	Iteration 288Q: 3 clusters Score -1.007614e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209626 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -10076107.000000 Penalty: 1121.229492
	Iteration 289Q: 3 clusters Score -1.007611e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210065 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -10076150.000000 Penalty: 1121.229492
	Iteration 290Q: 3 clusters Score -1.007615e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210452 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -10076139.000000 Penalty: 1121.229492
	Iteration 291Q: 3 clusters Score -1.007614e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210881 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -10076130.000000 Penalty: 1121.229492
	Iteration 292Q: 3 clusters Score -1.007613e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211209 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -10076139.000000 Penalty: 1121.229492
	Iteration 293Q: 3 clusters Score -1.007614e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211559 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -10076118.000000 Penalty: 1121.229492
	Iteration 294Q: 3 clusters Score -1.007612e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211949 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -10076135.000000 Penalty: 1121.229492
	Iteration 295Q: 3 clusters Score -1.007614e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212324 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -10076147.000000 Penalty: 1121.229492
	Iteration 296Q: 3 clusters Score -1.007615e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212708 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -10076166.000000 Penalty: 1121.229492
	Iteration 297Q: 3 clusters Score -1.007617e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213112 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -10076166.000000 Penalty: 1121.229492
	Iteration 298Q: 3 clusters Score -1.007617e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213492 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -10076182.000000 Penalty: 1121.229492
	Iteration 299Q: 3 clusters Score -1.007618e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213953 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -10076206.000000 Penalty: 1121.229492
	Iteration 300F: 3 clusters Score -1.007621e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214407 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -10076258.000000 Penalty: 1121.229492
	Iteration 301Q: 3 clusters Score -1.007626e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214910 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -10076258.000000 Penalty: 1121.229492
	Iteration 302Q: 3 clusters Score -1.007626e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215417 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -10076260.000000 Penalty: 1121.229492
	Iteration 303Q: 3 clusters Score -1.007626e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215832 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -10076311.000000 Penalty: 1121.229492
	Iteration 304Q: 3 clusters Score -1.007631e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216256 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -10076335.000000 Penalty: 1121.229492
	Iteration 305Q: 3 clusters Score -1.007634e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216620 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -10076327.000000 Penalty: 1121.229492
	Iteration 306Q: 3 clusters Score -1.007633e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216968 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -10076382.000000 Penalty: 1121.229492
	Iteration 307Q: 3 clusters Score -1.007638e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217372 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -10076397.000000 Penalty: 1121.229492
	Iteration 308Q: 3 clusters Score -1.00764e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217817 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -10076427.000000 Penalty: 1121.229492
	Iteration 309Q: 3 clusters Score -1.007643e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218259 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10076516.000000 Penalty: 1121.229492
	Iteration 310Q: 3 clusters Score -1.007652e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218734 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -10076569.000000 Penalty: 1121.229492
	Iteration 311Q: 3 clusters Score -1.007657e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219126 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -10076630.000000 Penalty: 1121.229492
	Iteration 312Q: 3 clusters Score -1.007663e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219464 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10076668.000000 Penalty: 1121.229492
	Iteration 313Q: 3 clusters Score -1.007667e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219803 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -10076716.000000 Penalty: 1121.229492
	Iteration 314Q: 3 clusters Score -1.007672e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220121 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -10076720.000000 Penalty: 1121.229492
	Iteration 315Q: 3 clusters Score -1.007672e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220357 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -10076709.000000 Penalty: 1121.229492
	Iteration 316Q: 3 clusters Score -1.007671e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220588 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10076736.000000 Penalty: 1121.229492
	Iteration 317Q: 3 clusters Score -1.007674e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10076722.000000 Penalty: 1121.229492
	Iteration 318Q: 3 clusters Score -1.007672e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -10076741.000000 Penalty: 1121.229492
	Iteration 319Q: 3 clusters Score -1.007674e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221106 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -10076775.000000 Penalty: 1121.229492
	Iteration 320F: 3 clusters Score -1.007678e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221267 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -10076822.000000 Penalty: 1121.229492
	Iteration 321Q: 3 clusters Score -1.007682e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221430 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -10076814.000000 Penalty: 1121.229492
	Iteration 322Q: 3 clusters Score -1.007681e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221538 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10076827.000000 Penalty: 1121.229492
	Iteration 323Q: 3 clusters Score -1.007683e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221671 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10076844.000000 Penalty: 1121.229492
	Iteration 324Q: 3 clusters Score -1.007684e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221792 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10076857.000000 Penalty: 1121.229492
	Iteration 325Q: 3 clusters Score -1.007686e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221916 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10076865.000000 Penalty: 1121.229492
	Iteration 326Q: 3 clusters Score -1.007686e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222048 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10076863.000000 Penalty: 1121.229492
	Iteration 327Q: 3 clusters Score -1.007686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222157 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10076883.000000 Penalty: 1121.229492
	Iteration 328Q: 3 clusters Score -1.007688e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222257 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10076890.000000 Penalty: 1121.229492
	Iteration 329Q: 3 clusters Score -1.007689e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222338 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10076890.000000 Penalty: 1121.229492
	Iteration 330Q: 3 clusters Score -1.007689e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222438 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10076916.000000 Penalty: 1121.229492
	Iteration 331Q: 3 clusters Score -1.007692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222505 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10076909.000000 Penalty: 1121.229492
	Iteration 332Q: 3 clusters Score -1.007691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222587 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10076928.000000 Penalty: 1121.229492
	Iteration 333Q: 3 clusters Score -1.007693e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222666 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10076913.000000 Penalty: 1121.229492
	Iteration 334Q: 3 clusters Score -1.007691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222748 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10076914.000000 Penalty: 1121.229492
	Iteration 335Q: 3 clusters Score -1.007691e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222838 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10076918.000000 Penalty: 1121.229492
	Iteration 336Q: 3 clusters Score -1.007692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222923 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10076917.000000 Penalty: 1121.229492
	Iteration 337Q: 3 clusters Score -1.007692e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222982 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10076924.000000 Penalty: 1121.229492
	Iteration 338Q: 3 clusters Score -1.007692e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223054 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10076930.000000 Penalty: 1121.229492
	Iteration 339Q: 3 clusters Score -1.007693e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10076942.000000 Penalty: 1121.229492
	Iteration 340F: 3 clusters Score -1.007694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223179 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10076969.000000 Penalty: 1121.229492
	Iteration 341Q: 3 clusters Score -1.007697e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223225 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10076984.000000 Penalty: 1121.229492
	Iteration 342Q: 3 clusters Score -1.007698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223279 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10076985.000000 Penalty: 1121.229492
	Iteration 343Q: 3 clusters Score -1.007698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223316 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10076985.000000 Penalty: 1121.229492
	Iteration 344Q: 3 clusters Score -1.007698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10076998.000000 Penalty: 1121.229492
	Iteration 345Q: 3 clusters Score -1.0077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223369 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10076986.000000 Penalty: 1121.229492
	Iteration 346Q: 3 clusters Score -1.007699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223379 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10076988.000000 Penalty: 1121.229492
	Iteration 347Q: 3 clusters Score -1.007699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223387 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10076997.000000 Penalty: 1121.229492
	Iteration 348Q: 3 clusters Score -1.0077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223396 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10076994.000000 Penalty: 1121.229492
	Iteration 349Q: 3 clusters Score -1.007699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223407 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10077005.000000 Penalty: 1121.229492
	Iteration 350Q: 3 clusters Score -1.0077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223414 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10077012.000000 Penalty: 1121.229492
	Iteration 351Q: 3 clusters Score -1.007701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223428 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10077018.000000 Penalty: 1121.229492
	Iteration 352Q: 3 clusters Score -1.007702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223441 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10077014.000000 Penalty: 1121.229492
	Iteration 353Q: 3 clusters Score -1.007701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223458 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10077001.000000 Penalty: 1121.229492
	Iteration 354Q: 3 clusters Score -1.0077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10077013.000000 Penalty: 1121.229492
	Iteration 355Q: 3 clusters Score -1.007701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223490 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10077014.000000 Penalty: 1121.229492
	Iteration 356Q: 3 clusters Score -1.007701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223501 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10077021.000000 Penalty: 1121.229492
	Iteration 357Q: 3 clusters Score -1.007702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10077020.000000 Penalty: 1121.229492
	Iteration 358Q: 3 clusters Score -1.007702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223516 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10077028.000000 Penalty: 1121.229492
	Iteration 359Q: 3 clusters Score -1.007703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223524 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10077020.000000 Penalty: 1121.229492
	Iteration 360F: 3 clusters Score -1.007702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223535 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10077024.000000 Penalty: 1121.229492
	Iteration 361Q: 3 clusters Score -1.007702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223536 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10077019.000000 Penalty: 1121.229492
	Iteration 362Q: 3 clusters Score -1.007702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223547 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10077020.000000 Penalty: 1121.229492
	Iteration 363Q: 3 clusters Score -1.007702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223562 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10077012.000000 Penalty: 1121.229492
	Iteration 364Q: 3 clusters Score -1.007701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223561 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10077019.000000 Penalty: 1121.229492
	Iteration 365Q: 3 clusters Score -1.007702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223567 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10077019.000000 Penalty: 1121.229492
	Iteration 366Q: 3 clusters Score -1.007702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223578 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10077016.000000 Penalty: 1121.229492
	Iteration 367Q: 3 clusters Score -1.007702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223594 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10077013.000000 Penalty: 1121.229492
	Iteration 368Q: 3 clusters Score -1.007701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223607 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10077025.000000 Penalty: 1121.229492
	Iteration 369Q: 3 clusters Score -1.007702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10077025.000000 Penalty: 1121.229492
	Iteration 370Q: 3 clusters Score -1.007702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223628 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10077030.000000 Penalty: 1121.229492
	Iteration 371Q: 3 clusters Score -1.007703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223634 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10077028.000000 Penalty: 1121.229492
	Iteration 372Q: 3 clusters Score -1.007703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223643 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10077029.000000 Penalty: 1121.229492
	Iteration 373Q: 3 clusters Score -1.007703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10077033.000000 Penalty: 1121.229492
	Iteration 374Q: 3 clusters Score -1.007703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10077025.000000 Penalty: 1121.229492
	Iteration 375Q: 3 clusters Score -1.007702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223671 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10077036.000000 Penalty: 1121.229492
	Iteration 376Q: 3 clusters Score -1.007704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10077035.000000 Penalty: 1121.229492
	Iteration 377Q: 3 clusters Score -1.007704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223698 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10077032.000000 Penalty: 1121.229492
	Iteration 378Q: 3 clusters Score -1.007703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223699 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10077036.000000 Penalty: 1121.229492
	Iteration 379Q: 3 clusters Score -1.007704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223707 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10077038.000000 Penalty: 1121.229492
	Iteration 380F: 3 clusters Score -1.007704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223713 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10077034.000000 Penalty: 1121.229492
	Iteration 381Q: 3 clusters Score -1.007703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223718 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10077039.000000 Penalty: 1121.229492
	Iteration 382Q: 3 clusters Score -1.007704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223728 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10077041.000000 Penalty: 1121.229492
	Iteration 383Q: 3 clusters Score -1.007704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223740 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10077047.000000 Penalty: 1121.229492
	Iteration 384Q: 3 clusters Score -1.007705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223752 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10077047.000000 Penalty: 1121.229492
	Iteration 385Q: 3 clusters Score -1.007705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223760 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10077055.000000 Penalty: 1121.229492
	Iteration 386Q: 3 clusters Score -1.007706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223768 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10077060.000000 Penalty: 1121.229492
	Iteration 387Q: 3 clusters Score -1.007706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223773 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10077056.000000 Penalty: 1121.229492
	Iteration 388Q: 3 clusters Score -1.007706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223784 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10077063.000000 Penalty: 1121.229492
	Iteration 389Q: 3 clusters Score -1.007706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223795 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10077060.000000 Penalty: 1121.229492
	Iteration 390Q: 3 clusters Score -1.007706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223813 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10077066.000000 Penalty: 1121.229492
	Iteration 391Q: 3 clusters Score -1.007707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223826 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10077064.000000 Penalty: 1121.229492
	Iteration 392Q: 3 clusters Score -1.007706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223841 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10077067.000000 Penalty: 1121.229492
	Iteration 393Q: 3 clusters Score -1.007707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077073.000000 Penalty: 1121.229492
	Iteration 394Q: 3 clusters Score -1.007707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10077077.000000 Penalty: 1121.229492
	Iteration 395Q: 3 clusters Score -1.007708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10077071.000000 Penalty: 1121.229492
	Iteration 396Q: 3 clusters Score -1.007707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223854 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10077070.000000 Penalty: 1121.229492
	Iteration 397Q: 3 clusters Score -1.007707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223850 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10077074.000000 Penalty: 1121.229492
	Iteration 398Q: 3 clusters Score -1.007707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223845 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10077087.000000 Penalty: 1121.229492
	Iteration 399Q: 3 clusters Score -1.007709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223844 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10077087.000000 Penalty: 1121.229492
	Iteration 400F: 3 clusters Score -1.007709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10077085.000000 Penalty: 1121.229492
	Iteration 401Q: 3 clusters Score -1.007708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223850 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10077078.000000 Penalty: 1121.229492
	Iteration 402Q: 3 clusters Score -1.007708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077088.000000 Penalty: 1121.229492
	Iteration 403Q: 3 clusters Score -1.007709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10077091.000000 Penalty: 1121.229492
	Iteration 404Q: 3 clusters Score -1.007709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10077084.000000 Penalty: 1121.229492
	Iteration 405Q: 3 clusters Score -1.007708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10077086.000000 Penalty: 1121.229492
	Iteration 406Q: 3 clusters Score -1.007709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10077084.000000 Penalty: 1121.229492
	Iteration 407Q: 3 clusters Score -1.007708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223849 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10077095.000000 Penalty: 1121.229492
	Iteration 408Q: 3 clusters Score -1.00771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223853 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10077092.000000 Penalty: 1121.229492
	Iteration 409Q: 3 clusters Score -1.007709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223856 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10077087.000000 Penalty: 1121.229492
	Iteration 410Q: 3 clusters Score -1.007709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10077089.000000 Penalty: 1121.229492
	Iteration 411Q: 3 clusters Score -1.007709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10077091.000000 Penalty: 1121.229492
	Iteration 412Q: 3 clusters Score -1.007709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10077093.000000 Penalty: 1121.229492
	Iteration 413Q: 3 clusters Score -1.007709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077094.000000 Penalty: 1121.229492
	Iteration 414Q: 3 clusters Score -1.007709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077099.000000 Penalty: 1121.229492
	Iteration 415Q: 3 clusters Score -1.00771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077099.000000 Penalty: 1121.229492
	Iteration 416Q: 3 clusters Score -1.00771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10077102.000000 Penalty: 1121.229492
	Iteration 417Q: 3 clusters Score -1.00771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10077101.000000 Penalty: 1121.229492
	Iteration 418Q: 3 clusters Score -1.00771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10077101.000000 Penalty: 1121.229492
	Iteration 419Q: 3 clusters Score -1.00771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223860 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10077096.000000 Penalty: 1121.229492
	Iteration 420F: 3 clusters Score -1.00771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223860 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10077099.000000 Penalty: 1121.229492
	Iteration 421Q: 3 clusters Score -1.00771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10077101.000000 Penalty: 1121.229492
	Iteration 422Q: 3 clusters Score -1.00771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10077101.000000 Penalty: 1121.229492
	Iteration 423F: 3 clusters Score -1.00771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Entering Unmasked Estep 
Score: -1849829.375000 Penalty: 484.250763
	Iteration 0F: 2 clusters Score -1849829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -1821578.875000 Penalty: 968.501526
	Iteration 0F: 3 clusters Score -1821579 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1834198.750000 Penalty: 968.501526
	Iteration 1F: 3 clusters Score -1834199 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1835262.375000 Penalty: 968.501526
	Iteration 2Q: 3 clusters Score -1835262 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -1836961.375000 Penalty: 968.501526
	Iteration 3F: 3 clusters Score -1836961 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1839156.875000 Penalty: 968.501526
	Iteration 4F: 3 clusters Score -1839157 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1840894.375000 Penalty: 968.501526
	Iteration 5F: 3 clusters Score -1840894 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1841537.750000 Penalty: 968.501526
	Iteration 6Q: 3 clusters Score -1841538 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1841680.625000 Penalty: 968.501526
	Iteration 7Q: 3 clusters Score -1841681 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1841727.125000 Penalty: 968.501526
	Iteration 8Q: 3 clusters Score -1841727 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1841757.875000 Penalty: 968.501526
	Iteration 9Q: 3 clusters Score -1841758 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1841787.000000 Penalty: 968.501526
	Iteration 10Q: 3 clusters Score -1841787 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1841833.625000 Penalty: 968.501526
	Iteration 11Q: 3 clusters Score -1841834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1841899.000000 Penalty: 968.501526
	Iteration 12Q: 3 clusters Score -1841899 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1841968.750000 Penalty: 968.501526
	Iteration 13Q: 3 clusters Score -1841969 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1842042.000000 Penalty: 968.501526
	Iteration 14Q: 3 clusters Score -1842042 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1842121.125000 Penalty: 968.501526
	Iteration 15Q: 3 clusters Score -1842121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1842207.500000 Penalty: 968.501526
	Iteration 16Q: 3 clusters Score -1842208 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1842314.875000 Penalty: 968.501526
	Iteration 17Q: 3 clusters Score -1842315 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1842441.750000 Penalty: 968.501526
	Iteration 18Q: 3 clusters Score -1842442 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1842576.375000 Penalty: 968.501526
	Iteration 19Q: 3 clusters Score -1842576 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1842758.875000 Penalty: 968.501526
	Iteration 20F: 3 clusters Score -1842759 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1842973.250000 Penalty: 968.501526
	Iteration 21Q: 3 clusters Score -1842973 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1843219.125000 Penalty: 968.501526
	Iteration 22Q: 3 clusters Score -1843219 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1843496.250000 Penalty: 968.501526
	Iteration 23Q: 3 clusters Score -1843496 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1843764.375000 Penalty: 968.501526
	Iteration 24Q: 3 clusters Score -1843764 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1844107.750000 Penalty: 968.501526
	Iteration 25Q: 3 clusters Score -1844108 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1844498.625000 Penalty: 968.501526
	Iteration 26Q: 3 clusters Score -1844499 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1844940.000000 Penalty: 968.501526
	Iteration 27Q: 3 clusters Score -1844940 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1845432.125000 Penalty: 968.501526
	Iteration 28Q: 3 clusters Score -1845432 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1845967.125000 Penalty: 968.501526
	Iteration 29Q: 3 clusters Score -1845967 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1846584.875000 Penalty: 968.501526
	Iteration 30Q: 3 clusters Score -1846585 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1847216.750000 Penalty: 968.501526
	Iteration 31Q: 3 clusters Score -1847217 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1847826.125000 Penalty: 968.501526
	Iteration 32Q: 3 clusters Score -1847826 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1848293.250000 Penalty: 968.501526
	Iteration 33Q: 3 clusters Score -1848293 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1848689.625000 Penalty: 968.501526
	Iteration 34Q: 3 clusters Score -1848690 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1848995.625000 Penalty: 968.501526
	Iteration 35Q: 3 clusters Score -1848996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1849200.000000 Penalty: 968.501526
	Iteration 36Q: 3 clusters Score -1849200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1849299.500000 Penalty: 968.501526
	Iteration 37Q: 3 clusters Score -1849300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1849351.375000 Penalty: 968.501526
	Iteration 38Q: 3 clusters Score -1849351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1849379.375000 Penalty: 968.501526
	Iteration 39Q: 3 clusters Score -1849379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1849387.625000 Penalty: 968.501526
	Iteration 40F: 3 clusters Score -1849388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1849391.000000 Penalty: 968.501526
	Iteration 41Q: 3 clusters Score -1849391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1849391.500000 Penalty: 968.501526
	Iteration 42Q: 3 clusters Score -1849392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1849391.500000 Penalty: 968.501526
	Iteration 43F: 3 clusters Score -1849392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -103641.218750 Penalty: 355.738586
	Iteration 0F: 2 clusters Score -103641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -101889.226562 Penalty: 711.477173
	Iteration 0F: 3 clusters Score -101889.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -102527.867188 Penalty: 711.477173
	Iteration 1F: 3 clusters Score -102527.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -102619.414062 Penalty: 711.477173
	Iteration 2F: 3 clusters Score -102619.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -102700.976562 Penalty: 711.477173
	Iteration 3F: 3 clusters Score -102701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -102811.078125 Penalty: 711.477173
	Iteration 4Q: 3 clusters Score -102811.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -102956.796875 Penalty: 711.477173
	Iteration 5F: 3 clusters Score -102956.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -103092.851562 Penalty: 711.477173
	Iteration 6F: 3 clusters Score -103092.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -103156.312500 Penalty: 711.477173
	Iteration 7Q: 3 clusters Score -103156.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -103196.898438 Penalty: 711.477173
	Iteration 8Q: 3 clusters Score -103196.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -103223.875000 Penalty: 711.477173
	Iteration 9Q: 3 clusters Score -103223.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -103249.828125 Penalty: 711.477173
	Iteration 10Q: 3 clusters Score -103249.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -103269.648438 Penalty: 711.477173
	Iteration 11Q: 3 clusters Score -103269.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -103290.187500 Penalty: 711.477173
	Iteration 12Q: 3 clusters Score -103290.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -103305.796875 Penalty: 711.477173
	Iteration 13Q: 3 clusters Score -103305.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -103314.359375 Penalty: 711.477173
	Iteration 14Q: 3 clusters Score -103314.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -103321.484375 Penalty: 711.477173
	Iteration 15Q: 3 clusters Score -103321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -103324.484375 Penalty: 711.477173
	Iteration 16Q: 3 clusters Score -103324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -103328.304688 Penalty: 711.477173
	Iteration 17Q: 3 clusters Score -103328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -103331.804688 Penalty: 711.477173
	Iteration 18Q: 3 clusters Score -103331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -103334.742188 Penalty: 711.477173
	Iteration 19Q: 3 clusters Score -103334.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -103337.312500 Penalty: 711.477173
	Iteration 20F: 3 clusters Score -103337.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -103340.289062 Penalty: 711.477173
	Iteration 21Q: 3 clusters Score -103340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -103341.968750 Penalty: 711.477173
	Iteration 22Q: 3 clusters Score -103342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -103342.664062 Penalty: 711.477173
	Iteration 23Q: 3 clusters Score -103342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -103343.148438 Penalty: 711.477173
	Iteration 24Q: 3 clusters Score -103343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -103345.734375 Penalty: 711.477173
	Iteration 25Q: 3 clusters Score -103345.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -103348.929688 Penalty: 711.477173
	Iteration 26Q: 3 clusters Score -103348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -103350.906250 Penalty: 711.477173
	Iteration 27Q: 3 clusters Score -103350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -103354.007812 Penalty: 711.477173
	Iteration 28Q: 3 clusters Score -103354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -103356.835938 Penalty: 711.477173
	Iteration 29Q: 3 clusters Score -103356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -103358.023438 Penalty: 711.477173
	Iteration 30Q: 3 clusters Score -103358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -103358.828125 Penalty: 711.477173
	Iteration 31Q: 3 clusters Score -103358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -103360.265625 Penalty: 711.477173
	Iteration 32Q: 3 clusters Score -103360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -103360.929688 Penalty: 711.477173
	Iteration 33Q: 3 clusters Score -103360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -103361.101562 Penalty: 711.477173
	Iteration 34Q: 3 clusters Score -103361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -103361.171875 Penalty: 711.477173
	Iteration 35Q: 3 clusters Score -103361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -103361.460938 Penalty: 711.477173
	Iteration 36Q: 3 clusters Score -103361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -103361.460938 Penalty: 711.477173
	Iteration 37F: 3 clusters Score -103361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1447.635498 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1447.635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1454.979614 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1454.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1470.014282 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1470.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1482.695679 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1482.696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1490.146240 Penalty: 371.055908
	Iteration 4Q: 3 clusters Score -1490.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1493.963867 Penalty: 371.055908
	Iteration 5Q: 3 clusters Score -1493.964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1493.963867 Penalty: 371.055908
	Iteration 6F: 3 clusters Score -1493.964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Entering Unmasked Estep 
Score: -4531989.000000 Penalty: 523.609619
	Iteration 0F: 2 clusters Score -4531989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -4464962.500000 Penalty: 1047.219238
	Iteration 0F: 3 clusters Score -4464962 nChanged 48452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -4494582.000000 Penalty: 1047.219238
	Iteration 1F: 3 clusters Score -4494582 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -4496341.000000 Penalty: 1047.219238
	Iteration 2Q: 3 clusters Score -4496341 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -4499643.000000 Penalty: 1047.219238
	Iteration 3F: 3 clusters Score -4499643 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -4505360.000000 Penalty: 1047.219238
	Iteration 4F: 3 clusters Score -4505360 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -4513953.000000 Penalty: 1047.219238
	Iteration 5F: 3 clusters Score -4513953 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -4522801.000000 Penalty: 1047.219238
	Iteration 6F: 3 clusters Score -4522801 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -4528495.000000 Penalty: 1047.219238
	Iteration 7F: 3 clusters Score -4528495 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -4530706.500000 Penalty: 1047.219238
	Iteration 8Q: 3 clusters Score -4530706 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 99265 members 
Entering Unmasked Estep 
Score: -4531322.500000 Penalty: 1047.219238
	Iteration 9Q: 3 clusters Score -4531322 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -4531462.500000 Penalty: 1047.219238
	Iteration 10Q: 3 clusters Score -4531462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -4531497.500000 Penalty: 1047.219238
	Iteration 11Q: 3 clusters Score -4531498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -4531514.500000 Penalty: 1047.219238
	Iteration 12Q: 3 clusters Score -4531514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531516.000000 Penalty: 1047.219238
	Iteration 13Q: 3 clusters Score -4531516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531518.500000 Penalty: 1047.219238
	Iteration 14Q: 3 clusters Score -4531518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531521.500000 Penalty: 1047.219238
	Iteration 15Q: 3 clusters Score -4531522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531525.500000 Penalty: 1047.219238
	Iteration 16Q: 3 clusters Score -4531526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -4531524.000000 Penalty: 1047.219238
	Iteration 17Q: 3 clusters Score -4531524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -4531529.000000 Penalty: 1047.219238
	Iteration 18Q: 3 clusters Score -4531529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531529.500000 Penalty: 1047.219238
	Iteration 19Q: 3 clusters Score -4531530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -4531529.500000 Penalty: 1047.219238
	Iteration 20F: 3 clusters Score -4531530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -32975.136719 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -32975.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32235.968750 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -32235.97 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32488.851562 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -32488.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32557.984375 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -32557.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32596.386719 Penalty: 616.869385
	Iteration 3F: 3 clusters Score -32596.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32620.677734 Penalty: 616.869385
	Iteration 4Q: 3 clusters Score -32620.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -32628.789062 Penalty: 616.869385
	Iteration 5Q: 3 clusters Score -32628.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32632.517578 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -32632.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32637.050781 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -32637.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32643.828125 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -32643.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -32648.246094 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -32648.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -32649.927734 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -32649.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32651.187500 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -32651.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -32653.457031 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -32653.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -32658.599609 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -32658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -32663.716797 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -32663.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32671.685547 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -32671.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -32682.662109 Penalty: 616.869385
	Iteration 16Q: 3 clusters Score -32682.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32693.052734 Penalty: 616.869385
	Iteration 17Q: 3 clusters Score -32693.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -32704.027344 Penalty: 616.869385
	Iteration 18Q: 3 clusters Score -32704.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -32714.576172 Penalty: 616.869385
	Iteration 19Q: 3 clusters Score -32714.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -32720.869141 Penalty: 616.869385
	Iteration 20F: 3 clusters Score -32720.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -32724.738281 Penalty: 616.869385
	Iteration 21Q: 3 clusters Score -32724.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -32726.457031 Penalty: 616.869385
	Iteration 22Q: 3 clusters Score -32726.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -32728.099609 Penalty: 616.869385
	Iteration 23Q: 3 clusters Score -32728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -32731.349609 Penalty: 616.869385
	Iteration 24Q: 3 clusters Score -32731.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32734.716797 Penalty: 616.869385
	Iteration 25Q: 3 clusters Score -32734.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32739.255859 Penalty: 616.869385
	Iteration 26Q: 3 clusters Score -32739.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -32742.888672 Penalty: 616.869385
	Iteration 27Q: 3 clusters Score -32742.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -32748.419922 Penalty: 616.869385
	Iteration 28Q: 3 clusters Score -32748.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -32753.248047 Penalty: 616.869385
	Iteration 29Q: 3 clusters Score -32753.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -32754.929688 Penalty: 616.869385
	Iteration 30Q: 3 clusters Score -32754.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32757.736328 Penalty: 616.869385
	Iteration 31Q: 3 clusters Score -32757.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -32760.140625 Penalty: 616.869385
	Iteration 32Q: 3 clusters Score -32760.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -32761.919922 Penalty: 616.869385
	Iteration 33Q: 3 clusters Score -32761.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -32764.275391 Penalty: 616.869385
	Iteration 34Q: 3 clusters Score -32764.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -32767.546875 Penalty: 616.869385
	Iteration 35Q: 3 clusters Score -32767.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -32768.937500 Penalty: 616.869385
	Iteration 36Q: 3 clusters Score -32768.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -32769.558594 Penalty: 616.869385
	Iteration 37Q: 3 clusters Score -32769.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -32770.621094 Penalty: 616.869385
	Iteration 38Q: 3 clusters Score -32770.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -32771.812500 Penalty: 616.869385
	Iteration 39Q: 3 clusters Score -32771.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -32773.503906 Penalty: 616.869385
	Iteration 40F: 3 clusters Score -32773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -32774.093750 Penalty: 616.869385
	Iteration 41Q: 3 clusters Score -32774.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -32775.480469 Penalty: 616.869385
	Iteration 42Q: 3 clusters Score -32775.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -32776.738281 Penalty: 616.869385
	Iteration 43Q: 3 clusters Score -32776.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -32778.488281 Penalty: 616.869385
	Iteration 44Q: 3 clusters Score -32778.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -32780.468750 Penalty: 616.869385
	Iteration 45Q: 3 clusters Score -32780.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32781.503906 Penalty: 616.869385
	Iteration 46Q: 3 clusters Score -32781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -32782.625000 Penalty: 616.869385
	Iteration 47Q: 3 clusters Score -32782.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -32782.804688 Penalty: 616.869385
	Iteration 48Q: 3 clusters Score -32782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -32784.078125 Penalty: 616.869385
	Iteration 49Q: 3 clusters Score -32784.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -32786.925781 Penalty: 616.869385
	Iteration 50Q: 3 clusters Score -32786.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -32789.093750 Penalty: 616.869385
	Iteration 51Q: 3 clusters Score -32789.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32790.242188 Penalty: 616.869385
	Iteration 52Q: 3 clusters Score -32790.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -32790.519531 Penalty: 616.869385
	Iteration 53Q: 3 clusters Score -32790.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -32791.390625 Penalty: 616.869385
	Iteration 54Q: 3 clusters Score -32791.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32791.996094 Penalty: 616.869385
	Iteration 55Q: 3 clusters Score -32792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32792.359375 Penalty: 616.869385
	Iteration 56Q: 3 clusters Score -32792.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -32793.941406 Penalty: 616.869385
	Iteration 57Q: 3 clusters Score -32793.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32796.191406 Penalty: 616.869385
	Iteration 58Q: 3 clusters Score -32796.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -32796.933594 Penalty: 616.869385
	Iteration 59Q: 3 clusters Score -32796.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -32798.574219 Penalty: 616.869385
	Iteration 60F: 3 clusters Score -32798.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -32799.816406 Penalty: 616.869385
	Iteration 61Q: 3 clusters Score -32799.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -32800.445312 Penalty: 616.869385
	Iteration 62Q: 3 clusters Score -32800.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32801.101562 Penalty: 616.869385
	Iteration 63Q: 3 clusters Score -32801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32802.296875 Penalty: 616.869385
	Iteration 64Q: 3 clusters Score -32802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32802.296875 Penalty: 616.869385
	Iteration 65F: 3 clusters Score -32802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9519.875000 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -9519.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9170.479492 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -9170.479 nChanged 84
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: -9237.632812 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -9237.633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9261.637695 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -9261.638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9288.032227 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -9288.032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9305.632812 Penalty: 508.779846
	Iteration 4F: 3 clusters Score -9305.633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9320.355469 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -9320.355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9331.206055 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -9331.206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9344.185547 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -9344.186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9360.080078 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -9360.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9380.415039 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -9380.415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9391.614258 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -9391.614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9399.679688 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -9399.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9405.484375 Penalty: 508.779846
	Iteration 12Q: 3 clusters Score -9405.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9407.478516 Penalty: 508.779846
	Iteration 13Q: 3 clusters Score -9407.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9407.478516 Penalty: 508.779846
	Iteration 14F: 3 clusters Score -9407.479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (213964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213964 members 
Entering Unmasked Estep 
Score: -9526844.000000 Penalty: 558.447144
	Iteration 0F: 2 clusters Score -9526844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -9381513.000000 Penalty: 1116.894287
	Iteration 0F: 3 clusters Score -9381513 nChanged 105574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 110999 members 
Entering Unmasked Estep 
Score: -9445404.000000 Penalty: 1116.894287
	Iteration 1F: 3 clusters Score -9445404 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -9447600.000000 Penalty: 1116.894287
	Iteration 2Q: 3 clusters Score -9447600 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -9451255.000000 Penalty: 1116.894287
	Iteration 3Q: 3 clusters Score -9451255 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -9457831.000000 Penalty: 1116.894287
	Iteration 4Q: 3 clusters Score -9457831 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -9468543.000000 Penalty: 1116.894287
	Iteration 5F: 3 clusters Score -9468543 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -9480789.000000 Penalty: 1116.894287
	Iteration 6F: 3 clusters Score -9480789 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -9487593.000000 Penalty: 1116.894287
	Iteration 7F: 3 clusters Score -9487593 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -9489644.000000 Penalty: 1116.894287
	Iteration 8Q: 3 clusters Score -9489644 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -9490687.000000 Penalty: 1116.894287
	Iteration 9Q: 3 clusters Score -9490687 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 147643 members 
Entering Unmasked Estep 
Score: -9491642.000000 Penalty: 1116.894287
	Iteration 10Q: 3 clusters Score -9491642 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -9492742.000000 Penalty: 1116.894287
	Iteration 11Q: 3 clusters Score -9492742 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -9494049.000000 Penalty: 1116.894287
	Iteration 12Q: 3 clusters Score -9494049 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -9495619.000000 Penalty: 1116.894287
	Iteration 13Q: 3 clusters Score -9495619 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -9497361.000000 Penalty: 1116.894287
	Iteration 14Q: 3 clusters Score -9497361 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -9499281.000000 Penalty: 1116.894287
	Iteration 15Q: 3 clusters Score -9499281 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -9501547.000000 Penalty: 1116.894287
	Iteration 16Q: 3 clusters Score -9501547 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -9503961.000000 Penalty: 1116.894287
	Iteration 17Q: 3 clusters Score -9503961 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -9506412.000000 Penalty: 1116.894287
	Iteration 18Q: 3 clusters Score -9506412 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 190152 members 
Entering Unmasked Estep 
Score: -9509029.000000 Penalty: 1116.894287
	Iteration 19Q: 3 clusters Score -9509029 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 194628 members 
Entering Unmasked Estep 
Score: -9511781.000000 Penalty: 1116.894287
	Iteration 20F: 3 clusters Score -9511781 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 198879 members 
Entering Unmasked Estep 
Score: -9514580.000000 Penalty: 1116.894287
	Iteration 21Q: 3 clusters Score -9514580 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 202645 members 
Entering Unmasked Estep 
Score: -9517303.000000 Penalty: 1116.894287
	Iteration 22Q: 3 clusters Score -9517303 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 205797 members 
Entering Unmasked Estep 
Score: -9519704.000000 Penalty: 1116.894287
	Iteration 23Q: 3 clusters Score -9519704 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 208293 members 
Entering Unmasked Estep 
Score: -9521569.000000 Penalty: 1116.894287
	Iteration 24Q: 3 clusters Score -9521569 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 210225 members 
Entering Unmasked Estep 
Score: -9523158.000000 Penalty: 1116.894287
	Iteration 25Q: 3 clusters Score -9523158 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 211732 members 
Entering Unmasked Estep 
Score: -9524462.000000 Penalty: 1116.894287
	Iteration 26Q: 3 clusters Score -9524462 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 212805 members 
Entering Unmasked Estep 
Score: -9525323.000000 Penalty: 1116.894287
	Iteration 27Q: 3 clusters Score -9525323 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -9525929.000000 Penalty: 1116.894287
	Iteration 28Q: 3 clusters Score -9525929 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 213716 members 
Entering Unmasked Estep 
Score: -9526160.000000 Penalty: 1116.894287
	Iteration 29Q: 3 clusters Score -9526160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213819 members 
Entering Unmasked Estep 
Score: -9526267.000000 Penalty: 1116.894287
	Iteration 30Q: 3 clusters Score -9526267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 213860 members 
Entering Unmasked Estep 
Score: -9526324.000000 Penalty: 1116.894287
	Iteration 31Q: 3 clusters Score -9526324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 213869 members 
Entering Unmasked Estep 
Score: -9526348.000000 Penalty: 1116.894287
	Iteration 32Q: 3 clusters Score -9526348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 213870 members 
Entering Unmasked Estep 
Score: -9526362.000000 Penalty: 1116.894287
	Iteration 33Q: 3 clusters Score -9526362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -9526367.000000 Penalty: 1116.894287
	Iteration 34Q: 3 clusters Score -9526367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 213874 members 
Entering Unmasked Estep 
Score: -9526376.000000 Penalty: 1116.894287
	Iteration 35Q: 3 clusters Score -9526376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 213875 members 
Entering Unmasked Estep 
Score: -9526371.000000 Penalty: 1116.894287
	Iteration 36Q: 3 clusters Score -9526371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 213875 members 
Entering Unmasked Estep 
Score: -9526371.000000 Penalty: 1116.894287
	Iteration 37F: 3 clusters Score -9526371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Entering Unmasked Estep 
Score: -413355.281250 Penalty: 416.856232
	Iteration 0F: 2 clusters Score -413355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -407002.625000 Penalty: 833.712463
	Iteration 0F: 3 clusters Score -407002.6 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -409701.406250 Penalty: 833.712463
	Iteration 1F: 3 clusters Score -409701.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -410055.781250 Penalty: 833.712463
	Iteration 2F: 3 clusters Score -410055.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -410591.687500 Penalty: 833.712463
	Iteration 3F: 3 clusters Score -410591.7 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -411232.218750 Penalty: 833.712463
	Iteration 4F: 3 clusters Score -411232.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -411847.250000 Penalty: 833.712463
	Iteration 5F: 3 clusters Score -411847.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -412193.031250 Penalty: 833.712463
	Iteration 6F: 3 clusters Score -412193 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -412382.937500 Penalty: 833.712463
	Iteration 7Q: 3 clusters Score -412382.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -412500.906250 Penalty: 833.712463
	Iteration 8Q: 3 clusters Score -412500.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -412596.375000 Penalty: 833.712463
	Iteration 9Q: 3 clusters Score -412596.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -412679.843750 Penalty: 833.712463
	Iteration 10Q: 3 clusters Score -412679.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -412767.625000 Penalty: 833.712463
	Iteration 11Q: 3 clusters Score -412767.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -412833.406250 Penalty: 833.712463
	Iteration 12Q: 3 clusters Score -412833.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -412890.156250 Penalty: 833.712463
	Iteration 13Q: 3 clusters Score -412890.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -412936.875000 Penalty: 833.712463
	Iteration 14Q: 3 clusters Score -412936.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -412975.125000 Penalty: 833.712463
	Iteration 15Q: 3 clusters Score -412975.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -413005.750000 Penalty: 833.712463
	Iteration 16Q: 3 clusters Score -413005.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -413032.937500 Penalty: 833.712463
	Iteration 17Q: 3 clusters Score -413032.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -413056.437500 Penalty: 833.712463
	Iteration 18Q: 3 clusters Score -413056.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -413066.187500 Penalty: 833.712463
	Iteration 19Q: 3 clusters Score -413066.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -413076.843750 Penalty: 833.712463
	Iteration 20F: 3 clusters Score -413076.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -413080.656250 Penalty: 833.712463
	Iteration 21Q: 3 clusters Score -413080.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -413085.000000 Penalty: 833.712463
	Iteration 22Q: 3 clusters Score -413085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -413089.656250 Penalty: 833.712463
	Iteration 23Q: 3 clusters Score -413089.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -413090.812500 Penalty: 833.712463
	Iteration 24Q: 3 clusters Score -413090.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -413091.781250 Penalty: 833.712463
	Iteration 25Q: 3 clusters Score -413091.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -413092.687500 Penalty: 833.712463
	Iteration 26Q: 3 clusters Score -413092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -413093.375000 Penalty: 833.712463
	Iteration 27Q: 3 clusters Score -413093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -413094.531250 Penalty: 833.712463
	Iteration 28Q: 3 clusters Score -413094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -413096.593750 Penalty: 833.712463
	Iteration 29Q: 3 clusters Score -413096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -413097.468750 Penalty: 833.712463
	Iteration 30Q: 3 clusters Score -413097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -413096.843750 Penalty: 833.712463
	Iteration 31Q: 3 clusters Score -413096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -413097.500000 Penalty: 833.712463
	Iteration 32Q: 3 clusters Score -413097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -413098.000000 Penalty: 833.712463
	Iteration 33Q: 3 clusters Score -413098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -413098.125000 Penalty: 833.712463
	Iteration 34Q: 3 clusters Score -413098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -413098.187500 Penalty: 833.712463
	Iteration 35Q: 3 clusters Score -413098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -413098.187500 Penalty: 833.712463
	Iteration 36F: 3 clusters Score -413098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Entering Unmasked Estep 
Score: -2809819.500000 Penalty: 502.860962
	Iteration 0F: 2 clusters Score -2809820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -2767540.250000 Penalty: 1005.721924
	Iteration 0F: 3 clusters Score -2767540 nChanged 30540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -2785613.500000 Penalty: 1005.721924
	Iteration 1F: 3 clusters Score -2785614 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -2786366.000000 Penalty: 1005.721924
	Iteration 2Q: 3 clusters Score -2786366 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -2787582.000000 Penalty: 1005.721924
	Iteration 3Q: 3 clusters Score -2787582 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2789797.000000 Penalty: 1005.721924
	Iteration 4F: 3 clusters Score -2789797 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -2793145.500000 Penalty: 1005.721924
	Iteration 5F: 3 clusters Score -2793146 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -2797455.000000 Penalty: 1005.721924
	Iteration 6F: 3 clusters Score -2797455 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -2801410.250000 Penalty: 1005.721924
	Iteration 7F: 3 clusters Score -2801410 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -2804208.000000 Penalty: 1005.721924
	Iteration 8Q: 3 clusters Score -2804208 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -2806049.250000 Penalty: 1005.721924
	Iteration 9Q: 3 clusters Score -2806049 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -2807260.500000 Penalty: 1005.721924
	Iteration 10Q: 3 clusters Score -2807260 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -2808036.500000 Penalty: 1005.721924
	Iteration 11Q: 3 clusters Score -2808036 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -2808564.750000 Penalty: 1005.721924
	Iteration 12Q: 3 clusters Score -2808565 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -2808904.500000 Penalty: 1005.721924
	Iteration 13Q: 3 clusters Score -2808904 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -2809103.750000 Penalty: 1005.721924
	Iteration 14Q: 3 clusters Score -2809104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -2809232.000000 Penalty: 1005.721924
	Iteration 15Q: 3 clusters Score -2809232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -2809307.000000 Penalty: 1005.721924
	Iteration 16Q: 3 clusters Score -2809307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -2809334.000000 Penalty: 1005.721924
	Iteration 17Q: 3 clusters Score -2809334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -2809343.250000 Penalty: 1005.721924
	Iteration 18Q: 3 clusters Score -2809343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -2809351.750000 Penalty: 1005.721924
	Iteration 19Q: 3 clusters Score -2809352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -2809357.250000 Penalty: 1005.721924
	Iteration 20F: 3 clusters Score -2809357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -2809368.250000 Penalty: 1005.721924
	Iteration 21Q: 3 clusters Score -2809368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -2809370.250000 Penalty: 1005.721924
	Iteration 22Q: 3 clusters Score -2809370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -2809373.750000 Penalty: 1005.721924
	Iteration 23Q: 3 clusters Score -2809374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -2809375.750000 Penalty: 1005.721924
	Iteration 24Q: 3 clusters Score -2809376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -2809375.750000 Penalty: 1005.721924
	Iteration 25F: 3 clusters Score -2809376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 88271 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20213 members 
Mstep: Class 7 contains 36515 members 
Mstep: Class 8 contains 149793 members 
Mstep: Class 9 contains 11290 members 
Mstep: Class 10 contains 53243 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 35045 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 22029 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 224404 members 
Mstep: Class 18 contains 41893 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 213964 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 63063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950868.000000 Penalty: 16473.486328
Iteration 399Q: 27 clusters Score -4.695087e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 89199 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 20212 members 
Mstep: Class 7 contains 36512 members 
Mstep: Class 8 contains 149785 members 
Mstep: Class 9 contains 11299 members 
Mstep: Class 10 contains 53046 members 
Mstep: Class 11 contains 4251 members 
Mstep: Class 12 contains 35079 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 223880 members 
Mstep: Class 18 contains 41882 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 98268 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 215003 members 
Mstep: Class 25 contains 9519 members 
Mstep: Class 26 contains 63043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950892.000000 Penalty: 16473.486328
Iteration 400F: 27 clusters Score -4.695089e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 90122 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 20217 members 
Mstep: Class 7 contains 36513 members 
Mstep: Class 8 contains 149805 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 52797 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 35095 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8214 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 223382 members 
Mstep: Class 18 contains 41866 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 97007 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 216087 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 63033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951008.000000 Penalty: 16473.486328
Iteration 401Q: 27 clusters Score -4.695101e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 91081 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7292 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20219 members 
Mstep: Class 7 contains 36514 members 
Mstep: Class 8 contains 149793 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 52596 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 35110 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8210 members 
Mstep: Class 15 contains 22031 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 222822 members 
Mstep: Class 18 contains 41843 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 95736 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 217188 members 
Mstep: Class 25 contains 9527 members 
Mstep: Class 26 contains 63017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950960.000000 Penalty: 16473.486328
Iteration 402Q: 27 clusters Score -4.695096e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 92084 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7286 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20222 members 
Mstep: Class 7 contains 36516 members 
Mstep: Class 8 contains 149766 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 52428 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 35132 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8203 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 222280 members 
Mstep: Class 18 contains 41815 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 94515 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 218155 members 
Mstep: Class 25 contains 9517 members 
Mstep: Class 26 contains 63007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950804.000000 Penalty: 16473.486328
Iteration 403Q: 27 clusters Score -4.69508e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 93089 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20223 members 
Mstep: Class 7 contains 36516 members 
Mstep: Class 8 contains 149726 members 
Mstep: Class 9 contains 11296 members 
Mstep: Class 10 contains 52264 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 35158 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22027 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 221793 members 
Mstep: Class 18 contains 41787 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 93249 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 219109 members 
Mstep: Class 25 contains 9514 members 
Mstep: Class 26 contains 63005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950564.000000 Penalty: 16473.486328
Iteration 404Q: 27 clusters Score -4.695056e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 94127 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20224 members 
Mstep: Class 7 contains 36501 members 
Mstep: Class 8 contains 149706 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 10 contains 52040 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 35192 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 22026 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 221353 members 
Mstep: Class 18 contains 41761 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 91960 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 220049 members 
Mstep: Class 25 contains 9510 members 
Mstep: Class 26 contains 63007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950620.000000 Penalty: 16473.486328
Iteration 405Q: 27 clusters Score -4.695062e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 95192 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7251 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20227 members 
Mstep: Class 7 contains 36486 members 
Mstep: Class 8 contains 149664 members 
Mstep: Class 9 contains 11272 members 
Mstep: Class 10 contains 51920 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 35223 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22021 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 220799 members 
Mstep: Class 18 contains 41742 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 90624 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 221041 members 
Mstep: Class 25 contains 9521 members 
Mstep: Class 26 contains 62996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950388.000000 Penalty: 16473.486328
Iteration 406Q: 27 clusters Score -4.695039e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 96249 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7238 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20231 members 
Mstep: Class 7 contains 36500 members 
Mstep: Class 8 contains 149639 members 
Mstep: Class 9 contains 11276 members 
Mstep: Class 10 contains 51786 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 35264 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22018 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 220249 members 
Mstep: Class 18 contains 41721 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 89355 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 221939 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 62992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950516.000000 Penalty: 16473.486328
Iteration 407Q: 27 clusters Score -4.695052e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 97272 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7220 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20235 members 
Mstep: Class 7 contains 36505 members 
Mstep: Class 8 contains 149619 members 
Mstep: Class 9 contains 11274 members 
Mstep: Class 10 contains 51590 members 
Mstep: Class 11 contains 4251 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22016 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 219765 members 
Mstep: Class 18 contains 41702 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 88076 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 222874 members 
Mstep: Class 25 contains 9531 members 
Mstep: Class 26 contains 62991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950528.000000 Penalty: 16473.486328
Iteration 408Q: 27 clusters Score -4.695053e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 98239 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20233 members 
Mstep: Class 7 contains 36507 members 
Mstep: Class 8 contains 149573 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 51426 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 35365 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22014 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 219123 members 
Mstep: Class 18 contains 41686 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 86831 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 223990 members 
Mstep: Class 25 contains 9533 members 
Mstep: Class 26 contains 63000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950216.000000 Penalty: 16473.486328
Iteration 409Q: 27 clusters Score -4.695022e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 99247 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7186 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20231 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 149507 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 51308 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 35414 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 22014 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 218441 members 
Mstep: Class 18 contains 41669 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 85619 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 225037 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950032.000000 Penalty: 16473.486328
Iteration 410Q: 27 clusters Score -4.695003e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 100244 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20226 members 
Mstep: Class 7 contains 36508 members 
Mstep: Class 8 contains 149461 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 51130 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 35472 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 22018 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 217705 members 
Mstep: Class 18 contains 41659 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 84450 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 226155 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 63015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950068.000000 Penalty: 16473.486328
Iteration 411Q: 27 clusters Score -4.695007e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 101202 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7181 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20215 members 
Mstep: Class 7 contains 36517 members 
Mstep: Class 8 contains 149406 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 50924 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 35541 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 22025 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 216902 members 
Mstep: Class 18 contains 41651 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 83441 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 227200 members 
Mstep: Class 25 contains 9526 members 
Mstep: Class 26 contains 63027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950180.000000 Penalty: 16473.486328
Iteration 412Q: 27 clusters Score -4.695018e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 102208 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7178 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20206 members 
Mstep: Class 7 contains 36531 members 
Mstep: Class 8 contains 149360 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 50753 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 35603 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 216056 members 
Mstep: Class 18 contains 41639 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 82457 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 228190 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 63046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950336.000000 Penalty: 16473.486328
Iteration 413Q: 27 clusters Score -4.695034e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 103127 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7172 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20202 members 
Mstep: Class 7 contains 36541 members 
Mstep: Class 8 contains 149318 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 50602 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 35663 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8188 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 215103 members 
Mstep: Class 18 contains 41630 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 81482 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 229322 members 
Mstep: Class 25 contains 9529 members 
Mstep: Class 26 contains 63065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950548.000000 Penalty: 16473.486328
Iteration 414Q: 27 clusters Score -4.695055e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 103982 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 20209 members 
Mstep: Class 7 contains 36550 members 
Mstep: Class 8 contains 149260 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 50495 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 35717 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 22037 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 214240 members 
Mstep: Class 18 contains 41623 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 80373 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 230532 members 
Mstep: Class 25 contains 9526 members 
Mstep: Class 26 contains 63087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950456.000000 Penalty: 16473.486328
Iteration 415Q: 27 clusters Score -4.695046e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 104855 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 20215 members 
Mstep: Class 7 contains 36563 members 
Mstep: Class 8 contains 149187 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 50388 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 35773 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22043 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 213316 members 
Mstep: Class 18 contains 41618 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 79334 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 231736 members 
Mstep: Class 25 contains 9522 members 
Mstep: Class 26 contains 63114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950356.000000 Penalty: 16473.486328
Iteration 416Q: 27 clusters Score -4.695036e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 105825 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 20222 members 
Mstep: Class 7 contains 36548 members 
Mstep: Class 8 contains 149110 members 
Mstep: Class 9 contains 11171 members 
Mstep: Class 10 contains 50257 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 35836 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 22044 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 212349 members 
Mstep: Class 18 contains 41614 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 78276 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 232948 members 
Mstep: Class 25 contains 9516 members 
Mstep: Class 26 contains 63140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950144.000000 Penalty: 16473.486328
Iteration 417Q: 27 clusters Score -4.695014e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 106791 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 20229 members 
Mstep: Class 7 contains 36555 members 
Mstep: Class 8 contains 149046 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 50062 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 35908 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 22047 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 211413 members 
Mstep: Class 18 contains 41615 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 77302 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 234079 members 
Mstep: Class 25 contains 9501 members 
Mstep: Class 26 contains 63158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950288.000000 Penalty: 16473.486328
Iteration 418Q: 27 clusters Score -4.695029e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 107773 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 7140 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 20236 members 
Mstep: Class 7 contains 36548 members 
Mstep: Class 8 contains 148963 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 49889 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 35972 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 22045 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 210454 members 
Mstep: Class 18 contains 41612 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 76375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 235176 members 
Mstep: Class 25 contains 9499 members 
Mstep: Class 26 contains 63183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950232.000000 Penalty: 16473.486328
Iteration 419Q: 27 clusters Score -4.695023e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 108665 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 36542 members 
Mstep: Class 8 contains 148834 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 49705 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 36055 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22046 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 209501 members 
Mstep: Class 18 contains 41608 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 75506 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 236325 members 
Mstep: Class 25 contains 9496 members 
Mstep: Class 26 contains 63220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950132.000000 Penalty: 16473.486328
Iteration 420F: 27 clusters Score -4.695013e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 109602 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 20252 members 
Mstep: Class 7 contains 36556 members 
Mstep: Class 8 contains 148731 members 
Mstep: Class 9 contains 11133 members 
Mstep: Class 10 contains 49513 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 12 contains 36122 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8205 members 
Mstep: Class 15 contains 22053 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 208562 members 
Mstep: Class 18 contains 41606 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 74723 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 237329 members 
Mstep: Class 25 contains 9498 members 
Mstep: Class 26 contains 63234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950276.000000 Penalty: 16473.486328
Iteration 421Q: 27 clusters Score -4.695028e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 110545 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 7115 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 36560 members 
Mstep: Class 8 contains 148582 members 
Mstep: Class 9 contains 11124 members 
Mstep: Class 10 contains 49434 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 36203 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 8207 members 
Mstep: Class 15 contains 22054 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 207715 members 
Mstep: Class 18 contains 41606 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 73810 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 238276 members 
Mstep: Class 25 contains 9494 members 
Mstep: Class 26 contains 63248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950244.000000 Penalty: 16473.486328
Iteration 422Q: 27 clusters Score -4.695024e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 111453 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 36565 members 
Mstep: Class 8 contains 148455 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 49292 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 36311 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 22054 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 206604 members 
Mstep: Class 18 contains 41602 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 239374 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 63266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949876.000000 Penalty: 16473.486328
Iteration 423Q: 27 clusters Score -4.694988e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 112359 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 36574 members 
Mstep: Class 8 contains 148347 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 49170 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 36405 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8211 members 
Mstep: Class 15 contains 22055 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 205360 members 
Mstep: Class 18 contains 41591 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 72238 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 240593 members 
Mstep: Class 25 contains 9508 members 
Mstep: Class 26 contains 63291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949884.000000 Penalty: 16473.486328
Iteration 424Q: 27 clusters Score -4.694988e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 113322 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 36580 members 
Mstep: Class 8 contains 148221 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 49072 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 36481 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 22057 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 204193 members 
Mstep: Class 18 contains 41574 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 71400 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 241724 members 
Mstep: Class 25 contains 9519 members 
Mstep: Class 26 contains 63320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949924.000000 Penalty: 16473.486328
Iteration 425Q: 27 clusters Score -4.694992e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 114284 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7127 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 36601 members 
Mstep: Class 8 contains 148089 members 
Mstep: Class 9 contains 11108 members 
Mstep: Class 10 contains 48974 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 36560 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 22061 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 202845 members 
Mstep: Class 18 contains 41571 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 70601 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 242988 members 
Mstep: Class 25 contains 9542 members 
Mstep: Class 26 contains 63337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949968.000000 Penalty: 16473.486328
Iteration 426Q: 27 clusters Score -4.694997e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 115306 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 36626 members 
Mstep: Class 8 contains 148002 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 36633 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8210 members 
Mstep: Class 15 contains 22069 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 201553 members 
Mstep: Class 18 contains 41562 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 69807 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 244155 members 
Mstep: Class 25 contains 9553 members 
Mstep: Class 26 contains 63357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949856.000000 Penalty: 16473.486328
Iteration 427Q: 27 clusters Score -4.694986e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 116354 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7109 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 36637 members 
Mstep: Class 8 contains 147939 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 48715 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 36706 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 22073 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 200268 members 
Mstep: Class 18 contains 41547 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 69004 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 245264 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 63368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950116.000000 Penalty: 16473.486328
Iteration 428Q: 27 clusters Score -4.695012e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 117364 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 36641 members 
Mstep: Class 8 contains 147861 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 48570 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 36783 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8207 members 
Mstep: Class 15 contains 22080 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 198773 members 
Mstep: Class 18 contains 41538 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 68332 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 246520 members 
Mstep: Class 25 contains 9571 members 
Mstep: Class 26 contains 63387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950280.000000 Penalty: 16473.486328
Iteration 429Q: 27 clusters Score -4.695028e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 118378 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7099 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 36642 members 
Mstep: Class 8 contains 147777 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 48469 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 36854 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8205 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 197361 members 
Mstep: Class 18 contains 41531 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 67621 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 247730 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 63394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950380.000000 Penalty: 16473.486328
Iteration 430Q: 27 clusters Score -4.695038e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 119445 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 147721 members 
Mstep: Class 9 contains 11149 members 
Mstep: Class 10 contains 48363 members 
Mstep: Class 11 contains 4204 members 
Mstep: Class 12 contains 36940 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 195978 members 
Mstep: Class 18 contains 41528 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 66824 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 248907 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 63395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950096.000000 Penalty: 16473.486328
Iteration 431Q: 27 clusters Score -4.69501e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 120430 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 36645 members 
Mstep: Class 8 contains 147639 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 48246 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 37041 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8203 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 194473 members 
Mstep: Class 18 contains 41527 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 66144 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 250195 members 
Mstep: Class 25 contains 9564 members 
Mstep: Class 26 contains 63394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950088.000000 Penalty: 16473.486328
Iteration 432Q: 27 clusters Score -4.695009e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 121503 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 147567 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 10 contains 48114 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 37127 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 192974 members 
Mstep: Class 18 contains 41525 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 65433 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 251449 members 
Mstep: Class 25 contains 9577 members 
Mstep: Class 26 contains 63380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949900.000000 Penalty: 16473.486328
Iteration 433Q: 27 clusters Score -4.69499e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 122550 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 36635 members 
Mstep: Class 8 contains 147462 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 48010 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 37220 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22091 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 191612 members 
Mstep: Class 18 contains 41522 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 64618 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 252680 members 
Mstep: Class 25 contains 9573 members 
Mstep: Class 26 contains 63392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950008.000000 Penalty: 16473.486328
Iteration 434Q: 27 clusters Score -4.695001e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 123599 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 36644 members 
Mstep: Class 8 contains 147360 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 37341 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22091 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 190144 members 
Mstep: Class 18 contains 41521 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 63823 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 253967 members 
Mstep: Class 25 contains 9569 members 
Mstep: Class 26 contains 63387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950132.000000 Penalty: 16473.486328
Iteration 435Q: 27 clusters Score -4.695013e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 124698 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 36648 members 
Mstep: Class 8 contains 147153 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 48012 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 37443 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 188769 members 
Mstep: Class 18 contains 41512 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 63009 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 255074 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 63408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950496.000000 Penalty: 16473.486328
Iteration 436Q: 27 clusters Score -4.69505e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 125823 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20294 members 
Mstep: Class 7 contains 36653 members 
Mstep: Class 8 contains 147011 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 47960 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 37537 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 187291 members 
Mstep: Class 18 contains 41490 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 62295 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 256241 members 
Mstep: Class 25 contains 9548 members 
Mstep: Class 26 contains 63424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950356.000000 Penalty: 16473.486328
Iteration 437Q: 27 clusters Score -4.695036e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 126945 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20298 members 
Mstep: Class 7 contains 36636 members 
Mstep: Class 8 contains 146876 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 47882 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 37639 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 185803 members 
Mstep: Class 18 contains 41483 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 61590 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 257461 members 
Mstep: Class 25 contains 9533 members 
Mstep: Class 26 contains 63439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950460.000000 Penalty: 16473.486328
Iteration 438Q: 27 clusters Score -4.695046e+07 nChanged 5075
Entering ConstructFrom: 
Score: -46950460.000000 Penalty: 16473.486328
Entering ConstructFrom: 
Trying to split cluster 1 (17995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Entering Unmasked Estep 
Score: -792690.250000 Penalty: 445.802155
	Iteration 0F: 2 clusters Score -792690.2 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 8983 members 
Entering Unmasked Estep 
Score: -780692.187500 Penalty: 891.604309
	Iteration 0F: 3 clusters Score -780692.2 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -785470.187500 Penalty: 891.604309
	Iteration 1F: 3 clusters Score -785470.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -785579.125000 Penalty: 891.604309
	Iteration 2Q: 3 clusters Score -785579.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -785681.750000 Penalty: 891.604309
	Iteration 3Q: 3 clusters Score -785681.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -785818.250000 Penalty: 891.604309
	Iteration 4Q: 3 clusters Score -785818.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -786019.312500 Penalty: 891.604309
	Iteration 5Q: 3 clusters Score -786019.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -786359.250000 Penalty: 891.604309
	Iteration 6Q: 3 clusters Score -786359.2 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -786949.812500 Penalty: 891.604309
	Iteration 7F: 3 clusters Score -786949.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -787953.187500 Penalty: 891.604309
	Iteration 8F: 3 clusters Score -787953.2 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -789427.187500 Penalty: 891.604309
	Iteration 9F: 3 clusters Score -789427.2 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -790872.750000 Penalty: 891.604309
	Iteration 10F: 3 clusters Score -790872.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -791778.687500 Penalty: 891.604309
	Iteration 11Q: 3 clusters Score -791778.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -792160.875000 Penalty: 891.604309
	Iteration 12Q: 3 clusters Score -792160.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -792256.437500 Penalty: 891.604309
	Iteration 13Q: 3 clusters Score -792256.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -792277.625000 Penalty: 891.604309
	Iteration 14Q: 3 clusters Score -792277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -792293.125000 Penalty: 891.604309
	Iteration 15Q: 3 clusters Score -792293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -792299.500000 Penalty: 891.604309
	Iteration 16Q: 3 clusters Score -792299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -792303.062500 Penalty: 891.604309
	Iteration 17Q: 3 clusters Score -792303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -792304.875000 Penalty: 891.604309
	Iteration 18Q: 3 clusters Score -792304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -792309.500000 Penalty: 891.604309
	Iteration 19Q: 3 clusters Score -792309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -792310.625000 Penalty: 891.604309
	Iteration 20F: 3 clusters Score -792310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -792310.062500 Penalty: 891.604309
	Iteration 21Q: 3 clusters Score -792310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -792310.062500 Penalty: 891.604309
	Iteration 22F: 3 clusters Score -792310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Entering Unmasked Estep 
Score: -5665226.000000 Penalty: 535.081604
	Iteration 0F: 2 clusters Score -5665226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -5578133.500000 Penalty: 1070.163208
	Iteration 0F: 3 clusters Score -5578134 nChanged 62702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -5619256.000000 Penalty: 1070.163208
	Iteration 1F: 3 clusters Score -5619256 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5623374.500000 Penalty: 1070.163208
	Iteration 2F: 3 clusters Score -5623374 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -5630495.500000 Penalty: 1070.163208
	Iteration 3F: 3 clusters Score -5630496 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5641439.000000 Penalty: 1070.163208
	Iteration 4F: 3 clusters Score -5641439 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5652223.500000 Penalty: 1070.163208
	Iteration 5F: 3 clusters Score -5652224 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5658665.000000 Penalty: 1070.163208
	Iteration 6F: 3 clusters Score -5658665 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5662054.000000 Penalty: 1070.163208
	Iteration 7Q: 3 clusters Score -5662054 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5663694.000000 Penalty: 1070.163208
	Iteration 8Q: 3 clusters Score -5663694 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5664619.000000 Penalty: 1070.163208
	Iteration 9Q: 3 clusters Score -5664619 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5665093.000000 Penalty: 1070.163208
	Iteration 10Q: 3 clusters Score -5665093 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5665311.000000 Penalty: 1070.163208
	Iteration 11Q: 3 clusters Score -5665311 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5665412.500000 Penalty: 1070.163208
	Iteration 12Q: 3 clusters Score -5665412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5665441.500000 Penalty: 1070.163208
	Iteration 13Q: 3 clusters Score -5665442 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5665433.500000 Penalty: 1070.163208
	Iteration 14Q: 3 clusters Score -5665434 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5665431.000000 Penalty: 1070.163208
	Iteration 15Q: 3 clusters Score -5665431 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5665441.000000 Penalty: 1070.163208
	Iteration 16Q: 3 clusters Score -5665441 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5665442.500000 Penalty: 1070.163208
	Iteration 17Q: 3 clusters Score -5665442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5665434.500000 Penalty: 1070.163208
	Iteration 18Q: 3 clusters Score -5665434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5665433.000000 Penalty: 1070.163208
	Iteration 19Q: 3 clusters Score -5665433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5665425.500000 Penalty: 1070.163208
	Iteration 20F: 3 clusters Score -5665426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5665429.000000 Penalty: 1070.163208
	Iteration 21Q: 3 clusters Score -5665429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5665421.500000 Penalty: 1070.163208
	Iteration 22Q: 3 clusters Score -5665422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5665423.500000 Penalty: 1070.163208
	Iteration 23Q: 3 clusters Score -5665424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5665414.500000 Penalty: 1070.163208
	Iteration 24Q: 3 clusters Score -5665414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5665413.500000 Penalty: 1070.163208
	Iteration 25Q: 3 clusters Score -5665414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5665411.000000 Penalty: 1070.163208
	Iteration 26Q: 3 clusters Score -5665411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5665413.000000 Penalty: 1070.163208
	Iteration 27Q: 3 clusters Score -5665413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5665414.000000 Penalty: 1070.163208
	Iteration 28Q: 3 clusters Score -5665414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5665418.000000 Penalty: 1070.163208
	Iteration 29Q: 3 clusters Score -5665418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5665418.000000 Penalty: 1070.163208
	Iteration 30F: 3 clusters Score -5665418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 89190 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7062 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20304 members 
Mstep: Class 7 contains 36628 members 
Mstep: Class 8 contains 146758 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 47805 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 37746 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 184497 members 
Mstep: Class 18 contains 41473 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 60847 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 258526 members 
Mstep: Class 25 contains 9520 members 
Mstep: Class 26 contains 63458 members 
Mstep: Class 27 contains 38842 members 
Entering Unmasked Estep 
Score: -46950844.000000 Penalty: 17107.082031
Splitting cluster 2 changes total score from -46950460.000000 to -46950844.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -71942.289062 Penalty: 337.390472
	Iteration 0F: 2 clusters Score -71942.29 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 817 members 
Entering Unmasked Estep 
Score: -70714.351562 Penalty: 674.780945
	Iteration 0F: 3 clusters Score -70714.35 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -71076.437500 Penalty: 674.780945
	Iteration 1F: 3 clusters Score -71076.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -71117.921875 Penalty: 674.780945
	Iteration 2F: 3 clusters Score -71117.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -71154.960938 Penalty: 674.780945
	Iteration 3Q: 3 clusters Score -71154.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -71176.039062 Penalty: 674.780945
	Iteration 4Q: 3 clusters Score -71176.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71188.656250 Penalty: 674.780945
	Iteration 5Q: 3 clusters Score -71188.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71200.257812 Penalty: 674.780945
	Iteration 6Q: 3 clusters Score -71200.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -71217.320312 Penalty: 674.780945
	Iteration 7Q: 3 clusters Score -71217.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -71234.164062 Penalty: 674.780945
	Iteration 8Q: 3 clusters Score -71234.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -71248.164062 Penalty: 674.780945
	Iteration 9Q: 3 clusters Score -71248.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -71259.335938 Penalty: 674.780945
	Iteration 10Q: 3 clusters Score -71259.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -71269.593750 Penalty: 674.780945
	Iteration 11Q: 3 clusters Score -71269.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -71279.703125 Penalty: 674.780945
	Iteration 12Q: 3 clusters Score -71279.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -71289.320312 Penalty: 674.780945
	Iteration 13Q: 3 clusters Score -71289.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -71299.625000 Penalty: 674.780945
	Iteration 14Q: 3 clusters Score -71299.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -71314.429688 Penalty: 674.780945
	Iteration 15Q: 3 clusters Score -71314.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -71334.882812 Penalty: 674.780945
	Iteration 16Q: 3 clusters Score -71334.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -71359.781250 Penalty: 674.780945
	Iteration 17Q: 3 clusters Score -71359.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -71379.210938 Penalty: 674.780945
	Iteration 18Q: 3 clusters Score -71379.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -71394.031250 Penalty: 674.780945
	Iteration 19Q: 3 clusters Score -71394.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -71404.156250 Penalty: 674.780945
	Iteration 20F: 3 clusters Score -71404.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -71415.648438 Penalty: 674.780945
	Iteration 21Q: 3 clusters Score -71415.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -71421.523438 Penalty: 674.780945
	Iteration 22Q: 3 clusters Score -71421.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -71427.523438 Penalty: 674.780945
	Iteration 23Q: 3 clusters Score -71427.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -71431.914062 Penalty: 674.780945
	Iteration 24Q: 3 clusters Score -71431.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -71438.625000 Penalty: 674.780945
	Iteration 25Q: 3 clusters Score -71438.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -71445.679688 Penalty: 674.780945
	Iteration 26Q: 3 clusters Score -71445.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -71453.250000 Penalty: 674.780945
	Iteration 27Q: 3 clusters Score -71453.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -71462.203125 Penalty: 674.780945
	Iteration 28Q: 3 clusters Score -71462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -71464.960938 Penalty: 674.780945
	Iteration 29Q: 3 clusters Score -71464.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -71468.289062 Penalty: 674.780945
	Iteration 30Q: 3 clusters Score -71468.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -71469.320312 Penalty: 674.780945
	Iteration 31Q: 3 clusters Score -71469.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -71470.890625 Penalty: 674.780945
	Iteration 32Q: 3 clusters Score -71470.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -71471.585938 Penalty: 674.780945
	Iteration 33Q: 3 clusters Score -71471.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -71472.585938 Penalty: 674.780945
	Iteration 34Q: 3 clusters Score -71472.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -71473.585938 Penalty: 674.780945
	Iteration 35Q: 3 clusters Score -71473.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -71474.164062 Penalty: 674.780945
	Iteration 36Q: 3 clusters Score -71474.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -71474.312500 Penalty: 674.780945
	Iteration 37Q: 3 clusters Score -71474.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -71474.312500 Penalty: 674.780945
	Iteration 38F: 3 clusters Score -71474.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -312320.062500 Penalty: 403.243011
	Iteration 0F: 2 clusters Score -312320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -307573.843750 Penalty: 806.486023
	Iteration 0F: 3 clusters Score -307573.8 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -309472.843750 Penalty: 806.486023
	Iteration 1F: 3 clusters Score -309472.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -309785.343750 Penalty: 806.486023
	Iteration 2F: 3 clusters Score -309785.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -310172.937500 Penalty: 806.486023
	Iteration 3F: 3 clusters Score -310172.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -310681.812500 Penalty: 806.486023
	Iteration 4F: 3 clusters Score -310681.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -311240.656250 Penalty: 806.486023
	Iteration 5F: 3 clusters Score -311240.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -311620.250000 Penalty: 806.486023
	Iteration 6F: 3 clusters Score -311620.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -311821.906250 Penalty: 806.486023
	Iteration 7Q: 3 clusters Score -311821.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -311907.406250 Penalty: 806.486023
	Iteration 8Q: 3 clusters Score -311907.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -311939.375000 Penalty: 806.486023
	Iteration 9Q: 3 clusters Score -311939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -311966.593750 Penalty: 806.486023
	Iteration 10Q: 3 clusters Score -311966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -311974.781250 Penalty: 806.486023
	Iteration 11Q: 3 clusters Score -311974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -311978.656250 Penalty: 806.486023
	Iteration 12Q: 3 clusters Score -311978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -311981.562500 Penalty: 806.486023
	Iteration 13Q: 3 clusters Score -311981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -311981.562500 Penalty: 806.486023
	Iteration 14F: 3 clusters Score -311981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -142582.312500 Penalty: 368.015594
	Iteration 0F: 2 clusters Score -142582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -140351.781250 Penalty: 736.031189
	Iteration 0F: 3 clusters Score -140351.8 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -141126.546875 Penalty: 736.031189
	Iteration 1F: 3 clusters Score -141126.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -141196.687500 Penalty: 736.031189
	Iteration 2F: 3 clusters Score -141196.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -141236.531250 Penalty: 736.031189
	Iteration 3Q: 3 clusters Score -141236.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -141269.828125 Penalty: 736.031189
	Iteration 4Q: 3 clusters Score -141269.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -141295.250000 Penalty: 736.031189
	Iteration 5Q: 3 clusters Score -141295.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -141315.312500 Penalty: 736.031189
	Iteration 6Q: 3 clusters Score -141315.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -141334.156250 Penalty: 736.031189
	Iteration 7Q: 3 clusters Score -141334.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -141351.265625 Penalty: 736.031189
	Iteration 8Q: 3 clusters Score -141351.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -141368.031250 Penalty: 736.031189
	Iteration 9Q: 3 clusters Score -141368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -141394.781250 Penalty: 736.031189
	Iteration 10Q: 3 clusters Score -141394.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -141438.500000 Penalty: 736.031189
	Iteration 11Q: 3 clusters Score -141438.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -141495.328125 Penalty: 736.031189
	Iteration 12Q: 3 clusters Score -141495.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -141565.250000 Penalty: 736.031189
	Iteration 13Q: 3 clusters Score -141565.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -141639.437500 Penalty: 736.031189
	Iteration 14Q: 3 clusters Score -141639.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -141728.421875 Penalty: 736.031189
	Iteration 15Q: 3 clusters Score -141728.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -141830.187500 Penalty: 736.031189
	Iteration 16Q: 3 clusters Score -141830.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -141912.265625 Penalty: 736.031189
	Iteration 17Q: 3 clusters Score -141912.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -141968.656250 Penalty: 736.031189
	Iteration 18Q: 3 clusters Score -141968.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -142008.171875 Penalty: 736.031189
	Iteration 19Q: 3 clusters Score -142008.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -142044.453125 Penalty: 736.031189
	Iteration 20F: 3 clusters Score -142044.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -142070.250000 Penalty: 736.031189
	Iteration 21Q: 3 clusters Score -142070.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -142094.593750 Penalty: 736.031189
	Iteration 22Q: 3 clusters Score -142094.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -142109.046875 Penalty: 736.031189
	Iteration 23Q: 3 clusters Score -142109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -142120.671875 Penalty: 736.031189
	Iteration 24Q: 3 clusters Score -142120.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -142129.984375 Penalty: 736.031189
	Iteration 25Q: 3 clusters Score -142130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -142139.812500 Penalty: 736.031189
	Iteration 26Q: 3 clusters Score -142139.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -142150.921875 Penalty: 736.031189
	Iteration 27Q: 3 clusters Score -142150.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -142163.046875 Penalty: 736.031189
	Iteration 28Q: 3 clusters Score -142163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -142168.421875 Penalty: 736.031189
	Iteration 29Q: 3 clusters Score -142168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -142172.093750 Penalty: 736.031189
	Iteration 30Q: 3 clusters Score -142172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -142174.750000 Penalty: 736.031189
	Iteration 31Q: 3 clusters Score -142174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -142175.640625 Penalty: 736.031189
	Iteration 32Q: 3 clusters Score -142175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -142176.796875 Penalty: 736.031189
	Iteration 33Q: 3 clusters Score -142176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -142176.968750 Penalty: 736.031189
	Iteration 34Q: 3 clusters Score -142177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -142177.421875 Penalty: 736.031189
	Iteration 35Q: 3 clusters Score -142177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -142177.968750 Penalty: 736.031189
	Iteration 36Q: 3 clusters Score -142178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -142177.968750 Penalty: 736.031189
	Iteration 37F: 3 clusters Score -142178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Entering Unmasked Estep 
Score: -899577.000000 Penalty: 451.295074
	Iteration 0F: 2 clusters Score -899577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -886034.750000 Penalty: 902.590149
	Iteration 0F: 3 clusters Score -886034.8 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -891769.812500 Penalty: 902.590149
	Iteration 1F: 3 clusters Score -891769.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -892236.312500 Penalty: 902.590149
	Iteration 2Q: 3 clusters Score -892236.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -893158.562500 Penalty: 902.590149
	Iteration 3F: 3 clusters Score -893158.6 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -894556.500000 Penalty: 902.590149
	Iteration 4F: 3 clusters Score -894556.5 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -895927.875000 Penalty: 902.590149
	Iteration 5F: 3 clusters Score -895927.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -896758.812500 Penalty: 902.590149
	Iteration 6F: 3 clusters Score -896758.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -897303.187500 Penalty: 902.590149
	Iteration 7Q: 3 clusters Score -897303.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -897767.250000 Penalty: 902.590149
	Iteration 8Q: 3 clusters Score -897767.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -898186.375000 Penalty: 902.590149
	Iteration 9Q: 3 clusters Score -898186.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -898531.250000 Penalty: 902.590149
	Iteration 10Q: 3 clusters Score -898531.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -898734.625000 Penalty: 902.590149
	Iteration 11Q: 3 clusters Score -898734.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -898855.187500 Penalty: 902.590149
	Iteration 12Q: 3 clusters Score -898855.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -898931.125000 Penalty: 902.590149
	Iteration 13Q: 3 clusters Score -898931.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -898971.500000 Penalty: 902.590149
	Iteration 14Q: 3 clusters Score -898971.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -898992.000000 Penalty: 902.590149
	Iteration 15Q: 3 clusters Score -898992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -899005.812500 Penalty: 902.590149
	Iteration 16Q: 3 clusters Score -899005.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -899011.937500 Penalty: 902.590149
	Iteration 17Q: 3 clusters Score -899011.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -899011.687500 Penalty: 902.590149
	Iteration 18Q: 3 clusters Score -899011.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -899014.687500 Penalty: 902.590149
	Iteration 19Q: 3 clusters Score -899014.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -899021.375000 Penalty: 902.590149
	Iteration 20F: 3 clusters Score -899021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -899022.062500 Penalty: 902.590149
	Iteration 21Q: 3 clusters Score -899022.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -899025.250000 Penalty: 902.590149
	Iteration 22Q: 3 clusters Score -899025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -899023.875000 Penalty: 902.590149
	Iteration 23Q: 3 clusters Score -899023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -899023.125000 Penalty: 902.590149
	Iteration 24Q: 3 clusters Score -899023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -899023.125000 Penalty: 902.590149
	Iteration 25Q: 3 clusters Score -899023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -899022.625000 Penalty: 902.590149
	Iteration 26Q: 3 clusters Score -899022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -899023.000000 Penalty: 902.590149
	Iteration 27Q: 3 clusters Score -899023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -899024.937500 Penalty: 902.590149
	Iteration 28Q: 3 clusters Score -899024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -899025.062500 Penalty: 902.590149
	Iteration 29Q: 3 clusters Score -899025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -899028.125000 Penalty: 902.590149
	Iteration 30Q: 3 clusters Score -899028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -899028.062500 Penalty: 902.590149
	Iteration 31Q: 3 clusters Score -899028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -899027.562500 Penalty: 902.590149
	Iteration 32Q: 3 clusters Score -899027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -899028.187500 Penalty: 902.590149
	Iteration 33Q: 3 clusters Score -899028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -899028.625000 Penalty: 902.590149
	Iteration 34Q: 3 clusters Score -899028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -899027.562500 Penalty: 902.590149
	Iteration 35Q: 3 clusters Score -899027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -899028.500000 Penalty: 902.590149
	Iteration 36Q: 3 clusters Score -899028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -899029.187500 Penalty: 902.590149
	Iteration 37Q: 3 clusters Score -899029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -899030.187500 Penalty: 902.590149
	Iteration 38Q: 3 clusters Score -899030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -899028.000000 Penalty: 902.590149
	Iteration 39Q: 3 clusters Score -899028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -899027.625000 Penalty: 902.590149
	Iteration 40F: 3 clusters Score -899027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -899027.562500 Penalty: 902.590149
	Iteration 41Q: 3 clusters Score -899027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -899027.562500 Penalty: 902.590149
	Iteration 42F: 3 clusters Score -899027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Entering Unmasked Estep 
Score: -1490952.125000 Penalty: 478.139832
	Iteration 0F: 2 clusters Score -1490952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1466353.750000 Penalty: 956.279663
	Iteration 0F: 3 clusters Score -1466354 nChanged 17617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1477078.000000 Penalty: 956.279663
	Iteration 1F: 3 clusters Score -1477078 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1477900.750000 Penalty: 956.279663
	Iteration 2Q: 3 clusters Score -1477901 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1478946.375000 Penalty: 956.279663
	Iteration 3F: 3 clusters Score -1478946 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -1480408.750000 Penalty: 956.279663
	Iteration 4F: 3 clusters Score -1480409 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -1482525.875000 Penalty: 956.279663
	Iteration 5F: 3 clusters Score -1482526 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1484939.375000 Penalty: 956.279663
	Iteration 6F: 3 clusters Score -1484939 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1486289.750000 Penalty: 956.279663
	Iteration 7F: 3 clusters Score -1486290 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -1486844.750000 Penalty: 956.279663
	Iteration 8Q: 3 clusters Score -1486845 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -1487140.625000 Penalty: 956.279663
	Iteration 9Q: 3 clusters Score -1487141 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1487385.625000 Penalty: 956.279663
	Iteration 10Q: 3 clusters Score -1487386 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -1487602.000000 Penalty: 956.279663
	Iteration 11Q: 3 clusters Score -1487602 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -1487863.500000 Penalty: 956.279663
	Iteration 12Q: 3 clusters Score -1487864 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -1488105.250000 Penalty: 956.279663
	Iteration 13Q: 3 clusters Score -1488105 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -1488314.000000 Penalty: 956.279663
	Iteration 14Q: 3 clusters Score -1488314 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -1488463.625000 Penalty: 956.279663
	Iteration 15Q: 3 clusters Score -1488464 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1488594.000000 Penalty: 956.279663
	Iteration 16Q: 3 clusters Score -1488594 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -1488692.250000 Penalty: 956.279663
	Iteration 17Q: 3 clusters Score -1488692 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -1488799.000000 Penalty: 956.279663
	Iteration 18Q: 3 clusters Score -1488799 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -1488905.625000 Penalty: 956.279663
	Iteration 19Q: 3 clusters Score -1488906 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -1489011.750000 Penalty: 956.279663
	Iteration 20F: 3 clusters Score -1489012 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -1489121.625000 Penalty: 956.279663
	Iteration 21Q: 3 clusters Score -1489122 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -1489208.375000 Penalty: 956.279663
	Iteration 22Q: 3 clusters Score -1489208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -1489295.125000 Penalty: 956.279663
	Iteration 23Q: 3 clusters Score -1489295 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -1489386.375000 Penalty: 956.279663
	Iteration 24Q: 3 clusters Score -1489386 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -1489469.750000 Penalty: 956.279663
	Iteration 25Q: 3 clusters Score -1489470 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -1489555.500000 Penalty: 956.279663
	Iteration 26Q: 3 clusters Score -1489556 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -1489644.875000 Penalty: 956.279663
	Iteration 27Q: 3 clusters Score -1489645 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -1489752.000000 Penalty: 956.279663
	Iteration 28Q: 3 clusters Score -1489752 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -1489849.750000 Penalty: 956.279663
	Iteration 29Q: 3 clusters Score -1489850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -1489942.625000 Penalty: 956.279663
	Iteration 30Q: 3 clusters Score -1489943 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -1490018.250000 Penalty: 956.279663
	Iteration 31Q: 3 clusters Score -1490018 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -1490078.875000 Penalty: 956.279663
	Iteration 32Q: 3 clusters Score -1490079 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -1490136.875000 Penalty: 956.279663
	Iteration 33Q: 3 clusters Score -1490137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -1490209.625000 Penalty: 956.279663
	Iteration 34Q: 3 clusters Score -1490210 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -1490260.125000 Penalty: 956.279663
	Iteration 35Q: 3 clusters Score -1490260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -1490319.625000 Penalty: 956.279663
	Iteration 36Q: 3 clusters Score -1490320 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -1490375.375000 Penalty: 956.279663
	Iteration 37Q: 3 clusters Score -1490375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -1490418.500000 Penalty: 956.279663
	Iteration 38Q: 3 clusters Score -1490418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -1490460.750000 Penalty: 956.279663
	Iteration 39Q: 3 clusters Score -1490461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -1490480.625000 Penalty: 956.279663
	Iteration 40F: 3 clusters Score -1490481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -1490495.000000 Penalty: 956.279663
	Iteration 41Q: 3 clusters Score -1490495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -1490510.875000 Penalty: 956.279663
	Iteration 42Q: 3 clusters Score -1490511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -1490525.125000 Penalty: 956.279663
	Iteration 43Q: 3 clusters Score -1490525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -1490531.625000 Penalty: 956.279663
	Iteration 44Q: 3 clusters Score -1490532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -1490537.250000 Penalty: 956.279663
	Iteration 45Q: 3 clusters Score -1490537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -1490541.875000 Penalty: 956.279663
	Iteration 46Q: 3 clusters Score -1490542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -1490545.625000 Penalty: 956.279663
	Iteration 47Q: 3 clusters Score -1490546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -1490553.500000 Penalty: 956.279663
	Iteration 48Q: 3 clusters Score -1490554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -1490561.375000 Penalty: 956.279663
	Iteration 49Q: 3 clusters Score -1490561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -1490564.500000 Penalty: 956.279663
	Iteration 50Q: 3 clusters Score -1490564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -1490568.250000 Penalty: 956.279663
	Iteration 51Q: 3 clusters Score -1490568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -1490571.625000 Penalty: 956.279663
	Iteration 52Q: 3 clusters Score -1490572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -1490573.125000 Penalty: 956.279663
	Iteration 53Q: 3 clusters Score -1490573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -1490579.375000 Penalty: 956.279663
	Iteration 54Q: 3 clusters Score -1490579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -1490579.750000 Penalty: 956.279663
	Iteration 55Q: 3 clusters Score -1490580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -1490581.875000 Penalty: 956.279663
	Iteration 56Q: 3 clusters Score -1490582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -1490583.750000 Penalty: 956.279663
	Iteration 57Q: 3 clusters Score -1490584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -1490587.625000 Penalty: 956.279663
	Iteration 58Q: 3 clusters Score -1490588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -1490590.125000 Penalty: 956.279663
	Iteration 59Q: 3 clusters Score -1490590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -1490591.000000 Penalty: 956.279663
	Iteration 60F: 3 clusters Score -1490591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -1490592.125000 Penalty: 956.279663
	Iteration 61Q: 3 clusters Score -1490592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -1490591.250000 Penalty: 956.279663
	Iteration 62Q: 3 clusters Score -1490591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -1490593.375000 Penalty: 956.279663
	Iteration 63Q: 3 clusters Score -1490593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -1490593.125000 Penalty: 956.279663
	Iteration 64Q: 3 clusters Score -1490593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -1490594.000000 Penalty: 956.279663
	Iteration 65Q: 3 clusters Score -1490594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -1490595.250000 Penalty: 956.279663
	Iteration 66Q: 3 clusters Score -1490595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -1490595.375000 Penalty: 956.279663
	Iteration 67Q: 3 clusters Score -1490595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -1490595.000000 Penalty: 956.279663
	Iteration 68Q: 3 clusters Score -1490595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -1490594.750000 Penalty: 956.279663
	Iteration 69Q: 3 clusters Score -1490595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -1490596.375000 Penalty: 956.279663
	Iteration 70Q: 3 clusters Score -1490596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -1490597.125000 Penalty: 956.279663
	Iteration 71Q: 3 clusters Score -1490597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -1490595.250000 Penalty: 956.279663
	Iteration 72Q: 3 clusters Score -1490595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -1490596.250000 Penalty: 956.279663
	Iteration 73Q: 3 clusters Score -1490596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -1490597.375000 Penalty: 956.279663
	Iteration 74Q: 3 clusters Score -1490597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -1490598.250000 Penalty: 956.279663
	Iteration 75Q: 3 clusters Score -1490598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -1490600.250000 Penalty: 956.279663
	Iteration 76Q: 3 clusters Score -1490600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -1490600.250000 Penalty: 956.279663
	Iteration 77Q: 3 clusters Score -1490600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -1490601.625000 Penalty: 956.279663
	Iteration 78Q: 3 clusters Score -1490602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -1490600.125000 Penalty: 956.279663
	Iteration 79Q: 3 clusters Score -1490600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -1490602.500000 Penalty: 956.279663
	Iteration 80F: 3 clusters Score -1490602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -1490603.750000 Penalty: 956.279663
	Iteration 81Q: 3 clusters Score -1490604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -1490604.750000 Penalty: 956.279663
	Iteration 82Q: 3 clusters Score -1490605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -1490608.250000 Penalty: 956.279663
	Iteration 83Q: 3 clusters Score -1490608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -1490611.125000 Penalty: 956.279663
	Iteration 84Q: 3 clusters Score -1490611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -1490613.500000 Penalty: 956.279663
	Iteration 85Q: 3 clusters Score -1490614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -1490614.875000 Penalty: 956.279663
	Iteration 86Q: 3 clusters Score -1490615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -1490615.875000 Penalty: 956.279663
	Iteration 87Q: 3 clusters Score -1490616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -1490616.750000 Penalty: 956.279663
	Iteration 88Q: 3 clusters Score -1490617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -1490615.875000 Penalty: 956.279663
	Iteration 89Q: 3 clusters Score -1490616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -1490618.125000 Penalty: 956.279663
	Iteration 90Q: 3 clusters Score -1490618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -1490618.625000 Penalty: 956.279663
	Iteration 91Q: 3 clusters Score -1490619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -1490618.625000 Penalty: 956.279663
	Iteration 92F: 3 clusters Score -1490619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146758 members 
Entering Unmasked Estep 
Score: -6532361.000000 Penalty: 541.292603
	Iteration 0F: 2 clusters Score -6532361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -6433138.500000 Penalty: 1082.585205
	Iteration 0F: 3 clusters Score -6433138 nChanged 71789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -6475492.000000 Penalty: 1082.585205
	Iteration 1F: 3 clusters Score -6475492 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -6476441.000000 Penalty: 1082.585205
	Iteration 2Q: 3 clusters Score -6476441 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -6478107.500000 Penalty: 1082.585205
	Iteration 3Q: 3 clusters Score -6478108 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -6481641.500000 Penalty: 1082.585205
	Iteration 4F: 3 clusters Score -6481642 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -6488930.500000 Penalty: 1082.585205
	Iteration 5F: 3 clusters Score -6488930 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6501467.500000 Penalty: 1082.585205
	Iteration 6F: 3 clusters Score -6501468 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6516608.500000 Penalty: 1082.585205
	Iteration 7F: 3 clusters Score -6516608 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6526891.500000 Penalty: 1082.585205
	Iteration 8F: 3 clusters Score -6526892 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6530765.000000 Penalty: 1082.585205
	Iteration 9Q: 3 clusters Score -6530765 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146522 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6531633.500000 Penalty: 1082.585205
	Iteration 10Q: 3 clusters Score -6531634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6531810.000000 Penalty: 1082.585205
	Iteration 11Q: 3 clusters Score -6531810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6531860.000000 Penalty: 1082.585205
	Iteration 12Q: 3 clusters Score -6531860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146725 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6531870.500000 Penalty: 1082.585205
	Iteration 13Q: 3 clusters Score -6531870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146727 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6531882.000000 Penalty: 1082.585205
	Iteration 14Q: 3 clusters Score -6531882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6531885.500000 Penalty: 1082.585205
	Iteration 15Q: 3 clusters Score -6531886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6531885.500000 Penalty: 1082.585205
	Iteration 16F: 3 clusters Score -6531886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Entering Unmasked Estep 
Score: -477611.531250 Penalty: 423.933502
	Iteration 0F: 2 clusters Score -477611.5 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 5550 members 
Entering Unmasked Estep 
Score: -470151.156250 Penalty: 847.867004
	Iteration 0F: 3 clusters Score -470151.2 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -473216.250000 Penalty: 847.867004
	Iteration 1F: 3 clusters Score -473216.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -473615.843750 Penalty: 847.867004
	Iteration 2F: 3 clusters Score -473615.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -474158.562500 Penalty: 847.867004
	Iteration 3F: 3 clusters Score -474158.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -474798.156250 Penalty: 847.867004
	Iteration 4F: 3 clusters Score -474798.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -475414.062500 Penalty: 847.867004
	Iteration 5F: 3 clusters Score -475414.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -475869.468750 Penalty: 847.867004
	Iteration 6F: 3 clusters Score -475869.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -476072.562500 Penalty: 847.867004
	Iteration 7Q: 3 clusters Score -476072.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -476171.250000 Penalty: 847.867004
	Iteration 8Q: 3 clusters Score -476171.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -476242.812500 Penalty: 847.867004
	Iteration 9Q: 3 clusters Score -476242.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -476295.218750 Penalty: 847.867004
	Iteration 10Q: 3 clusters Score -476295.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -476344.843750 Penalty: 847.867004
	Iteration 11Q: 3 clusters Score -476344.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -476389.906250 Penalty: 847.867004
	Iteration 12Q: 3 clusters Score -476389.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -476428.843750 Penalty: 847.867004
	Iteration 13Q: 3 clusters Score -476428.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -476482.406250 Penalty: 847.867004
	Iteration 14Q: 3 clusters Score -476482.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -476549.906250 Penalty: 847.867004
	Iteration 15Q: 3 clusters Score -476549.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -476646.406250 Penalty: 847.867004
	Iteration 16Q: 3 clusters Score -476646.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -476749.812500 Penalty: 847.867004
	Iteration 17Q: 3 clusters Score -476749.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -476866.812500 Penalty: 847.867004
	Iteration 18Q: 3 clusters Score -476866.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -476959.875000 Penalty: 847.867004
	Iteration 19Q: 3 clusters Score -476959.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -477032.343750 Penalty: 847.867004
	Iteration 20F: 3 clusters Score -477032.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -477084.281250 Penalty: 847.867004
	Iteration 21Q: 3 clusters Score -477084.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -477126.500000 Penalty: 847.867004
	Iteration 22Q: 3 clusters Score -477126.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -477166.343750 Penalty: 847.867004
	Iteration 23Q: 3 clusters Score -477166.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -477194.812500 Penalty: 847.867004
	Iteration 24Q: 3 clusters Score -477194.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -477215.906250 Penalty: 847.867004
	Iteration 25Q: 3 clusters Score -477215.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -477241.531250 Penalty: 847.867004
	Iteration 26Q: 3 clusters Score -477241.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -477264.375000 Penalty: 847.867004
	Iteration 27Q: 3 clusters Score -477264.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -477290.468750 Penalty: 847.867004
	Iteration 28Q: 3 clusters Score -477290.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -477315.718750 Penalty: 847.867004
	Iteration 29Q: 3 clusters Score -477315.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -477334.062500 Penalty: 847.867004
	Iteration 30Q: 3 clusters Score -477334.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -477350.750000 Penalty: 847.867004
	Iteration 31Q: 3 clusters Score -477350.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -477369.718750 Penalty: 847.867004
	Iteration 32Q: 3 clusters Score -477369.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -477390.093750 Penalty: 847.867004
	Iteration 33Q: 3 clusters Score -477390.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -477404.187500 Penalty: 847.867004
	Iteration 34Q: 3 clusters Score -477404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -477413.843750 Penalty: 847.867004
	Iteration 35Q: 3 clusters Score -477413.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -477421.093750 Penalty: 847.867004
	Iteration 36Q: 3 clusters Score -477421.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -477424.562500 Penalty: 847.867004
	Iteration 37Q: 3 clusters Score -477424.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -477430.031250 Penalty: 847.867004
	Iteration 38Q: 3 clusters Score -477430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -477433.000000 Penalty: 847.867004
	Iteration 39Q: 3 clusters Score -477433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -477438.000000 Penalty: 847.867004
	Iteration 40F: 3 clusters Score -477438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -477441.125000 Penalty: 847.867004
	Iteration 41Q: 3 clusters Score -477441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -477442.625000 Penalty: 847.867004
	Iteration 42Q: 3 clusters Score -477442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -477444.437500 Penalty: 847.867004
	Iteration 43Q: 3 clusters Score -477444.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -477446.687500 Penalty: 847.867004
	Iteration 44Q: 3 clusters Score -477446.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -477449.937500 Penalty: 847.867004
	Iteration 45Q: 3 clusters Score -477449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -477452.375000 Penalty: 847.867004
	Iteration 46Q: 3 clusters Score -477452.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -477455.281250 Penalty: 847.867004
	Iteration 47Q: 3 clusters Score -477455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -477454.468750 Penalty: 847.867004
	Iteration 48Q: 3 clusters Score -477454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -477455.375000 Penalty: 847.867004
	Iteration 49Q: 3 clusters Score -477455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -477456.593750 Penalty: 847.867004
	Iteration 50Q: 3 clusters Score -477456.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -477458.281250 Penalty: 847.867004
	Iteration 51Q: 3 clusters Score -477458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -477460.343750 Penalty: 847.867004
	Iteration 52Q: 3 clusters Score -477460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -477462.562500 Penalty: 847.867004
	Iteration 53Q: 3 clusters Score -477462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -477464.062500 Penalty: 847.867004
	Iteration 54Q: 3 clusters Score -477464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -477463.937500 Penalty: 847.867004
	Iteration 55Q: 3 clusters Score -477463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -477464.687500 Penalty: 847.867004
	Iteration 56Q: 3 clusters Score -477464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -477464.468750 Penalty: 847.867004
	Iteration 57Q: 3 clusters Score -477464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -477465.343750 Penalty: 847.867004
	Iteration 58Q: 3 clusters Score -477465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -477466.718750 Penalty: 847.867004
	Iteration 59Q: 3 clusters Score -477466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -477467.437500 Penalty: 847.867004
	Iteration 60F: 3 clusters Score -477467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -477467.312500 Penalty: 847.867004
	Iteration 61Q: 3 clusters Score -477467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -477466.500000 Penalty: 847.867004
	Iteration 62Q: 3 clusters Score -477466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -477467.531250 Penalty: 847.867004
	Iteration 63Q: 3 clusters Score -477467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -477469.437500 Penalty: 847.867004
	Iteration 64Q: 3 clusters Score -477469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -477469.593750 Penalty: 847.867004
	Iteration 65Q: 3 clusters Score -477469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -477469.593750 Penalty: 847.867004
	Iteration 66Q: 3 clusters Score -477469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -477470.625000 Penalty: 847.867004
	Iteration 67Q: 3 clusters Score -477470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -477470.812500 Penalty: 847.867004
	Iteration 68Q: 3 clusters Score -477470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -477470.906250 Penalty: 847.867004
	Iteration 69Q: 3 clusters Score -477470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -477471.281250 Penalty: 847.867004
	Iteration 70Q: 3 clusters Score -477471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -477472.281250 Penalty: 847.867004
	Iteration 71Q: 3 clusters Score -477472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -477471.781250 Penalty: 847.867004
	Iteration 72Q: 3 clusters Score -477471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -477471.812500 Penalty: 847.867004
	Iteration 73Q: 3 clusters Score -477471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -477472.187500 Penalty: 847.867004
	Iteration 74Q: 3 clusters Score -477472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -477471.625000 Penalty: 847.867004
	Iteration 75Q: 3 clusters Score -477471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -477471.625000 Penalty: 847.867004
	Iteration 76Q: 3 clusters Score -477471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -477471.593750 Penalty: 847.867004
	Iteration 77Q: 3 clusters Score -477471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -477473.187500 Penalty: 847.867004
	Iteration 78Q: 3 clusters Score -477473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -477473.187500 Penalty: 847.867004
	Iteration 79Q: 3 clusters Score -477473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -477473.593750 Penalty: 847.867004
	Iteration 80F: 3 clusters Score -477473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -477473.437500 Penalty: 847.867004
	Iteration 81Q: 3 clusters Score -477473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -477473.437500 Penalty: 847.867004
	Iteration 82F: 3 clusters Score -477473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Entering Unmasked Estep 
Score: -2203619.250000 Penalty: 490.257263
	Iteration 0F: 2 clusters Score -2203619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2171334.000000 Penalty: 980.514526
	Iteration 0F: 3 clusters Score -2171334 nChanged 23177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2185040.000000 Penalty: 980.514526
	Iteration 1F: 3 clusters Score -2185040 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2185440.000000 Penalty: 980.514526
	Iteration 2Q: 3 clusters Score -2185440 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2185994.750000 Penalty: 980.514526
	Iteration 3Q: 3 clusters Score -2185995 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2186784.500000 Penalty: 980.514526
	Iteration 4Q: 3 clusters Score -2186784 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2188122.500000 Penalty: 980.514526
	Iteration 5F: 3 clusters Score -2188122 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2190296.250000 Penalty: 980.514526
	Iteration 6F: 3 clusters Score -2190296 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2193140.250000 Penalty: 980.514526
	Iteration 7F: 3 clusters Score -2193140 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2196085.500000 Penalty: 980.514526
	Iteration 8F: 3 clusters Score -2196086 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2198178.750000 Penalty: 980.514526
	Iteration 9Q: 3 clusters Score -2198179 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2199483.500000 Penalty: 980.514526
	Iteration 10Q: 3 clusters Score -2199484 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2200376.750000 Penalty: 980.514526
	Iteration 11Q: 3 clusters Score -2200377 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2201084.500000 Penalty: 980.514526
	Iteration 12Q: 3 clusters Score -2201084 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2201633.750000 Penalty: 980.514526
	Iteration 13Q: 3 clusters Score -2201634 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2202053.000000 Penalty: 980.514526
	Iteration 14Q: 3 clusters Score -2202053 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2202433.750000 Penalty: 980.514526
	Iteration 15Q: 3 clusters Score -2202434 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2202673.500000 Penalty: 980.514526
	Iteration 16Q: 3 clusters Score -2202674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2202858.250000 Penalty: 980.514526
	Iteration 17Q: 3 clusters Score -2202858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2202994.500000 Penalty: 980.514526
	Iteration 18Q: 3 clusters Score -2202994 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2203068.000000 Penalty: 980.514526
	Iteration 19Q: 3 clusters Score -2203068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2203123.000000 Penalty: 980.514526
	Iteration 20F: 3 clusters Score -2203123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2203156.000000 Penalty: 980.514526
	Iteration 21Q: 3 clusters Score -2203156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2203171.500000 Penalty: 980.514526
	Iteration 22Q: 3 clusters Score -2203172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2203180.250000 Penalty: 980.514526
	Iteration 23Q: 3 clusters Score -2203180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2203194.750000 Penalty: 980.514526
	Iteration 24Q: 3 clusters Score -2203195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2203204.000000 Penalty: 980.514526
	Iteration 25Q: 3 clusters Score -2203204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2203208.250000 Penalty: 980.514526
	Iteration 26Q: 3 clusters Score -2203208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2203211.000000 Penalty: 980.514526
	Iteration 27Q: 3 clusters Score -2203211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2203213.250000 Penalty: 980.514526
	Iteration 28Q: 3 clusters Score -2203213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2203216.250000 Penalty: 980.514526
	Iteration 29Q: 3 clusters Score -2203216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2203218.500000 Penalty: 980.514526
	Iteration 30Q: 3 clusters Score -2203218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2203217.250000 Penalty: 980.514526
	Iteration 31Q: 3 clusters Score -2203217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2203217.250000 Penalty: 980.514526
	Iteration 32F: 3 clusters Score -2203217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Entering Unmasked Estep 
Score: -177849.640625 Penalty: 379.610046
	Iteration 0F: 2 clusters Score -177849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -174975.234375 Penalty: 759.220093
	Iteration 0F: 3 clusters Score -174975.2 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -176080.078125 Penalty: 759.220093
	Iteration 1F: 3 clusters Score -176080.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -176243.500000 Penalty: 759.220093
	Iteration 2F: 3 clusters Score -176243.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -176393.015625 Penalty: 759.220093
	Iteration 3F: 3 clusters Score -176393 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -176568.453125 Penalty: 759.220093
	Iteration 4F: 3 clusters Score -176568.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -176799.796875 Penalty: 759.220093
	Iteration 5F: 3 clusters Score -176799.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -176983.484375 Penalty: 759.220093
	Iteration 6F: 3 clusters Score -176983.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -177093.484375 Penalty: 759.220093
	Iteration 7Q: 3 clusters Score -177093.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -177147.843750 Penalty: 759.220093
	Iteration 8Q: 3 clusters Score -177147.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -177178.484375 Penalty: 759.220093
	Iteration 9Q: 3 clusters Score -177178.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -177198.781250 Penalty: 759.220093
	Iteration 10Q: 3 clusters Score -177198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -177214.546875 Penalty: 759.220093
	Iteration 11Q: 3 clusters Score -177214.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -177224.546875 Penalty: 759.220093
	Iteration 12Q: 3 clusters Score -177224.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -177240.812500 Penalty: 759.220093
	Iteration 13Q: 3 clusters Score -177240.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -177257.796875 Penalty: 759.220093
	Iteration 14Q: 3 clusters Score -177257.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -177271.046875 Penalty: 759.220093
	Iteration 15Q: 3 clusters Score -177271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -177291.468750 Penalty: 759.220093
	Iteration 16Q: 3 clusters Score -177291.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -177321.312500 Penalty: 759.220093
	Iteration 17Q: 3 clusters Score -177321.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -177341.312500 Penalty: 759.220093
	Iteration 18Q: 3 clusters Score -177341.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -177357.656250 Penalty: 759.220093
	Iteration 19Q: 3 clusters Score -177357.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -177371.218750 Penalty: 759.220093
	Iteration 20F: 3 clusters Score -177371.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -177384.640625 Penalty: 759.220093
	Iteration 21Q: 3 clusters Score -177384.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -177403.421875 Penalty: 759.220093
	Iteration 22Q: 3 clusters Score -177403.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -177421.078125 Penalty: 759.220093
	Iteration 23Q: 3 clusters Score -177421.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -177433.765625 Penalty: 759.220093
	Iteration 24Q: 3 clusters Score -177433.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -177447.718750 Penalty: 759.220093
	Iteration 25Q: 3 clusters Score -177447.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -177462.906250 Penalty: 759.220093
	Iteration 26Q: 3 clusters Score -177462.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -177476.921875 Penalty: 759.220093
	Iteration 27Q: 3 clusters Score -177476.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -177488.453125 Penalty: 759.220093
	Iteration 28Q: 3 clusters Score -177488.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -177499.718750 Penalty: 759.220093
	Iteration 29Q: 3 clusters Score -177499.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -177509.343750 Penalty: 759.220093
	Iteration 30Q: 3 clusters Score -177509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -177516.062500 Penalty: 759.220093
	Iteration 31Q: 3 clusters Score -177516.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -177523.328125 Penalty: 759.220093
	Iteration 32Q: 3 clusters Score -177523.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -177535.046875 Penalty: 759.220093
	Iteration 33Q: 3 clusters Score -177535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -177541.812500 Penalty: 759.220093
	Iteration 34Q: 3 clusters Score -177541.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -177547.203125 Penalty: 759.220093
	Iteration 35Q: 3 clusters Score -177547.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -177552.375000 Penalty: 759.220093
	Iteration 36Q: 3 clusters Score -177552.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -177558.421875 Penalty: 759.220093
	Iteration 37Q: 3 clusters Score -177558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -177563.890625 Penalty: 759.220093
	Iteration 38Q: 3 clusters Score -177563.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -177569.796875 Penalty: 759.220093
	Iteration 39Q: 3 clusters Score -177569.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -177576.187500 Penalty: 759.220093
	Iteration 40F: 3 clusters Score -177576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -177582.640625 Penalty: 759.220093
	Iteration 41Q: 3 clusters Score -177582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -177590.921875 Penalty: 759.220093
	Iteration 42Q: 3 clusters Score -177590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -177596.562500 Penalty: 759.220093
	Iteration 43Q: 3 clusters Score -177596.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -177601.203125 Penalty: 759.220093
	Iteration 44Q: 3 clusters Score -177601.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177604.843750 Penalty: 759.220093
	Iteration 45Q: 3 clusters Score -177604.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -177608.421875 Penalty: 759.220093
	Iteration 46Q: 3 clusters Score -177608.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177610.937500 Penalty: 759.220093
	Iteration 47Q: 3 clusters Score -177610.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -177613.593750 Penalty: 759.220093
	Iteration 48Q: 3 clusters Score -177613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177615.906250 Penalty: 759.220093
	Iteration 49Q: 3 clusters Score -177615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177618.531250 Penalty: 759.220093
	Iteration 50Q: 3 clusters Score -177618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -177620.812500 Penalty: 759.220093
	Iteration 51Q: 3 clusters Score -177620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -177622.437500 Penalty: 759.220093
	Iteration 52Q: 3 clusters Score -177622.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177625.625000 Penalty: 759.220093
	Iteration 53Q: 3 clusters Score -177625.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177629.156250 Penalty: 759.220093
	Iteration 54Q: 3 clusters Score -177629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177631.156250 Penalty: 759.220093
	Iteration 55Q: 3 clusters Score -177631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177632.437500 Penalty: 759.220093
	Iteration 56Q: 3 clusters Score -177632.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177634.781250 Penalty: 759.220093
	Iteration 57Q: 3 clusters Score -177634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177635.968750 Penalty: 759.220093
	Iteration 58Q: 3 clusters Score -177636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177637.359375 Penalty: 759.220093
	Iteration 59Q: 3 clusters Score -177637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -177639.156250 Penalty: 759.220093
	Iteration 60F: 3 clusters Score -177639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177641.406250 Penalty: 759.220093
	Iteration 61Q: 3 clusters Score -177641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177642.953125 Penalty: 759.220093
	Iteration 62Q: 3 clusters Score -177643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177644.968750 Penalty: 759.220093
	Iteration 63Q: 3 clusters Score -177645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177646.218750 Penalty: 759.220093
	Iteration 64Q: 3 clusters Score -177646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177648.015625 Penalty: 759.220093
	Iteration 65Q: 3 clusters Score -177648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177649.734375 Penalty: 759.220093
	Iteration 66Q: 3 clusters Score -177649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177651.156250 Penalty: 759.220093
	Iteration 67Q: 3 clusters Score -177651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177653.031250 Penalty: 759.220093
	Iteration 68Q: 3 clusters Score -177653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177655.171875 Penalty: 759.220093
	Iteration 69Q: 3 clusters Score -177655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177657.921875 Penalty: 759.220093
	Iteration 70Q: 3 clusters Score -177657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -177659.687500 Penalty: 759.220093
	Iteration 71Q: 3 clusters Score -177659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177661.734375 Penalty: 759.220093
	Iteration 72Q: 3 clusters Score -177661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -177665.031250 Penalty: 759.220093
	Iteration 73Q: 3 clusters Score -177665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -177667.421875 Penalty: 759.220093
	Iteration 74Q: 3 clusters Score -177667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177668.312500 Penalty: 759.220093
	Iteration 75Q: 3 clusters Score -177668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177670.484375 Penalty: 759.220093
	Iteration 76Q: 3 clusters Score -177670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177672.640625 Penalty: 759.220093
	Iteration 77Q: 3 clusters Score -177672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177674.359375 Penalty: 759.220093
	Iteration 78Q: 3 clusters Score -177674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177677.656250 Penalty: 759.220093
	Iteration 79Q: 3 clusters Score -177677.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -177681.234375 Penalty: 759.220093
	Iteration 80F: 3 clusters Score -177681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177685.140625 Penalty: 759.220093
	Iteration 81Q: 3 clusters Score -177685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -177688.140625 Penalty: 759.220093
	Iteration 82Q: 3 clusters Score -177688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177690.890625 Penalty: 759.220093
	Iteration 83Q: 3 clusters Score -177690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -177691.500000 Penalty: 759.220093
	Iteration 84Q: 3 clusters Score -177691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -177691.718750 Penalty: 759.220093
	Iteration 85Q: 3 clusters Score -177691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177691.781250 Penalty: 759.220093
	Iteration 86Q: 3 clusters Score -177691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -177692.281250 Penalty: 759.220093
	Iteration 87Q: 3 clusters Score -177692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177692.265625 Penalty: 759.220093
	Iteration 88Q: 3 clusters Score -177692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177692.734375 Penalty: 759.220093
	Iteration 89Q: 3 clusters Score -177692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -177693.593750 Penalty: 759.220093
	Iteration 90Q: 3 clusters Score -177693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177694.359375 Penalty: 759.220093
	Iteration 91Q: 3 clusters Score -177694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177695.156250 Penalty: 759.220093
	Iteration 92Q: 3 clusters Score -177695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177695.296875 Penalty: 759.220093
	Iteration 93Q: 3 clusters Score -177695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -177695.000000 Penalty: 759.220093
	Iteration 94Q: 3 clusters Score -177695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -177695.484375 Penalty: 759.220093
	Iteration 95Q: 3 clusters Score -177695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -177696.328125 Penalty: 759.220093
	Iteration 96Q: 3 clusters Score -177696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177697.421875 Penalty: 759.220093
	Iteration 97Q: 3 clusters Score -177697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177697.265625 Penalty: 759.220093
	Iteration 98Q: 3 clusters Score -177697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177697.265625 Penalty: 759.220093
	Iteration 99F: 3 clusters Score -177697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Entering Unmasked Estep 
Score: -1677615.375000 Penalty: 479.507904
	Iteration 0F: 2 clusters Score -1677615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1652538.000000 Penalty: 959.015808
	Iteration 0F: 3 clusters Score -1652538 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1663081.500000 Penalty: 959.015808
	Iteration 1F: 3 clusters Score -1663082 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1663673.250000 Penalty: 959.015808
	Iteration 2Q: 3 clusters Score -1663673 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1664513.625000 Penalty: 959.015808
	Iteration 3Q: 3 clusters Score -1664514 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1665796.000000 Penalty: 959.015808
	Iteration 4F: 3 clusters Score -1665796 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1667845.375000 Penalty: 959.015808
	Iteration 5F: 3 clusters Score -1667845 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1670210.500000 Penalty: 959.015808
	Iteration 6F: 3 clusters Score -1670210 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1671722.000000 Penalty: 959.015808
	Iteration 7F: 3 clusters Score -1671722 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1672538.250000 Penalty: 959.015808
	Iteration 8Q: 3 clusters Score -1672538 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1673272.500000 Penalty: 959.015808
	Iteration 9Q: 3 clusters Score -1673272 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1674191.750000 Penalty: 959.015808
	Iteration 10Q: 3 clusters Score -1674192 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1675133.375000 Penalty: 959.015808
	Iteration 11Q: 3 clusters Score -1675133 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1675845.250000 Penalty: 959.015808
	Iteration 12Q: 3 clusters Score -1675845 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1676332.750000 Penalty: 959.015808
	Iteration 13Q: 3 clusters Score -1676333 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1676633.750000 Penalty: 959.015808
	Iteration 14Q: 3 clusters Score -1676634 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1676807.125000 Penalty: 959.015808
	Iteration 15Q: 3 clusters Score -1676807 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1676899.375000 Penalty: 959.015808
	Iteration 16Q: 3 clusters Score -1676899 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1676940.750000 Penalty: 959.015808
	Iteration 17Q: 3 clusters Score -1676941 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1676957.625000 Penalty: 959.015808
	Iteration 18Q: 3 clusters Score -1676958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1676977.875000 Penalty: 959.015808
	Iteration 19Q: 3 clusters Score -1676978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1676986.875000 Penalty: 959.015808
	Iteration 20F: 3 clusters Score -1676987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1676991.625000 Penalty: 959.015808
	Iteration 21Q: 3 clusters Score -1676992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1676993.875000 Penalty: 959.015808
	Iteration 22Q: 3 clusters Score -1676994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1676995.500000 Penalty: 959.015808
	Iteration 23Q: 3 clusters Score -1676996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1677003.000000 Penalty: 959.015808
	Iteration 24Q: 3 clusters Score -1677003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1677001.625000 Penalty: 959.015808
	Iteration 25Q: 3 clusters Score -1677002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1677002.125000 Penalty: 959.015808
	Iteration 26Q: 3 clusters Score -1677002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1677004.625000 Penalty: 959.015808
	Iteration 27Q: 3 clusters Score -1677005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1677004.750000 Penalty: 959.015808
	Iteration 28Q: 3 clusters Score -1677005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1677003.000000 Penalty: 959.015808
	Iteration 29Q: 3 clusters Score -1677003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1677002.125000 Penalty: 959.015808
	Iteration 30Q: 3 clusters Score -1677002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1677004.000000 Penalty: 959.015808
	Iteration 31Q: 3 clusters Score -1677004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1677008.375000 Penalty: 959.015808
	Iteration 32Q: 3 clusters Score -1677008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1677008.125000 Penalty: 959.015808
	Iteration 33Q: 3 clusters Score -1677008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1677006.250000 Penalty: 959.015808
	Iteration 34Q: 3 clusters Score -1677006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1677003.250000 Penalty: 959.015808
	Iteration 35Q: 3 clusters Score -1677003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1677002.875000 Penalty: 959.015808
	Iteration 36Q: 3 clusters Score -1677003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1677006.250000 Penalty: 959.015808
	Iteration 37Q: 3 clusters Score -1677006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1677005.750000 Penalty: 959.015808
	Iteration 38Q: 3 clusters Score -1677006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1677007.750000 Penalty: 959.015808
	Iteration 39Q: 3 clusters Score -1677008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1677005.750000 Penalty: 959.015808
	Iteration 40F: 3 clusters Score -1677006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1677008.625000 Penalty: 959.015808
	Iteration 41Q: 3 clusters Score -1677009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1677014.500000 Penalty: 959.015808
	Iteration 42Q: 3 clusters Score -1677014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1677014.750000 Penalty: 959.015808
	Iteration 43Q: 3 clusters Score -1677015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1677014.750000 Penalty: 959.015808
	Iteration 44Q: 3 clusters Score -1677015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1677013.125000 Penalty: 959.015808
	Iteration 45Q: 3 clusters Score -1677013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1677016.125000 Penalty: 959.015808
	Iteration 46Q: 3 clusters Score -1677016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1677020.250000 Penalty: 959.015808
	Iteration 47Q: 3 clusters Score -1677020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1677015.750000 Penalty: 959.015808
	Iteration 48Q: 3 clusters Score -1677016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1677014.750000 Penalty: 959.015808
	Iteration 49Q: 3 clusters Score -1677015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1677018.250000 Penalty: 959.015808
	Iteration 50Q: 3 clusters Score -1677018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1677014.750000 Penalty: 959.015808
	Iteration 51Q: 3 clusters Score -1677015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1677017.500000 Penalty: 959.015808
	Iteration 52Q: 3 clusters Score -1677018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1677019.375000 Penalty: 959.015808
	Iteration 53Q: 3 clusters Score -1677019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1677019.750000 Penalty: 959.015808
	Iteration 54Q: 3 clusters Score -1677020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1677020.875000 Penalty: 959.015808
	Iteration 55Q: 3 clusters Score -1677021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1677018.750000 Penalty: 959.015808
	Iteration 56Q: 3 clusters Score -1677019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1677021.250000 Penalty: 959.015808
	Iteration 57Q: 3 clusters Score -1677021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1677020.250000 Penalty: 959.015808
	Iteration 58Q: 3 clusters Score -1677020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1677022.625000 Penalty: 959.015808
	Iteration 59Q: 3 clusters Score -1677023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1677024.000000 Penalty: 959.015808
	Iteration 60F: 3 clusters Score -1677024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1677031.000000 Penalty: 959.015808
	Iteration 61Q: 3 clusters Score -1677031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1677021.875000 Penalty: 959.015808
	Iteration 62Q: 3 clusters Score -1677022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1677021.625000 Penalty: 959.015808
	Iteration 63Q: 3 clusters Score -1677022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1677017.250000 Penalty: 959.015808
	Iteration 64Q: 3 clusters Score -1677017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1677013.875000 Penalty: 959.015808
	Iteration 65Q: 3 clusters Score -1677014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1677012.500000 Penalty: 959.015808
	Iteration 66Q: 3 clusters Score -1677012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1677017.000000 Penalty: 959.015808
	Iteration 67Q: 3 clusters Score -1677017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1677015.000000 Penalty: 959.015808
	Iteration 68Q: 3 clusters Score -1677015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1677014.125000 Penalty: 959.015808
	Iteration 69Q: 3 clusters Score -1677014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1677021.125000 Penalty: 959.015808
	Iteration 70Q: 3 clusters Score -1677021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1677022.000000 Penalty: 959.015808
	Iteration 71Q: 3 clusters Score -1677022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1677024.000000 Penalty: 959.015808
	Iteration 72Q: 3 clusters Score -1677024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1677028.625000 Penalty: 959.015808
	Iteration 73Q: 3 clusters Score -1677029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1677028.500000 Penalty: 959.015808
	Iteration 74Q: 3 clusters Score -1677028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1677024.875000 Penalty: 959.015808
	Iteration 75Q: 3 clusters Score -1677025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1677028.000000 Penalty: 959.015808
	Iteration 76Q: 3 clusters Score -1677028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1677028.500000 Penalty: 959.015808
	Iteration 77Q: 3 clusters Score -1677028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1677030.500000 Penalty: 959.015808
	Iteration 78Q: 3 clusters Score -1677030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1677032.250000 Penalty: 959.015808
	Iteration 79Q: 3 clusters Score -1677032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1677032.125000 Penalty: 959.015808
	Iteration 80F: 3 clusters Score -1677032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1677032.875000 Penalty: 959.015808
	Iteration 81Q: 3 clusters Score -1677033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1677032.750000 Penalty: 959.015808
	Iteration 82Q: 3 clusters Score -1677033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1677032.500000 Penalty: 959.015808
	Iteration 83Q: 3 clusters Score -1677032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1677033.125000 Penalty: 959.015808
	Iteration 84Q: 3 clusters Score -1677033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1677032.500000 Penalty: 959.015808
	Iteration 85Q: 3 clusters Score -1677032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1677033.750000 Penalty: 959.015808
	Iteration 86Q: 3 clusters Score -1677034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1677031.375000 Penalty: 959.015808
	Iteration 87Q: 3 clusters Score -1677031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1677032.125000 Penalty: 959.015808
	Iteration 88Q: 3 clusters Score -1677032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1677032.750000 Penalty: 959.015808
	Iteration 89Q: 3 clusters Score -1677033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1677031.750000 Penalty: 959.015808
	Iteration 90Q: 3 clusters Score -1677032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1677031.500000 Penalty: 959.015808
	Iteration 91Q: 3 clusters Score -1677032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1677031.250000 Penalty: 959.015808
	Iteration 92Q: 3 clusters Score -1677031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1677031.875000 Penalty: 959.015808
	Iteration 93Q: 3 clusters Score -1677032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1677032.875000 Penalty: 959.015808
	Iteration 94Q: 3 clusters Score -1677033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1677032.125000 Penalty: 959.015808
	Iteration 95Q: 3 clusters Score -1677032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1677032.125000 Penalty: 959.015808
	Iteration 96F: 3 clusters Score -1677032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -35876.593750 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -35876.59 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 420 members 
Entering Unmasked Estep 
Score: -35187.535156 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -35187.54 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35363.273438 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -35363.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35426.234375 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -35426.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35502.867188 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -35502.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35562.121094 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -35562.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35599.605469 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -35599.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35634.980469 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -35634.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35657.742188 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -35657.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35669.621094 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -35669.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35674.968750 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -35674.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35678.382812 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -35678.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35685.062500 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -35685.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35688.425781 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -35688.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35690.773438 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -35690.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35692.226562 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -35692.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35693.460938 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -35693.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35695.492188 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -35695.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35697.867188 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -35697.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35699.515625 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -35699.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35700.097656 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -35700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35702.593750 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -35702.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35704.382812 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -35704.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35708.246094 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -35708.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35711.355469 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -35711.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35716.851562 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -35716.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35718.476562 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -35718.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35718.859375 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -35718.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35719.968750 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -35719.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35720.945312 Penalty: 614.243774
	Iteration 28Q: 3 clusters Score -35720.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35721.492188 Penalty: 614.243774
	Iteration 29Q: 3 clusters Score -35721.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35722.738281 Penalty: 614.243774
	Iteration 30Q: 3 clusters Score -35722.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35724.722656 Penalty: 614.243774
	Iteration 31Q: 3 clusters Score -35724.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35725.785156 Penalty: 614.243774
	Iteration 32Q: 3 clusters Score -35725.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35725.886719 Penalty: 614.243774
	Iteration 33Q: 3 clusters Score -35725.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35726.203125 Penalty: 614.243774
	Iteration 34Q: 3 clusters Score -35726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35726.484375 Penalty: 614.243774
	Iteration 35Q: 3 clusters Score -35726.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35727.550781 Penalty: 614.243774
	Iteration 36Q: 3 clusters Score -35727.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35727.886719 Penalty: 614.243774
	Iteration 37Q: 3 clusters Score -35727.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35727.886719 Penalty: 614.243774
	Iteration 38F: 3 clusters Score -35727.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -359350.093750 Penalty: 410.024323
	Iteration 0F: 2 clusters Score -359350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -353852.843750 Penalty: 820.048645
	Iteration 0F: 3 clusters Score -353852.8 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -356006.656250 Penalty: 820.048645
	Iteration 1F: 3 clusters Score -356006.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -356233.656250 Penalty: 820.048645
	Iteration 2F: 3 clusters Score -356233.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -356587.500000 Penalty: 820.048645
	Iteration 3F: 3 clusters Score -356587.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -357116.250000 Penalty: 820.048645
	Iteration 4F: 3 clusters Score -357116.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -357677.312500 Penalty: 820.048645
	Iteration 5F: 3 clusters Score -357677.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -358115.093750 Penalty: 820.048645
	Iteration 6F: 3 clusters Score -358115.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -358448.718750 Penalty: 820.048645
	Iteration 7Q: 3 clusters Score -358448.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -358624.562500 Penalty: 820.048645
	Iteration 8Q: 3 clusters Score -358624.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -358743.593750 Penalty: 820.048645
	Iteration 9Q: 3 clusters Score -358743.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -358810.625000 Penalty: 820.048645
	Iteration 10Q: 3 clusters Score -358810.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -358849.468750 Penalty: 820.048645
	Iteration 11Q: 3 clusters Score -358849.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -358873.281250 Penalty: 820.048645
	Iteration 12Q: 3 clusters Score -358873.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -358887.937500 Penalty: 820.048645
	Iteration 13Q: 3 clusters Score -358887.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -358901.687500 Penalty: 820.048645
	Iteration 14Q: 3 clusters Score -358901.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -358909.875000 Penalty: 820.048645
	Iteration 15Q: 3 clusters Score -358909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -358914.093750 Penalty: 820.048645
	Iteration 16Q: 3 clusters Score -358914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -358917.750000 Penalty: 820.048645
	Iteration 17Q: 3 clusters Score -358917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -358920.343750 Penalty: 820.048645
	Iteration 18Q: 3 clusters Score -358920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -358923.250000 Penalty: 820.048645
	Iteration 19Q: 3 clusters Score -358923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -358926.750000 Penalty: 820.048645
	Iteration 20F: 3 clusters Score -358926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -358929.562500 Penalty: 820.048645
	Iteration 21Q: 3 clusters Score -358929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -358931.906250 Penalty: 820.048645
	Iteration 22Q: 3 clusters Score -358931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -358933.750000 Penalty: 820.048645
	Iteration 23Q: 3 clusters Score -358933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -358935.125000 Penalty: 820.048645
	Iteration 24Q: 3 clusters Score -358935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -358937.531250 Penalty: 820.048645
	Iteration 25Q: 3 clusters Score -358937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -358939.000000 Penalty: 820.048645
	Iteration 26Q: 3 clusters Score -358939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -358938.781250 Penalty: 820.048645
	Iteration 27Q: 3 clusters Score -358938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -358939.187500 Penalty: 820.048645
	Iteration 28Q: 3 clusters Score -358939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -358940.093750 Penalty: 820.048645
	Iteration 29Q: 3 clusters Score -358940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -358940.000000 Penalty: 820.048645
	Iteration 30Q: 3 clusters Score -358940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -358940.000000 Penalty: 820.048645
	Iteration 31F: 3 clusters Score -358940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -952767.937500 Penalty: 455.143402
	Iteration 0F: 2 clusters Score -952767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -938006.062500 Penalty: 910.286804
	Iteration 0F: 3 clusters Score -938006.1 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -944028.062500 Penalty: 910.286804
	Iteration 1F: 3 clusters Score -944028.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -944289.437500 Penalty: 910.286804
	Iteration 2Q: 3 clusters Score -944289.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -944665.500000 Penalty: 910.286804
	Iteration 3Q: 3 clusters Score -944665.5 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -945219.812500 Penalty: 910.286804
	Iteration 4Q: 3 clusters Score -945219.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -946131.625000 Penalty: 910.286804
	Iteration 5F: 3 clusters Score -946131.6 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -947471.687500 Penalty: 910.286804
	Iteration 6F: 3 clusters Score -947471.7 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -948948.937500 Penalty: 910.286804
	Iteration 7F: 3 clusters Score -948948.9 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -949896.812500 Penalty: 910.286804
	Iteration 8F: 3 clusters Score -949896.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -950344.125000 Penalty: 910.286804
	Iteration 9Q: 3 clusters Score -950344.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -950588.875000 Penalty: 910.286804
	Iteration 10Q: 3 clusters Score -950588.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -950779.812500 Penalty: 910.286804
	Iteration 11Q: 3 clusters Score -950779.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -950962.000000 Penalty: 910.286804
	Iteration 12Q: 3 clusters Score -950962 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -951098.625000 Penalty: 910.286804
	Iteration 13Q: 3 clusters Score -951098.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -951229.750000 Penalty: 910.286804
	Iteration 14Q: 3 clusters Score -951229.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -951370.000000 Penalty: 910.286804
	Iteration 15Q: 3 clusters Score -951370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -951510.500000 Penalty: 910.286804
	Iteration 16Q: 3 clusters Score -951510.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -951642.687500 Penalty: 910.286804
	Iteration 17Q: 3 clusters Score -951642.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -951753.187500 Penalty: 910.286804
	Iteration 18Q: 3 clusters Score -951753.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -951844.375000 Penalty: 910.286804
	Iteration 19Q: 3 clusters Score -951844.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -951915.125000 Penalty: 910.286804
	Iteration 20F: 3 clusters Score -951915.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -951982.250000 Penalty: 910.286804
	Iteration 21Q: 3 clusters Score -951982.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -952033.937500 Penalty: 910.286804
	Iteration 22Q: 3 clusters Score -952033.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -952085.000000 Penalty: 910.286804
	Iteration 23Q: 3 clusters Score -952085 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -952127.500000 Penalty: 910.286804
	Iteration 24Q: 3 clusters Score -952127.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -952162.187500 Penalty: 910.286804
	Iteration 25Q: 3 clusters Score -952162.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -952189.687500 Penalty: 910.286804
	Iteration 26Q: 3 clusters Score -952189.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -952196.562500 Penalty: 910.286804
	Iteration 27Q: 3 clusters Score -952196.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -952202.812500 Penalty: 910.286804
	Iteration 28Q: 3 clusters Score -952202.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -952206.937500 Penalty: 910.286804
	Iteration 29Q: 3 clusters Score -952206.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -952211.750000 Penalty: 910.286804
	Iteration 30Q: 3 clusters Score -952211.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -952214.250000 Penalty: 910.286804
	Iteration 31Q: 3 clusters Score -952214.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -952219.750000 Penalty: 910.286804
	Iteration 32Q: 3 clusters Score -952219.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -952221.812500 Penalty: 910.286804
	Iteration 33Q: 3 clusters Score -952221.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -952224.125000 Penalty: 910.286804
	Iteration 34Q: 3 clusters Score -952224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -952222.625000 Penalty: 910.286804
	Iteration 35Q: 3 clusters Score -952222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -952223.500000 Penalty: 910.286804
	Iteration 36Q: 3 clusters Score -952223.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -952223.062500 Penalty: 910.286804
	Iteration 37Q: 3 clusters Score -952223.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -952223.062500 Penalty: 910.286804
	Iteration 38Q: 3 clusters Score -952223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -952226.562500 Penalty: 910.286804
	Iteration 39Q: 3 clusters Score -952226.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -952226.937500 Penalty: 910.286804
	Iteration 40F: 3 clusters Score -952226.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -952227.875000 Penalty: 910.286804
	Iteration 41Q: 3 clusters Score -952227.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -952228.250000 Penalty: 910.286804
	Iteration 42Q: 3 clusters Score -952228.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -952232.062500 Penalty: 910.286804
	Iteration 43Q: 3 clusters Score -952232.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -952233.250000 Penalty: 910.286804
	Iteration 44Q: 3 clusters Score -952233.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -952233.250000 Penalty: 910.286804
	Iteration 45Q: 3 clusters Score -952233.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -952233.562500 Penalty: 910.286804
	Iteration 46Q: 3 clusters Score -952233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -952233.312500 Penalty: 910.286804
	Iteration 47Q: 3 clusters Score -952233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -952235.750000 Penalty: 910.286804
	Iteration 48Q: 3 clusters Score -952235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -952235.187500 Penalty: 910.286804
	Iteration 49Q: 3 clusters Score -952235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -952238.937500 Penalty: 910.286804
	Iteration 50Q: 3 clusters Score -952238.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -952240.125000 Penalty: 910.286804
	Iteration 51Q: 3 clusters Score -952240.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -952243.312500 Penalty: 910.286804
	Iteration 52Q: 3 clusters Score -952243.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -952245.812500 Penalty: 910.286804
	Iteration 53Q: 3 clusters Score -952245.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -952246.687500 Penalty: 910.286804
	Iteration 54Q: 3 clusters Score -952246.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -952251.187500 Penalty: 910.286804
	Iteration 55Q: 3 clusters Score -952251.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -952253.125000 Penalty: 910.286804
	Iteration 56Q: 3 clusters Score -952253.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -952252.812500 Penalty: 910.286804
	Iteration 57Q: 3 clusters Score -952252.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -952251.750000 Penalty: 910.286804
	Iteration 58Q: 3 clusters Score -952251.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -952254.750000 Penalty: 910.286804
	Iteration 59Q: 3 clusters Score -952254.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -952256.062500 Penalty: 910.286804
	Iteration 60F: 3 clusters Score -952256.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -952264.812500 Penalty: 910.286804
	Iteration 61Q: 3 clusters Score -952264.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -952269.375000 Penalty: 910.286804
	Iteration 62Q: 3 clusters Score -952269.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -952270.937500 Penalty: 910.286804
	Iteration 63Q: 3 clusters Score -952270.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -952273.062500 Penalty: 910.286804
	Iteration 64Q: 3 clusters Score -952273.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -952277.562500 Penalty: 910.286804
	Iteration 65Q: 3 clusters Score -952277.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -952281.937500 Penalty: 910.286804
	Iteration 66Q: 3 clusters Score -952281.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -952287.625000 Penalty: 910.286804
	Iteration 67Q: 3 clusters Score -952287.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -952289.875000 Penalty: 910.286804
	Iteration 68Q: 3 clusters Score -952289.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -952290.375000 Penalty: 910.286804
	Iteration 69Q: 3 clusters Score -952290.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -952292.687500 Penalty: 910.286804
	Iteration 70Q: 3 clusters Score -952292.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -952293.937500 Penalty: 910.286804
	Iteration 71Q: 3 clusters Score -952293.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -952295.875000 Penalty: 910.286804
	Iteration 72Q: 3 clusters Score -952295.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -952296.062500 Penalty: 910.286804
	Iteration 73Q: 3 clusters Score -952296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -952294.375000 Penalty: 910.286804
	Iteration 74Q: 3 clusters Score -952294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -952298.187500 Penalty: 910.286804
	Iteration 75Q: 3 clusters Score -952298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -952296.625000 Penalty: 910.286804
	Iteration 76Q: 3 clusters Score -952296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -952295.687500 Penalty: 910.286804
	Iteration 77Q: 3 clusters Score -952295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -952296.937500 Penalty: 910.286804
	Iteration 78Q: 3 clusters Score -952296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -952296.625000 Penalty: 910.286804
	Iteration 79Q: 3 clusters Score -952296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -952297.125000 Penalty: 910.286804
	Iteration 80F: 3 clusters Score -952297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -952297.562500 Penalty: 910.286804
	Iteration 81Q: 3 clusters Score -952297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -952297.187500 Penalty: 910.286804
	Iteration 82Q: 3 clusters Score -952297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -952299.187500 Penalty: 910.286804
	Iteration 83Q: 3 clusters Score -952299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -952297.375000 Penalty: 910.286804
	Iteration 84Q: 3 clusters Score -952297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -952296.437500 Penalty: 910.286804
	Iteration 85Q: 3 clusters Score -952296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -952296.562500 Penalty: 910.286804
	Iteration 86Q: 3 clusters Score -952296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -952295.250000 Penalty: 910.286804
	Iteration 87Q: 3 clusters Score -952295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -952296.187500 Penalty: 910.286804
	Iteration 88Q: 3 clusters Score -952296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -952296.187500 Penalty: 910.286804
	Iteration 89F: 3 clusters Score -952296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -4841.887207 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -4841.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4601.562988 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -4601.563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4663.374023 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -4663.374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4737.713867 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -4737.714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4776.944824 Penalty: 458.951691
	Iteration 3F: 3 clusters Score -4776.945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4791.804199 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -4791.804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4803.983398 Penalty: 458.951691
	Iteration 5F: 3 clusters Score -4803.983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4806.047852 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -4806.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4809.029785 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -4809.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4813.217285 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -4813.217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4823.786133 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -4823.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4826.268066 Penalty: 458.951691
	Iteration 10Q: 3 clusters Score -4826.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4826.268066 Penalty: 458.951691
	Iteration 11F: 3 clusters Score -4826.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (184497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184497 members 
Entering Unmasked Estep 
Score: -8315022.500000 Penalty: 551.705139
	Iteration 0F: 2 clusters Score -8315022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -8189760.000000 Penalty: 1103.410278
	Iteration 0F: 3 clusters Score -8189760 nChanged 90856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -8244771.500000 Penalty: 1103.410278
	Iteration 1F: 3 clusters Score -8244772 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -8246671.000000 Penalty: 1103.410278
	Iteration 2Q: 3 clusters Score -8246671 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -8249466.000000 Penalty: 1103.410278
	Iteration 3Q: 3 clusters Score -8249466 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -8253733.500000 Penalty: 1103.410278
	Iteration 4Q: 3 clusters Score -8253734 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -8260816.000000 Penalty: 1103.410278
	Iteration 5F: 3 clusters Score -8260816 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -8270510.500000 Penalty: 1103.410278
	Iteration 6F: 3 clusters Score -8270510 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110826 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -8278272.000000 Penalty: 1103.410278
	Iteration 7F: 3 clusters Score -8278272 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -8281178.000000 Penalty: 1103.410278
	Iteration 8Q: 3 clusters Score -8281178 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8281994.000000 Penalty: 1103.410278
	Iteration 9Q: 3 clusters Score -8281994 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8282521.000000 Penalty: 1103.410278
	Iteration 10Q: 3 clusters Score -8282521 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -8283029.000000 Penalty: 1103.410278
	Iteration 11Q: 3 clusters Score -8283029 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -8283577.500000 Penalty: 1103.410278
	Iteration 12Q: 3 clusters Score -8283578 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -8284293.000000 Penalty: 1103.410278
	Iteration 13Q: 3 clusters Score -8284293 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128619 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -8285180.000000 Penalty: 1103.410278
	Iteration 14Q: 3 clusters Score -8285180 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -8286239.000000 Penalty: 1103.410278
	Iteration 15Q: 3 clusters Score -8286239 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -8287336.500000 Penalty: 1103.410278
	Iteration 16Q: 3 clusters Score -8287336 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8288585.500000 Penalty: 1103.410278
	Iteration 17Q: 3 clusters Score -8288586 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8290002.000000 Penalty: 1103.410278
	Iteration 18Q: 3 clusters Score -8290002 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8291714.500000 Penalty: 1103.410278
	Iteration 19Q: 3 clusters Score -8291714 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -8293743.000000 Penalty: 1103.410278
	Iteration 20F: 3 clusters Score -8293743 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -8295889.000000 Penalty: 1103.410278
	Iteration 21Q: 3 clusters Score -8295889 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -8298266.500000 Penalty: 1103.410278
	Iteration 22Q: 3 clusters Score -8298266 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164567 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -8300723.000000 Penalty: 1103.410278
	Iteration 23Q: 3 clusters Score -8300723 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -8303153.000000 Penalty: 1103.410278
	Iteration 24Q: 3 clusters Score -8303153 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171842 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -8305476.000000 Penalty: 1103.410278
	Iteration 25Q: 3 clusters Score -8305476 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -8307482.500000 Penalty: 1103.410278
	Iteration 26Q: 3 clusters Score -8307482 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -8309285.000000 Penalty: 1103.410278
	Iteration 27Q: 3 clusters Score -8309285 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8310638.000000 Penalty: 1103.410278
	Iteration 28Q: 3 clusters Score -8310638 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8311772.000000 Penalty: 1103.410278
	Iteration 29Q: 3 clusters Score -8311772 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181840 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8312681.500000 Penalty: 1103.410278
	Iteration 30Q: 3 clusters Score -8312682 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8313352.000000 Penalty: 1103.410278
	Iteration 31Q: 3 clusters Score -8313352 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8313820.000000 Penalty: 1103.410278
	Iteration 32Q: 3 clusters Score -8313820 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8314114.500000 Penalty: 1103.410278
	Iteration 33Q: 3 clusters Score -8314114 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8314297.500000 Penalty: 1103.410278
	Iteration 34Q: 3 clusters Score -8314298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8314405.500000 Penalty: 1103.410278
	Iteration 35Q: 3 clusters Score -8314406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8314462.000000 Penalty: 1103.410278
	Iteration 36Q: 3 clusters Score -8314462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184387 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8314505.500000 Penalty: 1103.410278
	Iteration 37Q: 3 clusters Score -8314506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184397 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8314511.000000 Penalty: 1103.410278
	Iteration 38Q: 3 clusters Score -8314511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184405 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8314515.000000 Penalty: 1103.410278
	Iteration 39Q: 3 clusters Score -8314515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184408 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8314523.500000 Penalty: 1103.410278
	Iteration 40F: 3 clusters Score -8314524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184406 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8314523.500000 Penalty: 1103.410278
	Iteration 41Q: 3 clusters Score -8314524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8314524.000000 Penalty: 1103.410278
	Iteration 42Q: 3 clusters Score -8314524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8314526.000000 Penalty: 1103.410278
	Iteration 43Q: 3 clusters Score -8314526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184409 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8314532.000000 Penalty: 1103.410278
	Iteration 44Q: 3 clusters Score -8314532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184413 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8314534.500000 Penalty: 1103.410278
	Iteration 45Q: 3 clusters Score -8314534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8314543.000000 Penalty: 1103.410278
	Iteration 46Q: 3 clusters Score -8314543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184416 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8314538.500000 Penalty: 1103.410278
	Iteration 47Q: 3 clusters Score -8314538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184417 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8314544.500000 Penalty: 1103.410278
	Iteration 48Q: 3 clusters Score -8314544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184416 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8314542.000000 Penalty: 1103.410278
	Iteration 49Q: 3 clusters Score -8314542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184417 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8314545.000000 Penalty: 1103.410278
	Iteration 50Q: 3 clusters Score -8314545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8314549.000000 Penalty: 1103.410278
	Iteration 51Q: 3 clusters Score -8314549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184420 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8314548.500000 Penalty: 1103.410278
	Iteration 52Q: 3 clusters Score -8314548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184420 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8314548.500000 Penalty: 1103.410278
	Iteration 53F: 3 clusters Score -8314548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Entering Unmasked Estep 
Score: -1831733.000000 Penalty: 483.792328
	Iteration 0F: 2 clusters Score -1831733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1803895.375000 Penalty: 967.584656
	Iteration 0F: 3 clusters Score -1803895 nChanged 20043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1815892.625000 Penalty: 967.584656
	Iteration 1F: 3 clusters Score -1815893 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -1816572.875000 Penalty: 967.584656
	Iteration 2Q: 3 clusters Score -1816573 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -1817727.250000 Penalty: 967.584656
	Iteration 3F: 3 clusters Score -1817727 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -1819649.875000 Penalty: 967.584656
	Iteration 4F: 3 clusters Score -1819650 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1822232.500000 Penalty: 967.584656
	Iteration 5F: 3 clusters Score -1822232 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1824534.875000 Penalty: 967.584656
	Iteration 6F: 3 clusters Score -1824535 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1825807.750000 Penalty: 967.584656
	Iteration 7Q: 3 clusters Score -1825808 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1826724.500000 Penalty: 967.584656
	Iteration 8Q: 3 clusters Score -1826724 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -1827677.625000 Penalty: 967.584656
	Iteration 9Q: 3 clusters Score -1827678 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -1828801.625000 Penalty: 967.584656
	Iteration 10Q: 3 clusters Score -1828802 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -1829806.250000 Penalty: 967.584656
	Iteration 11Q: 3 clusters Score -1829806 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -1830578.250000 Penalty: 967.584656
	Iteration 12Q: 3 clusters Score -1830578 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -1831017.375000 Penalty: 967.584656
	Iteration 13Q: 3 clusters Score -1831017 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -1831228.125000 Penalty: 967.584656
	Iteration 14Q: 3 clusters Score -1831228 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -1831317.250000 Penalty: 967.584656
	Iteration 15Q: 3 clusters Score -1831317 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -1831371.750000 Penalty: 967.584656
	Iteration 16Q: 3 clusters Score -1831372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -1831404.750000 Penalty: 967.584656
	Iteration 17Q: 3 clusters Score -1831405 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -1831410.500000 Penalty: 967.584656
	Iteration 18Q: 3 clusters Score -1831410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -1831417.000000 Penalty: 967.584656
	Iteration 19Q: 3 clusters Score -1831417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -1831415.125000 Penalty: 967.584656
	Iteration 20F: 3 clusters Score -1831415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -1831411.875000 Penalty: 967.584656
	Iteration 21Q: 3 clusters Score -1831412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -1831410.500000 Penalty: 967.584656
	Iteration 22Q: 3 clusters Score -1831410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -1831412.250000 Penalty: 967.584656
	Iteration 23Q: 3 clusters Score -1831412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -1831410.875000 Penalty: 967.584656
	Iteration 24Q: 3 clusters Score -1831411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -1831410.625000 Penalty: 967.584656
	Iteration 25Q: 3 clusters Score -1831411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -1831411.500000 Penalty: 967.584656
	Iteration 26Q: 3 clusters Score -1831412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -1831414.000000 Penalty: 967.584656
	Iteration 27Q: 3 clusters Score -1831414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -1831413.125000 Penalty: 967.584656
	Iteration 28Q: 3 clusters Score -1831413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -1831412.625000 Penalty: 967.584656
	Iteration 29Q: 3 clusters Score -1831413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1831411.750000 Penalty: 967.584656
	Iteration 30Q: 3 clusters Score -1831412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1831411.750000 Penalty: 967.584656
	Iteration 31F: 3 clusters Score -1831412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -103165.703125 Penalty: 355.536804
	Iteration 0F: 2 clusters Score -103165.7 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 1267 members 
Entering Unmasked Estep 
Score: -101440.617188 Penalty: 711.073608
	Iteration 0F: 3 clusters Score -101440.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -102041.820312 Penalty: 711.073608
	Iteration 1F: 3 clusters Score -102041.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -102196.531250 Penalty: 711.073608
	Iteration 2F: 3 clusters Score -102196.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -102364.757812 Penalty: 711.073608
	Iteration 3F: 3 clusters Score -102364.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -102516.273438 Penalty: 711.073608
	Iteration 4F: 3 clusters Score -102516.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -102647.992188 Penalty: 711.073608
	Iteration 5F: 3 clusters Score -102648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -102753.710938 Penalty: 711.073608
	Iteration 6Q: 3 clusters Score -102753.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -102842.382812 Penalty: 711.073608
	Iteration 7Q: 3 clusters Score -102842.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -102892.921875 Penalty: 711.073608
	Iteration 8Q: 3 clusters Score -102892.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -102919.648438 Penalty: 711.073608
	Iteration 9Q: 3 clusters Score -102919.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -102930.921875 Penalty: 711.073608
	Iteration 10Q: 3 clusters Score -102930.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -102937.156250 Penalty: 711.073608
	Iteration 11Q: 3 clusters Score -102937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -102939.164062 Penalty: 711.073608
	Iteration 12Q: 3 clusters Score -102939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -102940.210938 Penalty: 711.073608
	Iteration 13Q: 3 clusters Score -102940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -102940.757812 Penalty: 711.073608
	Iteration 14Q: 3 clusters Score -102940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -102941.687500 Penalty: 711.073608
	Iteration 15Q: 3 clusters Score -102941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -102942.007812 Penalty: 711.073608
	Iteration 16Q: 3 clusters Score -102942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -102942.007812 Penalty: 711.073608
	Iteration 17F: 3 clusters Score -102942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1450.500244 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1483.214966 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1483.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1484.994995 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1484.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1484.994995 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1484.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -2798548.000000 Penalty: 501.233368
	Iteration 0F: 2 clusters Score -2798548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -2757602.750000 Penalty: 1002.466736
	Iteration 0F: 3 clusters Score -2757603 nChanged 29635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -2775621.750000 Penalty: 1002.466736
	Iteration 1F: 3 clusters Score -2775622 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2776544.750000 Penalty: 1002.466736
	Iteration 2Q: 3 clusters Score -2776545 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2778142.250000 Penalty: 1002.466736
	Iteration 3Q: 3 clusters Score -2778142 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2780754.750000 Penalty: 1002.466736
	Iteration 4F: 3 clusters Score -2780755 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2784518.250000 Penalty: 1002.466736
	Iteration 5F: 3 clusters Score -2784518 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2788073.250000 Penalty: 1002.466736
	Iteration 6F: 3 clusters Score -2788073 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2790088.250000 Penalty: 1002.466736
	Iteration 7Q: 3 clusters Score -2790088 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2791312.000000 Penalty: 1002.466736
	Iteration 8Q: 3 clusters Score -2791312 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2792355.250000 Penalty: 1002.466736
	Iteration 9Q: 3 clusters Score -2792355 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2793400.000000 Penalty: 1002.466736
	Iteration 10Q: 3 clusters Score -2793400 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2794348.500000 Penalty: 1002.466736
	Iteration 11Q: 3 clusters Score -2794348 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2795203.500000 Penalty: 1002.466736
	Iteration 12Q: 3 clusters Score -2795204 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2795950.500000 Penalty: 1002.466736
	Iteration 13Q: 3 clusters Score -2795950 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2796632.500000 Penalty: 1002.466736
	Iteration 14Q: 3 clusters Score -2796632 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2797202.500000 Penalty: 1002.466736
	Iteration 15Q: 3 clusters Score -2797202 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2797575.000000 Penalty: 1002.466736
	Iteration 16Q: 3 clusters Score -2797575 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2797758.000000 Penalty: 1002.466736
	Iteration 17Q: 3 clusters Score -2797758 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2797839.000000 Penalty: 1002.466736
	Iteration 18Q: 3 clusters Score -2797839 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2797889.500000 Penalty: 1002.466736
	Iteration 19Q: 3 clusters Score -2797890 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2797940.500000 Penalty: 1002.466736
	Iteration 20F: 3 clusters Score -2797940 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2797950.000000 Penalty: 1002.466736
	Iteration 21Q: 3 clusters Score -2797950 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2797961.250000 Penalty: 1002.466736
	Iteration 22Q: 3 clusters Score -2797961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2797946.000000 Penalty: 1002.466736
	Iteration 23Q: 3 clusters Score -2797946 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2797955.500000 Penalty: 1002.466736
	Iteration 24Q: 3 clusters Score -2797956 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2797953.500000 Penalty: 1002.466736
	Iteration 25Q: 3 clusters Score -2797954 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2797967.500000 Penalty: 1002.466736
	Iteration 26Q: 3 clusters Score -2797968 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2797961.000000 Penalty: 1002.466736
	Iteration 27Q: 3 clusters Score -2797961 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2797961.250000 Penalty: 1002.466736
	Iteration 28Q: 3 clusters Score -2797961 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2797956.750000 Penalty: 1002.466736
	Iteration 29Q: 3 clusters Score -2797957 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2797949.750000 Penalty: 1002.466736
	Iteration 30Q: 3 clusters Score -2797950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2797965.250000 Penalty: 1002.466736
	Iteration 31Q: 3 clusters Score -2797965 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2797945.000000 Penalty: 1002.466736
	Iteration 32Q: 3 clusters Score -2797945 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2797953.500000 Penalty: 1002.466736
	Iteration 33Q: 3 clusters Score -2797954 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2797955.250000 Penalty: 1002.466736
	Iteration 34Q: 3 clusters Score -2797955 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2797956.000000 Penalty: 1002.466736
	Iteration 35Q: 3 clusters Score -2797956 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2797951.000000 Penalty: 1002.466736
	Iteration 36Q: 3 clusters Score -2797951 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2797952.250000 Penalty: 1002.466736
	Iteration 37Q: 3 clusters Score -2797952 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2797977.500000 Penalty: 1002.466736
	Iteration 38Q: 3 clusters Score -2797978 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2797950.000000 Penalty: 1002.466736
	Iteration 39Q: 3 clusters Score -2797950 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2797957.250000 Penalty: 1002.466736
	Iteration 40F: 3 clusters Score -2797957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2797950.750000 Penalty: 1002.466736
	Iteration 41Q: 3 clusters Score -2797951 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2797943.750000 Penalty: 1002.466736
	Iteration 42Q: 3 clusters Score -2797944 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2797936.750000 Penalty: 1002.466736
	Iteration 43Q: 3 clusters Score -2797937 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2797936.250000 Penalty: 1002.466736
	Iteration 44Q: 3 clusters Score -2797936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2797925.250000 Penalty: 1002.466736
	Iteration 45Q: 3 clusters Score -2797925 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2797948.000000 Penalty: 1002.466736
	Iteration 46Q: 3 clusters Score -2797948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2797913.500000 Penalty: 1002.466736
	Iteration 47Q: 3 clusters Score -2797914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2797911.500000 Penalty: 1002.466736
	Iteration 48Q: 3 clusters Score -2797912 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2797905.500000 Penalty: 1002.466736
	Iteration 49Q: 3 clusters Score -2797906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2797900.250000 Penalty: 1002.466736
	Iteration 50Q: 3 clusters Score -2797900 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2797893.250000 Penalty: 1002.466736
	Iteration 51Q: 3 clusters Score -2797893 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2797903.750000 Penalty: 1002.466736
	Iteration 52Q: 3 clusters Score -2797904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2797885.500000 Penalty: 1002.466736
	Iteration 53Q: 3 clusters Score -2797886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2797888.000000 Penalty: 1002.466736
	Iteration 54Q: 3 clusters Score -2797888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2797891.000000 Penalty: 1002.466736
	Iteration 55Q: 3 clusters Score -2797891 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2797877.250000 Penalty: 1002.466736
	Iteration 56Q: 3 clusters Score -2797877 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2797866.250000 Penalty: 1002.466736
	Iteration 57Q: 3 clusters Score -2797866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2797864.000000 Penalty: 1002.466736
	Iteration 58Q: 3 clusters Score -2797864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2797873.500000 Penalty: 1002.466736
	Iteration 59Q: 3 clusters Score -2797874 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2797868.750000 Penalty: 1002.466736
	Iteration 60F: 3 clusters Score -2797869 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2797838 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2797856 nChanged 138
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Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2797874 nChanged 188
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Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 4553 members 
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	Iteration 65Q: 3 clusters Score -2797889 nChanged 115
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Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2797894 nChanged 99
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Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2797891 nChanged 110
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Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2797910 nChanged 158
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Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2797916 nChanged 173
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Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2797931 nChanged 104
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Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2797918 nChanged 56
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Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2797964 nChanged 154
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Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2797962 nChanged 83
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Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2797968 nChanged 86
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Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2797958 nChanged 56
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Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2797963 nChanged 59
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Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2797952 nChanged 39
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Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2797966 nChanged 53
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Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2797966 nChanged 21
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Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2797972 nChanged 25
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Mstep: Class 1 contains 57773 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2797976 nChanged 65
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Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2797982 nChanged 27
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Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2797979 nChanged 11
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Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 2930 members 
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Mstep: Class 1 contains 57935 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2797986 nChanged 64
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Mstep: Class 1 contains 57999 members 
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Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58020 members 
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Mstep: Class 1 contains 57998 members 
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Mstep: Class 1 contains 58073 members 
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	Iteration 94Q: 3 clusters Score -2797988 nChanged 47
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Mstep: Class 1 contains 58120 members 
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Mstep: Class 1 contains 58085 members 
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	Iteration 96Q: 3 clusters Score -2797992 nChanged 31
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Mstep: Class 1 contains 58116 members 
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	Iteration 97Q: 3 clusters Score -2797985 nChanged 54
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Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58217 members 
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	Iteration 100F: 3 clusters Score -2797991 nChanged 17
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Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2797989 nChanged 10
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Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2797987 nChanged 17
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Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 2640 members 
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	Iteration 103Q: 3 clusters Score -2797991 nChanged 5
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Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 2637 members 
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	Iteration 104Q: 3 clusters Score -2797982 nChanged 40
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Mstep: Class 1 contains 58170 members 
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	Iteration 105Q: 3 clusters Score -2797992 nChanged 14
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Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2797981 nChanged 104
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Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2797980 nChanged 29
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Mstep: Class 1 contains 58297 members 
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	Iteration 108Q: 3 clusters Score -2797971 nChanged 64
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Mstep: Class 1 contains 58359 members 
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	Iteration 109Q: 3 clusters Score -2797956 nChanged 122
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Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 2610 members 
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	Iteration 110Q: 3 clusters Score -2797969 nChanged 25
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Mstep: Class 1 contains 58216 members 
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	Iteration 111Q: 3 clusters Score -2797976 nChanged 9
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	Iteration 112Q: 3 clusters Score -2797978 nChanged 17
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Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2797981 nChanged 7
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	Iteration 114Q: 3 clusters Score -2797980 nChanged 29
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Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2797984 nChanged 25
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Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2797998 nChanged 28
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Mstep: Class 1 contains 58171 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2797990 nChanged 19
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	Iteration 118Q: 3 clusters Score -2797982 nChanged 97
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	Iteration 119Q: 3 clusters Score -2797974 nChanged 32
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2797978 nChanged 18
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Mstep: Class 2 contains 2606 members 
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	Iteration 121Q: 3 clusters Score -2797976 nChanged 26
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Mstep: Class 1 contains 58267 members 
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	Iteration 122Q: 3 clusters Score -2797969 nChanged 60
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Mstep: Class 1 contains 58327 members 
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	Iteration 123Q: 3 clusters Score -2797961 nChanged 50
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Mstep: Class 1 contains 58279 members 
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	Iteration 124Q: 3 clusters Score -2797961 nChanged 60
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Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 2508 members 
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	Iteration 125Q: 3 clusters Score -2797955 nChanged 40
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	Iteration 126Q: 3 clusters Score -2797955 nChanged 31
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	Iteration 127Q: 3 clusters Score -2797962 nChanged 9
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Mstep: Class 1 contains 58263 members 
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	Iteration 128Q: 3 clusters Score -2797970 nChanged 16
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Mstep: Class 2 contains 2570 members 
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	Iteration 129Q: 3 clusters Score -2797965 nChanged 47
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	Iteration 130Q: 3 clusters Score -2797954 nChanged 24
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	Iteration 131Q: 3 clusters Score -2797947 nChanged 74
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	Iteration 132Q: 3 clusters Score -2797944 nChanged 67
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	Iteration 133Q: 3 clusters Score -2797950 nChanged 10
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	Iteration 134Q: 3 clusters Score -2797953 nChanged 45
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	Iteration 135Q: 3 clusters Score -2797953 nChanged 37
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	Iteration 136Q: 3 clusters Score -2797953 nChanged 11
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2797941 nChanged 39
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	Iteration 138Q: 3 clusters Score -2797938 nChanged 46
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	Iteration 139Q: 3 clusters Score -2797946 nChanged 49
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2797953 nChanged 35
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2797951 nChanged 4
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2797953 nChanged 4
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	Iteration 143Q: 3 clusters Score -2797947 nChanged 86
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2797934 nChanged 50
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	Iteration 145Q: 3 clusters Score -2797934 nChanged 38
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	Iteration 146Q: 3 clusters Score -2797936 nChanged 14
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	Iteration 147Q: 3 clusters Score -2797939 nChanged 29
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	Iteration 148Q: 3 clusters Score -2797938 nChanged 26
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2797930 nChanged 31
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2797923 nChanged 36
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2797916 nChanged 56
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2797902 nChanged 104
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Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2797879.500000 Penalty: 1002.466736
	Iteration 153Q: 3 clusters Score -2797880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2797852.250000 Penalty: 1002.466736
	Iteration 154Q: 3 clusters Score -2797852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2797824.750000 Penalty: 1002.466736
	Iteration 155Q: 3 clusters Score -2797825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2797828.000000 Penalty: 1002.466736
	Iteration 156Q: 3 clusters Score -2797828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2797792.250000 Penalty: 1002.466736
	Iteration 157Q: 3 clusters Score -2797792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2797792.500000 Penalty: 1002.466736
	Iteration 158Q: 3 clusters Score -2797792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2797789.500000 Penalty: 1002.466736
	Iteration 159Q: 3 clusters Score -2797790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2797790.500000 Penalty: 1002.466736
	Iteration 160F: 3 clusters Score -2797790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2797783.750000 Penalty: 1002.466736
	Iteration 161Q: 3 clusters Score -2797784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2797802.750000 Penalty: 1002.466736
	Iteration 162Q: 3 clusters Score -2797803 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2797830.000000 Penalty: 1002.466736
	Iteration 163Q: 3 clusters Score -2797830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2797847.000000 Penalty: 1002.466736
	Iteration 164Q: 3 clusters Score -2797847 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2797919.750000 Penalty: 1002.466736
	Iteration 165Q: 3 clusters Score -2797920 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2797966.750000 Penalty: 1002.466736
	Iteration 166Q: 3 clusters Score -2797967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2797899.000000 Penalty: 1002.466736
	Iteration 167Q: 3 clusters Score -2797899 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2798021.750000 Penalty: 1002.466736
	Iteration 168Q: 3 clusters Score -2798022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2798035.500000 Penalty: 1002.466736
	Iteration 169Q: 3 clusters Score -2798036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2798065.500000 Penalty: 1002.466736
	Iteration 170Q: 3 clusters Score -2798066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -2798149.500000 Penalty: 1002.466736
	Iteration 171Q: 3 clusters Score -2798150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2798233.500000 Penalty: 501.233368
	Iteration 172Q: 2 clusters Score -2798234 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -2798548.000000 Penalty: 501.233368
	Iteration 173Q: 2 clusters Score -2798548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -2798548.000000 Penalty: 501.233368
	Iteration 174F: 2 clusters Score -2798548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -33175.929688 Penalty: 308.692810
	Iteration 0F: 2 clusters Score -33175.93 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 450 members 
Entering Unmasked Estep 
Score: -32433.378906 Penalty: 617.385620
	Iteration 0F: 3 clusters Score -32433.38 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -32660.603516 Penalty: 617.385620
	Iteration 1F: 3 clusters Score -32660.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -32724.726562 Penalty: 617.385620
	Iteration 2F: 3 clusters Score -32724.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -32753.626953 Penalty: 617.385620
	Iteration 3F: 3 clusters Score -32753.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32767.712891 Penalty: 617.385620
	Iteration 4Q: 3 clusters Score -32767.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32780.281250 Penalty: 617.385620
	Iteration 5Q: 3 clusters Score -32780.28 nChanged 21
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: -32793.980469 Penalty: 617.385620
	Iteration 6Q: 3 clusters Score -32793.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32803.652344 Penalty: 617.385620
	Iteration 7Q: 3 clusters Score -32803.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32809.835938 Penalty: 617.385620
	Iteration 8Q: 3 clusters Score -32809.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32815.792969 Penalty: 617.385620
	Iteration 9Q: 3 clusters Score -32815.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -32826.164062 Penalty: 617.385620
	Iteration 10Q: 3 clusters Score -32826.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -32833.847656 Penalty: 617.385620
	Iteration 11Q: 3 clusters Score -32833.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32843.859375 Penalty: 617.385620
	Iteration 12Q: 3 clusters Score -32843.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -32856.082031 Penalty: 617.385620
	Iteration 13Q: 3 clusters Score -32856.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32868.996094 Penalty: 617.385620
	Iteration 14Q: 3 clusters Score -32869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32875.367188 Penalty: 617.385620
	Iteration 15Q: 3 clusters Score -32875.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32884.015625 Penalty: 617.385620
	Iteration 16Q: 3 clusters Score -32884.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32892.613281 Penalty: 617.385620
	Iteration 17Q: 3 clusters Score -32892.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32900.738281 Penalty: 617.385620
	Iteration 18Q: 3 clusters Score -32900.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32907.261719 Penalty: 617.385620
	Iteration 19Q: 3 clusters Score -32907.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32910.238281 Penalty: 617.385620
	Iteration 20F: 3 clusters Score -32910.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32913.292969 Penalty: 617.385620
	Iteration 21Q: 3 clusters Score -32913.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32917.058594 Penalty: 617.385620
	Iteration 22Q: 3 clusters Score -32917.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32922.410156 Penalty: 617.385620
	Iteration 23Q: 3 clusters Score -32922.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -32924.070312 Penalty: 617.385620
	Iteration 24Q: 3 clusters Score -32924.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32926.753906 Penalty: 617.385620
	Iteration 25Q: 3 clusters Score -32926.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32929.035156 Penalty: 617.385620
	Iteration 26Q: 3 clusters Score -32929.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32930.429688 Penalty: 617.385620
	Iteration 27Q: 3 clusters Score -32930.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32930.773438 Penalty: 617.385620
	Iteration 28Q: 3 clusters Score -32930.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32930.773438 Penalty: 617.385620
	Iteration 29F: 3 clusters Score -32930.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9522.469727 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -9522.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9197.318359 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -9197.318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9279.251953 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -9279.252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9309.759766 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -9309.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9329.857422 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -9329.857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9355.661133 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -9355.661 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: -9365.069336 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -9365.069 nChanged 6
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: -9380.400391 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -9380.4 nChanged 4
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: -9387.270508 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -9387.271 nChanged 0
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: -9387.270508 Penalty: 508.779846
	Iteration 8F: 3 clusters Score -9387.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (258526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258526 members 
Entering Unmasked Estep 
Score: -11517660.000000 Penalty: 567.055176
	Iteration 0F: 2 clusters Score -1.151766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -11342230.000000 Penalty: 1134.110352
	Iteration 0F: 3 clusters Score -1.134223e+07 nChanged 127648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -11422592.000000 Penalty: 1134.110352
	Iteration 1F: 3 clusters Score -1.142259e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -11426178.000000 Penalty: 1134.110352
	Iteration 2Q: 3 clusters Score -1.142618e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -11431449.000000 Penalty: 1134.110352
	Iteration 3Q: 3 clusters Score -1.143145e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -11439467.000000 Penalty: 1134.110352
	Iteration 4F: 3 clusters Score -1.143947e+07 nChanged 14977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162570 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -11450750.000000 Penalty: 1134.110352
	Iteration 5F: 3 clusters Score -1.145075e+07 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170501 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -11464287.000000 Penalty: 1134.110352
	Iteration 6F: 3 clusters Score -1.146429e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176527 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -11476158.000000 Penalty: 1134.110352
	Iteration 7F: 3 clusters Score -1.147616e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181203 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -11482287.000000 Penalty: 1134.110352
	Iteration 8Q: 3 clusters Score -1.148229e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185433 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -11485664.000000 Penalty: 1134.110352
	Iteration 9Q: 3 clusters Score -1.148566e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -11488245.000000 Penalty: 1134.110352
	Iteration 10Q: 3 clusters Score -1.148824e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -11490762.000000 Penalty: 1134.110352
	Iteration 11Q: 3 clusters Score -1.149076e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197009 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -11493308.000000 Penalty: 1134.110352
	Iteration 12Q: 3 clusters Score -1.149331e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200187 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -11495457.000000 Penalty: 1134.110352
	Iteration 13Q: 3 clusters Score -1.149546e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203060 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -11497489.000000 Penalty: 1134.110352
	Iteration 14Q: 3 clusters Score -1.149749e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205607 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -11499363.000000 Penalty: 1134.110352
	Iteration 15Q: 3 clusters Score -1.149936e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207938 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -11501249.000000 Penalty: 1134.110352
	Iteration 16Q: 3 clusters Score -1.150125e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209964 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -11503057.000000 Penalty: 1134.110352
	Iteration 17Q: 3 clusters Score -1.150306e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211590 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -11504425.000000 Penalty: 1134.110352
	Iteration 18Q: 3 clusters Score -1.150442e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213008 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -11505687.000000 Penalty: 1134.110352
	Iteration 19Q: 3 clusters Score -1.150569e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214157 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -11506861.000000 Penalty: 1134.110352
	Iteration 20F: 3 clusters Score -1.150686e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215052 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -11507969.000000 Penalty: 1134.110352
	Iteration 21Q: 3 clusters Score -1.150797e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215649 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -11509141.000000 Penalty: 1134.110352
	Iteration 22Q: 3 clusters Score -1.150914e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215975 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -11510231.000000 Penalty: 1134.110352
	Iteration 23Q: 3 clusters Score -1.151023e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216100 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -11511270.000000 Penalty: 1134.110352
	Iteration 24Q: 3 clusters Score -1.151127e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215993 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -11512251.000000 Penalty: 1134.110352
	Iteration 25Q: 3 clusters Score -1.151225e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215806 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -11513227.000000 Penalty: 1134.110352
	Iteration 26Q: 3 clusters Score -1.151323e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215658 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -11514119.000000 Penalty: 1134.110352
	Iteration 27Q: 3 clusters Score -1.151412e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -11514794.000000 Penalty: 1134.110352
	Iteration 28Q: 3 clusters Score -1.151479e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215909 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -11515157.000000 Penalty: 1134.110352
	Iteration 29Q: 3 clusters Score -1.151516e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -11515313.000000 Penalty: 1134.110352
	Iteration 30Q: 3 clusters Score -1.151531e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216500 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -11515438.000000 Penalty: 1134.110352
	Iteration 31Q: 3 clusters Score -1.151544e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216881 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -11515488.000000 Penalty: 1134.110352
	Iteration 32Q: 3 clusters Score -1.151549e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217278 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -11515498.000000 Penalty: 1134.110352
	Iteration 33Q: 3 clusters Score -1.15155e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217743 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -11515512.000000 Penalty: 1134.110352
	Iteration 34Q: 3 clusters Score -1.151551e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218197 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -11515497.000000 Penalty: 1134.110352
	Iteration 35Q: 3 clusters Score -1.15155e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218653 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -11515508.000000 Penalty: 1134.110352
	Iteration 36Q: 3 clusters Score -1.151551e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219142 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -11515502.000000 Penalty: 1134.110352
	Iteration 37Q: 3 clusters Score -1.15155e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219564 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -11515448.000000 Penalty: 1134.110352
	Iteration 38Q: 3 clusters Score -1.151545e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219975 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -11515402.000000 Penalty: 1134.110352
	Iteration 39Q: 3 clusters Score -1.15154e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220409 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -11515422.000000 Penalty: 1134.110352
	Iteration 40F: 3 clusters Score -1.151542e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220811 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -11515386.000000 Penalty: 1134.110352
	Iteration 41Q: 3 clusters Score -1.151539e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221212 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -11515371.000000 Penalty: 1134.110352
	Iteration 42Q: 3 clusters Score -1.151537e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221626 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -11515361.000000 Penalty: 1134.110352
	Iteration 43Q: 3 clusters Score -1.151536e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221929 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -11515388.000000 Penalty: 1134.110352
	Iteration 44Q: 3 clusters Score -1.151539e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222288 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -11515360.000000 Penalty: 1134.110352
	Iteration 45Q: 3 clusters Score -1.151536e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -11515344.000000 Penalty: 1134.110352
	Iteration 46Q: 3 clusters Score -1.151534e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223073 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -11515354.000000 Penalty: 1134.110352
	Iteration 47Q: 3 clusters Score -1.151535e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223459 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -11515337.000000 Penalty: 1134.110352
	Iteration 48Q: 3 clusters Score -1.151534e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223867 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -11515341.000000 Penalty: 1134.110352
	Iteration 49Q: 3 clusters Score -1.151534e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224247 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11515344.000000 Penalty: 1134.110352
	Iteration 50Q: 3 clusters Score -1.151534e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224664 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -11515357.000000 Penalty: 1134.110352
	Iteration 51Q: 3 clusters Score -1.151536e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225029 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -11515318.000000 Penalty: 1134.110352
	Iteration 52Q: 3 clusters Score -1.151532e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225439 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -11515330.000000 Penalty: 1134.110352
	Iteration 53Q: 3 clusters Score -1.151533e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225811 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -11515343.000000 Penalty: 1134.110352
	Iteration 54Q: 3 clusters Score -1.151534e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226253 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -11515332.000000 Penalty: 1134.110352
	Iteration 55Q: 3 clusters Score -1.151533e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226680 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -11515328.000000 Penalty: 1134.110352
	Iteration 56Q: 3 clusters Score -1.151533e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227068 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -11515335.000000 Penalty: 1134.110352
	Iteration 57Q: 3 clusters Score -1.151534e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227583 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -11515320.000000 Penalty: 1134.110352
	Iteration 58Q: 3 clusters Score -1.151532e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228043 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -11515309.000000 Penalty: 1134.110352
	Iteration 59Q: 3 clusters Score -1.151531e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228493 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -11515307.000000 Penalty: 1134.110352
	Iteration 60F: 3 clusters Score -1.151531e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228982 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -11515288.000000 Penalty: 1134.110352
	Iteration 61Q: 3 clusters Score -1.151529e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229441 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -11515284.000000 Penalty: 1134.110352
	Iteration 62Q: 3 clusters Score -1.151528e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229936 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -11515325.000000 Penalty: 1134.110352
	Iteration 63Q: 3 clusters Score -1.151532e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -11515314.000000 Penalty: 1134.110352
	Iteration 64Q: 3 clusters Score -1.151531e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230956 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -11515338.000000 Penalty: 1134.110352
	Iteration 65Q: 3 clusters Score -1.151534e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231460 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -11515381.000000 Penalty: 1134.110352
	Iteration 66Q: 3 clusters Score -1.151538e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231977 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -11515365.000000 Penalty: 1134.110352
	Iteration 67Q: 3 clusters Score -1.151536e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232454 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -11515384.000000 Penalty: 1134.110352
	Iteration 68Q: 3 clusters Score -1.151538e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233011 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -11515383.000000 Penalty: 1134.110352
	Iteration 69Q: 3 clusters Score -1.151538e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233504 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -11515410.000000 Penalty: 1134.110352
	Iteration 70Q: 3 clusters Score -1.151541e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234041 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -11515408.000000 Penalty: 1134.110352
	Iteration 71Q: 3 clusters Score -1.151541e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234650 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -11515452.000000 Penalty: 1134.110352
	Iteration 72Q: 3 clusters Score -1.151545e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235247 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -11515438.000000 Penalty: 1134.110352
	Iteration 73Q: 3 clusters Score -1.151544e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235836 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -11515502.000000 Penalty: 1134.110352
	Iteration 74Q: 3 clusters Score -1.15155e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236473 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -11515512.000000 Penalty: 1134.110352
	Iteration 75Q: 3 clusters Score -1.151551e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237151 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -11515521.000000 Penalty: 1134.110352
	Iteration 76Q: 3 clusters Score -1.151552e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237837 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -11515508.000000 Penalty: 1134.110352
	Iteration 77Q: 3 clusters Score -1.151551e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238519 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -11515581.000000 Penalty: 1134.110352
	Iteration 78Q: 3 clusters Score -1.151558e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239212 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -11515561.000000 Penalty: 1134.110352
	Iteration 79Q: 3 clusters Score -1.151556e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239793 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -11515582.000000 Penalty: 1134.110352
	Iteration 80F: 3 clusters Score -1.151558e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240428 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -11515613.000000 Penalty: 1134.110352
	Iteration 81Q: 3 clusters Score -1.151561e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241069 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -11515634.000000 Penalty: 1134.110352
	Iteration 82Q: 3 clusters Score -1.151563e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241729 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -11515785.000000 Penalty: 1134.110352
	Iteration 83Q: 3 clusters Score -1.151578e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242389 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -11515837.000000 Penalty: 1134.110352
	Iteration 84Q: 3 clusters Score -1.151584e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243048 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -11515840.000000 Penalty: 1134.110352
	Iteration 85Q: 3 clusters Score -1.151584e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243667 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -11515937.000000 Penalty: 1134.110352
	Iteration 86Q: 3 clusters Score -1.151594e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244354 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -11515959.000000 Penalty: 1134.110352
	Iteration 87Q: 3 clusters Score -1.151596e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244997 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -11516048.000000 Penalty: 1134.110352
	Iteration 88Q: 3 clusters Score -1.151605e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245641 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -11516144.000000 Penalty: 1134.110352
	Iteration 89Q: 3 clusters Score -1.151614e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246322 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -11516245.000000 Penalty: 1134.110352
	Iteration 90Q: 3 clusters Score -1.151624e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246973 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -11516302.000000 Penalty: 1134.110352
	Iteration 91Q: 3 clusters Score -1.15163e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247622 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -11516369.000000 Penalty: 1134.110352
	Iteration 92Q: 3 clusters Score -1.151637e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248232 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -11516384.000000 Penalty: 1134.110352
	Iteration 93Q: 3 clusters Score -1.151638e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248853 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -11516474.000000 Penalty: 1134.110352
	Iteration 94Q: 3 clusters Score -1.151647e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249449 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -11516536.000000 Penalty: 1134.110352
	Iteration 95Q: 3 clusters Score -1.151654e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250029 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -11516553.000000 Penalty: 1134.110352
	Iteration 96Q: 3 clusters Score -1.151655e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250564 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -11516652.000000 Penalty: 1134.110352
	Iteration 97Q: 3 clusters Score -1.151665e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251091 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -11516739.000000 Penalty: 1134.110352
	Iteration 98Q: 3 clusters Score -1.151674e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251605 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -11516858.000000 Penalty: 1134.110352
	Iteration 99Q: 3 clusters Score -1.151686e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252083 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -11516950.000000 Penalty: 1134.110352
	Iteration 100F: 3 clusters Score -1.151695e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252516 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -11516934.000000 Penalty: 1134.110352
	Iteration 101Q: 3 clusters Score -1.151693e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252884 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -11516978.000000 Penalty: 1134.110352
	Iteration 102Q: 3 clusters Score -1.151698e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253229 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -11516986.000000 Penalty: 1134.110352
	Iteration 103Q: 3 clusters Score -1.151699e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253519 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -11517042.000000 Penalty: 1134.110352
	Iteration 104Q: 3 clusters Score -1.151704e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253792 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -11517069.000000 Penalty: 1134.110352
	Iteration 105Q: 3 clusters Score -1.151707e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254058 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -11517090.000000 Penalty: 1134.110352
	Iteration 106Q: 3 clusters Score -1.151709e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254285 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -11517070.000000 Penalty: 1134.110352
	Iteration 107Q: 3 clusters Score -1.151707e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254484 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -11517066.000000 Penalty: 1134.110352
	Iteration 108Q: 3 clusters Score -1.151707e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254680 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -11517075.000000 Penalty: 1134.110352
	Iteration 109Q: 3 clusters Score -1.151708e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254873 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -11517110.000000 Penalty: 1134.110352
	Iteration 110Q: 3 clusters Score -1.151711e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255049 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -11517135.000000 Penalty: 1134.110352
	Iteration 111Q: 3 clusters Score -1.151714e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255212 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -11517144.000000 Penalty: 1134.110352
	Iteration 112Q: 3 clusters Score -1.151714e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255390 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -11517160.000000 Penalty: 1134.110352
	Iteration 113Q: 3 clusters Score -1.151716e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255536 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -11517175.000000 Penalty: 1134.110352
	Iteration 114Q: 3 clusters Score -1.151718e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255653 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11517184.000000 Penalty: 1134.110352
	Iteration 115Q: 3 clusters Score -1.151718e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255767 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -11517196.000000 Penalty: 1134.110352
	Iteration 116Q: 3 clusters Score -1.15172e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255872 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -11517199.000000 Penalty: 1134.110352
	Iteration 117Q: 3 clusters Score -1.15172e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255962 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -11517217.000000 Penalty: 1134.110352
	Iteration 118Q: 3 clusters Score -1.151722e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256042 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -11517217.000000 Penalty: 1134.110352
	Iteration 119Q: 3 clusters Score -1.151722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256106 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -11517212.000000 Penalty: 1134.110352
	Iteration 120F: 3 clusters Score -1.151721e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256166 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -11517207.000000 Penalty: 1134.110352
	Iteration 121Q: 3 clusters Score -1.151721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256231 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11517210.000000 Penalty: 1134.110352
	Iteration 122Q: 3 clusters Score -1.151721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256294 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11517218.000000 Penalty: 1134.110352
	Iteration 123Q: 3 clusters Score -1.151722e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256353 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11517214.000000 Penalty: 1134.110352
	Iteration 124Q: 3 clusters Score -1.151721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256410 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11517211.000000 Penalty: 1134.110352
	Iteration 125Q: 3 clusters Score -1.151721e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256457 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11517221.000000 Penalty: 1134.110352
	Iteration 126Q: 3 clusters Score -1.151722e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256507 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11517226.000000 Penalty: 1134.110352
	Iteration 127Q: 3 clusters Score -1.151723e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256583 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11517241.000000 Penalty: 1134.110352
	Iteration 128Q: 3 clusters Score -1.151724e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256646 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11517218.000000 Penalty: 1134.110352
	Iteration 129Q: 3 clusters Score -1.151722e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256712 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11517246.000000 Penalty: 1134.110352
	Iteration 130Q: 3 clusters Score -1.151725e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256772 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11517255.000000 Penalty: 1134.110352
	Iteration 131Q: 3 clusters Score -1.151726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256816 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11517250.000000 Penalty: 1134.110352
	Iteration 132Q: 3 clusters Score -1.151725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256840 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -11517248.000000 Penalty: 1134.110352
	Iteration 133Q: 3 clusters Score -1.151725e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256862 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11517261.000000 Penalty: 1134.110352
	Iteration 134Q: 3 clusters Score -1.151726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256893 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11517254.000000 Penalty: 1134.110352
	Iteration 135Q: 3 clusters Score -1.151725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256918 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11517257.000000 Penalty: 1134.110352
	Iteration 136Q: 3 clusters Score -1.151726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11517261.000000 Penalty: 1134.110352
	Iteration 137Q: 3 clusters Score -1.151726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256964 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11517258.000000 Penalty: 1134.110352
	Iteration 138Q: 3 clusters Score -1.151726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256987 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11517258.000000 Penalty: 1134.110352
	Iteration 139Q: 3 clusters Score -1.151726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257007 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11517277.000000 Penalty: 1134.110352
	Iteration 140F: 3 clusters Score -1.151728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257024 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11517273.000000 Penalty: 1134.110352
	Iteration 141Q: 3 clusters Score -1.151727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257046 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11517275.000000 Penalty: 1134.110352
	Iteration 142Q: 3 clusters Score -1.151728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257069 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11517275.000000 Penalty: 1134.110352
	Iteration 143Q: 3 clusters Score -1.151728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257094 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11517274.000000 Penalty: 1134.110352
	Iteration 144Q: 3 clusters Score -1.151727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11517270.000000 Penalty: 1134.110352
	Iteration 145Q: 3 clusters Score -1.151727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257120 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11517268.000000 Penalty: 1134.110352
	Iteration 146Q: 3 clusters Score -1.151727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257136 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11517275.000000 Penalty: 1134.110352
	Iteration 147Q: 3 clusters Score -1.151728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257146 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11517269.000000 Penalty: 1134.110352
	Iteration 148Q: 3 clusters Score -1.151727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257157 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11517264.000000 Penalty: 1134.110352
	Iteration 149Q: 3 clusters Score -1.151726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257171 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11517277.000000 Penalty: 1134.110352
	Iteration 150Q: 3 clusters Score -1.151728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257183 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11517279.000000 Penalty: 1134.110352
	Iteration 151Q: 3 clusters Score -1.151728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257196 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11517280.000000 Penalty: 1134.110352
	Iteration 152Q: 3 clusters Score -1.151728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257214 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11517287.000000 Penalty: 1134.110352
	Iteration 153Q: 3 clusters Score -1.151729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257236 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11517289.000000 Penalty: 1134.110352
	Iteration 154Q: 3 clusters Score -1.151729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257253 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11517295.000000 Penalty: 1134.110352
	Iteration 155Q: 3 clusters Score -1.15173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257269 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11517298.000000 Penalty: 1134.110352
	Iteration 156Q: 3 clusters Score -1.15173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257282 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11517293.000000 Penalty: 1134.110352
	Iteration 157Q: 3 clusters Score -1.151729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257292 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11517294.000000 Penalty: 1134.110352
	Iteration 158Q: 3 clusters Score -1.151729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11517297.000000 Penalty: 1134.110352
	Iteration 159Q: 3 clusters Score -1.15173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257313 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11517299.000000 Penalty: 1134.110352
	Iteration 160F: 3 clusters Score -1.15173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257325 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11517292.000000 Penalty: 1134.110352
	Iteration 161Q: 3 clusters Score -1.151729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257333 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11517292.000000 Penalty: 1134.110352
	Iteration 162Q: 3 clusters Score -1.151729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257342 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11517307.000000 Penalty: 1134.110352
	Iteration 163Q: 3 clusters Score -1.151731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257345 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11517293.000000 Penalty: 1134.110352
	Iteration 164Q: 3 clusters Score -1.151729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257351 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11517302.000000 Penalty: 1134.110352
	Iteration 165Q: 3 clusters Score -1.15173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257359 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11517304.000000 Penalty: 1134.110352
	Iteration 166Q: 3 clusters Score -1.15173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257364 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11517312.000000 Penalty: 1134.110352
	Iteration 167Q: 3 clusters Score -1.151731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257367 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11517307.000000 Penalty: 1134.110352
	Iteration 168Q: 3 clusters Score -1.151731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257369 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11517295.000000 Penalty: 1134.110352
	Iteration 169Q: 3 clusters Score -1.15173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11517294.000000 Penalty: 1134.110352
	Iteration 170Q: 3 clusters Score -1.151729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257373 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11517296.000000 Penalty: 1134.110352
	Iteration 171Q: 3 clusters Score -1.15173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257377 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11517299.000000 Penalty: 1134.110352
	Iteration 172Q: 3 clusters Score -1.15173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257382 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11517293.000000 Penalty: 1134.110352
	Iteration 173Q: 3 clusters Score -1.151729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257384 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11517297.000000 Penalty: 1134.110352
	Iteration 174Q: 3 clusters Score -1.15173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257386 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11517298.000000 Penalty: 1134.110352
	Iteration 175Q: 3 clusters Score -1.15173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257389 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11517286.000000 Penalty: 1134.110352
	Iteration 176Q: 3 clusters Score -1.151729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257392 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11517290.000000 Penalty: 1134.110352
	Iteration 177Q: 3 clusters Score -1.151729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257395 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11517289.000000 Penalty: 1134.110352
	Iteration 178Q: 3 clusters Score -1.151729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257399 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11517290.000000 Penalty: 1134.110352
	Iteration 179Q: 3 clusters Score -1.151729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257403 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11517285.000000 Penalty: 1134.110352
	Iteration 180F: 3 clusters Score -1.151728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257401 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11517287.000000 Penalty: 1134.110352
	Iteration 181Q: 3 clusters Score -1.151729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257403 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11517293.000000 Penalty: 1134.110352
	Iteration 182Q: 3 clusters Score -1.151729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257404 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11517291.000000 Penalty: 1134.110352
	Iteration 183Q: 3 clusters Score -1.151729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257404 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11517285.000000 Penalty: 1134.110352
	Iteration 184Q: 3 clusters Score -1.151728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257406 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11517292.000000 Penalty: 1134.110352
	Iteration 185Q: 3 clusters Score -1.151729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257408 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11517287.000000 Penalty: 1134.110352
	Iteration 186Q: 3 clusters Score -1.151729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257408 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11517287.000000 Penalty: 1134.110352
	Iteration 187F: 3 clusters Score -1.151729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Entering Unmasked Estep 
Score: -413214.875000 Penalty: 416.832336
	Iteration 0F: 2 clusters Score -413214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -406828.156250 Penalty: 833.664673
	Iteration 0F: 3 clusters Score -406828.2 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -409742.281250 Penalty: 833.664673
	Iteration 1F: 3 clusters Score -409742.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -410480.218750 Penalty: 833.664673
	Iteration 2F: 3 clusters Score -410480.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -411366.406250 Penalty: 833.664673
	Iteration 3F: 3 clusters Score -411366.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -412051.125000 Penalty: 833.664673
	Iteration 4F: 3 clusters Score -412051.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -412371.812500 Penalty: 833.664673
	Iteration 5F: 3 clusters Score -412371.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -412573.531250 Penalty: 833.664673
	Iteration 6Q: 3 clusters Score -412573.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -412707.250000 Penalty: 833.664673
	Iteration 7Q: 3 clusters Score -412707.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -412802.125000 Penalty: 833.664673
	Iteration 8Q: 3 clusters Score -412802.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -412875.500000 Penalty: 833.664673
	Iteration 9Q: 3 clusters Score -412875.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -412919.062500 Penalty: 833.664673
	Iteration 10Q: 3 clusters Score -412919.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -412940.093750 Penalty: 833.664673
	Iteration 11Q: 3 clusters Score -412940.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -412953.687500 Penalty: 833.664673
	Iteration 12Q: 3 clusters Score -412953.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -412961.093750 Penalty: 833.664673
	Iteration 13Q: 3 clusters Score -412961.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -412963.375000 Penalty: 833.664673
	Iteration 14Q: 3 clusters Score -412963.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -412967.343750 Penalty: 833.664673
	Iteration 15Q: 3 clusters Score -412967.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -412968.843750 Penalty: 833.664673
	Iteration 16Q: 3 clusters Score -412968.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -412969.531250 Penalty: 833.664673
	Iteration 17Q: 3 clusters Score -412969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -412970.562500 Penalty: 833.664673
	Iteration 18Q: 3 clusters Score -412970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -412971.656250 Penalty: 833.664673
	Iteration 19Q: 3 clusters Score -412971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -412971.843750 Penalty: 833.664673
	Iteration 20F: 3 clusters Score -412971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -412972.906250 Penalty: 833.664673
	Iteration 21Q: 3 clusters Score -412972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -412972.875000 Penalty: 833.664673
	Iteration 22Q: 3 clusters Score -412972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -412973.156250 Penalty: 833.664673
	Iteration 23Q: 3 clusters Score -412973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -412973.000000 Penalty: 833.664673
	Iteration 24Q: 3 clusters Score -412973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -412972.968750 Penalty: 833.664673
	Iteration 25Q: 3 clusters Score -412973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -412973.093750 Penalty: 833.664673
	Iteration 26Q: 3 clusters Score -412973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -412974.093750 Penalty: 833.664673
	Iteration 27Q: 3 clusters Score -412974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -412974.000000 Penalty: 833.664673
	Iteration 28Q: 3 clusters Score -412974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -412974.750000 Penalty: 833.664673
	Iteration 29Q: 3 clusters Score -412974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -412975.187500 Penalty: 833.664673
	Iteration 30Q: 3 clusters Score -412975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -412975.500000 Penalty: 833.664673
	Iteration 31Q: 3 clusters Score -412975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -412975.562500 Penalty: 833.664673
	Iteration 32Q: 3 clusters Score -412975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -412974.812500 Penalty: 833.664673
	Iteration 33Q: 3 clusters Score -412974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -412977.031250 Penalty: 833.664673
	Iteration 34Q: 3 clusters Score -412977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -412977.031250 Penalty: 833.664673
	Iteration 35F: 3 clusters Score -412977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Entering Unmasked Estep 
Score: -2827236.750000 Penalty: 503.145050
	Iteration 0F: 2 clusters Score -2827237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -2784584.750000 Penalty: 1006.290100
	Iteration 0F: 3 clusters Score -2784585 nChanged 30934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -2803336.500000 Penalty: 1006.290100
	Iteration 1F: 3 clusters Score -2803336 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -2803972.250000 Penalty: 1006.290100
	Iteration 2Q: 3 clusters Score -2803972 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -2804948.250000 Penalty: 1006.290100
	Iteration 3Q: 3 clusters Score -2804948 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -2806532.750000 Penalty: 1006.290100
	Iteration 4Q: 3 clusters Score -2806533 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2809327.750000 Penalty: 1006.290100
	Iteration 5F: 3 clusters Score -2809328 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -2812659.500000 Penalty: 1006.290100
	Iteration 6F: 3 clusters Score -2812660 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -2814569.750000 Penalty: 1006.290100
	Iteration 7F: 3 clusters Score -2814570 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -2815010.000000 Penalty: 1006.290100
	Iteration 8Q: 3 clusters Score -2815010 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2815108.500000 Penalty: 1006.290100
	Iteration 9Q: 3 clusters Score -2815108 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2815162.750000 Penalty: 1006.290100
	Iteration 10Q: 3 clusters Score -2815163 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -2815198.500000 Penalty: 1006.290100
	Iteration 11Q: 3 clusters Score -2815198 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2815227.750000 Penalty: 1006.290100
	Iteration 12Q: 3 clusters Score -2815228 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2815264.500000 Penalty: 1006.290100
	Iteration 13Q: 3 clusters Score -2815264 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2815319.750000 Penalty: 1006.290100
	Iteration 14Q: 3 clusters Score -2815320 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -2815383.500000 Penalty: 1006.290100
	Iteration 15Q: 3 clusters Score -2815384 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2815440.000000 Penalty: 1006.290100
	Iteration 16Q: 3 clusters Score -2815440 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2815523.000000 Penalty: 1006.290100
	Iteration 17Q: 3 clusters Score -2815523 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -2815634.500000 Penalty: 1006.290100
	Iteration 18Q: 3 clusters Score -2815634 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2815763.000000 Penalty: 1006.290100
	Iteration 19Q: 3 clusters Score -2815763 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2815897.250000 Penalty: 1006.290100
	Iteration 20F: 3 clusters Score -2815897 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2816072.250000 Penalty: 1006.290100
	Iteration 21Q: 3 clusters Score -2816072 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2816295.250000 Penalty: 1006.290100
	Iteration 22Q: 3 clusters Score -2816295 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2816550.750000 Penalty: 1006.290100
	Iteration 23Q: 3 clusters Score -2816551 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2816881.500000 Penalty: 1006.290100
	Iteration 24Q: 3 clusters Score -2816882 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2817323.500000 Penalty: 1006.290100
	Iteration 25Q: 3 clusters Score -2817324 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2817901.750000 Penalty: 1006.290100
	Iteration 26Q: 3 clusters Score -2817902 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2818640.000000 Penalty: 1006.290100
	Iteration 27Q: 3 clusters Score -2818640 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2819461.500000 Penalty: 1006.290100
	Iteration 28Q: 3 clusters Score -2819462 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2820302.250000 Penalty: 1006.290100
	Iteration 29Q: 3 clusters Score -2820302 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2821091.000000 Penalty: 1006.290100
	Iteration 30Q: 3 clusters Score -2821091 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2821821.250000 Penalty: 1006.290100
	Iteration 31Q: 3 clusters Score -2821821 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2822555.000000 Penalty: 1006.290100
	Iteration 32Q: 3 clusters Score -2822555 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2823250.750000 Penalty: 1006.290100
	Iteration 33Q: 3 clusters Score -2823251 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2823886.750000 Penalty: 1006.290100
	Iteration 34Q: 3 clusters Score -2823887 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2824612.000000 Penalty: 1006.290100
	Iteration 35Q: 3 clusters Score -2824612 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2825210.000000 Penalty: 1006.290100
	Iteration 36Q: 3 clusters Score -2825210 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2825622.000000 Penalty: 1006.290100
	Iteration 37Q: 3 clusters Score -2825622 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2825917.500000 Penalty: 1006.290100
	Iteration 38Q: 3 clusters Score -2825918 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2826030.750000 Penalty: 1006.290100
	Iteration 39Q: 3 clusters Score -2826031 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2826415.750000 Penalty: 1006.290100
	Iteration 40F: 3 clusters Score -2826416 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2826660.750000 Penalty: 1006.290100
	Iteration 41Q: 3 clusters Score -2826661 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2826753.750000 Penalty: 1006.290100
	Iteration 42Q: 3 clusters Score -2826754 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2826776.750000 Penalty: 1006.290100
	Iteration 43Q: 3 clusters Score -2826777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2826790.000000 Penalty: 1006.290100
	Iteration 44Q: 3 clusters Score -2826790 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2826798.250000 Penalty: 1006.290100
	Iteration 45Q: 3 clusters Score -2826798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2826802.750000 Penalty: 1006.290100
	Iteration 46Q: 3 clusters Score -2826803 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2826798.500000 Penalty: 1006.290100
	Iteration 47Q: 3 clusters Score -2826798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2826801.000000 Penalty: 1006.290100
	Iteration 48Q: 3 clusters Score -2826801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2826815.000000 Penalty: 1006.290100
	Iteration 49Q: 3 clusters Score -2826815 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2826820.500000 Penalty: 1006.290100
	Iteration 50Q: 3 clusters Score -2826820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2826832.750000 Penalty: 1006.290100
	Iteration 51Q: 3 clusters Score -2826833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2826845.000000 Penalty: 1006.290100
	Iteration 52Q: 3 clusters Score -2826845 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2826845.250000 Penalty: 1006.290100
	Iteration 53Q: 3 clusters Score -2826845 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2826838.750000 Penalty: 1006.290100
	Iteration 54Q: 3 clusters Score -2826839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2826844.250000 Penalty: 1006.290100
	Iteration 55Q: 3 clusters Score -2826844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2826850.750000 Penalty: 1006.290100
	Iteration 56Q: 3 clusters Score -2826851 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2826859.750000 Penalty: 1006.290100
	Iteration 57Q: 3 clusters Score -2826860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2826847.250000 Penalty: 1006.290100
	Iteration 58Q: 3 clusters Score -2826847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2826856.250000 Penalty: 1006.290100
	Iteration 59Q: 3 clusters Score -2826856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2826849.500000 Penalty: 1006.290100
	Iteration 60F: 3 clusters Score -2826850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2826844.500000 Penalty: 1006.290100
	Iteration 61Q: 3 clusters Score -2826844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2826847.500000 Penalty: 1006.290100
	Iteration 62Q: 3 clusters Score -2826848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2826858.000000 Penalty: 1006.290100
	Iteration 63Q: 3 clusters Score -2826858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2826854.250000 Penalty: 1006.290100
	Iteration 64Q: 3 clusters Score -2826854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2826867.750000 Penalty: 1006.290100
	Iteration 65Q: 3 clusters Score -2826868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2826869.500000 Penalty: 1006.290100
	Iteration 66Q: 3 clusters Score -2826870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2826871.750000 Penalty: 1006.290100
	Iteration 67Q: 3 clusters Score -2826872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2826863.250000 Penalty: 1006.290100
	Iteration 68Q: 3 clusters Score -2826863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2826860.500000 Penalty: 1006.290100
	Iteration 69Q: 3 clusters Score -2826860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2826859.500000 Penalty: 1006.290100
	Iteration 70Q: 3 clusters Score -2826860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2826859.500000 Penalty: 1006.290100
	Iteration 71Q: 3 clusters Score -2826860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
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	Iteration 77Q: 3 clusters Score -2826872 nChanged 119
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	Iteration 80F: 3 clusters Score -2826862 nChanged 120
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	Iteration 82Q: 3 clusters Score -2826855 nChanged 119
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	Iteration 114Q: 3 clusters Score -2826860 nChanged 120
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	Iteration 119Q: 3 clusters Score -2826885 nChanged 111
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	Iteration 122Q: 3 clusters Score -2826874 nChanged 110
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	Iteration 123Q: 3 clusters Score -2826878 nChanged 123
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	Iteration 124Q: 3 clusters Score -2826882 nChanged 125
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	Iteration 125Q: 3 clusters Score -2826880 nChanged 139
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	Iteration 126Q: 3 clusters Score -2826884 nChanged 148
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	Iteration 127Q: 3 clusters Score -2826894 nChanged 146
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	Iteration 131Q: 3 clusters Score -2826905 nChanged 144
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	Iteration 133Q: 3 clusters Score -2826919 nChanged 141
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	Iteration 134Q: 3 clusters Score -2826914 nChanged 128
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	Iteration 135Q: 3 clusters Score -2826926 nChanged 150
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	Iteration 136Q: 3 clusters Score -2826944 nChanged 141
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	Iteration 137Q: 3 clusters Score -2826934 nChanged 103
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	Iteration 138Q: 3 clusters Score -2826936 nChanged 108
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	Iteration 139Q: 3 clusters Score -2826935 nChanged 99
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	Iteration 140F: 3 clusters Score -2826942 nChanged 109
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	Iteration 141Q: 3 clusters Score -2826953 nChanged 115
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	Iteration 142Q: 3 clusters Score -2826953 nChanged 126
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	Iteration 143Q: 3 clusters Score -2826948 nChanged 110
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	Iteration 144Q: 3 clusters Score -2826954 nChanged 118
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	Iteration 145Q: 3 clusters Score -2826956 nChanged 101
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	Iteration 146Q: 3 clusters Score -2826949 nChanged 116
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	Iteration 148Q: 3 clusters Score -2826948 nChanged 106
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	Iteration 149Q: 3 clusters Score -2826944 nChanged 98
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	Iteration 154Q: 3 clusters Score -2826972 nChanged 118
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	Iteration 155Q: 3 clusters Score -2826970 nChanged 124
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	Iteration 156Q: 3 clusters Score -2826967 nChanged 132
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	Iteration 157Q: 3 clusters Score -2826958 nChanged 110
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	Iteration 160F: 3 clusters Score -2826974 nChanged 115
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	Iteration 162Q: 3 clusters Score -2826985 nChanged 119
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	Iteration 163Q: 3 clusters Score -2826984 nChanged 109
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	Iteration 164Q: 3 clusters Score -2826980 nChanged 123
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	Iteration 165Q: 3 clusters Score -2826990 nChanged 106
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29217 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2826981 nChanged 135
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	Iteration 168Q: 3 clusters Score -2826982 nChanged 124
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Mstep: Class 2 contains 34500 members 
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	Iteration 169Q: 3 clusters Score -2826974 nChanged 119
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	Iteration 170Q: 3 clusters Score -2826989 nChanged 146
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Mstep: Class 2 contains 34765 members 
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	Iteration 171Q: 3 clusters Score -2826993 nChanged 137
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Mstep: Class 1 contains 28556 members 
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	Iteration 172Q: 3 clusters Score -2826995 nChanged 141
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	Iteration 173Q: 3 clusters Score -2827004 nChanged 138
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	Iteration 174Q: 3 clusters Score -2827004 nChanged 120
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	Iteration 175Q: 3 clusters Score -2827002 nChanged 105
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	Iteration 176Q: 3 clusters Score -2827002 nChanged 108
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	Iteration 177Q: 3 clusters Score -2826988 nChanged 92
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	Iteration 178Q: 3 clusters Score -2826989 nChanged 82
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	Iteration 179Q: 3 clusters Score -2826990 nChanged 101
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2826995 nChanged 99
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	Iteration 181Q: 3 clusters Score -2826996 nChanged 103
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Mstep: Class 2 contains 35991 members 
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	Iteration 182Q: 3 clusters Score -2826993 nChanged 86
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	Iteration 183Q: 3 clusters Score -2826991 nChanged 99
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	Iteration 184Q: 3 clusters Score -2826992 nChanged 104
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	Iteration 185Q: 3 clusters Score -2826996 nChanged 107
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	Iteration 186Q: 3 clusters Score -2826999 nChanged 107
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	Iteration 187Q: 3 clusters Score -2827002 nChanged 104
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	Iteration 188Q: 3 clusters Score -2827012 nChanged 91
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	Iteration 189Q: 3 clusters Score -2827008 nChanged 89
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	Iteration 190Q: 3 clusters Score -2827011 nChanged 80
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	Iteration 191Q: 3 clusters Score -2827003 nChanged 80
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	Iteration 192Q: 3 clusters Score -2827000 nChanged 95
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	Iteration 194Q: 3 clusters Score -2827013 nChanged 128
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	Iteration 195Q: 3 clusters Score -2827008 nChanged 92
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	Iteration 197Q: 3 clusters Score -2827013 nChanged 98
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	Iteration 198Q: 3 clusters Score -2827014 nChanged 87
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	Iteration 199Q: 3 clusters Score -2827011 nChanged 79
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	Iteration 200F: 3 clusters Score -2827016 nChanged 79
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	Iteration 201Q: 3 clusters Score -2827026 nChanged 116
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	Iteration 202Q: 3 clusters Score -2827028 nChanged 106
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	Iteration 203Q: 3 clusters Score -2827024 nChanged 107
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	Iteration 204Q: 3 clusters Score -2827019 nChanged 93
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	Iteration 208Q: 3 clusters Score -2827036 nChanged 73
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	Iteration 210Q: 3 clusters Score -2827035 nChanged 58
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	Iteration 213Q: 3 clusters Score -2827034 nChanged 51
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	Iteration 214Q: 3 clusters Score -2827031 nChanged 44
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	Iteration 215Q: 3 clusters Score -2827031 nChanged 39
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	Iteration 216Q: 3 clusters Score -2827028 nChanged 35
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	Iteration 217Q: 3 clusters Score -2827020 nChanged 39
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	Iteration 220F: 3 clusters Score -2827023 nChanged 41
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	Iteration 223Q: 3 clusters Score -2827026 nChanged 51
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	Iteration 224Q: 3 clusters Score -2827032 nChanged 61
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	Iteration 225Q: 3 clusters Score -2827036 nChanged 46
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	Iteration 226Q: 3 clusters Score -2827037 nChanged 51
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	Iteration 227Q: 3 clusters Score -2827038 nChanged 55
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	Iteration 228Q: 3 clusters Score -2827037 nChanged 71
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	Iteration 229Q: 3 clusters Score -2827040 nChanged 74
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	Iteration 230Q: 3 clusters Score -2827043 nChanged 58
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	Iteration 231Q: 3 clusters Score -2827048 nChanged 63
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	Iteration 232Q: 3 clusters Score -2827042 nChanged 57
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	Iteration 233Q: 3 clusters Score -2827042 nChanged 56
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	Iteration 237Q: 3 clusters Score -2827039 nChanged 56
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	Iteration 238Q: 3 clusters Score -2827045 nChanged 40
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	Iteration 239Q: 3 clusters Score -2827044 nChanged 38
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	Iteration 240F: 3 clusters Score -2827042 nChanged 45
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	Iteration 245Q: 3 clusters Score -2827030 nChanged 29
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	Iteration 248Q: 3 clusters Score -2827036 nChanged 26
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	Iteration 249Q: 3 clusters Score -2827032 nChanged 25
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	Iteration 252Q: 3 clusters Score -2827029 nChanged 41
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	Iteration 253Q: 3 clusters Score -2827029 nChanged 41
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	Iteration 254Q: 3 clusters Score -2827025 nChanged 43
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	Iteration 259Q: 3 clusters Score -2827020 nChanged 55
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	Iteration 260F: 3 clusters Score -2827029 nChanged 49
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	Iteration 261Q: 3 clusters Score -2827028 nChanged 37
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	Iteration 262Q: 3 clusters Score -2827034 nChanged 41
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	Iteration 263Q: 3 clusters Score -2827029 nChanged 60
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	Iteration 264Q: 3 clusters Score -2827026 nChanged 53
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	Iteration 265Q: 3 clusters Score -2827034 nChanged 52
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	Iteration 267Q: 3 clusters Score -2827032 nChanged 57
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	Iteration 268Q: 3 clusters Score -2827025 nChanged 60
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	Iteration 269Q: 3 clusters Score -2827027 nChanged 52
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	Iteration 270Q: 3 clusters Score -2827024 nChanged 48
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	Iteration 271Q: 3 clusters Score -2827022 nChanged 61
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	Iteration 274Q: 3 clusters Score -2827010 nChanged 66
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	Iteration 275Q: 3 clusters Score -2827016 nChanged 62
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	Iteration 278Q: 3 clusters Score -2827014 nChanged 33
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	Iteration 279Q: 3 clusters Score -2827011 nChanged 27
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	Iteration 280F: 3 clusters Score -2827011 nChanged 26
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	Iteration 307Q: 3 clusters Score -2827003 nChanged 17
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	Iteration 308Q: 3 clusters Score -2827004 nChanged 18
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	Iteration 309Q: 3 clusters Score -2827006 nChanged 30
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	Iteration 310Q: 3 clusters Score -2827001 nChanged 20
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	Iteration 311Q: 3 clusters Score -2827004 nChanged 28
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	Iteration 312Q: 3 clusters Score -2827006 nChanged 23
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	Iteration 313Q: 3 clusters Score -2827006 nChanged 25
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	Iteration 314Q: 3 clusters Score -2827010 nChanged 26
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	Iteration 315Q: 3 clusters Score -2827004 nChanged 24
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	Iteration 320F: 3 clusters Score -2826990 nChanged 72
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	Iteration 321Q: 3 clusters Score -2826991 nChanged 60
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	Iteration 364Q: 3 clusters Score -2827029 nChanged 80
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	Iteration 365Q: 3 clusters Score -2827027 nChanged 88
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Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -2826938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -2826940.250000 Penalty: 1006.290100
	Iteration 449Q: 3 clusters Score -2826940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -2826935.250000 Penalty: 1006.290100
	Iteration 450Q: 3 clusters Score -2826935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -2826931.500000 Penalty: 1006.290100
	Iteration 451Q: 3 clusters Score -2826932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -2826932.250000 Penalty: 1006.290100
	Iteration 452Q: 3 clusters Score -2826932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -2826936.750000 Penalty: 1006.290100
	Iteration 453Q: 3 clusters Score -2826937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -2826935.750000 Penalty: 1006.290100
	Iteration 454Q: 3 clusters Score -2826936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -2826936.000000 Penalty: 1006.290100
	Iteration 455Q: 3 clusters Score -2826936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -2826938.250000 Penalty: 1006.290100
	Iteration 456Q: 3 clusters Score -2826938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -2826935.250000 Penalty: 1006.290100
	Iteration 457Q: 3 clusters Score -2826935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
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	Iteration 458Q: 3 clusters Score -2826933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -2826929.000000 Penalty: 1006.290100
	Iteration 459Q: 3 clusters Score -2826929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -2826926.000000 Penalty: 1006.290100
	Iteration 460F: 3 clusters Score -2826926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -2826929.000000 Penalty: 1006.290100
	Iteration 461Q: 3 clusters Score -2826929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -2826928.500000 Penalty: 1006.290100
	Iteration 462Q: 3 clusters Score -2826928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -2826924.000000 Penalty: 1006.290100
	Iteration 463Q: 3 clusters Score -2826924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -2826930.000000 Penalty: 1006.290100
	Iteration 464Q: 3 clusters Score -2826930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -2826933.250000 Penalty: 1006.290100
	Iteration 465Q: 3 clusters Score -2826933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -2826932.750000 Penalty: 1006.290100
	Iteration 466Q: 3 clusters Score -2826933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -2826936.250000 Penalty: 1006.290100
	Iteration 467Q: 3 clusters Score -2826936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
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	Iteration 468Q: 3 clusters Score -2826935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -2826936.750000 Penalty: 1006.290100
	Iteration 469Q: 3 clusters Score -2826937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
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	Iteration 470Q: 3 clusters Score -2826937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -2826934.250000 Penalty: 1006.290100
	Iteration 471Q: 3 clusters Score -2826934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -2826933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -2826929.500000 Penalty: 1006.290100
	Iteration 473Q: 3 clusters Score -2826930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -2826929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -2826925.000000 Penalty: 1006.290100
	Iteration 475Q: 3 clusters Score -2826925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -2826926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -2826917.250000 Penalty: 1006.290100
	Iteration 477Q: 3 clusters Score -2826917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -2826918.500000 Penalty: 1006.290100
	Iteration 478Q: 3 clusters Score -2826918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -2826914.500000 Penalty: 1006.290100
	Iteration 479Q: 3 clusters Score -2826914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -2826914.500000 Penalty: 1006.290100
	Iteration 480F: 3 clusters Score -2826914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -2826903.250000 Penalty: 1006.290100
	Iteration 481Q: 3 clusters Score -2826903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -2826908.500000 Penalty: 1006.290100
	Iteration 482Q: 3 clusters Score -2826908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
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	Iteration 483Q: 3 clusters Score -2826903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -2826901.750000 Penalty: 1006.290100
	Iteration 484Q: 3 clusters Score -2826902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -2826902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -2826904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -2826891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
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	Iteration 488Q: 3 clusters Score -2826902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
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	Iteration 489Q: 3 clusters Score -2826908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -2826916.000000 Penalty: 1006.290100
	Iteration 490Q: 3 clusters Score -2826916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -2826912.250000 Penalty: 1006.290100
	Iteration 491Q: 3 clusters Score -2826912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
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	Iteration 492Q: 3 clusters Score -2826909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -2826901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
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	Iteration 494Q: 3 clusters Score -2826896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
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	Iteration 495Q: 3 clusters Score -2826898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
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	Iteration 496Q: 3 clusters Score -2826896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
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	Iteration 497Q: 3 clusters Score -2826886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -2826882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
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	Iteration 499Q: 3 clusters Score -2826881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
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	Iteration 500F: 3 clusters Score -2826875 nChanged 58
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 89190 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7062 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20304 members 
Mstep: Class 7 contains 36628 members 
Mstep: Class 8 contains 146758 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 47805 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 37746 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 184497 members 
Mstep: Class 18 contains 41473 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 60847 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 258526 members 
Mstep: Class 25 contains 9520 members 
Mstep: Class 26 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 28 clusters Score -4.695166e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 90177 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7184 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 36853 members 
Mstep: Class 8 contains 146689 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 47707 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22097 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 183111 members 
Mstep: Class 18 contains 41457 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 60123 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 259704 members 
Mstep: Class 25 contains 9542 members 
Mstep: Class 26 contains 63473 members 
Mstep: Class 27 contains 38457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951840.000000 Penalty: 17107.082031
Iteration 440F: 28 clusters Score -4.695184e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 91241 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 36798 members 
Mstep: Class 8 contains 146620 members 
Mstep: Class 9 contains 11112 members 
Mstep: Class 10 contains 47620 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 37702 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 181608 members 
Mstep: Class 18 contains 41442 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 59444 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 260888 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63491 members 
Mstep: Class 27 contains 38795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 28 clusters Score -4.695178e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 92371 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20327 members 
Mstep: Class 7 contains 36768 members 
Mstep: Class 8 contains 146554 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 47576 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 37604 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 180160 members 
Mstep: Class 18 contains 41435 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 58671 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 262077 members 
Mstep: Class 25 contains 9530 members 
Mstep: Class 26 contains 63499 members 
Mstep: Class 27 contains 38965 members 
Entering Unmasked Estep 
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Iteration 442Q: 28 clusters Score -4.695177e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 93496 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20329 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 146521 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 10 contains 47473 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 37512 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 178771 members 
Mstep: Class 18 contains 41429 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 57983 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 263149 members 
Mstep: Class 25 contains 9527 members 
Mstep: Class 26 contains 63503 members 
Mstep: Class 27 contains 39112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 28 clusters Score -4.695177e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 94629 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7169 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20333 members 
Mstep: Class 7 contains 36735 members 
Mstep: Class 8 contains 146505 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 47277 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 37415 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 177384 members 
Mstep: Class 18 contains 41420 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 57384 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 264196 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63506 members 
Mstep: Class 27 contains 39255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951628.000000 Penalty: 17107.082031
Iteration 444Q: 28 clusters Score -4.695163e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 95853 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20341 members 
Mstep: Class 7 contains 36736 members 
Mstep: Class 8 contains 146504 members 
Mstep: Class 9 contains 11066 members 
Mstep: Class 10 contains 47053 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 12 contains 37326 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 175835 members 
Mstep: Class 18 contains 41418 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 56830 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 265225 members 
Mstep: Class 25 contains 9532 members 
Mstep: Class 26 contains 63511 members 
Mstep: Class 27 contains 39405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951836.000000 Penalty: 17107.082031
Iteration 445Q: 28 clusters Score -4.695184e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 97133 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20352 members 
Mstep: Class 7 contains 36725 members 
Mstep: Class 8 contains 146519 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 46791 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 37220 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 174326 members 
Mstep: Class 18 contains 41410 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 56282 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 266219 members 
Mstep: Class 25 contains 9528 members 
Mstep: Class 26 contains 63517 members 
Mstep: Class 27 contains 39554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952128.000000 Penalty: 17107.082031
Iteration 446Q: 28 clusters Score -4.695213e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 98365 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20356 members 
Mstep: Class 7 contains 36710 members 
Mstep: Class 8 contains 146502 members 
Mstep: Class 9 contains 11039 members 
Mstep: Class 10 contains 46647 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 37133 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 172859 members 
Mstep: Class 18 contains 41401 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 55608 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 267267 members 
Mstep: Class 25 contains 9525 members 
Mstep: Class 26 contains 63518 members 
Mstep: Class 27 contains 39691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952440.000000 Penalty: 17107.082031
Iteration 447Q: 28 clusters Score -4.695244e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 99628 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7217 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20360 members 
Mstep: Class 7 contains 36712 members 
Mstep: Class 8 contains 146493 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 46488 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 37034 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 171268 members 
Mstep: Class 18 contains 41398 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 55044 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 268273 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63511 members 
Mstep: Class 27 contains 39838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952432.000000 Penalty: 17107.082031
Iteration 448Q: 28 clusters Score -4.695243e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 100955 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7234 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20370 members 
Mstep: Class 7 contains 36711 members 
Mstep: Class 8 contains 146491 members 
Mstep: Class 9 contains 11036 members 
Mstep: Class 10 contains 46335 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 36949 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 169571 members 
Mstep: Class 18 contains 41390 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 54569 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 271 members 
Mstep: Class 24 contains 269213 members 
Mstep: Class 25 contains 9537 members 
Mstep: Class 26 contains 63502 members 
Mstep: Class 27 contains 39972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952524.000000 Penalty: 17107.082031
Iteration 449Q: 28 clusters Score -4.695252e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 102331 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20376 members 
Mstep: Class 7 contains 36700 members 
Mstep: Class 8 contains 146498 members 
Mstep: Class 9 contains 11045 members 
Mstep: Class 10 contains 46125 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 36869 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 167904 members 
Mstep: Class 18 contains 41372 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 54216 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 270018 members 
Mstep: Class 25 contains 9528 members 
Mstep: Class 26 contains 63516 members 
Mstep: Class 27 contains 40108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952472.000000 Penalty: 17107.082031
Iteration 450Q: 28 clusters Score -4.695247e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 103652 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7248 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20378 members 
Mstep: Class 7 contains 36700 members 
Mstep: Class 8 contains 146482 members 
Mstep: Class 9 contains 11057 members 
Mstep: Class 10 contains 45982 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 36809 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 166268 members 
Mstep: Class 18 contains 41356 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 53849 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 270792 members 
Mstep: Class 25 contains 9532 members 
Mstep: Class 26 contains 63507 members 
Mstep: Class 27 contains 40237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952536.000000 Penalty: 17107.082031
Iteration 451Q: 28 clusters Score -4.695254e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 104961 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7247 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20387 members 
Mstep: Class 7 contains 36706 members 
Mstep: Class 8 contains 146451 members 
Mstep: Class 9 contains 11057 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 36750 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 164694 members 
Mstep: Class 18 contains 41340 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 53447 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 271529 members 
Mstep: Class 25 contains 9532 members 
Mstep: Class 26 contains 63500 members 
Mstep: Class 27 contains 40372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952748.000000 Penalty: 17107.082031
Iteration 452Q: 28 clusters Score -4.695275e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 106306 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7253 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20390 members 
Mstep: Class 7 contains 36724 members 
Mstep: Class 8 contains 146459 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 45736 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 36694 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 163188 members 
Mstep: Class 18 contains 41321 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 53134 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 272082 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63478 members 
Mstep: Class 27 contains 40493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952508.000000 Penalty: 17107.082031
Iteration 453Q: 28 clusters Score -4.695251e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 107617 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20397 members 
Mstep: Class 7 contains 36744 members 
Mstep: Class 8 contains 146426 members 
Mstep: Class 9 contains 11055 members 
Mstep: Class 10 contains 45660 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 36624 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 161732 members 
Mstep: Class 18 contains 41309 members 
Mstep: Class 19 contains 2419 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 52798 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 272605 members 
Mstep: Class 25 contains 9536 members 
Mstep: Class 26 contains 63453 members 
Mstep: Class 27 contains 40630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952656.000000 Penalty: 17107.082031
Iteration 454Q: 28 clusters Score -4.695266e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 108947 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 36762 members 
Mstep: Class 8 contains 146427 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 45570 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 36577 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 160297 members 
Mstep: Class 18 contains 41307 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 52513 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 273048 members 
Mstep: Class 25 contains 9538 members 
Mstep: Class 26 contains 63410 members 
Mstep: Class 27 contains 40743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952648.000000 Penalty: 17107.082031
Iteration 455Q: 28 clusters Score -4.695265e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 110255 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 36775 members 
Mstep: Class 8 contains 146289 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 45667 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 36526 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 158940 members 
Mstep: Class 18 contains 41314 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 52172 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 273421 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 63374 members 
Mstep: Class 27 contains 40858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952568.000000 Penalty: 17107.082031
Iteration 456Q: 28 clusters Score -4.695257e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 111566 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20398 members 
Mstep: Class 7 contains 36775 members 
Mstep: Class 8 contains 146261 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 45608 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 36482 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 157478 members 
Mstep: Class 18 contains 41320 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51979 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 273815 members 
Mstep: Class 25 contains 9539 members 
Mstep: Class 26 contains 63334 members 
Mstep: Class 27 contains 40987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952596.000000 Penalty: 17107.082031
Iteration 457Q: 28 clusters Score -4.69526e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 112917 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7280 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20402 members 
Mstep: Class 7 contains 36786 members 
Mstep: Class 8 contains 146172 members 
Mstep: Class 9 contains 11007 members 
Mstep: Class 10 contains 45628 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 36444 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 156107 members 
Mstep: Class 18 contains 41324 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51788 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 274062 members 
Mstep: Class 25 contains 9529 members 
Mstep: Class 26 contains 63301 members 
Mstep: Class 27 contains 41093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952300.000000 Penalty: 17107.082031
Iteration 458Q: 28 clusters Score -4.69523e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 114273 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20408 members 
Mstep: Class 7 contains 36789 members 
Mstep: Class 8 contains 146116 members 
Mstep: Class 9 contains 11002 members 
Mstep: Class 10 contains 45603 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 36410 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 154831 members 
Mstep: Class 18 contains 41326 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51571 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 274230 members 
Mstep: Class 25 contains 9523 members 
Mstep: Class 26 contains 63275 members 
Mstep: Class 27 contains 41209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952256.000000 Penalty: 17107.082031
Iteration 459Q: 28 clusters Score -4.695226e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 115653 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20421 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 146041 members 
Mstep: Class 9 contains 10993 members 
Mstep: Class 10 contains 45553 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 36370 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 41324 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51458 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 274364 members 
Mstep: Class 25 contains 9516 members 
Mstep: Class 26 contains 63258 members 
Mstep: Class 27 contains 41328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952152.000000 Penalty: 17107.082031
Iteration 460F: 28 clusters Score -4.695215e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 117088 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7290 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20440 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 145986 members 
Mstep: Class 9 contains 10997 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 36324 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 152054 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51349 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 274554 members 
Mstep: Class 25 contains 9520 members 
Mstep: Class 26 contains 63252 members 
Mstep: Class 27 contains 41439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952432.000000 Penalty: 17107.082031
Iteration 461Q: 28 clusters Score -4.695243e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 118524 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7292 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20454 members 
Mstep: Class 7 contains 36807 members 
Mstep: Class 8 contains 146006 members 
Mstep: Class 9 contains 10988 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 36295 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22088 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 150611 members 
Mstep: Class 18 contains 41306 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51212 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 274762 members 
Mstep: Class 25 contains 9532 members 
Mstep: Class 26 contains 63232 members 
Mstep: Class 27 contains 41551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952368.000000 Penalty: 17107.082031
Iteration 462Q: 28 clusters Score -4.695237e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 120014 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20464 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 145918 members 
Mstep: Class 9 contains 10986 members 
Mstep: Class 10 contains 45307 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 36267 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 149130 members 
Mstep: Class 18 contains 41296 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 51007 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 274952 members 
Mstep: Class 25 contains 9539 members 
Mstep: Class 26 contains 63222 members 
Mstep: Class 27 contains 41662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952364.000000 Penalty: 17107.082031
Iteration 463Q: 28 clusters Score -4.695236e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 121505 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20470 members 
Mstep: Class 7 contains 36797 members 
Mstep: Class 8 contains 145812 members 
Mstep: Class 9 contains 10988 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 36241 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 147530 members 
Mstep: Class 18 contains 41290 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50925 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275151 members 
Mstep: Class 25 contains 9540 members 
Mstep: Class 26 contains 63221 members 
Mstep: Class 27 contains 41776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952060.000000 Penalty: 17107.082031
Iteration 464Q: 28 clusters Score -4.695206e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 122981 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20473 members 
Mstep: Class 7 contains 36789 members 
Mstep: Class 8 contains 145710 members 
Mstep: Class 9 contains 10992 members 
Mstep: Class 10 contains 45308 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 36214 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 145997 members 
Mstep: Class 18 contains 41281 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50875 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275289 members 
Mstep: Class 25 contains 9538 members 
Mstep: Class 26 contains 63216 members 
Mstep: Class 27 contains 41882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952040.000000 Penalty: 17107.082031
Iteration 465Q: 28 clusters Score -4.695204e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 124429 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7306 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20478 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 145634 members 
Mstep: Class 9 contains 10997 members 
Mstep: Class 10 contains 45287 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 36189 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 144592 members 
Mstep: Class 18 contains 41280 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50774 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275356 members 
Mstep: Class 25 contains 9543 members 
Mstep: Class 26 contains 63204 members 
Mstep: Class 27 contains 41986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952256.000000 Penalty: 17107.082031
Iteration 466Q: 28 clusters Score -4.695226e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 125813 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20481 members 
Mstep: Class 7 contains 36787 members 
Mstep: Class 8 contains 145635 members 
Mstep: Class 9 contains 10996 members 
Mstep: Class 10 contains 45163 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 36176 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8201 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 143159 members 
Mstep: Class 18 contains 41284 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50760 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275458 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 63177 members 
Mstep: Class 27 contains 42099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952200.000000 Penalty: 17107.082031
Iteration 467Q: 28 clusters Score -4.69522e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 127161 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20489 members 
Mstep: Class 7 contains 36768 members 
Mstep: Class 8 contains 145629 members 
Mstep: Class 9 contains 11006 members 
Mstep: Class 10 contains 45073 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 36168 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 141687 members 
Mstep: Class 18 contains 41287 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50695 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275673 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 63141 members 
Mstep: Class 27 contains 42207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952248.000000 Penalty: 17107.082031
Iteration 468Q: 28 clusters Score -4.695225e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 128485 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20495 members 
Mstep: Class 7 contains 36761 members 
Mstep: Class 8 contains 145575 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 45057 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 36158 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 140164 members 
Mstep: Class 18 contains 41273 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50640 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 275914 members 
Mstep: Class 25 contains 9551 members 
Mstep: Class 26 contains 63113 members 
Mstep: Class 27 contains 42311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952480.000000 Penalty: 17107.082031
Iteration 469Q: 28 clusters Score -4.695248e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 129842 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20499 members 
Mstep: Class 7 contains 36754 members 
Mstep: Class 8 contains 145471 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 45086 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 36147 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8198 members 
Mstep: Class 15 contains 22099 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 138679 members 
Mstep: Class 18 contains 41261 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50570 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 276092 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 63104 members 
Mstep: Class 27 contains 42434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952572.000000 Penalty: 17107.082031
Iteration 470Q: 28 clusters Score -4.695257e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 131187 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7289 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20501 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 145425 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 45018 members 
Mstep: Class 11 contains 4151 members 
Mstep: Class 12 contains 36135 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 22103 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 137137 members 
Mstep: Class 18 contains 41243 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50565 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 276323 members 
Mstep: Class 25 contains 9554 members 
Mstep: Class 26 contains 63096 members 
Mstep: Class 27 contains 42550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952544.000000 Penalty: 17107.082031
Iteration 471Q: 28 clusters Score -4.695254e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 132569 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20498 members 
Mstep: Class 7 contains 36742 members 
Mstep: Class 8 contains 145354 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 44984 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 36120 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 22108 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 135581 members 
Mstep: Class 18 contains 41224 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50563 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 276564 members 
Mstep: Class 25 contains 9552 members 
Mstep: Class 26 contains 63088 members 
Mstep: Class 27 contains 42641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952320.000000 Penalty: 17107.082031
Iteration 472Q: 28 clusters Score -4.695232e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 133934 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20498 members 
Mstep: Class 7 contains 36734 members 
Mstep: Class 8 contains 145292 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 44939 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 36107 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8194 members 
Mstep: Class 15 contains 22111 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 134010 members 
Mstep: Class 18 contains 41207 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50586 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 276810 members 
Mstep: Class 25 contains 9553 members 
Mstep: Class 26 contains 63079 members 
Mstep: Class 27 contains 42739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952232.000000 Penalty: 17107.082031
Iteration 473Q: 28 clusters Score -4.695223e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 135360 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7268 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 36734 members 
Mstep: Class 8 contains 145205 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 44940 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 36093 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 132597 members 
Mstep: Class 18 contains 41184 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50540 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 276875 members 
Mstep: Class 25 contains 9554 members 
Mstep: Class 26 contains 63079 members 
Mstep: Class 27 contains 42829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952032.000000 Penalty: 17107.082031
Iteration 474Q: 28 clusters Score -4.695203e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 136713 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7267 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 7 contains 36731 members 
Mstep: Class 8 contains 145094 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 44966 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 36076 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 131142 members 
Mstep: Class 18 contains 41165 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50497 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277056 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 63069 members 
Mstep: Class 27 contains 42929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952160.000000 Penalty: 17107.082031
Iteration 475Q: 28 clusters Score -4.695216e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 138043 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 36720 members 
Mstep: Class 8 contains 145043 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 44933 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 36071 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 22118 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 129738 members 
Mstep: Class 18 contains 41148 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50437 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277218 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 63058 members 
Mstep: Class 27 contains 43035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951868.000000 Penalty: 17107.082031
Iteration 476Q: 28 clusters Score -4.695187e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 139350 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7250 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 36706 members 
Mstep: Class 8 contains 144936 members 
Mstep: Class 9 contains 11036 members 
Mstep: Class 10 contains 44970 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 36067 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 16 contains 157 members 
Mstep: Class 17 contains 128296 members 
Mstep: Class 18 contains 41147 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50422 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277372 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 63028 members 
Mstep: Class 27 contains 43147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951860.000000 Penalty: 17107.082031
Iteration 477Q: 28 clusters Score -4.695186e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 140559 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7242 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 20499 members 
Mstep: Class 7 contains 36695 members 
Mstep: Class 8 contains 144854 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 45016 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 36067 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8188 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 126999 members 
Mstep: Class 18 contains 41136 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50264 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277581 members 
Mstep: Class 25 contains 9567 members 
Mstep: Class 26 contains 63006 members 
Mstep: Class 27 contains 43265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951936.000000 Penalty: 17107.082031
Iteration 478Q: 28 clusters Score -4.695194e+07 nChanged 3748
Entering ConstructFrom: 
Score: -46951936.000000 Penalty: 17107.082031
Entering ConstructFrom: 
Trying to split cluster 1 (18064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Entering Unmasked Estep 
Score: -795717.687500 Penalty: 445.976288
	Iteration 0F: 2 clusters Score -795717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -783650.750000 Penalty: 891.952576
	Iteration 0F: 3 clusters Score -783650.8 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -788785.875000 Penalty: 891.952576
	Iteration 1F: 3 clusters Score -788785.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -789370.375000 Penalty: 891.952576
	Iteration 2F: 3 clusters Score -789370.4 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -790344.625000 Penalty: 891.952576
	Iteration 3F: 3 clusters Score -790344.6 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -791773.937500 Penalty: 891.952576
	Iteration 4F: 3 clusters Score -791773.9 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -793418.312500 Penalty: 891.952576
	Iteration 5F: 3 clusters Score -793418.3 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -794563.437500 Penalty: 891.952576
	Iteration 6F: 3 clusters Score -794563.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -795087.500000 Penalty: 891.952576
	Iteration 7Q: 3 clusters Score -795087.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -795249.312500 Penalty: 891.952576
	Iteration 8Q: 3 clusters Score -795249.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -795287.500000 Penalty: 891.952576
	Iteration 9Q: 3 clusters Score -795287.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -795307.750000 Penalty: 891.952576
	Iteration 10Q: 3 clusters Score -795307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -795316.687500 Penalty: 891.952576
	Iteration 11Q: 3 clusters Score -795316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -795320.562500 Penalty: 891.952576
	Iteration 12Q: 3 clusters Score -795320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -795321.250000 Penalty: 891.952576
	Iteration 13Q: 3 clusters Score -795321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -795321.937500 Penalty: 891.952576
	Iteration 14Q: 3 clusters Score -795321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -795321.937500 Penalty: 891.952576
	Iteration 15F: 3 clusters Score -795321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Entering Unmasked Estep 
Score: -6314366.000000 Penalty: 539.734924
	Iteration 0F: 2 clusters Score -6314366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -6218195.500000 Penalty: 1079.469849
	Iteration 0F: 3 clusters Score -6218196 nChanged 69655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -6262876.000000 Penalty: 1079.469849
	Iteration 1F: 3 clusters Score -6262876 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -6265827.500000 Penalty: 1079.469849
	Iteration 2Q: 3 clusters Score -6265828 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -6270614.500000 Penalty: 1079.469849
	Iteration 3F: 3 clusters Score -6270614 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -6277829.000000 Penalty: 1079.469849
	Iteration 4F: 3 clusters Score -6277829 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -6287078.500000 Penalty: 1079.469849
	Iteration 5F: 3 clusters Score -6287078 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -6295967.500000 Penalty: 1079.469849
	Iteration 6F: 3 clusters Score -6295968 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -6302513.000000 Penalty: 1079.469849
	Iteration 7Q: 3 clusters Score -6302513 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -6306499.000000 Penalty: 1079.469849
	Iteration 8Q: 3 clusters Score -6306499 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -6309211.500000 Penalty: 1079.469849
	Iteration 9Q: 3 clusters Score -6309212 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -6311129.500000 Penalty: 1079.469849
	Iteration 10Q: 3 clusters Score -6311130 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 111803 members 
Entering Unmasked Estep 
Score: -6312517.500000 Penalty: 1079.469849
	Iteration 11Q: 3 clusters Score -6312518 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -6313297.000000 Penalty: 1079.469849
	Iteration 12Q: 3 clusters Score -6313297 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -6313683.000000 Penalty: 1079.469849
	Iteration 13Q: 3 clusters Score -6313683 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -6313859.500000 Penalty: 1079.469849
	Iteration 14Q: 3 clusters Score -6313860 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -6313945.000000 Penalty: 1079.469849
	Iteration 15Q: 3 clusters Score -6313945 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -6313991.000000 Penalty: 1079.469849
	Iteration 16Q: 3 clusters Score -6313991 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -6313998.000000 Penalty: 1079.469849
	Iteration 17Q: 3 clusters Score -6313998 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -6314022.000000 Penalty: 1079.469849
	Iteration 18Q: 3 clusters Score -6314022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -6314026.500000 Penalty: 1079.469849
	Iteration 19Q: 3 clusters Score -6314026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -6314064.000000 Penalty: 1079.469849
	Iteration 20F: 3 clusters Score -6314064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 110580 members 
Entering Unmasked Estep 
Score: -6314070.000000 Penalty: 1079.469849
	Iteration 21Q: 3 clusters Score -6314070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -6314059.000000 Penalty: 1079.469849
	Iteration 22Q: 3 clusters Score -6314059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -6314065.500000 Penalty: 1079.469849
	Iteration 23Q: 3 clusters Score -6314066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -6314070.500000 Penalty: 1079.469849
	Iteration 24Q: 3 clusters Score -6314070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -6314084.500000 Penalty: 1079.469849
	Iteration 25Q: 3 clusters Score -6314084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -6314089.000000 Penalty: 1079.469849
	Iteration 26Q: 3 clusters Score -6314089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -6314085.500000 Penalty: 1079.469849
	Iteration 27Q: 3 clusters Score -6314086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -6314088.000000 Penalty: 1079.469849
	Iteration 28Q: 3 clusters Score -6314088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -6314080.000000 Penalty: 1079.469849
	Iteration 29Q: 3 clusters Score -6314080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -6314083.500000 Penalty: 1079.469849
	Iteration 30Q: 3 clusters Score -6314084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -6314075.000000 Penalty: 1079.469849
	Iteration 31Q: 3 clusters Score -6314075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -6314081.500000 Penalty: 1079.469849
	Iteration 32Q: 3 clusters Score -6314082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -6314076.500000 Penalty: 1079.469849
	Iteration 33Q: 3 clusters Score -6314076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -6314079.000000 Penalty: 1079.469849
	Iteration 34Q: 3 clusters Score -6314079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -6314071.500000 Penalty: 1079.469849
	Iteration 35Q: 3 clusters Score -6314072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -6314061.000000 Penalty: 1079.469849
	Iteration 36Q: 3 clusters Score -6314061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -6314070.500000 Penalty: 1079.469849
	Iteration 37Q: 3 clusters Score -6314070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6314112 nChanged 106
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	Iteration 93Q: 3 clusters Score -6314124 nChanged 66
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	Iteration 130Q: 3 clusters Score -6314134 nChanged 86
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Mstep: Class 1 contains 39896 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6314148 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6314136 nChanged 60
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Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6314126 nChanged 56
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Mstep: Class 1 contains 40083 members 
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	Iteration 134Q: 3 clusters Score -6314132 nChanged 67
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Mstep: Class 1 contains 40150 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6314142 nChanged 70
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Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6314135 nChanged 62
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Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6314133 nChanged 82
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Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6314140 nChanged 91
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Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6314116 nChanged 75
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Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6314128 nChanged 82
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Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6314128 nChanged 83
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Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6314132 nChanged 79
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Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6314122 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6314112 nChanged 105
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Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6314110 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6314118 nChanged 106
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Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 100634 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6314106 nChanged 102
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Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6314117 nChanged 120
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Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6314114 nChanged 128
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Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6314108 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6314128 nChanged 138
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6314128 nChanged 144
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Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6314114 nChanged 138
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Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6314117 nChanged 126
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Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6314120 nChanged 128
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Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6314122 nChanged 142
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Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6314130 nChanged 126
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Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6314126 nChanged 155
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Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6314131 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6314150 nChanged 183
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Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6314174 nChanged 192
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6314196 nChanged 181
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Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6314202 nChanged 183
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Mstep: Class 1 contains 43669 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6314208 nChanged 169
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	Iteration 165Q: 3 clusters Score -6314196 nChanged 141
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6314186 nChanged 156
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Mstep: Class 2 contains 97684 members 
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	Iteration 167Q: 3 clusters Score -6314184 nChanged 140
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	Iteration 168Q: 3 clusters Score -6314179 nChanged 149
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Mstep: Class 1 contains 44424 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6314184 nChanged 148
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Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6314188 nChanged 139
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Mstep: Class 1 contains 44711 members 
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	Iteration 171Q: 3 clusters Score -6314192 nChanged 150
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Mstep: Class 1 contains 44861 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6314194 nChanged 133
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Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6314168 nChanged 121
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Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 96704 members 
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	Iteration 174Q: 3 clusters Score -6314169 nChanged 121
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Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6314169 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45367 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6314166 nChanged 128
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Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 96324 members 
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	Iteration 177Q: 3 clusters Score -6314170 nChanged 121
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Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6314165 nChanged 120
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Mstep: Class 1 contains 45736 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6314180 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -6314163.500000 Penalty: 1079.469849
	Iteration 180F: 3 clusters Score -6314164 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6314170 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46084 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6314167 nChanged 111
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Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6314184 nChanged 139
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Mstep: Class 1 contains 46334 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6314180 nChanged 118
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6314172 nChanged 134
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6314188 nChanged 125
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Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -6314212.000000 Penalty: 1079.469849
	Iteration 187Q: 3 clusters Score -6314212 nChanged 133
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Mstep: Class 1 contains 46844 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6314214 nChanged 123
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	Iteration 189Q: 3 clusters Score -6314246 nChanged 138
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6314238 nChanged 133
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6314227 nChanged 133
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Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6314226 nChanged 125
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Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -6314222.000000 Penalty: 1079.469849
	Iteration 193Q: 3 clusters Score -6314222 nChanged 131
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Mstep: Class 1 contains 47627 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6314228 nChanged 131
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Mstep: Class 1 contains 47758 members 
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Entering Unmasked Estep 
Score: -6314223.000000 Penalty: 1079.469849
	Iteration 195Q: 3 clusters Score -6314223 nChanged 124
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Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -6314236.000000 Penalty: 1079.469849
	Iteration 196Q: 3 clusters Score -6314236 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6314246 nChanged 134
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Mstep: Class 1 contains 48150 members 
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	Iteration 198Q: 3 clusters Score -6314266 nChanged 125
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Score: -6314252.000000 Penalty: 1079.469849
	Iteration 199Q: 3 clusters Score -6314252 nChanged 146
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Mstep: Class 1 contains 48421 members 
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Entering Unmasked Estep 
Score: -6314245.000000 Penalty: 1079.469849
	Iteration 200F: 3 clusters Score -6314245 nChanged 167
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Mstep: Class 1 contains 48588 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6314242 nChanged 147
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Mstep: Class 1 contains 48735 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6314262 nChanged 163
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6314255 nChanged 164
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Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6314240 nChanged 160
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Mstep: Class 1 contains 49222 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6314228 nChanged 150
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Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -6314232.000000 Penalty: 1079.469849
	Iteration 206Q: 3 clusters Score -6314232 nChanged 169
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Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6314218 nChanged 180
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6314239 nChanged 173
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Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6314254 nChanged 163
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Mstep: Class 1 contains 50057 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6314242 nChanged 155
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Mstep: Class 1 contains 50212 members 
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	Iteration 211Q: 3 clusters Score -6314242 nChanged 160
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Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 91447 members 
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	Iteration 212Q: 3 clusters Score -6314242 nChanged 162
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Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -6314262.500000 Penalty: 1079.469849
	Iteration 213Q: 3 clusters Score -6314262 nChanged 202
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Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6314278 nChanged 202
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Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6314264 nChanged 188
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Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6314278 nChanged 162
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Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -6314290.000000 Penalty: 1079.469849
	Iteration 217Q: 3 clusters Score -6314290 nChanged 147
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Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6314298 nChanged 147
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Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -6314284.000000 Penalty: 1079.469849
	Iteration 219Q: 3 clusters Score -6314284 nChanged 109
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Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -6314268.500000 Penalty: 1079.469849
	Iteration 220F: 3 clusters Score -6314268 nChanged 108
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Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -6314272.000000 Penalty: 1079.469849
	Iteration 221Q: 3 clusters Score -6314272 nChanged 112
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Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -6314277.500000 Penalty: 1079.469849
	Iteration 222Q: 3 clusters Score -6314278 nChanged 117
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Mstep: Class 2 contains 89791 members 
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Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -6314336.500000 Penalty: 1079.469849
	Iteration 316Q: 3 clusters Score -6314336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -6314327.000000 Penalty: 1079.469849
	Iteration 317Q: 3 clusters Score -6314327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -6314327.500000 Penalty: 1079.469849
	Iteration 318Q: 3 clusters Score -6314328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -6314322.500000 Penalty: 1079.469849
	Iteration 319Q: 3 clusters Score -6314322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -6314321.500000 Penalty: 1079.469849
	Iteration 320F: 3 clusters Score -6314322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -6314319.500000 Penalty: 1079.469849
	Iteration 321Q: 3 clusters Score -6314320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -6314313.500000 Penalty: 1079.469849
	Iteration 322Q: 3 clusters Score -6314314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -6314306.000000 Penalty: 1079.469849
	Iteration 323Q: 3 clusters Score -6314306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -6314311.000000 Penalty: 1079.469849
	Iteration 324Q: 3 clusters Score -6314311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -6314311.500000 Penalty: 1079.469849
	Iteration 325Q: 3 clusters Score -6314312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -6314296.500000 Penalty: 1079.469849
	Iteration 326Q: 3 clusters Score -6314296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -6314296.000000 Penalty: 1079.469849
	Iteration 327Q: 3 clusters Score -6314296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -6314299.000000 Penalty: 1079.469849
	Iteration 328Q: 3 clusters Score -6314299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -6314306.000000 Penalty: 1079.469849
	Iteration 329Q: 3 clusters Score -6314306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -6314310.000000 Penalty: 1079.469849
	Iteration 330Q: 3 clusters Score -6314310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -6314307.500000 Penalty: 1079.469849
	Iteration 331Q: 3 clusters Score -6314308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -6314308.000000 Penalty: 1079.469849
	Iteration 332Q: 3 clusters Score -6314308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -6314307.000000 Penalty: 1079.469849
	Iteration 333Q: 3 clusters Score -6314307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -6314305.500000 Penalty: 1079.469849
	Iteration 334Q: 3 clusters Score -6314306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -6314302.000000 Penalty: 1079.469849
	Iteration 335Q: 3 clusters Score -6314302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -6314307.500000 Penalty: 1079.469849
	Iteration 336Q: 3 clusters Score -6314308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -6314310.000000 Penalty: 1079.469849
	Iteration 337Q: 3 clusters Score -6314310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -6314307.500000 Penalty: 1079.469849
	Iteration 338Q: 3 clusters Score -6314308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -6314300.500000 Penalty: 1079.469849
	Iteration 339Q: 3 clusters Score -6314300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -6314290.000000 Penalty: 1079.469849
	Iteration 340F: 3 clusters Score -6314290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -6314286.000000 Penalty: 1079.469849
	Iteration 341Q: 3 clusters Score -6314286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -6314286.500000 Penalty: 1079.469849
	Iteration 342Q: 3 clusters Score -6314286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -6314285.000000 Penalty: 1079.469849
	Iteration 343Q: 3 clusters Score -6314285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -6314284.500000 Penalty: 1079.469849
	Iteration 344Q: 3 clusters Score -6314284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -6314279.000000 Penalty: 1079.469849
	Iteration 345Q: 3 clusters Score -6314279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -6314282.500000 Penalty: 1079.469849
	Iteration 346Q: 3 clusters Score -6314282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -6314281.500000 Penalty: 1079.469849
	Iteration 347Q: 3 clusters Score -6314282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -6314280.500000 Penalty: 1079.469849
	Iteration 348Q: 3 clusters Score -6314280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -6314278.000000 Penalty: 1079.469849
	Iteration 349Q: 3 clusters Score -6314278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -6314278.000000 Penalty: 1079.469849
	Iteration 350Q: 3 clusters Score -6314278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -6314278.500000 Penalty: 1079.469849
	Iteration 351Q: 3 clusters Score -6314278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -6314278.000000 Penalty: 1079.469849
	Iteration 352Q: 3 clusters Score -6314278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -6314273.000000 Penalty: 1079.469849
	Iteration 353Q: 3 clusters Score -6314273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -6314271.500000 Penalty: 1079.469849
	Iteration 354Q: 3 clusters Score -6314272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -6314277.500000 Penalty: 1079.469849
	Iteration 355Q: 3 clusters Score -6314278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -6314275.000000 Penalty: 1079.469849
	Iteration 356Q: 3 clusters Score -6314275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -6314275.000000 Penalty: 1079.469849
	Iteration 357F: 3 clusters Score -6314275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -71942.289062 Penalty: 337.390472
	Iteration 0F: 2 clusters Score -71942.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70717.617188 Penalty: 674.780945
	Iteration 0F: 3 clusters Score -70717.62 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -71093.398438 Penalty: 674.780945
	Iteration 1F: 3 clusters Score -71093.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -71153.539062 Penalty: 674.780945
	Iteration 2F: 3 clusters Score -71153.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -71204.109375 Penalty: 674.780945
	Iteration 3Q: 3 clusters Score -71204.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -71252.609375 Penalty: 674.780945
	Iteration 4Q: 3 clusters Score -71252.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -71295.093750 Penalty: 674.780945
	Iteration 5Q: 3 clusters Score -71295.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -71325.328125 Penalty: 674.780945
	Iteration 6Q: 3 clusters Score -71325.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -71349.992188 Penalty: 674.780945
	Iteration 7Q: 3 clusters Score -71349.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -71375.828125 Penalty: 674.780945
	Iteration 8Q: 3 clusters Score -71375.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -71408.507812 Penalty: 674.780945
	Iteration 9Q: 3 clusters Score -71408.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -71443.710938 Penalty: 674.780945
	Iteration 10Q: 3 clusters Score -71443.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -71472.898438 Penalty: 674.780945
	Iteration 11Q: 3 clusters Score -71472.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -71499.539062 Penalty: 674.780945
	Iteration 12Q: 3 clusters Score -71499.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -71524.953125 Penalty: 674.780945
	Iteration 13Q: 3 clusters Score -71524.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -71551.796875 Penalty: 674.780945
	Iteration 14Q: 3 clusters Score -71551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -71564.492188 Penalty: 674.780945
	Iteration 15Q: 3 clusters Score -71564.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -71576.250000 Penalty: 674.780945
	Iteration 16Q: 3 clusters Score -71576.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -71599.515625 Penalty: 674.780945
	Iteration 17Q: 3 clusters Score -71599.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -71611.406250 Penalty: 674.780945
	Iteration 18Q: 3 clusters Score -71611.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -71618.656250 Penalty: 674.780945
	Iteration 19Q: 3 clusters Score -71618.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -71625.328125 Penalty: 674.780945
	Iteration 20F: 3 clusters Score -71625.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -71631.429688 Penalty: 674.780945
	Iteration 21Q: 3 clusters Score -71631.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -71635.742188 Penalty: 674.780945
	Iteration 22Q: 3 clusters Score -71635.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -71641.648438 Penalty: 674.780945
	Iteration 23Q: 3 clusters Score -71641.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -71645.921875 Penalty: 674.780945
	Iteration 24Q: 3 clusters Score -71645.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -71648.781250 Penalty: 674.780945
	Iteration 25Q: 3 clusters Score -71648.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -71651.703125 Penalty: 674.780945
	Iteration 26Q: 3 clusters Score -71651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -71652.679688 Penalty: 674.780945
	Iteration 27Q: 3 clusters Score -71652.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -71654.109375 Penalty: 674.780945
	Iteration 28Q: 3 clusters Score -71654.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -71654.109375 Penalty: 674.780945
	Iteration 29F: 3 clusters Score -71654.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Entering Unmasked Estep 
Score: -320055.750000 Penalty: 404.350464
	Iteration 0F: 2 clusters Score -320055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -315155.718750 Penalty: 808.700928
	Iteration 0F: 3 clusters Score -315155.7 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -317046.437500 Penalty: 808.700928
	Iteration 1F: 3 clusters Score -317046.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -317195.375000 Penalty: 808.700928
	Iteration 2F: 3 clusters Score -317195.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -317346.093750 Penalty: 808.700928
	Iteration 3Q: 3 clusters Score -317346.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -317512.687500 Penalty: 808.700928
	Iteration 4Q: 3 clusters Score -317512.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -317708.625000 Penalty: 808.700928
	Iteration 5Q: 3 clusters Score -317708.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -317908.875000 Penalty: 808.700928
	Iteration 6Q: 3 clusters Score -317908.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -318150.656250 Penalty: 808.700928
	Iteration 7Q: 3 clusters Score -318150.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -318419.375000 Penalty: 808.700928
	Iteration 8Q: 3 clusters Score -318419.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -318664.156250 Penalty: 808.700928
	Iteration 9Q: 3 clusters Score -318664.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -318848.531250 Penalty: 808.700928
	Iteration 10Q: 3 clusters Score -318848.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -318966.375000 Penalty: 808.700928
	Iteration 11Q: 3 clusters Score -318966.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -319039.281250 Penalty: 808.700928
	Iteration 12Q: 3 clusters Score -319039.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -319096.437500 Penalty: 808.700928
	Iteration 13Q: 3 clusters Score -319096.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -319151.375000 Penalty: 808.700928
	Iteration 14Q: 3 clusters Score -319151.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -319195.843750 Penalty: 808.700928
	Iteration 15Q: 3 clusters Score -319195.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -319231.468750 Penalty: 808.700928
	Iteration 16Q: 3 clusters Score -319231.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -319270.593750 Penalty: 808.700928
	Iteration 17Q: 3 clusters Score -319270.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -319314.937500 Penalty: 808.700928
	Iteration 18Q: 3 clusters Score -319314.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -319356.187500 Penalty: 808.700928
	Iteration 19Q: 3 clusters Score -319356.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -319385.656250 Penalty: 808.700928
	Iteration 20F: 3 clusters Score -319385.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -319420.218750 Penalty: 808.700928
	Iteration 21Q: 3 clusters Score -319420.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -319451.656250 Penalty: 808.700928
	Iteration 22Q: 3 clusters Score -319451.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -319479.718750 Penalty: 808.700928
	Iteration 23Q: 3 clusters Score -319479.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -319509.843750 Penalty: 808.700928
	Iteration 24Q: 3 clusters Score -319509.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -319536.656250 Penalty: 808.700928
	Iteration 25Q: 3 clusters Score -319536.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -319558.875000 Penalty: 808.700928
	Iteration 26Q: 3 clusters Score -319558.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -319582.437500 Penalty: 808.700928
	Iteration 27Q: 3 clusters Score -319582.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -319601.250000 Penalty: 808.700928
	Iteration 28Q: 3 clusters Score -319601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -319617.125000 Penalty: 808.700928
	Iteration 29Q: 3 clusters Score -319617.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -319631.750000 Penalty: 808.700928
	Iteration 30Q: 3 clusters Score -319631.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -319644.031250 Penalty: 808.700928
	Iteration 31Q: 3 clusters Score -319644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -319654.750000 Penalty: 808.700928
	Iteration 32Q: 3 clusters Score -319654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -319661.437500 Penalty: 808.700928
	Iteration 33Q: 3 clusters Score -319661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -319664.875000 Penalty: 808.700928
	Iteration 34Q: 3 clusters Score -319664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -319669.312500 Penalty: 808.700928
	Iteration 35Q: 3 clusters Score -319669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -319673.375000 Penalty: 808.700928
	Iteration 36Q: 3 clusters Score -319673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -319678.125000 Penalty: 808.700928
	Iteration 37Q: 3 clusters Score -319678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -319681.812500 Penalty: 808.700928
	Iteration 38Q: 3 clusters Score -319681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -319685.250000 Penalty: 808.700928
	Iteration 39Q: 3 clusters Score -319685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -319686.125000 Penalty: 808.700928
	Iteration 40F: 3 clusters Score -319686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -319688.718750 Penalty: 808.700928
	Iteration 41Q: 3 clusters Score -319688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -319692.656250 Penalty: 808.700928
	Iteration 42Q: 3 clusters Score -319692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -319694.968750 Penalty: 808.700928
	Iteration 43Q: 3 clusters Score -319695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -319696.906250 Penalty: 808.700928
	Iteration 44Q: 3 clusters Score -319696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -319699.718750 Penalty: 808.700928
	Iteration 45Q: 3 clusters Score -319699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -319703.750000 Penalty: 808.700928
	Iteration 46Q: 3 clusters Score -319703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -319704.187500 Penalty: 808.700928
	Iteration 47Q: 3 clusters Score -319704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -319705.093750 Penalty: 808.700928
	Iteration 48Q: 3 clusters Score -319705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -319705.093750 Penalty: 808.700928
	Iteration 49F: 3 clusters Score -319705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -142625.093750 Penalty: 368.029572
	Iteration 0F: 2 clusters Score -142625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -140428.968750 Penalty: 736.059143
	Iteration 0F: 3 clusters Score -140429 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -141149.078125 Penalty: 736.059143
	Iteration 1F: 3 clusters Score -141149.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -141234.937500 Penalty: 736.059143
	Iteration 2F: 3 clusters Score -141234.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -141316.515625 Penalty: 736.059143
	Iteration 3F: 3 clusters Score -141316.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141403.062500 Penalty: 736.059143
	Iteration 4F: 3 clusters Score -141403.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -141512.546875 Penalty: 736.059143
	Iteration 5F: 3 clusters Score -141512.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -141629.921875 Penalty: 736.059143
	Iteration 6F: 3 clusters Score -141629.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141754.640625 Penalty: 736.059143
	Iteration 7F: 3 clusters Score -141754.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141907.000000 Penalty: 736.059143
	Iteration 8F: 3 clusters Score -141907 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -142051.453125 Penalty: 736.059143
	Iteration 9Q: 3 clusters Score -142051.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142153.828125 Penalty: 736.059143
	Iteration 10Q: 3 clusters Score -142153.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -142216.203125 Penalty: 736.059143
	Iteration 11Q: 3 clusters Score -142216.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -142258.921875 Penalty: 736.059143
	Iteration 12Q: 3 clusters Score -142258.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -142281.765625 Penalty: 736.059143
	Iteration 13Q: 3 clusters Score -142281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -142295.671875 Penalty: 736.059143
	Iteration 14Q: 3 clusters Score -142295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -142301.984375 Penalty: 736.059143
	Iteration 15Q: 3 clusters Score -142302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -142306.937500 Penalty: 736.059143
	Iteration 16Q: 3 clusters Score -142306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -142311.375000 Penalty: 736.059143
	Iteration 17Q: 3 clusters Score -142311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -142314.531250 Penalty: 736.059143
	Iteration 18Q: 3 clusters Score -142314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -142317.875000 Penalty: 736.059143
	Iteration 19Q: 3 clusters Score -142317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -142323.687500 Penalty: 736.059143
	Iteration 20F: 3 clusters Score -142323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -142327.453125 Penalty: 736.059143
	Iteration 21Q: 3 clusters Score -142327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -142327.453125 Penalty: 736.059143
	Iteration 22F: 3 clusters Score -142327.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Entering Unmasked Estep 
Score: -908036.750000 Penalty: 451.729980
	Iteration 0F: 2 clusters Score -908036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -894273.125000 Penalty: 903.459961
	Iteration 0F: 3 clusters Score -894273.1 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -900059.625000 Penalty: 903.459961
	Iteration 1F: 3 clusters Score -900059.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -900340.187500 Penalty: 903.459961
	Iteration 2Q: 3 clusters Score -900340.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -900688.062500 Penalty: 903.459961
	Iteration 3Q: 3 clusters Score -900688.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -901129.625000 Penalty: 903.459961
	Iteration 4Q: 3 clusters Score -901129.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -901739.125000 Penalty: 903.459961
	Iteration 5F: 3 clusters Score -901739.1 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -902514.625000 Penalty: 903.459961
	Iteration 6F: 3 clusters Score -902514.6 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -903471.312500 Penalty: 903.459961
	Iteration 7F: 3 clusters Score -903471.3 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -904375.187500 Penalty: 903.459961
	Iteration 8F: 3 clusters Score -904375.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -904986.062500 Penalty: 903.459961
	Iteration 9Q: 3 clusters Score -904986.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -905403.625000 Penalty: 903.459961
	Iteration 10Q: 3 clusters Score -905403.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -905708.000000 Penalty: 903.459961
	Iteration 11Q: 3 clusters Score -905708 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -905981.250000 Penalty: 903.459961
	Iteration 12Q: 3 clusters Score -905981.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -906214.125000 Penalty: 903.459961
	Iteration 13Q: 3 clusters Score -906214.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -906480.875000 Penalty: 903.459961
	Iteration 14Q: 3 clusters Score -906480.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -906743.562500 Penalty: 903.459961
	Iteration 15Q: 3 clusters Score -906743.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -906988.437500 Penalty: 903.459961
	Iteration 16Q: 3 clusters Score -906988.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -907145.750000 Penalty: 903.459961
	Iteration 17Q: 3 clusters Score -907145.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -907288.375000 Penalty: 903.459961
	Iteration 18Q: 3 clusters Score -907288.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -907419.562500 Penalty: 903.459961
	Iteration 19Q: 3 clusters Score -907419.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -907519.375000 Penalty: 903.459961
	Iteration 20F: 3 clusters Score -907519.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -907561.500000 Penalty: 903.459961
	Iteration 21Q: 3 clusters Score -907561.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -907591.500000 Penalty: 903.459961
	Iteration 22Q: 3 clusters Score -907591.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -907615.500000 Penalty: 903.459961
	Iteration 23Q: 3 clusters Score -907615.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -907628.062500 Penalty: 903.459961
	Iteration 24Q: 3 clusters Score -907628.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -907640.125000 Penalty: 903.459961
	Iteration 25Q: 3 clusters Score -907640.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -907645.750000 Penalty: 903.459961
	Iteration 26Q: 3 clusters Score -907645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -907649.375000 Penalty: 903.459961
	Iteration 27Q: 3 clusters Score -907649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -907652.812500 Penalty: 903.459961
	Iteration 28Q: 3 clusters Score -907652.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -907657.500000 Penalty: 903.459961
	Iteration 29Q: 3 clusters Score -907657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -907661.062500 Penalty: 903.459961
	Iteration 30Q: 3 clusters Score -907661.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -907666.125000 Penalty: 903.459961
	Iteration 31Q: 3 clusters Score -907666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -907670.500000 Penalty: 903.459961
	Iteration 32Q: 3 clusters Score -907670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -907671.062500 Penalty: 903.459961
	Iteration 33Q: 3 clusters Score -907671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -907674.312500 Penalty: 903.459961
	Iteration 34Q: 3 clusters Score -907674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -907675.750000 Penalty: 903.459961
	Iteration 35Q: 3 clusters Score -907675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -907679.250000 Penalty: 903.459961
	Iteration 36Q: 3 clusters Score -907679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -907680.125000 Penalty: 903.459961
	Iteration 37Q: 3 clusters Score -907680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -907681.375000 Penalty: 903.459961
	Iteration 38Q: 3 clusters Score -907681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -907684.500000 Penalty: 903.459961
	Iteration 39Q: 3 clusters Score -907684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -907686.500000 Penalty: 903.459961
	Iteration 40F: 3 clusters Score -907686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -907688.500000 Penalty: 903.459961
	Iteration 41Q: 3 clusters Score -907688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -907688.750000 Penalty: 903.459961
	Iteration 42Q: 3 clusters Score -907688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -907691.750000 Penalty: 903.459961
	Iteration 43Q: 3 clusters Score -907691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -907693.187500 Penalty: 903.459961
	Iteration 44Q: 3 clusters Score -907693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -907695.687500 Penalty: 903.459961
	Iteration 45Q: 3 clusters Score -907695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -907697.062500 Penalty: 903.459961
	Iteration 46Q: 3 clusters Score -907697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -907698.312500 Penalty: 903.459961
	Iteration 47Q: 3 clusters Score -907698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -907698.187500 Penalty: 903.459961
	Iteration 48Q: 3 clusters Score -907698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -907698.187500 Penalty: 903.459961
	Iteration 49Q: 3 clusters Score -907698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -907699.312500 Penalty: 903.459961
	Iteration 50Q: 3 clusters Score -907699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -907699.312500 Penalty: 903.459961
	Iteration 51F: 3 clusters Score -907699.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Entering Unmasked Estep 
Score: -1493351.750000 Penalty: 478.220551
	Iteration 0F: 2 clusters Score -1493352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1468893.500000 Penalty: 956.441101
	Iteration 0F: 3 clusters Score -1468894 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1479138.250000 Penalty: 956.441101
	Iteration 1F: 3 clusters Score -1479138 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1479820.750000 Penalty: 956.441101
	Iteration 2Q: 3 clusters Score -1479821 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1480800.750000 Penalty: 956.441101
	Iteration 3F: 3 clusters Score -1480801 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -1482552.750000 Penalty: 956.441101
	Iteration 4F: 3 clusters Score -1482553 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1485093.750000 Penalty: 956.441101
	Iteration 5F: 3 clusters Score -1485094 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1486907.750000 Penalty: 956.441101
	Iteration 6F: 3 clusters Score -1486908 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -1487587.500000 Penalty: 956.441101
	Iteration 7Q: 3 clusters Score -1487588 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1487839.625000 Penalty: 956.441101
	Iteration 8Q: 3 clusters Score -1487840 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -1488033.500000 Penalty: 956.441101
	Iteration 9Q: 3 clusters Score -1488034 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1488221.750000 Penalty: 956.441101
	Iteration 10Q: 3 clusters Score -1488222 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1488411.000000 Penalty: 956.441101
	Iteration 11Q: 3 clusters Score -1488411 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1488598.750000 Penalty: 956.441101
	Iteration 12Q: 3 clusters Score -1488599 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -1488798.125000 Penalty: 956.441101
	Iteration 13Q: 3 clusters Score -1488798 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1488986.750000 Penalty: 956.441101
	Iteration 14Q: 3 clusters Score -1488987 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -1489162.250000 Penalty: 956.441101
	Iteration 15Q: 3 clusters Score -1489162 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -1489334.250000 Penalty: 956.441101
	Iteration 16Q: 3 clusters Score -1489334 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -1489478.500000 Penalty: 956.441101
	Iteration 17Q: 3 clusters Score -1489478 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1489610.125000 Penalty: 956.441101
	Iteration 18Q: 3 clusters Score -1489610 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1489712.750000 Penalty: 956.441101
	Iteration 19Q: 3 clusters Score -1489713 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1489802.250000 Penalty: 956.441101
	Iteration 20F: 3 clusters Score -1489802 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1489885.125000 Penalty: 956.441101
	Iteration 21Q: 3 clusters Score -1489885 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -1489954.375000 Penalty: 956.441101
	Iteration 22Q: 3 clusters Score -1489954 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -1490011.750000 Penalty: 956.441101
	Iteration 23Q: 3 clusters Score -1490012 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -1490071.875000 Penalty: 956.441101
	Iteration 24Q: 3 clusters Score -1490072 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -1490127.500000 Penalty: 956.441101
	Iteration 25Q: 3 clusters Score -1490128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -1490188.750000 Penalty: 956.441101
	Iteration 26Q: 3 clusters Score -1490189 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -1490255.750000 Penalty: 956.441101
	Iteration 27Q: 3 clusters Score -1490256 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -1490322.625000 Penalty: 956.441101
	Iteration 28Q: 3 clusters Score -1490323 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -1490393.875000 Penalty: 956.441101
	Iteration 29Q: 3 clusters Score -1490394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1490470.750000 Penalty: 956.441101
	Iteration 30Q: 3 clusters Score -1490471 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -1490560.875000 Penalty: 956.441101
	Iteration 31Q: 3 clusters Score -1490561 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1490651.250000 Penalty: 956.441101
	Iteration 32Q: 3 clusters Score -1490651 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -1490774.000000 Penalty: 956.441101
	Iteration 33Q: 3 clusters Score -1490774 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -1490918.500000 Penalty: 956.441101
	Iteration 34Q: 3 clusters Score -1490918 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -1491091.375000 Penalty: 956.441101
	Iteration 35Q: 3 clusters Score -1491091 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -1491301.125000 Penalty: 956.441101
	Iteration 36Q: 3 clusters Score -1491301 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -1491509.500000 Penalty: 956.441101
	Iteration 37Q: 3 clusters Score -1491510 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -1491732.375000 Penalty: 956.441101
	Iteration 38Q: 3 clusters Score -1491732 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -1491925.250000 Penalty: 956.441101
	Iteration 39Q: 3 clusters Score -1491925 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -1492117.000000 Penalty: 956.441101
	Iteration 40F: 3 clusters Score -1492117 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -1492316.125000 Penalty: 956.441101
	Iteration 41Q: 3 clusters Score -1492316 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -1492488.500000 Penalty: 956.441101
	Iteration 42Q: 3 clusters Score -1492488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -1492622.875000 Penalty: 956.441101
	Iteration 43Q: 3 clusters Score -1492623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -1492725.125000 Penalty: 956.441101
	Iteration 44Q: 3 clusters Score -1492725 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -1492821.375000 Penalty: 956.441101
	Iteration 45Q: 3 clusters Score -1492821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -1492893.000000 Penalty: 956.441101
	Iteration 46Q: 3 clusters Score -1492893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -1492960.000000 Penalty: 956.441101
	Iteration 47Q: 3 clusters Score -1492960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -1493020.375000 Penalty: 956.441101
	Iteration 48Q: 3 clusters Score -1493020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -1493066.250000 Penalty: 956.441101
	Iteration 49Q: 3 clusters Score -1493066 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -1493117.250000 Penalty: 956.441101
	Iteration 50Q: 3 clusters Score -1493117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -1493150.750000 Penalty: 956.441101
	Iteration 51Q: 3 clusters Score -1493151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -1493187.875000 Penalty: 956.441101
	Iteration 52Q: 3 clusters Score -1493188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1493219.750000 Penalty: 956.441101
	Iteration 53Q: 3 clusters Score -1493220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -1493236.375000 Penalty: 956.441101
	Iteration 54Q: 3 clusters Score -1493236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -1493254.125000 Penalty: 956.441101
	Iteration 55Q: 3 clusters Score -1493254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -1493267.250000 Penalty: 956.441101
	Iteration 56Q: 3 clusters Score -1493267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -1493283.875000 Penalty: 956.441101
	Iteration 57Q: 3 clusters Score -1493284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -1493297.875000 Penalty: 956.441101
	Iteration 58Q: 3 clusters Score -1493298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -1493303.000000 Penalty: 956.441101
	Iteration 59Q: 3 clusters Score -1493303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -1493307.375000 Penalty: 956.441101
	Iteration 60F: 3 clusters Score -1493307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -1493309.250000 Penalty: 956.441101
	Iteration 61Q: 3 clusters Score -1493309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -1493307.000000 Penalty: 956.441101
	Iteration 62Q: 3 clusters Score -1493307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -1493307.000000 Penalty: 956.441101
	Iteration 63Q: 3 clusters Score -1493307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -1493309.000000 Penalty: 956.441101
	Iteration 64Q: 3 clusters Score -1493309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -1493309.375000 Penalty: 956.441101
	Iteration 65Q: 3 clusters Score -1493309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -1493309.375000 Penalty: 956.441101
	Iteration 66Q: 3 clusters Score -1493309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -1493309.375000 Penalty: 956.441101
	Iteration 67F: 3 clusters Score -1493309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Entering Unmasked Estep 
Score: -6443676.000000 Penalty: 540.668884
	Iteration 0F: 2 clusters Score -6443676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -6345565.000000 Penalty: 1081.337769
	Iteration 0F: 3 clusters Score -6345565 nChanged 71056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -6389227.500000 Penalty: 1081.337769
	Iteration 1F: 3 clusters Score -6389228 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -6391467.000000 Penalty: 1081.337769
	Iteration 2Q: 3 clusters Score -6391467 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -6395836.000000 Penalty: 1081.337769
	Iteration 3F: 3 clusters Score -6395836 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -6403579.500000 Penalty: 1081.337769
	Iteration 4F: 3 clusters Score -6403580 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -6414910.000000 Penalty: 1081.337769
	Iteration 5F: 3 clusters Score -6414910 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -6426365.500000 Penalty: 1081.337769
	Iteration 6F: 3 clusters Score -6426366 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 135947 members 
Entering Unmasked Estep 
Score: -6434868.500000 Penalty: 1081.337769
	Iteration 7F: 3 clusters Score -6434868 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -6439647.000000 Penalty: 1081.337769
	Iteration 8Q: 3 clusters Score -6439647 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -6441910.000000 Penalty: 1081.337769
	Iteration 9Q: 3 clusters Score -6441910 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -6442775.500000 Penalty: 1081.337769
	Iteration 10Q: 3 clusters Score -6442776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -6443057.500000 Penalty: 1081.337769
	Iteration 11Q: 3 clusters Score -6443058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -6443120.000000 Penalty: 1081.337769
	Iteration 12Q: 3 clusters Score -6443120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144657 members 
Entering Unmasked Estep 
Score: -6443158.000000 Penalty: 1081.337769
	Iteration 13Q: 3 clusters Score -6443158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
Score: -6443178.000000 Penalty: 1081.337769
	Iteration 14Q: 3 clusters Score -6443178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -6443190.000000 Penalty: 1081.337769
	Iteration 15Q: 3 clusters Score -6443190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -6443192.000000 Penalty: 1081.337769
	Iteration 16Q: 3 clusters Score -6443192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -6443199.500000 Penalty: 1081.337769
	Iteration 17Q: 3 clusters Score -6443200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -6443199.000000 Penalty: 1081.337769
	Iteration 18Q: 3 clusters Score -6443199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -6443198.500000 Penalty: 1081.337769
	Iteration 19Q: 3 clusters Score -6443198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -6443203.500000 Penalty: 1081.337769
	Iteration 20F: 3 clusters Score -6443204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -6443206.500000 Penalty: 1081.337769
	Iteration 21Q: 3 clusters Score -6443206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -6443206.500000 Penalty: 1081.337769
	Iteration 22F: 3 clusters Score -6443206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -473719.312500 Penalty: 423.564026
	Iteration 0F: 2 clusters Score -473719.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -466348.218750 Penalty: 847.128052
	Iteration 0F: 3 clusters Score -466348.2 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -469545.062500 Penalty: 847.128052
	Iteration 1F: 3 clusters Score -469545.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -470029.750000 Penalty: 847.128052
	Iteration 2F: 3 clusters Score -470029.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -470766.125000 Penalty: 847.128052
	Iteration 3F: 3 clusters Score -470766.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -471689.843750 Penalty: 847.128052
	Iteration 4F: 3 clusters Score -471689.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -472583.156250 Penalty: 847.128052
	Iteration 5F: 3 clusters Score -472583.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -473068.656250 Penalty: 847.128052
	Iteration 6F: 3 clusters Score -473068.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -473195.500000 Penalty: 847.128052
	Iteration 7Q: 3 clusters Score -473195.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -473261.156250 Penalty: 847.128052
	Iteration 8Q: 3 clusters Score -473261.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -473306.500000 Penalty: 847.128052
	Iteration 9Q: 3 clusters Score -473306.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -473336.937500 Penalty: 847.128052
	Iteration 10Q: 3 clusters Score -473336.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -473362.562500 Penalty: 847.128052
	Iteration 11Q: 3 clusters Score -473362.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -473386.375000 Penalty: 847.128052
	Iteration 12Q: 3 clusters Score -473386.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -473406.593750 Penalty: 847.128052
	Iteration 13Q: 3 clusters Score -473406.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -473427.156250 Penalty: 847.128052
	Iteration 14Q: 3 clusters Score -473427.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -473444.843750 Penalty: 847.128052
	Iteration 15Q: 3 clusters Score -473444.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -473469.468750 Penalty: 847.128052
	Iteration 16Q: 3 clusters Score -473469.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -473485.312500 Penalty: 847.128052
	Iteration 17Q: 3 clusters Score -473485.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -473498.593750 Penalty: 847.128052
	Iteration 18Q: 3 clusters Score -473498.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -473507.406250 Penalty: 847.128052
	Iteration 19Q: 3 clusters Score -473507.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -473511.875000 Penalty: 847.128052
	Iteration 20F: 3 clusters Score -473511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -473515.781250 Penalty: 847.128052
	Iteration 21Q: 3 clusters Score -473515.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -473520.937500 Penalty: 847.128052
	Iteration 22Q: 3 clusters Score -473520.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -473526.468750 Penalty: 847.128052
	Iteration 23Q: 3 clusters Score -473526.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -473531.437500 Penalty: 847.128052
	Iteration 24Q: 3 clusters Score -473531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -473534.218750 Penalty: 847.128052
	Iteration 25Q: 3 clusters Score -473534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -473538.531250 Penalty: 847.128052
	Iteration 26Q: 3 clusters Score -473538.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -473541.718750 Penalty: 847.128052
	Iteration 27Q: 3 clusters Score -473541.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -473546.312500 Penalty: 847.128052
	Iteration 28Q: 3 clusters Score -473546.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -473549.031250 Penalty: 847.128052
	Iteration 29Q: 3 clusters Score -473549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -473552.375000 Penalty: 847.128052
	Iteration 30Q: 3 clusters Score -473552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -473553.531250 Penalty: 847.128052
	Iteration 31Q: 3 clusters Score -473553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -473553.093750 Penalty: 847.128052
	Iteration 32Q: 3 clusters Score -473553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -473553.718750 Penalty: 847.128052
	Iteration 33Q: 3 clusters Score -473553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -473555.906250 Penalty: 847.128052
	Iteration 34Q: 3 clusters Score -473555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -473557.406250 Penalty: 847.128052
	Iteration 35Q: 3 clusters Score -473557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -473558.718750 Penalty: 847.128052
	Iteration 36Q: 3 clusters Score -473558.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -473561.500000 Penalty: 847.128052
	Iteration 37Q: 3 clusters Score -473561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -473563.500000 Penalty: 847.128052
	Iteration 38Q: 3 clusters Score -473563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -473565.062500 Penalty: 847.128052
	Iteration 39Q: 3 clusters Score -473565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -473566.250000 Penalty: 847.128052
	Iteration 40F: 3 clusters Score -473566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -473566.250000 Penalty: 847.128052
	Iteration 41Q: 3 clusters Score -473566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -473566.843750 Penalty: 847.128052
	Iteration 42Q: 3 clusters Score -473566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -473568.500000 Penalty: 847.128052
	Iteration 43Q: 3 clusters Score -473568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -473570.187500 Penalty: 847.128052
	Iteration 44Q: 3 clusters Score -473570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -473570.531250 Penalty: 847.128052
	Iteration 45Q: 3 clusters Score -473570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -473571.031250 Penalty: 847.128052
	Iteration 46Q: 3 clusters Score -473571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -473572.812500 Penalty: 847.128052
	Iteration 47Q: 3 clusters Score -473572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -473571.968750 Penalty: 847.128052
	Iteration 48Q: 3 clusters Score -473572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -473572.093750 Penalty: 847.128052
	Iteration 49Q: 3 clusters Score -473572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -473573.218750 Penalty: 847.128052
	Iteration 50Q: 3 clusters Score -473573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -473572.906250 Penalty: 847.128052
	Iteration 51Q: 3 clusters Score -473572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -473573.593750 Penalty: 847.128052
	Iteration 52Q: 3 clusters Score -473573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -473572.843750 Penalty: 847.128052
	Iteration 53Q: 3 clusters Score -473572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -473572.843750 Penalty: 847.128052
	Iteration 54Q: 3 clusters Score -473572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -473573.281250 Penalty: 847.128052
	Iteration 55Q: 3 clusters Score -473573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -473573.468750 Penalty: 847.128052
	Iteration 56Q: 3 clusters Score -473573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -473573.468750 Penalty: 847.128052
	Iteration 57Q: 3 clusters Score -473573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -473574.500000 Penalty: 847.128052
	Iteration 58Q: 3 clusters Score -473574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -473574.500000 Penalty: 847.128052
	Iteration 59F: 3 clusters Score -473574.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Entering Unmasked Estep 
Score: -2080614.875000 Penalty: 487.590881
	Iteration 0F: 2 clusters Score -2080615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2050402.500000 Penalty: 975.181763
	Iteration 0F: 3 clusters Score -2050402 nChanged 21782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2063766.875000 Penalty: 975.181763
	Iteration 1F: 3 clusters Score -2063767 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2064865.750000 Penalty: 975.181763
	Iteration 2Q: 3 clusters Score -2064866 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2066644.375000 Penalty: 975.181763
	Iteration 3F: 3 clusters Score -2066644 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2069135.875000 Penalty: 975.181763
	Iteration 4F: 3 clusters Score -2069136 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2071662.750000 Penalty: 975.181763
	Iteration 5F: 3 clusters Score -2071663 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2073628.125000 Penalty: 975.181763
	Iteration 6F: 3 clusters Score -2073628 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2075046.625000 Penalty: 975.181763
	Iteration 7Q: 3 clusters Score -2075047 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2076037.625000 Penalty: 975.181763
	Iteration 8Q: 3 clusters Score -2076038 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2076865.750000 Penalty: 975.181763
	Iteration 9Q: 3 clusters Score -2076866 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2077545.000000 Penalty: 975.181763
	Iteration 10Q: 3 clusters Score -2077545 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2078072.625000 Penalty: 975.181763
	Iteration 11Q: 3 clusters Score -2078073 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2078478.625000 Penalty: 975.181763
	Iteration 12Q: 3 clusters Score -2078479 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2078813.125000 Penalty: 975.181763
	Iteration 13Q: 3 clusters Score -2078813 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2079088.625000 Penalty: 975.181763
	Iteration 14Q: 3 clusters Score -2079089 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2079294.875000 Penalty: 975.181763
	Iteration 15Q: 3 clusters Score -2079295 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2079465.000000 Penalty: 975.181763
	Iteration 16Q: 3 clusters Score -2079465 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2079611.500000 Penalty: 975.181763
	Iteration 17Q: 3 clusters Score -2079612 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2079714.750000 Penalty: 975.181763
	Iteration 18Q: 3 clusters Score -2079715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2079789.250000 Penalty: 975.181763
	Iteration 19Q: 3 clusters Score -2079789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2079851.750000 Penalty: 975.181763
	Iteration 20F: 3 clusters Score -2079852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2079904.375000 Penalty: 975.181763
	Iteration 21Q: 3 clusters Score -2079904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2079945.875000 Penalty: 975.181763
	Iteration 22Q: 3 clusters Score -2079946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2079976.250000 Penalty: 975.181763
	Iteration 23Q: 3 clusters Score -2079976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2080004.750000 Penalty: 975.181763
	Iteration 24Q: 3 clusters Score -2080005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2080027.125000 Penalty: 975.181763
	Iteration 25Q: 3 clusters Score -2080027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2080039.375000 Penalty: 975.181763
	Iteration 26Q: 3 clusters Score -2080039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2080047.500000 Penalty: 975.181763
	Iteration 27Q: 3 clusters Score -2080048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2080070.250000 Penalty: 975.181763
	Iteration 28Q: 3 clusters Score -2080070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2080091.750000 Penalty: 975.181763
	Iteration 29Q: 3 clusters Score -2080092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2080110.500000 Penalty: 975.181763
	Iteration 30Q: 3 clusters Score -2080110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2080125.625000 Penalty: 975.181763
	Iteration 31Q: 3 clusters Score -2080126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2080133.625000 Penalty: 975.181763
	Iteration 32Q: 3 clusters Score -2080134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2080146.000000 Penalty: 975.181763
	Iteration 33Q: 3 clusters Score -2080146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2080154.500000 Penalty: 975.181763
	Iteration 34Q: 3 clusters Score -2080154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2080165.750000 Penalty: 975.181763
	Iteration 35Q: 3 clusters Score -2080166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2080176.000000 Penalty: 975.181763
	Iteration 36Q: 3 clusters Score -2080176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2080179.750000 Penalty: 975.181763
	Iteration 37Q: 3 clusters Score -2080180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2080183.625000 Penalty: 975.181763
	Iteration 38Q: 3 clusters Score -2080184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2080183.750000 Penalty: 975.181763
	Iteration 39Q: 3 clusters Score -2080184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2080190.625000 Penalty: 975.181763
	Iteration 40F: 3 clusters Score -2080191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2080194.875000 Penalty: 975.181763
	Iteration 41Q: 3 clusters Score -2080195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2080198.125000 Penalty: 975.181763
	Iteration 42Q: 3 clusters Score -2080198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2080203.125000 Penalty: 975.181763
	Iteration 43Q: 3 clusters Score -2080203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2080201.500000 Penalty: 975.181763
	Iteration 44Q: 3 clusters Score -2080202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2080204.375000 Penalty: 975.181763
	Iteration 45Q: 3 clusters Score -2080204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2080206.625000 Penalty: 975.181763
	Iteration 46Q: 3 clusters Score -2080207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2080206.750000 Penalty: 975.181763
	Iteration 47Q: 3 clusters Score -2080207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2080206.875000 Penalty: 975.181763
	Iteration 48Q: 3 clusters Score -2080207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2080206.500000 Penalty: 975.181763
	Iteration 49Q: 3 clusters Score -2080206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2080209.000000 Penalty: 975.181763
	Iteration 50Q: 3 clusters Score -2080209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2080208.875000 Penalty: 975.181763
	Iteration 51Q: 3 clusters Score -2080209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2080210.500000 Penalty: 975.181763
	Iteration 52Q: 3 clusters Score -2080210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2080210.750000 Penalty: 975.181763
	Iteration 53Q: 3 clusters Score -2080211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2080212.125000 Penalty: 975.181763
	Iteration 54Q: 3 clusters Score -2080212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2080211.000000 Penalty: 975.181763
	Iteration 55Q: 3 clusters Score -2080211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2080212.000000 Penalty: 975.181763
	Iteration 56Q: 3 clusters Score -2080212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2080213.625000 Penalty: 975.181763
	Iteration 57Q: 3 clusters Score -2080214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2080212.750000 Penalty: 975.181763
	Iteration 58Q: 3 clusters Score -2080213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2080215.250000 Penalty: 975.181763
	Iteration 59Q: 3 clusters Score -2080215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2080215.250000 Penalty: 975.181763
	Iteration 60F: 3 clusters Score -2080215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2080216.625000 Penalty: 975.181763
	Iteration 61Q: 3 clusters Score -2080217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2080215.875000 Penalty: 975.181763
	Iteration 62Q: 3 clusters Score -2080216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2080215.625000 Penalty: 975.181763
	Iteration 63Q: 3 clusters Score -2080216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2080218.375000 Penalty: 975.181763
	Iteration 64Q: 3 clusters Score -2080218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2080219.000000 Penalty: 975.181763
	Iteration 65Q: 3 clusters Score -2080219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2080217.125000 Penalty: 975.181763
	Iteration 66Q: 3 clusters Score -2080217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2080218.250000 Penalty: 975.181763
	Iteration 67Q: 3 clusters Score -2080218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2080220.000000 Penalty: 975.181763
	Iteration 68Q: 3 clusters Score -2080220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2080221.000000 Penalty: 975.181763
	Iteration 69Q: 3 clusters Score -2080221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2080221.625000 Penalty: 975.181763
	Iteration 70Q: 3 clusters Score -2080222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2080221.625000 Penalty: 975.181763
	Iteration 71F: 3 clusters Score -2080222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -174749.453125 Penalty: 378.856537
	Iteration 0F: 2 clusters Score -174749.5 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 2096 members 
Entering Unmasked Estep 
Score: -171903.187500 Penalty: 757.713074
	Iteration 0F: 3 clusters Score -171903.2 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -173020.812500 Penalty: 757.713074
	Iteration 1F: 3 clusters Score -173020.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -173225.828125 Penalty: 757.713074
	Iteration 2F: 3 clusters Score -173225.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -173424.937500 Penalty: 757.713074
	Iteration 3F: 3 clusters Score -173424.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -173612.281250 Penalty: 757.713074
	Iteration 4F: 3 clusters Score -173612.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -173814.781250 Penalty: 757.713074
	Iteration 5F: 3 clusters Score -173814.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -173991.796875 Penalty: 757.713074
	Iteration 6Q: 3 clusters Score -173991.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -174096.859375 Penalty: 757.713074
	Iteration 7Q: 3 clusters Score -174096.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -174168.531250 Penalty: 757.713074
	Iteration 8Q: 3 clusters Score -174168.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -174230.625000 Penalty: 757.713074
	Iteration 9Q: 3 clusters Score -174230.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -174275.765625 Penalty: 757.713074
	Iteration 10Q: 3 clusters Score -174275.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -174312.125000 Penalty: 757.713074
	Iteration 11Q: 3 clusters Score -174312.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -174344.875000 Penalty: 757.713074
	Iteration 12Q: 3 clusters Score -174344.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -174374.937500 Penalty: 757.713074
	Iteration 13Q: 3 clusters Score -174374.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -174399.968750 Penalty: 757.713074
	Iteration 14Q: 3 clusters Score -174400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -174421.781250 Penalty: 757.713074
	Iteration 15Q: 3 clusters Score -174421.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -174438.281250 Penalty: 757.713074
	Iteration 16Q: 3 clusters Score -174438.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -174452.546875 Penalty: 757.713074
	Iteration 17Q: 3 clusters Score -174452.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -174464.890625 Penalty: 757.713074
	Iteration 18Q: 3 clusters Score -174464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -174476.734375 Penalty: 757.713074
	Iteration 19Q: 3 clusters Score -174476.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -174487.390625 Penalty: 757.713074
	Iteration 20F: 3 clusters Score -174487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -174493.093750 Penalty: 757.713074
	Iteration 21Q: 3 clusters Score -174493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -174496.953125 Penalty: 757.713074
	Iteration 22Q: 3 clusters Score -174497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -174501.031250 Penalty: 757.713074
	Iteration 23Q: 3 clusters Score -174501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -174506.000000 Penalty: 757.713074
	Iteration 24Q: 3 clusters Score -174506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -174513.656250 Penalty: 757.713074
	Iteration 25Q: 3 clusters Score -174513.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -174518.890625 Penalty: 757.713074
	Iteration 26Q: 3 clusters Score -174518.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -174524.734375 Penalty: 757.713074
	Iteration 27Q: 3 clusters Score -174524.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -174529.218750 Penalty: 757.713074
	Iteration 28Q: 3 clusters Score -174529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -174535.125000 Penalty: 757.713074
	Iteration 29Q: 3 clusters Score -174535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -174541.781250 Penalty: 757.713074
	Iteration 30Q: 3 clusters Score -174541.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -174547.875000 Penalty: 757.713074
	Iteration 31Q: 3 clusters Score -174547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -174553.171875 Penalty: 757.713074
	Iteration 32Q: 3 clusters Score -174553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -174559.765625 Penalty: 757.713074
	Iteration 33Q: 3 clusters Score -174559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -174566.359375 Penalty: 757.713074
	Iteration 34Q: 3 clusters Score -174566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -174574.390625 Penalty: 757.713074
	Iteration 35Q: 3 clusters Score -174574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -174578.031250 Penalty: 757.713074
	Iteration 36Q: 3 clusters Score -174578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -174579.375000 Penalty: 757.713074
	Iteration 37Q: 3 clusters Score -174579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -174580.515625 Penalty: 757.713074
	Iteration 38Q: 3 clusters Score -174580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -174580.609375 Penalty: 757.713074
	Iteration 39Q: 3 clusters Score -174580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -174581.265625 Penalty: 757.713074
	Iteration 40F: 3 clusters Score -174581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -174582.125000 Penalty: 757.713074
	Iteration 41Q: 3 clusters Score -174582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -174582.437500 Penalty: 757.713074
	Iteration 42Q: 3 clusters Score -174582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -174582.796875 Penalty: 757.713074
	Iteration 43Q: 3 clusters Score -174582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -174583.578125 Penalty: 757.713074
	Iteration 44Q: 3 clusters Score -174583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -174584.000000 Penalty: 757.713074
	Iteration 45Q: 3 clusters Score -174584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -174584.000000 Penalty: 757.713074
	Iteration 46F: 3 clusters Score -174584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Entering Unmasked Estep 
Score: -1604582.125000 Penalty: 477.435059
	Iteration 0F: 2 clusters Score -1604582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1580490.000000 Penalty: 954.870117
	Iteration 0F: 3 clusters Score -1580490 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1590209.375000 Penalty: 954.870117
	Iteration 1F: 3 clusters Score -1590209 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1590448.375000 Penalty: 954.870117
	Iteration 2Q: 3 clusters Score -1590448 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1590775.625000 Penalty: 954.870117
	Iteration 3Q: 3 clusters Score -1590776 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1591289.625000 Penalty: 954.870117
	Iteration 4Q: 3 clusters Score -1591290 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -1592105.375000 Penalty: 954.870117
	Iteration 5Q: 3 clusters Score -1592105 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1593471.000000 Penalty: 954.870117
	Iteration 6F: 3 clusters Score -1593471 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -1595585.250000 Penalty: 954.870117
	Iteration 7F: 3 clusters Score -1595585 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1597943.250000 Penalty: 954.870117
	Iteration 8F: 3 clusters Score -1597943 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -1599532.375000 Penalty: 954.870117
	Iteration 9F: 3 clusters Score -1599532 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -1600369.250000 Penalty: 954.870117
	Iteration 10Q: 3 clusters Score -1600369 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -1600955.125000 Penalty: 954.870117
	Iteration 11Q: 3 clusters Score -1600955 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -1601533.250000 Penalty: 954.870117
	Iteration 12Q: 3 clusters Score -1601533 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -1602070.500000 Penalty: 954.870117
	Iteration 13Q: 3 clusters Score -1602070 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -1602560.500000 Penalty: 954.870117
	Iteration 14Q: 3 clusters Score -1602560 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -1603026.000000 Penalty: 954.870117
	Iteration 15Q: 3 clusters Score -1603026 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -1603425.000000 Penalty: 954.870117
	Iteration 16Q: 3 clusters Score -1603425 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -1603704.375000 Penalty: 954.870117
	Iteration 17Q: 3 clusters Score -1603704 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -1603853.625000 Penalty: 954.870117
	Iteration 18Q: 3 clusters Score -1603854 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -1603922.750000 Penalty: 954.870117
	Iteration 19Q: 3 clusters Score -1603923 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -1603978.375000 Penalty: 954.870117
	Iteration 20F: 3 clusters Score -1603978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -1604006.625000 Penalty: 954.870117
	Iteration 21Q: 3 clusters Score -1604007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -1604015.750000 Penalty: 954.870117
	Iteration 22Q: 3 clusters Score -1604016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -1604020.125000 Penalty: 954.870117
	Iteration 23Q: 3 clusters Score -1604020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -1604025.875000 Penalty: 954.870117
	Iteration 24Q: 3 clusters Score -1604026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -1604029.750000 Penalty: 954.870117
	Iteration 25Q: 3 clusters Score -1604030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1604031.250000 Penalty: 954.870117
	Iteration 26Q: 3 clusters Score -1604031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -1604028.000000 Penalty: 954.870117
	Iteration 27Q: 3 clusters Score -1604028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1604029.625000 Penalty: 954.870117
	Iteration 28Q: 3 clusters Score -1604030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -1604031.875000 Penalty: 954.870117
	Iteration 29Q: 3 clusters Score -1604032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -1604034.500000 Penalty: 954.870117
	Iteration 30Q: 3 clusters Score -1604034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -1604034.750000 Penalty: 954.870117
	Iteration 31Q: 3 clusters Score -1604035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -1604035.625000 Penalty: 954.870117
	Iteration 32Q: 3 clusters Score -1604036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -1604035.375000 Penalty: 954.870117
	Iteration 33Q: 3 clusters Score -1604035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -1604036.875000 Penalty: 954.870117
	Iteration 34Q: 3 clusters Score -1604037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -1604036.875000 Penalty: 954.870117
	Iteration 35F: 3 clusters Score -1604037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -35876.593750 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -35876.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35165.867188 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -35165.87 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35385.445312 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -35385.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35410.546875 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -35410.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35441.621094 Penalty: 614.243774
	Iteration 3Q: 3 clusters Score -35441.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -35472.667969 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -35472.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -35522.242188 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -35522.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35552.410156 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -35552.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -35562.273438 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -35562.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35570.101562 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -35570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -35574.558594 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -35574.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35580.011719 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -35580.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35585.699219 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -35585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35593.437500 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -35593.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35604.460938 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -35604.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -35612.191406 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -35612.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35616.304688 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -35616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35619.562500 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -35619.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35622.144531 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -35622.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35625.183594 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -35625.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35627.773438 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -35627.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35630.644531 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -35630.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35635.093750 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -35635.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35638.964844 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -35638.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35643.089844 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -35643.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35646.007812 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -35646.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35648.859375 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -35648.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35649.562500 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -35649.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35650.156250 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -35650.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35650.804688 Penalty: 614.243774
	Iteration 28Q: 3 clusters Score -35650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35652.082031 Penalty: 614.243774
	Iteration 29Q: 3 clusters Score -35652.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35653.925781 Penalty: 614.243774
	Iteration 30Q: 3 clusters Score -35653.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35656.082031 Penalty: 614.243774
	Iteration 31Q: 3 clusters Score -35656.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35656.625000 Penalty: 614.243774
	Iteration 32Q: 3 clusters Score -35656.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35657.027344 Penalty: 614.243774
	Iteration 33Q: 3 clusters Score -35657.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35657.027344 Penalty: 614.243774
	Iteration 34F: 3 clusters Score -35657.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Entering Unmasked Estep 
Score: -358894.312500 Penalty: 409.963226
	Iteration 0F: 2 clusters Score -358894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -353431.062500 Penalty: 819.926453
	Iteration 0F: 3 clusters Score -353431.1 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -355478.031250 Penalty: 819.926453
	Iteration 1F: 3 clusters Score -355478 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -355594.093750 Penalty: 819.926453
	Iteration 2Q: 3 clusters Score -355594.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -355708.312500 Penalty: 819.926453
	Iteration 3Q: 3 clusters Score -355708.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -355875.781250 Penalty: 819.926453
	Iteration 4Q: 3 clusters Score -355875.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -356091.906250 Penalty: 819.926453
	Iteration 5F: 3 clusters Score -356091.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -356357.843750 Penalty: 819.926453
	Iteration 6F: 3 clusters Score -356357.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -356765.875000 Penalty: 819.926453
	Iteration 7F: 3 clusters Score -356765.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -357312.093750 Penalty: 819.926453
	Iteration 8F: 3 clusters Score -357312.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -357856.343750 Penalty: 819.926453
	Iteration 9F: 3 clusters Score -357856.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -358216.218750 Penalty: 819.926453
	Iteration 10Q: 3 clusters Score -358216.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -358386.031250 Penalty: 819.926453
	Iteration 11Q: 3 clusters Score -358386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -358464.562500 Penalty: 819.926453
	Iteration 12Q: 3 clusters Score -358464.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -358499.406250 Penalty: 819.926453
	Iteration 13Q: 3 clusters Score -358499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -358521.906250 Penalty: 819.926453
	Iteration 14Q: 3 clusters Score -358521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -358539.468750 Penalty: 819.926453
	Iteration 15Q: 3 clusters Score -358539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -358549.093750 Penalty: 819.926453
	Iteration 16Q: 3 clusters Score -358549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -358550.843750 Penalty: 819.926453
	Iteration 17Q: 3 clusters Score -358550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -358550.843750 Penalty: 819.926453
	Iteration 18F: 3 clusters Score -358550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Entering Unmasked Estep 
Score: -954057.937500 Penalty: 455.203064
	Iteration 0F: 2 clusters Score -954057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -939310.625000 Penalty: 910.406128
	Iteration 0F: 3 clusters Score -939310.6 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -946304.500000 Penalty: 910.406128
	Iteration 1F: 3 clusters Score -946304.5 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -947486.562500 Penalty: 910.406128
	Iteration 2F: 3 clusters Score -947486.6 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -949153.875000 Penalty: 910.406128
	Iteration 3F: 3 clusters Score -949153.9 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -950752.312500 Penalty: 910.406128
	Iteration 4F: 3 clusters Score -950752.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -951670.187500 Penalty: 910.406128
	Iteration 5F: 3 clusters Score -951670.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -952092.750000 Penalty: 910.406128
	Iteration 6Q: 3 clusters Score -952092.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -952383.000000 Penalty: 910.406128
	Iteration 7Q: 3 clusters Score -952383 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -952627.375000 Penalty: 910.406128
	Iteration 8Q: 3 clusters Score -952627.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -952851.937500 Penalty: 910.406128
	Iteration 9Q: 3 clusters Score -952851.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -953023.937500 Penalty: 910.406128
	Iteration 10Q: 3 clusters Score -953023.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -953161.312500 Penalty: 910.406128
	Iteration 11Q: 3 clusters Score -953161.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -953235.812500 Penalty: 910.406128
	Iteration 12Q: 3 clusters Score -953235.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -953275.437500 Penalty: 910.406128
	Iteration 13Q: 3 clusters Score -953275.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -953296.312500 Penalty: 910.406128
	Iteration 14Q: 3 clusters Score -953296.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -953302.312500 Penalty: 910.406128
	Iteration 15Q: 3 clusters Score -953302.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -953309.250000 Penalty: 910.406128
	Iteration 16Q: 3 clusters Score -953309.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -953312.750000 Penalty: 910.406128
	Iteration 17Q: 3 clusters Score -953312.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -953315.875000 Penalty: 910.406128
	Iteration 18Q: 3 clusters Score -953315.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -953322.250000 Penalty: 910.406128
	Iteration 19Q: 3 clusters Score -953322.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -953322.062500 Penalty: 910.406128
	Iteration 20F: 3 clusters Score -953322.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -953326.375000 Penalty: 910.406128
	Iteration 21Q: 3 clusters Score -953326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -953327.437500 Penalty: 910.406128
	Iteration 22Q: 3 clusters Score -953327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -953326.562500 Penalty: 910.406128
	Iteration 23Q: 3 clusters Score -953326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -953325.687500 Penalty: 910.406128
	Iteration 24Q: 3 clusters Score -953325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -953326.500000 Penalty: 910.406128
	Iteration 25Q: 3 clusters Score -953326.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -953326.687500 Penalty: 910.406128
	Iteration 26Q: 3 clusters Score -953326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -953327.625000 Penalty: 910.406128
	Iteration 27Q: 3 clusters Score -953327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -953326.937500 Penalty: 910.406128
	Iteration 28Q: 3 clusters Score -953326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -953326.250000 Penalty: 910.406128
	Iteration 29Q: 3 clusters Score -953326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -953328.750000 Penalty: 910.406128
	Iteration 30Q: 3 clusters Score -953328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -953330.750000 Penalty: 910.406128
	Iteration 31Q: 3 clusters Score -953330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -953330.687500 Penalty: 910.406128
	Iteration 32Q: 3 clusters Score -953330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -953331.250000 Penalty: 910.406128
	Iteration 33Q: 3 clusters Score -953331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -953333.625000 Penalty: 910.406128
	Iteration 34Q: 3 clusters Score -953333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -953332.062500 Penalty: 910.406128
	Iteration 35Q: 3 clusters Score -953332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -953331.062500 Penalty: 910.406128
	Iteration 36Q: 3 clusters Score -953331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -953331.250000 Penalty: 910.406128
	Iteration 37Q: 3 clusters Score -953331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -953331.375000 Penalty: 910.406128
	Iteration 38Q: 3 clusters Score -953331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -953331.937500 Penalty: 910.406128
	Iteration 39Q: 3 clusters Score -953331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -953332.000000 Penalty: 910.406128
	Iteration 40F: 3 clusters Score -953332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -4877.752930 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -4877.753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4641.249023 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -4641.249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4746.448730 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -4746.449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4767.266602 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -4767.267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4786.874023 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -4786.874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4799.844727 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -4799.845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4808.456543 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -4808.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4813.271973 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -4813.272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4821.263184 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -4821.263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4829.825684 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -4829.826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4834.146484 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -4834.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4835.541504 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -4835.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4839.208984 Penalty: 459.536926
	Iteration 11Q: 3 clusters Score -4839.209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4842.741699 Penalty: 459.536926
	Iteration 12Q: 3 clusters Score -4842.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4848.040527 Penalty: 459.536926
	Iteration 13Q: 3 clusters Score -4848.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4858.102051 Penalty: 459.536926
	Iteration 14Q: 3 clusters Score -4858.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4858.102051 Penalty: 459.536926
	Iteration 15F: 3 clusters Score -4858.102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Entering Unmasked Estep 
Score: -5703844.500000 Penalty: 534.226074
	Iteration 0F: 2 clusters Score -5703844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -5618728.000000 Penalty: 1068.452148
	Iteration 0F: 3 clusters Score -5618728 nChanged 61493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -5657637.500000 Penalty: 1068.452148
	Iteration 1F: 3 clusters Score -5657638 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -5659937.000000 Penalty: 1068.452148
	Iteration 2Q: 3 clusters Score -5659937 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -5663923.500000 Penalty: 1068.452148
	Iteration 3F: 3 clusters Score -5663924 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -5670363.500000 Penalty: 1068.452148
	Iteration 4F: 3 clusters Score -5670364 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -5678414.000000 Penalty: 1068.452148
	Iteration 5F: 3 clusters Score -5678414 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -5686073.500000 Penalty: 1068.452148
	Iteration 6F: 3 clusters Score -5686074 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -5692143.000000 Penalty: 1068.452148
	Iteration 7F: 3 clusters Score -5692143 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -5696902.000000 Penalty: 1068.452148
	Iteration 8Q: 3 clusters Score -5696902 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 122123 members 
Entering Unmasked Estep 
Score: -5700257.000000 Penalty: 1068.452148
	Iteration 9Q: 3 clusters Score -5700257 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -5702137.500000 Penalty: 1068.452148
	Iteration 10Q: 3 clusters Score -5702138 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -5702904.500000 Penalty: 1068.452148
	Iteration 11Q: 3 clusters Score -5702904 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -5703174.500000 Penalty: 1068.452148
	Iteration 12Q: 3 clusters Score -5703174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125522 members 
Entering Unmasked Estep 
Score: -5703278.500000 Penalty: 1068.452148
	Iteration 13Q: 3 clusters Score -5703278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -5703339.500000 Penalty: 1068.452148
	Iteration 14Q: 3 clusters Score -5703340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -5703355.000000 Penalty: 1068.452148
	Iteration 15Q: 3 clusters Score -5703355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -5703366.000000 Penalty: 1068.452148
	Iteration 16Q: 3 clusters Score -5703366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -5703369.000000 Penalty: 1068.452148
	Iteration 17Q: 3 clusters Score -5703369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -5703377.500000 Penalty: 1068.452148
	Iteration 18Q: 3 clusters Score -5703378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -5703385.500000 Penalty: 1068.452148
	Iteration 19Q: 3 clusters Score -5703386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -5703385.500000 Penalty: 1068.452148
	Iteration 20F: 3 clusters Score -5703386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Entering Unmasked Estep 
Score: -1816741.875000 Penalty: 483.411133
	Iteration 0F: 2 clusters Score -1816742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1789131.375000 Penalty: 966.822266
	Iteration 0F: 3 clusters Score -1789131 nChanged 19816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -1800292.500000 Penalty: 966.822266
	Iteration 1F: 3 clusters Score -1800292 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1800550.750000 Penalty: 966.822266
	Iteration 2Q: 3 clusters Score -1800551 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -1800912.250000 Penalty: 966.822266
	Iteration 3Q: 3 clusters Score -1800912 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1801587.125000 Penalty: 966.822266
	Iteration 4Q: 3 clusters Score -1801587 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -1802847.125000 Penalty: 966.822266
	Iteration 5F: 3 clusters Score -1802847 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -1805076.125000 Penalty: 966.822266
	Iteration 6F: 3 clusters Score -1805076 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -1808277.250000 Penalty: 966.822266
	Iteration 7F: 3 clusters Score -1808277 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -1811729.875000 Penalty: 966.822266
	Iteration 8F: 3 clusters Score -1811730 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -1814262.375000 Penalty: 966.822266
	Iteration 9F: 3 clusters Score -1814262 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -1815585.000000 Penalty: 966.822266
	Iteration 10Q: 3 clusters Score -1815585 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -1816051.375000 Penalty: 966.822266
	Iteration 11Q: 3 clusters Score -1816051 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -1816226.750000 Penalty: 966.822266
	Iteration 12Q: 3 clusters Score -1816227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -1816283.750000 Penalty: 966.822266
	Iteration 13Q: 3 clusters Score -1816284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -1816305.125000 Penalty: 966.822266
	Iteration 14Q: 3 clusters Score -1816305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -1816321.375000 Penalty: 966.822266
	Iteration 15Q: 3 clusters Score -1816321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -1816328.125000 Penalty: 966.822266
	Iteration 16Q: 3 clusters Score -1816328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -1816332.875000 Penalty: 966.822266
	Iteration 17Q: 3 clusters Score -1816333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -1816334.125000 Penalty: 966.822266
	Iteration 18Q: 3 clusters Score -1816334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -1816339.125000 Penalty: 966.822266
	Iteration 19Q: 3 clusters Score -1816339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -1816339.125000 Penalty: 966.822266
	Iteration 20F: 3 clusters Score -1816339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -102079.578125 Penalty: 355.074890
	Iteration 0F: 2 clusters Score -102079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -100317.914062 Penalty: 710.149780
	Iteration 0F: 3 clusters Score -100317.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -100956.421875 Penalty: 710.149780
	Iteration 1F: 3 clusters Score -100956.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -101083.992188 Penalty: 710.149780
	Iteration 2F: 3 clusters Score -101084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -101223.304688 Penalty: 710.149780
	Iteration 3F: 3 clusters Score -101223.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -101346.953125 Penalty: 710.149780
	Iteration 4F: 3 clusters Score -101347 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -101468.515625 Penalty: 710.149780
	Iteration 5F: 3 clusters Score -101468.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -101563.015625 Penalty: 710.149780
	Iteration 6Q: 3 clusters Score -101563 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -101607.031250 Penalty: 710.149780
	Iteration 7Q: 3 clusters Score -101607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -101627.546875 Penalty: 710.149780
	Iteration 8Q: 3 clusters Score -101627.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -101643.367188 Penalty: 710.149780
	Iteration 9Q: 3 clusters Score -101643.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -101650.015625 Penalty: 710.149780
	Iteration 10Q: 3 clusters Score -101650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -101656.851562 Penalty: 710.149780
	Iteration 11Q: 3 clusters Score -101656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -101660.078125 Penalty: 710.149780
	Iteration 12Q: 3 clusters Score -101660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -101661.484375 Penalty: 710.149780
	Iteration 13Q: 3 clusters Score -101661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -101662.687500 Penalty: 710.149780
	Iteration 14Q: 3 clusters Score -101662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -101663.343750 Penalty: 710.149780
	Iteration 15Q: 3 clusters Score -101663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -101664.296875 Penalty: 710.149780
	Iteration 16Q: 3 clusters Score -101664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -101664.625000 Penalty: 710.149780
	Iteration 17Q: 3 clusters Score -101664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -101665.007812 Penalty: 710.149780
	Iteration 18Q: 3 clusters Score -101665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101665.500000 Penalty: 710.149780
	Iteration 19Q: 3 clusters Score -101665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -101666.195312 Penalty: 710.149780
	Iteration 20F: 3 clusters Score -101666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -101666.515625 Penalty: 710.149780
	Iteration 21Q: 3 clusters Score -101666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -101667.281250 Penalty: 710.149780
	Iteration 22Q: 3 clusters Score -101667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -101667.718750 Penalty: 710.149780
	Iteration 23Q: 3 clusters Score -101667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -101669.632812 Penalty: 710.149780
	Iteration 24Q: 3 clusters Score -101669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -101672.070312 Penalty: 710.149780
	Iteration 25Q: 3 clusters Score -101672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -101676.179688 Penalty: 710.149780
	Iteration 26Q: 3 clusters Score -101676.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -101679.679688 Penalty: 710.149780
	Iteration 27Q: 3 clusters Score -101679.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -101683.218750 Penalty: 710.149780
	Iteration 28Q: 3 clusters Score -101683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -101684.734375 Penalty: 710.149780
	Iteration 29Q: 3 clusters Score -101684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -101685.828125 Penalty: 710.149780
	Iteration 30Q: 3 clusters Score -101685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -101686.617188 Penalty: 710.149780
	Iteration 31Q: 3 clusters Score -101686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -101687.593750 Penalty: 710.149780
	Iteration 32Q: 3 clusters Score -101687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -101688.250000 Penalty: 710.149780
	Iteration 33Q: 3 clusters Score -101688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -101688.625000 Penalty: 710.149780
	Iteration 34Q: 3 clusters Score -101688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -101688.820312 Penalty: 710.149780
	Iteration 35Q: 3 clusters Score -101688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -101689.539062 Penalty: 710.149780
	Iteration 36Q: 3 clusters Score -101689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -101690.093750 Penalty: 710.149780
	Iteration 37Q: 3 clusters Score -101690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -101690.765625 Penalty: 710.149780
	Iteration 38Q: 3 clusters Score -101690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101691.007812 Penalty: 710.149780
	Iteration 39Q: 3 clusters Score -101691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101691.265625 Penalty: 710.149780
	Iteration 40F: 3 clusters Score -101691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101691.390625 Penalty: 710.149780
	Iteration 41Q: 3 clusters Score -101691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101691.625000 Penalty: 710.149780
	Iteration 42Q: 3 clusters Score -101691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101691.664062 Penalty: 710.149780
	Iteration 43Q: 3 clusters Score -101691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101691.875000 Penalty: 710.149780
	Iteration 44Q: 3 clusters Score -101691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -101691.890625 Penalty: 710.149780
	Iteration 45Q: 3 clusters Score -101691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101692.664062 Penalty: 710.149780
	Iteration 46Q: 3 clusters Score -101692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101693.328125 Penalty: 710.149780
	Iteration 47Q: 3 clusters Score -101693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -101693.617188 Penalty: 710.149780
	Iteration 48Q: 3 clusters Score -101693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101694.179688 Penalty: 710.149780
	Iteration 49Q: 3 clusters Score -101694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -101694.265625 Penalty: 710.149780
	Iteration 50Q: 3 clusters Score -101694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101694.460938 Penalty: 710.149780
	Iteration 51Q: 3 clusters Score -101694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101694.460938 Penalty: 710.149780
	Iteration 52F: 3 clusters Score -101694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -1595.723755 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -1595.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1457.371338 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -1457.371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1487.392822 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -1487.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1498.305420 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -1498.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1498.305420 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -1498.305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Entering Unmasked Estep 
Score: -2311120.250000 Penalty: 492.373566
	Iteration 0F: 2 clusters Score -2311120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2277719.250000 Penalty: 984.747131
	Iteration 0F: 3 clusters Score -2277719 nChanged 24311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2291964.500000 Penalty: 984.747131
	Iteration 1F: 3 clusters Score -2291964 nChanged 1615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2292429 nChanged 1833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2293087 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2294181 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -2296143.250000 Penalty: 984.747131
	Iteration 5F: 3 clusters Score -2296143 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2299838 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2305048 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2308224 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2309378 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2309930 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2310235.000000 Penalty: 984.747131
	Iteration 11Q: 3 clusters Score -2310235 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2310378 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -2310470.500000 Penalty: 984.747131
	Iteration 13Q: 3 clusters Score -2310470 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2310491.250000 Penalty: 984.747131
	Iteration 14Q: 3 clusters Score -2310491 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -2310488.750000 Penalty: 984.747131
	Iteration 15Q: 3 clusters Score -2310489 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -2310518.750000 Penalty: 984.747131
	Iteration 16Q: 3 clusters Score -2310519 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2310521.500000 Penalty: 984.747131
	Iteration 17Q: 3 clusters Score -2310522 nChanged 185
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Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2310530 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -2310526.250000 Penalty: 984.747131
	Iteration 19Q: 3 clusters Score -2310526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -2310522.000000 Penalty: 984.747131
	Iteration 20F: 3 clusters Score -2310522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -2310513.500000 Penalty: 984.747131
	Iteration 21Q: 3 clusters Score -2310514 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2310518 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -2310522.500000 Penalty: 984.747131
	Iteration 23Q: 3 clusters Score -2310522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -2310525.500000 Penalty: 984.747131
	Iteration 24Q: 3 clusters Score -2310526 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -2310506.750000 Penalty: 984.747131
	Iteration 25Q: 3 clusters Score -2310507 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -2310512.500000 Penalty: 984.747131
	Iteration 26Q: 3 clusters Score -2310512 nChanged 199
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Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2310507 nChanged 156
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Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -2310508.250000 Penalty: 984.747131
	Iteration 28Q: 3 clusters Score -2310508 nChanged 172
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Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2310495 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -2310511.000000 Penalty: 984.747131
	Iteration 30Q: 3 clusters Score -2310511 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2310502 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2310514 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2310519 nChanged 278
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Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2310530 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2310543 nChanged 270
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Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2310552 nChanged 279
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Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2310544 nChanged 274
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Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2310556 nChanged 227
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Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2310566 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2310577 nChanged 319
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2310566 nChanged 249
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Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2310593 nChanged 357
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Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2310614 nChanged 332
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Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2310637 nChanged 314
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 37059 members 
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	Iteration 45Q: 3 clusters Score -2310628 nChanged 292
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Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2310631 nChanged 305
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Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2310653 nChanged 356
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2310648 nChanged 295
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Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2310666 nChanged 310
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Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2310673 nChanged 346
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Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 38963 members 
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	Iteration 51Q: 3 clusters Score -2310668 nChanged 277
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 39240 members 
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	Iteration 52Q: 3 clusters Score -2310679 nChanged 262
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Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 39502 members 
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	Iteration 53Q: 3 clusters Score -2310669 nChanged 278
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Mstep: Class 1 contains 10301 members 
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	Iteration 54Q: 3 clusters Score -2310658 nChanged 209
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Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 39989 members 
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	Iteration 55Q: 3 clusters Score -2310661 nChanged 244
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 40233 members 
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	Iteration 56Q: 3 clusters Score -2310668 nChanged 282
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 40515 members 
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	Iteration 57Q: 3 clusters Score -2310666 nChanged 333
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 40848 members 
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	Iteration 58Q: 3 clusters Score -2310661 nChanged 269
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Mstep: Class 1 contains 8964 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2310632 nChanged 174
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Mstep: Class 1 contains 8790 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2310650 nChanged 223
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2310656 nChanged 294
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Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2310652 nChanged 216
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Mstep: Class 1 contains 8057 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2310649 nChanged 207
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Mstep: Class 1 contains 7850 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2310645 nChanged 213
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Mstep: Class 1 contains 7637 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2310656 nChanged 272
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Mstep: Class 1 contains 7365 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2310655 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2310631 nChanged 144
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Mstep: Class 1 contains 6975 members 
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Entering Unmasked Estep 
Score: -2310643.000000 Penalty: 984.747131
	Iteration 68Q: 3 clusters Score -2310643 nChanged 208
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Mstep: Class 1 contains 6767 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2310632 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -2310625.250000 Penalty: 984.747131
	Iteration 70Q: 3 clusters Score -2310625 nChanged 236
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Mstep: Class 1 contains 6360 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2310625 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -2310622.000000 Penalty: 984.747131
	Iteration 72Q: 3 clusters Score -2310622 nChanged 130
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Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -2310609.000000 Penalty: 984.747131
	Iteration 73Q: 3 clusters Score -2310609 nChanged 116
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Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -2310608.000000 Penalty: 984.747131
	Iteration 74Q: 3 clusters Score -2310608 nChanged 100
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 44279 members 
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	Iteration 75Q: 3 clusters Score -2310612 nChanged 162
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Mstep: Class 1 contains 5640 members 
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	Iteration 76Q: 3 clusters Score -2310610 nChanged 181
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Mstep: Class 1 contains 5459 members 
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Entering Unmasked Estep 
Score: -2310571.250000 Penalty: 984.747131
	Iteration 77Q: 3 clusters Score -2310571 nChanged 84
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Mstep: Class 1 contains 5377 members 
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Score: -2310579.250000 Penalty: 984.747131
	Iteration 78Q: 3 clusters Score -2310579 nChanged 81
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Mstep: Class 1 contains 5296 members 
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Score: -2310596.250000 Penalty: 984.747131
	Iteration 79Q: 3 clusters Score -2310596 nChanged 176
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 44961 members 
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	Iteration 80F: 3 clusters Score -2310584 nChanged 191
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Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
Score: -2310574.500000 Penalty: 984.747131
	Iteration 81Q: 3 clusters Score -2310574 nChanged 100
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Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 45252 members 
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	Iteration 82Q: 3 clusters Score -2310566 nChanged 122
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 45374 members 
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	Iteration 83Q: 3 clusters Score -2310564 nChanged 107
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Mstep: Class 1 contains 4600 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2310560 nChanged 95
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Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -2310561.000000 Penalty: 984.747131
	Iteration 85Q: 3 clusters Score -2310561 nChanged 98
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Mstep: Class 1 contains 4407 members 
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	Iteration 86Q: 3 clusters Score -2310552 nChanged 23
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Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 45691 members 
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	Iteration 87Q: 3 clusters Score -2310553 nChanged 37
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Mstep: Class 1 contains 4353 members 
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	Iteration 88Q: 3 clusters Score -2310550 nChanged 68
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Mstep: Class 1 contains 4285 members 
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	Iteration 89Q: 3 clusters Score -2310554 nChanged 44
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 45838 members 
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	Iteration 90Q: 3 clusters Score -2310548 nChanged 19
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Mstep: Class 1 contains 4230 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2310559 nChanged 73
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Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2310551 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2310553 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2310556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2310551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2310554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2310551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2310556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2310554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -2310544.250000 Penalty: 984.747131
	Iteration 100F: 3 clusters Score -2310544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2310547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -2310554.000000 Penalty: 984.747131
	Iteration 102Q: 3 clusters Score -2310554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2310548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -2310537.750000 Penalty: 984.747131
	Iteration 104Q: 3 clusters Score -2310538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2310548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2310546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2310544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2310548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -2310545.750000 Penalty: 984.747131
	Iteration 109Q: 3 clusters Score -2310546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -2310551.000000 Penalty: 984.747131
	Iteration 110Q: 3 clusters Score -2310551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -2310547.750000 Penalty: 984.747131
	Iteration 111Q: 3 clusters Score -2310548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -2310554.000000 Penalty: 984.747131
	Iteration 112Q: 3 clusters Score -2310554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -2310556.000000 Penalty: 984.747131
	Iteration 113Q: 3 clusters Score -2310556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2310546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -2310556.250000 Penalty: 984.747131
	Iteration 115Q: 3 clusters Score -2310556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2310556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2310556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2310554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2310556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2310548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -2310552.000000 Penalty: 984.747131
	Iteration 121Q: 3 clusters Score -2310552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -2310550.250000 Penalty: 984.747131
	Iteration 122Q: 3 clusters Score -2310550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -2310549.750000 Penalty: 984.747131
	Iteration 123Q: 3 clusters Score -2310550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -2310552.500000 Penalty: 984.747131
	Iteration 124Q: 3 clusters Score -2310552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -2310547.250000 Penalty: 984.747131
	Iteration 125Q: 3 clusters Score -2310547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -2310556.250000 Penalty: 984.747131
	Iteration 126Q: 3 clusters Score -2310556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -2310552.750000 Penalty: 984.747131
	Iteration 127Q: 3 clusters Score -2310553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -2310553.000000 Penalty: 984.747131
	Iteration 128Q: 3 clusters Score -2310553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -2310558.500000 Penalty: 984.747131
	Iteration 129Q: 3 clusters Score -2310558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2310557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2310551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -2310556.500000 Penalty: 984.747131
	Iteration 132Q: 3 clusters Score -2310556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -2310554.250000 Penalty: 984.747131
	Iteration 133Q: 3 clusters Score -2310554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -2310556.500000 Penalty: 984.747131
	Iteration 134Q: 3 clusters Score -2310556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -2310556.000000 Penalty: 984.747131
	Iteration 135Q: 3 clusters Score -2310556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -2310552.500000 Penalty: 984.747131
	Iteration 136Q: 3 clusters Score -2310552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -2310557.500000 Penalty: 984.747131
	Iteration 137Q: 3 clusters Score -2310558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -2310555.500000 Penalty: 984.747131
	Iteration 138Q: 3 clusters Score -2310556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -2310551.500000 Penalty: 984.747131
	Iteration 139Q: 3 clusters Score -2310552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -2310550.500000 Penalty: 984.747131
	Iteration 140F: 3 clusters Score -2310550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2310545.250000 Penalty: 984.747131
	Iteration 141Q: 3 clusters Score -2310545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -2310550.000000 Penalty: 984.747131
	Iteration 142Q: 3 clusters Score -2310550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -2310547.750000 Penalty: 984.747131
	Iteration 143Q: 3 clusters Score -2310548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -2310539.000000 Penalty: 984.747131
	Iteration 144Q: 3 clusters Score -2310539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -2310554.500000 Penalty: 984.747131
	Iteration 145Q: 3 clusters Score -2310554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2310549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -2310556.500000 Penalty: 984.747131
	Iteration 147Q: 3 clusters Score -2310556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -2310557.500000 Penalty: 984.747131
	Iteration 148Q: 3 clusters Score -2310558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -2310553.000000 Penalty: 984.747131
	Iteration 149Q: 3 clusters Score -2310553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -2310549.750000 Penalty: 984.747131
	Iteration 150Q: 3 clusters Score -2310550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -2310555.250000 Penalty: 984.747131
	Iteration 151Q: 3 clusters Score -2310555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -2310554.500000 Penalty: 984.747131
	Iteration 152Q: 3 clusters Score -2310554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -2310551.500000 Penalty: 984.747131
	Iteration 153Q: 3 clusters Score -2310552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -2310556.250000 Penalty: 984.747131
	Iteration 154Q: 3 clusters Score -2310556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -2310556.000000 Penalty: 984.747131
	Iteration 155Q: 3 clusters Score -2310556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2310552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -2310551.000000 Penalty: 984.747131
	Iteration 157Q: 3 clusters Score -2310551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -2310546.750000 Penalty: 984.747131
	Iteration 158Q: 3 clusters Score -2310547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -2310542.500000 Penalty: 984.747131
	Iteration 159Q: 3 clusters Score -2310542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -2310549.250000 Penalty: 984.747131
	Iteration 160F: 3 clusters Score -2310549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -2310540.750000 Penalty: 984.747131
	Iteration 161Q: 3 clusters Score -2310541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -2310554.250000 Penalty: 984.747131
	Iteration 162Q: 3 clusters Score -2310554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -2310549.250000 Penalty: 984.747131
	Iteration 163Q: 3 clusters Score -2310549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -2310541.250000 Penalty: 984.747131
	Iteration 164Q: 3 clusters Score -2310541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -2310544.250000 Penalty: 984.747131
	Iteration 165Q: 3 clusters Score -2310544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -2310550.750000 Penalty: 984.747131
	Iteration 166Q: 3 clusters Score -2310551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -2310549.000000 Penalty: 984.747131
	Iteration 167Q: 3 clusters Score -2310549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -2310552.000000 Penalty: 984.747131
	Iteration 168Q: 3 clusters Score -2310552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2310550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -2310550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -33172.972656 Penalty: 308.692810
	Iteration 0F: 2 clusters Score -33172.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -32445.992188 Penalty: 617.385620
	Iteration 0F: 3 clusters Score -32445.99 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -32691.570312 Penalty: 617.385620
	Iteration 1F: 3 clusters Score -32691.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -32746.183594 Penalty: 617.385620
	Iteration 2F: 3 clusters Score -32746.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -32781.218750 Penalty: 617.385620
	Iteration 3F: 3 clusters Score -32781.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32793.730469 Penalty: 617.385620
	Iteration 4Q: 3 clusters Score -32793.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32800.843750 Penalty: 617.385620
	Iteration 5Q: 3 clusters Score -32800.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32804.468750 Penalty: 617.385620
	Iteration 6Q: 3 clusters Score -32804.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32807.863281 Penalty: 617.385620
	Iteration 7Q: 3 clusters Score -32807.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32816.281250 Penalty: 617.385620
	Iteration 8Q: 3 clusters Score -32816.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32826.718750 Penalty: 617.385620
	Iteration 9Q: 3 clusters Score -32826.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -32835.835938 Penalty: 617.385620
	Iteration 10Q: 3 clusters Score -32835.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -32847.566406 Penalty: 617.385620
	Iteration 11Q: 3 clusters Score -32847.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -32858.492188 Penalty: 617.385620
	Iteration 12Q: 3 clusters Score -32858.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32887.453125 Penalty: 617.385620
	Iteration 13Q: 3 clusters Score -32887.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -32923.488281 Penalty: 617.385620
	Iteration 14Q: 3 clusters Score -32923.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -32942.371094 Penalty: 617.385620
	Iteration 15Q: 3 clusters Score -32942.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -32950.855469 Penalty: 617.385620
	Iteration 16Q: 3 clusters Score -32950.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -32962.125000 Penalty: 617.385620
	Iteration 17Q: 3 clusters Score -32962.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -32966.070312 Penalty: 617.385620
	Iteration 18Q: 3 clusters Score -32966.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -32968.992188 Penalty: 617.385620
	Iteration 19Q: 3 clusters Score -32968.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -32970.371094 Penalty: 617.385620
	Iteration 20F: 3 clusters Score -32970.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -32970.980469 Penalty: 617.385620
	Iteration 21Q: 3 clusters Score -32970.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -32971.507812 Penalty: 617.385620
	Iteration 22Q: 3 clusters Score -32971.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -32971.925781 Penalty: 617.385620
	Iteration 23Q: 3 clusters Score -32971.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -32972.792969 Penalty: 617.385620
	Iteration 24Q: 3 clusters Score -32972.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -32973.285156 Penalty: 617.385620
	Iteration 25Q: 3 clusters Score -32973.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -32974.281250 Penalty: 617.385620
	Iteration 26Q: 3 clusters Score -32974.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -32974.906250 Penalty: 617.385620
	Iteration 27Q: 3 clusters Score -32974.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -32974.906250 Penalty: 617.385620
	Iteration 28F: 3 clusters Score -32974.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9527.950195 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -9527.95 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 139 members 
Entering Unmasked Estep 
Score: -9183.544922 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -9183.545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9277.208984 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -9277.209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9324.711914 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -9324.712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9349.958984 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -9349.959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9361.304688 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -9361.305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9362.434570 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -9362.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9362.434570 Penalty: 508.779846
	Iteration 6F: 3 clusters Score -9362.435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (277804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277804 members 
Entering Unmasked Estep 
Score: -12394841.000000 Penalty: 570.327515
	Iteration 0F: 2 clusters Score -1.239484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139295 members 
Mstep: Class 2 contains 138509 members 
Entering Unmasked Estep 
Score: -12206368.000000 Penalty: 1140.655029
	Iteration 0F: 3 clusters Score -1.220637e+07 nChanged 137139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -12293885.000000 Penalty: 1140.655029
	Iteration 1F: 3 clusters Score -1.229388e+07 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184685 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -12305079.000000 Penalty: 1140.655029
	Iteration 2F: 3 clusters Score -1.230508e+07 nChanged 25609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209606 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -12325117.000000 Penalty: 1140.655029
	Iteration 3F: 3 clusters Score -1.232512e+07 nChanged 27795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237101 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -12351883.000000 Penalty: 1140.655029
	Iteration 4F: 3 clusters Score -1.235188e+07 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259464 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -12375437.000000 Penalty: 1140.655029
	Iteration 5F: 3 clusters Score -1.237544e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271749 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -12388181.000000 Penalty: 1140.655029
	Iteration 6Q: 3 clusters Score -1.238818e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276424 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12392906.000000 Penalty: 1140.655029
	Iteration 7Q: 3 clusters Score -1.239291e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277550 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12394085.000000 Penalty: 1140.655029
	Iteration 8Q: 3 clusters Score -1.239408e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277701 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12394321.000000 Penalty: 1140.655029
	Iteration 9Q: 3 clusters Score -1.239432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277680 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12394405.000000 Penalty: 1140.655029
	Iteration 10Q: 3 clusters Score -1.23944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277643 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12394459.000000 Penalty: 1140.655029
	Iteration 11Q: 3 clusters Score -1.239446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277614 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12394489.000000 Penalty: 1140.655029
	Iteration 12Q: 3 clusters Score -1.239449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277600 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12394485.000000 Penalty: 1140.655029
	Iteration 13Q: 3 clusters Score -1.239448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12394492.000000 Penalty: 1140.655029
	Iteration 14Q: 3 clusters Score -1.239449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277581 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12394498.000000 Penalty: 1140.655029
	Iteration 15Q: 3 clusters Score -1.23945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277569 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12394508.000000 Penalty: 1140.655029
	Iteration 16Q: 3 clusters Score -1.239451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277562 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12394504.000000 Penalty: 1140.655029
	Iteration 17Q: 3 clusters Score -1.23945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277558 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12394508.000000 Penalty: 1140.655029
	Iteration 18Q: 3 clusters Score -1.239451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277551 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12394510.000000 Penalty: 1140.655029
	Iteration 19Q: 3 clusters Score -1.239451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277542 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12394509.000000 Penalty: 1140.655029
	Iteration 20F: 3 clusters Score -1.239451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277536 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12394514.000000 Penalty: 1140.655029
	Iteration 21Q: 3 clusters Score -1.239451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277531 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12394518.000000 Penalty: 1140.655029
	Iteration 22Q: 3 clusters Score -1.239452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277526 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12394519.000000 Penalty: 1140.655029
	Iteration 23Q: 3 clusters Score -1.239452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277522 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12394521.000000 Penalty: 1140.655029
	Iteration 24Q: 3 clusters Score -1.239452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277520 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12394510.000000 Penalty: 1140.655029
	Iteration 25Q: 3 clusters Score -1.239451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277518 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12394514.000000 Penalty: 1140.655029
	Iteration 26Q: 3 clusters Score -1.239451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277516 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12394507.000000 Penalty: 1140.655029
	Iteration 27Q: 3 clusters Score -1.239451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277514 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12394509.000000 Penalty: 1140.655029
	Iteration 28Q: 3 clusters Score -1.239451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277514 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12394509.000000 Penalty: 1140.655029
	Iteration 29F: 3 clusters Score -1.239451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -415582.093750 Penalty: 417.080170
	Iteration 0F: 2 clusters Score -415582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -409224.968750 Penalty: 834.160339
	Iteration 0F: 3 clusters Score -409225 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -411639.312500 Penalty: 834.160339
	Iteration 1F: 3 clusters Score -411639.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -411797.406250 Penalty: 834.160339
	Iteration 2Q: 3 clusters Score -411797.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -411975.343750 Penalty: 834.160339
	Iteration 3Q: 3 clusters Score -411975.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -412215.500000 Penalty: 834.160339
	Iteration 4Q: 3 clusters Score -412215.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -412532.968750 Penalty: 834.160339
	Iteration 5F: 3 clusters Score -412533 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -412930.843750 Penalty: 834.160339
	Iteration 6F: 3 clusters Score -412930.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -413367.062500 Penalty: 834.160339
	Iteration 7F: 3 clusters Score -413367.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -413795.406250 Penalty: 834.160339
	Iteration 8F: 3 clusters Score -413795.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -414068.531250 Penalty: 834.160339
	Iteration 9Q: 3 clusters Score -414068.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -414201.968750 Penalty: 834.160339
	Iteration 10Q: 3 clusters Score -414202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -414268.781250 Penalty: 834.160339
	Iteration 11Q: 3 clusters Score -414268.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -414320.343750 Penalty: 834.160339
	Iteration 12Q: 3 clusters Score -414320.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -414371.343750 Penalty: 834.160339
	Iteration 13Q: 3 clusters Score -414371.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -414422.593750 Penalty: 834.160339
	Iteration 14Q: 3 clusters Score -414422.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -414468.906250 Penalty: 834.160339
	Iteration 15Q: 3 clusters Score -414468.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -414507.812500 Penalty: 834.160339
	Iteration 16Q: 3 clusters Score -414507.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -414546.062500 Penalty: 834.160339
	Iteration 17Q: 3 clusters Score -414546.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -414587.625000 Penalty: 834.160339
	Iteration 18Q: 3 clusters Score -414587.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -414626.312500 Penalty: 834.160339
	Iteration 19Q: 3 clusters Score -414626.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -414657.687500 Penalty: 834.160339
	Iteration 20F: 3 clusters Score -414657.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -414690.000000 Penalty: 834.160339
	Iteration 21Q: 3 clusters Score -414690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -414712.437500 Penalty: 834.160339
	Iteration 22Q: 3 clusters Score -414712.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -414735.187500 Penalty: 834.160339
	Iteration 23Q: 3 clusters Score -414735.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -414751.093750 Penalty: 834.160339
	Iteration 24Q: 3 clusters Score -414751.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -414766.875000 Penalty: 834.160339
	Iteration 25Q: 3 clusters Score -414766.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -414782.125000 Penalty: 834.160339
	Iteration 26Q: 3 clusters Score -414782.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -414794.062500 Penalty: 834.160339
	Iteration 27Q: 3 clusters Score -414794.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -414805.468750 Penalty: 834.160339
	Iteration 28Q: 3 clusters Score -414805.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -414811.656250 Penalty: 834.160339
	Iteration 29Q: 3 clusters Score -414811.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -414823.468750 Penalty: 834.160339
	Iteration 30Q: 3 clusters Score -414823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -414830.343750 Penalty: 834.160339
	Iteration 31Q: 3 clusters Score -414830.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -414836.718750 Penalty: 834.160339
	Iteration 32Q: 3 clusters Score -414836.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -414844.781250 Penalty: 834.160339
	Iteration 33Q: 3 clusters Score -414844.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -414855.468750 Penalty: 834.160339
	Iteration 34Q: 3 clusters Score -414855.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -414866.312500 Penalty: 834.160339
	Iteration 35Q: 3 clusters Score -414866.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -414877.750000 Penalty: 834.160339
	Iteration 36Q: 3 clusters Score -414877.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -414883.937500 Penalty: 834.160339
	Iteration 37Q: 3 clusters Score -414883.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -414892.750000 Penalty: 834.160339
	Iteration 38Q: 3 clusters Score -414892.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -414904.125000 Penalty: 834.160339
	Iteration 39Q: 3 clusters Score -414904.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -414915.062500 Penalty: 834.160339
	Iteration 40F: 3 clusters Score -414915.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -414923.031250 Penalty: 834.160339
	Iteration 41Q: 3 clusters Score -414923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -414933.156250 Penalty: 834.160339
	Iteration 42Q: 3 clusters Score -414933.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -414944.687500 Penalty: 834.160339
	Iteration 43Q: 3 clusters Score -414944.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -414953.312500 Penalty: 834.160339
	Iteration 44Q: 3 clusters Score -414953.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -414962.156250 Penalty: 834.160339
	Iteration 45Q: 3 clusters Score -414962.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -414976.968750 Penalty: 834.160339
	Iteration 46Q: 3 clusters Score -414977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -414988.062500 Penalty: 834.160339
	Iteration 47Q: 3 clusters Score -414988.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -415000.000000 Penalty: 834.160339
	Iteration 48Q: 3 clusters Score -415000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -415010.437500 Penalty: 834.160339
	Iteration 49Q: 3 clusters Score -415010.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -415022.593750 Penalty: 834.160339
	Iteration 50Q: 3 clusters Score -415022.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -415038.562500 Penalty: 834.160339
	Iteration 51Q: 3 clusters Score -415038.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -415051.000000 Penalty: 834.160339
	Iteration 52Q: 3 clusters Score -415051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -415060.000000 Penalty: 834.160339
	Iteration 53Q: 3 clusters Score -415060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -415064.937500 Penalty: 834.160339
	Iteration 54Q: 3 clusters Score -415064.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -415068.843750 Penalty: 834.160339
	Iteration 55Q: 3 clusters Score -415068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -415071.437500 Penalty: 834.160339
	Iteration 56Q: 3 clusters Score -415071.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -415073.718750 Penalty: 834.160339
	Iteration 57Q: 3 clusters Score -415073.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -415076.750000 Penalty: 834.160339
	Iteration 58Q: 3 clusters Score -415076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -415078.500000 Penalty: 834.160339
	Iteration 59Q: 3 clusters Score -415078.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -415080.031250 Penalty: 834.160339
	Iteration 60F: 3 clusters Score -415080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -415084.750000 Penalty: 834.160339
	Iteration 61Q: 3 clusters Score -415084.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -415087.250000 Penalty: 834.160339
	Iteration 62Q: 3 clusters Score -415087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -415095.812500 Penalty: 834.160339
	Iteration 63Q: 3 clusters Score -415095.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -415103.875000 Penalty: 834.160339
	Iteration 64Q: 3 clusters Score -415103.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -415112.906250 Penalty: 834.160339
	Iteration 65Q: 3 clusters Score -415112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -415119.968750 Penalty: 834.160339
	Iteration 66Q: 3 clusters Score -415120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -415129.562500 Penalty: 834.160339
	Iteration 67Q: 3 clusters Score -415129.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -415138.593750 Penalty: 834.160339
	Iteration 68Q: 3 clusters Score -415138.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -415144.656250 Penalty: 834.160339
	Iteration 69Q: 3 clusters Score -415144.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -415153.843750 Penalty: 834.160339
	Iteration 70Q: 3 clusters Score -415153.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -415158.312500 Penalty: 834.160339
	Iteration 71Q: 3 clusters Score -415158.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -415163.875000 Penalty: 834.160339
	Iteration 72Q: 3 clusters Score -415163.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -415169.031250 Penalty: 834.160339
	Iteration 73Q: 3 clusters Score -415169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -415172.625000 Penalty: 834.160339
	Iteration 74Q: 3 clusters Score -415172.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -415177.906250 Penalty: 834.160339
	Iteration 75Q: 3 clusters Score -415177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -415182.343750 Penalty: 834.160339
	Iteration 76Q: 3 clusters Score -415182.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -415185.125000 Penalty: 834.160339
	Iteration 77Q: 3 clusters Score -415185.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -415188.312500 Penalty: 834.160339
	Iteration 78Q: 3 clusters Score -415188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -415190.437500 Penalty: 834.160339
	Iteration 79Q: 3 clusters Score -415190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -415191.218750 Penalty: 834.160339
	Iteration 80F: 3 clusters Score -415191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -415194.281250 Penalty: 834.160339
	Iteration 81Q: 3 clusters Score -415194.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -415197.312500 Penalty: 834.160339
	Iteration 82Q: 3 clusters Score -415197.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -415201.375000 Penalty: 834.160339
	Iteration 83Q: 3 clusters Score -415201.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -415203.750000 Penalty: 834.160339
	Iteration 84Q: 3 clusters Score -415203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -415205.125000 Penalty: 834.160339
	Iteration 85Q: 3 clusters Score -415205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -415209.437500 Penalty: 834.160339
	Iteration 86Q: 3 clusters Score -415209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -415213.031250 Penalty: 834.160339
	Iteration 87Q: 3 clusters Score -415213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -415217.031250 Penalty: 834.160339
	Iteration 88Q: 3 clusters Score -415217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -415219.062500 Penalty: 834.160339
	Iteration 89Q: 3 clusters Score -415219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -415219.687500 Penalty: 834.160339
	Iteration 90Q: 3 clusters Score -415219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -415219.750000 Penalty: 834.160339
	Iteration 91Q: 3 clusters Score -415219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -415220.843750 Penalty: 834.160339
	Iteration 92Q: 3 clusters Score -415220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -415221.406250 Penalty: 834.160339
	Iteration 93Q: 3 clusters Score -415221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -415221.718750 Penalty: 834.160339
	Iteration 94Q: 3 clusters Score -415221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -415221.750000 Penalty: 834.160339
	Iteration 95Q: 3 clusters Score -415221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -415221.750000 Penalty: 834.160339
	Iteration 96F: 3 clusters Score -415221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Entering Unmasked Estep 
Score: -2806213.250000 Penalty: 502.802490
	Iteration 0F: 2 clusters Score -2806213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -2763939.250000 Penalty: 1005.604980
	Iteration 0F: 3 clusters Score -2763939 nChanged 30512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -2782387.500000 Penalty: 1005.604980
	Iteration 1F: 3 clusters Score -2782388 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2783484.750000 Penalty: 1005.604980
	Iteration 2Q: 3 clusters Score -2783485 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2785550.250000 Penalty: 1005.604980
	Iteration 3F: 3 clusters Score -2785550 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2789130.000000 Penalty: 1005.604980
	Iteration 4F: 3 clusters Score -2789130 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2794268.000000 Penalty: 1005.604980
	Iteration 5F: 3 clusters Score -2794268 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2799583.250000 Penalty: 1005.604980
	Iteration 6F: 3 clusters Score -2799583 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2803023.750000 Penalty: 1005.604980
	Iteration 7F: 3 clusters Score -2803024 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2804658.000000 Penalty: 1005.604980
	Iteration 8Q: 3 clusters Score -2804658 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2805297.000000 Penalty: 1005.604980
	Iteration 9Q: 3 clusters Score -2805297 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2805530.250000 Penalty: 1005.604980
	Iteration 10Q: 3 clusters Score -2805530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2805643.500000 Penalty: 1005.604980
	Iteration 11Q: 3 clusters Score -2805644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2805704.500000 Penalty: 1005.604980
	Iteration 12Q: 3 clusters Score -2805704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2805726.250000 Penalty: 1005.604980
	Iteration 13Q: 3 clusters Score -2805726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2805745.750000 Penalty: 1005.604980
	Iteration 14Q: 3 clusters Score -2805746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2805763.500000 Penalty: 1005.604980
	Iteration 15Q: 3 clusters Score -2805764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2805767.750000 Penalty: 1005.604980
	Iteration 16Q: 3 clusters Score -2805768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2805772.500000 Penalty: 1005.604980
	Iteration 17Q: 3 clusters Score -2805772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2805772.000000 Penalty: 1005.604980
	Iteration 18Q: 3 clusters Score -2805772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2805774.250000 Penalty: 1005.604980
	Iteration 19Q: 3 clusters Score -2805774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2805778.000000 Penalty: 1005.604980
	Iteration 20F: 3 clusters Score -2805778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2805775.250000 Penalty: 1005.604980
	Iteration 21Q: 3 clusters Score -2805775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2805779.750000 Penalty: 1005.604980
	Iteration 22Q: 3 clusters Score -2805780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2805783.750000 Penalty: 1005.604980
	Iteration 23Q: 3 clusters Score -2805784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2805783.250000 Penalty: 1005.604980
	Iteration 24Q: 3 clusters Score -2805783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2805782.750000 Penalty: 1005.604980
	Iteration 25Q: 3 clusters Score -2805783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2805784.750000 Penalty: 1005.604980
	Iteration 26Q: 3 clusters Score -2805785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2805785.000000 Penalty: 1005.604980
	Iteration 27Q: 3 clusters Score -2805785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2805785.000000 Penalty: 1005.604980
	Iteration 28F: 3 clusters Score -2805785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Entering Unmasked Estep 
Score: -1950035.000000 Penalty: 485.839905
	Iteration 0F: 2 clusters Score -1950035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1920886.750000 Penalty: 971.679810
	Iteration 0F: 3 clusters Score -1920887 nChanged 21066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1933793.000000 Penalty: 971.679810
	Iteration 1F: 3 clusters Score -1933793 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1934423.375000 Penalty: 971.679810
	Iteration 2Q: 3 clusters Score -1934423 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1935308.125000 Penalty: 971.679810
	Iteration 3Q: 3 clusters Score -1935308 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1936547.375000 Penalty: 971.679810
	Iteration 4F: 3 clusters Score -1936547 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1938253.125000 Penalty: 971.679810
	Iteration 5F: 3 clusters Score -1938253 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1940566.250000 Penalty: 971.679810
	Iteration 6F: 3 clusters Score -1940566 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1943253.125000 Penalty: 971.679810
	Iteration 7F: 3 clusters Score -1943253 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1945589.750000 Penalty: 971.679810
	Iteration 8F: 3 clusters Score -1945590 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1947321.500000 Penalty: 971.679810
	Iteration 9Q: 3 clusters Score -1947322 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1948435.625000 Penalty: 971.679810
	Iteration 10Q: 3 clusters Score -1948436 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1949036.000000 Penalty: 971.679810
	Iteration 11Q: 3 clusters Score -1949036 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1949336.875000 Penalty: 971.679810
	Iteration 12Q: 3 clusters Score -1949337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1949493.500000 Penalty: 971.679810
	Iteration 13Q: 3 clusters Score -1949494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1949582.250000 Penalty: 971.679810
	Iteration 14Q: 3 clusters Score -1949582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1949645.000000 Penalty: 971.679810
	Iteration 15Q: 3 clusters Score -1949645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1949704.625000 Penalty: 971.679810
	Iteration 16Q: 3 clusters Score -1949705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1949744.250000 Penalty: 971.679810
	Iteration 17Q: 3 clusters Score -1949744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1949773.125000 Penalty: 971.679810
	Iteration 18Q: 3 clusters Score -1949773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1949801.500000 Penalty: 971.679810
	Iteration 19Q: 3 clusters Score -1949802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1949819.125000 Penalty: 971.679810
	Iteration 20F: 3 clusters Score -1949819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1949833.500000 Penalty: 971.679810
	Iteration 21Q: 3 clusters Score -1949834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1949838.000000 Penalty: 971.679810
	Iteration 22Q: 3 clusters Score -1949838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1949840.375000 Penalty: 971.679810
	Iteration 23Q: 3 clusters Score -1949840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1949841.750000 Penalty: 971.679810
	Iteration 24Q: 3 clusters Score -1949842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1949843.500000 Penalty: 971.679810
	Iteration 25Q: 3 clusters Score -1949844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1949844.000000 Penalty: 971.679810
	Iteration 26Q: 3 clusters Score -1949844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1949846.625000 Penalty: 971.679810
	Iteration 27Q: 3 clusters Score -1949847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1949848.000000 Penalty: 971.679810
	Iteration 28Q: 3 clusters Score -1949848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1949848.875000 Penalty: 971.679810
	Iteration 29Q: 3 clusters Score -1949849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1949848.875000 Penalty: 971.679810
	Iteration 30Q: 3 clusters Score -1949849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1949850.875000 Penalty: 971.679810
	Iteration 31Q: 3 clusters Score -1949851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1949849.250000 Penalty: 971.679810
	Iteration 32Q: 3 clusters Score -1949849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1949849.250000 Penalty: 971.679810
	Iteration 33F: 3 clusters Score -1949849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 141819 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7236 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 20499 members 
Mstep: Class 7 contains 36693 members 
Mstep: Class 8 contains 144760 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 45084 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 36065 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8186 members 
Mstep: Class 15 contains 22125 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 125647 members 
Mstep: Class 18 contains 41127 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 50081 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277804 members 
Mstep: Class 25 contains 9572 members 
Mstep: Class 26 contains 62982 members 
Mstep: Class 27 contains 43382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951980.000000 Penalty: 17107.082031
Iteration 479Q: 28 clusters Score -4.695198e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 143004 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 20497 members 
Mstep: Class 7 contains 36691 members 
Mstep: Class 8 contains 144692 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 45091 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 36064 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8184 members 
Mstep: Class 15 contains 22130 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 124368 members 
Mstep: Class 18 contains 41122 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49983 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 277988 members 
Mstep: Class 25 contains 9572 members 
Mstep: Class 26 contains 62948 members 
Mstep: Class 27 contains 43501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952132.000000 Penalty: 17107.082031
Iteration 480F: 28 clusters Score -4.695213e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 144174 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 36677 members 
Mstep: Class 8 contains 144625 members 
Mstep: Class 9 contains 11026 members 
Mstep: Class 10 contains 45074 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 36053 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8183 members 
Mstep: Class 15 contains 22133 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 123045 members 
Mstep: Class 18 contains 41120 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49923 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 278196 members 
Mstep: Class 25 contains 9579 members 
Mstep: Class 26 contains 62924 members 
Mstep: Class 27 contains 43634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951764.000000 Penalty: 17107.082031
Iteration 481Q: 28 clusters Score -4.695176e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 145335 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 20497 members 
Mstep: Class 7 contains 36667 members 
Mstep: Class 8 contains 144587 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 44993 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 36047 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8185 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 121607 members 
Mstep: Class 18 contains 41116 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49912 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 278542 members 
Mstep: Class 25 contains 9571 members 
Mstep: Class 26 contains 62899 members 
Mstep: Class 27 contains 43755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952212.000000 Penalty: 17107.082031
Iteration 482Q: 28 clusters Score -4.695221e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 146521 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7226 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20496 members 
Mstep: Class 7 contains 36665 members 
Mstep: Class 8 contains 144579 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 44861 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 36038 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 22143 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 120043 members 
Mstep: Class 18 contains 41105 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49954 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 269 members 
Mstep: Class 24 contains 278952 members 
Mstep: Class 25 contains 9575 members 
Mstep: Class 26 contains 62887 members 
Mstep: Class 27 contains 43868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952252.000000 Penalty: 17107.082031
Iteration 483Q: 28 clusters Score -4.695225e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 147719 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7221 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20499 members 
Mstep: Class 7 contains 36661 members 
Mstep: Class 8 contains 144522 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 44852 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 36031 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22150 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 118604 members 
Mstep: Class 18 contains 41083 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49833 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 279304 members 
Mstep: Class 25 contains 9571 members 
Mstep: Class 26 contains 62888 members 
Mstep: Class 27 contains 43975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952280.000000 Penalty: 17107.082031
Iteration 484Q: 28 clusters Score -4.695228e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 148869 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7212 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 36663 members 
Mstep: Class 8 contains 144389 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 36020 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 22159 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 117130 members 
Mstep: Class 18 contains 41059 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49732 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 279690 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 62890 members 
Mstep: Class 27 contains 44089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952308.000000 Penalty: 17107.082031
Iteration 485Q: 28 clusters Score -4.695231e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 150016 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20505 members 
Mstep: Class 7 contains 36660 members 
Mstep: Class 8 contains 144272 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 45018 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 36011 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 15 contains 22165 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 115739 members 
Mstep: Class 18 contains 41026 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49606 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 280008 members 
Mstep: Class 25 contains 9561 members 
Mstep: Class 26 contains 62900 members 
Mstep: Class 27 contains 44216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952552.000000 Penalty: 17107.082031
Iteration 486Q: 28 clusters Score -4.695255e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 151135 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7188 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 7 contains 36669 members 
Mstep: Class 8 contains 144176 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 45031 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 36004 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 22173 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 114244 members 
Mstep: Class 18 contains 40984 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49559 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 280378 members 
Mstep: Class 25 contains 9564 members 
Mstep: Class 26 contains 62926 members 
Mstep: Class 27 contains 44366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952672.000000 Penalty: 17107.082031
Iteration 487Q: 28 clusters Score -4.695267e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 152198 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 7 contains 36663 members 
Mstep: Class 8 contains 144099 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 45012 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 36002 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 22180 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 112712 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49531 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 267 members 
Mstep: Class 24 contains 280841 members 
Mstep: Class 25 contains 9564 members 
Mstep: Class 26 contains 62960 members 
Mstep: Class 27 contains 44520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952728.000000 Penalty: 17107.082031
Iteration 488Q: 28 clusters Score -4.695273e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 153285 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 20512 members 
Mstep: Class 7 contains 36657 members 
Mstep: Class 8 contains 143979 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 45067 members 
Mstep: Class 11 contains 4078 members 
Mstep: Class 12 contains 35998 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 111215 members 
Mstep: Class 18 contains 40886 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49473 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 281260 members 
Mstep: Class 25 contains 9560 members 
Mstep: Class 26 contains 62999 members 
Mstep: Class 27 contains 44668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952600.000000 Penalty: 17107.082031
Iteration 489Q: 28 clusters Score -4.69526e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 154314 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7171 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 20515 members 
Mstep: Class 7 contains 36657 members 
Mstep: Class 8 contains 143879 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 10 contains 45085 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 35990 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8203 members 
Mstep: Class 15 contains 22190 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 109705 members 
Mstep: Class 18 contains 40837 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49416 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 281777 members 
Mstep: Class 25 contains 9566 members 
Mstep: Class 26 contains 63033 members 
Mstep: Class 27 contains 44809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952656.000000 Penalty: 17107.082031
Iteration 490Q: 28 clusters Score -4.695266e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 155333 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 20522 members 
Mstep: Class 7 contains 36656 members 
Mstep: Class 8 contains 143765 members 
Mstep: Class 9 contains 11005 members 
Mstep: Class 10 contains 45117 members 
Mstep: Class 11 contains 4056 members 
Mstep: Class 12 contains 35988 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 22191 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 108210 members 
Mstep: Class 18 contains 40786 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49335 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 282298 members 
Mstep: Class 25 contains 9572 members 
Mstep: Class 26 contains 63075 members 
Mstep: Class 27 contains 44943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952428.000000 Penalty: 17107.082031
Iteration 491Q: 28 clusters Score -4.695243e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 156315 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 20526 members 
Mstep: Class 7 contains 36651 members 
Mstep: Class 8 contains 143647 members 
Mstep: Class 9 contains 10997 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 11 contains 4049 members 
Mstep: Class 12 contains 35983 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8203 members 
Mstep: Class 15 contains 22194 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 106673 members 
Mstep: Class 18 contains 40739 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49309 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 282833 members 
Mstep: Class 25 contains 9578 members 
Mstep: Class 26 contains 63112 members 
Mstep: Class 27 contains 45093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952032.000000 Penalty: 17107.082031
Iteration 492Q: 28 clusters Score -4.695203e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 157276 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 20526 members 
Mstep: Class 7 contains 36651 members 
Mstep: Class 8 contains 143530 members 
Mstep: Class 9 contains 10990 members 
Mstep: Class 10 contains 45173 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 35977 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 105237 members 
Mstep: Class 18 contains 40708 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49307 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 283271 members 
Mstep: Class 25 contains 9579 members 
Mstep: Class 26 contains 63143 members 
Mstep: Class 27 contains 45241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952004.000000 Penalty: 17107.082031
Iteration 493Q: 28 clusters Score -4.6952e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 158230 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 20527 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 143435 members 
Mstep: Class 9 contains 10988 members 
Mstep: Class 10 contains 45156 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 35973 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 22199 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 103795 members 
Mstep: Class 18 contains 40688 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49348 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 283687 members 
Mstep: Class 25 contains 9590 members 
Mstep: Class 26 contains 63170 members 
Mstep: Class 27 contains 45380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951888.000000 Penalty: 17107.082031
Iteration 494Q: 28 clusters Score -4.695189e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 159191 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7165 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 143320 members 
Mstep: Class 9 contains 10991 members 
Mstep: Class 10 contains 45208 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 35963 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 22201 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 102440 members 
Mstep: Class 18 contains 40652 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49277 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 284052 members 
Mstep: Class 25 contains 9609 members 
Mstep: Class 26 contains 63195 members 
Mstep: Class 27 contains 45536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951896.000000 Penalty: 17107.082031
Iteration 495Q: 28 clusters Score -4.69519e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 160141 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 7167 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 20529 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 143253 members 
Mstep: Class 9 contains 10995 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 35958 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8206 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 101072 members 
Mstep: Class 18 contains 40615 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49284 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 284383 members 
Mstep: Class 25 contains 9630 members 
Mstep: Class 26 contains 63226 members 
Mstep: Class 27 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951740.000000 Penalty: 17107.082031
Iteration 496Q: 28 clusters Score -4.695174e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 161080 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 20532 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 143199 members 
Mstep: Class 9 contains 10999 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 35952 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8210 members 
Mstep: Class 15 contains 22203 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 99670 members 
Mstep: Class 18 contains 40580 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49359 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 284701 members 
Mstep: Class 25 contains 9641 members 
Mstep: Class 26 contains 63263 members 
Mstep: Class 27 contains 45902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951584.000000 Penalty: 17107.082031
Iteration 497Q: 28 clusters Score -4.695158e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 161905 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 7176 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 20532 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 143117 members 
Mstep: Class 9 contains 11003 members 
Mstep: Class 10 contains 44962 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 35954 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8211 members 
Mstep: Class 15 contains 22202 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 98242 members 
Mstep: Class 18 contains 40545 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49484 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 285126 members 
Mstep: Class 25 contains 9649 members 
Mstep: Class 26 contains 63301 members 
Mstep: Class 27 contains 46116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951588.000000 Penalty: 17107.082031
Iteration 498Q: 28 clusters Score -4.695159e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 162783 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 7183 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 20532 members 
Mstep: Class 7 contains 36635 members 
Mstep: Class 8 contains 142989 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 35955 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8215 members 
Mstep: Class 15 contains 22202 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 96928 members 
Mstep: Class 18 contains 40514 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49540 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 285412 members 
Mstep: Class 25 contains 9652 members 
Mstep: Class 26 contains 63340 members 
Mstep: Class 27 contains 46331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951768.000000 Penalty: 17107.082031
Iteration 499Q: 28 clusters Score -4.695177e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 163653 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 7194 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 20533 members 
Mstep: Class 7 contains 36623 members 
Mstep: Class 8 contains 142864 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 44937 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 35960 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 22202 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 95611 members 
Mstep: Class 18 contains 40480 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 49597 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 285644 members 
Mstep: Class 25 contains 9647 members 
Mstep: Class 26 contains 63371 members 
Mstep: Class 27 contains 46595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951916.000000 Penalty: 17107.082031
Iteration 500F: 28 clusters Score -4.695192e+07 nChanged 3297
Maximum iterations exceeded
23->28 Clusters: Score -46951916.000000, best is -46957668.000000

Starting from 24 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 48721 members 
Mstep: Class 3 contains 48465 members 
Mstep: Class 4 contains 48517 members 
Mstep: Class 5 contains 48563 members 
Mstep: Class 6 contains 48503 members 
Mstep: Class 7 contains 48847 members 
Mstep: Class 8 contains 48337 members 
Mstep: Class 9 contains 48555 members 
Mstep: Class 10 contains 48166 members 
Mstep: Class 11 contains 48343 members 
Mstep: Class 12 contains 48501 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 48560 members 
Mstep: Class 15 contains 48351 members 
Mstep: Class 16 contains 48932 members 
Mstep: Class 17 contains 48615 members 
Mstep: Class 18 contains 48798 members 
Mstep: Class 19 contains 48352 members 
Mstep: Class 20 contains 48632 members 
Mstep: Class 21 contains 48187 members 
Mstep: Class 22 contains 48561 members 
Mstep: Class 23 contains 48145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 38.974281 but Gain 633.595703
Score: -43687872.000000 Penalty: 13939.103516
Iteration 0F: 23 clusters Score -4.368787e+07 nChanged 1066163
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 103957 members 
Mstep: Class 3 contains 68708 members 
Mstep: Class 4 contains 144294 members 
Mstep: Class 5 contains 35206 members 
Mstep: Class 6 contains 73242 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 9940 members 
Mstep: Class 9 contains 23495 members 
Mstep: Class 10 contains 20277 members 
Mstep: Class 11 contains 104878 members 
Mstep: Class 12 contains 31230 members 
Mstep: Class 13 contains 88013 members 
Mstep: Class 14 contains 38770 members 
Mstep: Class 15 contains 13601 members 
Mstep: Class 16 contains 67061 members 
Mstep: Class 17 contains 39907 members 
Mstep: Class 18 contains 19735 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 33153 members 
Mstep: Class 21 contains 20381 members 
Mstep: Class 22 contains 45760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45639308.000000 Penalty: 13939.103516
Iteration 1F: 23 clusters Score -4.563931e+07 nChanged 334306
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 114328 members 
Mstep: Class 3 contains 57716 members 
Mstep: Class 4 contains 193816 members 
Mstep: Class 5 contains 34469 members 
Mstep: Class 6 contains 62535 members 
Mstep: Class 7 contains 17586 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 20026 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 115518 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 114956 members 
Mstep: Class 14 contains 27914 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 63837 members 
Mstep: Class 17 contains 32475 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 14713 members 
Mstep: Class 20 contains 29692 members 
Mstep: Class 21 contains 13530 members 
Mstep: Class 22 contains 38181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45923324.000000 Penalty: 13939.103516
Iteration 2F: 23 clusters Score -4.592332e+07 nChanged 234301
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 120724 members 
Mstep: Class 2 contains 112815 members 
Mstep: Class 3 contains 42181 members 
Mstep: Class 4 contains 276434 members 
Mstep: Class 5 contains 30087 members 
Mstep: Class 6 contains 46443 members 
Mstep: Class 7 contains 11761 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 23927 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 122229 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 133963 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 58565 members 
Mstep: Class 17 contains 21893 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 23766 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 27239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46137200.000000 Penalty: 13939.103516
Iteration 3F: 23 clusters Score -4.61372e+07 nChanged 221347
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 94415 members 
Mstep: Class 3 contains 25049 members 
Mstep: Class 4 contains 406688 members 
Mstep: Class 5 contains 21955 members 
Mstep: Class 6 contains 27019 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 27916 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 120597 members 
Mstep: Class 12 contains 6271 members 
Mstep: Class 13 contains 142277 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 50348 members 
Mstep: Class 17 contains 11936 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 16487 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 15548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 260.767883 but Gain 633.595703
Score: -46331892.000000 Penalty: 13305.507812
Iteration 4F: 22 clusters Score -4.633189e+07 nChanged 208787
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 58870 members 
Mstep: Class 3 contains 13633 members 
Mstep: Class 4 contains 557686 members 
Mstep: Class 5 contains 13574 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 4983 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 30901 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 111320 members 
Mstep: Class 12 contains 3704 members 
Mstep: Class 13 contains 139519 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 16 contains 40566 members 
Mstep: Class 17 contains 7144 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 958 members 
Mstep: Class 20 contains 10356 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 377.762817 but Gain 633.595703
Score: -46443356.000000 Penalty: 12671.912109
Iteration 5F: 21 clusters Score -4.644336e+07 nChanged 152095
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 28886 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 664094 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 5513 members 
Mstep: Class 7 contains 5358 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 33732 members 
Mstep: Class 10 contains 1560 members 
Mstep: Class 11 contains 102932 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 136242 members 
Mstep: Class 14 contains 3592 members 
Mstep: Class 16 contains 31503 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46462848.000000 Penalty: 12671.912109
Iteration 6F: 21 clusters Score -4.646285e+07 nChanged 90649
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 14684 members 
Mstep: Class 3 contains 5992 members 
Mstep: Class 4 contains 707645 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 37817 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 98213 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 138405 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 16 contains 26017 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 800 members 
Mstep: Class 22 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 474.862488 but Gain 633.595703
Score: -46462840.000000 Penalty: 12038.316406
Iteration 7F: 20 clusters Score -4.646284e+07 nChanged 67826
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 8808 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 719950 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 41998 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 96528 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 144157 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 16 contains 22534 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 22 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 542.854065 but Gain 633.594727
Score: -46477916.000000 Penalty: 11404.721680
Iteration 8F: 19 clusters Score -4.647792e+07 nChanged 55717
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 717209 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 45263 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 98962 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 152527 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 22 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46504676.000000 Penalty: 11404.721680
Iteration 9Q: 19 clusters Score -4.650468e+07 nChanged 49456
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 705917 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 46783 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 105292 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 163083 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 16 contains 17963 members 
Mstep: Class 17 contains 14666 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 22 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 460.540588 but Gain 633.595703
Score: -46537856.000000 Penalty: 10771.125977
Iteration 10Q: 18 clusters Score -4.653786e+07 nChanged 46903
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 690289 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 47256 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 113761 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 175404 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 17 contains 16755 members 
Mstep: Class 20 contains 1497 members 
Mstep: Class 22 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 632.858643 but Gain 633.595703
Score: -46573620.000000 Penalty: 10137.530273
Iteration 11Q: 17 clusters Score -4.657362e+07 nChanged 44700
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 672054 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 8 contains 1972 members 
Mstep: Class 9 contains 46961 members 
Mstep: Class 11 contains 122976 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 189608 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 22 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46607672.000000 Penalty: 10137.530273
Iteration 12Q: 17 clusters Score -4.660767e+07 nChanged 43054
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 4259 members 
Mstep: Class 4 contains 651943 members 
Mstep: Class 5 contains 1180 members 
Mstep: Class 7 contains 17384 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 46143 members 
Mstep: Class 11 contains 132058 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 205636 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 16 contains 14955 members 
Mstep: Class 17 contains 19345 members 
Mstep: Class 20 contains 985 members 
Mstep: Class 22 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46636556.000000 Penalty: 10137.530273
Iteration 13Q: 17 clusters Score -4.663656e+07 nChanged 42244
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 631385 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 7 contains 18057 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 44970 members 
Mstep: Class 11 contains 139762 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 223938 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 16 contains 14145 members 
Mstep: Class 17 contains 19721 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 22 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 574.655457 but Gain 633.595703
Score: -46656440.000000 Penalty: 9503.934570
Iteration 14Q: 16 clusters Score -4.665644e+07 nChanged 43385
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 609596 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 7 contains 18382 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 43724 members 
Mstep: Class 11 contains 146011 members 
Mstep: Class 12 contains 1387 members 
Mstep: Class 13 contains 245310 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 16 contains 13206 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 20 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46667860.000000 Penalty: 9503.934570
Iteration 15Q: 16 clusters Score -4.666786e+07 nChanged 40515
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 583627 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 43095 members 
Mstep: Class 11 contains 151152 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 269634 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 16 contains 12341 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 20 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 565.727295 but Gain 633.595703
Score: -46684052.000000 Penalty: 8870.338867
Iteration 16Q: 15 clusters Score -4.668405e+07 nChanged 38892
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 556955 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 1016 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 11 contains 154609 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 295625 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 19951 members 
Mstep: Class 20 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46706940.000000 Penalty: 8870.338867
Iteration 17Q: 15 clusters Score -4.670694e+07 nChanged 46185
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 522000 members 
Mstep: Class 5 contains 889 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 11 contains 156645 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 330235 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 16 contains 11001 members 
Mstep: Class 17 contains 20002 members 
Mstep: Class 20 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46733648.000000 Penalty: 8870.338867
Iteration 18Q: 15 clusters Score -4.673365e+07 nChanged 72183
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 465465 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 7 contains 19622 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 42668 members 
Mstep: Class 11 contains 158770 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 386365 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 20035 members 
Mstep: Class 20 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 599.938049 but Gain 633.595703
Score: -46753908.000000 Penalty: 8236.743164
Iteration 19F: 14 clusters Score -4.675391e+07 nChanged 98729
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 388228 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 11 contains 162248 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 462704 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 9740 members 
Mstep: Class 17 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46747940.000000 Penalty: 8236.743164
Iteration 20F: 14 clusters Score -4.674794e+07 nChanged 88141
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 322692 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 7 contains 19948 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 11 contains 170093 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 522081 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 16 contains 8870 members 
Mstep: Class 17 contains 19882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46735696.000000 Penalty: 8236.743164
Iteration 21F: 14 clusters Score -4.67357e+07 nChanged 60247
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 288987 members 
Mstep: Class 5 contains 490 members 
Mstep: Class 7 contains 20220 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 43259 members 
Mstep: Class 11 contains 181257 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 544919 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 610.050171 but Gain 633.595703
Score: -46741172.000000 Penalty: 7603.147461
Iteration 22F: 13 clusters Score -4.674117e+07 nChanged 49256
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 278428 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 43430 members 
Mstep: Class 11 contains 192560 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 545503 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 16 contains 6726 members 
Mstep: Class 17 contains 20270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46745228.000000 Penalty: 7603.147461
Iteration 23Q: 13 clusters Score -4.674523e+07 nChanged 40361
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 278785 members 
Mstep: Class 7 contains 20920 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 43538 members 
Mstep: Class 11 contains 203206 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 535328 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 20451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 604.144592 but Gain 633.595703
Score: -46749276.000000 Penalty: 6969.551758
Iteration 24Q: 12 clusters Score -4.674928e+07 nChanged 34061
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 285354 members 
Mstep: Class 7 contains 21458 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 43754 members 
Mstep: Class 11 contains 213447 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 13 contains 519221 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 20740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46752952.000000 Penalty: 6969.551758
Iteration 25Q: 12 clusters Score -4.675295e+07 nChanged 29010
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 295283 members 
Mstep: Class 7 contains 22005 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 11 contains 223523 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 499240 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 21068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 626.889465 but Gain 633.595703
Score: -46757136.000000 Penalty: 6335.956055
Iteration 26Q: 11 clusters Score -4.675714e+07 nChanged 28350
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 307597 members 
Mstep: Class 7 contains 22594 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 44025 members 
Mstep: Class 11 contains 234457 members 
Mstep: Class 13 contains 476064 members 
Mstep: Class 16 contains 3450 members 
Mstep: Class 17 contains 21401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46763212.000000 Penalty: 6335.956055
Iteration 27Q: 11 clusters Score -4.676321e+07 nChanged 29996
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 321310 members 
Mstep: Class 7 contains 23204 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 44193 members 
Mstep: Class 11 contains 245528 members 
Mstep: Class 13 contains 450380 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 17 contains 21859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46769732.000000 Penalty: 6335.956055
Iteration 28Q: 11 clusters Score -4.676973e+07 nChanged 30858
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 335016 members 
Mstep: Class 7 contains 23801 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 44215 members 
Mstep: Class 11 contains 257203 members 
Mstep: Class 13 contains 424027 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 22354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46777528.000000 Penalty: 6335.956055
Iteration 29Q: 11 clusters Score -4.677753e+07 nChanged 29792
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 347337 members 
Mstep: Class 7 contains 24300 members 
Mstep: Class 8 contains 681 members 
Mstep: Class 9 contains 44026 members 
Mstep: Class 11 contains 269232 members 
Mstep: Class 13 contains 399141 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 22677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46784880.000000 Penalty: 6335.956055
Iteration 30Q: 11 clusters Score -4.678488e+07 nChanged 28052
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 356984 members 
Mstep: Class 7 contains 24763 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 43722 members 
Mstep: Class 11 contains 281791 members 
Mstep: Class 13 contains 376617 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 22881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46791968.000000 Penalty: 6335.956055
Iteration 31Q: 11 clusters Score -4.679197e+07 nChanged 25261
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 363222 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 43466 members 
Mstep: Class 11 contains 294427 members 
Mstep: Class 13 contains 357417 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 23040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46797232.000000 Penalty: 6335.956055
Iteration 32Q: 11 clusters Score -4.679723e+07 nChanged 23099
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 3 contains 4138 members 
Mstep: Class 4 contains 365577 members 
Mstep: Class 7 contains 25580 members 
Mstep: Class 8 contains 568 members 
Mstep: Class 9 contains 43216 members 
Mstep: Class 11 contains 307661 members 
Mstep: Class 13 contains 341466 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 23220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46801784.000000 Penalty: 6335.956055
Iteration 33Q: 11 clusters Score -4.680178e+07 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 364743 members 
Mstep: Class 7 contains 25989 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 43031 members 
Mstep: Class 11 contains 321773 members 
Mstep: Class 13 contains 327773 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 23390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 608.753418 but Gain 633.595215
Score: -46805548.000000 Penalty: 5702.360840
Iteration 34Q: 10 clusters Score -4.680555e+07 nChanged 22896
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 361527 members 
Mstep: Class 7 contains 26530 members 
Mstep: Class 9 contains 42907 members 
Mstep: Class 11 contains 336892 members 
Mstep: Class 13 contains 315457 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 23765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46811812.000000 Penalty: 5702.360840
Iteration 35Q: 10 clusters Score -4.681181e+07 nChanged 22284
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 356105 members 
Mstep: Class 7 contains 26922 members 
Mstep: Class 9 contains 42769 members 
Mstep: Class 11 contains 352410 members 
Mstep: Class 13 contains 304878 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 23913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46817748.000000 Penalty: 5702.360840
Iteration 36Q: 10 clusters Score -4.681775e+07 nChanged 22425
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 348839 members 
Mstep: Class 7 contains 27323 members 
Mstep: Class 9 contains 42649 members 
Mstep: Class 11 contains 368218 members 
Mstep: Class 13 contains 295844 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 24053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46823508.000000 Penalty: 5702.360840
Iteration 37Q: 10 clusters Score -4.682351e+07 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 340263 members 
Mstep: Class 7 contains 27731 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 11 contains 384252 members 
Mstep: Class 13 contains 287866 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 24158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46828200.000000 Penalty: 5702.360840
Iteration 38Q: 10 clusters Score -4.68282e+07 nChanged 24195
Entering ConstructFrom: 
Score: -46828200.000000 Penalty: 5702.360840
Entering ConstructFrom: 
Trying to split cluster 1 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -87414.695312 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -87414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -86156.320312 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -86156.32 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -86511.476562 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -86511.48 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -86581.289062 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -86581.29 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -86638.523438 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -86638.52 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -86699.109375 Penalty: 674.999817
	Iteration 4F: 3 clusters Score -86699.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -86758.578125 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -86758.58 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86827.460938 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -86827.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -86894.914062 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -86894.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86924.773438 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -86924.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -86937.007812 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -86937.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -86946.117188 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -86946.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -86950.203125 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -86950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -86951.523438 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -86951.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -86952.656250 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -86952.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -86953.281250 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -86953.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -86954.242188 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -86954.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -86954.781250 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -86954.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -86954.820312 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -86954.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -86954.820312 Penalty: 674.999817
	Iteration 18F: 3 clusters Score -86954.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -223982.203125 Penalty: 385.882935
	Iteration 0F: 2 clusters Score -223982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -220726.390625 Penalty: 771.765869
	Iteration 0F: 3 clusters Score -220726.4 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -221961.359375 Penalty: 771.765869
	Iteration 1F: 3 clusters Score -221961.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -222044.671875 Penalty: 771.765869
	Iteration 2Q: 3 clusters Score -222044.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -222116.687500 Penalty: 771.765869
	Iteration 3Q: 3 clusters Score -222116.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -222193.843750 Penalty: 771.765869
	Iteration 4Q: 3 clusters Score -222193.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -222306.640625 Penalty: 771.765869
	Iteration 5Q: 3 clusters Score -222306.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -222458.468750 Penalty: 771.765869
	Iteration 6Q: 3 clusters Score -222458.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -222660.625000 Penalty: 771.765869
	Iteration 7Q: 3 clusters Score -222660.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -222876.375000 Penalty: 771.765869
	Iteration 8Q: 3 clusters Score -222876.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -223059.937500 Penalty: 771.765869
	Iteration 9Q: 3 clusters Score -223059.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -223180.156250 Penalty: 771.765869
	Iteration 10Q: 3 clusters Score -223180.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -223240.281250 Penalty: 771.765869
	Iteration 11Q: 3 clusters Score -223240.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -223265.500000 Penalty: 771.765869
	Iteration 12Q: 3 clusters Score -223265.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -223286.796875 Penalty: 771.765869
	Iteration 13Q: 3 clusters Score -223286.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223300.281250 Penalty: 771.765869
	Iteration 14Q: 3 clusters Score -223300.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -223306.828125 Penalty: 771.765869
	Iteration 15Q: 3 clusters Score -223306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -223312.609375 Penalty: 771.765869
	Iteration 16Q: 3 clusters Score -223312.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223318.265625 Penalty: 771.765869
	Iteration 17Q: 3 clusters Score -223318.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -223326.250000 Penalty: 771.765869
	Iteration 18Q: 3 clusters Score -223326.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223334.812500 Penalty: 771.765869
	Iteration 19Q: 3 clusters Score -223334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -223339.093750 Penalty: 771.765869
	Iteration 20F: 3 clusters Score -223339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -223342.359375 Penalty: 771.765869
	Iteration 21Q: 3 clusters Score -223342.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223345.343750 Penalty: 771.765869
	Iteration 22Q: 3 clusters Score -223345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -223347.390625 Penalty: 771.765869
	Iteration 23Q: 3 clusters Score -223347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -223348.359375 Penalty: 771.765869
	Iteration 24Q: 3 clusters Score -223348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223348.906250 Penalty: 771.765869
	Iteration 25Q: 3 clusters Score -223348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223349.406250 Penalty: 771.765869
	Iteration 26Q: 3 clusters Score -223349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -223350.140625 Penalty: 771.765869
	Iteration 27Q: 3 clusters Score -223350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -223351.421875 Penalty: 771.765869
	Iteration 28Q: 3 clusters Score -223351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -223352.781250 Penalty: 771.765869
	Iteration 29Q: 3 clusters Score -223352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -223354.562500 Penalty: 771.765869
	Iteration 30Q: 3 clusters Score -223354.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223355.593750 Penalty: 771.765869
	Iteration 31Q: 3 clusters Score -223355.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223356.640625 Penalty: 771.765869
	Iteration 32Q: 3 clusters Score -223356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223358.531250 Penalty: 771.765869
	Iteration 33Q: 3 clusters Score -223358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223359.812500 Penalty: 771.765869
	Iteration 34Q: 3 clusters Score -223359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223360.218750 Penalty: 771.765869
	Iteration 35Q: 3 clusters Score -223360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223360.375000 Penalty: 771.765869
	Iteration 36Q: 3 clusters Score -223360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223360.796875 Penalty: 771.765869
	Iteration 37Q: 3 clusters Score -223360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223360.953125 Penalty: 771.765869
	Iteration 38Q: 3 clusters Score -223361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223360.968750 Penalty: 771.765869
	Iteration 39Q: 3 clusters Score -223361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223361.265625 Penalty: 771.765869
	Iteration 40F: 3 clusters Score -223361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -223362.156250 Penalty: 771.765869
	Iteration 41Q: 3 clusters Score -223362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223362.421875 Penalty: 771.765869
	Iteration 42Q: 3 clusters Score -223362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -223362.562500 Penalty: 771.765869
	Iteration 43Q: 3 clusters Score -223362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223362.625000 Penalty: 771.765869
	Iteration 44Q: 3 clusters Score -223362.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223362.625000 Penalty: 771.765869
	Iteration 45F: 3 clusters Score -223362.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (330785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330785 members 
Entering Unmasked Estep 
Score: -14403825.000000 Penalty: 578.269653
	Iteration 0F: 2 clusters Score -1.440382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -14192033.000000 Penalty: 1156.539307
	Iteration 0F: 3 clusters Score -1.419203e+07 nChanged 163533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -14299145.000000 Penalty: 1156.539307
	Iteration 1F: 3 clusters Score -1.429914e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -14307634.000000 Penalty: 1156.539307
	Iteration 2Q: 3 clusters Score -1.430763e+07 nChanged 19071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180109 members 
Mstep: Class 2 contains 150676 members 
Entering Unmasked Estep 
Score: -14321397.000000 Penalty: 1156.539307
	Iteration 3F: 3 clusters Score -1.43214e+07 nChanged 21246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183633 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -14338694.000000 Penalty: 1156.539307
	Iteration 4F: 3 clusters Score -1.433869e+07 nChanged 20621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186296 members 
Mstep: Class 2 contains 144489 members 
Entering Unmasked Estep 
Score: -14353234.000000 Penalty: 1156.539307
	Iteration 5F: 3 clusters Score -1.435323e+07 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188302 members 
Mstep: Class 2 contains 142483 members 
Entering Unmasked Estep 
Score: -14359305.000000 Penalty: 1156.539307
	Iteration 6Q: 3 clusters Score -1.43593e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190253 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -14361135.000000 Penalty: 1156.539307
	Iteration 7Q: 3 clusters Score -1.436114e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192221 members 
Mstep: Class 2 contains 138564 members 
Entering Unmasked Estep 
Score: -14362271.000000 Penalty: 1156.539307
	Iteration 8Q: 3 clusters Score -1.436227e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194335 members 
Mstep: Class 2 contains 136450 members 
Entering Unmasked Estep 
Score: -14363473.000000 Penalty: 1156.539307
	Iteration 9Q: 3 clusters Score -1.436347e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 134194 members 
Entering Unmasked Estep 
Score: -14364725.000000 Penalty: 1156.539307
	Iteration 10Q: 3 clusters Score -1.436472e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199040 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -14366247.000000 Penalty: 1156.539307
	Iteration 11Q: 3 clusters Score -1.436625e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202005 members 
Mstep: Class 2 contains 128780 members 
Entering Unmasked Estep 
Score: -14367848.000000 Penalty: 1156.539307
	Iteration 12Q: 3 clusters Score -1.436785e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205587 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -14369848.000000 Penalty: 1156.539307
	Iteration 13Q: 3 clusters Score -1.436985e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209745 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -14371977.000000 Penalty: 1156.539307
	Iteration 14Q: 3 clusters Score -1.437198e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214319 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -14374173.000000 Penalty: 1156.539307
	Iteration 15Q: 3 clusters Score -1.437417e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219257 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -14376633.000000 Penalty: 1156.539307
	Iteration 16Q: 3 clusters Score -1.437663e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224526 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -14379186.000000 Penalty: 1156.539307
	Iteration 17Q: 3 clusters Score -1.437919e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230097 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -14382008.000000 Penalty: 1156.539307
	Iteration 18Q: 3 clusters Score -1.438201e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235830 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -14384749.000000 Penalty: 1156.539307
	Iteration 19Q: 3 clusters Score -1.438475e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241455 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -14387286.000000 Penalty: 1156.539307
	Iteration 20F: 3 clusters Score -1.438729e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246837 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -14389656.000000 Penalty: 1156.539307
	Iteration 21Q: 3 clusters Score -1.438966e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252134 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -14392236.000000 Penalty: 1156.539307
	Iteration 22Q: 3 clusters Score -1.439224e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257131 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -14394935.000000 Penalty: 1156.539307
	Iteration 23Q: 3 clusters Score -1.439494e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261757 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -14397385.000000 Penalty: 1156.539307
	Iteration 24Q: 3 clusters Score -1.439738e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265767 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -14400313.000000 Penalty: 1156.539307
	Iteration 25Q: 3 clusters Score -1.440031e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269166 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -14403761.000000 Penalty: 1156.539307
	Iteration 26Q: 3 clusters Score -1.440376e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271856 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -14407337.000000 Penalty: 1156.539307
	Iteration 27Q: 3 clusters Score -1.440734e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273638 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -14410125.000000 Penalty: 1156.539307
	Iteration 28Q: 3 clusters Score -1.441012e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274528 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -14411951.000000 Penalty: 1156.539307
	Iteration 29Q: 3 clusters Score -1.441195e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274937 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -14413257.000000 Penalty: 1156.539307
	Iteration 30Q: 3 clusters Score -1.441326e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274919 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -14413918.000000 Penalty: 1156.539307
	Iteration 31Q: 3 clusters Score -1.441392e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274680 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -14414176.000000 Penalty: 1156.539307
	Iteration 32Q: 3 clusters Score -1.441418e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274429 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -14414242.000000 Penalty: 1156.539307
	Iteration 33Q: 3 clusters Score -1.441424e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274244 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -14414262.000000 Penalty: 1156.539307
	Iteration 34Q: 3 clusters Score -1.441426e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274048 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -14414227.000000 Penalty: 1156.539307
	Iteration 35Q: 3 clusters Score -1.441423e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273844 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -14414235.000000 Penalty: 1156.539307
	Iteration 36Q: 3 clusters Score -1.441424e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273627 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -14414201.000000 Penalty: 1156.539307
	Iteration 37Q: 3 clusters Score -1.44142e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273438 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -14414138.000000 Penalty: 1156.539307
	Iteration 38Q: 3 clusters Score -1.441414e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273288 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -14414151.000000 Penalty: 1156.539307
	Iteration 39Q: 3 clusters Score -1.441415e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273145 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -14414819.000000 Penalty: 1156.539307
	Iteration 40F: 3 clusters Score -1.441482e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272293 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -14414933.000000 Penalty: 1156.539307
	Iteration 41Q: 3 clusters Score -1.441493e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271441 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -14414846.000000 Penalty: 1156.539307
	Iteration 42Q: 3 clusters Score -1.441485e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270637 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -14414740.000000 Penalty: 1156.539307
	Iteration 43Q: 3 clusters Score -1.441474e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269836 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -14414709.000000 Penalty: 1156.539307
	Iteration 44Q: 3 clusters Score -1.441471e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269014 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -14414733.000000 Penalty: 1156.539307
	Iteration 45Q: 3 clusters Score -1.441473e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268177 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -14414620.000000 Penalty: 1156.539307
	Iteration 46Q: 3 clusters Score -1.441462e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267340 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -14414567.000000 Penalty: 1156.539307
	Iteration 47Q: 3 clusters Score -1.441457e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266515 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -14414459.000000 Penalty: 1156.539307
	Iteration 48Q: 3 clusters Score -1.441446e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265783 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -14414390.000000 Penalty: 1156.539307
	Iteration 49Q: 3 clusters Score -1.441439e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265070 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -14414315.000000 Penalty: 1156.539307
	Iteration 50Q: 3 clusters Score -1.441432e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264360 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -14414211.000000 Penalty: 1156.539307
	Iteration 51Q: 3 clusters Score -1.441421e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263667 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -14414155.000000 Penalty: 1156.539307
	Iteration 52Q: 3 clusters Score -1.441416e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263029 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -14414109.000000 Penalty: 1156.539307
	Iteration 53Q: 3 clusters Score -1.441411e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262414 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -14414096.000000 Penalty: 1156.539307
	Iteration 54Q: 3 clusters Score -1.44141e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261783 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -14414014.000000 Penalty: 1156.539307
	Iteration 55Q: 3 clusters Score -1.441401e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261176 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -14413977.000000 Penalty: 1156.539307
	Iteration 56Q: 3 clusters Score -1.441398e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260553 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -14413962.000000 Penalty: 1156.539307
	Iteration 57Q: 3 clusters Score -1.441396e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259944 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -14413940.000000 Penalty: 1156.539307
	Iteration 58Q: 3 clusters Score -1.441394e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259343 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -14413926.000000 Penalty: 1156.539307
	Iteration 59Q: 3 clusters Score -1.441393e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258761 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -14413852.000000 Penalty: 1156.539307
	Iteration 60F: 3 clusters Score -1.441385e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258189 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -14413867.000000 Penalty: 1156.539307
	Iteration 61Q: 3 clusters Score -1.441387e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257621 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -14413852.000000 Penalty: 1156.539307
	Iteration 62Q: 3 clusters Score -1.441385e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257113 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -14413801.000000 Penalty: 1156.539307
	Iteration 63Q: 3 clusters Score -1.44138e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256613 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -14413782.000000 Penalty: 1156.539307
	Iteration 64Q: 3 clusters Score -1.441378e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256136 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -14413724.000000 Penalty: 1156.539307
	Iteration 65Q: 3 clusters Score -1.441372e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255623 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -14413717.000000 Penalty: 1156.539307
	Iteration 66Q: 3 clusters Score -1.441372e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255124 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -14413703.000000 Penalty: 1156.539307
	Iteration 67Q: 3 clusters Score -1.44137e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254653 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -14413720.000000 Penalty: 1156.539307
	Iteration 68Q: 3 clusters Score -1.441372e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254182 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -14413696.000000 Penalty: 1156.539307
	Iteration 69Q: 3 clusters Score -1.44137e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253711 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -14413616.000000 Penalty: 1156.539307
	Iteration 70Q: 3 clusters Score -1.441362e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253236 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -14413610.000000 Penalty: 1156.539307
	Iteration 71Q: 3 clusters Score -1.441361e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252772 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -14413591.000000 Penalty: 1156.539307
	Iteration 72Q: 3 clusters Score -1.441359e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252337 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -14413534.000000 Penalty: 1156.539307
	Iteration 73Q: 3 clusters Score -1.441353e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251898 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -14413541.000000 Penalty: 1156.539307
	Iteration 74Q: 3 clusters Score -1.441354e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251462 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -14413496.000000 Penalty: 1156.539307
	Iteration 75Q: 3 clusters Score -1.44135e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250992 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -14413485.000000 Penalty: 1156.539307
	Iteration 76Q: 3 clusters Score -1.441348e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250508 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -14413494.000000 Penalty: 1156.539307
	Iteration 77Q: 3 clusters Score -1.441349e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250033 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -14413488.000000 Penalty: 1156.539307
	Iteration 78Q: 3 clusters Score -1.441349e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249563 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -14413474.000000 Penalty: 1156.539307
	Iteration 79Q: 3 clusters Score -1.441347e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249116 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -14413439.000000 Penalty: 1156.539307
	Iteration 80F: 3 clusters Score -1.441344e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248696 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -14413395.000000 Penalty: 1156.539307
	Iteration 81Q: 3 clusters Score -1.44134e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248272 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -14413373.000000 Penalty: 1156.539307
	Iteration 82Q: 3 clusters Score -1.441337e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247822 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -14413371.000000 Penalty: 1156.539307
	Iteration 83Q: 3 clusters Score -1.441337e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247410 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -14413292.000000 Penalty: 1156.539307
	Iteration 84Q: 3 clusters Score -1.441329e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246955 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -14413263.000000 Penalty: 1156.539307
	Iteration 85Q: 3 clusters Score -1.441326e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246483 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -14413237.000000 Penalty: 1156.539307
	Iteration 86Q: 3 clusters Score -1.441324e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246042 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -14413235.000000 Penalty: 1156.539307
	Iteration 87Q: 3 clusters Score -1.441324e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245677 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -14413203.000000 Penalty: 1156.539307
	Iteration 88Q: 3 clusters Score -1.44132e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245305 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -14413177.000000 Penalty: 1156.539307
	Iteration 89Q: 3 clusters Score -1.441318e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244921 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -14413160.000000 Penalty: 1156.539307
	Iteration 90Q: 3 clusters Score -1.441316e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244524 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -14413114.000000 Penalty: 1156.539307
	Iteration 91Q: 3 clusters Score -1.441311e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244172 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -14413117.000000 Penalty: 1156.539307
	Iteration 92Q: 3 clusters Score -1.441312e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243781 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -14413051.000000 Penalty: 1156.539307
	Iteration 93Q: 3 clusters Score -1.441305e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243402 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -14413040.000000 Penalty: 1156.539307
	Iteration 94Q: 3 clusters Score -1.441304e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243033 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -14413036.000000 Penalty: 1156.539307
	Iteration 95Q: 3 clusters Score -1.441304e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242660 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -14413012.000000 Penalty: 1156.539307
	Iteration 96Q: 3 clusters Score -1.441301e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242316 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -14412992.000000 Penalty: 1156.539307
	Iteration 97Q: 3 clusters Score -1.441299e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -14412970.000000 Penalty: 1156.539307
	Iteration 98Q: 3 clusters Score -1.441297e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241699 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -14412976.000000 Penalty: 1156.539307
	Iteration 99Q: 3 clusters Score -1.441298e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241428 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -14412916.000000 Penalty: 1156.539307
	Iteration 100F: 3 clusters Score -1.441292e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241161 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -14412884.000000 Penalty: 1156.539307
	Iteration 101Q: 3 clusters Score -1.441288e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240901 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -14412867.000000 Penalty: 1156.539307
	Iteration 102Q: 3 clusters Score -1.441287e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240660 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -14412825.000000 Penalty: 1156.539307
	Iteration 103Q: 3 clusters Score -1.441282e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240439 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -14412816.000000 Penalty: 1156.539307
	Iteration 104Q: 3 clusters Score -1.441282e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240207 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -14412796.000000 Penalty: 1156.539307
	Iteration 105Q: 3 clusters Score -1.44128e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239994 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -14412789.000000 Penalty: 1156.539307
	Iteration 106Q: 3 clusters Score -1.441279e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239793 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -14412771.000000 Penalty: 1156.539307
	Iteration 107Q: 3 clusters Score -1.441277e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239592 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -14412776.000000 Penalty: 1156.539307
	Iteration 108Q: 3 clusters Score -1.441278e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239372 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -14412767.000000 Penalty: 1156.539307
	Iteration 109Q: 3 clusters Score -1.441277e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239138 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -14412784.000000 Penalty: 1156.539307
	Iteration 110Q: 3 clusters Score -1.441278e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238891 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -14412765.000000 Penalty: 1156.539307
	Iteration 111Q: 3 clusters Score -1.441276e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238652 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -14412741.000000 Penalty: 1156.539307
	Iteration 112Q: 3 clusters Score -1.441274e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238404 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -14412726.000000 Penalty: 1156.539307
	Iteration 113Q: 3 clusters Score -1.441273e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238179 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -14412720.000000 Penalty: 1156.539307
	Iteration 114Q: 3 clusters Score -1.441272e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237974 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -14412685.000000 Penalty: 1156.539307
	Iteration 115Q: 3 clusters Score -1.441268e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237804 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -14412674.000000 Penalty: 1156.539307
	Iteration 116Q: 3 clusters Score -1.441267e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237648 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -14412689.000000 Penalty: 1156.539307
	Iteration 117Q: 3 clusters Score -1.441269e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237495 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -14412653.000000 Penalty: 1156.539307
	Iteration 118Q: 3 clusters Score -1.441265e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237346 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -14412626.000000 Penalty: 1156.539307
	Iteration 119Q: 3 clusters Score -1.441263e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237216 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -14412609.000000 Penalty: 1156.539307
	Iteration 120F: 3 clusters Score -1.441261e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237092 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -14412612.000000 Penalty: 1156.539307
	Iteration 121Q: 3 clusters Score -1.441261e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236973 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -14412588.000000 Penalty: 1156.539307
	Iteration 122Q: 3 clusters Score -1.441259e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236860 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -14412607.000000 Penalty: 1156.539307
	Iteration 123Q: 3 clusters Score -1.441261e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236746 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -14412576.000000 Penalty: 1156.539307
	Iteration 124Q: 3 clusters Score -1.441258e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236637 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -14412553.000000 Penalty: 1156.539307
	Iteration 125Q: 3 clusters Score -1.441255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236525 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -14412540.000000 Penalty: 1156.539307
	Iteration 126Q: 3 clusters Score -1.441254e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236420 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -14412533.000000 Penalty: 1156.539307
	Iteration 127Q: 3 clusters Score -1.441253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236314 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -14412515.000000 Penalty: 1156.539307
	Iteration 128Q: 3 clusters Score -1.441252e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236188 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -14412501.000000 Penalty: 1156.539307
	Iteration 129Q: 3 clusters Score -1.44125e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236066 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -14412498.000000 Penalty: 1156.539307
	Iteration 130Q: 3 clusters Score -1.44125e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235962 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -14412541.000000 Penalty: 1156.539307
	Iteration 131Q: 3 clusters Score -1.441254e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235868 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -14412516.000000 Penalty: 1156.539307
	Iteration 132Q: 3 clusters Score -1.441252e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235779 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -14412534.000000 Penalty: 1156.539307
	Iteration 133Q: 3 clusters Score -1.441253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235702 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -14412530.000000 Penalty: 1156.539307
	Iteration 134Q: 3 clusters Score -1.441253e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235626 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -14412536.000000 Penalty: 1156.539307
	Iteration 135Q: 3 clusters Score -1.441254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235555 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -14412532.000000 Penalty: 1156.539307
	Iteration 136Q: 3 clusters Score -1.441253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235509 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -14412528.000000 Penalty: 1156.539307
	Iteration 137Q: 3 clusters Score -1.441253e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235456 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -14412530.000000 Penalty: 1156.539307
	Iteration 138Q: 3 clusters Score -1.441253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235412 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -14412524.000000 Penalty: 1156.539307
	Iteration 139Q: 3 clusters Score -1.441252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235370 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -14412516.000000 Penalty: 1156.539307
	Iteration 140F: 3 clusters Score -1.441252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235320 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -14412520.000000 Penalty: 1156.539307
	Iteration 141Q: 3 clusters Score -1.441252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235273 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -14412524.000000 Penalty: 1156.539307
	Iteration 142Q: 3 clusters Score -1.441252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235223 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -14412527.000000 Penalty: 1156.539307
	Iteration 143Q: 3 clusters Score -1.441253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235168 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -14412510.000000 Penalty: 1156.539307
	Iteration 144Q: 3 clusters Score -1.441251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235111 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -14412502.000000 Penalty: 1156.539307
	Iteration 145Q: 3 clusters Score -1.44125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235051 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -14412519.000000 Penalty: 1156.539307
	Iteration 146Q: 3 clusters Score -1.441252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234980 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -14412502.000000 Penalty: 1156.539307
	Iteration 147Q: 3 clusters Score -1.44125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234907 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -14412483.000000 Penalty: 1156.539307
	Iteration 148Q: 3 clusters Score -1.441248e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234832 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -14412488.000000 Penalty: 1156.539307
	Iteration 149Q: 3 clusters Score -1.441249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234757 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -14412470.000000 Penalty: 1156.539307
	Iteration 150Q: 3 clusters Score -1.441247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234687 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -14412471.000000 Penalty: 1156.539307
	Iteration 151Q: 3 clusters Score -1.441247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234619 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -14412462.000000 Penalty: 1156.539307
	Iteration 152Q: 3 clusters Score -1.441246e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234550 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -14412465.000000 Penalty: 1156.539307
	Iteration 153Q: 3 clusters Score -1.441246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234476 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -14412453.000000 Penalty: 1156.539307
	Iteration 154Q: 3 clusters Score -1.441245e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234409 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -14412456.000000 Penalty: 1156.539307
	Iteration 155Q: 3 clusters Score -1.441246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234358 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -14412451.000000 Penalty: 1156.539307
	Iteration 156Q: 3 clusters Score -1.441245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234311 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -14412433.000000 Penalty: 1156.539307
	Iteration 157Q: 3 clusters Score -1.441243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234264 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -14412431.000000 Penalty: 1156.539307
	Iteration 158Q: 3 clusters Score -1.441243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234219 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -14412417.000000 Penalty: 1156.539307
	Iteration 159Q: 3 clusters Score -1.441242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234177 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -14412414.000000 Penalty: 1156.539307
	Iteration 160F: 3 clusters Score -1.441241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234141 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -14412422.000000 Penalty: 1156.539307
	Iteration 161Q: 3 clusters Score -1.441242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234102 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -14412411.000000 Penalty: 1156.539307
	Iteration 162Q: 3 clusters Score -1.441241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234068 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -14412408.000000 Penalty: 1156.539307
	Iteration 163Q: 3 clusters Score -1.441241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234045 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -14412405.000000 Penalty: 1156.539307
	Iteration 164Q: 3 clusters Score -1.44124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234023 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -14412384.000000 Penalty: 1156.539307
	Iteration 165Q: 3 clusters Score -1.441238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234010 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -14412393.000000 Penalty: 1156.539307
	Iteration 166Q: 3 clusters Score -1.441239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234001 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -14412388.000000 Penalty: 1156.539307
	Iteration 167Q: 3 clusters Score -1.441239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233993 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -14412390.000000 Penalty: 1156.539307
	Iteration 168Q: 3 clusters Score -1.441239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233987 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -14412389.000000 Penalty: 1156.539307
	Iteration 169Q: 3 clusters Score -1.441239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233980 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -14412383.000000 Penalty: 1156.539307
	Iteration 170Q: 3 clusters Score -1.441238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233975 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -14412390.000000 Penalty: 1156.539307
	Iteration 171Q: 3 clusters Score -1.441239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233970 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -14412387.000000 Penalty: 1156.539307
	Iteration 172Q: 3 clusters Score -1.441239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233966 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -14412393.000000 Penalty: 1156.539307
	Iteration 173Q: 3 clusters Score -1.441239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233961 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -14412390.000000 Penalty: 1156.539307
	Iteration 174Q: 3 clusters Score -1.441239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233956 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -14412389.000000 Penalty: 1156.539307
	Iteration 175Q: 3 clusters Score -1.441239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233951 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -14412395.000000 Penalty: 1156.539307
	Iteration 176Q: 3 clusters Score -1.44124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233949 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -14412391.000000 Penalty: 1156.539307
	Iteration 177Q: 3 clusters Score -1.441239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233946 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -14412397.000000 Penalty: 1156.539307
	Iteration 178Q: 3 clusters Score -1.44124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233942 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -14412384.000000 Penalty: 1156.539307
	Iteration 179Q: 3 clusters Score -1.441238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233940 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -14412389.000000 Penalty: 1156.539307
	Iteration 180F: 3 clusters Score -1.441239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233939 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -14412392.000000 Penalty: 1156.539307
	Iteration 181Q: 3 clusters Score -1.441239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233936 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -14412390.000000 Penalty: 1156.539307
	Iteration 182Q: 3 clusters Score -1.441239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233932 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -14412389.000000 Penalty: 1156.539307
	Iteration 183Q: 3 clusters Score -1.441239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233927 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -14412376.000000 Penalty: 1156.539307
	Iteration 184Q: 3 clusters Score -1.441238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233925 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -14412375.000000 Penalty: 1156.539307
	Iteration 185Q: 3 clusters Score -1.441238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233920 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -14412363.000000 Penalty: 1156.539307
	Iteration 186Q: 3 clusters Score -1.441236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233915 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -14412365.000000 Penalty: 1156.539307
	Iteration 187Q: 3 clusters Score -1.441236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233910 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -14412365.000000 Penalty: 1156.539307
	Iteration 188Q: 3 clusters Score -1.441236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233906 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -14412367.000000 Penalty: 1156.539307
	Iteration 189Q: 3 clusters Score -1.441237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233903 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -14412369.000000 Penalty: 1156.539307
	Iteration 190Q: 3 clusters Score -1.441237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233901 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -14412367.000000 Penalty: 1156.539307
	Iteration 191Q: 3 clusters Score -1.441237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233900 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -14412373.000000 Penalty: 1156.539307
	Iteration 192Q: 3 clusters Score -1.441237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233900 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -14412373.000000 Penalty: 1156.539307
	Iteration 193F: 3 clusters Score -1.441237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 96885 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 233900 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 9 contains 42603 members 
Mstep: Class 11 contains 400040 members 
Mstep: Class 13 contains 280917 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 24289 members 
Entering Unmasked Estep 
Score: -46836992.000000 Penalty: 6335.956055
Splitting cluster 4 changes total score from -46828200.000000 to -46836992.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (28170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Entering Unmasked Estep 
Score: -1214079.375000 Penalty: 466.193573
	Iteration 0F: 2 clusters Score -1214079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1195282.875000 Penalty: 932.387146
	Iteration 0F: 3 clusters Score -1195283 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1203530.625000 Penalty: 932.387146
	Iteration 1F: 3 clusters Score -1203531 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1204353.625000 Penalty: 932.387146
	Iteration 2F: 3 clusters Score -1204354 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1205550.500000 Penalty: 932.387146
	Iteration 3F: 3 clusters Score -1205550 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1207134.000000 Penalty: 932.387146
	Iteration 4F: 3 clusters Score -1207134 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1208604.750000 Penalty: 932.387146
	Iteration 5F: 3 clusters Score -1208605 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1209460.750000 Penalty: 932.387146
	Iteration 6F: 3 clusters Score -1209461 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1209878.375000 Penalty: 932.387146
	Iteration 7Q: 3 clusters Score -1209878 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1210162.875000 Penalty: 932.387146
	Iteration 8Q: 3 clusters Score -1210163 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1210418.500000 Penalty: 932.387146
	Iteration 9Q: 3 clusters Score -1210418 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1210683.875000 Penalty: 932.387146
	Iteration 10Q: 3 clusters Score -1210684 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1210911.875000 Penalty: 932.387146
	Iteration 11Q: 3 clusters Score -1210912 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1211141.875000 Penalty: 932.387146
	Iteration 12Q: 3 clusters Score -1211142 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1211376.375000 Penalty: 932.387146
	Iteration 13Q: 3 clusters Score -1211376 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1211582.875000 Penalty: 932.387146
	Iteration 14Q: 3 clusters Score -1211583 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1211777.750000 Penalty: 932.387146
	Iteration 15Q: 3 clusters Score -1211778 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1211962.625000 Penalty: 932.387146
	Iteration 16Q: 3 clusters Score -1211963 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1212149.125000 Penalty: 932.387146
	Iteration 17Q: 3 clusters Score -1212149 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1212313.625000 Penalty: 932.387146
	Iteration 18Q: 3 clusters Score -1212314 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1212448.750000 Penalty: 932.387146
	Iteration 19Q: 3 clusters Score -1212449 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1212559.875000 Penalty: 932.387146
	Iteration 20F: 3 clusters Score -1212560 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1212644.375000 Penalty: 932.387146
	Iteration 21Q: 3 clusters Score -1212644 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1212714.125000 Penalty: 932.387146
	Iteration 22Q: 3 clusters Score -1212714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1212757.375000 Penalty: 932.387146
	Iteration 23Q: 3 clusters Score -1212757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1212795.625000 Penalty: 932.387146
	Iteration 24Q: 3 clusters Score -1212796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1212821.000000 Penalty: 932.387146
	Iteration 25Q: 3 clusters Score -1212821 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1212834.125000 Penalty: 932.387146
	Iteration 26Q: 3 clusters Score -1212834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1212837.750000 Penalty: 932.387146
	Iteration 27Q: 3 clusters Score -1212838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1212847.500000 Penalty: 932.387146
	Iteration 28Q: 3 clusters Score -1212848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1212852.500000 Penalty: 932.387146
	Iteration 29Q: 3 clusters Score -1212852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1212856.125000 Penalty: 932.387146
	Iteration 30Q: 3 clusters Score -1212856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1212860.500000 Penalty: 932.387146
	Iteration 31Q: 3 clusters Score -1212860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1212865.625000 Penalty: 932.387146
	Iteration 32Q: 3 clusters Score -1212866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1212873.000000 Penalty: 932.387146
	Iteration 33Q: 3 clusters Score -1212873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1212873.125000 Penalty: 932.387146
	Iteration 34Q: 3 clusters Score -1212873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1212874.375000 Penalty: 932.387146
	Iteration 35Q: 3 clusters Score -1212874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1212872.875000 Penalty: 932.387146
	Iteration 36Q: 3 clusters Score -1212873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1212878.625000 Penalty: 932.387146
	Iteration 37Q: 3 clusters Score -1212879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1212883.500000 Penalty: 932.387146
	Iteration 38Q: 3 clusters Score -1212884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1212888.375000 Penalty: 932.387146
	Iteration 39Q: 3 clusters Score -1212888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1212890.125000 Penalty: 932.387146
	Iteration 40F: 3 clusters Score -1212890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1212891.625000 Penalty: 932.387146
	Iteration 41Q: 3 clusters Score -1212892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1212893.250000 Penalty: 932.387146
	Iteration 42Q: 3 clusters Score -1212893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1212890.625000 Penalty: 932.387146
	Iteration 43Q: 3 clusters Score -1212891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1212890.750000 Penalty: 932.387146
	Iteration 44Q: 3 clusters Score -1212891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1212893.375000 Penalty: 932.387146
	Iteration 45Q: 3 clusters Score -1212893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1212898.500000 Penalty: 932.387146
	Iteration 46Q: 3 clusters Score -1212898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1212897.250000 Penalty: 932.387146
	Iteration 47Q: 3 clusters Score -1212897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1212899.500000 Penalty: 932.387146
	Iteration 48Q: 3 clusters Score -1212900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1212903.625000 Penalty: 932.387146
	Iteration 49Q: 3 clusters Score -1212904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1212904.250000 Penalty: 932.387146
	Iteration 50Q: 3 clusters Score -1212904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1212907.125000 Penalty: 932.387146
	Iteration 51Q: 3 clusters Score -1212907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1212907.750000 Penalty: 932.387146
	Iteration 52Q: 3 clusters Score -1212908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1212909.375000 Penalty: 932.387146
	Iteration 53Q: 3 clusters Score -1212909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1212909.000000 Penalty: 932.387146
	Iteration 54Q: 3 clusters Score -1212909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1212910.750000 Penalty: 932.387146
	Iteration 55Q: 3 clusters Score -1212911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1212913.375000 Penalty: 932.387146
	Iteration 56Q: 3 clusters Score -1212913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1212911.250000 Penalty: 932.387146
	Iteration 57Q: 3 clusters Score -1212911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1212909.750000 Penalty: 932.387146
	Iteration 58Q: 3 clusters Score -1212910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1212908.500000 Penalty: 932.387146
	Iteration 59Q: 3 clusters Score -1212908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1212908.125000 Penalty: 932.387146
	Iteration 60F: 3 clusters Score -1212908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1212911.875000 Penalty: 932.387146
	Iteration 61Q: 3 clusters Score -1212912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1212914.750000 Penalty: 932.387146
	Iteration 62Q: 3 clusters Score -1212915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1212915.625000 Penalty: 932.387146
	Iteration 63Q: 3 clusters Score -1212916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1212917.000000 Penalty: 932.387146
	Iteration 64Q: 3 clusters Score -1212917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1212917.500000 Penalty: 932.387146
	Iteration 65Q: 3 clusters Score -1212918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1212920.750000 Penalty: 932.387146
	Iteration 66Q: 3 clusters Score -1212921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1212921.000000 Penalty: 932.387146
	Iteration 67Q: 3 clusters Score -1212921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1212922.000000 Penalty: 932.387146
	Iteration 68Q: 3 clusters Score -1212922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1212921.000000 Penalty: 932.387146
	Iteration 69Q: 3 clusters Score -1212921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1212923.500000 Penalty: 932.387146
	Iteration 70Q: 3 clusters Score -1212924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1212923.500000 Penalty: 932.387146
	Iteration 71Q: 3 clusters Score -1212924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1212924.000000 Penalty: 932.387146
	Iteration 72Q: 3 clusters Score -1212924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1212921.500000 Penalty: 932.387146
	Iteration 73Q: 3 clusters Score -1212922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1212925.250000 Penalty: 932.387146
	Iteration 74Q: 3 clusters Score -1212925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1212922.750000 Penalty: 932.387146
	Iteration 75Q: 3 clusters Score -1212923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1212923.875000 Penalty: 932.387146
	Iteration 76Q: 3 clusters Score -1212924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1212925.625000 Penalty: 932.387146
	Iteration 77Q: 3 clusters Score -1212926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1212924.000000 Penalty: 932.387146
	Iteration 78Q: 3 clusters Score -1212924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1212925.625000 Penalty: 932.387146
	Iteration 79Q: 3 clusters Score -1212926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1212926.500000 Penalty: 932.387146
	Iteration 80F: 3 clusters Score -1212926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1212927.750000 Penalty: 932.387146
	Iteration 81Q: 3 clusters Score -1212928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1212923.875000 Penalty: 932.387146
	Iteration 82Q: 3 clusters Score -1212924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1212926.250000 Penalty: 932.387146
	Iteration 83Q: 3 clusters Score -1212926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1212924.875000 Penalty: 932.387146
	Iteration 84Q: 3 clusters Score -1212925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1212924.250000 Penalty: 932.387146
	Iteration 85Q: 3 clusters Score -1212924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1212922.750000 Penalty: 932.387146
	Iteration 86Q: 3 clusters Score -1212923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1212923.000000 Penalty: 932.387146
	Iteration 87Q: 3 clusters Score -1212923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1212923.500000 Penalty: 932.387146
	Iteration 88Q: 3 clusters Score -1212924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1212925.000000 Penalty: 932.387146
	Iteration 89Q: 3 clusters Score -1212925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1212926.750000 Penalty: 932.387146
	Iteration 90Q: 3 clusters Score -1212927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1212925.750000 Penalty: 932.387146
	Iteration 91Q: 3 clusters Score -1212926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1212922.625000 Penalty: 932.387146
	Iteration 92Q: 3 clusters Score -1212923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1212923.500000 Penalty: 932.387146
	Iteration 93Q: 3 clusters Score -1212924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1212925.750000 Penalty: 932.387146
	Iteration 94Q: 3 clusters Score -1212926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1212925.625000 Penalty: 932.387146
	Iteration 95Q: 3 clusters Score -1212926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1212927.875000 Penalty: 932.387146
	Iteration 96Q: 3 clusters Score -1212928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1212927.750000 Penalty: 932.387146
	Iteration 97Q: 3 clusters Score -1212928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1212927.625000 Penalty: 932.387146
	Iteration 98Q: 3 clusters Score -1212928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1212929.375000 Penalty: 932.387146
	Iteration 99Q: 3 clusters Score -1212929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1212930.250000 Penalty: 932.387146
	Iteration 100F: 3 clusters Score -1212930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1212925.750000 Penalty: 932.387146
	Iteration 101Q: 3 clusters Score -1212926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1212924.250000 Penalty: 932.387146
	Iteration 102Q: 3 clusters Score -1212924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1212925.250000 Penalty: 932.387146
	Iteration 103Q: 3 clusters Score -1212925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1212925.000000 Penalty: 932.387146
	Iteration 104Q: 3 clusters Score -1212925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1212924.625000 Penalty: 932.387146
	Iteration 105Q: 3 clusters Score -1212925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1212923.750000 Penalty: 932.387146
	Iteration 106Q: 3 clusters Score -1212924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1212924.875000 Penalty: 932.387146
	Iteration 107Q: 3 clusters Score -1212925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1212926.375000 Penalty: 932.387146
	Iteration 108Q: 3 clusters Score -1212926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1212926.875000 Penalty: 932.387146
	Iteration 109Q: 3 clusters Score -1212927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1212928.000000 Penalty: 932.387146
	Iteration 110Q: 3 clusters Score -1212928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1212928.125000 Penalty: 932.387146
	Iteration 111Q: 3 clusters Score -1212928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1212927.000000 Penalty: 932.387146
	Iteration 112Q: 3 clusters Score -1212927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1212925.750000 Penalty: 932.387146
	Iteration 113Q: 3 clusters Score -1212926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1212927.000000 Penalty: 932.387146
	Iteration 114Q: 3 clusters Score -1212927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1212926.250000 Penalty: 932.387146
	Iteration 115Q: 3 clusters Score -1212926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1212926.250000 Penalty: 932.387146
	Iteration 116F: 3 clusters Score -1212926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Entering Unmasked Estep 
Score: -1707276.750000 Penalty: 485.015442
	Iteration 0F: 2 clusters Score -1707277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1678775.375000 Penalty: 970.030884
	Iteration 0F: 3 clusters Score -1678775 nChanged 20662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1692342.000000 Penalty: 970.030884
	Iteration 1F: 3 clusters Score -1692342 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1695685.875000 Penalty: 970.030884
	Iteration 2F: 3 clusters Score -1695686 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1700256.250000 Penalty: 970.030884
	Iteration 3F: 3 clusters Score -1700256 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1704539.750000 Penalty: 970.030884
	Iteration 4F: 3 clusters Score -1704540 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1707291.125000 Penalty: 970.030884
	Iteration 5F: 3 clusters Score -1707291 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1708857.875000 Penalty: 970.030884
	Iteration 6Q: 3 clusters Score -1708858 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1709719.750000 Penalty: 970.030884
	Iteration 7Q: 3 clusters Score -1709720 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1710142.625000 Penalty: 970.030884
	Iteration 8Q: 3 clusters Score -1710143 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1710369.000000 Penalty: 970.030884
	Iteration 9Q: 3 clusters Score -1710369 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1710469.125000 Penalty: 970.030884
	Iteration 10Q: 3 clusters Score -1710469 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1710519.000000 Penalty: 970.030884
	Iteration 11Q: 3 clusters Score -1710519 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1710540.625000 Penalty: 970.030884
	Iteration 12Q: 3 clusters Score -1710541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1710552.500000 Penalty: 970.030884
	Iteration 13Q: 3 clusters Score -1710552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1710558.750000 Penalty: 970.030884
	Iteration 14Q: 3 clusters Score -1710559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1710564.375000 Penalty: 970.030884
	Iteration 15Q: 3 clusters Score -1710564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1710562.750000 Penalty: 970.030884
	Iteration 16Q: 3 clusters Score -1710563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1710563.000000 Penalty: 970.030884
	Iteration 17Q: 3 clusters Score -1710563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1710565.625000 Penalty: 970.030884
	Iteration 18Q: 3 clusters Score -1710566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1710567.125000 Penalty: 970.030884
	Iteration 19Q: 3 clusters Score -1710567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1710567.125000 Penalty: 970.030884
	Iteration 20F: 3 clusters Score -1710567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1710567.500000 Penalty: 970.030884
	Iteration 21Q: 3 clusters Score -1710568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1710567.750000 Penalty: 970.030884
	Iteration 22Q: 3 clusters Score -1710568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1710567.750000 Penalty: 970.030884
	Iteration 23F: 3 clusters Score -1710568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 96885 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 233900 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 11 contains 400040 members 
Mstep: Class 13 contains 280917 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 24289 members 
Entering Unmasked Estep 
Score: -46839980.000000 Penalty: 6969.551758
Splitting cluster 9 changes total score from -46828200.000000 to -46839980.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (400040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400040 members 
Entering Unmasked Estep 
Score: -17056104.000000 Penalty: 586.919067
	Iteration 0F: 2 clusters Score -1.70561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200455 members 
Mstep: Class 2 contains 199585 members 
Entering Unmasked Estep 
Score: -16789592.000000 Penalty: 1173.838135
	Iteration 0F: 3 clusters Score -1.678959e+07 nChanged 197523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196992 members 
Mstep: Class 2 contains 203048 members 
Entering Unmasked Estep 
Score: -16932964.000000 Penalty: 1173.838135
	Iteration 1F: 3 clusters Score -1.693296e+07 nChanged 28488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192444 members 
Mstep: Class 2 contains 207596 members 
Entering Unmasked Estep 
Score: -16955216.000000 Penalty: 1173.838135
	Iteration 2F: 3 clusters Score -1.695522e+07 nChanged 29855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 213417 members 
Entering Unmasked Estep 
Score: -16976202.000000 Penalty: 1173.838135
	Iteration 3F: 3 clusters Score -1.69762e+07 nChanged 27430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 221033 members 
Entering Unmasked Estep 
Score: -16991518.000000 Penalty: 1173.838135
	Iteration 4F: 3 clusters Score -1.699152e+07 nChanged 22718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 229691 members 
Entering Unmasked Estep 
Score: -17002478.000000 Penalty: 1173.838135
	Iteration 5F: 3 clusters Score -1.700248e+07 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 238654 members 
Entering Unmasked Estep 
Score: -17009646.000000 Penalty: 1173.838135
	Iteration 6Q: 3 clusters Score -1.700965e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 247533 members 
Entering Unmasked Estep 
Score: -17014926.000000 Penalty: 1173.838135
	Iteration 7Q: 3 clusters Score -1.701493e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 256474 members 
Entering Unmasked Estep 
Score: -17019348.000000 Penalty: 1173.838135
	Iteration 8Q: 3 clusters Score -1.701935e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 265456 members 
Entering Unmasked Estep 
Score: -17023186.000000 Penalty: 1173.838135
	Iteration 9Q: 3 clusters Score -1.702319e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 274584 members 
Entering Unmasked Estep 
Score: -17026644.000000 Penalty: 1173.838135
	Iteration 10Q: 3 clusters Score -1.702664e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 283851 members 
Entering Unmasked Estep 
Score: -17030638.000000 Penalty: 1173.838135
	Iteration 11Q: 3 clusters Score -1.703064e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 293507 members 
Entering Unmasked Estep 
Score: -17037426.000000 Penalty: 1173.838135
	Iteration 12Q: 3 clusters Score -1.703743e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 303896 members 
Entering Unmasked Estep 
Score: -17044074.000000 Penalty: 1173.838135
	Iteration 13Q: 3 clusters Score -1.704407e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 314476 members 
Entering Unmasked Estep 
Score: -17050324.000000 Penalty: 1173.838135
	Iteration 14Q: 3 clusters Score -1.705032e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 324474 members 
Entering Unmasked Estep 
Score: -17055476.000000 Penalty: 1173.838135
	Iteration 15Q: 3 clusters Score -1.705548e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 333036 members 
Entering Unmasked Estep 
Score: -17060218.000000 Penalty: 1173.838135
	Iteration 16Q: 3 clusters Score -1.706022e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 339982 members 
Entering Unmasked Estep 
Score: -17064886.000000 Penalty: 1173.838135
	Iteration 17Q: 3 clusters Score -1.706489e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 345092 members 
Entering Unmasked Estep 
Score: -17068960.000000 Penalty: 1173.838135
	Iteration 18Q: 3 clusters Score -1.706896e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 348663 members 
Entering Unmasked Estep 
Score: -17071082.000000 Penalty: 1173.838135
	Iteration 19Q: 3 clusters Score -1.707108e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 351405 members 
Entering Unmasked Estep 
Score: -17072250.000000 Penalty: 1173.838135
	Iteration 20F: 3 clusters Score -1.707225e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 353641 members 
Entering Unmasked Estep 
Score: -17072838.000000 Penalty: 1173.838135
	Iteration 21Q: 3 clusters Score -1.707284e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 355567 members 
Entering Unmasked Estep 
Score: -17073312.000000 Penalty: 1173.838135
	Iteration 22Q: 3 clusters Score -1.707331e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 357125 members 
Entering Unmasked Estep 
Score: -17073638.000000 Penalty: 1173.838135
	Iteration 23Q: 3 clusters Score -1.707364e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 358417 members 
Entering Unmasked Estep 
Score: -17074012.000000 Penalty: 1173.838135
	Iteration 24Q: 3 clusters Score -1.707401e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 359515 members 
Entering Unmasked Estep 
Score: -17074320.000000 Penalty: 1173.838135
	Iteration 25Q: 3 clusters Score -1.707432e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 360524 members 
Entering Unmasked Estep 
Score: -17074580.000000 Penalty: 1173.838135
	Iteration 26Q: 3 clusters Score -1.707458e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 361415 members 
Entering Unmasked Estep 
Score: -17074666.000000 Penalty: 1173.838135
	Iteration 27Q: 3 clusters Score -1.707467e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 362156 members 
Entering Unmasked Estep 
Score: -17074820.000000 Penalty: 1173.838135
	Iteration 28Q: 3 clusters Score -1.707482e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 362787 members 
Entering Unmasked Estep 
Score: -17074846.000000 Penalty: 1173.838135
	Iteration 29Q: 3 clusters Score -1.707485e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 363361 members 
Entering Unmasked Estep 
Score: -17074932.000000 Penalty: 1173.838135
	Iteration 30Q: 3 clusters Score -1.707493e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 363910 members 
Entering Unmasked Estep 
Score: -17075078.000000 Penalty: 1173.838135
	Iteration 31Q: 3 clusters Score -1.707508e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 364429 members 
Entering Unmasked Estep 
Score: -17075188.000000 Penalty: 1173.838135
	Iteration 32Q: 3 clusters Score -1.707519e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 364926 members 
Entering Unmasked Estep 
Score: -17075226.000000 Penalty: 1173.838135
	Iteration 33Q: 3 clusters Score -1.707523e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 365326 members 
Entering Unmasked Estep 
Score: -17075346.000000 Penalty: 1173.838135
	Iteration 34Q: 3 clusters Score -1.707535e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 365653 members 
Entering Unmasked Estep 
Score: -17075386.000000 Penalty: 1173.838135
	Iteration 35Q: 3 clusters Score -1.707539e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 365980 members 
Entering Unmasked Estep 
Score: -17075466.000000 Penalty: 1173.838135
	Iteration 36Q: 3 clusters Score -1.707547e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 366286 members 
Entering Unmasked Estep 
Score: -17075510.000000 Penalty: 1173.838135
	Iteration 37Q: 3 clusters Score -1.707551e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 366575 members 
Entering Unmasked Estep 
Score: -17075528.000000 Penalty: 1173.838135
	Iteration 38Q: 3 clusters Score -1.707553e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 366837 members 
Entering Unmasked Estep 
Score: -17075558.000000 Penalty: 1173.838135
	Iteration 39Q: 3 clusters Score -1.707556e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 367098 members 
Entering Unmasked Estep 
Score: -17075582.000000 Penalty: 1173.838135
	Iteration 40F: 3 clusters Score -1.707558e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 367331 members 
Entering Unmasked Estep 
Score: -17075580.000000 Penalty: 1173.838135
	Iteration 41Q: 3 clusters Score -1.707558e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 367538 members 
Entering Unmasked Estep 
Score: -17075626.000000 Penalty: 1173.838135
	Iteration 42Q: 3 clusters Score -1.707563e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 367716 members 
Entering Unmasked Estep 
Score: -17075678.000000 Penalty: 1173.838135
	Iteration 43Q: 3 clusters Score -1.707568e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 367876 members 
Entering Unmasked Estep 
Score: -17075724.000000 Penalty: 1173.838135
	Iteration 44Q: 3 clusters Score -1.707572e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 368015 members 
Entering Unmasked Estep 
Score: -17075702.000000 Penalty: 1173.838135
	Iteration 45Q: 3 clusters Score -1.70757e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 368170 members 
Entering Unmasked Estep 
Score: -17075726.000000 Penalty: 1173.838135
	Iteration 46Q: 3 clusters Score -1.707573e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 368289 members 
Entering Unmasked Estep 
Score: -17075766.000000 Penalty: 1173.838135
	Iteration 47Q: 3 clusters Score -1.707577e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 368414 members 
Entering Unmasked Estep 
Score: -17075830.000000 Penalty: 1173.838135
	Iteration 48Q: 3 clusters Score -1.707583e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 368529 members 
Entering Unmasked Estep 
Score: -17075840.000000 Penalty: 1173.838135
	Iteration 49Q: 3 clusters Score -1.707584e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 368633 members 
Entering Unmasked Estep 
Score: -17075864.000000 Penalty: 1173.838135
	Iteration 50Q: 3 clusters Score -1.707586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 368733 members 
Entering Unmasked Estep 
Score: -17075886.000000 Penalty: 1173.838135
	Iteration 51Q: 3 clusters Score -1.707589e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 368819 members 
Entering Unmasked Estep 
Score: -17075924.000000 Penalty: 1173.838135
	Iteration 52Q: 3 clusters Score -1.707592e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 368912 members 
Entering Unmasked Estep 
Score: -17075940.000000 Penalty: 1173.838135
	Iteration 53Q: 3 clusters Score -1.707594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 369003 members 
Entering Unmasked Estep 
Score: -17075948.000000 Penalty: 1173.838135
	Iteration 54Q: 3 clusters Score -1.707595e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 369084 members 
Entering Unmasked Estep 
Score: -17075978.000000 Penalty: 1173.838135
	Iteration 55Q: 3 clusters Score -1.707598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 369149 members 
Entering Unmasked Estep 
Score: -17075992.000000 Penalty: 1173.838135
	Iteration 56Q: 3 clusters Score -1.707599e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 369211 members 
Entering Unmasked Estep 
Score: -17076008.000000 Penalty: 1173.838135
	Iteration 57Q: 3 clusters Score -1.707601e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 369271 members 
Entering Unmasked Estep 
Score: -17076018.000000 Penalty: 1173.838135
	Iteration 58Q: 3 clusters Score -1.707602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 369328 members 
Entering Unmasked Estep 
Score: -17076040.000000 Penalty: 1173.838135
	Iteration 59Q: 3 clusters Score -1.707604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 369373 members 
Entering Unmasked Estep 
Score: -17076040.000000 Penalty: 1173.838135
	Iteration 60F: 3 clusters Score -1.707604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 369420 members 
Entering Unmasked Estep 
Score: -17076048.000000 Penalty: 1173.838135
	Iteration 61Q: 3 clusters Score -1.707605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 369454 members 
Entering Unmasked Estep 
Score: -17076056.000000 Penalty: 1173.838135
	Iteration 62Q: 3 clusters Score -1.707606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 369484 members 
Entering Unmasked Estep 
Score: -17076072.000000 Penalty: 1173.838135
	Iteration 63Q: 3 clusters Score -1.707607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 369510 members 
Entering Unmasked Estep 
Score: -17076066.000000 Penalty: 1173.838135
	Iteration 64Q: 3 clusters Score -1.707607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 369529 members 
Entering Unmasked Estep 
Score: -17076074.000000 Penalty: 1173.838135
	Iteration 65Q: 3 clusters Score -1.707607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 369551 members 
Entering Unmasked Estep 
Score: -17076068.000000 Penalty: 1173.838135
	Iteration 66Q: 3 clusters Score -1.707607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 369565 members 
Entering Unmasked Estep 
Score: -17076052.000000 Penalty: 1173.838135
	Iteration 67Q: 3 clusters Score -1.707605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 369585 members 
Entering Unmasked Estep 
Score: -17076062.000000 Penalty: 1173.838135
	Iteration 68Q: 3 clusters Score -1.707606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 369604 members 
Entering Unmasked Estep 
Score: -17076070.000000 Penalty: 1173.838135
	Iteration 69Q: 3 clusters Score -1.707607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 369619 members 
Entering Unmasked Estep 
Score: -17076062.000000 Penalty: 1173.838135
	Iteration 70Q: 3 clusters Score -1.707606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 369629 members 
Entering Unmasked Estep 
Score: -17076070.000000 Penalty: 1173.838135
	Iteration 71Q: 3 clusters Score -1.707607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 369637 members 
Entering Unmasked Estep 
Score: -17076068.000000 Penalty: 1173.838135
	Iteration 72Q: 3 clusters Score -1.707607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 369644 members 
Entering Unmasked Estep 
Score: -17076072.000000 Penalty: 1173.838135
	Iteration 73Q: 3 clusters Score -1.707607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 369646 members 
Entering Unmasked Estep 
Score: -17076070.000000 Penalty: 1173.838135
	Iteration 74Q: 3 clusters Score -1.707607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 369649 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 75Q: 3 clusters Score -1.707608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 369653 members 
Entering Unmasked Estep 
Score: -17076076.000000 Penalty: 1173.838135
	Iteration 76Q: 3 clusters Score -1.707608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 369656 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 77Q: 3 clusters Score -1.707608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 369661 members 
Entering Unmasked Estep 
Score: -17076084.000000 Penalty: 1173.838135
	Iteration 78Q: 3 clusters Score -1.707608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 369668 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 79Q: 3 clusters Score -1.707608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 369673 members 
Entering Unmasked Estep 
Score: -17076082.000000 Penalty: 1173.838135
	Iteration 80F: 3 clusters Score -1.707608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 369679 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 81Q: 3 clusters Score -1.707608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 369684 members 
Entering Unmasked Estep 
Score: -17076086.000000 Penalty: 1173.838135
	Iteration 82Q: 3 clusters Score -1.707609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 369688 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 83Q: 3 clusters Score -1.707608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 369691 members 
Entering Unmasked Estep 
Score: -17076080.000000 Penalty: 1173.838135
	Iteration 84Q: 3 clusters Score -1.707608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 369697 members 
Entering Unmasked Estep 
Score: -17076092.000000 Penalty: 1173.838135
	Iteration 85Q: 3 clusters Score -1.707609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 369702 members 
Entering Unmasked Estep 
Score: -17076092.000000 Penalty: 1173.838135
	Iteration 86Q: 3 clusters Score -1.707609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 369709 members 
Entering Unmasked Estep 
Score: -17076092.000000 Penalty: 1173.838135
	Iteration 87Q: 3 clusters Score -1.707609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 369718 members 
Entering Unmasked Estep 
Score: -17076098.000000 Penalty: 1173.838135
	Iteration 88Q: 3 clusters Score -1.70761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 369725 members 
Entering Unmasked Estep 
Score: -17076098.000000 Penalty: 1173.838135
	Iteration 89Q: 3 clusters Score -1.70761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 369730 members 
Entering Unmasked Estep 
Score: -17076088.000000 Penalty: 1173.838135
	Iteration 90Q: 3 clusters Score -1.707609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 369732 members 
Entering Unmasked Estep 
Score: -17076084.000000 Penalty: 1173.838135
	Iteration 91Q: 3 clusters Score -1.707608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 369735 members 
Entering Unmasked Estep 
Score: -17076088.000000 Penalty: 1173.838135
	Iteration 92Q: 3 clusters Score -1.707609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 369736 members 
Entering Unmasked Estep 
Score: -17076088.000000 Penalty: 1173.838135
	Iteration 93Q: 3 clusters Score -1.707609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 369737 members 
Entering Unmasked Estep 
Score: -17076086.000000 Penalty: 1173.838135
	Iteration 94Q: 3 clusters Score -1.707609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 369738 members 
Entering Unmasked Estep 
Score: -17076088.000000 Penalty: 1173.838135
	Iteration 95Q: 3 clusters Score -1.707609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 369741 members 
Entering Unmasked Estep 
Score: -17076098.000000 Penalty: 1173.838135
	Iteration 96Q: 3 clusters Score -1.70761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 369744 members 
Entering Unmasked Estep 
Score: -17076092.000000 Penalty: 1173.838135
	Iteration 97Q: 3 clusters Score -1.707609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 369744 members 
Entering Unmasked Estep 
Score: -17076092.000000 Penalty: 1173.838135
	Iteration 98F: 3 clusters Score -1.707609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 96885 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 233900 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 369744 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 11 contains 30296 members 
Mstep: Class 13 contains 280917 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 24289 members 
Entering Unmasked Estep 
Score: -46858048.000000 Penalty: 7603.147461
Splitting cluster 11 changes total score from -46828200.000000 to -46858048.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (280917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280917 members 
Entering Unmasked Estep 
Score: -12579081.000000 Penalty: 570.834534
	Iteration 0F: 2 clusters Score -1.257908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -12389860.000000 Penalty: 1141.669067
	Iteration 0F: 3 clusters Score -1.238986e+07 nChanged 138638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -12480391.000000 Penalty: 1141.669067
	Iteration 1F: 3 clusters Score -1.248039e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -12489513.000000 Penalty: 1141.669067
	Iteration 2F: 3 clusters Score -1.248951e+07 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 139370 members 
Entering Unmasked Estep 
Score: -12504657.000000 Penalty: 1141.669067
	Iteration 3F: 3 clusters Score -1.250466e+07 nChanged 20996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 137754 members 
Entering Unmasked Estep 
Score: -12522565.000000 Penalty: 1141.669067
	Iteration 4F: 3 clusters Score -1.252256e+07 nChanged 18797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -12534388.000000 Penalty: 1141.669067
	Iteration 5F: 3 clusters Score -1.253439e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -12538616.000000 Penalty: 1141.669067
	Iteration 6Q: 3 clusters Score -1.253862e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 134853 members 
Entering Unmasked Estep 
Score: -12540601.000000 Penalty: 1141.669067
	Iteration 7Q: 3 clusters Score -1.25406e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -12542088.000000 Penalty: 1141.669067
	Iteration 8Q: 3 clusters Score -1.254209e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -12543519.000000 Penalty: 1141.669067
	Iteration 9Q: 3 clusters Score -1.254352e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 132871 members 
Entering Unmasked Estep 
Score: -12544884.000000 Penalty: 1141.669067
	Iteration 10Q: 3 clusters Score -1.254488e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148568 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -12546608.000000 Penalty: 1141.669067
	Iteration 11Q: 3 clusters Score -1.254661e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 131822 members 
Entering Unmasked Estep 
Score: -12547928.000000 Penalty: 1141.669067
	Iteration 12Q: 3 clusters Score -1.254793e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -12549409.000000 Penalty: 1141.669067
	Iteration 13Q: 3 clusters Score -1.254941e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149789 members 
Mstep: Class 2 contains 131128 members 
Entering Unmasked Estep 
Score: -12550624.000000 Penalty: 1141.669067
	Iteration 14Q: 3 clusters Score -1.255062e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -12551711.000000 Penalty: 1141.669067
	Iteration 15Q: 3 clusters Score -1.255171e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -12552618.000000 Penalty: 1141.669067
	Iteration 16Q: 3 clusters Score -1.255262e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149977 members 
Mstep: Class 2 contains 130940 members 
Entering Unmasked Estep 
Score: -12553428.000000 Penalty: 1141.669067
	Iteration 17Q: 3 clusters Score -1.255343e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -12554070.000000 Penalty: 1141.669067
	Iteration 18Q: 3 clusters Score -1.255407e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149733 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -12554747.000000 Penalty: 1141.669067
	Iteration 19Q: 3 clusters Score -1.255475e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -12555072.000000 Penalty: 1141.669067
	Iteration 20F: 3 clusters Score -1.255507e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -12555422.000000 Penalty: 1141.669067
	Iteration 21Q: 3 clusters Score -1.255542e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148958 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -12555673.000000 Penalty: 1141.669067
	Iteration 22Q: 3 clusters Score -1.255567e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -12555853.000000 Penalty: 1141.669067
	Iteration 23Q: 3 clusters Score -1.255585e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -12555908.000000 Penalty: 1141.669067
	Iteration 24Q: 3 clusters Score -1.255591e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 133185 members 
Entering Unmasked Estep 
Score: -12556054.000000 Penalty: 1141.669067
	Iteration 25Q: 3 clusters Score -1.255605e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -12556170.000000 Penalty: 1141.669067
	Iteration 26Q: 3 clusters Score -1.255617e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -12556215.000000 Penalty: 1141.669067
	Iteration 27Q: 3 clusters Score -1.255622e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -12556219.000000 Penalty: 1141.669067
	Iteration 28Q: 3 clusters Score -1.255622e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 134945 members 
Entering Unmasked Estep 
Score: -12556225.000000 Penalty: 1141.669067
	Iteration 29Q: 3 clusters Score -1.255622e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -12556322.000000 Penalty: 1141.669067
	Iteration 30Q: 3 clusters Score -1.255632e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -12556339.000000 Penalty: 1141.669067
	Iteration 31Q: 3 clusters Score -1.255634e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 136304 members 
Entering Unmasked Estep 
Score: -12556346.000000 Penalty: 1141.669067
	Iteration 32Q: 3 clusters Score -1.255635e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 136818 members 
Entering Unmasked Estep 
Score: -12556337.000000 Penalty: 1141.669067
	Iteration 33Q: 3 clusters Score -1.255634e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -12556340.000000 Penalty: 1141.669067
	Iteration 34Q: 3 clusters Score -1.255634e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -12556348.000000 Penalty: 1141.669067
	Iteration 35Q: 3 clusters Score -1.255635e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -12556352.000000 Penalty: 1141.669067
	Iteration 36Q: 3 clusters Score -1.255635e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -12556348.000000 Penalty: 1141.669067
	Iteration 37Q: 3 clusters Score -1.255635e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 139612 members 
Entering Unmasked Estep 
Score: -12556408.000000 Penalty: 1141.669067
	Iteration 38Q: 3 clusters Score -1.255641e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -12556401.000000 Penalty: 1141.669067
	Iteration 39Q: 3 clusters Score -1.25564e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 140869 members 
Entering Unmasked Estep 
Score: -12556400.000000 Penalty: 1141.669067
	Iteration 40F: 3 clusters Score -1.25564e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139397 members 
Mstep: Class 2 contains 141520 members 
Entering Unmasked Estep 
Score: -12556406.000000 Penalty: 1141.669067
	Iteration 41Q: 3 clusters Score -1.255641e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138741 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -12556430.000000 Penalty: 1141.669067
	Iteration 42Q: 3 clusters Score -1.255643e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138158 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -12556379.000000 Penalty: 1141.669067
	Iteration 43Q: 3 clusters Score -1.255638e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -12556359.000000 Penalty: 1141.669067
	Iteration 44Q: 3 clusters Score -1.255636e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -12556322.000000 Penalty: 1141.669067
	Iteration 45Q: 3 clusters Score -1.255632e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136450 members 
Mstep: Class 2 contains 144467 members 
Entering Unmasked Estep 
Score: -12556298.000000 Penalty: 1141.669067
	Iteration 46Q: 3 clusters Score -1.25563e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 144989 members 
Entering Unmasked Estep 
Score: -12556240.000000 Penalty: 1141.669067
	Iteration 47Q: 3 clusters Score -1.255624e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 145548 members 
Entering Unmasked Estep 
Score: -12556197.000000 Penalty: 1141.669067
	Iteration 48Q: 3 clusters Score -1.25562e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 146116 members 
Entering Unmasked Estep 
Score: -12556215.000000 Penalty: 1141.669067
	Iteration 49Q: 3 clusters Score -1.255622e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134222 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -12556285.000000 Penalty: 1141.669067
	Iteration 50Q: 3 clusters Score -1.255628e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133629 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -12556274.000000 Penalty: 1141.669067
	Iteration 51Q: 3 clusters Score -1.255627e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -12556317.000000 Penalty: 1141.669067
	Iteration 52Q: 3 clusters Score -1.255632e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -12556295.000000 Penalty: 1141.669067
	Iteration 53Q: 3 clusters Score -1.25563e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -12556325.000000 Penalty: 1141.669067
	Iteration 54Q: 3 clusters Score -1.255632e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -12556318.000000 Penalty: 1141.669067
	Iteration 55Q: 3 clusters Score -1.255632e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -12556375.000000 Penalty: 1141.669067
	Iteration 56Q: 3 clusters Score -1.255638e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129959 members 
Mstep: Class 2 contains 150958 members 
Entering Unmasked Estep 
Score: -12556480.000000 Penalty: 1141.669067
	Iteration 57Q: 3 clusters Score -1.255648e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -12556494.000000 Penalty: 1141.669067
	Iteration 58Q: 3 clusters Score -1.255649e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128753 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -12556679.000000 Penalty: 1141.669067
	Iteration 59Q: 3 clusters Score -1.255668e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -12556738.000000 Penalty: 1141.669067
	Iteration 60F: 3 clusters Score -1.255674e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -12556752.000000 Penalty: 1141.669067
	Iteration 61Q: 3 clusters Score -1.255675e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -12556819.000000 Penalty: 1141.669067
	Iteration 62Q: 3 clusters Score -1.255682e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -12556937.000000 Penalty: 1141.669067
	Iteration 63Q: 3 clusters Score -1.255694e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -12557042.000000 Penalty: 1141.669067
	Iteration 64Q: 3 clusters Score -1.255704e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124482 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -12557121.000000 Penalty: 1141.669067
	Iteration 65Q: 3 clusters Score -1.255712e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123652 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -12557207.000000 Penalty: 1141.669067
	Iteration 66Q: 3 clusters Score -1.255721e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -12557263.000000 Penalty: 1141.669067
	Iteration 67Q: 3 clusters Score -1.255726e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -12557329.000000 Penalty: 1141.669067
	Iteration 68Q: 3 clusters Score -1.255733e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -12557511.000000 Penalty: 1141.669067
	Iteration 69Q: 3 clusters Score -1.255751e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120095 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -12557598.000000 Penalty: 1141.669067
	Iteration 70Q: 3 clusters Score -1.25576e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -12557719.000000 Penalty: 1141.669067
	Iteration 71Q: 3 clusters Score -1.255772e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -12557923.000000 Penalty: 1141.669067
	Iteration 72Q: 3 clusters Score -1.255792e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 163615 members 
Entering Unmasked Estep 
Score: -12558064.000000 Penalty: 1141.669067
	Iteration 73Q: 3 clusters Score -1.255806e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -12558165.000000 Penalty: 1141.669067
	Iteration 74Q: 3 clusters Score -1.255816e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -12558256.000000 Penalty: 1141.669067
	Iteration 75Q: 3 clusters Score -1.255826e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -12558468.000000 Penalty: 1141.669067
	Iteration 76Q: 3 clusters Score -1.255847e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -12558669.000000 Penalty: 1141.669067
	Iteration 77Q: 3 clusters Score -1.255867e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -12558803.000000 Penalty: 1141.669067
	Iteration 78Q: 3 clusters Score -1.25588e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -12558932.000000 Penalty: 1141.669067
	Iteration 79Q: 3 clusters Score -1.255893e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -12559110.000000 Penalty: 1141.669067
	Iteration 80F: 3 clusters Score -1.255911e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -12559273.000000 Penalty: 1141.669067
	Iteration 81Q: 3 clusters Score -1.255927e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 174640 members 
Entering Unmasked Estep 
Score: -12559436.000000 Penalty: 1141.669067
	Iteration 82Q: 3 clusters Score -1.255944e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -12559690.000000 Penalty: 1141.669067
	Iteration 83Q: 3 clusters Score -1.255969e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 177593 members 
Entering Unmasked Estep 
Score: -12559916.000000 Penalty: 1141.669067
	Iteration 84Q: 3 clusters Score -1.255992e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -12560134.000000 Penalty: 1141.669067
	Iteration 85Q: 3 clusters Score -1.256013e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -12560408.000000 Penalty: 1141.669067
	Iteration 86Q: 3 clusters Score -1.256041e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 182380 members 
Entering Unmasked Estep 
Score: -12560579.000000 Penalty: 1141.669067
	Iteration 87Q: 3 clusters Score -1.256058e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 184100 members 
Entering Unmasked Estep 
Score: -12560766.000000 Penalty: 1141.669067
	Iteration 88Q: 3 clusters Score -1.256077e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 185812 members 
Entering Unmasked Estep 
Score: -12560964.000000 Penalty: 1141.669067
	Iteration 89Q: 3 clusters Score -1.256096e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 187655 members 
Entering Unmasked Estep 
Score: -12561197.000000 Penalty: 1141.669067
	Iteration 90Q: 3 clusters Score -1.25612e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -12561440.000000 Penalty: 1141.669067
	Iteration 91Q: 3 clusters Score -1.256144e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -12561703.000000 Penalty: 1141.669067
	Iteration 92Q: 3 clusters Score -1.25617e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 192976 members 
Entering Unmasked Estep 
Score: -12561948.000000 Penalty: 1141.669067
	Iteration 93Q: 3 clusters Score -1.256195e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 194784 members 
Entering Unmasked Estep 
Score: -12562201.000000 Penalty: 1141.669067
	Iteration 94Q: 3 clusters Score -1.25622e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -12562378.000000 Penalty: 1141.669067
	Iteration 95Q: 3 clusters Score -1.256238e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 198416 members 
Entering Unmasked Estep 
Score: -12562535.000000 Penalty: 1141.669067
	Iteration 96Q: 3 clusters Score -1.256254e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 200151 members 
Entering Unmasked Estep 
Score: -12562717.000000 Penalty: 1141.669067
	Iteration 97Q: 3 clusters Score -1.256272e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 201944 members 
Entering Unmasked Estep 
Score: -12562904.000000 Penalty: 1141.669067
	Iteration 98Q: 3 clusters Score -1.25629e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 203722 members 
Entering Unmasked Estep 
Score: -12563232.000000 Penalty: 1141.669067
	Iteration 99Q: 3 clusters Score -1.256323e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 205514 members 
Entering Unmasked Estep 
Score: -12563546.000000 Penalty: 1141.669067
	Iteration 100F: 3 clusters Score -1.256355e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 207335 members 
Entering Unmasked Estep 
Score: -12563767.000000 Penalty: 1141.669067
	Iteration 101Q: 3 clusters Score -1.256377e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -12563918.000000 Penalty: 1141.669067
	Iteration 102Q: 3 clusters Score -1.256392e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 210959 members 
Entering Unmasked Estep 
Score: -12564184.000000 Penalty: 1141.669067
	Iteration 103Q: 3 clusters Score -1.256418e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 212896 members 
Entering Unmasked Estep 
Score: -12564471.000000 Penalty: 1141.669067
	Iteration 104Q: 3 clusters Score -1.256447e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -12564822.000000 Penalty: 1141.669067
	Iteration 105Q: 3 clusters Score -1.256482e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 216801 members 
Entering Unmasked Estep 
Score: -12565069.000000 Penalty: 1141.669067
	Iteration 106Q: 3 clusters Score -1.256507e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 218731 members 
Entering Unmasked Estep 
Score: -12565362.000000 Penalty: 1141.669067
	Iteration 107Q: 3 clusters Score -1.256536e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 220695 members 
Entering Unmasked Estep 
Score: -12565575.000000 Penalty: 1141.669067
	Iteration 108Q: 3 clusters Score -1.256558e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 222653 members 
Entering Unmasked Estep 
Score: -12565917.000000 Penalty: 1141.669067
	Iteration 109Q: 3 clusters Score -1.256592e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 224659 members 
Entering Unmasked Estep 
Score: -12566211.000000 Penalty: 1141.669067
	Iteration 110Q: 3 clusters Score -1.256621e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 226679 members 
Entering Unmasked Estep 
Score: -12566567.000000 Penalty: 1141.669067
	Iteration 111Q: 3 clusters Score -1.256657e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 228723 members 
Entering Unmasked Estep 
Score: -12567051.000000 Penalty: 1141.669067
	Iteration 112Q: 3 clusters Score -1.256705e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 230726 members 
Entering Unmasked Estep 
Score: -12567496.000000 Penalty: 1141.669067
	Iteration 113Q: 3 clusters Score -1.25675e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 232630 members 
Entering Unmasked Estep 
Score: -12567840.000000 Penalty: 1141.669067
	Iteration 114Q: 3 clusters Score -1.256784e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 234539 members 
Entering Unmasked Estep 
Score: -12568214.000000 Penalty: 1141.669067
	Iteration 115Q: 3 clusters Score -1.256821e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 236491 members 
Entering Unmasked Estep 
Score: -12568561.000000 Penalty: 1141.669067
	Iteration 116Q: 3 clusters Score -1.256856e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 238475 members 
Entering Unmasked Estep 
Score: -12569025.000000 Penalty: 1141.669067
	Iteration 117Q: 3 clusters Score -1.256902e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 240459 members 
Entering Unmasked Estep 
Score: -12569381.000000 Penalty: 1141.669067
	Iteration 118Q: 3 clusters Score -1.256938e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 242371 members 
Entering Unmasked Estep 
Score: -12569720.000000 Penalty: 1141.669067
	Iteration 119Q: 3 clusters Score -1.256972e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 244302 members 
Entering Unmasked Estep 
Score: -12570087.000000 Penalty: 1141.669067
	Iteration 120F: 3 clusters Score -1.257009e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 246204 members 
Entering Unmasked Estep 
Score: -12570573.000000 Penalty: 1141.669067
	Iteration 121Q: 3 clusters Score -1.257057e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 248055 members 
Entering Unmasked Estep 
Score: -12570925.000000 Penalty: 1141.669067
	Iteration 122Q: 3 clusters Score -1.257092e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 249872 members 
Entering Unmasked Estep 
Score: -12571378.000000 Penalty: 1141.669067
	Iteration 123Q: 3 clusters Score -1.257138e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 251693 members 
Entering Unmasked Estep 
Score: -12571737.000000 Penalty: 1141.669067
	Iteration 124Q: 3 clusters Score -1.257174e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 253398 members 
Entering Unmasked Estep 
Score: -12572108.000000 Penalty: 1141.669067
	Iteration 125Q: 3 clusters Score -1.257211e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 255072 members 
Entering Unmasked Estep 
Score: -12572506.000000 Penalty: 1141.669067
	Iteration 126Q: 3 clusters Score -1.257251e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 256684 members 
Entering Unmasked Estep 
Score: -12572858.000000 Penalty: 1141.669067
	Iteration 127Q: 3 clusters Score -1.257286e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 258294 members 
Entering Unmasked Estep 
Score: -12573267.000000 Penalty: 1141.669067
	Iteration 128Q: 3 clusters Score -1.257327e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 259797 members 
Entering Unmasked Estep 
Score: -12573601.000000 Penalty: 1141.669067
	Iteration 129Q: 3 clusters Score -1.25736e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 261252 members 
Entering Unmasked Estep 
Score: -12573992.000000 Penalty: 1141.669067
	Iteration 130Q: 3 clusters Score -1.257399e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 262649 members 
Entering Unmasked Estep 
Score: -12574412.000000 Penalty: 1141.669067
	Iteration 131Q: 3 clusters Score -1.257441e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 264012 members 
Entering Unmasked Estep 
Score: -12574838.000000 Penalty: 1141.669067
	Iteration 132Q: 3 clusters Score -1.257484e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 265289 members 
Entering Unmasked Estep 
Score: -12575131.000000 Penalty: 1141.669067
	Iteration 133Q: 3 clusters Score -1.257513e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 266505 members 
Entering Unmasked Estep 
Score: -12575389.000000 Penalty: 1141.669067
	Iteration 134Q: 3 clusters Score -1.257539e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 267674 members 
Entering Unmasked Estep 
Score: -12575735.000000 Penalty: 1141.669067
	Iteration 135Q: 3 clusters Score -1.257574e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 268782 members 
Entering Unmasked Estep 
Score: -12576057.000000 Penalty: 1141.669067
	Iteration 136Q: 3 clusters Score -1.257606e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 269868 members 
Entering Unmasked Estep 
Score: -12576312.000000 Penalty: 1141.669067
	Iteration 137Q: 3 clusters Score -1.257631e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 270879 members 
Entering Unmasked Estep 
Score: -12576663.000000 Penalty: 1141.669067
	Iteration 138Q: 3 clusters Score -1.257666e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 271773 members 
Entering Unmasked Estep 
Score: -12576887.000000 Penalty: 1141.669067
	Iteration 139Q: 3 clusters Score -1.257689e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 272577 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 1141.669067
	Iteration 140F: 3 clusters Score -1.257712e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 273322 members 
Entering Unmasked Estep 
Score: -12577306.000000 Penalty: 1141.669067
	Iteration 141Q: 3 clusters Score -1.257731e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 273997 members 
Entering Unmasked Estep 
Score: -12577427.000000 Penalty: 1141.669067
	Iteration 142Q: 3 clusters Score -1.257743e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 274611 members 
Entering Unmasked Estep 
Score: -12577613.000000 Penalty: 1141.669067
	Iteration 143Q: 3 clusters Score -1.257761e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 275188 members 
Entering Unmasked Estep 
Score: -12577817.000000 Penalty: 1141.669067
	Iteration 144Q: 3 clusters Score -1.257782e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 275714 members 
Entering Unmasked Estep 
Score: -12577993.000000 Penalty: 1141.669067
	Iteration 145Q: 3 clusters Score -1.257799e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 276242 members 
Entering Unmasked Estep 
Score: -12578138.000000 Penalty: 1141.669067
	Iteration 146Q: 3 clusters Score -1.257814e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 276705 members 
Entering Unmasked Estep 
Score: -12578249.000000 Penalty: 1141.669067
	Iteration 147Q: 3 clusters Score -1.257825e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 277094 members 
Entering Unmasked Estep 
Score: -12578328.000000 Penalty: 1141.669067
	Iteration 148Q: 3 clusters Score -1.257833e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 277463 members 
Entering Unmasked Estep 
Score: -12578462.000000 Penalty: 1141.669067
	Iteration 149Q: 3 clusters Score -1.257846e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 277776 members 
Entering Unmasked Estep 
Score: -12578490.000000 Penalty: 1141.669067
	Iteration 150Q: 3 clusters Score -1.257849e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 278036 members 
Entering Unmasked Estep 
Score: -12578563.000000 Penalty: 1141.669067
	Iteration 151Q: 3 clusters Score -1.257856e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 278261 members 
Entering Unmasked Estep 
Score: -12578616.000000 Penalty: 1141.669067
	Iteration 152Q: 3 clusters Score -1.257862e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 278436 members 
Entering Unmasked Estep 
Score: -12578668.000000 Penalty: 1141.669067
	Iteration 153Q: 3 clusters Score -1.257867e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 278564 members 
Entering Unmasked Estep 
Score: -12578735.000000 Penalty: 1141.669067
	Iteration 154Q: 3 clusters Score -1.257874e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 278690 members 
Entering Unmasked Estep 
Score: -12578749.000000 Penalty: 1141.669067
	Iteration 155Q: 3 clusters Score -1.257875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 278815 members 
Entering Unmasked Estep 
Score: -12578776.000000 Penalty: 1141.669067
	Iteration 156Q: 3 clusters Score -1.257878e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 278936 members 
Entering Unmasked Estep 
Score: -12578807.000000 Penalty: 1141.669067
	Iteration 157Q: 3 clusters Score -1.257881e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 279030 members 
Entering Unmasked Estep 
Score: -12578825.000000 Penalty: 1141.669067
	Iteration 158Q: 3 clusters Score -1.257882e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 279117 members 
Entering Unmasked Estep 
Score: -12578837.000000 Penalty: 1141.669067
	Iteration 159Q: 3 clusters Score -1.257884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 279198 members 
Entering Unmasked Estep 
Score: -12578846.000000 Penalty: 1141.669067
	Iteration 160F: 3 clusters Score -1.257885e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 279273 members 
Entering Unmasked Estep 
Score: -12578855.000000 Penalty: 1141.669067
	Iteration 161Q: 3 clusters Score -1.257886e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 279334 members 
Entering Unmasked Estep 
Score: -12578848.000000 Penalty: 1141.669067
	Iteration 162Q: 3 clusters Score -1.257885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 279388 members 
Entering Unmasked Estep 
Score: -12578835.000000 Penalty: 1141.669067
	Iteration 163Q: 3 clusters Score -1.257884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 279438 members 
Entering Unmasked Estep 
Score: -12578845.000000 Penalty: 1141.669067
	Iteration 164Q: 3 clusters Score -1.257884e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 279483 members 
Entering Unmasked Estep 
Score: -12578840.000000 Penalty: 1141.669067
	Iteration 165Q: 3 clusters Score -1.257884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 279525 members 
Entering Unmasked Estep 
Score: -12578809.000000 Penalty: 1141.669067
	Iteration 166Q: 3 clusters Score -1.257881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 279571 members 
Entering Unmasked Estep 
Score: -12578840.000000 Penalty: 1141.669067
	Iteration 167Q: 3 clusters Score -1.257884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 279603 members 
Entering Unmasked Estep 
Score: -12578841.000000 Penalty: 1141.669067
	Iteration 168Q: 3 clusters Score -1.257884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 279629 members 
Entering Unmasked Estep 
Score: -12578845.000000 Penalty: 1141.669067
	Iteration 169Q: 3 clusters Score -1.257884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 279658 members 
Entering Unmasked Estep 
Score: -12578853.000000 Penalty: 1141.669067
	Iteration 170Q: 3 clusters Score -1.257885e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 279687 members 
Entering Unmasked Estep 
Score: -12578852.000000 Penalty: 1141.669067
	Iteration 171Q: 3 clusters Score -1.257885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 279710 members 
Entering Unmasked Estep 
Score: -12578851.000000 Penalty: 1141.669067
	Iteration 172Q: 3 clusters Score -1.257885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 279734 members 
Entering Unmasked Estep 
Score: -12578826.000000 Penalty: 1141.669067
	Iteration 173Q: 3 clusters Score -1.257883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 279762 members 
Entering Unmasked Estep 
Score: -12578821.000000 Penalty: 1141.669067
	Iteration 174Q: 3 clusters Score -1.257882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 279796 members 
Entering Unmasked Estep 
Score: -12578814.000000 Penalty: 1141.669067
	Iteration 175Q: 3 clusters Score -1.257881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 279830 members 
Entering Unmasked Estep 
Score: -12578803.000000 Penalty: 1141.669067
	Iteration 176Q: 3 clusters Score -1.25788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 279868 members 
Entering Unmasked Estep 
Score: -12578813.000000 Penalty: 1141.669067
	Iteration 177Q: 3 clusters Score -1.257881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 279899 members 
Entering Unmasked Estep 
Score: -12578807.000000 Penalty: 1141.669067
	Iteration 178Q: 3 clusters Score -1.257881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 279932 members 
Entering Unmasked Estep 
Score: -12578780.000000 Penalty: 1141.669067
	Iteration 179Q: 3 clusters Score -1.257878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 279960 members 
Entering Unmasked Estep 
Score: -12578757.000000 Penalty: 1141.669067
	Iteration 180F: 3 clusters Score -1.257876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 279990 members 
Entering Unmasked Estep 
Score: -12578755.000000 Penalty: 1141.669067
	Iteration 181Q: 3 clusters Score -1.257876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 280014 members 
Entering Unmasked Estep 
Score: -12578760.000000 Penalty: 1141.669067
	Iteration 182Q: 3 clusters Score -1.257876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 280033 members 
Entering Unmasked Estep 
Score: -12578767.000000 Penalty: 1141.669067
	Iteration 183Q: 3 clusters Score -1.257877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 280055 members 
Entering Unmasked Estep 
Score: -12578780.000000 Penalty: 1141.669067
	Iteration 184Q: 3 clusters Score -1.257878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 280074 members 
Entering Unmasked Estep 
Score: -12578782.000000 Penalty: 1141.669067
	Iteration 185Q: 3 clusters Score -1.257878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 280092 members 
Entering Unmasked Estep 
Score: -12578767.000000 Penalty: 1141.669067
	Iteration 186Q: 3 clusters Score -1.257877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 280117 members 
Entering Unmasked Estep 
Score: -12578776.000000 Penalty: 1141.669067
	Iteration 187Q: 3 clusters Score -1.257878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 280138 members 
Entering Unmasked Estep 
Score: -12578778.000000 Penalty: 1141.669067
	Iteration 188Q: 3 clusters Score -1.257878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 280154 members 
Entering Unmasked Estep 
Score: -12578779.000000 Penalty: 1141.669067
	Iteration 189Q: 3 clusters Score -1.257878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 280165 members 
Entering Unmasked Estep 
Score: -12578774.000000 Penalty: 1141.669067
	Iteration 190Q: 3 clusters Score -1.257877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 280176 members 
Entering Unmasked Estep 
Score: -12578766.000000 Penalty: 1141.669067
	Iteration 191Q: 3 clusters Score -1.257877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 280183 members 
Entering Unmasked Estep 
Score: -12578773.000000 Penalty: 1141.669067
	Iteration 192Q: 3 clusters Score -1.257877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 280190 members 
Entering Unmasked Estep 
Score: -12578779.000000 Penalty: 1141.669067
	Iteration 193Q: 3 clusters Score -1.257878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 280199 members 
Entering Unmasked Estep 
Score: -12578784.000000 Penalty: 1141.669067
	Iteration 194Q: 3 clusters Score -1.257878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 280210 members 
Entering Unmasked Estep 
Score: -12578779.000000 Penalty: 1141.669067
	Iteration 195Q: 3 clusters Score -1.257878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 280224 members 
Entering Unmasked Estep 
Score: -12578767.000000 Penalty: 1141.669067
	Iteration 196Q: 3 clusters Score -1.257877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 280239 members 
Entering Unmasked Estep 
Score: -12578765.000000 Penalty: 1141.669067
	Iteration 197Q: 3 clusters Score -1.257876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 280246 members 
Entering Unmasked Estep 
Score: -12578769.000000 Penalty: 1141.669067
	Iteration 198Q: 3 clusters Score -1.257877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 280254 members 
Entering Unmasked Estep 
Score: -12578762.000000 Penalty: 1141.669067
	Iteration 199Q: 3 clusters Score -1.257876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 280257 members 
Entering Unmasked Estep 
Score: -12578754.000000 Penalty: 1141.669067
	Iteration 200F: 3 clusters Score -1.257875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 280263 members 
Entering Unmasked Estep 
Score: -12578761.000000 Penalty: 1141.669067
	Iteration 201Q: 3 clusters Score -1.257876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 280267 members 
Entering Unmasked Estep 
Score: -12578767.000000 Penalty: 1141.669067
	Iteration 202Q: 3 clusters Score -1.257877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 280269 members 
Entering Unmasked Estep 
Score: -12578765.000000 Penalty: 1141.669067
	Iteration 203Q: 3 clusters Score -1.257876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 280272 members 
Entering Unmasked Estep 
Score: -12578761.000000 Penalty: 1141.669067
	Iteration 204Q: 3 clusters Score -1.257876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 280270 members 
Entering Unmasked Estep 
Score: -12578762.000000 Penalty: 1141.669067
	Iteration 205Q: 3 clusters Score -1.257876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 280271 members 
Entering Unmasked Estep 
Score: -12578759.000000 Penalty: 1141.669067
	Iteration 206Q: 3 clusters Score -1.257876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 280274 members 
Entering Unmasked Estep 
Score: -12578755.000000 Penalty: 1141.669067
	Iteration 207Q: 3 clusters Score -1.257876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 280274 members 
Entering Unmasked Estep 
Score: -12578758.000000 Penalty: 1141.669067
	Iteration 208Q: 3 clusters Score -1.257876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 280274 members 
Entering Unmasked Estep 
Score: -12578758.000000 Penalty: 1141.669067
	Iteration 209F: 3 clusters Score -1.257876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -113785.257812 Penalty: 355.481628
	Iteration 0F: 2 clusters Score -113785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -112023.875000 Penalty: 710.963257
	Iteration 0F: 3 clusters Score -112023.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -112572.554688 Penalty: 710.963257
	Iteration 1F: 3 clusters Score -112572.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -112656.093750 Penalty: 710.963257
	Iteration 2F: 3 clusters Score -112656.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -112721.507812 Penalty: 710.963257
	Iteration 3F: 3 clusters Score -112721.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -112786.945312 Penalty: 710.963257
	Iteration 4F: 3 clusters Score -112786.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112852.992188 Penalty: 710.963257
	Iteration 5F: 3 clusters Score -112853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112921.000000 Penalty: 710.963257
	Iteration 6Q: 3 clusters Score -112921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112995.335938 Penalty: 710.963257
	Iteration 7Q: 3 clusters Score -112995.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113074.718750 Penalty: 710.963257
	Iteration 8Q: 3 clusters Score -113074.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113162.585938 Penalty: 710.963257
	Iteration 9Q: 3 clusters Score -113162.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -113254.945312 Penalty: 710.963257
	Iteration 10Q: 3 clusters Score -113254.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -113362.437500 Penalty: 710.963257
	Iteration 11Q: 3 clusters Score -113362.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -113439.289062 Penalty: 710.963257
	Iteration 12Q: 3 clusters Score -113439.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -113489.320312 Penalty: 710.963257
	Iteration 13Q: 3 clusters Score -113489.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -113516.625000 Penalty: 710.963257
	Iteration 14Q: 3 clusters Score -113516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -113529.718750 Penalty: 710.963257
	Iteration 15Q: 3 clusters Score -113529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -113537.992188 Penalty: 710.963257
	Iteration 16Q: 3 clusters Score -113538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -113539.570312 Penalty: 710.963257
	Iteration 17Q: 3 clusters Score -113539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -113540.843750 Penalty: 710.963257
	Iteration 18Q: 3 clusters Score -113540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -113543.140625 Penalty: 710.963257
	Iteration 19Q: 3 clusters Score -113543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -113545.054688 Penalty: 710.963257
	Iteration 20F: 3 clusters Score -113545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -113550.148438 Penalty: 710.963257
	Iteration 21Q: 3 clusters Score -113550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -113550.148438 Penalty: 710.963257
	Iteration 22F: 3 clusters Score -113550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Entering Unmasked Estep 
Score: -1038403.312500 Penalty: 459.448944
	Iteration 0F: 2 clusters Score -1038403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1022440.562500 Penalty: 918.897888
	Iteration 0F: 3 clusters Score -1022441 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1028856.250000 Penalty: 918.897888
	Iteration 1F: 3 clusters Score -1028856 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1029164.000000 Penalty: 918.897888
	Iteration 2Q: 3 clusters Score -1029164 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1029710.812500 Penalty: 918.897888
	Iteration 3Q: 3 clusters Score -1029711 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1030624.687500 Penalty: 918.897888
	Iteration 4F: 3 clusters Score -1030625 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1031991.562500 Penalty: 918.897888
	Iteration 5F: 3 clusters Score -1031992 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1033600.812500 Penalty: 918.897888
	Iteration 6F: 3 clusters Score -1033601 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1034913.500000 Penalty: 918.897888
	Iteration 7F: 3 clusters Score -1034914 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1035871.562500 Penalty: 918.897888
	Iteration 8Q: 3 clusters Score -1035872 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1036456.062500 Penalty: 918.897888
	Iteration 9Q: 3 clusters Score -1036456 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1036818.187500 Penalty: 918.897888
	Iteration 10Q: 3 clusters Score -1036818 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1037045.562500 Penalty: 918.897888
	Iteration 11Q: 3 clusters Score -1037046 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1037200.562500 Penalty: 918.897888
	Iteration 12Q: 3 clusters Score -1037201 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1037312.437500 Penalty: 918.897888
	Iteration 13Q: 3 clusters Score -1037312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1037426.125000 Penalty: 918.897888
	Iteration 14Q: 3 clusters Score -1037426 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1037522.875000 Penalty: 918.897888
	Iteration 15Q: 3 clusters Score -1037523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1037617.312500 Penalty: 918.897888
	Iteration 16Q: 3 clusters Score -1037617 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1037701.625000 Penalty: 918.897888
	Iteration 17Q: 3 clusters Score -1037702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1037762.937500 Penalty: 918.897888
	Iteration 18Q: 3 clusters Score -1037763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1037808.437500 Penalty: 918.897888
	Iteration 19Q: 3 clusters Score -1037808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1037854.312500 Penalty: 918.897888
	Iteration 20F: 3 clusters Score -1037854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1037884.500000 Penalty: 918.897888
	Iteration 21Q: 3 clusters Score -1037884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1037914.000000 Penalty: 918.897888
	Iteration 22Q: 3 clusters Score -1037914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1037938.750000 Penalty: 918.897888
	Iteration 23Q: 3 clusters Score -1037939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1037958.812500 Penalty: 918.897888
	Iteration 24Q: 3 clusters Score -1037959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1037970.687500 Penalty: 918.897888
	Iteration 25Q: 3 clusters Score -1037971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1037984.062500 Penalty: 918.897888
	Iteration 26Q: 3 clusters Score -1037984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1037989.125000 Penalty: 918.897888
	Iteration 27Q: 3 clusters Score -1037989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1037994.625000 Penalty: 918.897888
	Iteration 28Q: 3 clusters Score -1037995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1038004.562500 Penalty: 918.897888
	Iteration 29Q: 3 clusters Score -1038005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1038015.250000 Penalty: 918.897888
	Iteration 30Q: 3 clusters Score -1038015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1038020.500000 Penalty: 918.897888
	Iteration 31Q: 3 clusters Score -1038020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1038024.312500 Penalty: 918.897888
	Iteration 32Q: 3 clusters Score -1038024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1038030.250000 Penalty: 918.897888
	Iteration 33Q: 3 clusters Score -1038030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1038032.937500 Penalty: 918.897888
	Iteration 34Q: 3 clusters Score -1038033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1038037.125000 Penalty: 918.897888
	Iteration 35Q: 3 clusters Score -1038037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1038041.062500 Penalty: 918.897888
	Iteration 36Q: 3 clusters Score -1038041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1038045.687500 Penalty: 918.897888
	Iteration 37Q: 3 clusters Score -1038046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1038046.750000 Penalty: 918.897888
	Iteration 38Q: 3 clusters Score -1038047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1038049.000000 Penalty: 918.897888
	Iteration 39Q: 3 clusters Score -1038049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1038050.812500 Penalty: 918.897888
	Iteration 40F: 3 clusters Score -1038051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1038053.187500 Penalty: 918.897888
	Iteration 41Q: 3 clusters Score -1038053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1038055.375000 Penalty: 918.897888
	Iteration 42Q: 3 clusters Score -1038055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1038057.687500 Penalty: 918.897888
	Iteration 43Q: 3 clusters Score -1038058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1038060.875000 Penalty: 918.897888
	Iteration 44Q: 3 clusters Score -1038061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1038062.312500 Penalty: 918.897888
	Iteration 45Q: 3 clusters Score -1038062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1038064.187500 Penalty: 918.897888
	Iteration 46Q: 3 clusters Score -1038064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1038063.125000 Penalty: 918.897888
	Iteration 47Q: 3 clusters Score -1038063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1038062.375000 Penalty: 918.897888
	Iteration 48Q: 3 clusters Score -1038062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1038065.375000 Penalty: 918.897888
	Iteration 49Q: 3 clusters Score -1038065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1038064.250000 Penalty: 918.897888
	Iteration 50Q: 3 clusters Score -1038064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1038065.375000 Penalty: 918.897888
	Iteration 51Q: 3 clusters Score -1038065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1038067.375000 Penalty: 918.897888
	Iteration 52Q: 3 clusters Score -1038067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1038067.312500 Penalty: 918.897888
	Iteration 53Q: 3 clusters Score -1038067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1038067.312500 Penalty: 918.897888
	Iteration 54F: 3 clusters Score -1038067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 233900 members 
Mstep: Class 7 contains 28170 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 11 contains 30296 members 
Mstep: Class 13 contains 280917 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46865552.000000 Penalty: 7603.147461
Iteration 39Q: 13 clusters Score -4.686555e+07 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 96176 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 239846 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 364100 members 
Mstep: Class 7 contains 28248 members 
Mstep: Class 9 contains 42964 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 13 contains 279092 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 24927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46877028.000000 Penalty: 7603.147461
Iteration 40F: 13 clusters Score -4.687703e+07 nChanged 30977
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 98677 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 241324 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 374668 members 
Mstep: Class 7 contains 27663 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 11 contains 30819 members 
Mstep: Class 13 contains 265311 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 24604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880304.000000 Penalty: 7603.147461
Iteration 41Q: 13 clusters Score -4.68803e+07 nChanged 25191
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 100991 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 242168 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 384110 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 9 contains 42647 members 
Mstep: Class 11 contains 32203 members 
Mstep: Class 13 contains 252263 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 24331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880736.000000 Penalty: 7603.147461
Iteration 42Q: 13 clusters Score -4.688074e+07 nChanged 24492
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 103175 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 243097 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 393029 members 
Mstep: Class 7 contains 26989 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 13 contains 239248 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46880248.000000 Penalty: 7603.147461
Iteration 43Q: 13 clusters Score -4.688025e+07 nChanged 24639
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 105315 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 244213 members 
Mstep: Class 5 contains 1140 members 
Mstep: Class 6 contains 401201 members 
Mstep: Class 7 contains 26743 members 
Mstep: Class 9 contains 42371 members 
Mstep: Class 11 contains 36016 members 
Mstep: Class 13 contains 226448 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 23871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46879356.000000 Penalty: 7603.147461
Iteration 44Q: 13 clusters Score -4.687936e+07 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 107292 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 246145 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 407627 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 9 contains 42208 members 
Mstep: Class 11 contains 38052 members 
Mstep: Class 13 contains 214689 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 23639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46878608.000000 Penalty: 7603.147461
Iteration 45Q: 13 clusters Score -4.687861e+07 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109059 members 
Mstep: Class 3 contains 6238 members 
Mstep: Class 4 contains 248585 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 412157 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 9 contains 42094 members 
Mstep: Class 11 contains 39971 members 
Mstep: Class 13 contains 204492 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 23420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46877548.000000 Penalty: 7603.147461
Iteration 46Q: 13 clusters Score -4.687755e+07 nChanged 22260
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110710 members 
Mstep: Class 3 contains 6407 members 
Mstep: Class 4 contains 251805 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 414484 members 
Mstep: Class 7 contains 26470 members 
Mstep: Class 9 contains 42027 members 
Mstep: Class 11 contains 41612 members 
Mstep: Class 13 contains 195965 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 23205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46876972.000000 Penalty: 7603.147461
Iteration 47Q: 13 clusters Score -4.687697e+07 nChanged 20808
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 112367 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 255681 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 414610 members 
Mstep: Class 7 contains 26482 members 
Mstep: Class 9 contains 41917 members 
Mstep: Class 11 contains 42917 members 
Mstep: Class 13 contains 189326 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 22952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46877884.000000 Penalty: 7603.147461
Iteration 48Q: 13 clusters Score -4.687788e+07 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 114032 members 
Mstep: Class 3 contains 6767 members 
Mstep: Class 4 contains 259898 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 413148 members 
Mstep: Class 7 contains 26511 members 
Mstep: Class 9 contains 41834 members 
Mstep: Class 11 contains 43850 members 
Mstep: Class 13 contains 184211 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 22737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 584.454651 but Gain 633.595703
Score: -46879260.000000 Penalty: 6969.551758
Iteration 49Q: 12 clusters Score -4.687926e+07 nChanged 18769
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 115702 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 264903 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 410566 members 
Mstep: Class 7 contains 26561 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 11 contains 44323 members 
Mstep: Class 13 contains 180280 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 22538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46882148.000000 Penalty: 6969.551758
Iteration 50Q: 12 clusters Score -4.688215e+07 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 117433 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 269989 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 406813 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 11 contains 44462 members 
Mstep: Class 13 contains 177136 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 22321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46884220.000000 Penalty: 6969.551758
Iteration 51Q: 12 clusters Score -4.688422e+07 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 119185 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 275545 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 402422 members 
Mstep: Class 7 contains 26759 members 
Mstep: Class 9 contains 41715 members 
Mstep: Class 11 contains 44320 members 
Mstep: Class 13 contains 174510 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 22079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885880.000000 Penalty: 6969.551758
Iteration 52Q: 12 clusters Score -4.688588e+07 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 120966 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 281154 members 
Mstep: Class 5 contains 1154 members 
Mstep: Class 6 contains 397722 members 
Mstep: Class 7 contains 26867 members 
Mstep: Class 9 contains 41640 members 
Mstep: Class 11 contains 43937 members 
Mstep: Class 13 contains 172341 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 21849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46888340.000000 Penalty: 6969.551758
Iteration 53Q: 12 clusters Score -4.688834e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 122750 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 286821 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 393093 members 
Mstep: Class 7 contains 26951 members 
Mstep: Class 9 contains 41569 members 
Mstep: Class 11 contains 43323 members 
Mstep: Class 13 contains 170255 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 21634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46890580.000000 Penalty: 6969.551758
Iteration 54Q: 12 clusters Score -4.689058e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 124510 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 292532 members 
Mstep: Class 5 contains 1152 members 
Mstep: Class 6 contains 388224 members 
Mstep: Class 7 contains 27020 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 11 contains 42658 members 
Mstep: Class 13 contains 168369 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 21441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46892684.000000 Penalty: 6969.551758
Iteration 55Q: 12 clusters Score -4.689268e+07 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 126361 members 
Mstep: Class 3 contains 7882 members 
Mstep: Class 4 contains 297799 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 383626 members 
Mstep: Class 7 contains 27095 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 11 contains 41935 members 
Mstep: Class 13 contains 166597 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 21281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46893620.000000 Penalty: 6969.551758
Iteration 56Q: 12 clusters Score -4.689362e+07 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 128284 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 302739 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 379401 members 
Mstep: Class 7 contains 27156 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 11 contains 41171 members 
Mstep: Class 13 contains 164720 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 21123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46894480.000000 Penalty: 6969.551758
Iteration 57Q: 12 clusters Score -4.689448e+07 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 130304 members 
Mstep: Class 3 contains 8170 members 
Mstep: Class 4 contains 307181 members 
Mstep: Class 5 contains 1161 members 
Mstep: Class 6 contains 375639 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 11 contains 40386 members 
Mstep: Class 13 contains 162831 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 20962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46895196.000000 Penalty: 6969.551758
Iteration 58Q: 12 clusters Score -4.68952e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 132340 members 
Mstep: Class 3 contains 8321 members 
Mstep: Class 4 contains 311086 members 
Mstep: Class 5 contains 1157 members 
Mstep: Class 6 contains 372290 members 
Mstep: Class 7 contains 27258 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 11 contains 39681 members 
Mstep: Class 13 contains 160935 members 
Mstep: Class 16 contains 507 members 
Mstep: Class 17 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 601.033813 but Gain 633.595703
Score: -46895392.000000 Penalty: 6335.956055
Iteration 59Q: 11 clusters Score -4.689539e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 134594 members 
Mstep: Class 3 contains 8661 members 
Mstep: Class 4 contains 314548 members 
Mstep: Class 5 contains 1148 members 
Mstep: Class 6 contains 369245 members 
Mstep: Class 7 contains 27350 members 
Mstep: Class 9 contains 41432 members 
Mstep: Class 11 contains 39075 members 
Mstep: Class 13 contains 159077 members 
Mstep: Class 17 contains 20716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46896736.000000 Penalty: 6335.956055
Iteration 60F: 11 clusters Score -4.689674e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 136511 members 
Mstep: Class 3 contains 8966 members 
Mstep: Class 4 contains 317500 members 
Mstep: Class 5 contains 1146 members 
Mstep: Class 6 contains 366589 members 
Mstep: Class 7 contains 27325 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 11 contains 38565 members 
Mstep: Class 13 contains 157325 members 
Mstep: Class 17 contains 20535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46896972.000000 Penalty: 6335.956055
Iteration 61Q: 11 clusters Score -4.689697e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 138219 members 
Mstep: Class 3 contains 9262 members 
Mstep: Class 4 contains 320159 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 364388 members 
Mstep: Class 7 contains 27323 members 
Mstep: Class 9 contains 41406 members 
Mstep: Class 11 contains 38131 members 
Mstep: Class 13 contains 155570 members 
Mstep: Class 17 contains 20304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897340.000000 Penalty: 6335.956055
Iteration 62Q: 11 clusters Score -4.689734e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 139564 members 
Mstep: Class 3 contains 9556 members 
Mstep: Class 4 contains 322333 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 362532 members 
Mstep: Class 7 contains 27332 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 13 contains 154188 members 
Mstep: Class 17 contains 20112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897272.000000 Penalty: 6335.956055
Iteration 63Q: 11 clusters Score -4.689727e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 140600 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 324307 members 
Mstep: Class 5 contains 1017 members 
Mstep: Class 6 contains 360948 members 
Mstep: Class 7 contains 27336 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 13 contains 152981 members 
Mstep: Class 17 contains 19940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897428.000000 Penalty: 6335.956055
Iteration 64Q: 11 clusters Score -4.689743e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 141433 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 325872 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 359506 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 13 contains 152146 members 
Mstep: Class 17 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897584.000000 Penalty: 6335.956055
Iteration 65Q: 11 clusters Score -4.689758e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142041 members 
Mstep: Class 3 contains 10552 members 
Mstep: Class 4 contains 327127 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 358276 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 11 contains 36922 members 
Mstep: Class 13 contains 151595 members 
Mstep: Class 17 contains 19614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46897756.000000 Penalty: 6335.956055
Iteration 66Q: 11 clusters Score -4.689776e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142551 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 4 contains 328165 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 357106 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 9 contains 41416 members 
Mstep: Class 11 contains 36703 members 
Mstep: Class 13 contains 151266 members 
Mstep: Class 17 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898176.000000 Penalty: 6335.956055
Iteration 67Q: 11 clusters Score -4.689818e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142901 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 329025 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 356080 members 
Mstep: Class 7 contains 27357 members 
Mstep: Class 9 contains 41413 members 
Mstep: Class 11 contains 36526 members 
Mstep: Class 13 contains 151053 members 
Mstep: Class 17 contains 19264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898424.000000 Penalty: 6335.956055
Iteration 68Q: 11 clusters Score -4.689842e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 143105 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 329846 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 355224 members 
Mstep: Class 7 contains 27363 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 11 contains 36392 members 
Mstep: Class 13 contains 150839 members 
Mstep: Class 17 contains 19100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898380.000000 Penalty: 6335.956055
Iteration 69Q: 11 clusters Score -4.689838e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 143187 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 330516 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 354396 members 
Mstep: Class 7 contains 27346 members 
Mstep: Class 9 contains 41367 members 
Mstep: Class 11 contains 36301 members 
Mstep: Class 13 contains 150790 members 
Mstep: Class 17 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898680.000000 Penalty: 6335.956055
Iteration 70Q: 11 clusters Score -4.689868e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 143155 members 
Mstep: Class 3 contains 12435 members 
Mstep: Class 4 contains 331154 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 353651 members 
Mstep: Class 7 contains 27334 members 
Mstep: Class 9 contains 41357 members 
Mstep: Class 11 contains 36235 members 
Mstep: Class 13 contains 150758 members 
Mstep: Class 17 contains 18839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898796.000000 Penalty: 6335.956055
Iteration 71Q: 11 clusters Score -4.68988e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 143058 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 331588 members 
Mstep: Class 5 contains 944 members 
Mstep: Class 6 contains 353015 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 9 contains 41373 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 13 contains 150872 members 
Mstep: Class 17 contains 18692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898968.000000 Penalty: 6335.956055
Iteration 72Q: 11 clusters Score -4.689897e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142879 members 
Mstep: Class 3 contains 13234 members 
Mstep: Class 4 contains 331988 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 352440 members 
Mstep: Class 7 contains 27286 members 
Mstep: Class 9 contains 41397 members 
Mstep: Class 11 contains 36123 members 
Mstep: Class 13 contains 151045 members 
Mstep: Class 17 contains 18532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46898864.000000 Penalty: 6335.956055
Iteration 73Q: 11 clusters Score -4.689886e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142578 members 
Mstep: Class 3 contains 13618 members 
Mstep: Class 4 contains 332403 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 351858 members 
Mstep: Class 7 contains 27286 members 
Mstep: Class 9 contains 41403 members 
Mstep: Class 11 contains 36081 members 
Mstep: Class 13 contains 151309 members 
Mstep: Class 17 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46899204.000000 Penalty: 6335.956055
Iteration 74Q: 11 clusters Score -4.68992e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 142193 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 332885 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 351208 members 
Mstep: Class 7 contains 27294 members 
Mstep: Class 9 contains 41407 members 
Mstep: Class 11 contains 36062 members 
Mstep: Class 13 contains 151611 members 
Mstep: Class 17 contains 18256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46899612.000000 Penalty: 6335.956055
Iteration 75Q: 11 clusters Score -4.689961e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 141787 members 
Mstep: Class 3 contains 14405 members 
Mstep: Class 4 contains 333284 members 
Mstep: Class 5 contains 935 members 
Mstep: Class 6 contains 350590 members 
Mstep: Class 7 contains 27292 members 
Mstep: Class 9 contains 41409 members 
Mstep: Class 11 contains 36064 members 
Mstep: Class 13 contains 151990 members 
Mstep: Class 17 contains 18110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46899732.000000 Penalty: 6335.956055
Iteration 76Q: 11 clusters Score -4.689973e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 141310 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 333670 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 349972 members 
Mstep: Class 7 contains 27284 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 11 contains 36081 members 
Mstep: Class 13 contains 152424 members 
Mstep: Class 17 contains 17961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900168.000000 Penalty: 6335.956055
Iteration 77Q: 11 clusters Score -4.690017e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 140873 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 4 contains 333902 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 349361 members 
Mstep: Class 7 contains 27276 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 11 contains 36112 members 
Mstep: Class 13 contains 152981 members 
Mstep: Class 17 contains 17831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900636.000000 Penalty: 6335.956055
Iteration 78Q: 11 clusters Score -4.690064e+07 nChanged 3744
Entering ConstructFrom: 
Score: -46900636.000000 Penalty: 6335.956055
Entering ConstructFrom: 
Trying to split cluster 2 (140415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Entering Unmasked Estep 
Score: -6133664.000000 Penalty: 539.282288
	Iteration 0F: 2 clusters Score -6133664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -6038346.000000 Penalty: 1078.564575
	Iteration 0F: 3 clusters Score -6038346 nChanged 69048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -6080924.000000 Penalty: 1078.564575
	Iteration 1F: 3 clusters Score -6080924 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -6082817.500000 Penalty: 1078.564575
	Iteration 2Q: 3 clusters Score -6082818 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -6085700.500000 Penalty: 1078.564575
	Iteration 3Q: 3 clusters Score -6085700 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -6090754.000000 Penalty: 1078.564575
	Iteration 4F: 3 clusters Score -6090754 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -6097983.000000 Penalty: 1078.564575
	Iteration 5F: 3 clusters Score -6097983 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -6104287.000000 Penalty: 1078.564575
	Iteration 6F: 3 clusters Score -6104287 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -6106710.500000 Penalty: 1078.564575
	Iteration 7Q: 3 clusters Score -6106710 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -6107198.500000 Penalty: 1078.564575
	Iteration 8Q: 3 clusters Score -6107198 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -6107332.500000 Penalty: 1078.564575
	Iteration 9Q: 3 clusters Score -6107332 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -6107409.500000 Penalty: 1078.564575
	Iteration 10Q: 3 clusters Score -6107410 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -6107495.500000 Penalty: 1078.564575
	Iteration 11Q: 3 clusters Score -6107496 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -6107555.000000 Penalty: 1078.564575
	Iteration 12Q: 3 clusters Score -6107555 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -6107608.000000 Penalty: 1078.564575
	Iteration 13Q: 3 clusters Score -6107608 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -6107753.000000 Penalty: 1078.564575
	Iteration 14Q: 3 clusters Score -6107753 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -6107821.000000 Penalty: 1078.564575
	Iteration 15Q: 3 clusters Score -6107821 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -6107874.000000 Penalty: 1078.564575
	Iteration 16Q: 3 clusters Score -6107874 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -6107959.500000 Penalty: 1078.564575
	Iteration 17Q: 3 clusters Score -6107960 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -6108178.000000 Penalty: 1078.564575
	Iteration 18Q: 3 clusters Score -6108178 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -6108362.000000 Penalty: 1078.564575
	Iteration 19Q: 3 clusters Score -6108362 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -6108521.500000 Penalty: 1078.564575
	Iteration 20F: 3 clusters Score -6108522 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -6108779.500000 Penalty: 1078.564575
	Iteration 21Q: 3 clusters Score -6108780 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -6109053.500000 Penalty: 1078.564575
	Iteration 22Q: 3 clusters Score -6109054 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -6109370.000000 Penalty: 1078.564575
	Iteration 23Q: 3 clusters Score -6109370 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -6109741.500000 Penalty: 1078.564575
	Iteration 24Q: 3 clusters Score -6109742 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -6110231.000000 Penalty: 1078.564575
	Iteration 25Q: 3 clusters Score -6110231 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -6110903.000000 Penalty: 1078.564575
	Iteration 26Q: 3 clusters Score -6110903 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -6111804.000000 Penalty: 1078.564575
	Iteration 27Q: 3 clusters Score -6111804 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -6112821.000000 Penalty: 1078.564575
	Iteration 28Q: 3 clusters Score -6112821 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -6114415.500000 Penalty: 1078.564575
	Iteration 29Q: 3 clusters Score -6114416 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -6116316.500000 Penalty: 1078.564575
	Iteration 30Q: 3 clusters Score -6116316 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -6118859.000000 Penalty: 1078.564575
	Iteration 31Q: 3 clusters Score -6118859 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -6121693.500000 Penalty: 1078.564575
	Iteration 32Q: 3 clusters Score -6121694 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -6124678.000000 Penalty: 1078.564575
	Iteration 33Q: 3 clusters Score -6124678 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -6127568.500000 Penalty: 1078.564575
	Iteration 34Q: 3 clusters Score -6127568 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -6129745.000000 Penalty: 1078.564575
	Iteration 35Q: 3 clusters Score -6129745 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -6131060.500000 Penalty: 1078.564575
	Iteration 36Q: 3 clusters Score -6131060 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -6131926.500000 Penalty: 1078.564575
	Iteration 37Q: 3 clusters Score -6131926 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -6132367.500000 Penalty: 1078.564575
	Iteration 38Q: 3 clusters Score -6132368 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -6132677.500000 Penalty: 1078.564575
	Iteration 39Q: 3 clusters Score -6132678 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -6133838.500000 Penalty: 1078.564575
	Iteration 40F: 3 clusters Score -6133838 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -6134353.500000 Penalty: 1078.564575
	Iteration 41Q: 3 clusters Score -6134354 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -6134611.000000 Penalty: 1078.564575
	Iteration 42Q: 3 clusters Score -6134611 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -6134791.000000 Penalty: 1078.564575
	Iteration 43Q: 3 clusters Score -6134791 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -6134845.500000 Penalty: 1078.564575
	Iteration 44Q: 3 clusters Score -6134846 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -6134876.000000 Penalty: 1078.564575
	Iteration 45Q: 3 clusters Score -6134876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -6134884.000000 Penalty: 1078.564575
	Iteration 46Q: 3 clusters Score -6134884 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -6134869.000000 Penalty: 1078.564575
	Iteration 47Q: 3 clusters Score -6134869 nChanged 183
Entering Unmasked Mstep 
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	Iteration 418Q: 3 clusters Score -6134910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -6134904.500000 Penalty: 1078.564575
	Iteration 419Q: 3 clusters Score -6134904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6134904.500000 Penalty: 1078.564575
	Iteration 420F: 3 clusters Score -6134904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -6134901.500000 Penalty: 1078.564575
	Iteration 421Q: 3 clusters Score -6134902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -6134906.000000 Penalty: 1078.564575
	Iteration 422Q: 3 clusters Score -6134906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -6134901.000000 Penalty: 1078.564575
	Iteration 423Q: 3 clusters Score -6134901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -6134908.500000 Penalty: 1078.564575
	Iteration 424Q: 3 clusters Score -6134908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -6134909.000000 Penalty: 1078.564575
	Iteration 425Q: 3 clusters Score -6134909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -6134915.000000 Penalty: 1078.564575
	Iteration 426Q: 3 clusters Score -6134915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -6134907.000000 Penalty: 1078.564575
	Iteration 427Q: 3 clusters Score -6134907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -6134915.500000 Penalty: 1078.564575
	Iteration 428Q: 3 clusters Score -6134916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6134923.500000 Penalty: 1078.564575
	Iteration 429Q: 3 clusters Score -6134924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -6134931.000000 Penalty: 1078.564575
	Iteration 430Q: 3 clusters Score -6134931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -6134920.000000 Penalty: 1078.564575
	Iteration 431Q: 3 clusters Score -6134920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -6134927.000000 Penalty: 1078.564575
	Iteration 432Q: 3 clusters Score -6134927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -6134930.500000 Penalty: 1078.564575
	Iteration 433Q: 3 clusters Score -6134930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102348 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -6134929.500000 Penalty: 1078.564575
	Iteration 434Q: 3 clusters Score -6134930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -6134930.500000 Penalty: 1078.564575
	Iteration 435Q: 3 clusters Score -6134930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -6134932.000000 Penalty: 1078.564575
	Iteration 436Q: 3 clusters Score -6134932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102396 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -6134926.500000 Penalty: 1078.564575
	Iteration 437Q: 3 clusters Score -6134926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -6134936.000000 Penalty: 1078.564575
	Iteration 438Q: 3 clusters Score -6134936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -6134932.000000 Penalty: 1078.564575
	Iteration 439Q: 3 clusters Score -6134932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -6134935.500000 Penalty: 1078.564575
	Iteration 440F: 3 clusters Score -6134936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -6134929.500000 Penalty: 1078.564575
	Iteration 441Q: 3 clusters Score -6134930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -6134936.500000 Penalty: 1078.564575
	Iteration 442Q: 3 clusters Score -6134936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -6134933.500000 Penalty: 1078.564575
	Iteration 443Q: 3 clusters Score -6134934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -6134930.500000 Penalty: 1078.564575
	Iteration 444Q: 3 clusters Score -6134930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6134931.500000 Penalty: 1078.564575
	Iteration 445Q: 3 clusters Score -6134932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -6134929.500000 Penalty: 1078.564575
	Iteration 446Q: 3 clusters Score -6134930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -6134924.000000 Penalty: 1078.564575
	Iteration 447Q: 3 clusters Score -6134924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -6134922.500000 Penalty: 1078.564575
	Iteration 448Q: 3 clusters Score -6134922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6134916.500000 Penalty: 1078.564575
	Iteration 449Q: 3 clusters Score -6134916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -6134916.000000 Penalty: 1078.564575
	Iteration 450Q: 3 clusters Score -6134916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6134916.000000 Penalty: 1078.564575
	Iteration 451Q: 3 clusters Score -6134916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -6134914.500000 Penalty: 1078.564575
	Iteration 452Q: 3 clusters Score -6134914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -6134912.000000 Penalty: 1078.564575
	Iteration 453Q: 3 clusters Score -6134912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -6134914.000000 Penalty: 1078.564575
	Iteration 454Q: 3 clusters Score -6134914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -6134911.000000 Penalty: 1078.564575
	Iteration 455Q: 3 clusters Score -6134911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -6134918.000000 Penalty: 1078.564575
	Iteration 456Q: 3 clusters Score -6134918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -6134918.000000 Penalty: 1078.564575
	Iteration 457Q: 3 clusters Score -6134918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -6134921.500000 Penalty: 1078.564575
	Iteration 458Q: 3 clusters Score -6134922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -6134919.000000 Penalty: 1078.564575
	Iteration 459Q: 3 clusters Score -6134919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6134920.000000 Penalty: 1078.564575
	Iteration 460F: 3 clusters Score -6134920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -6134913.000000 Penalty: 1078.564575
	Iteration 461Q: 3 clusters Score -6134913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -6134911.000000 Penalty: 1078.564575
	Iteration 462Q: 3 clusters Score -6134911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6134914.000000 Penalty: 1078.564575
	Iteration 463Q: 3 clusters Score -6134914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -6134914.000000 Penalty: 1078.564575
	Iteration 464Q: 3 clusters Score -6134914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -6134913.500000 Penalty: 1078.564575
	Iteration 465Q: 3 clusters Score -6134914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -6134916.500000 Penalty: 1078.564575
	Iteration 466Q: 3 clusters Score -6134916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6134909.500000 Penalty: 1078.564575
	Iteration 467Q: 3 clusters Score -6134910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -6134909.000000 Penalty: 1078.564575
	Iteration 468Q: 3 clusters Score -6134909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -6134907.500000 Penalty: 1078.564575
	Iteration 469Q: 3 clusters Score -6134908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6134910.500000 Penalty: 1078.564575
	Iteration 470Q: 3 clusters Score -6134910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -6134907.500000 Penalty: 1078.564575
	Iteration 471Q: 3 clusters Score -6134908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6134911.000000 Penalty: 1078.564575
	Iteration 472Q: 3 clusters Score -6134911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -6134912.500000 Penalty: 1078.564575
	Iteration 473Q: 3 clusters Score -6134912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -6134912.000000 Penalty: 1078.564575
	Iteration 474Q: 3 clusters Score -6134912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -6134912.500000 Penalty: 1078.564575
	Iteration 475Q: 3 clusters Score -6134912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -6134912.500000 Penalty: 1078.564575
	Iteration 476Q: 3 clusters Score -6134912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -6134912.000000 Penalty: 1078.564575
	Iteration 477Q: 3 clusters Score -6134912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -6134912.000000 Penalty: 1078.564575
	Iteration 478F: 3 clusters Score -6134912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 334109 members 
Mstep: Class 5 contains 927 members 
Mstep: Class 6 contains 348715 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 13 contains 153609 members 
Mstep: Class 17 contains 17708 members 
Entering Unmasked Estep 
Score: -46901812.000000 Penalty: 6969.551758
Splitting cluster 2 changes total score from -46900636.000000 to -46901812.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (15499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Entering Unmasked Estep 
Score: -697095.937500 Penalty: 439.008148
	Iteration 0F: 2 clusters Score -697095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -686715.250000 Penalty: 878.016296
	Iteration 0F: 3 clusters Score -686715.2 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -690952.500000 Penalty: 878.016296
	Iteration 1F: 3 clusters Score -690952.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -691247.750000 Penalty: 878.016296
	Iteration 2Q: 3 clusters Score -691247.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -691708.500000 Penalty: 878.016296
	Iteration 3F: 3 clusters Score -691708.5 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -692391.437500 Penalty: 878.016296
	Iteration 4F: 3 clusters Score -692391.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -693174.187500 Penalty: 878.016296
	Iteration 5F: 3 clusters Score -693174.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -693807.187500 Penalty: 878.016296
	Iteration 6F: 3 clusters Score -693807.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -694179.625000 Penalty: 878.016296
	Iteration 7Q: 3 clusters Score -694179.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -694348.875000 Penalty: 878.016296
	Iteration 8Q: 3 clusters Score -694348.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -694468.875000 Penalty: 878.016296
	Iteration 9Q: 3 clusters Score -694468.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -694566.375000 Penalty: 878.016296
	Iteration 10Q: 3 clusters Score -694566.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -694663.187500 Penalty: 878.016296
	Iteration 11Q: 3 clusters Score -694663.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -694761.437500 Penalty: 878.016296
	Iteration 12Q: 3 clusters Score -694761.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -694856.625000 Penalty: 878.016296
	Iteration 13Q: 3 clusters Score -694856.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -694944.875000 Penalty: 878.016296
	Iteration 14Q: 3 clusters Score -694944.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -695044.562500 Penalty: 878.016296
	Iteration 15Q: 3 clusters Score -695044.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -695147.500000 Penalty: 878.016296
	Iteration 16Q: 3 clusters Score -695147.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -695288.625000 Penalty: 878.016296
	Iteration 17Q: 3 clusters Score -695288.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -695417.937500 Penalty: 878.016296
	Iteration 18Q: 3 clusters Score -695417.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -695535.000000 Penalty: 878.016296
	Iteration 19Q: 3 clusters Score -695535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -695659.125000 Penalty: 878.016296
	Iteration 20F: 3 clusters Score -695659.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -695779.250000 Penalty: 878.016296
	Iteration 21Q: 3 clusters Score -695779.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -695901.875000 Penalty: 878.016296
	Iteration 22Q: 3 clusters Score -695901.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -695996.562500 Penalty: 878.016296
	Iteration 23Q: 3 clusters Score -695996.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -696087.562500 Penalty: 878.016296
	Iteration 24Q: 3 clusters Score -696087.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -696181.562500 Penalty: 878.016296
	Iteration 25Q: 3 clusters Score -696181.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -696271.312500 Penalty: 878.016296
	Iteration 26Q: 3 clusters Score -696271.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -696358.125000 Penalty: 878.016296
	Iteration 27Q: 3 clusters Score -696358.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -696415.187500 Penalty: 878.016296
	Iteration 28Q: 3 clusters Score -696415.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -696465.812500 Penalty: 878.016296
	Iteration 29Q: 3 clusters Score -696465.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -696504.562500 Penalty: 878.016296
	Iteration 30Q: 3 clusters Score -696504.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -696536.125000 Penalty: 878.016296
	Iteration 31Q: 3 clusters Score -696536.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -696570.687500 Penalty: 878.016296
	Iteration 32Q: 3 clusters Score -696570.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -696604.750000 Penalty: 878.016296
	Iteration 33Q: 3 clusters Score -696604.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -696621.875000 Penalty: 878.016296
	Iteration 34Q: 3 clusters Score -696621.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -696636.187500 Penalty: 878.016296
	Iteration 35Q: 3 clusters Score -696636.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -696648.187500 Penalty: 878.016296
	Iteration 36Q: 3 clusters Score -696648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -696656.562500 Penalty: 878.016296
	Iteration 37Q: 3 clusters Score -696656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -696666.375000 Penalty: 878.016296
	Iteration 38Q: 3 clusters Score -696666.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -696674.437500 Penalty: 878.016296
	Iteration 39Q: 3 clusters Score -696674.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -696681.062500 Penalty: 878.016296
	Iteration 40F: 3 clusters Score -696681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -696690.437500 Penalty: 878.016296
	Iteration 41Q: 3 clusters Score -696690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -696694.437500 Penalty: 878.016296
	Iteration 42Q: 3 clusters Score -696694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -696695.375000 Penalty: 878.016296
	Iteration 43Q: 3 clusters Score -696695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -696695.812500 Penalty: 878.016296
	Iteration 44Q: 3 clusters Score -696695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -696696.000000 Penalty: 878.016296
	Iteration 45Q: 3 clusters Score -696696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -696697.562500 Penalty: 878.016296
	Iteration 46Q: 3 clusters Score -696697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -696698.500000 Penalty: 878.016296
	Iteration 47Q: 3 clusters Score -696698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -696700.187500 Penalty: 878.016296
	Iteration 48Q: 3 clusters Score -696700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -696700.187500 Penalty: 878.016296
	Iteration 49F: 3 clusters Score -696700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (334109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334109 members 
Entering Unmasked Estep 
Score: -14732549.000000 Penalty: 578.724670
	Iteration 0F: 2 clusters Score -1.473255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -14516097.000000 Penalty: 1157.449341
	Iteration 0F: 3 clusters Score -1.45161e+07 nChanged 164873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160782 members 
Mstep: Class 2 contains 173327 members 
Entering Unmasked Estep 
Score: -14620817.000000 Penalty: 1157.449341
	Iteration 1F: 3 clusters Score -1.462082e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 175451 members 
Entering Unmasked Estep 
Score: -14627431.000000 Penalty: 1157.449341
	Iteration 2Q: 3 clusters Score -1.462743e+07 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -14638327.000000 Penalty: 1157.449341
	Iteration 3F: 3 clusters Score -1.463833e+07 nChanged 20896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 179848 members 
Entering Unmasked Estep 
Score: -14655119.000000 Penalty: 1157.449341
	Iteration 4F: 3 clusters Score -1.465512e+07 nChanged 22489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152516 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -14671288.000000 Penalty: 1157.449341
	Iteration 5F: 3 clusters Score -1.467129e+07 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 182987 members 
Entering Unmasked Estep 
Score: -14679584.000000 Penalty: 1157.449341
	Iteration 6F: 3 clusters Score -1.467958e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -14682183.000000 Penalty: 1157.449341
	Iteration 7Q: 3 clusters Score -1.468218e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 185366 members 
Entering Unmasked Estep 
Score: -14683274.000000 Penalty: 1157.449341
	Iteration 8Q: 3 clusters Score -1.468327e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 186666 members 
Entering Unmasked Estep 
Score: -14683907.000000 Penalty: 1157.449341
	Iteration 9Q: 3 clusters Score -1.468391e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146074 members 
Mstep: Class 2 contains 188035 members 
Entering Unmasked Estep 
Score: -14684683.000000 Penalty: 1157.449341
	Iteration 10Q: 3 clusters Score -1.468468e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 189556 members 
Entering Unmasked Estep 
Score: -14685651.000000 Penalty: 1157.449341
	Iteration 11Q: 3 clusters Score -1.468565e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142912 members 
Mstep: Class 2 contains 191197 members 
Entering Unmasked Estep 
Score: -14686516.000000 Penalty: 1157.449341
	Iteration 12Q: 3 clusters Score -1.468652e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -14687693.000000 Penalty: 1157.449341
	Iteration 13Q: 3 clusters Score -1.468769e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139202 members 
Mstep: Class 2 contains 194907 members 
Entering Unmasked Estep 
Score: -14688976.000000 Penalty: 1157.449341
	Iteration 14Q: 3 clusters Score -1.468898e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 197032 members 
Entering Unmasked Estep 
Score: -14690583.000000 Penalty: 1157.449341
	Iteration 15Q: 3 clusters Score -1.469058e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 199317 members 
Entering Unmasked Estep 
Score: -14692295.000000 Penalty: 1157.449341
	Iteration 16Q: 3 clusters Score -1.46923e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 201576 members 
Entering Unmasked Estep 
Score: -14694462.000000 Penalty: 1157.449341
	Iteration 17Q: 3 clusters Score -1.469446e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 203866 members 
Entering Unmasked Estep 
Score: -14696862.000000 Penalty: 1157.449341
	Iteration 18Q: 3 clusters Score -1.469686e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 206216 members 
Entering Unmasked Estep 
Score: -14699552.000000 Penalty: 1157.449341
	Iteration 19Q: 3 clusters Score -1.469955e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 208640 members 
Entering Unmasked Estep 
Score: -14702803.000000 Penalty: 1157.449341
	Iteration 20F: 3 clusters Score -1.47028e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 210793 members 
Entering Unmasked Estep 
Score: -14706249.000000 Penalty: 1157.449341
	Iteration 21Q: 3 clusters Score -1.470625e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 212620 members 
Entering Unmasked Estep 
Score: -14709595.000000 Penalty: 1157.449341
	Iteration 22Q: 3 clusters Score -1.47096e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 213994 members 
Entering Unmasked Estep 
Score: -14712990.000000 Penalty: 1157.449341
	Iteration 23Q: 3 clusters Score -1.471299e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 214965 members 
Entering Unmasked Estep 
Score: -14716464.000000 Penalty: 1157.449341
	Iteration 24Q: 3 clusters Score -1.471646e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118580 members 
Mstep: Class 2 contains 215529 members 
Entering Unmasked Estep 
Score: -14719759.000000 Penalty: 1157.449341
	Iteration 25Q: 3 clusters Score -1.471976e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118398 members 
Mstep: Class 2 contains 215711 members 
Entering Unmasked Estep 
Score: -14722812.000000 Penalty: 1157.449341
	Iteration 26Q: 3 clusters Score -1.472281e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 215450 members 
Entering Unmasked Estep 
Score: -14725466.000000 Penalty: 1157.449341
	Iteration 27Q: 3 clusters Score -1.472547e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 214940 members 
Entering Unmasked Estep 
Score: -14727838.000000 Penalty: 1157.449341
	Iteration 28Q: 3 clusters Score -1.472784e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 214344 members 
Entering Unmasked Estep 
Score: -14729915.000000 Penalty: 1157.449341
	Iteration 29Q: 3 clusters Score -1.472992e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 213871 members 
Entering Unmasked Estep 
Score: -14731519.000000 Penalty: 1157.449341
	Iteration 30Q: 3 clusters Score -1.473152e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 213590 members 
Entering Unmasked Estep 
Score: -14732598.000000 Penalty: 1157.449341
	Iteration 31Q: 3 clusters Score -1.47326e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120588 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -14733361.000000 Penalty: 1157.449341
	Iteration 32Q: 3 clusters Score -1.473336e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120388 members 
Mstep: Class 2 contains 213721 members 
Entering Unmasked Estep 
Score: -14733740.000000 Penalty: 1157.449341
	Iteration 33Q: 3 clusters Score -1.473374e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 214026 members 
Entering Unmasked Estep 
Score: -14734019.000000 Penalty: 1157.449341
	Iteration 34Q: 3 clusters Score -1.473402e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 214371 members 
Entering Unmasked Estep 
Score: -14734172.000000 Penalty: 1157.449341
	Iteration 35Q: 3 clusters Score -1.473417e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 214779 members 
Entering Unmasked Estep 
Score: -14734132.000000 Penalty: 1157.449341
	Iteration 36Q: 3 clusters Score -1.473413e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118825 members 
Mstep: Class 2 contains 215284 members 
Entering Unmasked Estep 
Score: -14734059.000000 Penalty: 1157.449341
	Iteration 37Q: 3 clusters Score -1.473406e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 215716 members 
Entering Unmasked Estep 
Score: -14734099.000000 Penalty: 1157.449341
	Iteration 38Q: 3 clusters Score -1.47341e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 216177 members 
Entering Unmasked Estep 
Score: -14734061.000000 Penalty: 1157.449341
	Iteration 39Q: 3 clusters Score -1.473406e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117379 members 
Mstep: Class 2 contains 216730 members 
Entering Unmasked Estep 
Score: -14734507.000000 Penalty: 1157.449341
	Iteration 40F: 3 clusters Score -1.473451e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117140 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -14734586.000000 Penalty: 1157.449341
	Iteration 41Q: 3 clusters Score -1.473459e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 217302 members 
Entering Unmasked Estep 
Score: -14734638.000000 Penalty: 1157.449341
	Iteration 42Q: 3 clusters Score -1.473464e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 217693 members 
Entering Unmasked Estep 
Score: -14734652.000000 Penalty: 1157.449341
	Iteration 43Q: 3 clusters Score -1.473465e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 218068 members 
Entering Unmasked Estep 
Score: -14734649.000000 Penalty: 1157.449341
	Iteration 44Q: 3 clusters Score -1.473465e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 218422 members 
Entering Unmasked Estep 
Score: -14734584.000000 Penalty: 1157.449341
	Iteration 45Q: 3 clusters Score -1.473458e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 218811 members 
Entering Unmasked Estep 
Score: -14734509.000000 Penalty: 1157.449341
	Iteration 46Q: 3 clusters Score -1.473451e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 219172 members 
Entering Unmasked Estep 
Score: -14734489.000000 Penalty: 1157.449341
	Iteration 47Q: 3 clusters Score -1.473449e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 219566 members 
Entering Unmasked Estep 
Score: -14734452.000000 Penalty: 1157.449341
	Iteration 48Q: 3 clusters Score -1.473445e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -14734468.000000 Penalty: 1157.449341
	Iteration 49Q: 3 clusters Score -1.473447e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 220460 members 
Entering Unmasked Estep 
Score: -14734493.000000 Penalty: 1157.449341
	Iteration 50Q: 3 clusters Score -1.473449e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 220883 members 
Entering Unmasked Estep 
Score: -14734454.000000 Penalty: 1157.449341
	Iteration 51Q: 3 clusters Score -1.473445e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -14734426.000000 Penalty: 1157.449341
	Iteration 52Q: 3 clusters Score -1.473443e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 221512 members 
Entering Unmasked Estep 
Score: -14734410.000000 Penalty: 1157.449341
	Iteration 53Q: 3 clusters Score -1.473441e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 221865 members 
Entering Unmasked Estep 
Score: -14734341.000000 Penalty: 1157.449341
	Iteration 54Q: 3 clusters Score -1.473434e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 222195 members 
Entering Unmasked Estep 
Score: -14734313.000000 Penalty: 1157.449341
	Iteration 55Q: 3 clusters Score -1.473431e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 222510 members 
Entering Unmasked Estep 
Score: -14734271.000000 Penalty: 1157.449341
	Iteration 56Q: 3 clusters Score -1.473427e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 222824 members 
Entering Unmasked Estep 
Score: -14734258.000000 Penalty: 1157.449341
	Iteration 57Q: 3 clusters Score -1.473426e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 223156 members 
Entering Unmasked Estep 
Score: -14734230.000000 Penalty: 1157.449341
	Iteration 58Q: 3 clusters Score -1.473423e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 223501 members 
Entering Unmasked Estep 
Score: -14734185.000000 Penalty: 1157.449341
	Iteration 59Q: 3 clusters Score -1.473418e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 223826 members 
Entering Unmasked Estep 
Score: -14734164.000000 Penalty: 1157.449341
	Iteration 60F: 3 clusters Score -1.473416e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 224102 members 
Entering Unmasked Estep 
Score: -14734147.000000 Penalty: 1157.449341
	Iteration 61Q: 3 clusters Score -1.473415e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 224358 members 
Entering Unmasked Estep 
Score: -14734144.000000 Penalty: 1157.449341
	Iteration 62Q: 3 clusters Score -1.473414e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 224625 members 
Entering Unmasked Estep 
Score: -14734128.000000 Penalty: 1157.449341
	Iteration 63Q: 3 clusters Score -1.473413e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 224891 members 
Entering Unmasked Estep 
Score: -14734075.000000 Penalty: 1157.449341
	Iteration 64Q: 3 clusters Score -1.473408e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 225170 members 
Entering Unmasked Estep 
Score: -14734058.000000 Penalty: 1157.449341
	Iteration 65Q: 3 clusters Score -1.473406e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Mstep: Class 2 contains 225457 members 
Entering Unmasked Estep 
Score: -14734028.000000 Penalty: 1157.449341
	Iteration 66Q: 3 clusters Score -1.473403e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 225721 members 
Entering Unmasked Estep 
Score: -14734039.000000 Penalty: 1157.449341
	Iteration 67Q: 3 clusters Score -1.473404e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 226015 members 
Entering Unmasked Estep 
Score: -14734012.000000 Penalty: 1157.449341
	Iteration 68Q: 3 clusters Score -1.473401e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 226322 members 
Entering Unmasked Estep 
Score: -14733991.000000 Penalty: 1157.449341
	Iteration 69Q: 3 clusters Score -1.473399e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 226617 members 
Entering Unmasked Estep 
Score: -14733939.000000 Penalty: 1157.449341
	Iteration 70Q: 3 clusters Score -1.473394e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 226901 members 
Entering Unmasked Estep 
Score: -14733887.000000 Penalty: 1157.449341
	Iteration 71Q: 3 clusters Score -1.473389e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 227103 members 
Entering Unmasked Estep 
Score: -14733894.000000 Penalty: 1157.449341
	Iteration 72Q: 3 clusters Score -1.473389e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 227331 members 
Entering Unmasked Estep 
Score: -14733870.000000 Penalty: 1157.449341
	Iteration 73Q: 3 clusters Score -1.473387e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 227570 members 
Entering Unmasked Estep 
Score: -14733841.000000 Penalty: 1157.449341
	Iteration 74Q: 3 clusters Score -1.473384e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 227771 members 
Entering Unmasked Estep 
Score: -14733778.000000 Penalty: 1157.449341
	Iteration 75Q: 3 clusters Score -1.473378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 227892 members 
Entering Unmasked Estep 
Score: -14733764.000000 Penalty: 1157.449341
	Iteration 76Q: 3 clusters Score -1.473376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 228037 members 
Entering Unmasked Estep 
Score: -14733746.000000 Penalty: 1157.449341
	Iteration 77Q: 3 clusters Score -1.473375e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 228191 members 
Entering Unmasked Estep 
Score: -14733738.000000 Penalty: 1157.449341
	Iteration 78Q: 3 clusters Score -1.473374e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 228396 members 
Entering Unmasked Estep 
Score: -14733723.000000 Penalty: 1157.449341
	Iteration 79Q: 3 clusters Score -1.473372e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 228590 members 
Entering Unmasked Estep 
Score: -14733723.000000 Penalty: 1157.449341
	Iteration 80F: 3 clusters Score -1.473372e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 228825 members 
Entering Unmasked Estep 
Score: -14733702.000000 Penalty: 1157.449341
	Iteration 81Q: 3 clusters Score -1.47337e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 229028 members 
Entering Unmasked Estep 
Score: -14733703.000000 Penalty: 1157.449341
	Iteration 82Q: 3 clusters Score -1.47337e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 229199 members 
Entering Unmasked Estep 
Score: -14733679.000000 Penalty: 1157.449341
	Iteration 83Q: 3 clusters Score -1.473368e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 229401 members 
Entering Unmasked Estep 
Score: -14733649.000000 Penalty: 1157.449341
	Iteration 84Q: 3 clusters Score -1.473365e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 229574 members 
Entering Unmasked Estep 
Score: -14733622.000000 Penalty: 1157.449341
	Iteration 85Q: 3 clusters Score -1.473362e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 229735 members 
Entering Unmasked Estep 
Score: -14733594.000000 Penalty: 1157.449341
	Iteration 86Q: 3 clusters Score -1.473359e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 229940 members 
Entering Unmasked Estep 
Score: -14733546.000000 Penalty: 1157.449341
	Iteration 87Q: 3 clusters Score -1.473355e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 230218 members 
Entering Unmasked Estep 
Score: -14733519.000000 Penalty: 1157.449341
	Iteration 88Q: 3 clusters Score -1.473352e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 230539 members 
Entering Unmasked Estep 
Score: -14733541.000000 Penalty: 1157.449341
	Iteration 89Q: 3 clusters Score -1.473354e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 230817 members 
Entering Unmasked Estep 
Score: -14733507.000000 Penalty: 1157.449341
	Iteration 90Q: 3 clusters Score -1.473351e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 231176 members 
Entering Unmasked Estep 
Score: -14733474.000000 Penalty: 1157.449341
	Iteration 91Q: 3 clusters Score -1.473347e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 231545 members 
Entering Unmasked Estep 
Score: -14733429.000000 Penalty: 1157.449341
	Iteration 92Q: 3 clusters Score -1.473343e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 231873 members 
Entering Unmasked Estep 
Score: -14733434.000000 Penalty: 1157.449341
	Iteration 93Q: 3 clusters Score -1.473343e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 232229 members 
Entering Unmasked Estep 
Score: -14733386.000000 Penalty: 1157.449341
	Iteration 94Q: 3 clusters Score -1.473339e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 232617 members 
Entering Unmasked Estep 
Score: -14733382.000000 Penalty: 1157.449341
	Iteration 95Q: 3 clusters Score -1.473338e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 232997 members 
Entering Unmasked Estep 
Score: -14733392.000000 Penalty: 1157.449341
	Iteration 96Q: 3 clusters Score -1.473339e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 233343 members 
Entering Unmasked Estep 
Score: -14733402.000000 Penalty: 1157.449341
	Iteration 97Q: 3 clusters Score -1.47334e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -14733345.000000 Penalty: 1157.449341
	Iteration 98Q: 3 clusters Score -1.473334e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 234012 members 
Entering Unmasked Estep 
Score: -14733343.000000 Penalty: 1157.449341
	Iteration 99Q: 3 clusters Score -1.473334e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 234311 members 
Entering Unmasked Estep 
Score: -14733330.000000 Penalty: 1157.449341
	Iteration 100F: 3 clusters Score -1.473333e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 234620 members 
Entering Unmasked Estep 
Score: -14733303.000000 Penalty: 1157.449341
	Iteration 101Q: 3 clusters Score -1.47333e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 234922 members 
Entering Unmasked Estep 
Score: -14733345.000000 Penalty: 1157.449341
	Iteration 102Q: 3 clusters Score -1.473334e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 235244 members 
Entering Unmasked Estep 
Score: -14733356.000000 Penalty: 1157.449341
	Iteration 103Q: 3 clusters Score -1.473336e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 235593 members 
Entering Unmasked Estep 
Score: -14733325.000000 Penalty: 1157.449341
	Iteration 104Q: 3 clusters Score -1.473332e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 235912 members 
Entering Unmasked Estep 
Score: -14733336.000000 Penalty: 1157.449341
	Iteration 105Q: 3 clusters Score -1.473334e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 236217 members 
Entering Unmasked Estep 
Score: -14733316.000000 Penalty: 1157.449341
	Iteration 106Q: 3 clusters Score -1.473332e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 236533 members 
Entering Unmasked Estep 
Score: -14733273.000000 Penalty: 1157.449341
	Iteration 107Q: 3 clusters Score -1.473327e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 236912 members 
Entering Unmasked Estep 
Score: -14733242.000000 Penalty: 1157.449341
	Iteration 108Q: 3 clusters Score -1.473324e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 237313 members 
Entering Unmasked Estep 
Score: -14733222.000000 Penalty: 1157.449341
	Iteration 109Q: 3 clusters Score -1.473322e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 237745 members 
Entering Unmasked Estep 
Score: -14733209.000000 Penalty: 1157.449341
	Iteration 110Q: 3 clusters Score -1.473321e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 238166 members 
Entering Unmasked Estep 
Score: -14733164.000000 Penalty: 1157.449341
	Iteration 111Q: 3 clusters Score -1.473316e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 238603 members 
Entering Unmasked Estep 
Score: -14733082.000000 Penalty: 1157.449341
	Iteration 112Q: 3 clusters Score -1.473308e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 239014 members 
Entering Unmasked Estep 
Score: -14733045.000000 Penalty: 1157.449341
	Iteration 113Q: 3 clusters Score -1.473304e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 239405 members 
Entering Unmasked Estep 
Score: -14733019.000000 Penalty: 1157.449341
	Iteration 114Q: 3 clusters Score -1.473302e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 239910 members 
Entering Unmasked Estep 
Score: -14733027.000000 Penalty: 1157.449341
	Iteration 115Q: 3 clusters Score -1.473303e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 240455 members 
Entering Unmasked Estep 
Score: -14733011.000000 Penalty: 1157.449341
	Iteration 116Q: 3 clusters Score -1.473301e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 240971 members 
Entering Unmasked Estep 
Score: -14732959.000000 Penalty: 1157.449341
	Iteration 117Q: 3 clusters Score -1.473296e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 241484 members 
Entering Unmasked Estep 
Score: -14732928.000000 Penalty: 1157.449341
	Iteration 118Q: 3 clusters Score -1.473293e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 241997 members 
Entering Unmasked Estep 
Score: -14732912.000000 Penalty: 1157.449341
	Iteration 119Q: 3 clusters Score -1.473291e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 242470 members 
Entering Unmasked Estep 
Score: -14732877.000000 Penalty: 1157.449341
	Iteration 120F: 3 clusters Score -1.473288e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 242871 members 
Entering Unmasked Estep 
Score: -14732858.000000 Penalty: 1157.449341
	Iteration 121Q: 3 clusters Score -1.473286e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 243328 members 
Entering Unmasked Estep 
Score: -14732804.000000 Penalty: 1157.449341
	Iteration 122Q: 3 clusters Score -1.47328e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 243790 members 
Entering Unmasked Estep 
Score: -14732726.000000 Penalty: 1157.449341
	Iteration 123Q: 3 clusters Score -1.473273e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 244186 members 
Entering Unmasked Estep 
Score: -14732674.000000 Penalty: 1157.449341
	Iteration 124Q: 3 clusters Score -1.473267e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 244649 members 
Entering Unmasked Estep 
Score: -14732706.000000 Penalty: 1157.449341
	Iteration 125Q: 3 clusters Score -1.473271e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 245155 members 
Entering Unmasked Estep 
Score: -14732664.000000 Penalty: 1157.449341
	Iteration 126Q: 3 clusters Score -1.473266e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 245700 members 
Entering Unmasked Estep 
Score: -14732600.000000 Penalty: 1157.449341
	Iteration 127Q: 3 clusters Score -1.47326e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 246209 members 
Entering Unmasked Estep 
Score: -14732571.000000 Penalty: 1157.449341
	Iteration 128Q: 3 clusters Score -1.473257e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 246670 members 
Entering Unmasked Estep 
Score: -14732568.000000 Penalty: 1157.449341
	Iteration 129Q: 3 clusters Score -1.473257e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 247167 members 
Entering Unmasked Estep 
Score: -14732521.000000 Penalty: 1157.449341
	Iteration 130Q: 3 clusters Score -1.473252e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 247638 members 
Entering Unmasked Estep 
Score: -14732543.000000 Penalty: 1157.449341
	Iteration 131Q: 3 clusters Score -1.473254e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 248205 members 
Entering Unmasked Estep 
Score: -14732523.000000 Penalty: 1157.449341
	Iteration 132Q: 3 clusters Score -1.473252e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 248892 members 
Entering Unmasked Estep 
Score: -14732461.000000 Penalty: 1157.449341
	Iteration 133Q: 3 clusters Score -1.473246e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 249649 members 
Entering Unmasked Estep 
Score: -14732422.000000 Penalty: 1157.449341
	Iteration 134Q: 3 clusters Score -1.473242e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 250423 members 
Entering Unmasked Estep 
Score: -14732371.000000 Penalty: 1157.449341
	Iteration 135Q: 3 clusters Score -1.473237e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 251224 members 
Entering Unmasked Estep 
Score: -14732347.000000 Penalty: 1157.449341
	Iteration 136Q: 3 clusters Score -1.473235e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 252054 members 
Entering Unmasked Estep 
Score: -14732245.000000 Penalty: 1157.449341
	Iteration 137Q: 3 clusters Score -1.473224e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 252854 members 
Entering Unmasked Estep 
Score: -14732208.000000 Penalty: 1157.449341
	Iteration 138Q: 3 clusters Score -1.473221e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 253757 members 
Entering Unmasked Estep 
Score: -14732147.000000 Penalty: 1157.449341
	Iteration 139Q: 3 clusters Score -1.473215e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 254644 members 
Entering Unmasked Estep 
Score: -14732106.000000 Penalty: 1157.449341
	Iteration 140F: 3 clusters Score -1.473211e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 255598 members 
Entering Unmasked Estep 
Score: -14732068.000000 Penalty: 1157.449341
	Iteration 141Q: 3 clusters Score -1.473207e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 256645 members 
Entering Unmasked Estep 
Score: -14731945.000000 Penalty: 1157.449341
	Iteration 142Q: 3 clusters Score -1.473194e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 257611 members 
Entering Unmasked Estep 
Score: -14731917.000000 Penalty: 1157.449341
	Iteration 143Q: 3 clusters Score -1.473192e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 258652 members 
Entering Unmasked Estep 
Score: -14731830.000000 Penalty: 1157.449341
	Iteration 144Q: 3 clusters Score -1.473183e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 259731 members 
Entering Unmasked Estep 
Score: -14731795.000000 Penalty: 1157.449341
	Iteration 145Q: 3 clusters Score -1.47318e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 260819 members 
Entering Unmasked Estep 
Score: -14731769.000000 Penalty: 1157.449341
	Iteration 146Q: 3 clusters Score -1.473177e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 261874 members 
Entering Unmasked Estep 
Score: -14731751.000000 Penalty: 1157.449341
	Iteration 147Q: 3 clusters Score -1.473175e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 263024 members 
Entering Unmasked Estep 
Score: -14731734.000000 Penalty: 1157.449341
	Iteration 148Q: 3 clusters Score -1.473173e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 264190 members 
Entering Unmasked Estep 
Score: -14731751.000000 Penalty: 1157.449341
	Iteration 149Q: 3 clusters Score -1.473175e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 265438 members 
Entering Unmasked Estep 
Score: -14731751.000000 Penalty: 1157.449341
	Iteration 150Q: 3 clusters Score -1.473175e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 266765 members 
Entering Unmasked Estep 
Score: -14731778.000000 Penalty: 1157.449341
	Iteration 151Q: 3 clusters Score -1.473178e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 268259 members 
Entering Unmasked Estep 
Score: -14731791.000000 Penalty: 1157.449341
	Iteration 152Q: 3 clusters Score -1.473179e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 269689 members 
Entering Unmasked Estep 
Score: -14731744.000000 Penalty: 1157.449341
	Iteration 153Q: 3 clusters Score -1.473174e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 271062 members 
Entering Unmasked Estep 
Score: -14731813.000000 Penalty: 1157.449341
	Iteration 154Q: 3 clusters Score -1.473181e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 272605 members 
Entering Unmasked Estep 
Score: -14731861.000000 Penalty: 1157.449341
	Iteration 155Q: 3 clusters Score -1.473186e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 274190 members 
Entering Unmasked Estep 
Score: -14731976.000000 Penalty: 1157.449341
	Iteration 156Q: 3 clusters Score -1.473198e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 275705 members 
Entering Unmasked Estep 
Score: -14731936.000000 Penalty: 1157.449341
	Iteration 157Q: 3 clusters Score -1.473194e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 277302 members 
Entering Unmasked Estep 
Score: -14731988.000000 Penalty: 1157.449341
	Iteration 158Q: 3 clusters Score -1.473199e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 279046 members 
Entering Unmasked Estep 
Score: -14732131.000000 Penalty: 1157.449341
	Iteration 159Q: 3 clusters Score -1.473213e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 280845 members 
Entering Unmasked Estep 
Score: -14732175.000000 Penalty: 1157.449341
	Iteration 160F: 3 clusters Score -1.473218e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 282682 members 
Entering Unmasked Estep 
Score: -14732204.000000 Penalty: 1157.449341
	Iteration 161Q: 3 clusters Score -1.47322e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 284608 members 
Entering Unmasked Estep 
Score: -14732197.000000 Penalty: 1157.449341
	Iteration 162Q: 3 clusters Score -1.47322e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 286330 members 
Entering Unmasked Estep 
Score: -14732061.000000 Penalty: 1157.449341
	Iteration 163Q: 3 clusters Score -1.473206e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 288155 members 
Entering Unmasked Estep 
Score: -14731969.000000 Penalty: 1157.449341
	Iteration 164Q: 3 clusters Score -1.473197e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 289904 members 
Entering Unmasked Estep 
Score: -14731895.000000 Penalty: 1157.449341
	Iteration 165Q: 3 clusters Score -1.47319e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 291517 members 
Entering Unmasked Estep 
Score: -14731830.000000 Penalty: 1157.449341
	Iteration 166Q: 3 clusters Score -1.473183e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 293289 members 
Entering Unmasked Estep 
Score: -14731668.000000 Penalty: 1157.449341
	Iteration 167Q: 3 clusters Score -1.473167e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 295080 members 
Entering Unmasked Estep 
Score: -14731455.000000 Penalty: 1157.449341
	Iteration 168Q: 3 clusters Score -1.473146e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 296861 members 
Entering Unmasked Estep 
Score: -14731325.000000 Penalty: 1157.449341
	Iteration 169Q: 3 clusters Score -1.473132e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 298687 members 
Entering Unmasked Estep 
Score: -14731243.000000 Penalty: 1157.449341
	Iteration 170Q: 3 clusters Score -1.473124e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 300376 members 
Entering Unmasked Estep 
Score: -14731093.000000 Penalty: 1157.449341
	Iteration 171Q: 3 clusters Score -1.473109e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 302026 members 
Entering Unmasked Estep 
Score: -14731089.000000 Penalty: 1157.449341
	Iteration 172Q: 3 clusters Score -1.473109e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 303765 members 
Entering Unmasked Estep 
Score: -14730948.000000 Penalty: 1157.449341
	Iteration 173Q: 3 clusters Score -1.473095e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 305402 members 
Entering Unmasked Estep 
Score: -14730834.000000 Penalty: 1157.449341
	Iteration 174Q: 3 clusters Score -1.473083e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 306984 members 
Entering Unmasked Estep 
Score: -14730783.000000 Penalty: 1157.449341
	Iteration 175Q: 3 clusters Score -1.473078e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 308582 members 
Entering Unmasked Estep 
Score: -14730630.000000 Penalty: 1157.449341
	Iteration 176Q: 3 clusters Score -1.473063e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 310158 members 
Entering Unmasked Estep 
Score: -14730467.000000 Penalty: 1157.449341
	Iteration 177Q: 3 clusters Score -1.473047e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 311673 members 
Entering Unmasked Estep 
Score: -14730314.000000 Penalty: 1157.449341
	Iteration 178Q: 3 clusters Score -1.473031e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 313236 members 
Entering Unmasked Estep 
Score: -14730126.000000 Penalty: 1157.449341
	Iteration 179Q: 3 clusters Score -1.473013e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 314720 members 
Entering Unmasked Estep 
Score: -14730034.000000 Penalty: 1157.449341
	Iteration 180F: 3 clusters Score -1.473003e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 316163 members 
Entering Unmasked Estep 
Score: -14730058.000000 Penalty: 1157.449341
	Iteration 181Q: 3 clusters Score -1.473006e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 317624 members 
Entering Unmasked Estep 
Score: -14730145.000000 Penalty: 1157.449341
	Iteration 182Q: 3 clusters Score -1.473014e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 318988 members 
Entering Unmasked Estep 
Score: -14730189.000000 Penalty: 1157.449341
	Iteration 183Q: 3 clusters Score -1.473019e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 320210 members 
Entering Unmasked Estep 
Score: -14730268.000000 Penalty: 1157.449341
	Iteration 184Q: 3 clusters Score -1.473027e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 321264 members 
Entering Unmasked Estep 
Score: -14730385.000000 Penalty: 1157.449341
	Iteration 185Q: 3 clusters Score -1.473038e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 322209 members 
Entering Unmasked Estep 
Score: -14730416.000000 Penalty: 1157.449341
	Iteration 186Q: 3 clusters Score -1.473042e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 323217 members 
Entering Unmasked Estep 
Score: -14730530.000000 Penalty: 1157.449341
	Iteration 187Q: 3 clusters Score -1.473053e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 324183 members 
Entering Unmasked Estep 
Score: -14730583.000000 Penalty: 1157.449341
	Iteration 188Q: 3 clusters Score -1.473058e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 325073 members 
Entering Unmasked Estep 
Score: -14730705.000000 Penalty: 1157.449341
	Iteration 189Q: 3 clusters Score -1.47307e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 325863 members 
Entering Unmasked Estep 
Score: -14730837.000000 Penalty: 1157.449341
	Iteration 190Q: 3 clusters Score -1.473084e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 326693 members 
Entering Unmasked Estep 
Score: -14731029.000000 Penalty: 1157.449341
	Iteration 191Q: 3 clusters Score -1.473103e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 327536 members 
Entering Unmasked Estep 
Score: -14731126.000000 Penalty: 1157.449341
	Iteration 192Q: 3 clusters Score -1.473113e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 328222 members 
Entering Unmasked Estep 
Score: -14731207.000000 Penalty: 1157.449341
	Iteration 193Q: 3 clusters Score -1.473121e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 328784 members 
Entering Unmasked Estep 
Score: -14731273.000000 Penalty: 1157.449341
	Iteration 194Q: 3 clusters Score -1.473127e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 329291 members 
Entering Unmasked Estep 
Score: -14731312.000000 Penalty: 1157.449341
	Iteration 195Q: 3 clusters Score -1.473131e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 329723 members 
Entering Unmasked Estep 
Score: -14731351.000000 Penalty: 1157.449341
	Iteration 196Q: 3 clusters Score -1.473135e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 330148 members 
Entering Unmasked Estep 
Score: -14731471.000000 Penalty: 1157.449341
	Iteration 197Q: 3 clusters Score -1.473147e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 330477 members 
Entering Unmasked Estep 
Score: -14731553.000000 Penalty: 1157.449341
	Iteration 198Q: 3 clusters Score -1.473155e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 330794 members 
Entering Unmasked Estep 
Score: -14731601.000000 Penalty: 1157.449341
	Iteration 199Q: 3 clusters Score -1.47316e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 331041 members 
Entering Unmasked Estep 
Score: -14731598.000000 Penalty: 1157.449341
	Iteration 200F: 3 clusters Score -1.47316e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 331251 members 
Entering Unmasked Estep 
Score: -14731646.000000 Penalty: 1157.449341
	Iteration 201Q: 3 clusters Score -1.473165e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 331417 members 
Entering Unmasked Estep 
Score: -14731683.000000 Penalty: 1157.449341
	Iteration 202Q: 3 clusters Score -1.473168e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 331575 members 
Entering Unmasked Estep 
Score: -14731729.000000 Penalty: 1157.449341
	Iteration 203Q: 3 clusters Score -1.473173e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 331709 members 
Entering Unmasked Estep 
Score: -14731703.000000 Penalty: 1157.449341
	Iteration 204Q: 3 clusters Score -1.47317e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 331833 members 
Entering Unmasked Estep 
Score: -14731726.000000 Penalty: 1157.449341
	Iteration 205Q: 3 clusters Score -1.473173e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 331964 members 
Entering Unmasked Estep 
Score: -14731753.000000 Penalty: 1157.449341
	Iteration 206Q: 3 clusters Score -1.473175e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 332085 members 
Entering Unmasked Estep 
Score: -14731829.000000 Penalty: 1157.449341
	Iteration 207Q: 3 clusters Score -1.473183e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 332191 members 
Entering Unmasked Estep 
Score: -14731850.000000 Penalty: 1157.449341
	Iteration 208Q: 3 clusters Score -1.473185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 332271 members 
Entering Unmasked Estep 
Score: -14731853.000000 Penalty: 1157.449341
	Iteration 209Q: 3 clusters Score -1.473185e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 332338 members 
Entering Unmasked Estep 
Score: -14731905.000000 Penalty: 1157.449341
	Iteration 210Q: 3 clusters Score -1.47319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 332404 members 
Entering Unmasked Estep 
Score: -14731929.000000 Penalty: 1157.449341
	Iteration 211Q: 3 clusters Score -1.473193e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 332485 members 
Entering Unmasked Estep 
Score: -14731945.000000 Penalty: 1157.449341
	Iteration 212Q: 3 clusters Score -1.473194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 332543 members 
Entering Unmasked Estep 
Score: -14731979.000000 Penalty: 1157.449341
	Iteration 213Q: 3 clusters Score -1.473198e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 332594 members 
Entering Unmasked Estep 
Score: -14732012.000000 Penalty: 1157.449341
	Iteration 214Q: 3 clusters Score -1.473201e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 332647 members 
Entering Unmasked Estep 
Score: -14732058.000000 Penalty: 1157.449341
	Iteration 215Q: 3 clusters Score -1.473206e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 332705 members 
Entering Unmasked Estep 
Score: -14732071.000000 Penalty: 1157.449341
	Iteration 216Q: 3 clusters Score -1.473207e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 332764 members 
Entering Unmasked Estep 
Score: -14732094.000000 Penalty: 1157.449341
	Iteration 217Q: 3 clusters Score -1.473209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 332817 members 
Entering Unmasked Estep 
Score: -14732104.000000 Penalty: 1157.449341
	Iteration 218Q: 3 clusters Score -1.47321e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 332868 members 
Entering Unmasked Estep 
Score: -14732133.000000 Penalty: 1157.449341
	Iteration 219Q: 3 clusters Score -1.473213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 332922 members 
Entering Unmasked Estep 
Score: -14732145.000000 Penalty: 1157.449341
	Iteration 220F: 3 clusters Score -1.473214e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 332954 members 
Entering Unmasked Estep 
Score: -14732152.000000 Penalty: 1157.449341
	Iteration 221Q: 3 clusters Score -1.473215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 332979 members 
Entering Unmasked Estep 
Score: -14732180.000000 Penalty: 1157.449341
	Iteration 222Q: 3 clusters Score -1.473218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 333000 members 
Entering Unmasked Estep 
Score: -14732202.000000 Penalty: 1157.449341
	Iteration 223Q: 3 clusters Score -1.47322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 333023 members 
Entering Unmasked Estep 
Score: -14732198.000000 Penalty: 1157.449341
	Iteration 224Q: 3 clusters Score -1.47322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 333042 members 
Entering Unmasked Estep 
Score: -14732192.000000 Penalty: 1157.449341
	Iteration 225Q: 3 clusters Score -1.473219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 333059 members 
Entering Unmasked Estep 
Score: -14732208.000000 Penalty: 1157.449341
	Iteration 226Q: 3 clusters Score -1.473221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 333074 members 
Entering Unmasked Estep 
Score: -14732198.000000 Penalty: 1157.449341
	Iteration 227Q: 3 clusters Score -1.47322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 333084 members 
Entering Unmasked Estep 
Score: -14732206.000000 Penalty: 1157.449341
	Iteration 228Q: 3 clusters Score -1.473221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 333088 members 
Entering Unmasked Estep 
Score: -14732201.000000 Penalty: 1157.449341
	Iteration 229Q: 3 clusters Score -1.47322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 333101 members 
Entering Unmasked Estep 
Score: -14732213.000000 Penalty: 1157.449341
	Iteration 230Q: 3 clusters Score -1.473221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 333113 members 
Entering Unmasked Estep 
Score: -14732190.000000 Penalty: 1157.449341
	Iteration 231Q: 3 clusters Score -1.473219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 333130 members 
Entering Unmasked Estep 
Score: -14732190.000000 Penalty: 1157.449341
	Iteration 232Q: 3 clusters Score -1.473219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 333137 members 
Entering Unmasked Estep 
Score: -14732196.000000 Penalty: 1157.449341
	Iteration 233Q: 3 clusters Score -1.47322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 333148 members 
Entering Unmasked Estep 
Score: -14732211.000000 Penalty: 1157.449341
	Iteration 234Q: 3 clusters Score -1.473221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 333162 members 
Entering Unmasked Estep 
Score: -14732226.000000 Penalty: 1157.449341
	Iteration 235Q: 3 clusters Score -1.473223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 333169 members 
Entering Unmasked Estep 
Score: -14732228.000000 Penalty: 1157.449341
	Iteration 236Q: 3 clusters Score -1.473223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 333184 members 
Entering Unmasked Estep 
Score: -14732212.000000 Penalty: 1157.449341
	Iteration 237Q: 3 clusters Score -1.473221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 333196 members 
Entering Unmasked Estep 
Score: -14732229.000000 Penalty: 1157.449341
	Iteration 238Q: 3 clusters Score -1.473223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 333204 members 
Entering Unmasked Estep 
Score: -14732223.000000 Penalty: 1157.449341
	Iteration 239Q: 3 clusters Score -1.473222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 333208 members 
Entering Unmasked Estep 
Score: -14732231.000000 Penalty: 1157.449341
	Iteration 240F: 3 clusters Score -1.473223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 333220 members 
Entering Unmasked Estep 
Score: -14732238.000000 Penalty: 1157.449341
	Iteration 241Q: 3 clusters Score -1.473224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 333229 members 
Entering Unmasked Estep 
Score: -14732246.000000 Penalty: 1157.449341
	Iteration 242Q: 3 clusters Score -1.473225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 333242 members 
Entering Unmasked Estep 
Score: -14732238.000000 Penalty: 1157.449341
	Iteration 243Q: 3 clusters Score -1.473224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 333255 members 
Entering Unmasked Estep 
Score: -14732232.000000 Penalty: 1157.449341
	Iteration 244Q: 3 clusters Score -1.473223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 333266 members 
Entering Unmasked Estep 
Score: -14732237.000000 Penalty: 1157.449341
	Iteration 245Q: 3 clusters Score -1.473224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 333274 members 
Entering Unmasked Estep 
Score: -14732247.000000 Penalty: 1157.449341
	Iteration 246Q: 3 clusters Score -1.473225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 333278 members 
Entering Unmasked Estep 
Score: -14732248.000000 Penalty: 1157.449341
	Iteration 247Q: 3 clusters Score -1.473225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 333280 members 
Entering Unmasked Estep 
Score: -14732249.000000 Penalty: 1157.449341
	Iteration 248Q: 3 clusters Score -1.473225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 333285 members 
Entering Unmasked Estep 
Score: -14732247.000000 Penalty: 1157.449341
	Iteration 249Q: 3 clusters Score -1.473225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 333288 members 
Entering Unmasked Estep 
Score: -14732257.000000 Penalty: 1157.449341
	Iteration 250Q: 3 clusters Score -1.473226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 333293 members 
Entering Unmasked Estep 
Score: -14732254.000000 Penalty: 1157.449341
	Iteration 251Q: 3 clusters Score -1.473225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 333298 members 
Entering Unmasked Estep 
Score: -14732255.000000 Penalty: 1157.449341
	Iteration 252Q: 3 clusters Score -1.473226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 333305 members 
Entering Unmasked Estep 
Score: -14732258.000000 Penalty: 1157.449341
	Iteration 253Q: 3 clusters Score -1.473226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 333309 members 
Entering Unmasked Estep 
Score: -14732262.000000 Penalty: 1157.449341
	Iteration 254Q: 3 clusters Score -1.473226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 333312 members 
Entering Unmasked Estep 
Score: -14732259.000000 Penalty: 1157.449341
	Iteration 255Q: 3 clusters Score -1.473226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 333318 members 
Entering Unmasked Estep 
Score: -14732259.000000 Penalty: 1157.449341
	Iteration 256Q: 3 clusters Score -1.473226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 333321 members 
Entering Unmasked Estep 
Score: -14732263.000000 Penalty: 1157.449341
	Iteration 257Q: 3 clusters Score -1.473226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 333325 members 
Entering Unmasked Estep 
Score: -14732274.000000 Penalty: 1157.449341
	Iteration 258Q: 3 clusters Score -1.473227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 333327 members 
Entering Unmasked Estep 
Score: -14732275.000000 Penalty: 1157.449341
	Iteration 259Q: 3 clusters Score -1.473228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 333331 members 
Entering Unmasked Estep 
Score: -14732278.000000 Penalty: 1157.449341
	Iteration 260F: 3 clusters Score -1.473228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 333335 members 
Entering Unmasked Estep 
Score: -14732278.000000 Penalty: 1157.449341
	Iteration 261Q: 3 clusters Score -1.473228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 333339 members 
Entering Unmasked Estep 
Score: -14732276.000000 Penalty: 1157.449341
	Iteration 262Q: 3 clusters Score -1.473228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 333343 members 
Entering Unmasked Estep 
Score: -14732282.000000 Penalty: 1157.449341
	Iteration 263Q: 3 clusters Score -1.473228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 333345 members 
Entering Unmasked Estep 
Score: -14732272.000000 Penalty: 1157.449341
	Iteration 264Q: 3 clusters Score -1.473227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 333344 members 
Entering Unmasked Estep 
Score: -14732272.000000 Penalty: 1157.449341
	Iteration 265Q: 3 clusters Score -1.473227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 333345 members 
Entering Unmasked Estep 
Score: -14732273.000000 Penalty: 1157.449341
	Iteration 266Q: 3 clusters Score -1.473227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 333345 members 
Entering Unmasked Estep 
Score: -14732268.000000 Penalty: 1157.449341
	Iteration 267Q: 3 clusters Score -1.473227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 333345 members 
Entering Unmasked Estep 
Score: -14732268.000000 Penalty: 1157.449341
	Iteration 268F: 3 clusters Score -1.473227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -29692.783203 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -29692.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28951.628906 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -28951.63 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29569.496094 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -29569.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29962.064453 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -29962.06 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30307.300781 Penalty: 621.707764
	Iteration 3F: 3 clusters Score -30307.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30484.636719 Penalty: 621.707764
	Iteration 4F: 3 clusters Score -30484.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30503.394531 Penalty: 621.707764
	Iteration 5Q: 3 clusters Score -30503.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30508.171875 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -30508.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30508.888672 Penalty: 621.707764
	Iteration 7Q: 3 clusters Score -30508.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30508.888672 Penalty: 621.707764
	Iteration 8F: 3 clusters Score -30508.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 334109 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 348715 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 13 contains 153609 members 
Mstep: Class 17 contains 17708 members 
Entering Unmasked Estep 
Score: -46902364.000000 Penalty: 7603.147461
Splitting cluster 5 changes total score from -46900636.000000 to -46902364.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (348715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348715 members 
Entering Unmasked Estep 
Score: -15083114.000000 Penalty: 580.671509
	Iteration 0F: 2 clusters Score -1.508311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 174433 members 
Entering Unmasked Estep 
Score: -14849188.000000 Penalty: 1161.343018
	Iteration 0F: 3 clusters Score -1.484919e+07 nChanged 171972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176858 members 
Mstep: Class 2 contains 171857 members 
Entering Unmasked Estep 
Score: -14955182.000000 Penalty: 1161.343018
	Iteration 1F: 3 clusters Score -1.495518e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180821 members 
Mstep: Class 2 contains 167894 members 
Entering Unmasked Estep 
Score: -14959862.000000 Penalty: 1161.343018
	Iteration 2Q: 3 clusters Score -1.495986e+07 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Mstep: Class 2 contains 161845 members 
Entering Unmasked Estep 
Score: -14967270.000000 Penalty: 1161.343018
	Iteration 3Q: 3 clusters Score -1.496727e+07 nChanged 19365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195171 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -14977900.000000 Penalty: 1161.343018
	Iteration 4F: 3 clusters Score -1.49779e+07 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205254 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -14994022.000000 Penalty: 1161.343018
	Iteration 5F: 3 clusters Score -1.499402e+07 nChanged 21572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215184 members 
Mstep: Class 2 contains 133531 members 
Entering Unmasked Estep 
Score: -15013127.000000 Penalty: 1161.343018
	Iteration 6F: 3 clusters Score -1.501313e+07 nChanged 19534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223296 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -15027994.000000 Penalty: 1161.343018
	Iteration 7F: 3 clusters Score -1.502799e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230201 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -15035096.000000 Penalty: 1161.343018
	Iteration 8Q: 3 clusters Score -1.50351e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236879 members 
Mstep: Class 2 contains 111836 members 
Entering Unmasked Estep 
Score: -15038283.000000 Penalty: 1161.343018
	Iteration 9Q: 3 clusters Score -1.503828e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243732 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -15040788.000000 Penalty: 1161.343018
	Iteration 10Q: 3 clusters Score -1.504079e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250662 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -15043187.000000 Penalty: 1161.343018
	Iteration 11Q: 3 clusters Score -1.504319e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257818 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -15045751.000000 Penalty: 1161.343018
	Iteration 12Q: 3 clusters Score -1.504575e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264993 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -15048376.000000 Penalty: 1161.343018
	Iteration 13Q: 3 clusters Score -1.504838e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272375 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -15050990.000000 Penalty: 1161.343018
	Iteration 14Q: 3 clusters Score -1.505099e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279895 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -15054085.000000 Penalty: 1161.343018
	Iteration 15Q: 3 clusters Score -1.505408e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287384 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -15057505.000000 Penalty: 1161.343018
	Iteration 16Q: 3 clusters Score -1.50575e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294879 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -15060833.000000 Penalty: 1161.343018
	Iteration 17Q: 3 clusters Score -1.506083e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302000 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -15064004.000000 Penalty: 1161.343018
	Iteration 18Q: 3 clusters Score -1.5064e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308765 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -15066956.000000 Penalty: 1161.343018
	Iteration 19Q: 3 clusters Score -1.506696e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315131 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -15069824.000000 Penalty: 1161.343018
	Iteration 20F: 3 clusters Score -1.506982e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320751 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -15072077.000000 Penalty: 1161.343018
	Iteration 21Q: 3 clusters Score -1.507208e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325747 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -15073999.000000 Penalty: 1161.343018
	Iteration 22Q: 3 clusters Score -1.5074e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329979 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -15075757.000000 Penalty: 1161.343018
	Iteration 23Q: 3 clusters Score -1.507576e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333523 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -15077167.000000 Penalty: 1161.343018
	Iteration 24Q: 3 clusters Score -1.507717e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336539 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -15078332.000000 Penalty: 1161.343018
	Iteration 25Q: 3 clusters Score -1.507833e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338886 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -15079174.000000 Penalty: 1161.343018
	Iteration 26Q: 3 clusters Score -1.507917e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340786 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -15079867.000000 Penalty: 1161.343018
	Iteration 27Q: 3 clusters Score -1.507987e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342273 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -15080465.000000 Penalty: 1161.343018
	Iteration 28Q: 3 clusters Score -1.508046e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343415 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -15080927.000000 Penalty: 1161.343018
	Iteration 29Q: 3 clusters Score -1.508093e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344307 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -15081261.000000 Penalty: 1161.343018
	Iteration 30Q: 3 clusters Score -1.508126e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344985 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -15081611.000000 Penalty: 1161.343018
	Iteration 31Q: 3 clusters Score -1.508161e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345514 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -15081776.000000 Penalty: 1161.343018
	Iteration 32Q: 3 clusters Score -1.508178e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345938 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -15082042.000000 Penalty: 1161.343018
	Iteration 33Q: 3 clusters Score -1.508204e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346286 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15082103.000000 Penalty: 1161.343018
	Iteration 34Q: 3 clusters Score -1.50821e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346558 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15082263.000000 Penalty: 1161.343018
	Iteration 35Q: 3 clusters Score -1.508226e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346794 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -15082348.000000 Penalty: 1161.343018
	Iteration 36Q: 3 clusters Score -1.508235e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346975 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15082401.000000 Penalty: 1161.343018
	Iteration 37Q: 3 clusters Score -1.50824e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347107 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15082454.000000 Penalty: 1161.343018
	Iteration 38Q: 3 clusters Score -1.508245e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347195 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15082524.000000 Penalty: 1161.343018
	Iteration 39Q: 3 clusters Score -1.508252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15082570.000000 Penalty: 1161.343018
	Iteration 40F: 3 clusters Score -1.508257e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347344 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15082599.000000 Penalty: 1161.343018
	Iteration 41Q: 3 clusters Score -1.50826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347395 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -15082619.000000 Penalty: 1161.343018
	Iteration 42Q: 3 clusters Score -1.508262e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347446 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15082651.000000 Penalty: 1161.343018
	Iteration 43Q: 3 clusters Score -1.508265e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347477 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15082667.000000 Penalty: 1161.343018
	Iteration 44Q: 3 clusters Score -1.508267e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347500 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15082697.000000 Penalty: 1161.343018
	Iteration 45Q: 3 clusters Score -1.50827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347518 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15082700.000000 Penalty: 1161.343018
	Iteration 46Q: 3 clusters Score -1.50827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347522 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15082711.000000 Penalty: 1161.343018
	Iteration 47Q: 3 clusters Score -1.508271e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347525 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15082729.000000 Penalty: 1161.343018
	Iteration 48Q: 3 clusters Score -1.508273e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347522 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15082730.000000 Penalty: 1161.343018
	Iteration 49Q: 3 clusters Score -1.508273e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347518 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15082745.000000 Penalty: 1161.343018
	Iteration 50Q: 3 clusters Score -1.508274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347525 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15082771.000000 Penalty: 1161.343018
	Iteration 51Q: 3 clusters Score -1.508277e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347541 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15082816.000000 Penalty: 1161.343018
	Iteration 52Q: 3 clusters Score -1.508282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15082861.000000 Penalty: 1161.343018
	Iteration 53Q: 3 clusters Score -1.508286e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347552 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15082866.000000 Penalty: 1161.343018
	Iteration 54Q: 3 clusters Score -1.508287e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347564 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15082874.000000 Penalty: 1161.343018
	Iteration 55Q: 3 clusters Score -1.508287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347577 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15082896.000000 Penalty: 1161.343018
	Iteration 56Q: 3 clusters Score -1.50829e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347584 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -15082915.000000 Penalty: 1161.343018
	Iteration 57Q: 3 clusters Score -1.508292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347596 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15082936.000000 Penalty: 1161.343018
	Iteration 58Q: 3 clusters Score -1.508294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347598 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15082928.000000 Penalty: 1161.343018
	Iteration 59Q: 3 clusters Score -1.508293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347609 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15082951.000000 Penalty: 1161.343018
	Iteration 60F: 3 clusters Score -1.508295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347594 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15082962.000000 Penalty: 1161.343018
	Iteration 61Q: 3 clusters Score -1.508296e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347574 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15082994.000000 Penalty: 1161.343018
	Iteration 62Q: 3 clusters Score -1.508299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347560 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15083054.000000 Penalty: 1161.343018
	Iteration 63Q: 3 clusters Score -1.508305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347551 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15083077.000000 Penalty: 1161.343018
	Iteration 64Q: 3 clusters Score -1.508308e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15083082.000000 Penalty: 1161.343018
	Iteration 65Q: 3 clusters Score -1.508308e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347539 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15083111.000000 Penalty: 1161.343018
	Iteration 66Q: 3 clusters Score -1.508311e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347534 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15083159.000000 Penalty: 1161.343018
	Iteration 67Q: 3 clusters Score -1.508316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347515 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15083194.000000 Penalty: 1161.343018
	Iteration 68Q: 3 clusters Score -1.508319e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347507 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15083207.000000 Penalty: 1161.343018
	Iteration 69Q: 3 clusters Score -1.508321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347519 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15083196.000000 Penalty: 1161.343018
	Iteration 70Q: 3 clusters Score -1.50832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347530 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15083215.000000 Penalty: 1161.343018
	Iteration 71Q: 3 clusters Score -1.508322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347537 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15083234.000000 Penalty: 1161.343018
	Iteration 72Q: 3 clusters Score -1.508323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347540 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15083223.000000 Penalty: 1161.343018
	Iteration 73Q: 3 clusters Score -1.508322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15083230.000000 Penalty: 1161.343018
	Iteration 74Q: 3 clusters Score -1.508323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347550 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15083230.000000 Penalty: 1161.343018
	Iteration 75Q: 3 clusters Score -1.508323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347551 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15083234.000000 Penalty: 1161.343018
	Iteration 76Q: 3 clusters Score -1.508323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347550 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -15083231.000000 Penalty: 1161.343018
	Iteration 77Q: 3 clusters Score -1.508323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347551 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15083226.000000 Penalty: 1161.343018
	Iteration 78Q: 3 clusters Score -1.508323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347552 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15083229.000000 Penalty: 1161.343018
	Iteration 79Q: 3 clusters Score -1.508323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347553 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15083251.000000 Penalty: 1161.343018
	Iteration 80F: 3 clusters Score -1.508325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347530 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15083264.000000 Penalty: 1161.343018
	Iteration 81Q: 3 clusters Score -1.508326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347512 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15083273.000000 Penalty: 1161.343018
	Iteration 82Q: 3 clusters Score -1.508327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347488 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15083291.000000 Penalty: 1161.343018
	Iteration 83Q: 3 clusters Score -1.508329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347456 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15083299.000000 Penalty: 1161.343018
	Iteration 84Q: 3 clusters Score -1.50833e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347421 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15083307.000000 Penalty: 1161.343018
	Iteration 85Q: 3 clusters Score -1.508331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347388 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15083339.000000 Penalty: 1161.343018
	Iteration 86Q: 3 clusters Score -1.508334e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347369 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15083355.000000 Penalty: 1161.343018
	Iteration 87Q: 3 clusters Score -1.508336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347344 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15083379.000000 Penalty: 1161.343018
	Iteration 88Q: 3 clusters Score -1.508338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347327 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15083389.000000 Penalty: 1161.343018
	Iteration 89Q: 3 clusters Score -1.508339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347302 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15083392.000000 Penalty: 1161.343018
	Iteration 90Q: 3 clusters Score -1.508339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347291 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15083414.000000 Penalty: 1161.343018
	Iteration 91Q: 3 clusters Score -1.508341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15083420.000000 Penalty: 1161.343018
	Iteration 92Q: 3 clusters Score -1.508342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347266 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15083456.000000 Penalty: 1161.343018
	Iteration 93Q: 3 clusters Score -1.508346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347265 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15083466.000000 Penalty: 1161.343018
	Iteration 94Q: 3 clusters Score -1.508347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347261 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15083477.000000 Penalty: 1161.343018
	Iteration 95Q: 3 clusters Score -1.508348e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347250 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15083478.000000 Penalty: 1161.343018
	Iteration 96Q: 3 clusters Score -1.508348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347243 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15083487.000000 Penalty: 1161.343018
	Iteration 97Q: 3 clusters Score -1.508349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347240 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15083500.000000 Penalty: 1161.343018
	Iteration 98Q: 3 clusters Score -1.50835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347234 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15083481.000000 Penalty: 1161.343018
	Iteration 99Q: 3 clusters Score -1.508348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347224 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15083494.000000 Penalty: 1161.343018
	Iteration 100F: 3 clusters Score -1.508349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347209 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15083516.000000 Penalty: 1161.343018
	Iteration 101Q: 3 clusters Score -1.508352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347198 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15083515.000000 Penalty: 1161.343018
	Iteration 102Q: 3 clusters Score -1.508352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347182 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15083507.000000 Penalty: 1161.343018
	Iteration 103Q: 3 clusters Score -1.508351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347166 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15083520.000000 Penalty: 1161.343018
	Iteration 104Q: 3 clusters Score -1.508352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347157 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15083522.000000 Penalty: 1161.343018
	Iteration 105Q: 3 clusters Score -1.508352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347145 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15083527.000000 Penalty: 1161.343018
	Iteration 106Q: 3 clusters Score -1.508353e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347136 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15083553.000000 Penalty: 1161.343018
	Iteration 107Q: 3 clusters Score -1.508355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347130 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15083551.000000 Penalty: 1161.343018
	Iteration 108Q: 3 clusters Score -1.508355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347126 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15083575.000000 Penalty: 1161.343018
	Iteration 109Q: 3 clusters Score -1.508358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347123 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15083581.000000 Penalty: 1161.343018
	Iteration 110Q: 3 clusters Score -1.508358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347116 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15083589.000000 Penalty: 1161.343018
	Iteration 111Q: 3 clusters Score -1.508359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347122 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15083570.000000 Penalty: 1161.343018
	Iteration 112Q: 3 clusters Score -1.508357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347124 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15083563.000000 Penalty: 1161.343018
	Iteration 113Q: 3 clusters Score -1.508356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347126 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15083564.000000 Penalty: 1161.343018
	Iteration 114Q: 3 clusters Score -1.508356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347132 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -15083577.000000 Penalty: 1161.343018
	Iteration 115Q: 3 clusters Score -1.508358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347134 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15083569.000000 Penalty: 1161.343018
	Iteration 116Q: 3 clusters Score -1.508357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347135 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15083575.000000 Penalty: 1161.343018
	Iteration 117Q: 3 clusters Score -1.508358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347136 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15083585.000000 Penalty: 1161.343018
	Iteration 118Q: 3 clusters Score -1.508358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347137 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15083583.000000 Penalty: 1161.343018
	Iteration 119Q: 3 clusters Score -1.508358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347136 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15083578.000000 Penalty: 1161.343018
	Iteration 120F: 3 clusters Score -1.508358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347135 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15083582.000000 Penalty: 1161.343018
	Iteration 121Q: 3 clusters Score -1.508358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347135 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15083578.000000 Penalty: 1161.343018
	Iteration 122Q: 3 clusters Score -1.508358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347134 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15083580.000000 Penalty: 1161.343018
	Iteration 123Q: 3 clusters Score -1.508358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347133 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15083575.000000 Penalty: 1161.343018
	Iteration 124Q: 3 clusters Score -1.508358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347133 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15083572.000000 Penalty: 1161.343018
	Iteration 125Q: 3 clusters Score -1.508357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347134 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15083577.000000 Penalty: 1161.343018
	Iteration 126Q: 3 clusters Score -1.508358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347134 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15083577.000000 Penalty: 1161.343018
	Iteration 127F: 3 clusters Score -1.508358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 334109 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 347134 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 13 contains 153609 members 
Mstep: Class 17 contains 17708 members 
Entering Unmasked Estep 
Score: -46902612.000000 Penalty: 8236.743164
Splitting cluster 6 changes total score from -46900636.000000 to -46902612.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (27282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Entering Unmasked Estep 
Score: -1172619.875000 Penalty: 464.736206
	Iteration 0F: 2 clusters Score -1172620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1154407.000000 Penalty: 929.472412
	Iteration 0F: 3 clusters Score -1154407 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1162286.000000 Penalty: 929.472412
	Iteration 1F: 3 clusters Score -1162286 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1162907.000000 Penalty: 929.472412
	Iteration 2F: 3 clusters Score -1162907 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1163912.500000 Penalty: 929.472412
	Iteration 3F: 3 clusters Score -1163912 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1165511.250000 Penalty: 929.472412
	Iteration 4F: 3 clusters Score -1165511 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1167497.000000 Penalty: 929.472412
	Iteration 5F: 3 clusters Score -1167497 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1169402.000000 Penalty: 929.472412
	Iteration 6F: 3 clusters Score -1169402 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1170815.500000 Penalty: 929.472412
	Iteration 7F: 3 clusters Score -1170816 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1171637.750000 Penalty: 929.472412
	Iteration 8Q: 3 clusters Score -1171638 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1171999.750000 Penalty: 929.472412
	Iteration 9Q: 3 clusters Score -1172000 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1172127.500000 Penalty: 929.472412
	Iteration 10Q: 3 clusters Score -1172128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1172183.250000 Penalty: 929.472412
	Iteration 11Q: 3 clusters Score -1172183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1172199.875000 Penalty: 929.472412
	Iteration 12Q: 3 clusters Score -1172200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1172204.125000 Penalty: 929.472412
	Iteration 13Q: 3 clusters Score -1172204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1172203.875000 Penalty: 929.472412
	Iteration 14Q: 3 clusters Score -1172204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1172203.875000 Penalty: 929.472412
	Iteration 15F: 3 clusters Score -1172204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Entering Unmasked Estep 
Score: -1673180.750000 Penalty: 483.762695
	Iteration 0F: 2 clusters Score -1673181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -1645317.375000 Penalty: 967.525391
	Iteration 0F: 3 clusters Score -1645317 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1658014.375000 Penalty: 967.525391
	Iteration 1F: 3 clusters Score -1658014 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -1659800.875000 Penalty: 967.525391
	Iteration 2F: 3 clusters Score -1659801 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -1662423.000000 Penalty: 967.525391
	Iteration 3F: 3 clusters Score -1662423 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -1665482.000000 Penalty: 967.525391
	Iteration 4F: 3 clusters Score -1665482 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -1667984.125000 Penalty: 967.525391
	Iteration 5F: 3 clusters Score -1667984 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -1669540.125000 Penalty: 967.525391
	Iteration 6Q: 3 clusters Score -1669540 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -1670588.250000 Penalty: 967.525391
	Iteration 7Q: 3 clusters Score -1670588 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -1671372.500000 Penalty: 967.525391
	Iteration 8Q: 3 clusters Score -1671372 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -1671923.875000 Penalty: 967.525391
	Iteration 9Q: 3 clusters Score -1671924 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -1672249.000000 Penalty: 967.525391
	Iteration 10Q: 3 clusters Score -1672249 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -1672450.375000 Penalty: 967.525391
	Iteration 11Q: 3 clusters Score -1672450 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -1672580.500000 Penalty: 967.525391
	Iteration 12Q: 3 clusters Score -1672580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -1672659.250000 Penalty: 967.525391
	Iteration 13Q: 3 clusters Score -1672659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -1672718.750000 Penalty: 967.525391
	Iteration 14Q: 3 clusters Score -1672719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -1672774.375000 Penalty: 967.525391
	Iteration 15Q: 3 clusters Score -1672774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -1672851.500000 Penalty: 967.525391
	Iteration 16Q: 3 clusters Score -1672852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -1672936.875000 Penalty: 967.525391
	Iteration 17Q: 3 clusters Score -1672937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -1672978.375000 Penalty: 967.525391
	Iteration 18Q: 3 clusters Score -1672978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -1672999.500000 Penalty: 967.525391
	Iteration 19Q: 3 clusters Score -1673000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -1673006.375000 Penalty: 967.525391
	Iteration 20F: 3 clusters Score -1673006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -1673025.375000 Penalty: 967.525391
	Iteration 21Q: 3 clusters Score -1673025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -1673041.000000 Penalty: 967.525391
	Iteration 22Q: 3 clusters Score -1673041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -1673059.375000 Penalty: 967.525391
	Iteration 23Q: 3 clusters Score -1673059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -1673074.375000 Penalty: 967.525391
	Iteration 24Q: 3 clusters Score -1673074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -1673079.875000 Penalty: 967.525391
	Iteration 25Q: 3 clusters Score -1673080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -1673082.125000 Penalty: 967.525391
	Iteration 26Q: 3 clusters Score -1673082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -1673085.875000 Penalty: 967.525391
	Iteration 27Q: 3 clusters Score -1673086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -1673085.375000 Penalty: 967.525391
	Iteration 28Q: 3 clusters Score -1673085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -1673087.000000 Penalty: 967.525391
	Iteration 29Q: 3 clusters Score -1673087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -1673087.500000 Penalty: 967.525391
	Iteration 30Q: 3 clusters Score -1673088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -1673088.750000 Penalty: 967.525391
	Iteration 31Q: 3 clusters Score -1673089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -1673088.750000 Penalty: 967.525391
	Iteration 32F: 3 clusters Score -1673089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Entering Unmasked Estep 
Score: -1537114.125000 Penalty: 477.549713
	Iteration 0F: 2 clusters Score -1537114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1512817.750000 Penalty: 955.099426
	Iteration 0F: 3 clusters Score -1512818 nChanged 17316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1523053.125000 Penalty: 955.099426
	Iteration 1F: 3 clusters Score -1523053 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1523561.250000 Penalty: 955.099426
	Iteration 2Q: 3 clusters Score -1523561 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -1524391.625000 Penalty: 955.099426
	Iteration 3F: 3 clusters Score -1524392 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1526025.000000 Penalty: 955.099426
	Iteration 4F: 3 clusters Score -1526025 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1529531.875000 Penalty: 955.099426
	Iteration 5F: 3 clusters Score -1529532 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -1534657.000000 Penalty: 955.099426
	Iteration 6F: 3 clusters Score -1534657 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -1538197.625000 Penalty: 955.099426
	Iteration 7F: 3 clusters Score -1538198 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -1539671.625000 Penalty: 955.099426
	Iteration 8Q: 3 clusters Score -1539672 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -1540227.500000 Penalty: 955.099426
	Iteration 9Q: 3 clusters Score -1540228 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -1540521.875000 Penalty: 955.099426
	Iteration 10Q: 3 clusters Score -1540522 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -1540700.750000 Penalty: 955.099426
	Iteration 11Q: 3 clusters Score -1540701 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -1540783.250000 Penalty: 955.099426
	Iteration 12Q: 3 clusters Score -1540783 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -1540817.625000 Penalty: 955.099426
	Iteration 13Q: 3 clusters Score -1540818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -1540842.125000 Penalty: 955.099426
	Iteration 14Q: 3 clusters Score -1540842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -1540858.875000 Penalty: 955.099426
	Iteration 15Q: 3 clusters Score -1540859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -1540868.500000 Penalty: 955.099426
	Iteration 16Q: 3 clusters Score -1540868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -1540875.500000 Penalty: 955.099426
	Iteration 17Q: 3 clusters Score -1540876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -1540882.000000 Penalty: 955.099426
	Iteration 18Q: 3 clusters Score -1540882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -1540889.125000 Penalty: 955.099426
	Iteration 19Q: 3 clusters Score -1540889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -1540896.500000 Penalty: 955.099426
	Iteration 20F: 3 clusters Score -1540896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -1540898.750000 Penalty: 955.099426
	Iteration 21Q: 3 clusters Score -1540899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -1540905.875000 Penalty: 955.099426
	Iteration 22Q: 3 clusters Score -1540906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -1540914.250000 Penalty: 955.099426
	Iteration 23Q: 3 clusters Score -1540914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -1540921.750000 Penalty: 955.099426
	Iteration 24Q: 3 clusters Score -1540922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -1540925.625000 Penalty: 955.099426
	Iteration 25Q: 3 clusters Score -1540926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -1540926.500000 Penalty: 955.099426
	Iteration 26Q: 3 clusters Score -1540926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -1540922.625000 Penalty: 955.099426
	Iteration 27Q: 3 clusters Score -1540923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -1540920.875000 Penalty: 955.099426
	Iteration 28Q: 3 clusters Score -1540921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -1540929.125000 Penalty: 955.099426
	Iteration 29Q: 3 clusters Score -1540929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -1540935.250000 Penalty: 955.099426
	Iteration 30Q: 3 clusters Score -1540935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -1540933.250000 Penalty: 955.099426
	Iteration 31Q: 3 clusters Score -1540933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -1540941.750000 Penalty: 955.099426
	Iteration 32Q: 3 clusters Score -1540942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1540947.500000 Penalty: 955.099426
	Iteration 33Q: 3 clusters Score -1540948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -1540947.250000 Penalty: 955.099426
	Iteration 34Q: 3 clusters Score -1540947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -1540952.750000 Penalty: 955.099426
	Iteration 35Q: 3 clusters Score -1540953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -1540957.500000 Penalty: 955.099426
	Iteration 36Q: 3 clusters Score -1540958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -1540963.500000 Penalty: 955.099426
	Iteration 37Q: 3 clusters Score -1540964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1540959.750000 Penalty: 955.099426
	Iteration 38Q: 3 clusters Score -1540960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -1540968.500000 Penalty: 955.099426
	Iteration 39Q: 3 clusters Score -1540968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -1540972.875000 Penalty: 955.099426
	Iteration 40F: 3 clusters Score -1540973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -1540969.750000 Penalty: 955.099426
	Iteration 41Q: 3 clusters Score -1540970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -1540968.000000 Penalty: 955.099426
	Iteration 42Q: 3 clusters Score -1540968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -1540972.875000 Penalty: 955.099426
	Iteration 43Q: 3 clusters Score -1540973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -1540972.000000 Penalty: 955.099426
	Iteration 44Q: 3 clusters Score -1540972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -1540976.125000 Penalty: 955.099426
	Iteration 45Q: 3 clusters Score -1540976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -1540972.875000 Penalty: 955.099426
	Iteration 46Q: 3 clusters Score -1540973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -1540972.500000 Penalty: 955.099426
	Iteration 47Q: 3 clusters Score -1540972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -1540973.375000 Penalty: 955.099426
	Iteration 48Q: 3 clusters Score -1540973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -1540973.250000 Penalty: 955.099426
	Iteration 49Q: 3 clusters Score -1540973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -1540977.500000 Penalty: 955.099426
	Iteration 50Q: 3 clusters Score -1540978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -1540978.875000 Penalty: 955.099426
	Iteration 51Q: 3 clusters Score -1540979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -1540981.250000 Penalty: 955.099426
	Iteration 52Q: 3 clusters Score -1540981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -1540982.375000 Penalty: 955.099426
	Iteration 53Q: 3 clusters Score -1540982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -1540987.250000 Penalty: 955.099426
	Iteration 54Q: 3 clusters Score -1540987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -1540987.625000 Penalty: 955.099426
	Iteration 55Q: 3 clusters Score -1540988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -1540989.750000 Penalty: 955.099426
	Iteration 56Q: 3 clusters Score -1540990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -1540994.250000 Penalty: 955.099426
	Iteration 57Q: 3 clusters Score -1540994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -1540995.625000 Penalty: 955.099426
	Iteration 58Q: 3 clusters Score -1540996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -1540995.750000 Penalty: 955.099426
	Iteration 59Q: 3 clusters Score -1540996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -1540997.875000 Penalty: 955.099426
	Iteration 60F: 3 clusters Score -1540998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -1540998.125000 Penalty: 955.099426
	Iteration 61Q: 3 clusters Score -1540998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -1540996.375000 Penalty: 955.099426
	Iteration 62Q: 3 clusters Score -1540996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -1540997.625000 Penalty: 955.099426
	Iteration 63Q: 3 clusters Score -1540998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -1540997.250000 Penalty: 955.099426
	Iteration 64Q: 3 clusters Score -1540997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -1540997.000000 Penalty: 955.099426
	Iteration 65Q: 3 clusters Score -1540997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -1540999.625000 Penalty: 955.099426
	Iteration 66Q: 3 clusters Score -1541000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -1541005.750000 Penalty: 955.099426
	Iteration 67Q: 3 clusters Score -1541006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -1541002.875000 Penalty: 955.099426
	Iteration 68Q: 3 clusters Score -1541003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -1541006.125000 Penalty: 955.099426
	Iteration 69Q: 3 clusters Score -1541006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -1541004.875000 Penalty: 955.099426
	Iteration 70Q: 3 clusters Score -1541005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -1541005.875000 Penalty: 955.099426
	Iteration 71Q: 3 clusters Score -1541006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -1540999.625000 Penalty: 955.099426
	Iteration 72Q: 3 clusters Score -1541000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -1541000.625000 Penalty: 955.099426
	Iteration 73Q: 3 clusters Score -1541001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -1541001.250000 Penalty: 955.099426
	Iteration 74Q: 3 clusters Score -1541001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -1541003.250000 Penalty: 955.099426
	Iteration 75Q: 3 clusters Score -1541003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -1541002.375000 Penalty: 955.099426
	Iteration 76Q: 3 clusters Score -1541002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -1541004.625000 Penalty: 955.099426
	Iteration 77Q: 3 clusters Score -1541005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -1541006.000000 Penalty: 955.099426
	Iteration 78Q: 3 clusters Score -1541006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -1541005.250000 Penalty: 955.099426
	Iteration 79Q: 3 clusters Score -1541005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -1541004.375000 Penalty: 955.099426
	Iteration 80F: 3 clusters Score -1541004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -1541005.000000 Penalty: 955.099426
	Iteration 81Q: 3 clusters Score -1541005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -1541004.500000 Penalty: 955.099426
	Iteration 82Q: 3 clusters Score -1541004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -1541006.875000 Penalty: 955.099426
	Iteration 83Q: 3 clusters Score -1541007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -1541003.250000 Penalty: 955.099426
	Iteration 84Q: 3 clusters Score -1541003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -1541003.625000 Penalty: 955.099426
	Iteration 85Q: 3 clusters Score -1541004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1541004.500000 Penalty: 955.099426
	Iteration 86Q: 3 clusters Score -1541004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -1541003.375000 Penalty: 955.099426
	Iteration 87Q: 3 clusters Score -1541003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -1541002.375000 Penalty: 955.099426
	Iteration 88Q: 3 clusters Score -1541002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -1541000.375000 Penalty: 955.099426
	Iteration 89Q: 3 clusters Score -1541000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -1540997.375000 Penalty: 955.099426
	Iteration 90Q: 3 clusters Score -1540997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -1540997.875000 Penalty: 955.099426
	Iteration 91Q: 3 clusters Score -1540998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -1540997.375000 Penalty: 955.099426
	Iteration 92Q: 3 clusters Score -1540997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -1540997.875000 Penalty: 955.099426
	Iteration 93Q: 3 clusters Score -1540998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -1540996.750000 Penalty: 955.099426
	Iteration 94Q: 3 clusters Score -1540997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -1540998.125000 Penalty: 955.099426
	Iteration 95Q: 3 clusters Score -1540998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -1540998.125000 Penalty: 955.099426
	Iteration 96F: 3 clusters Score -1540998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 334109 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 347134 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 8 contains 217 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 29036 members 
Mstep: Class 13 contains 153609 members 
Mstep: Class 17 contains 17708 members 
Entering Unmasked Estep 
Score: -46906756.000000 Penalty: 8870.338867
Splitting cluster 11 changes total score from -46900636.000000 to -46906756.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (153609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Entering Unmasked Estep 
Score: -7005744.500000 Penalty: 543.368530
	Iteration 0F: 2 clusters Score -7005744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -6901777.000000 Penalty: 1086.737061
	Iteration 0F: 3 clusters Score -6901777 nChanged 75411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -6951862.000000 Penalty: 1086.737061
	Iteration 1F: 3 clusters Score -6951862 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6958971.500000 Penalty: 1086.737061
	Iteration 2F: 3 clusters Score -6958972 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -6970030.000000 Penalty: 1086.737061
	Iteration 3F: 3 clusters Score -6970030 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6982344.000000 Penalty: 1086.737061
	Iteration 4F: 3 clusters Score -6982344 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6992182.000000 Penalty: 1086.737061
	Iteration 5F: 3 clusters Score -6992182 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145936 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6998434.500000 Penalty: 1086.737061
	Iteration 6Q: 3 clusters Score -6998434 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7001889.500000 Penalty: 1086.737061
	Iteration 7Q: 3 clusters Score -7001890 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7003795.000000 Penalty: 1086.737061
	Iteration 8Q: 3 clusters Score -7003795 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152834 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7004660.500000 Penalty: 1086.737061
	Iteration 9Q: 3 clusters Score -7004660 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7004983.500000 Penalty: 1086.737061
	Iteration 10Q: 3 clusters Score -7004984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7005123.500000 Penalty: 1086.737061
	Iteration 11Q: 3 clusters Score -7005124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7005189.500000 Penalty: 1086.737061
	Iteration 12Q: 3 clusters Score -7005190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7005224.500000 Penalty: 1086.737061
	Iteration 13Q: 3 clusters Score -7005224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7005251.500000 Penalty: 1086.737061
	Iteration 14Q: 3 clusters Score -7005252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7005271.000000 Penalty: 1086.737061
	Iteration 15Q: 3 clusters Score -7005271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7005276.000000 Penalty: 1086.737061
	Iteration 16Q: 3 clusters Score -7005276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7005277.500000 Penalty: 1086.737061
	Iteration 17Q: 3 clusters Score -7005278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7005277.500000 Penalty: 1086.737061
	Iteration 18F: 3 clusters Score -7005278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -757993.000000 Penalty: 445.070618
	Iteration 0F: 2 clusters Score -757993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -746097.125000 Penalty: 890.141235
	Iteration 0F: 3 clusters Score -746097.1 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -750992.500000 Penalty: 890.141235
	Iteration 1F: 3 clusters Score -750992.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -751335.687500 Penalty: 890.141235
	Iteration 2Q: 3 clusters Score -751335.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -751854.875000 Penalty: 890.141235
	Iteration 3Q: 3 clusters Score -751854.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -752550.250000 Penalty: 890.141235
	Iteration 4F: 3 clusters Score -752550.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -753318.437500 Penalty: 890.141235
	Iteration 5F: 3 clusters Score -753318.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -754056.625000 Penalty: 890.141235
	Iteration 6F: 3 clusters Score -754056.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -754655.125000 Penalty: 890.141235
	Iteration 7F: 3 clusters Score -754655.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -755084.937500 Penalty: 890.141235
	Iteration 8Q: 3 clusters Score -755084.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -755412.312500 Penalty: 890.141235
	Iteration 9Q: 3 clusters Score -755412.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -755653.250000 Penalty: 890.141235
	Iteration 10Q: 3 clusters Score -755653.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -755824.187500 Penalty: 890.141235
	Iteration 11Q: 3 clusters Score -755824.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -755933.625000 Penalty: 890.141235
	Iteration 12Q: 3 clusters Score -755933.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -755996.500000 Penalty: 890.141235
	Iteration 13Q: 3 clusters Score -755996.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -756029.625000 Penalty: 890.141235
	Iteration 14Q: 3 clusters Score -756029.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -756052.125000 Penalty: 890.141235
	Iteration 15Q: 3 clusters Score -756052.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -756076.437500 Penalty: 890.141235
	Iteration 16Q: 3 clusters Score -756076.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -756100.312500 Penalty: 890.141235
	Iteration 17Q: 3 clusters Score -756100.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -756115.312500 Penalty: 890.141235
	Iteration 18Q: 3 clusters Score -756115.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -756131.375000 Penalty: 890.141235
	Iteration 19Q: 3 clusters Score -756131.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -756146.312500 Penalty: 890.141235
	Iteration 20F: 3 clusters Score -756146.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -756157.937500 Penalty: 890.141235
	Iteration 21Q: 3 clusters Score -756157.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -756175.250000 Penalty: 890.141235
	Iteration 22Q: 3 clusters Score -756175.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -756193.250000 Penalty: 890.141235
	Iteration 23Q: 3 clusters Score -756193.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -756213.187500 Penalty: 890.141235
	Iteration 24Q: 3 clusters Score -756213.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -756237.562500 Penalty: 890.141235
	Iteration 25Q: 3 clusters Score -756237.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -756265.375000 Penalty: 890.141235
	Iteration 26Q: 3 clusters Score -756265.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -756299.687500 Penalty: 890.141235
	Iteration 27Q: 3 clusters Score -756299.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -756331.500000 Penalty: 890.141235
	Iteration 28Q: 3 clusters Score -756331.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -756356.312500 Penalty: 890.141235
	Iteration 29Q: 3 clusters Score -756356.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -756386.250000 Penalty: 890.141235
	Iteration 30Q: 3 clusters Score -756386.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -756421.312500 Penalty: 890.141235
	Iteration 31Q: 3 clusters Score -756421.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -756455.250000 Penalty: 890.141235
	Iteration 32Q: 3 clusters Score -756455.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -756507.687500 Penalty: 890.141235
	Iteration 33Q: 3 clusters Score -756507.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -756563.250000 Penalty: 890.141235
	Iteration 34Q: 3 clusters Score -756563.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -756635.125000 Penalty: 890.141235
	Iteration 35Q: 3 clusters Score -756635.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -756697.625000 Penalty: 890.141235
	Iteration 36Q: 3 clusters Score -756697.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -756756.375000 Penalty: 890.141235
	Iteration 37Q: 3 clusters Score -756756.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -756813.250000 Penalty: 890.141235
	Iteration 38Q: 3 clusters Score -756813.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -756886.000000 Penalty: 890.141235
	Iteration 39Q: 3 clusters Score -756886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -756951.562500 Penalty: 890.141235
	Iteration 40F: 3 clusters Score -756951.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -757016.875000 Penalty: 890.141235
	Iteration 41Q: 3 clusters Score -757016.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -757083.250000 Penalty: 890.141235
	Iteration 42Q: 3 clusters Score -757083.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -757142.812500 Penalty: 890.141235
	Iteration 43Q: 3 clusters Score -757142.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -757192.500000 Penalty: 890.141235
	Iteration 44Q: 3 clusters Score -757192.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -757243.375000 Penalty: 890.141235
	Iteration 45Q: 3 clusters Score -757243.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -757285.625000 Penalty: 890.141235
	Iteration 46Q: 3 clusters Score -757285.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -757329.375000 Penalty: 890.141235
	Iteration 47Q: 3 clusters Score -757329.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -757359.437500 Penalty: 890.141235
	Iteration 48Q: 3 clusters Score -757359.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -757378.937500 Penalty: 890.141235
	Iteration 49Q: 3 clusters Score -757378.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -757404.750000 Penalty: 890.141235
	Iteration 50Q: 3 clusters Score -757404.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -757433.625000 Penalty: 890.141235
	Iteration 51Q: 3 clusters Score -757433.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -757466.937500 Penalty: 890.141235
	Iteration 52Q: 3 clusters Score -757466.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -757496.562500 Penalty: 890.141235
	Iteration 53Q: 3 clusters Score -757496.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -757525.687500 Penalty: 890.141235
	Iteration 54Q: 3 clusters Score -757525.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -757545.750000 Penalty: 890.141235
	Iteration 55Q: 3 clusters Score -757545.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -757562.437500 Penalty: 890.141235
	Iteration 56Q: 3 clusters Score -757562.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -757576.687500 Penalty: 890.141235
	Iteration 57Q: 3 clusters Score -757576.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -757592.750000 Penalty: 890.141235
	Iteration 58Q: 3 clusters Score -757592.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -757604.375000 Penalty: 890.141235
	Iteration 59Q: 3 clusters Score -757604.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -757612.875000 Penalty: 890.141235
	Iteration 60F: 3 clusters Score -757612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -757620.562500 Penalty: 890.141235
	Iteration 61Q: 3 clusters Score -757620.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -757629.312500 Penalty: 890.141235
	Iteration 62Q: 3 clusters Score -757629.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -757636.562500 Penalty: 890.141235
	Iteration 63Q: 3 clusters Score -757636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -757638.375000 Penalty: 890.141235
	Iteration 64Q: 3 clusters Score -757638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -757643.562500 Penalty: 890.141235
	Iteration 65Q: 3 clusters Score -757643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -757646.125000 Penalty: 890.141235
	Iteration 66Q: 3 clusters Score -757646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -757648.937500 Penalty: 890.141235
	Iteration 67Q: 3 clusters Score -757648.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -757651.062500 Penalty: 890.141235
	Iteration 68Q: 3 clusters Score -757651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -757652.250000 Penalty: 890.141235
	Iteration 69Q: 3 clusters Score -757652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -757652.062500 Penalty: 890.141235
	Iteration 70Q: 3 clusters Score -757652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -757655.312500 Penalty: 890.141235
	Iteration 71Q: 3 clusters Score -757655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -757655.125000 Penalty: 890.141235
	Iteration 72Q: 3 clusters Score -757655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -757655.500000 Penalty: 890.141235
	Iteration 73Q: 3 clusters Score -757655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -757655.500000 Penalty: 890.141235
	Iteration 74F: 3 clusters Score -757655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 2 contains 102756 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 334109 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 347134 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 13 contains 153609 members 
Mstep: Class 17 contains 17708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907952.000000 Penalty: 8870.338867
Iteration 79Q: 15 clusters Score -4.690795e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 102944 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 333775 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 345854 members 
Mstep: Class 7 contains 27287 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 41728 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 28994 members 
Mstep: Class 13 contains 154812 members 
Mstep: Class 17 contains 17941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909052.000000 Penalty: 8870.338867
Iteration 80F: 15 clusters Score -4.690905e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 103168 members 
Mstep: Class 3 contains 15768 members 
Mstep: Class 4 contains 333030 members 
Mstep: Class 5 contains 875 members 
Mstep: Class 6 contains 343792 members 
Mstep: Class 7 contains 27140 members 
Mstep: Class 8 contains 213 members 
Mstep: Class 9 contains 41551 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 29806 members 
Mstep: Class 13 contains 156001 members 
Mstep: Class 17 contains 17884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46910396.000000 Penalty: 8870.338867
Iteration 81Q: 15 clusters Score -4.69104e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 103583 members 
Mstep: Class 3 contains 15871 members 
Mstep: Class 4 contains 332100 members 
Mstep: Class 5 contains 935 members 
Mstep: Class 6 contains 341868 members 
Mstep: Class 7 contains 27013 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 7204 members 
Mstep: Class 12 contains 30527 members 
Mstep: Class 13 contains 157288 members 
Mstep: Class 17 contains 17824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911464.000000 Penalty: 8870.338867
Iteration 82Q: 15 clusters Score -4.691146e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 104073 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 331077 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 340105 members 
Mstep: Class 7 contains 26893 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 41409 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 31194 members 
Mstep: Class 13 contains 158489 members 
Mstep: Class 17 contains 17773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913076.000000 Penalty: 8870.338867
Iteration 83Q: 15 clusters Score -4.691308e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 104585 members 
Mstep: Class 3 contains 16040 members 
Mstep: Class 4 contains 330067 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 338376 members 
Mstep: Class 7 contains 26778 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 41381 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 31820 members 
Mstep: Class 13 contains 159615 members 
Mstep: Class 17 contains 17752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46914552.000000 Penalty: 8870.338867
Iteration 84Q: 15 clusters Score -4.691455e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 105078 members 
Mstep: Class 3 contains 16137 members 
Mstep: Class 4 contains 329100 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 336718 members 
Mstep: Class 7 contains 26678 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 41383 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 32401 members 
Mstep: Class 13 contains 160715 members 
Mstep: Class 17 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915352.000000 Penalty: 8870.338867
Iteration 85Q: 15 clusters Score -4.691535e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 105664 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 328218 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 335129 members 
Mstep: Class 7 contains 26569 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 41365 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 32937 members 
Mstep: Class 13 contains 161697 members 
Mstep: Class 17 contains 17722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916272.000000 Penalty: 8870.338867
Iteration 86Q: 15 clusters Score -4.691627e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 106341 members 
Mstep: Class 3 contains 16344 members 
Mstep: Class 4 contains 327260 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 333523 members 
Mstep: Class 7 contains 26476 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 41370 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 33467 members 
Mstep: Class 13 contains 162681 members 
Mstep: Class 17 contains 17706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917232.000000 Penalty: 8870.338867
Iteration 87Q: 15 clusters Score -4.691723e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 107162 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 326180 members 
Mstep: Class 5 contains 1132 members 
Mstep: Class 6 contains 331973 members 
Mstep: Class 7 contains 26393 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 41370 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 33951 members 
Mstep: Class 13 contains 163662 members 
Mstep: Class 17 contains 17707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918284.000000 Penalty: 8870.338867
Iteration 88Q: 15 clusters Score -4.691828e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 108118 members 
Mstep: Class 3 contains 16550 members 
Mstep: Class 4 contains 325059 members 
Mstep: Class 5 contains 1148 members 
Mstep: Class 6 contains 330405 members 
Mstep: Class 7 contains 26285 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 41397 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 34426 members 
Mstep: Class 13 contains 164582 members 
Mstep: Class 17 contains 17682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919244.000000 Penalty: 8870.338867
Iteration 89Q: 15 clusters Score -4.691924e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 109162 members 
Mstep: Class 3 contains 16686 members 
Mstep: Class 4 contains 323905 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 328893 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 10 contains 4301 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 34860 members 
Mstep: Class 13 contains 165458 members 
Mstep: Class 17 contains 17651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920512.000000 Penalty: 8870.338867
Iteration 90Q: 15 clusters Score -4.692051e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 110326 members 
Mstep: Class 3 contains 16809 members 
Mstep: Class 4 contains 322773 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 327454 members 
Mstep: Class 7 contains 26045 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 166134 members 
Mstep: Class 17 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921808.000000 Penalty: 8870.338867
Iteration 91Q: 15 clusters Score -4.692181e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 111543 members 
Mstep: Class 3 contains 16954 members 
Mstep: Class 4 contains 321719 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 326043 members 
Mstep: Class 7 contains 25909 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 7571 members 
Mstep: Class 12 contains 35753 members 
Mstep: Class 13 contains 166662 members 
Mstep: Class 17 contains 17609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923212.000000 Penalty: 8870.338867
Iteration 92Q: 15 clusters Score -4.692321e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 112746 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 4 contains 320717 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 324656 members 
Mstep: Class 7 contains 25770 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 36209 members 
Mstep: Class 13 contains 167106 members 
Mstep: Class 17 contains 17586 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -4.692409e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 113926 members 
Mstep: Class 3 contains 17240 members 
Mstep: Class 4 contains 319844 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 323365 members 
Mstep: Class 7 contains 25622 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 4727 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 36638 members 
Mstep: Class 13 contains 167388 members 
Mstep: Class 17 contains 17558 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -4.692452e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 115132 members 
Mstep: Class 3 contains 17345 members 
Mstep: Class 4 contains 318967 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 322193 members 
Mstep: Class 7 contains 25497 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41516 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 37035 members 
Mstep: Class 13 contains 167538 members 
Mstep: Class 17 contains 17538 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -4.692504e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 116336 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 318164 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 6 contains 321174 members 
Mstep: Class 7 contains 25373 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41565 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 37439 members 
Mstep: Class 13 contains 167465 members 
Mstep: Class 17 contains 17524 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -4.692568e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 117578 members 
Mstep: Class 3 contains 17592 members 
Mstep: Class 4 contains 317413 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 320162 members 
Mstep: Class 7 contains 25222 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 37855 members 
Mstep: Class 13 contains 167335 members 
Mstep: Class 17 contains 17507 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -4.69262e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 118788 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 4 contains 316851 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 319261 members 
Mstep: Class 7 contains 25086 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 38274 members 
Mstep: Class 13 contains 166943 members 
Mstep: Class 17 contains 17496 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -4.69267e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 120044 members 
Mstep: Class 3 contains 17851 members 
Mstep: Class 4 contains 316260 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 318347 members 
Mstep: Class 7 contains 24956 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41595 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 38730 members 
Mstep: Class 13 contains 166541 members 
Mstep: Class 17 contains 17485 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -4.692709e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 121355 members 
Mstep: Class 3 contains 17988 members 
Mstep: Class 4 contains 315757 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 317522 members 
Mstep: Class 7 contains 24825 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41575 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 39206 members 
Mstep: Class 13 contains 165873 members 
Mstep: Class 17 contains 17463 members 
Entering Unmasked Estep 
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Iteration 100F: 15 clusters Score -4.692749e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 122570 members 
Mstep: Class 3 contains 18121 members 
Mstep: Class 4 contains 315198 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 316634 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41556 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 39701 members 
Mstep: Class 13 contains 165322 members 
Mstep: Class 17 contains 17445 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -4.692806e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 123786 members 
Mstep: Class 3 contains 18251 members 
Mstep: Class 4 contains 314741 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 315874 members 
Mstep: Class 7 contains 24578 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 8351 members 
Mstep: Class 12 contains 40214 members 
Mstep: Class 13 contains 164549 members 
Mstep: Class 17 contains 17415 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -4.692825e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 124914 members 
Mstep: Class 3 contains 18373 members 
Mstep: Class 4 contains 314255 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 315102 members 
Mstep: Class 7 contains 24472 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 40729 members 
Mstep: Class 13 contains 163941 members 
Mstep: Class 17 contains 17393 members 
Entering Unmasked Estep 
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Iteration 103Q: 15 clusters Score -4.692853e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 125946 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 313839 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 314426 members 
Mstep: Class 7 contains 24372 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41428 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 41257 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 17 contains 17364 members 
Entering Unmasked Estep 
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Iteration 104Q: 15 clusters Score -4.692863e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 126971 members 
Mstep: Class 3 contains 18606 members 
Mstep: Class 4 contains 313444 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 313812 members 
Mstep: Class 7 contains 24276 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41387 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 41786 members 
Mstep: Class 13 contains 162542 members 
Mstep: Class 17 contains 17335 members 
Entering Unmasked Estep 
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Iteration 105Q: 15 clusters Score -4.69291e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 127875 members 
Mstep: Class 3 contains 18718 members 
Mstep: Class 4 contains 313185 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 313256 members 
Mstep: Class 7 contains 24198 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41346 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 42276 members 
Mstep: Class 13 contains 161769 members 
Mstep: Class 17 contains 17302 members 
Entering Unmasked Estep 
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Iteration 106Q: 15 clusters Score -4.69291e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 128694 members 
Mstep: Class 3 contains 18815 members 
Mstep: Class 4 contains 312932 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 312623 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 42749 members 
Mstep: Class 13 contains 161154 members 
Mstep: Class 17 contains 17282 members 
Entering Unmasked Estep 
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Iteration 107Q: 15 clusters Score -4.692928e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 129492 members 
Mstep: Class 3 contains 18889 members 
Mstep: Class 4 contains 312630 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 312026 members 
Mstep: Class 7 contains 24047 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41273 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 43179 members 
Mstep: Class 13 contains 160601 members 
Mstep: Class 17 contains 17258 members 
Entering Unmasked Estep 
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Iteration 108Q: 15 clusters Score -4.692934e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 130309 members 
Mstep: Class 3 contains 18947 members 
Mstep: Class 4 contains 312371 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 311555 members 
Mstep: Class 7 contains 23994 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41236 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 43584 members 
Mstep: Class 13 contains 159919 members 
Mstep: Class 17 contains 17220 members 
Entering Unmasked Estep 
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Iteration 109Q: 15 clusters Score -4.692943e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 131123 members 
Mstep: Class 3 contains 19004 members 
Mstep: Class 4 contains 312092 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 311090 members 
Mstep: Class 7 contains 23937 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41211 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 44019 members 
Mstep: Class 13 contains 159220 members 
Mstep: Class 17 contains 17182 members 
Entering Unmasked Estep 
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Iteration 110Q: 15 clusters Score -4.692978e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 131946 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 311716 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 310617 members 
Mstep: Class 7 contains 23886 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41181 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 44451 members 
Mstep: Class 13 contains 158630 members 
Mstep: Class 17 contains 17150 members 
Entering Unmasked Estep 
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Iteration 111Q: 15 clusters Score -4.692992e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 132704 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 311448 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 310144 members 
Mstep: Class 7 contains 23838 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41152 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 9215 members 
Mstep: Class 12 contains 44940 members 
Mstep: Class 13 contains 157943 members 
Mstep: Class 17 contains 17134 members 
Entering Unmasked Estep 
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Iteration 112Q: 15 clusters Score -4.693029e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 133374 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 311213 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 309693 members 
Mstep: Class 7 contains 23784 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41139 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 45439 members 
Mstep: Class 13 contains 157244 members 
Mstep: Class 17 contains 17122 members 
Entering Unmasked Estep 
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Iteration 113Q: 15 clusters Score -4.69304e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 134029 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 311012 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 309277 members 
Mstep: Class 7 contains 23736 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41118 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 45907 members 
Mstep: Class 13 contains 156522 members 
Mstep: Class 17 contains 17099 members 
Entering Unmasked Estep 
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Iteration 114Q: 15 clusters Score -4.693053e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 134651 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 310821 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 308825 members 
Mstep: Class 7 contains 23679 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 46382 members 
Mstep: Class 13 contains 155854 members 
Mstep: Class 17 contains 17063 members 
Entering Unmasked Estep 
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Iteration 115Q: 15 clusters Score -4.693074e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 135202 members 
Mstep: Class 3 contains 19283 members 
Mstep: Class 4 contains 310651 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 308376 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41084 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 46837 members 
Mstep: Class 13 contains 155251 members 
Mstep: Class 17 contains 17045 members 
Entering Unmasked Estep 
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Iteration 116Q: 15 clusters Score -4.693087e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 135635 members 
Mstep: Class 3 contains 19365 members 
Mstep: Class 4 contains 310511 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 307944 members 
Mstep: Class 7 contains 23526 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41077 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 9652 members 
Mstep: Class 12 contains 47228 members 
Mstep: Class 13 contains 154772 members 
Mstep: Class 17 contains 17022 members 
Entering Unmasked Estep 
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Iteration 117Q: 15 clusters Score -4.69311e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 136043 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 310391 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 307541 members 
Mstep: Class 7 contains 23440 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41061 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 47598 members 
Mstep: Class 13 contains 154289 members 
Mstep: Class 17 contains 17005 members 
Entering Unmasked Estep 
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Iteration 118Q: 15 clusters Score -4.693145e+07 nChanged 2769
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (42785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Entering Unmasked Estep 
Score: -1896150.000000 Penalty: 485.209412
	Iteration 0F: 2 clusters Score -1896150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -1867597.250000 Penalty: 970.418823
	Iteration 0F: 3 clusters Score -1867597 nChanged 20683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1879732 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1880121 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1880587 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -1881247.500000 Penalty: 970.418823
	Iteration 4Q: 3 clusters Score -1881248 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -1882233.125000 Penalty: 970.418823
	Iteration 5F: 3 clusters Score -1882233 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1883494.000000 Penalty: 970.418823
	Iteration 6F: 3 clusters Score -1883494 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -1884971.875000 Penalty: 970.418823
	Iteration 7F: 3 clusters Score -1884972 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1886482.500000 Penalty: 970.418823
	Iteration 8F: 3 clusters Score -1886482 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -1888061.500000 Penalty: 970.418823
	Iteration 9Q: 3 clusters Score -1888062 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1889326 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1890198 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -1890772.375000 Penalty: 970.418823
	Iteration 12Q: 3 clusters Score -1890772 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -1891260.250000 Penalty: 970.418823
	Iteration 13Q: 3 clusters Score -1891260 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -1891727.250000 Penalty: 970.418823
	Iteration 14Q: 3 clusters Score -1891727 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -1892237.625000 Penalty: 970.418823
	Iteration 15Q: 3 clusters Score -1892238 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1892848 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1893470 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1894020 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -1894487.375000 Penalty: 970.418823
	Iteration 19Q: 3 clusters Score -1894487 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -1894847.000000 Penalty: 970.418823
	Iteration 20F: 3 clusters Score -1894847 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -1895110.875000 Penalty: 970.418823
	Iteration 21Q: 3 clusters Score -1895111 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -1895280.500000 Penalty: 970.418823
	Iteration 22Q: 3 clusters Score -1895280 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -1895396.375000 Penalty: 970.418823
	Iteration 23Q: 3 clusters Score -1895396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -1895485.625000 Penalty: 970.418823
	Iteration 24Q: 3 clusters Score -1895486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -1895552.500000 Penalty: 970.418823
	Iteration 25Q: 3 clusters Score -1895552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -1895601.625000 Penalty: 970.418823
	Iteration 26Q: 3 clusters Score -1895602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -1895632.750000 Penalty: 970.418823
	Iteration 27Q: 3 clusters Score -1895633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -1895658.250000 Penalty: 970.418823
	Iteration 28Q: 3 clusters Score -1895658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -1895672.000000 Penalty: 970.418823
	Iteration 29Q: 3 clusters Score -1895672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -1895685.125000 Penalty: 970.418823
	Iteration 30Q: 3 clusters Score -1895685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -1895694.750000 Penalty: 970.418823
	Iteration 31Q: 3 clusters Score -1895695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -1895704.125000 Penalty: 970.418823
	Iteration 32Q: 3 clusters Score -1895704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -1895705.875000 Penalty: 970.418823
	Iteration 33Q: 3 clusters Score -1895706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -1895707.625000 Penalty: 970.418823
	Iteration 34Q: 3 clusters Score -1895708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -1895708.375000 Penalty: 970.418823
	Iteration 35Q: 3 clusters Score -1895708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -1895709.000000 Penalty: 970.418823
	Iteration 36Q: 3 clusters Score -1895709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -1895711.625000 Penalty: 970.418823
	Iteration 37Q: 3 clusters Score -1895712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -1895714.125000 Penalty: 970.418823
	Iteration 38Q: 3 clusters Score -1895714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -1895714.875000 Penalty: 970.418823
	Iteration 39Q: 3 clusters Score -1895715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -1895718.875000 Penalty: 970.418823
	Iteration 40F: 3 clusters Score -1895719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -1895721.625000 Penalty: 970.418823
	Iteration 41Q: 3 clusters Score -1895722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -1895722.125000 Penalty: 970.418823
	Iteration 42Q: 3 clusters Score -1895722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -1895722.125000 Penalty: 970.418823
	Iteration 43Q: 3 clusters Score -1895722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -1895722.125000 Penalty: 970.418823
	Iteration 44Q: 3 clusters Score -1895722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -1895722.125000 Penalty: 970.418823
	Iteration 45F: 3 clusters Score -1895722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Entering Unmasked Estep 
Score: -6024351.000000 Penalty: 537.975952
	Iteration 0F: 2 clusters Score -6024351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -5931865.500000 Penalty: 1075.951904
	Iteration 0F: 3 clusters Score -5931866 nChanged 66891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -5973015.000000 Penalty: 1075.951904
	Iteration 1F: 3 clusters Score -5973015 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -5974970.500000 Penalty: 1075.951904
	Iteration 2Q: 3 clusters Score -5974970 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -5977710.500000 Penalty: 1075.951904
	Iteration 3Q: 3 clusters Score -5977710 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -5981587.000000 Penalty: 1075.951904
	Iteration 4F: 3 clusters Score -5981587 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5986685.500000 Penalty: 1075.951904
	Iteration 5F: 3 clusters Score -5986686 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5992906.000000 Penalty: 1075.951904
	Iteration 6F: 3 clusters Score -5992906 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5999984.000000 Penalty: 1075.951904
	Iteration 7F: 3 clusters Score -5999984 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -6007935.500000 Penalty: 1075.951904
	Iteration 8F: 3 clusters Score -6007936 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6015452.500000 Penalty: 1075.951904
	Iteration 9F: 3 clusters Score -6015452 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131856 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6020443.000000 Penalty: 1075.951904
	Iteration 10Q: 3 clusters Score -6020443 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6022758.500000 Penalty: 1075.951904
	Iteration 11Q: 3 clusters Score -6022758 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6023583.500000 Penalty: 1075.951904
	Iteration 12Q: 3 clusters Score -6023584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6023885.500000 Penalty: 1075.951904
	Iteration 13Q: 3 clusters Score -6023886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6024015.500000 Penalty: 1075.951904
	Iteration 14Q: 3 clusters Score -6024016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136046 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6024140.000000 Penalty: 1075.951904
	Iteration 15Q: 3 clusters Score -6024140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136031 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6024289.500000 Penalty: 1075.951904
	Iteration 16Q: 3 clusters Score -6024290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6024373.500000 Penalty: 1075.951904
	Iteration 17Q: 3 clusters Score -6024374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6024419.500000 Penalty: 1075.951904
	Iteration 18Q: 3 clusters Score -6024420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6024444.500000 Penalty: 1075.951904
	Iteration 19Q: 3 clusters Score -6024444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6024446.500000 Penalty: 1075.951904
	Iteration 20F: 3 clusters Score -6024446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135864 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6024459.500000 Penalty: 1075.951904
	Iteration 21Q: 3 clusters Score -6024460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6024469.000000 Penalty: 1075.951904
	Iteration 22Q: 3 clusters Score -6024469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6024477.500000 Penalty: 1075.951904
	Iteration 23Q: 3 clusters Score -6024478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6024475.000000 Penalty: 1075.951904
	Iteration 24Q: 3 clusters Score -6024475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135788 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6024477.000000 Penalty: 1075.951904
	Iteration 25Q: 3 clusters Score -6024477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6024470.000000 Penalty: 1075.951904
	Iteration 26Q: 3 clusters Score -6024470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135764 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6024478.500000 Penalty: 1075.951904
	Iteration 27Q: 3 clusters Score -6024478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6024474.000000 Penalty: 1075.951904
	Iteration 28Q: 3 clusters Score -6024474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135747 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6024472.500000 Penalty: 1075.951904
	Iteration 29Q: 3 clusters Score -6024472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6024475.000000 Penalty: 1075.951904
	Iteration 30Q: 3 clusters Score -6024475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6024472.000000 Penalty: 1075.951904
	Iteration 31Q: 3 clusters Score -6024472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6024475.500000 Penalty: 1075.951904
	Iteration 32Q: 3 clusters Score -6024476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135724 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6024474.500000 Penalty: 1075.951904
	Iteration 33Q: 3 clusters Score -6024474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6024484.500000 Penalty: 1075.951904
	Iteration 34Q: 3 clusters Score -6024484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6024482.000000 Penalty: 1075.951904
	Iteration 35Q: 3 clusters Score -6024482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6024482.500000 Penalty: 1075.951904
	Iteration 36Q: 3 clusters Score -6024482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6024484.500000 Penalty: 1075.951904
	Iteration 37Q: 3 clusters Score -6024484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6024494.500000 Penalty: 1075.951904
	Iteration 38Q: 3 clusters Score -6024494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6024496.000000 Penalty: 1075.951904
	Iteration 39Q: 3 clusters Score -6024496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6024499.000000 Penalty: 1075.951904
	Iteration 40F: 3 clusters Score -6024499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6024495.500000 Penalty: 1075.951904
	Iteration 41Q: 3 clusters Score -6024496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6024494.500000 Penalty: 1075.951904
	Iteration 42Q: 3 clusters Score -6024494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6024495.500000 Penalty: 1075.951904
	Iteration 43Q: 3 clusters Score -6024496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6024492.500000 Penalty: 1075.951904
	Iteration 44Q: 3 clusters Score -6024492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6024494.000000 Penalty: 1075.951904
	Iteration 45Q: 3 clusters Score -6024494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6024500.000000 Penalty: 1075.951904
	Iteration 46Q: 3 clusters Score -6024500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6024498.000000 Penalty: 1075.951904
	Iteration 47Q: 3 clusters Score -6024498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6024497.500000 Penalty: 1075.951904
	Iteration 48Q: 3 clusters Score -6024498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6024499.500000 Penalty: 1075.951904
	Iteration 49Q: 3 clusters Score -6024500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6024498.000000 Penalty: 1075.951904
	Iteration 50Q: 3 clusters Score -6024498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6024497.000000 Penalty: 1075.951904
	Iteration 51Q: 3 clusters Score -6024497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6024497.000000 Penalty: 1075.951904
	Iteration 52F: 3 clusters Score -6024497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 135704 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 310332 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 307203 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 153681 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 17 contains 16987 members 
Entering Unmasked Estep 
Score: -46931208.000000 Penalty: 9503.934570
Splitting cluster 2 changes total score from -46931448.000000 to -46931208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Entering Unmasked Estep 
Score: -867719.062500 Penalty: 449.591858
	Iteration 0F: 2 clusters Score -867719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -854694.625000 Penalty: 899.183716
	Iteration 0F: 3 clusters Score -854694.6 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -860268.750000 Penalty: 899.183716
	Iteration 1F: 3 clusters Score -860268.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -860679.375000 Penalty: 899.183716
	Iteration 2F: 3 clusters Score -860679.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -861097.125000 Penalty: 899.183716
	Iteration 3F: 3 clusters Score -861097.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -861588.937500 Penalty: 899.183716
	Iteration 4F: 3 clusters Score -861588.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -862191.875000 Penalty: 899.183716
	Iteration 5F: 3 clusters Score -862191.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -862915.937500 Penalty: 899.183716
	Iteration 6F: 3 clusters Score -862915.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -863637.562500 Penalty: 899.183716
	Iteration 7Q: 3 clusters Score -863637.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -864129.312500 Penalty: 899.183716
	Iteration 8Q: 3 clusters Score -864129.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -864382.937500 Penalty: 899.183716
	Iteration 9Q: 3 clusters Score -864382.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -864514.000000 Penalty: 899.183716
	Iteration 10Q: 3 clusters Score -864514 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -864612.062500 Penalty: 899.183716
	Iteration 11Q: 3 clusters Score -864612.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -864714.062500 Penalty: 899.183716
	Iteration 12Q: 3 clusters Score -864714.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -864813.125000 Penalty: 899.183716
	Iteration 13Q: 3 clusters Score -864813.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -864932.000000 Penalty: 899.183716
	Iteration 14Q: 3 clusters Score -864932 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -865044.875000 Penalty: 899.183716
	Iteration 15Q: 3 clusters Score -865044.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -865185.750000 Penalty: 899.183716
	Iteration 16Q: 3 clusters Score -865185.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -865346.500000 Penalty: 899.183716
	Iteration 17Q: 3 clusters Score -865346.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -865521.875000 Penalty: 899.183716
	Iteration 18Q: 3 clusters Score -865521.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -865683.000000 Penalty: 899.183716
	Iteration 19Q: 3 clusters Score -865683 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -865866.562500 Penalty: 899.183716
	Iteration 20F: 3 clusters Score -865866.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -866057.625000 Penalty: 899.183716
	Iteration 21Q: 3 clusters Score -866057.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -866240.375000 Penalty: 899.183716
	Iteration 22Q: 3 clusters Score -866240.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -866413.500000 Penalty: 899.183716
	Iteration 23Q: 3 clusters Score -866413.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -866568.750000 Penalty: 899.183716
	Iteration 24Q: 3 clusters Score -866568.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -866732.250000 Penalty: 899.183716
	Iteration 25Q: 3 clusters Score -866732.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -866878.000000 Penalty: 899.183716
	Iteration 26Q: 3 clusters Score -866878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -866983.625000 Penalty: 899.183716
	Iteration 27Q: 3 clusters Score -866983.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -867061.687500 Penalty: 899.183716
	Iteration 28Q: 3 clusters Score -867061.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -867146.500000 Penalty: 899.183716
	Iteration 29Q: 3 clusters Score -867146.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -867209.625000 Penalty: 899.183716
	Iteration 30Q: 3 clusters Score -867209.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -867250.562500 Penalty: 899.183716
	Iteration 31Q: 3 clusters Score -867250.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -867286.500000 Penalty: 899.183716
	Iteration 32Q: 3 clusters Score -867286.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -867316.687500 Penalty: 899.183716
	Iteration 33Q: 3 clusters Score -867316.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -867339.625000 Penalty: 899.183716
	Iteration 34Q: 3 clusters Score -867339.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -867356.437500 Penalty: 899.183716
	Iteration 35Q: 3 clusters Score -867356.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -867366.437500 Penalty: 899.183716
	Iteration 36Q: 3 clusters Score -867366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -867371.437500 Penalty: 899.183716
	Iteration 37Q: 3 clusters Score -867371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -867372.500000 Penalty: 899.183716
	Iteration 38Q: 3 clusters Score -867372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -867374.437500 Penalty: 899.183716
	Iteration 39Q: 3 clusters Score -867374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -867376.625000 Penalty: 899.183716
	Iteration 40F: 3 clusters Score -867376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -867377.750000 Penalty: 899.183716
	Iteration 41Q: 3 clusters Score -867377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -867378.187500 Penalty: 899.183716
	Iteration 42Q: 3 clusters Score -867378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -867378.187500 Penalty: 899.183716
	Iteration 43F: 3 clusters Score -867378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (310332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310332 members 
Entering Unmasked Estep 
Score: -13762895.000000 Penalty: 575.365601
	Iteration 0F: 2 clusters Score -1.37629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -13558222.000000 Penalty: 1150.731201
	Iteration 0F: 3 clusters Score -1.355822e+07 nChanged 153277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158673 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -13649381.000000 Penalty: 1150.731201
	Iteration 1F: 3 clusters Score -1.364938e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162258 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -13650996.000000 Penalty: 1150.731201
	Iteration 2Q: 3 clusters Score -1.3651e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167804 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -13653624.000000 Penalty: 1150.731201
	Iteration 3Q: 3 clusters Score -1.365362e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176082 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -13657652.000000 Penalty: 1150.731201
	Iteration 4Q: 3 clusters Score -1.365765e+07 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -13663664.000000 Penalty: 1150.731201
	Iteration 5Q: 3 clusters Score -1.366366e+07 nChanged 18310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203271 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -13672500.000000 Penalty: 1150.731201
	Iteration 6F: 3 clusters Score -1.36725e+07 nChanged 21840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223541 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -13686145.000000 Penalty: 1150.731201
	Iteration 7F: 3 clusters Score -1.368614e+07 nChanged 24425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247310 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -13705827.000000 Penalty: 1150.731201
	Iteration 8F: 3 clusters Score -1.370583e+07 nChanged 24321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271415 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -13728393.000000 Penalty: 1150.731201
	Iteration 9F: 3 clusters Score -1.372839e+07 nChanged 19454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290841 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -13747044.000000 Penalty: 1150.731201
	Iteration 10F: 3 clusters Score -1.374704e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302478 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -13756848.000000 Penalty: 1150.731201
	Iteration 11Q: 3 clusters Score -1.375685e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307704 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -13760683.000000 Penalty: 1150.731201
	Iteration 12Q: 3 clusters Score -1.376068e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309468 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13761916.000000 Penalty: 1150.731201
	Iteration 13Q: 3 clusters Score -1.376192e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309973 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13762288.000000 Penalty: 1150.731201
	Iteration 14Q: 3 clusters Score -1.376229e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13762365.000000 Penalty: 1150.731201
	Iteration 15Q: 3 clusters Score -1.376236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13762419.000000 Penalty: 1150.731201
	Iteration 16Q: 3 clusters Score -1.376242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13762460.000000 Penalty: 1150.731201
	Iteration 17Q: 3 clusters Score -1.376246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13762488.000000 Penalty: 1150.731201
	Iteration 18Q: 3 clusters Score -1.376249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13762531.000000 Penalty: 1150.731201
	Iteration 19Q: 3 clusters Score -1.376253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310133 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13762596.000000 Penalty: 1150.731201
	Iteration 20F: 3 clusters Score -1.37626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13762628.000000 Penalty: 1150.731201
	Iteration 21Q: 3 clusters Score -1.376263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310093 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13762679.000000 Penalty: 1150.731201
	Iteration 22Q: 3 clusters Score -1.376268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310071 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13762742.000000 Penalty: 1150.731201
	Iteration 23Q: 3 clusters Score -1.376274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310050 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13762758.000000 Penalty: 1150.731201
	Iteration 24Q: 3 clusters Score -1.376276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310029 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13762773.000000 Penalty: 1150.731201
	Iteration 25Q: 3 clusters Score -1.376277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310019 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13762782.000000 Penalty: 1150.731201
	Iteration 26Q: 3 clusters Score -1.376278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310013 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13762780.000000 Penalty: 1150.731201
	Iteration 27Q: 3 clusters Score -1.376278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310009 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13762787.000000 Penalty: 1150.731201
	Iteration 28Q: 3 clusters Score -1.376279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310004 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13762798.000000 Penalty: 1150.731201
	Iteration 29Q: 3 clusters Score -1.37628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310002 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13762802.000000 Penalty: 1150.731201
	Iteration 30Q: 3 clusters Score -1.37628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13762811.000000 Penalty: 1150.731201
	Iteration 31Q: 3 clusters Score -1.376281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309998 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13762808.000000 Penalty: 1150.731201
	Iteration 32Q: 3 clusters Score -1.376281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309996 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13762813.000000 Penalty: 1150.731201
	Iteration 33Q: 3 clusters Score -1.376281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309997 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13762811.000000 Penalty: 1150.731201
	Iteration 34Q: 3 clusters Score -1.376281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309998 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13762815.000000 Penalty: 1150.731201
	Iteration 35Q: 3 clusters Score -1.376282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13762810.000000 Penalty: 1150.731201
	Iteration 36Q: 3 clusters Score -1.376281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13762810.000000 Penalty: 1150.731201
	Iteration 37Q: 3 clusters Score -1.376281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309998 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13762808.000000 Penalty: 1150.731201
	Iteration 38Q: 3 clusters Score -1.376281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309997 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13762799.000000 Penalty: 1150.731201
	Iteration 39Q: 3 clusters Score -1.37628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309995 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13762798.000000 Penalty: 1150.731201
	Iteration 40F: 3 clusters Score -1.37628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309995 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13762792.000000 Penalty: 1150.731201
	Iteration 41Q: 3 clusters Score -1.376279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309993 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13762800.000000 Penalty: 1150.731201
	Iteration 42Q: 3 clusters Score -1.37628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309991 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13762808.000000 Penalty: 1150.731201
	Iteration 43Q: 3 clusters Score -1.376281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309990 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -13762820.000000 Penalty: 1150.731201
	Iteration 44Q: 3 clusters Score -1.376282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309988 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13762818.000000 Penalty: 1150.731201
	Iteration 45Q: 3 clusters Score -1.376282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309985 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13762822.000000 Penalty: 1150.731201
	Iteration 46Q: 3 clusters Score -1.376282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309980 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13762822.000000 Penalty: 1150.731201
	Iteration 47Q: 3 clusters Score -1.376282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309980 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13762822.000000 Penalty: 1150.731201
	Iteration 48F: 3 clusters Score -1.376282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -51663.187500 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -51663.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -50597.519531 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -50597.52 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -51234.285156 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -51234.29 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51496.726562 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -51496.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -51634.324219 Penalty: 662.103699
	Iteration 3F: 3 clusters Score -51634.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -51719.015625 Penalty: 662.103699
	Iteration 4F: 3 clusters Score -51719.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51774.839844 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -51774.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51802.750000 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -51802.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51824.875000 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -51824.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51842.121094 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -51842.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51856.160156 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -51856.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51870.664062 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -51870.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51884.250000 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -51884.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51896.421875 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -51896.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51901.734375 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -51901.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51908.339844 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -51908.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51915.312500 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -51915.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51919.980469 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -51919.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51921.218750 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -51921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51921.218750 Penalty: 662.103699
	Iteration 18F: 3 clusters Score -51921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 136441 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 310332 members 
Mstep: Class 5 contains 1177 members 
Mstep: Class 6 contains 307203 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 153681 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 17 contains 16987 members 
Entering Unmasked Estep 
Score: -46931224.000000 Penalty: 9503.934570
Splitting cluster 5 changes total score from -46931448.000000 to -46931224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (307203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307203 members 
Entering Unmasked Estep 
Score: -13395018.000000 Penalty: 574.904541
	Iteration 0F: 2 clusters Score -1.339502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 153978 members 
Entering Unmasked Estep 
Score: -13185709.000000 Penalty: 1149.809082
	Iteration 0F: 3 clusters Score -1.318571e+07 nChanged 151481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 178917 members 
Entering Unmasked Estep 
Score: -13280786.000000 Penalty: 1149.809082
	Iteration 1F: 3 clusters Score -1.328079e+07 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 195312 members 
Entering Unmasked Estep 
Score: -13289407.000000 Penalty: 1149.809082
	Iteration 2F: 3 clusters Score -1.328941e+07 nChanged 24359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 219075 members 
Entering Unmasked Estep 
Score: -13306140.000000 Penalty: 1149.809082
	Iteration 3F: 3 clusters Score -1.330614e+07 nChanged 29694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 248465 members 
Entering Unmasked Estep 
Score: -13332874.000000 Penalty: 1149.809082
	Iteration 4F: 3 clusters Score -1.333287e+07 nChanged 28406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 276785 members 
Entering Unmasked Estep 
Score: -13362915.000000 Penalty: 1149.809082
	Iteration 5F: 3 clusters Score -1.336292e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 295618 members 
Entering Unmasked Estep 
Score: -13383774.000000 Penalty: 1149.809082
	Iteration 6F: 3 clusters Score -1.338377e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 303875 members 
Entering Unmasked Estep 
Score: -13391955.000000 Penalty: 1149.809082
	Iteration 7Q: 3 clusters Score -1.339196e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 306231 members 
Entering Unmasked Estep 
Score: -13393943.000000 Penalty: 1149.809082
	Iteration 8Q: 3 clusters Score -1.339394e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 306795 members 
Entering Unmasked Estep 
Score: -13394352.000000 Penalty: 1149.809082
	Iteration 9Q: 3 clusters Score -1.339435e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 306948 members 
Entering Unmasked Estep 
Score: -13394506.000000 Penalty: 1149.809082
	Iteration 10Q: 3 clusters Score -1.339451e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 306988 members 
Entering Unmasked Estep 
Score: -13394552.000000 Penalty: 1149.809082
	Iteration 11Q: 3 clusters Score -1.339455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306992 members 
Entering Unmasked Estep 
Score: -13394580.000000 Penalty: 1149.809082
	Iteration 12Q: 3 clusters Score -1.339458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 307006 members 
Entering Unmasked Estep 
Score: -13394598.000000 Penalty: 1149.809082
	Iteration 13Q: 3 clusters Score -1.33946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 307006 members 
Entering Unmasked Estep 
Score: -13394644.000000 Penalty: 1149.809082
	Iteration 14Q: 3 clusters Score -1.339464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 307001 members 
Entering Unmasked Estep 
Score: -13394638.000000 Penalty: 1149.809082
	Iteration 15Q: 3 clusters Score -1.339464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 307002 members 
Entering Unmasked Estep 
Score: -13394634.000000 Penalty: 1149.809082
	Iteration 16Q: 3 clusters Score -1.339463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 307001 members 
Entering Unmasked Estep 
Score: -13394632.000000 Penalty: 1149.809082
	Iteration 17Q: 3 clusters Score -1.339463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306998 members 
Entering Unmasked Estep 
Score: -13394642.000000 Penalty: 1149.809082
	Iteration 18Q: 3 clusters Score -1.339464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306998 members 
Entering Unmasked Estep 
Score: -13394632.000000 Penalty: 1149.809082
	Iteration 19Q: 3 clusters Score -1.339463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 306997 members 
Entering Unmasked Estep 
Score: -13394630.000000 Penalty: 1149.809082
	Iteration 20F: 3 clusters Score -1.339463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 306996 members 
Entering Unmasked Estep 
Score: -13394628.000000 Penalty: 1149.809082
	Iteration 21Q: 3 clusters Score -1.339463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 306996 members 
Entering Unmasked Estep 
Score: -13394628.000000 Penalty: 1149.809082
	Iteration 22F: 3 clusters Score -1.339463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Entering Unmasked Estep 
Score: -1007466.250000 Penalty: 457.684235
	Iteration 0F: 2 clusters Score -1007466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -991857.312500 Penalty: 915.368469
	Iteration 0F: 3 clusters Score -991857.3 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -998127.312500 Penalty: 915.368469
	Iteration 1F: 3 clusters Score -998127.3 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -998513.062500 Penalty: 915.368469
	Iteration 2Q: 3 clusters Score -998513.1 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -999062.125000 Penalty: 915.368469
	Iteration 3F: 3 clusters Score -999062.1 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -999945.750000 Penalty: 915.368469
	Iteration 4F: 3 clusters Score -999945.8 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1001394.437500 Penalty: 915.368469
	Iteration 5F: 3 clusters Score -1001394 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1003351.875000 Penalty: 915.368469
	Iteration 6F: 3 clusters Score -1003352 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1005256.500000 Penalty: 915.368469
	Iteration 7F: 3 clusters Score -1005256 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1006425.812500 Penalty: 915.368469
	Iteration 8Q: 3 clusters Score -1006426 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1006846.250000 Penalty: 915.368469
	Iteration 9Q: 3 clusters Score -1006846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1006985.937500 Penalty: 915.368469
	Iteration 10Q: 3 clusters Score -1006986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1007035.562500 Penalty: 915.368469
	Iteration 11Q: 3 clusters Score -1007036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1007050.500000 Penalty: 915.368469
	Iteration 12Q: 3 clusters Score -1007050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1007052.312500 Penalty: 915.368469
	Iteration 13Q: 3 clusters Score -1007052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1007052.312500 Penalty: 915.368469
	Iteration 14F: 3 clusters Score -1007052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -5754.571289 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -5754.571 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 102 members 
Entering Unmasked Estep 
Score: -5488.767578 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -5488.768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5692.948730 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -5692.949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5731.020020 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -5731.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5741.133301 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -5741.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5742.647461 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -5742.647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5743.187012 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -5743.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5743.187012 Penalty: 481.690735
	Iteration 6F: 3 clusters Score -5743.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Entering Unmasked Estep 
Score: -1661730.750000 Penalty: 483.329193
	Iteration 0F: 2 clusters Score -1661731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1634055.625000 Penalty: 966.658386
	Iteration 0F: 3 clusters Score -1634056 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1646565.250000 Penalty: 966.658386
	Iteration 1F: 3 clusters Score -1646565 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1647558.500000 Penalty: 966.658386
	Iteration 2F: 3 clusters Score -1647558 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1648780.125000 Penalty: 966.658386
	Iteration 3F: 3 clusters Score -1648780 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1650205.500000 Penalty: 966.658386
	Iteration 4F: 3 clusters Score -1650206 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1651606.750000 Penalty: 966.658386
	Iteration 5F: 3 clusters Score -1651607 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1652884.750000 Penalty: 966.658386
	Iteration 6F: 3 clusters Score -1652885 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1653977.875000 Penalty: 966.658386
	Iteration 7Q: 3 clusters Score -1653978 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1654954.500000 Penalty: 966.658386
	Iteration 8Q: 3 clusters Score -1654954 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1655718.250000 Penalty: 966.658386
	Iteration 9Q: 3 clusters Score -1655718 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1656256.875000 Penalty: 966.658386
	Iteration 10Q: 3 clusters Score -1656257 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1656584.750000 Penalty: 966.658386
	Iteration 11Q: 3 clusters Score -1656585 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1656828.875000 Penalty: 966.658386
	Iteration 12Q: 3 clusters Score -1656829 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1657015.625000 Penalty: 966.658386
	Iteration 13Q: 3 clusters Score -1657016 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1657159.625000 Penalty: 966.658386
	Iteration 14Q: 3 clusters Score -1657160 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1657297.375000 Penalty: 966.658386
	Iteration 15Q: 3 clusters Score -1657297 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1657437.875000 Penalty: 966.658386
	Iteration 16Q: 3 clusters Score -1657438 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1657559.875000 Penalty: 966.658386
	Iteration 17Q: 3 clusters Score -1657560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1657700.875000 Penalty: 966.658386
	Iteration 18Q: 3 clusters Score -1657701 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1657851.625000 Penalty: 966.658386
	Iteration 19Q: 3 clusters Score -1657852 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1658025.375000 Penalty: 966.658386
	Iteration 20F: 3 clusters Score -1658025 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1658229.625000 Penalty: 966.658386
	Iteration 21Q: 3 clusters Score -1658230 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1658473.625000 Penalty: 966.658386
	Iteration 22Q: 3 clusters Score -1658474 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1658751.000000 Penalty: 966.658386
	Iteration 23Q: 3 clusters Score -1658751 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1659051.750000 Penalty: 966.658386
	Iteration 24Q: 3 clusters Score -1659052 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1659399.500000 Penalty: 966.658386
	Iteration 25Q: 3 clusters Score -1659400 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1659735.125000 Penalty: 966.658386
	Iteration 26Q: 3 clusters Score -1659735 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1660030.125000 Penalty: 966.658386
	Iteration 27Q: 3 clusters Score -1660030 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1660318.875000 Penalty: 966.658386
	Iteration 28Q: 3 clusters Score -1660319 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1660601.000000 Penalty: 966.658386
	Iteration 29Q: 3 clusters Score -1660601 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1660841.375000 Penalty: 966.658386
	Iteration 30Q: 3 clusters Score -1660841 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1661009.875000 Penalty: 966.658386
	Iteration 31Q: 3 clusters Score -1661010 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1661141.125000 Penalty: 966.658386
	Iteration 32Q: 3 clusters Score -1661141 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1661225.250000 Penalty: 966.658386
	Iteration 33Q: 3 clusters Score -1661225 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1661298.000000 Penalty: 966.658386
	Iteration 34Q: 3 clusters Score -1661298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1661360.125000 Penalty: 966.658386
	Iteration 35Q: 3 clusters Score -1661360 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1661419.125000 Penalty: 966.658386
	Iteration 36Q: 3 clusters Score -1661419 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1661453.500000 Penalty: 966.658386
	Iteration 37Q: 3 clusters Score -1661454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1661490.500000 Penalty: 966.658386
	Iteration 38Q: 3 clusters Score -1661490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1661511.500000 Penalty: 966.658386
	Iteration 39Q: 3 clusters Score -1661512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1661531.750000 Penalty: 966.658386
	Iteration 40F: 3 clusters Score -1661532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1661549.375000 Penalty: 966.658386
	Iteration 41Q: 3 clusters Score -1661549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1661563.125000 Penalty: 966.658386
	Iteration 42Q: 3 clusters Score -1661563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1661566.500000 Penalty: 966.658386
	Iteration 43Q: 3 clusters Score -1661566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1661578.000000 Penalty: 966.658386
	Iteration 44Q: 3 clusters Score -1661578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1661586.500000 Penalty: 966.658386
	Iteration 45Q: 3 clusters Score -1661586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1661589.125000 Penalty: 966.658386
	Iteration 46Q: 3 clusters Score -1661589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1661596.625000 Penalty: 966.658386
	Iteration 47Q: 3 clusters Score -1661597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1661605.375000 Penalty: 966.658386
	Iteration 48Q: 3 clusters Score -1661605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1661610.375000 Penalty: 966.658386
	Iteration 49Q: 3 clusters Score -1661610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1661612.875000 Penalty: 966.658386
	Iteration 50Q: 3 clusters Score -1661613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1661618.375000 Penalty: 966.658386
	Iteration 51Q: 3 clusters Score -1661618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1661621.000000 Penalty: 966.658386
	Iteration 52Q: 3 clusters Score -1661621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1661625.500000 Penalty: 966.658386
	Iteration 53Q: 3 clusters Score -1661626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1661624.750000 Penalty: 966.658386
	Iteration 54Q: 3 clusters Score -1661625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1661628.625000 Penalty: 966.658386
	Iteration 55Q: 3 clusters Score -1661629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1661628.625000 Penalty: 966.658386
	Iteration 56Q: 3 clusters Score -1661629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1661626.125000 Penalty: 966.658386
	Iteration 57Q: 3 clusters Score -1661626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1661628.250000 Penalty: 966.658386
	Iteration 58Q: 3 clusters Score -1661628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1661628.375000 Penalty: 966.658386
	Iteration 59Q: 3 clusters Score -1661628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1661627.250000 Penalty: 966.658386
	Iteration 60F: 3 clusters Score -1661627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1661627.750000 Penalty: 966.658386
	Iteration 61Q: 3 clusters Score -1661628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1661627.750000 Penalty: 966.658386
	Iteration 62Q: 3 clusters Score -1661628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1661626.875000 Penalty: 966.658386
	Iteration 63Q: 3 clusters Score -1661627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1661625.875000 Penalty: 966.658386
	Iteration 64Q: 3 clusters Score -1661626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1661626.250000 Penalty: 966.658386
	Iteration 65Q: 3 clusters Score -1661626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1661626.625000 Penalty: 966.658386
	Iteration 66Q: 3 clusters Score -1661627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1661624.750000 Penalty: 966.658386
	Iteration 67Q: 3 clusters Score -1661625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1661625.250000 Penalty: 966.658386
	Iteration 68Q: 3 clusters Score -1661625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1661627.000000 Penalty: 966.658386
	Iteration 69Q: 3 clusters Score -1661627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1661628.125000 Penalty: 966.658386
	Iteration 70Q: 3 clusters Score -1661628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1661626.500000 Penalty: 966.658386
	Iteration 71Q: 3 clusters Score -1661626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1661626.750000 Penalty: 966.658386
	Iteration 72Q: 3 clusters Score -1661627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1661626.250000 Penalty: 966.658386
	Iteration 73Q: 3 clusters Score -1661626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1661626.750000 Penalty: 966.658386
	Iteration 74Q: 3 clusters Score -1661627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1661629.625000 Penalty: 966.658386
	Iteration 75Q: 3 clusters Score -1661630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1661628.625000 Penalty: 966.658386
	Iteration 76Q: 3 clusters Score -1661629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1661628.250000 Penalty: 966.658386
	Iteration 77Q: 3 clusters Score -1661628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1661627.500000 Penalty: 966.658386
	Iteration 78Q: 3 clusters Score -1661628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1661628.875000 Penalty: 966.658386
	Iteration 79Q: 3 clusters Score -1661629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1661629.000000 Penalty: 966.658386
	Iteration 80F: 3 clusters Score -1661629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -218741.093750 Penalty: 387.605042
	Iteration 0F: 2 clusters Score -218741.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -215267.406250 Penalty: 775.210083
	Iteration 0F: 3 clusters Score -215267.4 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -216608.703125 Penalty: 775.210083
	Iteration 1F: 3 clusters Score -216608.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -216786.625000 Penalty: 775.210083
	Iteration 2F: 3 clusters Score -216786.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -217053.734375 Penalty: 775.210083
	Iteration 3F: 3 clusters Score -217053.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -217379.703125 Penalty: 775.210083
	Iteration 4F: 3 clusters Score -217379.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -217666.812500 Penalty: 775.210083
	Iteration 5F: 3 clusters Score -217666.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217873.328125 Penalty: 775.210083
	Iteration 6F: 3 clusters Score -217873.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217997.109375 Penalty: 775.210083
	Iteration 7Q: 3 clusters Score -217997.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -218083.828125 Penalty: 775.210083
	Iteration 8Q: 3 clusters Score -218083.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -218151.937500 Penalty: 775.210083
	Iteration 9Q: 3 clusters Score -218151.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -218191.250000 Penalty: 775.210083
	Iteration 10Q: 3 clusters Score -218191.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -218227.640625 Penalty: 775.210083
	Iteration 11Q: 3 clusters Score -218227.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -218256.359375 Penalty: 775.210083
	Iteration 12Q: 3 clusters Score -218256.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -218280.703125 Penalty: 775.210083
	Iteration 13Q: 3 clusters Score -218280.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -218302.234375 Penalty: 775.210083
	Iteration 14Q: 3 clusters Score -218302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -218322.328125 Penalty: 775.210083
	Iteration 15Q: 3 clusters Score -218322.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -218337.843750 Penalty: 775.210083
	Iteration 16Q: 3 clusters Score -218337.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -218353.875000 Penalty: 775.210083
	Iteration 17Q: 3 clusters Score -218353.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -218368.531250 Penalty: 775.210083
	Iteration 18Q: 3 clusters Score -218368.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -218377.250000 Penalty: 775.210083
	Iteration 19Q: 3 clusters Score -218377.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -218384.531250 Penalty: 775.210083
	Iteration 20F: 3 clusters Score -218384.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -218391.000000 Penalty: 775.210083
	Iteration 21Q: 3 clusters Score -218391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -218393.828125 Penalty: 775.210083
	Iteration 22Q: 3 clusters Score -218393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -218396.000000 Penalty: 775.210083
	Iteration 23Q: 3 clusters Score -218396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -218398.890625 Penalty: 775.210083
	Iteration 24Q: 3 clusters Score -218398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -218401.343750 Penalty: 775.210083
	Iteration 25Q: 3 clusters Score -218401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -218403.671875 Penalty: 775.210083
	Iteration 26Q: 3 clusters Score -218403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -218405.093750 Penalty: 775.210083
	Iteration 27Q: 3 clusters Score -218405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -218406.203125 Penalty: 775.210083
	Iteration 28Q: 3 clusters Score -218406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -218408.468750 Penalty: 775.210083
	Iteration 29Q: 3 clusters Score -218408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -218408.468750 Penalty: 775.210083
	Iteration 30F: 3 clusters Score -218408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -419644.843750 Penalty: 418.535004
	Iteration 0F: 2 clusters Score -419644.8 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 4922 members 
Entering Unmasked Estep 
Score: -413064.343750 Penalty: 837.070007
	Iteration 0F: 3 clusters Score -413064.3 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -416564.968750 Penalty: 837.070007
	Iteration 1F: 3 clusters Score -416565 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -417799.718750 Penalty: 837.070007
	Iteration 2F: 3 clusters Score -417799.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -418992.562500 Penalty: 837.070007
	Iteration 3F: 3 clusters Score -418992.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -419736.281250 Penalty: 837.070007
	Iteration 4F: 3 clusters Score -419736.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -420100.312500 Penalty: 837.070007
	Iteration 5F: 3 clusters Score -420100.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -420306.000000 Penalty: 837.070007
	Iteration 6Q: 3 clusters Score -420306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -420402.875000 Penalty: 837.070007
	Iteration 7Q: 3 clusters Score -420402.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -420449.750000 Penalty: 837.070007
	Iteration 8Q: 3 clusters Score -420449.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -420477.250000 Penalty: 837.070007
	Iteration 9Q: 3 clusters Score -420477.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -420490.687500 Penalty: 837.070007
	Iteration 10Q: 3 clusters Score -420490.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -420497.281250 Penalty: 837.070007
	Iteration 11Q: 3 clusters Score -420497.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -420503.312500 Penalty: 837.070007
	Iteration 12Q: 3 clusters Score -420503.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -420510.187500 Penalty: 837.070007
	Iteration 13Q: 3 clusters Score -420510.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -420514.500000 Penalty: 837.070007
	Iteration 14Q: 3 clusters Score -420514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -420516.500000 Penalty: 837.070007
	Iteration 15Q: 3 clusters Score -420516.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -420517.437500 Penalty: 837.070007
	Iteration 16Q: 3 clusters Score -420517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -420519.062500 Penalty: 837.070007
	Iteration 17Q: 3 clusters Score -420519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -420519.718750 Penalty: 837.070007
	Iteration 18Q: 3 clusters Score -420519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -420521.000000 Penalty: 837.070007
	Iteration 19Q: 3 clusters Score -420521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -420520.687500 Penalty: 837.070007
	Iteration 20F: 3 clusters Score -420520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -420520.781250 Penalty: 837.070007
	Iteration 21Q: 3 clusters Score -420520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -420521.781250 Penalty: 837.070007
	Iteration 22Q: 3 clusters Score -420521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -420521.156250 Penalty: 837.070007
	Iteration 23Q: 3 clusters Score -420521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -420521.718750 Penalty: 837.070007
	Iteration 24Q: 3 clusters Score -420521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -420520.968750 Penalty: 837.070007
	Iteration 25Q: 3 clusters Score -420521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -420522.250000 Penalty: 837.070007
	Iteration 26Q: 3 clusters Score -420522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -420522.843750 Penalty: 837.070007
	Iteration 27Q: 3 clusters Score -420522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -420522.000000 Penalty: 837.070007
	Iteration 28Q: 3 clusters Score -420522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -420521.718750 Penalty: 837.070007
	Iteration 29Q: 3 clusters Score -420521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -420521.718750 Penalty: 837.070007
	Iteration 30F: 3 clusters Score -420521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 136441 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 310332 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 307203 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 153681 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 17 contains 16987 members 
Entering Unmasked Estep 
Score: -46931936.000000 Penalty: 9503.934570
Splitting cluster 11 changes total score from -46931448.000000 to -46931936.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (47940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Entering Unmasked Estep 
Score: -2079138.375000 Penalty: 490.385590
	Iteration 0F: 2 clusters Score -2079138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2046921.375000 Penalty: 980.771179
	Iteration 0F: 3 clusters Score -2046921 nChanged 23177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -2060620.000000 Penalty: 980.771179
	Iteration 1F: 3 clusters Score -2060620 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -2061058.375000 Penalty: 980.771179
	Iteration 2Q: 3 clusters Score -2061058 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2061718.750000 Penalty: 980.771179
	Iteration 3Q: 3 clusters Score -2061719 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -2062831.000000 Penalty: 980.771179
	Iteration 4F: 3 clusters Score -2062831 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -2064759.625000 Penalty: 980.771179
	Iteration 5F: 3 clusters Score -2064760 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -2067963.250000 Penalty: 980.771179
	Iteration 6F: 3 clusters Score -2067963 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -2072138.000000 Penalty: 980.771179
	Iteration 7F: 3 clusters Score -2072138 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -2075924.125000 Penalty: 980.771179
	Iteration 8F: 3 clusters Score -2075924 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -2077821.000000 Penalty: 980.771179
	Iteration 9Q: 3 clusters Score -2077821 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -2078432.000000 Penalty: 980.771179
	Iteration 10Q: 3 clusters Score -2078432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -2078609.125000 Penalty: 980.771179
	Iteration 11Q: 3 clusters Score -2078609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -2078680.000000 Penalty: 980.771179
	Iteration 12Q: 3 clusters Score -2078680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -2078709.000000 Penalty: 980.771179
	Iteration 13Q: 3 clusters Score -2078709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -2078734.250000 Penalty: 980.771179
	Iteration 14Q: 3 clusters Score -2078734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -2078743.625000 Penalty: 980.771179
	Iteration 15Q: 3 clusters Score -2078744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -2078754.125000 Penalty: 980.771179
	Iteration 16Q: 3 clusters Score -2078754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -2078757.250000 Penalty: 980.771179
	Iteration 17Q: 3 clusters Score -2078757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -2078765.000000 Penalty: 980.771179
	Iteration 18Q: 3 clusters Score -2078765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -2078771.125000 Penalty: 980.771179
	Iteration 19Q: 3 clusters Score -2078771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -2078772.625000 Penalty: 980.771179
	Iteration 20F: 3 clusters Score -2078773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2078772.875000 Penalty: 980.771179
	Iteration 21Q: 3 clusters Score -2078773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2078772.875000 Penalty: 980.771179
	Iteration 22F: 3 clusters Score -2078773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Entering Unmasked Estep 
Score: -6962939.000000 Penalty: 543.389893
	Iteration 0F: 2 clusters Score -6962939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -6858940.500000 Penalty: 1086.779785
	Iteration 0F: 3 clusters Score -6858940 nChanged 75343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -6904128.000000 Penalty: 1086.779785
	Iteration 1F: 3 clusters Score -6904128 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -6905892.500000 Penalty: 1086.779785
	Iteration 2Q: 3 clusters Score -6905892 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -6908446.500000 Penalty: 1086.779785
	Iteration 3Q: 3 clusters Score -6908446 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -6912054.500000 Penalty: 1086.779785
	Iteration 4Q: 3 clusters Score -6912054 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -6917263.000000 Penalty: 1086.779785
	Iteration 5F: 3 clusters Score -6917263 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -6924498.000000 Penalty: 1086.779785
	Iteration 6F: 3 clusters Score -6924498 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -6931453.500000 Penalty: 1086.779785
	Iteration 7F: 3 clusters Score -6931454 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -6934978.500000 Penalty: 1086.779785
	Iteration 8Q: 3 clusters Score -6934978 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -6936079.500000 Penalty: 1086.779785
	Iteration 9Q: 3 clusters Score -6936080 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -6936684.000000 Penalty: 1086.779785
	Iteration 10Q: 3 clusters Score -6936684 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -6937314.000000 Penalty: 1086.779785
	Iteration 11Q: 3 clusters Score -6937314 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -6937926.500000 Penalty: 1086.779785
	Iteration 12Q: 3 clusters Score -6937926 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -6938605.500000 Penalty: 1086.779785
	Iteration 13Q: 3 clusters Score -6938606 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -6939387.500000 Penalty: 1086.779785
	Iteration 14Q: 3 clusters Score -6939388 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -6940395.500000 Penalty: 1086.779785
	Iteration 15Q: 3 clusters Score -6940396 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -6941565.500000 Penalty: 1086.779785
	Iteration 16Q: 3 clusters Score -6941566 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -6942837.000000 Penalty: 1086.779785
	Iteration 17Q: 3 clusters Score -6942837 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -6944394.000000 Penalty: 1086.779785
	Iteration 18Q: 3 clusters Score -6944394 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -6946104.000000 Penalty: 1086.779785
	Iteration 19Q: 3 clusters Score -6946104 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -6947851.500000 Penalty: 1086.779785
	Iteration 20F: 3 clusters Score -6947852 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -6949721.500000 Penalty: 1086.779785
	Iteration 21Q: 3 clusters Score -6949722 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -6951583.500000 Penalty: 1086.779785
	Iteration 22Q: 3 clusters Score -6951584 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -6953447.500000 Penalty: 1086.779785
	Iteration 23Q: 3 clusters Score -6953448 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -6955283.500000 Penalty: 1086.779785
	Iteration 24Q: 3 clusters Score -6955284 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -6956911.500000 Penalty: 1086.779785
	Iteration 25Q: 3 clusters Score -6956912 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -6958376.000000 Penalty: 1086.779785
	Iteration 26Q: 3 clusters Score -6958376 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -6959521.000000 Penalty: 1086.779785
	Iteration 27Q: 3 clusters Score -6959521 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 149873 members 
Entering Unmasked Estep 
Score: -6960342.000000 Penalty: 1086.779785
	Iteration 28Q: 3 clusters Score -6960342 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -6960999.500000 Penalty: 1086.779785
	Iteration 29Q: 3 clusters Score -6961000 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -6961410.000000 Penalty: 1086.779785
	Iteration 30Q: 3 clusters Score -6961410 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -6961769.500000 Penalty: 1086.779785
	Iteration 31Q: 3 clusters Score -6961770 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 152675 members 
Entering Unmasked Estep 
Score: -6962029.000000 Penalty: 1086.779785
	Iteration 32Q: 3 clusters Score -6962029 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -6962185.500000 Penalty: 1086.779785
	Iteration 33Q: 3 clusters Score -6962186 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 153152 members 
Entering Unmasked Estep 
Score: -6962297.000000 Penalty: 1086.779785
	Iteration 34Q: 3 clusters Score -6962297 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -6962338.500000 Penalty: 1086.779785
	Iteration 35Q: 3 clusters Score -6962338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -6962398.000000 Penalty: 1086.779785
	Iteration 36Q: 3 clusters Score -6962398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -6962420.000000 Penalty: 1086.779785
	Iteration 37Q: 3 clusters Score -6962420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -6962437.000000 Penalty: 1086.779785
	Iteration 38Q: 3 clusters Score -6962437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -6962444.000000 Penalty: 1086.779785
	Iteration 39Q: 3 clusters Score -6962444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -6962450.500000 Penalty: 1086.779785
	Iteration 40F: 3 clusters Score -6962450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -6962453.500000 Penalty: 1086.779785
	Iteration 41Q: 3 clusters Score -6962454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -6962458.500000 Penalty: 1086.779785
	Iteration 42Q: 3 clusters Score -6962458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -6962459.000000 Penalty: 1086.779785
	Iteration 43Q: 3 clusters Score -6962459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -6962471.000000 Penalty: 1086.779785
	Iteration 44Q: 3 clusters Score -6962471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -6962487.000000 Penalty: 1086.779785
	Iteration 45Q: 3 clusters Score -6962487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -6962487.000000 Penalty: 1086.779785
	Iteration 46Q: 3 clusters Score -6962487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -6962488.000000 Penalty: 1086.779785
	Iteration 47Q: 3 clusters Score -6962488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -6962495.500000 Penalty: 1086.779785
	Iteration 48Q: 3 clusters Score -6962496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -6962491.000000 Penalty: 1086.779785
	Iteration 49Q: 3 clusters Score -6962491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -6962490.000000 Penalty: 1086.779785
	Iteration 50Q: 3 clusters Score -6962490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -6962491.500000 Penalty: 1086.779785
	Iteration 51Q: 3 clusters Score -6962492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -6962492.500000 Penalty: 1086.779785
	Iteration 52Q: 3 clusters Score -6962492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -6962501.500000 Penalty: 1086.779785
	Iteration 53Q: 3 clusters Score -6962502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -6962497.500000 Penalty: 1086.779785
	Iteration 54Q: 3 clusters Score -6962498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -6962497.000000 Penalty: 1086.779785
	Iteration 55Q: 3 clusters Score -6962497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -6962497.000000 Penalty: 1086.779785
	Iteration 56Q: 3 clusters Score -6962497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -6962496.000000 Penalty: 1086.779785
	Iteration 57Q: 3 clusters Score -6962496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -6962496.000000 Penalty: 1086.779785
	Iteration 58F: 3 clusters Score -6962496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Entering Unmasked Estep 
Score: -725703.000000 Penalty: 443.179260
	Iteration 0F: 2 clusters Score -725703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -714371.187500 Penalty: 886.358521
	Iteration 0F: 3 clusters Score -714371.2 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -719244.625000 Penalty: 886.358521
	Iteration 1F: 3 clusters Score -719244.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -719759.437500 Penalty: 886.358521
	Iteration 2F: 3 clusters Score -719759.4 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -720474.375000 Penalty: 886.358521
	Iteration 3F: 3 clusters Score -720474.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -721488.125000 Penalty: 886.358521
	Iteration 4F: 3 clusters Score -721488.1 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -722597.625000 Penalty: 886.358521
	Iteration 5F: 3 clusters Score -722597.6 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -723571.312500 Penalty: 886.358521
	Iteration 6F: 3 clusters Score -723571.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -724211.500000 Penalty: 886.358521
	Iteration 7Q: 3 clusters Score -724211.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -724524.937500 Penalty: 886.358521
	Iteration 8Q: 3 clusters Score -724524.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -724669.500000 Penalty: 886.358521
	Iteration 9Q: 3 clusters Score -724669.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -724748.062500 Penalty: 886.358521
	Iteration 10Q: 3 clusters Score -724748.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -724802.000000 Penalty: 886.358521
	Iteration 11Q: 3 clusters Score -724802 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -724843.062500 Penalty: 886.358521
	Iteration 12Q: 3 clusters Score -724843.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -724878.187500 Penalty: 886.358521
	Iteration 13Q: 3 clusters Score -724878.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -724897.500000 Penalty: 886.358521
	Iteration 14Q: 3 clusters Score -724897.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -724923.812500 Penalty: 886.358521
	Iteration 15Q: 3 clusters Score -724923.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -724949.375000 Penalty: 886.358521
	Iteration 16Q: 3 clusters Score -724949.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -724975.500000 Penalty: 886.358521
	Iteration 17Q: 3 clusters Score -724975.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -725009.437500 Penalty: 886.358521
	Iteration 18Q: 3 clusters Score -725009.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -725041.625000 Penalty: 886.358521
	Iteration 19Q: 3 clusters Score -725041.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -725079.312500 Penalty: 886.358521
	Iteration 20F: 3 clusters Score -725079.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -725122.437500 Penalty: 886.358521
	Iteration 21Q: 3 clusters Score -725122.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -725184.875000 Penalty: 886.358521
	Iteration 22Q: 3 clusters Score -725184.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -725241.250000 Penalty: 886.358521
	Iteration 23Q: 3 clusters Score -725241.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -725300.437500 Penalty: 886.358521
	Iteration 24Q: 3 clusters Score -725300.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -725357.875000 Penalty: 886.358521
	Iteration 25Q: 3 clusters Score -725357.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -725420.875000 Penalty: 886.358521
	Iteration 26Q: 3 clusters Score -725420.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -725471.937500 Penalty: 886.358521
	Iteration 27Q: 3 clusters Score -725471.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -725517.937500 Penalty: 886.358521
	Iteration 28Q: 3 clusters Score -725517.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -725543.562500 Penalty: 886.358521
	Iteration 29Q: 3 clusters Score -725543.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -725555.187500 Penalty: 886.358521
	Iteration 30Q: 3 clusters Score -725555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -725562.562500 Penalty: 886.358521
	Iteration 31Q: 3 clusters Score -725562.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -725567.375000 Penalty: 886.358521
	Iteration 32Q: 3 clusters Score -725567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -725570.750000 Penalty: 886.358521
	Iteration 33Q: 3 clusters Score -725570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -725572.000000 Penalty: 886.358521
	Iteration 34Q: 3 clusters Score -725572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -725576.187500 Penalty: 886.358521
	Iteration 35Q: 3 clusters Score -725576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -725576.312500 Penalty: 886.358521
	Iteration 36Q: 3 clusters Score -725576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -725577.250000 Penalty: 886.358521
	Iteration 37Q: 3 clusters Score -725577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -725579.312500 Penalty: 886.358521
	Iteration 38Q: 3 clusters Score -725579.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -725579.750000 Penalty: 886.358521
	Iteration 39Q: 3 clusters Score -725579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -725583.812500 Penalty: 886.358521
	Iteration 40F: 3 clusters Score -725583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -725586.187500 Penalty: 886.358521
	Iteration 41Q: 3 clusters Score -725586.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -725588.562500 Penalty: 886.358521
	Iteration 42Q: 3 clusters Score -725588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -725590.187500 Penalty: 886.358521
	Iteration 43Q: 3 clusters Score -725590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -725592.562500 Penalty: 886.358521
	Iteration 44Q: 3 clusters Score -725592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -725592.375000 Penalty: 886.358521
	Iteration 45Q: 3 clusters Score -725592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -725593.562500 Penalty: 886.358521
	Iteration 46Q: 3 clusters Score -725593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -725593.875000 Penalty: 886.358521
	Iteration 47Q: 3 clusters Score -725593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -725593.812500 Penalty: 886.358521
	Iteration 48Q: 3 clusters Score -725593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -725593.812500 Penalty: 886.358521
	Iteration 49Q: 3 clusters Score -725593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -725593.875000 Penalty: 886.358521
	Iteration 50Q: 3 clusters Score -725593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -725594.000000 Penalty: 886.358521
	Iteration 51Q: 3 clusters Score -725594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -725594.562500 Penalty: 886.358521
	Iteration 52Q: 3 clusters Score -725594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -725596.187500 Penalty: 886.358521
	Iteration 53Q: 3 clusters Score -725596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -725594.562500 Penalty: 886.358521
	Iteration 54Q: 3 clusters Score -725594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -725594.875000 Penalty: 886.358521
	Iteration 55Q: 3 clusters Score -725594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -725594.937500 Penalty: 886.358521
	Iteration 56Q: 3 clusters Score -725594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -725596.250000 Penalty: 886.358521
	Iteration 57Q: 3 clusters Score -725596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -725596.187500 Penalty: 886.358521
	Iteration 58Q: 3 clusters Score -725596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -725596.562500 Penalty: 886.358521
	Iteration 59Q: 3 clusters Score -725596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -725597.062500 Penalty: 886.358521
	Iteration 60F: 3 clusters Score -725597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -725597.312500 Penalty: 886.358521
	Iteration 61Q: 3 clusters Score -725597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -725596.562500 Penalty: 886.358521
	Iteration 62Q: 3 clusters Score -725596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -725595.625000 Penalty: 886.358521
	Iteration 63Q: 3 clusters Score -725595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -725596.812500 Penalty: 886.358521
	Iteration 64Q: 3 clusters Score -725596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -725597.250000 Penalty: 886.358521
	Iteration 65Q: 3 clusters Score -725597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -725598.000000 Penalty: 886.358521
	Iteration 66Q: 3 clusters Score -725598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -725595.562500 Penalty: 886.358521
	Iteration 67Q: 3 clusters Score -725595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -725596.312500 Penalty: 886.358521
	Iteration 68Q: 3 clusters Score -725596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -725595.875000 Penalty: 886.358521
	Iteration 69Q: 3 clusters Score -725595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -725595.875000 Penalty: 886.358521
	Iteration 70F: 3 clusters Score -725595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 136441 members 
Mstep: Class 3 contains 19558 members 
Mstep: Class 4 contains 310332 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 307203 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 153681 members 
Mstep: Class 17 contains 16987 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 16 clusters Score -4.693206e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 136814 members 
Mstep: Class 3 contains 19629 members 
Mstep: Class 4 contains 310343 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 306909 members 
Mstep: Class 7 contains 23294 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41045 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 48383 members 
Mstep: Class 13 contains 153006 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 17 contains 16972 members 
Entering Unmasked Estep 
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Iteration 120F: 16 clusters Score -4.693217e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 137149 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 310344 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 306517 members 
Mstep: Class 7 contains 23233 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41032 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 48616 members 
Mstep: Class 13 contains 152442 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 17 contains 16960 members 
Entering Unmasked Estep 
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Iteration 121Q: 16 clusters Score -4.693218e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 137469 members 
Mstep: Class 3 contains 19772 members 
Mstep: Class 4 contains 310346 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 306099 members 
Mstep: Class 7 contains 23178 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41038 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 48858 members 
Mstep: Class 13 contains 151907 members 
Mstep: Class 14 contains 8115 members 
Mstep: Class 17 contains 16946 members 
Entering Unmasked Estep 
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Iteration 122Q: 16 clusters Score -4.693238e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 137783 members 
Mstep: Class 3 contains 19862 members 
Mstep: Class 4 contains 310295 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 305686 members 
Mstep: Class 7 contains 23109 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41034 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 49109 members 
Mstep: Class 13 contains 151445 members 
Mstep: Class 14 contains 8323 members 
Mstep: Class 17 contains 16939 members 
Entering Unmasked Estep 
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Iteration 123Q: 16 clusters Score -4.693243e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 138151 members 
Mstep: Class 3 contains 19935 members 
Mstep: Class 4 contains 310206 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 305315 members 
Mstep: Class 7 contains 23050 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41041 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 49381 members 
Mstep: Class 13 contains 150933 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 17 contains 16933 members 
Entering Unmasked Estep 
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Iteration 124Q: 16 clusters Score -4.693252e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 138505 members 
Mstep: Class 3 contains 20022 members 
Mstep: Class 4 contains 310148 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 305020 members 
Mstep: Class 7 contains 22980 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41057 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 49637 members 
Mstep: Class 13 contains 150330 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 17 contains 16933 members 
Entering Unmasked Estep 
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Iteration 125Q: 16 clusters Score -4.693264e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 138809 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 310167 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 304632 members 
Mstep: Class 7 contains 22923 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41072 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 49953 members 
Mstep: Class 13 contains 149772 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 17 contains 16924 members 
Entering Unmasked Estep 
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Iteration 126Q: 16 clusters Score -4.693283e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 139093 members 
Mstep: Class 3 contains 20145 members 
Mstep: Class 4 contains 310210 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 304349 members 
Mstep: Class 7 contains 22863 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41089 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 50238 members 
Mstep: Class 13 contains 149148 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 17 contains 16921 members 
Entering Unmasked Estep 
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Iteration 127Q: 16 clusters Score -4.693294e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 139379 members 
Mstep: Class 3 contains 20200 members 
Mstep: Class 4 contains 310146 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 304044 members 
Mstep: Class 7 contains 22827 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41097 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 50523 members 
Mstep: Class 13 contains 148666 members 
Mstep: Class 14 contains 9101 members 
Mstep: Class 17 contains 16905 members 
Entering Unmasked Estep 
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Iteration 128Q: 16 clusters Score -4.693311e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 139663 members 
Mstep: Class 3 contains 20251 members 
Mstep: Class 4 contains 310084 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 303809 members 
Mstep: Class 7 contains 22791 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41106 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 50776 members 
Mstep: Class 13 contains 148141 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 17 contains 16890 members 
Entering Unmasked Estep 
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Iteration 129Q: 16 clusters Score -4.693312e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 139856 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 310050 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 303574 members 
Mstep: Class 7 contains 22756 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41102 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 50991 members 
Mstep: Class 13 contains 147687 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 17 contains 16880 members 
Entering Unmasked Estep 
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Iteration 130Q: 16 clusters Score -4.693328e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 140022 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 309993 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 303366 members 
Mstep: Class 7 contains 22726 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41092 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 51177 members 
Mstep: Class 13 contains 147291 members 
Mstep: Class 14 contains 9537 members 
Mstep: Class 17 contains 16882 members 
Entering Unmasked Estep 
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Iteration 131Q: 16 clusters Score -4.693336e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 140211 members 
Mstep: Class 3 contains 20371 members 
Mstep: Class 4 contains 309869 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 303188 members 
Mstep: Class 7 contains 22695 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41075 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 51327 members 
Mstep: Class 13 contains 146955 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 17 contains 16877 members 
Entering Unmasked Estep 
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Iteration 132Q: 16 clusters Score -4.693344e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 140295 members 
Mstep: Class 3 contains 20407 members 
Mstep: Class 4 contains 309811 members 
Mstep: Class 5 contains 1305 members 
Mstep: Class 6 contains 302964 members 
Mstep: Class 7 contains 22665 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41070 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 51503 members 
Mstep: Class 13 contains 146625 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 17 contains 16870 members 
Entering Unmasked Estep 
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Iteration 133Q: 16 clusters Score -4.693379e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 140358 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 309771 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 302681 members 
Mstep: Class 7 contains 22638 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41064 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 51701 members 
Mstep: Class 13 contains 146364 members 
Mstep: Class 14 contains 9994 members 
Mstep: Class 17 contains 16872 members 
Entering Unmasked Estep 
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Iteration 134Q: 16 clusters Score -4.693409e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 140433 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 309624 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 302333 members 
Mstep: Class 7 contains 22603 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41064 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 51858 members 
Mstep: Class 13 contains 146272 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 17 contains 16877 members 
Entering Unmasked Estep 
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Iteration 135Q: 16 clusters Score -4.693416e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 140515 members 
Mstep: Class 3 contains 20543 members 
Mstep: Class 4 contains 309490 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 302024 members 
Mstep: Class 7 contains 22565 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41057 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 52027 members 
Mstep: Class 13 contains 146126 members 
Mstep: Class 14 contains 10296 members 
Mstep: Class 17 contains 16885 members 
Entering Unmasked Estep 
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Iteration 136Q: 16 clusters Score -4.693422e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 140572 members 
Mstep: Class 3 contains 20593 members 
Mstep: Class 4 contains 309368 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 301687 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41057 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 52209 members 
Mstep: Class 13 contains 145990 members 
Mstep: Class 14 contains 10445 members 
Mstep: Class 17 contains 16888 members 
Entering Unmasked Estep 
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Iteration 137Q: 16 clusters Score -4.693435e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 140613 members 
Mstep: Class 3 contains 20626 members 
Mstep: Class 4 contains 309300 members 
Mstep: Class 5 contains 1264 members 
Mstep: Class 6 contains 301388 members 
Mstep: Class 7 contains 22508 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41065 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 52395 members 
Mstep: Class 13 contains 145768 members 
Mstep: Class 14 contains 10583 members 
Mstep: Class 17 contains 16899 members 
Entering Unmasked Estep 
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Iteration 138Q: 16 clusters Score -4.693448e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 140692 members 
Mstep: Class 3 contains 20655 members 
Mstep: Class 4 contains 309151 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 301093 members 
Mstep: Class 7 contains 22483 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41066 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 52577 members 
Mstep: Class 13 contains 145601 members 
Mstep: Class 14 contains 10731 members 
Mstep: Class 17 contains 16909 members 
Entering Unmasked Estep 
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Iteration 139Q: 16 clusters Score -4.693467e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 140783 members 
Mstep: Class 3 contains 20678 members 
Mstep: Class 4 contains 308982 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 300804 members 
Mstep: Class 7 contains 22462 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 41059 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 52722 members 
Mstep: Class 13 contains 145522 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 17 contains 16913 members 
Entering Unmasked Estep 
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Iteration 140F: 16 clusters Score -4.693488e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 140784 members 
Mstep: Class 3 contains 20696 members 
Mstep: Class 4 contains 308828 members 
Mstep: Class 5 contains 1242 members 
Mstep: Class 6 contains 300559 members 
Mstep: Class 7 contains 22439 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41054 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 52853 members 
Mstep: Class 13 contains 145420 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 17 contains 16912 members 
Entering Unmasked Estep 
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Iteration 141Q: 16 clusters Score -4.693513e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 140762 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 308653 members 
Mstep: Class 5 contains 1222 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 22422 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 41064 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 52949 members 
Mstep: Class 13 contains 145477 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 17 contains 16915 members 
Entering Unmasked Estep 
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Iteration 142Q: 16 clusters Score -4.693522e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 140723 members 
Mstep: Class 3 contains 20731 members 
Mstep: Class 4 contains 308530 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 300040 members 
Mstep: Class 7 contains 22402 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41079 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 53043 members 
Mstep: Class 13 contains 145428 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 17 contains 16931 members 
Entering Unmasked Estep 
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Iteration 143Q: 16 clusters Score -4.69354e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 140676 members 
Mstep: Class 3 contains 20736 members 
Mstep: Class 4 contains 308391 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 299842 members 
Mstep: Class 7 contains 22388 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 53127 members 
Mstep: Class 13 contains 145400 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 17 contains 16952 members 
Entering Unmasked Estep 
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Iteration 144Q: 16 clusters Score -4.69354e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 140590 members 
Mstep: Class 3 contains 20742 members 
Mstep: Class 4 contains 308285 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 299650 members 
Mstep: Class 7 contains 22378 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 2120 members 
Mstep: Class 12 contains 53230 members 
Mstep: Class 13 contains 145380 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 17 contains 16974 members 
Entering Unmasked Estep 
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Iteration 145Q: 16 clusters Score -4.693548e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 140444 members 
Mstep: Class 3 contains 20748 members 
Mstep: Class 4 contains 308189 members 
Mstep: Class 5 contains 1156 members 
Mstep: Class 6 contains 299371 members 
Mstep: Class 7 contains 22363 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41173 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 53323 members 
Mstep: Class 13 contains 145451 members 
Mstep: Class 14 contains 11636 members 
Mstep: Class 17 contains 16997 members 
Entering Unmasked Estep 
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Iteration 146Q: 16 clusters Score -4.693542e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 140293 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 308100 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 299092 members 
Mstep: Class 7 contains 22355 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41207 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 53416 members 
Mstep: Class 13 contains 145522 members 
Mstep: Class 14 contains 11753 members 
Mstep: Class 17 contains 17019 members 
Entering Unmasked Estep 
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Iteration 147Q: 16 clusters Score -4.693558e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 140101 members 
Mstep: Class 3 contains 20777 members 
Mstep: Class 4 contains 308019 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 298848 members 
Mstep: Class 7 contains 22345 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41258 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 53478 members 
Mstep: Class 13 contains 145580 members 
Mstep: Class 14 contains 11878 members 
Mstep: Class 17 contains 17046 members 
Entering Unmasked Estep 
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Iteration 148Q: 16 clusters Score -4.693567e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 139922 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 307950 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 298586 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 41307 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 53569 members 
Mstep: Class 13 contains 145646 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 17 contains 17074 members 
Entering Unmasked Estep 
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Iteration 149Q: 16 clusters Score -4.693571e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 139765 members 
Mstep: Class 3 contains 20822 members 
Mstep: Class 4 contains 307869 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 298301 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41342 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 53662 members 
Mstep: Class 13 contains 145742 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 17 contains 17105 members 
Entering Unmasked Estep 
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Iteration 150Q: 16 clusters Score -4.693592e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 139599 members 
Mstep: Class 3 contains 20844 members 
Mstep: Class 4 contains 307828 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 298099 members 
Mstep: Class 7 contains 22316 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41376 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 53753 members 
Mstep: Class 13 contains 145727 members 
Mstep: Class 14 contains 12183 members 
Mstep: Class 17 contains 17136 members 
Entering Unmasked Estep 
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Iteration 151Q: 16 clusters Score -4.693596e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 139422 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 307742 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 297811 members 
Mstep: Class 7 contains 22297 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 53860 members 
Mstep: Class 13 contains 145848 members 
Mstep: Class 14 contains 12271 members 
Mstep: Class 17 contains 17157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935988.000000 Penalty: 9503.934570
Iteration 152Q: 16 clusters Score -4.693599e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 139247 members 
Mstep: Class 3 contains 20903 members 
Mstep: Class 4 contains 307606 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 297467 members 
Mstep: Class 7 contains 22278 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 53999 members 
Mstep: Class 13 contains 146074 members 
Mstep: Class 14 contains 12342 members 
Mstep: Class 17 contains 17172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935896.000000 Penalty: 9503.934570
Iteration 153Q: 16 clusters Score -4.69359e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 139069 members 
Mstep: Class 3 contains 20948 members 
Mstep: Class 4 contains 307463 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 297070 members 
Mstep: Class 7 contains 22248 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41535 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 54131 members 
Mstep: Class 13 contains 146361 members 
Mstep: Class 14 contains 12414 members 
Mstep: Class 17 contains 17189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935996.000000 Penalty: 9503.934570
Iteration 154Q: 16 clusters Score -4.6936e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 138916 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 307299 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 296658 members 
Mstep: Class 7 contains 22218 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 54254 members 
Mstep: Class 13 contains 146678 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 17 contains 17198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935988.000000 Penalty: 9503.934570
Iteration 155Q: 16 clusters Score -4.693599e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 138711 members 
Mstep: Class 3 contains 21044 members 
Mstep: Class 4 contains 307116 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 296239 members 
Mstep: Class 7 contains 22181 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 54361 members 
Mstep: Class 13 contains 147054 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 17 contains 17199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936180.000000 Penalty: 9503.934570
Iteration 156Q: 16 clusters Score -4.693618e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 138500 members 
Mstep: Class 3 contains 21096 members 
Mstep: Class 4 contains 306918 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 295848 members 
Mstep: Class 7 contains 22143 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 54462 members 
Mstep: Class 13 contains 147418 members 
Mstep: Class 14 contains 12602 members 
Mstep: Class 17 contains 17201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936328.000000 Penalty: 9503.934570
Iteration 157Q: 16 clusters Score -4.693633e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 138312 members 
Mstep: Class 3 contains 21148 members 
Mstep: Class 4 contains 306675 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 295457 members 
Mstep: Class 7 contains 22112 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41645 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 54551 members 
Mstep: Class 13 contains 147820 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 17 contains 17200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936488.000000 Penalty: 9503.934570
Iteration 158Q: 16 clusters Score -4.693649e+07 nChanged 1640
Entering ConstructFrom: 
Score: -46936488.000000 Penalty: 9503.934570
Entering ConstructFrom: 
Trying to split cluster 1 (49629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Entering Unmasked Estep 
Score: -2196284.500000 Penalty: 491.961029
	Iteration 0F: 2 clusters Score -2196284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2162985.000000 Penalty: 983.922058
	Iteration 0F: 3 clusters Score -2162985 nChanged 23904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2177234.250000 Penalty: 983.922058
	Iteration 1F: 3 clusters Score -2177234 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2177665.250000 Penalty: 983.922058
	Iteration 2Q: 3 clusters Score -2177665 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2178188.750000 Penalty: 983.922058
	Iteration 3Q: 3 clusters Score -2178189 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2179038.250000 Penalty: 983.922058
	Iteration 4Q: 3 clusters Score -2179038 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2180391.000000 Penalty: 983.922058
	Iteration 5Q: 3 clusters Score -2180391 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2182423.000000 Penalty: 983.922058
	Iteration 6F: 3 clusters Score -2182423 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2185061.000000 Penalty: 983.922058
	Iteration 7F: 3 clusters Score -2185061 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2187274.500000 Penalty: 983.922058
	Iteration 8F: 3 clusters Score -2187274 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2188279.500000 Penalty: 983.922058
	Iteration 9Q: 3 clusters Score -2188280 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2188793.750000 Penalty: 983.922058
	Iteration 10Q: 3 clusters Score -2188794 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2189210.750000 Penalty: 983.922058
	Iteration 11Q: 3 clusters Score -2189211 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2189653.250000 Penalty: 983.922058
	Iteration 12Q: 3 clusters Score -2189653 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2190165.250000 Penalty: 983.922058
	Iteration 13Q: 3 clusters Score -2190165 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2190707.500000 Penalty: 983.922058
	Iteration 14Q: 3 clusters Score -2190708 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2191277.250000 Penalty: 983.922058
	Iteration 15Q: 3 clusters Score -2191277 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2191792.250000 Penalty: 983.922058
	Iteration 16Q: 3 clusters Score -2191792 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2192218.250000 Penalty: 983.922058
	Iteration 17Q: 3 clusters Score -2192218 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2192577.000000 Penalty: 983.922058
	Iteration 18Q: 3 clusters Score -2192577 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2192919.750000 Penalty: 983.922058
	Iteration 19Q: 3 clusters Score -2192920 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2193254.250000 Penalty: 983.922058
	Iteration 20F: 3 clusters Score -2193254 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2193569.500000 Penalty: 983.922058
	Iteration 21Q: 3 clusters Score -2193570 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2193833.500000 Penalty: 983.922058
	Iteration 22Q: 3 clusters Score -2193834 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2194021.750000 Penalty: 983.922058
	Iteration 23Q: 3 clusters Score -2194022 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2194181.000000 Penalty: 983.922058
	Iteration 24Q: 3 clusters Score -2194181 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2194308.750000 Penalty: 983.922058
	Iteration 25Q: 3 clusters Score -2194309 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2194417.000000 Penalty: 983.922058
	Iteration 26Q: 3 clusters Score -2194417 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2194532.000000 Penalty: 983.922058
	Iteration 27Q: 3 clusters Score -2194532 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2194627.000000 Penalty: 983.922058
	Iteration 28Q: 3 clusters Score -2194627 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2194711.250000 Penalty: 983.922058
	Iteration 29Q: 3 clusters Score -2194711 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2194779.500000 Penalty: 983.922058
	Iteration 30Q: 3 clusters Score -2194780 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2194842.500000 Penalty: 983.922058
	Iteration 31Q: 3 clusters Score -2194842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2194869.750000 Penalty: 983.922058
	Iteration 32Q: 3 clusters Score -2194870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2194896.250000 Penalty: 983.922058
	Iteration 33Q: 3 clusters Score -2194896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2194929.000000 Penalty: 983.922058
	Iteration 34Q: 3 clusters Score -2194929 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2194963.250000 Penalty: 983.922058
	Iteration 35Q: 3 clusters Score -2194963 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2194997.250000 Penalty: 983.922058
	Iteration 36Q: 3 clusters Score -2194997 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2195031.750000 Penalty: 983.922058
	Iteration 37Q: 3 clusters Score -2195032 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2195065.000000 Penalty: 983.922058
	Iteration 38Q: 3 clusters Score -2195065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2195090.250000 Penalty: 983.922058
	Iteration 39Q: 3 clusters Score -2195090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2195111.500000 Penalty: 983.922058
	Iteration 40F: 3 clusters Score -2195112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2195137.500000 Penalty: 983.922058
	Iteration 41Q: 3 clusters Score -2195138 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2195169.500000 Penalty: 983.922058
	Iteration 42Q: 3 clusters Score -2195170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2195208.500000 Penalty: 983.922058
	Iteration 43Q: 3 clusters Score -2195208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2195235.750000 Penalty: 983.922058
	Iteration 44Q: 3 clusters Score -2195236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2195251.500000 Penalty: 983.922058
	Iteration 45Q: 3 clusters Score -2195252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2195274.000000 Penalty: 983.922058
	Iteration 46Q: 3 clusters Score -2195274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2195302.500000 Penalty: 983.922058
	Iteration 47Q: 3 clusters Score -2195302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2195345.500000 Penalty: 983.922058
	Iteration 48Q: 3 clusters Score -2195346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2195377.250000 Penalty: 983.922058
	Iteration 49Q: 3 clusters Score -2195377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2195419.250000 Penalty: 983.922058
	Iteration 50Q: 3 clusters Score -2195419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2195449.500000 Penalty: 983.922058
	Iteration 51Q: 3 clusters Score -2195450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2195474.750000 Penalty: 983.922058
	Iteration 52Q: 3 clusters Score -2195475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2195495.000000 Penalty: 983.922058
	Iteration 53Q: 3 clusters Score -2195495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2195507.000000 Penalty: 983.922058
	Iteration 54Q: 3 clusters Score -2195507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2195522.500000 Penalty: 983.922058
	Iteration 55Q: 3 clusters Score -2195522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2195543.500000 Penalty: 983.922058
	Iteration 56Q: 3 clusters Score -2195544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2195559.750000 Penalty: 983.922058
	Iteration 57Q: 3 clusters Score -2195560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2195577.250000 Penalty: 983.922058
	Iteration 58Q: 3 clusters Score -2195577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2195589.750000 Penalty: 983.922058
	Iteration 59Q: 3 clusters Score -2195590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2195608.000000 Penalty: 983.922058
	Iteration 60F: 3 clusters Score -2195608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2195620.000000 Penalty: 983.922058
	Iteration 61Q: 3 clusters Score -2195620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2195640.500000 Penalty: 983.922058
	Iteration 62Q: 3 clusters Score -2195640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2195672.250000 Penalty: 983.922058
	Iteration 63Q: 3 clusters Score -2195672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2195692.000000 Penalty: 983.922058
	Iteration 64Q: 3 clusters Score -2195692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2195713.000000 Penalty: 983.922058
	Iteration 65Q: 3 clusters Score -2195713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2195729.750000 Penalty: 983.922058
	Iteration 66Q: 3 clusters Score -2195730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2195743.750000 Penalty: 983.922058
	Iteration 67Q: 3 clusters Score -2195744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2195757.250000 Penalty: 983.922058
	Iteration 68Q: 3 clusters Score -2195757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2195773.250000 Penalty: 983.922058
	Iteration 69Q: 3 clusters Score -2195773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2195787.250000 Penalty: 983.922058
	Iteration 70Q: 3 clusters Score -2195787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2195809.750000 Penalty: 983.922058
	Iteration 71Q: 3 clusters Score -2195810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2195816.500000 Penalty: 983.922058
	Iteration 72Q: 3 clusters Score -2195816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2195825.250000 Penalty: 983.922058
	Iteration 73Q: 3 clusters Score -2195825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2195830.750000 Penalty: 983.922058
	Iteration 74Q: 3 clusters Score -2195831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2195840.250000 Penalty: 983.922058
	Iteration 75Q: 3 clusters Score -2195840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2195847.250000 Penalty: 983.922058
	Iteration 76Q: 3 clusters Score -2195847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2195854.250000 Penalty: 983.922058
	Iteration 77Q: 3 clusters Score -2195854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2195860.000000 Penalty: 983.922058
	Iteration 78Q: 3 clusters Score -2195860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2195869.750000 Penalty: 983.922058
	Iteration 79Q: 3 clusters Score -2195870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2195874.250000 Penalty: 983.922058
	Iteration 80F: 3 clusters Score -2195874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2195880.250000 Penalty: 983.922058
	Iteration 81Q: 3 clusters Score -2195880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2195884.000000 Penalty: 983.922058
	Iteration 82Q: 3 clusters Score -2195884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2195891.000000 Penalty: 983.922058
	Iteration 83Q: 3 clusters Score -2195891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2195892.250000 Penalty: 983.922058
	Iteration 84Q: 3 clusters Score -2195892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2195893.750000 Penalty: 983.922058
	Iteration 85Q: 3 clusters Score -2195894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2195893.250000 Penalty: 983.922058
	Iteration 86Q: 3 clusters Score -2195893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2195894.750000 Penalty: 983.922058
	Iteration 87Q: 3 clusters Score -2195895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2195896.250000 Penalty: 983.922058
	Iteration 88Q: 3 clusters Score -2195896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2195897.750000 Penalty: 983.922058
	Iteration 89Q: 3 clusters Score -2195898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2195900.250000 Penalty: 983.922058
	Iteration 90Q: 3 clusters Score -2195900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2195901.000000 Penalty: 983.922058
	Iteration 91Q: 3 clusters Score -2195901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2195902.750000 Penalty: 983.922058
	Iteration 92Q: 3 clusters Score -2195903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2195904.250000 Penalty: 983.922058
	Iteration 93Q: 3 clusters Score -2195904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2195906.250000 Penalty: 983.922058
	Iteration 94Q: 3 clusters Score -2195906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2195907.000000 Penalty: 983.922058
	Iteration 95Q: 3 clusters Score -2195907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2195907.000000 Penalty: 983.922058
	Iteration 96F: 3 clusters Score -2195907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (138122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Entering Unmasked Estep 
Score: -6115119.000000 Penalty: 538.533142
	Iteration 0F: 2 clusters Score -6115119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -6021484.500000 Penalty: 1077.066284
	Iteration 0F: 3 clusters Score -6021484 nChanged 67974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -6062400.500000 Penalty: 1077.066284
	Iteration 1F: 3 clusters Score -6062400 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -6064317.000000 Penalty: 1077.066284
	Iteration 2Q: 3 clusters Score -6064317 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -6067910.000000 Penalty: 1077.066284
	Iteration 3Q: 3 clusters Score -6067910 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6074950.000000 Penalty: 1077.066284
	Iteration 4F: 3 clusters Score -6074950 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -6085517.000000 Penalty: 1077.066284
	Iteration 5F: 3 clusters Score -6085517 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -6096216.000000 Penalty: 1077.066284
	Iteration 6F: 3 clusters Score -6096216 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6103104.000000 Penalty: 1077.066284
	Iteration 7Q: 3 clusters Score -6103104 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124651 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6106889.500000 Penalty: 1077.066284
	Iteration 8Q: 3 clusters Score -6106890 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6108989.000000 Penalty: 1077.066284
	Iteration 9Q: 3 clusters Score -6108989 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6110346.000000 Penalty: 1077.066284
	Iteration 10Q: 3 clusters Score -6110346 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6111338.500000 Penalty: 1077.066284
	Iteration 11Q: 3 clusters Score -6111338 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -6112101.000000 Penalty: 1077.066284
	Iteration 12Q: 3 clusters Score -6112101 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133349 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6112656.500000 Penalty: 1077.066284
	Iteration 13Q: 3 clusters Score -6112656 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134262 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6113112.500000 Penalty: 1077.066284
	Iteration 14Q: 3 clusters Score -6113112 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134997 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6113477.500000 Penalty: 1077.066284
	Iteration 15Q: 3 clusters Score -6113478 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6113740.000000 Penalty: 1077.066284
	Iteration 16Q: 3 clusters Score -6113740 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6113927.500000 Penalty: 1077.066284
	Iteration 17Q: 3 clusters Score -6113928 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136395 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6114095.000000 Penalty: 1077.066284
	Iteration 18Q: 3 clusters Score -6114095 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6114233.000000 Penalty: 1077.066284
	Iteration 19Q: 3 clusters Score -6114233 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6114321.500000 Penalty: 1077.066284
	Iteration 20F: 3 clusters Score -6114322 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6114394.500000 Penalty: 1077.066284
	Iteration 21Q: 3 clusters Score -6114394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6114466.000000 Penalty: 1077.066284
	Iteration 22Q: 3 clusters Score -6114466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6114503.000000 Penalty: 1077.066284
	Iteration 23Q: 3 clusters Score -6114503 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137455 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6114543.500000 Penalty: 1077.066284
	Iteration 24Q: 3 clusters Score -6114544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6114576.500000 Penalty: 1077.066284
	Iteration 25Q: 3 clusters Score -6114576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6114593.000000 Penalty: 1077.066284
	Iteration 26Q: 3 clusters Score -6114593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6114614.500000 Penalty: 1077.066284
	Iteration 27Q: 3 clusters Score -6114614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6114625.500000 Penalty: 1077.066284
	Iteration 28Q: 3 clusters Score -6114626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137680 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6114625.500000 Penalty: 1077.066284
	Iteration 29Q: 3 clusters Score -6114626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137695 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6114629.500000 Penalty: 1077.066284
	Iteration 30Q: 3 clusters Score -6114630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6114631.500000 Penalty: 1077.066284
	Iteration 31Q: 3 clusters Score -6114632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6114642.000000 Penalty: 1077.066284
	Iteration 32Q: 3 clusters Score -6114642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6114638.500000 Penalty: 1077.066284
	Iteration 33Q: 3 clusters Score -6114638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6114640.000000 Penalty: 1077.066284
	Iteration 34Q: 3 clusters Score -6114640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137747 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6114638.500000 Penalty: 1077.066284
	Iteration 35Q: 3 clusters Score -6114638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137751 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6114641.500000 Penalty: 1077.066284
	Iteration 36Q: 3 clusters Score -6114642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6114643.500000 Penalty: 1077.066284
	Iteration 37Q: 3 clusters Score -6114644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6114642.500000 Penalty: 1077.066284
	Iteration 38Q: 3 clusters Score -6114642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6114642.500000 Penalty: 1077.066284
	Iteration 39Q: 3 clusters Score -6114642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6114641.500000 Penalty: 1077.066284
	Iteration 40F: 3 clusters Score -6114642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137760 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6114647.000000 Penalty: 1077.066284
	Iteration 41Q: 3 clusters Score -6114647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6114644.000000 Penalty: 1077.066284
	Iteration 42Q: 3 clusters Score -6114644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6114642.000000 Penalty: 1077.066284
	Iteration 43Q: 3 clusters Score -6114642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6114646.500000 Penalty: 1077.066284
	Iteration 44Q: 3 clusters Score -6114646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6114645.000000 Penalty: 1077.066284
	Iteration 45Q: 3 clusters Score -6114645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6114649.000000 Penalty: 1077.066284
	Iteration 46Q: 3 clusters Score -6114649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6114649.500000 Penalty: 1077.066284
	Iteration 47Q: 3 clusters Score -6114650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6114652.500000 Penalty: 1077.066284
	Iteration 48Q: 3 clusters Score -6114652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137776 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6114655.500000 Penalty: 1077.066284
	Iteration 49Q: 3 clusters Score -6114656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6114657.000000 Penalty: 1077.066284
	Iteration 50Q: 3 clusters Score -6114657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6114663.000000 Penalty: 1077.066284
	Iteration 51Q: 3 clusters Score -6114663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6114669.000000 Penalty: 1077.066284
	Iteration 52Q: 3 clusters Score -6114669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6114668.000000 Penalty: 1077.066284
	Iteration 53Q: 3 clusters Score -6114668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6114669.500000 Penalty: 1077.066284
	Iteration 54Q: 3 clusters Score -6114670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6114674.000000 Penalty: 1077.066284
	Iteration 55Q: 3 clusters Score -6114674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6114680.000000 Penalty: 1077.066284
	Iteration 56Q: 3 clusters Score -6114680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137803 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6114684.500000 Penalty: 1077.066284
	Iteration 57Q: 3 clusters Score -6114684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137806 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6114684.000000 Penalty: 1077.066284
	Iteration 58Q: 3 clusters Score -6114684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137807 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6114684.500000 Penalty: 1077.066284
	Iteration 59Q: 3 clusters Score -6114684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6114689.500000 Penalty: 1077.066284
	Iteration 60F: 3 clusters Score -6114690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137818 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6114688.000000 Penalty: 1077.066284
	Iteration 61Q: 3 clusters Score -6114688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6114693.500000 Penalty: 1077.066284
	Iteration 62Q: 3 clusters Score -6114694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6114699.000000 Penalty: 1077.066284
	Iteration 63Q: 3 clusters Score -6114699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6114696.000000 Penalty: 1077.066284
	Iteration 64Q: 3 clusters Score -6114696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6114699.000000 Penalty: 1077.066284
	Iteration 65Q: 3 clusters Score -6114699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6114701.000000 Penalty: 1077.066284
	Iteration 66Q: 3 clusters Score -6114701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6114697.000000 Penalty: 1077.066284
	Iteration 67Q: 3 clusters Score -6114697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6114697.000000 Penalty: 1077.066284
	Iteration 68F: 3 clusters Score -6114697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Entering Unmasked Estep 
Score: -937064.437500 Penalty: 453.223450
	Iteration 0F: 2 clusters Score -937064.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -922964.000000 Penalty: 906.446899
	Iteration 0F: 3 clusters Score -922964 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -928879.562500 Penalty: 906.446899
	Iteration 1F: 3 clusters Score -928879.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -929178.312500 Penalty: 906.446899
	Iteration 2Q: 3 clusters Score -929178.3 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -929563.750000 Penalty: 906.446899
	Iteration 3Q: 3 clusters Score -929563.8 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -930270.687500 Penalty: 906.446899
	Iteration 4F: 3 clusters Score -930270.7 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -931359.187500 Penalty: 906.446899
	Iteration 5F: 3 clusters Score -931359.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -932356.500000 Penalty: 906.446899
	Iteration 6F: 3 clusters Score -932356.5 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -932854.312500 Penalty: 906.446899
	Iteration 7F: 3 clusters Score -932854.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -932990.375000 Penalty: 906.446899
	Iteration 8Q: 3 clusters Score -932990.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -933032.687500 Penalty: 906.446899
	Iteration 9Q: 3 clusters Score -933032.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -933057.312500 Penalty: 906.446899
	Iteration 10Q: 3 clusters Score -933057.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -933079.687500 Penalty: 906.446899
	Iteration 11Q: 3 clusters Score -933079.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -933108.500000 Penalty: 906.446899
	Iteration 12Q: 3 clusters Score -933108.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -933137.687500 Penalty: 906.446899
	Iteration 13Q: 3 clusters Score -933137.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -933178.000000 Penalty: 906.446899
	Iteration 14Q: 3 clusters Score -933178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -933216.687500 Penalty: 906.446899
	Iteration 15Q: 3 clusters Score -933216.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -933263.312500 Penalty: 906.446899
	Iteration 16Q: 3 clusters Score -933263.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -933307.875000 Penalty: 906.446899
	Iteration 17Q: 3 clusters Score -933307.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -933364.500000 Penalty: 906.446899
	Iteration 18Q: 3 clusters Score -933364.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -933421.250000 Penalty: 906.446899
	Iteration 19Q: 3 clusters Score -933421.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -933501.375000 Penalty: 906.446899
	Iteration 20F: 3 clusters Score -933501.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -933584.625000 Penalty: 906.446899
	Iteration 21Q: 3 clusters Score -933584.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -933697.000000 Penalty: 906.446899
	Iteration 22Q: 3 clusters Score -933697 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -933888.500000 Penalty: 906.446899
	Iteration 23Q: 3 clusters Score -933888.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -934151.312500 Penalty: 906.446899
	Iteration 24Q: 3 clusters Score -934151.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -934500.625000 Penalty: 906.446899
	Iteration 25Q: 3 clusters Score -934500.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -934948.812500 Penalty: 906.446899
	Iteration 26Q: 3 clusters Score -934948.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -935421.437500 Penalty: 906.446899
	Iteration 27Q: 3 clusters Score -935421.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -935793.437500 Penalty: 906.446899
	Iteration 28Q: 3 clusters Score -935793.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -936032.250000 Penalty: 906.446899
	Iteration 29Q: 3 clusters Score -936032.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -936179.250000 Penalty: 906.446899
	Iteration 30Q: 3 clusters Score -936179.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -936264.500000 Penalty: 906.446899
	Iteration 31Q: 3 clusters Score -936264.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -936313.375000 Penalty: 906.446899
	Iteration 32Q: 3 clusters Score -936313.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -936335.937500 Penalty: 906.446899
	Iteration 33Q: 3 clusters Score -936335.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -936347.062500 Penalty: 906.446899
	Iteration 34Q: 3 clusters Score -936347.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -936351.937500 Penalty: 906.446899
	Iteration 35Q: 3 clusters Score -936351.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -936355.000000 Penalty: 906.446899
	Iteration 36Q: 3 clusters Score -936355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -936359.250000 Penalty: 906.446899
	Iteration 37Q: 3 clusters Score -936359.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -936362.812500 Penalty: 906.446899
	Iteration 38Q: 3 clusters Score -936362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -936364.937500 Penalty: 906.446899
	Iteration 39Q: 3 clusters Score -936364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -936399.687500 Penalty: 906.446899
	Iteration 40F: 3 clusters Score -936399.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -936400.937500 Penalty: 906.446899
	Iteration 41Q: 3 clusters Score -936400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -936404.687500 Penalty: 906.446899
	Iteration 42Q: 3 clusters Score -936404.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -936406.437500 Penalty: 906.446899
	Iteration 43Q: 3 clusters Score -936406.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -936406.187500 Penalty: 906.446899
	Iteration 44Q: 3 clusters Score -936406.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -936408.312500 Penalty: 906.446899
	Iteration 45Q: 3 clusters Score -936408.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -936409.937500 Penalty: 906.446899
	Iteration 46Q: 3 clusters Score -936409.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -936416.687500 Penalty: 906.446899
	Iteration 47Q: 3 clusters Score -936416.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -936418.312500 Penalty: 906.446899
	Iteration 48Q: 3 clusters Score -936418.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -936418.125000 Penalty: 906.446899
	Iteration 49Q: 3 clusters Score -936418.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -936418.500000 Penalty: 906.446899
	Iteration 50Q: 3 clusters Score -936418.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -936420.437500 Penalty: 906.446899
	Iteration 51Q: 3 clusters Score -936420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -936420.812500 Penalty: 906.446899
	Iteration 52Q: 3 clusters Score -936420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -936418.937500 Penalty: 906.446899
	Iteration 53Q: 3 clusters Score -936418.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -936420.062500 Penalty: 906.446899
	Iteration 54Q: 3 clusters Score -936420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -936423.687500 Penalty: 906.446899
	Iteration 55Q: 3 clusters Score -936423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -936421.875000 Penalty: 906.446899
	Iteration 56Q: 3 clusters Score -936421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -936421.250000 Penalty: 906.446899
	Iteration 57Q: 3 clusters Score -936421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -936419.500000 Penalty: 906.446899
	Iteration 58Q: 3 clusters Score -936419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -936417.750000 Penalty: 906.446899
	Iteration 59Q: 3 clusters Score -936417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -936421.625000 Penalty: 906.446899
	Iteration 60F: 3 clusters Score -936421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -936422.000000 Penalty: 906.446899
	Iteration 61Q: 3 clusters Score -936422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -936421.125000 Penalty: 906.446899
	Iteration 62Q: 3 clusters Score -936421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -936421.875000 Penalty: 906.446899
	Iteration 63Q: 3 clusters Score -936421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -936422.375000 Penalty: 906.446899
	Iteration 64Q: 3 clusters Score -936422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -936422.625000 Penalty: 906.446899
	Iteration 65Q: 3 clusters Score -936422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -936423.625000 Penalty: 906.446899
	Iteration 66Q: 3 clusters Score -936423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -936422.875000 Penalty: 906.446899
	Iteration 67Q: 3 clusters Score -936422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -936423.000000 Penalty: 906.446899
	Iteration 68Q: 3 clusters Score -936423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -936423.500000 Penalty: 906.446899
	Iteration 69Q: 3 clusters Score -936423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -936423.062500 Penalty: 906.446899
	Iteration 70Q: 3 clusters Score -936423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -936422.125000 Penalty: 906.446899
	Iteration 71Q: 3 clusters Score -936422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -936422.812500 Penalty: 906.446899
	Iteration 72Q: 3 clusters Score -936422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -936421.937500 Penalty: 906.446899
	Iteration 73Q: 3 clusters Score -936421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -936422.750000 Penalty: 906.446899
	Iteration 74Q: 3 clusters Score -936422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -936423.187500 Penalty: 906.446899
	Iteration 75Q: 3 clusters Score -936423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -936422.312500 Penalty: 906.446899
	Iteration 76Q: 3 clusters Score -936422.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -936422.312500 Penalty: 906.446899
	Iteration 77F: 3 clusters Score -936422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (306442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306442 members 
Entering Unmasked Estep 
Score: -13606463.000000 Penalty: 574.791687
	Iteration 0F: 2 clusters Score -1.360646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -13402830.000000 Penalty: 1149.583374
	Iteration 0F: 3 clusters Score -1.340283e+07 nChanged 150900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 154238 members 
Entering Unmasked Estep 
Score: -13495375.000000 Penalty: 1149.583374
	Iteration 1F: 3 clusters Score -1.349538e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 156183 members 
Entering Unmasked Estep 
Score: -13497928.000000 Penalty: 1149.583374
	Iteration 2Q: 3 clusters Score -1.349793e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -13501444.000000 Penalty: 1149.583374
	Iteration 3Q: 3 clusters Score -1.350144e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -13506365.000000 Penalty: 1149.583374
	Iteration 4Q: 3 clusters Score -1.350636e+07 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -13512269.000000 Penalty: 1149.583374
	Iteration 5Q: 3 clusters Score -1.351227e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133026 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -13520517.000000 Penalty: 1149.583374
	Iteration 6F: 3 clusters Score -1.352052e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 178490 members 
Entering Unmasked Estep 
Score: -13531942.000000 Penalty: 1149.583374
	Iteration 7F: 3 clusters Score -1.353194e+07 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124644 members 
Mstep: Class 2 contains 181798 members 
Entering Unmasked Estep 
Score: -13546715.000000 Penalty: 1149.583374
	Iteration 8F: 3 clusters Score -1.354672e+07 nChanged 18905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123525 members 
Mstep: Class 2 contains 182917 members 
Entering Unmasked Estep 
Score: -13560552.000000 Penalty: 1149.583374
	Iteration 9F: 3 clusters Score -1.356055e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 182956 members 
Entering Unmasked Estep 
Score: -13568704.000000 Penalty: 1149.583374
	Iteration 10Q: 3 clusters Score -1.35687e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -13573572.000000 Penalty: 1149.583374
	Iteration 11Q: 3 clusters Score -1.357357e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 182226 members 
Entering Unmasked Estep 
Score: -13578703.000000 Penalty: 1149.583374
	Iteration 12Q: 3 clusters Score -1.35787e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 181510 members 
Entering Unmasked Estep 
Score: -13584342.000000 Penalty: 1149.583374
	Iteration 13Q: 3 clusters Score -1.358434e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 180729 members 
Entering Unmasked Estep 
Score: -13590340.000000 Penalty: 1149.583374
	Iteration 14Q: 3 clusters Score -1.359034e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 180186 members 
Entering Unmasked Estep 
Score: -13595504.000000 Penalty: 1149.583374
	Iteration 15Q: 3 clusters Score -1.35955e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126493 members 
Mstep: Class 2 contains 179949 members 
Entering Unmasked Estep 
Score: -13599446.000000 Penalty: 1149.583374
	Iteration 16Q: 3 clusters Score -1.359945e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126417 members 
Mstep: Class 2 contains 180025 members 
Entering Unmasked Estep 
Score: -13602405.000000 Penalty: 1149.583374
	Iteration 17Q: 3 clusters Score -1.36024e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -13604430.000000 Penalty: 1149.583374
	Iteration 18Q: 3 clusters Score -1.360443e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 180325 members 
Entering Unmasked Estep 
Score: -13605763.000000 Penalty: 1149.583374
	Iteration 19Q: 3 clusters Score -1.360576e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Mstep: Class 2 contains 180492 members 
Entering Unmasked Estep 
Score: -13606721.000000 Penalty: 1149.583374
	Iteration 20F: 3 clusters Score -1.360672e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 180629 members 
Entering Unmasked Estep 
Score: -13607295.000000 Penalty: 1149.583374
	Iteration 21Q: 3 clusters Score -1.36073e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125747 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -13607669.000000 Penalty: 1149.583374
	Iteration 22Q: 3 clusters Score -1.360767e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 180590 members 
Entering Unmasked Estep 
Score: -13607879.000000 Penalty: 1149.583374
	Iteration 23Q: 3 clusters Score -1.360788e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 180442 members 
Entering Unmasked Estep 
Score: -13608036.000000 Penalty: 1149.583374
	Iteration 24Q: 3 clusters Score -1.360804e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -13608126.000000 Penalty: 1149.583374
	Iteration 25Q: 3 clusters Score -1.360813e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -13608169.000000 Penalty: 1149.583374
	Iteration 26Q: 3 clusters Score -1.360817e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -13608255.000000 Penalty: 1149.583374
	Iteration 27Q: 3 clusters Score -1.360826e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -13608284.000000 Penalty: 1149.583374
	Iteration 28Q: 3 clusters Score -1.360828e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -13608326.000000 Penalty: 1149.583374
	Iteration 29Q: 3 clusters Score -1.360833e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -13608335.000000 Penalty: 1149.583374
	Iteration 30Q: 3 clusters Score -1.360834e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 178324 members 
Entering Unmasked Estep 
Score: -13608354.000000 Penalty: 1149.583374
	Iteration 31Q: 3 clusters Score -1.360835e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128520 members 
Mstep: Class 2 contains 177922 members 
Entering Unmasked Estep 
Score: -13608350.000000 Penalty: 1149.583374
	Iteration 32Q: 3 clusters Score -1.360835e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 177510 members 
Entering Unmasked Estep 
Score: -13608333.000000 Penalty: 1149.583374
	Iteration 33Q: 3 clusters Score -1.360833e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129372 members 
Mstep: Class 2 contains 177070 members 
Entering Unmasked Estep 
Score: -13608323.000000 Penalty: 1149.583374
	Iteration 34Q: 3 clusters Score -1.360832e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -13608326.000000 Penalty: 1149.583374
	Iteration 35Q: 3 clusters Score -1.360833e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 176132 members 
Entering Unmasked Estep 
Score: -13608309.000000 Penalty: 1149.583374
	Iteration 36Q: 3 clusters Score -1.360831e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -13608299.000000 Penalty: 1149.583374
	Iteration 37Q: 3 clusters Score -1.36083e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 175198 members 
Entering Unmasked Estep 
Score: -13608242.000000 Penalty: 1149.583374
	Iteration 38Q: 3 clusters Score -1.360824e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 174796 members 
Entering Unmasked Estep 
Score: -13608219.000000 Penalty: 1149.583374
	Iteration 39Q: 3 clusters Score -1.360822e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -13608206.000000 Penalty: 1149.583374
	Iteration 40F: 3 clusters Score -1.360821e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132487 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -13608243.000000 Penalty: 1149.583374
	Iteration 41Q: 3 clusters Score -1.360824e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132930 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -13608259.000000 Penalty: 1149.583374
	Iteration 42Q: 3 clusters Score -1.360826e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -13608259.000000 Penalty: 1149.583374
	Iteration 43Q: 3 clusters Score -1.360826e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -13608308.000000 Penalty: 1149.583374
	Iteration 44Q: 3 clusters Score -1.360831e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134270 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -13608306.000000 Penalty: 1149.583374
	Iteration 45Q: 3 clusters Score -1.360831e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -13608316.000000 Penalty: 1149.583374
	Iteration 46Q: 3 clusters Score -1.360832e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 171228 members 
Entering Unmasked Estep 
Score: -13608285.000000 Penalty: 1149.583374
	Iteration 47Q: 3 clusters Score -1.360828e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -13608292.000000 Penalty: 1149.583374
	Iteration 48Q: 3 clusters Score -1.360829e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -13608262.000000 Penalty: 1149.583374
	Iteration 49Q: 3 clusters Score -1.360826e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -13608292.000000 Penalty: 1149.583374
	Iteration 50Q: 3 clusters Score -1.360829e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 169463 members 
Entering Unmasked Estep 
Score: -13608284.000000 Penalty: 1149.583374
	Iteration 51Q: 3 clusters Score -1.360828e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137391 members 
Mstep: Class 2 contains 169051 members 
Entering Unmasked Estep 
Score: -13608285.000000 Penalty: 1149.583374
	Iteration 52Q: 3 clusters Score -1.360828e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -13608293.000000 Penalty: 1149.583374
	Iteration 53Q: 3 clusters Score -1.360829e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -13608317.000000 Penalty: 1149.583374
	Iteration 54Q: 3 clusters Score -1.360832e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 167747 members 
Entering Unmasked Estep 
Score: -13608300.000000 Penalty: 1149.583374
	Iteration 55Q: 3 clusters Score -1.36083e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 167311 members 
Entering Unmasked Estep 
Score: -13608267.000000 Penalty: 1149.583374
	Iteration 56Q: 3 clusters Score -1.360827e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139567 members 
Mstep: Class 2 contains 166875 members 
Entering Unmasked Estep 
Score: -13608248.000000 Penalty: 1149.583374
	Iteration 57Q: 3 clusters Score -1.360825e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 166463 members 
Entering Unmasked Estep 
Score: -13608215.000000 Penalty: 1149.583374
	Iteration 58Q: 3 clusters Score -1.360822e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -13608190.000000 Penalty: 1149.583374
	Iteration 59Q: 3 clusters Score -1.360819e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -13608222.000000 Penalty: 1149.583374
	Iteration 60F: 3 clusters Score -1.360822e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -13608207.000000 Penalty: 1149.583374
	Iteration 61Q: 3 clusters Score -1.360821e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -13608210.000000 Penalty: 1149.583374
	Iteration 62Q: 3 clusters Score -1.360821e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 164713 members 
Entering Unmasked Estep 
Score: -13608215.000000 Penalty: 1149.583374
	Iteration 63Q: 3 clusters Score -1.360822e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142047 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -13608176.000000 Penalty: 1149.583374
	Iteration 64Q: 3 clusters Score -1.360818e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142364 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -13608147.000000 Penalty: 1149.583374
	Iteration 65Q: 3 clusters Score -1.360815e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -13608167.000000 Penalty: 1149.583374
	Iteration 66Q: 3 clusters Score -1.360817e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -13608177.000000 Penalty: 1149.583374
	Iteration 67Q: 3 clusters Score -1.360818e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -13608183.000000 Penalty: 1149.583374
	Iteration 68Q: 3 clusters Score -1.360818e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143767 members 
Mstep: Class 2 contains 162675 members 
Entering Unmasked Estep 
Score: -13608193.000000 Penalty: 1149.583374
	Iteration 69Q: 3 clusters Score -1.360819e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -13608229.000000 Penalty: 1149.583374
	Iteration 70Q: 3 clusters Score -1.360823e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 161918 members 
Entering Unmasked Estep 
Score: -13608200.000000 Penalty: 1149.583374
	Iteration 71Q: 3 clusters Score -1.36082e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 161610 members 
Entering Unmasked Estep 
Score: -13608192.000000 Penalty: 1149.583374
	Iteration 72Q: 3 clusters Score -1.360819e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -13608199.000000 Penalty: 1149.583374
	Iteration 73Q: 3 clusters Score -1.36082e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145432 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -13608192.000000 Penalty: 1149.583374
	Iteration 74Q: 3 clusters Score -1.360819e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -13608196.000000 Penalty: 1149.583374
	Iteration 75Q: 3 clusters Score -1.36082e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146061 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -13608218.000000 Penalty: 1149.583374
	Iteration 76Q: 3 clusters Score -1.360822e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -13608212.000000 Penalty: 1149.583374
	Iteration 77Q: 3 clusters Score -1.360821e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 159662 members 
Entering Unmasked Estep 
Score: -13608205.000000 Penalty: 1149.583374
	Iteration 78Q: 3 clusters Score -1.36082e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 159316 members 
Entering Unmasked Estep 
Score: -13608236.000000 Penalty: 1149.583374
	Iteration 79Q: 3 clusters Score -1.360824e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -13608207.000000 Penalty: 1149.583374
	Iteration 80F: 3 clusters Score -1.360821e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -13608181.000000 Penalty: 1149.583374
	Iteration 81Q: 3 clusters Score -1.360818e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -13608177.000000 Penalty: 1149.583374
	Iteration 82Q: 3 clusters Score -1.360818e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -13608163.000000 Penalty: 1149.583374
	Iteration 83Q: 3 clusters Score -1.360816e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 157648 members 
Entering Unmasked Estep 
Score: -13608149.000000 Penalty: 1149.583374
	Iteration 84Q: 3 clusters Score -1.360815e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -13608119.000000 Penalty: 1149.583374
	Iteration 85Q: 3 clusters Score -1.360812e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -13608116.000000 Penalty: 1149.583374
	Iteration 86Q: 3 clusters Score -1.360812e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -13608073.000000 Penalty: 1149.583374
	Iteration 87Q: 3 clusters Score -1.360807e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 156354 members 
Entering Unmasked Estep 
Score: -13608063.000000 Penalty: 1149.583374
	Iteration 88Q: 3 clusters Score -1.360806e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -13608110.000000 Penalty: 1149.583374
	Iteration 89Q: 3 clusters Score -1.360811e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150665 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -13608092.000000 Penalty: 1149.583374
	Iteration 90Q: 3 clusters Score -1.360809e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -13608062.000000 Penalty: 1149.583374
	Iteration 91Q: 3 clusters Score -1.360806e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -13608042.000000 Penalty: 1149.583374
	Iteration 92Q: 3 clusters Score -1.360804e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151551 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -13608042.000000 Penalty: 1149.583374
	Iteration 93Q: 3 clusters Score -1.360804e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151867 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -13608041.000000 Penalty: 1149.583374
	Iteration 94Q: 3 clusters Score -1.360804e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -13608036.000000 Penalty: 1149.583374
	Iteration 95Q: 3 clusters Score -1.360804e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -13608060.000000 Penalty: 1149.583374
	Iteration 96Q: 3 clusters Score -1.360806e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -13608093.000000 Penalty: 1149.583374
	Iteration 97Q: 3 clusters Score -1.360809e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -13608116.000000 Penalty: 1149.583374
	Iteration 98Q: 3 clusters Score -1.360812e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -13608084.000000 Penalty: 1149.583374
	Iteration 99Q: 3 clusters Score -1.360808e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -13608125.000000 Penalty: 1149.583374
	Iteration 100F: 3 clusters Score -1.360812e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -13608120.000000 Penalty: 1149.583374
	Iteration 101Q: 3 clusters Score -1.360812e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153987 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -13608128.000000 Penalty: 1149.583374
	Iteration 102Q: 3 clusters Score -1.360813e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -13608105.000000 Penalty: 1149.583374
	Iteration 103Q: 3 clusters Score -1.36081e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -13608096.000000 Penalty: 1149.583374
	Iteration 104Q: 3 clusters Score -1.36081e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -13608103.000000 Penalty: 1149.583374
	Iteration 105Q: 3 clusters Score -1.36081e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -13608046.000000 Penalty: 1149.583374
	Iteration 106Q: 3 clusters Score -1.360805e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155424 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -13608060.000000 Penalty: 1149.583374
	Iteration 107Q: 3 clusters Score -1.360806e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 150751 members 
Entering Unmasked Estep 
Score: -13608059.000000 Penalty: 1149.583374
	Iteration 108Q: 3 clusters Score -1.360806e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -13608077.000000 Penalty: 1149.583374
	Iteration 109Q: 3 clusters Score -1.360808e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 150276 members 
Entering Unmasked Estep 
Score: -13608050.000000 Penalty: 1149.583374
	Iteration 110Q: 3 clusters Score -1.360805e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -13608082.000000 Penalty: 1149.583374
	Iteration 111Q: 3 clusters Score -1.360808e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -13608060.000000 Penalty: 1149.583374
	Iteration 112Q: 3 clusters Score -1.360806e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -13608040.000000 Penalty: 1149.583374
	Iteration 113Q: 3 clusters Score -1.360804e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157073 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -13608020.000000 Penalty: 1149.583374
	Iteration 114Q: 3 clusters Score -1.360802e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -13608000.000000 Penalty: 1149.583374
	Iteration 115Q: 3 clusters Score -1.3608e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -13608020.000000 Penalty: 1149.583374
	Iteration 116Q: 3 clusters Score -1.360802e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -13608016.000000 Penalty: 1149.583374
	Iteration 117Q: 3 clusters Score -1.360802e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -13607999.000000 Penalty: 1149.583374
	Iteration 118Q: 3 clusters Score -1.3608e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -13607997.000000 Penalty: 1149.583374
	Iteration 119Q: 3 clusters Score -1.3608e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 148058 members 
Entering Unmasked Estep 
Score: -13607979.000000 Penalty: 1149.583374
	Iteration 120F: 3 clusters Score -1.360798e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -13607967.000000 Penalty: 1149.583374
	Iteration 121Q: 3 clusters Score -1.360797e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -13607947.000000 Penalty: 1149.583374
	Iteration 122Q: 3 clusters Score -1.360795e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158913 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -13607925.000000 Penalty: 1149.583374
	Iteration 123Q: 3 clusters Score -1.360792e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -13607927.000000 Penalty: 1149.583374
	Iteration 124Q: 3 clusters Score -1.360793e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -13607926.000000 Penalty: 1149.583374
	Iteration 125Q: 3 clusters Score -1.360793e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 146880 members 
Entering Unmasked Estep 
Score: -13607907.000000 Penalty: 1149.583374
	Iteration 126Q: 3 clusters Score -1.360791e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -13607947.000000 Penalty: 1149.583374
	Iteration 127Q: 3 clusters Score -1.360795e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -13607945.000000 Penalty: 1149.583374
	Iteration 128Q: 3 clusters Score -1.360794e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160308 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -13607953.000000 Penalty: 1149.583374
	Iteration 129Q: 3 clusters Score -1.360795e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -13607923.000000 Penalty: 1149.583374
	Iteration 130Q: 3 clusters Score -1.360792e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -13607862.000000 Penalty: 1149.583374
	Iteration 131Q: 3 clusters Score -1.360786e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -13607898.000000 Penalty: 1149.583374
	Iteration 132Q: 3 clusters Score -1.36079e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -13607902.000000 Penalty: 1149.583374
	Iteration 133Q: 3 clusters Score -1.36079e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -13607888.000000 Penalty: 1149.583374
	Iteration 134Q: 3 clusters Score -1.360789e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161977 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -13607856.000000 Penalty: 1149.583374
	Iteration 135Q: 3 clusters Score -1.360786e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -13607844.000000 Penalty: 1149.583374
	Iteration 136Q: 3 clusters Score -1.360784e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162702 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -13607864.000000 Penalty: 1149.583374
	Iteration 137Q: 3 clusters Score -1.360786e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -13607835.000000 Penalty: 1149.583374
	Iteration 138Q: 3 clusters Score -1.360784e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 142804 members 
Entering Unmasked Estep 
Score: -13607849.000000 Penalty: 1149.583374
	Iteration 139Q: 3 clusters Score -1.360785e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -13607870.000000 Penalty: 1149.583374
	Iteration 140F: 3 clusters Score -1.360787e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -13607913.000000 Penalty: 1149.583374
	Iteration 141Q: 3 clusters Score -1.360791e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -13607905.000000 Penalty: 1149.583374
	Iteration 142Q: 3 clusters Score -1.36079e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 140783 members 
Entering Unmasked Estep 
Score: -13607880.000000 Penalty: 1149.583374
	Iteration 143Q: 3 clusters Score -1.360788e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 140224 members 
Entering Unmasked Estep 
Score: -13607865.000000 Penalty: 1149.583374
	Iteration 144Q: 3 clusters Score -1.360786e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -13607908.000000 Penalty: 1149.583374
	Iteration 145Q: 3 clusters Score -1.360791e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -13607853.000000 Penalty: 1149.583374
	Iteration 146Q: 3 clusters Score -1.360785e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -13607709.000000 Penalty: 1149.583374
	Iteration 147Q: 3 clusters Score -1.360771e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 137900 members 
Entering Unmasked Estep 
Score: -13607721.000000 Penalty: 1149.583374
	Iteration 148Q: 3 clusters Score -1.360772e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -13607736.000000 Penalty: 1149.583374
	Iteration 149Q: 3 clusters Score -1.360774e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169640 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -13607751.000000 Penalty: 1149.583374
	Iteration 150Q: 3 clusters Score -1.360775e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -13607729.000000 Penalty: 1149.583374
	Iteration 151Q: 3 clusters Score -1.360773e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -13607727.000000 Penalty: 1149.583374
	Iteration 152Q: 3 clusters Score -1.360773e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -13607760.000000 Penalty: 1149.583374
	Iteration 153Q: 3 clusters Score -1.360776e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -13607767.000000 Penalty: 1149.583374
	Iteration 154Q: 3 clusters Score -1.360777e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 133873 members 
Entering Unmasked Estep 
Score: -13607873.000000 Penalty: 1149.583374
	Iteration 155Q: 3 clusters Score -1.360787e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173184 members 
Mstep: Class 2 contains 133258 members 
Entering Unmasked Estep 
Score: -13607932.000000 Penalty: 1149.583374
	Iteration 156Q: 3 clusters Score -1.360793e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173867 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -13607974.000000 Penalty: 1149.583374
	Iteration 157Q: 3 clusters Score -1.360797e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174485 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
Score: -13607974.000000 Penalty: 1149.583374
	Iteration 158Q: 3 clusters Score -1.360797e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 131305 members 
Entering Unmasked Estep 
Score: -13607987.000000 Penalty: 1149.583374
	Iteration 159Q: 3 clusters Score -1.360799e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -13607920.000000 Penalty: 1149.583374
	Iteration 160F: 3 clusters Score -1.360792e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -13607920.000000 Penalty: 1149.583374
	Iteration 161Q: 3 clusters Score -1.360792e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177202 members 
Mstep: Class 2 contains 129240 members 
Entering Unmasked Estep 
Score: -13607880.000000 Penalty: 1149.583374
	Iteration 162Q: 3 clusters Score -1.360788e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -13607889.000000 Penalty: 1149.583374
	Iteration 163Q: 3 clusters Score -1.360789e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -13607864.000000 Penalty: 1149.583374
	Iteration 164Q: 3 clusters Score -1.360786e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -13607809.000000 Penalty: 1149.583374
	Iteration 165Q: 3 clusters Score -1.360781e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -13607787.000000 Penalty: 1149.583374
	Iteration 166Q: 3 clusters Score -1.360779e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 126251 members 
Entering Unmasked Estep 
Score: -13607761.000000 Penalty: 1149.583374
	Iteration 167Q: 3 clusters Score -1.360776e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -13607735.000000 Penalty: 1149.583374
	Iteration 168Q: 3 clusters Score -1.360774e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -13607790.000000 Penalty: 1149.583374
	Iteration 169Q: 3 clusters Score -1.360779e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -13607807.000000 Penalty: 1149.583374
	Iteration 170Q: 3 clusters Score -1.360781e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -13607841.000000 Penalty: 1149.583374
	Iteration 171Q: 3 clusters Score -1.360784e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -13607775.000000 Penalty: 1149.583374
	Iteration 172Q: 3 clusters Score -1.360778e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -13607792.000000 Penalty: 1149.583374
	Iteration 173Q: 3 clusters Score -1.360779e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184787 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -13607803.000000 Penalty: 1149.583374
	Iteration 174Q: 3 clusters Score -1.36078e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185547 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -13607817.000000 Penalty: 1149.583374
	Iteration 175Q: 3 clusters Score -1.360782e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186292 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -13607904.000000 Penalty: 1149.583374
	Iteration 176Q: 3 clusters Score -1.36079e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -13607923.000000 Penalty: 1149.583374
	Iteration 177Q: 3 clusters Score -1.360792e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187881 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -13607863.000000 Penalty: 1149.583374
	Iteration 178Q: 3 clusters Score -1.360786e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188610 members 
Mstep: Class 2 contains 117832 members 
Entering Unmasked Estep 
Score: -13607870.000000 Penalty: 1149.583374
	Iteration 179Q: 3 clusters Score -1.360787e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189379 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -13607830.000000 Penalty: 1149.583374
	Iteration 180F: 3 clusters Score -1.360783e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -13607830.000000 Penalty: 1149.583374
	Iteration 181Q: 3 clusters Score -1.360783e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190923 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -13607756.000000 Penalty: 1149.583374
	Iteration 182Q: 3 clusters Score -1.360776e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191715 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -13607748.000000 Penalty: 1149.583374
	Iteration 183Q: 3 clusters Score -1.360775e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192465 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -13607671.000000 Penalty: 1149.583374
	Iteration 184Q: 3 clusters Score -1.360767e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193234 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -13607708.000000 Penalty: 1149.583374
	Iteration 185Q: 3 clusters Score -1.360771e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194013 members 
Mstep: Class 2 contains 112429 members 
Entering Unmasked Estep 
Score: -13607774.000000 Penalty: 1149.583374
	Iteration 186Q: 3 clusters Score -1.360777e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194776 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -13607784.000000 Penalty: 1149.583374
	Iteration 187Q: 3 clusters Score -1.360778e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195503 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -13607792.000000 Penalty: 1149.583374
	Iteration 188Q: 3 clusters Score -1.360779e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196277 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -13607822.000000 Penalty: 1149.583374
	Iteration 189Q: 3 clusters Score -1.360782e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -13607767.000000 Penalty: 1149.583374
	Iteration 190Q: 3 clusters Score -1.360777e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197845 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -13607695.000000 Penalty: 1149.583374
	Iteration 191Q: 3 clusters Score -1.36077e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198598 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -13607722.000000 Penalty: 1149.583374
	Iteration 192Q: 3 clusters Score -1.360772e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -13607745.000000 Penalty: 1149.583374
	Iteration 193Q: 3 clusters Score -1.360774e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -13607714.000000 Penalty: 1149.583374
	Iteration 194Q: 3 clusters Score -1.360771e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200560 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -13607692.000000 Penalty: 1149.583374
	Iteration 195Q: 3 clusters Score -1.360769e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -13607673.000000 Penalty: 1149.583374
	Iteration 196Q: 3 clusters Score -1.360767e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201982 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -13607690.000000 Penalty: 1149.583374
	Iteration 197Q: 3 clusters Score -1.360769e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202684 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -13607769.000000 Penalty: 1149.583374
	Iteration 198Q: 3 clusters Score -1.360777e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203365 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -13607820.000000 Penalty: 1149.583374
	Iteration 199Q: 3 clusters Score -1.360782e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204066 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -13607837.000000 Penalty: 1149.583374
	Iteration 200F: 3 clusters Score -1.360784e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204827 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -13607833.000000 Penalty: 1149.583374
	Iteration 201Q: 3 clusters Score -1.360783e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205570 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -13607845.000000 Penalty: 1149.583374
	Iteration 202Q: 3 clusters Score -1.360784e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206287 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -13607843.000000 Penalty: 1149.583374
	Iteration 203Q: 3 clusters Score -1.360784e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206945 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -13607809.000000 Penalty: 1149.583374
	Iteration 204Q: 3 clusters Score -1.360781e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207600 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -13607839.000000 Penalty: 1149.583374
	Iteration 205Q: 3 clusters Score -1.360784e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208339 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -13607852.000000 Penalty: 1149.583374
	Iteration 206Q: 3 clusters Score -1.360785e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209132 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -13607779.000000 Penalty: 1149.583374
	Iteration 207Q: 3 clusters Score -1.360778e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209935 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -13607748.000000 Penalty: 1149.583374
	Iteration 208Q: 3 clusters Score -1.360775e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210749 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -13607768.000000 Penalty: 1149.583374
	Iteration 209Q: 3 clusters Score -1.360777e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -13607766.000000 Penalty: 1149.583374
	Iteration 210Q: 3 clusters Score -1.360777e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212406 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -13607740.000000 Penalty: 1149.583374
	Iteration 211Q: 3 clusters Score -1.360774e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213234 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -13607716.000000 Penalty: 1149.583374
	Iteration 212Q: 3 clusters Score -1.360772e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214118 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -13607689.000000 Penalty: 1149.583374
	Iteration 213Q: 3 clusters Score -1.360769e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214945 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -13607756.000000 Penalty: 1149.583374
	Iteration 214Q: 3 clusters Score -1.360776e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215734 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -13607763.000000 Penalty: 1149.583374
	Iteration 215Q: 3 clusters Score -1.360776e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216547 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -13607744.000000 Penalty: 1149.583374
	Iteration 216Q: 3 clusters Score -1.360774e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217316 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -13607750.000000 Penalty: 1149.583374
	Iteration 217Q: 3 clusters Score -1.360775e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218038 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -13607808.000000 Penalty: 1149.583374
	Iteration 218Q: 3 clusters Score -1.360781e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218749 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -13607868.000000 Penalty: 1149.583374
	Iteration 219Q: 3 clusters Score -1.360787e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219556 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -13607926.000000 Penalty: 1149.583374
	Iteration 220F: 3 clusters Score -1.360793e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220273 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -13607954.000000 Penalty: 1149.583374
	Iteration 221Q: 3 clusters Score -1.360795e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221115 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -13607892.000000 Penalty: 1149.583374
	Iteration 222Q: 3 clusters Score -1.360789e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221886 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -13607874.000000 Penalty: 1149.583374
	Iteration 223Q: 3 clusters Score -1.360787e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222669 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -13607855.000000 Penalty: 1149.583374
	Iteration 224Q: 3 clusters Score -1.360786e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223483 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -13607852.000000 Penalty: 1149.583374
	Iteration 225Q: 3 clusters Score -1.360785e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224348 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -13607871.000000 Penalty: 1149.583374
	Iteration 226Q: 3 clusters Score -1.360787e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225173 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -13607902.000000 Penalty: 1149.583374
	Iteration 227Q: 3 clusters Score -1.36079e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226008 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -13607885.000000 Penalty: 1149.583374
	Iteration 228Q: 3 clusters Score -1.360788e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -13607882.000000 Penalty: 1149.583374
	Iteration 229Q: 3 clusters Score -1.360788e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227635 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -13607804.000000 Penalty: 1149.583374
	Iteration 230Q: 3 clusters Score -1.36078e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228461 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -13607774.000000 Penalty: 1149.583374
	Iteration 231Q: 3 clusters Score -1.360777e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229268 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -13607732.000000 Penalty: 1149.583374
	Iteration 232Q: 3 clusters Score -1.360773e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -13607714.000000 Penalty: 1149.583374
	Iteration 233Q: 3 clusters Score -1.360771e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230956 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -13607724.000000 Penalty: 1149.583374
	Iteration 234Q: 3 clusters Score -1.360772e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231825 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -13607728.000000 Penalty: 1149.583374
	Iteration 235Q: 3 clusters Score -1.360773e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232587 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -13607703.000000 Penalty: 1149.583374
	Iteration 236Q: 3 clusters Score -1.36077e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233369 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -13607717.000000 Penalty: 1149.583374
	Iteration 237Q: 3 clusters Score -1.360772e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234153 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -13607657.000000 Penalty: 1149.583374
	Iteration 238Q: 3 clusters Score -1.360766e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234973 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -13607613.000000 Penalty: 1149.583374
	Iteration 239Q: 3 clusters Score -1.360761e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235738 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -13607638.000000 Penalty: 1149.583374
	Iteration 240F: 3 clusters Score -1.360764e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236527 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -13607589.000000 Penalty: 1149.583374
	Iteration 241Q: 3 clusters Score -1.360759e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237363 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -13607530.000000 Penalty: 1149.583374
	Iteration 242Q: 3 clusters Score -1.360753e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238240 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -13607599.000000 Penalty: 1149.583374
	Iteration 243Q: 3 clusters Score -1.36076e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239077 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -13607633.000000 Penalty: 1149.583374
	Iteration 244Q: 3 clusters Score -1.360763e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240025 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -13607554.000000 Penalty: 1149.583374
	Iteration 245Q: 3 clusters Score -1.360755e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240952 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -13607606.000000 Penalty: 1149.583374
	Iteration 246Q: 3 clusters Score -1.360761e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241827 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -13607630.000000 Penalty: 1149.583374
	Iteration 247Q: 3 clusters Score -1.360763e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242658 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -13607679.000000 Penalty: 1149.583374
	Iteration 248Q: 3 clusters Score -1.360768e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243591 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -13607647.000000 Penalty: 1149.583374
	Iteration 249Q: 3 clusters Score -1.360765e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244395 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -13607649.000000 Penalty: 1149.583374
	Iteration 250Q: 3 clusters Score -1.360765e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245254 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -13607730.000000 Penalty: 1149.583374
	Iteration 251Q: 3 clusters Score -1.360773e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246018 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -13607709.000000 Penalty: 1149.583374
	Iteration 252Q: 3 clusters Score -1.360771e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246856 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -13607746.000000 Penalty: 1149.583374
	Iteration 253Q: 3 clusters Score -1.360775e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247703 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -13607744.000000 Penalty: 1149.583374
	Iteration 254Q: 3 clusters Score -1.360774e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248485 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -13607713.000000 Penalty: 1149.583374
	Iteration 255Q: 3 clusters Score -1.360771e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249288 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -13607695.000000 Penalty: 1149.583374
	Iteration 256Q: 3 clusters Score -1.36077e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250104 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -13607775.000000 Penalty: 1149.583374
	Iteration 257Q: 3 clusters Score -1.360778e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250832 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -13607761.000000 Penalty: 1149.583374
	Iteration 258Q: 3 clusters Score -1.360776e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251543 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -13607744.000000 Penalty: 1149.583374
	Iteration 259Q: 3 clusters Score -1.360774e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252242 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -13607720.000000 Penalty: 1149.583374
	Iteration 260F: 3 clusters Score -1.360772e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252853 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -13607708.000000 Penalty: 1149.583374
	Iteration 261Q: 3 clusters Score -1.360771e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253460 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -13607730.000000 Penalty: 1149.583374
	Iteration 262Q: 3 clusters Score -1.360773e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254042 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -13607748.000000 Penalty: 1149.583374
	Iteration 263Q: 3 clusters Score -1.360775e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254553 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -13607720.000000 Penalty: 1149.583374
	Iteration 264Q: 3 clusters Score -1.360772e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255053 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -13607717.000000 Penalty: 1149.583374
	Iteration 265Q: 3 clusters Score -1.360772e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255535 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -13607704.000000 Penalty: 1149.583374
	Iteration 266Q: 3 clusters Score -1.36077e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256015 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -13607704.000000 Penalty: 1149.583374
	Iteration 267Q: 3 clusters Score -1.36077e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256539 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -13607693.000000 Penalty: 1149.583374
	Iteration 268Q: 3 clusters Score -1.360769e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256975 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -13607700.000000 Penalty: 1149.583374
	Iteration 269Q: 3 clusters Score -1.36077e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257384 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -13607669.000000 Penalty: 1149.583374
	Iteration 270Q: 3 clusters Score -1.360767e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257822 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -13607655.000000 Penalty: 1149.583374
	Iteration 271Q: 3 clusters Score -1.360766e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258328 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -13607696.000000 Penalty: 1149.583374
	Iteration 272Q: 3 clusters Score -1.36077e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258814 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -13607717.000000 Penalty: 1149.583374
	Iteration 273Q: 3 clusters Score -1.360772e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259307 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -13607747.000000 Penalty: 1149.583374
	Iteration 274Q: 3 clusters Score -1.360775e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259798 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -13607785.000000 Penalty: 1149.583374
	Iteration 275Q: 3 clusters Score -1.360778e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260301 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -13607764.000000 Penalty: 1149.583374
	Iteration 276Q: 3 clusters Score -1.360776e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260769 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -13607758.000000 Penalty: 1149.583374
	Iteration 277Q: 3 clusters Score -1.360776e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261257 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -13607726.000000 Penalty: 1149.583374
	Iteration 278Q: 3 clusters Score -1.360773e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261650 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -13607737.000000 Penalty: 1149.583374
	Iteration 279Q: 3 clusters Score -1.360774e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262014 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -13607698.000000 Penalty: 1149.583374
	Iteration 280F: 3 clusters Score -1.36077e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262420 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -13607700.000000 Penalty: 1149.583374
	Iteration 281Q: 3 clusters Score -1.36077e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262888 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -13607685.000000 Penalty: 1149.583374
	Iteration 282Q: 3 clusters Score -1.360768e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263294 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -13607700.000000 Penalty: 1149.583374
	Iteration 283Q: 3 clusters Score -1.36077e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263621 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -13607684.000000 Penalty: 1149.583374
	Iteration 284Q: 3 clusters Score -1.360768e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263967 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -13607688.000000 Penalty: 1149.583374
	Iteration 285Q: 3 clusters Score -1.360769e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264408 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -13607655.000000 Penalty: 1149.583374
	Iteration 286Q: 3 clusters Score -1.360766e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264939 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -13607619.000000 Penalty: 1149.583374
	Iteration 287Q: 3 clusters Score -1.360762e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265393 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -13607609.000000 Penalty: 1149.583374
	Iteration 288Q: 3 clusters Score -1.360761e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265882 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -13607606.000000 Penalty: 1149.583374
	Iteration 289Q: 3 clusters Score -1.360761e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266383 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -13607632.000000 Penalty: 1149.583374
	Iteration 290Q: 3 clusters Score -1.360763e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266963 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -13607611.000000 Penalty: 1149.583374
	Iteration 291Q: 3 clusters Score -1.360761e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -13607617.000000 Penalty: 1149.583374
	Iteration 292Q: 3 clusters Score -1.360762e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268061 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -13607607.000000 Penalty: 1149.583374
	Iteration 293Q: 3 clusters Score -1.360761e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268645 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -13607548.000000 Penalty: 1149.583374
	Iteration 294Q: 3 clusters Score -1.360755e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269299 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -13607507.000000 Penalty: 1149.583374
	Iteration 295Q: 3 clusters Score -1.360751e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269921 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -13607521.000000 Penalty: 1149.583374
	Iteration 296Q: 3 clusters Score -1.360752e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270496 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -13607556.000000 Penalty: 1149.583374
	Iteration 297Q: 3 clusters Score -1.360756e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271092 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -13607590.000000 Penalty: 1149.583374
	Iteration 298Q: 3 clusters Score -1.360759e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271702 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -13607646.000000 Penalty: 1149.583374
	Iteration 299Q: 3 clusters Score -1.360765e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272311 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -13607660.000000 Penalty: 1149.583374
	Iteration 300F: 3 clusters Score -1.360766e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272995 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13607603.000000 Penalty: 1149.583374
	Iteration 301Q: 3 clusters Score -1.36076e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273671 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -13607644.000000 Penalty: 1149.583374
	Iteration 302Q: 3 clusters Score -1.360764e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274269 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -13607649.000000 Penalty: 1149.583374
	Iteration 303Q: 3 clusters Score -1.360765e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274885 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -13607731.000000 Penalty: 1149.583374
	Iteration 304Q: 3 clusters Score -1.360773e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275555 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -13607771.000000 Penalty: 1149.583374
	Iteration 305Q: 3 clusters Score -1.360777e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -13607819.000000 Penalty: 1149.583374
	Iteration 306Q: 3 clusters Score -1.360782e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276765 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -13607823.000000 Penalty: 1149.583374
	Iteration 307Q: 3 clusters Score -1.360782e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277370 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -13607800.000000 Penalty: 1149.583374
	Iteration 308Q: 3 clusters Score -1.36078e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278039 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -13607765.000000 Penalty: 1149.583374
	Iteration 309Q: 3 clusters Score -1.360776e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278707 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -13607882.000000 Penalty: 1149.583374
	Iteration 310Q: 3 clusters Score -1.360788e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279392 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -13607912.000000 Penalty: 1149.583374
	Iteration 311Q: 3 clusters Score -1.360791e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -13607941.000000 Penalty: 1149.583374
	Iteration 312Q: 3 clusters Score -1.360794e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280748 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -13607947.000000 Penalty: 1149.583374
	Iteration 313Q: 3 clusters Score -1.360795e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281342 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -13607994.000000 Penalty: 1149.583374
	Iteration 314Q: 3 clusters Score -1.360799e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282000 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -13608010.000000 Penalty: 1149.583374
	Iteration 315Q: 3 clusters Score -1.360801e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282521 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -13607982.000000 Penalty: 1149.583374
	Iteration 316Q: 3 clusters Score -1.360798e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283143 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -13607959.000000 Penalty: 1149.583374
	Iteration 317Q: 3 clusters Score -1.360796e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283704 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -13607945.000000 Penalty: 1149.583374
	Iteration 318Q: 3 clusters Score -1.360794e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284325 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -13607886.000000 Penalty: 1149.583374
	Iteration 319Q: 3 clusters Score -1.360789e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284932 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -13607845.000000 Penalty: 1149.583374
	Iteration 320F: 3 clusters Score -1.360784e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285487 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -13607791.000000 Penalty: 1149.583374
	Iteration 321Q: 3 clusters Score -1.360779e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286019 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -13607700.000000 Penalty: 1149.583374
	Iteration 322Q: 3 clusters Score -1.36077e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286377 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -13607701.000000 Penalty: 1149.583374
	Iteration 323Q: 3 clusters Score -1.36077e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286769 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -13607663.000000 Penalty: 1149.583374
	Iteration 324Q: 3 clusters Score -1.360766e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287293 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -13607540.000000 Penalty: 1149.583374
	Iteration 325Q: 3 clusters Score -1.360754e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287671 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -13607516.000000 Penalty: 1149.583374
	Iteration 326Q: 3 clusters Score -1.360752e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288160 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -13607443.000000 Penalty: 1149.583374
	Iteration 327Q: 3 clusters Score -1.360744e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288571 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -13607377.000000 Penalty: 1149.583374
	Iteration 328Q: 3 clusters Score -1.360738e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288951 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -13607362.000000 Penalty: 1149.583374
	Iteration 329Q: 3 clusters Score -1.360736e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289484 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -13607298.000000 Penalty: 1149.583374
	Iteration 330Q: 3 clusters Score -1.36073e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290103 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -13607248.000000 Penalty: 1149.583374
	Iteration 331Q: 3 clusters Score -1.360725e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290608 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -13607205.000000 Penalty: 1149.583374
	Iteration 332Q: 3 clusters Score -1.36072e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291048 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -13607203.000000 Penalty: 1149.583374
	Iteration 333Q: 3 clusters Score -1.36072e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291479 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -13607201.000000 Penalty: 1149.583374
	Iteration 334Q: 3 clusters Score -1.36072e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291933 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -13607140.000000 Penalty: 1149.583374
	Iteration 335Q: 3 clusters Score -1.360714e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292472 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -13607048.000000 Penalty: 1149.583374
	Iteration 336Q: 3 clusters Score -1.360705e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292912 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -13607033.000000 Penalty: 1149.583374
	Iteration 337Q: 3 clusters Score -1.360703e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293399 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -13607029.000000 Penalty: 1149.583374
	Iteration 338Q: 3 clusters Score -1.360703e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293845 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -13606977.000000 Penalty: 1149.583374
	Iteration 339Q: 3 clusters Score -1.360698e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294249 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -13606980.000000 Penalty: 1149.583374
	Iteration 340F: 3 clusters Score -1.360698e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294686 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -13606992.000000 Penalty: 1149.583374
	Iteration 341Q: 3 clusters Score -1.360699e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295298 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -13606985.000000 Penalty: 1149.583374
	Iteration 342Q: 3 clusters Score -1.360698e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295744 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -13606948.000000 Penalty: 1149.583374
	Iteration 343Q: 3 clusters Score -1.360695e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296239 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -13606890.000000 Penalty: 1149.583374
	Iteration 344Q: 3 clusters Score -1.360689e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296727 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -13606807.000000 Penalty: 1149.583374
	Iteration 345Q: 3 clusters Score -1.360681e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297106 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -13606779.000000 Penalty: 1149.583374
	Iteration 346Q: 3 clusters Score -1.360678e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297527 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -13606735.000000 Penalty: 1149.583374
	Iteration 347Q: 3 clusters Score -1.360674e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297925 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -13606688.000000 Penalty: 1149.583374
	Iteration 348Q: 3 clusters Score -1.360669e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298299 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -13606675.000000 Penalty: 1149.583374
	Iteration 349Q: 3 clusters Score -1.360668e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298705 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -13606664.000000 Penalty: 1149.583374
	Iteration 350Q: 3 clusters Score -1.360666e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299020 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -13606673.000000 Penalty: 1149.583374
	Iteration 351Q: 3 clusters Score -1.360667e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299370 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -13606632.000000 Penalty: 1149.583374
	Iteration 352Q: 3 clusters Score -1.360663e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299732 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -13606596.000000 Penalty: 1149.583374
	Iteration 353Q: 3 clusters Score -1.36066e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299962 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13606573.000000 Penalty: 1149.583374
	Iteration 354Q: 3 clusters Score -1.360657e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300175 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -13606576.000000 Penalty: 1149.583374
	Iteration 355Q: 3 clusters Score -1.360658e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300506 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -13606545.000000 Penalty: 1149.583374
	Iteration 356Q: 3 clusters Score -1.360654e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300722 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -13606549.000000 Penalty: 1149.583374
	Iteration 357Q: 3 clusters Score -1.360655e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301006 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -13606549.000000 Penalty: 1149.583374
	Iteration 358Q: 3 clusters Score -1.360655e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301254 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -13606508.000000 Penalty: 1149.583374
	Iteration 359Q: 3 clusters Score -1.360651e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301464 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -13606539.000000 Penalty: 1149.583374
	Iteration 360F: 3 clusters Score -1.360654e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301703 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -13606552.000000 Penalty: 1149.583374
	Iteration 361Q: 3 clusters Score -1.360655e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301954 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13606547.000000 Penalty: 1149.583374
	Iteration 362Q: 3 clusters Score -1.360655e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302163 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -13606519.000000 Penalty: 1149.583374
	Iteration 363Q: 3 clusters Score -1.360652e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302358 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -13606504.000000 Penalty: 1149.583374
	Iteration 364Q: 3 clusters Score -1.36065e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302473 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13606516.000000 Penalty: 1149.583374
	Iteration 365Q: 3 clusters Score -1.360652e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302609 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -13606508.000000 Penalty: 1149.583374
	Iteration 366Q: 3 clusters Score -1.360651e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302747 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -13606505.000000 Penalty: 1149.583374
	Iteration 367Q: 3 clusters Score -1.36065e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302928 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -13606469.000000 Penalty: 1149.583374
	Iteration 368Q: 3 clusters Score -1.360647e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303015 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -13606459.000000 Penalty: 1149.583374
	Iteration 369Q: 3 clusters Score -1.360646e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303110 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -13606475.000000 Penalty: 1149.583374
	Iteration 370Q: 3 clusters Score -1.360648e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303231 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -13606465.000000 Penalty: 1149.583374
	Iteration 371Q: 3 clusters Score -1.360646e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303323 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13606459.000000 Penalty: 1149.583374
	Iteration 372Q: 3 clusters Score -1.360646e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303412 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -13606467.000000 Penalty: 1149.583374
	Iteration 373Q: 3 clusters Score -1.360647e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303494 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13606466.000000 Penalty: 1149.583374
	Iteration 374Q: 3 clusters Score -1.360647e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303568 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -13606449.000000 Penalty: 1149.583374
	Iteration 375Q: 3 clusters Score -1.360645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303648 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -13606449.000000 Penalty: 1149.583374
	Iteration 376Q: 3 clusters Score -1.360645e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303721 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -13606452.000000 Penalty: 1149.583374
	Iteration 377Q: 3 clusters Score -1.360645e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303762 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13606451.000000 Penalty: 1149.583374
	Iteration 378Q: 3 clusters Score -1.360645e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303810 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -13606418.000000 Penalty: 1149.583374
	Iteration 379Q: 3 clusters Score -1.360642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303878 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -13606423.000000 Penalty: 1149.583374
	Iteration 380F: 3 clusters Score -1.360642e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303949 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -13606433.000000 Penalty: 1149.583374
	Iteration 381Q: 3 clusters Score -1.360643e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304039 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13606409.000000 Penalty: 1149.583374
	Iteration 382Q: 3 clusters Score -1.360641e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304100 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13606386.000000 Penalty: 1149.583374
	Iteration 383Q: 3 clusters Score -1.360639e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304152 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -13606372.000000 Penalty: 1149.583374
	Iteration 384Q: 3 clusters Score -1.360637e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304209 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -13606350.000000 Penalty: 1149.583374
	Iteration 385Q: 3 clusters Score -1.360635e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304293 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13606369.000000 Penalty: 1149.583374
	Iteration 386Q: 3 clusters Score -1.360637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304360 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13606352.000000 Penalty: 1149.583374
	Iteration 387Q: 3 clusters Score -1.360635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304410 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13606353.000000 Penalty: 1149.583374
	Iteration 388Q: 3 clusters Score -1.360635e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304460 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13606357.000000 Penalty: 1149.583374
	Iteration 389Q: 3 clusters Score -1.360636e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304492 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13606350.000000 Penalty: 1149.583374
	Iteration 390Q: 3 clusters Score -1.360635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304530 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13606360.000000 Penalty: 1149.583374
	Iteration 391Q: 3 clusters Score -1.360636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304546 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13606353.000000 Penalty: 1149.583374
	Iteration 392Q: 3 clusters Score -1.360635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304561 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -13606354.000000 Penalty: 1149.583374
	Iteration 393Q: 3 clusters Score -1.360635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304573 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13606354.000000 Penalty: 1149.583374
	Iteration 394Q: 3 clusters Score -1.360635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304586 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13606355.000000 Penalty: 1149.583374
	Iteration 395Q: 3 clusters Score -1.360636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304598 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13606366.000000 Penalty: 1149.583374
	Iteration 396Q: 3 clusters Score -1.360637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304604 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13606364.000000 Penalty: 1149.583374
	Iteration 397Q: 3 clusters Score -1.360636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304608 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -13606356.000000 Penalty: 1149.583374
	Iteration 398Q: 3 clusters Score -1.360636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13606356.000000 Penalty: 1149.583374
	Iteration 399Q: 3 clusters Score -1.360636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304603 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13606362.000000 Penalty: 1149.583374
	Iteration 400F: 3 clusters Score -1.360636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304605 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13606357.000000 Penalty: 1149.583374
	Iteration 401Q: 3 clusters Score -1.360636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304617 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13606357.000000 Penalty: 1149.583374
	Iteration 402Q: 3 clusters Score -1.360636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304611 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13606364.000000 Penalty: 1149.583374
	Iteration 403Q: 3 clusters Score -1.360636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304608 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -13606363.000000 Penalty: 1149.583374
	Iteration 404Q: 3 clusters Score -1.360636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304608 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -13606358.000000 Penalty: 1149.583374
	Iteration 405Q: 3 clusters Score -1.360636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304615 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13606358.000000 Penalty: 1149.583374
	Iteration 406Q: 3 clusters Score -1.360636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304614 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13606360.000000 Penalty: 1149.583374
	Iteration 407Q: 3 clusters Score -1.360636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304615 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13606362.000000 Penalty: 1149.583374
	Iteration 408Q: 3 clusters Score -1.360636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304611 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13606357.000000 Penalty: 1149.583374
	Iteration 409Q: 3 clusters Score -1.360636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13606353.000000 Penalty: 1149.583374
	Iteration 410Q: 3 clusters Score -1.360635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304613 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13606356.000000 Penalty: 1149.583374
	Iteration 411Q: 3 clusters Score -1.360636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304616 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13606364.000000 Penalty: 1149.583374
	Iteration 412Q: 3 clusters Score -1.360636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304624 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13606348.000000 Penalty: 1149.583374
	Iteration 413Q: 3 clusters Score -1.360635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304616 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13606355.000000 Penalty: 1149.583374
	Iteration 414Q: 3 clusters Score -1.360636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304629 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13606351.000000 Penalty: 1149.583374
	Iteration 415Q: 3 clusters Score -1.360635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304641 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -13606351.000000 Penalty: 1149.583374
	Iteration 416Q: 3 clusters Score -1.360635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304657 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13606341.000000 Penalty: 1149.583374
	Iteration 417Q: 3 clusters Score -1.360634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304667 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13606351.000000 Penalty: 1149.583374
	Iteration 418Q: 3 clusters Score -1.360635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304680 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13606353.000000 Penalty: 1149.583374
	Iteration 419Q: 3 clusters Score -1.360635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304692 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13606342.000000 Penalty: 1149.583374
	Iteration 420F: 3 clusters Score -1.360634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304707 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13606352.000000 Penalty: 1149.583374
	Iteration 421Q: 3 clusters Score -1.360635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304715 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13606346.000000 Penalty: 1149.583374
	Iteration 422Q: 3 clusters Score -1.360635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304716 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -13606347.000000 Penalty: 1149.583374
	Iteration 423Q: 3 clusters Score -1.360635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304727 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -13606351.000000 Penalty: 1149.583374
	Iteration 424Q: 3 clusters Score -1.360635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304730 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13606346.000000 Penalty: 1149.583374
	Iteration 425Q: 3 clusters Score -1.360635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13606362.000000 Penalty: 1149.583374
	Iteration 426Q: 3 clusters Score -1.360636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13606368.000000 Penalty: 1149.583374
	Iteration 427Q: 3 clusters Score -1.360637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304736 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13606361.000000 Penalty: 1149.583374
	Iteration 428Q: 3 clusters Score -1.360636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13606379.000000 Penalty: 1149.583374
	Iteration 429Q: 3 clusters Score -1.360638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13606376.000000 Penalty: 1149.583374
	Iteration 430Q: 3 clusters Score -1.360638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304743 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13606375.000000 Penalty: 1149.583374
	Iteration 431Q: 3 clusters Score -1.360638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304743 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13606375.000000 Penalty: 1149.583374
	Iteration 432F: 3 clusters Score -1.360638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -39510.527344 Penalty: 318.886993
	Iteration 0F: 2 clusters Score -39510.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -38628.910156 Penalty: 637.773987
	Iteration 0F: 3 clusters Score -38628.91 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -38877.195312 Penalty: 637.773987
	Iteration 1F: 3 clusters Score -38877.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -38921.722656 Penalty: 637.773987
	Iteration 2F: 3 clusters Score -38921.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -38956.476562 Penalty: 637.773987
	Iteration 3F: 3 clusters Score -38956.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -38994.796875 Penalty: 637.773987
	Iteration 4Q: 3 clusters Score -38994.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -39047.625000 Penalty: 637.773987
	Iteration 5Q: 3 clusters Score -39047.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -39158.980469 Penalty: 637.773987
	Iteration 6F: 3 clusters Score -39158.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -39315.527344 Penalty: 637.773987
	Iteration 7F: 3 clusters Score -39315.53 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -39461.871094 Penalty: 637.773987
	Iteration 8F: 3 clusters Score -39461.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -39560.261719 Penalty: 637.773987
	Iteration 9F: 3 clusters Score -39560.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -39633.085938 Penalty: 637.773987
	Iteration 10Q: 3 clusters Score -39633.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -39684.214844 Penalty: 637.773987
	Iteration 11Q: 3 clusters Score -39684.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -39697.128906 Penalty: 637.773987
	Iteration 12Q: 3 clusters Score -39697.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -39699.804688 Penalty: 637.773987
	Iteration 13Q: 3 clusters Score -39699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -39701.210938 Penalty: 637.773987
	Iteration 14Q: 3 clusters Score -39701.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -39701.210938 Penalty: 637.773987
	Iteration 15F: 3 clusters Score -39701.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 138122 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 306442 members 
Mstep: Class 5 contains 102 members 
Mstep: Class 6 contains 295027 members 
Mstep: Class 7 contains 22083 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41675 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 54659 members 
Mstep: Class 13 contains 148257 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 17 contains 17197 members 
Entering Unmasked Estep 
Score: -46936376.000000 Penalty: 10137.530273
Splitting cluster 5 changes total score from -46936488.000000 to -46936376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (295027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295027 members 
Entering Unmasked Estep 
Score: -12898742.000000 Penalty: 573.064392
	Iteration 0F: 2 clusters Score -1.289874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -12697299.000000 Penalty: 1146.128784
	Iteration 0F: 3 clusters Score -1.26973e+07 nChanged 145666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 144724 members 
Entering Unmasked Estep 
Score: -12786405.000000 Penalty: 1146.128784
	Iteration 1F: 3 clusters Score -1.27864e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -12790163.000000 Penalty: 1146.128784
	Iteration 2Q: 3 clusters Score -1.279016e+07 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -12797136.000000 Penalty: 1146.128784
	Iteration 3Q: 3 clusters Score -1.279714e+07 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 139564 members 
Entering Unmasked Estep 
Score: -12810080.000000 Penalty: 1146.128784
	Iteration 4F: 3 clusters Score -1.281008e+07 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -12831157.000000 Penalty: 1146.128784
	Iteration 5F: 3 clusters Score -1.283116e+07 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157828 members 
Mstep: Class 2 contains 137199 members 
Entering Unmasked Estep 
Score: -12852969.000000 Penalty: 1146.128784
	Iteration 6F: 3 clusters Score -1.285297e+07 nChanged 18087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -12865362.000000 Penalty: 1146.128784
	Iteration 7F: 3 clusters Score -1.286536e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -12871402.000000 Penalty: 1146.128784
	Iteration 8Q: 3 clusters Score -1.28714e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -12875782.000000 Penalty: 1146.128784
	Iteration 9Q: 3 clusters Score -1.287578e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 142297 members 
Entering Unmasked Estep 
Score: -12879607.000000 Penalty: 1146.128784
	Iteration 10Q: 3 clusters Score -1.287961e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 144851 members 
Entering Unmasked Estep 
Score: -12883438.000000 Penalty: 1146.128784
	Iteration 11Q: 3 clusters Score -1.288344e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -12886901.000000 Penalty: 1146.128784
	Iteration 12Q: 3 clusters Score -1.28869e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -12889511.000000 Penalty: 1146.128784
	Iteration 13Q: 3 clusters Score -1.288951e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142961 members 
Mstep: Class 2 contains 152066 members 
Entering Unmasked Estep 
Score: -12891294.000000 Penalty: 1146.128784
	Iteration 14Q: 3 clusters Score -1.289129e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -12892255.000000 Penalty: 1146.128784
	Iteration 15Q: 3 clusters Score -1.289226e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139496 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -12892821.000000 Penalty: 1146.128784
	Iteration 16Q: 3 clusters Score -1.289282e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -12893110.000000 Penalty: 1146.128784
	Iteration 17Q: 3 clusters Score -1.289311e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -12893344.000000 Penalty: 1146.128784
	Iteration 18Q: 3 clusters Score -1.289334e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -12893558.000000 Penalty: 1146.128784
	Iteration 19Q: 3 clusters Score -1.289356e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133753 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -12893722.000000 Penalty: 1146.128784
	Iteration 20F: 3 clusters Score -1.289372e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132336 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -12893918.000000 Penalty: 1146.128784
	Iteration 21Q: 3 clusters Score -1.289392e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -12894003.000000 Penalty: 1146.128784
	Iteration 22Q: 3 clusters Score -1.2894e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 165404 members 
Entering Unmasked Estep 
Score: -12893987.000000 Penalty: 1146.128784
	Iteration 23Q: 3 clusters Score -1.289399e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -12894126.000000 Penalty: 1146.128784
	Iteration 24Q: 3 clusters Score -1.289413e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -12894167.000000 Penalty: 1146.128784
	Iteration 25Q: 3 clusters Score -1.289417e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125929 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -12894290.000000 Penalty: 1146.128784
	Iteration 26Q: 3 clusters Score -1.289429e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -12894335.000000 Penalty: 1146.128784
	Iteration 27Q: 3 clusters Score -1.289434e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -12894474.000000 Penalty: 1146.128784
	Iteration 28Q: 3 clusters Score -1.289447e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -12894472.000000 Penalty: 1146.128784
	Iteration 29Q: 3 clusters Score -1.289447e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -12894666.000000 Penalty: 1146.128784
	Iteration 30Q: 3 clusters Score -1.289467e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120016 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -12894753.000000 Penalty: 1146.128784
	Iteration 31Q: 3 clusters Score -1.289475e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -12894846.000000 Penalty: 1146.128784
	Iteration 32Q: 3 clusters Score -1.289485e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 177323 members 
Entering Unmasked Estep 
Score: -12894952.000000 Penalty: 1146.128784
	Iteration 33Q: 3 clusters Score -1.289495e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -12894988.000000 Penalty: 1146.128784
	Iteration 34Q: 3 clusters Score -1.289499e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -12895074.000000 Penalty: 1146.128784
	Iteration 35Q: 3 clusters Score -1.289507e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 181305 members 
Entering Unmasked Estep 
Score: -12895136.000000 Penalty: 1146.128784
	Iteration 36Q: 3 clusters Score -1.289514e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112442 members 
Mstep: Class 2 contains 182585 members 
Entering Unmasked Estep 
Score: -12895259.000000 Penalty: 1146.128784
	Iteration 37Q: 3 clusters Score -1.289526e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -12895273.000000 Penalty: 1146.128784
	Iteration 38Q: 3 clusters Score -1.289527e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 185066 members 
Entering Unmasked Estep 
Score: -12895386.000000 Penalty: 1146.128784
	Iteration 39Q: 3 clusters Score -1.289539e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 186223 members 
Entering Unmasked Estep 
Score: -12895466.000000 Penalty: 1146.128784
	Iteration 40F: 3 clusters Score -1.289547e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 187353 members 
Entering Unmasked Estep 
Score: -12895612.000000 Penalty: 1146.128784
	Iteration 41Q: 3 clusters Score -1.289561e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 188478 members 
Entering Unmasked Estep 
Score: -12895638.000000 Penalty: 1146.128784
	Iteration 42Q: 3 clusters Score -1.289564e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 189583 members 
Entering Unmasked Estep 
Score: -12895675.000000 Penalty: 1146.128784
	Iteration 43Q: 3 clusters Score -1.289568e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 190661 members 
Entering Unmasked Estep 
Score: -12895713.000000 Penalty: 1146.128784
	Iteration 44Q: 3 clusters Score -1.289571e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 191755 members 
Entering Unmasked Estep 
Score: -12895796.000000 Penalty: 1146.128784
	Iteration 45Q: 3 clusters Score -1.28958e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 192846 members 
Entering Unmasked Estep 
Score: -12895841.000000 Penalty: 1146.128784
	Iteration 46Q: 3 clusters Score -1.289584e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 193945 members 
Entering Unmasked Estep 
Score: -12895953.000000 Penalty: 1146.128784
	Iteration 47Q: 3 clusters Score -1.289595e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -12896066.000000 Penalty: 1146.128784
	Iteration 48Q: 3 clusters Score -1.289607e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 196143 members 
Entering Unmasked Estep 
Score: -12896190.000000 Penalty: 1146.128784
	Iteration 49Q: 3 clusters Score -1.289619e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 197240 members 
Entering Unmasked Estep 
Score: -12896319.000000 Penalty: 1146.128784
	Iteration 50Q: 3 clusters Score -1.289632e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 198387 members 
Entering Unmasked Estep 
Score: -12896443.000000 Penalty: 1146.128784
	Iteration 51Q: 3 clusters Score -1.289644e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 199516 members 
Entering Unmasked Estep 
Score: -12896489.000000 Penalty: 1146.128784
	Iteration 52Q: 3 clusters Score -1.289649e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 200648 members 
Entering Unmasked Estep 
Score: -12896529.000000 Penalty: 1146.128784
	Iteration 53Q: 3 clusters Score -1.289653e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 201783 members 
Entering Unmasked Estep 
Score: -12896618.000000 Penalty: 1146.128784
	Iteration 54Q: 3 clusters Score -1.289662e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 202828 members 
Entering Unmasked Estep 
Score: -12896593.000000 Penalty: 1146.128784
	Iteration 55Q: 3 clusters Score -1.289659e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 203891 members 
Entering Unmasked Estep 
Score: -12896697.000000 Penalty: 1146.128784
	Iteration 56Q: 3 clusters Score -1.28967e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -12896721.000000 Penalty: 1146.128784
	Iteration 57Q: 3 clusters Score -1.289672e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 205961 members 
Entering Unmasked Estep 
Score: -12896799.000000 Penalty: 1146.128784
	Iteration 58Q: 3 clusters Score -1.28968e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 207049 members 
Entering Unmasked Estep 
Score: -12896778.000000 Penalty: 1146.128784
	Iteration 59Q: 3 clusters Score -1.289678e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -12896847.000000 Penalty: 1146.128784
	Iteration 60F: 3 clusters Score -1.289685e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 209026 members 
Entering Unmasked Estep 
Score: -12896869.000000 Penalty: 1146.128784
	Iteration 61Q: 3 clusters Score -1.289687e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 210019 members 
Entering Unmasked Estep 
Score: -12896874.000000 Penalty: 1146.128784
	Iteration 62Q: 3 clusters Score -1.289687e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 211012 members 
Entering Unmasked Estep 
Score: -12896946.000000 Penalty: 1146.128784
	Iteration 63Q: 3 clusters Score -1.289695e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 211962 members 
Entering Unmasked Estep 
Score: -12896959.000000 Penalty: 1146.128784
	Iteration 64Q: 3 clusters Score -1.289696e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 212945 members 
Entering Unmasked Estep 
Score: -12897034.000000 Penalty: 1146.128784
	Iteration 65Q: 3 clusters Score -1.289703e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 213879 members 
Entering Unmasked Estep 
Score: -12897084.000000 Penalty: 1146.128784
	Iteration 66Q: 3 clusters Score -1.289708e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -12897065.000000 Penalty: 1146.128784
	Iteration 67Q: 3 clusters Score -1.289706e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 215653 members 
Entering Unmasked Estep 
Score: -12897112.000000 Penalty: 1146.128784
	Iteration 68Q: 3 clusters Score -1.289711e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -12897171.000000 Penalty: 1146.128784
	Iteration 69Q: 3 clusters Score -1.289717e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 217328 members 
Entering Unmasked Estep 
Score: -12897251.000000 Penalty: 1146.128784
	Iteration 70Q: 3 clusters Score -1.289725e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 218105 members 
Entering Unmasked Estep 
Score: -12897298.000000 Penalty: 1146.128784
	Iteration 71Q: 3 clusters Score -1.28973e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 218875 members 
Entering Unmasked Estep 
Score: -12897314.000000 Penalty: 1146.128784
	Iteration 72Q: 3 clusters Score -1.289731e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 219681 members 
Entering Unmasked Estep 
Score: -12897368.000000 Penalty: 1146.128784
	Iteration 73Q: 3 clusters Score -1.289737e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 220478 members 
Entering Unmasked Estep 
Score: -12897388.000000 Penalty: 1146.128784
	Iteration 74Q: 3 clusters Score -1.289739e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 221267 members 
Entering Unmasked Estep 
Score: -12897388.000000 Penalty: 1146.128784
	Iteration 75Q: 3 clusters Score -1.289739e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 222052 members 
Entering Unmasked Estep 
Score: -12897320.000000 Penalty: 1146.128784
	Iteration 76Q: 3 clusters Score -1.289732e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 222797 members 
Entering Unmasked Estep 
Score: -12897316.000000 Penalty: 1146.128784
	Iteration 77Q: 3 clusters Score -1.289732e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 223541 members 
Entering Unmasked Estep 
Score: -12897374.000000 Penalty: 1146.128784
	Iteration 78Q: 3 clusters Score -1.289737e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 224301 members 
Entering Unmasked Estep 
Score: -12897422.000000 Penalty: 1146.128784
	Iteration 79Q: 3 clusters Score -1.289742e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 225053 members 
Entering Unmasked Estep 
Score: -12897438.000000 Penalty: 1146.128784
	Iteration 80F: 3 clusters Score -1.289744e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 225809 members 
Entering Unmasked Estep 
Score: -12897514.000000 Penalty: 1146.128784
	Iteration 81Q: 3 clusters Score -1.289751e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 226560 members 
Entering Unmasked Estep 
Score: -12897543.000000 Penalty: 1146.128784
	Iteration 82Q: 3 clusters Score -1.289754e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 227269 members 
Entering Unmasked Estep 
Score: -12897593.000000 Penalty: 1146.128784
	Iteration 83Q: 3 clusters Score -1.289759e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 228013 members 
Entering Unmasked Estep 
Score: -12897612.000000 Penalty: 1146.128784
	Iteration 84Q: 3 clusters Score -1.289761e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 228760 members 
Entering Unmasked Estep 
Score: -12897682.000000 Penalty: 1146.128784
	Iteration 85Q: 3 clusters Score -1.289768e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 229483 members 
Entering Unmasked Estep 
Score: -12897665.000000 Penalty: 1146.128784
	Iteration 86Q: 3 clusters Score -1.289766e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 230186 members 
Entering Unmasked Estep 
Score: -12897699.000000 Penalty: 1146.128784
	Iteration 87Q: 3 clusters Score -1.28977e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 230853 members 
Entering Unmasked Estep 
Score: -12897789.000000 Penalty: 1146.128784
	Iteration 88Q: 3 clusters Score -1.289779e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -12897871.000000 Penalty: 1146.128784
	Iteration 89Q: 3 clusters Score -1.289787e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 232114 members 
Entering Unmasked Estep 
Score: -12897867.000000 Penalty: 1146.128784
	Iteration 90Q: 3 clusters Score -1.289787e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 232760 members 
Entering Unmasked Estep 
Score: -12897899.000000 Penalty: 1146.128784
	Iteration 91Q: 3 clusters Score -1.28979e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 233379 members 
Entering Unmasked Estep 
Score: -12897858.000000 Penalty: 1146.128784
	Iteration 92Q: 3 clusters Score -1.289786e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 233989 members 
Entering Unmasked Estep 
Score: -12897873.000000 Penalty: 1146.128784
	Iteration 93Q: 3 clusters Score -1.289787e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 234597 members 
Entering Unmasked Estep 
Score: -12897869.000000 Penalty: 1146.128784
	Iteration 94Q: 3 clusters Score -1.289787e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 235192 members 
Entering Unmasked Estep 
Score: -12897860.000000 Penalty: 1146.128784
	Iteration 95Q: 3 clusters Score -1.289786e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 235731 members 
Entering Unmasked Estep 
Score: -12897836.000000 Penalty: 1146.128784
	Iteration 96Q: 3 clusters Score -1.289784e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 236262 members 
Entering Unmasked Estep 
Score: -12897851.000000 Penalty: 1146.128784
	Iteration 97Q: 3 clusters Score -1.289785e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 236812 members 
Entering Unmasked Estep 
Score: -12897891.000000 Penalty: 1146.128784
	Iteration 98Q: 3 clusters Score -1.289789e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 237362 members 
Entering Unmasked Estep 
Score: -12897913.000000 Penalty: 1146.128784
	Iteration 99Q: 3 clusters Score -1.289791e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 237874 members 
Entering Unmasked Estep 
Score: -12897933.000000 Penalty: 1146.128784
	Iteration 100F: 3 clusters Score -1.289793e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 238362 members 
Entering Unmasked Estep 
Score: -12897971.000000 Penalty: 1146.128784
	Iteration 101Q: 3 clusters Score -1.289797e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 238869 members 
Entering Unmasked Estep 
Score: -12897938.000000 Penalty: 1146.128784
	Iteration 102Q: 3 clusters Score -1.289794e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 239381 members 
Entering Unmasked Estep 
Score: -12898002.000000 Penalty: 1146.128784
	Iteration 103Q: 3 clusters Score -1.2898e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 239894 members 
Entering Unmasked Estep 
Score: -12898059.000000 Penalty: 1146.128784
	Iteration 104Q: 3 clusters Score -1.289806e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 240379 members 
Entering Unmasked Estep 
Score: -12898060.000000 Penalty: 1146.128784
	Iteration 105Q: 3 clusters Score -1.289806e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 240833 members 
Entering Unmasked Estep 
Score: -12898030.000000 Penalty: 1146.128784
	Iteration 106Q: 3 clusters Score -1.289803e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 241313 members 
Entering Unmasked Estep 
Score: -12898007.000000 Penalty: 1146.128784
	Iteration 107Q: 3 clusters Score -1.289801e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 241748 members 
Entering Unmasked Estep 
Score: -12898104.000000 Penalty: 1146.128784
	Iteration 108Q: 3 clusters Score -1.28981e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 242183 members 
Entering Unmasked Estep 
Score: -12898134.000000 Penalty: 1146.128784
	Iteration 109Q: 3 clusters Score -1.289813e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 242617 members 
Entering Unmasked Estep 
Score: -12898138.000000 Penalty: 1146.128784
	Iteration 110Q: 3 clusters Score -1.289814e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 243032 members 
Entering Unmasked Estep 
Score: -12898146.000000 Penalty: 1146.128784
	Iteration 111Q: 3 clusters Score -1.289815e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 243444 members 
Entering Unmasked Estep 
Score: -12898139.000000 Penalty: 1146.128784
	Iteration 112Q: 3 clusters Score -1.289814e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 243873 members 
Entering Unmasked Estep 
Score: -12898184.000000 Penalty: 1146.128784
	Iteration 113Q: 3 clusters Score -1.289818e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 244302 members 
Entering Unmasked Estep 
Score: -12898223.000000 Penalty: 1146.128784
	Iteration 114Q: 3 clusters Score -1.289822e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 244715 members 
Entering Unmasked Estep 
Score: -12898198.000000 Penalty: 1146.128784
	Iteration 115Q: 3 clusters Score -1.28982e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 245130 members 
Entering Unmasked Estep 
Score: -12898166.000000 Penalty: 1146.128784
	Iteration 116Q: 3 clusters Score -1.289817e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 245508 members 
Entering Unmasked Estep 
Score: -12898170.000000 Penalty: 1146.128784
	Iteration 117Q: 3 clusters Score -1.289817e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 245884 members 
Entering Unmasked Estep 
Score: -12898148.000000 Penalty: 1146.128784
	Iteration 118Q: 3 clusters Score -1.289815e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 246213 members 
Entering Unmasked Estep 
Score: -12898208.000000 Penalty: 1146.128784
	Iteration 119Q: 3 clusters Score -1.289821e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 246533 members 
Entering Unmasked Estep 
Score: -12898242.000000 Penalty: 1146.128784
	Iteration 120F: 3 clusters Score -1.289824e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 246831 members 
Entering Unmasked Estep 
Score: -12898235.000000 Penalty: 1146.128784
	Iteration 121Q: 3 clusters Score -1.289824e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 247132 members 
Entering Unmasked Estep 
Score: -12898236.000000 Penalty: 1146.128784
	Iteration 122Q: 3 clusters Score -1.289824e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 247430 members 
Entering Unmasked Estep 
Score: -12898173.000000 Penalty: 1146.128784
	Iteration 123Q: 3 clusters Score -1.289817e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 247736 members 
Entering Unmasked Estep 
Score: -12898148.000000 Penalty: 1146.128784
	Iteration 124Q: 3 clusters Score -1.289815e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 248021 members 
Entering Unmasked Estep 
Score: -12898133.000000 Penalty: 1146.128784
	Iteration 125Q: 3 clusters Score -1.289813e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 248335 members 
Entering Unmasked Estep 
Score: -12898160.000000 Penalty: 1146.128784
	Iteration 126Q: 3 clusters Score -1.289816e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 248676 members 
Entering Unmasked Estep 
Score: -12898160.000000 Penalty: 1146.128784
	Iteration 127Q: 3 clusters Score -1.289816e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 248999 members 
Entering Unmasked Estep 
Score: -12898203.000000 Penalty: 1146.128784
	Iteration 128Q: 3 clusters Score -1.28982e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 249283 members 
Entering Unmasked Estep 
Score: -12898227.000000 Penalty: 1146.128784
	Iteration 129Q: 3 clusters Score -1.289823e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 249552 members 
Entering Unmasked Estep 
Score: -12898237.000000 Penalty: 1146.128784
	Iteration 130Q: 3 clusters Score -1.289824e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 249831 members 
Entering Unmasked Estep 
Score: -12898262.000000 Penalty: 1146.128784
	Iteration 131Q: 3 clusters Score -1.289826e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 250116 members 
Entering Unmasked Estep 
Score: -12898259.000000 Penalty: 1146.128784
	Iteration 132Q: 3 clusters Score -1.289826e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 250379 members 
Entering Unmasked Estep 
Score: -12898292.000000 Penalty: 1146.128784
	Iteration 133Q: 3 clusters Score -1.289829e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 250659 members 
Entering Unmasked Estep 
Score: -12898323.000000 Penalty: 1146.128784
	Iteration 134Q: 3 clusters Score -1.289832e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 250932 members 
Entering Unmasked Estep 
Score: -12898318.000000 Penalty: 1146.128784
	Iteration 135Q: 3 clusters Score -1.289832e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 251174 members 
Entering Unmasked Estep 
Score: -12898316.000000 Penalty: 1146.128784
	Iteration 136Q: 3 clusters Score -1.289832e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 251425 members 
Entering Unmasked Estep 
Score: -12898309.000000 Penalty: 1146.128784
	Iteration 137Q: 3 clusters Score -1.289831e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 251654 members 
Entering Unmasked Estep 
Score: -12898314.000000 Penalty: 1146.128784
	Iteration 138Q: 3 clusters Score -1.289831e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 251888 members 
Entering Unmasked Estep 
Score: -12898296.000000 Penalty: 1146.128784
	Iteration 139Q: 3 clusters Score -1.28983e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 252111 members 
Entering Unmasked Estep 
Score: -12898289.000000 Penalty: 1146.128784
	Iteration 140F: 3 clusters Score -1.289829e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 252288 members 
Entering Unmasked Estep 
Score: -12898302.000000 Penalty: 1146.128784
	Iteration 141Q: 3 clusters Score -1.28983e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 252461 members 
Entering Unmasked Estep 
Score: -12898320.000000 Penalty: 1146.128784
	Iteration 142Q: 3 clusters Score -1.289832e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 252648 members 
Entering Unmasked Estep 
Score: -12898316.000000 Penalty: 1146.128784
	Iteration 143Q: 3 clusters Score -1.289832e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 252827 members 
Entering Unmasked Estep 
Score: -12898330.000000 Penalty: 1146.128784
	Iteration 144Q: 3 clusters Score -1.289833e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 253028 members 
Entering Unmasked Estep 
Score: -12898363.000000 Penalty: 1146.128784
	Iteration 145Q: 3 clusters Score -1.289836e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 253219 members 
Entering Unmasked Estep 
Score: -12898368.000000 Penalty: 1146.128784
	Iteration 146Q: 3 clusters Score -1.289837e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 253390 members 
Entering Unmasked Estep 
Score: -12898363.000000 Penalty: 1146.128784
	Iteration 147Q: 3 clusters Score -1.289836e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 253542 members 
Entering Unmasked Estep 
Score: -12898344.000000 Penalty: 1146.128784
	Iteration 148Q: 3 clusters Score -1.289834e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 253667 members 
Entering Unmasked Estep 
Score: -12898341.000000 Penalty: 1146.128784
	Iteration 149Q: 3 clusters Score -1.289834e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 253795 members 
Entering Unmasked Estep 
Score: -12898329.000000 Penalty: 1146.128784
	Iteration 150Q: 3 clusters Score -1.289833e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 253900 members 
Entering Unmasked Estep 
Score: -12898332.000000 Penalty: 1146.128784
	Iteration 151Q: 3 clusters Score -1.289833e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 254006 members 
Entering Unmasked Estep 
Score: -12898319.000000 Penalty: 1146.128784
	Iteration 152Q: 3 clusters Score -1.289832e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 254112 members 
Entering Unmasked Estep 
Score: -12898307.000000 Penalty: 1146.128784
	Iteration 153Q: 3 clusters Score -1.289831e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 254217 members 
Entering Unmasked Estep 
Score: -12898287.000000 Penalty: 1146.128784
	Iteration 154Q: 3 clusters Score -1.289829e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 254325 members 
Entering Unmasked Estep 
Score: -12898287.000000 Penalty: 1146.128784
	Iteration 155Q: 3 clusters Score -1.289829e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 254444 members 
Entering Unmasked Estep 
Score: -12898263.000000 Penalty: 1146.128784
	Iteration 156Q: 3 clusters Score -1.289826e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 254552 members 
Entering Unmasked Estep 
Score: -12898258.000000 Penalty: 1146.128784
	Iteration 157Q: 3 clusters Score -1.289826e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 254660 members 
Entering Unmasked Estep 
Score: -12898241.000000 Penalty: 1146.128784
	Iteration 158Q: 3 clusters Score -1.289824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 254779 members 
Entering Unmasked Estep 
Score: -12898209.000000 Penalty: 1146.128784
	Iteration 159Q: 3 clusters Score -1.289821e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 254898 members 
Entering Unmasked Estep 
Score: -12898199.000000 Penalty: 1146.128784
	Iteration 160F: 3 clusters Score -1.28982e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 255032 members 
Entering Unmasked Estep 
Score: -12898212.000000 Penalty: 1146.128784
	Iteration 161Q: 3 clusters Score -1.289821e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 255168 members 
Entering Unmasked Estep 
Score: -12898192.000000 Penalty: 1146.128784
	Iteration 162Q: 3 clusters Score -1.289819e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 255297 members 
Entering Unmasked Estep 
Score: -12898190.000000 Penalty: 1146.128784
	Iteration 163Q: 3 clusters Score -1.289819e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 255426 members 
Entering Unmasked Estep 
Score: -12898188.000000 Penalty: 1146.128784
	Iteration 164Q: 3 clusters Score -1.289819e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 255531 members 
Entering Unmasked Estep 
Score: -12898193.000000 Penalty: 1146.128784
	Iteration 165Q: 3 clusters Score -1.289819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 255623 members 
Entering Unmasked Estep 
Score: -12898182.000000 Penalty: 1146.128784
	Iteration 166Q: 3 clusters Score -1.289818e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 255717 members 
Entering Unmasked Estep 
Score: -12898188.000000 Penalty: 1146.128784
	Iteration 167Q: 3 clusters Score -1.289819e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 255828 members 
Entering Unmasked Estep 
Score: -12898191.000000 Penalty: 1146.128784
	Iteration 168Q: 3 clusters Score -1.289819e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 255929 members 
Entering Unmasked Estep 
Score: -12898199.000000 Penalty: 1146.128784
	Iteration 169Q: 3 clusters Score -1.28982e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 256024 members 
Entering Unmasked Estep 
Score: -12898180.000000 Penalty: 1146.128784
	Iteration 170Q: 3 clusters Score -1.289818e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 256111 members 
Entering Unmasked Estep 
Score: -12898163.000000 Penalty: 1146.128784
	Iteration 171Q: 3 clusters Score -1.289816e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 256191 members 
Entering Unmasked Estep 
Score: -12898149.000000 Penalty: 1146.128784
	Iteration 172Q: 3 clusters Score -1.289815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 256277 members 
Entering Unmasked Estep 
Score: -12898142.000000 Penalty: 1146.128784
	Iteration 173Q: 3 clusters Score -1.289814e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 256361 members 
Entering Unmasked Estep 
Score: -12898144.000000 Penalty: 1146.128784
	Iteration 174Q: 3 clusters Score -1.289814e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 256452 members 
Entering Unmasked Estep 
Score: -12898153.000000 Penalty: 1146.128784
	Iteration 175Q: 3 clusters Score -1.289815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 256535 members 
Entering Unmasked Estep 
Score: -12898128.000000 Penalty: 1146.128784
	Iteration 176Q: 3 clusters Score -1.289813e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 256616 members 
Entering Unmasked Estep 
Score: -12898114.000000 Penalty: 1146.128784
	Iteration 177Q: 3 clusters Score -1.289811e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 256691 members 
Entering Unmasked Estep 
Score: -12898120.000000 Penalty: 1146.128784
	Iteration 178Q: 3 clusters Score -1.289812e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 256786 members 
Entering Unmasked Estep 
Score: -12898147.000000 Penalty: 1146.128784
	Iteration 179Q: 3 clusters Score -1.289815e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 256886 members 
Entering Unmasked Estep 
Score: -12898146.000000 Penalty: 1146.128784
	Iteration 180F: 3 clusters Score -1.289815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 256981 members 
Entering Unmasked Estep 
Score: -12898139.000000 Penalty: 1146.128784
	Iteration 181Q: 3 clusters Score -1.289814e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 257099 members 
Entering Unmasked Estep 
Score: -12898144.000000 Penalty: 1146.128784
	Iteration 182Q: 3 clusters Score -1.289814e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 257209 members 
Entering Unmasked Estep 
Score: -12898134.000000 Penalty: 1146.128784
	Iteration 183Q: 3 clusters Score -1.289813e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 257330 members 
Entering Unmasked Estep 
Score: -12898123.000000 Penalty: 1146.128784
	Iteration 184Q: 3 clusters Score -1.289812e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 257441 members 
Entering Unmasked Estep 
Score: -12898114.000000 Penalty: 1146.128784
	Iteration 185Q: 3 clusters Score -1.289811e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 257542 members 
Entering Unmasked Estep 
Score: -12898126.000000 Penalty: 1146.128784
	Iteration 186Q: 3 clusters Score -1.289813e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 257665 members 
Entering Unmasked Estep 
Score: -12898102.000000 Penalty: 1146.128784
	Iteration 187Q: 3 clusters Score -1.28981e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 257791 members 
Entering Unmasked Estep 
Score: -12898084.000000 Penalty: 1146.128784
	Iteration 188Q: 3 clusters Score -1.289808e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 257916 members 
Entering Unmasked Estep 
Score: -12898046.000000 Penalty: 1146.128784
	Iteration 189Q: 3 clusters Score -1.289805e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 258047 members 
Entering Unmasked Estep 
Score: -12898035.000000 Penalty: 1146.128784
	Iteration 190Q: 3 clusters Score -1.289804e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 258192 members 
Entering Unmasked Estep 
Score: -12898033.000000 Penalty: 1146.128784
	Iteration 191Q: 3 clusters Score -1.289803e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 258332 members 
Entering Unmasked Estep 
Score: -12898014.000000 Penalty: 1146.128784
	Iteration 192Q: 3 clusters Score -1.289801e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 258471 members 
Entering Unmasked Estep 
Score: -12898030.000000 Penalty: 1146.128784
	Iteration 193Q: 3 clusters Score -1.289803e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 258615 members 
Entering Unmasked Estep 
Score: -12898038.000000 Penalty: 1146.128784
	Iteration 194Q: 3 clusters Score -1.289804e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 258778 members 
Entering Unmasked Estep 
Score: -12898039.000000 Penalty: 1146.128784
	Iteration 195Q: 3 clusters Score -1.289804e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 258939 members 
Entering Unmasked Estep 
Score: -12898034.000000 Penalty: 1146.128784
	Iteration 196Q: 3 clusters Score -1.289803e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 259103 members 
Entering Unmasked Estep 
Score: -12898045.000000 Penalty: 1146.128784
	Iteration 197Q: 3 clusters Score -1.289804e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 259262 members 
Entering Unmasked Estep 
Score: -12898028.000000 Penalty: 1146.128784
	Iteration 198Q: 3 clusters Score -1.289803e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 259442 members 
Entering Unmasked Estep 
Score: -12898036.000000 Penalty: 1146.128784
	Iteration 199Q: 3 clusters Score -1.289804e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 259624 members 
Entering Unmasked Estep 
Score: -12898024.000000 Penalty: 1146.128784
	Iteration 200F: 3 clusters Score -1.289802e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 259803 members 
Entering Unmasked Estep 
Score: -12898038.000000 Penalty: 1146.128784
	Iteration 201Q: 3 clusters Score -1.289804e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 259994 members 
Entering Unmasked Estep 
Score: -12898027.000000 Penalty: 1146.128784
	Iteration 202Q: 3 clusters Score -1.289803e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 260193 members 
Entering Unmasked Estep 
Score: -12898015.000000 Penalty: 1146.128784
	Iteration 203Q: 3 clusters Score -1.289802e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 260382 members 
Entering Unmasked Estep 
Score: -12898011.000000 Penalty: 1146.128784
	Iteration 204Q: 3 clusters Score -1.289801e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 260556 members 
Entering Unmasked Estep 
Score: -12898017.000000 Penalty: 1146.128784
	Iteration 205Q: 3 clusters Score -1.289802e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 260751 members 
Entering Unmasked Estep 
Score: -12898051.000000 Penalty: 1146.128784
	Iteration 206Q: 3 clusters Score -1.289805e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 260943 members 
Entering Unmasked Estep 
Score: -12898067.000000 Penalty: 1146.128784
	Iteration 207Q: 3 clusters Score -1.289807e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 261139 members 
Entering Unmasked Estep 
Score: -12898067.000000 Penalty: 1146.128784
	Iteration 208Q: 3 clusters Score -1.289807e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 261344 members 
Entering Unmasked Estep 
Score: -12898092.000000 Penalty: 1146.128784
	Iteration 209Q: 3 clusters Score -1.289809e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 261552 members 
Entering Unmasked Estep 
Score: -12898120.000000 Penalty: 1146.128784
	Iteration 210Q: 3 clusters Score -1.289812e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 261761 members 
Entering Unmasked Estep 
Score: -12898110.000000 Penalty: 1146.128784
	Iteration 211Q: 3 clusters Score -1.289811e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 261952 members 
Entering Unmasked Estep 
Score: -12898075.000000 Penalty: 1146.128784
	Iteration 212Q: 3 clusters Score -1.289808e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 262162 members 
Entering Unmasked Estep 
Score: -12898061.000000 Penalty: 1146.128784
	Iteration 213Q: 3 clusters Score -1.289806e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 262350 members 
Entering Unmasked Estep 
Score: -12898063.000000 Penalty: 1146.128784
	Iteration 214Q: 3 clusters Score -1.289806e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 262535 members 
Entering Unmasked Estep 
Score: -12898063.000000 Penalty: 1146.128784
	Iteration 215Q: 3 clusters Score -1.289806e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 262713 members 
Entering Unmasked Estep 
Score: -12898056.000000 Penalty: 1146.128784
	Iteration 216Q: 3 clusters Score -1.289806e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 262912 members 
Entering Unmasked Estep 
Score: -12898068.000000 Penalty: 1146.128784
	Iteration 217Q: 3 clusters Score -1.289807e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 263115 members 
Entering Unmasked Estep 
Score: -12898024.000000 Penalty: 1146.128784
	Iteration 218Q: 3 clusters Score -1.289802e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 263309 members 
Entering Unmasked Estep 
Score: -12898032.000000 Penalty: 1146.128784
	Iteration 219Q: 3 clusters Score -1.289803e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 263478 members 
Entering Unmasked Estep 
Score: -12898008.000000 Penalty: 1146.128784
	Iteration 220F: 3 clusters Score -1.289801e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 263670 members 
Entering Unmasked Estep 
Score: -12897996.000000 Penalty: 1146.128784
	Iteration 221Q: 3 clusters Score -1.2898e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 263873 members 
Entering Unmasked Estep 
Score: -12897986.000000 Penalty: 1146.128784
	Iteration 222Q: 3 clusters Score -1.289799e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 264067 members 
Entering Unmasked Estep 
Score: -12897974.000000 Penalty: 1146.128784
	Iteration 223Q: 3 clusters Score -1.289797e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 264241 members 
Entering Unmasked Estep 
Score: -12897957.000000 Penalty: 1146.128784
	Iteration 224Q: 3 clusters Score -1.289796e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 264431 members 
Entering Unmasked Estep 
Score: -12897948.000000 Penalty: 1146.128784
	Iteration 225Q: 3 clusters Score -1.289795e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 264613 members 
Entering Unmasked Estep 
Score: -12897980.000000 Penalty: 1146.128784
	Iteration 226Q: 3 clusters Score -1.289798e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 264767 members 
Entering Unmasked Estep 
Score: -12897958.000000 Penalty: 1146.128784
	Iteration 227Q: 3 clusters Score -1.289796e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 264955 members 
Entering Unmasked Estep 
Score: -12897957.000000 Penalty: 1146.128784
	Iteration 228Q: 3 clusters Score -1.289796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 265136 members 
Entering Unmasked Estep 
Score: -12897969.000000 Penalty: 1146.128784
	Iteration 229Q: 3 clusters Score -1.289797e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 265303 members 
Entering Unmasked Estep 
Score: -12898002.000000 Penalty: 1146.128784
	Iteration 230Q: 3 clusters Score -1.2898e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 265454 members 
Entering Unmasked Estep 
Score: -12897988.000000 Penalty: 1146.128784
	Iteration 231Q: 3 clusters Score -1.289799e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 265593 members 
Entering Unmasked Estep 
Score: -12898000.000000 Penalty: 1146.128784
	Iteration 232Q: 3 clusters Score -1.2898e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 265712 members 
Entering Unmasked Estep 
Score: -12898007.000000 Penalty: 1146.128784
	Iteration 233Q: 3 clusters Score -1.289801e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 265835 members 
Entering Unmasked Estep 
Score: -12898010.000000 Penalty: 1146.128784
	Iteration 234Q: 3 clusters Score -1.289801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 265933 members 
Entering Unmasked Estep 
Score: -12897998.000000 Penalty: 1146.128784
	Iteration 235Q: 3 clusters Score -1.2898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 266055 members 
Entering Unmasked Estep 
Score: -12897978.000000 Penalty: 1146.128784
	Iteration 236Q: 3 clusters Score -1.289798e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 266175 members 
Entering Unmasked Estep 
Score: -12897966.000000 Penalty: 1146.128784
	Iteration 237Q: 3 clusters Score -1.289797e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 266282 members 
Entering Unmasked Estep 
Score: -12898016.000000 Penalty: 1146.128784
	Iteration 238Q: 3 clusters Score -1.289802e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 266368 members 
Entering Unmasked Estep 
Score: -12898010.000000 Penalty: 1146.128784
	Iteration 239Q: 3 clusters Score -1.289801e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 266471 members 
Entering Unmasked Estep 
Score: -12898031.000000 Penalty: 1146.128784
	Iteration 240F: 3 clusters Score -1.289803e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 266578 members 
Entering Unmasked Estep 
Score: -12898027.000000 Penalty: 1146.128784
	Iteration 241Q: 3 clusters Score -1.289803e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 266692 members 
Entering Unmasked Estep 
Score: -12898042.000000 Penalty: 1146.128784
	Iteration 242Q: 3 clusters Score -1.289804e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 266804 members 
Entering Unmasked Estep 
Score: -12898036.000000 Penalty: 1146.128784
	Iteration 243Q: 3 clusters Score -1.289804e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 266909 members 
Entering Unmasked Estep 
Score: -12898032.000000 Penalty: 1146.128784
	Iteration 244Q: 3 clusters Score -1.289803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 267026 members 
Entering Unmasked Estep 
Score: -12898028.000000 Penalty: 1146.128784
	Iteration 245Q: 3 clusters Score -1.289803e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 267134 members 
Entering Unmasked Estep 
Score: -12898020.000000 Penalty: 1146.128784
	Iteration 246Q: 3 clusters Score -1.289802e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 267235 members 
Entering Unmasked Estep 
Score: -12898025.000000 Penalty: 1146.128784
	Iteration 247Q: 3 clusters Score -1.289802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 267349 members 
Entering Unmasked Estep 
Score: -12897992.000000 Penalty: 1146.128784
	Iteration 248Q: 3 clusters Score -1.289799e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 267475 members 
Entering Unmasked Estep 
Score: -12898029.000000 Penalty: 1146.128784
	Iteration 249Q: 3 clusters Score -1.289803e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 267613 members 
Entering Unmasked Estep 
Score: -12898036.000000 Penalty: 1146.128784
	Iteration 250Q: 3 clusters Score -1.289804e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 267757 members 
Entering Unmasked Estep 
Score: -12898042.000000 Penalty: 1146.128784
	Iteration 251Q: 3 clusters Score -1.289804e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 267899 members 
Entering Unmasked Estep 
Score: -12898047.000000 Penalty: 1146.128784
	Iteration 252Q: 3 clusters Score -1.289805e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 268021 members 
Entering Unmasked Estep 
Score: -12898031.000000 Penalty: 1146.128784
	Iteration 253Q: 3 clusters Score -1.289803e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 268152 members 
Entering Unmasked Estep 
Score: -12898027.000000 Penalty: 1146.128784
	Iteration 254Q: 3 clusters Score -1.289803e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 268266 members 
Entering Unmasked Estep 
Score: -12898027.000000 Penalty: 1146.128784
	Iteration 255Q: 3 clusters Score -1.289803e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 268391 members 
Entering Unmasked Estep 
Score: -12898015.000000 Penalty: 1146.128784
	Iteration 256Q: 3 clusters Score -1.289802e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 268506 members 
Entering Unmasked Estep 
Score: -12897998.000000 Penalty: 1146.128784
	Iteration 257Q: 3 clusters Score -1.2898e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 268627 members 
Entering Unmasked Estep 
Score: -12897963.000000 Penalty: 1146.128784
	Iteration 258Q: 3 clusters Score -1.289796e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 268736 members 
Entering Unmasked Estep 
Score: -12897978.000000 Penalty: 1146.128784
	Iteration 259Q: 3 clusters Score -1.289798e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 268852 members 
Entering Unmasked Estep 
Score: -12897961.000000 Penalty: 1146.128784
	Iteration 260F: 3 clusters Score -1.289796e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 268967 members 
Entering Unmasked Estep 
Score: -12897964.000000 Penalty: 1146.128784
	Iteration 261Q: 3 clusters Score -1.289796e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 269069 members 
Entering Unmasked Estep 
Score: -12897957.000000 Penalty: 1146.128784
	Iteration 262Q: 3 clusters Score -1.289796e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 269178 members 
Entering Unmasked Estep 
Score: -12897950.000000 Penalty: 1146.128784
	Iteration 263Q: 3 clusters Score -1.289795e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 269283 members 
Entering Unmasked Estep 
Score: -12897956.000000 Penalty: 1146.128784
	Iteration 264Q: 3 clusters Score -1.289796e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 269384 members 
Entering Unmasked Estep 
Score: -12897986.000000 Penalty: 1146.128784
	Iteration 265Q: 3 clusters Score -1.289799e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 269493 members 
Entering Unmasked Estep 
Score: -12897967.000000 Penalty: 1146.128784
	Iteration 266Q: 3 clusters Score -1.289797e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 269598 members 
Entering Unmasked Estep 
Score: -12897974.000000 Penalty: 1146.128784
	Iteration 267Q: 3 clusters Score -1.289797e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 269696 members 
Entering Unmasked Estep 
Score: -12897983.000000 Penalty: 1146.128784
	Iteration 268Q: 3 clusters Score -1.289798e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 269787 members 
Entering Unmasked Estep 
Score: -12897981.000000 Penalty: 1146.128784
	Iteration 269Q: 3 clusters Score -1.289798e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 269915 members 
Entering Unmasked Estep 
Score: -12897981.000000 Penalty: 1146.128784
	Iteration 270Q: 3 clusters Score -1.289798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 270034 members 
Entering Unmasked Estep 
Score: -12897995.000000 Penalty: 1146.128784
	Iteration 271Q: 3 clusters Score -1.2898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 270156 members 
Entering Unmasked Estep 
Score: -12897968.000000 Penalty: 1146.128784
	Iteration 272Q: 3 clusters Score -1.289797e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 270281 members 
Entering Unmasked Estep 
Score: -12897988.000000 Penalty: 1146.128784
	Iteration 273Q: 3 clusters Score -1.289799e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 270400 members 
Entering Unmasked Estep 
Score: -12897990.000000 Penalty: 1146.128784
	Iteration 274Q: 3 clusters Score -1.289799e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 270540 members 
Entering Unmasked Estep 
Score: -12897982.000000 Penalty: 1146.128784
	Iteration 275Q: 3 clusters Score -1.289798e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 270666 members 
Entering Unmasked Estep 
Score: -12897990.000000 Penalty: 1146.128784
	Iteration 276Q: 3 clusters Score -1.289799e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 270804 members 
Entering Unmasked Estep 
Score: -12897983.000000 Penalty: 1146.128784
	Iteration 277Q: 3 clusters Score -1.289798e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 270944 members 
Entering Unmasked Estep 
Score: -12897973.000000 Penalty: 1146.128784
	Iteration 278Q: 3 clusters Score -1.289797e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 271091 members 
Entering Unmasked Estep 
Score: -12897969.000000 Penalty: 1146.128784
	Iteration 279Q: 3 clusters Score -1.289797e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 271229 members 
Entering Unmasked Estep 
Score: -12897945.000000 Penalty: 1146.128784
	Iteration 280F: 3 clusters Score -1.289794e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 271348 members 
Entering Unmasked Estep 
Score: -12897917.000000 Penalty: 1146.128784
	Iteration 281Q: 3 clusters Score -1.289792e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 271465 members 
Entering Unmasked Estep 
Score: -12897939.000000 Penalty: 1146.128784
	Iteration 282Q: 3 clusters Score -1.289794e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 271585 members 
Entering Unmasked Estep 
Score: -12897911.000000 Penalty: 1146.128784
	Iteration 283Q: 3 clusters Score -1.289791e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 271690 members 
Entering Unmasked Estep 
Score: -12897908.000000 Penalty: 1146.128784
	Iteration 284Q: 3 clusters Score -1.289791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 271790 members 
Entering Unmasked Estep 
Score: -12897920.000000 Penalty: 1146.128784
	Iteration 285Q: 3 clusters Score -1.289792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 271889 members 
Entering Unmasked Estep 
Score: -12897911.000000 Penalty: 1146.128784
	Iteration 286Q: 3 clusters Score -1.289791e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 271981 members 
Entering Unmasked Estep 
Score: -12897906.000000 Penalty: 1146.128784
	Iteration 287Q: 3 clusters Score -1.289791e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 272090 members 
Entering Unmasked Estep 
Score: -12897918.000000 Penalty: 1146.128784
	Iteration 288Q: 3 clusters Score -1.289792e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 272202 members 
Entering Unmasked Estep 
Score: -12897908.000000 Penalty: 1146.128784
	Iteration 289Q: 3 clusters Score -1.289791e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 272309 members 
Entering Unmasked Estep 
Score: -12897929.000000 Penalty: 1146.128784
	Iteration 290Q: 3 clusters Score -1.289793e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 272420 members 
Entering Unmasked Estep 
Score: -12897933.000000 Penalty: 1146.128784
	Iteration 291Q: 3 clusters Score -1.289793e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 272542 members 
Entering Unmasked Estep 
Score: -12897922.000000 Penalty: 1146.128784
	Iteration 292Q: 3 clusters Score -1.289792e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 272657 members 
Entering Unmasked Estep 
Score: -12897918.000000 Penalty: 1146.128784
	Iteration 293Q: 3 clusters Score -1.289792e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 272757 members 
Entering Unmasked Estep 
Score: -12897920.000000 Penalty: 1146.128784
	Iteration 294Q: 3 clusters Score -1.289792e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 272852 members 
Entering Unmasked Estep 
Score: -12897919.000000 Penalty: 1146.128784
	Iteration 295Q: 3 clusters Score -1.289792e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 272945 members 
Entering Unmasked Estep 
Score: -12897920.000000 Penalty: 1146.128784
	Iteration 296Q: 3 clusters Score -1.289792e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 273061 members 
Entering Unmasked Estep 
Score: -12897927.000000 Penalty: 1146.128784
	Iteration 297Q: 3 clusters Score -1.289793e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 273171 members 
Entering Unmasked Estep 
Score: -12897898.000000 Penalty: 1146.128784
	Iteration 298Q: 3 clusters Score -1.28979e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 273267 members 
Entering Unmasked Estep 
Score: -12897902.000000 Penalty: 1146.128784
	Iteration 299Q: 3 clusters Score -1.28979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 273371 members 
Entering Unmasked Estep 
Score: -12897885.000000 Penalty: 1146.128784
	Iteration 300F: 3 clusters Score -1.289788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 273461 members 
Entering Unmasked Estep 
Score: -12897863.000000 Penalty: 1146.128784
	Iteration 301Q: 3 clusters Score -1.289786e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 273544 members 
Entering Unmasked Estep 
Score: -12897871.000000 Penalty: 1146.128784
	Iteration 302Q: 3 clusters Score -1.289787e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 273618 members 
Entering Unmasked Estep 
Score: -12897864.000000 Penalty: 1146.128784
	Iteration 303Q: 3 clusters Score -1.289786e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 273682 members 
Entering Unmasked Estep 
Score: -12897858.000000 Penalty: 1146.128784
	Iteration 304Q: 3 clusters Score -1.289786e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 273767 members 
Entering Unmasked Estep 
Score: -12897845.000000 Penalty: 1146.128784
	Iteration 305Q: 3 clusters Score -1.289784e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 273854 members 
Entering Unmasked Estep 
Score: -12897814.000000 Penalty: 1146.128784
	Iteration 306Q: 3 clusters Score -1.289781e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 273919 members 
Entering Unmasked Estep 
Score: -12897822.000000 Penalty: 1146.128784
	Iteration 307Q: 3 clusters Score -1.289782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 273982 members 
Entering Unmasked Estep 
Score: -12897823.000000 Penalty: 1146.128784
	Iteration 308Q: 3 clusters Score -1.289782e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 274062 members 
Entering Unmasked Estep 
Score: -12897861.000000 Penalty: 1146.128784
	Iteration 309Q: 3 clusters Score -1.289786e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 274144 members 
Entering Unmasked Estep 
Score: -12897858.000000 Penalty: 1146.128784
	Iteration 310Q: 3 clusters Score -1.289786e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 274207 members 
Entering Unmasked Estep 
Score: -12897846.000000 Penalty: 1146.128784
	Iteration 311Q: 3 clusters Score -1.289785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 274272 members 
Entering Unmasked Estep 
Score: -12897869.000000 Penalty: 1146.128784
	Iteration 312Q: 3 clusters Score -1.289787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 274343 members 
Entering Unmasked Estep 
Score: -12897867.000000 Penalty: 1146.128784
	Iteration 313Q: 3 clusters Score -1.289787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 274414 members 
Entering Unmasked Estep 
Score: -12897851.000000 Penalty: 1146.128784
	Iteration 314Q: 3 clusters Score -1.289785e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 274481 members 
Entering Unmasked Estep 
Score: -12897867.000000 Penalty: 1146.128784
	Iteration 315Q: 3 clusters Score -1.289787e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 274544 members 
Entering Unmasked Estep 
Score: -12897834.000000 Penalty: 1146.128784
	Iteration 316Q: 3 clusters Score -1.289783e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 274600 members 
Entering Unmasked Estep 
Score: -12897831.000000 Penalty: 1146.128784
	Iteration 317Q: 3 clusters Score -1.289783e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 274657 members 
Entering Unmasked Estep 
Score: -12897826.000000 Penalty: 1146.128784
	Iteration 318Q: 3 clusters Score -1.289783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 274696 members 
Entering Unmasked Estep 
Score: -12897820.000000 Penalty: 1146.128784
	Iteration 319Q: 3 clusters Score -1.289782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 274729 members 
Entering Unmasked Estep 
Score: -12897822.000000 Penalty: 1146.128784
	Iteration 320F: 3 clusters Score -1.289782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 274768 members 
Entering Unmasked Estep 
Score: -12897843.000000 Penalty: 1146.128784
	Iteration 321Q: 3 clusters Score -1.289784e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 274811 members 
Entering Unmasked Estep 
Score: -12897830.000000 Penalty: 1146.128784
	Iteration 322Q: 3 clusters Score -1.289783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 274847 members 
Entering Unmasked Estep 
Score: -12897803.000000 Penalty: 1146.128784
	Iteration 323Q: 3 clusters Score -1.28978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 274881 members 
Entering Unmasked Estep 
Score: -12897800.000000 Penalty: 1146.128784
	Iteration 324Q: 3 clusters Score -1.28978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 274911 members 
Entering Unmasked Estep 
Score: -12897787.000000 Penalty: 1146.128784
	Iteration 325Q: 3 clusters Score -1.289779e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 274948 members 
Entering Unmasked Estep 
Score: -12897797.000000 Penalty: 1146.128784
	Iteration 326Q: 3 clusters Score -1.28978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 274986 members 
Entering Unmasked Estep 
Score: -12897786.000000 Penalty: 1146.128784
	Iteration 327Q: 3 clusters Score -1.289779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 275021 members 
Entering Unmasked Estep 
Score: -12897772.000000 Penalty: 1146.128784
	Iteration 328Q: 3 clusters Score -1.289777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 275056 members 
Entering Unmasked Estep 
Score: -12897771.000000 Penalty: 1146.128784
	Iteration 329Q: 3 clusters Score -1.289777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 275096 members 
Entering Unmasked Estep 
Score: -12897758.000000 Penalty: 1146.128784
	Iteration 330Q: 3 clusters Score -1.289776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 275125 members 
Entering Unmasked Estep 
Score: -12897747.000000 Penalty: 1146.128784
	Iteration 331Q: 3 clusters Score -1.289775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 275154 members 
Entering Unmasked Estep 
Score: -12897766.000000 Penalty: 1146.128784
	Iteration 332Q: 3 clusters Score -1.289777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 275177 members 
Entering Unmasked Estep 
Score: -12897773.000000 Penalty: 1146.128784
	Iteration 333Q: 3 clusters Score -1.289777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 275206 members 
Entering Unmasked Estep 
Score: -12897767.000000 Penalty: 1146.128784
	Iteration 334Q: 3 clusters Score -1.289777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 275229 members 
Entering Unmasked Estep 
Score: -12897762.000000 Penalty: 1146.128784
	Iteration 335Q: 3 clusters Score -1.289776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 275256 members 
Entering Unmasked Estep 
Score: -12897766.000000 Penalty: 1146.128784
	Iteration 336Q: 3 clusters Score -1.289777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 275278 members 
Entering Unmasked Estep 
Score: -12897763.000000 Penalty: 1146.128784
	Iteration 337Q: 3 clusters Score -1.289776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 275290 members 
Entering Unmasked Estep 
Score: -12897771.000000 Penalty: 1146.128784
	Iteration 338Q: 3 clusters Score -1.289777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 275303 members 
Entering Unmasked Estep 
Score: -12897761.000000 Penalty: 1146.128784
	Iteration 339Q: 3 clusters Score -1.289776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 275312 members 
Entering Unmasked Estep 
Score: -12897765.000000 Penalty: 1146.128784
	Iteration 340F: 3 clusters Score -1.289776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 275325 members 
Entering Unmasked Estep 
Score: -12897767.000000 Penalty: 1146.128784
	Iteration 341Q: 3 clusters Score -1.289777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 275343 members 
Entering Unmasked Estep 
Score: -12897782.000000 Penalty: 1146.128784
	Iteration 342Q: 3 clusters Score -1.289778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 275358 members 
Entering Unmasked Estep 
Score: -12897779.000000 Penalty: 1146.128784
	Iteration 343Q: 3 clusters Score -1.289778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 275378 members 
Entering Unmasked Estep 
Score: -12897781.000000 Penalty: 1146.128784
	Iteration 344Q: 3 clusters Score -1.289778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 275392 members 
Entering Unmasked Estep 
Score: -12897774.000000 Penalty: 1146.128784
	Iteration 345Q: 3 clusters Score -1.289777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 275405 members 
Entering Unmasked Estep 
Score: -12897779.000000 Penalty: 1146.128784
	Iteration 346Q: 3 clusters Score -1.289778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 275419 members 
Entering Unmasked Estep 
Score: -12897778.000000 Penalty: 1146.128784
	Iteration 347Q: 3 clusters Score -1.289778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 275421 members 
Entering Unmasked Estep 
Score: -12897778.000000 Penalty: 1146.128784
	Iteration 348Q: 3 clusters Score -1.289778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 275422 members 
Entering Unmasked Estep 
Score: -12897773.000000 Penalty: 1146.128784
	Iteration 349Q: 3 clusters Score -1.289777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 275422 members 
Entering Unmasked Estep 
Score: -12897773.000000 Penalty: 1146.128784
	Iteration 350F: 3 clusters Score -1.289777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Entering Unmasked Estep 
Score: -952911.312500 Penalty: 455.116638
	Iteration 0F: 2 clusters Score -952911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -938245.812500 Penalty: 910.233276
	Iteration 0F: 3 clusters Score -938245.8 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -944328.250000 Penalty: 910.233276
	Iteration 1F: 3 clusters Score -944328.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -944852.125000 Penalty: 910.233276
	Iteration 2Q: 3 clusters Score -944852.1 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -945717.500000 Penalty: 910.233276
	Iteration 3F: 3 clusters Score -945717.5 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -947018.625000 Penalty: 910.233276
	Iteration 4F: 3 clusters Score -947018.6 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -948482.812500 Penalty: 910.233276
	Iteration 5F: 3 clusters Score -948482.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -949708.000000 Penalty: 910.233276
	Iteration 6F: 3 clusters Score -949708 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -950526.625000 Penalty: 910.233276
	Iteration 7Q: 3 clusters Score -950526.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -951010.437500 Penalty: 910.233276
	Iteration 8Q: 3 clusters Score -951010.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -951299.000000 Penalty: 910.233276
	Iteration 9Q: 3 clusters Score -951299 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -951475.250000 Penalty: 910.233276
	Iteration 10Q: 3 clusters Score -951475.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -951584.437500 Penalty: 910.233276
	Iteration 11Q: 3 clusters Score -951584.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -951675.125000 Penalty: 910.233276
	Iteration 12Q: 3 clusters Score -951675.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -951756.812500 Penalty: 910.233276
	Iteration 13Q: 3 clusters Score -951756.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -951821.062500 Penalty: 910.233276
	Iteration 14Q: 3 clusters Score -951821.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -951886.375000 Penalty: 910.233276
	Iteration 15Q: 3 clusters Score -951886.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -951932.687500 Penalty: 910.233276
	Iteration 16Q: 3 clusters Score -951932.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -951972.375000 Penalty: 910.233276
	Iteration 17Q: 3 clusters Score -951972.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -952016.062500 Penalty: 910.233276
	Iteration 18Q: 3 clusters Score -952016.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -952052.000000 Penalty: 910.233276
	Iteration 19Q: 3 clusters Score -952052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -952083.375000 Penalty: 910.233276
	Iteration 20F: 3 clusters Score -952083.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -952114.875000 Penalty: 910.233276
	Iteration 21Q: 3 clusters Score -952114.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -952146.437500 Penalty: 910.233276
	Iteration 22Q: 3 clusters Score -952146.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -952177.750000 Penalty: 910.233276
	Iteration 23Q: 3 clusters Score -952177.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -952200.812500 Penalty: 910.233276
	Iteration 24Q: 3 clusters Score -952200.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -952230.812500 Penalty: 910.233276
	Iteration 25Q: 3 clusters Score -952230.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -952250.812500 Penalty: 910.233276
	Iteration 26Q: 3 clusters Score -952250.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -952273.000000 Penalty: 910.233276
	Iteration 27Q: 3 clusters Score -952273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -952294.812500 Penalty: 910.233276
	Iteration 28Q: 3 clusters Score -952294.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -952315.250000 Penalty: 910.233276
	Iteration 29Q: 3 clusters Score -952315.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -952336.250000 Penalty: 910.233276
	Iteration 30Q: 3 clusters Score -952336.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -952349.625000 Penalty: 910.233276
	Iteration 31Q: 3 clusters Score -952349.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -952365.625000 Penalty: 910.233276
	Iteration 32Q: 3 clusters Score -952365.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -952379.000000 Penalty: 910.233276
	Iteration 33Q: 3 clusters Score -952379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -952393.437500 Penalty: 910.233276
	Iteration 34Q: 3 clusters Score -952393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -952402.937500 Penalty: 910.233276
	Iteration 35Q: 3 clusters Score -952402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -952414.687500 Penalty: 910.233276
	Iteration 36Q: 3 clusters Score -952414.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -952427.500000 Penalty: 910.233276
	Iteration 37Q: 3 clusters Score -952427.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -952436.625000 Penalty: 910.233276
	Iteration 38Q: 3 clusters Score -952436.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -952446.562500 Penalty: 910.233276
	Iteration 39Q: 3 clusters Score -952446.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -952454.500000 Penalty: 910.233276
	Iteration 40F: 3 clusters Score -952454.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -952461.437500 Penalty: 910.233276
	Iteration 41Q: 3 clusters Score -952461.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -952470.687500 Penalty: 910.233276
	Iteration 42Q: 3 clusters Score -952470.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -952472.875000 Penalty: 910.233276
	Iteration 43Q: 3 clusters Score -952472.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -952476.437500 Penalty: 910.233276
	Iteration 44Q: 3 clusters Score -952476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -952479.625000 Penalty: 910.233276
	Iteration 45Q: 3 clusters Score -952479.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -952485.437500 Penalty: 910.233276
	Iteration 46Q: 3 clusters Score -952485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -952486.312500 Penalty: 910.233276
	Iteration 47Q: 3 clusters Score -952486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -952488.062500 Penalty: 910.233276
	Iteration 48Q: 3 clusters Score -952488.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -952489.500000 Penalty: 910.233276
	Iteration 49Q: 3 clusters Score -952489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -952493.500000 Penalty: 910.233276
	Iteration 50Q: 3 clusters Score -952493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -952493.437500 Penalty: 910.233276
	Iteration 51Q: 3 clusters Score -952493.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -952495.625000 Penalty: 910.233276
	Iteration 52Q: 3 clusters Score -952495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -952498.125000 Penalty: 910.233276
	Iteration 53Q: 3 clusters Score -952498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -952499.562500 Penalty: 910.233276
	Iteration 54Q: 3 clusters Score -952499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -952499.437500 Penalty: 910.233276
	Iteration 55Q: 3 clusters Score -952499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -952501.500000 Penalty: 910.233276
	Iteration 56Q: 3 clusters Score -952501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -952502.000000 Penalty: 910.233276
	Iteration 57Q: 3 clusters Score -952502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -952504.187500 Penalty: 910.233276
	Iteration 58Q: 3 clusters Score -952504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -952505.437500 Penalty: 910.233276
	Iteration 59Q: 3 clusters Score -952505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -952505.312500 Penalty: 910.233276
	Iteration 60F: 3 clusters Score -952505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -952506.000000 Penalty: 910.233276
	Iteration 61Q: 3 clusters Score -952506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -952506.500000 Penalty: 910.233276
	Iteration 62Q: 3 clusters Score -952506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -952507.937500 Penalty: 910.233276
	Iteration 63Q: 3 clusters Score -952507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -952507.625000 Penalty: 910.233276
	Iteration 64Q: 3 clusters Score -952507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -952508.062500 Penalty: 910.233276
	Iteration 65Q: 3 clusters Score -952508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -952508.062500 Penalty: 910.233276
	Iteration 66F: 3 clusters Score -952508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -5703.098145 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -5703.098 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: -5438.128418 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -5438.128 nChanged 55
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: -5594.080566 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -5594.081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5684.233398 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -5684.233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5813.172363 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -5813.172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5843.657715 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -5843.658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5852.648438 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -5852.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5866.970215 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -5866.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5879.098633 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -5879.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5880.328125 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -5880.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5883.054688 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -5883.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5883.054688 Penalty: 481.232300
	Iteration 10F: 3 clusters Score -5883.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 138122 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 306442 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 295027 members 
Mstep: Class 7 contains 22083 members 
Mstep: Class 8 contains 50 members 
Mstep: Class 9 contains 41675 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 54659 members 
Mstep: Class 13 contains 148257 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 17197 members 
Entering Unmasked Estep 
Score: -46936280.000000 Penalty: 10137.530273
Splitting cluster 8 changes total score from -46936488.000000 to -46936280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Entering Unmasked Estep 
Score: -1686460.875000 Penalty: 484.013397
	Iteration 0F: 2 clusters Score -1686461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1658514.000000 Penalty: 968.026794
	Iteration 0F: 3 clusters Score -1658514 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -1671846.250000 Penalty: 968.026794
	Iteration 1F: 3 clusters Score -1671846 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1673609.000000 Penalty: 968.026794
	Iteration 2F: 3 clusters Score -1673609 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1676149.875000 Penalty: 968.026794
	Iteration 3F: 3 clusters Score -1676150 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -1678619.000000 Penalty: 968.026794
	Iteration 4F: 3 clusters Score -1678619 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -1679878.250000 Penalty: 968.026794
	Iteration 5F: 3 clusters Score -1679878 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -1680298.500000 Penalty: 968.026794
	Iteration 6Q: 3 clusters Score -1680298 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -1680473.125000 Penalty: 968.026794
	Iteration 7Q: 3 clusters Score -1680473 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -1680592.625000 Penalty: 968.026794
	Iteration 8Q: 3 clusters Score -1680593 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1680707.750000 Penalty: 968.026794
	Iteration 9Q: 3 clusters Score -1680708 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1680833.875000 Penalty: 968.026794
	Iteration 10Q: 3 clusters Score -1680834 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1680933.500000 Penalty: 968.026794
	Iteration 11Q: 3 clusters Score -1680934 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -1681044.500000 Penalty: 968.026794
	Iteration 12Q: 3 clusters Score -1681044 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -1681151.375000 Penalty: 968.026794
	Iteration 13Q: 3 clusters Score -1681151 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -1681255.125000 Penalty: 968.026794
	Iteration 14Q: 3 clusters Score -1681255 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -1681381.375000 Penalty: 968.026794
	Iteration 15Q: 3 clusters Score -1681381 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -1681535.375000 Penalty: 968.026794
	Iteration 16Q: 3 clusters Score -1681535 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1681681.250000 Penalty: 968.026794
	Iteration 17Q: 3 clusters Score -1681681 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -1681826.500000 Penalty: 968.026794
	Iteration 18Q: 3 clusters Score -1681826 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -1681992.125000 Penalty: 968.026794
	Iteration 19Q: 3 clusters Score -1681992 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -1682205.000000 Penalty: 968.026794
	Iteration 20F: 3 clusters Score -1682205 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -1682434.500000 Penalty: 968.026794
	Iteration 21Q: 3 clusters Score -1682434 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -1682731.250000 Penalty: 968.026794
	Iteration 22Q: 3 clusters Score -1682731 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -1683069.500000 Penalty: 968.026794
	Iteration 23Q: 3 clusters Score -1683070 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -1683430.625000 Penalty: 968.026794
	Iteration 24Q: 3 clusters Score -1683431 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -1683785.125000 Penalty: 968.026794
	Iteration 25Q: 3 clusters Score -1683785 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -1684167.000000 Penalty: 968.026794
	Iteration 26Q: 3 clusters Score -1684167 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -1684498.125000 Penalty: 968.026794
	Iteration 27Q: 3 clusters Score -1684498 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -1684747.125000 Penalty: 968.026794
	Iteration 28Q: 3 clusters Score -1684747 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -1685000.750000 Penalty: 968.026794
	Iteration 29Q: 3 clusters Score -1685001 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -1685214.625000 Penalty: 968.026794
	Iteration 30Q: 3 clusters Score -1685215 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -1685392.875000 Penalty: 968.026794
	Iteration 31Q: 3 clusters Score -1685393 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -1685547.375000 Penalty: 968.026794
	Iteration 32Q: 3 clusters Score -1685547 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -1685665.750000 Penalty: 968.026794
	Iteration 33Q: 3 clusters Score -1685666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -1685765.250000 Penalty: 968.026794
	Iteration 34Q: 3 clusters Score -1685765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -1685832.125000 Penalty: 968.026794
	Iteration 35Q: 3 clusters Score -1685832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -1685880.375000 Penalty: 968.026794
	Iteration 36Q: 3 clusters Score -1685880 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -1685932.375000 Penalty: 968.026794
	Iteration 37Q: 3 clusters Score -1685932 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -1685981.875000 Penalty: 968.026794
	Iteration 38Q: 3 clusters Score -1685982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -1686015.375000 Penalty: 968.026794
	Iteration 39Q: 3 clusters Score -1686015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -1686036.875000 Penalty: 968.026794
	Iteration 40F: 3 clusters Score -1686037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -1686057.125000 Penalty: 968.026794
	Iteration 41Q: 3 clusters Score -1686057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -1686073.250000 Penalty: 968.026794
	Iteration 42Q: 3 clusters Score -1686073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -1686086.875000 Penalty: 968.026794
	Iteration 43Q: 3 clusters Score -1686087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -1686089.125000 Penalty: 968.026794
	Iteration 44Q: 3 clusters Score -1686089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -1686094.375000 Penalty: 968.026794
	Iteration 45Q: 3 clusters Score -1686094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -1686107.125000 Penalty: 968.026794
	Iteration 46Q: 3 clusters Score -1686107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -1686117.125000 Penalty: 968.026794
	Iteration 47Q: 3 clusters Score -1686117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -1686130.375000 Penalty: 968.026794
	Iteration 48Q: 3 clusters Score -1686130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -1686134.750000 Penalty: 968.026794
	Iteration 49Q: 3 clusters Score -1686135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -1686143.375000 Penalty: 968.026794
	Iteration 50Q: 3 clusters Score -1686143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -1686149.125000 Penalty: 968.026794
	Iteration 51Q: 3 clusters Score -1686149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -1686156.500000 Penalty: 968.026794
	Iteration 52Q: 3 clusters Score -1686156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -1686156.625000 Penalty: 968.026794
	Iteration 53Q: 3 clusters Score -1686157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -1686158.500000 Penalty: 968.026794
	Iteration 54Q: 3 clusters Score -1686158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -1686168.125000 Penalty: 968.026794
	Iteration 55Q: 3 clusters Score -1686168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -1686174.375000 Penalty: 968.026794
	Iteration 56Q: 3 clusters Score -1686174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -1686178.125000 Penalty: 968.026794
	Iteration 57Q: 3 clusters Score -1686178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -1686184.125000 Penalty: 968.026794
	Iteration 58Q: 3 clusters Score -1686184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -1686182.875000 Penalty: 968.026794
	Iteration 59Q: 3 clusters Score -1686183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -1686184.875000 Penalty: 968.026794
	Iteration 60F: 3 clusters Score -1686185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -1686186.125000 Penalty: 968.026794
	Iteration 61Q: 3 clusters Score -1686186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -1686186.375000 Penalty: 968.026794
	Iteration 62Q: 3 clusters Score -1686186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -1686187.125000 Penalty: 968.026794
	Iteration 63Q: 3 clusters Score -1686187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -1686185.000000 Penalty: 968.026794
	Iteration 64Q: 3 clusters Score -1686185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -1686187.375000 Penalty: 968.026794
	Iteration 65Q: 3 clusters Score -1686187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -1686188.000000 Penalty: 968.026794
	Iteration 66Q: 3 clusters Score -1686188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -1686188.125000 Penalty: 968.026794
	Iteration 67Q: 3 clusters Score -1686188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -1686188.875000 Penalty: 968.026794
	Iteration 68Q: 3 clusters Score -1686189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -1686186.125000 Penalty: 968.026794
	Iteration 69Q: 3 clusters Score -1686186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -1686189.000000 Penalty: 968.026794
	Iteration 70Q: 3 clusters Score -1686189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -1686191.875000 Penalty: 968.026794
	Iteration 71Q: 3 clusters Score -1686192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -1686193.375000 Penalty: 968.026794
	Iteration 72Q: 3 clusters Score -1686193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -1686198.875000 Penalty: 968.026794
	Iteration 73Q: 3 clusters Score -1686199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -1686198.750000 Penalty: 968.026794
	Iteration 74Q: 3 clusters Score -1686199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -1686198.375000 Penalty: 968.026794
	Iteration 75Q: 3 clusters Score -1686198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -1686195.375000 Penalty: 968.026794
	Iteration 76Q: 3 clusters Score -1686195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -1686197.875000 Penalty: 968.026794
	Iteration 77Q: 3 clusters Score -1686198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -1686197.500000 Penalty: 968.026794
	Iteration 78Q: 3 clusters Score -1686198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -1686197.500000 Penalty: 968.026794
	Iteration 79F: 3 clusters Score -1686198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -234867.796875 Penalty: 392.108185
	Iteration 0F: 2 clusters Score -234867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -231151.078125 Penalty: 784.216370
	Iteration 0F: 3 clusters Score -231151.1 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -232660.359375 Penalty: 784.216370
	Iteration 1F: 3 clusters Score -232660.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -232962.859375 Penalty: 784.216370
	Iteration 2F: 3 clusters Score -232962.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -233322.078125 Penalty: 784.216370
	Iteration 3F: 3 clusters Score -233322.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -233662.359375 Penalty: 784.216370
	Iteration 4F: 3 clusters Score -233662.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233926.234375 Penalty: 784.216370
	Iteration 5F: 3 clusters Score -233926.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -234135.296875 Penalty: 784.216370
	Iteration 6Q: 3 clusters Score -234135.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -234292.843750 Penalty: 784.216370
	Iteration 7Q: 3 clusters Score -234292.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234407.109375 Penalty: 784.216370
	Iteration 8Q: 3 clusters Score -234407.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -234490.109375 Penalty: 784.216370
	Iteration 9Q: 3 clusters Score -234490.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234563.406250 Penalty: 784.216370
	Iteration 10Q: 3 clusters Score -234563.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -234619.609375 Penalty: 784.216370
	Iteration 11Q: 3 clusters Score -234619.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -234653.843750 Penalty: 784.216370
	Iteration 12Q: 3 clusters Score -234653.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -234666.843750 Penalty: 784.216370
	Iteration 13Q: 3 clusters Score -234666.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -234678.312500 Penalty: 784.216370
	Iteration 14Q: 3 clusters Score -234678.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -234686.593750 Penalty: 784.216370
	Iteration 15Q: 3 clusters Score -234686.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -234691.484375 Penalty: 784.216370
	Iteration 16Q: 3 clusters Score -234691.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -234694.531250 Penalty: 784.216370
	Iteration 17Q: 3 clusters Score -234694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -234696.578125 Penalty: 784.216370
	Iteration 18Q: 3 clusters Score -234696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -234699.812500 Penalty: 784.216370
	Iteration 19Q: 3 clusters Score -234699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -234700.250000 Penalty: 784.216370
	Iteration 20F: 3 clusters Score -234700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -234701.125000 Penalty: 784.216370
	Iteration 21Q: 3 clusters Score -234701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -234701.343750 Penalty: 784.216370
	Iteration 22Q: 3 clusters Score -234701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -234701.515625 Penalty: 784.216370
	Iteration 23Q: 3 clusters Score -234701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -234701.171875 Penalty: 784.216370
	Iteration 24Q: 3 clusters Score -234701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -234701.171875 Penalty: 784.216370
	Iteration 25F: 3 clusters Score -234701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -88225.812500 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -88225.81 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 1053 members 
Entering Unmasked Estep 
Score: -86696.976562 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -86696.98 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -87192.273438 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -87192.27 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -87317.070312 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -87317.07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -87493.507812 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -87493.51 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -87697.421875 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -87697.42 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -87888.593750 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -87888.59 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -87999.640625 Penalty: 695.818176
	Iteration 6F: 3 clusters Score -87999.64 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -88068.000000 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -88068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -88100.578125 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -88100.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -88125.671875 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -88125.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -88137.054688 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -88137.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -88142.414062 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -88142.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -88144.304688 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -88144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -88145.703125 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -88145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -88146.976562 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -88146.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -88148.242188 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -88148.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -88149.414062 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -88149.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -88149.679688 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -88149.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -88149.593750 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -88149.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -88149.593750 Penalty: 695.818176
	Iteration 19F: 3 clusters Score -88149.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Entering Unmasked Estep 
Score: -2377650.250000 Penalty: 496.353516
	Iteration 0F: 2 clusters Score -2377650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2340886.500000 Penalty: 992.707031
	Iteration 0F: 3 clusters Score -2340886 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -2356659.750000 Penalty: 992.707031
	Iteration 1F: 3 clusters Score -2356660 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -2357500.500000 Penalty: 992.707031
	Iteration 2Q: 3 clusters Score -2357500 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -2359047.750000 Penalty: 992.707031
	Iteration 3F: 3 clusters Score -2359048 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -2361648.250000 Penalty: 992.707031
	Iteration 4F: 3 clusters Score -2361648 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -2365366.500000 Penalty: 992.707031
	Iteration 5F: 3 clusters Score -2365366 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -2369164.000000 Penalty: 992.707031
	Iteration 6F: 3 clusters Score -2369164 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -2372008.250000 Penalty: 992.707031
	Iteration 7F: 3 clusters Score -2372008 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -2373766.000000 Penalty: 992.707031
	Iteration 8Q: 3 clusters Score -2373766 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -2374801.250000 Penalty: 992.707031
	Iteration 9Q: 3 clusters Score -2374801 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -2375468.500000 Penalty: 992.707031
	Iteration 10Q: 3 clusters Score -2375468 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -2375920.250000 Penalty: 992.707031
	Iteration 11Q: 3 clusters Score -2375920 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -2376228.500000 Penalty: 992.707031
	Iteration 12Q: 3 clusters Score -2376228 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -2376492.250000 Penalty: 992.707031
	Iteration 13Q: 3 clusters Score -2376492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -2376697.750000 Penalty: 992.707031
	Iteration 14Q: 3 clusters Score -2376698 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -2376837.500000 Penalty: 992.707031
	Iteration 15Q: 3 clusters Score -2376838 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -2376935.250000 Penalty: 992.707031
	Iteration 16Q: 3 clusters Score -2376935 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -2377023.500000 Penalty: 992.707031
	Iteration 17Q: 3 clusters Score -2377024 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -2377099.750000 Penalty: 992.707031
	Iteration 18Q: 3 clusters Score -2377100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -2377126.750000 Penalty: 992.707031
	Iteration 19Q: 3 clusters Score -2377127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -2377143.750000 Penalty: 992.707031
	Iteration 20F: 3 clusters Score -2377144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -2377156.000000 Penalty: 992.707031
	Iteration 21Q: 3 clusters Score -2377156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -2377163.750000 Penalty: 992.707031
	Iteration 22Q: 3 clusters Score -2377164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -2377174.500000 Penalty: 992.707031
	Iteration 23Q: 3 clusters Score -2377174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -2377177.000000 Penalty: 992.707031
	Iteration 24Q: 3 clusters Score -2377177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -2377185.000000 Penalty: 992.707031
	Iteration 25Q: 3 clusters Score -2377185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -2377191.000000 Penalty: 992.707031
	Iteration 26Q: 3 clusters Score -2377191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -2377194.500000 Penalty: 992.707031
	Iteration 27Q: 3 clusters Score -2377194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -2377200.000000 Penalty: 992.707031
	Iteration 28Q: 3 clusters Score -2377200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -2377204.500000 Penalty: 992.707031
	Iteration 29Q: 3 clusters Score -2377204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -2377204.250000 Penalty: 992.707031
	Iteration 30Q: 3 clusters Score -2377204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -2377203.500000 Penalty: 992.707031
	Iteration 31Q: 3 clusters Score -2377204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -2377205.500000 Penalty: 992.707031
	Iteration 32Q: 3 clusters Score -2377206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -2377204.250000 Penalty: 992.707031
	Iteration 33Q: 3 clusters Score -2377204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -2377204.750000 Penalty: 992.707031
	Iteration 34Q: 3 clusters Score -2377205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -2377210.250000 Penalty: 992.707031
	Iteration 35Q: 3 clusters Score -2377210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -2377209.500000 Penalty: 992.707031
	Iteration 36Q: 3 clusters Score -2377210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -2377212.500000 Penalty: 992.707031
	Iteration 37Q: 3 clusters Score -2377212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -2377213.500000 Penalty: 992.707031
	Iteration 38Q: 3 clusters Score -2377214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -2377216.500000 Penalty: 992.707031
	Iteration 39Q: 3 clusters Score -2377216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -2377217.250000 Penalty: 992.707031
	Iteration 40F: 3 clusters Score -2377217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -2377216.500000 Penalty: 992.707031
	Iteration 41Q: 3 clusters Score -2377216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -2377219.250000 Penalty: 992.707031
	Iteration 42Q: 3 clusters Score -2377219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -2377223.250000 Penalty: 992.707031
	Iteration 43Q: 3 clusters Score -2377223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -2377225.250000 Penalty: 992.707031
	Iteration 44Q: 3 clusters Score -2377225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -2377224.000000 Penalty: 992.707031
	Iteration 45Q: 3 clusters Score -2377224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -2377224.000000 Penalty: 992.707031
	Iteration 46F: 3 clusters Score -2377224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (148257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Entering Unmasked Estep 
Score: -6711107.000000 Penalty: 541.755005
	Iteration 0F: 2 clusters Score -6711107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -6610630.000000 Penalty: 1083.510010
	Iteration 0F: 3 clusters Score -6610630 nChanged 72843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -6659306.000000 Penalty: 1083.510010
	Iteration 1F: 3 clusters Score -6659306 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -6664749.500000 Penalty: 1083.510010
	Iteration 2F: 3 clusters Score -6664750 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -6674074.500000 Penalty: 1083.510010
	Iteration 3F: 3 clusters Score -6674074 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -6685856.000000 Penalty: 1083.510010
	Iteration 4F: 3 clusters Score -6685856 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -6694193.000000 Penalty: 1083.510010
	Iteration 5F: 3 clusters Score -6694193 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -6698940.000000 Penalty: 1083.510010
	Iteration 6Q: 3 clusters Score -6698940 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -6702531.500000 Penalty: 1083.510010
	Iteration 7Q: 3 clusters Score -6702532 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -6705099.000000 Penalty: 1083.510010
	Iteration 8Q: 3 clusters Score -6705099 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -6706804.500000 Penalty: 1083.510010
	Iteration 9Q: 3 clusters Score -6706804 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -6707825.500000 Penalty: 1083.510010
	Iteration 10Q: 3 clusters Score -6707826 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -6708357.500000 Penalty: 1083.510010
	Iteration 11Q: 3 clusters Score -6708358 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -6708763.000000 Penalty: 1083.510010
	Iteration 12Q: 3 clusters Score -6708763 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -6708927.000000 Penalty: 1083.510010
	Iteration 13Q: 3 clusters Score -6708927 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -6708946.500000 Penalty: 1083.510010
	Iteration 14Q: 3 clusters Score -6708946 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -6708974.000000 Penalty: 1083.510010
	Iteration 15Q: 3 clusters Score -6708974 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -6709004.000000 Penalty: 1083.510010
	Iteration 16Q: 3 clusters Score -6709004 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6709044.500000 Penalty: 1083.510010
	Iteration 17Q: 3 clusters Score -6709044 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -6709012.000000 Penalty: 1083.510010
	Iteration 18Q: 3 clusters Score -6709012 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -6709005.000000 Penalty: 1083.510010
	Iteration 19Q: 3 clusters Score -6709005 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -6709001.000000 Penalty: 1083.510010
	Iteration 20F: 3 clusters Score -6709001 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -6708994.000000 Penalty: 1083.510010
	Iteration 21Q: 3 clusters Score -6708994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -6709015.500000 Penalty: 1083.510010
	Iteration 22Q: 3 clusters Score -6709016 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -6709015.000000 Penalty: 1083.510010
	Iteration 23Q: 3 clusters Score -6709015 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -6709012.500000 Penalty: 1083.510010
	Iteration 24Q: 3 clusters Score -6709012 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -6708995.500000 Penalty: 1083.510010
	Iteration 25Q: 3 clusters Score -6708996 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -6708997.500000 Penalty: 1083.510010
	Iteration 26Q: 3 clusters Score -6708998 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -6708986.500000 Penalty: 1083.510010
	Iteration 27Q: 3 clusters Score -6708986 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -6709014.500000 Penalty: 1083.510010
	Iteration 28Q: 3 clusters Score -6709014 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -6709011.500000 Penalty: 1083.510010
	Iteration 29Q: 3 clusters Score -6709012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -6708987.500000 Penalty: 1083.510010
	Iteration 30Q: 3 clusters Score -6708988 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -6708940.500000 Penalty: 1083.510010
	Iteration 31Q: 3 clusters Score -6708940 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -6708935.000000 Penalty: 1083.510010
	Iteration 32Q: 3 clusters Score -6708935 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -6708912.500000 Penalty: 1083.510010
	Iteration 33Q: 3 clusters Score -6708912 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -6708920.500000 Penalty: 1083.510010
	Iteration 34Q: 3 clusters Score -6708920 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -6708918.500000 Penalty: 1083.510010
	Iteration 35Q: 3 clusters Score -6708918 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6708923.500000 Penalty: 1083.510010
	Iteration 36Q: 3 clusters Score -6708924 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -6708922.500000 Penalty: 1083.510010
	Iteration 37Q: 3 clusters Score -6708922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6708929.500000 Penalty: 1083.510010
	Iteration 38Q: 3 clusters Score -6708930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -6708931.000000 Penalty: 1083.510010
	Iteration 39Q: 3 clusters Score -6708931 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -6708920.500000 Penalty: 1083.510010
	Iteration 40F: 3 clusters Score -6708920 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -6708939.000000 Penalty: 1083.510010
	Iteration 41Q: 3 clusters Score -6708939 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -6708933.000000 Penalty: 1083.510010
	Iteration 42Q: 3 clusters Score -6708933 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6708916.000000 Penalty: 1083.510010
	Iteration 43Q: 3 clusters Score -6708916 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6708946.500000 Penalty: 1083.510010
	Iteration 44Q: 3 clusters Score -6708946 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6708937.000000 Penalty: 1083.510010
	Iteration 45Q: 3 clusters Score -6708937 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6708955.000000 Penalty: 1083.510010
	Iteration 46Q: 3 clusters Score -6708955 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6708970.500000 Penalty: 1083.510010
	Iteration 47Q: 3 clusters Score -6708970 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -6708965.500000 Penalty: 1083.510010
	Iteration 48Q: 3 clusters Score -6708966 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6708980.500000 Penalty: 1083.510010
	Iteration 49Q: 3 clusters Score -6708980 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6708954.500000 Penalty: 1083.510010
	Iteration 50Q: 3 clusters Score -6708954 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6708918.000000 Penalty: 1083.510010
	Iteration 51Q: 3 clusters Score -6708918 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6708905.500000 Penalty: 1083.510010
	Iteration 52Q: 3 clusters Score -6708906 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6708897.500000 Penalty: 1083.510010
	Iteration 53Q: 3 clusters Score -6708898 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -6708901.000000 Penalty: 1083.510010
	Iteration 54Q: 3 clusters Score -6708901 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -6708903.000000 Penalty: 1083.510010
	Iteration 55Q: 3 clusters Score -6708903 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6708895.000000 Penalty: 1083.510010
	Iteration 56Q: 3 clusters Score -6708895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6708886.000000 Penalty: 1083.510010
	Iteration 57Q: 3 clusters Score -6708886 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -6708907.500000 Penalty: 1083.510010
	Iteration 58Q: 3 clusters Score -6708908 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6708926.000000 Penalty: 1083.510010
	Iteration 59Q: 3 clusters Score -6708926 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6708948.500000 Penalty: 1083.510010
	Iteration 60F: 3 clusters Score -6708948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -6708939.000000 Penalty: 1083.510010
	Iteration 61Q: 3 clusters Score -6708939 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -6708958.500000 Penalty: 1083.510010
	Iteration 62Q: 3 clusters Score -6708958 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6708959.000000 Penalty: 1083.510010
	Iteration 63Q: 3 clusters Score -6708959 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6708999.500000 Penalty: 1083.510010
	Iteration 64Q: 3 clusters Score -6709000 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -6709000.000000 Penalty: 1083.510010
	Iteration 65Q: 3 clusters Score -6709000 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6708969.500000 Penalty: 1083.510010
	Iteration 66Q: 3 clusters Score -6708970 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -6708954.000000 Penalty: 1083.510010
	Iteration 67Q: 3 clusters Score -6708954 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6708993.500000 Penalty: 1083.510010
	Iteration 68Q: 3 clusters Score -6708994 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -6708985.500000 Penalty: 1083.510010
	Iteration 69Q: 3 clusters Score -6708986 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -6709004.500000 Penalty: 1083.510010
	Iteration 70Q: 3 clusters Score -6709004 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6709005.500000 Penalty: 1083.510010
	Iteration 71Q: 3 clusters Score -6709006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -6709005.500000 Penalty: 1083.510010
	Iteration 72Q: 3 clusters Score -6709006 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107367 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6709010.000000 Penalty: 1083.510010
	Iteration 73Q: 3 clusters Score -6709010 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -6709031.000000 Penalty: 1083.510010
	Iteration 74Q: 3 clusters Score -6709031 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -6709058.000000 Penalty: 1083.510010
	Iteration 75Q: 3 clusters Score -6709058 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -6709035.000000 Penalty: 1083.510010
	Iteration 76Q: 3 clusters Score -6709035 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -6709038.000000 Penalty: 1083.510010
	Iteration 77Q: 3 clusters Score -6709038 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6709067.000000 Penalty: 1083.510010
	Iteration 78Q: 3 clusters Score -6709067 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -6709090.000000 Penalty: 1083.510010
	Iteration 79Q: 3 clusters Score -6709090 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -6709132.500000 Penalty: 1083.510010
	Iteration 80F: 3 clusters Score -6709132 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -6709131.500000 Penalty: 1083.510010
	Iteration 81Q: 3 clusters Score -6709132 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6709152.000000 Penalty: 1083.510010
	Iteration 82Q: 3 clusters Score -6709152 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111792 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -6709125.000000 Penalty: 1083.510010
	Iteration 83Q: 3 clusters Score -6709125 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6709133.500000 Penalty: 1083.510010
	Iteration 84Q: 3 clusters Score -6709134 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -6709190.000000 Penalty: 1083.510010
	Iteration 85Q: 3 clusters Score -6709190 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -6709205.000000 Penalty: 1083.510010
	Iteration 86Q: 3 clusters Score -6709205 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6709203.000000 Penalty: 1083.510010
	Iteration 87Q: 3 clusters Score -6709203 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -6709177.500000 Penalty: 1083.510010
	Iteration 88Q: 3 clusters Score -6709178 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6709185.000000 Penalty: 1083.510010
	Iteration 89Q: 3 clusters Score -6709185 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -6709193.500000 Penalty: 1083.510010
	Iteration 90Q: 3 clusters Score -6709194 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -6709212.000000 Penalty: 1083.510010
	Iteration 91Q: 3 clusters Score -6709212 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6709237.500000 Penalty: 1083.510010
	Iteration 92Q: 3 clusters Score -6709238 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -6709252.500000 Penalty: 1083.510010
	Iteration 93Q: 3 clusters Score -6709252 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -6709276.000000 Penalty: 1083.510010
	Iteration 94Q: 3 clusters Score -6709276 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6709255.500000 Penalty: 1083.510010
	Iteration 95Q: 3 clusters Score -6709256 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -6709239.500000 Penalty: 1083.510010
	Iteration 96Q: 3 clusters Score -6709240 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -6709243.000000 Penalty: 1083.510010
	Iteration 97Q: 3 clusters Score -6709243 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6709280.000000 Penalty: 1083.510010
	Iteration 98Q: 3 clusters Score -6709280 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -6709312.000000 Penalty: 1083.510010
	Iteration 99Q: 3 clusters Score -6709312 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6709321.500000 Penalty: 1083.510010
	Iteration 100F: 3 clusters Score -6709322 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6709362.500000 Penalty: 1083.510010
	Iteration 101Q: 3 clusters Score -6709362 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6709370.500000 Penalty: 1083.510010
	Iteration 102Q: 3 clusters Score -6709370 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 123856 members 
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Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 23241 members 
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Mstep: Class 1 contains 125382 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 21030 members 
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	Iteration 119Q: 3 clusters Score -6709748 nChanged 333
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Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 20697 members 
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	Iteration 120F: 3 clusters Score -6709767 nChanged 364
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Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19162 members 
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Mstep: Class 2 contains 18368 members 
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Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12199 members 
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Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11603 members 
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Mstep: Class 1 contains 136944 members 
Mstep: Class 2 contains 11313 members 
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Mstep: Class 2 contains 10706 members 
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Mstep: Class 1 contains 137841 members 
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Mstep: Class 2 contains 9896 members 
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	Iteration 180F: 3 clusters Score -6710692 nChanged 67
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	Iteration 185Q: 3 clusters Score -6710704 nChanged 28
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	Iteration 189Q: 3 clusters Score -6710698 nChanged 33
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6710718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145048 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6710722.500000 Penalty: 1083.510010
	Iteration 200F: 3 clusters Score -6710722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6710726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6710725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145067 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6710730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6710724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6710730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6710726 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6710727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6710732 nChanged 22
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Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6710726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6710732 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6710728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145203 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6710728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6710720 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6710730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6710730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6710730 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6710744 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6710739 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145296 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6710748 nChanged 23
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Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6710750 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145342 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6710750 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145365 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6710752 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145392 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6710752 nChanged 26
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Mstep: Class 1 contains 145412 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6710762 nChanged 24
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Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6710764 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 2802 members 
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	Iteration 227Q: 3 clusters Score -6710772 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145469 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6710778 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145490 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6710764 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145520 members 
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	Iteration 230Q: 3 clusters Score -6710760 nChanged 37
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Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6710763 nChanged 29
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Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6710770 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145592 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6710769 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145606 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6710772 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6710777 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145617 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6710788 nChanged 20
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Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6710784 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6710789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6710792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6710788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -6710788 nChanged 19
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Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6710791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6710785 nChanged 18
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Mstep: Class 1 contains 145724 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -6710789 nChanged 28
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Mstep: Class 1 contains 145752 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6710786 nChanged 18
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Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6710778 nChanged 24
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Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -6710790 nChanged 37
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -6710782 nChanged 30
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6710776 nChanged 32
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Mstep: Class 2 contains 2402 members 
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	Iteration 250Q: 3 clusters Score -6710774 nChanged 25
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Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 2383 members 
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	Iteration 251Q: 3 clusters Score -6710772 nChanged 33
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Mstep: Class 1 contains 145901 members 
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	Iteration 252Q: 3 clusters Score -6710780 nChanged 24
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Mstep: Class 1 contains 145915 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -6710778 nChanged 34
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Mstep: Class 2 contains 2312 members 
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	Iteration 254Q: 3 clusters Score -6710788 nChanged 29
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Mstep: Class 2 contains 2285 members 
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	Iteration 255Q: 3 clusters Score -6710785 nChanged 23
Entering Unmasked Mstep 
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	Iteration 256Q: 3 clusters Score -6710794 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -6710796 nChanged 31
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Mstep: Class 1 contains 146044 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -6710792 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146077 members 
Mstep: Class 2 contains 2180 members 
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	Iteration 259Q: 3 clusters Score -6710777 nChanged 30
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Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6710790 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -6710784 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -6710781 nChanged 39
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Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6710774 nChanged 34
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Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -6710766 nChanged 40
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Mstep: Class 1 contains 146249 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -6710765 nChanged 35
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Mstep: Class 2 contains 1983 members 
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	Iteration 266Q: 3 clusters Score -6710766 nChanged 34
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Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -6710760 nChanged 36
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Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6710754.000000 Penalty: 1083.510010
	Iteration 268Q: 3 clusters Score -6710754 nChanged 35
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Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -6710760 nChanged 39
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -6710770 nChanged 39
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Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -6710783 nChanged 41
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	Iteration 272Q: 3 clusters Score -6710788 nChanged 40
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	Iteration 273Q: 3 clusters Score -6710789 nChanged 36
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Mstep: Class 2 contains 1775 members 
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	Iteration 274Q: 3 clusters Score -6710787 nChanged 23
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	Iteration 275Q: 3 clusters Score -6710794 nChanged 31
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Mstep: Class 2 contains 1747 members 
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	Iteration 276Q: 3 clusters Score -6710792 nChanged 28
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	Iteration 277Q: 3 clusters Score -6710792 nChanged 31
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	Iteration 278Q: 3 clusters Score -6710801 nChanged 18
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Mstep: Class 2 contains 1690 members 
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	Iteration 280F: 3 clusters Score -6710802 nChanged 16
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Mstep: Class 2 contains 1659 members 
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	Iteration 281Q: 3 clusters Score -6710805 nChanged 12
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Score: -6710813.500000 Penalty: 1083.510010
	Iteration 282Q: 3 clusters Score -6710814 nChanged 12
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Entering Unmasked Estep 
Score: -6710819.500000 Penalty: 1083.510010
	Iteration 283Q: 3 clusters Score -6710820 nChanged 12
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	Iteration 284Q: 3 clusters Score -6710815 nChanged 8
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Mstep: Class 2 contains 1629 members 
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	Iteration 285Q: 3 clusters Score -6710820 nChanged 14
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Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -6710816 nChanged 16
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -6710814 nChanged 14
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Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6710812.000000 Penalty: 1083.510010
	Iteration 288Q: 3 clusters Score -6710812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6710811.500000 Penalty: 1083.510010
	Iteration 289Q: 3 clusters Score -6710812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6710814.000000 Penalty: 1083.510010
	Iteration 290Q: 3 clusters Score -6710814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6710813.500000 Penalty: 1083.510010
	Iteration 291Q: 3 clusters Score -6710814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6710815.500000 Penalty: 1083.510010
	Iteration 292Q: 3 clusters Score -6710816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6710814.000000 Penalty: 1083.510010
	Iteration 293Q: 3 clusters Score -6710814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6710814.000000 Penalty: 1083.510010
	Iteration 294Q: 3 clusters Score -6710814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6710815.000000 Penalty: 1083.510010
	Iteration 295Q: 3 clusters Score -6710815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6710816.500000 Penalty: 1083.510010
	Iteration 296Q: 3 clusters Score -6710816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146767 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6710816.500000 Penalty: 1083.510010
	Iteration 297Q: 3 clusters Score -6710816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6710820.000000 Penalty: 1083.510010
	Iteration 298Q: 3 clusters Score -6710820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6710820.000000 Penalty: 1083.510010
	Iteration 299Q: 3 clusters Score -6710820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6710826.000000 Penalty: 1083.510010
	Iteration 300F: 3 clusters Score -6710826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6710834.000000 Penalty: 1083.510010
	Iteration 301Q: 3 clusters Score -6710834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6710834.500000 Penalty: 1083.510010
	Iteration 302Q: 3 clusters Score -6710834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6710832.500000 Penalty: 1083.510010
	Iteration 303Q: 3 clusters Score -6710832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6710834.000000 Penalty: 1083.510010
	Iteration 304Q: 3 clusters Score -6710834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146836 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6710830.000000 Penalty: 1083.510010
	Iteration 305Q: 3 clusters Score -6710830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146839 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6710824.500000 Penalty: 1083.510010
	Iteration 306Q: 3 clusters Score -6710824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6710826.000000 Penalty: 1083.510010
	Iteration 307Q: 3 clusters Score -6710826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6710826.500000 Penalty: 1083.510010
	Iteration 308Q: 3 clusters Score -6710826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146853 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6710825.000000 Penalty: 1083.510010
	Iteration 309Q: 3 clusters Score -6710825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146861 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6710828.500000 Penalty: 1083.510010
	Iteration 310Q: 3 clusters Score -6710828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6710828.500000 Penalty: 1083.510010
	Iteration 311Q: 3 clusters Score -6710828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6710830.500000 Penalty: 1083.510010
	Iteration 312Q: 3 clusters Score -6710830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6710826.500000 Penalty: 1083.510010
	Iteration 313Q: 3 clusters Score -6710826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6710827.000000 Penalty: 1083.510010
	Iteration 314Q: 3 clusters Score -6710827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6710827.500000 Penalty: 1083.510010
	Iteration 315Q: 3 clusters Score -6710828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6710825.000000 Penalty: 1083.510010
	Iteration 316Q: 3 clusters Score -6710825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6710822.500000 Penalty: 1083.510010
	Iteration 317Q: 3 clusters Score -6710822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6710834.500000 Penalty: 1083.510010
	Iteration 318Q: 3 clusters Score -6710834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6710828.500000 Penalty: 1083.510010
	Iteration 319Q: 3 clusters Score -6710828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6710832.500000 Penalty: 1083.510010
	Iteration 320F: 3 clusters Score -6710832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6710830.500000 Penalty: 1083.510010
	Iteration 321Q: 3 clusters Score -6710830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6710833.500000 Penalty: 1083.510010
	Iteration 322Q: 3 clusters Score -6710834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6710833.500000 Penalty: 1083.510010
	Iteration 323F: 3 clusters Score -6710834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -546835.125000 Penalty: 429.877625
	Iteration 0F: 2 clusters Score -546835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -538379.312500 Penalty: 859.755249
	Iteration 0F: 3 clusters Score -538379.3 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -541805.000000 Penalty: 859.755249
	Iteration 1F: 3 clusters Score -541805 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -541926.187500 Penalty: 859.755249
	Iteration 2Q: 3 clusters Score -541926.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -542062.437500 Penalty: 859.755249
	Iteration 3Q: 3 clusters Score -542062.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -542229.312500 Penalty: 859.755249
	Iteration 4Q: 3 clusters Score -542229.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -542501.937500 Penalty: 859.755249
	Iteration 5Q: 3 clusters Score -542501.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -543042.187500 Penalty: 859.755249
	Iteration 6F: 3 clusters Score -543042.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -543921.437500 Penalty: 859.755249
	Iteration 7F: 3 clusters Score -543921.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -544759.937500 Penalty: 859.755249
	Iteration 8F: 3 clusters Score -544759.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -545227.312500 Penalty: 859.755249
	Iteration 9F: 3 clusters Score -545227.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -545497.375000 Penalty: 859.755249
	Iteration 10Q: 3 clusters Score -545497.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -545727.687500 Penalty: 859.755249
	Iteration 11Q: 3 clusters Score -545727.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -545976.750000 Penalty: 859.755249
	Iteration 12Q: 3 clusters Score -545976.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -546265.937500 Penalty: 859.755249
	Iteration 13Q: 3 clusters Score -546265.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -546525.625000 Penalty: 859.755249
	Iteration 14Q: 3 clusters Score -546525.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -546679.500000 Penalty: 859.755249
	Iteration 15Q: 3 clusters Score -546679.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -546758.062500 Penalty: 859.755249
	Iteration 16Q: 3 clusters Score -546758.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -546798.562500 Penalty: 859.755249
	Iteration 17Q: 3 clusters Score -546798.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -546816.812500 Penalty: 859.755249
	Iteration 18Q: 3 clusters Score -546816.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -546825.312500 Penalty: 859.755249
	Iteration 19Q: 3 clusters Score -546825.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -546829.187500 Penalty: 859.755249
	Iteration 20F: 3 clusters Score -546829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -546832.125000 Penalty: 859.755249
	Iteration 21Q: 3 clusters Score -546832.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -546832.687500 Penalty: 859.755249
	Iteration 22Q: 3 clusters Score -546832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -546833.187500 Penalty: 859.755249
	Iteration 23Q: 3 clusters Score -546833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -546833.937500 Penalty: 859.755249
	Iteration 24Q: 3 clusters Score -546833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -546832.875000 Penalty: 859.755249
	Iteration 25Q: 3 clusters Score -546832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -546834.250000 Penalty: 859.755249
	Iteration 26Q: 3 clusters Score -546834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -546834.500000 Penalty: 859.755249
	Iteration 27Q: 3 clusters Score -546834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -546834.500000 Penalty: 859.755249
	Iteration 28F: 3 clusters Score -546834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Entering Unmasked Estep 
Score: -734403.062500 Penalty: 443.738312
	Iteration 0F: 2 clusters Score -734403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -722933.750000 Penalty: 887.476624
	Iteration 0F: 3 clusters Score -722933.8 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -727671.312500 Penalty: 887.476624
	Iteration 1F: 3 clusters Score -727671.3 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -728287.750000 Penalty: 887.476624
	Iteration 2F: 3 clusters Score -728287.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -729391.437500 Penalty: 887.476624
	Iteration 3F: 3 clusters Score -729391.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -730888.875000 Penalty: 887.476624
	Iteration 4F: 3 clusters Score -730888.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -732373.500000 Penalty: 887.476624
	Iteration 5F: 3 clusters Score -732373.5 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -733386.437500 Penalty: 887.476624
	Iteration 6F: 3 clusters Score -733386.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -733895.187500 Penalty: 887.476624
	Iteration 7Q: 3 clusters Score -733895.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -734098.875000 Penalty: 887.476624
	Iteration 8Q: 3 clusters Score -734098.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -734191.812500 Penalty: 887.476624
	Iteration 9Q: 3 clusters Score -734191.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -734237.562500 Penalty: 887.476624
	Iteration 10Q: 3 clusters Score -734237.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -734262.750000 Penalty: 887.476624
	Iteration 11Q: 3 clusters Score -734262.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -734274.687500 Penalty: 887.476624
	Iteration 12Q: 3 clusters Score -734274.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -734285.250000 Penalty: 887.476624
	Iteration 13Q: 3 clusters Score -734285.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -734288.750000 Penalty: 887.476624
	Iteration 14Q: 3 clusters Score -734288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -734290.062500 Penalty: 887.476624
	Iteration 15Q: 3 clusters Score -734290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -734293.062500 Penalty: 887.476624
	Iteration 16Q: 3 clusters Score -734293.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -734293.562500 Penalty: 887.476624
	Iteration 17Q: 3 clusters Score -734293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -734294.375000 Penalty: 887.476624
	Iteration 18Q: 3 clusters Score -734294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -734294.375000 Penalty: 887.476624
	Iteration 19F: 3 clusters Score -734294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 138122 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 306442 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 295027 members 
Mstep: Class 7 contains 22083 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41675 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 54659 members 
Mstep: Class 13 contains 148257 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 17 contains 17197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936520.000000 Penalty: 9503.934570
Iteration 159Q: 16 clusters Score -4.693652e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 137932 members 
Mstep: Class 3 contains 21220 members 
Mstep: Class 4 contains 306200 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 294600 members 
Mstep: Class 7 contains 22056 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 54778 members 
Mstep: Class 13 contains 148682 members 
Mstep: Class 14 contains 12715 members 
Mstep: Class 17 contains 17186 members 
Entering Unmasked Estep 
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Iteration 160F: 16 clusters Score -4.693646e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 137712 members 
Mstep: Class 3 contains 21252 members 
Mstep: Class 4 contains 306033 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 294201 members 
Mstep: Class 7 contains 22037 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41701 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 54885 members 
Mstep: Class 13 contains 149030 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 17 contains 17175 members 
Entering Unmasked Estep 
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Iteration 161Q: 16 clusters Score -4.693674e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 137473 members 
Mstep: Class 3 contains 21273 members 
Mstep: Class 4 contains 305911 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 293799 members 
Mstep: Class 7 contains 22021 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41717 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 54991 members 
Mstep: Class 13 contains 149378 members 
Mstep: Class 14 contains 12765 members 
Mstep: Class 17 contains 17168 members 
Entering Unmasked Estep 
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Iteration 162Q: 16 clusters Score -4.693672e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 137211 members 
Mstep: Class 3 contains 21287 members 
Mstep: Class 4 contains 305801 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 293335 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 55092 members 
Mstep: Class 13 contains 149784 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 17 contains 17172 members 
Entering Unmasked Estep 
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Iteration 163Q: 16 clusters Score -4.693681e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 136948 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 305651 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 292897 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 55182 members 
Mstep: Class 13 contains 150214 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 17 contains 17180 members 
Entering Unmasked Estep 
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Iteration 164Q: 16 clusters Score -4.693689e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 136661 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 305484 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 292462 members 
Mstep: Class 7 contains 21988 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 55253 members 
Mstep: Class 13 contains 150700 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 17 contains 17183 members 
Entering Unmasked Estep 
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Iteration 165Q: 16 clusters Score -4.693699e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 136357 members 
Mstep: Class 3 contains 21353 members 
Mstep: Class 4 contains 305345 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 291940 members 
Mstep: Class 7 contains 21982 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41834 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 55328 members 
Mstep: Class 13 contains 151247 members 
Mstep: Class 14 contains 12863 members 
Mstep: Class 17 contains 17190 members 
Entering Unmasked Estep 
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Iteration 166Q: 16 clusters Score -4.693685e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 136059 members 
Mstep: Class 3 contains 21375 members 
Mstep: Class 4 contains 305297 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 291423 members 
Mstep: Class 7 contains 21968 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41862 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 55378 members 
Mstep: Class 13 contains 151751 members 
Mstep: Class 14 contains 12893 members 
Mstep: Class 17 contains 17209 members 
Entering Unmasked Estep 
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Iteration 167Q: 16 clusters Score -4.693703e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 135816 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 305270 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 290894 members 
Mstep: Class 7 contains 21958 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41877 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 55404 members 
Mstep: Class 13 contains 152239 members 
Mstep: Class 14 contains 12929 members 
Mstep: Class 17 contains 17218 members 
Entering Unmasked Estep 
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Iteration 168Q: 16 clusters Score -4.693694e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 135578 members 
Mstep: Class 3 contains 21445 members 
Mstep: Class 4 contains 305290 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 290329 members 
Mstep: Class 7 contains 21941 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41904 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 55428 members 
Mstep: Class 13 contains 152748 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 17 contains 17224 members 
Entering Unmasked Estep 
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Iteration 169Q: 16 clusters Score -4.693698e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 135321 members 
Mstep: Class 3 contains 21501 members 
Mstep: Class 4 contains 305316 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 289750 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41928 members 
Mstep: Class 10 contains 5829 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 55450 members 
Mstep: Class 13 contains 153297 members 
Mstep: Class 14 contains 12992 members 
Mstep: Class 17 contains 17227 members 
Entering Unmasked Estep 
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Iteration 170Q: 16 clusters Score -4.693692e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 135058 members 
Mstep: Class 3 contains 21552 members 
Mstep: Class 4 contains 305279 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 289251 members 
Mstep: Class 7 contains 21902 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41959 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 55450 members 
Mstep: Class 13 contains 153849 members 
Mstep: Class 14 contains 13031 members 
Mstep: Class 17 contains 17234 members 
Entering Unmasked Estep 
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Iteration 171Q: 16 clusters Score -4.693685e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 134760 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 305281 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 288745 members 
Mstep: Class 7 contains 21882 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 41997 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 55429 members 
Mstep: Class 13 contains 154404 members 
Mstep: Class 14 contains 13074 members 
Mstep: Class 17 contains 17241 members 
Entering Unmasked Estep 
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Iteration 172Q: 16 clusters Score -4.693691e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 134481 members 
Mstep: Class 3 contains 21628 members 
Mstep: Class 4 contains 305286 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 288316 members 
Mstep: Class 7 contains 21864 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42024 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 55386 members 
Mstep: Class 13 contains 154898 members 
Mstep: Class 14 contains 13117 members 
Mstep: Class 17 contains 17250 members 
Entering Unmasked Estep 
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Iteration 173Q: 16 clusters Score -4.693691e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 134172 members 
Mstep: Class 3 contains 21669 members 
Mstep: Class 4 contains 305215 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 287826 members 
Mstep: Class 7 contains 21847 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 5806 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 55342 members 
Mstep: Class 13 contains 155552 members 
Mstep: Class 14 contains 13161 members 
Mstep: Class 17 contains 17265 members 
Entering Unmasked Estep 
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Iteration 174Q: 16 clusters Score -4.693678e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 133872 members 
Mstep: Class 3 contains 21714 members 
Mstep: Class 4 contains 305209 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 287375 members 
Mstep: Class 7 contains 21828 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42072 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 55291 members 
Mstep: Class 13 contains 156140 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 17 contains 17262 members 
Entering Unmasked Estep 
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Iteration 175Q: 16 clusters Score -4.69367e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 133589 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 305121 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 286884 members 
Mstep: Class 7 contains 21807 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42099 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 55246 members 
Mstep: Class 13 contains 156830 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 17 contains 17264 members 
Entering Unmasked Estep 
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Iteration 176Q: 16 clusters Score -4.693679e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 133301 members 
Mstep: Class 3 contains 21778 members 
Mstep: Class 4 contains 305056 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 286389 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42113 members 
Mstep: Class 10 contains 5737 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 55191 members 
Mstep: Class 13 contains 157510 members 
Mstep: Class 14 contains 13274 members 
Mstep: Class 17 contains 17273 members 
Entering Unmasked Estep 
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Iteration 177Q: 16 clusters Score -4.693678e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 133009 members 
Mstep: Class 3 contains 21818 members 
Mstep: Class 4 contains 304919 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 285750 members 
Mstep: Class 7 contains 21762 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42132 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 55123 members 
Mstep: Class 13 contains 158417 members 
Mstep: Class 14 contains 13308 members 
Mstep: Class 17 contains 17286 members 
Entering Unmasked Estep 
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Iteration 178Q: 16 clusters Score -4.693672e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 132712 members 
Mstep: Class 3 contains 21855 members 
Mstep: Class 4 contains 304819 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 285068 members 
Mstep: Class 7 contains 21739 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42155 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 55044 members 
Mstep: Class 13 contains 159341 members 
Mstep: Class 14 contains 13332 members 
Mstep: Class 17 contains 17300 members 
Entering Unmasked Estep 
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Iteration 179Q: 16 clusters Score -4.693682e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 132384 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 304743 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 284301 members 
Mstep: Class 7 contains 21717 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42177 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 54972 members 
Mstep: Class 13 contains 160367 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 17 contains 17310 members 
Entering Unmasked Estep 
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Iteration 180F: 16 clusters Score -4.693668e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 132074 members 
Mstep: Class 3 contains 21972 members 
Mstep: Class 4 contains 304684 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 283505 members 
Mstep: Class 7 contains 21693 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42191 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 54874 members 
Mstep: Class 13 contains 161410 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 17 contains 17317 members 
Entering Unmasked Estep 
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Iteration 181Q: 16 clusters Score -4.693657e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 131710 members 
Mstep: Class 3 contains 22031 members 
Mstep: Class 4 contains 304712 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 282629 members 
Mstep: Class 7 contains 21665 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42204 members 
Mstep: Class 10 contains 5690 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 54770 members 
Mstep: Class 13 contains 162477 members 
Mstep: Class 14 contains 13404 members 
Mstep: Class 17 contains 17329 members 
Entering Unmasked Estep 
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Iteration 182Q: 16 clusters Score -4.693648e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 131362 members 
Mstep: Class 3 contains 22077 members 
Mstep: Class 4 contains 304731 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 281691 members 
Mstep: Class 7 contains 21640 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42218 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 54658 members 
Mstep: Class 13 contains 163613 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 17 contains 17337 members 
Entering Unmasked Estep 
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Iteration 183Q: 16 clusters Score -4.693639e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 131015 members 
Mstep: Class 3 contains 22121 members 
Mstep: Class 4 contains 304838 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 280811 members 
Mstep: Class 7 contains 21619 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42232 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 54536 members 
Mstep: Class 13 contains 164615 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 17 contains 17342 members 
Entering Unmasked Estep 
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Iteration 184Q: 16 clusters Score -4.693624e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 130654 members 
Mstep: Class 3 contains 22160 members 
Mstep: Class 4 contains 304860 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 279814 members 
Mstep: Class 7 contains 21594 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42245 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 54429 members 
Mstep: Class 13 contains 165808 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 17 contains 17352 members 
Entering Unmasked Estep 
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Iteration 185Q: 16 clusters Score -4.693633e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 130291 members 
Mstep: Class 3 contains 22216 members 
Mstep: Class 4 contains 304899 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 278859 members 
Mstep: Class 7 contains 21566 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42266 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 54299 members 
Mstep: Class 13 contains 166965 members 
Mstep: Class 14 contains 13504 members 
Mstep: Class 17 contains 17362 members 
Entering Unmasked Estep 
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Iteration 186Q: 16 clusters Score -4.693624e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 129934 members 
Mstep: Class 3 contains 22267 members 
Mstep: Class 4 contains 304956 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 277810 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42280 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 54192 members 
Mstep: Class 13 contains 168172 members 
Mstep: Class 14 contains 13513 members 
Mstep: Class 17 contains 17376 members 
Entering Unmasked Estep 
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Iteration 187Q: 16 clusters Score -4.69363e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 129542 members 
Mstep: Class 3 contains 22318 members 
Mstep: Class 4 contains 305088 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 276768 members 
Mstep: Class 7 contains 21503 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42296 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 54080 members 
Mstep: Class 13 contains 169349 members 
Mstep: Class 14 contains 13521 members 
Mstep: Class 17 contains 17392 members 
Entering Unmasked Estep 
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Iteration 188Q: 16 clusters Score -4.693619e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 129102 members 
Mstep: Class 3 contains 22379 members 
Mstep: Class 4 contains 305270 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 275702 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42314 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 53961 members 
Mstep: Class 13 contains 170547 members 
Mstep: Class 14 contains 13531 members 
Mstep: Class 17 contains 17413 members 
Entering Unmasked Estep 
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Iteration 189Q: 16 clusters Score -4.693621e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 128648 members 
Mstep: Class 3 contains 22439 members 
Mstep: Class 4 contains 305472 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 274535 members 
Mstep: Class 7 contains 21424 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42339 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 53850 members 
Mstep: Class 13 contains 171816 members 
Mstep: Class 14 contains 13547 members 
Mstep: Class 17 contains 17436 members 
Entering Unmasked Estep 
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Iteration 190Q: 16 clusters Score -4.693624e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 128186 members 
Mstep: Class 3 contains 22503 members 
Mstep: Class 4 contains 305574 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 273215 members 
Mstep: Class 7 contains 21394 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42358 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 53740 members 
Mstep: Class 13 contains 173340 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 17 contains 17469 members 
Entering Unmasked Estep 
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Iteration 191Q: 16 clusters Score -4.693625e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 127696 members 
Mstep: Class 3 contains 22554 members 
Mstep: Class 4 contains 305659 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 271904 members 
Mstep: Class 7 contains 21368 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42375 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 53616 members 
Mstep: Class 13 contains 174898 members 
Mstep: Class 14 contains 13589 members 
Mstep: Class 17 contains 17498 members 
Entering Unmasked Estep 
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Iteration 192Q: 16 clusters Score -4.693637e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 127222 members 
Mstep: Class 3 contains 22613 members 
Mstep: Class 4 contains 305721 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 270534 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 42393 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 53507 members 
Mstep: Class 13 contains 176530 members 
Mstep: Class 14 contains 13611 members 
Mstep: Class 17 contains 17516 members 
Entering Unmasked Estep 
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Iteration 193Q: 16 clusters Score -4.69361e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 126749 members 
Mstep: Class 3 contains 22666 members 
Mstep: Class 4 contains 305759 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 269060 members 
Mstep: Class 7 contains 21324 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 53395 members 
Mstep: Class 13 contains 178299 members 
Mstep: Class 14 contains 13628 members 
Mstep: Class 17 contains 17536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936280.000000 Penalty: 9503.934570
Iteration 194Q: 16 clusters Score -4.693628e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 126309 members 
Mstep: Class 3 contains 22716 members 
Mstep: Class 4 contains 305770 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 267538 members 
Mstep: Class 7 contains 21302 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42440 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 53288 members 
Mstep: Class 13 contains 180100 members 
Mstep: Class 14 contains 13649 members 
Mstep: Class 17 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936320.000000 Penalty: 9503.934570
Iteration 195Q: 16 clusters Score -4.693632e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 125911 members 
Mstep: Class 3 contains 22764 members 
Mstep: Class 4 contains 305798 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 265994 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 53200 members 
Mstep: Class 13 contains 181845 members 
Mstep: Class 14 contains 13671 members 
Mstep: Class 17 contains 17585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936148.000000 Penalty: 9503.934570
Iteration 196Q: 16 clusters Score -4.693615e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 125496 members 
Mstep: Class 3 contains 22816 members 
Mstep: Class 4 contains 305927 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 264363 members 
Mstep: Class 7 contains 21257 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42498 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 53109 members 
Mstep: Class 13 contains 183638 members 
Mstep: Class 14 contains 13698 members 
Mstep: Class 17 contains 17605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936008.000000 Penalty: 9503.934570
Iteration 197Q: 16 clusters Score -4.693601e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 125052 members 
Mstep: Class 3 contains 22875 members 
Mstep: Class 4 contains 305938 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 262727 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 53003 members 
Mstep: Class 13 contains 185595 members 
Mstep: Class 14 contains 13716 members 
Mstep: Class 17 contains 17614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935876.000000 Penalty: 9503.934570
Iteration 198Q: 16 clusters Score -4.693588e+07 nChanged 2960
Entering ConstructFrom: 
Score: -46935876.000000 Penalty: 9503.934570
Entering ConstructFrom: 
Trying to split cluster 1 (56671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Entering Unmasked Estep 
Score: -2507510.250000 Penalty: 497.998322
	Iteration 0F: 2 clusters Score -2507510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -2469395.250000 Penalty: 995.996643
	Iteration 0F: 3 clusters Score -2469395 nChanged 27689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -2485830.250000 Penalty: 995.996643
	Iteration 1F: 3 clusters Score -2485830 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -2486445.500000 Penalty: 995.996643
	Iteration 2Q: 3 clusters Score -2486446 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -2487524.000000 Penalty: 995.996643
	Iteration 3Q: 3 clusters Score -2487524 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -2489193.250000 Penalty: 995.996643
	Iteration 4F: 3 clusters Score -2489193 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -2491819.500000 Penalty: 995.996643
	Iteration 5F: 3 clusters Score -2491820 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -2495150.000000 Penalty: 995.996643
	Iteration 6F: 3 clusters Score -2495150 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -2498488.000000 Penalty: 995.996643
	Iteration 7F: 3 clusters Score -2498488 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -2501167.750000 Penalty: 995.996643
	Iteration 8F: 3 clusters Score -2501168 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -2503032.000000 Penalty: 995.996643
	Iteration 9Q: 3 clusters Score -2503032 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -2504209.500000 Penalty: 995.996643
	Iteration 10Q: 3 clusters Score -2504210 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -2505014.750000 Penalty: 995.996643
	Iteration 11Q: 3 clusters Score -2505015 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -2505596.500000 Penalty: 995.996643
	Iteration 12Q: 3 clusters Score -2505596 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -2505984.750000 Penalty: 995.996643
	Iteration 13Q: 3 clusters Score -2505985 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -2506264.250000 Penalty: 995.996643
	Iteration 14Q: 3 clusters Score -2506264 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -2506475.250000 Penalty: 995.996643
	Iteration 15Q: 3 clusters Score -2506475 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -2506623.750000 Penalty: 995.996643
	Iteration 16Q: 3 clusters Score -2506624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -2506739.250000 Penalty: 995.996643
	Iteration 17Q: 3 clusters Score -2506739 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -2506805.250000 Penalty: 995.996643
	Iteration 18Q: 3 clusters Score -2506805 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -2506858.500000 Penalty: 995.996643
	Iteration 19Q: 3 clusters Score -2506858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -2506902.750000 Penalty: 995.996643
	Iteration 20F: 3 clusters Score -2506903 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -2506932.250000 Penalty: 995.996643
	Iteration 21Q: 3 clusters Score -2506932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -2506961.250000 Penalty: 995.996643
	Iteration 22Q: 3 clusters Score -2506961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -2506993.250000 Penalty: 995.996643
	Iteration 23Q: 3 clusters Score -2506993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -2507022.750000 Penalty: 995.996643
	Iteration 24Q: 3 clusters Score -2507023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -2507032.000000 Penalty: 995.996643
	Iteration 25Q: 3 clusters Score -2507032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -2507044.250000 Penalty: 995.996643
	Iteration 26Q: 3 clusters Score -2507044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -2507054.000000 Penalty: 995.996643
	Iteration 27Q: 3 clusters Score -2507054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -2507063.750000 Penalty: 995.996643
	Iteration 28Q: 3 clusters Score -2507064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -2507068.000000 Penalty: 995.996643
	Iteration 29Q: 3 clusters Score -2507068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -2507071.500000 Penalty: 995.996643
	Iteration 30Q: 3 clusters Score -2507072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -2507073.500000 Penalty: 995.996643
	Iteration 31Q: 3 clusters Score -2507074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -2507076.000000 Penalty: 995.996643
	Iteration 32Q: 3 clusters Score -2507076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -2507076.750000 Penalty: 995.996643
	Iteration 33Q: 3 clusters Score -2507077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -2507086.250000 Penalty: 995.996643
	Iteration 34Q: 3 clusters Score -2507086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -2507091.000000 Penalty: 995.996643
	Iteration 35Q: 3 clusters Score -2507091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -2507099.250000 Penalty: 995.996643
	Iteration 36Q: 3 clusters Score -2507099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -2507098.750000 Penalty: 995.996643
	Iteration 37Q: 3 clusters Score -2507099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -2507104.500000 Penalty: 995.996643
	Iteration 38Q: 3 clusters Score -2507104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -2507104.500000 Penalty: 995.996643
	Iteration 39Q: 3 clusters Score -2507104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -2507106.750000 Penalty: 995.996643
	Iteration 40F: 3 clusters Score -2507107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -2507107.000000 Penalty: 995.996643
	Iteration 41Q: 3 clusters Score -2507107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -2507107.250000 Penalty: 995.996643
	Iteration 42Q: 3 clusters Score -2507107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -2507108.750000 Penalty: 995.996643
	Iteration 43Q: 3 clusters Score -2507109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -2507108.750000 Penalty: 995.996643
	Iteration 44F: 3 clusters Score -2507109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (124595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Entering Unmasked Estep 
Score: -5535594.500000 Penalty: 533.843445
	Iteration 0F: 2 clusters Score -5535594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -5451213.500000 Penalty: 1067.686890
	Iteration 0F: 3 clusters Score -5451214 nChanged 61194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -5489584.000000 Penalty: 1067.686890
	Iteration 1F: 3 clusters Score -5489584 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -5492823.000000 Penalty: 1067.686890
	Iteration 2F: 3 clusters Score -5492823 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -5497973.500000 Penalty: 1067.686890
	Iteration 3F: 3 clusters Score -5497974 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -5505824.500000 Penalty: 1067.686890
	Iteration 4F: 3 clusters Score -5505824 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -5515272.000000 Penalty: 1067.686890
	Iteration 5F: 3 clusters Score -5515272 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 112166 members 
Entering Unmasked Estep 
Score: -5523599.500000 Penalty: 1067.686890
	Iteration 6F: 3 clusters Score -5523600 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -5529212.000000 Penalty: 1067.686890
	Iteration 7Q: 3 clusters Score -5529212 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -5532338.000000 Penalty: 1067.686890
	Iteration 8Q: 3 clusters Score -5532338 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 122566 members 
Entering Unmasked Estep 
Score: -5533732.000000 Penalty: 1067.686890
	Iteration 9Q: 3 clusters Score -5533732 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -5534371.500000 Penalty: 1067.686890
	Iteration 10Q: 3 clusters Score -5534372 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -5534694.500000 Penalty: 1067.686890
	Iteration 11Q: 3 clusters Score -5534694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -5534856.000000 Penalty: 1067.686890
	Iteration 12Q: 3 clusters Score -5534856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -5534998.500000 Penalty: 1067.686890
	Iteration 13Q: 3 clusters Score -5534998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -5535052.000000 Penalty: 1067.686890
	Iteration 14Q: 3 clusters Score -5535052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -5535088.000000 Penalty: 1067.686890
	Iteration 15Q: 3 clusters Score -5535088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -5535109.000000 Penalty: 1067.686890
	Iteration 16Q: 3 clusters Score -5535109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -5535112.000000 Penalty: 1067.686890
	Iteration 17Q: 3 clusters Score -5535112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -5535124.000000 Penalty: 1067.686890
	Iteration 18Q: 3 clusters Score -5535124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -5535130.500000 Penalty: 1067.686890
	Iteration 19Q: 3 clusters Score -5535130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -5535131.500000 Penalty: 1067.686890
	Iteration 20F: 3 clusters Score -5535132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -5535137.000000 Penalty: 1067.686890
	Iteration 21Q: 3 clusters Score -5535137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -5535138.000000 Penalty: 1067.686890
	Iteration 22Q: 3 clusters Score -5535138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124463 members 
Entering Unmasked Estep 
Score: -5535146.000000 Penalty: 1067.686890
	Iteration 23Q: 3 clusters Score -5535146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -5535146.500000 Penalty: 1067.686890
	Iteration 24Q: 3 clusters Score -5535146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -5535149.000000 Penalty: 1067.686890
	Iteration 25Q: 3 clusters Score -5535149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -5535149.000000 Penalty: 1067.686890
	Iteration 26Q: 3 clusters Score -5535149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -5535150.500000 Penalty: 1067.686890
	Iteration 27Q: 3 clusters Score -5535150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -5535154.000000 Penalty: 1067.686890
	Iteration 28Q: 3 clusters Score -5535154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -5535155.500000 Penalty: 1067.686890
	Iteration 29Q: 3 clusters Score -5535156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124478 members 
Entering Unmasked Estep 
Score: -5535154.000000 Penalty: 1067.686890
	Iteration 30Q: 3 clusters Score -5535154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -5535155.500000 Penalty: 1067.686890
	Iteration 31Q: 3 clusters Score -5535156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -5535156.000000 Penalty: 1067.686890
	Iteration 32Q: 3 clusters Score -5535156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -5535156.000000 Penalty: 1067.686890
	Iteration 33F: 3 clusters Score -5535156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Entering Unmasked Estep 
Score: -1013277.687500 Penalty: 456.839081
	Iteration 0F: 2 clusters Score -1013278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -997940.125000 Penalty: 913.678162
	Iteration 0F: 3 clusters Score -997940.1 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1005160.562500 Penalty: 913.678162
	Iteration 1F: 3 clusters Score -1005161 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1006501.750000 Penalty: 913.678162
	Iteration 2F: 3 clusters Score -1006502 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1008338.687500 Penalty: 913.678162
	Iteration 3F: 3 clusters Score -1008339 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1010365.125000 Penalty: 913.678162
	Iteration 4F: 3 clusters Score -1010365 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1011908.250000 Penalty: 913.678162
	Iteration 5F: 3 clusters Score -1011908 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1012574.625000 Penalty: 913.678162
	Iteration 6Q: 3 clusters Score -1012575 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1012803.562500 Penalty: 913.678162
	Iteration 7Q: 3 clusters Score -1012804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1012888.437500 Penalty: 913.678162
	Iteration 8Q: 3 clusters Score -1012888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1012931.000000 Penalty: 913.678162
	Iteration 9Q: 3 clusters Score -1012931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1012938.625000 Penalty: 913.678162
	Iteration 10Q: 3 clusters Score -1012939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1012941.750000 Penalty: 913.678162
	Iteration 11Q: 3 clusters Score -1012942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1012944.875000 Penalty: 913.678162
	Iteration 12Q: 3 clusters Score -1012945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1012946.875000 Penalty: 913.678162
	Iteration 13Q: 3 clusters Score -1012947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1012948.312500 Penalty: 913.678162
	Iteration 14Q: 3 clusters Score -1012948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1012948.312500 Penalty: 913.678162
	Iteration 15F: 3 clusters Score -1012948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (305884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305884 members 
Entering Unmasked Estep 
Score: -13581327.000000 Penalty: 574.708740
	Iteration 0F: 2 clusters Score -1.358133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152648 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -13378535.000000 Penalty: 1149.417480
	Iteration 0F: 3 clusters Score -1.337854e+07 nChanged 151104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -13475750.000000 Penalty: 1149.417480
	Iteration 1F: 3 clusters Score -1.347575e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 175025 members 
Entering Unmasked Estep 
Score: -13484376.000000 Penalty: 1149.417480
	Iteration 2Q: 3 clusters Score -1.348438e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -13496860.000000 Penalty: 1149.417480
	Iteration 3F: 3 clusters Score -1.349686e+07 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 192250 members 
Entering Unmasked Estep 
Score: -13512023.000000 Penalty: 1149.417480
	Iteration 4F: 3 clusters Score -1.351202e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 199018 members 
Entering Unmasked Estep 
Score: -13526323.000000 Penalty: 1149.417480
	Iteration 5F: 3 clusters Score -1.352632e+07 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 203755 members 
Entering Unmasked Estep 
Score: -13536074.000000 Penalty: 1149.417480
	Iteration 6F: 3 clusters Score -1.353607e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 206965 members 
Entering Unmasked Estep 
Score: -13541326.000000 Penalty: 1149.417480
	Iteration 7Q: 3 clusters Score -1.354133e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 209354 members 
Entering Unmasked Estep 
Score: -13544374.000000 Penalty: 1149.417480
	Iteration 8Q: 3 clusters Score -1.354437e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 211321 members 
Entering Unmasked Estep 
Score: -13547000.000000 Penalty: 1149.417480
	Iteration 9Q: 3 clusters Score -1.3547e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 213059 members 
Entering Unmasked Estep 
Score: -13549683.000000 Penalty: 1149.417480
	Iteration 10Q: 3 clusters Score -1.354968e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 214362 members 
Entering Unmasked Estep 
Score: -13552951.000000 Penalty: 1149.417480
	Iteration 11Q: 3 clusters Score -1.355295e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 215161 members 
Entering Unmasked Estep 
Score: -13557304.000000 Penalty: 1149.417480
	Iteration 12Q: 3 clusters Score -1.35573e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 215463 members 
Entering Unmasked Estep 
Score: -13562464.000000 Penalty: 1149.417480
	Iteration 13Q: 3 clusters Score -1.356246e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 215370 members 
Entering Unmasked Estep 
Score: -13568437.000000 Penalty: 1149.417480
	Iteration 14Q: 3 clusters Score -1.356844e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -13573575.000000 Penalty: 1149.417480
	Iteration 15Q: 3 clusters Score -1.357358e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -13577315.000000 Penalty: 1149.417480
	Iteration 16Q: 3 clusters Score -1.357732e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 215387 members 
Entering Unmasked Estep 
Score: -13579834.000000 Penalty: 1149.417480
	Iteration 17Q: 3 clusters Score -1.357983e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 215736 members 
Entering Unmasked Estep 
Score: -13581376.000000 Penalty: 1149.417480
	Iteration 18Q: 3 clusters Score -1.358138e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 216090 members 
Entering Unmasked Estep 
Score: -13582334.000000 Penalty: 1149.417480
	Iteration 19Q: 3 clusters Score -1.358233e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 216440 members 
Entering Unmasked Estep 
Score: -13583156.000000 Penalty: 1149.417480
	Iteration 20F: 3 clusters Score -1.358316e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 216590 members 
Entering Unmasked Estep 
Score: -13583607.000000 Penalty: 1149.417480
	Iteration 21Q: 3 clusters Score -1.358361e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 216684 members 
Entering Unmasked Estep 
Score: -13583774.000000 Penalty: 1149.417480
	Iteration 22Q: 3 clusters Score -1.358377e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 216705 members 
Entering Unmasked Estep 
Score: -13583945.000000 Penalty: 1149.417480
	Iteration 23Q: 3 clusters Score -1.358394e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -13584095.000000 Penalty: 1149.417480
	Iteration 24Q: 3 clusters Score -1.35841e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 216561 members 
Entering Unmasked Estep 
Score: -13584141.000000 Penalty: 1149.417480
	Iteration 25Q: 3 clusters Score -1.358414e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 216429 members 
Entering Unmasked Estep 
Score: -13584069.000000 Penalty: 1149.417480
	Iteration 26Q: 3 clusters Score -1.358407e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 216239 members 
Entering Unmasked Estep 
Score: -13584116.000000 Penalty: 1149.417480
	Iteration 27Q: 3 clusters Score -1.358412e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 216049 members 
Entering Unmasked Estep 
Score: -13584126.000000 Penalty: 1149.417480
	Iteration 28Q: 3 clusters Score -1.358413e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 215846 members 
Entering Unmasked Estep 
Score: -13584168.000000 Penalty: 1149.417480
	Iteration 29Q: 3 clusters Score -1.358417e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 215628 members 
Entering Unmasked Estep 
Score: -13584170.000000 Penalty: 1149.417480
	Iteration 30Q: 3 clusters Score -1.358417e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 215450 members 
Entering Unmasked Estep 
Score: -13584152.000000 Penalty: 1149.417480
	Iteration 31Q: 3 clusters Score -1.358415e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 215262 members 
Entering Unmasked Estep 
Score: -13584185.000000 Penalty: 1149.417480
	Iteration 32Q: 3 clusters Score -1.358418e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 215046 members 
Entering Unmasked Estep 
Score: -13584165.000000 Penalty: 1149.417480
	Iteration 33Q: 3 clusters Score -1.358416e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 214867 members 
Entering Unmasked Estep 
Score: -13584188.000000 Penalty: 1149.417480
	Iteration 34Q: 3 clusters Score -1.358419e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 214705 members 
Entering Unmasked Estep 
Score: -13584195.000000 Penalty: 1149.417480
	Iteration 35Q: 3 clusters Score -1.35842e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 214528 members 
Entering Unmasked Estep 
Score: -13584145.000000 Penalty: 1149.417480
	Iteration 36Q: 3 clusters Score -1.358414e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 214346 members 
Entering Unmasked Estep 
Score: -13584143.000000 Penalty: 1149.417480
	Iteration 37Q: 3 clusters Score -1.358414e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 214161 members 
Entering Unmasked Estep 
Score: -13584157.000000 Penalty: 1149.417480
	Iteration 38Q: 3 clusters Score -1.358416e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 213980 members 
Entering Unmasked Estep 
Score: -13584156.000000 Penalty: 1149.417480
	Iteration 39Q: 3 clusters Score -1.358416e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 213791 members 
Entering Unmasked Estep 
Score: -13584182.000000 Penalty: 1149.417480
	Iteration 40F: 3 clusters Score -1.358418e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 213571 members 
Entering Unmasked Estep 
Score: -13584189.000000 Penalty: 1149.417480
	Iteration 41Q: 3 clusters Score -1.358419e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 213376 members 
Entering Unmasked Estep 
Score: -13584157.000000 Penalty: 1149.417480
	Iteration 42Q: 3 clusters Score -1.358416e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 213222 members 
Entering Unmasked Estep 
Score: -13584183.000000 Penalty: 1149.417480
	Iteration 43Q: 3 clusters Score -1.358418e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 213082 members 
Entering Unmasked Estep 
Score: -13584181.000000 Penalty: 1149.417480
	Iteration 44Q: 3 clusters Score -1.358418e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 212935 members 
Entering Unmasked Estep 
Score: -13584189.000000 Penalty: 1149.417480
	Iteration 45Q: 3 clusters Score -1.358419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 212797 members 
Entering Unmasked Estep 
Score: -13584166.000000 Penalty: 1149.417480
	Iteration 46Q: 3 clusters Score -1.358417e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 212662 members 
Entering Unmasked Estep 
Score: -13584172.000000 Penalty: 1149.417480
	Iteration 47Q: 3 clusters Score -1.358417e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 212547 members 
Entering Unmasked Estep 
Score: -13584176.000000 Penalty: 1149.417480
	Iteration 48Q: 3 clusters Score -1.358418e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 212441 members 
Entering Unmasked Estep 
Score: -13584200.000000 Penalty: 1149.417480
	Iteration 49Q: 3 clusters Score -1.35842e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 212339 members 
Entering Unmasked Estep 
Score: -13584201.000000 Penalty: 1149.417480
	Iteration 50Q: 3 clusters Score -1.35842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 212237 members 
Entering Unmasked Estep 
Score: -13584174.000000 Penalty: 1149.417480
	Iteration 51Q: 3 clusters Score -1.358417e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 212150 members 
Entering Unmasked Estep 
Score: -13584181.000000 Penalty: 1149.417480
	Iteration 52Q: 3 clusters Score -1.358418e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 212029 members 
Entering Unmasked Estep 
Score: -13584184.000000 Penalty: 1149.417480
	Iteration 53Q: 3 clusters Score -1.358418e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 211925 members 
Entering Unmasked Estep 
Score: -13584184.000000 Penalty: 1149.417480
	Iteration 54Q: 3 clusters Score -1.358418e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 211806 members 
Entering Unmasked Estep 
Score: -13584199.000000 Penalty: 1149.417480
	Iteration 55Q: 3 clusters Score -1.35842e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 211662 members 
Entering Unmasked Estep 
Score: -13584203.000000 Penalty: 1149.417480
	Iteration 56Q: 3 clusters Score -1.35842e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 211507 members 
Entering Unmasked Estep 
Score: -13584193.000000 Penalty: 1149.417480
	Iteration 57Q: 3 clusters Score -1.358419e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 211360 members 
Entering Unmasked Estep 
Score: -13584167.000000 Penalty: 1149.417480
	Iteration 58Q: 3 clusters Score -1.358417e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 211194 members 
Entering Unmasked Estep 
Score: -13584146.000000 Penalty: 1149.417480
	Iteration 59Q: 3 clusters Score -1.358415e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 211048 members 
Entering Unmasked Estep 
Score: -13584142.000000 Penalty: 1149.417480
	Iteration 60F: 3 clusters Score -1.358414e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 210930 members 
Entering Unmasked Estep 
Score: -13584163.000000 Penalty: 1149.417480
	Iteration 61Q: 3 clusters Score -1.358416e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 210797 members 
Entering Unmasked Estep 
Score: -13584176.000000 Penalty: 1149.417480
	Iteration 62Q: 3 clusters Score -1.358418e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 210697 members 
Entering Unmasked Estep 
Score: -13584182.000000 Penalty: 1149.417480
	Iteration 63Q: 3 clusters Score -1.358418e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 210589 members 
Entering Unmasked Estep 
Score: -13584177.000000 Penalty: 1149.417480
	Iteration 64Q: 3 clusters Score -1.358418e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 210470 members 
Entering Unmasked Estep 
Score: -13584137.000000 Penalty: 1149.417480
	Iteration 65Q: 3 clusters Score -1.358414e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 210345 members 
Entering Unmasked Estep 
Score: -13584153.000000 Penalty: 1149.417480
	Iteration 66Q: 3 clusters Score -1.358415e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 210242 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 67Q: 3 clusters Score -1.358415e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 210152 members 
Entering Unmasked Estep 
Score: -13584137.000000 Penalty: 1149.417480
	Iteration 68Q: 3 clusters Score -1.358414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 210069 members 
Entering Unmasked Estep 
Score: -13584128.000000 Penalty: 1149.417480
	Iteration 69Q: 3 clusters Score -1.358413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 209999 members 
Entering Unmasked Estep 
Score: -13584128.000000 Penalty: 1149.417480
	Iteration 70Q: 3 clusters Score -1.358413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 209931 members 
Entering Unmasked Estep 
Score: -13584123.000000 Penalty: 1149.417480
	Iteration 71Q: 3 clusters Score -1.358412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 209859 members 
Entering Unmasked Estep 
Score: -13584160.000000 Penalty: 1149.417480
	Iteration 72Q: 3 clusters Score -1.358416e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -13584176.000000 Penalty: 1149.417480
	Iteration 73Q: 3 clusters Score -1.358418e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 209712 members 
Entering Unmasked Estep 
Score: -13584153.000000 Penalty: 1149.417480
	Iteration 74Q: 3 clusters Score -1.358415e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 209647 members 
Entering Unmasked Estep 
Score: -13584140.000000 Penalty: 1149.417480
	Iteration 75Q: 3 clusters Score -1.358414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 209584 members 
Entering Unmasked Estep 
Score: -13584155.000000 Penalty: 1149.417480
	Iteration 76Q: 3 clusters Score -1.358416e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 209518 members 
Entering Unmasked Estep 
Score: -13584151.000000 Penalty: 1149.417480
	Iteration 77Q: 3 clusters Score -1.358415e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 209456 members 
Entering Unmasked Estep 
Score: -13584160.000000 Penalty: 1149.417480
	Iteration 78Q: 3 clusters Score -1.358416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 209403 members 
Entering Unmasked Estep 
Score: -13584157.000000 Penalty: 1149.417480
	Iteration 79Q: 3 clusters Score -1.358416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 209339 members 
Entering Unmasked Estep 
Score: -13584143.000000 Penalty: 1149.417480
	Iteration 80F: 3 clusters Score -1.358414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 209286 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 81Q: 3 clusters Score -1.358415e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -13584163.000000 Penalty: 1149.417480
	Iteration 82Q: 3 clusters Score -1.358416e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 209168 members 
Entering Unmasked Estep 
Score: -13584179.000000 Penalty: 1149.417480
	Iteration 83Q: 3 clusters Score -1.358418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 209126 members 
Entering Unmasked Estep 
Score: -13584174.000000 Penalty: 1149.417480
	Iteration 84Q: 3 clusters Score -1.358417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 209085 members 
Entering Unmasked Estep 
Score: -13584157.000000 Penalty: 1149.417480
	Iteration 85Q: 3 clusters Score -1.358416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 209038 members 
Entering Unmasked Estep 
Score: -13584144.000000 Penalty: 1149.417480
	Iteration 86Q: 3 clusters Score -1.358414e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 209002 members 
Entering Unmasked Estep 
Score: -13584146.000000 Penalty: 1149.417480
	Iteration 87Q: 3 clusters Score -1.358415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 208970 members 
Entering Unmasked Estep 
Score: -13584142.000000 Penalty: 1149.417480
	Iteration 88Q: 3 clusters Score -1.358414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 208946 members 
Entering Unmasked Estep 
Score: -13584149.000000 Penalty: 1149.417480
	Iteration 89Q: 3 clusters Score -1.358415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 208931 members 
Entering Unmasked Estep 
Score: -13584149.000000 Penalty: 1149.417480
	Iteration 90Q: 3 clusters Score -1.358415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 208914 members 
Entering Unmasked Estep 
Score: -13584141.000000 Penalty: 1149.417480
	Iteration 91Q: 3 clusters Score -1.358414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 208898 members 
Entering Unmasked Estep 
Score: -13584137.000000 Penalty: 1149.417480
	Iteration 92Q: 3 clusters Score -1.358414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 208870 members 
Entering Unmasked Estep 
Score: -13584139.000000 Penalty: 1149.417480
	Iteration 93Q: 3 clusters Score -1.358414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 208844 members 
Entering Unmasked Estep 
Score: -13584121.000000 Penalty: 1149.417480
	Iteration 94Q: 3 clusters Score -1.358412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 208810 members 
Entering Unmasked Estep 
Score: -13584120.000000 Penalty: 1149.417480
	Iteration 95Q: 3 clusters Score -1.358412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 208766 members 
Entering Unmasked Estep 
Score: -13584111.000000 Penalty: 1149.417480
	Iteration 96Q: 3 clusters Score -1.358411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 208727 members 
Entering Unmasked Estep 
Score: -13584116.000000 Penalty: 1149.417480
	Iteration 97Q: 3 clusters Score -1.358412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 208699 members 
Entering Unmasked Estep 
Score: -13584115.000000 Penalty: 1149.417480
	Iteration 98Q: 3 clusters Score -1.358412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 208681 members 
Entering Unmasked Estep 
Score: -13584115.000000 Penalty: 1149.417480
	Iteration 99Q: 3 clusters Score -1.358412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 208664 members 
Entering Unmasked Estep 
Score: -13584128.000000 Penalty: 1149.417480
	Iteration 100F: 3 clusters Score -1.358413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 208646 members 
Entering Unmasked Estep 
Score: -13584132.000000 Penalty: 1149.417480
	Iteration 101Q: 3 clusters Score -1.358413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 208634 members 
Entering Unmasked Estep 
Score: -13584139.000000 Penalty: 1149.417480
	Iteration 102Q: 3 clusters Score -1.358414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 208622 members 
Entering Unmasked Estep 
Score: -13584142.000000 Penalty: 1149.417480
	Iteration 103Q: 3 clusters Score -1.358414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 208603 members 
Entering Unmasked Estep 
Score: -13584150.000000 Penalty: 1149.417480
	Iteration 104Q: 3 clusters Score -1.358415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 208584 members 
Entering Unmasked Estep 
Score: -13584146.000000 Penalty: 1149.417480
	Iteration 105Q: 3 clusters Score -1.358415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -13584144.000000 Penalty: 1149.417480
	Iteration 106Q: 3 clusters Score -1.358414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 208544 members 
Entering Unmasked Estep 
Score: -13584142.000000 Penalty: 1149.417480
	Iteration 107Q: 3 clusters Score -1.358414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 208526 members 
Entering Unmasked Estep 
Score: -13584148.000000 Penalty: 1149.417480
	Iteration 108Q: 3 clusters Score -1.358415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 208508 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 109Q: 3 clusters Score -1.358415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 208497 members 
Entering Unmasked Estep 
Score: -13584134.000000 Penalty: 1149.417480
	Iteration 110Q: 3 clusters Score -1.358413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 208485 members 
Entering Unmasked Estep 
Score: -13584140.000000 Penalty: 1149.417480
	Iteration 111Q: 3 clusters Score -1.358414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 208468 members 
Entering Unmasked Estep 
Score: -13584148.000000 Penalty: 1149.417480
	Iteration 112Q: 3 clusters Score -1.358415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 208461 members 
Entering Unmasked Estep 
Score: -13584143.000000 Penalty: 1149.417480
	Iteration 113Q: 3 clusters Score -1.358414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 208453 members 
Entering Unmasked Estep 
Score: -13584145.000000 Penalty: 1149.417480
	Iteration 114Q: 3 clusters Score -1.358414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 208449 members 
Entering Unmasked Estep 
Score: -13584151.000000 Penalty: 1149.417480
	Iteration 115Q: 3 clusters Score -1.358415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 208448 members 
Entering Unmasked Estep 
Score: -13584143.000000 Penalty: 1149.417480
	Iteration 116Q: 3 clusters Score -1.358414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 208447 members 
Entering Unmasked Estep 
Score: -13584146.000000 Penalty: 1149.417480
	Iteration 117Q: 3 clusters Score -1.358415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 208445 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 118Q: 3 clusters Score -1.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 208442 members 
Entering Unmasked Estep 
Score: -13584149.000000 Penalty: 1149.417480
	Iteration 119Q: 3 clusters Score -1.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 208439 members 
Entering Unmasked Estep 
Score: -13584143.000000 Penalty: 1149.417480
	Iteration 120F: 3 clusters Score -1.358414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 208431 members 
Entering Unmasked Estep 
Score: -13584145.000000 Penalty: 1149.417480
	Iteration 121Q: 3 clusters Score -1.358414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 208423 members 
Entering Unmasked Estep 
Score: -13584153.000000 Penalty: 1149.417480
	Iteration 122Q: 3 clusters Score -1.358415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 208417 members 
Entering Unmasked Estep 
Score: -13584154.000000 Penalty: 1149.417480
	Iteration 123Q: 3 clusters Score -1.358415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 208413 members 
Entering Unmasked Estep 
Score: -13584149.000000 Penalty: 1149.417480
	Iteration 124Q: 3 clusters Score -1.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -13584151.000000 Penalty: 1149.417480
	Iteration 125Q: 3 clusters Score -1.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 208407 members 
Entering Unmasked Estep 
Score: -13584142.000000 Penalty: 1149.417480
	Iteration 126Q: 3 clusters Score -1.358414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 208404 members 
Entering Unmasked Estep 
Score: -13584150.000000 Penalty: 1149.417480
	Iteration 127Q: 3 clusters Score -1.358415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 128Q: 3 clusters Score -1.358415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -13584147.000000 Penalty: 1149.417480
	Iteration 129F: 3 clusters Score -1.358415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 124595 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 97483 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 261121 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52909 members 
Mstep: Class 13 contains 187594 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 208401 members 
Mstep: Class 17 contains 17629 members 
Entering Unmasked Estep 
Score: -46939848.000000 Penalty: 10137.530273
Splitting cluster 4 changes total score from -46935876.000000 to -46939848.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -39057.382812 Penalty: 318.349030
	Iteration 0F: 2 clusters Score -39057.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38226.738281 Penalty: 636.698059
	Iteration 0F: 3 clusters Score -38226.74 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38602.453125 Penalty: 636.698059
	Iteration 1F: 3 clusters Score -38602.45 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -38695.050781 Penalty: 636.698059
	Iteration 2F: 3 clusters Score -38695.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -38796.566406 Penalty: 636.698059
	Iteration 3F: 3 clusters Score -38796.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -38885.085938 Penalty: 636.698059
	Iteration 4F: 3 clusters Score -38885.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -38949.289062 Penalty: 636.698059
	Iteration 5F: 3 clusters Score -38949.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -39003.648438 Penalty: 636.698059
	Iteration 6F: 3 clusters Score -39003.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -39051.125000 Penalty: 636.698059
	Iteration 7Q: 3 clusters Score -39051.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -39121.414062 Penalty: 636.698059
	Iteration 8Q: 3 clusters Score -39121.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -39172.101562 Penalty: 636.698059
	Iteration 9Q: 3 clusters Score -39172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -39207.472656 Penalty: 636.698059
	Iteration 10Q: 3 clusters Score -39207.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -39228.148438 Penalty: 636.698059
	Iteration 11Q: 3 clusters Score -39228.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -39246.316406 Penalty: 636.698059
	Iteration 12Q: 3 clusters Score -39246.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -39254.785156 Penalty: 636.698059
	Iteration 13Q: 3 clusters Score -39254.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -39258.148438 Penalty: 636.698059
	Iteration 14Q: 3 clusters Score -39258.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -39260.062500 Penalty: 636.698059
	Iteration 15Q: 3 clusters Score -39260.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -39262.429688 Penalty: 636.698059
	Iteration 16Q: 3 clusters Score -39262.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -39265.500000 Penalty: 636.698059
	Iteration 17Q: 3 clusters Score -39265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -39268.546875 Penalty: 636.698059
	Iteration 18Q: 3 clusters Score -39268.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -39268.546875 Penalty: 636.698059
	Iteration 19F: 3 clusters Score -39268.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 124595 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 97483 members 
Mstep: Class 5 contains 117 members 
Mstep: Class 6 contains 261121 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52909 members 
Mstep: Class 13 contains 187594 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 208401 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 17629 members 
Entering Unmasked Estep 
Score: -46939764.000000 Penalty: 10771.125977
Splitting cluster 5 changes total score from -46935876.000000 to -46939764.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (261121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261121 members 
Entering Unmasked Estep 
Score: -11426503.000000 Penalty: 567.509644
	Iteration 0F: 2 clusters Score -1.14265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -11249144.000000 Penalty: 1135.019287
	Iteration 0F: 3 clusters Score -1.124914e+07 nChanged 128696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -11333377.000000 Penalty: 1135.019287
	Iteration 1F: 3 clusters Score -1.133338e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -11341512.000000 Penalty: 1135.019287
	Iteration 2F: 3 clusters Score -1.134151e+07 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -11354026.000000 Penalty: 1135.019287
	Iteration 3F: 3 clusters Score -1.135403e+07 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -11370009.000000 Penalty: 1135.019287
	Iteration 4F: 3 clusters Score -1.137001e+07 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205815 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -11385468.000000 Penalty: 1135.019287
	Iteration 5F: 3 clusters Score -1.138547e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214005 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -11396011.000000 Penalty: 1135.019287
	Iteration 6Q: 3 clusters Score -1.139601e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219537 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -11402173.000000 Penalty: 1135.019287
	Iteration 7Q: 3 clusters Score -1.140217e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224031 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -11406441.000000 Penalty: 1135.019287
	Iteration 8Q: 3 clusters Score -1.140644e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227815 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -11410028.000000 Penalty: 1135.019287
	Iteration 9Q: 3 clusters Score -1.141003e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -11413324.000000 Penalty: 1135.019287
	Iteration 10Q: 3 clusters Score -1.141332e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233299 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -11416027.000000 Penalty: 1135.019287
	Iteration 11Q: 3 clusters Score -1.141603e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234961 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -11418056.000000 Penalty: 1135.019287
	Iteration 12Q: 3 clusters Score -1.141806e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235987 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -11419610.000000 Penalty: 1135.019287
	Iteration 13Q: 3 clusters Score -1.141961e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236714 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -11421088.000000 Penalty: 1135.019287
	Iteration 14Q: 3 clusters Score -1.142109e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237120 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -11422234.000000 Penalty: 1135.019287
	Iteration 15Q: 3 clusters Score -1.142223e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237238 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -11423249.000000 Penalty: 1135.019287
	Iteration 16Q: 3 clusters Score -1.142325e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237163 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -11424155.000000 Penalty: 1135.019287
	Iteration 17Q: 3 clusters Score -1.142416e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237100 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -11424871.000000 Penalty: 1135.019287
	Iteration 18Q: 3 clusters Score -1.142487e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237053 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -11425285.000000 Penalty: 1135.019287
	Iteration 19Q: 3 clusters Score -1.142528e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237123 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -11425727.000000 Penalty: 1135.019287
	Iteration 20F: 3 clusters Score -1.142573e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237076 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -11425977.000000 Penalty: 1135.019287
	Iteration 21Q: 3 clusters Score -1.142598e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237151 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -11426081.000000 Penalty: 1135.019287
	Iteration 22Q: 3 clusters Score -1.142608e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237284 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -11426167.000000 Penalty: 1135.019287
	Iteration 23Q: 3 clusters Score -1.142617e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237381 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -11426192.000000 Penalty: 1135.019287
	Iteration 24Q: 3 clusters Score -1.142619e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237496 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -11426230.000000 Penalty: 1135.019287
	Iteration 25Q: 3 clusters Score -1.142623e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237621 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -11426230.000000 Penalty: 1135.019287
	Iteration 26Q: 3 clusters Score -1.142623e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237750 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -11426224.000000 Penalty: 1135.019287
	Iteration 27Q: 3 clusters Score -1.142622e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237888 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -11426231.000000 Penalty: 1135.019287
	Iteration 28Q: 3 clusters Score -1.142623e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238037 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -11426255.000000 Penalty: 1135.019287
	Iteration 29Q: 3 clusters Score -1.142626e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238182 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -11426292.000000 Penalty: 1135.019287
	Iteration 30Q: 3 clusters Score -1.142629e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238321 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -11426296.000000 Penalty: 1135.019287
	Iteration 31Q: 3 clusters Score -1.14263e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238472 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -11426292.000000 Penalty: 1135.019287
	Iteration 32Q: 3 clusters Score -1.142629e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238618 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -11426292.000000 Penalty: 1135.019287
	Iteration 33Q: 3 clusters Score -1.142629e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238753 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -11426275.000000 Penalty: 1135.019287
	Iteration 34Q: 3 clusters Score -1.142628e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238884 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -11426297.000000 Penalty: 1135.019287
	Iteration 35Q: 3 clusters Score -1.14263e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239006 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -11426292.000000 Penalty: 1135.019287
	Iteration 36Q: 3 clusters Score -1.142629e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239120 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -11426314.000000 Penalty: 1135.019287
	Iteration 37Q: 3 clusters Score -1.142631e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239217 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -11426288.000000 Penalty: 1135.019287
	Iteration 38Q: 3 clusters Score -1.142629e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239309 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -11426280.000000 Penalty: 1135.019287
	Iteration 39Q: 3 clusters Score -1.142628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239393 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -11426271.000000 Penalty: 1135.019287
	Iteration 40F: 3 clusters Score -1.142627e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239492 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -11426285.000000 Penalty: 1135.019287
	Iteration 41Q: 3 clusters Score -1.142628e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239604 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -11426294.000000 Penalty: 1135.019287
	Iteration 42Q: 3 clusters Score -1.142629e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239699 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -11426287.000000 Penalty: 1135.019287
	Iteration 43Q: 3 clusters Score -1.142629e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239793 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -11426294.000000 Penalty: 1135.019287
	Iteration 44Q: 3 clusters Score -1.142629e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239870 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -11426284.000000 Penalty: 1135.019287
	Iteration 45Q: 3 clusters Score -1.142628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239946 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -11426286.000000 Penalty: 1135.019287
	Iteration 46Q: 3 clusters Score -1.142629e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240019 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -11426282.000000 Penalty: 1135.019287
	Iteration 47Q: 3 clusters Score -1.142628e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240104 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -11426281.000000 Penalty: 1135.019287
	Iteration 48Q: 3 clusters Score -1.142628e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240203 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -11426275.000000 Penalty: 1135.019287
	Iteration 49Q: 3 clusters Score -1.142628e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240310 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -11426295.000000 Penalty: 1135.019287
	Iteration 50Q: 3 clusters Score -1.14263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240423 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -11426279.000000 Penalty: 1135.019287
	Iteration 51Q: 3 clusters Score -1.142628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240528 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -11426294.000000 Penalty: 1135.019287
	Iteration 52Q: 3 clusters Score -1.142629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240609 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -11426301.000000 Penalty: 1135.019287
	Iteration 53Q: 3 clusters Score -1.14263e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240707 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -11426269.000000 Penalty: 1135.019287
	Iteration 54Q: 3 clusters Score -1.142627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240809 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -11426271.000000 Penalty: 1135.019287
	Iteration 55Q: 3 clusters Score -1.142627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240911 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -11426277.000000 Penalty: 1135.019287
	Iteration 56Q: 3 clusters Score -1.142628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241004 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -11426290.000000 Penalty: 1135.019287
	Iteration 57Q: 3 clusters Score -1.142629e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241088 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -11426314.000000 Penalty: 1135.019287
	Iteration 58Q: 3 clusters Score -1.142631e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241162 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -11426287.000000 Penalty: 1135.019287
	Iteration 59Q: 3 clusters Score -1.142629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241228 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -11426296.000000 Penalty: 1135.019287
	Iteration 60F: 3 clusters Score -1.14263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241294 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -11426288.000000 Penalty: 1135.019287
	Iteration 61Q: 3 clusters Score -1.142629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241368 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -11426314.000000 Penalty: 1135.019287
	Iteration 62Q: 3 clusters Score -1.142631e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241441 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -11426306.000000 Penalty: 1135.019287
	Iteration 63Q: 3 clusters Score -1.142631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241507 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -11426294.000000 Penalty: 1135.019287
	Iteration 64Q: 3 clusters Score -1.142629e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241561 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -11426290.000000 Penalty: 1135.019287
	Iteration 65Q: 3 clusters Score -1.142629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241631 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -11426284.000000 Penalty: 1135.019287
	Iteration 66Q: 3 clusters Score -1.142628e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241711 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -11426299.000000 Penalty: 1135.019287
	Iteration 67Q: 3 clusters Score -1.14263e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241780 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -11426276.000000 Penalty: 1135.019287
	Iteration 68Q: 3 clusters Score -1.142628e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241860 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -11426248.000000 Penalty: 1135.019287
	Iteration 69Q: 3 clusters Score -1.142625e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241947 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -11426259.000000 Penalty: 1135.019287
	Iteration 70Q: 3 clusters Score -1.142626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242030 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -11426278.000000 Penalty: 1135.019287
	Iteration 71Q: 3 clusters Score -1.142628e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242101 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -11426267.000000 Penalty: 1135.019287
	Iteration 72Q: 3 clusters Score -1.142627e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242169 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -11426265.000000 Penalty: 1135.019287
	Iteration 73Q: 3 clusters Score -1.142626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242221 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -11426254.000000 Penalty: 1135.019287
	Iteration 74Q: 3 clusters Score -1.142625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242268 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -11426255.000000 Penalty: 1135.019287
	Iteration 75Q: 3 clusters Score -1.142626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242316 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -11426250.000000 Penalty: 1135.019287
	Iteration 76Q: 3 clusters Score -1.142625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242371 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -11426258.000000 Penalty: 1135.019287
	Iteration 77Q: 3 clusters Score -1.142626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242429 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -11426264.000000 Penalty: 1135.019287
	Iteration 78Q: 3 clusters Score -1.142626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242464 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -11426270.000000 Penalty: 1135.019287
	Iteration 79Q: 3 clusters Score -1.142627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242510 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -11426250.000000 Penalty: 1135.019287
	Iteration 80F: 3 clusters Score -1.142625e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242562 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -11426249.000000 Penalty: 1135.019287
	Iteration 81Q: 3 clusters Score -1.142625e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242620 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -11426252.000000 Penalty: 1135.019287
	Iteration 82Q: 3 clusters Score -1.142625e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242672 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -11426226.000000 Penalty: 1135.019287
	Iteration 83Q: 3 clusters Score -1.142623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242709 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -11426222.000000 Penalty: 1135.019287
	Iteration 84Q: 3 clusters Score -1.142622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242743 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -11426221.000000 Penalty: 1135.019287
	Iteration 85Q: 3 clusters Score -1.142622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242779 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -11426217.000000 Penalty: 1135.019287
	Iteration 86Q: 3 clusters Score -1.142622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242806 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -11426222.000000 Penalty: 1135.019287
	Iteration 87Q: 3 clusters Score -1.142622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242834 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -11426216.000000 Penalty: 1135.019287
	Iteration 88Q: 3 clusters Score -1.142622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242853 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -11426217.000000 Penalty: 1135.019287
	Iteration 89Q: 3 clusters Score -1.142622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242867 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -11426223.000000 Penalty: 1135.019287
	Iteration 90Q: 3 clusters Score -1.142622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242887 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -11426217.000000 Penalty: 1135.019287
	Iteration 91Q: 3 clusters Score -1.142622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242894 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -11426208.000000 Penalty: 1135.019287
	Iteration 92Q: 3 clusters Score -1.142621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242900 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -11426223.000000 Penalty: 1135.019287
	Iteration 93Q: 3 clusters Score -1.142622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242910 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -11426215.000000 Penalty: 1135.019287
	Iteration 94Q: 3 clusters Score -1.142622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242913 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -11426224.000000 Penalty: 1135.019287
	Iteration 95Q: 3 clusters Score -1.142622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242919 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -11426222.000000 Penalty: 1135.019287
	Iteration 96Q: 3 clusters Score -1.142622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242919 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -11426222.000000 Penalty: 1135.019287
	Iteration 97F: 3 clusters Score -1.142622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -916447.000000 Penalty: 453.311401
	Iteration 0F: 2 clusters Score -916447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -902296.187500 Penalty: 906.622803
	Iteration 0F: 3 clusters Score -902296.2 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -908586.812500 Penalty: 906.622803
	Iteration 1F: 3 clusters Score -908586.8 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -909427.000000 Penalty: 906.622803
	Iteration 2F: 3 clusters Score -909427 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -910562.937500 Penalty: 906.622803
	Iteration 3F: 3 clusters Score -910562.9 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -911837.062500 Penalty: 906.622803
	Iteration 4F: 3 clusters Score -911837.1 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -912988.062500 Penalty: 906.622803
	Iteration 5F: 3 clusters Score -912988.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -913730.500000 Penalty: 906.622803
	Iteration 6Q: 3 clusters Score -913730.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -914202.562500 Penalty: 906.622803
	Iteration 7Q: 3 clusters Score -914202.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -914536.812500 Penalty: 906.622803
	Iteration 8Q: 3 clusters Score -914536.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -914816.625000 Penalty: 906.622803
	Iteration 9Q: 3 clusters Score -914816.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -915085.875000 Penalty: 906.622803
	Iteration 10Q: 3 clusters Score -915085.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -915310.062500 Penalty: 906.622803
	Iteration 11Q: 3 clusters Score -915310.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -915504.937500 Penalty: 906.622803
	Iteration 12Q: 3 clusters Score -915504.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -915655.125000 Penalty: 906.622803
	Iteration 13Q: 3 clusters Score -915655.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -915789.687500 Penalty: 906.622803
	Iteration 14Q: 3 clusters Score -915789.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -915912.125000 Penalty: 906.622803
	Iteration 15Q: 3 clusters Score -915912.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -915987.562500 Penalty: 906.622803
	Iteration 16Q: 3 clusters Score -915987.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -916032.875000 Penalty: 906.622803
	Iteration 17Q: 3 clusters Score -916032.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -916064.437500 Penalty: 906.622803
	Iteration 18Q: 3 clusters Score -916064.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -916084.750000 Penalty: 906.622803
	Iteration 19Q: 3 clusters Score -916084.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -916099.375000 Penalty: 906.622803
	Iteration 20F: 3 clusters Score -916099.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -916109.750000 Penalty: 906.622803
	Iteration 21Q: 3 clusters Score -916109.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -916125.875000 Penalty: 906.622803
	Iteration 22Q: 3 clusters Score -916125.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -916137.062500 Penalty: 906.622803
	Iteration 23Q: 3 clusters Score -916137.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -916142.250000 Penalty: 906.622803
	Iteration 24Q: 3 clusters Score -916142.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -916147.750000 Penalty: 906.622803
	Iteration 25Q: 3 clusters Score -916147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -916152.812500 Penalty: 906.622803
	Iteration 26Q: 3 clusters Score -916152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -916154.312500 Penalty: 906.622803
	Iteration 27Q: 3 clusters Score -916154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -916154.750000 Penalty: 906.622803
	Iteration 28Q: 3 clusters Score -916154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -916156.875000 Penalty: 906.622803
	Iteration 29Q: 3 clusters Score -916156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -916157.750000 Penalty: 906.622803
	Iteration 30Q: 3 clusters Score -916157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -916157.125000 Penalty: 906.622803
	Iteration 31Q: 3 clusters Score -916157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -916157.187500 Penalty: 906.622803
	Iteration 32Q: 3 clusters Score -916157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -916157.187500 Penalty: 906.622803
	Iteration 33Q: 3 clusters Score -916157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -916158.375000 Penalty: 906.622803
	Iteration 34Q: 3 clusters Score -916158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -916158.937500 Penalty: 906.622803
	Iteration 35Q: 3 clusters Score -916158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -916159.750000 Penalty: 906.622803
	Iteration 36Q: 3 clusters Score -916159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -916159.750000 Penalty: 906.622803
	Iteration 37F: 3 clusters Score -916159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -5674.482910 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5674.483 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 92 members 
Entering Unmasked Estep 
Score: -5509.950684 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5509.951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5585.901367 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5585.901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5598.327637 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5598.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5600.319336 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -5600.319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5605.297852 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -5605.298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5610.097656 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -5610.098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5613.809082 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -5613.809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5616.983887 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -5616.984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5620.884277 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -5620.884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5623.496582 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -5623.497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5631.926758 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -5631.927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5637.313477 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -5637.313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5643.621582 Penalty: 480.771515
	Iteration 12Q: 3 clusters Score -5643.622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5651.252441 Penalty: 480.771515
	Iteration 13Q: 3 clusters Score -5651.252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5657.919434 Penalty: 480.771515
	Iteration 14Q: 3 clusters Score -5657.919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5676.074219 Penalty: 480.771515
	Iteration 15Q: 3 clusters Score -5676.074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5694.593262 Penalty: 480.771515
	Iteration 16Q: 3 clusters Score -5694.593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5716.561035 Penalty: 480.771515
	Iteration 17Q: 3 clusters Score -5716.561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5765.548828 Penalty: 480.771515
	Iteration 18Q: 3 clusters Score -5765.549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5836.201172 Penalty: 480.771515
	Iteration 19Q: 3 clusters Score -5836.201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5844.643555 Penalty: 480.771515
	Iteration 20F: 3 clusters Score -5844.644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 124595 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 97483 members 
Mstep: Class 5 contains 117 members 
Mstep: Class 6 contains 261121 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 157 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52909 members 
Mstep: Class 13 contains 187594 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 208401 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 17629 members 
Mstep: Class 18 contains 40 members 
Entering Unmasked Estep 
Score: -46939532.000000 Penalty: 11404.721680
Splitting cluster 8 changes total score from -46935876.000000 to -46939532.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (42553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Entering Unmasked Estep 
Score: -1721434.500000 Penalty: 484.962006
	Iteration 0F: 2 clusters Score -1721434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1692954.625000 Penalty: 969.924011
	Iteration 0F: 3 clusters Score -1692955 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1707036.875000 Penalty: 969.924011
	Iteration 1F: 3 clusters Score -1707037 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -1709696.750000 Penalty: 969.924011
	Iteration 2F: 3 clusters Score -1709697 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -1712635.875000 Penalty: 969.924011
	Iteration 3F: 3 clusters Score -1712636 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -1715166.750000 Penalty: 969.924011
	Iteration 4F: 3 clusters Score -1715167 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -1716927.500000 Penalty: 969.924011
	Iteration 5F: 3 clusters Score -1716928 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -1718173.500000 Penalty: 969.924011
	Iteration 6Q: 3 clusters Score -1718174 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -1719100.000000 Penalty: 969.924011
	Iteration 7Q: 3 clusters Score -1719100 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -1719922.375000 Penalty: 969.924011
	Iteration 8Q: 3 clusters Score -1719922 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -1720598.250000 Penalty: 969.924011
	Iteration 9Q: 3 clusters Score -1720598 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -1720851.000000 Penalty: 969.924011
	Iteration 10Q: 3 clusters Score -1720851 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -1720967.125000 Penalty: 969.924011
	Iteration 11Q: 3 clusters Score -1720967 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -1721023.875000 Penalty: 969.924011
	Iteration 12Q: 3 clusters Score -1721024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -1721059.625000 Penalty: 969.924011
	Iteration 13Q: 3 clusters Score -1721060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -1721089.000000 Penalty: 969.924011
	Iteration 14Q: 3 clusters Score -1721089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -1721109.250000 Penalty: 969.924011
	Iteration 15Q: 3 clusters Score -1721109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -1721123.250000 Penalty: 969.924011
	Iteration 16Q: 3 clusters Score -1721123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -1721129.500000 Penalty: 969.924011
	Iteration 17Q: 3 clusters Score -1721130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -1721135.125000 Penalty: 969.924011
	Iteration 18Q: 3 clusters Score -1721135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -1721148.375000 Penalty: 969.924011
	Iteration 19Q: 3 clusters Score -1721148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -1721157.500000 Penalty: 969.924011
	Iteration 20F: 3 clusters Score -1721158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -1721167.125000 Penalty: 969.924011
	Iteration 21Q: 3 clusters Score -1721167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -1721180.500000 Penalty: 969.924011
	Iteration 22Q: 3 clusters Score -1721180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -1721189.625000 Penalty: 969.924011
	Iteration 23Q: 3 clusters Score -1721190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -1721202.250000 Penalty: 969.924011
	Iteration 24Q: 3 clusters Score -1721202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -1721209.500000 Penalty: 969.924011
	Iteration 25Q: 3 clusters Score -1721210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -1721213.500000 Penalty: 969.924011
	Iteration 26Q: 3 clusters Score -1721214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -1721219.125000 Penalty: 969.924011
	Iteration 27Q: 3 clusters Score -1721219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -1721225.875000 Penalty: 969.924011
	Iteration 28Q: 3 clusters Score -1721226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -1721228.000000 Penalty: 969.924011
	Iteration 29Q: 3 clusters Score -1721228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -1721229.625000 Penalty: 969.924011
	Iteration 30Q: 3 clusters Score -1721230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -1721230.875000 Penalty: 969.924011
	Iteration 31Q: 3 clusters Score -1721231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -1721230.500000 Penalty: 969.924011
	Iteration 32Q: 3 clusters Score -1721230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -1721231.875000 Penalty: 969.924011
	Iteration 33Q: 3 clusters Score -1721232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -1721234.250000 Penalty: 969.924011
	Iteration 34Q: 3 clusters Score -1721234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -1721243.375000 Penalty: 969.924011
	Iteration 35Q: 3 clusters Score -1721243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -1721244.125000 Penalty: 969.924011
	Iteration 36Q: 3 clusters Score -1721244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -1721248.000000 Penalty: 969.924011
	Iteration 37Q: 3 clusters Score -1721248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -1721250.500000 Penalty: 969.924011
	Iteration 38Q: 3 clusters Score -1721250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -1721253.625000 Penalty: 969.924011
	Iteration 39Q: 3 clusters Score -1721254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -1721254.750000 Penalty: 969.924011
	Iteration 40F: 3 clusters Score -1721255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -1721258.250000 Penalty: 969.924011
	Iteration 41Q: 3 clusters Score -1721258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -1721261.750000 Penalty: 969.924011
	Iteration 42Q: 3 clusters Score -1721262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -1721261.750000 Penalty: 969.924011
	Iteration 43Q: 3 clusters Score -1721262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -1721263.500000 Penalty: 969.924011
	Iteration 44Q: 3 clusters Score -1721264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -1721263.375000 Penalty: 969.924011
	Iteration 45Q: 3 clusters Score -1721263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -1721261.375000 Penalty: 969.924011
	Iteration 46Q: 3 clusters Score -1721261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -1721260.125000 Penalty: 969.924011
	Iteration 47Q: 3 clusters Score -1721260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -1721260.750000 Penalty: 969.924011
	Iteration 48Q: 3 clusters Score -1721261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -1721260.750000 Penalty: 969.924011
	Iteration 49F: 3 clusters Score -1721261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -239416.921875 Penalty: 393.173645
	Iteration 0F: 2 clusters Score -239416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -235625.640625 Penalty: 786.347290
	Iteration 0F: 3 clusters Score -235625.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -236947.687500 Penalty: 786.347290
	Iteration 1F: 3 clusters Score -236947.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -237062.937500 Penalty: 786.347290
	Iteration 2F: 3 clusters Score -237062.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -237227.625000 Penalty: 786.347290
	Iteration 3F: 3 clusters Score -237227.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -237474.296875 Penalty: 786.347290
	Iteration 4F: 3 clusters Score -237474.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -237847.171875 Penalty: 786.347290
	Iteration 5F: 3 clusters Score -237847.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -238243.906250 Penalty: 786.347290
	Iteration 6F: 3 clusters Score -238243.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -238547.968750 Penalty: 786.347290
	Iteration 7F: 3 clusters Score -238548 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -238731.250000 Penalty: 786.347290
	Iteration 8Q: 3 clusters Score -238731.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -238816.828125 Penalty: 786.347290
	Iteration 9Q: 3 clusters Score -238816.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -238869.968750 Penalty: 786.347290
	Iteration 10Q: 3 clusters Score -238870 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238909.171875 Penalty: 786.347290
	Iteration 11Q: 3 clusters Score -238909.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238933.812500 Penalty: 786.347290
	Iteration 12Q: 3 clusters Score -238933.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -238949.156250 Penalty: 786.347290
	Iteration 13Q: 3 clusters Score -238949.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238960.468750 Penalty: 786.347290
	Iteration 14Q: 3 clusters Score -238960.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -238972.343750 Penalty: 786.347290
	Iteration 15Q: 3 clusters Score -238972.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238984.546875 Penalty: 786.347290
	Iteration 16Q: 3 clusters Score -238984.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -239000.890625 Penalty: 786.347290
	Iteration 17Q: 3 clusters Score -239000.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239018.984375 Penalty: 786.347290
	Iteration 18Q: 3 clusters Score -239019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239036.875000 Penalty: 786.347290
	Iteration 19Q: 3 clusters Score -239036.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -239055.062500 Penalty: 786.347290
	Iteration 20F: 3 clusters Score -239055.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -239075.015625 Penalty: 786.347290
	Iteration 21Q: 3 clusters Score -239075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -239099.203125 Penalty: 786.347290
	Iteration 22Q: 3 clusters Score -239099.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239142.953125 Penalty: 786.347290
	Iteration 23Q: 3 clusters Score -239143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -239194.765625 Penalty: 786.347290
	Iteration 24Q: 3 clusters Score -239194.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -239226.390625 Penalty: 786.347290
	Iteration 25Q: 3 clusters Score -239226.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -239238.125000 Penalty: 786.347290
	Iteration 26Q: 3 clusters Score -239238.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -239246.921875 Penalty: 786.347290
	Iteration 27Q: 3 clusters Score -239246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -239256.312500 Penalty: 786.347290
	Iteration 28Q: 3 clusters Score -239256.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239261.000000 Penalty: 786.347290
	Iteration 29Q: 3 clusters Score -239261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -239266.046875 Penalty: 786.347290
	Iteration 30Q: 3 clusters Score -239266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -239268.109375 Penalty: 786.347290
	Iteration 31Q: 3 clusters Score -239268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -239268.640625 Penalty: 786.347290
	Iteration 32Q: 3 clusters Score -239268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -239268.718750 Penalty: 786.347290
	Iteration 33Q: 3 clusters Score -239268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -239269.562500 Penalty: 786.347290
	Iteration 34Q: 3 clusters Score -239269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -239269.531250 Penalty: 786.347290
	Iteration 35Q: 3 clusters Score -239269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -239270.500000 Penalty: 786.347290
	Iteration 36Q: 3 clusters Score -239270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -239270.625000 Penalty: 786.347290
	Iteration 37Q: 3 clusters Score -239270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -239270.703125 Penalty: 786.347290
	Iteration 38Q: 3 clusters Score -239270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -239271.484375 Penalty: 786.347290
	Iteration 39Q: 3 clusters Score -239271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -239271.484375 Penalty: 786.347290
	Iteration 40F: 3 clusters Score -239271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -87862.281250 Penalty: 347.713013
	Iteration 0F: 2 clusters Score -87862.28 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 1043 members 
Entering Unmasked Estep 
Score: -86393.515625 Penalty: 695.426025
	Iteration 0F: 3 clusters Score -86393.52 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -87005.734375 Penalty: 695.426025
	Iteration 1F: 3 clusters Score -87005.73 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -87189.695312 Penalty: 695.426025
	Iteration 2F: 3 clusters Score -87189.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -87356.648438 Penalty: 695.426025
	Iteration 3F: 3 clusters Score -87356.65 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -87476.687500 Penalty: 695.426025
	Iteration 4F: 3 clusters Score -87476.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87590.218750 Penalty: 695.426025
	Iteration 5F: 3 clusters Score -87590.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87668.929688 Penalty: 695.426025
	Iteration 6Q: 3 clusters Score -87668.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87735.789062 Penalty: 695.426025
	Iteration 7Q: 3 clusters Score -87735.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87762.812500 Penalty: 695.426025
	Iteration 8Q: 3 clusters Score -87762.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87772.437500 Penalty: 695.426025
	Iteration 9Q: 3 clusters Score -87772.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -87774.921875 Penalty: 695.426025
	Iteration 10Q: 3 clusters Score -87774.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87776.234375 Penalty: 695.426025
	Iteration 11Q: 3 clusters Score -87776.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87776.671875 Penalty: 695.426025
	Iteration 12Q: 3 clusters Score -87776.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87776.921875 Penalty: 695.426025
	Iteration 13Q: 3 clusters Score -87776.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87777.085938 Penalty: 695.426025
	Iteration 14Q: 3 clusters Score -87777.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87777.085938 Penalty: 695.426025
	Iteration 15F: 3 clusters Score -87777.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Entering Unmasked Estep 
Score: -2304544.000000 Penalty: 494.872955
	Iteration 0F: 2 clusters Score -2304544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2268877.750000 Penalty: 989.745911
	Iteration 0F: 3 clusters Score -2268878 nChanged 25749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -2284935.250000 Penalty: 989.745911
	Iteration 1F: 3 clusters Score -2284935 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -2286321.000000 Penalty: 989.745911
	Iteration 2Q: 3 clusters Score -2286321 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -2288661.750000 Penalty: 989.745911
	Iteration 3F: 3 clusters Score -2288662 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -2291821.500000 Penalty: 989.745911
	Iteration 4F: 3 clusters Score -2291822 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -2295184.750000 Penalty: 989.745911
	Iteration 5F: 3 clusters Score -2295185 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -2297597.750000 Penalty: 989.745911
	Iteration 6F: 3 clusters Score -2297598 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -2299048.250000 Penalty: 989.745911
	Iteration 7Q: 3 clusters Score -2299048 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -2300007.250000 Penalty: 989.745911
	Iteration 8Q: 3 clusters Score -2300007 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -2300749.000000 Penalty: 989.745911
	Iteration 9Q: 3 clusters Score -2300749 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -2301361.000000 Penalty: 989.745911
	Iteration 10Q: 3 clusters Score -2301361 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -2301815.750000 Penalty: 989.745911
	Iteration 11Q: 3 clusters Score -2301816 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -2302188.500000 Penalty: 989.745911
	Iteration 12Q: 3 clusters Score -2302188 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -2302471.750000 Penalty: 989.745911
	Iteration 13Q: 3 clusters Score -2302472 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -2302722.750000 Penalty: 989.745911
	Iteration 14Q: 3 clusters Score -2302723 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -2302949.250000 Penalty: 989.745911
	Iteration 15Q: 3 clusters Score -2302949 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -2303133.750000 Penalty: 989.745911
	Iteration 16Q: 3 clusters Score -2303134 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -2303296.250000 Penalty: 989.745911
	Iteration 17Q: 3 clusters Score -2303296 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -2303431.750000 Penalty: 989.745911
	Iteration 18Q: 3 clusters Score -2303432 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -2303557.500000 Penalty: 989.745911
	Iteration 19Q: 3 clusters Score -2303558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -2303671.750000 Penalty: 989.745911
	Iteration 20F: 3 clusters Score -2303672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -2303756.250000 Penalty: 989.745911
	Iteration 21Q: 3 clusters Score -2303756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -2303823.000000 Penalty: 989.745911
	Iteration 22Q: 3 clusters Score -2303823 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -2303880.250000 Penalty: 989.745911
	Iteration 23Q: 3 clusters Score -2303880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -2303934.000000 Penalty: 989.745911
	Iteration 24Q: 3 clusters Score -2303934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -2303973.750000 Penalty: 989.745911
	Iteration 25Q: 3 clusters Score -2303974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -2303998.250000 Penalty: 989.745911
	Iteration 26Q: 3 clusters Score -2303998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -2304010.250000 Penalty: 989.745911
	Iteration 27Q: 3 clusters Score -2304010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -2304022.250000 Penalty: 989.745911
	Iteration 28Q: 3 clusters Score -2304022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -2304032.750000 Penalty: 989.745911
	Iteration 29Q: 3 clusters Score -2304033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -2304049.750000 Penalty: 989.745911
	Iteration 30Q: 3 clusters Score -2304050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -2304068.750000 Penalty: 989.745911
	Iteration 31Q: 3 clusters Score -2304069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -2304082.500000 Penalty: 989.745911
	Iteration 32Q: 3 clusters Score -2304082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -2304091.250000 Penalty: 989.745911
	Iteration 33Q: 3 clusters Score -2304091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -2304097.250000 Penalty: 989.745911
	Iteration 34Q: 3 clusters Score -2304097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -2304107.000000 Penalty: 989.745911
	Iteration 35Q: 3 clusters Score -2304107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -2304109.000000 Penalty: 989.745911
	Iteration 36Q: 3 clusters Score -2304109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -2304111.750000 Penalty: 989.745911
	Iteration 37Q: 3 clusters Score -2304112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -2304117.750000 Penalty: 989.745911
	Iteration 38Q: 3 clusters Score -2304118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -2304119.500000 Penalty: 989.745911
	Iteration 39Q: 3 clusters Score -2304120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -2304122.250000 Penalty: 989.745911
	Iteration 40F: 3 clusters Score -2304122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -2304122.750000 Penalty: 989.745911
	Iteration 41Q: 3 clusters Score -2304123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -2304123.000000 Penalty: 989.745911
	Iteration 42Q: 3 clusters Score -2304123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -2304124.250000 Penalty: 989.745911
	Iteration 43Q: 3 clusters Score -2304124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -2304124.250000 Penalty: 989.745911
	Iteration 44F: 3 clusters Score -2304124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (187594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187594 members 
Entering Unmasked Estep 
Score: -8435398.000000 Penalty: 552.462585
	Iteration 0F: 2 clusters Score -8435398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -8307894.500000 Penalty: 1104.925171
	Iteration 0F: 3 clusters Score -8307894 nChanged 92294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -8367835.000000 Penalty: 1104.925171
	Iteration 1F: 3 clusters Score -8367835 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -8371646.000000 Penalty: 1104.925171
	Iteration 2Q: 3 clusters Score -8371646 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -8377352.000000 Penalty: 1104.925171
	Iteration 3F: 3 clusters Score -8377352 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110543 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -8385746.500000 Penalty: 1104.925171
	Iteration 4F: 3 clusters Score -8385746 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -8395001.000000 Penalty: 1104.925171
	Iteration 5F: 3 clusters Score -8395001 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -8400649.000000 Penalty: 1104.925171
	Iteration 6F: 3 clusters Score -8400649 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -8402901.000000 Penalty: 1104.925171
	Iteration 7Q: 3 clusters Score -8402901 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -8404169.000000 Penalty: 1104.925171
	Iteration 8Q: 3 clusters Score -8404169 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -8405402.000000 Penalty: 1104.925171
	Iteration 9Q: 3 clusters Score -8405402 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -8406678.000000 Penalty: 1104.925171
	Iteration 10Q: 3 clusters Score -8406678 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -8408069.000000 Penalty: 1104.925171
	Iteration 11Q: 3 clusters Score -8408069 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8409698.000000 Penalty: 1104.925171
	Iteration 12Q: 3 clusters Score -8409698 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8411369.000000 Penalty: 1104.925171
	Iteration 13Q: 3 clusters Score -8411369 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -8413348.000000 Penalty: 1104.925171
	Iteration 14Q: 3 clusters Score -8413348 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8415636.000000 Penalty: 1104.925171
	Iteration 15Q: 3 clusters Score -8415636 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -8418054.000000 Penalty: 1104.925171
	Iteration 16Q: 3 clusters Score -8418054 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -8420451.000000 Penalty: 1104.925171
	Iteration 17Q: 3 clusters Score -8420451 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8422933.000000 Penalty: 1104.925171
	Iteration 18Q: 3 clusters Score -8422933 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -8425255.000000 Penalty: 1104.925171
	Iteration 19Q: 3 clusters Score -8425255 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -8427222.000000 Penalty: 1104.925171
	Iteration 20F: 3 clusters Score -8427222 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -8428961.000000 Penalty: 1104.925171
	Iteration 21Q: 3 clusters Score -8428961 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -8430366.000000 Penalty: 1104.925171
	Iteration 22Q: 3 clusters Score -8430366 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179843 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8431445.000000 Penalty: 1104.925171
	Iteration 23Q: 3 clusters Score -8431445 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181190 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8432300.000000 Penalty: 1104.925171
	Iteration 24Q: 3 clusters Score -8432300 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182211 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -8432911.000000 Penalty: 1104.925171
	Iteration 25Q: 3 clusters Score -8432911 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8433315.000000 Penalty: 1104.925171
	Iteration 26Q: 3 clusters Score -8433315 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8433589.000000 Penalty: 1104.925171
	Iteration 27Q: 3 clusters Score -8433589 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184088 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8433828.000000 Penalty: 1104.925171
	Iteration 28Q: 3 clusters Score -8433828 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184480 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8434007.000000 Penalty: 1104.925171
	Iteration 29Q: 3 clusters Score -8434007 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184821 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8434192.000000 Penalty: 1104.925171
	Iteration 30Q: 3 clusters Score -8434192 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185086 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8434303.000000 Penalty: 1104.925171
	Iteration 31Q: 3 clusters Score -8434303 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8434405.000000 Penalty: 1104.925171
	Iteration 32Q: 3 clusters Score -8434405 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185520 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8434516.000000 Penalty: 1104.925171
	Iteration 33Q: 3 clusters Score -8434516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185692 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8434585.000000 Penalty: 1104.925171
	Iteration 34Q: 3 clusters Score -8434585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8434630.000000 Penalty: 1104.925171
	Iteration 35Q: 3 clusters Score -8434630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185947 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8434654.000000 Penalty: 1104.925171
	Iteration 36Q: 3 clusters Score -8434654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186053 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8434691.000000 Penalty: 1104.925171
	Iteration 37Q: 3 clusters Score -8434691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186135 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8434739.000000 Penalty: 1104.925171
	Iteration 38Q: 3 clusters Score -8434739 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186223 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8434787.000000 Penalty: 1104.925171
	Iteration 39Q: 3 clusters Score -8434787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8434823.000000 Penalty: 1104.925171
	Iteration 40F: 3 clusters Score -8434823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8434861.000000 Penalty: 1104.925171
	Iteration 41Q: 3 clusters Score -8434861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186443 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8434875.000000 Penalty: 1104.925171
	Iteration 42Q: 3 clusters Score -8434875 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186501 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8434928.000000 Penalty: 1104.925171
	Iteration 43Q: 3 clusters Score -8434928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186552 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8434956.000000 Penalty: 1104.925171
	Iteration 44Q: 3 clusters Score -8434956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8434981.000000 Penalty: 1104.925171
	Iteration 45Q: 3 clusters Score -8434981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8434976.000000 Penalty: 1104.925171
	Iteration 46Q: 3 clusters Score -8434976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186639 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8434978.000000 Penalty: 1104.925171
	Iteration 47Q: 3 clusters Score -8434978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186653 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8434993.000000 Penalty: 1104.925171
	Iteration 48Q: 3 clusters Score -8434993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8434995.000000 Penalty: 1104.925171
	Iteration 49Q: 3 clusters Score -8434995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8434993.000000 Penalty: 1104.925171
	Iteration 50Q: 3 clusters Score -8434993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8434989.000000 Penalty: 1104.925171
	Iteration 51Q: 3 clusters Score -8434989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8434997.000000 Penalty: 1104.925171
	Iteration 52Q: 3 clusters Score -8434997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8435003.000000 Penalty: 1104.925171
	Iteration 53Q: 3 clusters Score -8435003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8435006.000000 Penalty: 1104.925171
	Iteration 54Q: 3 clusters Score -8435006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8435003.000000 Penalty: 1104.925171
	Iteration 55Q: 3 clusters Score -8435003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186677 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8435010.000000 Penalty: 1104.925171
	Iteration 56Q: 3 clusters Score -8435010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8435023.000000 Penalty: 1104.925171
	Iteration 57Q: 3 clusters Score -8435023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8435027.000000 Penalty: 1104.925171
	Iteration 58Q: 3 clusters Score -8435027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8435034.000000 Penalty: 1104.925171
	Iteration 59Q: 3 clusters Score -8435034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186722 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8435039.000000 Penalty: 1104.925171
	Iteration 60F: 3 clusters Score -8435039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8435040.000000 Penalty: 1104.925171
	Iteration 61Q: 3 clusters Score -8435040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186759 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8435042.000000 Penalty: 1104.925171
	Iteration 62Q: 3 clusters Score -8435042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186778 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8435045.000000 Penalty: 1104.925171
	Iteration 63Q: 3 clusters Score -8435045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186790 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8435041.000000 Penalty: 1104.925171
	Iteration 64Q: 3 clusters Score -8435041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8435051.000000 Penalty: 1104.925171
	Iteration 65Q: 3 clusters Score -8435051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186810 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8435054.000000 Penalty: 1104.925171
	Iteration 66Q: 3 clusters Score -8435054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8435055.000000 Penalty: 1104.925171
	Iteration 67Q: 3 clusters Score -8435055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8435060.000000 Penalty: 1104.925171
	Iteration 68Q: 3 clusters Score -8435060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186830 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8435070.000000 Penalty: 1104.925171
	Iteration 69Q: 3 clusters Score -8435070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8435067.000000 Penalty: 1104.925171
	Iteration 70Q: 3 clusters Score -8435067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8435071.000000 Penalty: 1104.925171
	Iteration 71Q: 3 clusters Score -8435071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8435071.000000 Penalty: 1104.925171
	Iteration 72Q: 3 clusters Score -8435071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186869 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8435064.000000 Penalty: 1104.925171
	Iteration 73Q: 3 clusters Score -8435064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186875 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8435067.000000 Penalty: 1104.925171
	Iteration 74Q: 3 clusters Score -8435067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8435074.000000 Penalty: 1104.925171
	Iteration 75Q: 3 clusters Score -8435074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8435073.000000 Penalty: 1104.925171
	Iteration 76Q: 3 clusters Score -8435073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186896 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8435070.000000 Penalty: 1104.925171
	Iteration 77Q: 3 clusters Score -8435070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8435075.000000 Penalty: 1104.925171
	Iteration 78Q: 3 clusters Score -8435075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8435073.000000 Penalty: 1104.925171
	Iteration 79Q: 3 clusters Score -8435073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8435073.000000 Penalty: 1104.925171
	Iteration 80F: 3 clusters Score -8435073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Entering Unmasked Estep 
Score: -591476.187500 Penalty: 433.500519
	Iteration 0F: 2 clusters Score -591476.2 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 6911 members 
Entering Unmasked Estep 
Score: -582300.875000 Penalty: 867.001038
	Iteration 0F: 3 clusters Score -582300.9 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -585808.500000 Penalty: 867.001038
	Iteration 1F: 3 clusters Score -585808.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -585982.750000 Penalty: 867.001038
	Iteration 2Q: 3 clusters Score -585982.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -586253.062500 Penalty: 867.001038
	Iteration 3Q: 3 clusters Score -586253.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -586757.500000 Penalty: 867.001038
	Iteration 4F: 3 clusters Score -586757.5 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -587627.062500 Penalty: 867.001038
	Iteration 5F: 3 clusters Score -587627.1 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -588785.750000 Penalty: 867.001038
	Iteration 6F: 3 clusters Score -588785.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -589890.250000 Penalty: 867.001038
	Iteration 7F: 3 clusters Score -589890.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -590609.500000 Penalty: 867.001038
	Iteration 8F: 3 clusters Score -590609.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -590919.437500 Penalty: 867.001038
	Iteration 9Q: 3 clusters Score -590919.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -591022.625000 Penalty: 867.001038
	Iteration 10Q: 3 clusters Score -591022.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -591050.125000 Penalty: 867.001038
	Iteration 11Q: 3 clusters Score -591050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -591066.000000 Penalty: 867.001038
	Iteration 12Q: 3 clusters Score -591066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -591074.687500 Penalty: 867.001038
	Iteration 13Q: 3 clusters Score -591074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -591079.625000 Penalty: 867.001038
	Iteration 14Q: 3 clusters Score -591079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -591083.125000 Penalty: 867.001038
	Iteration 15Q: 3 clusters Score -591083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -591086.375000 Penalty: 867.001038
	Iteration 16Q: 3 clusters Score -591086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -591086.375000 Penalty: 867.001038
	Iteration 17F: 3 clusters Score -591086.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -752762.937500 Penalty: 444.867188
	Iteration 0F: 2 clusters Score -752762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -741069.562500 Penalty: 889.734375
	Iteration 0F: 3 clusters Score -741069.6 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -746238.437500 Penalty: 889.734375
	Iteration 1F: 3 clusters Score -746238.4 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -746935.062500 Penalty: 889.734375
	Iteration 2F: 3 clusters Score -746935.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -748069.312500 Penalty: 889.734375
	Iteration 3F: 3 clusters Score -748069.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -749538.062500 Penalty: 889.734375
	Iteration 4F: 3 clusters Score -749538.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -750741.437500 Penalty: 889.734375
	Iteration 5F: 3 clusters Score -750741.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -751386.562500 Penalty: 889.734375
	Iteration 6Q: 3 clusters Score -751386.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -751694.812500 Penalty: 889.734375
	Iteration 7Q: 3 clusters Score -751694.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -751863.437500 Penalty: 889.734375
	Iteration 8Q: 3 clusters Score -751863.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -751989.625000 Penalty: 889.734375
	Iteration 9Q: 3 clusters Score -751989.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -752087.500000 Penalty: 889.734375
	Iteration 10Q: 3 clusters Score -752087.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -752170.687500 Penalty: 889.734375
	Iteration 11Q: 3 clusters Score -752170.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -752222.375000 Penalty: 889.734375
	Iteration 12Q: 3 clusters Score -752222.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -752264.500000 Penalty: 889.734375
	Iteration 13Q: 3 clusters Score -752264.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -752299.312500 Penalty: 889.734375
	Iteration 14Q: 3 clusters Score -752299.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -752331.250000 Penalty: 889.734375
	Iteration 15Q: 3 clusters Score -752331.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -752364.375000 Penalty: 889.734375
	Iteration 16Q: 3 clusters Score -752364.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -752396.687500 Penalty: 889.734375
	Iteration 17Q: 3 clusters Score -752396.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -752418.625000 Penalty: 889.734375
	Iteration 18Q: 3 clusters Score -752418.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -752432.250000 Penalty: 889.734375
	Iteration 19Q: 3 clusters Score -752432.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -752450.500000 Penalty: 889.734375
	Iteration 20F: 3 clusters Score -752450.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -752470.937500 Penalty: 889.734375
	Iteration 21Q: 3 clusters Score -752470.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -752488.625000 Penalty: 889.734375
	Iteration 22Q: 3 clusters Score -752488.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -752508.937500 Penalty: 889.734375
	Iteration 23Q: 3 clusters Score -752508.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -752519.125000 Penalty: 889.734375
	Iteration 24Q: 3 clusters Score -752519.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -752528.750000 Penalty: 889.734375
	Iteration 25Q: 3 clusters Score -752528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -752535.937500 Penalty: 889.734375
	Iteration 26Q: 3 clusters Score -752535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -752537.812500 Penalty: 889.734375
	Iteration 27Q: 3 clusters Score -752537.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -752543.000000 Penalty: 889.734375
	Iteration 28Q: 3 clusters Score -752543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -752548.812500 Penalty: 889.734375
	Iteration 29Q: 3 clusters Score -752548.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -752555.062500 Penalty: 889.734375
	Iteration 30Q: 3 clusters Score -752555.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -752557.937500 Penalty: 889.734375
	Iteration 31Q: 3 clusters Score -752557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -752560.375000 Penalty: 889.734375
	Iteration 32Q: 3 clusters Score -752560.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -752564.187500 Penalty: 889.734375
	Iteration 33Q: 3 clusters Score -752564.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -752567.250000 Penalty: 889.734375
	Iteration 34Q: 3 clusters Score -752567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -752574.937500 Penalty: 889.734375
	Iteration 35Q: 3 clusters Score -752574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -752583.562500 Penalty: 889.734375
	Iteration 36Q: 3 clusters Score -752583.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -752600.062500 Penalty: 889.734375
	Iteration 37Q: 3 clusters Score -752600.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -752606.500000 Penalty: 889.734375
	Iteration 38Q: 3 clusters Score -752606.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -752618.750000 Penalty: 889.734375
	Iteration 39Q: 3 clusters Score -752618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -752627.937500 Penalty: 889.734375
	Iteration 40F: 3 clusters Score -752627.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -752640.125000 Penalty: 889.734375
	Iteration 41Q: 3 clusters Score -752640.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -752651.937500 Penalty: 889.734375
	Iteration 42Q: 3 clusters Score -752651.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -752662.875000 Penalty: 889.734375
	Iteration 43Q: 3 clusters Score -752662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -752671.875000 Penalty: 889.734375
	Iteration 44Q: 3 clusters Score -752671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -752674.500000 Penalty: 889.734375
	Iteration 45Q: 3 clusters Score -752674.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -752678.750000 Penalty: 889.734375
	Iteration 46Q: 3 clusters Score -752678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -752682.375000 Penalty: 889.734375
	Iteration 47Q: 3 clusters Score -752682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -752684.937500 Penalty: 889.734375
	Iteration 48Q: 3 clusters Score -752684.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -752688.437500 Penalty: 889.734375
	Iteration 49Q: 3 clusters Score -752688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -752690.062500 Penalty: 889.734375
	Iteration 50Q: 3 clusters Score -752690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -752688.812500 Penalty: 889.734375
	Iteration 51Q: 3 clusters Score -752688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -752689.125000 Penalty: 889.734375
	Iteration 52Q: 3 clusters Score -752689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -752690.312500 Penalty: 889.734375
	Iteration 53Q: 3 clusters Score -752690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -752690.875000 Penalty: 889.734375
	Iteration 54Q: 3 clusters Score -752690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -752692.125000 Penalty: 889.734375
	Iteration 55Q: 3 clusters Score -752692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -752692.500000 Penalty: 889.734375
	Iteration 56Q: 3 clusters Score -752692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -752693.187500 Penalty: 889.734375
	Iteration 57Q: 3 clusters Score -752693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -752694.000000 Penalty: 889.734375
	Iteration 58Q: 3 clusters Score -752694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -752695.187500 Penalty: 889.734375
	Iteration 59Q: 3 clusters Score -752695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -752695.312500 Penalty: 889.734375
	Iteration 60F: 3 clusters Score -752695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -752696.687500 Penalty: 889.734375
	Iteration 61Q: 3 clusters Score -752696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -752696.750000 Penalty: 889.734375
	Iteration 62Q: 3 clusters Score -752696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -752698.125000 Penalty: 889.734375
	Iteration 63Q: 3 clusters Score -752698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -752697.500000 Penalty: 889.734375
	Iteration 64Q: 3 clusters Score -752697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -752696.812500 Penalty: 889.734375
	Iteration 65Q: 3 clusters Score -752696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -752697.562500 Penalty: 889.734375
	Iteration 66Q: 3 clusters Score -752697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -752697.562500 Penalty: 889.734375
	Iteration 67F: 3 clusters Score -752697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 124595 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 97483 members 
Mstep: Class 5 contains 117 members 
Mstep: Class 6 contains 261121 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 157 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52909 members 
Mstep: Class 13 contains 187594 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 17 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941108.000000 Penalty: 11404.721680
Iteration 199Q: 19 clusters Score -4.694111e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 123753 members 
Mstep: Class 3 contains 22998 members 
Mstep: Class 4 contains 98142 members 
Mstep: Class 5 contains 121 members 
Mstep: Class 6 contains 259493 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 42694 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52805 members 
Mstep: Class 13 contains 189658 members 
Mstep: Class 14 contains 13750 members 
Mstep: Class 15 contains 207703 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 17637 members 
Mstep: Class 18 contains 39 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941960.000000 Penalty: 11404.721680
Iteration 200F: 19 clusters Score -4.694196e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 123174 members 
Mstep: Class 3 contains 23056 members 
Mstep: Class 4 contains 98468 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 257837 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 10 contains 5992 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 52704 members 
Mstep: Class 13 contains 190289 members 
Mstep: Class 14 contains 13757 members 
Mstep: Class 15 contains 209084 members 
Mstep: Class 16 contains 1021 members 
Mstep: Class 17 contains 17539 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942848.000000 Penalty: 11404.721680
Iteration 201Q: 19 clusters Score -4.694285e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 122692 members 
Mstep: Class 3 contains 23113 members 
Mstep: Class 4 contains 98879 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 256229 members 
Mstep: Class 7 contains 21166 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42358 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 52588 members 
Mstep: Class 13 contains 190955 members 
Mstep: Class 14 contains 13774 members 
Mstep: Class 15 contains 210152 members 
Mstep: Class 16 contains 1074 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943500.000000 Penalty: 11404.721680
Iteration 202Q: 19 clusters Score -4.69435e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 122348 members 
Mstep: Class 3 contains 23169 members 
Mstep: Class 4 contains 99167 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 254637 members 
Mstep: Class 7 contains 21153 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42295 members 
Mstep: Class 10 contains 6018 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 52501 members 
Mstep: Class 13 contains 191640 members 
Mstep: Class 14 contains 13796 members 
Mstep: Class 15 contains 211117 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943800.000000 Penalty: 11404.721680
Iteration 203Q: 19 clusters Score -4.69438e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 122064 members 
Mstep: Class 3 contains 23227 members 
Mstep: Class 4 contains 99430 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 252970 members 
Mstep: Class 7 contains 21144 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 52421 members 
Mstep: Class 13 contains 192351 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 212084 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 17367 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943972.000000 Penalty: 11404.721680
Iteration 204Q: 19 clusters Score -4.694397e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 121802 members 
Mstep: Class 3 contains 23287 members 
Mstep: Class 4 contains 99636 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 251439 members 
Mstep: Class 7 contains 21137 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42237 members 
Mstep: Class 10 contains 6006 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 52341 members 
Mstep: Class 13 contains 192927 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 213065 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 17340 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944152.000000 Penalty: 11404.721680
Iteration 205Q: 19 clusters Score -4.694415e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 121520 members 
Mstep: Class 3 contains 23341 members 
Mstep: Class 4 contains 99890 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 249846 members 
Mstep: Class 7 contains 21124 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42229 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 52272 members 
Mstep: Class 13 contains 193643 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 213891 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 17325 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944516.000000 Penalty: 11404.721680
Iteration 206Q: 19 clusters Score -4.694452e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 121246 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 100142 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 248257 members 
Mstep: Class 7 contains 21114 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42207 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 52199 members 
Mstep: Class 13 contains 194309 members 
Mstep: Class 14 contains 13885 members 
Mstep: Class 15 contains 214780 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 17307 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944396.000000 Penalty: 11404.721680
Iteration 207Q: 19 clusters Score -4.69444e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 121011 members 
Mstep: Class 3 contains 23443 members 
Mstep: Class 4 contains 100410 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 246750 members 
Mstep: Class 7 contains 21112 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42196 members 
Mstep: Class 10 contains 5963 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 52122 members 
Mstep: Class 13 contains 194855 members 
Mstep: Class 14 contains 13911 members 
Mstep: Class 15 contains 215676 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944384.000000 Penalty: 11404.721680
Iteration 208Q: 19 clusters Score -4.694438e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 120786 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 100673 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 245027 members 
Mstep: Class 7 contains 21110 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42194 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 52071 members 
Mstep: Class 13 contains 195614 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 216562 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 17249 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944432.000000 Penalty: 11404.721680
Iteration 209Q: 19 clusters Score -4.694443e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 120557 members 
Mstep: Class 3 contains 23516 members 
Mstep: Class 4 contains 100927 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 243227 members 
Mstep: Class 7 contains 21110 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42197 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 52043 members 
Mstep: Class 13 contains 196448 members 
Mstep: Class 14 contains 13948 members 
Mstep: Class 15 contains 217408 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17223 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944656.000000 Penalty: 11404.721680
Iteration 210Q: 19 clusters Score -4.694466e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 120297 members 
Mstep: Class 3 contains 23548 members 
Mstep: Class 4 contains 101195 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 241530 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42197 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 52019 members 
Mstep: Class 13 contains 197197 members 
Mstep: Class 14 contains 13965 members 
Mstep: Class 15 contains 218269 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17196 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944800.000000 Penalty: 11404.721680
Iteration 211Q: 19 clusters Score -4.69448e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 120056 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 101442 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 239726 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42195 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 52026 members 
Mstep: Class 13 contains 198049 members 
Mstep: Class 14 contains 13980 members 
Mstep: Class 15 contains 219092 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17169 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944900.000000 Penalty: 11404.721680
Iteration 212Q: 19 clusters Score -4.69449e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 119832 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 101675 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 237923 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42203 members 
Mstep: Class 10 contains 5873 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 52017 members 
Mstep: Class 13 contains 198867 members 
Mstep: Class 14 contains 13999 members 
Mstep: Class 15 contains 219952 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17146 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944872.000000 Penalty: 11404.721680
Iteration 213Q: 19 clusters Score -4.694487e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 119616 members 
Mstep: Class 3 contains 23639 members 
Mstep: Class 4 contains 101916 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 236141 members 
Mstep: Class 7 contains 21106 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42200 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 52026 members 
Mstep: Class 13 contains 199634 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 220810 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17133 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944964.000000 Penalty: 11404.721680
Iteration 214Q: 19 clusters Score -4.694496e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 119418 members 
Mstep: Class 3 contains 23665 members 
Mstep: Class 4 contains 102162 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 234405 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 52017 members 
Mstep: Class 13 contains 200326 members 
Mstep: Class 14 contains 14058 members 
Mstep: Class 15 contains 221661 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17126 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944992.000000 Penalty: 11404.721680
Iteration 215Q: 19 clusters Score -4.694499e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 119225 members 
Mstep: Class 3 contains 23693 members 
Mstep: Class 4 contains 102378 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 232660 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42214 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 52009 members 
Mstep: Class 13 contains 201024 members 
Mstep: Class 14 contains 14090 members 
Mstep: Class 15 contains 222535 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17121 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945188.000000 Penalty: 11404.721680
Iteration 216Q: 19 clusters Score -4.694519e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 119026 members 
Mstep: Class 3 contains 23702 members 
Mstep: Class 4 contains 102613 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 230817 members 
Mstep: Class 7 contains 21081 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42218 members 
Mstep: Class 10 contains 5828 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 52005 members 
Mstep: Class 13 contains 201785 members 
Mstep: Class 14 contains 14123 members 
Mstep: Class 15 contains 223447 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17119 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945280.000000 Penalty: 11404.721680
Iteration 217Q: 19 clusters Score -4.694528e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 118837 members 
Mstep: Class 3 contains 23712 members 
Mstep: Class 4 contains 102868 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 228938 members 
Mstep: Class 7 contains 21079 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42219 members 
Mstep: Class 10 contains 5813 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 52003 members 
Mstep: Class 13 contains 202569 members 
Mstep: Class 14 contains 14153 members 
Mstep: Class 15 contains 224349 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17115 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 19 clusters Score -4.694558e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 118628 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 103096 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 227138 members 
Mstep: Class 7 contains 21071 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42239 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 51995 members 
Mstep: Class 13 contains 203176 members 
Mstep: Class 14 contains 14187 members 
Mstep: Class 15 contains 225352 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 17128 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 19 clusters Score -4.694544e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 118451 members 
Mstep: Class 3 contains 23752 members 
Mstep: Class 4 contains 103291 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 225294 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 51997 members 
Mstep: Class 13 contains 203763 members 
Mstep: Class 14 contains 14214 members 
Mstep: Class 15 contains 226454 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 17134 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 19 clusters Score -4.694572e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 118272 members 
Mstep: Class 3 contains 23790 members 
Mstep: Class 4 contains 103456 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 223397 members 
Mstep: Class 7 contains 21059 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 10 contains 5741 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 52005 members 
Mstep: Class 13 contains 204440 members 
Mstep: Class 14 contains 14243 members 
Mstep: Class 15 contains 227543 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 17139 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 19 clusters Score -4.694555e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 118125 members 
Mstep: Class 3 contains 23820 members 
Mstep: Class 4 contains 103602 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 221450 members 
Mstep: Class 7 contains 21045 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42238 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 52001 members 
Mstep: Class 13 contains 205226 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 228589 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17155 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -4.694579e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 117997 members 
Mstep: Class 3 contains 23839 members 
Mstep: Class 4 contains 103705 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 219517 members 
Mstep: Class 7 contains 21040 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42236 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 51998 members 
Mstep: Class 13 contains 205976 members 
Mstep: Class 14 contains 14291 members 
Mstep: Class 15 contains 229695 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17164 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 19 clusters Score -4.694595e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 117870 members 
Mstep: Class 3 contains 23852 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 217644 members 
Mstep: Class 7 contains 21037 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 51971 members 
Mstep: Class 13 contains 206631 members 
Mstep: Class 14 contains 14313 members 
Mstep: Class 15 contains 230853 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17169 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 19 clusters Score -4.694586e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 117759 members 
Mstep: Class 3 contains 23870 members 
Mstep: Class 4 contains 103916 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 215747 members 
Mstep: Class 7 contains 21031 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 42246 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 2120 members 
Mstep: Class 12 contains 51966 members 
Mstep: Class 13 contains 207351 members 
Mstep: Class 14 contains 14325 members 
Mstep: Class 15 contains 231955 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17178 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 19 clusters Score -4.694599e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 117631 members 
Mstep: Class 3 contains 23891 members 
Mstep: Class 4 contains 104024 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 213922 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 51961 members 
Mstep: Class 13 contains 207982 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 233059 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17189 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 19 clusters Score -4.694599e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 117498 members 
Mstep: Class 3 contains 23918 members 
Mstep: Class 4 contains 104146 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 212076 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 51962 members 
Mstep: Class 13 contains 208615 members 
Mstep: Class 14 contains 14338 members 
Mstep: Class 15 contains 234193 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17192 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945944.000000 Penalty: 11404.721680
Iteration 227Q: 19 clusters Score -4.694594e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 117359 members 
Mstep: Class 3 contains 23931 members 
Mstep: Class 4 contains 104252 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 210258 members 
Mstep: Class 7 contains 21019 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 42245 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51968 members 
Mstep: Class 13 contains 209139 members 
Mstep: Class 14 contains 14345 members 
Mstep: Class 15 contains 235411 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 17202 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946108.000000 Penalty: 11404.721680
Iteration 228Q: 19 clusters Score -4.694611e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 117224 members 
Mstep: Class 3 contains 23945 members 
Mstep: Class 4 contains 104333 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 208520 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 42239 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51962 members 
Mstep: Class 13 contains 209525 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 236719 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 17193 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946144.000000 Penalty: 11404.721680
Iteration 229Q: 19 clusters Score -4.694614e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 117102 members 
Mstep: Class 3 contains 23947 members 
Mstep: Class 4 contains 104449 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 206765 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51935 members 
Mstep: Class 13 contains 209982 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 237952 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 17182 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945968.000000 Penalty: 11404.721680
Iteration 230Q: 19 clusters Score -4.694597e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 116979 members 
Mstep: Class 3 contains 23953 members 
Mstep: Class 4 contains 104546 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 205139 members 
Mstep: Class 7 contains 21015 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42248 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51921 members 
Mstep: Class 13 contains 210302 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 239221 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 17170 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 19 clusters Score -4.694601e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 116869 members 
Mstep: Class 3 contains 23966 members 
Mstep: Class 4 contains 104652 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 203457 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51912 members 
Mstep: Class 13 contains 210611 members 
Mstep: Class 14 contains 14369 members 
Mstep: Class 15 contains 240523 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 17168 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946120.000000 Penalty: 11404.721680
Iteration 232Q: 19 clusters Score -4.694612e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 116734 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 104754 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 201745 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51921 members 
Mstep: Class 13 contains 210878 members 
Mstep: Class 14 contains 14377 members 
Mstep: Class 15 contains 241889 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 17162 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
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Score: -46946504.000000 Penalty: 11404.721680
Iteration 233Q: 19 clusters Score -4.69465e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 116598 members 
Mstep: Class 3 contains 23980 members 
Mstep: Class 4 contains 104870 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 200092 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42238 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51931 members 
Mstep: Class 13 contains 211113 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 243219 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 17156 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 19 clusters Score -4.69467e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 116469 members 
Mstep: Class 3 contains 23993 members 
Mstep: Class 4 contains 104996 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 198515 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42227 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51937 members 
Mstep: Class 13 contains 211221 members 
Mstep: Class 14 contains 14390 members 
Mstep: Class 15 contains 244595 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 17149 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 19 clusters Score -4.694687e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 116366 members 
Mstep: Class 3 contains 24008 members 
Mstep: Class 4 contains 105147 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 196785 members 
Mstep: Class 7 contains 20988 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42219 members 
Mstep: Class 10 contains 5461 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 51955 members 
Mstep: Class 13 contains 211615 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 245780 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 17149 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947176.000000 Penalty: 11404.721680
Iteration 236Q: 19 clusters Score -4.694718e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 116253 members 
Mstep: Class 3 contains 24025 members 
Mstep: Class 4 contains 105295 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 195186 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42217 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 51977 members 
Mstep: Class 13 contains 211668 members 
Mstep: Class 14 contains 14407 members 
Mstep: Class 15 contains 247179 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17150 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947336.000000 Penalty: 11404.721680
Iteration 237Q: 19 clusters Score -4.694734e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 116155 members 
Mstep: Class 3 contains 24042 members 
Mstep: Class 4 contains 105409 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 193515 members 
Mstep: Class 7 contains 20984 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42210 members 
Mstep: Class 10 contains 5435 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 52000 members 
Mstep: Class 13 contains 211865 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 248533 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 17145 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 238Q: 19 clusters Score -4.69474e+07 nChanged 3646
Entering ConstructFrom: 
Score: -46947400.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (60589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Entering Unmasked Estep 
Score: -2680453.750000 Penalty: 501.040009
	Iteration 0F: 2 clusters Score -2680454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2639535.500000 Penalty: 1002.080017
	Iteration 0F: 3 clusters Score -2639536 nChanged 29532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -2656829.750000 Penalty: 1002.080017
	Iteration 1F: 3 clusters Score -2656830 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -2657520.500000 Penalty: 1002.080017
	Iteration 2Q: 3 clusters Score -2657520 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -2658674.750000 Penalty: 1002.080017
	Iteration 3Q: 3 clusters Score -2658675 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -2660765.500000 Penalty: 1002.080017
	Iteration 4F: 3 clusters Score -2660766 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -2664201.250000 Penalty: 1002.080017
	Iteration 5F: 3 clusters Score -2664201 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -2668955.750000 Penalty: 1002.080017
	Iteration 6F: 3 clusters Score -2668956 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -2673812.000000 Penalty: 1002.080017
	Iteration 7F: 3 clusters Score -2673812 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -2677165.250000 Penalty: 1002.080017
	Iteration 8F: 3 clusters Score -2677165 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -2678947.500000 Penalty: 1002.080017
	Iteration 9Q: 3 clusters Score -2678948 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -2679644.000000 Penalty: 1002.080017
	Iteration 10Q: 3 clusters Score -2679644 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -2679943.500000 Penalty: 1002.080017
	Iteration 11Q: 3 clusters Score -2679944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -2680046.250000 Penalty: 1002.080017
	Iteration 12Q: 3 clusters Score -2680046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -2680080.750000 Penalty: 1002.080017
	Iteration 13Q: 3 clusters Score -2680081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -2680094.750000 Penalty: 1002.080017
	Iteration 14Q: 3 clusters Score -2680095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -2680102.750000 Penalty: 1002.080017
	Iteration 15Q: 3 clusters Score -2680103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -2680108.500000 Penalty: 1002.080017
	Iteration 16Q: 3 clusters Score -2680108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -2680117.750000 Penalty: 1002.080017
	Iteration 17Q: 3 clusters Score -2680118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -2680125.750000 Penalty: 1002.080017
	Iteration 18Q: 3 clusters Score -2680126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -2680137.750000 Penalty: 1002.080017
	Iteration 19Q: 3 clusters Score -2680138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -2680142.250000 Penalty: 1002.080017
	Iteration 20F: 3 clusters Score -2680142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -2680147.500000 Penalty: 1002.080017
	Iteration 21Q: 3 clusters Score -2680148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -2680150.750000 Penalty: 1002.080017
	Iteration 22Q: 3 clusters Score -2680151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -2680149.000000 Penalty: 1002.080017
	Iteration 23Q: 3 clusters Score -2680149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -2680153.750000 Penalty: 1002.080017
	Iteration 24Q: 3 clusters Score -2680154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -2680153.000000 Penalty: 1002.080017
	Iteration 25Q: 3 clusters Score -2680153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -2680157.750000 Penalty: 1002.080017
	Iteration 26Q: 3 clusters Score -2680158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -2680158.000000 Penalty: 1002.080017
	Iteration 27Q: 3 clusters Score -2680158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -2680156.750000 Penalty: 1002.080017
	Iteration 28Q: 3 clusters Score -2680157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -2680157.250000 Penalty: 1002.080017
	Iteration 29Q: 3 clusters Score -2680157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -2680158.500000 Penalty: 1002.080017
	Iteration 30Q: 3 clusters Score -2680158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -2680157.500000 Penalty: 1002.080017
	Iteration 31Q: 3 clusters Score -2680158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -2680157.500000 Penalty: 1002.080017
	Iteration 32F: 3 clusters Score -2680158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116042 members 
Entering Unmasked Estep 
Score: -5166457.500000 Penalty: 530.607727
	Iteration 0F: 2 clusters Score -5166458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -5087769.000000 Penalty: 1061.215454
	Iteration 0F: 3 clusters Score -5087769 nChanged 56727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -5122710.000000 Penalty: 1061.215454
	Iteration 1F: 3 clusters Score -5122710 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -5124686.500000 Penalty: 1061.215454
	Iteration 2Q: 3 clusters Score -5124686 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5128444.500000 Penalty: 1061.215454
	Iteration 3F: 3 clusters Score -5128444 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5135274.500000 Penalty: 1061.215454
	Iteration 4F: 3 clusters Score -5135274 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5145433.000000 Penalty: 1061.215454
	Iteration 5F: 3 clusters Score -5145433 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5155760.500000 Penalty: 1061.215454
	Iteration 6F: 3 clusters Score -5155760 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5162400.500000 Penalty: 1061.215454
	Iteration 7F: 3 clusters Score -5162400 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5165104.500000 Penalty: 1061.215454
	Iteration 8Q: 3 clusters Score -5165104 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5165768.000000 Penalty: 1061.215454
	Iteration 9Q: 3 clusters Score -5165768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5165905.500000 Penalty: 1061.215454
	Iteration 10Q: 3 clusters Score -5165906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5165943.000000 Penalty: 1061.215454
	Iteration 11Q: 3 clusters Score -5165943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115996 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5165954.000000 Penalty: 1061.215454
	Iteration 12Q: 3 clusters Score -5165954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5165955.500000 Penalty: 1061.215454
	Iteration 13Q: 3 clusters Score -5165956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5165955.500000 Penalty: 1061.215454
	Iteration 14Q: 3 clusters Score -5165956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5165960.000000 Penalty: 1061.215454
	Iteration 15Q: 3 clusters Score -5165960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5165960.000000 Penalty: 1061.215454
	Iteration 16F: 3 clusters Score -5165960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Entering Unmasked Estep 
Score: -1062136.375000 Penalty: 459.014130
	Iteration 0F: 2 clusters Score -1062136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1046133.187500 Penalty: 918.028259
	Iteration 0F: 3 clusters Score -1046133 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1052729.375000 Penalty: 918.028259
	Iteration 1F: 3 clusters Score -1052729 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1053075.125000 Penalty: 918.028259
	Iteration 2Q: 3 clusters Score -1053075 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1053492.125000 Penalty: 918.028259
	Iteration 3Q: 3 clusters Score -1053492 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1054022.125000 Penalty: 918.028259
	Iteration 4Q: 3 clusters Score -1054022 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1054664.375000 Penalty: 918.028259
	Iteration 5F: 3 clusters Score -1054664 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1055585.750000 Penalty: 918.028259
	Iteration 6F: 3 clusters Score -1055586 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1056773.750000 Penalty: 918.028259
	Iteration 7F: 3 clusters Score -1056774 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1057707.125000 Penalty: 918.028259
	Iteration 8F: 3 clusters Score -1057707 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1058157.750000 Penalty: 918.028259
	Iteration 9Q: 3 clusters Score -1058158 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1058386.250000 Penalty: 918.028259
	Iteration 10Q: 3 clusters Score -1058386 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1058604.625000 Penalty: 918.028259
	Iteration 11Q: 3 clusters Score -1058605 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1058880.125000 Penalty: 918.028259
	Iteration 12Q: 3 clusters Score -1058880 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1059234.125000 Penalty: 918.028259
	Iteration 13Q: 3 clusters Score -1059234 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1059684.250000 Penalty: 918.028259
	Iteration 14Q: 3 clusters Score -1059684 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1060171.125000 Penalty: 918.028259
	Iteration 15Q: 3 clusters Score -1060171 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1060585.625000 Penalty: 918.028259
	Iteration 16Q: 3 clusters Score -1060586 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1060884.250000 Penalty: 918.028259
	Iteration 17Q: 3 clusters Score -1060884 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1061068.625000 Penalty: 918.028259
	Iteration 18Q: 3 clusters Score -1061069 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1061203.000000 Penalty: 918.028259
	Iteration 19Q: 3 clusters Score -1061203 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1061308.250000 Penalty: 918.028259
	Iteration 20F: 3 clusters Score -1061308 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1061377.625000 Penalty: 918.028259
	Iteration 21Q: 3 clusters Score -1061378 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1061418.250000 Penalty: 918.028259
	Iteration 22Q: 3 clusters Score -1061418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1061433.250000 Penalty: 918.028259
	Iteration 23Q: 3 clusters Score -1061433 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1061444.375000 Penalty: 918.028259
	Iteration 24Q: 3 clusters Score -1061444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1061454.125000 Penalty: 918.028259
	Iteration 25Q: 3 clusters Score -1061454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1061465.750000 Penalty: 918.028259
	Iteration 26Q: 3 clusters Score -1061466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1061471.250000 Penalty: 918.028259
	Iteration 27Q: 3 clusters Score -1061471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1061477.875000 Penalty: 918.028259
	Iteration 28Q: 3 clusters Score -1061478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1061483.000000 Penalty: 918.028259
	Iteration 29Q: 3 clusters Score -1061483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1061485.375000 Penalty: 918.028259
	Iteration 30Q: 3 clusters Score -1061485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1061488.625000 Penalty: 918.028259
	Iteration 31Q: 3 clusters Score -1061489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1061489.750000 Penalty: 918.028259
	Iteration 32Q: 3 clusters Score -1061490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1061491.750000 Penalty: 918.028259
	Iteration 33Q: 3 clusters Score -1061492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1061492.250000 Penalty: 918.028259
	Iteration 34Q: 3 clusters Score -1061492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1061490.750000 Penalty: 918.028259
	Iteration 35Q: 3 clusters Score -1061491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1061491.875000 Penalty: 918.028259
	Iteration 36Q: 3 clusters Score -1061492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1061489.375000 Penalty: 918.028259
	Iteration 37Q: 3 clusters Score -1061489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1061489.000000 Penalty: 918.028259
	Iteration 38Q: 3 clusters Score -1061489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1061489.375000 Penalty: 918.028259
	Iteration 39Q: 3 clusters Score -1061489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1061489.625000 Penalty: 918.028259
	Iteration 40F: 3 clusters Score -1061490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1061491.750000 Penalty: 918.028259
	Iteration 41Q: 3 clusters Score -1061492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1061492.375000 Penalty: 918.028259
	Iteration 42Q: 3 clusters Score -1061492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1061491.500000 Penalty: 918.028259
	Iteration 43Q: 3 clusters Score -1061492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1061490.250000 Penalty: 918.028259
	Iteration 44Q: 3 clusters Score -1061490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1061491.125000 Penalty: 918.028259
	Iteration 45Q: 3 clusters Score -1061491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1061491.750000 Penalty: 918.028259
	Iteration 46Q: 3 clusters Score -1061492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1061492.000000 Penalty: 918.028259
	Iteration 47Q: 3 clusters Score -1061492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1061492.000000 Penalty: 918.028259
	Iteration 48F: 3 clusters Score -1061492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Entering Unmasked Estep 
Score: -4775551.000000 Penalty: 526.288452
	Iteration 0F: 2 clusters Score -4775551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -4703718.500000 Penalty: 1052.576904
	Iteration 0F: 3 clusters Score -4703718 nChanged 51808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -4736698.000000 Penalty: 1052.576904
	Iteration 1F: 3 clusters Score -4736698 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4739502.000000 Penalty: 1052.576904
	Iteration 2F: 3 clusters Score -4739502 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4744390.500000 Penalty: 1052.576904
	Iteration 3F: 3 clusters Score -4744390 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4751472.500000 Penalty: 1052.576904
	Iteration 4F: 3 clusters Score -4751472 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4759568.500000 Penalty: 1052.576904
	Iteration 5F: 3 clusters Score -4759568 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4766241.000000 Penalty: 1052.576904
	Iteration 6F: 3 clusters Score -4766241 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4770684.000000 Penalty: 1052.576904
	Iteration 7Q: 3 clusters Score -4770684 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4772994.000000 Penalty: 1052.576904
	Iteration 8Q: 3 clusters Score -4772994 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4774100.000000 Penalty: 1052.576904
	Iteration 9Q: 3 clusters Score -4774100 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4774655.000000 Penalty: 1052.576904
	Iteration 10Q: 3 clusters Score -4774655 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4774894.000000 Penalty: 1052.576904
	Iteration 11Q: 3 clusters Score -4774894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4775003.000000 Penalty: 1052.576904
	Iteration 12Q: 3 clusters Score -4775003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4775054.500000 Penalty: 1052.576904
	Iteration 13Q: 3 clusters Score -4775054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4775083.500000 Penalty: 1052.576904
	Iteration 14Q: 3 clusters Score -4775084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4775101.000000 Penalty: 1052.576904
	Iteration 15Q: 3 clusters Score -4775101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4775104.500000 Penalty: 1052.576904
	Iteration 16Q: 3 clusters Score -4775104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4775101.500000 Penalty: 1052.576904
	Iteration 17Q: 3 clusters Score -4775102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4775103.500000 Penalty: 1052.576904
	Iteration 18Q: 3 clusters Score -4775104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4775104.500000 Penalty: 1052.576904
	Iteration 19Q: 3 clusters Score -4775104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4775107.500000 Penalty: 1052.576904
	Iteration 20F: 3 clusters Score -4775108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4775107.000000 Penalty: 1052.576904
	Iteration 21Q: 3 clusters Score -4775107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4775111.000000 Penalty: 1052.576904
	Iteration 22Q: 3 clusters Score -4775111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4775111.000000 Penalty: 1052.576904
	Iteration 23F: 3 clusters Score -4775111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4578.553223 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4578.553 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 67 members 
Entering Unmasked Estep 
Score: -4384.324219 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4384.324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4409.511719 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4409.512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4414.929688 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4414.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4416.945801 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4416.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4417.387695 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4417.388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4417.387695 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -4417.388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (191851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191851 members 
Entering Unmasked Estep 
Score: -8418062.000000 Penalty: 553.483582
	Iteration 0F: 2 clusters Score -8418062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -8287681.500000 Penalty: 1106.967163
	Iteration 0F: 3 clusters Score -8287682 nChanged 94434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -8347039.500000 Penalty: 1106.967163
	Iteration 1F: 3 clusters Score -8347040 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -8350193.000000 Penalty: 1106.967163
	Iteration 2Q: 3 clusters Score -8350193 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122042 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -8355952.000000 Penalty: 1106.967163
	Iteration 3F: 3 clusters Score -8355952 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135425 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -8365414.000000 Penalty: 1106.967163
	Iteration 4F: 3 clusters Score -8365414 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8379588.500000 Penalty: 1106.967163
	Iteration 5F: 3 clusters Score -8379588 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8395391.000000 Penalty: 1106.967163
	Iteration 6F: 3 clusters Score -8395391 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180600 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -8407342.000000 Penalty: 1106.967163
	Iteration 7F: 3 clusters Score -8407342 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8413762.000000 Penalty: 1106.967163
	Iteration 8Q: 3 clusters Score -8413762 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190283 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8416283.000000 Penalty: 1106.967163
	Iteration 9Q: 3 clusters Score -8416283 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191297 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8417102.000000 Penalty: 1106.967163
	Iteration 10Q: 3 clusters Score -8417102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191622 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8417372.000000 Penalty: 1106.967163
	Iteration 11Q: 3 clusters Score -8417372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191721 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8417496.000000 Penalty: 1106.967163
	Iteration 12Q: 3 clusters Score -8417496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8417532.000000 Penalty: 1106.967163
	Iteration 13Q: 3 clusters Score -8417532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191765 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8417547.000000 Penalty: 1106.967163
	Iteration 14Q: 3 clusters Score -8417547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8417553.000000 Penalty: 1106.967163
	Iteration 15Q: 3 clusters Score -8417553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8417555.000000 Penalty: 1106.967163
	Iteration 16Q: 3 clusters Score -8417555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191776 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8417560.000000 Penalty: 1106.967163
	Iteration 17Q: 3 clusters Score -8417560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191777 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8417562.000000 Penalty: 1106.967163
	Iteration 18Q: 3 clusters Score -8417562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191777 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8417571.000000 Penalty: 1106.967163
	Iteration 19Q: 3 clusters Score -8417571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8417575.000000 Penalty: 1106.967163
	Iteration 20F: 3 clusters Score -8417575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8417576.000000 Penalty: 1106.967163
	Iteration 21Q: 3 clusters Score -8417576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8417576.000000 Penalty: 1106.967163
	Iteration 22Q: 3 clusters Score -8417576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8417580.000000 Penalty: 1106.967163
	Iteration 23Q: 3 clusters Score -8417580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191786 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8417579.000000 Penalty: 1106.967163
	Iteration 24Q: 3 clusters Score -8417579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8417581.000000 Penalty: 1106.967163
	Iteration 25Q: 3 clusters Score -8417581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8417581.000000 Penalty: 1106.967163
	Iteration 26F: 3 clusters Score -8417581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -905991.312500 Penalty: 452.783081
	Iteration 0F: 2 clusters Score -905991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -891931.250000 Penalty: 905.566162
	Iteration 0F: 3 clusters Score -891931.2 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -897677.250000 Penalty: 905.566162
	Iteration 1F: 3 clusters Score -897677.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -898078.687500 Penalty: 905.566162
	Iteration 2Q: 3 clusters Score -898078.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -898714.250000 Penalty: 905.566162
	Iteration 3Q: 3 clusters Score -898714.2 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -899799.125000 Penalty: 905.566162
	Iteration 4F: 3 clusters Score -899799.1 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -901346.000000 Penalty: 905.566162
	Iteration 5F: 3 clusters Score -901346 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -902672.437500 Penalty: 905.566162
	Iteration 6F: 3 clusters Score -902672.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -903366.562500 Penalty: 905.566162
	Iteration 7F: 3 clusters Score -903366.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -903773.250000 Penalty: 905.566162
	Iteration 8Q: 3 clusters Score -903773.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -904104.125000 Penalty: 905.566162
	Iteration 9Q: 3 clusters Score -904104.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -904390.812500 Penalty: 905.566162
	Iteration 10Q: 3 clusters Score -904390.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -904622.000000 Penalty: 905.566162
	Iteration 11Q: 3 clusters Score -904622 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -904836.187500 Penalty: 905.566162
	Iteration 12Q: 3 clusters Score -904836.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -905010.000000 Penalty: 905.566162
	Iteration 13Q: 3 clusters Score -905010 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -905126.750000 Penalty: 905.566162
	Iteration 14Q: 3 clusters Score -905126.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -905216.000000 Penalty: 905.566162
	Iteration 15Q: 3 clusters Score -905216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -905280.750000 Penalty: 905.566162
	Iteration 16Q: 3 clusters Score -905280.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -905329.562500 Penalty: 905.566162
	Iteration 17Q: 3 clusters Score -905329.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -905363.000000 Penalty: 905.566162
	Iteration 18Q: 3 clusters Score -905363 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -905388.375000 Penalty: 905.566162
	Iteration 19Q: 3 clusters Score -905388.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -905410.562500 Penalty: 905.566162
	Iteration 20F: 3 clusters Score -905410.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -905426.625000 Penalty: 905.566162
	Iteration 21Q: 3 clusters Score -905426.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -905437.125000 Penalty: 905.566162
	Iteration 22Q: 3 clusters Score -905437.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -905450.750000 Penalty: 905.566162
	Iteration 23Q: 3 clusters Score -905450.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -905460.500000 Penalty: 905.566162
	Iteration 24Q: 3 clusters Score -905460.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -905462.875000 Penalty: 905.566162
	Iteration 25Q: 3 clusters Score -905462.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -905462.437500 Penalty: 905.566162
	Iteration 26Q: 3 clusters Score -905462.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -905462.312500 Penalty: 905.566162
	Iteration 27Q: 3 clusters Score -905462.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -905464.437500 Penalty: 905.566162
	Iteration 28Q: 3 clusters Score -905464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -905462.875000 Penalty: 905.566162
	Iteration 29Q: 3 clusters Score -905462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -905462.687500 Penalty: 905.566162
	Iteration 30Q: 3 clusters Score -905462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -905466.000000 Penalty: 905.566162
	Iteration 31Q: 3 clusters Score -905466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -905465.875000 Penalty: 905.566162
	Iteration 32Q: 3 clusters Score -905465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -905465.500000 Penalty: 905.566162
	Iteration 33Q: 3 clusters Score -905465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -905463.625000 Penalty: 905.566162
	Iteration 34Q: 3 clusters Score -905463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -905464.687500 Penalty: 905.566162
	Iteration 35Q: 3 clusters Score -905464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -905465.000000 Penalty: 905.566162
	Iteration 36Q: 3 clusters Score -905465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -905465.937500 Penalty: 905.566162
	Iteration 37Q: 3 clusters Score -905465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -905465.937500 Penalty: 905.566162
	Iteration 38Q: 3 clusters Score -905465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -905466.062500 Penalty: 905.566162
	Iteration 39Q: 3 clusters Score -905466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -905467.437500 Penalty: 905.566162
	Iteration 40F: 3 clusters Score -905467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -905467.312500 Penalty: 905.566162
	Iteration 41Q: 3 clusters Score -905467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -905467.437500 Penalty: 905.566162
	Iteration 42Q: 3 clusters Score -905467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -905468.687500 Penalty: 905.566162
	Iteration 43Q: 3 clusters Score -905468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -905468.687500 Penalty: 905.566162
	Iteration 44Q: 3 clusters Score -905468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -905468.687500 Penalty: 905.566162
	Iteration 45F: 3 clusters Score -905468.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -5464.019043 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -5464.019 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 85 members 
Entering Unmasked Estep 
Score: -5213.672852 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -5213.673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5297.386719 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -5297.387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5330.293945 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -5330.294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5351.564453 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -5351.564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5362.898438 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -5362.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5363.282715 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -5363.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5364.830078 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -5364.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5364.830078 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -5364.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Entering Unmasked Estep 
Score: -1708310.000000 Penalty: 484.599152
	Iteration 0F: 2 clusters Score -1708310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -1680039.125000 Penalty: 969.198303
	Iteration 0F: 3 clusters Score -1680039 nChanged 20367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1692954.750000 Penalty: 969.198303
	Iteration 1F: 3 clusters Score -1692955 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -1694675.000000 Penalty: 969.198303
	Iteration 2F: 3 clusters Score -1694675 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -1696806.000000 Penalty: 969.198303
	Iteration 3F: 3 clusters Score -1696806 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1698861.000000 Penalty: 969.198303
	Iteration 4F: 3 clusters Score -1698861 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -1700672.625000 Penalty: 969.198303
	Iteration 5F: 3 clusters Score -1700673 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -1702091.000000 Penalty: 969.198303
	Iteration 6F: 3 clusters Score -1702091 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -1703120.375000 Penalty: 969.198303
	Iteration 7Q: 3 clusters Score -1703120 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -1703700.500000 Penalty: 969.198303
	Iteration 8Q: 3 clusters Score -1703700 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -1704005.875000 Penalty: 969.198303
	Iteration 9Q: 3 clusters Score -1704006 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -1704189.750000 Penalty: 969.198303
	Iteration 10Q: 3 clusters Score -1704190 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -1704319.750000 Penalty: 969.198303
	Iteration 11Q: 3 clusters Score -1704320 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -1704453.250000 Penalty: 969.198303
	Iteration 12Q: 3 clusters Score -1704453 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -1704575.375000 Penalty: 969.198303
	Iteration 13Q: 3 clusters Score -1704575 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -1704709.500000 Penalty: 969.198303
	Iteration 14Q: 3 clusters Score -1704710 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -1704860.375000 Penalty: 969.198303
	Iteration 15Q: 3 clusters Score -1704860 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -1705040.875000 Penalty: 969.198303
	Iteration 16Q: 3 clusters Score -1705041 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -1705262.250000 Penalty: 969.198303
	Iteration 17Q: 3 clusters Score -1705262 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -1705492.375000 Penalty: 969.198303
	Iteration 18Q: 3 clusters Score -1705492 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -1705754.125000 Penalty: 969.198303
	Iteration 19Q: 3 clusters Score -1705754 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -1706028.625000 Penalty: 969.198303
	Iteration 20F: 3 clusters Score -1706029 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -1706311.500000 Penalty: 969.198303
	Iteration 21Q: 3 clusters Score -1706312 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -1706571.250000 Penalty: 969.198303
	Iteration 22Q: 3 clusters Score -1706571 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -1706830.750000 Penalty: 969.198303
	Iteration 23Q: 3 clusters Score -1706831 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -1707074.125000 Penalty: 969.198303
	Iteration 24Q: 3 clusters Score -1707074 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -1707280.000000 Penalty: 969.198303
	Iteration 25Q: 3 clusters Score -1707280 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -1707443.000000 Penalty: 969.198303
	Iteration 26Q: 3 clusters Score -1707443 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -1707595.375000 Penalty: 969.198303
	Iteration 27Q: 3 clusters Score -1707595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -1707699.500000 Penalty: 969.198303
	Iteration 28Q: 3 clusters Score -1707700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -1707789.250000 Penalty: 969.198303
	Iteration 29Q: 3 clusters Score -1707789 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -1707883.000000 Penalty: 969.198303
	Iteration 30Q: 3 clusters Score -1707883 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -1707933.500000 Penalty: 969.198303
	Iteration 31Q: 3 clusters Score -1707934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -1707977.625000 Penalty: 969.198303
	Iteration 32Q: 3 clusters Score -1707978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -1708014.625000 Penalty: 969.198303
	Iteration 33Q: 3 clusters Score -1708015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -1708044.625000 Penalty: 969.198303
	Iteration 34Q: 3 clusters Score -1708045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -1708065.875000 Penalty: 969.198303
	Iteration 35Q: 3 clusters Score -1708066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -1708086.375000 Penalty: 969.198303
	Iteration 36Q: 3 clusters Score -1708086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -1708107.250000 Penalty: 969.198303
	Iteration 37Q: 3 clusters Score -1708107 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -1708133.625000 Penalty: 969.198303
	Iteration 38Q: 3 clusters Score -1708134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -1708153.375000 Penalty: 969.198303
	Iteration 39Q: 3 clusters Score -1708153 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -1708173.875000 Penalty: 969.198303
	Iteration 40F: 3 clusters Score -1708174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -1708185.000000 Penalty: 969.198303
	Iteration 41Q: 3 clusters Score -1708185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -1708198.875000 Penalty: 969.198303
	Iteration 42Q: 3 clusters Score -1708199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -1708213.250000 Penalty: 969.198303
	Iteration 43Q: 3 clusters Score -1708213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -1708230.625000 Penalty: 969.198303
	Iteration 44Q: 3 clusters Score -1708231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -1708235.625000 Penalty: 969.198303
	Iteration 45Q: 3 clusters Score -1708236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -1708237.500000 Penalty: 969.198303
	Iteration 46Q: 3 clusters Score -1708238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -1708245.125000 Penalty: 969.198303
	Iteration 47Q: 3 clusters Score -1708245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -1708251.000000 Penalty: 969.198303
	Iteration 48Q: 3 clusters Score -1708251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -1708257.500000 Penalty: 969.198303
	Iteration 49Q: 3 clusters Score -1708258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -1708258.625000 Penalty: 969.198303
	Iteration 50Q: 3 clusters Score -1708259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -1708263.500000 Penalty: 969.198303
	Iteration 51Q: 3 clusters Score -1708264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -1708264.000000 Penalty: 969.198303
	Iteration 52Q: 3 clusters Score -1708264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -1708267.250000 Penalty: 969.198303
	Iteration 53Q: 3 clusters Score -1708267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -1708269.625000 Penalty: 969.198303
	Iteration 54Q: 3 clusters Score -1708270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -1708267.875000 Penalty: 969.198303
	Iteration 55Q: 3 clusters Score -1708268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -1708268.750000 Penalty: 969.198303
	Iteration 56Q: 3 clusters Score -1708269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -1708270.500000 Penalty: 969.198303
	Iteration 57Q: 3 clusters Score -1708270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -1708270.750000 Penalty: 969.198303
	Iteration 58Q: 3 clusters Score -1708271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -1708268.125000 Penalty: 969.198303
	Iteration 59Q: 3 clusters Score -1708268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -1708264.375000 Penalty: 969.198303
	Iteration 60F: 3 clusters Score -1708264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -1708267.500000 Penalty: 969.198303
	Iteration 61Q: 3 clusters Score -1708268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -1708266.750000 Penalty: 969.198303
	Iteration 62Q: 3 clusters Score -1708267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -1708265.250000 Penalty: 969.198303
	Iteration 63Q: 3 clusters Score -1708265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -1708269.625000 Penalty: 969.198303
	Iteration 64Q: 3 clusters Score -1708270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -1708271.125000 Penalty: 969.198303
	Iteration 65Q: 3 clusters Score -1708271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -1708270.875000 Penalty: 969.198303
	Iteration 66Q: 3 clusters Score -1708271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -1708272.000000 Penalty: 969.198303
	Iteration 67Q: 3 clusters Score -1708272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -1708275.125000 Penalty: 969.198303
	Iteration 68Q: 3 clusters Score -1708275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -1708272.250000 Penalty: 969.198303
	Iteration 69Q: 3 clusters Score -1708272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -1708273.375000 Penalty: 969.198303
	Iteration 70Q: 3 clusters Score -1708273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -1708270.500000 Penalty: 969.198303
	Iteration 71Q: 3 clusters Score -1708270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -1708271.625000 Penalty: 969.198303
	Iteration 72Q: 3 clusters Score -1708272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -1708268.375000 Penalty: 969.198303
	Iteration 73Q: 3 clusters Score -1708268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -1708266.375000 Penalty: 969.198303
	Iteration 74Q: 3 clusters Score -1708266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -1708268.125000 Penalty: 969.198303
	Iteration 75Q: 3 clusters Score -1708268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -1708268.125000 Penalty: 969.198303
	Iteration 76F: 3 clusters Score -1708268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -230284.703125 Penalty: 391.277710
	Iteration 0F: 2 clusters Score -230284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -226712.421875 Penalty: 782.555420
	Iteration 0F: 3 clusters Score -226712.4 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -228443.921875 Penalty: 782.555420
	Iteration 1F: 3 clusters Score -228443.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -228877.734375 Penalty: 782.555420
	Iteration 2F: 3 clusters Score -228877.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -229217.125000 Penalty: 782.555420
	Iteration 3F: 3 clusters Score -229217.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -229450.421875 Penalty: 782.555420
	Iteration 4F: 3 clusters Score -229450.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -229579.328125 Penalty: 782.555420
	Iteration 5Q: 3 clusters Score -229579.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -229641.312500 Penalty: 782.555420
	Iteration 6Q: 3 clusters Score -229641.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -229669.843750 Penalty: 782.555420
	Iteration 7Q: 3 clusters Score -229669.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -229688.921875 Penalty: 782.555420
	Iteration 8Q: 3 clusters Score -229688.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -229700.875000 Penalty: 782.555420
	Iteration 9Q: 3 clusters Score -229700.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -229712.062500 Penalty: 782.555420
	Iteration 10Q: 3 clusters Score -229712.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -229724.015625 Penalty: 782.555420
	Iteration 11Q: 3 clusters Score -229724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -229735.343750 Penalty: 782.555420
	Iteration 12Q: 3 clusters Score -229735.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -229743.062500 Penalty: 782.555420
	Iteration 13Q: 3 clusters Score -229743.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -229749.875000 Penalty: 782.555420
	Iteration 14Q: 3 clusters Score -229749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -229755.312500 Penalty: 782.555420
	Iteration 15Q: 3 clusters Score -229755.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -229760.578125 Penalty: 782.555420
	Iteration 16Q: 3 clusters Score -229760.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -229766.500000 Penalty: 782.555420
	Iteration 17Q: 3 clusters Score -229766.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -229773.718750 Penalty: 782.555420
	Iteration 18Q: 3 clusters Score -229773.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -229780.906250 Penalty: 782.555420
	Iteration 19Q: 3 clusters Score -229780.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -229788.015625 Penalty: 782.555420
	Iteration 20F: 3 clusters Score -229788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -229799.031250 Penalty: 782.555420
	Iteration 21Q: 3 clusters Score -229799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -229812.296875 Penalty: 782.555420
	Iteration 22Q: 3 clusters Score -229812.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -229826.390625 Penalty: 782.555420
	Iteration 23Q: 3 clusters Score -229826.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -229845.171875 Penalty: 782.555420
	Iteration 24Q: 3 clusters Score -229845.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -229870.734375 Penalty: 782.555420
	Iteration 25Q: 3 clusters Score -229870.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -229894.937500 Penalty: 782.555420
	Iteration 26Q: 3 clusters Score -229894.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -229916.984375 Penalty: 782.555420
	Iteration 27Q: 3 clusters Score -229917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -229936.703125 Penalty: 782.555420
	Iteration 28Q: 3 clusters Score -229936.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -229950.000000 Penalty: 782.555420
	Iteration 29Q: 3 clusters Score -229950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229960.890625 Penalty: 782.555420
	Iteration 30Q: 3 clusters Score -229960.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -229972.468750 Penalty: 782.555420
	Iteration 31Q: 3 clusters Score -229972.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -229982.500000 Penalty: 782.555420
	Iteration 32Q: 3 clusters Score -229982.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229991.296875 Penalty: 782.555420
	Iteration 33Q: 3 clusters Score -229991.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229998.843750 Penalty: 782.555420
	Iteration 34Q: 3 clusters Score -229998.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230005.562500 Penalty: 782.555420
	Iteration 35Q: 3 clusters Score -230005.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -230012.531250 Penalty: 782.555420
	Iteration 36Q: 3 clusters Score -230012.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -230022.359375 Penalty: 782.555420
	Iteration 37Q: 3 clusters Score -230022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -230032.265625 Penalty: 782.555420
	Iteration 38Q: 3 clusters Score -230032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -230044.890625 Penalty: 782.555420
	Iteration 39Q: 3 clusters Score -230044.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230059.500000 Penalty: 782.555420
	Iteration 40F: 3 clusters Score -230059.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -230071.625000 Penalty: 782.555420
	Iteration 41Q: 3 clusters Score -230071.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230083.312500 Penalty: 782.555420
	Iteration 42Q: 3 clusters Score -230083.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -230093.515625 Penalty: 782.555420
	Iteration 43Q: 3 clusters Score -230093.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -230103.625000 Penalty: 782.555420
	Iteration 44Q: 3 clusters Score -230103.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -230113.875000 Penalty: 782.555420
	Iteration 45Q: 3 clusters Score -230113.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -230120.265625 Penalty: 782.555420
	Iteration 46Q: 3 clusters Score -230120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230127.218750 Penalty: 782.555420
	Iteration 47Q: 3 clusters Score -230127.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -230135.578125 Penalty: 782.555420
	Iteration 48Q: 3 clusters Score -230135.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230139.984375 Penalty: 782.555420
	Iteration 49Q: 3 clusters Score -230140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -230142.015625 Penalty: 782.555420
	Iteration 50Q: 3 clusters Score -230142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -230144.531250 Penalty: 782.555420
	Iteration 51Q: 3 clusters Score -230144.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230147.375000 Penalty: 782.555420
	Iteration 52Q: 3 clusters Score -230147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -230149.671875 Penalty: 782.555420
	Iteration 53Q: 3 clusters Score -230149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -230151.046875 Penalty: 782.555420
	Iteration 54Q: 3 clusters Score -230151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -230152.484375 Penalty: 782.555420
	Iteration 55Q: 3 clusters Score -230152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -230153.500000 Penalty: 782.555420
	Iteration 56Q: 3 clusters Score -230153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -230153.593750 Penalty: 782.555420
	Iteration 57Q: 3 clusters Score -230153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -230154.953125 Penalty: 782.555420
	Iteration 58Q: 3 clusters Score -230155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -230155.640625 Penalty: 782.555420
	Iteration 59Q: 3 clusters Score -230155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -230156.031250 Penalty: 782.555420
	Iteration 60F: 3 clusters Score -230156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -230156.234375 Penalty: 782.555420
	Iteration 61Q: 3 clusters Score -230156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -230156.703125 Penalty: 782.555420
	Iteration 62Q: 3 clusters Score -230156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -230157.281250 Penalty: 782.555420
	Iteration 63Q: 3 clusters Score -230157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -230157.281250 Penalty: 782.555420
	Iteration 64F: 3 clusters Score -230157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -89584.593750 Penalty: 348.620911
	Iteration 0F: 2 clusters Score -89584.59 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 1058 members 
Entering Unmasked Estep 
Score: -88090.929688 Penalty: 697.241821
	Iteration 0F: 3 clusters Score -88090.93 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -88690.656250 Penalty: 697.241821
	Iteration 1F: 3 clusters Score -88690.66 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -88852.492188 Penalty: 697.241821
	Iteration 2F: 3 clusters Score -88852.49 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -89049.671875 Penalty: 697.241821
	Iteration 3F: 3 clusters Score -89049.67 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89254.265625 Penalty: 697.241821
	Iteration 4F: 3 clusters Score -89254.27 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -89386.054688 Penalty: 697.241821
	Iteration 5F: 3 clusters Score -89386.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89447.593750 Penalty: 697.241821
	Iteration 6Q: 3 clusters Score -89447.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89478.539062 Penalty: 697.241821
	Iteration 7Q: 3 clusters Score -89478.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89492.968750 Penalty: 697.241821
	Iteration 8Q: 3 clusters Score -89492.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89499.242188 Penalty: 697.241821
	Iteration 9Q: 3 clusters Score -89499.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89500.945312 Penalty: 697.241821
	Iteration 10Q: 3 clusters Score -89500.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89503.125000 Penalty: 697.241821
	Iteration 11Q: 3 clusters Score -89503.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89503.929688 Penalty: 697.241821
	Iteration 12Q: 3 clusters Score -89503.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89504.335938 Penalty: 697.241821
	Iteration 13Q: 3 clusters Score -89504.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89504.835938 Penalty: 697.241821
	Iteration 14Q: 3 clusters Score -89504.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89505.945312 Penalty: 697.241821
	Iteration 15Q: 3 clusters Score -89505.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89506.570312 Penalty: 697.241821
	Iteration 16Q: 3 clusters Score -89506.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89506.632812 Penalty: 697.241821
	Iteration 17Q: 3 clusters Score -89506.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89506.984375 Penalty: 697.241821
	Iteration 18Q: 3 clusters Score -89506.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -89507.906250 Penalty: 697.241821
	Iteration 19Q: 3 clusters Score -89507.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -89507.914062 Penalty: 697.241821
	Iteration 20F: 3 clusters Score -89507.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89508.187500 Penalty: 697.241821
	Iteration 21Q: 3 clusters Score -89508.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89508.187500 Penalty: 697.241821
	Iteration 22F: 3 clusters Score -89508.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Entering Unmasked Estep 
Score: -2268319.250000 Penalty: 494.101074
	Iteration 0F: 2 clusters Score -2268319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2233295.750000 Penalty: 988.202148
	Iteration 0F: 3 clusters Score -2233296 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -2249787.250000 Penalty: 988.202148
	Iteration 1F: 3 clusters Score -2249787 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2251811.000000 Penalty: 988.202148
	Iteration 2F: 3 clusters Score -2251811 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -2254946.000000 Penalty: 988.202148
	Iteration 3F: 3 clusters Score -2254946 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -2258743.750000 Penalty: 988.202148
	Iteration 4F: 3 clusters Score -2258744 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -2262141.750000 Penalty: 988.202148
	Iteration 5F: 3 clusters Score -2262142 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -2264661.000000 Penalty: 988.202148
	Iteration 6Q: 3 clusters Score -2264661 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -2266236.250000 Penalty: 988.202148
	Iteration 7Q: 3 clusters Score -2266236 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -2267090.750000 Penalty: 988.202148
	Iteration 8Q: 3 clusters Score -2267091 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -2267490.750000 Penalty: 988.202148
	Iteration 9Q: 3 clusters Score -2267491 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -2267673.500000 Penalty: 988.202148
	Iteration 10Q: 3 clusters Score -2267674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -2267761.750000 Penalty: 988.202148
	Iteration 11Q: 3 clusters Score -2267762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -2267804.250000 Penalty: 988.202148
	Iteration 12Q: 3 clusters Score -2267804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -2267833.500000 Penalty: 988.202148
	Iteration 13Q: 3 clusters Score -2267834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -2267863.000000 Penalty: 988.202148
	Iteration 14Q: 3 clusters Score -2267863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -2267889.000000 Penalty: 988.202148
	Iteration 15Q: 3 clusters Score -2267889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -2267913.000000 Penalty: 988.202148
	Iteration 16Q: 3 clusters Score -2267913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -2267921.750000 Penalty: 988.202148
	Iteration 17Q: 3 clusters Score -2267922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -2267923.750000 Penalty: 988.202148
	Iteration 18Q: 3 clusters Score -2267924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -2267926.500000 Penalty: 988.202148
	Iteration 19Q: 3 clusters Score -2267926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -2267929.250000 Penalty: 988.202148
	Iteration 20F: 3 clusters Score -2267929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -2267931.500000 Penalty: 988.202148
	Iteration 21Q: 3 clusters Score -2267932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -2267934.500000 Penalty: 988.202148
	Iteration 22Q: 3 clusters Score -2267934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -2267934.750000 Penalty: 988.202148
	Iteration 23Q: 3 clusters Score -2267935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -2267935.500000 Penalty: 988.202148
	Iteration 24Q: 3 clusters Score -2267936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -2267935.500000 Penalty: 988.202148
	Iteration 25Q: 3 clusters Score -2267936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -2267935.500000 Penalty: 988.202148
	Iteration 26F: 3 clusters Score -2267936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (212006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212006 members 
Entering Unmasked Estep 
Score: -9472812.000000 Penalty: 558.028809
	Iteration 0F: 2 clusters Score -9472812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -9329021.000000 Penalty: 1116.057617
	Iteration 0F: 3 clusters Score -9329021 nChanged 104402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -9400383.000000 Penalty: 1116.057617
	Iteration 1F: 3 clusters Score -9400383 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 147698 members 
Entering Unmasked Estep 
Score: -9410760.000000 Penalty: 1116.057617
	Iteration 2F: 3 clusters Score -9410760 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -9427006.000000 Penalty: 1116.057617
	Iteration 3F: 3 clusters Score -9427006 nChanged 18558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 183952 members 
Entering Unmasked Estep 
Score: -9445477.000000 Penalty: 1116.057617
	Iteration 4F: 3 clusters Score -9445477 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 197948 members 
Entering Unmasked Estep 
Score: -9459654.000000 Penalty: 1116.057617
	Iteration 5F: 3 clusters Score -9459654 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -9467295.000000 Penalty: 1116.057617
	Iteration 6Q: 3 clusters Score -9467295 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 209192 members 
Entering Unmasked Estep 
Score: -9470315.000000 Penalty: 1116.057617
	Iteration 7Q: 3 clusters Score -9470315 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 210628 members 
Entering Unmasked Estep 
Score: -9471486.000000 Penalty: 1116.057617
	Iteration 8Q: 3 clusters Score -9471486 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 211212 members 
Entering Unmasked Estep 
Score: -9471918.000000 Penalty: 1116.057617
	Iteration 9Q: 3 clusters Score -9471918 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 211479 members 
Entering Unmasked Estep 
Score: -9472118.000000 Penalty: 1116.057617
	Iteration 10Q: 3 clusters Score -9472118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 211614 members 
Entering Unmasked Estep 
Score: -9472227.000000 Penalty: 1116.057617
	Iteration 11Q: 3 clusters Score -9472227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 211689 members 
Entering Unmasked Estep 
Score: -9472288.000000 Penalty: 1116.057617
	Iteration 12Q: 3 clusters Score -9472288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 211725 members 
Entering Unmasked Estep 
Score: -9472313.000000 Penalty: 1116.057617
	Iteration 13Q: 3 clusters Score -9472313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 211743 members 
Entering Unmasked Estep 
Score: -9472331.000000 Penalty: 1116.057617
	Iteration 14Q: 3 clusters Score -9472331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211757 members 
Entering Unmasked Estep 
Score: -9472339.000000 Penalty: 1116.057617
	Iteration 15Q: 3 clusters Score -9472339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211764 members 
Entering Unmasked Estep 
Score: -9472345.000000 Penalty: 1116.057617
	Iteration 16Q: 3 clusters Score -9472345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211769 members 
Entering Unmasked Estep 
Score: -9472350.000000 Penalty: 1116.057617
	Iteration 17Q: 3 clusters Score -9472350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211775 members 
Entering Unmasked Estep 
Score: -9472350.000000 Penalty: 1116.057617
	Iteration 18Q: 3 clusters Score -9472350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 211781 members 
Entering Unmasked Estep 
Score: -9472362.000000 Penalty: 1116.057617
	Iteration 19Q: 3 clusters Score -9472362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211783 members 
Entering Unmasked Estep 
Score: -9472357.000000 Penalty: 1116.057617
	Iteration 20F: 3 clusters Score -9472357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211787 members 
Entering Unmasked Estep 
Score: -9472362.000000 Penalty: 1116.057617
	Iteration 21Q: 3 clusters Score -9472362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211787 members 
Entering Unmasked Estep 
Score: -9472362.000000 Penalty: 1116.057617
	Iteration 22Q: 3 clusters Score -9472362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211789 members 
Entering Unmasked Estep 
Score: -9472364.000000 Penalty: 1116.057617
	Iteration 23Q: 3 clusters Score -9472364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211791 members 
Entering Unmasked Estep 
Score: -9472370.000000 Penalty: 1116.057617
	Iteration 24Q: 3 clusters Score -9472370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211791 members 
Entering Unmasked Estep 
Score: -9472370.000000 Penalty: 1116.057617
	Iteration 25F: 3 clusters Score -9472370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Entering Unmasked Estep 
Score: -620960.062500 Penalty: 435.715424
	Iteration 0F: 2 clusters Score -620960.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -611334.875000 Penalty: 871.430847
	Iteration 0F: 3 clusters Score -611334.9 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -615464.250000 Penalty: 871.430847
	Iteration 1F: 3 clusters Score -615464.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -615991.312500 Penalty: 871.430847
	Iteration 2F: 3 clusters Score -615991.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -616779.062500 Penalty: 871.430847
	Iteration 3F: 3 clusters Score -616779.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -617869.000000 Penalty: 871.430847
	Iteration 4F: 3 clusters Score -617869 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -618973.562500 Penalty: 871.430847
	Iteration 5F: 3 clusters Score -618973.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -619812.437500 Penalty: 871.430847
	Iteration 6F: 3 clusters Score -619812.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -620274.750000 Penalty: 871.430847
	Iteration 7Q: 3 clusters Score -620274.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -620447.625000 Penalty: 871.430847
	Iteration 8Q: 3 clusters Score -620447.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -620505.187500 Penalty: 871.430847
	Iteration 9Q: 3 clusters Score -620505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -620544.875000 Penalty: 871.430847
	Iteration 10Q: 3 clusters Score -620544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -620572.250000 Penalty: 871.430847
	Iteration 11Q: 3 clusters Score -620572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -620579.375000 Penalty: 871.430847
	Iteration 12Q: 3 clusters Score -620579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -620585.375000 Penalty: 871.430847
	Iteration 13Q: 3 clusters Score -620585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -620590.062500 Penalty: 871.430847
	Iteration 14Q: 3 clusters Score -620590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -620597.562500 Penalty: 871.430847
	Iteration 15Q: 3 clusters Score -620597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -620604.250000 Penalty: 871.430847
	Iteration 16Q: 3 clusters Score -620604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -620605.187500 Penalty: 871.430847
	Iteration 17Q: 3 clusters Score -620605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -620605.187500 Penalty: 871.430847
	Iteration 18F: 3 clusters Score -620605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (249926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249926 members 
Entering Unmasked Estep 
Score: -11183642.000000 Penalty: 565.515869
	Iteration 0F: 2 clusters Score -1.118364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -11014079.000000 Penalty: 1131.031738
	Iteration 0F: 3 clusters Score -1.101408e+07 nChanged 122910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -11094190.000000 Penalty: 1131.031738
	Iteration 1F: 3 clusters Score -1.109419e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -11098949.000000 Penalty: 1131.031738
	Iteration 2Q: 3 clusters Score -1.109895e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -11106581.000000 Penalty: 1131.031738
	Iteration 3F: 3 clusters Score -1.110658e+07 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -11118729.000000 Penalty: 1131.031738
	Iteration 4F: 3 clusters Score -1.111873e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -11133352.000000 Penalty: 1131.031738
	Iteration 5F: 3 clusters Score -1.113335e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 186069 members 
Entering Unmasked Estep 
Score: -11146371.000000 Penalty: 1131.031738
	Iteration 6F: 3 clusters Score -1.114637e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -11155297.000000 Penalty: 1131.031738
	Iteration 7Q: 3 clusters Score -1.11553e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 198705 members 
Entering Unmasked Estep 
Score: -11161315.000000 Penalty: 1131.031738
	Iteration 8Q: 3 clusters Score -1.116132e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 202699 members 
Entering Unmasked Estep 
Score: -11165604.000000 Penalty: 1131.031738
	Iteration 9Q: 3 clusters Score -1.11656e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 205815 members 
Entering Unmasked Estep 
Score: -11168851.000000 Penalty: 1131.031738
	Iteration 10Q: 3 clusters Score -1.116885e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 208333 members 
Entering Unmasked Estep 
Score: -11171377.000000 Penalty: 1131.031738
	Iteration 11Q: 3 clusters Score -1.117138e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -11173247.000000 Penalty: 1131.031738
	Iteration 12Q: 3 clusters Score -1.117325e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 212069 members 
Entering Unmasked Estep 
Score: -11174730.000000 Penalty: 1131.031738
	Iteration 13Q: 3 clusters Score -1.117473e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 213464 members 
Entering Unmasked Estep 
Score: -11175917.000000 Penalty: 1131.031738
	Iteration 14Q: 3 clusters Score -1.117592e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 214719 members 
Entering Unmasked Estep 
Score: -11176792.000000 Penalty: 1131.031738
	Iteration 15Q: 3 clusters Score -1.117679e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 215786 members 
Entering Unmasked Estep 
Score: -11177483.000000 Penalty: 1131.031738
	Iteration 16Q: 3 clusters Score -1.117748e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 216772 members 
Entering Unmasked Estep 
Score: -11177962.000000 Penalty: 1131.031738
	Iteration 17Q: 3 clusters Score -1.117796e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 217732 members 
Entering Unmasked Estep 
Score: -11178387.000000 Penalty: 1131.031738
	Iteration 18Q: 3 clusters Score -1.117839e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 218623 members 
Entering Unmasked Estep 
Score: -11178777.000000 Penalty: 1131.031738
	Iteration 19Q: 3 clusters Score -1.117878e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 219527 members 
Entering Unmasked Estep 
Score: -11179024.000000 Penalty: 1131.031738
	Iteration 20F: 3 clusters Score -1.117902e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 220444 members 
Entering Unmasked Estep 
Score: -11179302.000000 Penalty: 1131.031738
	Iteration 21Q: 3 clusters Score -1.11793e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 221370 members 
Entering Unmasked Estep 
Score: -11179581.000000 Penalty: 1131.031738
	Iteration 22Q: 3 clusters Score -1.117958e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 222227 members 
Entering Unmasked Estep 
Score: -11179809.000000 Penalty: 1131.031738
	Iteration 23Q: 3 clusters Score -1.117981e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 222999 members 
Entering Unmasked Estep 
Score: -11179999.000000 Penalty: 1131.031738
	Iteration 24Q: 3 clusters Score -1.118e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 223793 members 
Entering Unmasked Estep 
Score: -11180211.000000 Penalty: 1131.031738
	Iteration 25Q: 3 clusters Score -1.118021e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 224598 members 
Entering Unmasked Estep 
Score: -11180359.000000 Penalty: 1131.031738
	Iteration 26Q: 3 clusters Score -1.118036e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 225385 members 
Entering Unmasked Estep 
Score: -11180455.000000 Penalty: 1131.031738
	Iteration 27Q: 3 clusters Score -1.118046e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 226146 members 
Entering Unmasked Estep 
Score: -11180586.000000 Penalty: 1131.031738
	Iteration 28Q: 3 clusters Score -1.118059e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 226878 members 
Entering Unmasked Estep 
Score: -11180748.000000 Penalty: 1131.031738
	Iteration 29Q: 3 clusters Score -1.118075e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 227636 members 
Entering Unmasked Estep 
Score: -11180865.000000 Penalty: 1131.031738
	Iteration 30Q: 3 clusters Score -1.118086e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 228378 members 
Entering Unmasked Estep 
Score: -11180929.000000 Penalty: 1131.031738
	Iteration 31Q: 3 clusters Score -1.118093e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 229103 members 
Entering Unmasked Estep 
Score: -11180945.000000 Penalty: 1131.031738
	Iteration 32Q: 3 clusters Score -1.118094e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 229816 members 
Entering Unmasked Estep 
Score: -11181032.000000 Penalty: 1131.031738
	Iteration 33Q: 3 clusters Score -1.118103e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 230504 members 
Entering Unmasked Estep 
Score: -11181125.000000 Penalty: 1131.031738
	Iteration 34Q: 3 clusters Score -1.118112e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 231229 members 
Entering Unmasked Estep 
Score: -11181207.000000 Penalty: 1131.031738
	Iteration 35Q: 3 clusters Score -1.118121e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 231985 members 
Entering Unmasked Estep 
Score: -11181309.000000 Penalty: 1131.031738
	Iteration 36Q: 3 clusters Score -1.118131e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 232679 members 
Entering Unmasked Estep 
Score: -11181387.000000 Penalty: 1131.031738
	Iteration 37Q: 3 clusters Score -1.118139e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 233330 members 
Entering Unmasked Estep 
Score: -11181480.000000 Penalty: 1131.031738
	Iteration 38Q: 3 clusters Score -1.118148e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 234016 members 
Entering Unmasked Estep 
Score: -11181605.000000 Penalty: 1131.031738
	Iteration 39Q: 3 clusters Score -1.11816e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 234699 members 
Entering Unmasked Estep 
Score: -11181685.000000 Penalty: 1131.031738
	Iteration 40F: 3 clusters Score -1.118168e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 235377 members 
Entering Unmasked Estep 
Score: -11181742.000000 Penalty: 1131.031738
	Iteration 41Q: 3 clusters Score -1.118174e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 235994 members 
Entering Unmasked Estep 
Score: -11181768.000000 Penalty: 1131.031738
	Iteration 42Q: 3 clusters Score -1.118177e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 236582 members 
Entering Unmasked Estep 
Score: -11181852.000000 Penalty: 1131.031738
	Iteration 43Q: 3 clusters Score -1.118185e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 237165 members 
Entering Unmasked Estep 
Score: -11181912.000000 Penalty: 1131.031738
	Iteration 44Q: 3 clusters Score -1.118191e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 237763 members 
Entering Unmasked Estep 
Score: -11181974.000000 Penalty: 1131.031738
	Iteration 45Q: 3 clusters Score -1.118197e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 238326 members 
Entering Unmasked Estep 
Score: -11182051.000000 Penalty: 1131.031738
	Iteration 46Q: 3 clusters Score -1.118205e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 238845 members 
Entering Unmasked Estep 
Score: -11182076.000000 Penalty: 1131.031738
	Iteration 47Q: 3 clusters Score -1.118208e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 239431 members 
Entering Unmasked Estep 
Score: -11182173.000000 Penalty: 1131.031738
	Iteration 48Q: 3 clusters Score -1.118217e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 240007 members 
Entering Unmasked Estep 
Score: -11182234.000000 Penalty: 1131.031738
	Iteration 49Q: 3 clusters Score -1.118223e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 240561 members 
Entering Unmasked Estep 
Score: -11182314.000000 Penalty: 1131.031738
	Iteration 50Q: 3 clusters Score -1.118231e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 241104 members 
Entering Unmasked Estep 
Score: -11182336.000000 Penalty: 1131.031738
	Iteration 51Q: 3 clusters Score -1.118234e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 241615 members 
Entering Unmasked Estep 
Score: -11182412.000000 Penalty: 1131.031738
	Iteration 52Q: 3 clusters Score -1.118241e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 242084 members 
Entering Unmasked Estep 
Score: -11182446.000000 Penalty: 1131.031738
	Iteration 53Q: 3 clusters Score -1.118245e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 242519 members 
Entering Unmasked Estep 
Score: -11182528.000000 Penalty: 1131.031738
	Iteration 54Q: 3 clusters Score -1.118253e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 242903 members 
Entering Unmasked Estep 
Score: -11182573.000000 Penalty: 1131.031738
	Iteration 55Q: 3 clusters Score -1.118257e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 243254 members 
Entering Unmasked Estep 
Score: -11182567.000000 Penalty: 1131.031738
	Iteration 56Q: 3 clusters Score -1.118257e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 243586 members 
Entering Unmasked Estep 
Score: -11182647.000000 Penalty: 1131.031738
	Iteration 57Q: 3 clusters Score -1.118265e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 243909 members 
Entering Unmasked Estep 
Score: -11182681.000000 Penalty: 1131.031738
	Iteration 58Q: 3 clusters Score -1.118268e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 244183 members 
Entering Unmasked Estep 
Score: -11182764.000000 Penalty: 1131.031738
	Iteration 59Q: 3 clusters Score -1.118276e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 244482 members 
Entering Unmasked Estep 
Score: -11182778.000000 Penalty: 1131.031738
	Iteration 60F: 3 clusters Score -1.118278e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 244750 members 
Entering Unmasked Estep 
Score: -11182816.000000 Penalty: 1131.031738
	Iteration 61Q: 3 clusters Score -1.118282e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 244976 members 
Entering Unmasked Estep 
Score: -11182859.000000 Penalty: 1131.031738
	Iteration 62Q: 3 clusters Score -1.118286e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 245177 members 
Entering Unmasked Estep 
Score: -11182931.000000 Penalty: 1131.031738
	Iteration 63Q: 3 clusters Score -1.118293e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 245355 members 
Entering Unmasked Estep 
Score: -11182951.000000 Penalty: 1131.031738
	Iteration 64Q: 3 clusters Score -1.118295e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 245520 members 
Entering Unmasked Estep 
Score: -11182944.000000 Penalty: 1131.031738
	Iteration 65Q: 3 clusters Score -1.118294e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 245695 members 
Entering Unmasked Estep 
Score: -11182962.000000 Penalty: 1131.031738
	Iteration 66Q: 3 clusters Score -1.118296e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 245864 members 
Entering Unmasked Estep 
Score: -11182986.000000 Penalty: 1131.031738
	Iteration 67Q: 3 clusters Score -1.118299e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 246033 members 
Entering Unmasked Estep 
Score: -11182998.000000 Penalty: 1131.031738
	Iteration 68Q: 3 clusters Score -1.1183e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 246208 members 
Entering Unmasked Estep 
Score: -11183031.000000 Penalty: 1131.031738
	Iteration 69Q: 3 clusters Score -1.118303e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 246348 members 
Entering Unmasked Estep 
Score: -11183051.000000 Penalty: 1131.031738
	Iteration 70Q: 3 clusters Score -1.118305e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 246467 members 
Entering Unmasked Estep 
Score: -11183076.000000 Penalty: 1131.031738
	Iteration 71Q: 3 clusters Score -1.118308e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 246574 members 
Entering Unmasked Estep 
Score: -11183092.000000 Penalty: 1131.031738
	Iteration 72Q: 3 clusters Score -1.118309e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 246675 members 
Entering Unmasked Estep 
Score: -11183101.000000 Penalty: 1131.031738
	Iteration 73Q: 3 clusters Score -1.11831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 246773 members 
Entering Unmasked Estep 
Score: -11183123.000000 Penalty: 1131.031738
	Iteration 74Q: 3 clusters Score -1.118312e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 246870 members 
Entering Unmasked Estep 
Score: -11183156.000000 Penalty: 1131.031738
	Iteration 75Q: 3 clusters Score -1.118316e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 246967 members 
Entering Unmasked Estep 
Score: -11183155.000000 Penalty: 1131.031738
	Iteration 76Q: 3 clusters Score -1.118316e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 247078 members 
Entering Unmasked Estep 
Score: -11183164.000000 Penalty: 1131.031738
	Iteration 77Q: 3 clusters Score -1.118316e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 247190 members 
Entering Unmasked Estep 
Score: -11183169.000000 Penalty: 1131.031738
	Iteration 78Q: 3 clusters Score -1.118317e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 247293 members 
Entering Unmasked Estep 
Score: -11183178.000000 Penalty: 1131.031738
	Iteration 79Q: 3 clusters Score -1.118318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 247374 members 
Entering Unmasked Estep 
Score: -11183177.000000 Penalty: 1131.031738
	Iteration 80F: 3 clusters Score -1.118318e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 247459 members 
Entering Unmasked Estep 
Score: -11183178.000000 Penalty: 1131.031738
	Iteration 81Q: 3 clusters Score -1.118318e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 247529 members 
Entering Unmasked Estep 
Score: -11183191.000000 Penalty: 1131.031738
	Iteration 82Q: 3 clusters Score -1.118319e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 247594 members 
Entering Unmasked Estep 
Score: -11183195.000000 Penalty: 1131.031738
	Iteration 83Q: 3 clusters Score -1.11832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 247655 members 
Entering Unmasked Estep 
Score: -11183216.000000 Penalty: 1131.031738
	Iteration 84Q: 3 clusters Score -1.118322e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 247718 members 
Entering Unmasked Estep 
Score: -11183234.000000 Penalty: 1131.031738
	Iteration 85Q: 3 clusters Score -1.118323e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 247779 members 
Entering Unmasked Estep 
Score: -11183222.000000 Penalty: 1131.031738
	Iteration 86Q: 3 clusters Score -1.118322e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 247841 members 
Entering Unmasked Estep 
Score: -11183239.000000 Penalty: 1131.031738
	Iteration 87Q: 3 clusters Score -1.118324e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 247896 members 
Entering Unmasked Estep 
Score: -11183267.000000 Penalty: 1131.031738
	Iteration 88Q: 3 clusters Score -1.118327e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 247944 members 
Entering Unmasked Estep 
Score: -11183282.000000 Penalty: 1131.031738
	Iteration 89Q: 3 clusters Score -1.118328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 247987 members 
Entering Unmasked Estep 
Score: -11183283.000000 Penalty: 1131.031738
	Iteration 90Q: 3 clusters Score -1.118328e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 248021 members 
Entering Unmasked Estep 
Score: -11183277.000000 Penalty: 1131.031738
	Iteration 91Q: 3 clusters Score -1.118328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 248045 members 
Entering Unmasked Estep 
Score: -11183283.000000 Penalty: 1131.031738
	Iteration 92Q: 3 clusters Score -1.118328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 248071 members 
Entering Unmasked Estep 
Score: -11183293.000000 Penalty: 1131.031738
	Iteration 93Q: 3 clusters Score -1.118329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 248098 members 
Entering Unmasked Estep 
Score: -11183294.000000 Penalty: 1131.031738
	Iteration 94Q: 3 clusters Score -1.118329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 248126 members 
Entering Unmasked Estep 
Score: -11183299.000000 Penalty: 1131.031738
	Iteration 95Q: 3 clusters Score -1.11833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 248147 members 
Entering Unmasked Estep 
Score: -11183295.000000 Penalty: 1131.031738
	Iteration 96Q: 3 clusters Score -1.11833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 248167 members 
Entering Unmasked Estep 
Score: -11183290.000000 Penalty: 1131.031738
	Iteration 97Q: 3 clusters Score -1.118329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 248187 members 
Entering Unmasked Estep 
Score: -11183288.000000 Penalty: 1131.031738
	Iteration 98Q: 3 clusters Score -1.118329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 248210 members 
Entering Unmasked Estep 
Score: -11183301.000000 Penalty: 1131.031738
	Iteration 99Q: 3 clusters Score -1.11833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 248228 members 
Entering Unmasked Estep 
Score: -11183299.000000 Penalty: 1131.031738
	Iteration 100F: 3 clusters Score -1.11833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 248241 members 
Entering Unmasked Estep 
Score: -11183298.000000 Penalty: 1131.031738
	Iteration 101Q: 3 clusters Score -1.11833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 248258 members 
Entering Unmasked Estep 
Score: -11183294.000000 Penalty: 1131.031738
	Iteration 102Q: 3 clusters Score -1.118329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 248271 members 
Entering Unmasked Estep 
Score: -11183304.000000 Penalty: 1131.031738
	Iteration 103Q: 3 clusters Score -1.11833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 248286 members 
Entering Unmasked Estep 
Score: -11183311.000000 Penalty: 1131.031738
	Iteration 104Q: 3 clusters Score -1.118331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 248293 members 
Entering Unmasked Estep 
Score: -11183314.000000 Penalty: 1131.031738
	Iteration 105Q: 3 clusters Score -1.118331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 248298 members 
Entering Unmasked Estep 
Score: -11183321.000000 Penalty: 1131.031738
	Iteration 106Q: 3 clusters Score -1.118332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 248308 members 
Entering Unmasked Estep 
Score: -11183317.000000 Penalty: 1131.031738
	Iteration 107Q: 3 clusters Score -1.118332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 248315 members 
Entering Unmasked Estep 
Score: -11183317.000000 Penalty: 1131.031738
	Iteration 108Q: 3 clusters Score -1.118332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 248319 members 
Entering Unmasked Estep 
Score: -11183316.000000 Penalty: 1131.031738
	Iteration 109Q: 3 clusters Score -1.118332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 248321 members 
Entering Unmasked Estep 
Score: -11183315.000000 Penalty: 1131.031738
	Iteration 110Q: 3 clusters Score -1.118332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 248320 members 
Entering Unmasked Estep 
Score: -11183305.000000 Penalty: 1131.031738
	Iteration 111Q: 3 clusters Score -1.11833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 248320 members 
Entering Unmasked Estep 
Score: -11183309.000000 Penalty: 1131.031738
	Iteration 112Q: 3 clusters Score -1.118331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 248317 members 
Entering Unmasked Estep 
Score: -11183307.000000 Penalty: 1131.031738
	Iteration 113Q: 3 clusters Score -1.118331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 248318 members 
Entering Unmasked Estep 
Score: -11183311.000000 Penalty: 1131.031738
	Iteration 114Q: 3 clusters Score -1.118331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 248328 members 
Entering Unmasked Estep 
Score: -11183318.000000 Penalty: 1131.031738
	Iteration 115Q: 3 clusters Score -1.118332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 248339 members 
Entering Unmasked Estep 
Score: -11183324.000000 Penalty: 1131.031738
	Iteration 116Q: 3 clusters Score -1.118332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 248350 members 
Entering Unmasked Estep 
Score: -11183327.000000 Penalty: 1131.031738
	Iteration 117Q: 3 clusters Score -1.118333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 248358 members 
Entering Unmasked Estep 
Score: -11183325.000000 Penalty: 1131.031738
	Iteration 118Q: 3 clusters Score -1.118332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 248365 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 119Q: 3 clusters Score -1.118334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 248379 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 120F: 3 clusters Score -1.118333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 248390 members 
Entering Unmasked Estep 
Score: -11183333.000000 Penalty: 1131.031738
	Iteration 121Q: 3 clusters Score -1.118333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 248398 members 
Entering Unmasked Estep 
Score: -11183323.000000 Penalty: 1131.031738
	Iteration 122Q: 3 clusters Score -1.118332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 248404 members 
Entering Unmasked Estep 
Score: -11183321.000000 Penalty: 1131.031738
	Iteration 123Q: 3 clusters Score -1.118332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 248411 members 
Entering Unmasked Estep 
Score: -11183331.000000 Penalty: 1131.031738
	Iteration 124Q: 3 clusters Score -1.118333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 248413 members 
Entering Unmasked Estep 
Score: -11183330.000000 Penalty: 1131.031738
	Iteration 125Q: 3 clusters Score -1.118333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 248418 members 
Entering Unmasked Estep 
Score: -11183327.000000 Penalty: 1131.031738
	Iteration 126Q: 3 clusters Score -1.118333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 248423 members 
Entering Unmasked Estep 
Score: -11183324.000000 Penalty: 1131.031738
	Iteration 127Q: 3 clusters Score -1.118332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 248424 members 
Entering Unmasked Estep 
Score: -11183327.000000 Penalty: 1131.031738
	Iteration 128Q: 3 clusters Score -1.118333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 248425 members 
Entering Unmasked Estep 
Score: -11183333.000000 Penalty: 1131.031738
	Iteration 129Q: 3 clusters Score -1.118333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 248428 members 
Entering Unmasked Estep 
Score: -11183332.000000 Penalty: 1131.031738
	Iteration 130Q: 3 clusters Score -1.118333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 248430 members 
Entering Unmasked Estep 
Score: -11183330.000000 Penalty: 1131.031738
	Iteration 131Q: 3 clusters Score -1.118333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 248432 members 
Entering Unmasked Estep 
Score: -11183329.000000 Penalty: 1131.031738
	Iteration 132Q: 3 clusters Score -1.118333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 248434 members 
Entering Unmasked Estep 
Score: -11183327.000000 Penalty: 1131.031738
	Iteration 133Q: 3 clusters Score -1.118333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 248436 members 
Entering Unmasked Estep 
Score: -11183329.000000 Penalty: 1131.031738
	Iteration 134Q: 3 clusters Score -1.118333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 248439 members 
Entering Unmasked Estep 
Score: -11183332.000000 Penalty: 1131.031738
	Iteration 135Q: 3 clusters Score -1.118333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 248440 members 
Entering Unmasked Estep 
Score: -11183338.000000 Penalty: 1131.031738
	Iteration 136Q: 3 clusters Score -1.118334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 248443 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 137Q: 3 clusters Score -1.118333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 248444 members 
Entering Unmasked Estep 
Score: -11183333.000000 Penalty: 1131.031738
	Iteration 138Q: 3 clusters Score -1.118333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 248450 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 139Q: 3 clusters Score -1.118334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 248458 members 
Entering Unmasked Estep 
Score: -11183344.000000 Penalty: 1131.031738
	Iteration 140F: 3 clusters Score -1.118334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 248459 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 141Q: 3 clusters Score -1.118334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 248464 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 142Q: 3 clusters Score -1.118334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 248469 members 
Entering Unmasked Estep 
Score: -11183337.000000 Penalty: 1131.031738
	Iteration 143Q: 3 clusters Score -1.118334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 248472 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 144Q: 3 clusters Score -1.118333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 248473 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 145Q: 3 clusters Score -1.118334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 248472 members 
Entering Unmasked Estep 
Score: -11183341.000000 Penalty: 1131.031738
	Iteration 146Q: 3 clusters Score -1.118334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 248474 members 
Entering Unmasked Estep 
Score: -11183342.000000 Penalty: 1131.031738
	Iteration 147Q: 3 clusters Score -1.118334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 248472 members 
Entering Unmasked Estep 
Score: -11183341.000000 Penalty: 1131.031738
	Iteration 148Q: 3 clusters Score -1.118334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 248473 members 
Entering Unmasked Estep 
Score: -11183345.000000 Penalty: 1131.031738
	Iteration 149Q: 3 clusters Score -1.118334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 248477 members 
Entering Unmasked Estep 
Score: -11183348.000000 Penalty: 1131.031738
	Iteration 150Q: 3 clusters Score -1.118335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 248483 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 151Q: 3 clusters Score -1.118334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 248484 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 152Q: 3 clusters Score -1.118334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 248483 members 
Entering Unmasked Estep 
Score: -11183333.000000 Penalty: 1131.031738
	Iteration 153Q: 3 clusters Score -1.118333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -11183339.000000 Penalty: 1131.031738
	Iteration 154Q: 3 clusters Score -1.118334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -11183340.000000 Penalty: 1131.031738
	Iteration 155Q: 3 clusters Score -1.118334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 156Q: 3 clusters Score -1.118333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 248487 members 
Entering Unmasked Estep 
Score: -11183340.000000 Penalty: 1131.031738
	Iteration 157Q: 3 clusters Score -1.118334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 158Q: 3 clusters Score -1.118334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 159Q: 3 clusters Score -1.118333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183336.000000 Penalty: 1131.031738
	Iteration 160F: 3 clusters Score -1.118334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 248487 members 
Entering Unmasked Estep 
Score: -11183334.000000 Penalty: 1131.031738
	Iteration 161Q: 3 clusters Score -1.118333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 248488 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 162Q: 3 clusters Score -1.118334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 248487 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 163Q: 3 clusters Score -1.118334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183343.000000 Penalty: 1131.031738
	Iteration 164Q: 3 clusters Score -1.118334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183350.000000 Penalty: 1131.031738
	Iteration 165Q: 3 clusters Score -1.118335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183348.000000 Penalty: 1131.031738
	Iteration 166Q: 3 clusters Score -1.118335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -11183346.000000 Penalty: 1131.031738
	Iteration 167Q: 3 clusters Score -1.118335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 248485 members 
Entering Unmasked Estep 
Score: -11183350.000000 Penalty: 1131.031738
	Iteration 168Q: 3 clusters Score -1.118335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 248482 members 
Entering Unmasked Estep 
Score: -11183350.000000 Penalty: 1131.031738
	Iteration 169Q: 3 clusters Score -1.118335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 248483 members 
Entering Unmasked Estep 
Score: -11183351.000000 Penalty: 1131.031738
	Iteration 170Q: 3 clusters Score -1.118335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 248483 members 
Entering Unmasked Estep 
Score: -11183351.000000 Penalty: 1131.031738
	Iteration 171F: 3 clusters Score -1.118335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -44648.210938 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -44648.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -43718.734375 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -43718.73 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -44102.371094 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -44102.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44184.882812 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -44184.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44235.792969 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -44235.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44277.312500 Penalty: 645.876953
	Iteration 4Q: 3 clusters Score -44277.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44317.523438 Penalty: 645.876953
	Iteration 5Q: 3 clusters Score -44317.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -44343.160156 Penalty: 645.876953
	Iteration 6Q: 3 clusters Score -44343.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44362.320312 Penalty: 645.876953
	Iteration 7Q: 3 clusters Score -44362.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -44372.636719 Penalty: 645.876953
	Iteration 8Q: 3 clusters Score -44372.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -44381.929688 Penalty: 645.876953
	Iteration 9Q: 3 clusters Score -44381.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -44394.597656 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -44394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -44405.953125 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -44405.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -44413.792969 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -44413.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -44420.238281 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -44420.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -44427.597656 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -44427.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -44433.164062 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -44433.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -44435.394531 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -44435.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -44439.304688 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -44439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -44442.156250 Penalty: 645.876953
	Iteration 18Q: 3 clusters Score -44442.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -44445.585938 Penalty: 645.876953
	Iteration 19Q: 3 clusters Score -44445.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -44449.046875 Penalty: 645.876953
	Iteration 20F: 3 clusters Score -44449.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -44452.175781 Penalty: 645.876953
	Iteration 21Q: 3 clusters Score -44452.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -44454.054688 Penalty: 645.876953
	Iteration 22Q: 3 clusters Score -44454.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -44455.296875 Penalty: 645.876953
	Iteration 23Q: 3 clusters Score -44455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -44455.992188 Penalty: 645.876953
	Iteration 24Q: 3 clusters Score -44455.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -44456.964844 Penalty: 645.876953
	Iteration 25Q: 3 clusters Score -44456.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -44457.218750 Penalty: 645.876953
	Iteration 26Q: 3 clusters Score -44457.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -44457.898438 Penalty: 645.876953
	Iteration 27Q: 3 clusters Score -44457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -44458.675781 Penalty: 645.876953
	Iteration 28Q: 3 clusters Score -44458.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -44458.792969 Penalty: 645.876953
	Iteration 29Q: 3 clusters Score -44458.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -44458.851562 Penalty: 645.876953
	Iteration 30Q: 3 clusters Score -44458.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -44459.238281 Penalty: 645.876953
	Iteration 31Q: 3 clusters Score -44459.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -44459.570312 Penalty: 645.876953
	Iteration 32Q: 3 clusters Score -44459.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -44460.195312 Penalty: 645.876953
	Iteration 33Q: 3 clusters Score -44460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -44460.535156 Penalty: 645.876953
	Iteration 34Q: 3 clusters Score -44460.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -44460.535156 Penalty: 645.876953
	Iteration 35F: 3 clusters Score -44460.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Entering Unmasked Estep 
Score: -732033.250000 Penalty: 443.595184
	Iteration 0F: 2 clusters Score -732033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -720474.937500 Penalty: 887.190369
	Iteration 0F: 3 clusters Score -720474.9 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -725275.625000 Penalty: 887.190369
	Iteration 1F: 3 clusters Score -725275.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -725641.750000 Penalty: 887.190369
	Iteration 2Q: 3 clusters Score -725641.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -726089.750000 Penalty: 887.190369
	Iteration 3F: 3 clusters Score -726089.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -726596.000000 Penalty: 887.190369
	Iteration 4F: 3 clusters Score -726596 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -727162.875000 Penalty: 887.190369
	Iteration 5F: 3 clusters Score -727162.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -727734.625000 Penalty: 887.190369
	Iteration 6F: 3 clusters Score -727734.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -728287.312500 Penalty: 887.190369
	Iteration 7F: 3 clusters Score -728287.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -728757.687500 Penalty: 887.190369
	Iteration 8Q: 3 clusters Score -728757.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -729090.937500 Penalty: 887.190369
	Iteration 9Q: 3 clusters Score -729090.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -729353.062500 Penalty: 887.190369
	Iteration 10Q: 3 clusters Score -729353.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -729573.375000 Penalty: 887.190369
	Iteration 11Q: 3 clusters Score -729573.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -729769.750000 Penalty: 887.190369
	Iteration 12Q: 3 clusters Score -729769.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -729944.625000 Penalty: 887.190369
	Iteration 13Q: 3 clusters Score -729944.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -730122.625000 Penalty: 887.190369
	Iteration 14Q: 3 clusters Score -730122.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -730303.062500 Penalty: 887.190369
	Iteration 15Q: 3 clusters Score -730303.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -730520.937500 Penalty: 887.190369
	Iteration 16Q: 3 clusters Score -730520.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -730721.937500 Penalty: 887.190369
	Iteration 17Q: 3 clusters Score -730721.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -730888.500000 Penalty: 887.190369
	Iteration 18Q: 3 clusters Score -730888.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -731040.000000 Penalty: 887.190369
	Iteration 19Q: 3 clusters Score -731040 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -731193.937500 Penalty: 887.190369
	Iteration 20F: 3 clusters Score -731193.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -731317.812500 Penalty: 887.190369
	Iteration 21Q: 3 clusters Score -731317.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -731401.625000 Penalty: 887.190369
	Iteration 22Q: 3 clusters Score -731401.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -731464.000000 Penalty: 887.190369
	Iteration 23Q: 3 clusters Score -731464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -731529.687500 Penalty: 887.190369
	Iteration 24Q: 3 clusters Score -731529.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -731580.937500 Penalty: 887.190369
	Iteration 25Q: 3 clusters Score -731580.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -731611.687500 Penalty: 887.190369
	Iteration 26Q: 3 clusters Score -731611.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -731629.562500 Penalty: 887.190369
	Iteration 27Q: 3 clusters Score -731629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -731638.937500 Penalty: 887.190369
	Iteration 28Q: 3 clusters Score -731638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -731654.375000 Penalty: 887.190369
	Iteration 29Q: 3 clusters Score -731654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -731660.000000 Penalty: 887.190369
	Iteration 30Q: 3 clusters Score -731660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -731669.562500 Penalty: 887.190369
	Iteration 31Q: 3 clusters Score -731669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -731673.312500 Penalty: 887.190369
	Iteration 32Q: 3 clusters Score -731673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -731676.312500 Penalty: 887.190369
	Iteration 33Q: 3 clusters Score -731676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -731679.937500 Penalty: 887.190369
	Iteration 34Q: 3 clusters Score -731679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -731681.750000 Penalty: 887.190369
	Iteration 35Q: 3 clusters Score -731681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -731684.875000 Penalty: 887.190369
	Iteration 36Q: 3 clusters Score -731684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -731685.125000 Penalty: 887.190369
	Iteration 37Q: 3 clusters Score -731685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -731685.687500 Penalty: 887.190369
	Iteration 38Q: 3 clusters Score -731685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -731688.000000 Penalty: 887.190369
	Iteration 39Q: 3 clusters Score -731688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -731688.000000 Penalty: 887.190369
	Iteration 40F: 3 clusters Score -731688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Entering Unmasked Estep 
Score: -1167.878784 Penalty: 168.967529
	Iteration 0F: 2 clusters Score -1167.879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1096.587646 Penalty: 337.935059
	Iteration 0F: 3 clusters Score -1096.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1098.940674 Penalty: 337.935059
	Iteration 1Q: 3 clusters Score -1098.941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1098.940674 Penalty: 337.935059
	Iteration 2F: 3 clusters Score -1098.941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 116042 members 
Mstep: Class 3 contains 24058 members 
Mstep: Class 4 contains 105533 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 191851 members 
Mstep: Class 7 contains 20979 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42215 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 52019 members 
Mstep: Class 13 contains 212006 members 
Mstep: Class 14 contains 14417 members 
Mstep: Class 15 contains 249926 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 17143 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947596.000000 Penalty: 11404.721680
Iteration 239Q: 19 clusters Score -4.69476e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 115963 members 
Mstep: Class 3 contains 24073 members 
Mstep: Class 4 contains 105630 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 190218 members 
Mstep: Class 7 contains 20978 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42219 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 52029 members 
Mstep: Class 13 contains 212237 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 251221 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 17138 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947736.000000 Penalty: 11404.721680
Iteration 240F: 19 clusters Score -4.694774e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 115882 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 105713 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 188656 members 
Mstep: Class 7 contains 20977 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42228 members 
Mstep: Class 10 contains 5417 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 52025 members 
Mstep: Class 13 contains 212459 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 252486 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17132 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947864.000000 Penalty: 11404.721680
Iteration 241Q: 19 clusters Score -4.694786e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 115796 members 
Mstep: Class 3 contains 24127 members 
Mstep: Class 4 contains 105781 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 187096 members 
Mstep: Class 7 contains 20978 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 52021 members 
Mstep: Class 13 contains 212622 members 
Mstep: Class 14 contains 14418 members 
Mstep: Class 15 contains 253819 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17131 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948032.000000 Penalty: 11404.721680
Iteration 242Q: 19 clusters Score -4.694803e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 115691 members 
Mstep: Class 3 contains 24164 members 
Mstep: Class 4 contains 105867 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 185469 members 
Mstep: Class 7 contains 20977 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 5402 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 52033 members 
Mstep: Class 13 contains 212835 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 255150 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17136 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948040.000000 Penalty: 11404.721680
Iteration 243Q: 19 clusters Score -4.694804e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 115578 members 
Mstep: Class 3 contains 24206 members 
Mstep: Class 4 contains 105946 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 183898 members 
Mstep: Class 7 contains 20978 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42260 members 
Mstep: Class 10 contains 5402 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 52039 members 
Mstep: Class 13 contains 213023 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 256460 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17130 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948064.000000 Penalty: 11404.721680
Iteration 244Q: 19 clusters Score -4.694806e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 115485 members 
Mstep: Class 3 contains 24261 members 
Mstep: Class 4 contains 106037 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 182377 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42272 members 
Mstep: Class 10 contains 5402 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 52060 members 
Mstep: Class 13 contains 213183 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 257710 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17129 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948012.000000 Penalty: 11404.721680
Iteration 245Q: 19 clusters Score -4.694801e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 115400 members 
Mstep: Class 3 contains 24311 members 
Mstep: Class 4 contains 106144 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 180978 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42279 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 52092 members 
Mstep: Class 13 contains 213204 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 258955 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17128 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948112.000000 Penalty: 11404.721680
Iteration 246Q: 19 clusters Score -4.694811e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 115330 members 
Mstep: Class 3 contains 24353 members 
Mstep: Class 4 contains 106210 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 179569 members 
Mstep: Class 7 contains 20973 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42285 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 213247 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 260251 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 17130 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948132.000000 Penalty: 11404.721680
Iteration 247Q: 19 clusters Score -4.694813e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 115259 members 
Mstep: Class 3 contains 24395 members 
Mstep: Class 4 contains 106328 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 178204 members 
Mstep: Class 7 contains 20973 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 42280 members 
Mstep: Class 10 contains 5368 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 52137 members 
Mstep: Class 13 contains 213212 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 261530 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 17129 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948092.000000 Penalty: 11404.721680
Iteration 248Q: 19 clusters Score -4.694809e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 115169 members 
Mstep: Class 3 contains 24434 members 
Mstep: Class 4 contains 106496 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 176726 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42272 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 52154 members 
Mstep: Class 13 contains 213304 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 262779 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 17121 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948212.000000 Penalty: 11404.721680
Iteration 249Q: 19 clusters Score -4.694821e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 115095 members 
Mstep: Class 3 contains 24486 members 
Mstep: Class 4 contains 106607 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 175242 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42277 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 52175 members 
Mstep: Class 13 contains 213281 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 264156 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 17118 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948288.000000 Penalty: 11404.721680
Iteration 250Q: 19 clusters Score -4.694829e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 115042 members 
Mstep: Class 3 contains 24539 members 
Mstep: Class 4 contains 106687 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 173746 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42279 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 52188 members 
Mstep: Class 13 contains 213270 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 265572 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948264.000000 Penalty: 11404.721680
Iteration 251Q: 19 clusters Score -4.694826e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 114975 members 
Mstep: Class 3 contains 24592 members 
Mstep: Class 4 contains 106745 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 172163 members 
Mstep: Class 7 contains 20965 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42283 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 52223 members 
Mstep: Class 13 contains 213288 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 267037 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17107 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948100.000000 Penalty: 11404.721680
Iteration 252Q: 19 clusters Score -4.69481e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 114878 members 
Mstep: Class 3 contains 24648 members 
Mstep: Class 4 contains 106822 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 170530 members 
Mstep: Class 7 contains 20968 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42282 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 52251 members 
Mstep: Class 13 contains 213449 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 268403 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17101 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948312.000000 Penalty: 11404.721680
Iteration 253Q: 19 clusters Score -4.694831e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 114787 members 
Mstep: Class 3 contains 24719 members 
Mstep: Class 4 contains 106938 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 169094 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42296 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 52265 members 
Mstep: Class 13 contains 213269 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 269880 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17100 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948264.000000 Penalty: 11404.721680
Iteration 254Q: 19 clusters Score -4.694826e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 114674 members 
Mstep: Class 3 contains 24790 members 
Mstep: Class 4 contains 107093 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 167533 members 
Mstep: Class 7 contains 20962 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42305 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 52278 members 
Mstep: Class 13 contains 213304 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 271242 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17100 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 19 clusters Score -4.694842e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 114576 members 
Mstep: Class 3 contains 24859 members 
Mstep: Class 4 contains 107182 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 166055 members 
Mstep: Class 7 contains 20961 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42303 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 52296 members 
Mstep: Class 13 contains 213198 members 
Mstep: Class 14 contains 14399 members 
Mstep: Class 15 contains 272720 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17096 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948572.000000 Penalty: 11404.721680
Iteration 256Q: 19 clusters Score -4.694857e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 114471 members 
Mstep: Class 3 contains 24915 members 
Mstep: Class 4 contains 107272 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 164618 members 
Mstep: Class 7 contains 20961 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42301 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 52295 members 
Mstep: Class 13 contains 213066 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 274209 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17090 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 19 clusters Score -4.694856e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 114366 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 107375 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 163160 members 
Mstep: Class 7 contains 20958 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42310 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 52301 members 
Mstep: Class 13 contains 212937 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 275681 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 17088 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 19 clusters Score -4.694853e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 114267 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 107439 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 161805 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42320 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 52300 members 
Mstep: Class 13 contains 212599 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 277303 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 19 clusters Score -4.694873e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 107517 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 160427 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42329 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 52293 members 
Mstep: Class 13 contains 212270 members 
Mstep: Class 14 contains 14402 members 
Mstep: Class 15 contains 278928 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 17088 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 19 clusters Score -4.694886e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 114071 members 
Mstep: Class 3 contains 25113 members 
Mstep: Class 4 contains 107582 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 159095 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42333 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 52283 members 
Mstep: Class 13 contains 211923 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 280539 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17083 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 19 clusters Score -4.694894e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 113983 members 
Mstep: Class 3 contains 25165 members 
Mstep: Class 4 contains 107648 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 157795 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 42346 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 52272 members 
Mstep: Class 13 contains 211489 members 
Mstep: Class 14 contains 14386 members 
Mstep: Class 15 contains 282204 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17088 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948900.000000 Penalty: 11404.721680
Iteration 262Q: 19 clusters Score -4.69489e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 113915 members 
Mstep: Class 3 contains 25221 members 
Mstep: Class 4 contains 107676 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 156411 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42348 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 52256 members 
Mstep: Class 13 contains 211237 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 283801 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17089 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948660.000000 Penalty: 11404.721680
Iteration 263Q: 19 clusters Score -4.694866e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 113848 members 
Mstep: Class 3 contains 25281 members 
Mstep: Class 4 contains 107652 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 155081 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42360 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 52249 members 
Mstep: Class 13 contains 211006 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 285379 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17088 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948808.000000 Penalty: 11404.721680
Iteration 264Q: 19 clusters Score -4.694881e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 113767 members 
Mstep: Class 3 contains 25345 members 
Mstep: Class 4 contains 107550 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 153736 members 
Mstep: Class 7 contains 20944 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42359 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 52244 members 
Mstep: Class 13 contains 211012 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 286819 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17099 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948776.000000 Penalty: 11404.721680
Iteration 265Q: 19 clusters Score -4.694878e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 113684 members 
Mstep: Class 3 contains 25409 members 
Mstep: Class 4 contains 107392 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 152376 members 
Mstep: Class 7 contains 20942 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42359 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 52245 members 
Mstep: Class 13 contains 211135 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 288209 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 17102 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948556.000000 Penalty: 11404.721680
Iteration 266Q: 19 clusters Score -4.694856e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 113611 members 
Mstep: Class 3 contains 25455 members 
Mstep: Class 4 contains 107156 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 151052 members 
Mstep: Class 7 contains 20948 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42363 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 52251 members 
Mstep: Class 13 contains 211347 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 289524 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948172.000000 Penalty: 11404.721680
Iteration 267Q: 19 clusters Score -4.694817e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 113545 members 
Mstep: Class 3 contains 25507 members 
Mstep: Class 4 contains 106845 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 149723 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42362 members 
Mstep: Class 10 contains 5271 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 52262 members 
Mstep: Class 13 contains 211694 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 290799 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17121 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948092.000000 Penalty: 11404.721680
Iteration 268Q: 19 clusters Score -4.694809e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 113463 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 106534 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 148358 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42360 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 52265 members 
Mstep: Class 13 contains 212158 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 292012 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17133 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947876.000000 Penalty: 11404.721680
Iteration 269Q: 19 clusters Score -4.694788e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 113400 members 
Mstep: Class 3 contains 25589 members 
Mstep: Class 4 contains 106117 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 147052 members 
Mstep: Class 7 contains 20963 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42352 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 52267 members 
Mstep: Class 13 contains 212625 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 293246 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17148 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947752.000000 Penalty: 11404.721680
Iteration 270Q: 19 clusters Score -4.694775e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 113318 members 
Mstep: Class 3 contains 25637 members 
Mstep: Class 4 contains 105673 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 145661 members 
Mstep: Class 7 contains 20963 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42352 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 52279 members 
Mstep: Class 13 contains 213327 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 294365 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17154 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947356.000000 Penalty: 11404.721680
Iteration 271Q: 19 clusters Score -4.694736e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 113257 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 105123 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 144280 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42364 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 52276 members 
Mstep: Class 13 contains 214158 members 
Mstep: Class 14 contains 14461 members 
Mstep: Class 15 contains 295444 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17160 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946996.000000 Penalty: 11404.721680
Iteration 272Q: 19 clusters Score -4.6947e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 113162 members 
Mstep: Class 3 contains 25731 members 
Mstep: Class 4 contains 104552 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 142930 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42365 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 52263 members 
Mstep: Class 13 contains 214983 members 
Mstep: Class 14 contains 14472 members 
Mstep: Class 15 contains 296569 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 17163 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946912.000000 Penalty: 11404.721680
Iteration 273Q: 19 clusters Score -4.694691e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 113085 members 
Mstep: Class 3 contains 25764 members 
Mstep: Class 4 contains 103927 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 141586 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42368 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 52267 members 
Mstep: Class 13 contains 215912 members 
Mstep: Class 14 contains 14479 members 
Mstep: Class 15 contains 297609 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 17167 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946492.000000 Penalty: 11404.721680
Iteration 274Q: 19 clusters Score -4.694649e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 113005 members 
Mstep: Class 3 contains 25792 members 
Mstep: Class 4 contains 103293 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 140258 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 52268 members 
Mstep: Class 13 contains 216880 members 
Mstep: Class 14 contains 14484 members 
Mstep: Class 15 contains 298604 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 17174 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946320.000000 Penalty: 11404.721680
Iteration 275Q: 19 clusters Score -4.694632e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 112910 members 
Mstep: Class 3 contains 25817 members 
Mstep: Class 4 contains 102593 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 138901 members 
Mstep: Class 7 contains 20961 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42375 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 52254 members 
Mstep: Class 13 contains 217957 members 
Mstep: Class 14 contains 14496 members 
Mstep: Class 15 contains 299625 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 17185 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945832.000000 Penalty: 11404.721680
Iteration 276Q: 19 clusters Score -4.694583e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 112802 members 
Mstep: Class 3 contains 25829 members 
Mstep: Class 4 contains 101930 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 137555 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42374 members 
Mstep: Class 10 contains 5249 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 52254 members 
Mstep: Class 13 contains 219014 members 
Mstep: Class 14 contains 14504 members 
Mstep: Class 15 contains 300624 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 17190 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945360.000000 Penalty: 11404.721680
Iteration 277Q: 19 clusters Score -4.694536e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 112712 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 101308 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 136211 members 
Mstep: Class 7 contains 20976 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 42387 members 
Mstep: Class 10 contains 5249 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 52248 members 
Mstep: Class 13 contains 220167 members 
Mstep: Class 14 contains 14508 members 
Mstep: Class 15 contains 301461 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 17207 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945068.000000 Penalty: 11404.721680
Iteration 278Q: 19 clusters Score -4.694507e+07 nChanged 2835
Entering ConstructFrom: 
Score: -46945068.000000 Penalty: 11404.721680
Entering ConstructFrom: 
Trying to split cluster 1 (61868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Entering Unmasked Estep 
Score: -2738608.000000 Penalty: 501.990509
	Iteration 0F: 2 clusters Score -2738608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2696828.500000 Penalty: 1003.981018
	Iteration 0F: 3 clusters Score -2696828 nChanged 30184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -2714746.250000 Penalty: 1003.981018
	Iteration 1F: 3 clusters Score -2714746 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2715441.250000 Penalty: 1003.981018
	Iteration 2Q: 3 clusters Score -2715441 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -2716538.000000 Penalty: 1003.981018
	Iteration 3Q: 3 clusters Score -2716538 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -2718362.500000 Penalty: 1003.981018
	Iteration 4F: 3 clusters Score -2718362 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2721328.000000 Penalty: 1003.981018
	Iteration 5F: 3 clusters Score -2721328 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -2725040.500000 Penalty: 1003.981018
	Iteration 6F: 3 clusters Score -2725040 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -2728815.000000 Penalty: 1003.981018
	Iteration 7F: 3 clusters Score -2728815 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -2731672.000000 Penalty: 1003.981018
	Iteration 8F: 3 clusters Score -2731672 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -2733654.250000 Penalty: 1003.981018
	Iteration 9Q: 3 clusters Score -2733654 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -2735103.750000 Penalty: 1003.981018
	Iteration 10Q: 3 clusters Score -2735104 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -2736122.750000 Penalty: 1003.981018
	Iteration 11Q: 3 clusters Score -2736123 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -2736870.000000 Penalty: 1003.981018
	Iteration 12Q: 3 clusters Score -2736870 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -2737397.750000 Penalty: 1003.981018
	Iteration 13Q: 3 clusters Score -2737398 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -2737715.750000 Penalty: 1003.981018
	Iteration 14Q: 3 clusters Score -2737716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -2737924.500000 Penalty: 1003.981018
	Iteration 15Q: 3 clusters Score -2737924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -2738038.250000 Penalty: 1003.981018
	Iteration 16Q: 3 clusters Score -2738038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -2738076.000000 Penalty: 1003.981018
	Iteration 17Q: 3 clusters Score -2738076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -2738105.250000 Penalty: 1003.981018
	Iteration 18Q: 3 clusters Score -2738105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -2738123.500000 Penalty: 1003.981018
	Iteration 19Q: 3 clusters Score -2738124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -2738144.000000 Penalty: 1003.981018
	Iteration 20F: 3 clusters Score -2738144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -2738157.250000 Penalty: 1003.981018
	Iteration 21Q: 3 clusters Score -2738157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -2738173.750000 Penalty: 1003.981018
	Iteration 22Q: 3 clusters Score -2738174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -2738180.250000 Penalty: 1003.981018
	Iteration 23Q: 3 clusters Score -2738180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -2738185.250000 Penalty: 1003.981018
	Iteration 24Q: 3 clusters Score -2738185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -2738187.500000 Penalty: 1003.981018
	Iteration 25Q: 3 clusters Score -2738188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -2738193.250000 Penalty: 1003.981018
	Iteration 26Q: 3 clusters Score -2738193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -2738195.250000 Penalty: 1003.981018
	Iteration 27Q: 3 clusters Score -2738195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -2738196.250000 Penalty: 1003.981018
	Iteration 28Q: 3 clusters Score -2738196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -2738198.750000 Penalty: 1003.981018
	Iteration 29Q: 3 clusters Score -2738199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -2738202.000000 Penalty: 1003.981018
	Iteration 30Q: 3 clusters Score -2738202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -2738206.250000 Penalty: 1003.981018
	Iteration 31Q: 3 clusters Score -2738206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -2738206.500000 Penalty: 1003.981018
	Iteration 32Q: 3 clusters Score -2738206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -2738206.750000 Penalty: 1003.981018
	Iteration 33Q: 3 clusters Score -2738207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -2738210.250000 Penalty: 1003.981018
	Iteration 34Q: 3 clusters Score -2738210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -2738211.500000 Penalty: 1003.981018
	Iteration 35Q: 3 clusters Score -2738212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -2738212.500000 Penalty: 1003.981018
	Iteration 36Q: 3 clusters Score -2738212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -2738212.500000 Penalty: 1003.981018
	Iteration 37F: 3 clusters Score -2738212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Entering Unmasked Estep 
Score: -5019651.500000 Penalty: 529.247375
	Iteration 0F: 2 clusters Score -5019652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -4943342.000000 Penalty: 1058.494751
	Iteration 0F: 3 clusters Score -4943342 nChanged 55081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -4976771.000000 Penalty: 1058.494751
	Iteration 1F: 3 clusters Score -4976771 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -4978167.000000 Penalty: 1058.494751
	Iteration 2Q: 3 clusters Score -4978167 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -4980384.000000 Penalty: 1058.494751
	Iteration 3Q: 3 clusters Score -4980384 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -4983907.000000 Penalty: 1058.494751
	Iteration 4F: 3 clusters Score -4983907 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -4988918.000000 Penalty: 1058.494751
	Iteration 5F: 3 clusters Score -4988918 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -4994949.000000 Penalty: 1058.494751
	Iteration 6F: 3 clusters Score -4994949 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -5000216.500000 Penalty: 1058.494751
	Iteration 7F: 3 clusters Score -5000216 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -5003955.500000 Penalty: 1058.494751
	Iteration 8Q: 3 clusters Score -5003956 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -5006508.500000 Penalty: 1058.494751
	Iteration 9Q: 3 clusters Score -5006508 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -5008465.500000 Penalty: 1058.494751
	Iteration 10Q: 3 clusters Score -5008466 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -5010279.000000 Penalty: 1058.494751
	Iteration 11Q: 3 clusters Score -5010279 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -5011894.500000 Penalty: 1058.494751
	Iteration 12Q: 3 clusters Score -5011894 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -5013406.500000 Penalty: 1058.494751
	Iteration 13Q: 3 clusters Score -5013406 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -5014561.000000 Penalty: 1058.494751
	Iteration 14Q: 3 clusters Score -5014561 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -5015426.000000 Penalty: 1058.494751
	Iteration 15Q: 3 clusters Score -5015426 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -5016117.500000 Penalty: 1058.494751
	Iteration 16Q: 3 clusters Score -5016118 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -5016765.000000 Penalty: 1058.494751
	Iteration 17Q: 3 clusters Score -5016765 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -5017223.500000 Penalty: 1058.494751
	Iteration 18Q: 3 clusters Score -5017224 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -5017623.000000 Penalty: 1058.494751
	Iteration 19Q: 3 clusters Score -5017623 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -5017897.500000 Penalty: 1058.494751
	Iteration 20F: 3 clusters Score -5017898 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -5018155.000000 Penalty: 1058.494751
	Iteration 21Q: 3 clusters Score -5018155 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -5018353.000000 Penalty: 1058.494751
	Iteration 22Q: 3 clusters Score -5018353 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -5018505.500000 Penalty: 1058.494751
	Iteration 23Q: 3 clusters Score -5018506 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -5018665.500000 Penalty: 1058.494751
	Iteration 24Q: 3 clusters Score -5018666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -5018766.000000 Penalty: 1058.494751
	Iteration 25Q: 3 clusters Score -5018766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -5018830.500000 Penalty: 1058.494751
	Iteration 26Q: 3 clusters Score -5018830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -5018898.000000 Penalty: 1058.494751
	Iteration 27Q: 3 clusters Score -5018898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -5018945.500000 Penalty: 1058.494751
	Iteration 28Q: 3 clusters Score -5018946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -5018996.000000 Penalty: 1058.494751
	Iteration 29Q: 3 clusters Score -5018996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -5019037.500000 Penalty: 1058.494751
	Iteration 30Q: 3 clusters Score -5019038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -5019064.500000 Penalty: 1058.494751
	Iteration 31Q: 3 clusters Score -5019064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -5019085.500000 Penalty: 1058.494751
	Iteration 32Q: 3 clusters Score -5019086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -5019097.500000 Penalty: 1058.494751
	Iteration 33Q: 3 clusters Score -5019098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 111875 members 
Entering Unmasked Estep 
Score: -5019107.000000 Penalty: 1058.494751
	Iteration 34Q: 3 clusters Score -5019107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 111905 members 
Entering Unmasked Estep 
Score: -5019113.500000 Penalty: 1058.494751
	Iteration 35Q: 3 clusters Score -5019114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -5019120.000000 Penalty: 1058.494751
	Iteration 36Q: 3 clusters Score -5019120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -5019135.000000 Penalty: 1058.494751
	Iteration 37Q: 3 clusters Score -5019135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -5019125.500000 Penalty: 1058.494751
	Iteration 38Q: 3 clusters Score -5019126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111987 members 
Entering Unmasked Estep 
Score: -5019143.000000 Penalty: 1058.494751
	Iteration 39Q: 3 clusters Score -5019143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 112000 members 
Entering Unmasked Estep 
Score: -5019153.500000 Penalty: 1058.494751
	Iteration 40F: 3 clusters Score -5019154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -5019156.500000 Penalty: 1058.494751
	Iteration 41Q: 3 clusters Score -5019156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -5019155.500000 Penalty: 1058.494751
	Iteration 42Q: 3 clusters Score -5019156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -5019157.500000 Penalty: 1058.494751
	Iteration 43Q: 3 clusters Score -5019158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -5019163.000000 Penalty: 1058.494751
	Iteration 44Q: 3 clusters Score -5019163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -5019163.500000 Penalty: 1058.494751
	Iteration 45Q: 3 clusters Score -5019164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -5019173.500000 Penalty: 1058.494751
	Iteration 46Q: 3 clusters Score -5019174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -5019177.000000 Penalty: 1058.494751
	Iteration 47Q: 3 clusters Score -5019177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -5019180.000000 Penalty: 1058.494751
	Iteration 48Q: 3 clusters Score -5019180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -5019177.500000 Penalty: 1058.494751
	Iteration 49Q: 3 clusters Score -5019178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 112075 members 
Entering Unmasked Estep 
Score: -5019178.000000 Penalty: 1058.494751
	Iteration 50Q: 3 clusters Score -5019178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -5019178.000000 Penalty: 1058.494751
	Iteration 51Q: 3 clusters Score -5019178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -5019180.000000 Penalty: 1058.494751
	Iteration 52Q: 3 clusters Score -5019180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -5019178.000000 Penalty: 1058.494751
	Iteration 53Q: 3 clusters Score -5019178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -5019178.500000 Penalty: 1058.494751
	Iteration 54Q: 3 clusters Score -5019178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -5019180.500000 Penalty: 1058.494751
	Iteration 55Q: 3 clusters Score -5019180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -5019182.500000 Penalty: 1058.494751
	Iteration 56Q: 3 clusters Score -5019182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -5019182.500000 Penalty: 1058.494751
	Iteration 57F: 3 clusters Score -5019182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Entering Unmasked Estep 
Score: -1140079.375000 Penalty: 462.272430
	Iteration 0F: 2 clusters Score -1140079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1122746.000000 Penalty: 924.544861
	Iteration 0F: 3 clusters Score -1122746 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1130128.750000 Penalty: 924.544861
	Iteration 1F: 3 clusters Score -1130129 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1130552.875000 Penalty: 924.544861
	Iteration 2Q: 3 clusters Score -1130553 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1131122.875000 Penalty: 924.544861
	Iteration 3Q: 3 clusters Score -1131123 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1132035.250000 Penalty: 924.544861
	Iteration 4F: 3 clusters Score -1132035 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1133212.875000 Penalty: 924.544861
	Iteration 5F: 3 clusters Score -1133213 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1134264.500000 Penalty: 924.544861
	Iteration 6F: 3 clusters Score -1134264 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1134836.250000 Penalty: 924.544861
	Iteration 7F: 3 clusters Score -1134836 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1135037.750000 Penalty: 924.544861
	Iteration 8Q: 3 clusters Score -1135038 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1135111.625000 Penalty: 924.544861
	Iteration 9Q: 3 clusters Score -1135112 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1135150.125000 Penalty: 924.544861
	Iteration 10Q: 3 clusters Score -1135150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1135176.750000 Penalty: 924.544861
	Iteration 11Q: 3 clusters Score -1135177 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1135209.250000 Penalty: 924.544861
	Iteration 12Q: 3 clusters Score -1135209 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1135255.125000 Penalty: 924.544861
	Iteration 13Q: 3 clusters Score -1135255 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1135285.125000 Penalty: 924.544861
	Iteration 14Q: 3 clusters Score -1135285 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1135344.375000 Penalty: 924.544861
	Iteration 15Q: 3 clusters Score -1135344 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1135398.625000 Penalty: 924.544861
	Iteration 16Q: 3 clusters Score -1135399 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1135464.125000 Penalty: 924.544861
	Iteration 17Q: 3 clusters Score -1135464 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1135563.125000 Penalty: 924.544861
	Iteration 18Q: 3 clusters Score -1135563 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1135685.375000 Penalty: 924.544861
	Iteration 19Q: 3 clusters Score -1135685 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1135855.125000 Penalty: 924.544861
	Iteration 20F: 3 clusters Score -1135855 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1136109.500000 Penalty: 924.544861
	Iteration 21Q: 3 clusters Score -1136110 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1136419.375000 Penalty: 924.544861
	Iteration 22Q: 3 clusters Score -1136419 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1136845.250000 Penalty: 924.544861
	Iteration 23Q: 3 clusters Score -1136845 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1137374.250000 Penalty: 924.544861
	Iteration 24Q: 3 clusters Score -1137374 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1137909.500000 Penalty: 924.544861
	Iteration 25Q: 3 clusters Score -1137910 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1138411.250000 Penalty: 924.544861
	Iteration 26Q: 3 clusters Score -1138411 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1138808.375000 Penalty: 924.544861
	Iteration 27Q: 3 clusters Score -1138808 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1139062.250000 Penalty: 924.544861
	Iteration 28Q: 3 clusters Score -1139062 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1139198.750000 Penalty: 924.544861
	Iteration 29Q: 3 clusters Score -1139199 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1139291.625000 Penalty: 924.544861
	Iteration 30Q: 3 clusters Score -1139292 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1139350.750000 Penalty: 924.544861
	Iteration 31Q: 3 clusters Score -1139351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1139374.375000 Penalty: 924.544861
	Iteration 32Q: 3 clusters Score -1139374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1139389.750000 Penalty: 924.544861
	Iteration 33Q: 3 clusters Score -1139390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1139397.625000 Penalty: 924.544861
	Iteration 34Q: 3 clusters Score -1139398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1139406.875000 Penalty: 924.544861
	Iteration 35Q: 3 clusters Score -1139407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1139413.250000 Penalty: 924.544861
	Iteration 36Q: 3 clusters Score -1139413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1139412.875000 Penalty: 924.544861
	Iteration 37Q: 3 clusters Score -1139413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1139416.375000 Penalty: 924.544861
	Iteration 38Q: 3 clusters Score -1139416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1139416.000000 Penalty: 924.544861
	Iteration 39Q: 3 clusters Score -1139416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1139434.875000 Penalty: 924.544861
	Iteration 40F: 3 clusters Score -1139435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1139433.250000 Penalty: 924.544861
	Iteration 41Q: 3 clusters Score -1139433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1139435.375000 Penalty: 924.544861
	Iteration 42Q: 3 clusters Score -1139435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1139438.125000 Penalty: 924.544861
	Iteration 43Q: 3 clusters Score -1139438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1139435.750000 Penalty: 924.544861
	Iteration 44Q: 3 clusters Score -1139436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1139439.000000 Penalty: 924.544861
	Iteration 45Q: 3 clusters Score -1139439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1139439.750000 Penalty: 924.544861
	Iteration 46Q: 3 clusters Score -1139440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1139437.000000 Penalty: 924.544861
	Iteration 47Q: 3 clusters Score -1139437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1139441.125000 Penalty: 924.544861
	Iteration 48Q: 3 clusters Score -1139441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1139445.625000 Penalty: 924.544861
	Iteration 49Q: 3 clusters Score -1139446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1139444.625000 Penalty: 924.544861
	Iteration 50Q: 3 clusters Score -1139445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1139447.625000 Penalty: 924.544861
	Iteration 51Q: 3 clusters Score -1139448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1139448.125000 Penalty: 924.544861
	Iteration 52Q: 3 clusters Score -1139448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1139448.250000 Penalty: 924.544861
	Iteration 53Q: 3 clusters Score -1139448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1139447.625000 Penalty: 924.544861
	Iteration 54Q: 3 clusters Score -1139448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1139448.625000 Penalty: 924.544861
	Iteration 55Q: 3 clusters Score -1139449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1139446.125000 Penalty: 924.544861
	Iteration 56Q: 3 clusters Score -1139446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1139445.500000 Penalty: 924.544861
	Iteration 57Q: 3 clusters Score -1139446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1139447.375000 Penalty: 924.544861
	Iteration 58Q: 3 clusters Score -1139447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1139444.250000 Penalty: 924.544861
	Iteration 59Q: 3 clusters Score -1139444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1139448.125000 Penalty: 924.544861
	Iteration 60F: 3 clusters Score -1139448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1139450.500000 Penalty: 924.544861
	Iteration 61Q: 3 clusters Score -1139450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1139453.125000 Penalty: 924.544861
	Iteration 62Q: 3 clusters Score -1139453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1139452.125000 Penalty: 924.544861
	Iteration 63Q: 3 clusters Score -1139452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1139454.625000 Penalty: 924.544861
	Iteration 64Q: 3 clusters Score -1139455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1139453.625000 Penalty: 924.544861
	Iteration 65Q: 3 clusters Score -1139454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1139455.500000 Penalty: 924.544861
	Iteration 66Q: 3 clusters Score -1139456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1139453.750000 Penalty: 924.544861
	Iteration 67Q: 3 clusters Score -1139454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1139452.125000 Penalty: 924.544861
	Iteration 68Q: 3 clusters Score -1139452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1139450.125000 Penalty: 924.544861
	Iteration 69Q: 3 clusters Score -1139450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1139452.375000 Penalty: 924.544861
	Iteration 70Q: 3 clusters Score -1139452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1139452.250000 Penalty: 924.544861
	Iteration 71Q: 3 clusters Score -1139452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1139452.625000 Penalty: 924.544861
	Iteration 72Q: 3 clusters Score -1139453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1139454.875000 Penalty: 924.544861
	Iteration 73Q: 3 clusters Score -1139455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1139453.000000 Penalty: 924.544861
	Iteration 74Q: 3 clusters Score -1139453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1139450.875000 Penalty: 924.544861
	Iteration 75Q: 3 clusters Score -1139451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1139453.500000 Penalty: 924.544861
	Iteration 76Q: 3 clusters Score -1139454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1139455.000000 Penalty: 924.544861
	Iteration 77Q: 3 clusters Score -1139455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1139454.750000 Penalty: 924.544861
	Iteration 78Q: 3 clusters Score -1139455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1139455.125000 Penalty: 924.544861
	Iteration 79Q: 3 clusters Score -1139455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1139453.500000 Penalty: 924.544861
	Iteration 80F: 3 clusters Score -1139454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1139456.125000 Penalty: 924.544861
	Iteration 81Q: 3 clusters Score -1139456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1139455.500000 Penalty: 924.544861
	Iteration 82Q: 3 clusters Score -1139456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1139457.000000 Penalty: 924.544861
	Iteration 83Q: 3 clusters Score -1139457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1139456.625000 Penalty: 924.544861
	Iteration 84Q: 3 clusters Score -1139457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1139456.500000 Penalty: 924.544861
	Iteration 85Q: 3 clusters Score -1139456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1139456.375000 Penalty: 924.544861
	Iteration 86Q: 3 clusters Score -1139456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1139455.375000 Penalty: 924.544861
	Iteration 87Q: 3 clusters Score -1139455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1139456.750000 Penalty: 924.544861
	Iteration 88Q: 3 clusters Score -1139457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1139456.000000 Penalty: 924.544861
	Iteration 89Q: 3 clusters Score -1139456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1139456.500000 Penalty: 924.544861
	Iteration 90Q: 3 clusters Score -1139456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1139455.375000 Penalty: 924.544861
	Iteration 91Q: 3 clusters Score -1139455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1139455.375000 Penalty: 924.544861
	Iteration 92F: 3 clusters Score -1139455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Entering Unmasked Estep 
Score: -4558701.000000 Penalty: 524.134705
	Iteration 0F: 2 clusters Score -4558701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -4490539.000000 Penalty: 1048.269409
	Iteration 0F: 3 clusters Score -4490539 nChanged 49093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4523645.000000 Penalty: 1048.269409
	Iteration 1F: 3 clusters Score -4523645 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4527762.500000 Penalty: 1048.269409
	Iteration 2F: 3 clusters Score -4527762 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4534500.500000 Penalty: 1048.269409
	Iteration 3F: 3 clusters Score -4534500 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4543596.500000 Penalty: 1048.269409
	Iteration 4F: 3 clusters Score -4543596 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4551837.000000 Penalty: 1048.269409
	Iteration 5F: 3 clusters Score -4551837 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4556346.000000 Penalty: 1048.269409
	Iteration 6Q: 3 clusters Score -4556346 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4557803.000000 Penalty: 1048.269409
	Iteration 7Q: 3 clusters Score -4557803 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4558127.500000 Penalty: 1048.269409
	Iteration 8Q: 3 clusters Score -4558128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4558180.000000 Penalty: 1048.269409
	Iteration 9Q: 3 clusters Score -4558180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4558201.000000 Penalty: 1048.269409
	Iteration 10Q: 3 clusters Score -4558201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4558207.500000 Penalty: 1048.269409
	Iteration 11Q: 3 clusters Score -4558208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4558210.500000 Penalty: 1048.269409
	Iteration 12Q: 3 clusters Score -4558210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4558214.500000 Penalty: 1048.269409
	Iteration 13Q: 3 clusters Score -4558214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4558219.000000 Penalty: 1048.269409
	Iteration 14Q: 3 clusters Score -4558219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4558220.000000 Penalty: 1048.269409
	Iteration 15Q: 3 clusters Score -4558220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4558221.500000 Penalty: 1048.269409
	Iteration 16Q: 3 clusters Score -4558222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4558221.500000 Penalty: 1048.269409
	Iteration 17Q: 3 clusters Score -4558222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4558222.500000 Penalty: 1048.269409
	Iteration 18Q: 3 clusters Score -4558222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4558223.500000 Penalty: 1048.269409
	Iteration 19Q: 3 clusters Score -4558224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4558223.500000 Penalty: 1048.269409
	Iteration 20F: 3 clusters Score -4558224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4578.553223 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4578.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4331.208984 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4331.209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4361.041504 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4361.042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4378.604980 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4378.605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4386.416016 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4386.416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4394.050781 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4394.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4395.392090 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4395.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4397.614258 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4397.614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4397.614258 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -4397.614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Entering Unmasked Estep 
Score: -5943322.500000 Penalty: 537.466919
	Iteration 0F: 2 clusters Score -5943322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -5852047.500000 Penalty: 1074.933838
	Iteration 0F: 3 clusters Score -5852048 nChanged 66192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -5893265.500000 Penalty: 1074.933838
	Iteration 1F: 3 clusters Score -5893266 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -5895305.500000 Penalty: 1074.933838
	Iteration 2Q: 3 clusters Score -5895306 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5899148.000000 Penalty: 1074.933838
	Iteration 3F: 3 clusters Score -5899148 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5906336.500000 Penalty: 1074.933838
	Iteration 4F: 3 clusters Score -5906336 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5917781.500000 Penalty: 1074.933838
	Iteration 5F: 3 clusters Score -5917782 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123370 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -5930745.000000 Penalty: 1074.933838
	Iteration 6F: 3 clusters Score -5930745 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5939184.500000 Penalty: 1074.933838
	Iteration 7F: 3 clusters Score -5939184 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5941927.000000 Penalty: 1074.933838
	Iteration 8Q: 3 clusters Score -5941927 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5942586.000000 Penalty: 1074.933838
	Iteration 9Q: 3 clusters Score -5942586 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5942744.000000 Penalty: 1074.933838
	Iteration 10Q: 3 clusters Score -5942744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5942791.000000 Penalty: 1074.933838
	Iteration 11Q: 3 clusters Score -5942791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5942815.500000 Penalty: 1074.933838
	Iteration 12Q: 3 clusters Score -5942816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134871 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5942824.500000 Penalty: 1074.933838
	Iteration 13Q: 3 clusters Score -5942824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5942826.500000 Penalty: 1074.933838
	Iteration 14Q: 3 clusters Score -5942826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5942831.000000 Penalty: 1074.933838
	Iteration 15Q: 3 clusters Score -5942831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5942829.000000 Penalty: 1074.933838
	Iteration 16Q: 3 clusters Score -5942829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5942829.000000 Penalty: 1074.933838
	Iteration 17F: 3 clusters Score -5942829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Entering Unmasked Estep 
Score: -906263.687500 Penalty: 452.800446
	Iteration 0F: 2 clusters Score -906263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -892275.812500 Penalty: 905.600891
	Iteration 0F: 3 clusters Score -892275.8 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -898220.062500 Penalty: 905.600891
	Iteration 1F: 3 clusters Score -898220.1 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -899055.750000 Penalty: 905.600891
	Iteration 2F: 3 clusters Score -899055.8 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -900404.937500 Penalty: 905.600891
	Iteration 3F: 3 clusters Score -900404.9 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -902326.562500 Penalty: 905.600891
	Iteration 4F: 3 clusters Score -902326.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -904162.125000 Penalty: 905.600891
	Iteration 5F: 3 clusters Score -904162.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -905203.437500 Penalty: 905.600891
	Iteration 6Q: 3 clusters Score -905203.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -905561.812500 Penalty: 905.600891
	Iteration 7Q: 3 clusters Score -905561.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -905744.500000 Penalty: 905.600891
	Iteration 8Q: 3 clusters Score -905744.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -905840.562500 Penalty: 905.600891
	Iteration 9Q: 3 clusters Score -905840.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -905893.687500 Penalty: 905.600891
	Iteration 10Q: 3 clusters Score -905893.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -905933.437500 Penalty: 905.600891
	Iteration 11Q: 3 clusters Score -905933.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -905958.687500 Penalty: 905.600891
	Iteration 12Q: 3 clusters Score -905958.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -905972.500000 Penalty: 905.600891
	Iteration 13Q: 3 clusters Score -905972.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -905978.000000 Penalty: 905.600891
	Iteration 14Q: 3 clusters Score -905978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -905981.562500 Penalty: 905.600891
	Iteration 15Q: 3 clusters Score -905981.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -905985.812500 Penalty: 905.600891
	Iteration 16Q: 3 clusters Score -905985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -905988.937500 Penalty: 905.600891
	Iteration 17Q: 3 clusters Score -905988.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -905991.687500 Penalty: 905.600891
	Iteration 18Q: 3 clusters Score -905991.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -905992.000000 Penalty: 905.600891
	Iteration 19Q: 3 clusters Score -905992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -905992.187500 Penalty: 905.600891
	Iteration 20F: 3 clusters Score -905992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -5457.795898 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -5457.796 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 85 members 
Entering Unmasked Estep 
Score: -5221.937500 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -5221.938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5289.213867 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -5289.214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5339.549805 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -5339.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5346.182129 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -5346.182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5350.489746 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -5350.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5351.044434 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -5351.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5351.814941 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -5351.815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5352.204590 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -5352.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5353.603516 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -5353.604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5353.603516 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -5353.604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Entering Unmasked Estep 
Score: -1715978.250000 Penalty: 484.793823
	Iteration 0F: 2 clusters Score -1715978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1687541.750000 Penalty: 969.587646
	Iteration 0F: 3 clusters Score -1687542 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1700458.125000 Penalty: 969.587646
	Iteration 1F: 3 clusters Score -1700458 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1702233.000000 Penalty: 969.587646
	Iteration 2F: 3 clusters Score -1702233 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1705074.750000 Penalty: 969.587646
	Iteration 3F: 3 clusters Score -1705075 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1708712.500000 Penalty: 969.587646
	Iteration 4F: 3 clusters Score -1708712 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1712075.625000 Penalty: 969.587646
	Iteration 5F: 3 clusters Score -1712076 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1714094.625000 Penalty: 969.587646
	Iteration 6Q: 3 clusters Score -1714095 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1714905.750000 Penalty: 969.587646
	Iteration 7Q: 3 clusters Score -1714906 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1715234.875000 Penalty: 969.587646
	Iteration 8Q: 3 clusters Score -1715235 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1715422.375000 Penalty: 969.587646
	Iteration 9Q: 3 clusters Score -1715422 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1715578.875000 Penalty: 969.587646
	Iteration 10Q: 3 clusters Score -1715579 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1715690.875000 Penalty: 969.587646
	Iteration 11Q: 3 clusters Score -1715691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1715764.750000 Penalty: 969.587646
	Iteration 12Q: 3 clusters Score -1715765 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1715847.000000 Penalty: 969.587646
	Iteration 13Q: 3 clusters Score -1715847 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1715928.875000 Penalty: 969.587646
	Iteration 14Q: 3 clusters Score -1715929 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1715999.500000 Penalty: 969.587646
	Iteration 15Q: 3 clusters Score -1716000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1716071.750000 Penalty: 969.587646
	Iteration 16Q: 3 clusters Score -1716072 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1716177.875000 Penalty: 969.587646
	Iteration 17Q: 3 clusters Score -1716178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1716264.750000 Penalty: 969.587646
	Iteration 18Q: 3 clusters Score -1716265 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1716356.750000 Penalty: 969.587646
	Iteration 19Q: 3 clusters Score -1716357 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1716468.125000 Penalty: 969.587646
	Iteration 20F: 3 clusters Score -1716468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1716644.750000 Penalty: 969.587646
	Iteration 21Q: 3 clusters Score -1716645 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1716862.000000 Penalty: 969.587646
	Iteration 22Q: 3 clusters Score -1716862 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1717021.500000 Penalty: 969.587646
	Iteration 23Q: 3 clusters Score -1717022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1717073.375000 Penalty: 969.587646
	Iteration 24Q: 3 clusters Score -1717073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1717095.375000 Penalty: 969.587646
	Iteration 25Q: 3 clusters Score -1717095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1717097.625000 Penalty: 969.587646
	Iteration 26Q: 3 clusters Score -1717098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1717097.250000 Penalty: 969.587646
	Iteration 27Q: 3 clusters Score -1717097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1717097.625000 Penalty: 969.587646
	Iteration 28Q: 3 clusters Score -1717098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1717096.500000 Penalty: 969.587646
	Iteration 29Q: 3 clusters Score -1717096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1717097.250000 Penalty: 969.587646
	Iteration 30Q: 3 clusters Score -1717097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1717097.000000 Penalty: 969.587646
	Iteration 31Q: 3 clusters Score -1717097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1717095.000000 Penalty: 969.587646
	Iteration 32Q: 3 clusters Score -1717095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1717095.625000 Penalty: 969.587646
	Iteration 33Q: 3 clusters Score -1717096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1717096.500000 Penalty: 969.587646
	Iteration 34Q: 3 clusters Score -1717096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1717097.375000 Penalty: 969.587646
	Iteration 35Q: 3 clusters Score -1717097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1717097.375000 Penalty: 969.587646
	Iteration 36F: 3 clusters Score -1717097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 112624 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 100654 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 134923 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 40733 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 221359 members 
Mstep: Class 14 contains 14516 members 
Mstep: Class 15 contains 302239 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 17217 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 1663 members 
Entering Unmasked Estep 
Score: -46945604.000000 Penalty: 12038.316406
Splitting cluster 9 changes total score from -46945068.000000 to -46945604.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -222030.171875 Penalty: 389.700226
	Iteration 0F: 2 clusters Score -222030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -218529.890625 Penalty: 779.400452
	Iteration 0F: 3 clusters Score -218529.9 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -219941.843750 Penalty: 779.400452
	Iteration 1F: 3 clusters Score -219941.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -220180.531250 Penalty: 779.400452
	Iteration 2F: 3 clusters Score -220180.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -220421.484375 Penalty: 779.400452
	Iteration 3F: 3 clusters Score -220421.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -220662.375000 Penalty: 779.400452
	Iteration 4F: 3 clusters Score -220662.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -220886.687500 Penalty: 779.400452
	Iteration 5F: 3 clusters Score -220886.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -221097.765625 Penalty: 779.400452
	Iteration 6F: 3 clusters Score -221097.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -221249.671875 Penalty: 779.400452
	Iteration 7Q: 3 clusters Score -221249.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -221346.312500 Penalty: 779.400452
	Iteration 8Q: 3 clusters Score -221346.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -221415.500000 Penalty: 779.400452
	Iteration 9Q: 3 clusters Score -221415.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -221467.625000 Penalty: 779.400452
	Iteration 10Q: 3 clusters Score -221467.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -221515.421875 Penalty: 779.400452
	Iteration 11Q: 3 clusters Score -221515.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -221552.750000 Penalty: 779.400452
	Iteration 12Q: 3 clusters Score -221552.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -221582.390625 Penalty: 779.400452
	Iteration 13Q: 3 clusters Score -221582.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -221610.859375 Penalty: 779.400452
	Iteration 14Q: 3 clusters Score -221610.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -221654.734375 Penalty: 779.400452
	Iteration 15Q: 3 clusters Score -221654.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -221695.281250 Penalty: 779.400452
	Iteration 16Q: 3 clusters Score -221695.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -221729.734375 Penalty: 779.400452
	Iteration 17Q: 3 clusters Score -221729.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -221758.046875 Penalty: 779.400452
	Iteration 18Q: 3 clusters Score -221758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -221784.156250 Penalty: 779.400452
	Iteration 19Q: 3 clusters Score -221784.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -221812.421875 Penalty: 779.400452
	Iteration 20F: 3 clusters Score -221812.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -221842.093750 Penalty: 779.400452
	Iteration 21Q: 3 clusters Score -221842.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -221862.718750 Penalty: 779.400452
	Iteration 22Q: 3 clusters Score -221862.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -221873.359375 Penalty: 779.400452
	Iteration 23Q: 3 clusters Score -221873.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -221877.390625 Penalty: 779.400452
	Iteration 24Q: 3 clusters Score -221877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -221881.406250 Penalty: 779.400452
	Iteration 25Q: 3 clusters Score -221881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -221883.625000 Penalty: 779.400452
	Iteration 26Q: 3 clusters Score -221883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -221885.390625 Penalty: 779.400452
	Iteration 27Q: 3 clusters Score -221885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -221886.625000 Penalty: 779.400452
	Iteration 28Q: 3 clusters Score -221886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -221888.359375 Penalty: 779.400452
	Iteration 29Q: 3 clusters Score -221888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -221889.531250 Penalty: 779.400452
	Iteration 30Q: 3 clusters Score -221889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -221891.953125 Penalty: 779.400452
	Iteration 31Q: 3 clusters Score -221892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -221893.031250 Penalty: 779.400452
	Iteration 32Q: 3 clusters Score -221893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -221894.578125 Penalty: 779.400452
	Iteration 33Q: 3 clusters Score -221894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -221895.656250 Penalty: 779.400452
	Iteration 34Q: 3 clusters Score -221895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -221896.609375 Penalty: 779.400452
	Iteration 35Q: 3 clusters Score -221896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -221897.546875 Penalty: 779.400452
	Iteration 36Q: 3 clusters Score -221897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -221897.703125 Penalty: 779.400452
	Iteration 37Q: 3 clusters Score -221897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -221898.343750 Penalty: 779.400452
	Iteration 38Q: 3 clusters Score -221898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -221898.718750 Penalty: 779.400452
	Iteration 39Q: 3 clusters Score -221898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -221899.343750 Penalty: 779.400452
	Iteration 40F: 3 clusters Score -221899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -221899.703125 Penalty: 779.400452
	Iteration 41Q: 3 clusters Score -221899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -221899.703125 Penalty: 779.400452
	Iteration 42F: 3 clusters Score -221899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -92983.765625 Penalty: 350.322235
	Iteration 0F: 2 clusters Score -92983.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -91373.046875 Penalty: 700.644470
	Iteration 0F: 3 clusters Score -91373.05 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -91914.835938 Penalty: 700.644470
	Iteration 1F: 3 clusters Score -91914.84 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92037.750000 Penalty: 700.644470
	Iteration 2F: 3 clusters Score -92037.75 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92276.734375 Penalty: 700.644470
	Iteration 3F: 3 clusters Score -92276.73 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92533.359375 Penalty: 700.644470
	Iteration 4F: 3 clusters Score -92533.36 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92713.078125 Penalty: 700.644470
	Iteration 5F: 3 clusters Score -92713.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92831.023438 Penalty: 700.644470
	Iteration 6F: 3 clusters Score -92831.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92875.906250 Penalty: 700.644470
	Iteration 7Q: 3 clusters Score -92875.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92887.171875 Penalty: 700.644470
	Iteration 8Q: 3 clusters Score -92887.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92890.921875 Penalty: 700.644470
	Iteration 9Q: 3 clusters Score -92890.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92894.000000 Penalty: 700.644470
	Iteration 10Q: 3 clusters Score -92894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92896.156250 Penalty: 700.644470
	Iteration 11Q: 3 clusters Score -92896.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92896.875000 Penalty: 700.644470
	Iteration 12Q: 3 clusters Score -92896.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92897.046875 Penalty: 700.644470
	Iteration 13Q: 3 clusters Score -92897.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92897.460938 Penalty: 700.644470
	Iteration 14Q: 3 clusters Score -92897.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92897.460938 Penalty: 700.644470
	Iteration 15F: 3 clusters Score -92897.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Entering Unmasked Estep 
Score: -2279316.750000 Penalty: 494.302673
	Iteration 0F: 2 clusters Score -2279317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -2244164.250000 Penalty: 988.605347
	Iteration 0F: 3 clusters Score -2244164 nChanged 25398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2259296.250000 Penalty: 988.605347
	Iteration 1F: 3 clusters Score -2259296 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2260160.000000 Penalty: 988.605347
	Iteration 2Q: 3 clusters Score -2260160 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2261724.750000 Penalty: 988.605347
	Iteration 3F: 3 clusters Score -2261725 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2264487.750000 Penalty: 988.605347
	Iteration 4F: 3 clusters Score -2264488 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2268467.500000 Penalty: 988.605347
	Iteration 5F: 3 clusters Score -2268468 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2272248.500000 Penalty: 988.605347
	Iteration 6F: 3 clusters Score -2272248 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2274842.250000 Penalty: 988.605347
	Iteration 7F: 3 clusters Score -2274842 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2276287.750000 Penalty: 988.605347
	Iteration 8Q: 3 clusters Score -2276288 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2277078.750000 Penalty: 988.605347
	Iteration 9Q: 3 clusters Score -2277079 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2277552.250000 Penalty: 988.605347
	Iteration 10Q: 3 clusters Score -2277552 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2277898.750000 Penalty: 988.605347
	Iteration 11Q: 3 clusters Score -2277899 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2278168.000000 Penalty: 988.605347
	Iteration 12Q: 3 clusters Score -2278168 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2278351.250000 Penalty: 988.605347
	Iteration 13Q: 3 clusters Score -2278351 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2278489.000000 Penalty: 988.605347
	Iteration 14Q: 3 clusters Score -2278489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2278603.250000 Penalty: 988.605347
	Iteration 15Q: 3 clusters Score -2278603 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2278690.500000 Penalty: 988.605347
	Iteration 16Q: 3 clusters Score -2278690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2278749.500000 Penalty: 988.605347
	Iteration 17Q: 3 clusters Score -2278750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2278780.750000 Penalty: 988.605347
	Iteration 18Q: 3 clusters Score -2278781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2278819.500000 Penalty: 988.605347
	Iteration 19Q: 3 clusters Score -2278820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2278841.500000 Penalty: 988.605347
	Iteration 20F: 3 clusters Score -2278842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2278853.250000 Penalty: 988.605347
	Iteration 21Q: 3 clusters Score -2278853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2278859.250000 Penalty: 988.605347
	Iteration 22Q: 3 clusters Score -2278859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2278864.250000 Penalty: 988.605347
	Iteration 23Q: 3 clusters Score -2278864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2278864.000000 Penalty: 988.605347
	Iteration 24Q: 3 clusters Score -2278864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2278870.000000 Penalty: 988.605347
	Iteration 25Q: 3 clusters Score -2278870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2278876.500000 Penalty: 988.605347
	Iteration 26Q: 3 clusters Score -2278876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2278877.000000 Penalty: 988.605347
	Iteration 27Q: 3 clusters Score -2278877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2278878.500000 Penalty: 988.605347
	Iteration 28Q: 3 clusters Score -2278878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2278882.000000 Penalty: 988.605347
	Iteration 29Q: 3 clusters Score -2278882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2278884.500000 Penalty: 988.605347
	Iteration 30Q: 3 clusters Score -2278884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2278886.500000 Penalty: 988.605347
	Iteration 31Q: 3 clusters Score -2278886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2278887.750000 Penalty: 988.605347
	Iteration 32Q: 3 clusters Score -2278888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2278887.750000 Penalty: 988.605347
	Iteration 33F: 3 clusters Score -2278888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (221359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221359 members 
Entering Unmasked Estep 
Score: -9844294.000000 Penalty: 559.993103
	Iteration 0F: 2 clusters Score -9844294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 110739 members 
Entering Unmasked Estep 
Score: -9694081.000000 Penalty: 1119.986206
	Iteration 0F: 3 clusters Score -9694081 nChanged 108960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -9763442.000000 Penalty: 1119.986206
	Iteration 1F: 3 clusters Score -9763442 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -9767080.000000 Penalty: 1119.986206
	Iteration 2Q: 3 clusters Score -9767080 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -9772149.000000 Penalty: 1119.986206
	Iteration 3F: 3 clusters Score -9772149 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -9778693.000000 Penalty: 1119.986206
	Iteration 4F: 3 clusters Score -9778693 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133219 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -9787334.000000 Penalty: 1119.986206
	Iteration 5F: 3 clusters Score -9787334 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138771 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -9796886.000000 Penalty: 1119.986206
	Iteration 6F: 3 clusters Score -9796886 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -9804644.000000 Penalty: 1119.986206
	Iteration 7F: 3 clusters Score -9804644 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147773 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -9809046.000000 Penalty: 1119.986206
	Iteration 8Q: 3 clusters Score -9809046 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -9811158.000000 Penalty: 1119.986206
	Iteration 9Q: 3 clusters Score -9811158 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -9812564.000000 Penalty: 1119.986206
	Iteration 10Q: 3 clusters Score -9812564 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160594 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -9813988.000000 Penalty: 1119.986206
	Iteration 11Q: 3 clusters Score -9813988 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -9815490.000000 Penalty: 1119.986206
	Iteration 12Q: 3 clusters Score -9815490 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -9817293.000000 Penalty: 1119.986206
	Iteration 13Q: 3 clusters Score -9817293 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9819067.000000 Penalty: 1119.986206
	Iteration 14Q: 3 clusters Score -9819067 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -9821043.000000 Penalty: 1119.986206
	Iteration 15Q: 3 clusters Score -9821043 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -9823145.000000 Penalty: 1119.986206
	Iteration 16Q: 3 clusters Score -9823145 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -9825396.000000 Penalty: 1119.986206
	Iteration 17Q: 3 clusters Score -9825396 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193893 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -9827795.000000 Penalty: 1119.986206
	Iteration 18Q: 3 clusters Score -9827795 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198442 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -9830242.000000 Penalty: 1119.986206
	Iteration 19Q: 3 clusters Score -9830242 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202656 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9832571.000000 Penalty: 1119.986206
	Iteration 20F: 3 clusters Score -9832571 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -9834880.000000 Penalty: 1119.986206
	Iteration 21Q: 3 clusters Score -9834880 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209768 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -9836931.000000 Penalty: 1119.986206
	Iteration 22Q: 3 clusters Score -9836931 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212541 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -9838706.000000 Penalty: 1119.986206
	Iteration 23Q: 3 clusters Score -9838706 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214790 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -9840163.000000 Penalty: 1119.986206
	Iteration 24Q: 3 clusters Score -9840163 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216451 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -9841280.000000 Penalty: 1119.986206
	Iteration 25Q: 3 clusters Score -9841280 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217675 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9842039.000000 Penalty: 1119.986206
	Iteration 26Q: 3 clusters Score -9842039 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218553 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9842503.000000 Penalty: 1119.986206
	Iteration 27Q: 3 clusters Score -9842503 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219177 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9842851.000000 Penalty: 1119.986206
	Iteration 28Q: 3 clusters Score -9842851 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219649 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9843132.000000 Penalty: 1119.986206
	Iteration 29Q: 3 clusters Score -9843132 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219972 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9843363.000000 Penalty: 1119.986206
	Iteration 30Q: 3 clusters Score -9843363 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220214 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9843506.000000 Penalty: 1119.986206
	Iteration 31Q: 3 clusters Score -9843506 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220377 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9843644.000000 Penalty: 1119.986206
	Iteration 32Q: 3 clusters Score -9843644 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220484 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9843723.000000 Penalty: 1119.986206
	Iteration 33Q: 3 clusters Score -9843723 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220545 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9843805.000000 Penalty: 1119.986206
	Iteration 34Q: 3 clusters Score -9843805 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9843845.000000 Penalty: 1119.986206
	Iteration 35Q: 3 clusters Score -9843845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9843888.000000 Penalty: 1119.986206
	Iteration 36Q: 3 clusters Score -9843888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220633 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9843912.000000 Penalty: 1119.986206
	Iteration 37Q: 3 clusters Score -9843912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220657 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9843935.000000 Penalty: 1119.986206
	Iteration 38Q: 3 clusters Score -9843935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220677 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9843971.000000 Penalty: 1119.986206
	Iteration 39Q: 3 clusters Score -9843971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220685 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9843989.000000 Penalty: 1119.986206
	Iteration 40F: 3 clusters Score -9843989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220687 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9844003.000000 Penalty: 1119.986206
	Iteration 41Q: 3 clusters Score -9844003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220682 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9844045.000000 Penalty: 1119.986206
	Iteration 42Q: 3 clusters Score -9844045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220673 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9844063.000000 Penalty: 1119.986206
	Iteration 43Q: 3 clusters Score -9844063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9844081.000000 Penalty: 1119.986206
	Iteration 44Q: 3 clusters Score -9844081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220642 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9844085.000000 Penalty: 1119.986206
	Iteration 45Q: 3 clusters Score -9844085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220631 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9844083.000000 Penalty: 1119.986206
	Iteration 46Q: 3 clusters Score -9844083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9844091.000000 Penalty: 1119.986206
	Iteration 47Q: 3 clusters Score -9844091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220611 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9844100.000000 Penalty: 1119.986206
	Iteration 48Q: 3 clusters Score -9844100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9844102.000000 Penalty: 1119.986206
	Iteration 49Q: 3 clusters Score -9844102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9844108.000000 Penalty: 1119.986206
	Iteration 50Q: 3 clusters Score -9844108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9844107.000000 Penalty: 1119.986206
	Iteration 51Q: 3 clusters Score -9844107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9844112.000000 Penalty: 1119.986206
	Iteration 52Q: 3 clusters Score -9844112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9844116.000000 Penalty: 1119.986206
	Iteration 53Q: 3 clusters Score -9844116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9844116.000000 Penalty: 1119.986206
	Iteration 54Q: 3 clusters Score -9844116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220606 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9844114.000000 Penalty: 1119.986206
	Iteration 55Q: 3 clusters Score -9844114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9844118.000000 Penalty: 1119.986206
	Iteration 56Q: 3 clusters Score -9844118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9844117.000000 Penalty: 1119.986206
	Iteration 57Q: 3 clusters Score -9844117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220602 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9844117.000000 Penalty: 1119.986206
	Iteration 58Q: 3 clusters Score -9844117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220601 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9844122.000000 Penalty: 1119.986206
	Iteration 59Q: 3 clusters Score -9844122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220600 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9844122.000000 Penalty: 1119.986206
	Iteration 60F: 3 clusters Score -9844122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9844123.000000 Penalty: 1119.986206
	Iteration 61Q: 3 clusters Score -9844123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9844124.000000 Penalty: 1119.986206
	Iteration 62Q: 3 clusters Score -9844124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9844124.000000 Penalty: 1119.986206
	Iteration 63Q: 3 clusters Score -9844124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9844124.000000 Penalty: 1119.986206
	Iteration 64F: 3 clusters Score -9844124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Entering Unmasked Estep 
Score: -625383.062500 Penalty: 436.026825
	Iteration 0F: 2 clusters Score -625383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -615704.500000 Penalty: 872.053650
	Iteration 0F: 3 clusters Score -615704.5 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -619878.500000 Penalty: 872.053650
	Iteration 1F: 3 clusters Score -619878.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -620258.750000 Penalty: 872.053650
	Iteration 2F: 3 clusters Score -620258.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -620781.750000 Penalty: 872.053650
	Iteration 3F: 3 clusters Score -620781.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -621550.750000 Penalty: 872.053650
	Iteration 4F: 3 clusters Score -621550.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -622498.250000 Penalty: 872.053650
	Iteration 5F: 3 clusters Score -622498.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -623225.625000 Penalty: 872.053650
	Iteration 6F: 3 clusters Score -623225.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -623679.250000 Penalty: 872.053650
	Iteration 7Q: 3 clusters Score -623679.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -624052.750000 Penalty: 872.053650
	Iteration 8Q: 3 clusters Score -624052.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -624440.687500 Penalty: 872.053650
	Iteration 9Q: 3 clusters Score -624440.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -624825.875000 Penalty: 872.053650
	Iteration 10Q: 3 clusters Score -624825.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -625149.875000 Penalty: 872.053650
	Iteration 11Q: 3 clusters Score -625149.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -625337.687500 Penalty: 872.053650
	Iteration 12Q: 3 clusters Score -625337.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -625429.625000 Penalty: 872.053650
	Iteration 13Q: 3 clusters Score -625429.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -625469.187500 Penalty: 872.053650
	Iteration 14Q: 3 clusters Score -625469.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -625481.500000 Penalty: 872.053650
	Iteration 15Q: 3 clusters Score -625481.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -625484.125000 Penalty: 872.053650
	Iteration 16Q: 3 clusters Score -625484.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -625491.437500 Penalty: 872.053650
	Iteration 17Q: 3 clusters Score -625491.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -625494.125000 Penalty: 872.053650
	Iteration 18Q: 3 clusters Score -625494.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -625494.625000 Penalty: 872.053650
	Iteration 19Q: 3 clusters Score -625494.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -625501.625000 Penalty: 872.053650
	Iteration 20F: 3 clusters Score -625501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -625499.750000 Penalty: 872.053650
	Iteration 21Q: 3 clusters Score -625499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -625501.250000 Penalty: 872.053650
	Iteration 22Q: 3 clusters Score -625501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -625500.062500 Penalty: 872.053650
	Iteration 23Q: 3 clusters Score -625500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -625501.750000 Penalty: 872.053650
	Iteration 24Q: 3 clusters Score -625501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -625502.125000 Penalty: 872.053650
	Iteration 25Q: 3 clusters Score -625502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -625501.000000 Penalty: 872.053650
	Iteration 26Q: 3 clusters Score -625501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -625501.500000 Penalty: 872.053650
	Iteration 27Q: 3 clusters Score -625501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -625502.500000 Penalty: 872.053650
	Iteration 28Q: 3 clusters Score -625502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -625501.937500 Penalty: 872.053650
	Iteration 29Q: 3 clusters Score -625501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -625502.187500 Penalty: 872.053650
	Iteration 30Q: 3 clusters Score -625502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -625502.812500 Penalty: 872.053650
	Iteration 31Q: 3 clusters Score -625502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -625502.812500 Penalty: 872.053650
	Iteration 32F: 3 clusters Score -625502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 112624 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 100654 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 134923 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 40733 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 221359 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 302239 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 17217 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 4898 members 
Entering Unmasked Estep 
Score: -46945552.000000 Penalty: 12671.912109
Splitting cluster 14 changes total score from -46945068.000000 to -46945552.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (302239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302239 members 
Entering Unmasked Estep 
Score: -13463046.000000 Penalty: 574.163330
	Iteration 0F: 2 clusters Score -1.346305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -13259871.000000 Penalty: 1148.326660
	Iteration 0F: 3 clusters Score -1.325987e+07 nChanged 149601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -13351911.000000 Penalty: 1148.326660
	Iteration 1F: 3 clusters Score -1.335191e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -13354731.000000 Penalty: 1148.326660
	Iteration 2Q: 3 clusters Score -1.335473e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166146 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -13359546.000000 Penalty: 1148.326660
	Iteration 3Q: 3 clusters Score -1.335955e+07 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -13367679.000000 Penalty: 1148.326660
	Iteration 4Q: 3 clusters Score -1.336768e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -13381131.000000 Penalty: 1148.326660
	Iteration 5F: 3 clusters Score -1.338113e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193813 members 
Mstep: Class 2 contains 108426 members 
Entering Unmasked Estep 
Score: -13398015.000000 Penalty: 1148.326660
	Iteration 6F: 3 clusters Score -1.339802e+07 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202732 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -13410551.000000 Penalty: 1148.326660
	Iteration 7F: 3 clusters Score -1.341055e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209902 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -13416360.000000 Penalty: 1148.326660
	Iteration 8Q: 3 clusters Score -1.341636e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216931 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -13419377.000000 Penalty: 1148.326660
	Iteration 9Q: 3 clusters Score -1.341938e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224326 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -13421790.000000 Penalty: 1148.326660
	Iteration 10Q: 3 clusters Score -1.342179e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232080 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -13424437.000000 Penalty: 1148.326660
	Iteration 11Q: 3 clusters Score -1.342444e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240322 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -13427674.000000 Penalty: 1148.326660
	Iteration 12Q: 3 clusters Score -1.342767e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248861 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -13431235.000000 Penalty: 1148.326660
	Iteration 13Q: 3 clusters Score -1.343124e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257392 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -13435393.000000 Penalty: 1148.326660
	Iteration 14Q: 3 clusters Score -1.343539e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265710 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -13439969.000000 Penalty: 1148.326660
	Iteration 15Q: 3 clusters Score -1.343997e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273620 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -13444780.000000 Penalty: 1148.326660
	Iteration 16Q: 3 clusters Score -1.344478e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280812 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -13449598.000000 Penalty: 1148.326660
	Iteration 17Q: 3 clusters Score -1.34496e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286984 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -13453542.000000 Penalty: 1148.326660
	Iteration 18Q: 3 clusters Score -1.345354e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292134 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -13456829.000000 Penalty: 1148.326660
	Iteration 19Q: 3 clusters Score -1.345683e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296287 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -13459395.000000 Penalty: 1148.326660
	Iteration 20F: 3 clusters Score -1.34594e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299427 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -13461201.000000 Penalty: 1148.326660
	Iteration 21Q: 3 clusters Score -1.34612e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301192 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13462044.000000 Penalty: 1148.326660
	Iteration 22Q: 3 clusters Score -1.346204e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301851 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13462379.000000 Penalty: 1148.326660
	Iteration 23Q: 3 clusters Score -1.346238e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302070 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13462469.000000 Penalty: 1148.326660
	Iteration 24Q: 3 clusters Score -1.346247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302137 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13462505.000000 Penalty: 1148.326660
	Iteration 25Q: 3 clusters Score -1.34625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302164 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13462537.000000 Penalty: 1148.326660
	Iteration 26Q: 3 clusters Score -1.346254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302177 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13462551.000000 Penalty: 1148.326660
	Iteration 27Q: 3 clusters Score -1.346255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302185 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13462548.000000 Penalty: 1148.326660
	Iteration 28Q: 3 clusters Score -1.346255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302188 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13462543.000000 Penalty: 1148.326660
	Iteration 29Q: 3 clusters Score -1.346254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302190 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13462552.000000 Penalty: 1148.326660
	Iteration 30Q: 3 clusters Score -1.346255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302191 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13462550.000000 Penalty: 1148.326660
	Iteration 31Q: 3 clusters Score -1.346255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302191 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13462550.000000 Penalty: 1148.326660
	Iteration 32F: 3 clusters Score -1.346255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -44810.125000 Penalty: 323.126251
	Iteration 0F: 2 clusters Score -44810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43838.117188 Penalty: 646.252502
	Iteration 0F: 3 clusters Score -43838.12 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44146.093750 Penalty: 646.252502
	Iteration 1F: 3 clusters Score -44146.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44228.703125 Penalty: 646.252502
	Iteration 2F: 3 clusters Score -44228.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44290.750000 Penalty: 646.252502
	Iteration 3F: 3 clusters Score -44290.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -44349.125000 Penalty: 646.252502
	Iteration 4F: 3 clusters Score -44349.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44383.394531 Penalty: 646.252502
	Iteration 5Q: 3 clusters Score -44383.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44401.464844 Penalty: 646.252502
	Iteration 6Q: 3 clusters Score -44401.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -44420.324219 Penalty: 646.252502
	Iteration 7Q: 3 clusters Score -44420.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44437.687500 Penalty: 646.252502
	Iteration 8Q: 3 clusters Score -44437.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44453.933594 Penalty: 646.252502
	Iteration 9Q: 3 clusters Score -44453.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -44463.500000 Penalty: 646.252502
	Iteration 10Q: 3 clusters Score -44463.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44472.265625 Penalty: 646.252502
	Iteration 11Q: 3 clusters Score -44472.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44483.757812 Penalty: 646.252502
	Iteration 12Q: 3 clusters Score -44483.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44492.335938 Penalty: 646.252502
	Iteration 13Q: 3 clusters Score -44492.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44501.589844 Penalty: 646.252502
	Iteration 14Q: 3 clusters Score -44501.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44509.410156 Penalty: 646.252502
	Iteration 15Q: 3 clusters Score -44509.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44517.121094 Penalty: 646.252502
	Iteration 16Q: 3 clusters Score -44517.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44523.746094 Penalty: 646.252502
	Iteration 17Q: 3 clusters Score -44523.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44532.613281 Penalty: 646.252502
	Iteration 18Q: 3 clusters Score -44532.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44541.324219 Penalty: 646.252502
	Iteration 19Q: 3 clusters Score -44541.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44548.472656 Penalty: 646.252502
	Iteration 20F: 3 clusters Score -44548.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44554.027344 Penalty: 646.252502
	Iteration 21Q: 3 clusters Score -44554.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44558.046875 Penalty: 646.252502
	Iteration 22Q: 3 clusters Score -44558.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44559.851562 Penalty: 646.252502
	Iteration 23Q: 3 clusters Score -44559.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44562.539062 Penalty: 646.252502
	Iteration 24Q: 3 clusters Score -44562.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44565.492188 Penalty: 646.252502
	Iteration 25Q: 3 clusters Score -44565.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44568.222656 Penalty: 646.252502
	Iteration 26Q: 3 clusters Score -44568.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44570.023438 Penalty: 646.252502
	Iteration 27Q: 3 clusters Score -44570.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44571.445312 Penalty: 646.252502
	Iteration 28Q: 3 clusters Score -44571.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44573.078125 Penalty: 646.252502
	Iteration 29Q: 3 clusters Score -44573.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44575.140625 Penalty: 646.252502
	Iteration 30Q: 3 clusters Score -44575.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44577.957031 Penalty: 646.252502
	Iteration 31Q: 3 clusters Score -44577.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44580.089844 Penalty: 646.252502
	Iteration 32Q: 3 clusters Score -44580.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44580.863281 Penalty: 646.252502
	Iteration 33Q: 3 clusters Score -44580.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44581.902344 Penalty: 646.252502
	Iteration 34Q: 3 clusters Score -44581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44583.175781 Penalty: 646.252502
	Iteration 35Q: 3 clusters Score -44583.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44584.484375 Penalty: 646.252502
	Iteration 36Q: 3 clusters Score -44584.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44584.941406 Penalty: 646.252502
	Iteration 37Q: 3 clusters Score -44584.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44584.941406 Penalty: 646.252502
	Iteration 38F: 3 clusters Score -44584.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Entering Unmasked Estep 
Score: -735056.875000 Penalty: 443.791199
	Iteration 0F: 2 clusters Score -735056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -723668.062500 Penalty: 887.582397
	Iteration 0F: 3 clusters Score -723668.1 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -729209.562500 Penalty: 887.582397
	Iteration 1F: 3 clusters Score -729209.6 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -730306.000000 Penalty: 887.582397
	Iteration 2F: 3 clusters Score -730306 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -731465.875000 Penalty: 887.582397
	Iteration 3F: 3 clusters Score -731465.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -732607.500000 Penalty: 887.582397
	Iteration 4F: 3 clusters Score -732607.5 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -733361.812500 Penalty: 887.582397
	Iteration 5F: 3 clusters Score -733361.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -733628.312500 Penalty: 887.582397
	Iteration 6Q: 3 clusters Score -733628.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -733746.437500 Penalty: 887.582397
	Iteration 7Q: 3 clusters Score -733746.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -733807.625000 Penalty: 887.582397
	Iteration 8Q: 3 clusters Score -733807.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -733840.000000 Penalty: 887.582397
	Iteration 9Q: 3 clusters Score -733840 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -733869.187500 Penalty: 887.582397
	Iteration 10Q: 3 clusters Score -733869.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -733896.000000 Penalty: 887.582397
	Iteration 11Q: 3 clusters Score -733896 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -733926.625000 Penalty: 887.582397
	Iteration 12Q: 3 clusters Score -733926.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -733955.000000 Penalty: 887.582397
	Iteration 13Q: 3 clusters Score -733955 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -733980.500000 Penalty: 887.582397
	Iteration 14Q: 3 clusters Score -733980.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -734008.437500 Penalty: 887.582397
	Iteration 15Q: 3 clusters Score -734008.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -734030.562500 Penalty: 887.582397
	Iteration 16Q: 3 clusters Score -734030.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -734067.062500 Penalty: 887.582397
	Iteration 17Q: 3 clusters Score -734067.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -734115.875000 Penalty: 887.582397
	Iteration 18Q: 3 clusters Score -734115.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -734175.000000 Penalty: 887.582397
	Iteration 19Q: 3 clusters Score -734175 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -734229.750000 Penalty: 887.582397
	Iteration 20F: 3 clusters Score -734229.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -734282.750000 Penalty: 887.582397
	Iteration 21Q: 3 clusters Score -734282.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -734349.250000 Penalty: 887.582397
	Iteration 22Q: 3 clusters Score -734349.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -734421.625000 Penalty: 887.582397
	Iteration 23Q: 3 clusters Score -734421.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -734483.750000 Penalty: 887.582397
	Iteration 24Q: 3 clusters Score -734483.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -734543.875000 Penalty: 887.582397
	Iteration 25Q: 3 clusters Score -734543.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -734601.125000 Penalty: 887.582397
	Iteration 26Q: 3 clusters Score -734601.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -734664.625000 Penalty: 887.582397
	Iteration 27Q: 3 clusters Score -734664.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -734712.875000 Penalty: 887.582397
	Iteration 28Q: 3 clusters Score -734712.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -734751.062500 Penalty: 887.582397
	Iteration 29Q: 3 clusters Score -734751.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -734777.125000 Penalty: 887.582397
	Iteration 30Q: 3 clusters Score -734777.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -734791.062500 Penalty: 887.582397
	Iteration 31Q: 3 clusters Score -734791.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -734809.187500 Penalty: 887.582397
	Iteration 32Q: 3 clusters Score -734809.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -734821.687500 Penalty: 887.582397
	Iteration 33Q: 3 clusters Score -734821.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -734835.750000 Penalty: 887.582397
	Iteration 34Q: 3 clusters Score -734835.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -734843.750000 Penalty: 887.582397
	Iteration 35Q: 3 clusters Score -734843.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -734852.125000 Penalty: 887.582397
	Iteration 36Q: 3 clusters Score -734852.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -734855.312500 Penalty: 887.582397
	Iteration 37Q: 3 clusters Score -734855.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -734857.812500 Penalty: 887.582397
	Iteration 38Q: 3 clusters Score -734857.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -734866.625000 Penalty: 887.582397
	Iteration 39Q: 3 clusters Score -734866.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -734871.500000 Penalty: 887.582397
	Iteration 40F: 3 clusters Score -734871.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -734874.750000 Penalty: 887.582397
	Iteration 41Q: 3 clusters Score -734874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -734877.312500 Penalty: 887.582397
	Iteration 42Q: 3 clusters Score -734877.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -734877.125000 Penalty: 887.582397
	Iteration 43Q: 3 clusters Score -734877.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -734879.312500 Penalty: 887.582397
	Iteration 44Q: 3 clusters Score -734879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -734880.062500 Penalty: 887.582397
	Iteration 45Q: 3 clusters Score -734880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -734880.750000 Penalty: 887.582397
	Iteration 46Q: 3 clusters Score -734880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -734881.625000 Penalty: 887.582397
	Iteration 47Q: 3 clusters Score -734881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -734881.687500 Penalty: 887.582397
	Iteration 48Q: 3 clusters Score -734881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -734882.375000 Penalty: 887.582397
	Iteration 49Q: 3 clusters Score -734882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -734882.000000 Penalty: 887.582397
	Iteration 50Q: 3 clusters Score -734882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -734883.187500 Penalty: 887.582397
	Iteration 51Q: 3 clusters Score -734883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -734882.875000 Penalty: 887.582397
	Iteration 52Q: 3 clusters Score -734882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -734884.500000 Penalty: 887.582397
	Iteration 53Q: 3 clusters Score -734884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -734886.062500 Penalty: 887.582397
	Iteration 54Q: 3 clusters Score -734886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -734886.687500 Penalty: 887.582397
	Iteration 55Q: 3 clusters Score -734886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -734886.750000 Penalty: 887.582397
	Iteration 56Q: 3 clusters Score -734886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -734888.375000 Penalty: 887.582397
	Iteration 57Q: 3 clusters Score -734888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -734888.250000 Penalty: 887.582397
	Iteration 58Q: 3 clusters Score -734888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -734889.000000 Penalty: 887.582397
	Iteration 59Q: 3 clusters Score -734889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -734890.500000 Penalty: 887.582397
	Iteration 60F: 3 clusters Score -734890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -734889.375000 Penalty: 887.582397
	Iteration 61Q: 3 clusters Score -734889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -734891.312500 Penalty: 887.582397
	Iteration 62Q: 3 clusters Score -734891.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -734895.312500 Penalty: 887.582397
	Iteration 63Q: 3 clusters Score -734895.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -734899.250000 Penalty: 887.582397
	Iteration 64Q: 3 clusters Score -734899.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -734900.875000 Penalty: 887.582397
	Iteration 65Q: 3 clusters Score -734900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -734902.250000 Penalty: 887.582397
	Iteration 66Q: 3 clusters Score -734902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -734903.187500 Penalty: 887.582397
	Iteration 67Q: 3 clusters Score -734903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -734904.687500 Penalty: 887.582397
	Iteration 68Q: 3 clusters Score -734904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -734904.687500 Penalty: 887.582397
	Iteration 69Q: 3 clusters Score -734904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -734907.375000 Penalty: 887.582397
	Iteration 70Q: 3 clusters Score -734907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -734906.937500 Penalty: 887.582397
	Iteration 71Q: 3 clusters Score -734906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -734909.375000 Penalty: 887.582397
	Iteration 72Q: 3 clusters Score -734909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -734910.812500 Penalty: 887.582397
	Iteration 73Q: 3 clusters Score -734910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -734910.937500 Penalty: 887.582397
	Iteration 74Q: 3 clusters Score -734910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -734912.875000 Penalty: 887.582397
	Iteration 75Q: 3 clusters Score -734912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -734912.437500 Penalty: 887.582397
	Iteration 76Q: 3 clusters Score -734912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -734914.062500 Penalty: 887.582397
	Iteration 77Q: 3 clusters Score -734914.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -734913.312500 Penalty: 887.582397
	Iteration 78Q: 3 clusters Score -734913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -734914.500000 Penalty: 887.582397
	Iteration 79Q: 3 clusters Score -734914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -734915.187500 Penalty: 887.582397
	Iteration 80F: 3 clusters Score -734915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -734917.125000 Penalty: 887.582397
	Iteration 81Q: 3 clusters Score -734917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -734918.500000 Penalty: 887.582397
	Iteration 82Q: 3 clusters Score -734918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -734917.812500 Penalty: 887.582397
	Iteration 83Q: 3 clusters Score -734917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -734918.187500 Penalty: 887.582397
	Iteration 84Q: 3 clusters Score -734918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -734920.125000 Penalty: 887.582397
	Iteration 85Q: 3 clusters Score -734920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -734919.750000 Penalty: 887.582397
	Iteration 86Q: 3 clusters Score -734919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -734921.875000 Penalty: 887.582397
	Iteration 87Q: 3 clusters Score -734921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -734921.937500 Penalty: 887.582397
	Iteration 88Q: 3 clusters Score -734921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -734923.000000 Penalty: 887.582397
	Iteration 89Q: 3 clusters Score -734923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -734923.062500 Penalty: 887.582397
	Iteration 90Q: 3 clusters Score -734923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -734923.875000 Penalty: 887.582397
	Iteration 91Q: 3 clusters Score -734923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -734925.062500 Penalty: 887.582397
	Iteration 92Q: 3 clusters Score -734925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -734926.375000 Penalty: 887.582397
	Iteration 93Q: 3 clusters Score -734926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -734926.875000 Penalty: 887.582397
	Iteration 94Q: 3 clusters Score -734926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -734926.812500 Penalty: 887.582397
	Iteration 95Q: 3 clusters Score -734926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -734926.750000 Penalty: 887.582397
	Iteration 96Q: 3 clusters Score -734926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -734926.937500 Penalty: 887.582397
	Iteration 97Q: 3 clusters Score -734926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -734927.687500 Penalty: 887.582397
	Iteration 98Q: 3 clusters Score -734927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -734928.625000 Penalty: 887.582397
	Iteration 99Q: 3 clusters Score -734928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -734928.562500 Penalty: 887.582397
	Iteration 100F: 3 clusters Score -734928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -734929.000000 Penalty: 887.582397
	Iteration 101Q: 3 clusters Score -734929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -734928.125000 Penalty: 887.582397
	Iteration 102Q: 3 clusters Score -734928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -734928.312500 Penalty: 887.582397
	Iteration 103Q: 3 clusters Score -734928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -734928.062500 Penalty: 887.582397
	Iteration 104Q: 3 clusters Score -734928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -734928.062500 Penalty: 887.582397
	Iteration 105F: 3 clusters Score -734928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Entering Unmasked Estep 
Score: -1167.878784 Penalty: 168.967529
	Iteration 0F: 2 clusters Score -1167.879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1091.232910 Penalty: 337.935059
	Iteration 0F: 3 clusters Score -1091.233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1101.606201 Penalty: 337.935059
	Iteration 1F: 3 clusters Score -1101.606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 112624 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 100654 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 134923 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 40733 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 221359 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 302239 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 17217 members 
Mstep: Class 18 contains 41 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945924.000000 Penalty: 12671.912109
Iteration 279Q: 21 clusters Score -4.694592e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 112541 members 
Mstep: Class 3 contains 25847 members 
Mstep: Class 4 contains 100076 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 133612 members 
Mstep: Class 7 contains 20982 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 40447 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 52193 members 
Mstep: Class 13 contains 222770 members 
Mstep: Class 14 contains 9695 members 
Mstep: Class 15 contains 302996 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946856.000000 Penalty: 12671.912109
Iteration 280F: 21 clusters Score -4.694686e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 112397 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 99410 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 132237 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 40279 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 52133 members 
Mstep: Class 13 contains 223966 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 303518 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947624.000000 Penalty: 12671.912109
Iteration 281Q: 21 clusters Score -4.694762e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 112222 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 98782 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 130947 members 
Mstep: Class 7 contains 20964 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 52059 members 
Mstep: Class 13 contains 225048 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 304068 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 17098 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947768.000000 Penalty: 12671.912109
Iteration 282Q: 21 clusters Score -4.694777e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 112081 members 
Mstep: Class 3 contains 25845 members 
Mstep: Class 4 contains 98151 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 6 contains 129663 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40189 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 51965 members 
Mstep: Class 13 contains 226102 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 15 contains 304678 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 16982 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947964.000000 Penalty: 12671.912109
Iteration 283Q: 21 clusters Score -4.694796e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 111871 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 97585 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 128385 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40172 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 51896 members 
Mstep: Class 13 contains 227212 members 
Mstep: Class 14 contains 9961 members 
Mstep: Class 15 contains 305207 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 16920 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948052.000000 Penalty: 12671.912109
Iteration 284Q: 21 clusters Score -4.694805e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 111680 members 
Mstep: Class 3 contains 25848 members 
Mstep: Class 4 contains 96944 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 127107 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40162 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 51821 members 
Mstep: Class 13 contains 228357 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 305805 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 16897 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948232.000000 Penalty: 12671.912109
Iteration 285Q: 21 clusters Score -4.694823e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 111454 members 
Mstep: Class 3 contains 25847 members 
Mstep: Class 4 contains 96334 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 125750 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40178 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 51765 members 
Mstep: Class 13 contains 229636 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 306374 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 16878 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948236.000000 Penalty: 12671.912109
Iteration 286Q: 21 clusters Score -4.694824e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 111218 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 95702 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 124364 members 
Mstep: Class 7 contains 20939 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40196 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 51698 members 
Mstep: Class 13 contains 231005 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 306959 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 16897 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947916.000000 Penalty: 12671.912109
Iteration 287Q: 21 clusters Score -4.694792e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 110969 members 
Mstep: Class 3 contains 25831 members 
Mstep: Class 4 contains 95171 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 122930 members 
Mstep: Class 7 contains 20941 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 51658 members 
Mstep: Class 13 contains 232441 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 307463 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 16912 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947852.000000 Penalty: 12671.912109
Iteration 288Q: 21 clusters Score -4.694785e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 110715 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 94595 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 121523 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40203 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 51602 members 
Mstep: Class 13 contains 233909 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 307993 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 16943 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 5049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947496.000000 Penalty: 12671.912109
Iteration 289Q: 21 clusters Score -4.69475e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 110468 members 
Mstep: Class 3 contains 25836 members 
Mstep: Class 4 contains 93989 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 120224 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40226 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 51525 members 
Mstep: Class 13 contains 235316 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 15 contains 308542 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 16985 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947460.000000 Penalty: 12671.912109
Iteration 290Q: 21 clusters Score -4.694746e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 110230 members 
Mstep: Class 3 contains 25840 members 
Mstep: Class 4 contains 93388 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 118947 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40233 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 51473 members 
Mstep: Class 13 contains 236750 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 309045 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 17020 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947356.000000 Penalty: 12671.912109
Iteration 291Q: 21 clusters Score -4.694736e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 109990 members 
Mstep: Class 3 contains 25845 members 
Mstep: Class 4 contains 92786 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 117678 members 
Mstep: Class 7 contains 20932 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40243 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 51423 members 
Mstep: Class 13 contains 238360 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 309408 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 17074 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947148.000000 Penalty: 12671.912109
Iteration 292Q: 21 clusters Score -4.694715e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 109748 members 
Mstep: Class 3 contains 25850 members 
Mstep: Class 4 contains 92174 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 116480 members 
Mstep: Class 7 contains 20943 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40267 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 51355 members 
Mstep: Class 13 contains 239883 members 
Mstep: Class 14 contains 10378 members 
Mstep: Class 15 contains 309800 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 17126 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947292.000000 Penalty: 12671.912109
Iteration 293Q: 21 clusters Score -4.694729e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 109483 members 
Mstep: Class 3 contains 25846 members 
Mstep: Class 4 contains 91635 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 115309 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40286 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 51276 members 
Mstep: Class 13 contains 241443 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 310114 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 17193 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6138 members 
Mstep: Class 20 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 294Q: 21 clusters Score -4.694739e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 109261 members 
Mstep: Class 3 contains 25854 members 
Mstep: Class 4 contains 91063 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 114133 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40302 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 51193 members 
Mstep: Class 13 contains 243064 members 
Mstep: Class 14 contains 10435 members 
Mstep: Class 15 contains 310411 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 17239 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6203 members 
Mstep: Class 20 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 21 clusters Score -4.694705e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 109049 members 
Mstep: Class 3 contains 25853 members 
Mstep: Class 4 contains 90479 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 113013 members 
Mstep: Class 7 contains 20971 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 51092 members 
Mstep: Class 13 contains 244642 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 310735 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 17268 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6258 members 
Mstep: Class 20 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 21 clusters Score -4.69471e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 108826 members 
Mstep: Class 3 contains 25863 members 
Mstep: Class 4 contains 89912 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 111890 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40329 members 
Mstep: Class 10 contains 5242 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 50976 members 
Mstep: Class 13 contains 246201 members 
Mstep: Class 14 contains 10489 members 
Mstep: Class 15 contains 311119 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 17313 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 21 clusters Score -4.69468e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 108611 members 
Mstep: Class 3 contains 25874 members 
Mstep: Class 4 contains 89382 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 110758 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 50862 members 
Mstep: Class 13 contains 247865 members 
Mstep: Class 14 contains 10513 members 
Mstep: Class 15 contains 311392 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 17322 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6320 members 
Mstep: Class 20 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 298Q: 21 clusters Score -4.69466e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 108380 members 
Mstep: Class 3 contains 25892 members 
Mstep: Class 4 contains 88837 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 109651 members 
Mstep: Class 7 contains 21001 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40355 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 50734 members 
Mstep: Class 13 contains 249546 members 
Mstep: Class 14 contains 10542 members 
Mstep: Class 15 contains 311643 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 21 clusters Score -4.694643e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 108137 members 
Mstep: Class 3 contains 25895 members 
Mstep: Class 4 contains 88267 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 108549 members 
Mstep: Class 7 contains 21012 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40376 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 50604 members 
Mstep: Class 13 contains 251249 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 311872 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 20 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 300F: 21 clusters Score -4.694625e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 107935 members 
Mstep: Class 3 contains 25915 members 
Mstep: Class 4 contains 87700 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 107403 members 
Mstep: Class 7 contains 21023 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 50479 members 
Mstep: Class 13 contains 252981 members 
Mstep: Class 14 contains 10577 members 
Mstep: Class 15 contains 312031 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 17388 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6449 members 
Mstep: Class 20 contains 5017 members 
Entering Unmasked Estep 
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Iteration 301Q: 21 clusters Score -4.694617e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 107748 members 
Mstep: Class 3 contains 25926 members 
Mstep: Class 4 contains 87150 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 106290 members 
Mstep: Class 7 contains 21034 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40387 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 50361 members 
Mstep: Class 13 contains 254681 members 
Mstep: Class 14 contains 10590 members 
Mstep: Class 15 contains 312159 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17407 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 5021 members 
Entering Unmasked Estep 
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Iteration 302Q: 21 clusters Score -4.694601e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 107572 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 4 contains 86658 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 105123 members 
Mstep: Class 7 contains 21049 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40396 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 13 contains 256477 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 312189 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17419 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 21 clusters Score -4.694604e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 107390 members 
Mstep: Class 3 contains 25922 members 
Mstep: Class 4 contains 86164 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 103941 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 50162 members 
Mstep: Class 13 contains 258259 members 
Mstep: Class 14 contains 10622 members 
Mstep: Class 15 contains 312253 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17433 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6625 members 
Mstep: Class 20 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946156.000000 Penalty: 12671.912109
Iteration 304Q: 21 clusters Score -4.694616e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 107190 members 
Mstep: Class 3 contains 25915 members 
Mstep: Class 4 contains 85701 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 102725 members 
Mstep: Class 7 contains 21087 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40399 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 50042 members 
Mstep: Class 13 contains 260107 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 312297 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945944.000000 Penalty: 12671.912109
Iteration 305Q: 21 clusters Score -4.694594e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 106999 members 
Mstep: Class 3 contains 25900 members 
Mstep: Class 4 contains 85282 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 101551 members 
Mstep: Class 7 contains 21111 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 40406 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 49926 members 
Mstep: Class 13 contains 261888 members 
Mstep: Class 14 contains 10668 members 
Mstep: Class 15 contains 312294 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 17473 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6715 members 
Mstep: Class 20 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946044.000000 Penalty: 12671.912109
Iteration 306Q: 21 clusters Score -4.694604e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 106851 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 84798 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 100413 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 40414 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 49812 members 
Mstep: Class 13 contains 263671 members 
Mstep: Class 14 contains 10687 members 
Mstep: Class 15 contains 312293 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6759 members 
Mstep: Class 20 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946108.000000 Penalty: 12671.912109
Iteration 307Q: 21 clusters Score -4.694611e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 106690 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 84357 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 99233 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 40422 members 
Mstep: Class 10 contains 5152 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 49714 members 
Mstep: Class 13 contains 265504 members 
Mstep: Class 14 contains 10709 members 
Mstep: Class 15 contains 312248 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6803 members 
Mstep: Class 20 contains 5046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946288.000000 Penalty: 12671.912109
Iteration 308Q: 21 clusters Score -4.694629e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 106577 members 
Mstep: Class 3 contains 25894 members 
Mstep: Class 4 contains 83890 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 98121 members 
Mstep: Class 7 contains 21174 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40420 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 49595 members 
Mstep: Class 13 contains 267305 members 
Mstep: Class 14 contains 10731 members 
Mstep: Class 15 contains 312207 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17530 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946560.000000 Penalty: 12671.912109
Iteration 309Q: 21 clusters Score -4.694656e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 106468 members 
Mstep: Class 3 contains 25899 members 
Mstep: Class 4 contains 83500 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 97057 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40425 members 
Mstep: Class 10 contains 5124 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 49483 members 
Mstep: Class 13 contains 269067 members 
Mstep: Class 14 contains 10751 members 
Mstep: Class 15 contains 312068 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6863 members 
Mstep: Class 20 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946620.000000 Penalty: 12671.912109
Iteration 310Q: 21 clusters Score -4.694662e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 106368 members 
Mstep: Class 3 contains 25900 members 
Mstep: Class 4 contains 83109 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 96014 members 
Mstep: Class 7 contains 21215 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 49370 members 
Mstep: Class 13 contains 270817 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 311916 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946544.000000 Penalty: 12671.912109
Iteration 311Q: 21 clusters Score -4.694654e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 106241 members 
Mstep: Class 3 contains 25897 members 
Mstep: Class 4 contains 82801 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 94892 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40438 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 49277 members 
Mstep: Class 13 contains 272631 members 
Mstep: Class 14 contains 10774 members 
Mstep: Class 15 contains 311697 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6919 members 
Mstep: Class 20 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946872.000000 Penalty: 12671.912109
Iteration 312Q: 21 clusters Score -4.694687e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 106122 members 
Mstep: Class 3 contains 25901 members 
Mstep: Class 4 contains 82456 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 93772 members 
Mstep: Class 7 contains 21253 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40442 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 49193 members 
Mstep: Class 13 contains 274378 members 
Mstep: Class 14 contains 10787 members 
Mstep: Class 15 contains 311556 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17530 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6945 members 
Mstep: Class 20 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 313Q: 21 clusters Score -4.694683e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 105998 members 
Mstep: Class 3 contains 25901 members 
Mstep: Class 4 contains 82098 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 92735 members 
Mstep: Class 7 contains 21265 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40438 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 49080 members 
Mstep: Class 13 contains 276154 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 311366 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17540 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 314Q: 21 clusters Score -4.694697e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 105883 members 
Mstep: Class 3 contains 25904 members 
Mstep: Class 4 contains 81751 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 91617 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 48969 members 
Mstep: Class 13 contains 278057 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 311110 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17542 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6979 members 
Mstep: Class 20 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 315Q: 21 clusters Score -4.69472e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 105790 members 
Mstep: Class 3 contains 25900 members 
Mstep: Class 4 contains 81365 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 90479 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40417 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 48846 members 
Mstep: Class 13 contains 279969 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 310927 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 6989 members 
Mstep: Class 20 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 316Q: 21 clusters Score -4.694733e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 105686 members 
Mstep: Class 3 contains 25887 members 
Mstep: Class 4 contains 81003 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 89388 members 
Mstep: Class 7 contains 21297 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40427 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 48704 members 
Mstep: Class 13 contains 281809 members 
Mstep: Class 14 contains 10846 members 
Mstep: Class 15 contains 310743 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 17523 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7007 members 
Mstep: Class 20 contains 5075 members 
Entering Unmasked Estep 
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Iteration 317Q: 21 clusters Score -4.694743e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 105574 members 
Mstep: Class 3 contains 25876 members 
Mstep: Class 4 contains 80712 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 88345 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40429 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 48553 members 
Mstep: Class 13 contains 283623 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 310501 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17514 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 318Q: 21 clusters Score -4.694755e+07 nChanged 2899
Entering ConstructFrom: 
Score: -46947548.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (61907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Entering Unmasked Estep 
Score: -2741600.500000 Penalty: 502.019165
	Iteration 0F: 2 clusters Score -2741600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -2699975.500000 Penalty: 1004.038330
	Iteration 0F: 3 clusters Score -2699976 nChanged 30096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -2717908.250000 Penalty: 1004.038330
	Iteration 1F: 3 clusters Score -2717908 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -2718336.500000 Penalty: 1004.038330
	Iteration 2Q: 3 clusters Score -2718336 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -2718758.750000 Penalty: 1004.038330
	Iteration 3Q: 3 clusters Score -2718759 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -2719260.000000 Penalty: 1004.038330
	Iteration 4Q: 3 clusters Score -2719260 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -2719926.250000 Penalty: 1004.038330
	Iteration 5Q: 3 clusters Score -2719926 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -2720880.000000 Penalty: 1004.038330
	Iteration 6Q: 3 clusters Score -2720880 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -2722660.000000 Penalty: 1004.038330
	Iteration 7Q: 3 clusters Score -2722660 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -2725995.000000 Penalty: 1004.038330
	Iteration 8F: 3 clusters Score -2725995 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -2730135.750000 Penalty: 1004.038330
	Iteration 9F: 3 clusters Score -2730136 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -2732936.250000 Penalty: 1004.038330
	Iteration 10F: 3 clusters Score -2732936 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -2734252.000000 Penalty: 1004.038330
	Iteration 11Q: 3 clusters Score -2734252 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2735021.500000 Penalty: 1004.038330
	Iteration 12Q: 3 clusters Score -2735022 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -2735758.000000 Penalty: 1004.038330
	Iteration 13Q: 3 clusters Score -2735758 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -2736512.500000 Penalty: 1004.038330
	Iteration 14Q: 3 clusters Score -2736512 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -2737314.250000 Penalty: 1004.038330
	Iteration 15Q: 3 clusters Score -2737314 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -2738204.250000 Penalty: 1004.038330
	Iteration 16Q: 3 clusters Score -2738204 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -2739133.750000 Penalty: 1004.038330
	Iteration 17Q: 3 clusters Score -2739134 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -2739960.250000 Penalty: 1004.038330
	Iteration 18Q: 3 clusters Score -2739960 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -2740435.250000 Penalty: 1004.038330
	Iteration 19Q: 3 clusters Score -2740435 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -2740696.000000 Penalty: 1004.038330
	Iteration 20F: 3 clusters Score -2740696 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -2740843.000000 Penalty: 1004.038330
	Iteration 21Q: 3 clusters Score -2740843 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -2740923.500000 Penalty: 1004.038330
	Iteration 22Q: 3 clusters Score -2740924 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -2740947.000000 Penalty: 1004.038330
	Iteration 23Q: 3 clusters Score -2740947 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -2740974.000000 Penalty: 1004.038330
	Iteration 24Q: 3 clusters Score -2740974 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2740981.000000 Penalty: 1004.038330
	Iteration 25Q: 3 clusters Score -2740981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -2740981.250000 Penalty: 1004.038330
	Iteration 26Q: 3 clusters Score -2740981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -2740982.000000 Penalty: 1004.038330
	Iteration 27Q: 3 clusters Score -2740982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -2740985.000000 Penalty: 1004.038330
	Iteration 28Q: 3 clusters Score -2740985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -2740991.500000 Penalty: 1004.038330
	Iteration 29Q: 3 clusters Score -2740992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -2740986.500000 Penalty: 1004.038330
	Iteration 30Q: 3 clusters Score -2740986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -2740984.750000 Penalty: 1004.038330
	Iteration 31Q: 3 clusters Score -2740985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -2740984.250000 Penalty: 1004.038330
	Iteration 32Q: 3 clusters Score -2740984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -2740985.750000 Penalty: 1004.038330
	Iteration 33Q: 3 clusters Score -2740986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -2740987.500000 Penalty: 1004.038330
	Iteration 34Q: 3 clusters Score -2740988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -2740982.250000 Penalty: 1004.038330
	Iteration 35Q: 3 clusters Score -2740982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -2740982.000000 Penalty: 1004.038330
	Iteration 36Q: 3 clusters Score -2740982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -2740983.250000 Penalty: 1004.038330
	Iteration 37Q: 3 clusters Score -2740983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -2740980.500000 Penalty: 1004.038330
	Iteration 38Q: 3 clusters Score -2740980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -2740980.500000 Penalty: 1004.038330
	Iteration 39Q: 3 clusters Score -2740980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -2740985.000000 Penalty: 1004.038330
	Iteration 40F: 3 clusters Score -2740985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -2740985.000000 Penalty: 1004.038330
	Iteration 41Q: 3 clusters Score -2740985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -2740984.750000 Penalty: 1004.038330
	Iteration 42Q: 3 clusters Score -2740985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -2740984.750000 Penalty: 1004.038330
	Iteration 43F: 3 clusters Score -2740985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Entering Unmasked Estep 
Score: -4708529.000000 Penalty: 526.268616
	Iteration 0F: 2 clusters Score -4708529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -4637369.500000 Penalty: 1052.537231
	Iteration 0F: 3 clusters Score -4637370 nChanged 51523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -4668148.500000 Penalty: 1052.537231
	Iteration 1F: 3 clusters Score -4668148 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -4669300.000000 Penalty: 1052.537231
	Iteration 2Q: 3 clusters Score -4669300 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -4671357.000000 Penalty: 1052.537231
	Iteration 3Q: 3 clusters Score -4671357 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4675070.000000 Penalty: 1052.537231
	Iteration 4F: 3 clusters Score -4675070 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4681133.500000 Penalty: 1052.537231
	Iteration 5F: 3 clusters Score -4681134 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4688682.500000 Penalty: 1052.537231
	Iteration 6F: 3 clusters Score -4688682 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4694963.500000 Penalty: 1052.537231
	Iteration 7F: 3 clusters Score -4694964 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -4698817.500000 Penalty: 1052.537231
	Iteration 8Q: 3 clusters Score -4698818 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4701155.500000 Penalty: 1052.537231
	Iteration 9Q: 3 clusters Score -4701156 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -4702934.500000 Penalty: 1052.537231
	Iteration 10Q: 3 clusters Score -4702934 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4704275.500000 Penalty: 1052.537231
	Iteration 11Q: 3 clusters Score -4704276 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4705322.500000 Penalty: 1052.537231
	Iteration 12Q: 3 clusters Score -4705322 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4706167.500000 Penalty: 1052.537231
	Iteration 13Q: 3 clusters Score -4706168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4706786.500000 Penalty: 1052.537231
	Iteration 14Q: 3 clusters Score -4706786 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4707182.000000 Penalty: 1052.537231
	Iteration 15Q: 3 clusters Score -4707182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4707499.000000 Penalty: 1052.537231
	Iteration 16Q: 3 clusters Score -4707499 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4707700.500000 Penalty: 1052.537231
	Iteration 17Q: 3 clusters Score -4707700 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4707836.500000 Penalty: 1052.537231
	Iteration 18Q: 3 clusters Score -4707836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4707944.000000 Penalty: 1052.537231
	Iteration 19Q: 3 clusters Score -4707944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4707987.000000 Penalty: 1052.537231
	Iteration 20F: 3 clusters Score -4707987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4708012.000000 Penalty: 1052.537231
	Iteration 21Q: 3 clusters Score -4708012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4708021.500000 Penalty: 1052.537231
	Iteration 22Q: 3 clusters Score -4708022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4708030.000000 Penalty: 1052.537231
	Iteration 23Q: 3 clusters Score -4708030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4708035.500000 Penalty: 1052.537231
	Iteration 24Q: 3 clusters Score -4708036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4708037.500000 Penalty: 1052.537231
	Iteration 25Q: 3 clusters Score -4708038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4708046.500000 Penalty: 1052.537231
	Iteration 26Q: 3 clusters Score -4708046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4708050.500000 Penalty: 1052.537231
	Iteration 27Q: 3 clusters Score -4708050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4708052.000000 Penalty: 1052.537231
	Iteration 28Q: 3 clusters Score -4708052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105396 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4708051.000000 Penalty: 1052.537231
	Iteration 29Q: 3 clusters Score -4708051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4708058.500000 Penalty: 1052.537231
	Iteration 30Q: 3 clusters Score -4708058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105396 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4708063.000000 Penalty: 1052.537231
	Iteration 31Q: 3 clusters Score -4708063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4708067.500000 Penalty: 1052.537231
	Iteration 32Q: 3 clusters Score -4708068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4708075.500000 Penalty: 1052.537231
	Iteration 33Q: 3 clusters Score -4708076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4708074.500000 Penalty: 1052.537231
	Iteration 34Q: 3 clusters Score -4708074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4708074.500000 Penalty: 1052.537231
	Iteration 35F: 3 clusters Score -4708074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Entering Unmasked Estep 
Score: -1140531.875000 Penalty: 462.270660
	Iteration 0F: 2 clusters Score -1140532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1123056.375000 Penalty: 924.541321
	Iteration 0F: 3 clusters Score -1123056 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1130224.000000 Penalty: 924.541321
	Iteration 1F: 3 clusters Score -1130224 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1130541.000000 Penalty: 924.541321
	Iteration 2Q: 3 clusters Score -1130541 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1130926.625000 Penalty: 924.541321
	Iteration 3Q: 3 clusters Score -1130927 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1131496.125000 Penalty: 924.541321
	Iteration 4Q: 3 clusters Score -1131496 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1132357.125000 Penalty: 924.541321
	Iteration 5F: 3 clusters Score -1132357 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1133506.000000 Penalty: 924.541321
	Iteration 6F: 3 clusters Score -1133506 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1134552.875000 Penalty: 924.541321
	Iteration 7F: 3 clusters Score -1134553 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1135171.125000 Penalty: 924.541321
	Iteration 8Q: 3 clusters Score -1135171 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1135437.625000 Penalty: 924.541321
	Iteration 9Q: 3 clusters Score -1135438 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1135552.375000 Penalty: 924.541321
	Iteration 10Q: 3 clusters Score -1135552 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1135618.375000 Penalty: 924.541321
	Iteration 11Q: 3 clusters Score -1135618 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1135673.750000 Penalty: 924.541321
	Iteration 12Q: 3 clusters Score -1135674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1135715.125000 Penalty: 924.541321
	Iteration 13Q: 3 clusters Score -1135715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1135756.750000 Penalty: 924.541321
	Iteration 14Q: 3 clusters Score -1135757 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1135805.250000 Penalty: 924.541321
	Iteration 15Q: 3 clusters Score -1135805 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1135851.375000 Penalty: 924.541321
	Iteration 16Q: 3 clusters Score -1135851 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1135896.375000 Penalty: 924.541321
	Iteration 17Q: 3 clusters Score -1135896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1135950.250000 Penalty: 924.541321
	Iteration 18Q: 3 clusters Score -1135950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1136017.125000 Penalty: 924.541321
	Iteration 19Q: 3 clusters Score -1136017 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1136082.250000 Penalty: 924.541321
	Iteration 20F: 3 clusters Score -1136082 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1136143.625000 Penalty: 924.541321
	Iteration 21Q: 3 clusters Score -1136144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1136207.875000 Penalty: 924.541321
	Iteration 22Q: 3 clusters Score -1136208 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1136274.750000 Penalty: 924.541321
	Iteration 23Q: 3 clusters Score -1136275 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1136342.125000 Penalty: 924.541321
	Iteration 24Q: 3 clusters Score -1136342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1136421.875000 Penalty: 924.541321
	Iteration 25Q: 3 clusters Score -1136422 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1136508.125000 Penalty: 924.541321
	Iteration 26Q: 3 clusters Score -1136508 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1136597.125000 Penalty: 924.541321
	Iteration 27Q: 3 clusters Score -1136597 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1136702.750000 Penalty: 924.541321
	Iteration 28Q: 3 clusters Score -1136703 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1136820.375000 Penalty: 924.541321
	Iteration 29Q: 3 clusters Score -1136820 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1136942.750000 Penalty: 924.541321
	Iteration 30Q: 3 clusters Score -1136943 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1137077.500000 Penalty: 924.541321
	Iteration 31Q: 3 clusters Score -1137078 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1137216.875000 Penalty: 924.541321
	Iteration 32Q: 3 clusters Score -1137217 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1137391.625000 Penalty: 924.541321
	Iteration 33Q: 3 clusters Score -1137392 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1137598.875000 Penalty: 924.541321
	Iteration 34Q: 3 clusters Score -1137599 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1137856.000000 Penalty: 924.541321
	Iteration 35Q: 3 clusters Score -1137856 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1138130.125000 Penalty: 924.541321
	Iteration 36Q: 3 clusters Score -1138130 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1138427.625000 Penalty: 924.541321
	Iteration 37Q: 3 clusters Score -1138428 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1138734.250000 Penalty: 924.541321
	Iteration 38Q: 3 clusters Score -1138734 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1139052.500000 Penalty: 924.541321
	Iteration 39Q: 3 clusters Score -1139052 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1139352.875000 Penalty: 924.541321
	Iteration 40F: 3 clusters Score -1139353 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1139653.625000 Penalty: 924.541321
	Iteration 41Q: 3 clusters Score -1139654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1139842.125000 Penalty: 924.541321
	Iteration 42Q: 3 clusters Score -1139842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1139962.500000 Penalty: 924.541321
	Iteration 43Q: 3 clusters Score -1139962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1140034.250000 Penalty: 924.541321
	Iteration 44Q: 3 clusters Score -1140034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1140070.250000 Penalty: 924.541321
	Iteration 45Q: 3 clusters Score -1140070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1140104.500000 Penalty: 924.541321
	Iteration 46Q: 3 clusters Score -1140104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1140139.625000 Penalty: 924.541321
	Iteration 47Q: 3 clusters Score -1140140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1140158.750000 Penalty: 924.541321
	Iteration 48Q: 3 clusters Score -1140159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1140169.875000 Penalty: 924.541321
	Iteration 49Q: 3 clusters Score -1140170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1140181.750000 Penalty: 924.541321
	Iteration 50Q: 3 clusters Score -1140182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1140189.625000 Penalty: 924.541321
	Iteration 51Q: 3 clusters Score -1140190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1140189.875000 Penalty: 924.541321
	Iteration 52Q: 3 clusters Score -1140190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1140193.750000 Penalty: 924.541321
	Iteration 53Q: 3 clusters Score -1140194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1140196.625000 Penalty: 924.541321
	Iteration 54Q: 3 clusters Score -1140197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1140200.875000 Penalty: 924.541321
	Iteration 55Q: 3 clusters Score -1140201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1140203.875000 Penalty: 924.541321
	Iteration 56Q: 3 clusters Score -1140204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1140208.750000 Penalty: 924.541321
	Iteration 57Q: 3 clusters Score -1140209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1140210.375000 Penalty: 924.541321
	Iteration 58Q: 3 clusters Score -1140210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1140212.875000 Penalty: 924.541321
	Iteration 59Q: 3 clusters Score -1140213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1140214.000000 Penalty: 924.541321
	Iteration 60F: 3 clusters Score -1140214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1140216.875000 Penalty: 924.541321
	Iteration 61Q: 3 clusters Score -1140217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1140219.875000 Penalty: 924.541321
	Iteration 62Q: 3 clusters Score -1140220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1140221.250000 Penalty: 924.541321
	Iteration 63Q: 3 clusters Score -1140221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1140225.375000 Penalty: 924.541321
	Iteration 64Q: 3 clusters Score -1140225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1140227.000000 Penalty: 924.541321
	Iteration 65Q: 3 clusters Score -1140227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1140227.750000 Penalty: 924.541321
	Iteration 66Q: 3 clusters Score -1140228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1140226.750000 Penalty: 924.541321
	Iteration 67Q: 3 clusters Score -1140227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1140227.625000 Penalty: 924.541321
	Iteration 68Q: 3 clusters Score -1140228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1140227.250000 Penalty: 924.541321
	Iteration 69Q: 3 clusters Score -1140227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1140227.250000 Penalty: 924.541321
	Iteration 70F: 3 clusters Score -1140227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (80388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Entering Unmasked Estep 
Score: -3654499.250000 Penalty: 513.905212
	Iteration 0F: 2 clusters Score -3654499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -3600226.750000 Penalty: 1027.810425
	Iteration 0F: 3 clusters Score -3600227 nChanged 39457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -3626134.000000 Penalty: 1027.810425
	Iteration 1F: 3 clusters Score -3626134 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3628608.250000 Penalty: 1027.810425
	Iteration 2F: 3 clusters Score -3628608 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3631764.000000 Penalty: 1027.810425
	Iteration 3F: 3 clusters Score -3631764 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3635869.500000 Penalty: 1027.810425
	Iteration 4F: 3 clusters Score -3635870 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3640627.000000 Penalty: 1027.810425
	Iteration 5F: 3 clusters Score -3640627 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3645617.500000 Penalty: 1027.810425
	Iteration 6F: 3 clusters Score -3645618 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3649934.500000 Penalty: 1027.810425
	Iteration 7F: 3 clusters Score -3649934 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3652750.750000 Penalty: 1027.810425
	Iteration 8Q: 3 clusters Score -3652751 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3653775.500000 Penalty: 1027.810425
	Iteration 9Q: 3 clusters Score -3653776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3653954.250000 Penalty: 1027.810425
	Iteration 10Q: 3 clusters Score -3653954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3654007.250000 Penalty: 1027.810425
	Iteration 11Q: 3 clusters Score -3654007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3654012.500000 Penalty: 1027.810425
	Iteration 12Q: 3 clusters Score -3654012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3654016.000000 Penalty: 1027.810425
	Iteration 13Q: 3 clusters Score -3654016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3654017.500000 Penalty: 1027.810425
	Iteration 14Q: 3 clusters Score -3654018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3654023.250000 Penalty: 1027.810425
	Iteration 15Q: 3 clusters Score -3654023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3654024.000000 Penalty: 1027.810425
	Iteration 16Q: 3 clusters Score -3654024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3654024.000000 Penalty: 1027.810425
	Iteration 17F: 3 clusters Score -3654024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4501.887207 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4501.887 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 56 members 
Entering Unmasked Estep 
Score: -4264.076660 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4264.077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4326.159668 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4326.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4347.459961 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -4347.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4350.782227 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4350.782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4357.088379 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4357.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4369.713379 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4369.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4373.413574 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -4373.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4373.413574 Penalty: 438.645630
	Iteration 7F: 3 clusters Score -4373.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Entering Unmasked Estep 
Score: -3865208.000000 Penalty: 517.683289
	Iteration 0F: 2 clusters Score -3865208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -3806212.250000 Penalty: 1035.366577
	Iteration 0F: 3 clusters Score -3806212 nChanged 42698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -3832110.250000 Penalty: 1035.366577
	Iteration 1F: 3 clusters Score -3832110 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3833415.500000 Penalty: 1035.366577
	Iteration 2Q: 3 clusters Score -3833416 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3835706.500000 Penalty: 1035.366577
	Iteration 3F: 3 clusters Score -3835706 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3839568.000000 Penalty: 1035.366577
	Iteration 4F: 3 clusters Score -3839568 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3845267.750000 Penalty: 1035.366577
	Iteration 5F: 3 clusters Score -3845268 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3851607.500000 Penalty: 1035.366577
	Iteration 6F: 3 clusters Score -3851608 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3856946.500000 Penalty: 1035.366577
	Iteration 7F: 3 clusters Score -3856946 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3860634.750000 Penalty: 1035.366577
	Iteration 8Q: 3 clusters Score -3860635 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3862935.500000 Penalty: 1035.366577
	Iteration 9Q: 3 clusters Score -3862936 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3864084.750000 Penalty: 1035.366577
	Iteration 10Q: 3 clusters Score -3864085 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3864508.250000 Penalty: 1035.366577
	Iteration 11Q: 3 clusters Score -3864508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3864664.000000 Penalty: 1035.366577
	Iteration 12Q: 3 clusters Score -3864664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3864699.750000 Penalty: 1035.366577
	Iteration 13Q: 3 clusters Score -3864700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3864725.500000 Penalty: 1035.366577
	Iteration 14Q: 3 clusters Score -3864726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3864739.000000 Penalty: 1035.366577
	Iteration 15Q: 3 clusters Score -3864739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3864744.250000 Penalty: 1035.366577
	Iteration 16Q: 3 clusters Score -3864744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3864744.250000 Penalty: 1035.366577
	Iteration 17F: 3 clusters Score -3864744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Entering Unmasked Estep 
Score: -921383.375000 Penalty: 453.540192
	Iteration 0F: 2 clusters Score -921383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -907015.625000 Penalty: 907.080383
	Iteration 0F: 3 clusters Score -907015.6 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -913134.875000 Penalty: 907.080383
	Iteration 1F: 3 clusters Score -913134.9 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -913628.875000 Penalty: 907.080383
	Iteration 2F: 3 clusters Score -913628.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -914319.937500 Penalty: 907.080383
	Iteration 3F: 3 clusters Score -914319.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -915285.812500 Penalty: 907.080383
	Iteration 4F: 3 clusters Score -915285.8 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -916566.000000 Penalty: 907.080383
	Iteration 5F: 3 clusters Score -916566 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -918123.062500 Penalty: 907.080383
	Iteration 6F: 3 clusters Score -918123.1 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -919266.000000 Penalty: 907.080383
	Iteration 7F: 3 clusters Score -919266 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -920009.000000 Penalty: 907.080383
	Iteration 8Q: 3 clusters Score -920009 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -920462.250000 Penalty: 907.080383
	Iteration 9Q: 3 clusters Score -920462.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -920695.500000 Penalty: 907.080383
	Iteration 10Q: 3 clusters Score -920695.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -920830.125000 Penalty: 907.080383
	Iteration 11Q: 3 clusters Score -920830.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -920905.312500 Penalty: 907.080383
	Iteration 12Q: 3 clusters Score -920905.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -920946.937500 Penalty: 907.080383
	Iteration 13Q: 3 clusters Score -920946.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -920979.562500 Penalty: 907.080383
	Iteration 14Q: 3 clusters Score -920979.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -921004.125000 Penalty: 907.080383
	Iteration 15Q: 3 clusters Score -921004.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -921024.000000 Penalty: 907.080383
	Iteration 16Q: 3 clusters Score -921024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -921031.750000 Penalty: 907.080383
	Iteration 17Q: 3 clusters Score -921031.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -921037.062500 Penalty: 907.080383
	Iteration 18Q: 3 clusters Score -921037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -921042.125000 Penalty: 907.080383
	Iteration 19Q: 3 clusters Score -921042.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -921049.062500 Penalty: 907.080383
	Iteration 20F: 3 clusters Score -921049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -921054.437500 Penalty: 907.080383
	Iteration 21Q: 3 clusters Score -921054.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -921058.625000 Penalty: 907.080383
	Iteration 22Q: 3 clusters Score -921058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -921062.625000 Penalty: 907.080383
	Iteration 23Q: 3 clusters Score -921062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -921067.125000 Penalty: 907.080383
	Iteration 24Q: 3 clusters Score -921067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -921067.062500 Penalty: 907.080383
	Iteration 25Q: 3 clusters Score -921067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -921068.000000 Penalty: 907.080383
	Iteration 26Q: 3 clusters Score -921068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -921068.000000 Penalty: 907.080383
	Iteration 27F: 3 clusters Score -921068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -5555.249023 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -5555.249 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 88 members 
Entering Unmasked Estep 
Score: -5331.189941 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -5331.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5415.014160 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -5415.014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5432.332031 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -5432.332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5440.752930 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -5440.753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5444.661133 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -5444.661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5454.312500 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -5454.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5454.794922 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -5454.795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5455.235352 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -5455.235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5455.235352 Penalty: 471.029633
	Iteration 8F: 3 clusters Score -5455.235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Entering Unmasked Estep 
Score: -1640309.375000 Penalty: 482.635651
	Iteration 0F: 2 clusters Score -1640309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1613394.500000 Penalty: 965.271301
	Iteration 0F: 3 clusters Score -1613394 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1626009.375000 Penalty: 965.271301
	Iteration 1F: 3 clusters Score -1626009 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1627391.500000 Penalty: 965.271301
	Iteration 2F: 3 clusters Score -1627392 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1628790.000000 Penalty: 965.271301
	Iteration 3F: 3 clusters Score -1628790 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -1630046.625000 Penalty: 965.271301
	Iteration 4F: 3 clusters Score -1630047 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1631077.750000 Penalty: 965.271301
	Iteration 5F: 3 clusters Score -1631078 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1631957.000000 Penalty: 965.271301
	Iteration 6Q: 3 clusters Score -1631957 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1632773.375000 Penalty: 965.271301
	Iteration 7Q: 3 clusters Score -1632773 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1633570.250000 Penalty: 965.271301
	Iteration 8Q: 3 clusters Score -1633570 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1634217.375000 Penalty: 965.271301
	Iteration 9Q: 3 clusters Score -1634217 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1634655.500000 Penalty: 965.271301
	Iteration 10Q: 3 clusters Score -1634656 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1634943.875000 Penalty: 965.271301
	Iteration 11Q: 3 clusters Score -1634944 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1635129.875000 Penalty: 965.271301
	Iteration 12Q: 3 clusters Score -1635130 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1635262.375000 Penalty: 965.271301
	Iteration 13Q: 3 clusters Score -1635262 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -1635387.625000 Penalty: 965.271301
	Iteration 14Q: 3 clusters Score -1635388 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -1635479.625000 Penalty: 965.271301
	Iteration 15Q: 3 clusters Score -1635480 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1635585.375000 Penalty: 965.271301
	Iteration 16Q: 3 clusters Score -1635585 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1635670.375000 Penalty: 965.271301
	Iteration 17Q: 3 clusters Score -1635670 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -1635736.375000 Penalty: 965.271301
	Iteration 18Q: 3 clusters Score -1635736 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -1635788.000000 Penalty: 965.271301
	Iteration 19Q: 3 clusters Score -1635788 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -1635820.875000 Penalty: 965.271301
	Iteration 20F: 3 clusters Score -1635821 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1635866.000000 Penalty: 965.271301
	Iteration 21Q: 3 clusters Score -1635866 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -1635906.000000 Penalty: 965.271301
	Iteration 22Q: 3 clusters Score -1635906 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -1635943.625000 Penalty: 965.271301
	Iteration 23Q: 3 clusters Score -1635944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -1635968.000000 Penalty: 965.271301
	Iteration 24Q: 3 clusters Score -1635968 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -1636015.875000 Penalty: 965.271301
	Iteration 25Q: 3 clusters Score -1636016 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -1636047.375000 Penalty: 965.271301
	Iteration 26Q: 3 clusters Score -1636047 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -1636100.375000 Penalty: 965.271301
	Iteration 27Q: 3 clusters Score -1636100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -1636141.125000 Penalty: 965.271301
	Iteration 28Q: 3 clusters Score -1636141 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1636183.375000 Penalty: 965.271301
	Iteration 29Q: 3 clusters Score -1636183 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -1636239.625000 Penalty: 965.271301
	Iteration 30Q: 3 clusters Score -1636240 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1636299.750000 Penalty: 965.271301
	Iteration 31Q: 3 clusters Score -1636300 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -1636348.250000 Penalty: 965.271301
	Iteration 32Q: 3 clusters Score -1636348 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -1636418.375000 Penalty: 965.271301
	Iteration 33Q: 3 clusters Score -1636418 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -1636509.250000 Penalty: 965.271301
	Iteration 34Q: 3 clusters Score -1636509 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -1636586.500000 Penalty: 965.271301
	Iteration 35Q: 3 clusters Score -1636586 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -1636690.875000 Penalty: 965.271301
	Iteration 36Q: 3 clusters Score -1636691 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -1636825.375000 Penalty: 965.271301
	Iteration 37Q: 3 clusters Score -1636825 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -1636956.000000 Penalty: 965.271301
	Iteration 38Q: 3 clusters Score -1636956 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1637122.125000 Penalty: 965.271301
	Iteration 39Q: 3 clusters Score -1637122 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -1637303.250000 Penalty: 965.271301
	Iteration 40F: 3 clusters Score -1637303 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -1637478.875000 Penalty: 965.271301
	Iteration 41Q: 3 clusters Score -1637479 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -1637645.875000 Penalty: 965.271301
	Iteration 42Q: 3 clusters Score -1637646 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -1637793.375000 Penalty: 965.271301
	Iteration 43Q: 3 clusters Score -1637793 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -1637967.000000 Penalty: 965.271301
	Iteration 44Q: 3 clusters Score -1637967 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -1638131.875000 Penalty: 965.271301
	Iteration 45Q: 3 clusters Score -1638132 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1638318.250000 Penalty: 965.271301
	Iteration 46Q: 3 clusters Score -1638318 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -1638501.250000 Penalty: 965.271301
	Iteration 47Q: 3 clusters Score -1638501 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -1638659.250000 Penalty: 965.271301
	Iteration 48Q: 3 clusters Score -1638659 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -1638818.000000 Penalty: 965.271301
	Iteration 49Q: 3 clusters Score -1638818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -1638963.250000 Penalty: 965.271301
	Iteration 50Q: 3 clusters Score -1638963 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -1639101.375000 Penalty: 965.271301
	Iteration 51Q: 3 clusters Score -1639101 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -1639229.250000 Penalty: 965.271301
	Iteration 52Q: 3 clusters Score -1639229 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -1639333.500000 Penalty: 965.271301
	Iteration 53Q: 3 clusters Score -1639334 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -1639436.125000 Penalty: 965.271301
	Iteration 54Q: 3 clusters Score -1639436 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -1639532.875000 Penalty: 965.271301
	Iteration 55Q: 3 clusters Score -1639533 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -1639614.875000 Penalty: 965.271301
	Iteration 56Q: 3 clusters Score -1639615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -1639676.875000 Penalty: 965.271301
	Iteration 57Q: 3 clusters Score -1639677 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -1639737.750000 Penalty: 965.271301
	Iteration 58Q: 3 clusters Score -1639738 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -1639770.000000 Penalty: 965.271301
	Iteration 59Q: 3 clusters Score -1639770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -1639814.000000 Penalty: 965.271301
	Iteration 60F: 3 clusters Score -1639814 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -1639842.750000 Penalty: 965.271301
	Iteration 61Q: 3 clusters Score -1639843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -1639864.500000 Penalty: 965.271301
	Iteration 62Q: 3 clusters Score -1639864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -1639882.750000 Penalty: 965.271301
	Iteration 63Q: 3 clusters Score -1639883 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -1639896.375000 Penalty: 965.271301
	Iteration 64Q: 3 clusters Score -1639896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -1639908.125000 Penalty: 965.271301
	Iteration 65Q: 3 clusters Score -1639908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -1639917.375000 Penalty: 965.271301
	Iteration 66Q: 3 clusters Score -1639917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -1639933.375000 Penalty: 965.271301
	Iteration 67Q: 3 clusters Score -1639933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -1639948.625000 Penalty: 965.271301
	Iteration 68Q: 3 clusters Score -1639949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -1639955.500000 Penalty: 965.271301
	Iteration 69Q: 3 clusters Score -1639956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -1639965.750000 Penalty: 965.271301
	Iteration 70Q: 3 clusters Score -1639966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -1639968.000000 Penalty: 965.271301
	Iteration 71Q: 3 clusters Score -1639968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -1639975.625000 Penalty: 965.271301
	Iteration 72Q: 3 clusters Score -1639976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -1639978.750000 Penalty: 965.271301
	Iteration 73Q: 3 clusters Score -1639979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -1639984.750000 Penalty: 965.271301
	Iteration 74Q: 3 clusters Score -1639985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -1639986.875000 Penalty: 965.271301
	Iteration 75Q: 3 clusters Score -1639987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -1639995.125000 Penalty: 965.271301
	Iteration 76Q: 3 clusters Score -1639995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -1639995.750000 Penalty: 965.271301
	Iteration 77Q: 3 clusters Score -1639996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -1640000.125000 Penalty: 965.271301
	Iteration 78Q: 3 clusters Score -1640000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -1640002.875000 Penalty: 965.271301
	Iteration 79Q: 3 clusters Score -1640003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -1640004.125000 Penalty: 965.271301
	Iteration 80F: 3 clusters Score -1640004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -1640006.625000 Penalty: 965.271301
	Iteration 81Q: 3 clusters Score -1640007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -1640012.875000 Penalty: 965.271301
	Iteration 82Q: 3 clusters Score -1640013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -1640017.750000 Penalty: 965.271301
	Iteration 83Q: 3 clusters Score -1640018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -1640021.750000 Penalty: 965.271301
	Iteration 84Q: 3 clusters Score -1640022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -1640022.625000 Penalty: 965.271301
	Iteration 85Q: 3 clusters Score -1640023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -1640026.000000 Penalty: 965.271301
	Iteration 86Q: 3 clusters Score -1640026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -1640023.875000 Penalty: 965.271301
	Iteration 87Q: 3 clusters Score -1640024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -1640024.000000 Penalty: 965.271301
	Iteration 88Q: 3 clusters Score -1640024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -1640024.500000 Penalty: 965.271301
	Iteration 89Q: 3 clusters Score -1640024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -1640024.750000 Penalty: 965.271301
	Iteration 90Q: 3 clusters Score -1640025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -1640025.375000 Penalty: 965.271301
	Iteration 91Q: 3 clusters Score -1640025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -1640025.000000 Penalty: 965.271301
	Iteration 92Q: 3 clusters Score -1640025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -1640023.125000 Penalty: 965.271301
	Iteration 93Q: 3 clusters Score -1640023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -1640024.000000 Penalty: 965.271301
	Iteration 94Q: 3 clusters Score -1640024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -1640024.125000 Penalty: 965.271301
	Iteration 95Q: 3 clusters Score -1640024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -1640024.000000 Penalty: 965.271301
	Iteration 96Q: 3 clusters Score -1640024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -1640023.500000 Penalty: 965.271301
	Iteration 97Q: 3 clusters Score -1640024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -1640023.500000 Penalty: 965.271301
	Iteration 98F: 3 clusters Score -1640024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -212282.062500 Penalty: 387.659485
	Iteration 0F: 2 clusters Score -212282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -208893.859375 Penalty: 775.318970
	Iteration 0F: 3 clusters Score -208893.9 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -210224.203125 Penalty: 775.318970
	Iteration 1F: 3 clusters Score -210224.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -210421.031250 Penalty: 775.318970
	Iteration 2F: 3 clusters Score -210421 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -210658.328125 Penalty: 775.318970
	Iteration 3F: 3 clusters Score -210658.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -210870.437500 Penalty: 775.318970
	Iteration 4F: 3 clusters Score -210870.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -211066.500000 Penalty: 775.318970
	Iteration 5F: 3 clusters Score -211066.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -211214.921875 Penalty: 775.318970
	Iteration 6Q: 3 clusters Score -211214.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -211307.734375 Penalty: 775.318970
	Iteration 7Q: 3 clusters Score -211307.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -211387.375000 Penalty: 775.318970
	Iteration 8Q: 3 clusters Score -211387.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -211444.875000 Penalty: 775.318970
	Iteration 9Q: 3 clusters Score -211444.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -211485.796875 Penalty: 775.318970
	Iteration 10Q: 3 clusters Score -211485.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -211515.250000 Penalty: 775.318970
	Iteration 11Q: 3 clusters Score -211515.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -211537.437500 Penalty: 775.318970
	Iteration 12Q: 3 clusters Score -211537.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -211563.546875 Penalty: 775.318970
	Iteration 13Q: 3 clusters Score -211563.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -211589.984375 Penalty: 775.318970
	Iteration 14Q: 3 clusters Score -211590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -211615.640625 Penalty: 775.318970
	Iteration 15Q: 3 clusters Score -211615.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -211636.109375 Penalty: 775.318970
	Iteration 16Q: 3 clusters Score -211636.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -211653.953125 Penalty: 775.318970
	Iteration 17Q: 3 clusters Score -211654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -211670.609375 Penalty: 775.318970
	Iteration 18Q: 3 clusters Score -211670.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -211686.609375 Penalty: 775.318970
	Iteration 19Q: 3 clusters Score -211686.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -211696.375000 Penalty: 775.318970
	Iteration 20F: 3 clusters Score -211696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -211704.625000 Penalty: 775.318970
	Iteration 21Q: 3 clusters Score -211704.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -211713.703125 Penalty: 775.318970
	Iteration 22Q: 3 clusters Score -211713.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -211725.531250 Penalty: 775.318970
	Iteration 23Q: 3 clusters Score -211725.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -211737.343750 Penalty: 775.318970
	Iteration 24Q: 3 clusters Score -211737.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -211748.859375 Penalty: 775.318970
	Iteration 25Q: 3 clusters Score -211748.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -211757.796875 Penalty: 775.318970
	Iteration 26Q: 3 clusters Score -211757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -211766.953125 Penalty: 775.318970
	Iteration 27Q: 3 clusters Score -211767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -211775.812500 Penalty: 775.318970
	Iteration 28Q: 3 clusters Score -211775.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -211783.281250 Penalty: 775.318970
	Iteration 29Q: 3 clusters Score -211783.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -211789.578125 Penalty: 775.318970
	Iteration 30Q: 3 clusters Score -211789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -211793.343750 Penalty: 775.318970
	Iteration 31Q: 3 clusters Score -211793.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -211798.125000 Penalty: 775.318970
	Iteration 32Q: 3 clusters Score -211798.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -211801.515625 Penalty: 775.318970
	Iteration 33Q: 3 clusters Score -211801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -211807.203125 Penalty: 775.318970
	Iteration 34Q: 3 clusters Score -211807.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -211815.000000 Penalty: 775.318970
	Iteration 35Q: 3 clusters Score -211815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -211825.812500 Penalty: 775.318970
	Iteration 36Q: 3 clusters Score -211825.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -211837.593750 Penalty: 775.318970
	Iteration 37Q: 3 clusters Score -211837.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -211849.828125 Penalty: 775.318970
	Iteration 38Q: 3 clusters Score -211849.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -211864.687500 Penalty: 775.318970
	Iteration 39Q: 3 clusters Score -211864.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -211877.953125 Penalty: 775.318970
	Iteration 40F: 3 clusters Score -211878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -211888.281250 Penalty: 775.318970
	Iteration 41Q: 3 clusters Score -211888.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -211898.484375 Penalty: 775.318970
	Iteration 42Q: 3 clusters Score -211898.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -211909.562500 Penalty: 775.318970
	Iteration 43Q: 3 clusters Score -211909.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -211921.859375 Penalty: 775.318970
	Iteration 44Q: 3 clusters Score -211921.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -211931.203125 Penalty: 775.318970
	Iteration 45Q: 3 clusters Score -211931.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -211937.640625 Penalty: 775.318970
	Iteration 46Q: 3 clusters Score -211937.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -211944.875000 Penalty: 775.318970
	Iteration 47Q: 3 clusters Score -211944.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -211951.718750 Penalty: 775.318970
	Iteration 48Q: 3 clusters Score -211951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -211956.703125 Penalty: 775.318970
	Iteration 49Q: 3 clusters Score -211956.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -211962.296875 Penalty: 775.318970
	Iteration 50Q: 3 clusters Score -211962.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -211966.921875 Penalty: 775.318970
	Iteration 51Q: 3 clusters Score -211966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -211973.281250 Penalty: 775.318970
	Iteration 52Q: 3 clusters Score -211973.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -211978.750000 Penalty: 775.318970
	Iteration 53Q: 3 clusters Score -211978.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -211983.437500 Penalty: 775.318970
	Iteration 54Q: 3 clusters Score -211983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -211988.250000 Penalty: 775.318970
	Iteration 55Q: 3 clusters Score -211988.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -211992.796875 Penalty: 775.318970
	Iteration 56Q: 3 clusters Score -211992.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -211996.875000 Penalty: 775.318970
	Iteration 57Q: 3 clusters Score -211996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -212003.265625 Penalty: 775.318970
	Iteration 58Q: 3 clusters Score -212003.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -212010.281250 Penalty: 775.318970
	Iteration 59Q: 3 clusters Score -212010.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -212016.390625 Penalty: 775.318970
	Iteration 60F: 3 clusters Score -212016.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -212021.593750 Penalty: 775.318970
	Iteration 61Q: 3 clusters Score -212021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -212025.343750 Penalty: 775.318970
	Iteration 62Q: 3 clusters Score -212025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -212027.390625 Penalty: 775.318970
	Iteration 63Q: 3 clusters Score -212027.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -212032.125000 Penalty: 775.318970
	Iteration 64Q: 3 clusters Score -212032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -212034.671875 Penalty: 775.318970
	Iteration 65Q: 3 clusters Score -212034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -212036.125000 Penalty: 775.318970
	Iteration 66Q: 3 clusters Score -212036.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -212037.750000 Penalty: 775.318970
	Iteration 67Q: 3 clusters Score -212037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -212038.687500 Penalty: 775.318970
	Iteration 68Q: 3 clusters Score -212038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -212040.000000 Penalty: 775.318970
	Iteration 69Q: 3 clusters Score -212040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -212042.484375 Penalty: 775.318970
	Iteration 70Q: 3 clusters Score -212042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -212044.671875 Penalty: 775.318970
	Iteration 71Q: 3 clusters Score -212044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -212046.625000 Penalty: 775.318970
	Iteration 72Q: 3 clusters Score -212046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -212047.453125 Penalty: 775.318970
	Iteration 73Q: 3 clusters Score -212047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -212049.468750 Penalty: 775.318970
	Iteration 74Q: 3 clusters Score -212049.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -212051.625000 Penalty: 775.318970
	Iteration 75Q: 3 clusters Score -212051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -212057.390625 Penalty: 775.318970
	Iteration 76Q: 3 clusters Score -212057.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -212061.765625 Penalty: 775.318970
	Iteration 77Q: 3 clusters Score -212061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -212066.031250 Penalty: 775.318970
	Iteration 78Q: 3 clusters Score -212066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -212069.312500 Penalty: 775.318970
	Iteration 79Q: 3 clusters Score -212069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -212071.812500 Penalty: 775.318970
	Iteration 80F: 3 clusters Score -212071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -212075.140625 Penalty: 775.318970
	Iteration 81Q: 3 clusters Score -212075.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -212078.390625 Penalty: 775.318970
	Iteration 82Q: 3 clusters Score -212078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -212079.953125 Penalty: 775.318970
	Iteration 83Q: 3 clusters Score -212080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -212081.765625 Penalty: 775.318970
	Iteration 84Q: 3 clusters Score -212081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -212082.765625 Penalty: 775.318970
	Iteration 85Q: 3 clusters Score -212082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -212084.375000 Penalty: 775.318970
	Iteration 86Q: 3 clusters Score -212084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -212086.156250 Penalty: 775.318970
	Iteration 87Q: 3 clusters Score -212086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -212088.406250 Penalty: 775.318970
	Iteration 88Q: 3 clusters Score -212088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -212091.796875 Penalty: 775.318970
	Iteration 89Q: 3 clusters Score -212091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -212095.328125 Penalty: 775.318970
	Iteration 90Q: 3 clusters Score -212095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -212098.312500 Penalty: 775.318970
	Iteration 91Q: 3 clusters Score -212098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -212102.921875 Penalty: 775.318970
	Iteration 92Q: 3 clusters Score -212102.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -212105.843750 Penalty: 775.318970
	Iteration 93Q: 3 clusters Score -212105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -212108.671875 Penalty: 775.318970
	Iteration 94Q: 3 clusters Score -212108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -212111.140625 Penalty: 775.318970
	Iteration 95Q: 3 clusters Score -212111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -212114.421875 Penalty: 775.318970
	Iteration 96Q: 3 clusters Score -212114.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -212118.265625 Penalty: 775.318970
	Iteration 97Q: 3 clusters Score -212118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -212121.562500 Penalty: 775.318970
	Iteration 98Q: 3 clusters Score -212121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -212124.312500 Penalty: 775.318970
	Iteration 99Q: 3 clusters Score -212124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -212128.703125 Penalty: 775.318970
	Iteration 100F: 3 clusters Score -212128.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -212131.343750 Penalty: 775.318970
	Iteration 101Q: 3 clusters Score -212131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -212133.937500 Penalty: 775.318970
	Iteration 102Q: 3 clusters Score -212133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -212135.625000 Penalty: 775.318970
	Iteration 103Q: 3 clusters Score -212135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -212136.875000 Penalty: 775.318970
	Iteration 104Q: 3 clusters Score -212136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -212137.765625 Penalty: 775.318970
	Iteration 105Q: 3 clusters Score -212137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -212138.859375 Penalty: 775.318970
	Iteration 106Q: 3 clusters Score -212138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -212139.046875 Penalty: 775.318970
	Iteration 107Q: 3 clusters Score -212139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -212139.265625 Penalty: 775.318970
	Iteration 108Q: 3 clusters Score -212139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -212139.031250 Penalty: 775.318970
	Iteration 109Q: 3 clusters Score -212139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -212140.171875 Penalty: 775.318970
	Iteration 110Q: 3 clusters Score -212140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -212140.312500 Penalty: 775.318970
	Iteration 111Q: 3 clusters Score -212140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -212140.281250 Penalty: 775.318970
	Iteration 112Q: 3 clusters Score -212140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -212140.281250 Penalty: 775.318970
	Iteration 113F: 3 clusters Score -212140.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -85524.687500 Penalty: 346.496063
	Iteration 0F: 2 clusters Score -85524.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -84056.914062 Penalty: 692.992126
	Iteration 0F: 3 clusters Score -84056.91 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84494.585938 Penalty: 692.992126
	Iteration 1F: 3 clusters Score -84494.59 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -84582.492188 Penalty: 692.992126
	Iteration 2F: 3 clusters Score -84582.49 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -84653.085938 Penalty: 692.992126
	Iteration 3F: 3 clusters Score -84653.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -84736.765625 Penalty: 692.992126
	Iteration 4F: 3 clusters Score -84736.77 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -84851.812500 Penalty: 692.992126
	Iteration 5F: 3 clusters Score -84851.81 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -85003.742188 Penalty: 692.992126
	Iteration 6F: 3 clusters Score -85003.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -85144.421875 Penalty: 692.992126
	Iteration 7F: 3 clusters Score -85144.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -85229.257812 Penalty: 692.992126
	Iteration 8Q: 3 clusters Score -85229.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -85282.992188 Penalty: 692.992126
	Iteration 9Q: 3 clusters Score -85282.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -85331.515625 Penalty: 692.992126
	Iteration 10Q: 3 clusters Score -85331.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -85375.132812 Penalty: 692.992126
	Iteration 11Q: 3 clusters Score -85375.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -85405.171875 Penalty: 692.992126
	Iteration 12Q: 3 clusters Score -85405.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -85423.109375 Penalty: 692.992126
	Iteration 13Q: 3 clusters Score -85423.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -85432.859375 Penalty: 692.992126
	Iteration 14Q: 3 clusters Score -85432.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -85436.062500 Penalty: 692.992126
	Iteration 15Q: 3 clusters Score -85436.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -85438.742188 Penalty: 692.992126
	Iteration 16Q: 3 clusters Score -85438.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -85439.414062 Penalty: 692.992126
	Iteration 17Q: 3 clusters Score -85439.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -85439.757812 Penalty: 692.992126
	Iteration 18Q: 3 clusters Score -85439.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -85439.757812 Penalty: 692.992126
	Iteration 19F: 3 clusters Score -85439.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Entering Unmasked Estep 
Score: -2114877.250000 Penalty: 490.828583
	Iteration 0F: 2 clusters Score -2114877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2082381.000000 Penalty: 981.657166
	Iteration 0F: 3 clusters Score -2082381 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -2096953.875000 Penalty: 981.657166
	Iteration 1F: 3 clusters Score -2096954 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -2098490.750000 Penalty: 981.657166
	Iteration 2F: 3 clusters Score -2098491 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -2101049.000000 Penalty: 981.657166
	Iteration 3F: 3 clusters Score -2101049 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -2104764.250000 Penalty: 981.657166
	Iteration 4F: 3 clusters Score -2104764 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -2108968.750000 Penalty: 981.657166
	Iteration 5F: 3 clusters Score -2108969 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -2112278.000000 Penalty: 981.657166
	Iteration 6F: 3 clusters Score -2112278 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -2113772.750000 Penalty: 981.657166
	Iteration 7Q: 3 clusters Score -2113773 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -2114230.000000 Penalty: 981.657166
	Iteration 8Q: 3 clusters Score -2114230 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -2114398.500000 Penalty: 981.657166
	Iteration 9Q: 3 clusters Score -2114398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -2114450.000000 Penalty: 981.657166
	Iteration 10Q: 3 clusters Score -2114450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -2114469.250000 Penalty: 981.657166
	Iteration 11Q: 3 clusters Score -2114469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -2114473.000000 Penalty: 981.657166
	Iteration 12Q: 3 clusters Score -2114473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -2114476.250000 Penalty: 981.657166
	Iteration 13Q: 3 clusters Score -2114476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -2114475.500000 Penalty: 981.657166
	Iteration 14Q: 3 clusters Score -2114476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -2114477.500000 Penalty: 981.657166
	Iteration 15Q: 3 clusters Score -2114478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -2114477.500000 Penalty: 981.657166
	Iteration 16F: 3 clusters Score -2114478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (285582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285582 members 
Entering Unmasked Estep 
Score: -12610144.000000 Penalty: 571.583923
	Iteration 0F: 2 clusters Score -1.261014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -12415437.000000 Penalty: 1143.167847
	Iteration 0F: 3 clusters Score -1.241544e+07 nChanged 141377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -12500908.000000 Penalty: 1143.167847
	Iteration 1F: 3 clusters Score -1.250091e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 120423 members 
Entering Unmasked Estep 
Score: -12504630.000000 Penalty: 1143.167847
	Iteration 2Q: 3 clusters Score -1.250463e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -12511678.000000 Penalty: 1143.167847
	Iteration 3Q: 3 clusters Score -1.251168e+07 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196112 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -12524991.000000 Penalty: 1143.167847
	Iteration 4F: 3 clusters Score -1.252499e+07 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217128 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -12544970.000000 Penalty: 1143.167847
	Iteration 5F: 3 clusters Score -1.254497e+07 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235891 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -12564668.000000 Penalty: 1143.167847
	Iteration 6F: 3 clusters Score -1.256467e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -12578290.000000 Penalty: 1143.167847
	Iteration 7F: 3 clusters Score -1.257829e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257401 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -12586304.000000 Penalty: 1143.167847
	Iteration 8Q: 3 clusters Score -1.25863e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263791 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -12591719.000000 Penalty: 1143.167847
	Iteration 9Q: 3 clusters Score -1.259172e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268993 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -12595788.000000 Penalty: 1143.167847
	Iteration 10Q: 3 clusters Score -1.259579e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273322 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -12599358.000000 Penalty: 1143.167847
	Iteration 11Q: 3 clusters Score -1.259936e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276847 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -12602163.000000 Penalty: 1143.167847
	Iteration 12Q: 3 clusters Score -1.260216e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279618 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -12604481.000000 Penalty: 1143.167847
	Iteration 13Q: 3 clusters Score -1.260448e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281709 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -12606259.000000 Penalty: 1143.167847
	Iteration 14Q: 3 clusters Score -1.260626e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283255 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12607588.000000 Penalty: 1143.167847
	Iteration 15Q: 3 clusters Score -1.260759e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284272 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -12608521.000000 Penalty: 1143.167847
	Iteration 16Q: 3 clusters Score -1.260852e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284908 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12609100.000000 Penalty: 1143.167847
	Iteration 17Q: 3 clusters Score -1.26091e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12609373.000000 Penalty: 1143.167847
	Iteration 18Q: 3 clusters Score -1.260937e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285385 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12609495.000000 Penalty: 1143.167847
	Iteration 19Q: 3 clusters Score -1.26095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285442 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12609543.000000 Penalty: 1143.167847
	Iteration 20F: 3 clusters Score -1.260954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285473 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12609594.000000 Penalty: 1143.167847
	Iteration 21Q: 3 clusters Score -1.260959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285486 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12609627.000000 Penalty: 1143.167847
	Iteration 22Q: 3 clusters Score -1.260963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285494 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12609635.000000 Penalty: 1143.167847
	Iteration 23Q: 3 clusters Score -1.260964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285499 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12609646.000000 Penalty: 1143.167847
	Iteration 24Q: 3 clusters Score -1.260965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285503 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12609653.000000 Penalty: 1143.167847
	Iteration 25Q: 3 clusters Score -1.260965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285505 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12609656.000000 Penalty: 1143.167847
	Iteration 26Q: 3 clusters Score -1.260966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285507 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12609656.000000 Penalty: 1143.167847
	Iteration 27Q: 3 clusters Score -1.260966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285508 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12609658.000000 Penalty: 1143.167847
	Iteration 28Q: 3 clusters Score -1.260966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285510 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12609654.000000 Penalty: 1143.167847
	Iteration 29Q: 3 clusters Score -1.260965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285512 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12609660.000000 Penalty: 1143.167847
	Iteration 30Q: 3 clusters Score -1.260966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285512 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12609660.000000 Penalty: 1143.167847
	Iteration 31F: 3 clusters Score -1.260966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Entering Unmasked Estep 
Score: -477081.125000 Penalty: 422.937256
	Iteration 0F: 2 clusters Score -477081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -469884.312500 Penalty: 845.874512
	Iteration 0F: 3 clusters Score -469884.3 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -472733.312500 Penalty: 845.874512
	Iteration 1F: 3 clusters Score -472733.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -473037.062500 Penalty: 845.874512
	Iteration 2F: 3 clusters Score -473037.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -473471.875000 Penalty: 845.874512
	Iteration 3F: 3 clusters Score -473471.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -474304.375000 Penalty: 845.874512
	Iteration 4F: 3 clusters Score -474304.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -475548.875000 Penalty: 845.874512
	Iteration 5F: 3 clusters Score -475548.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -476383.187500 Penalty: 845.874512
	Iteration 6F: 3 clusters Score -476383.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -476645.031250 Penalty: 845.874512
	Iteration 7Q: 3 clusters Score -476645 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -476745.750000 Penalty: 845.874512
	Iteration 8Q: 3 clusters Score -476745.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -476784.781250 Penalty: 845.874512
	Iteration 9Q: 3 clusters Score -476784.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -476804.500000 Penalty: 845.874512
	Iteration 10Q: 3 clusters Score -476804.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -476812.531250 Penalty: 845.874512
	Iteration 11Q: 3 clusters Score -476812.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -476814.562500 Penalty: 845.874512
	Iteration 12Q: 3 clusters Score -476814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -476819.343750 Penalty: 845.874512
	Iteration 13Q: 3 clusters Score -476819.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -476822.218750 Penalty: 845.874512
	Iteration 14Q: 3 clusters Score -476822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -476824.812500 Penalty: 845.874512
	Iteration 15Q: 3 clusters Score -476824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -476825.718750 Penalty: 845.874512
	Iteration 16Q: 3 clusters Score -476825.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -476825.906250 Penalty: 845.874512
	Iteration 17Q: 3 clusters Score -476825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -476825.781250 Penalty: 845.874512
	Iteration 18Q: 3 clusters Score -476825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -476826.687500 Penalty: 845.874512
	Iteration 19Q: 3 clusters Score -476826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -476826.906250 Penalty: 845.874512
	Iteration 20F: 3 clusters Score -476826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -476827.781250 Penalty: 845.874512
	Iteration 21Q: 3 clusters Score -476827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -476827.937500 Penalty: 845.874512
	Iteration 22Q: 3 clusters Score -476827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -476828.125000 Penalty: 845.874512
	Iteration 23Q: 3 clusters Score -476828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -476828.218750 Penalty: 845.874512
	Iteration 24Q: 3 clusters Score -476828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -476828.468750 Penalty: 845.874512
	Iteration 25Q: 3 clusters Score -476828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -476827.375000 Penalty: 845.874512
	Iteration 26Q: 3 clusters Score -476827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -476828.218750 Penalty: 845.874512
	Iteration 27Q: 3 clusters Score -476828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -476828.218750 Penalty: 845.874512
	Iteration 28F: 3 clusters Score -476828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (310100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310100 members 
Entering Unmasked Estep 
Score: -13810187.000000 Penalty: 575.331604
	Iteration 0F: 2 clusters Score -1.381019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -13604393.000000 Penalty: 1150.663208
	Iteration 0F: 3 clusters Score -1.360439e+07 nChanged 153403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 146385 members 
Entering Unmasked Estep 
Score: -13698325.000000 Penalty: 1150.663208
	Iteration 1F: 3 clusters Score -1.369832e+07 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -13703667.000000 Penalty: 1150.663208
	Iteration 2Q: 3 clusters Score -1.370367e+07 nChanged 17722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -13712319.000000 Penalty: 1150.663208
	Iteration 3F: 3 clusters Score -1.371232e+07 nChanged 20844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199468 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -13725712.000000 Penalty: 1150.663208
	Iteration 4F: 3 clusters Score -1.372571e+07 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215951 members 
Mstep: Class 2 contains 94149 members 
Entering Unmasked Estep 
Score: -13742671.000000 Penalty: 1150.663208
	Iteration 5F: 3 clusters Score -1.374267e+07 nChanged 20817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230772 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -13760285.000000 Penalty: 1150.663208
	Iteration 6F: 3 clusters Score -1.376028e+07 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241487 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -13773168.000000 Penalty: 1150.663208
	Iteration 7F: 3 clusters Score -1.377317e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249003 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -13780197.000000 Penalty: 1150.663208
	Iteration 8Q: 3 clusters Score -1.37802e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255386 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -13784095.000000 Penalty: 1150.663208
	Iteration 9Q: 3 clusters Score -1.37841e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261534 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -13787196.000000 Penalty: 1150.663208
	Iteration 10Q: 3 clusters Score -1.37872e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267547 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -13790196.000000 Penalty: 1150.663208
	Iteration 11Q: 3 clusters Score -1.37902e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273223 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -13793170.000000 Penalty: 1150.663208
	Iteration 12Q: 3 clusters Score -1.379317e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278623 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -13795997.000000 Penalty: 1150.663208
	Iteration 13Q: 3 clusters Score -1.3796e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283610 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -13798798.000000 Penalty: 1150.663208
	Iteration 14Q: 3 clusters Score -1.37988e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288196 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -13801036.000000 Penalty: 1150.663208
	Iteration 15Q: 3 clusters Score -1.380104e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292423 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -13803038.000000 Penalty: 1150.663208
	Iteration 16Q: 3 clusters Score -1.380304e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296180 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -13804653.000000 Penalty: 1150.663208
	Iteration 17Q: 3 clusters Score -1.380465e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299365 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -13805839.000000 Penalty: 1150.663208
	Iteration 18Q: 3 clusters Score -1.380584e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301927 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -13806863.000000 Penalty: 1150.663208
	Iteration 19Q: 3 clusters Score -1.380686e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303910 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -13807596.000000 Penalty: 1150.663208
	Iteration 20F: 3 clusters Score -1.38076e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305427 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13808190.000000 Penalty: 1150.663208
	Iteration 21Q: 3 clusters Score -1.380819e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306524 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -13808615.000000 Penalty: 1150.663208
	Iteration 22Q: 3 clusters Score -1.380862e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307340 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -13808873.000000 Penalty: 1150.663208
	Iteration 23Q: 3 clusters Score -1.380887e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307961 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -13809079.000000 Penalty: 1150.663208
	Iteration 24Q: 3 clusters Score -1.380908e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308404 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -13809265.000000 Penalty: 1150.663208
	Iteration 25Q: 3 clusters Score -1.380926e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308722 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13809414.000000 Penalty: 1150.663208
	Iteration 26Q: 3 clusters Score -1.380941e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13809498.000000 Penalty: 1150.663208
	Iteration 27Q: 3 clusters Score -1.38095e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309115 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13809558.000000 Penalty: 1150.663208
	Iteration 28Q: 3 clusters Score -1.380956e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309257 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13809628.000000 Penalty: 1150.663208
	Iteration 29Q: 3 clusters Score -1.380963e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309358 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13809645.000000 Penalty: 1150.663208
	Iteration 30Q: 3 clusters Score -1.380964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309435 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13809657.000000 Penalty: 1150.663208
	Iteration 31Q: 3 clusters Score -1.380966e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309498 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13809682.000000 Penalty: 1150.663208
	Iteration 32Q: 3 clusters Score -1.380968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309547 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13809722.000000 Penalty: 1150.663208
	Iteration 33Q: 3 clusters Score -1.380972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309594 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13809735.000000 Penalty: 1150.663208
	Iteration 34Q: 3 clusters Score -1.380974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309621 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13809732.000000 Penalty: 1150.663208
	Iteration 35Q: 3 clusters Score -1.380973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309637 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13809736.000000 Penalty: 1150.663208
	Iteration 36Q: 3 clusters Score -1.380974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309652 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13809742.000000 Penalty: 1150.663208
	Iteration 37Q: 3 clusters Score -1.380974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309664 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13809741.000000 Penalty: 1150.663208
	Iteration 38Q: 3 clusters Score -1.380974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309677 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13809744.000000 Penalty: 1150.663208
	Iteration 39Q: 3 clusters Score -1.380974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309681 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13809745.000000 Penalty: 1150.663208
	Iteration 40F: 3 clusters Score -1.380974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309689 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13809740.000000 Penalty: 1150.663208
	Iteration 41Q: 3 clusters Score -1.380974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309698 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13809742.000000 Penalty: 1150.663208
	Iteration 42Q: 3 clusters Score -1.380974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309701 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13809744.000000 Penalty: 1150.663208
	Iteration 43Q: 3 clusters Score -1.380974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309708 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13809747.000000 Penalty: 1150.663208
	Iteration 44Q: 3 clusters Score -1.380975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309709 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13809747.000000 Penalty: 1150.663208
	Iteration 45Q: 3 clusters Score -1.380975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309713 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13809763.000000 Penalty: 1150.663208
	Iteration 46Q: 3 clusters Score -1.380976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309716 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13809764.000000 Penalty: 1150.663208
	Iteration 47Q: 3 clusters Score -1.380976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309720 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13809768.000000 Penalty: 1150.663208
	Iteration 48Q: 3 clusters Score -1.380977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309721 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13809766.000000 Penalty: 1150.663208
	Iteration 49Q: 3 clusters Score -1.380977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309725 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13809756.000000 Penalty: 1150.663208
	Iteration 50Q: 3 clusters Score -1.380976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309729 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13809761.000000 Penalty: 1150.663208
	Iteration 51Q: 3 clusters Score -1.380976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309732 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13809753.000000 Penalty: 1150.663208
	Iteration 52Q: 3 clusters Score -1.380975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309730 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13809755.000000 Penalty: 1150.663208
	Iteration 53Q: 3 clusters Score -1.380976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309730 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13809755.000000 Penalty: 1150.663208
	Iteration 54F: 3 clusters Score -1.380976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -43466.027344 Penalty: 321.756592
	Iteration 0F: 2 clusters Score -43466.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -42530.312500 Penalty: 643.513184
	Iteration 0F: 3 clusters Score -42530.31 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -42806.246094 Penalty: 643.513184
	Iteration 1F: 3 clusters Score -42806.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -42868.347656 Penalty: 643.513184
	Iteration 2F: 3 clusters Score -42868.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42900.718750 Penalty: 643.513184
	Iteration 3F: 3 clusters Score -42900.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42922.230469 Penalty: 643.513184
	Iteration 4Q: 3 clusters Score -42922.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42946.148438 Penalty: 643.513184
	Iteration 5Q: 3 clusters Score -42946.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42969.898438 Penalty: 643.513184
	Iteration 6Q: 3 clusters Score -42969.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43007.878906 Penalty: 643.513184
	Iteration 7Q: 3 clusters Score -43007.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43058.675781 Penalty: 643.513184
	Iteration 8Q: 3 clusters Score -43058.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43115.910156 Penalty: 643.513184
	Iteration 9Q: 3 clusters Score -43115.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43170.488281 Penalty: 643.513184
	Iteration 10Q: 3 clusters Score -43170.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43206.164062 Penalty: 643.513184
	Iteration 11Q: 3 clusters Score -43206.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43239.644531 Penalty: 643.513184
	Iteration 12Q: 3 clusters Score -43239.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43264.699219 Penalty: 643.513184
	Iteration 13Q: 3 clusters Score -43264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43282.054688 Penalty: 643.513184
	Iteration 14Q: 3 clusters Score -43282.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43297.550781 Penalty: 643.513184
	Iteration 15Q: 3 clusters Score -43297.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43311.472656 Penalty: 643.513184
	Iteration 16Q: 3 clusters Score -43311.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43334.093750 Penalty: 643.513184
	Iteration 17Q: 3 clusters Score -43334.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43344.132812 Penalty: 643.513184
	Iteration 18Q: 3 clusters Score -43344.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43347.660156 Penalty: 643.513184
	Iteration 19Q: 3 clusters Score -43347.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43349.789062 Penalty: 643.513184
	Iteration 20F: 3 clusters Score -43349.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43351.046875 Penalty: 643.513184
	Iteration 21Q: 3 clusters Score -43351.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43351.921875 Penalty: 643.513184
	Iteration 22Q: 3 clusters Score -43351.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43352.410156 Penalty: 643.513184
	Iteration 23Q: 3 clusters Score -43352.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43352.410156 Penalty: 643.513184
	Iteration 24F: 3 clusters Score -43352.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Entering Unmasked Estep 
Score: -749506.375000 Penalty: 444.543396
	Iteration 0F: 2 clusters Score -749506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -737888.000000 Penalty: 889.086792
	Iteration 0F: 3 clusters Score -737888 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -742822.937500 Penalty: 889.086792
	Iteration 1F: 3 clusters Score -742822.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -743511.062500 Penalty: 889.086792
	Iteration 2F: 3 clusters Score -743511.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -744593.125000 Penalty: 889.086792
	Iteration 3F: 3 clusters Score -744593.1 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -745887.437500 Penalty: 889.086792
	Iteration 4F: 3 clusters Score -745887.4 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -747081.812500 Penalty: 889.086792
	Iteration 5F: 3 clusters Score -747081.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -747901.000000 Penalty: 889.086792
	Iteration 6F: 3 clusters Score -747901 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -748450.000000 Penalty: 889.086792
	Iteration 7Q: 3 clusters Score -748450 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -748815.437500 Penalty: 889.086792
	Iteration 8Q: 3 clusters Score -748815.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -749102.000000 Penalty: 889.086792
	Iteration 9Q: 3 clusters Score -749102 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -749271.000000 Penalty: 889.086792
	Iteration 10Q: 3 clusters Score -749271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -749344.187500 Penalty: 889.086792
	Iteration 11Q: 3 clusters Score -749344.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -749382.437500 Penalty: 889.086792
	Iteration 12Q: 3 clusters Score -749382.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -749399.062500 Penalty: 889.086792
	Iteration 13Q: 3 clusters Score -749399.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -749409.312500 Penalty: 889.086792
	Iteration 14Q: 3 clusters Score -749409.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -749411.250000 Penalty: 889.086792
	Iteration 15Q: 3 clusters Score -749411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -749415.250000 Penalty: 889.086792
	Iteration 16Q: 3 clusters Score -749415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -749416.250000 Penalty: 889.086792
	Iteration 17Q: 3 clusters Score -749416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -749419.437500 Penalty: 889.086792
	Iteration 18Q: 3 clusters Score -749419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -749419.437500 Penalty: 889.086792
	Iteration 19Q: 3 clusters Score -749419.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -749421.875000 Penalty: 889.086792
	Iteration 20F: 3 clusters Score -749421.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -749424.125000 Penalty: 889.086792
	Iteration 21Q: 3 clusters Score -749424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -749425.250000 Penalty: 889.086792
	Iteration 22Q: 3 clusters Score -749425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -749426.062500 Penalty: 889.086792
	Iteration 23Q: 3 clusters Score -749426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -749427.625000 Penalty: 889.086792
	Iteration 24Q: 3 clusters Score -749427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -749427.875000 Penalty: 889.086792
	Iteration 25Q: 3 clusters Score -749427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -749429.125000 Penalty: 889.086792
	Iteration 26Q: 3 clusters Score -749429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -749430.000000 Penalty: 889.086792
	Iteration 27Q: 3 clusters Score -749430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -749428.500000 Penalty: 889.086792
	Iteration 28Q: 3 clusters Score -749428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -749428.562500 Penalty: 889.086792
	Iteration 29Q: 3 clusters Score -749428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -749429.250000 Penalty: 889.086792
	Iteration 30Q: 3 clusters Score -749429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -749429.250000 Penalty: 889.086792
	Iteration 31F: 3 clusters Score -749429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -1133.331055 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -1133.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1027.380249 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1027.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1049.057007 Penalty: 335.688019
	Iteration 1F: 3 clusters Score -1049.057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -305464.625000 Penalty: 403.029877
	Iteration 0F: 2 clusters Score -305464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -300749.031250 Penalty: 806.059753
	Iteration 0F: 3 clusters Score -300749 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -302734.593750 Penalty: 806.059753
	Iteration 1F: 3 clusters Score -302734.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -303065.875000 Penalty: 806.059753
	Iteration 2F: 3 clusters Score -303065.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -303437.468750 Penalty: 806.059753
	Iteration 3F: 3 clusters Score -303437.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -303817.875000 Penalty: 806.059753
	Iteration 4F: 3 clusters Score -303817.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -304203.218750 Penalty: 806.059753
	Iteration 5F: 3 clusters Score -304203.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -304474.250000 Penalty: 806.059753
	Iteration 6F: 3 clusters Score -304474.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -304685.750000 Penalty: 806.059753
	Iteration 7Q: 3 clusters Score -304685.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -304831.906250 Penalty: 806.059753
	Iteration 8Q: 3 clusters Score -304831.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -304933.687500 Penalty: 806.059753
	Iteration 9Q: 3 clusters Score -304933.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -305015.312500 Penalty: 806.059753
	Iteration 10Q: 3 clusters Score -305015.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -305065.687500 Penalty: 806.059753
	Iteration 11Q: 3 clusters Score -305065.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -305091.687500 Penalty: 806.059753
	Iteration 12Q: 3 clusters Score -305091.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -305113.750000 Penalty: 806.059753
	Iteration 13Q: 3 clusters Score -305113.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -305140.156250 Penalty: 806.059753
	Iteration 14Q: 3 clusters Score -305140.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -305165.281250 Penalty: 806.059753
	Iteration 15Q: 3 clusters Score -305165.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -305177.343750 Penalty: 806.059753
	Iteration 16Q: 3 clusters Score -305177.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -305183.968750 Penalty: 806.059753
	Iteration 17Q: 3 clusters Score -305184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -305189.843750 Penalty: 806.059753
	Iteration 18Q: 3 clusters Score -305189.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -305193.812500 Penalty: 806.059753
	Iteration 19Q: 3 clusters Score -305193.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -305198.156250 Penalty: 806.059753
	Iteration 20F: 3 clusters Score -305198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -305202.406250 Penalty: 806.059753
	Iteration 21Q: 3 clusters Score -305202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -305204.281250 Penalty: 806.059753
	Iteration 22Q: 3 clusters Score -305204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -305204.625000 Penalty: 806.059753
	Iteration 23Q: 3 clusters Score -305204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -305205.750000 Penalty: 806.059753
	Iteration 24Q: 3 clusters Score -305205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -305207.312500 Penalty: 806.059753
	Iteration 25Q: 3 clusters Score -305207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -305209.531250 Penalty: 806.059753
	Iteration 26Q: 3 clusters Score -305209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -305212.000000 Penalty: 806.059753
	Iteration 27Q: 3 clusters Score -305212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -305214.562500 Penalty: 806.059753
	Iteration 28Q: 3 clusters Score -305214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -305216.781250 Penalty: 806.059753
	Iteration 29Q: 3 clusters Score -305216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -305219.062500 Penalty: 806.059753
	Iteration 30Q: 3 clusters Score -305219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -305220.031250 Penalty: 806.059753
	Iteration 31Q: 3 clusters Score -305220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -305220.468750 Penalty: 806.059753
	Iteration 32Q: 3 clusters Score -305220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -305220.468750 Penalty: 806.059753
	Iteration 33F: 3 clusters Score -305220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -220242.921875 Penalty: 388.200775
	Iteration 0F: 2 clusters Score -220242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -216828.609375 Penalty: 776.401550
	Iteration 0F: 3 clusters Score -216828.6 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -218071.046875 Penalty: 776.401550
	Iteration 1F: 3 clusters Score -218071 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -218145.171875 Penalty: 776.401550
	Iteration 2Q: 3 clusters Score -218145.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -218220.171875 Penalty: 776.401550
	Iteration 3Q: 3 clusters Score -218220.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -218317.468750 Penalty: 776.401550
	Iteration 4Q: 3 clusters Score -218317.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -218462.031250 Penalty: 776.401550
	Iteration 5F: 3 clusters Score -218462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -218664.421875 Penalty: 776.401550
	Iteration 6F: 3 clusters Score -218664.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218912.109375 Penalty: 776.401550
	Iteration 7F: 3 clusters Score -218912.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219173.687500 Penalty: 776.401550
	Iteration 8F: 3 clusters Score -219173.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -219387.156250 Penalty: 776.401550
	Iteration 9Q: 3 clusters Score -219387.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -219564.937500 Penalty: 776.401550
	Iteration 10Q: 3 clusters Score -219564.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -219696.062500 Penalty: 776.401550
	Iteration 11Q: 3 clusters Score -219696.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -219780.703125 Penalty: 776.401550
	Iteration 12Q: 3 clusters Score -219780.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -219836.875000 Penalty: 776.401550
	Iteration 13Q: 3 clusters Score -219836.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -219866.609375 Penalty: 776.401550
	Iteration 14Q: 3 clusters Score -219866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -219877.468750 Penalty: 776.401550
	Iteration 15Q: 3 clusters Score -219877.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -219887.906250 Penalty: 776.401550
	Iteration 16Q: 3 clusters Score -219887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -219888.750000 Penalty: 776.401550
	Iteration 17Q: 3 clusters Score -219888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -219889.062500 Penalty: 776.401550
	Iteration 18Q: 3 clusters Score -219889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -219889.062500 Penalty: 776.401550
	Iteration 19F: 3 clusters Score -219889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 105487 members 
Mstep: Class 3 contains 25843 members 
Mstep: Class 4 contains 80388 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 87348 members 
Mstep: Class 7 contains 21331 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 48409 members 
Mstep: Class 13 contains 285582 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 310100 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17504 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 5074 members 
Entering Unmasked Estep 
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Iteration 319Q: 21 clusters Score -4.694814e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 105392 members 
Mstep: Class 3 contains 25810 members 
Mstep: Class 4 contains 80099 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 86547 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40428 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 48275 members 
Mstep: Class 13 contains 287553 members 
Mstep: Class 14 contains 10898 members 
Mstep: Class 15 contains 309452 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17498 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 5072 members 
Entering Unmasked Estep 
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Iteration 320F: 21 clusters Score -4.694845e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 105304 members 
Mstep: Class 3 contains 25781 members 
Mstep: Class 4 contains 79787 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 85884 members 
Mstep: Class 7 contains 21375 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40418 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 48174 members 
Mstep: Class 13 contains 289506 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 308685 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 5072 members 
Entering Unmasked Estep 
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Iteration 321Q: 21 clusters Score -4.694911e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 105217 members 
Mstep: Class 3 contains 25762 members 
Mstep: Class 4 contains 79491 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 85356 members 
Mstep: Class 7 contains 21388 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40408 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 48051 members 
Mstep: Class 13 contains 291493 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 307740 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17491 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 5073 members 
Entering Unmasked Estep 
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Iteration 322Q: 21 clusters Score -4.694957e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 105107 members 
Mstep: Class 3 contains 25746 members 
Mstep: Class 4 contains 79242 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84956 members 
Mstep: Class 7 contains 21405 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40406 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 47921 members 
Mstep: Class 13 contains 293528 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 306581 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 5074 members 
Entering Unmasked Estep 
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Iteration 323Q: 21 clusters Score -4.695025e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 104981 members 
Mstep: Class 3 contains 25734 members 
Mstep: Class 4 contains 79096 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84671 members 
Mstep: Class 7 contains 21423 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40406 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 47776 members 
Mstep: Class 13 contains 295637 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 305179 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 5076 members 
Entering Unmasked Estep 
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Iteration 324Q: 21 clusters Score -4.695071e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 104853 members 
Mstep: Class 3 contains 25731 members 
Mstep: Class 4 contains 78935 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84505 members 
Mstep: Class 7 contains 21433 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40394 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 47622 members 
Mstep: Class 13 contains 297664 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 15 contains 303752 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 5077 members 
Entering Unmasked Estep 
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Iteration 325Q: 21 clusters Score -4.695122e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 104710 members 
Mstep: Class 3 contains 25720 members 
Mstep: Class 4 contains 78845 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84451 members 
Mstep: Class 7 contains 21438 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40400 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 47448 members 
Mstep: Class 13 contains 299645 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 302178 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17501 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
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Iteration 326Q: 21 clusters Score -4.695192e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 104606 members 
Mstep: Class 3 contains 25715 members 
Mstep: Class 4 contains 78786 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84491 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40397 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 47281 members 
Mstep: Class 13 contains 301476 members 
Mstep: Class 14 contains 11028 members 
Mstep: Class 15 contains 300617 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 5076 members 
Entering Unmasked Estep 
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Iteration 327Q: 21 clusters Score -4.695242e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 104496 members 
Mstep: Class 3 contains 25706 members 
Mstep: Class 4 contains 78830 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84624 members 
Mstep: Class 7 contains 21454 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 47119 members 
Mstep: Class 13 contains 303210 members 
Mstep: Class 14 contains 11050 members 
Mstep: Class 15 contains 298973 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 5073 members 
Entering Unmasked Estep 
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Iteration 328Q: 21 clusters Score -4.695297e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 104405 members 
Mstep: Class 3 contains 25702 members 
Mstep: Class 4 contains 78901 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 84815 members 
Mstep: Class 7 contains 21455 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40392 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 46968 members 
Mstep: Class 13 contains 304669 members 
Mstep: Class 14 contains 11070 members 
Mstep: Class 15 contains 297492 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17502 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 5070 members 
Entering Unmasked Estep 
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Iteration 329Q: 21 clusters Score -4.695344e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 104324 members 
Mstep: Class 3 contains 25696 members 
Mstep: Class 4 contains 79009 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85056 members 
Mstep: Class 7 contains 21458 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40377 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46833 members 
Mstep: Class 13 contains 305884 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 296161 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 5067 members 
Entering Unmasked Estep 
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Iteration 330Q: 21 clusters Score -4.695408e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 104249 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 79182 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85318 members 
Mstep: Class 7 contains 21458 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40378 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46706 members 
Mstep: Class 13 contains 306926 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 294890 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7039 members 
Mstep: Class 20 contains 5066 members 
Entering Unmasked Estep 
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Iteration 331Q: 21 clusters Score -4.69545e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 104208 members 
Mstep: Class 3 contains 25691 members 
Mstep: Class 4 contains 79345 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85573 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40374 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46586 members 
Mstep: Class 13 contains 307729 members 
Mstep: Class 14 contains 11104 members 
Mstep: Class 15 contains 293842 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17478 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 5065 members 
Entering Unmasked Estep 
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Iteration 332Q: 21 clusters Score -4.695468e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 104190 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 79522 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85852 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40370 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46487 members 
Mstep: Class 13 contains 308348 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 292884 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 17473 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 5059 members 
Entering Unmasked Estep 
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Iteration 333Q: 21 clusters Score -4.695476e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 104163 members 
Mstep: Class 3 contains 25700 members 
Mstep: Class 4 contains 79749 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86143 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 46393 members 
Mstep: Class 13 contains 308860 members 
Mstep: Class 14 contains 11144 members 
Mstep: Class 15 contains 291981 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17464 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7063 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
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Iteration 334Q: 21 clusters Score -4.695502e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 104129 members 
Mstep: Class 3 contains 25700 members 
Mstep: Class 4 contains 80027 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86449 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 46302 members 
Mstep: Class 13 contains 309195 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 291176 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 17458 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 5042 members 
Entering Unmasked Estep 
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Iteration 335Q: 21 clusters Score -4.695536e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 104087 members 
Mstep: Class 3 contains 25703 members 
Mstep: Class 4 contains 80362 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86768 members 
Mstep: Class 7 contains 21459 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40355 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 46196 members 
Mstep: Class 13 contains 309437 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 290419 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17451 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 5040 members 
Entering Unmasked Estep 
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Iteration 336Q: 21 clusters Score -4.695562e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 104038 members 
Mstep: Class 3 contains 25702 members 
Mstep: Class 4 contains 80802 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87062 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40340 members 
Mstep: Class 10 contains 4888 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46108 members 
Mstep: Class 13 contains 309562 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 289713 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17440 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 5041 members 
Entering Unmasked Estep 
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Iteration 337Q: 21 clusters Score -4.695574e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 103997 members 
Mstep: Class 3 contains 25701 members 
Mstep: Class 4 contains 81284 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87365 members 
Mstep: Class 7 contains 21468 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40320 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 309542 members 
Mstep: Class 14 contains 11210 members 
Mstep: Class 15 contains 289093 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17428 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 5043 members 
Entering Unmasked Estep 
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Iteration 338Q: 21 clusters Score -4.695571e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 103959 members 
Mstep: Class 3 contains 25705 members 
Mstep: Class 4 contains 81818 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87656 members 
Mstep: Class 7 contains 21468 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40301 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 45937 members 
Mstep: Class 13 contains 309359 members 
Mstep: Class 14 contains 11221 members 
Mstep: Class 15 contains 288590 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17408 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 5049 members 
Entering Unmasked Estep 
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Iteration 339Q: 21 clusters Score -4.695584e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 103894 members 
Mstep: Class 3 contains 25706 members 
Mstep: Class 4 contains 82405 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87945 members 
Mstep: Class 7 contains 21466 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40281 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 45838 members 
Mstep: Class 13 contains 309130 members 
Mstep: Class 14 contains 11241 members 
Mstep: Class 15 contains 288123 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17381 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7183 members 
Mstep: Class 20 contains 5047 members 
Entering Unmasked Estep 
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Iteration 340F: 21 clusters Score -4.695594e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 103812 members 
Mstep: Class 3 contains 25703 members 
Mstep: Class 4 contains 82984 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 88206 members 
Mstep: Class 7 contains 21466 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40272 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 308852 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 287750 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17358 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 5048 members 
Entering Unmasked Estep 
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Iteration 341Q: 21 clusters Score -4.695597e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 103742 members 
Mstep: Class 3 contains 25699 members 
Mstep: Class 4 contains 83586 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88421 members 
Mstep: Class 7 contains 21467 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40267 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 45636 members 
Mstep: Class 13 contains 308492 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 287444 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17338 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 5050 members 
Entering Unmasked Estep 
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Iteration 342Q: 21 clusters Score -4.695613e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 103682 members 
Mstep: Class 3 contains 25703 members 
Mstep: Class 4 contains 84157 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88637 members 
Mstep: Class 7 contains 21467 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40266 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 45543 members 
Mstep: Class 13 contains 308022 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 287273 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17321 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 5050 members 
Entering Unmasked Estep 
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Iteration 343Q: 21 clusters Score -4.695624e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 103633 members 
Mstep: Class 3 contains 25708 members 
Mstep: Class 4 contains 84719 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88842 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40272 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 45454 members 
Mstep: Class 13 contains 307494 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 287177 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17304 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 5051 members 
Entering Unmasked Estep 
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Iteration 344Q: 21 clusters Score -4.695618e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 103563 members 
Mstep: Class 3 contains 25715 members 
Mstep: Class 4 contains 85299 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88988 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40273 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 45371 members 
Mstep: Class 13 contains 306969 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 287133 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17287 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 5049 members 
Entering Unmasked Estep 
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Iteration 345Q: 21 clusters Score -4.695613e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 103493 members 
Mstep: Class 3 contains 25720 members 
Mstep: Class 4 contains 85863 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89103 members 
Mstep: Class 7 contains 21461 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40274 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 45272 members 
Mstep: Class 13 contains 306456 members 
Mstep: Class 14 contains 11308 members 
Mstep: Class 15 contains 287123 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
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Iteration 346Q: 21 clusters Score -4.695633e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 103411 members 
Mstep: Class 3 contains 25718 members 
Mstep: Class 4 contains 86424 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89182 members 
Mstep: Class 7 contains 21462 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40272 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 45155 members 
Mstep: Class 13 contains 305961 members 
Mstep: Class 14 contains 11326 members 
Mstep: Class 15 contains 287156 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17259 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956400.000000 Penalty: 12671.912109
Iteration 347Q: 21 clusters Score -4.69564e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 103307 members 
Mstep: Class 3 contains 25712 members 
Mstep: Class 4 contains 86989 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89249 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40267 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 45039 members 
Mstep: Class 13 contains 305475 members 
Mstep: Class 14 contains 11348 members 
Mstep: Class 15 contains 287203 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17243 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956512.000000 Penalty: 12671.912109
Iteration 348Q: 21 clusters Score -4.695651e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 103206 members 
Mstep: Class 3 contains 25701 members 
Mstep: Class 4 contains 87562 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89334 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40262 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44936 members 
Mstep: Class 13 contains 304960 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 287257 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17235 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7304 members 
Mstep: Class 20 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956540.000000 Penalty: 12671.912109
Iteration 349Q: 21 clusters Score -4.695654e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 103100 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 88162 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89413 members 
Mstep: Class 7 contains 21462 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40259 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44830 members 
Mstep: Class 13 contains 304433 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 287323 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956520.000000 Penalty: 12671.912109
Iteration 350Q: 21 clusters Score -4.695652e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 103005 members 
Mstep: Class 3 contains 25668 members 
Mstep: Class 4 contains 88734 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89471 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40265 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44749 members 
Mstep: Class 13 contains 303869 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 287433 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17211 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956476.000000 Penalty: 12671.912109
Iteration 351Q: 21 clusters Score -4.695648e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 102893 members 
Mstep: Class 3 contains 25647 members 
Mstep: Class 4 contains 89299 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89495 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40259 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44674 members 
Mstep: Class 13 contains 303309 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 287612 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956424.000000 Penalty: 12671.912109
Iteration 352Q: 21 clusters Score -4.695642e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 102780 members 
Mstep: Class 3 contains 25631 members 
Mstep: Class 4 contains 89849 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89502 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40256 members 
Mstep: Class 10 contains 4888 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44599 members 
Mstep: Class 13 contains 302697 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 287862 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17191 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956504.000000 Penalty: 12671.912109
Iteration 353Q: 21 clusters Score -4.69565e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 102684 members 
Mstep: Class 3 contains 25618 members 
Mstep: Class 4 contains 90406 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89478 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40254 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44516 members 
Mstep: Class 13 contains 302057 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 288164 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17173 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956452.000000 Penalty: 12671.912109
Iteration 354Q: 21 clusters Score -4.695645e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 102606 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 91022 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89423 members 
Mstep: Class 7 contains 21465 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40254 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44446 members 
Mstep: Class 13 contains 301421 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 15 contains 288414 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 17148 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956836.000000 Penalty: 12671.912109
Iteration 355Q: 21 clusters Score -4.695684e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 102529 members 
Mstep: Class 3 contains 25604 members 
Mstep: Class 4 contains 91626 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89372 members 
Mstep: Class 7 contains 21467 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40257 members 
Mstep: Class 10 contains 4889 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 300778 members 
Mstep: Class 14 contains 11508 members 
Mstep: Class 15 contains 288669 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 17132 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7376 members 
Mstep: Class 20 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956776.000000 Penalty: 12671.912109
Iteration 356Q: 21 clusters Score -4.695678e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 102443 members 
Mstep: Class 3 contains 25602 members 
Mstep: Class 4 contains 92180 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89314 members 
Mstep: Class 7 contains 21472 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40253 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44302 members 
Mstep: Class 13 contains 300129 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 289016 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 17124 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956788.000000 Penalty: 12671.912109
Iteration 357Q: 21 clusters Score -4.695679e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 102360 members 
Mstep: Class 3 contains 25591 members 
Mstep: Class 4 contains 92726 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89224 members 
Mstep: Class 7 contains 21480 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40244 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44227 members 
Mstep: Class 13 contains 299521 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 289355 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 17125 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956656.000000 Penalty: 12671.912109
Iteration 358Q: 21 clusters Score -4.695666e+07 nChanged 1820
Entering ConstructFrom: 
Score: -46956656.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (61588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Entering Unmasked Estep 
Score: -2727662.250000 Penalty: 501.784119
	Iteration 0F: 2 clusters Score -2727662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2686336.000000 Penalty: 1003.568237
	Iteration 0F: 3 clusters Score -2686336 nChanged 29909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -2705483.750000 Penalty: 1003.568237
	Iteration 1F: 3 clusters Score -2705484 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -2707693.750000 Penalty: 1003.568237
	Iteration 2F: 3 clusters Score -2707694 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -2711435.750000 Penalty: 1003.568237
	Iteration 3F: 3 clusters Score -2711436 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -2716455.000000 Penalty: 1003.568237
	Iteration 4F: 3 clusters Score -2716455 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -2721448.000000 Penalty: 1003.568237
	Iteration 5F: 3 clusters Score -2721448 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -2724665.250000 Penalty: 1003.568237
	Iteration 6F: 3 clusters Score -2724665 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -2726157.250000 Penalty: 1003.568237
	Iteration 7Q: 3 clusters Score -2726157 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -2726766.750000 Penalty: 1003.568237
	Iteration 8Q: 3 clusters Score -2726767 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -2727023.250000 Penalty: 1003.568237
	Iteration 9Q: 3 clusters Score -2727023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -2727117.500000 Penalty: 1003.568237
	Iteration 10Q: 3 clusters Score -2727118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -2727169.750000 Penalty: 1003.568237
	Iteration 11Q: 3 clusters Score -2727170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -2727192.500000 Penalty: 1003.568237
	Iteration 12Q: 3 clusters Score -2727192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -2727200.250000 Penalty: 1003.568237
	Iteration 13Q: 3 clusters Score -2727200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -2727214.500000 Penalty: 1003.568237
	Iteration 14Q: 3 clusters Score -2727214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -2727224.500000 Penalty: 1003.568237
	Iteration 15Q: 3 clusters Score -2727224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -2727224.000000 Penalty: 1003.568237
	Iteration 16Q: 3 clusters Score -2727224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -2727226.000000 Penalty: 1003.568237
	Iteration 17Q: 3 clusters Score -2727226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -2727226.500000 Penalty: 1003.568237
	Iteration 18Q: 3 clusters Score -2727226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -2727227.500000 Penalty: 1003.568237
	Iteration 19Q: 3 clusters Score -2727228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -2727226.750000 Penalty: 1003.568237
	Iteration 20F: 3 clusters Score -2727227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Entering Unmasked Estep 
Score: -4568543.500000 Penalty: 524.879883
	Iteration 0F: 2 clusters Score -4568544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -4499324.500000 Penalty: 1049.759766
	Iteration 0F: 3 clusters Score -4499324 nChanged 50016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -4529610.500000 Penalty: 1049.759766
	Iteration 1F: 3 clusters Score -4529610 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -4530464.000000 Penalty: 1049.759766
	Iteration 2Q: 3 clusters Score -4530464 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -4531558.500000 Penalty: 1049.759766
	Iteration 3Q: 3 clusters Score -4531558 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -4533292.000000 Penalty: 1049.759766
	Iteration 4Q: 3 clusters Score -4533292 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -4536083.000000 Penalty: 1049.759766
	Iteration 5Q: 3 clusters Score -4536083 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -4540622.500000 Penalty: 1049.759766
	Iteration 6F: 3 clusters Score -4540622 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -4547119.500000 Penalty: 1049.759766
	Iteration 7F: 3 clusters Score -4547120 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -4554574.500000 Penalty: 1049.759766
	Iteration 8F: 3 clusters Score -4554574 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -4561072.500000 Penalty: 1049.759766
	Iteration 9F: 3 clusters Score -4561072 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -4565174.000000 Penalty: 1049.759766
	Iteration 10Q: 3 clusters Score -4565174 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -4567086.000000 Penalty: 1049.759766
	Iteration 11Q: 3 clusters Score -4567086 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -4567753.500000 Penalty: 1049.759766
	Iteration 12Q: 3 clusters Score -4567754 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -4567947.500000 Penalty: 1049.759766
	Iteration 13Q: 3 clusters Score -4567948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -4568018.000000 Penalty: 1049.759766
	Iteration 14Q: 3 clusters Score -4568018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -4568047.500000 Penalty: 1049.759766
	Iteration 15Q: 3 clusters Score -4568048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -4568073.500000 Penalty: 1049.759766
	Iteration 16Q: 3 clusters Score -4568074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -4568086.000000 Penalty: 1049.759766
	Iteration 17Q: 3 clusters Score -4568086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -4568094.500000 Penalty: 1049.759766
	Iteration 18Q: 3 clusters Score -4568094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -4568098.000000 Penalty: 1049.759766
	Iteration 19Q: 3 clusters Score -4568098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -4568105.000000 Penalty: 1049.759766
	Iteration 20F: 3 clusters Score -4568105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -4568113.000000 Penalty: 1049.759766
	Iteration 21Q: 3 clusters Score -4568113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -4568113.500000 Penalty: 1049.759766
	Iteration 22Q: 3 clusters Score -4568114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -4568118.000000 Penalty: 1049.759766
	Iteration 23Q: 3 clusters Score -4568118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -4568128.000000 Penalty: 1049.759766
	Iteration 24Q: 3 clusters Score -4568128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -4568132.500000 Penalty: 1049.759766
	Iteration 25Q: 3 clusters Score -4568132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -4568134.500000 Penalty: 1049.759766
	Iteration 26Q: 3 clusters Score -4568134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -4568137.500000 Penalty: 1049.759766
	Iteration 27Q: 3 clusters Score -4568138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -4568138.500000 Penalty: 1049.759766
	Iteration 28Q: 3 clusters Score -4568138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -4568138.500000 Penalty: 1049.759766
	Iteration 29F: 3 clusters Score -4568138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Entering Unmasked Estep 
Score: -1129305.750000 Penalty: 461.812347
	Iteration 0F: 2 clusters Score -1129306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1112299.000000 Penalty: 923.624695
	Iteration 0F: 3 clusters Score -1112299 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1119610.000000 Penalty: 923.624695
	Iteration 1F: 3 clusters Score -1119610 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1120552.500000 Penalty: 923.624695
	Iteration 2F: 3 clusters Score -1120552 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1122112.125000 Penalty: 923.624695
	Iteration 3F: 3 clusters Score -1122112 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1124118.750000 Penalty: 923.624695
	Iteration 4F: 3 clusters Score -1124119 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1125996.750000 Penalty: 923.624695
	Iteration 5F: 3 clusters Score -1125997 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1127171.625000 Penalty: 923.624695
	Iteration 6Q: 3 clusters Score -1127172 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1127840.125000 Penalty: 923.624695
	Iteration 7Q: 3 clusters Score -1127840 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1128243.875000 Penalty: 923.624695
	Iteration 8Q: 3 clusters Score -1128244 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1128499.625000 Penalty: 923.624695
	Iteration 9Q: 3 clusters Score -1128500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1128641.875000 Penalty: 923.624695
	Iteration 10Q: 3 clusters Score -1128642 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1128757.875000 Penalty: 923.624695
	Iteration 11Q: 3 clusters Score -1128758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1128827.125000 Penalty: 923.624695
	Iteration 12Q: 3 clusters Score -1128827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1128854.750000 Penalty: 923.624695
	Iteration 13Q: 3 clusters Score -1128855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1128868.125000 Penalty: 923.624695
	Iteration 14Q: 3 clusters Score -1128868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1128882.000000 Penalty: 923.624695
	Iteration 15Q: 3 clusters Score -1128882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1128888.625000 Penalty: 923.624695
	Iteration 16Q: 3 clusters Score -1128889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1128892.750000 Penalty: 923.624695
	Iteration 17Q: 3 clusters Score -1128893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1128896.875000 Penalty: 923.624695
	Iteration 18Q: 3 clusters Score -1128897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1128901.750000 Penalty: 923.624695
	Iteration 19Q: 3 clusters Score -1128902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1128902.625000 Penalty: 923.624695
	Iteration 20F: 3 clusters Score -1128903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1128904.375000 Penalty: 923.624695
	Iteration 21Q: 3 clusters Score -1128904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1128904.875000 Penalty: 923.624695
	Iteration 22Q: 3 clusters Score -1128905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1128904.875000 Penalty: 923.624695
	Iteration 23F: 3 clusters Score -1128905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Entering Unmasked Estep 
Score: -4224473.000000 Penalty: 520.640747
	Iteration 0F: 2 clusters Score -4224473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -4161425.000000 Penalty: 1041.281494
	Iteration 0F: 3 clusters Score -4161425 nChanged 45730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -4190202.750000 Penalty: 1041.281494
	Iteration 1F: 3 clusters Score -4190203 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -4192149.250000 Penalty: 1041.281494
	Iteration 2F: 3 clusters Score -4192149 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -4195325.500000 Penalty: 1041.281494
	Iteration 3F: 3 clusters Score -4195326 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -4200410.500000 Penalty: 1041.281494
	Iteration 4F: 3 clusters Score -4200410 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -4207216.500000 Penalty: 1041.281494
	Iteration 5F: 3 clusters Score -4207216 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -4214446.000000 Penalty: 1041.281494
	Iteration 6F: 3 clusters Score -4214446 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -4219826.000000 Penalty: 1041.281494
	Iteration 7F: 3 clusters Score -4219826 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -4222608.000000 Penalty: 1041.281494
	Iteration 8Q: 3 clusters Score -4222608 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -4223591.000000 Penalty: 1041.281494
	Iteration 9Q: 3 clusters Score -4223591 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -4223859.500000 Penalty: 1041.281494
	Iteration 10Q: 3 clusters Score -4223860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -4223953.000000 Penalty: 1041.281494
	Iteration 11Q: 3 clusters Score -4223953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -4223990.500000 Penalty: 1041.281494
	Iteration 12Q: 3 clusters Score -4223990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -4223999.500000 Penalty: 1041.281494
	Iteration 13Q: 3 clusters Score -4224000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -4224009.000000 Penalty: 1041.281494
	Iteration 14Q: 3 clusters Score -4224009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -4224007.000000 Penalty: 1041.281494
	Iteration 15Q: 3 clusters Score -4224007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -4224012.000000 Penalty: 1041.281494
	Iteration 16Q: 3 clusters Score -4224012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -4224014.000000 Penalty: 1041.281494
	Iteration 17Q: 3 clusters Score -4224014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -4224012.500000 Penalty: 1041.281494
	Iteration 18Q: 3 clusters Score -4224012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -4224012.500000 Penalty: 1041.281494
	Iteration 19F: 3 clusters Score -4224012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4426.016602 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4426.017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4189.103027 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4189.103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4223.933105 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4223.933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4230.856934 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4230.857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4235.520996 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4235.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4237.009766 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4237.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4240.824707 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4240.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4241.586426 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4241.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4241.586426 Penalty: 437.165894
	Iteration 7F: 3 clusters Score -4241.586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Entering Unmasked Estep 
Score: -3937305.250000 Penalty: 518.589966
	Iteration 0F: 2 clusters Score -3937305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -3877342.000000 Penalty: 1037.179932
	Iteration 0F: 3 clusters Score -3877342 nChanged 43654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3904211.000000 Penalty: 1037.179932
	Iteration 1F: 3 clusters Score -3904211 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3906771.000000 Penalty: 1037.179932
	Iteration 2F: 3 clusters Score -3906771 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3911053.750000 Penalty: 1037.179932
	Iteration 3F: 3 clusters Score -3911054 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3917589.000000 Penalty: 1037.179932
	Iteration 4F: 3 clusters Score -3917589 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3925072.500000 Penalty: 1037.179932
	Iteration 5F: 3 clusters Score -3925072 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3930894.750000 Penalty: 1037.179932
	Iteration 6F: 3 clusters Score -3930895 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3934253.500000 Penalty: 1037.179932
	Iteration 7Q: 3 clusters Score -3934254 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3935752.250000 Penalty: 1037.179932
	Iteration 8Q: 3 clusters Score -3935752 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3936367.500000 Penalty: 1037.179932
	Iteration 9Q: 3 clusters Score -3936368 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3936664.500000 Penalty: 1037.179932
	Iteration 10Q: 3 clusters Score -3936664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3936783.000000 Penalty: 1037.179932
	Iteration 11Q: 3 clusters Score -3936783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3936847.000000 Penalty: 1037.179932
	Iteration 12Q: 3 clusters Score -3936847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3936883.000000 Penalty: 1037.179932
	Iteration 13Q: 3 clusters Score -3936883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3936897.750000 Penalty: 1037.179932
	Iteration 14Q: 3 clusters Score -3936898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3936902.500000 Penalty: 1037.179932
	Iteration 15Q: 3 clusters Score -3936902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3936904.000000 Penalty: 1037.179932
	Iteration 16Q: 3 clusters Score -3936904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3936911.000000 Penalty: 1037.179932
	Iteration 17Q: 3 clusters Score -3936911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3936913.750000 Penalty: 1037.179932
	Iteration 18Q: 3 clusters Score -3936914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3936916.250000 Penalty: 1037.179932
	Iteration 19Q: 3 clusters Score -3936916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3936918.250000 Penalty: 1037.179932
	Iteration 20F: 3 clusters Score -3936918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Entering Unmasked Estep 
Score: -927943.187500 Penalty: 453.865387
	Iteration 0F: 2 clusters Score -927943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -913557.875000 Penalty: 907.730774
	Iteration 0F: 3 clusters Score -913557.9 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -919517.625000 Penalty: 907.730774
	Iteration 1F: 3 clusters Score -919517.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -919852.375000 Penalty: 907.730774
	Iteration 2F: 3 clusters Score -919852.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -920241.312500 Penalty: 907.730774
	Iteration 3Q: 3 clusters Score -920241.3 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -920787.125000 Penalty: 907.730774
	Iteration 4Q: 3 clusters Score -920787.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -921578.437500 Penalty: 907.730774
	Iteration 5F: 3 clusters Score -921578.4 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -922710.625000 Penalty: 907.730774
	Iteration 6F: 3 clusters Score -922710.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -924027.812500 Penalty: 907.730774
	Iteration 7F: 3 clusters Score -924027.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -925088.562500 Penalty: 907.730774
	Iteration 8F: 3 clusters Score -925088.6 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -925653.937500 Penalty: 907.730774
	Iteration 9Q: 3 clusters Score -925653.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -925945.250000 Penalty: 907.730774
	Iteration 10Q: 3 clusters Score -925945.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -926135.875000 Penalty: 907.730774
	Iteration 11Q: 3 clusters Score -926135.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -926309.187500 Penalty: 907.730774
	Iteration 12Q: 3 clusters Score -926309.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -926490.375000 Penalty: 907.730774
	Iteration 13Q: 3 clusters Score -926490.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -926688.625000 Penalty: 907.730774
	Iteration 14Q: 3 clusters Score -926688.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -926872.562500 Penalty: 907.730774
	Iteration 15Q: 3 clusters Score -926872.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -927042.437500 Penalty: 907.730774
	Iteration 16Q: 3 clusters Score -927042.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -927162.000000 Penalty: 907.730774
	Iteration 17Q: 3 clusters Score -927162 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -927236.125000 Penalty: 907.730774
	Iteration 18Q: 3 clusters Score -927236.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -927285.125000 Penalty: 907.730774
	Iteration 19Q: 3 clusters Score -927285.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -927318.437500 Penalty: 907.730774
	Iteration 20F: 3 clusters Score -927318.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -927336.062500 Penalty: 907.730774
	Iteration 21Q: 3 clusters Score -927336.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -927348.125000 Penalty: 907.730774
	Iteration 22Q: 3 clusters Score -927348.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -927350.437500 Penalty: 907.730774
	Iteration 23Q: 3 clusters Score -927350.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -927356.625000 Penalty: 907.730774
	Iteration 24Q: 3 clusters Score -927356.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -927357.187500 Penalty: 907.730774
	Iteration 25Q: 3 clusters Score -927357.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -927359.687500 Penalty: 907.730774
	Iteration 26Q: 3 clusters Score -927359.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -927361.250000 Penalty: 907.730774
	Iteration 27Q: 3 clusters Score -927361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -927362.312500 Penalty: 907.730774
	Iteration 28Q: 3 clusters Score -927362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -927364.687500 Penalty: 907.730774
	Iteration 29Q: 3 clusters Score -927364.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -927364.187500 Penalty: 907.730774
	Iteration 30Q: 3 clusters Score -927364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -927368.125000 Penalty: 907.730774
	Iteration 31Q: 3 clusters Score -927368.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -927368.000000 Penalty: 907.730774
	Iteration 32Q: 3 clusters Score -927368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -927367.625000 Penalty: 907.730774
	Iteration 33Q: 3 clusters Score -927367.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -927370.187500 Penalty: 907.730774
	Iteration 34Q: 3 clusters Score -927370.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -927369.687500 Penalty: 907.730774
	Iteration 35Q: 3 clusters Score -927369.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -927370.687500 Penalty: 907.730774
	Iteration 36Q: 3 clusters Score -927370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -927372.062500 Penalty: 907.730774
	Iteration 37Q: 3 clusters Score -927372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -927372.687500 Penalty: 907.730774
	Iteration 38Q: 3 clusters Score -927372.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -927371.125000 Penalty: 907.730774
	Iteration 39Q: 3 clusters Score -927371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -927369.625000 Penalty: 907.730774
	Iteration 40F: 3 clusters Score -927369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -927371.062500 Penalty: 907.730774
	Iteration 41Q: 3 clusters Score -927371.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -927374.375000 Penalty: 907.730774
	Iteration 42Q: 3 clusters Score -927374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -927372.687500 Penalty: 907.730774
	Iteration 43Q: 3 clusters Score -927372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -927374.375000 Penalty: 907.730774
	Iteration 44Q: 3 clusters Score -927374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -927373.625000 Penalty: 907.730774
	Iteration 45Q: 3 clusters Score -927373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -927372.062500 Penalty: 907.730774
	Iteration 46Q: 3 clusters Score -927372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -927371.937500 Penalty: 907.730774
	Iteration 47Q: 3 clusters Score -927371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -927371.750000 Penalty: 907.730774
	Iteration 48Q: 3 clusters Score -927371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -927372.437500 Penalty: 907.730774
	Iteration 49Q: 3 clusters Score -927372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -927372.625000 Penalty: 907.730774
	Iteration 50Q: 3 clusters Score -927372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -927373.812500 Penalty: 907.730774
	Iteration 51Q: 3 clusters Score -927373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -927374.625000 Penalty: 907.730774
	Iteration 52Q: 3 clusters Score -927374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -927374.812500 Penalty: 907.730774
	Iteration 53Q: 3 clusters Score -927374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -927375.250000 Penalty: 907.730774
	Iteration 54Q: 3 clusters Score -927375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -927375.875000 Penalty: 907.730774
	Iteration 55Q: 3 clusters Score -927375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -927373.562500 Penalty: 907.730774
	Iteration 56Q: 3 clusters Score -927373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -927375.750000 Penalty: 907.730774
	Iteration 57Q: 3 clusters Score -927375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -927376.812500 Penalty: 907.730774
	Iteration 58Q: 3 clusters Score -927376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -927377.687500 Penalty: 907.730774
	Iteration 59Q: 3 clusters Score -927377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -927378.125000 Penalty: 907.730774
	Iteration 60F: 3 clusters Score -927378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -927378.312500 Penalty: 907.730774
	Iteration 61Q: 3 clusters Score -927378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -927378.500000 Penalty: 907.730774
	Iteration 62Q: 3 clusters Score -927378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -927378.500000 Penalty: 907.730774
	Iteration 63F: 3 clusters Score -927378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -5554.092285 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -5554.092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5328.818359 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -5328.818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5387.961426 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -5387.961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5413.604492 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -5413.604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5426.669434 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -5426.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5427.118652 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -5427.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5427.118652 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -5427.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Entering Unmasked Estep 
Score: -1632801.625000 Penalty: 482.426971
	Iteration 0F: 2 clusters Score -1632802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1605937.625000 Penalty: 964.853943
	Iteration 0F: 3 clusters Score -1605938 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1617481.250000 Penalty: 964.853943
	Iteration 1F: 3 clusters Score -1617481 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1618401.750000 Penalty: 964.853943
	Iteration 2Q: 3 clusters Score -1618402 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1619944.625000 Penalty: 964.853943
	Iteration 3F: 3 clusters Score -1619945 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1622146.000000 Penalty: 964.853943
	Iteration 4F: 3 clusters Score -1622146 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1624491.375000 Penalty: 964.853943
	Iteration 5F: 3 clusters Score -1624491 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1626169.750000 Penalty: 964.853943
	Iteration 6F: 3 clusters Score -1626170 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1626897.375000 Penalty: 964.853943
	Iteration 7Q: 3 clusters Score -1626897 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1627201.625000 Penalty: 964.853943
	Iteration 8Q: 3 clusters Score -1627202 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1627430.125000 Penalty: 964.853943
	Iteration 9Q: 3 clusters Score -1627430 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1627646.000000 Penalty: 964.853943
	Iteration 10Q: 3 clusters Score -1627646 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1627905.125000 Penalty: 964.853943
	Iteration 11Q: 3 clusters Score -1627905 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1628185.250000 Penalty: 964.853943
	Iteration 12Q: 3 clusters Score -1628185 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1628520.875000 Penalty: 964.853943
	Iteration 13Q: 3 clusters Score -1628521 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1628853.875000 Penalty: 964.853943
	Iteration 14Q: 3 clusters Score -1628854 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1629185.750000 Penalty: 964.853943
	Iteration 15Q: 3 clusters Score -1629186 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1629530.375000 Penalty: 964.853943
	Iteration 16Q: 3 clusters Score -1629530 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1629869.250000 Penalty: 964.853943
	Iteration 17Q: 3 clusters Score -1629869 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1630203.750000 Penalty: 964.853943
	Iteration 18Q: 3 clusters Score -1630204 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1630507.250000 Penalty: 964.853943
	Iteration 19Q: 3 clusters Score -1630507 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1630778.375000 Penalty: 964.853943
	Iteration 20F: 3 clusters Score -1630778 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1630995.875000 Penalty: 964.853943
	Iteration 21Q: 3 clusters Score -1630996 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1631183.125000 Penalty: 964.853943
	Iteration 22Q: 3 clusters Score -1631183 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1631317.500000 Penalty: 964.853943
	Iteration 23Q: 3 clusters Score -1631318 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1631434.125000 Penalty: 964.853943
	Iteration 24Q: 3 clusters Score -1631434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1631567.500000 Penalty: 964.853943
	Iteration 25Q: 3 clusters Score -1631568 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1631690.625000 Penalty: 964.853943
	Iteration 26Q: 3 clusters Score -1631691 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1631819.125000 Penalty: 964.853943
	Iteration 27Q: 3 clusters Score -1631819 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1631921.250000 Penalty: 964.853943
	Iteration 28Q: 3 clusters Score -1631921 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1631997.375000 Penalty: 964.853943
	Iteration 29Q: 3 clusters Score -1631997 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1632083.125000 Penalty: 964.853943
	Iteration 30Q: 3 clusters Score -1632083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1632145.750000 Penalty: 964.853943
	Iteration 31Q: 3 clusters Score -1632146 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1632208.875000 Penalty: 964.853943
	Iteration 32Q: 3 clusters Score -1632209 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1632267.250000 Penalty: 964.853943
	Iteration 33Q: 3 clusters Score -1632267 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1632309.375000 Penalty: 964.853943
	Iteration 34Q: 3 clusters Score -1632309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1632350.875000 Penalty: 964.853943
	Iteration 35Q: 3 clusters Score -1632351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1632385.250000 Penalty: 964.853943
	Iteration 36Q: 3 clusters Score -1632385 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1632415.750000 Penalty: 964.853943
	Iteration 37Q: 3 clusters Score -1632416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1632446.875000 Penalty: 964.853943
	Iteration 38Q: 3 clusters Score -1632447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1632482.625000 Penalty: 964.853943
	Iteration 39Q: 3 clusters Score -1632483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1632511.625000 Penalty: 964.853943
	Iteration 40F: 3 clusters Score -1632512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1632531.375000 Penalty: 964.853943
	Iteration 41Q: 3 clusters Score -1632531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1632553.250000 Penalty: 964.853943
	Iteration 42Q: 3 clusters Score -1632553 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1632573.375000 Penalty: 964.853943
	Iteration 43Q: 3 clusters Score -1632573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1632595.875000 Penalty: 964.853943
	Iteration 44Q: 3 clusters Score -1632596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1632618.625000 Penalty: 964.853943
	Iteration 45Q: 3 clusters Score -1632619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1632631.375000 Penalty: 964.853943
	Iteration 46Q: 3 clusters Score -1632631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1632652.000000 Penalty: 964.853943
	Iteration 47Q: 3 clusters Score -1632652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1632677.125000 Penalty: 964.853943
	Iteration 48Q: 3 clusters Score -1632677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1632688.375000 Penalty: 964.853943
	Iteration 49Q: 3 clusters Score -1632688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1632696.625000 Penalty: 964.853943
	Iteration 50Q: 3 clusters Score -1632697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1632696.625000 Penalty: 964.853943
	Iteration 51Q: 3 clusters Score -1632697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1632704.750000 Penalty: 964.853943
	Iteration 52Q: 3 clusters Score -1632705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1632710.250000 Penalty: 964.853943
	Iteration 53Q: 3 clusters Score -1632710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1632715.125000 Penalty: 964.853943
	Iteration 54Q: 3 clusters Score -1632715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1632716.375000 Penalty: 964.853943
	Iteration 55Q: 3 clusters Score -1632716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1632717.750000 Penalty: 964.853943
	Iteration 56Q: 3 clusters Score -1632718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1632719.125000 Penalty: 964.853943
	Iteration 57Q: 3 clusters Score -1632719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1632716.125000 Penalty: 964.853943
	Iteration 58Q: 3 clusters Score -1632716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1632718.000000 Penalty: 964.853943
	Iteration 59Q: 3 clusters Score -1632718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1632720.875000 Penalty: 964.853943
	Iteration 60F: 3 clusters Score -1632721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1632723.875000 Penalty: 964.853943
	Iteration 61Q: 3 clusters Score -1632724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1632722.625000 Penalty: 964.853943
	Iteration 62Q: 3 clusters Score -1632723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1632721.750000 Penalty: 964.853943
	Iteration 63Q: 3 clusters Score -1632722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1632720.500000 Penalty: 964.853943
	Iteration 64Q: 3 clusters Score -1632720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1632721.375000 Penalty: 964.853943
	Iteration 65Q: 3 clusters Score -1632721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1632721.750000 Penalty: 964.853943
	Iteration 66Q: 3 clusters Score -1632722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1632722.250000 Penalty: 964.853943
	Iteration 67Q: 3 clusters Score -1632722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1632726.375000 Penalty: 964.853943
	Iteration 68Q: 3 clusters Score -1632726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1632725.375000 Penalty: 964.853943
	Iteration 69Q: 3 clusters Score -1632725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1632725.000000 Penalty: 964.853943
	Iteration 70Q: 3 clusters Score -1632725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1632724.125000 Penalty: 964.853943
	Iteration 71Q: 3 clusters Score -1632724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1632726.625000 Penalty: 964.853943
	Iteration 72Q: 3 clusters Score -1632727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1632729.000000 Penalty: 964.853943
	Iteration 73Q: 3 clusters Score -1632729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1632730.125000 Penalty: 964.853943
	Iteration 74Q: 3 clusters Score -1632730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1632732.250000 Penalty: 964.853943
	Iteration 75Q: 3 clusters Score -1632732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1632731.500000 Penalty: 964.853943
	Iteration 76Q: 3 clusters Score -1632732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1632730.375000 Penalty: 964.853943
	Iteration 77Q: 3 clusters Score -1632730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1632732.250000 Penalty: 964.853943
	Iteration 78Q: 3 clusters Score -1632732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1632733.375000 Penalty: 964.853943
	Iteration 79Q: 3 clusters Score -1632733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1632733.750000 Penalty: 964.853943
	Iteration 80F: 3 clusters Score -1632734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1632732.125000 Penalty: 964.853943
	Iteration 81Q: 3 clusters Score -1632732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1632733.500000 Penalty: 964.853943
	Iteration 82Q: 3 clusters Score -1632734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1632732.125000 Penalty: 964.853943
	Iteration 83Q: 3 clusters Score -1632732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1632733.000000 Penalty: 964.853943
	Iteration 84Q: 3 clusters Score -1632733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1632733.000000 Penalty: 964.853943
	Iteration 85Q: 3 clusters Score -1632733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1632733.000000 Penalty: 964.853943
	Iteration 86Q: 3 clusters Score -1632733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1632733.375000 Penalty: 964.853943
	Iteration 87Q: 3 clusters Score -1632733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1632732.625000 Penalty: 964.853943
	Iteration 88Q: 3 clusters Score -1632733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1632732.625000 Penalty: 964.853943
	Iteration 89Q: 3 clusters Score -1632733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1632732.375000 Penalty: 964.853943
	Iteration 90Q: 3 clusters Score -1632732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1632732.750000 Penalty: 964.853943
	Iteration 91Q: 3 clusters Score -1632733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1632732.750000 Penalty: 964.853943
	Iteration 92F: 3 clusters Score -1632733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -206241.453125 Penalty: 386.371002
	Iteration 0F: 2 clusters Score -206241.5 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 2450 members 
Entering Unmasked Estep 
Score: -202938.312500 Penalty: 772.742004
	Iteration 0F: 3 clusters Score -202938.3 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -204216.593750 Penalty: 772.742004
	Iteration 1F: 3 clusters Score -204216.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -204394.593750 Penalty: 772.742004
	Iteration 2F: 3 clusters Score -204394.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -204641.734375 Penalty: 772.742004
	Iteration 3F: 3 clusters Score -204641.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -204937.515625 Penalty: 772.742004
	Iteration 4F: 3 clusters Score -204937.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -205197.859375 Penalty: 772.742004
	Iteration 5F: 3 clusters Score -205197.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -205413.296875 Penalty: 772.742004
	Iteration 6F: 3 clusters Score -205413.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -205536.406250 Penalty: 772.742004
	Iteration 7Q: 3 clusters Score -205536.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -205623.968750 Penalty: 772.742004
	Iteration 8Q: 3 clusters Score -205624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -205694.000000 Penalty: 772.742004
	Iteration 9Q: 3 clusters Score -205694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -205760.156250 Penalty: 772.742004
	Iteration 10Q: 3 clusters Score -205760.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -205796.890625 Penalty: 772.742004
	Iteration 11Q: 3 clusters Score -205796.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -205825.984375 Penalty: 772.742004
	Iteration 12Q: 3 clusters Score -205826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -205855.359375 Penalty: 772.742004
	Iteration 13Q: 3 clusters Score -205855.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -205887.109375 Penalty: 772.742004
	Iteration 14Q: 3 clusters Score -205887.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -205915.203125 Penalty: 772.742004
	Iteration 15Q: 3 clusters Score -205915.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -205933.578125 Penalty: 772.742004
	Iteration 16Q: 3 clusters Score -205933.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -205944.734375 Penalty: 772.742004
	Iteration 17Q: 3 clusters Score -205944.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -205956.515625 Penalty: 772.742004
	Iteration 18Q: 3 clusters Score -205956.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -205973.250000 Penalty: 772.742004
	Iteration 19Q: 3 clusters Score -205973.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -205993.937500 Penalty: 772.742004
	Iteration 20F: 3 clusters Score -205993.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -206012.500000 Penalty: 772.742004
	Iteration 21Q: 3 clusters Score -206012.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -206025.437500 Penalty: 772.742004
	Iteration 22Q: 3 clusters Score -206025.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -206037.156250 Penalty: 772.742004
	Iteration 23Q: 3 clusters Score -206037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -206044.843750 Penalty: 772.742004
	Iteration 24Q: 3 clusters Score -206044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -206055.437500 Penalty: 772.742004
	Iteration 25Q: 3 clusters Score -206055.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -206062.968750 Penalty: 772.742004
	Iteration 26Q: 3 clusters Score -206063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -206075.390625 Penalty: 772.742004
	Iteration 27Q: 3 clusters Score -206075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -206085.953125 Penalty: 772.742004
	Iteration 28Q: 3 clusters Score -206086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -206092.125000 Penalty: 772.742004
	Iteration 29Q: 3 clusters Score -206092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -206095.125000 Penalty: 772.742004
	Iteration 30Q: 3 clusters Score -206095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -206098.218750 Penalty: 772.742004
	Iteration 31Q: 3 clusters Score -206098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -206103.250000 Penalty: 772.742004
	Iteration 32Q: 3 clusters Score -206103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -206106.796875 Penalty: 772.742004
	Iteration 33Q: 3 clusters Score -206106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -206107.812500 Penalty: 772.742004
	Iteration 34Q: 3 clusters Score -206107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -206108.250000 Penalty: 772.742004
	Iteration 35Q: 3 clusters Score -206108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -206109.765625 Penalty: 772.742004
	Iteration 36Q: 3 clusters Score -206109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -206112.984375 Penalty: 772.742004
	Iteration 37Q: 3 clusters Score -206113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -206113.593750 Penalty: 772.742004
	Iteration 38Q: 3 clusters Score -206113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -206114.312500 Penalty: 772.742004
	Iteration 39Q: 3 clusters Score -206114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -206115.171875 Penalty: 772.742004
	Iteration 40F: 3 clusters Score -206115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -206116.078125 Penalty: 772.742004
	Iteration 41Q: 3 clusters Score -206116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -206116.640625 Penalty: 772.742004
	Iteration 42Q: 3 clusters Score -206116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -206116.734375 Penalty: 772.742004
	Iteration 43Q: 3 clusters Score -206116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -206116.734375 Penalty: 772.742004
	Iteration 44F: 3 clusters Score -206116.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -85432.585938 Penalty: 346.451202
	Iteration 0F: 2 clusters Score -85432.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -83970.929688 Penalty: 692.902405
	Iteration 0F: 3 clusters Score -83970.93 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -84428.382812 Penalty: 692.902405
	Iteration 1F: 3 clusters Score -84428.38 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -84548.296875 Penalty: 692.902405
	Iteration 2F: 3 clusters Score -84548.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -84663.515625 Penalty: 692.902405
	Iteration 3F: 3 clusters Score -84663.52 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -84806.742188 Penalty: 692.902405
	Iteration 4F: 3 clusters Score -84806.74 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -84919.679688 Penalty: 692.902405
	Iteration 5F: 3 clusters Score -84919.68 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -85002.554688 Penalty: 692.902405
	Iteration 6F: 3 clusters Score -85002.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -85063.320312 Penalty: 692.902405
	Iteration 7Q: 3 clusters Score -85063.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -85104.476562 Penalty: 692.902405
	Iteration 8Q: 3 clusters Score -85104.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -85142.750000 Penalty: 692.902405
	Iteration 9Q: 3 clusters Score -85142.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -85176.593750 Penalty: 692.902405
	Iteration 10Q: 3 clusters Score -85176.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -85208.406250 Penalty: 692.902405
	Iteration 11Q: 3 clusters Score -85208.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -85240.890625 Penalty: 692.902405
	Iteration 12Q: 3 clusters Score -85240.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -85272.984375 Penalty: 692.902405
	Iteration 13Q: 3 clusters Score -85272.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -85300.945312 Penalty: 692.902405
	Iteration 14Q: 3 clusters Score -85300.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -85320.273438 Penalty: 692.902405
	Iteration 15Q: 3 clusters Score -85320.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -85333.976562 Penalty: 692.902405
	Iteration 16Q: 3 clusters Score -85333.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -85342.117188 Penalty: 692.902405
	Iteration 17Q: 3 clusters Score -85342.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -85348.445312 Penalty: 692.902405
	Iteration 18Q: 3 clusters Score -85348.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -85350.070312 Penalty: 692.902405
	Iteration 19Q: 3 clusters Score -85350.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -85351.460938 Penalty: 692.902405
	Iteration 20F: 3 clusters Score -85351.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -85352.328125 Penalty: 692.902405
	Iteration 21Q: 3 clusters Score -85352.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -85354.828125 Penalty: 692.902405
	Iteration 22Q: 3 clusters Score -85354.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -85357.656250 Penalty: 692.902405
	Iteration 23Q: 3 clusters Score -85357.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -85359.937500 Penalty: 692.902405
	Iteration 24Q: 3 clusters Score -85359.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -85362.546875 Penalty: 692.902405
	Iteration 25Q: 3 clusters Score -85362.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -85364.492188 Penalty: 692.902405
	Iteration 26Q: 3 clusters Score -85364.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -85366.867188 Penalty: 692.902405
	Iteration 27Q: 3 clusters Score -85366.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -85368.687500 Penalty: 692.902405
	Iteration 28Q: 3 clusters Score -85368.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -85370.296875 Penalty: 692.902405
	Iteration 29Q: 3 clusters Score -85370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -85372.046875 Penalty: 692.902405
	Iteration 30Q: 3 clusters Score -85372.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -85373.054688 Penalty: 692.902405
	Iteration 31Q: 3 clusters Score -85373.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -85373.367188 Penalty: 692.902405
	Iteration 32Q: 3 clusters Score -85373.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85374.203125 Penalty: 692.902405
	Iteration 33Q: 3 clusters Score -85374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -85374.828125 Penalty: 692.902405
	Iteration 34Q: 3 clusters Score -85374.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -85374.828125 Penalty: 692.902405
	Iteration 35F: 3 clusters Score -85374.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Entering Unmasked Estep 
Score: -1932225.875000 Penalty: 486.648651
	Iteration 0F: 2 clusters Score -1932226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1902582.250000 Penalty: 973.297302
	Iteration 0F: 3 clusters Score -1902582 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1914814.125000 Penalty: 973.297302
	Iteration 1F: 3 clusters Score -1914814 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -1915054.125000 Penalty: 973.297302
	Iteration 2Q: 3 clusters Score -1915054 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -1915280.750000 Penalty: 973.297302
	Iteration 3Q: 3 clusters Score -1915281 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -1915524.625000 Penalty: 973.297302
	Iteration 4Q: 3 clusters Score -1915525 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -1915819.375000 Penalty: 973.297302
	Iteration 5Q: 3 clusters Score -1915819 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1916250.250000 Penalty: 973.297302
	Iteration 6Q: 3 clusters Score -1916250 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -1916934.625000 Penalty: 973.297302
	Iteration 7Q: 3 clusters Score -1916935 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -1918054.625000 Penalty: 973.297302
	Iteration 8Q: 3 clusters Score -1918055 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -1919717.000000 Penalty: 973.297302
	Iteration 9F: 3 clusters Score -1919717 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -1921739.125000 Penalty: 973.297302
	Iteration 10F: 3 clusters Score -1921739 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -1923535.500000 Penalty: 973.297302
	Iteration 11F: 3 clusters Score -1923536 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -1924766.500000 Penalty: 973.297302
	Iteration 12Q: 3 clusters Score -1924766 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -1925508.750000 Penalty: 973.297302
	Iteration 13Q: 3 clusters Score -1925509 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -1926071.000000 Penalty: 973.297302
	Iteration 14Q: 3 clusters Score -1926071 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -1926567.625000 Penalty: 973.297302
	Iteration 15Q: 3 clusters Score -1926568 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -1927115.000000 Penalty: 973.297302
	Iteration 16Q: 3 clusters Score -1927115 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -1927683.875000 Penalty: 973.297302
	Iteration 17Q: 3 clusters Score -1927684 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -1928281.500000 Penalty: 973.297302
	Iteration 18Q: 3 clusters Score -1928282 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -1928925.375000 Penalty: 973.297302
	Iteration 19Q: 3 clusters Score -1928925 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -1929525.125000 Penalty: 973.297302
	Iteration 20F: 3 clusters Score -1929525 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -1930096.000000 Penalty: 973.297302
	Iteration 21Q: 3 clusters Score -1930096 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -1930595.250000 Penalty: 973.297302
	Iteration 22Q: 3 clusters Score -1930595 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -1930926.750000 Penalty: 973.297302
	Iteration 23Q: 3 clusters Score -1930927 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -1931157.125000 Penalty: 973.297302
	Iteration 24Q: 3 clusters Score -1931157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -1931320.875000 Penalty: 973.297302
	Iteration 25Q: 3 clusters Score -1931321 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -1931438.500000 Penalty: 973.297302
	Iteration 26Q: 3 clusters Score -1931438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -1931524.750000 Penalty: 973.297302
	Iteration 27Q: 3 clusters Score -1931525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -1931584.750000 Penalty: 973.297302
	Iteration 28Q: 3 clusters Score -1931585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -1931628.750000 Penalty: 973.297302
	Iteration 29Q: 3 clusters Score -1931629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -1931666.750000 Penalty: 973.297302
	Iteration 30Q: 3 clusters Score -1931667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -1931691.875000 Penalty: 973.297302
	Iteration 31Q: 3 clusters Score -1931692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -1931708.500000 Penalty: 973.297302
	Iteration 32Q: 3 clusters Score -1931708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -1931723.625000 Penalty: 973.297302
	Iteration 33Q: 3 clusters Score -1931724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -1931739.625000 Penalty: 973.297302
	Iteration 34Q: 3 clusters Score -1931740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -1931746.000000 Penalty: 973.297302
	Iteration 35Q: 3 clusters Score -1931746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -1931751.875000 Penalty: 973.297302
	Iteration 36Q: 3 clusters Score -1931752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -1931760.500000 Penalty: 973.297302
	Iteration 37Q: 3 clusters Score -1931760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -1931774.875000 Penalty: 973.297302
	Iteration 38Q: 3 clusters Score -1931775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -1931787.625000 Penalty: 973.297302
	Iteration 39Q: 3 clusters Score -1931788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -1931797.625000 Penalty: 973.297302
	Iteration 40F: 3 clusters Score -1931798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -1931808.375000 Penalty: 973.297302
	Iteration 41Q: 3 clusters Score -1931808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -1931815.750000 Penalty: 973.297302
	Iteration 42Q: 3 clusters Score -1931816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -1931821.875000 Penalty: 973.297302
	Iteration 43Q: 3 clusters Score -1931822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -1931827.250000 Penalty: 973.297302
	Iteration 44Q: 3 clusters Score -1931827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -1931831.375000 Penalty: 973.297302
	Iteration 45Q: 3 clusters Score -1931831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -1931830.125000 Penalty: 973.297302
	Iteration 46Q: 3 clusters Score -1931830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -1931832.125000 Penalty: 973.297302
	Iteration 47Q: 3 clusters Score -1931832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -1931833.875000 Penalty: 973.297302
	Iteration 48Q: 3 clusters Score -1931834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -1931835.750000 Penalty: 973.297302
	Iteration 49Q: 3 clusters Score -1931836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -1931836.750000 Penalty: 973.297302
	Iteration 50Q: 3 clusters Score -1931837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -1931836.750000 Penalty: 973.297302
	Iteration 51F: 3 clusters Score -1931837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (298947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298947 members 
Entering Unmasked Estep 
Score: -13191893.000000 Penalty: 573.664978
	Iteration 0F: 2 clusters Score -1.319189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -12988593.000000 Penalty: 1147.329956
	Iteration 0F: 3 clusters Score -1.298859e+07 nChanged 147553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142868 members 
Mstep: Class 2 contains 156079 members 
Entering Unmasked Estep 
Score: -13077995.000000 Penalty: 1147.329956
	Iteration 1F: 3 clusters Score -1.3078e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -13081179.000000 Penalty: 1147.329956
	Iteration 2Q: 3 clusters Score -1.308118e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -13086957.000000 Penalty: 1147.329956
	Iteration 3Q: 3 clusters Score -1.308696e+07 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 182842 members 
Entering Unmasked Estep 
Score: -13097682.000000 Penalty: 1147.329956
	Iteration 4F: 3 clusters Score -1.309768e+07 nChanged 20201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 197687 members 
Entering Unmasked Estep 
Score: -13113533.000000 Penalty: 1147.329956
	Iteration 5F: 3 clusters Score -1.311353e+07 nChanged 20566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 212139 members 
Entering Unmasked Estep 
Score: -13132021.000000 Penalty: 1147.329956
	Iteration 6F: 3 clusters Score -1.313202e+07 nChanged 17648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 223139 members 
Entering Unmasked Estep 
Score: -13145620.000000 Penalty: 1147.329956
	Iteration 7F: 3 clusters Score -1.314562e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 231098 members 
Entering Unmasked Estep 
Score: -13152210.000000 Penalty: 1147.329956
	Iteration 8Q: 3 clusters Score -1.315221e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 238263 members 
Entering Unmasked Estep 
Score: -13155974.000000 Penalty: 1147.329956
	Iteration 9Q: 3 clusters Score -1.315597e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 245430 members 
Entering Unmasked Estep 
Score: -13159147.000000 Penalty: 1147.329956
	Iteration 10Q: 3 clusters Score -1.315915e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 252468 members 
Entering Unmasked Estep 
Score: -13162577.000000 Penalty: 1147.329956
	Iteration 11Q: 3 clusters Score -1.316258e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 259452 members 
Entering Unmasked Estep 
Score: -13166165.000000 Penalty: 1147.329956
	Iteration 12Q: 3 clusters Score -1.316616e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 266302 members 
Entering Unmasked Estep 
Score: -13169964.000000 Penalty: 1147.329956
	Iteration 13Q: 3 clusters Score -1.316996e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 272729 members 
Entering Unmasked Estep 
Score: -13173824.000000 Penalty: 1147.329956
	Iteration 14Q: 3 clusters Score -1.317382e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 278447 members 
Entering Unmasked Estep 
Score: -13177629.000000 Penalty: 1147.329956
	Iteration 15Q: 3 clusters Score -1.317763e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 283474 members 
Entering Unmasked Estep 
Score: -13181114.000000 Penalty: 1147.329956
	Iteration 16Q: 3 clusters Score -1.318111e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 287638 members 
Entering Unmasked Estep 
Score: -13184101.000000 Penalty: 1147.329956
	Iteration 17Q: 3 clusters Score -1.31841e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 290871 members 
Entering Unmasked Estep 
Score: -13186331.000000 Penalty: 1147.329956
	Iteration 18Q: 3 clusters Score -1.318633e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 293289 members 
Entering Unmasked Estep 
Score: -13188066.000000 Penalty: 1147.329956
	Iteration 19Q: 3 clusters Score -1.318807e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 295003 members 
Entering Unmasked Estep 
Score: -13189244.000000 Penalty: 1147.329956
	Iteration 20F: 3 clusters Score -1.318924e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 296213 members 
Entering Unmasked Estep 
Score: -13189976.000000 Penalty: 1147.329956
	Iteration 21Q: 3 clusters Score -1.318998e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 297043 members 
Entering Unmasked Estep 
Score: -13190545.000000 Penalty: 1147.329956
	Iteration 22Q: 3 clusters Score -1.319054e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 297600 members 
Entering Unmasked Estep 
Score: -13190830.000000 Penalty: 1147.329956
	Iteration 23Q: 3 clusters Score -1.319083e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 297980 members 
Entering Unmasked Estep 
Score: -13191060.000000 Penalty: 1147.329956
	Iteration 24Q: 3 clusters Score -1.319106e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 298242 members 
Entering Unmasked Estep 
Score: -13191189.000000 Penalty: 1147.329956
	Iteration 25Q: 3 clusters Score -1.319119e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 298408 members 
Entering Unmasked Estep 
Score: -13191288.000000 Penalty: 1147.329956
	Iteration 26Q: 3 clusters Score -1.319129e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 298508 members 
Entering Unmasked Estep 
Score: -13191308.000000 Penalty: 1147.329956
	Iteration 27Q: 3 clusters Score -1.319131e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 298572 members 
Entering Unmasked Estep 
Score: -13191386.000000 Penalty: 1147.329956
	Iteration 28Q: 3 clusters Score -1.319139e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 298624 members 
Entering Unmasked Estep 
Score: -13191404.000000 Penalty: 1147.329956
	Iteration 29Q: 3 clusters Score -1.31914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 298656 members 
Entering Unmasked Estep 
Score: -13191415.000000 Penalty: 1147.329956
	Iteration 30Q: 3 clusters Score -1.319142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 298680 members 
Entering Unmasked Estep 
Score: -13191426.000000 Penalty: 1147.329956
	Iteration 31Q: 3 clusters Score -1.319143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298701 members 
Entering Unmasked Estep 
Score: -13191427.000000 Penalty: 1147.329956
	Iteration 32Q: 3 clusters Score -1.319143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 298708 members 
Entering Unmasked Estep 
Score: -13191420.000000 Penalty: 1147.329956
	Iteration 33Q: 3 clusters Score -1.319142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 298718 members 
Entering Unmasked Estep 
Score: -13191427.000000 Penalty: 1147.329956
	Iteration 34Q: 3 clusters Score -1.319143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 298725 members 
Entering Unmasked Estep 
Score: -13191423.000000 Penalty: 1147.329956
	Iteration 35Q: 3 clusters Score -1.319142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298728 members 
Entering Unmasked Estep 
Score: -13191427.000000 Penalty: 1147.329956
	Iteration 36Q: 3 clusters Score -1.319143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 298730 members 
Entering Unmasked Estep 
Score: -13191430.000000 Penalty: 1147.329956
	Iteration 37Q: 3 clusters Score -1.319143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 298735 members 
Entering Unmasked Estep 
Score: -13191428.000000 Penalty: 1147.329956
	Iteration 38Q: 3 clusters Score -1.319143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 298736 members 
Entering Unmasked Estep 
Score: -13191426.000000 Penalty: 1147.329956
	Iteration 39Q: 3 clusters Score -1.319143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298739 members 
Entering Unmasked Estep 
Score: -13191420.000000 Penalty: 1147.329956
	Iteration 40F: 3 clusters Score -1.319142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 298743 members 
Entering Unmasked Estep 
Score: -13191424.000000 Penalty: 1147.329956
	Iteration 41Q: 3 clusters Score -1.319142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298746 members 
Entering Unmasked Estep 
Score: -13191428.000000 Penalty: 1147.329956
	Iteration 42Q: 3 clusters Score -1.319143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 298748 members 
Entering Unmasked Estep 
Score: -13191426.000000 Penalty: 1147.329956
	Iteration 43Q: 3 clusters Score -1.319143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 298751 members 
Entering Unmasked Estep 
Score: -13191434.000000 Penalty: 1147.329956
	Iteration 44Q: 3 clusters Score -1.319143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298752 members 
Entering Unmasked Estep 
Score: -13191438.000000 Penalty: 1147.329956
	Iteration 45Q: 3 clusters Score -1.319144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 298754 members 
Entering Unmasked Estep 
Score: -13191443.000000 Penalty: 1147.329956
	Iteration 46Q: 3 clusters Score -1.319144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 298755 members 
Entering Unmasked Estep 
Score: -13191436.000000 Penalty: 1147.329956
	Iteration 47Q: 3 clusters Score -1.319144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 298759 members 
Entering Unmasked Estep 
Score: -13191438.000000 Penalty: 1147.329956
	Iteration 48Q: 3 clusters Score -1.319144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298760 members 
Entering Unmasked Estep 
Score: -13191433.000000 Penalty: 1147.329956
	Iteration 49Q: 3 clusters Score -1.319143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 298759 members 
Entering Unmasked Estep 
Score: -13191435.000000 Penalty: 1147.329956
	Iteration 50Q: 3 clusters Score -1.319144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298760 members 
Entering Unmasked Estep 
Score: -13191435.000000 Penalty: 1147.329956
	Iteration 51Q: 3 clusters Score -1.319144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298760 members 
Entering Unmasked Estep 
Score: -13191435.000000 Penalty: 1147.329956
	Iteration 52F: 3 clusters Score -1.319144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -505991.781250 Penalty: 425.678253
	Iteration 0F: 2 clusters Score -505991.8 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 5809 members 
Entering Unmasked Estep 
Score: -498143.562500 Penalty: 851.356506
	Iteration 0F: 3 clusters Score -498143.6 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -501474.968750 Penalty: 851.356506
	Iteration 1F: 3 clusters Score -501475 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -501778.375000 Penalty: 851.356506
	Iteration 2F: 3 clusters Score -501778.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -502164.343750 Penalty: 851.356506
	Iteration 3F: 3 clusters Score -502164.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -502733.000000 Penalty: 851.356506
	Iteration 4F: 3 clusters Score -502733 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -503468.000000 Penalty: 851.356506
	Iteration 5F: 3 clusters Score -503468 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -504134.750000 Penalty: 851.356506
	Iteration 6F: 3 clusters Score -504134.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -504518.218750 Penalty: 851.356506
	Iteration 7Q: 3 clusters Score -504518.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -504777.593750 Penalty: 851.356506
	Iteration 8Q: 3 clusters Score -504777.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -504999.625000 Penalty: 851.356506
	Iteration 9Q: 3 clusters Score -504999.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -505203.468750 Penalty: 851.356506
	Iteration 10Q: 3 clusters Score -505203.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -505370.343750 Penalty: 851.356506
	Iteration 11Q: 3 clusters Score -505370.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -505537.906250 Penalty: 851.356506
	Iteration 12Q: 3 clusters Score -505537.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -505632.687500 Penalty: 851.356506
	Iteration 13Q: 3 clusters Score -505632.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -505673.562500 Penalty: 851.356506
	Iteration 14Q: 3 clusters Score -505673.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -505699.750000 Penalty: 851.356506
	Iteration 15Q: 3 clusters Score -505699.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -505710.718750 Penalty: 851.356506
	Iteration 16Q: 3 clusters Score -505710.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -505716.187500 Penalty: 851.356506
	Iteration 17Q: 3 clusters Score -505716.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -505718.187500 Penalty: 851.356506
	Iteration 18Q: 3 clusters Score -505718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -505718.843750 Penalty: 851.356506
	Iteration 19Q: 3 clusters Score -505718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -505722.031250 Penalty: 851.356506
	Iteration 20F: 3 clusters Score -505722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -505722.875000 Penalty: 851.356506
	Iteration 21Q: 3 clusters Score -505722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -505723.156250 Penalty: 851.356506
	Iteration 22Q: 3 clusters Score -505723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -505722.875000 Penalty: 851.356506
	Iteration 23Q: 3 clusters Score -505722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -505723.031250 Penalty: 851.356506
	Iteration 24Q: 3 clusters Score -505723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -505723.750000 Penalty: 851.356506
	Iteration 25Q: 3 clusters Score -505723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -505724.125000 Penalty: 851.356506
	Iteration 26Q: 3 clusters Score -505724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -505723.781250 Penalty: 851.356506
	Iteration 27Q: 3 clusters Score -505723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -505723.812500 Penalty: 851.356506
	Iteration 28Q: 3 clusters Score -505723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -505725.281250 Penalty: 851.356506
	Iteration 29Q: 3 clusters Score -505725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -505726.187500 Penalty: 851.356506
	Iteration 30Q: 3 clusters Score -505726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -505726.593750 Penalty: 851.356506
	Iteration 31Q: 3 clusters Score -505726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -505726.437500 Penalty: 851.356506
	Iteration 32Q: 3 clusters Score -505726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -505726.468750 Penalty: 851.356506
	Iteration 33Q: 3 clusters Score -505726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -505726.437500 Penalty: 851.356506
	Iteration 34Q: 3 clusters Score -505726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -505726.062500 Penalty: 851.356506
	Iteration 35Q: 3 clusters Score -505726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -505726.062500 Penalty: 851.356506
	Iteration 36F: 3 clusters Score -505726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289702 members 
Entering Unmasked Estep 
Score: -12930445.000000 Penalty: 572.235657
	Iteration 0F: 2 clusters Score -1.293044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 144896 members 
Entering Unmasked Estep 
Score: -12734058.000000 Penalty: 1144.471313
	Iteration 0F: 3 clusters Score -1.273406e+07 nChanged 143185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -12821851.000000 Penalty: 1144.471313
	Iteration 1F: 3 clusters Score -1.282185e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 145387 members 
Entering Unmasked Estep 
Score: -12824240.000000 Penalty: 1144.471313
	Iteration 2Q: 3 clusters Score -1.282424e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144718 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -12828042.000000 Penalty: 1144.471313
	Iteration 3Q: 3 clusters Score -1.282804e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 144324 members 
Entering Unmasked Estep 
Score: -12833890.000000 Penalty: 1144.471313
	Iteration 4Q: 3 clusters Score -1.283389e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -12843851.000000 Penalty: 1144.471313
	Iteration 5F: 3 clusters Score -1.284385e+07 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -12858637.000000 Penalty: 1144.471313
	Iteration 6F: 3 clusters Score -1.285864e+07 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -12871442.000000 Penalty: 1144.471313
	Iteration 7F: 3 clusters Score -1.287144e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -12876576.000000 Penalty: 1144.471313
	Iteration 8Q: 3 clusters Score -1.287658e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -12877814.000000 Penalty: 1144.471313
	Iteration 9Q: 3 clusters Score -1.287781e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -12878143.000000 Penalty: 1144.471313
	Iteration 10Q: 3 clusters Score -1.287814e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -12878282.000000 Penalty: 1144.471313
	Iteration 11Q: 3 clusters Score -1.287828e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151692 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -12878339.000000 Penalty: 1144.471313
	Iteration 12Q: 3 clusters Score -1.287834e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -12878546.000000 Penalty: 1144.471313
	Iteration 13Q: 3 clusters Score -1.287855e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -12878686.000000 Penalty: 1144.471313
	Iteration 14Q: 3 clusters Score -1.287869e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -12878785.000000 Penalty: 1144.471313
	Iteration 15Q: 3 clusters Score -1.287878e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155959 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -12878931.000000 Penalty: 1144.471313
	Iteration 16Q: 3 clusters Score -1.287893e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 132415 members 
Entering Unmasked Estep 
Score: -12879121.000000 Penalty: 1144.471313
	Iteration 17Q: 3 clusters Score -1.287912e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -12879288.000000 Penalty: 1144.471313
	Iteration 18Q: 3 clusters Score -1.287929e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -12879416.000000 Penalty: 1144.471313
	Iteration 19Q: 3 clusters Score -1.287942e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 127786 members 
Entering Unmasked Estep 
Score: -12879668.000000 Penalty: 1144.471313
	Iteration 20F: 3 clusters Score -1.287967e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -12879972.000000 Penalty: 1144.471313
	Iteration 21Q: 3 clusters Score -1.287997e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165631 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -12880318.000000 Penalty: 1144.471313
	Iteration 22Q: 3 clusters Score -1.288032e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -12880555.000000 Penalty: 1144.471313
	Iteration 23Q: 3 clusters Score -1.288056e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 119917 members 
Entering Unmasked Estep 
Score: -12880864.000000 Penalty: 1144.471313
	Iteration 24Q: 3 clusters Score -1.288086e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172099 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -12881186.000000 Penalty: 1144.471313
	Iteration 25Q: 3 clusters Score -1.288119e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -12881575.000000 Penalty: 1144.471313
	Iteration 26Q: 3 clusters Score -1.288158e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -12882110.000000 Penalty: 1144.471313
	Iteration 27Q: 3 clusters Score -1.288211e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -12882719.000000 Penalty: 1144.471313
	Iteration 28Q: 3 clusters Score -1.288272e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183089 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -12883337.000000 Penalty: 1144.471313
	Iteration 29Q: 3 clusters Score -1.288334e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186325 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -12884053.000000 Penalty: 1144.471313
	Iteration 30Q: 3 clusters Score -1.288405e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189739 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -12884958.000000 Penalty: 1144.471313
	Iteration 31Q: 3 clusters Score -1.288496e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193333 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -12885900.000000 Penalty: 1144.471313
	Iteration 32Q: 3 clusters Score -1.28859e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197168 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -12886965.000000 Penalty: 1144.471313
	Iteration 33Q: 3 clusters Score -1.288696e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201216 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -12888273.000000 Penalty: 1144.471313
	Iteration 34Q: 3 clusters Score -1.288827e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205471 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -12889516.000000 Penalty: 1144.471313
	Iteration 35Q: 3 clusters Score -1.288952e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209842 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -12890910.000000 Penalty: 1144.471313
	Iteration 36Q: 3 clusters Score -1.289091e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214415 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -12892430.000000 Penalty: 1144.471313
	Iteration 37Q: 3 clusters Score -1.289243e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219156 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -12894094.000000 Penalty: 1144.471313
	Iteration 38Q: 3 clusters Score -1.289409e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224090 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -12896001.000000 Penalty: 1144.471313
	Iteration 39Q: 3 clusters Score -1.2896e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229064 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -12897900.000000 Penalty: 1144.471313
	Iteration 40F: 3 clusters Score -1.28979e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -12900030.000000 Penalty: 1144.471313
	Iteration 41Q: 3 clusters Score -1.290003e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238986 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -12902377.000000 Penalty: 1144.471313
	Iteration 42Q: 3 clusters Score -1.290238e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243750 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -12904790.000000 Penalty: 1144.471313
	Iteration 43Q: 3 clusters Score -1.290479e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248466 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -12907235.000000 Penalty: 1144.471313
	Iteration 44Q: 3 clusters Score -1.290724e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253010 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -12909866.000000 Penalty: 1144.471313
	Iteration 45Q: 3 clusters Score -1.290987e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257273 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -12912338.000000 Penalty: 1144.471313
	Iteration 46Q: 3 clusters Score -1.291234e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261126 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -12914673.000000 Penalty: 1144.471313
	Iteration 47Q: 3 clusters Score -1.291467e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264683 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -12916655.000000 Penalty: 1144.471313
	Iteration 48Q: 3 clusters Score -1.291666e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267853 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -12918639.000000 Penalty: 1144.471313
	Iteration 49Q: 3 clusters Score -1.291864e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270680 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -12920494.000000 Penalty: 1144.471313
	Iteration 50Q: 3 clusters Score -1.292049e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273182 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -12921994.000000 Penalty: 1144.471313
	Iteration 51Q: 3 clusters Score -1.292199e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275457 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -12923366.000000 Penalty: 1144.471313
	Iteration 52Q: 3 clusters Score -1.292337e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277531 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -12924638.000000 Penalty: 1144.471313
	Iteration 53Q: 3 clusters Score -1.292464e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279265 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -12925565.000000 Penalty: 1144.471313
	Iteration 54Q: 3 clusters Score -1.292556e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280806 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -12926365.000000 Penalty: 1144.471313
	Iteration 55Q: 3 clusters Score -1.292636e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282101 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -12927007.000000 Penalty: 1144.471313
	Iteration 56Q: 3 clusters Score -1.292701e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283278 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -12927639.000000 Penalty: 1144.471313
	Iteration 57Q: 3 clusters Score -1.292764e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284305 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -12928200.000000 Penalty: 1144.471313
	Iteration 58Q: 3 clusters Score -1.29282e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285196 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -12928584.000000 Penalty: 1144.471313
	Iteration 59Q: 3 clusters Score -1.292858e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285891 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -12928857.000000 Penalty: 1144.471313
	Iteration 60F: 3 clusters Score -1.292886e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286457 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12929087.000000 Penalty: 1144.471313
	Iteration 61Q: 3 clusters Score -1.292909e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286919 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12929264.000000 Penalty: 1144.471313
	Iteration 62Q: 3 clusters Score -1.292926e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287303 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12929386.000000 Penalty: 1144.471313
	Iteration 63Q: 3 clusters Score -1.292939e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287619 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -12929478.000000 Penalty: 1144.471313
	Iteration 64Q: 3 clusters Score -1.292948e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287879 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12929495.000000 Penalty: 1144.471313
	Iteration 65Q: 3 clusters Score -1.29295e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288099 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12929553.000000 Penalty: 1144.471313
	Iteration 66Q: 3 clusters Score -1.292955e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288280 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12929613.000000 Penalty: 1144.471313
	Iteration 67Q: 3 clusters Score -1.292961e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288424 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12929675.000000 Penalty: 1144.471313
	Iteration 68Q: 3 clusters Score -1.292968e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12929676.000000 Penalty: 1144.471313
	Iteration 69Q: 3 clusters Score -1.292968e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288655 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12929713.000000 Penalty: 1144.471313
	Iteration 70Q: 3 clusters Score -1.292971e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288748 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12929749.000000 Penalty: 1144.471313
	Iteration 71Q: 3 clusters Score -1.292975e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288827 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12929782.000000 Penalty: 1144.471313
	Iteration 72Q: 3 clusters Score -1.292978e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12929799.000000 Penalty: 1144.471313
	Iteration 73Q: 3 clusters Score -1.29298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288948 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12929834.000000 Penalty: 1144.471313
	Iteration 74Q: 3 clusters Score -1.292983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289003 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12929855.000000 Penalty: 1144.471313
	Iteration 75Q: 3 clusters Score -1.292986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289038 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12929872.000000 Penalty: 1144.471313
	Iteration 76Q: 3 clusters Score -1.292987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289070 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12929870.000000 Penalty: 1144.471313
	Iteration 77Q: 3 clusters Score -1.292987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289097 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12929901.000000 Penalty: 1144.471313
	Iteration 78Q: 3 clusters Score -1.29299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289120 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12929900.000000 Penalty: 1144.471313
	Iteration 79Q: 3 clusters Score -1.29299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289139 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12929905.000000 Penalty: 1144.471313
	Iteration 80F: 3 clusters Score -1.29299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289158 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12929921.000000 Penalty: 1144.471313
	Iteration 81Q: 3 clusters Score -1.292992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12929919.000000 Penalty: 1144.471313
	Iteration 82Q: 3 clusters Score -1.292992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289183 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12929922.000000 Penalty: 1144.471313
	Iteration 83Q: 3 clusters Score -1.292992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289194 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12929931.000000 Penalty: 1144.471313
	Iteration 84Q: 3 clusters Score -1.292993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289205 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12929931.000000 Penalty: 1144.471313
	Iteration 85Q: 3 clusters Score -1.292993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289206 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12929942.000000 Penalty: 1144.471313
	Iteration 86Q: 3 clusters Score -1.292994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289212 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12929941.000000 Penalty: 1144.471313
	Iteration 87Q: 3 clusters Score -1.292994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289215 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12929939.000000 Penalty: 1144.471313
	Iteration 88Q: 3 clusters Score -1.292994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12929944.000000 Penalty: 1144.471313
	Iteration 89Q: 3 clusters Score -1.292994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289238 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12929954.000000 Penalty: 1144.471313
	Iteration 90Q: 3 clusters Score -1.292995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289249 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12929974.000000 Penalty: 1144.471313
	Iteration 91Q: 3 clusters Score -1.292997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289258 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -12929969.000000 Penalty: 1144.471313
	Iteration 92Q: 3 clusters Score -1.292997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289264 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12929975.000000 Penalty: 1144.471313
	Iteration 93Q: 3 clusters Score -1.292998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12929972.000000 Penalty: 1144.471313
	Iteration 94Q: 3 clusters Score -1.292997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289283 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12929977.000000 Penalty: 1144.471313
	Iteration 95Q: 3 clusters Score -1.292998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12929971.000000 Penalty: 1144.471313
	Iteration 96Q: 3 clusters Score -1.292997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12929971.000000 Penalty: 1144.471313
	Iteration 97Q: 3 clusters Score -1.292997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12929986.000000 Penalty: 1144.471313
	Iteration 98Q: 3 clusters Score -1.292999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289306 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12929987.000000 Penalty: 1144.471313
	Iteration 99Q: 3 clusters Score -1.292999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12929982.000000 Penalty: 1144.471313
	Iteration 100F: 3 clusters Score -1.292998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289316 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12929988.000000 Penalty: 1144.471313
	Iteration 101Q: 3 clusters Score -1.292999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12929986.000000 Penalty: 1144.471313
	Iteration 102Q: 3 clusters Score -1.292999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289324 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12929986.000000 Penalty: 1144.471313
	Iteration 103Q: 3 clusters Score -1.292999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289328 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12929988.000000 Penalty: 1144.471313
	Iteration 104Q: 3 clusters Score -1.292999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12929998.000000 Penalty: 1144.471313
	Iteration 105Q: 3 clusters Score -1.293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12930005.000000 Penalty: 1144.471313
	Iteration 106Q: 3 clusters Score -1.293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12930007.000000 Penalty: 1144.471313
	Iteration 107Q: 3 clusters Score -1.293001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12929999.000000 Penalty: 1144.471313
	Iteration 108Q: 3 clusters Score -1.293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12929998.000000 Penalty: 1144.471313
	Iteration 109Q: 3 clusters Score -1.293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12930002.000000 Penalty: 1144.471313
	Iteration 110Q: 3 clusters Score -1.293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12930000.000000 Penalty: 1144.471313
	Iteration 111Q: 3 clusters Score -1.293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12930000.000000 Penalty: 1144.471313
	Iteration 112F: 3 clusters Score -1.293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -43508.984375 Penalty: 321.795197
	Iteration 0F: 2 clusters Score -43508.98 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 547 members 
Entering Unmasked Estep 
Score: -42617.964844 Penalty: 643.590393
	Iteration 0F: 3 clusters Score -42617.96 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42988.398438 Penalty: 643.590393
	Iteration 1F: 3 clusters Score -42988.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43085.652344 Penalty: 643.590393
	Iteration 2F: 3 clusters Score -43085.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43151.101562 Penalty: 643.590393
	Iteration 3F: 3 clusters Score -43151.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43197.554688 Penalty: 643.590393
	Iteration 4Q: 3 clusters Score -43197.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43227.753906 Penalty: 643.590393
	Iteration 5Q: 3 clusters Score -43227.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43244.785156 Penalty: 643.590393
	Iteration 6Q: 3 clusters Score -43244.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43259.214844 Penalty: 643.590393
	Iteration 7Q: 3 clusters Score -43259.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43268.597656 Penalty: 643.590393
	Iteration 8Q: 3 clusters Score -43268.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43276.640625 Penalty: 643.590393
	Iteration 9Q: 3 clusters Score -43276.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43280.566406 Penalty: 643.590393
	Iteration 10Q: 3 clusters Score -43280.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43284.035156 Penalty: 643.590393
	Iteration 11Q: 3 clusters Score -43284.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43285.792969 Penalty: 643.590393
	Iteration 12Q: 3 clusters Score -43285.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43288.062500 Penalty: 643.590393
	Iteration 13Q: 3 clusters Score -43288.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43289.050781 Penalty: 643.590393
	Iteration 14Q: 3 clusters Score -43289.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43289.726562 Penalty: 643.590393
	Iteration 15Q: 3 clusters Score -43289.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43289.941406 Penalty: 643.590393
	Iteration 16Q: 3 clusters Score -43289.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43289.941406 Penalty: 643.590393
	Iteration 17F: 3 clusters Score -43289.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Entering Unmasked Estep 
Score: -733302.687500 Penalty: 443.534149
	Iteration 0F: 2 clusters Score -733302.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -721927.062500 Penalty: 887.068298
	Iteration 0F: 3 clusters Score -721927.1 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -726671.125000 Penalty: 887.068298
	Iteration 1F: 3 clusters Score -726671.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -727168.187500 Penalty: 887.068298
	Iteration 2F: 3 clusters Score -727168.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -727758.187500 Penalty: 887.068298
	Iteration 3F: 3 clusters Score -727758.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -728535.062500 Penalty: 887.068298
	Iteration 4F: 3 clusters Score -728535.1 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -729587.937500 Penalty: 887.068298
	Iteration 5F: 3 clusters Score -729587.9 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -730389.000000 Penalty: 887.068298
	Iteration 6F: 3 clusters Score -730389 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -730790.750000 Penalty: 887.068298
	Iteration 7F: 3 clusters Score -730790.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -730964.375000 Penalty: 887.068298
	Iteration 8Q: 3 clusters Score -730964.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -731066.000000 Penalty: 887.068298
	Iteration 9Q: 3 clusters Score -731066 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -731136.625000 Penalty: 887.068298
	Iteration 10Q: 3 clusters Score -731136.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -731220.687500 Penalty: 887.068298
	Iteration 11Q: 3 clusters Score -731220.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -731317.000000 Penalty: 887.068298
	Iteration 12Q: 3 clusters Score -731317 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -731447.562500 Penalty: 887.068298
	Iteration 13Q: 3 clusters Score -731447.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -731613.000000 Penalty: 887.068298
	Iteration 14Q: 3 clusters Score -731613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -731768.125000 Penalty: 887.068298
	Iteration 15Q: 3 clusters Score -731768.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -731907.375000 Penalty: 887.068298
	Iteration 16Q: 3 clusters Score -731907.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -732060.000000 Penalty: 887.068298
	Iteration 17Q: 3 clusters Score -732060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -732200.312500 Penalty: 887.068298
	Iteration 18Q: 3 clusters Score -732200.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -732313.625000 Penalty: 887.068298
	Iteration 19Q: 3 clusters Score -732313.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -732399.187500 Penalty: 887.068298
	Iteration 20F: 3 clusters Score -732399.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -732477.312500 Penalty: 887.068298
	Iteration 21Q: 3 clusters Score -732477.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -732543.375000 Penalty: 887.068298
	Iteration 22Q: 3 clusters Score -732543.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -732592.125000 Penalty: 887.068298
	Iteration 23Q: 3 clusters Score -732592.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -732640.500000 Penalty: 887.068298
	Iteration 24Q: 3 clusters Score -732640.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -732683.062500 Penalty: 887.068298
	Iteration 25Q: 3 clusters Score -732683.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -732725.000000 Penalty: 887.068298
	Iteration 26Q: 3 clusters Score -732725 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -732757.062500 Penalty: 887.068298
	Iteration 27Q: 3 clusters Score -732757.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -732787.875000 Penalty: 887.068298
	Iteration 28Q: 3 clusters Score -732787.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -732814.250000 Penalty: 887.068298
	Iteration 29Q: 3 clusters Score -732814.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -732841.625000 Penalty: 887.068298
	Iteration 30Q: 3 clusters Score -732841.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -732867.187500 Penalty: 887.068298
	Iteration 31Q: 3 clusters Score -732867.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -732893.562500 Penalty: 887.068298
	Iteration 32Q: 3 clusters Score -732893.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -732925.937500 Penalty: 887.068298
	Iteration 33Q: 3 clusters Score -732925.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -732948.687500 Penalty: 887.068298
	Iteration 34Q: 3 clusters Score -732948.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -732977.437500 Penalty: 887.068298
	Iteration 35Q: 3 clusters Score -732977.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -732999.937500 Penalty: 887.068298
	Iteration 36Q: 3 clusters Score -732999.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -733017.687500 Penalty: 887.068298
	Iteration 37Q: 3 clusters Score -733017.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -733034.500000 Penalty: 887.068298
	Iteration 38Q: 3 clusters Score -733034.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -733053.937500 Penalty: 887.068298
	Iteration 39Q: 3 clusters Score -733053.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -733068.000000 Penalty: 887.068298
	Iteration 40F: 3 clusters Score -733068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -733081.875000 Penalty: 887.068298
	Iteration 41Q: 3 clusters Score -733081.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -733090.500000 Penalty: 887.068298
	Iteration 42Q: 3 clusters Score -733090.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -733099.187500 Penalty: 887.068298
	Iteration 43Q: 3 clusters Score -733099.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -733105.375000 Penalty: 887.068298
	Iteration 44Q: 3 clusters Score -733105.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -733109.812500 Penalty: 887.068298
	Iteration 45Q: 3 clusters Score -733109.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -733115.687500 Penalty: 887.068298
	Iteration 46Q: 3 clusters Score -733115.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -733119.000000 Penalty: 887.068298
	Iteration 47Q: 3 clusters Score -733119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -733120.687500 Penalty: 887.068298
	Iteration 48Q: 3 clusters Score -733120.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -733127.000000 Penalty: 887.068298
	Iteration 49Q: 3 clusters Score -733127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -733130.125000 Penalty: 887.068298
	Iteration 50Q: 3 clusters Score -733130.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -733134.000000 Penalty: 887.068298
	Iteration 51Q: 3 clusters Score -733134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -733137.625000 Penalty: 887.068298
	Iteration 52Q: 3 clusters Score -733137.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -733141.875000 Penalty: 887.068298
	Iteration 53Q: 3 clusters Score -733141.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -733145.500000 Penalty: 887.068298
	Iteration 54Q: 3 clusters Score -733145.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -733145.687500 Penalty: 887.068298
	Iteration 55Q: 3 clusters Score -733145.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -733146.437500 Penalty: 887.068298
	Iteration 56Q: 3 clusters Score -733146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -733151.125000 Penalty: 887.068298
	Iteration 57Q: 3 clusters Score -733151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -733152.625000 Penalty: 887.068298
	Iteration 58Q: 3 clusters Score -733152.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -733157.187500 Penalty: 887.068298
	Iteration 59Q: 3 clusters Score -733157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -733157.687500 Penalty: 887.068298
	Iteration 60F: 3 clusters Score -733157.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -733159.500000 Penalty: 887.068298
	Iteration 61Q: 3 clusters Score -733159.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -733159.437500 Penalty: 887.068298
	Iteration 62Q: 3 clusters Score -733159.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -733164.812500 Penalty: 887.068298
	Iteration 63Q: 3 clusters Score -733164.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -733167.562500 Penalty: 887.068298
	Iteration 64Q: 3 clusters Score -733167.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -733169.187500 Penalty: 887.068298
	Iteration 65Q: 3 clusters Score -733169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -733169.937500 Penalty: 887.068298
	Iteration 66Q: 3 clusters Score -733169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -733173.312500 Penalty: 887.068298
	Iteration 67Q: 3 clusters Score -733173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -733173.750000 Penalty: 887.068298
	Iteration 68Q: 3 clusters Score -733173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -733175.125000 Penalty: 887.068298
	Iteration 69Q: 3 clusters Score -733175.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -733175.437500 Penalty: 887.068298
	Iteration 70Q: 3 clusters Score -733175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -733178.062500 Penalty: 887.068298
	Iteration 71Q: 3 clusters Score -733178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -733177.312500 Penalty: 887.068298
	Iteration 72Q: 3 clusters Score -733177.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -733179.000000 Penalty: 887.068298
	Iteration 73Q: 3 clusters Score -733179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -733182.125000 Penalty: 887.068298
	Iteration 74Q: 3 clusters Score -733182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -733184.500000 Penalty: 887.068298
	Iteration 75Q: 3 clusters Score -733184.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -733185.312500 Penalty: 887.068298
	Iteration 76Q: 3 clusters Score -733185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -733186.250000 Penalty: 887.068298
	Iteration 77Q: 3 clusters Score -733186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -733188.250000 Penalty: 887.068298
	Iteration 78Q: 3 clusters Score -733188.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -733189.187500 Penalty: 887.068298
	Iteration 79Q: 3 clusters Score -733189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -733190.312500 Penalty: 887.068298
	Iteration 80F: 3 clusters Score -733190.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -733190.750000 Penalty: 887.068298
	Iteration 81Q: 3 clusters Score -733190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -733191.875000 Penalty: 887.068298
	Iteration 82Q: 3 clusters Score -733191.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -733194.312500 Penalty: 887.068298
	Iteration 83Q: 3 clusters Score -733194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -733195.937500 Penalty: 887.068298
	Iteration 84Q: 3 clusters Score -733195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -733195.625000 Penalty: 887.068298
	Iteration 85Q: 3 clusters Score -733195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -733194.875000 Penalty: 887.068298
	Iteration 86Q: 3 clusters Score -733194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -733196.062500 Penalty: 887.068298
	Iteration 87Q: 3 clusters Score -733196.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -733196.562500 Penalty: 887.068298
	Iteration 88Q: 3 clusters Score -733196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -733197.187500 Penalty: 887.068298
	Iteration 89Q: 3 clusters Score -733197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -733198.312500 Penalty: 887.068298
	Iteration 90Q: 3 clusters Score -733198.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -733199.437500 Penalty: 887.068298
	Iteration 91Q: 3 clusters Score -733199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -733199.375000 Penalty: 887.068298
	Iteration 92Q: 3 clusters Score -733199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -733199.125000 Penalty: 887.068298
	Iteration 93Q: 3 clusters Score -733199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -733200.625000 Penalty: 887.068298
	Iteration 94Q: 3 clusters Score -733200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -733202.562500 Penalty: 887.068298
	Iteration 95Q: 3 clusters Score -733202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -733201.750000 Penalty: 887.068298
	Iteration 96Q: 3 clusters Score -733201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -733201.062500 Penalty: 887.068298
	Iteration 97Q: 3 clusters Score -733201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -733201.125000 Penalty: 887.068298
	Iteration 98Q: 3 clusters Score -733201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -733201.250000 Penalty: 887.068298
	Iteration 99Q: 3 clusters Score -733201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -733202.437500 Penalty: 887.068298
	Iteration 100F: 3 clusters Score -733202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -733202.062500 Penalty: 887.068298
	Iteration 101Q: 3 clusters Score -733202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -733202.062500 Penalty: 887.068298
	Iteration 102Q: 3 clusters Score -733202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -733201.125000 Penalty: 887.068298
	Iteration 103Q: 3 clusters Score -733201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -733201.625000 Penalty: 887.068298
	Iteration 104Q: 3 clusters Score -733201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -733201.625000 Penalty: 887.068298
	Iteration 105F: 3 clusters Score -733201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -1133.331055 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -1133.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1040.972656 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1040.973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1051.529907 Penalty: 335.688019
	Iteration 1F: 3 clusters Score -1051.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -321398.312500 Penalty: 405.407074
	Iteration 0F: 2 clusters Score -321398.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -316518.750000 Penalty: 810.814148
	Iteration 0F: 3 clusters Score -316518.8 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -318482.093750 Penalty: 810.814148
	Iteration 1F: 3 clusters Score -318482.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -318778.781250 Penalty: 810.814148
	Iteration 2F: 3 clusters Score -318778.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -319215.187500 Penalty: 810.814148
	Iteration 3F: 3 clusters Score -319215.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -319770.031250 Penalty: 810.814148
	Iteration 4F: 3 clusters Score -319770 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -320296.437500 Penalty: 810.814148
	Iteration 5F: 3 clusters Score -320296.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -320686.000000 Penalty: 810.814148
	Iteration 6Q: 3 clusters Score -320686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -320953.343750 Penalty: 810.814148
	Iteration 7Q: 3 clusters Score -320953.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -321078.687500 Penalty: 810.814148
	Iteration 8Q: 3 clusters Score -321078.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -321123.468750 Penalty: 810.814148
	Iteration 9Q: 3 clusters Score -321123.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -321145.406250 Penalty: 810.814148
	Iteration 10Q: 3 clusters Score -321145.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -321157.718750 Penalty: 810.814148
	Iteration 11Q: 3 clusters Score -321157.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -321166.000000 Penalty: 810.814148
	Iteration 12Q: 3 clusters Score -321166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -321172.593750 Penalty: 810.814148
	Iteration 13Q: 3 clusters Score -321172.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -321176.281250 Penalty: 810.814148
	Iteration 14Q: 3 clusters Score -321176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -321180.593750 Penalty: 810.814148
	Iteration 15Q: 3 clusters Score -321180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -321184.312500 Penalty: 810.814148
	Iteration 16Q: 3 clusters Score -321184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -321184.906250 Penalty: 810.814148
	Iteration 17Q: 3 clusters Score -321184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -321186.406250 Penalty: 810.814148
	Iteration 18Q: 3 clusters Score -321186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -321186.562500 Penalty: 810.814148
	Iteration 19Q: 3 clusters Score -321186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -321187.156250 Penalty: 810.814148
	Iteration 20F: 3 clusters Score -321187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -321187.562500 Penalty: 810.814148
	Iteration 21Q: 3 clusters Score -321187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -321187.187500 Penalty: 810.814148
	Iteration 22Q: 3 clusters Score -321187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -321187.625000 Penalty: 810.814148
	Iteration 23Q: 3 clusters Score -321187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -321187.843750 Penalty: 810.814148
	Iteration 24Q: 3 clusters Score -321187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -321188.656250 Penalty: 810.814148
	Iteration 25Q: 3 clusters Score -321188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -321188.906250 Penalty: 810.814148
	Iteration 26Q: 3 clusters Score -321188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -321189.812500 Penalty: 810.814148
	Iteration 27Q: 3 clusters Score -321189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -321189.812500 Penalty: 810.814148
	Iteration 28F: 3 clusters Score -321189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -218317.093750 Penalty: 387.777313
	Iteration 0F: 2 clusters Score -218317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -214895.250000 Penalty: 775.554626
	Iteration 0F: 3 clusters Score -214895.2 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -216125.750000 Penalty: 775.554626
	Iteration 1F: 3 clusters Score -216125.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -216216.562500 Penalty: 775.554626
	Iteration 2F: 3 clusters Score -216216.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -216314.625000 Penalty: 775.554626
	Iteration 3Q: 3 clusters Score -216314.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -216404.671875 Penalty: 775.554626
	Iteration 4Q: 3 clusters Score -216404.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -216497.859375 Penalty: 775.554626
	Iteration 5Q: 3 clusters Score -216497.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -216642.109375 Penalty: 775.554626
	Iteration 6Q: 3 clusters Score -216642.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -216850.406250 Penalty: 775.554626
	Iteration 7F: 3 clusters Score -216850.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -217060.046875 Penalty: 775.554626
	Iteration 8F: 3 clusters Score -217060 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -217290.937500 Penalty: 775.554626
	Iteration 9F: 3 clusters Score -217290.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -217473.375000 Penalty: 775.554626
	Iteration 10Q: 3 clusters Score -217473.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -217646.625000 Penalty: 775.554626
	Iteration 11Q: 3 clusters Score -217646.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -217781.078125 Penalty: 775.554626
	Iteration 12Q: 3 clusters Score -217781.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -217881.734375 Penalty: 775.554626
	Iteration 13Q: 3 clusters Score -217881.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -217936.515625 Penalty: 775.554626
	Iteration 14Q: 3 clusters Score -217936.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -217968.265625 Penalty: 775.554626
	Iteration 15Q: 3 clusters Score -217968.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -217982.578125 Penalty: 775.554626
	Iteration 16Q: 3 clusters Score -217982.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -217988.656250 Penalty: 775.554626
	Iteration 17Q: 3 clusters Score -217988.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -217993.203125 Penalty: 775.554626
	Iteration 18Q: 3 clusters Score -217993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -217996.937500 Penalty: 775.554626
	Iteration 19Q: 3 clusters Score -217996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -217999.062500 Penalty: 775.554626
	Iteration 20F: 3 clusters Score -217999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -218001.656250 Penalty: 775.554626
	Iteration 21Q: 3 clusters Score -218001.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -218004.000000 Penalty: 775.554626
	Iteration 22Q: 3 clusters Score -218004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -218005.062500 Penalty: 775.554626
	Iteration 23Q: 3 clusters Score -218005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -218006.375000 Penalty: 775.554626
	Iteration 24Q: 3 clusters Score -218006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -218006.828125 Penalty: 775.554626
	Iteration 25Q: 3 clusters Score -218006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -218007.062500 Penalty: 775.554626
	Iteration 26Q: 3 clusters Score -218007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -218007.187500 Penalty: 775.554626
	Iteration 27Q: 3 clusters Score -218007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -218007.078125 Penalty: 775.554626
	Iteration 28Q: 3 clusters Score -218007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -218007.078125 Penalty: 775.554626
	Iteration 29F: 3 clusters Score -218007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 102316 members 
Mstep: Class 3 contains 25584 members 
Mstep: Class 4 contains 93214 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 89106 members 
Mstep: Class 7 contains 21484 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40247 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44160 members 
Mstep: Class 13 contains 298947 members 
Mstep: Class 14 contains 11563 members 
Mstep: Class 15 contains 289702 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 20 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956680.000000 Penalty: 12671.912109
Iteration 359Q: 21 clusters Score -4.695668e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 102265 members 
Mstep: Class 3 contains 25577 members 
Mstep: Class 4 contains 93653 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88954 members 
Mstep: Class 7 contains 21487 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40243 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44103 members 
Mstep: Class 13 contains 298374 members 
Mstep: Class 14 contains 11574 members 
Mstep: Class 15 contains 290118 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7422 members 
Mstep: Class 20 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956616.000000 Penalty: 12671.912109
Iteration 360F: 21 clusters Score -4.695662e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 102183 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 94071 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88781 members 
Mstep: Class 7 contains 21495 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40235 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 44047 members 
Mstep: Class 13 contains 297816 members 
Mstep: Class 14 contains 11591 members 
Mstep: Class 15 contains 290588 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 17101 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7437 members 
Mstep: Class 20 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956568.000000 Penalty: 12671.912109
Iteration 361Q: 21 clusters Score -4.695657e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 102114 members 
Mstep: Class 3 contains 25565 members 
Mstep: Class 4 contains 94482 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88580 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40237 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 43982 members 
Mstep: Class 13 contains 297357 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 290985 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 17087 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956548.000000 Penalty: 12671.912109
Iteration 362Q: 21 clusters Score -4.695655e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 102029 members 
Mstep: Class 3 contains 25567 members 
Mstep: Class 4 contains 94893 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88337 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40237 members 
Mstep: Class 10 contains 4869 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 43938 members 
Mstep: Class 13 contains 296908 members 
Mstep: Class 14 contains 11629 members 
Mstep: Class 15 contains 291401 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956516.000000 Penalty: 12671.912109
Iteration 363Q: 21 clusters Score -4.695652e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 101941 members 
Mstep: Class 3 contains 25573 members 
Mstep: Class 4 contains 95292 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 88084 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40229 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 43897 members 
Mstep: Class 13 contains 296493 members 
Mstep: Class 14 contains 11641 members 
Mstep: Class 15 contains 291825 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 17077 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956472.000000 Penalty: 12671.912109
Iteration 364Q: 21 clusters Score -4.695647e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 101888 members 
Mstep: Class 3 contains 25583 members 
Mstep: Class 4 contains 95630 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 87830 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40225 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 43863 members 
Mstep: Class 13 contains 296080 members 
Mstep: Class 14 contains 11649 members 
Mstep: Class 15 contains 292270 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956440.000000 Penalty: 12671.912109
Iteration 365Q: 21 clusters Score -4.695644e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 101856 members 
Mstep: Class 3 contains 25591 members 
Mstep: Class 4 contains 95955 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87576 members 
Mstep: Class 7 contains 21499 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40219 members 
Mstep: Class 10 contains 4863 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 43827 members 
Mstep: Class 13 contains 295642 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 292728 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7512 members 
Mstep: Class 20 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956444.000000 Penalty: 12671.912109
Iteration 366Q: 21 clusters Score -4.695644e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 101834 members 
Mstep: Class 3 contains 25592 members 
Mstep: Class 4 contains 96256 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 87284 members 
Mstep: Class 7 contains 21498 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40214 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 43789 members 
Mstep: Class 13 contains 295300 members 
Mstep: Class 14 contains 11665 members 
Mstep: Class 15 contains 293153 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956420.000000 Penalty: 12671.912109
Iteration 367Q: 21 clusters Score -4.695642e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 101796 members 
Mstep: Class 3 contains 25594 members 
Mstep: Class 4 contains 96579 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86991 members 
Mstep: Class 7 contains 21495 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40209 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 43755 members 
Mstep: Class 13 contains 294976 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 293548 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956420.000000 Penalty: 12671.912109
Iteration 368Q: 21 clusters Score -4.695642e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 101746 members 
Mstep: Class 3 contains 25605 members 
Mstep: Class 4 contains 96871 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86685 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40210 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 43729 members 
Mstep: Class 13 contains 294621 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 15 contains 294017 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956372.000000 Penalty: 12671.912109
Iteration 369Q: 21 clusters Score -4.695637e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 101670 members 
Mstep: Class 3 contains 25615 members 
Mstep: Class 4 contains 97172 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86375 members 
Mstep: Class 7 contains 21490 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40207 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 43691 members 
Mstep: Class 13 contains 294416 members 
Mstep: Class 14 contains 11704 members 
Mstep: Class 15 contains 294359 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956228.000000 Penalty: 12671.912109
Iteration 370Q: 21 clusters Score -4.695623e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 101587 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 97459 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 86041 members 
Mstep: Class 7 contains 21488 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40204 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 43656 members 
Mstep: Class 13 contains 294263 members 
Mstep: Class 14 contains 11711 members 
Mstep: Class 15 contains 294682 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956208.000000 Penalty: 12671.912109
Iteration 371Q: 21 clusters Score -4.695621e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 101494 members 
Mstep: Class 3 contains 25617 members 
Mstep: Class 4 contains 97726 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85706 members 
Mstep: Class 7 contains 21487 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 43610 members 
Mstep: Class 13 contains 294121 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 295022 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 17040 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7643 members 
Mstep: Class 20 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 21 clusters Score -4.695628e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 101378 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 98007 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 85349 members 
Mstep: Class 7 contains 21491 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40195 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 294050 members 
Mstep: Class 14 contains 11708 members 
Mstep: Class 15 contains 295313 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 4991 members 
Entering Unmasked Estep 
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Iteration 373Q: 21 clusters Score -4.69564e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 101245 members 
Mstep: Class 3 contains 25602 members 
Mstep: Class 4 contains 98285 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 84975 members 
Mstep: Class 7 contains 21493 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40193 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 43531 members 
Mstep: Class 13 contains 294034 members 
Mstep: Class 14 contains 11700 members 
Mstep: Class 15 contains 295588 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7701 members 
Mstep: Class 20 contains 4997 members 
Entering Unmasked Estep 
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Iteration 374Q: 21 clusters Score -4.695638e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 101118 members 
Mstep: Class 3 contains 25594 members 
Mstep: Class 4 contains 98552 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 84603 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40189 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 43479 members 
Mstep: Class 13 contains 294077 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 15 contains 295821 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 375Q: 21 clusters Score -4.695649e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 101006 members 
Mstep: Class 3 contains 25585 members 
Mstep: Class 4 contains 98781 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 84199 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40192 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 43441 members 
Mstep: Class 13 contains 294195 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 15 contains 296021 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 376Q: 21 clusters Score -4.695652e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 100923 members 
Mstep: Class 3 contains 25574 members 
Mstep: Class 4 contains 98964 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 83845 members 
Mstep: Class 7 contains 21496 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40187 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 43394 members 
Mstep: Class 13 contains 294275 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 15 contains 296258 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 5017 members 
Entering Unmasked Estep 
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Iteration 377Q: 21 clusters Score -4.695649e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 100856 members 
Mstep: Class 3 contains 25571 members 
Mstep: Class 4 contains 99138 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 83553 members 
Mstep: Class 7 contains 21495 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40182 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 43330 members 
Mstep: Class 13 contains 294364 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 296446 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 5027 members 
Entering Unmasked Estep 
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Iteration 378Q: 21 clusters Score -4.695639e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 100783 members 
Mstep: Class 3 contains 25554 members 
Mstep: Class 4 contains 99327 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 83291 members 
Mstep: Class 7 contains 21498 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40169 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 43240 members 
Mstep: Class 13 contains 294504 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 15 contains 296560 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7790 members 
Mstep: Class 20 contains 5033 members 
Entering Unmasked Estep 
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Iteration 379Q: 21 clusters Score -4.695633e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 100717 members 
Mstep: Class 3 contains 25538 members 
Mstep: Class 4 contains 99509 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 83013 members 
Mstep: Class 7 contains 21502 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40156 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 43161 members 
Mstep: Class 13 contains 294677 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 296631 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 5039 members 
Entering Unmasked Estep 
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Iteration 380F: 21 clusters Score -4.695636e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 100642 members 
Mstep: Class 3 contains 25529 members 
Mstep: Class 4 contains 99669 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 82720 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40158 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 43099 members 
Mstep: Class 13 contains 294863 members 
Mstep: Class 14 contains 11719 members 
Mstep: Class 15 contains 296691 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7809 members 
Mstep: Class 20 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 381Q: 21 clusters Score -4.695628e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 100564 members 
Mstep: Class 3 contains 25522 members 
Mstep: Class 4 contains 99852 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 82451 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 40150 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 43063 members 
Mstep: Class 13 contains 295026 members 
Mstep: Class 14 contains 11710 members 
Mstep: Class 15 contains 296738 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 5066 members 
Entering Unmasked Estep 
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Iteration 382Q: 21 clusters Score -4.69563e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 100504 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 100023 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 82165 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40142 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 43039 members 
Mstep: Class 13 contains 295166 members 
Mstep: Class 14 contains 11707 members 
Mstep: Class 15 contains 296824 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 383Q: 21 clusters Score -4.695628e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 100434 members 
Mstep: Class 3 contains 25520 members 
Mstep: Class 4 contains 100193 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 81876 members 
Mstep: Class 7 contains 21502 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40136 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 43001 members 
Mstep: Class 13 contains 295307 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 296906 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956280.000000 Penalty: 12671.912109
Iteration 384Q: 21 clusters Score -4.695628e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 100356 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 100379 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 81593 members 
Mstep: Class 7 contains 21509 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 42953 members 
Mstep: Class 13 contains 295496 members 
Mstep: Class 14 contains 11742 members 
Mstep: Class 15 contains 296925 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 17062 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 385Q: 21 clusters Score -4.69562e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 100284 members 
Mstep: Class 3 contains 25502 members 
Mstep: Class 4 contains 100561 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 81291 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 42921 members 
Mstep: Class 13 contains 295724 members 
Mstep: Class 14 contains 11750 members 
Mstep: Class 15 contains 296921 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 21 clusters Score -4.695608e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 100224 members 
Mstep: Class 3 contains 25495 members 
Mstep: Class 4 contains 100747 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 80964 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40127 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 42880 members 
Mstep: Class 13 contains 295994 members 
Mstep: Class 14 contains 11761 members 
Mstep: Class 15 contains 296902 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 17062 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 21 clusters Score -4.69561e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 100143 members 
Mstep: Class 3 contains 25495 members 
Mstep: Class 4 contains 100931 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 80661 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40117 members 
Mstep: Class 10 contains 4681 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 42836 members 
Mstep: Class 13 contains 296231 members 
Mstep: Class 14 contains 11764 members 
Mstep: Class 15 contains 296903 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 17063 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 21 clusters Score -4.695608e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 100072 members 
Mstep: Class 3 contains 25496 members 
Mstep: Class 4 contains 101096 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 80380 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40115 members 
Mstep: Class 10 contains 4673 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 42794 members 
Mstep: Class 13 contains 296460 members 
Mstep: Class 14 contains 11764 members 
Mstep: Class 15 contains 296903 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 17061 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956060.000000 Penalty: 12671.912109
Iteration 389Q: 21 clusters Score -4.695606e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 100014 members 
Mstep: Class 3 contains 25496 members 
Mstep: Class 4 contains 101241 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 80118 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40112 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 42764 members 
Mstep: Class 13 contains 296654 members 
Mstep: Class 14 contains 11760 members 
Mstep: Class 15 contains 296916 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 17062 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 390Q: 21 clusters Score -4.695611e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 99951 members 
Mstep: Class 3 contains 25498 members 
Mstep: Class 4 contains 101385 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 79829 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40108 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 42753 members 
Mstep: Class 13 contains 296911 members 
Mstep: Class 14 contains 11752 members 
Mstep: Class 15 contains 296884 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17071 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 391Q: 21 clusters Score -4.695606e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 99889 members 
Mstep: Class 3 contains 25495 members 
Mstep: Class 4 contains 101534 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 79558 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40111 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 42727 members 
Mstep: Class 13 contains 297194 members 
Mstep: Class 14 contains 11757 members 
Mstep: Class 15 contains 296800 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17074 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956088.000000 Penalty: 12671.912109
Iteration 392Q: 21 clusters Score -4.695609e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 99831 members 
Mstep: Class 3 contains 25504 members 
Mstep: Class 4 contains 101683 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 79285 members 
Mstep: Class 7 contains 21520 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40113 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 42701 members 
Mstep: Class 13 contains 297480 members 
Mstep: Class 14 contains 11764 members 
Mstep: Class 15 contains 296712 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17081 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 393Q: 21 clusters Score -4.69561e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 99753 members 
Mstep: Class 3 contains 25514 members 
Mstep: Class 4 contains 101846 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 79032 members 
Mstep: Class 7 contains 21523 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40111 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 42667 members 
Mstep: Class 13 contains 297752 members 
Mstep: Class 14 contains 11773 members 
Mstep: Class 15 contains 296630 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17087 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 394Q: 21 clusters Score -4.695608e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 99660 members 
Mstep: Class 3 contains 25522 members 
Mstep: Class 4 contains 102041 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 78807 members 
Mstep: Class 7 contains 21520 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40114 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 42623 members 
Mstep: Class 13 contains 297996 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 296553 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 395Q: 21 clusters Score -4.695629e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 99584 members 
Mstep: Class 3 contains 25530 members 
Mstep: Class 4 contains 102199 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 78575 members 
Mstep: Class 7 contains 21517 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40117 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 42594 members 
Mstep: Class 13 contains 298228 members 
Mstep: Class 14 contains 11785 members 
Mstep: Class 15 contains 296506 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17080 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 396Q: 21 clusters Score -4.695621e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 99520 members 
Mstep: Class 3 contains 25533 members 
Mstep: Class 4 contains 102358 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 78360 members 
Mstep: Class 7 contains 21520 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40119 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 42557 members 
Mstep: Class 13 contains 298464 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 296446 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17079 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 397Q: 21 clusters Score -4.695627e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 99452 members 
Mstep: Class 3 contains 25539 members 
Mstep: Class 4 contains 102533 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 78166 members 
Mstep: Class 7 contains 21518 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40126 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 42512 members 
Mstep: Class 13 contains 298673 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 296381 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 398Q: 21 clusters Score -4.69563e+07 nChanged 866
Entering ConstructFrom: 
Score: -46956300.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (60911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Entering Unmasked Estep 
Score: -2698336.000000 Penalty: 501.281189
	Iteration 0F: 2 clusters Score -2698336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -2657411.000000 Penalty: 1002.562378
	Iteration 0F: 3 clusters Score -2657411 nChanged 29535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -2675509.000000 Penalty: 1002.562378
	Iteration 1F: 3 clusters Score -2675509 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -2676467.500000 Penalty: 1002.562378
	Iteration 2Q: 3 clusters Score -2676468 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -2678068.750000 Penalty: 1002.562378
	Iteration 3F: 3 clusters Score -2678069 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -2680881.750000 Penalty: 1002.562378
	Iteration 4F: 3 clusters Score -2680882 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -2684998.750000 Penalty: 1002.562378
	Iteration 5F: 3 clusters Score -2684999 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -2689706.500000 Penalty: 1002.562378
	Iteration 6F: 3 clusters Score -2689706 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -2693515.250000 Penalty: 1002.562378
	Iteration 7F: 3 clusters Score -2693515 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -2695654.500000 Penalty: 1002.562378
	Iteration 8Q: 3 clusters Score -2695654 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -2696734.250000 Penalty: 1002.562378
	Iteration 9Q: 3 clusters Score -2696734 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -2697297.500000 Penalty: 1002.562378
	Iteration 10Q: 3 clusters Score -2697298 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -2697567.750000 Penalty: 1002.562378
	Iteration 11Q: 3 clusters Score -2697568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -2697712.500000 Penalty: 1002.562378
	Iteration 12Q: 3 clusters Score -2697712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -2697781.750000 Penalty: 1002.562378
	Iteration 13Q: 3 clusters Score -2697782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -2697837.500000 Penalty: 1002.562378
	Iteration 14Q: 3 clusters Score -2697838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -2697858.500000 Penalty: 1002.562378
	Iteration 15Q: 3 clusters Score -2697858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -2697873.750000 Penalty: 1002.562378
	Iteration 16Q: 3 clusters Score -2697874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -2697883.250000 Penalty: 1002.562378
	Iteration 17Q: 3 clusters Score -2697883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -2697893.250000 Penalty: 1002.562378
	Iteration 18Q: 3 clusters Score -2697893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -2697898.000000 Penalty: 1002.562378
	Iteration 19Q: 3 clusters Score -2697898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -2697898.750000 Penalty: 1002.562378
	Iteration 20F: 3 clusters Score -2697899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -2697903.250000 Penalty: 1002.562378
	Iteration 21Q: 3 clusters Score -2697903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -2697900.750000 Penalty: 1002.562378
	Iteration 22Q: 3 clusters Score -2697901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -2697902.500000 Penalty: 1002.562378
	Iteration 23Q: 3 clusters Score -2697902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -2697908.750000 Penalty: 1002.562378
	Iteration 24Q: 3 clusters Score -2697909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -2697910.250000 Penalty: 1002.562378
	Iteration 25Q: 3 clusters Score -2697910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -2697910.750000 Penalty: 1002.562378
	Iteration 26Q: 3 clusters Score -2697911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -2697910.750000 Penalty: 1002.562378
	Iteration 27F: 3 clusters Score -2697911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Entering Unmasked Estep 
Score: -4438637.000000 Penalty: 523.560181
	Iteration 0F: 2 clusters Score -4438637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -4371500.500000 Penalty: 1047.120361
	Iteration 0F: 3 clusters Score -4371500 nChanged 48594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -4400494.000000 Penalty: 1047.120361
	Iteration 1F: 3 clusters Score -4400494 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -4401934.500000 Penalty: 1047.120361
	Iteration 2Q: 3 clusters Score -4401934 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -4404909.000000 Penalty: 1047.120361
	Iteration 3F: 3 clusters Score -4404909 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -4410582.000000 Penalty: 1047.120361
	Iteration 4F: 3 clusters Score -4410582 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -4419308.500000 Penalty: 1047.120361
	Iteration 5F: 3 clusters Score -4419308 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -4428123.000000 Penalty: 1047.120361
	Iteration 6F: 3 clusters Score -4428123 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -4433937.500000 Penalty: 1047.120361
	Iteration 7F: 3 clusters Score -4433938 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -4436605.500000 Penalty: 1047.120361
	Iteration 8Q: 3 clusters Score -4436606 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -4437608.000000 Penalty: 1047.120361
	Iteration 9Q: 3 clusters Score -4437608 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -4437984.500000 Penalty: 1047.120361
	Iteration 10Q: 3 clusters Score -4437984 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -4438113.500000 Penalty: 1047.120361
	Iteration 11Q: 3 clusters Score -4438114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -4438177.500000 Penalty: 1047.120361
	Iteration 12Q: 3 clusters Score -4438178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -4438220.500000 Penalty: 1047.120361
	Iteration 13Q: 3 clusters Score -4438220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -4438248.000000 Penalty: 1047.120361
	Iteration 14Q: 3 clusters Score -4438248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -4438268.500000 Penalty: 1047.120361
	Iteration 15Q: 3 clusters Score -4438268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -4438278.500000 Penalty: 1047.120361
	Iteration 16Q: 3 clusters Score -4438278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -4438286.000000 Penalty: 1047.120361
	Iteration 17Q: 3 clusters Score -4438286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -4438297.000000 Penalty: 1047.120361
	Iteration 18Q: 3 clusters Score -4438297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -4438303.500000 Penalty: 1047.120361
	Iteration 19Q: 3 clusters Score -4438304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -4438316.000000 Penalty: 1047.120361
	Iteration 20F: 3 clusters Score -4438316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -4438321.500000 Penalty: 1047.120361
	Iteration 21Q: 3 clusters Score -4438322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -4438327.000000 Penalty: 1047.120361
	Iteration 22Q: 3 clusters Score -4438327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -4438338.500000 Penalty: 1047.120361
	Iteration 23Q: 3 clusters Score -4438338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -4438355.500000 Penalty: 1047.120361
	Iteration 24Q: 3 clusters Score -4438356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -4438364.500000 Penalty: 1047.120361
	Iteration 25Q: 3 clusters Score -4438364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -4438380.000000 Penalty: 1047.120361
	Iteration 26Q: 3 clusters Score -4438380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -4438381.000000 Penalty: 1047.120361
	Iteration 27Q: 3 clusters Score -4438381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -4438383.500000 Penalty: 1047.120361
	Iteration 28Q: 3 clusters Score -4438384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -4438390.500000 Penalty: 1047.120361
	Iteration 29Q: 3 clusters Score -4438390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -4438392.500000 Penalty: 1047.120361
	Iteration 30Q: 3 clusters Score -4438392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -4438393.500000 Penalty: 1047.120361
	Iteration 31Q: 3 clusters Score -4438394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -4438392.500000 Penalty: 1047.120361
	Iteration 32Q: 3 clusters Score -4438392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -4438395.000000 Penalty: 1047.120361
	Iteration 33Q: 3 clusters Score -4438395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -4438398.000000 Penalty: 1047.120361
	Iteration 34Q: 3 clusters Score -4438398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -4438396.500000 Penalty: 1047.120361
	Iteration 35Q: 3 clusters Score -4438396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -4438396.000000 Penalty: 1047.120361
	Iteration 36Q: 3 clusters Score -4438396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -4438396.000000 Penalty: 1047.120361
	Iteration 37F: 3 clusters Score -4438396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Entering Unmasked Estep 
Score: -1127428.875000 Penalty: 461.739410
	Iteration 0F: 2 clusters Score -1127429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1110359.625000 Penalty: 923.478821
	Iteration 0F: 3 clusters Score -1110360 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1117859.000000 Penalty: 923.478821
	Iteration 1F: 3 clusters Score -1117859 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1118885.875000 Penalty: 923.478821
	Iteration 2F: 3 clusters Score -1118886 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1120578.500000 Penalty: 923.478821
	Iteration 3F: 3 clusters Score -1120578 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1122856.750000 Penalty: 923.478821
	Iteration 4F: 3 clusters Score -1122857 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -1125132.750000 Penalty: 923.478821
	Iteration 5F: 3 clusters Score -1125133 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -1126476.500000 Penalty: 923.478821
	Iteration 6Q: 3 clusters Score -1126476 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -1126878.250000 Penalty: 923.478821
	Iteration 7Q: 3 clusters Score -1126878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1126988.750000 Penalty: 923.478821
	Iteration 8Q: 3 clusters Score -1126989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1127008.750000 Penalty: 923.478821
	Iteration 9Q: 3 clusters Score -1127009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1127016.125000 Penalty: 923.478821
	Iteration 10Q: 3 clusters Score -1127016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1127022.750000 Penalty: 923.478821
	Iteration 11Q: 3 clusters Score -1127023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1127022.750000 Penalty: 923.478821
	Iteration 12F: 3 clusters Score -1127023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Entering Unmasked Estep 
Score: -4644465.500000 Penalty: 525.044556
	Iteration 0F: 2 clusters Score -4644466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -4574994.000000 Penalty: 1050.089111
	Iteration 0F: 3 clusters Score -4574994 nChanged 50333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -4605517.500000 Penalty: 1050.089111
	Iteration 1F: 3 clusters Score -4605518 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4607216.500000 Penalty: 1050.089111
	Iteration 2Q: 3 clusters Score -4607216 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4610109.500000 Penalty: 1050.089111
	Iteration 3F: 3 clusters Score -4610110 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4614767.500000 Penalty: 1050.089111
	Iteration 4F: 3 clusters Score -4614768 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4621338.500000 Penalty: 1050.089111
	Iteration 5F: 3 clusters Score -4621338 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4629549.500000 Penalty: 1050.089111
	Iteration 6F: 3 clusters Score -4629550 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4637012.500000 Penalty: 1050.089111
	Iteration 7F: 3 clusters Score -4637012 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4641566.500000 Penalty: 1050.089111
	Iteration 8Q: 3 clusters Score -4641566 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4643461.000000 Penalty: 1050.089111
	Iteration 9Q: 3 clusters Score -4643461 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4643883.500000 Penalty: 1050.089111
	Iteration 10Q: 3 clusters Score -4643884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4643964.000000 Penalty: 1050.089111
	Iteration 11Q: 3 clusters Score -4643964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4643994.500000 Penalty: 1050.089111
	Iteration 12Q: 3 clusters Score -4643994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4644009.500000 Penalty: 1050.089111
	Iteration 13Q: 3 clusters Score -4644010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4644019.500000 Penalty: 1050.089111
	Iteration 14Q: 3 clusters Score -4644020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4644029.000000 Penalty: 1050.089111
	Iteration 15Q: 3 clusters Score -4644029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4644029.000000 Penalty: 1050.089111
	Iteration 16F: 3 clusters Score -4644029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -4465.081055 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4465.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -4234.298828 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -4234.299 nChanged 26
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: -4270.066406 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4270.066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4275.768555 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -4275.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4277.591797 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -4277.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4277.841797 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4277.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4277.841797 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -4277.842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Entering Unmasked Estep 
Score: -3450825.000000 Penalty: 512.534302
	Iteration 0F: 2 clusters Score -3450825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -3398362.250000 Penalty: 1025.068604
	Iteration 0F: 3 clusters Score -3398362 nChanged 38106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -3421037.750000 Penalty: 1025.068604
	Iteration 1F: 3 clusters Score -3421038 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -3421962.000000 Penalty: 1025.068604
	Iteration 2Q: 3 clusters Score -3421962 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -3423705.000000 Penalty: 1025.068604
	Iteration 3Q: 3 clusters Score -3423705 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -3427091.250000 Penalty: 1025.068604
	Iteration 4F: 3 clusters Score -3427091 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -3432972.500000 Penalty: 1025.068604
	Iteration 5F: 3 clusters Score -3432972 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -3440546.500000 Penalty: 1025.068604
	Iteration 6F: 3 clusters Score -3440546 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -3446765.500000 Penalty: 1025.068604
	Iteration 7F: 3 clusters Score -3446766 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -3449465.750000 Penalty: 1025.068604
	Iteration 8Q: 3 clusters Score -3449466 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -3450193.000000 Penalty: 1025.068604
	Iteration 9Q: 3 clusters Score -3450193 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -3450330.250000 Penalty: 1025.068604
	Iteration 10Q: 3 clusters Score -3450330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -3450352.500000 Penalty: 1025.068604
	Iteration 11Q: 3 clusters Score -3450352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -3450359.000000 Penalty: 1025.068604
	Iteration 12Q: 3 clusters Score -3450359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -3450359.000000 Penalty: 1025.068604
	Iteration 13F: 3 clusters Score -3450359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Entering Unmasked Estep 
Score: -929291.875000 Penalty: 453.928894
	Iteration 0F: 2 clusters Score -929291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -914935.375000 Penalty: 907.857788
	Iteration 0F: 3 clusters Score -914935.4 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -920624.437500 Penalty: 907.857788
	Iteration 1F: 3 clusters Score -920624.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -920959.625000 Penalty: 907.857788
	Iteration 2Q: 3 clusters Score -920959.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -921467.750000 Penalty: 907.857788
	Iteration 3Q: 3 clusters Score -921467.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -922254.375000 Penalty: 907.857788
	Iteration 4F: 3 clusters Score -922254.4 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -923404.812500 Penalty: 907.857788
	Iteration 5F: 3 clusters Score -923404.8 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -924856.312500 Penalty: 907.857788
	Iteration 6F: 3 clusters Score -924856.3 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -926678.375000 Penalty: 907.857788
	Iteration 7F: 3 clusters Score -926678.4 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -927917.125000 Penalty: 907.857788
	Iteration 8F: 3 clusters Score -927917.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -928348.500000 Penalty: 907.857788
	Iteration 9Q: 3 clusters Score -928348.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -928532.062500 Penalty: 907.857788
	Iteration 10Q: 3 clusters Score -928532.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -928628.187500 Penalty: 907.857788
	Iteration 11Q: 3 clusters Score -928628.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -928679.125000 Penalty: 907.857788
	Iteration 12Q: 3 clusters Score -928679.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -928712.187500 Penalty: 907.857788
	Iteration 13Q: 3 clusters Score -928712.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -928733.562500 Penalty: 907.857788
	Iteration 14Q: 3 clusters Score -928733.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -928740.875000 Penalty: 907.857788
	Iteration 15Q: 3 clusters Score -928740.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -928738.250000 Penalty: 907.857788
	Iteration 16Q: 3 clusters Score -928738.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -928746.625000 Penalty: 907.857788
	Iteration 17Q: 3 clusters Score -928746.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -928748.500000 Penalty: 907.857788
	Iteration 18Q: 3 clusters Score -928748.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -928749.187500 Penalty: 907.857788
	Iteration 19Q: 3 clusters Score -928749.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -928750.625000 Penalty: 907.857788
	Iteration 20F: 3 clusters Score -928750.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -928750.875000 Penalty: 907.857788
	Iteration 21Q: 3 clusters Score -928750.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -928752.687500 Penalty: 907.857788
	Iteration 22Q: 3 clusters Score -928752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -928751.437500 Penalty: 907.857788
	Iteration 23Q: 3 clusters Score -928751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -928749.062500 Penalty: 907.857788
	Iteration 24Q: 3 clusters Score -928749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -928750.375000 Penalty: 907.857788
	Iteration 25Q: 3 clusters Score -928750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -928749.812500 Penalty: 907.857788
	Iteration 26Q: 3 clusters Score -928749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -928747.625000 Penalty: 907.857788
	Iteration 27Q: 3 clusters Score -928747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -928747.000000 Penalty: 907.857788
	Iteration 28Q: 3 clusters Score -928747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -928749.562500 Penalty: 907.857788
	Iteration 29Q: 3 clusters Score -928749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -928750.437500 Penalty: 907.857788
	Iteration 30Q: 3 clusters Score -928750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -928751.500000 Penalty: 907.857788
	Iteration 31Q: 3 clusters Score -928751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -928752.500000 Penalty: 907.857788
	Iteration 32Q: 3 clusters Score -928752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -928751.312500 Penalty: 907.857788
	Iteration 33Q: 3 clusters Score -928751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -928750.812500 Penalty: 907.857788
	Iteration 34Q: 3 clusters Score -928750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -928752.062500 Penalty: 907.857788
	Iteration 35Q: 3 clusters Score -928752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -928752.062500 Penalty: 907.857788
	Iteration 36F: 3 clusters Score -928752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -5589.632324 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -5589.632 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 92 members 
Entering Unmasked Estep 
Score: -5344.378418 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -5344.378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5411.506836 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -5411.507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5432.131836 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -5432.132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5440.916504 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -5440.917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5447.862305 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -5447.862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5453.364258 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -5453.364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5462.645996 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -5462.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5465.231445 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -5465.231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5466.036621 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -5466.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5475.540039 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -5475.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5475.880371 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -5475.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5476.481934 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -5476.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5476.481934 Penalty: 471.542328
	Iteration 12F: 3 clusters Score -5476.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Entering Unmasked Estep 
Score: -1628101.750000 Penalty: 482.292236
	Iteration 0F: 2 clusters Score -1628102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -1601267.750000 Penalty: 964.584473
	Iteration 0F: 3 clusters Score -1601268 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1613874.625000 Penalty: 964.584473
	Iteration 1F: 3 clusters Score -1613875 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1615511.000000 Penalty: 964.584473
	Iteration 2F: 3 clusters Score -1615511 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1617359.750000 Penalty: 964.584473
	Iteration 3F: 3 clusters Score -1617360 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1619117.375000 Penalty: 964.584473
	Iteration 4F: 3 clusters Score -1619117 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1620551.625000 Penalty: 964.584473
	Iteration 5F: 3 clusters Score -1620552 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1621574.625000 Penalty: 964.584473
	Iteration 6Q: 3 clusters Score -1621575 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1622244.625000 Penalty: 964.584473
	Iteration 7Q: 3 clusters Score -1622245 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1622574.375000 Penalty: 964.584473
	Iteration 8Q: 3 clusters Score -1622574 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1622741.500000 Penalty: 964.584473
	Iteration 9Q: 3 clusters Score -1622742 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1622840 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1622897 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1622952 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1623003 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1623060 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1623123 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1623193 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1623266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1623335.875000 Penalty: 964.584473
	Iteration 18Q: 3 clusters Score -1623336 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1623416.375000 Penalty: 964.584473
	Iteration 19Q: 3 clusters Score -1623416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1623490 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1623579 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1623658 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1623724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1623793 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1623858 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1623911 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1623970 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1624004 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1624045 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1624078 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1624100 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1624128 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1624154.750000 Penalty: 964.584473
	Iteration 33Q: 3 clusters Score -1624155 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -1624174.250000 Penalty: 964.584473
	Iteration 34Q: 3 clusters Score -1624174 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1624206 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1624227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1624249 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1624283 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1624299 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1624323 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1624349 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1624360 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1624395 nChanged 229
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Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1624418 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1624453 nChanged 270
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1624482 nChanged 276
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Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1624524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1624569 nChanged 339
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Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1624623.000000 Penalty: 964.584473
	Iteration 49Q: 3 clusters Score -1624623 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1624670 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1624745 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1624812 nChanged 405
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1624900 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1624990 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1625075 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1625186 nChanged 445
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1625280 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1625378 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1625488 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1625577 nChanged 416
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1625673 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1625769 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1625884 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1625997 nChanged 423
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Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1626107 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1626230 nChanged 448
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 32100 members 
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	Iteration 67Q: 3 clusters Score -1626362 nChanged 445
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Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1626486 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1626622 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1626753 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1626868 nChanged 397
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1626981 nChanged 370
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1627087 nChanged 338
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1627181 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1627270 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 35552 members 
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	Iteration 76Q: 3 clusters Score -1627343 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1627414 nChanged 219
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1627470 nChanged 211
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Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1627537 nChanged 180
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1627571 nChanged 180
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Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1627612 nChanged 174
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 36781 members 
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	Iteration 82Q: 3 clusters Score -1627660 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 36940 members 
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	Iteration 83Q: 3 clusters Score -1627696 nChanged 157
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Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 37097 members 
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	Iteration 84Q: 3 clusters Score -1627737 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1627765 nChanged 130
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1627806 nChanged 124
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1627823 nChanged 105
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 37603 members 
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	Iteration 88Q: 3 clusters Score -1627843 nChanged 108
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37711 members 
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	Iteration 89Q: 3 clusters Score -1627860 nChanged 98
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Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1627887 nChanged 90
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Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1627909 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1627925 nChanged 85
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Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1627952 nChanged 81
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1627966 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1627980 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1627986 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1627992 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1627996 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1627998 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1628005 nChanged 18
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1628004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -1628009.250000 Penalty: 964.584473
	Iteration 102Q: 3 clusters Score -1628009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -1628011.000000 Penalty: 964.584473
	Iteration 103Q: 3 clusters Score -1628011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -1628012.500000 Penalty: 964.584473
	Iteration 104Q: 3 clusters Score -1628012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -1628013.750000 Penalty: 964.584473
	Iteration 105Q: 3 clusters Score -1628014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -1628018.375000 Penalty: 964.584473
	Iteration 106Q: 3 clusters Score -1628018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -1628019.500000 Penalty: 964.584473
	Iteration 107Q: 3 clusters Score -1628020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -1628020.500000 Penalty: 964.584473
	Iteration 108Q: 3 clusters Score -1628020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -1628021.625000 Penalty: 964.584473
	Iteration 109Q: 3 clusters Score -1628022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -1628024.125000 Penalty: 964.584473
	Iteration 110Q: 3 clusters Score -1628024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -1628022.500000 Penalty: 964.584473
	Iteration 111Q: 3 clusters Score -1628022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -1628021.125000 Penalty: 964.584473
	Iteration 112Q: 3 clusters Score -1628021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -1628024.000000 Penalty: 964.584473
	Iteration 113Q: 3 clusters Score -1628024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -1628029.125000 Penalty: 964.584473
	Iteration 114Q: 3 clusters Score -1628029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -1628026.375000 Penalty: 964.584473
	Iteration 115Q: 3 clusters Score -1628026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -1628026.000000 Penalty: 964.584473
	Iteration 116Q: 3 clusters Score -1628026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -1628024.875000 Penalty: 964.584473
	Iteration 117Q: 3 clusters Score -1628025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -1628025.000000 Penalty: 964.584473
	Iteration 118Q: 3 clusters Score -1628025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -1628028.375000 Penalty: 964.584473
	Iteration 119Q: 3 clusters Score -1628028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -1628027.875000 Penalty: 964.584473
	Iteration 120F: 3 clusters Score -1628028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -1628027.500000 Penalty: 964.584473
	Iteration 121Q: 3 clusters Score -1628028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -1628025.875000 Penalty: 964.584473
	Iteration 122Q: 3 clusters Score -1628026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -1628024.625000 Penalty: 964.584473
	Iteration 123Q: 3 clusters Score -1628025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -1628027.750000 Penalty: 964.584473
	Iteration 124Q: 3 clusters Score -1628028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -1628028.750000 Penalty: 964.584473
	Iteration 125Q: 3 clusters Score -1628029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -1628029.625000 Penalty: 964.584473
	Iteration 126Q: 3 clusters Score -1628030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -1628031.750000 Penalty: 964.584473
	Iteration 127Q: 3 clusters Score -1628032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -1628032.000000 Penalty: 964.584473
	Iteration 128Q: 3 clusters Score -1628032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -1628031.500000 Penalty: 964.584473
	Iteration 129Q: 3 clusters Score -1628032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -1628031.500000 Penalty: 964.584473
	Iteration 130Q: 3 clusters Score -1628032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -1628031.500000 Penalty: 964.584473
	Iteration 131Q: 3 clusters Score -1628032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -1628032.250000 Penalty: 964.584473
	Iteration 132Q: 3 clusters Score -1628032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -1628032.750000 Penalty: 964.584473
	Iteration 133Q: 3 clusters Score -1628033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -1628033.750000 Penalty: 964.584473
	Iteration 134Q: 3 clusters Score -1628034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -1628037.125000 Penalty: 964.584473
	Iteration 135Q: 3 clusters Score -1628037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -1628037.375000 Penalty: 964.584473
	Iteration 136Q: 3 clusters Score -1628037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -1628037.750000 Penalty: 964.584473
	Iteration 137Q: 3 clusters Score -1628038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -1628039.000000 Penalty: 964.584473
	Iteration 138Q: 3 clusters Score -1628039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -1628038.250000 Penalty: 964.584473
	Iteration 139Q: 3 clusters Score -1628038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -1628042.750000 Penalty: 964.584473
	Iteration 140F: 3 clusters Score -1628043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -1628041.500000 Penalty: 964.584473
	Iteration 141Q: 3 clusters Score -1628042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -1628044.500000 Penalty: 964.584473
	Iteration 142Q: 3 clusters Score -1628044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -1628044.750000 Penalty: 964.584473
	Iteration 143Q: 3 clusters Score -1628045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -1628044.750000 Penalty: 964.584473
	Iteration 144F: 3 clusters Score -1628045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -195254.531250 Penalty: 383.906250
	Iteration 0F: 2 clusters Score -195254.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -192121.343750 Penalty: 767.812500
	Iteration 0F: 3 clusters Score -192121.3 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -193236.406250 Penalty: 767.812500
	Iteration 1F: 3 clusters Score -193236.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -193336.593750 Penalty: 767.812500
	Iteration 2Q: 3 clusters Score -193336.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -193453.171875 Penalty: 767.812500
	Iteration 3F: 3 clusters Score -193453.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -193564.187500 Penalty: 767.812500
	Iteration 4F: 3 clusters Score -193564.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -193719.875000 Penalty: 767.812500
	Iteration 5F: 3 clusters Score -193719.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -193904.812500 Penalty: 767.812500
	Iteration 6F: 3 clusters Score -193904.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -194140.125000 Penalty: 767.812500
	Iteration 7F: 3 clusters Score -194140.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -194396.046875 Penalty: 767.812500
	Iteration 8F: 3 clusters Score -194396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -194559.281250 Penalty: 767.812500
	Iteration 9Q: 3 clusters Score -194559.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -194631.125000 Penalty: 767.812500
	Iteration 10Q: 3 clusters Score -194631.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -194660.890625 Penalty: 767.812500
	Iteration 11Q: 3 clusters Score -194660.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -194679.531250 Penalty: 767.812500
	Iteration 12Q: 3 clusters Score -194679.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -194696.437500 Penalty: 767.812500
	Iteration 13Q: 3 clusters Score -194696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -194704.359375 Penalty: 767.812500
	Iteration 14Q: 3 clusters Score -194704.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -194711.796875 Penalty: 767.812500
	Iteration 15Q: 3 clusters Score -194711.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -194717.171875 Penalty: 767.812500
	Iteration 16Q: 3 clusters Score -194717.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -194721.234375 Penalty: 767.812500
	Iteration 17Q: 3 clusters Score -194721.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -194726.453125 Penalty: 767.812500
	Iteration 18Q: 3 clusters Score -194726.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -194733.640625 Penalty: 767.812500
	Iteration 19Q: 3 clusters Score -194733.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -194740.218750 Penalty: 767.812500
	Iteration 20F: 3 clusters Score -194740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -194745.750000 Penalty: 767.812500
	Iteration 21Q: 3 clusters Score -194745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -194752.531250 Penalty: 767.812500
	Iteration 22Q: 3 clusters Score -194752.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -194757.109375 Penalty: 767.812500
	Iteration 23Q: 3 clusters Score -194757.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -194761.062500 Penalty: 767.812500
	Iteration 24Q: 3 clusters Score -194761.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -194764.500000 Penalty: 767.812500
	Iteration 25Q: 3 clusters Score -194764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -194768.515625 Penalty: 767.812500
	Iteration 26Q: 3 clusters Score -194768.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -194774.828125 Penalty: 767.812500
	Iteration 27Q: 3 clusters Score -194774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -194781.046875 Penalty: 767.812500
	Iteration 28Q: 3 clusters Score -194781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -194786.671875 Penalty: 767.812500
	Iteration 29Q: 3 clusters Score -194786.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -194790.656250 Penalty: 767.812500
	Iteration 30Q: 3 clusters Score -194790.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -194793.984375 Penalty: 767.812500
	Iteration 31Q: 3 clusters Score -194794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -194799.453125 Penalty: 767.812500
	Iteration 32Q: 3 clusters Score -194799.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -194806.468750 Penalty: 767.812500
	Iteration 33Q: 3 clusters Score -194806.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -194813.515625 Penalty: 767.812500
	Iteration 34Q: 3 clusters Score -194813.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -194822.921875 Penalty: 767.812500
	Iteration 35Q: 3 clusters Score -194822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -194829.156250 Penalty: 767.812500
	Iteration 36Q: 3 clusters Score -194829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -194835.328125 Penalty: 767.812500
	Iteration 37Q: 3 clusters Score -194835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -194837.093750 Penalty: 767.812500
	Iteration 38Q: 3 clusters Score -194837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -194838.515625 Penalty: 767.812500
	Iteration 39Q: 3 clusters Score -194838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -194839.031250 Penalty: 767.812500
	Iteration 40F: 3 clusters Score -194839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -194839.687500 Penalty: 767.812500
	Iteration 41Q: 3 clusters Score -194839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -194841.156250 Penalty: 767.812500
	Iteration 42Q: 3 clusters Score -194841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -194841.296875 Penalty: 767.812500
	Iteration 43Q: 3 clusters Score -194841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -194842.343750 Penalty: 767.812500
	Iteration 44Q: 3 clusters Score -194842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -194842.843750 Penalty: 767.812500
	Iteration 45Q: 3 clusters Score -194842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -194843.812500 Penalty: 767.812500
	Iteration 46Q: 3 clusters Score -194843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -194845.703125 Penalty: 767.812500
	Iteration 47Q: 3 clusters Score -194845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -194846.531250 Penalty: 767.812500
	Iteration 48Q: 3 clusters Score -194846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -194846.625000 Penalty: 767.812500
	Iteration 49Q: 3 clusters Score -194846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -194847.000000 Penalty: 767.812500
	Iteration 50Q: 3 clusters Score -194847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -194847.093750 Penalty: 767.812500
	Iteration 51Q: 3 clusters Score -194847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -194847.500000 Penalty: 767.812500
	Iteration 52Q: 3 clusters Score -194847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -194847.984375 Penalty: 767.812500
	Iteration 53Q: 3 clusters Score -194848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -194848.750000 Penalty: 767.812500
	Iteration 54Q: 3 clusters Score -194848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -194848.984375 Penalty: 767.812500
	Iteration 55Q: 3 clusters Score -194849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -194850.125000 Penalty: 767.812500
	Iteration 56Q: 3 clusters Score -194850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -194850.750000 Penalty: 767.812500
	Iteration 57Q: 3 clusters Score -194850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -194851.015625 Penalty: 767.812500
	Iteration 58Q: 3 clusters Score -194851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -194851.671875 Penalty: 767.812500
	Iteration 59Q: 3 clusters Score -194851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -194851.671875 Penalty: 767.812500
	Iteration 60F: 3 clusters Score -194851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -84495.429688 Penalty: 345.954681
	Iteration 0F: 2 clusters Score -84495.43 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 1025 members 
Entering Unmasked Estep 
Score: -83049.351562 Penalty: 691.909363
	Iteration 0F: 3 clusters Score -83049.35 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -83543.906250 Penalty: 691.909363
	Iteration 1F: 3 clusters Score -83543.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -83684.906250 Penalty: 691.909363
	Iteration 2F: 3 clusters Score -83684.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -83868.023438 Penalty: 691.909363
	Iteration 3F: 3 clusters Score -83868.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -84044.492188 Penalty: 691.909363
	Iteration 4F: 3 clusters Score -84044.49 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -84203.265625 Penalty: 691.909363
	Iteration 5F: 3 clusters Score -84203.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -84298.664062 Penalty: 691.909363
	Iteration 6F: 3 clusters Score -84298.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -84350.906250 Penalty: 691.909363
	Iteration 7Q: 3 clusters Score -84350.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -84377.429688 Penalty: 691.909363
	Iteration 8Q: 3 clusters Score -84377.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -84401.703125 Penalty: 691.909363
	Iteration 9Q: 3 clusters Score -84401.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -84420.000000 Penalty: 691.909363
	Iteration 10Q: 3 clusters Score -84420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -84433.007812 Penalty: 691.909363
	Iteration 11Q: 3 clusters Score -84433.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -84439.164062 Penalty: 691.909363
	Iteration 12Q: 3 clusters Score -84439.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -84442.265625 Penalty: 691.909363
	Iteration 13Q: 3 clusters Score -84442.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -84443.757812 Penalty: 691.909363
	Iteration 14Q: 3 clusters Score -84443.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -84444.476562 Penalty: 691.909363
	Iteration 15Q: 3 clusters Score -84444.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84444.812500 Penalty: 691.909363
	Iteration 16Q: 3 clusters Score -84444.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -84445.000000 Penalty: 691.909363
	Iteration 17Q: 3 clusters Score -84445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -84445.000000 Penalty: 691.909363
	Iteration 18F: 3 clusters Score -84445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Entering Unmasked Estep 
Score: -1859446.250000 Penalty: 484.867798
	Iteration 0F: 2 clusters Score -1859446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1830757.625000 Penalty: 969.735596
	Iteration 0F: 3 clusters Score -1830758 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -1843151.000000 Penalty: 969.735596
	Iteration 1F: 3 clusters Score -1843151 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -1843786.750000 Penalty: 969.735596
	Iteration 2Q: 3 clusters Score -1843787 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -1844712.000000 Penalty: 969.735596
	Iteration 3Q: 3 clusters Score -1844712 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -1846005.750000 Penalty: 969.735596
	Iteration 4F: 3 clusters Score -1846006 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -1847820.625000 Penalty: 969.735596
	Iteration 5F: 3 clusters Score -1847821 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -1850040.125000 Penalty: 969.735596
	Iteration 6F: 3 clusters Score -1850040 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -1852042.750000 Penalty: 969.735596
	Iteration 7F: 3 clusters Score -1852043 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -1853396.750000 Penalty: 969.735596
	Iteration 8Q: 3 clusters Score -1853397 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -1854141.375000 Penalty: 969.735596
	Iteration 9Q: 3 clusters Score -1854141 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -1854700.875000 Penalty: 969.735596
	Iteration 10Q: 3 clusters Score -1854701 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -1855253.125000 Penalty: 969.735596
	Iteration 11Q: 3 clusters Score -1855253 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -1855812.875000 Penalty: 969.735596
	Iteration 12Q: 3 clusters Score -1855813 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -1856349.125000 Penalty: 969.735596
	Iteration 13Q: 3 clusters Score -1856349 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -1856851.875000 Penalty: 969.735596
	Iteration 14Q: 3 clusters Score -1856852 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -1857239.625000 Penalty: 969.735596
	Iteration 15Q: 3 clusters Score -1857240 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -1857587.250000 Penalty: 969.735596
	Iteration 16Q: 3 clusters Score -1857587 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -1857851.750000 Penalty: 969.735596
	Iteration 17Q: 3 clusters Score -1857852 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -1858052.750000 Penalty: 969.735596
	Iteration 18Q: 3 clusters Score -1858053 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -1858200.750000 Penalty: 969.735596
	Iteration 19Q: 3 clusters Score -1858201 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -1858309.125000 Penalty: 969.735596
	Iteration 20F: 3 clusters Score -1858309 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -1858415.625000 Penalty: 969.735596
	Iteration 21Q: 3 clusters Score -1858416 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -1858499.375000 Penalty: 969.735596
	Iteration 22Q: 3 clusters Score -1858499 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -1858577.000000 Penalty: 969.735596
	Iteration 23Q: 3 clusters Score -1858577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -1858641.625000 Penalty: 969.735596
	Iteration 24Q: 3 clusters Score -1858642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -1858686.500000 Penalty: 969.735596
	Iteration 25Q: 3 clusters Score -1858686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -1858732.625000 Penalty: 969.735596
	Iteration 26Q: 3 clusters Score -1858733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -1858773.375000 Penalty: 969.735596
	Iteration 27Q: 3 clusters Score -1858773 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -1858796.875000 Penalty: 969.735596
	Iteration 28Q: 3 clusters Score -1858797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -1858818.250000 Penalty: 969.735596
	Iteration 29Q: 3 clusters Score -1858818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -1858834.625000 Penalty: 969.735596
	Iteration 30Q: 3 clusters Score -1858835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -1858850.625000 Penalty: 969.735596
	Iteration 31Q: 3 clusters Score -1858851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -1858866.750000 Penalty: 969.735596
	Iteration 32Q: 3 clusters Score -1858867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -1858883.250000 Penalty: 969.735596
	Iteration 33Q: 3 clusters Score -1858883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -1858904.000000 Penalty: 969.735596
	Iteration 34Q: 3 clusters Score -1858904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -1858917.875000 Penalty: 969.735596
	Iteration 35Q: 3 clusters Score -1858918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -1858932.250000 Penalty: 969.735596
	Iteration 36Q: 3 clusters Score -1858932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -1858941.625000 Penalty: 969.735596
	Iteration 37Q: 3 clusters Score -1858942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -1858950.250000 Penalty: 969.735596
	Iteration 38Q: 3 clusters Score -1858950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -1858961.125000 Penalty: 969.735596
	Iteration 39Q: 3 clusters Score -1858961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -1858970.000000 Penalty: 969.735596
	Iteration 40F: 3 clusters Score -1858970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -1858974.750000 Penalty: 969.735596
	Iteration 41Q: 3 clusters Score -1858975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -1858982.125000 Penalty: 969.735596
	Iteration 42Q: 3 clusters Score -1858982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -1858989.125000 Penalty: 969.735596
	Iteration 43Q: 3 clusters Score -1858989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -1858988.375000 Penalty: 969.735596
	Iteration 44Q: 3 clusters Score -1858988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -1858987.375000 Penalty: 969.735596
	Iteration 45Q: 3 clusters Score -1858987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -1858992.375000 Penalty: 969.735596
	Iteration 46Q: 3 clusters Score -1858992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -1858994.875000 Penalty: 969.735596
	Iteration 47Q: 3 clusters Score -1858995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -1858998.500000 Penalty: 969.735596
	Iteration 48Q: 3 clusters Score -1858998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -1859000.500000 Penalty: 969.735596
	Iteration 49Q: 3 clusters Score -1859000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -1859007.375000 Penalty: 969.735596
	Iteration 50Q: 3 clusters Score -1859007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -1859010.625000 Penalty: 969.735596
	Iteration 51Q: 3 clusters Score -1859011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -1859011.000000 Penalty: 969.735596
	Iteration 52Q: 3 clusters Score -1859011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -1859014.625000 Penalty: 969.735596
	Iteration 53Q: 3 clusters Score -1859015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -1859016.625000 Penalty: 969.735596
	Iteration 54Q: 3 clusters Score -1859017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -1859025.000000 Penalty: 969.735596
	Iteration 55Q: 3 clusters Score -1859025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -1859034.375000 Penalty: 969.735596
	Iteration 56Q: 3 clusters Score -1859034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -1859041.750000 Penalty: 969.735596
	Iteration 57Q: 3 clusters Score -1859042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -1859048.125000 Penalty: 969.735596
	Iteration 58Q: 3 clusters Score -1859048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -1859049.875000 Penalty: 969.735596
	Iteration 59Q: 3 clusters Score -1859050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -1859053.000000 Penalty: 969.735596
	Iteration 60F: 3 clusters Score -1859053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -1859054.625000 Penalty: 969.735596
	Iteration 61Q: 3 clusters Score -1859055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -1859057.375000 Penalty: 969.735596
	Iteration 62Q: 3 clusters Score -1859057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -1859059.000000 Penalty: 969.735596
	Iteration 63Q: 3 clusters Score -1859059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -1859059.500000 Penalty: 969.735596
	Iteration 64Q: 3 clusters Score -1859060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -1859061.875000 Penalty: 969.735596
	Iteration 65Q: 3 clusters Score -1859062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -1859061.750000 Penalty: 969.735596
	Iteration 66Q: 3 clusters Score -1859062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -1859064.125000 Penalty: 969.735596
	Iteration 67Q: 3 clusters Score -1859064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -1859064.375000 Penalty: 969.735596
	Iteration 68Q: 3 clusters Score -1859064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -1859064.500000 Penalty: 969.735596
	Iteration 69Q: 3 clusters Score -1859064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -1859064.500000 Penalty: 969.735596
	Iteration 70F: 3 clusters Score -1859064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (298851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298851 members 
Entering Unmasked Estep 
Score: -13172157.000000 Penalty: 573.650391
	Iteration 0F: 2 clusters Score -1.317216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149626 members 
Mstep: Class 2 contains 149225 members 
Entering Unmasked Estep 
Score: -12968532.000000 Penalty: 1147.300781
	Iteration 0F: 3 clusters Score -1.296853e+07 nChanged 147744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -13057197.000000 Penalty: 1147.300781
	Iteration 1F: 3 clusters Score -1.30572e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -13058747.000000 Penalty: 1147.300781
	Iteration 2Q: 3 clusters Score -1.305875e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167887 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -13061207.000000 Penalty: 1147.300781
	Iteration 3Q: 3 clusters Score -1.306121e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177997 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -13065946.000000 Penalty: 1147.300781
	Iteration 4Q: 3 clusters Score -1.306595e+07 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193365 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -13075102.000000 Penalty: 1147.300781
	Iteration 5F: 3 clusters Score -1.30751e+07 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -13091413.000000 Penalty: 1147.300781
	Iteration 6F: 3 clusters Score -1.309141e+07 nChanged 26873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241835 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -13115481.000000 Penalty: 1147.300781
	Iteration 7F: 3 clusters Score -1.311548e+07 nChanged 26094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267929 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -13141416.000000 Penalty: 1147.300781
	Iteration 8F: 3 clusters Score -1.314142e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285824 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -13159759.000000 Penalty: 1147.300781
	Iteration 9F: 3 clusters Score -1.315976e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294285 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -13167996.000000 Penalty: 1147.300781
	Iteration 10Q: 3 clusters Score -1.3168e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297351 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13170593.000000 Penalty: 1147.300781
	Iteration 11Q: 3 clusters Score -1.317059e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298270 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13171306.000000 Penalty: 1147.300781
	Iteration 12Q: 3 clusters Score -1.317131e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298561 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13171475.000000 Penalty: 1147.300781
	Iteration 13Q: 3 clusters Score -1.317148e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298656 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13171563.000000 Penalty: 1147.300781
	Iteration 14Q: 3 clusters Score -1.317156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298695 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13171607.000000 Penalty: 1147.300781
	Iteration 15Q: 3 clusters Score -1.317161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298713 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13171623.000000 Penalty: 1147.300781
	Iteration 16Q: 3 clusters Score -1.317162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298726 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13171638.000000 Penalty: 1147.300781
	Iteration 17Q: 3 clusters Score -1.317164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298734 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13171642.000000 Penalty: 1147.300781
	Iteration 18Q: 3 clusters Score -1.317164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298737 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13171646.000000 Penalty: 1147.300781
	Iteration 19Q: 3 clusters Score -1.317165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298740 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13171648.000000 Penalty: 1147.300781
	Iteration 20F: 3 clusters Score -1.317165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298743 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13171650.000000 Penalty: 1147.300781
	Iteration 21Q: 3 clusters Score -1.317165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298745 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13171650.000000 Penalty: 1147.300781
	Iteration 22Q: 3 clusters Score -1.317165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298747 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13171650.000000 Penalty: 1147.300781
	Iteration 23Q: 3 clusters Score -1.317165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298747 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13171650.000000 Penalty: 1147.300781
	Iteration 24F: 3 clusters Score -1.317165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -515555.593750 Penalty: 426.539673
	Iteration 0F: 2 clusters Score -515555.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -507777.750000 Penalty: 853.079346
	Iteration 0F: 3 clusters Score -507777.8 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -510938.718750 Penalty: 853.079346
	Iteration 1F: 3 clusters Score -510938.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -511120.343750 Penalty: 853.079346
	Iteration 2Q: 3 clusters Score -511120.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -511378.687500 Penalty: 853.079346
	Iteration 3Q: 3 clusters Score -511378.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -511769.437500 Penalty: 853.079346
	Iteration 4F: 3 clusters Score -511769.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -512244.906250 Penalty: 853.079346
	Iteration 5F: 3 clusters Score -512244.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -512798.437500 Penalty: 853.079346
	Iteration 6F: 3 clusters Score -512798.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -513323.968750 Penalty: 853.079346
	Iteration 7F: 3 clusters Score -513324 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -513731.812500 Penalty: 853.079346
	Iteration 8Q: 3 clusters Score -513731.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -514061.937500 Penalty: 853.079346
	Iteration 9Q: 3 clusters Score -514061.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -514304.375000 Penalty: 853.079346
	Iteration 10Q: 3 clusters Score -514304.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -514510.843750 Penalty: 853.079346
	Iteration 11Q: 3 clusters Score -514510.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -514666.000000 Penalty: 853.079346
	Iteration 12Q: 3 clusters Score -514666 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -514793.750000 Penalty: 853.079346
	Iteration 13Q: 3 clusters Score -514793.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -514895.218750 Penalty: 853.079346
	Iteration 14Q: 3 clusters Score -514895.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -514969.187500 Penalty: 853.079346
	Iteration 15Q: 3 clusters Score -514969.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -515015.812500 Penalty: 853.079346
	Iteration 16Q: 3 clusters Score -515015.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -515063.156250 Penalty: 853.079346
	Iteration 17Q: 3 clusters Score -515063.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -515094.906250 Penalty: 853.079346
	Iteration 18Q: 3 clusters Score -515094.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -515123.250000 Penalty: 853.079346
	Iteration 19Q: 3 clusters Score -515123.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -515147.718750 Penalty: 853.079346
	Iteration 20F: 3 clusters Score -515147.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -515157.000000 Penalty: 853.079346
	Iteration 21Q: 3 clusters Score -515157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -515164.218750 Penalty: 853.079346
	Iteration 22Q: 3 clusters Score -515164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -515171.093750 Penalty: 853.079346
	Iteration 23Q: 3 clusters Score -515171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -515174.968750 Penalty: 853.079346
	Iteration 24Q: 3 clusters Score -515175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -515179.125000 Penalty: 853.079346
	Iteration 25Q: 3 clusters Score -515179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -515182.750000 Penalty: 853.079346
	Iteration 26Q: 3 clusters Score -515182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -515186.312500 Penalty: 853.079346
	Iteration 27Q: 3 clusters Score -515186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -515187.687500 Penalty: 853.079346
	Iteration 28Q: 3 clusters Score -515187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -515189.562500 Penalty: 853.079346
	Iteration 29Q: 3 clusters Score -515189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -515192.031250 Penalty: 853.079346
	Iteration 30Q: 3 clusters Score -515192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -515193.843750 Penalty: 853.079346
	Iteration 31Q: 3 clusters Score -515193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -515194.156250 Penalty: 853.079346
	Iteration 32Q: 3 clusters Score -515194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -515194.906250 Penalty: 853.079346
	Iteration 33Q: 3 clusters Score -515194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -515195.531250 Penalty: 853.079346
	Iteration 34Q: 3 clusters Score -515195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -515195.437500 Penalty: 853.079346
	Iteration 35Q: 3 clusters Score -515195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -515197.312500 Penalty: 853.079346
	Iteration 36Q: 3 clusters Score -515197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -515197.906250 Penalty: 853.079346
	Iteration 37Q: 3 clusters Score -515197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -515197.781250 Penalty: 853.079346
	Iteration 38Q: 3 clusters Score -515197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -515197.906250 Penalty: 853.079346
	Iteration 39Q: 3 clusters Score -515197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -515197.843750 Penalty: 853.079346
	Iteration 40F: 3 clusters Score -515197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -515198.187500 Penalty: 853.079346
	Iteration 41Q: 3 clusters Score -515198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -515198.187500 Penalty: 853.079346
	Iteration 42F: 3 clusters Score -515198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (296346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296346 members 
Entering Unmasked Estep 
Score: -13221730.000000 Penalty: 573.267395
	Iteration 0F: 2 clusters Score -1.322173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148021 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -13022081.000000 Penalty: 1146.534790
	Iteration 0F: 3 clusters Score -1.302208e+07 nChanged 146211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 172062 members 
Entering Unmasked Estep 
Score: -13120737.000000 Penalty: 1146.534790
	Iteration 1F: 3 clusters Score -1.312074e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 182672 members 
Entering Unmasked Estep 
Score: -13127858.000000 Penalty: 1146.534790
	Iteration 2F: 3 clusters Score -1.312786e+07 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 196189 members 
Entering Unmasked Estep 
Score: -13136910.000000 Penalty: 1146.534790
	Iteration 3F: 3 clusters Score -1.313691e+07 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 212761 members 
Entering Unmasked Estep 
Score: -13149120.000000 Penalty: 1146.534790
	Iteration 4F: 3 clusters Score -1.314912e+07 nChanged 20181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 231934 members 
Entering Unmasked Estep 
Score: -13164735.000000 Penalty: 1146.534790
	Iteration 5F: 3 clusters Score -1.316474e+07 nChanged 20114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 251832 members 
Entering Unmasked Estep 
Score: -13181779.000000 Penalty: 1146.534790
	Iteration 6F: 3 clusters Score -1.318178e+07 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 269680 members 
Entering Unmasked Estep 
Score: -13198607.000000 Penalty: 1146.534790
	Iteration 7F: 3 clusters Score -1.319861e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 282709 members 
Entering Unmasked Estep 
Score: -13210879.000000 Penalty: 1146.534790
	Iteration 8Q: 3 clusters Score -1.321088e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 290278 members 
Entering Unmasked Estep 
Score: -13217099.000000 Penalty: 1146.534790
	Iteration 9Q: 3 clusters Score -1.32171e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 293838 members 
Entering Unmasked Estep 
Score: -13219717.000000 Penalty: 1146.534790
	Iteration 10Q: 3 clusters Score -1.321972e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 295278 members 
Entering Unmasked Estep 
Score: -13220650.000000 Penalty: 1146.534790
	Iteration 11Q: 3 clusters Score -1.322065e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 295807 members 
Entering Unmasked Estep 
Score: -13220965.000000 Penalty: 1146.534790
	Iteration 12Q: 3 clusters Score -1.322096e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296010 members 
Entering Unmasked Estep 
Score: -13221103.000000 Penalty: 1146.534790
	Iteration 13Q: 3 clusters Score -1.32211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296093 members 
Entering Unmasked Estep 
Score: -13221189.000000 Penalty: 1146.534790
	Iteration 14Q: 3 clusters Score -1.322119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296122 members 
Entering Unmasked Estep 
Score: -13221220.000000 Penalty: 1146.534790
	Iteration 15Q: 3 clusters Score -1.322122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 296130 members 
Entering Unmasked Estep 
Score: -13221240.000000 Penalty: 1146.534790
	Iteration 16Q: 3 clusters Score -1.322124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296125 members 
Entering Unmasked Estep 
Score: -13221232.000000 Penalty: 1146.534790
	Iteration 17Q: 3 clusters Score -1.322123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296124 members 
Entering Unmasked Estep 
Score: -13221244.000000 Penalty: 1146.534790
	Iteration 18Q: 3 clusters Score -1.322124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296124 members 
Entering Unmasked Estep 
Score: -13221246.000000 Penalty: 1146.534790
	Iteration 19Q: 3 clusters Score -1.322125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296125 members 
Entering Unmasked Estep 
Score: -13221242.000000 Penalty: 1146.534790
	Iteration 20F: 3 clusters Score -1.322124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296125 members 
Entering Unmasked Estep 
Score: -13221248.000000 Penalty: 1146.534790
	Iteration 21Q: 3 clusters Score -1.322125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 296123 members 
Entering Unmasked Estep 
Score: -13221250.000000 Penalty: 1146.534790
	Iteration 22Q: 3 clusters Score -1.322125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296124 members 
Entering Unmasked Estep 
Score: -13221244.000000 Penalty: 1146.534790
	Iteration 23Q: 3 clusters Score -1.322124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296125 members 
Entering Unmasked Estep 
Score: -13221252.000000 Penalty: 1146.534790
	Iteration 24Q: 3 clusters Score -1.322125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 296126 members 
Entering Unmasked Estep 
Score: -13221256.000000 Penalty: 1146.534790
	Iteration 25Q: 3 clusters Score -1.322126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 296127 members 
Entering Unmasked Estep 
Score: -13221254.000000 Penalty: 1146.534790
	Iteration 26Q: 3 clusters Score -1.322125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296128 members 
Entering Unmasked Estep 
Score: -13221250.000000 Penalty: 1146.534790
	Iteration 27Q: 3 clusters Score -1.322125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 296129 members 
Entering Unmasked Estep 
Score: -13221261.000000 Penalty: 1146.534790
	Iteration 28Q: 3 clusters Score -1.322126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 296131 members 
Entering Unmasked Estep 
Score: -13221261.000000 Penalty: 1146.534790
	Iteration 29Q: 3 clusters Score -1.322126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 296132 members 
Entering Unmasked Estep 
Score: -13221266.000000 Penalty: 1146.534790
	Iteration 30Q: 3 clusters Score -1.322127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 296131 members 
Entering Unmasked Estep 
Score: -13221265.000000 Penalty: 1146.534790
	Iteration 31Q: 3 clusters Score -1.322126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 296130 members 
Entering Unmasked Estep 
Score: -13221265.000000 Penalty: 1146.534790
	Iteration 32Q: 3 clusters Score -1.322126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 296129 members 
Entering Unmasked Estep 
Score: -13221270.000000 Penalty: 1146.534790
	Iteration 33Q: 3 clusters Score -1.322127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296128 members 
Entering Unmasked Estep 
Score: -13221267.000000 Penalty: 1146.534790
	Iteration 34Q: 3 clusters Score -1.322127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296128 members 
Entering Unmasked Estep 
Score: -13221267.000000 Penalty: 1146.534790
	Iteration 35F: 3 clusters Score -1.322127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -42893.347656 Penalty: 321.173492
	Iteration 0F: 2 clusters Score -42893.35 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 576 members 
Entering Unmasked Estep 
Score: -41980.054688 Penalty: 642.346985
	Iteration 0F: 3 clusters Score -41980.05 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -42240.089844 Penalty: 642.346985
	Iteration 1F: 3 clusters Score -42240.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42291.617188 Penalty: 642.346985
	Iteration 2F: 3 clusters Score -42291.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -42321.796875 Penalty: 642.346985
	Iteration 3Q: 3 clusters Score -42321.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -42351.015625 Penalty: 642.346985
	Iteration 4Q: 3 clusters Score -42351.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42379.531250 Penalty: 642.346985
	Iteration 5Q: 3 clusters Score -42379.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42411.996094 Penalty: 642.346985
	Iteration 6Q: 3 clusters Score -42412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42449.320312 Penalty: 642.346985
	Iteration 7Q: 3 clusters Score -42449.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42472.253906 Penalty: 642.346985
	Iteration 8Q: 3 clusters Score -42472.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42508.000000 Penalty: 642.346985
	Iteration 9Q: 3 clusters Score -42508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42533.785156 Penalty: 642.346985
	Iteration 10Q: 3 clusters Score -42533.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42550.609375 Penalty: 642.346985
	Iteration 11Q: 3 clusters Score -42550.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -42568.871094 Penalty: 642.346985
	Iteration 12Q: 3 clusters Score -42568.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42575.824219 Penalty: 642.346985
	Iteration 13Q: 3 clusters Score -42575.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42582.628906 Penalty: 642.346985
	Iteration 14Q: 3 clusters Score -42582.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42585.707031 Penalty: 642.346985
	Iteration 15Q: 3 clusters Score -42585.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42588.183594 Penalty: 642.346985
	Iteration 16Q: 3 clusters Score -42588.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -42589.425781 Penalty: 642.346985
	Iteration 17Q: 3 clusters Score -42589.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42589.953125 Penalty: 642.346985
	Iteration 18Q: 3 clusters Score -42589.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42589.953125 Penalty: 642.346985
	Iteration 19F: 3 clusters Score -42589.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Entering Unmasked Estep 
Score: -731883.250000 Penalty: 443.441010
	Iteration 0F: 2 clusters Score -731883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -720428.875000 Penalty: 886.882019
	Iteration 0F: 3 clusters Score -720428.9 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -725398.187500 Penalty: 886.882019
	Iteration 1F: 3 clusters Score -725398.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -725961.437500 Penalty: 886.882019
	Iteration 2F: 3 clusters Score -725961.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -726918.562500 Penalty: 886.882019
	Iteration 3F: 3 clusters Score -726918.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -728137.500000 Penalty: 886.882019
	Iteration 4F: 3 clusters Score -728137.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -729140.312500 Penalty: 886.882019
	Iteration 5F: 3 clusters Score -729140.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -729724.812500 Penalty: 886.882019
	Iteration 6Q: 3 clusters Score -729724.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -730061.375000 Penalty: 886.882019
	Iteration 7Q: 3 clusters Score -730061.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -730261.875000 Penalty: 886.882019
	Iteration 8Q: 3 clusters Score -730261.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -730397.750000 Penalty: 886.882019
	Iteration 9Q: 3 clusters Score -730397.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -730515.375000 Penalty: 886.882019
	Iteration 10Q: 3 clusters Score -730515.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -730635.250000 Penalty: 886.882019
	Iteration 11Q: 3 clusters Score -730635.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -730743.375000 Penalty: 886.882019
	Iteration 12Q: 3 clusters Score -730743.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -730840.500000 Penalty: 886.882019
	Iteration 13Q: 3 clusters Score -730840.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -730918.562500 Penalty: 886.882019
	Iteration 14Q: 3 clusters Score -730918.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -730999.687500 Penalty: 886.882019
	Iteration 15Q: 3 clusters Score -730999.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -731065.437500 Penalty: 886.882019
	Iteration 16Q: 3 clusters Score -731065.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -731143.125000 Penalty: 886.882019
	Iteration 17Q: 3 clusters Score -731143.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -731207.687500 Penalty: 886.882019
	Iteration 18Q: 3 clusters Score -731207.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -731264.312500 Penalty: 886.882019
	Iteration 19Q: 3 clusters Score -731264.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -731318.750000 Penalty: 886.882019
	Iteration 20F: 3 clusters Score -731318.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -731368.312500 Penalty: 886.882019
	Iteration 21Q: 3 clusters Score -731368.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -731405.937500 Penalty: 886.882019
	Iteration 22Q: 3 clusters Score -731405.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -731445.937500 Penalty: 886.882019
	Iteration 23Q: 3 clusters Score -731445.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -731473.187500 Penalty: 886.882019
	Iteration 24Q: 3 clusters Score -731473.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -731491.687500 Penalty: 886.882019
	Iteration 25Q: 3 clusters Score -731491.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -731503.875000 Penalty: 886.882019
	Iteration 26Q: 3 clusters Score -731503.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -731513.875000 Penalty: 886.882019
	Iteration 27Q: 3 clusters Score -731513.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -731519.625000 Penalty: 886.882019
	Iteration 28Q: 3 clusters Score -731519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -731526.000000 Penalty: 886.882019
	Iteration 29Q: 3 clusters Score -731526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -731529.000000 Penalty: 886.882019
	Iteration 30Q: 3 clusters Score -731529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -731531.687500 Penalty: 886.882019
	Iteration 31Q: 3 clusters Score -731531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -731535.062500 Penalty: 886.882019
	Iteration 32Q: 3 clusters Score -731535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -731534.875000 Penalty: 886.882019
	Iteration 33Q: 3 clusters Score -731534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -731536.312500 Penalty: 886.882019
	Iteration 34Q: 3 clusters Score -731536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -731536.375000 Penalty: 886.882019
	Iteration 35Q: 3 clusters Score -731536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -731536.562500 Penalty: 886.882019
	Iteration 36Q: 3 clusters Score -731536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -731536.562500 Penalty: 886.882019
	Iteration 37F: 3 clusters Score -731536.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -1133.331055 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -1133.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1054.223267 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1054.223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1085.365601 Penalty: 335.688019
	Iteration 1F: 3 clusters Score -1085.366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -340614.062500 Penalty: 408.073608
	Iteration 0F: 2 clusters Score -340614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -335350.531250 Penalty: 816.147217
	Iteration 0F: 3 clusters Score -335350.5 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -337523.187500 Penalty: 816.147217
	Iteration 1F: 3 clusters Score -337523.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -337842.187500 Penalty: 816.147217
	Iteration 2F: 3 clusters Score -337842.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -338255.093750 Penalty: 816.147217
	Iteration 3F: 3 clusters Score -338255.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -338787.406250 Penalty: 816.147217
	Iteration 4F: 3 clusters Score -338787.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -339267.125000 Penalty: 816.147217
	Iteration 5F: 3 clusters Score -339267.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -339624.656250 Penalty: 816.147217
	Iteration 6F: 3 clusters Score -339624.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -339838.156250 Penalty: 816.147217
	Iteration 7Q: 3 clusters Score -339838.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -339955.750000 Penalty: 816.147217
	Iteration 8Q: 3 clusters Score -339955.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -340014.187500 Penalty: 816.147217
	Iteration 9Q: 3 clusters Score -340014.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -340048.468750 Penalty: 816.147217
	Iteration 10Q: 3 clusters Score -340048.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -340077.000000 Penalty: 816.147217
	Iteration 11Q: 3 clusters Score -340077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -340105.000000 Penalty: 816.147217
	Iteration 12Q: 3 clusters Score -340105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -340134.843750 Penalty: 816.147217
	Iteration 13Q: 3 clusters Score -340134.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -340171.656250 Penalty: 816.147217
	Iteration 14Q: 3 clusters Score -340171.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -340213.968750 Penalty: 816.147217
	Iteration 15Q: 3 clusters Score -340214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -340250.781250 Penalty: 816.147217
	Iteration 16Q: 3 clusters Score -340250.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -340282.125000 Penalty: 816.147217
	Iteration 17Q: 3 clusters Score -340282.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -340297.937500 Penalty: 816.147217
	Iteration 18Q: 3 clusters Score -340297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -340309.843750 Penalty: 816.147217
	Iteration 19Q: 3 clusters Score -340309.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -340322.437500 Penalty: 816.147217
	Iteration 20F: 3 clusters Score -340322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -340337.906250 Penalty: 816.147217
	Iteration 21Q: 3 clusters Score -340337.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -340346.062500 Penalty: 816.147217
	Iteration 22Q: 3 clusters Score -340346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -340353.625000 Penalty: 816.147217
	Iteration 23Q: 3 clusters Score -340353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -340364.906250 Penalty: 816.147217
	Iteration 24Q: 3 clusters Score -340364.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -340375.718750 Penalty: 816.147217
	Iteration 25Q: 3 clusters Score -340375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -340384.250000 Penalty: 816.147217
	Iteration 26Q: 3 clusters Score -340384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -340390.468750 Penalty: 816.147217
	Iteration 27Q: 3 clusters Score -340390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -340393.625000 Penalty: 816.147217
	Iteration 28Q: 3 clusters Score -340393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -340394.906250 Penalty: 816.147217
	Iteration 29Q: 3 clusters Score -340394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -340395.875000 Penalty: 816.147217
	Iteration 30Q: 3 clusters Score -340395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -340395.781250 Penalty: 816.147217
	Iteration 31Q: 3 clusters Score -340395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -340397.187500 Penalty: 816.147217
	Iteration 32Q: 3 clusters Score -340397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -340398.562500 Penalty: 816.147217
	Iteration 33Q: 3 clusters Score -340398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -340399.156250 Penalty: 816.147217
	Iteration 34Q: 3 clusters Score -340399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -340398.968750 Penalty: 816.147217
	Iteration 35Q: 3 clusters Score -340399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -340398.968750 Penalty: 816.147217
	Iteration 36F: 3 clusters Score -340399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Entering Unmasked Estep 
Score: -225612.203125 Penalty: 389.290558
	Iteration 0F: 2 clusters Score -225612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -222128.625000 Penalty: 778.581116
	Iteration 0F: 3 clusters Score -222128.6 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -223457.546875 Penalty: 778.581116
	Iteration 1F: 3 clusters Score -223457.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -223696.640625 Penalty: 778.581116
	Iteration 2F: 3 clusters Score -223696.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -223960.796875 Penalty: 778.581116
	Iteration 3F: 3 clusters Score -223960.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -224285.562500 Penalty: 778.581116
	Iteration 4F: 3 clusters Score -224285.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -224614.390625 Penalty: 778.581116
	Iteration 5F: 3 clusters Score -224614.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -224910.046875 Penalty: 778.581116
	Iteration 6F: 3 clusters Score -224910 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -225082.125000 Penalty: 778.581116
	Iteration 7Q: 3 clusters Score -225082.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -225166.203125 Penalty: 778.581116
	Iteration 8Q: 3 clusters Score -225166.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -225206.500000 Penalty: 778.581116
	Iteration 9Q: 3 clusters Score -225206.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -225225.640625 Penalty: 778.581116
	Iteration 10Q: 3 clusters Score -225225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -225239.921875 Penalty: 778.581116
	Iteration 11Q: 3 clusters Score -225239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -225252.656250 Penalty: 778.581116
	Iteration 12Q: 3 clusters Score -225252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -225261.625000 Penalty: 778.581116
	Iteration 13Q: 3 clusters Score -225261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -225267.812500 Penalty: 778.581116
	Iteration 14Q: 3 clusters Score -225267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -225268.890625 Penalty: 778.581116
	Iteration 15Q: 3 clusters Score -225268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -225268.890625 Penalty: 778.581116
	Iteration 16F: 3 clusters Score -225268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 99391 members 
Mstep: Class 3 contains 25543 members 
Mstep: Class 4 contains 102687 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 78002 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40128 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 42465 members 
Mstep: Class 13 contains 298851 members 
Mstep: Class 14 contains 11784 members 
Mstep: Class 15 contains 296346 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17085 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 5197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956420.000000 Penalty: 12671.912109
Iteration 399Q: 21 clusters Score -4.695642e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 99329 members 
Mstep: Class 3 contains 25549 members 
Mstep: Class 4 contains 102834 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77829 members 
Mstep: Class 7 contains 21508 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40125 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 42416 members 
Mstep: Class 13 contains 299034 members 
Mstep: Class 14 contains 11782 members 
Mstep: Class 15 contains 296324 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 5201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956596.000000 Penalty: 12671.912109
Iteration 400F: 21 clusters Score -4.69566e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 99253 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 103012 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77647 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40131 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 42361 members 
Mstep: Class 13 contains 299209 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 296312 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956708.000000 Penalty: 12671.912109
Iteration 401Q: 21 clusters Score -4.695671e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 99193 members 
Mstep: Class 3 contains 25560 members 
Mstep: Class 4 contains 103184 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77478 members 
Mstep: Class 7 contains 21490 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40143 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 299422 members 
Mstep: Class 14 contains 11776 members 
Mstep: Class 15 contains 296237 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956760.000000 Penalty: 12671.912109
Iteration 402Q: 21 clusters Score -4.695676e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 99131 members 
Mstep: Class 3 contains 25577 members 
Mstep: Class 4 contains 103365 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77301 members 
Mstep: Class 7 contains 21484 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40139 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 42243 members 
Mstep: Class 13 contains 299645 members 
Mstep: Class 14 contains 11782 members 
Mstep: Class 15 contains 296158 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 17087 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956836.000000 Penalty: 12671.912109
Iteration 403Q: 21 clusters Score -4.695684e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 99074 members 
Mstep: Class 3 contains 25584 members 
Mstep: Class 4 contains 103551 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77150 members 
Mstep: Class 7 contains 21481 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40135 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 42181 members 
Mstep: Class 13 contains 299819 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 296083 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 17092 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957040.000000 Penalty: 12671.912109
Iteration 404Q: 21 clusters Score -4.695704e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 99015 members 
Mstep: Class 3 contains 25596 members 
Mstep: Class 4 contains 103733 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 77009 members 
Mstep: Class 7 contains 21481 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40128 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 13 contains 300019 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 295981 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17090 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957056.000000 Penalty: 12671.912109
Iteration 405Q: 21 clusters Score -4.695706e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 98974 members 
Mstep: Class 3 contains 25606 members 
Mstep: Class 4 contains 103897 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76900 members 
Mstep: Class 7 contains 21479 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40125 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 42053 members 
Mstep: Class 13 contains 300146 members 
Mstep: Class 14 contains 11806 members 
Mstep: Class 15 contains 295900 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17097 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 5209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957032.000000 Penalty: 12671.912109
Iteration 406Q: 21 clusters Score -4.695703e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 98969 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 104043 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76819 members 
Mstep: Class 7 contains 21477 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40126 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41988 members 
Mstep: Class 13 contains 300190 members 
Mstep: Class 14 contains 11817 members 
Mstep: Class 15 contains 295867 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17102 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956876.000000 Penalty: 12671.912109
Iteration 407Q: 21 clusters Score -4.695688e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 98955 members 
Mstep: Class 3 contains 25620 members 
Mstep: Class 4 contains 104217 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76719 members 
Mstep: Class 7 contains 21476 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40127 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41935 members 
Mstep: Class 13 contains 300266 members 
Mstep: Class 14 contains 11829 members 
Mstep: Class 15 contains 295789 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17099 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956836.000000 Penalty: 12671.912109
Iteration 408Q: 21 clusters Score -4.695684e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 98946 members 
Mstep: Class 3 contains 25628 members 
Mstep: Class 4 contains 104388 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76609 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40124 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41883 members 
Mstep: Class 13 contains 300346 members 
Mstep: Class 14 contains 11841 members 
Mstep: Class 15 contains 295719 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17097 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956876.000000 Penalty: 12671.912109
Iteration 409Q: 21 clusters Score -4.695688e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 98935 members 
Mstep: Class 3 contains 25631 members 
Mstep: Class 4 contains 104566 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76509 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40128 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41846 members 
Mstep: Class 13 contains 300395 members 
Mstep: Class 14 contains 11851 members 
Mstep: Class 15 contains 295647 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17094 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 5216 members 
Entering Unmasked Estep 
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Iteration 410Q: 21 clusters Score -4.695698e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 98932 members 
Mstep: Class 3 contains 25642 members 
Mstep: Class 4 contains 104742 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76389 members 
Mstep: Class 7 contains 21470 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40126 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 41815 members 
Mstep: Class 13 contains 300475 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 295554 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17092 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7878 members 
Mstep: Class 20 contains 5217 members 
Entering Unmasked Estep 
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Iteration 411Q: 21 clusters Score -4.695699e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 98927 members 
Mstep: Class 3 contains 25650 members 
Mstep: Class 4 contains 104967 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76283 members 
Mstep: Class 7 contains 21467 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40125 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 41789 members 
Mstep: Class 13 contains 300538 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 295409 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17087 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 20 contains 5219 members 
Entering Unmasked Estep 
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Iteration 412Q: 21 clusters Score -4.695702e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 25659 members 
Mstep: Class 4 contains 105225 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76183 members 
Mstep: Class 7 contains 21461 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40130 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 41775 members 
Mstep: Class 13 contains 300556 members 
Mstep: Class 14 contains 11863 members 
Mstep: Class 15 contains 295280 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7887 members 
Mstep: Class 20 contains 5225 members 
Entering Unmasked Estep 
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Iteration 413Q: 21 clusters Score -4.695706e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 98894 members 
Mstep: Class 3 contains 25671 members 
Mstep: Class 4 contains 105534 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 76079 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40132 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41769 members 
Mstep: Class 13 contains 300551 members 
Mstep: Class 14 contains 11859 members 
Mstep: Class 15 contains 295120 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 20 contains 5232 members 
Entering Unmasked Estep 
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Iteration 414Q: 21 clusters Score -4.69571e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 98890 members 
Mstep: Class 3 contains 25675 members 
Mstep: Class 4 contains 105828 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75976 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40133 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41761 members 
Mstep: Class 13 contains 300542 members 
Mstep: Class 14 contains 11851 members 
Mstep: Class 15 contains 294981 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 5239 members 
Entering Unmasked Estep 
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Iteration 415Q: 21 clusters Score -4.69572e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 98890 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 106133 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75882 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40128 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41749 members 
Mstep: Class 13 contains 300480 members 
Mstep: Class 14 contains 11839 members 
Mstep: Class 15 contains 294889 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17074 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 5246 members 
Entering Unmasked Estep 
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Iteration 416Q: 21 clusters Score -4.695728e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 98896 members 
Mstep: Class 3 contains 25696 members 
Mstep: Class 4 contains 106407 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75801 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40132 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41722 members 
Mstep: Class 13 contains 300403 members 
Mstep: Class 14 contains 11829 members 
Mstep: Class 15 contains 294830 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17065 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 5255 members 
Entering Unmasked Estep 
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Iteration 417Q: 21 clusters Score -4.69574e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 98895 members 
Mstep: Class 3 contains 25696 members 
Mstep: Class 4 contains 106674 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75708 members 
Mstep: Class 7 contains 21449 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40135 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41713 members 
Mstep: Class 13 contains 300319 members 
Mstep: Class 14 contains 11818 members 
Mstep: Class 15 contains 294799 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 5260 members 
Entering Unmasked Estep 
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Iteration 418Q: 21 clusters Score -4.695735e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 98867 members 
Mstep: Class 3 contains 25705 members 
Mstep: Class 4 contains 106971 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75613 members 
Mstep: Class 7 contains 21448 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41705 members 
Mstep: Class 13 contains 300219 members 
Mstep: Class 14 contains 11812 members 
Mstep: Class 15 contains 294767 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 20 contains 5263 members 
Entering Unmasked Estep 
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Iteration 419Q: 21 clusters Score -4.695734e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 98844 members 
Mstep: Class 3 contains 25713 members 
Mstep: Class 4 contains 107306 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75504 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 41711 members 
Mstep: Class 13 contains 300100 members 
Mstep: Class 14 contains 11807 members 
Mstep: Class 15 contains 294717 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17041 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
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Iteration 420F: 21 clusters Score -4.695737e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 98834 members 
Mstep: Class 3 contains 25728 members 
Mstep: Class 4 contains 107627 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75405 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40134 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41707 members 
Mstep: Class 13 contains 300019 members 
Mstep: Class 14 contains 11804 members 
Mstep: Class 15 contains 294625 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17037 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 5269 members 
Entering Unmasked Estep 
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Iteration 421Q: 21 clusters Score -4.695753e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 98846 members 
Mstep: Class 3 contains 25746 members 
Mstep: Class 4 contains 107908 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75311 members 
Mstep: Class 7 contains 21445 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40134 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41698 members 
Mstep: Class 13 contains 299924 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 294588 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17031 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 5272 members 
Entering Unmasked Estep 
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Iteration 422Q: 21 clusters Score -4.695748e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 98851 members 
Mstep: Class 3 contains 25766 members 
Mstep: Class 4 contains 108153 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75232 members 
Mstep: Class 7 contains 21441 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40139 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 41680 members 
Mstep: Class 13 contains 299807 members 
Mstep: Class 14 contains 11804 members 
Mstep: Class 15 contains 294583 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 17023 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7906 members 
Mstep: Class 20 contains 5273 members 
Entering Unmasked Estep 
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Iteration 423Q: 21 clusters Score -4.69575e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 98847 members 
Mstep: Class 3 contains 25780 members 
Mstep: Class 4 contains 108372 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75163 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 41656 members 
Mstep: Class 13 contains 299631 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 294645 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 17018 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 20 contains 5272 members 
Entering Unmasked Estep 
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Iteration 424Q: 21 clusters Score -4.69575e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 98841 members 
Mstep: Class 3 contains 25793 members 
Mstep: Class 4 contains 108630 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75104 members 
Mstep: Class 7 contains 21429 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40156 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 41628 members 
Mstep: Class 13 contains 299448 members 
Mstep: Class 14 contains 11800 members 
Mstep: Class 15 contains 294672 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 17016 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 5271 members 
Entering Unmasked Estep 
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Iteration 425Q: 21 clusters Score -4.695746e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 98838 members 
Mstep: Class 3 contains 25803 members 
Mstep: Class 4 contains 108842 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 75037 members 
Mstep: Class 7 contains 21426 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40160 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 41607 members 
Mstep: Class 13 contains 299271 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 294715 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 17009 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7927 members 
Mstep: Class 20 contains 5273 members 
Entering Unmasked Estep 
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Iteration 426Q: 21 clusters Score -4.69573e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 98843 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 109056 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74968 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40160 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 41586 members 
Mstep: Class 13 contains 299091 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 294781 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16997 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 5274 members 
Entering Unmasked Estep 
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Iteration 427Q: 21 clusters Score -4.69573e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 98847 members 
Mstep: Class 3 contains 25827 members 
Mstep: Class 4 contains 109232 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74894 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 40166 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 41572 members 
Mstep: Class 13 contains 298865 members 
Mstep: Class 14 contains 11791 members 
Mstep: Class 15 contains 294915 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16989 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 5274 members 
Entering Unmasked Estep 
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Iteration 428Q: 21 clusters Score -4.695734e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 98838 members 
Mstep: Class 3 contains 25837 members 
Mstep: Class 4 contains 109368 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74811 members 
Mstep: Class 7 contains 21415 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40167 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41566 members 
Mstep: Class 13 contains 298650 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 295079 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16986 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 5276 members 
Entering Unmasked Estep 
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Iteration 429Q: 21 clusters Score -4.695738e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 98835 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 109509 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74745 members 
Mstep: Class 7 contains 21413 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40169 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41552 members 
Mstep: Class 13 contains 298462 members 
Mstep: Class 14 contains 11792 members 
Mstep: Class 15 contains 295203 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16983 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 5277 members 
Entering Unmasked Estep 
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Iteration 430Q: 21 clusters Score -4.695724e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 98839 members 
Mstep: Class 3 contains 25848 members 
Mstep: Class 4 contains 109651 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74675 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40169 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41538 members 
Mstep: Class 13 contains 298261 members 
Mstep: Class 14 contains 11805 members 
Mstep: Class 15 contains 295338 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16983 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 5275 members 
Entering Unmasked Estep 
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Iteration 431Q: 21 clusters Score -4.695719e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 98843 members 
Mstep: Class 3 contains 25855 members 
Mstep: Class 4 contains 109809 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74616 members 
Mstep: Class 7 contains 21407 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40166 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41519 members 
Mstep: Class 13 contains 298053 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 15 contains 295447 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16981 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 5274 members 
Entering Unmasked Estep 
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Iteration 432Q: 21 clusters Score -4.695716e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 98841 members 
Mstep: Class 3 contains 25858 members 
Mstep: Class 4 contains 109973 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74557 members 
Mstep: Class 7 contains 21406 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40174 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 41498 members 
Mstep: Class 13 contains 297872 members 
Mstep: Class 14 contains 11834 members 
Mstep: Class 15 contains 295526 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 20 contains 5272 members 
Entering Unmasked Estep 
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Iteration 433Q: 21 clusters Score -4.695725e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 98853 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 110147 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74485 members 
Mstep: Class 7 contains 21406 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40175 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41484 members 
Mstep: Class 13 contains 297708 members 
Mstep: Class 14 contains 11846 members 
Mstep: Class 15 contains 295595 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16967 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7930 members 
Mstep: Class 20 contains 5268 members 
Entering Unmasked Estep 
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Iteration 434Q: 21 clusters Score -4.695723e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 98854 members 
Mstep: Class 3 contains 25871 members 
Mstep: Class 4 contains 110324 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74402 members 
Mstep: Class 7 contains 21408 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40178 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41471 members 
Mstep: Class 13 contains 297591 members 
Mstep: Class 14 contains 11847 members 
Mstep: Class 15 contains 295638 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16963 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 5269 members 
Entering Unmasked Estep 
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Iteration 435Q: 21 clusters Score -4.695715e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 98874 members 
Mstep: Class 3 contains 25875 members 
Mstep: Class 4 contains 110484 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74300 members 
Mstep: Class 7 contains 21410 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40174 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41459 members 
Mstep: Class 13 contains 297481 members 
Mstep: Class 14 contains 11854 members 
Mstep: Class 15 contains 295699 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16952 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 5265 members 
Entering Unmasked Estep 
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Iteration 436Q: 21 clusters Score -4.695706e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 98893 members 
Mstep: Class 3 contains 25877 members 
Mstep: Class 4 contains 110620 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74198 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40169 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41447 members 
Mstep: Class 13 contains 297354 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 295801 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16940 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957088.000000 Penalty: 12671.912109
Iteration 437Q: 21 clusters Score -4.695709e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 98900 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 110770 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 74091 members 
Mstep: Class 7 contains 21409 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40167 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41432 members 
Mstep: Class 13 contains 297237 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 295889 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16933 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957036.000000 Penalty: 12671.912109
Iteration 438Q: 21 clusters Score -4.695704e+07 nChanged 694
Entering ConstructFrom: 
Score: -46957036.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (60052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Entering Unmasked Estep 
Score: -2661170.750000 Penalty: 500.634949
	Iteration 0F: 2 clusters Score -2661171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -2620877.500000 Penalty: 1001.269897
	Iteration 0F: 3 clusters Score -2620878 nChanged 29062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2639273.250000 Penalty: 1001.269897
	Iteration 1F: 3 clusters Score -2639273 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2641856.250000 Penalty: 1001.269897
	Iteration 2F: 3 clusters Score -2641856 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2646592.500000 Penalty: 1001.269897
	Iteration 3F: 3 clusters Score -2646592 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2653085.500000 Penalty: 1001.269897
	Iteration 4F: 3 clusters Score -2653086 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2658186.250000 Penalty: 1001.269897
	Iteration 5F: 3 clusters Score -2658186 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2660222.000000 Penalty: 1001.269897
	Iteration 6Q: 3 clusters Score -2660222 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2660606.250000 Penalty: 1001.269897
	Iteration 7Q: 3 clusters Score -2660606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2660676.250000 Penalty: 1001.269897
	Iteration 8Q: 3 clusters Score -2660676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2660697.750000 Penalty: 1001.269897
	Iteration 9Q: 3 clusters Score -2660698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2660720.000000 Penalty: 1001.269897
	Iteration 10Q: 3 clusters Score -2660720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2660745.500000 Penalty: 1001.269897
	Iteration 11Q: 3 clusters Score -2660746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2660746.500000 Penalty: 1001.269897
	Iteration 12Q: 3 clusters Score -2660746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2660746.500000 Penalty: 1001.269897
	Iteration 13F: 3 clusters Score -2660746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (98910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Entering Unmasked Estep 
Score: -4416976.000000 Penalty: 523.339417
	Iteration 0F: 2 clusters Score -4416976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -4350349.500000 Penalty: 1046.678833
	Iteration 0F: 3 clusters Score -4350350 nChanged 48258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -4380799.500000 Penalty: 1046.678833
	Iteration 1F: 3 clusters Score -4380800 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -4383000.500000 Penalty: 1046.678833
	Iteration 2Q: 3 clusters Score -4383000 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -4386411.000000 Penalty: 1046.678833
	Iteration 3F: 3 clusters Score -4386411 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -4390961.000000 Penalty: 1046.678833
	Iteration 4F: 3 clusters Score -4390961 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -4395673.000000 Penalty: 1046.678833
	Iteration 5F: 3 clusters Score -4395673 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -4398364.500000 Penalty: 1046.678833
	Iteration 6F: 3 clusters Score -4398364 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -4399311.500000 Penalty: 1046.678833
	Iteration 7Q: 3 clusters Score -4399312 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -4399658.500000 Penalty: 1046.678833
	Iteration 8Q: 3 clusters Score -4399658 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -4399894.000000 Penalty: 1046.678833
	Iteration 9Q: 3 clusters Score -4399894 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -4400180.000000 Penalty: 1046.678833
	Iteration 10Q: 3 clusters Score -4400180 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -4400499.000000 Penalty: 1046.678833
	Iteration 11Q: 3 clusters Score -4400499 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -4400859.500000 Penalty: 1046.678833
	Iteration 12Q: 3 clusters Score -4400860 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -4401299.000000 Penalty: 1046.678833
	Iteration 13Q: 3 clusters Score -4401299 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -4401814.000000 Penalty: 1046.678833
	Iteration 14Q: 3 clusters Score -4401814 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -4402466.000000 Penalty: 1046.678833
	Iteration 15Q: 3 clusters Score -4402466 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -4403137.500000 Penalty: 1046.678833
	Iteration 16Q: 3 clusters Score -4403138 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -4403841.500000 Penalty: 1046.678833
	Iteration 17Q: 3 clusters Score -4403842 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -4404631.500000 Penalty: 1046.678833
	Iteration 18Q: 3 clusters Score -4404632 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -4405561.500000 Penalty: 1046.678833
	Iteration 19Q: 3 clusters Score -4405562 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -4406604.500000 Penalty: 1046.678833
	Iteration 20F: 3 clusters Score -4406604 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -4407737.000000 Penalty: 1046.678833
	Iteration 21Q: 3 clusters Score -4407737 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -4408864.000000 Penalty: 1046.678833
	Iteration 22Q: 3 clusters Score -4408864 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -4409987.000000 Penalty: 1046.678833
	Iteration 23Q: 3 clusters Score -4409987 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -4411183.500000 Penalty: 1046.678833
	Iteration 24Q: 3 clusters Score -4411184 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -4412294.000000 Penalty: 1046.678833
	Iteration 25Q: 3 clusters Score -4412294 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -4413229.500000 Penalty: 1046.678833
	Iteration 26Q: 3 clusters Score -4413230 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -4414029.500000 Penalty: 1046.678833
	Iteration 27Q: 3 clusters Score -4414030 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -4414640.500000 Penalty: 1046.678833
	Iteration 28Q: 3 clusters Score -4414640 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -4415134.000000 Penalty: 1046.678833
	Iteration 29Q: 3 clusters Score -4415134 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -4415519.000000 Penalty: 1046.678833
	Iteration 30Q: 3 clusters Score -4415519 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -4415790.500000 Penalty: 1046.678833
	Iteration 31Q: 3 clusters Score -4415790 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -4415986.500000 Penalty: 1046.678833
	Iteration 32Q: 3 clusters Score -4415986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -4416113.500000 Penalty: 1046.678833
	Iteration 33Q: 3 clusters Score -4416114 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -4416224.500000 Penalty: 1046.678833
	Iteration 34Q: 3 clusters Score -4416224 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -4416289.500000 Penalty: 1046.678833
	Iteration 35Q: 3 clusters Score -4416290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -4416356.500000 Penalty: 1046.678833
	Iteration 36Q: 3 clusters Score -4416356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -4416400.500000 Penalty: 1046.678833
	Iteration 37Q: 3 clusters Score -4416400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -4416434.500000 Penalty: 1046.678833
	Iteration 38Q: 3 clusters Score -4416434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -4416468.500000 Penalty: 1046.678833
	Iteration 39Q: 3 clusters Score -4416468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -4416489.500000 Penalty: 1046.678833
	Iteration 40F: 3 clusters Score -4416490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -4416498.000000 Penalty: 1046.678833
	Iteration 41Q: 3 clusters Score -4416498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -4416509.000000 Penalty: 1046.678833
	Iteration 42Q: 3 clusters Score -4416509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -4416515.000000 Penalty: 1046.678833
	Iteration 43Q: 3 clusters Score -4416515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -4416522.000000 Penalty: 1046.678833
	Iteration 44Q: 3 clusters Score -4416522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -4416530.500000 Penalty: 1046.678833
	Iteration 45Q: 3 clusters Score -4416530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -4416537.500000 Penalty: 1046.678833
	Iteration 46Q: 3 clusters Score -4416538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -4416543.500000 Penalty: 1046.678833
	Iteration 47Q: 3 clusters Score -4416544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -4416549.500000 Penalty: 1046.678833
	Iteration 48Q: 3 clusters Score -4416550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -4416551.500000 Penalty: 1046.678833
	Iteration 49Q: 3 clusters Score -4416552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -4416553.000000 Penalty: 1046.678833
	Iteration 50Q: 3 clusters Score -4416553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 98651 members 
Entering Unmasked Estep 
Score: -4416554.000000 Penalty: 1046.678833
	Iteration 51Q: 3 clusters Score -4416554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -4416559.500000 Penalty: 1046.678833
	Iteration 52Q: 3 clusters Score -4416560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -4416560.500000 Penalty: 1046.678833
	Iteration 53Q: 3 clusters Score -4416560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -4416565.000000 Penalty: 1046.678833
	Iteration 54Q: 3 clusters Score -4416565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -4416565.000000 Penalty: 1046.678833
	Iteration 55F: 3 clusters Score -4416565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Entering Unmasked Estep 
Score: -1142256.875000 Penalty: 462.353363
	Iteration 0F: 2 clusters Score -1142257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1124896.375000 Penalty: 924.706726
	Iteration 0F: 3 clusters Score -1124896 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1132436.375000 Penalty: 924.706726
	Iteration 1F: 3 clusters Score -1132436 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1133061.875000 Penalty: 924.706726
	Iteration 2F: 3 clusters Score -1133062 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1134146.750000 Penalty: 924.706726
	Iteration 3F: 3 clusters Score -1134147 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1135722.125000 Penalty: 924.706726
	Iteration 4F: 3 clusters Score -1135722 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1137496.000000 Penalty: 924.706726
	Iteration 5F: 3 clusters Score -1137496 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1139053.000000 Penalty: 924.706726
	Iteration 6F: 3 clusters Score -1139053 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -1140130.750000 Penalty: 924.706726
	Iteration 7Q: 3 clusters Score -1140131 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -1140768.250000 Penalty: 924.706726
	Iteration 8Q: 3 clusters Score -1140768 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -1141197.750000 Penalty: 924.706726
	Iteration 9Q: 3 clusters Score -1141198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -1141436.250000 Penalty: 924.706726
	Iteration 10Q: 3 clusters Score -1141436 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1141587.625000 Penalty: 924.706726
	Iteration 11Q: 3 clusters Score -1141588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -1141701.250000 Penalty: 924.706726
	Iteration 12Q: 3 clusters Score -1141701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -1141774.000000 Penalty: 924.706726
	Iteration 13Q: 3 clusters Score -1141774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -1141810.500000 Penalty: 924.706726
	Iteration 14Q: 3 clusters Score -1141810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -1141832.125000 Penalty: 924.706726
	Iteration 15Q: 3 clusters Score -1141832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -1141852.625000 Penalty: 924.706726
	Iteration 16Q: 3 clusters Score -1141853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1141855.000000 Penalty: 924.706726
	Iteration 17Q: 3 clusters Score -1141855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -1141855.500000 Penalty: 924.706726
	Iteration 18Q: 3 clusters Score -1141856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -1141858.375000 Penalty: 924.706726
	Iteration 19Q: 3 clusters Score -1141858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1141872.000000 Penalty: 924.706726
	Iteration 20F: 3 clusters Score -1141872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -1141875.875000 Penalty: 924.706726
	Iteration 21Q: 3 clusters Score -1141876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -1141880.875000 Penalty: 924.706726
	Iteration 22Q: 3 clusters Score -1141881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -1141884.875000 Penalty: 924.706726
	Iteration 23Q: 3 clusters Score -1141885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -1141887.500000 Penalty: 924.706726
	Iteration 24Q: 3 clusters Score -1141888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -1141891.125000 Penalty: 924.706726
	Iteration 25Q: 3 clusters Score -1141891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -1141898.500000 Penalty: 924.706726
	Iteration 26Q: 3 clusters Score -1141898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1141899.750000 Penalty: 924.706726
	Iteration 27Q: 3 clusters Score -1141900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1141899.750000 Penalty: 924.706726
	Iteration 28F: 3 clusters Score -1141900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Entering Unmasked Estep 
Score: -5008428.500000 Penalty: 528.546692
	Iteration 0F: 2 clusters Score -5008428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -4933366.000000 Penalty: 1057.093384
	Iteration 0F: 3 clusters Score -4933366 nChanged 54202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -4965974.500000 Penalty: 1057.093384
	Iteration 1F: 3 clusters Score -4965974 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -4966921.500000 Penalty: 1057.093384
	Iteration 2Q: 3 clusters Score -4966922 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -4968187.000000 Penalty: 1057.093384
	Iteration 3Q: 3 clusters Score -4968187 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -4969732.000000 Penalty: 1057.093384
	Iteration 4Q: 3 clusters Score -4969732 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -4971941.500000 Penalty: 1057.093384
	Iteration 5Q: 3 clusters Score -4971942 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -4975299.000000 Penalty: 1057.093384
	Iteration 6F: 3 clusters Score -4975299 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -4979827.000000 Penalty: 1057.093384
	Iteration 7F: 3 clusters Score -4979827 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -4984886.000000 Penalty: 1057.093384
	Iteration 8F: 3 clusters Score -4984886 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -4988468.000000 Penalty: 1057.093384
	Iteration 9F: 3 clusters Score -4988468 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -4990424.000000 Penalty: 1057.093384
	Iteration 10Q: 3 clusters Score -4990424 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -4991983.000000 Penalty: 1057.093384
	Iteration 11Q: 3 clusters Score -4991983 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -4993790.000000 Penalty: 1057.093384
	Iteration 12Q: 3 clusters Score -4993790 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -4996253.000000 Penalty: 1057.093384
	Iteration 13Q: 3 clusters Score -4996253 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -4999069.500000 Penalty: 1057.093384
	Iteration 14Q: 3 clusters Score -4999070 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -5001813.500000 Penalty: 1057.093384
	Iteration 15Q: 3 clusters Score -5001814 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -5004064.000000 Penalty: 1057.093384
	Iteration 16Q: 3 clusters Score -5004064 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -5005497.000000 Penalty: 1057.093384
	Iteration 17Q: 3 clusters Score -5005497 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -5006307.000000 Penalty: 1057.093384
	Iteration 18Q: 3 clusters Score -5006307 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -5006762.000000 Penalty: 1057.093384
	Iteration 19Q: 3 clusters Score -5006762 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -5007058.000000 Penalty: 1057.093384
	Iteration 20F: 3 clusters Score -5007058 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -5007155.000000 Penalty: 1057.093384
	Iteration 21Q: 3 clusters Score -5007155 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -5007247.000000 Penalty: 1057.093384
	Iteration 22Q: 3 clusters Score -5007247 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -5007308.000000 Penalty: 1057.093384
	Iteration 23Q: 3 clusters Score -5007308 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -5007337.500000 Penalty: 1057.093384
	Iteration 24Q: 3 clusters Score -5007338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -5007324.000000 Penalty: 1057.093384
	Iteration 25Q: 3 clusters Score -5007324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -5007324.000000 Penalty: 1057.093384
	Iteration 26Q: 3 clusters Score -5007324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -5007339.500000 Penalty: 1057.093384
	Iteration 27Q: 3 clusters Score -5007340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -5007326.000000 Penalty: 1057.093384
	Iteration 28Q: 3 clusters Score -5007326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -5007331.500000 Penalty: 1057.093384
	Iteration 29Q: 3 clusters Score -5007332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -5007329.500000 Penalty: 1057.093384
	Iteration 30Q: 3 clusters Score -5007330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -5007322.500000 Penalty: 1057.093384
	Iteration 31Q: 3 clusters Score -5007322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -5007327.000000 Penalty: 1057.093384
	Iteration 32Q: 3 clusters Score -5007327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -5007325.000000 Penalty: 1057.093384
	Iteration 33Q: 3 clusters Score -5007325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -5007323.500000 Penalty: 1057.093384
	Iteration 34Q: 3 clusters Score -5007324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -5007319.000000 Penalty: 1057.093384
	Iteration 35Q: 3 clusters Score -5007319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -5007320.000000 Penalty: 1057.093384
	Iteration 36Q: 3 clusters Score -5007320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -5007320.500000 Penalty: 1057.093384
	Iteration 37Q: 3 clusters Score -5007320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -5007316.000000 Penalty: 1057.093384
	Iteration 38Q: 3 clusters Score -5007316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -5007315.500000 Penalty: 1057.093384
	Iteration 39Q: 3 clusters Score -5007316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -5007316.500000 Penalty: 1057.093384
	Iteration 40F: 3 clusters Score -5007316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -5007314.000000 Penalty: 1057.093384
	Iteration 41Q: 3 clusters Score -5007314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -5007314.000000 Penalty: 1057.093384
	Iteration 42F: 3 clusters Score -5007314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -4465.081055 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4465.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4242.525879 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -4242.526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4282.588379 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4282.588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4291.396484 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -4291.396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4299.020508 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -4299.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4302.202148 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4302.202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4303.603516 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -4303.604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4303.603516 Penalty: 437.908783
	Iteration 6F: 3 clusters Score -4303.604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Entering Unmasked Estep 
Score: -3273234.000000 Penalty: 510.114441
	Iteration 0F: 2 clusters Score -3273234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -3223312.000000 Penalty: 1020.228882
	Iteration 0F: 3 clusters Score -3223312 nChanged 36022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -3244966.000000 Penalty: 1020.228882
	Iteration 1F: 3 clusters Score -3244966 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -3246128.500000 Penalty: 1020.228882
	Iteration 2Q: 3 clusters Score -3246128 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -3247890.000000 Penalty: 1020.228882
	Iteration 3F: 3 clusters Score -3247890 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -3250544.250000 Penalty: 1020.228882
	Iteration 4F: 3 clusters Score -3250544 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -3254289.000000 Penalty: 1020.228882
	Iteration 5F: 3 clusters Score -3254289 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -3258548.000000 Penalty: 1020.228882
	Iteration 6F: 3 clusters Score -3258548 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -3262146.250000 Penalty: 1020.228882
	Iteration 7F: 3 clusters Score -3262146 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -3264278.750000 Penalty: 1020.228882
	Iteration 8Q: 3 clusters Score -3264279 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -3265546.000000 Penalty: 1020.228882
	Iteration 9Q: 3 clusters Score -3265546 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -3266615.250000 Penalty: 1020.228882
	Iteration 10Q: 3 clusters Score -3266615 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -3267681.750000 Penalty: 1020.228882
	Iteration 11Q: 3 clusters Score -3267682 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -3268705.500000 Penalty: 1020.228882
	Iteration 12Q: 3 clusters Score -3268706 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -3269682.750000 Penalty: 1020.228882
	Iteration 13Q: 3 clusters Score -3269683 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -3270487.000000 Penalty: 1020.228882
	Iteration 14Q: 3 clusters Score -3270487 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -3271079.000000 Penalty: 1020.228882
	Iteration 15Q: 3 clusters Score -3271079 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -3271534.500000 Penalty: 1020.228882
	Iteration 16Q: 3 clusters Score -3271534 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -3271899.750000 Penalty: 1020.228882
	Iteration 17Q: 3 clusters Score -3271900 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -3272164.750000 Penalty: 1020.228882
	Iteration 18Q: 3 clusters Score -3272165 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -3272361.500000 Penalty: 1020.228882
	Iteration 19Q: 3 clusters Score -3272362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -3272524.500000 Penalty: 1020.228882
	Iteration 20F: 3 clusters Score -3272524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -3272618.000000 Penalty: 1020.228882
	Iteration 21Q: 3 clusters Score -3272618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -3272697.250000 Penalty: 1020.228882
	Iteration 22Q: 3 clusters Score -3272697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -3272739.500000 Penalty: 1020.228882
	Iteration 23Q: 3 clusters Score -3272740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -3272768.500000 Penalty: 1020.228882
	Iteration 24Q: 3 clusters Score -3272768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -3272775.500000 Penalty: 1020.228882
	Iteration 25Q: 3 clusters Score -3272776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -3272783.250000 Penalty: 1020.228882
	Iteration 26Q: 3 clusters Score -3272783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -3272789.000000 Penalty: 1020.228882
	Iteration 27Q: 3 clusters Score -3272789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -3272789.000000 Penalty: 1020.228882
	Iteration 28Q: 3 clusters Score -3272789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -3272790.250000 Penalty: 1020.228882
	Iteration 29Q: 3 clusters Score -3272790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -3272793.500000 Penalty: 1020.228882
	Iteration 30Q: 3 clusters Score -3272794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -3272795.250000 Penalty: 1020.228882
	Iteration 31Q: 3 clusters Score -3272795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -3272796.000000 Penalty: 1020.228882
	Iteration 32Q: 3 clusters Score -3272796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -3272796.000000 Penalty: 1020.228882
	Iteration 33F: 3 clusters Score -3272796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Entering Unmasked Estep 
Score: -924782.937500 Penalty: 453.708374
	Iteration 0F: 2 clusters Score -924782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -910379.687500 Penalty: 907.416748
	Iteration 0F: 3 clusters Score -910379.7 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -916734.687500 Penalty: 907.416748
	Iteration 1F: 3 clusters Score -916734.7 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -917671.500000 Penalty: 907.416748
	Iteration 2F: 3 clusters Score -917671.5 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -919006.562500 Penalty: 907.416748
	Iteration 3F: 3 clusters Score -919006.6 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -920471.187500 Penalty: 907.416748
	Iteration 4F: 3 clusters Score -920471.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -921780.187500 Penalty: 907.416748
	Iteration 5F: 3 clusters Score -921780.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -922576.625000 Penalty: 907.416748
	Iteration 6Q: 3 clusters Score -922576.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -922985.437500 Penalty: 907.416748
	Iteration 7Q: 3 clusters Score -922985.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -923199.437500 Penalty: 907.416748
	Iteration 8Q: 3 clusters Score -923199.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -923352.500000 Penalty: 907.416748
	Iteration 9Q: 3 clusters Score -923352.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -923495.562500 Penalty: 907.416748
	Iteration 10Q: 3 clusters Score -923495.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -923639.875000 Penalty: 907.416748
	Iteration 11Q: 3 clusters Score -923639.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -923749.875000 Penalty: 907.416748
	Iteration 12Q: 3 clusters Score -923749.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -923839.750000 Penalty: 907.416748
	Iteration 13Q: 3 clusters Score -923839.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -923901.750000 Penalty: 907.416748
	Iteration 14Q: 3 clusters Score -923901.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -923956.625000 Penalty: 907.416748
	Iteration 15Q: 3 clusters Score -923956.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -924024.437500 Penalty: 907.416748
	Iteration 16Q: 3 clusters Score -924024.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -924084.812500 Penalty: 907.416748
	Iteration 17Q: 3 clusters Score -924084.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -924142.875000 Penalty: 907.416748
	Iteration 18Q: 3 clusters Score -924142.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -924192.437500 Penalty: 907.416748
	Iteration 19Q: 3 clusters Score -924192.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -924229.937500 Penalty: 907.416748
	Iteration 20F: 3 clusters Score -924229.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -924262.062500 Penalty: 907.416748
	Iteration 21Q: 3 clusters Score -924262.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -924285.875000 Penalty: 907.416748
	Iteration 22Q: 3 clusters Score -924285.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -924304.125000 Penalty: 907.416748
	Iteration 23Q: 3 clusters Score -924304.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -924319.062500 Penalty: 907.416748
	Iteration 24Q: 3 clusters Score -924319.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -924335.312500 Penalty: 907.416748
	Iteration 25Q: 3 clusters Score -924335.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -924351.875000 Penalty: 907.416748
	Iteration 26Q: 3 clusters Score -924351.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -924365.312500 Penalty: 907.416748
	Iteration 27Q: 3 clusters Score -924365.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -924374.875000 Penalty: 907.416748
	Iteration 28Q: 3 clusters Score -924374.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -924377.812500 Penalty: 907.416748
	Iteration 29Q: 3 clusters Score -924377.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -924379.875000 Penalty: 907.416748
	Iteration 30Q: 3 clusters Score -924379.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -924385.875000 Penalty: 907.416748
	Iteration 31Q: 3 clusters Score -924385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -924390.937500 Penalty: 907.416748
	Iteration 32Q: 3 clusters Score -924390.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -924398.937500 Penalty: 907.416748
	Iteration 33Q: 3 clusters Score -924398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -924405.500000 Penalty: 907.416748
	Iteration 34Q: 3 clusters Score -924405.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -924413.187500 Penalty: 907.416748
	Iteration 35Q: 3 clusters Score -924413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -924417.562500 Penalty: 907.416748
	Iteration 36Q: 3 clusters Score -924417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -924423.500000 Penalty: 907.416748
	Iteration 37Q: 3 clusters Score -924423.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -924429.062500 Penalty: 907.416748
	Iteration 38Q: 3 clusters Score -924429.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -924434.500000 Penalty: 907.416748
	Iteration 39Q: 3 clusters Score -924434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -924436.437500 Penalty: 907.416748
	Iteration 40F: 3 clusters Score -924436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -924437.625000 Penalty: 907.416748
	Iteration 41Q: 3 clusters Score -924437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -924440.562500 Penalty: 907.416748
	Iteration 42Q: 3 clusters Score -924440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -924440.375000 Penalty: 907.416748
	Iteration 43Q: 3 clusters Score -924440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -924440.375000 Penalty: 907.416748
	Iteration 44Q: 3 clusters Score -924440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -924440.812500 Penalty: 907.416748
	Iteration 45Q: 3 clusters Score -924440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -924440.937500 Penalty: 907.416748
	Iteration 46Q: 3 clusters Score -924440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -924442.187500 Penalty: 907.416748
	Iteration 47Q: 3 clusters Score -924442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -924442.125000 Penalty: 907.416748
	Iteration 48Q: 3 clusters Score -924442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -924442.312500 Penalty: 907.416748
	Iteration 49Q: 3 clusters Score -924442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -924442.312500 Penalty: 907.416748
	Iteration 50F: 3 clusters Score -924442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -5621.291992 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -5621.292 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 82 members 
Entering Unmasked Estep 
Score: -5372.520996 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -5372.521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5438.471191 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -5438.471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5447.331055 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -5447.331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5454.527832 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -5454.528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5457.586914 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -5457.587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5458.566406 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -5458.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5458.566406 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -5458.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Entering Unmasked Estep 
Score: -1629617.000000 Penalty: 482.334167
	Iteration 0F: 2 clusters Score -1629617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1602585.125000 Penalty: 964.668335
	Iteration 0F: 3 clusters Score -1602585 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1614527.500000 Penalty: 964.668335
	Iteration 1F: 3 clusters Score -1614528 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -1615586.875000 Penalty: 964.668335
	Iteration 2F: 3 clusters Score -1615587 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1617041.750000 Penalty: 964.668335
	Iteration 3F: 3 clusters Score -1617042 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1619032.875000 Penalty: 964.668335
	Iteration 4F: 3 clusters Score -1619033 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -1621357.500000 Penalty: 964.668335
	Iteration 5F: 3 clusters Score -1621358 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -1623645.500000 Penalty: 964.668335
	Iteration 6F: 3 clusters Score -1623646 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -1625439.125000 Penalty: 964.668335
	Iteration 7F: 3 clusters Score -1625439 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -1626705.625000 Penalty: 964.668335
	Iteration 8Q: 3 clusters Score -1626706 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -1627608.125000 Penalty: 964.668335
	Iteration 9Q: 3 clusters Score -1627608 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -1628302.875000 Penalty: 964.668335
	Iteration 10Q: 3 clusters Score -1628303 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -1628683.875000 Penalty: 964.668335
	Iteration 11Q: 3 clusters Score -1628684 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -1628907.500000 Penalty: 964.668335
	Iteration 12Q: 3 clusters Score -1628908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -1629034.500000 Penalty: 964.668335
	Iteration 13Q: 3 clusters Score -1629034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -1629106.000000 Penalty: 964.668335
	Iteration 14Q: 3 clusters Score -1629106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -1629138.000000 Penalty: 964.668335
	Iteration 15Q: 3 clusters Score -1629138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -1629178.500000 Penalty: 964.668335
	Iteration 16Q: 3 clusters Score -1629178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -1629192.125000 Penalty: 964.668335
	Iteration 17Q: 3 clusters Score -1629192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -1629195.125000 Penalty: 964.668335
	Iteration 18Q: 3 clusters Score -1629195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -1629200.125000 Penalty: 964.668335
	Iteration 19Q: 3 clusters Score -1629200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -1629199.625000 Penalty: 964.668335
	Iteration 20F: 3 clusters Score -1629200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -1629200.750000 Penalty: 964.668335
	Iteration 21Q: 3 clusters Score -1629201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -1629200.750000 Penalty: 964.668335
	Iteration 22F: 3 clusters Score -1629201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -192179.078125 Penalty: 383.181122
	Iteration 0F: 2 clusters Score -192179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -189140.078125 Penalty: 766.362244
	Iteration 0F: 3 clusters Score -189140.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -190284.265625 Penalty: 766.362244
	Iteration 1F: 3 clusters Score -190284.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -190454.109375 Penalty: 766.362244
	Iteration 2F: 3 clusters Score -190454.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -190620.046875 Penalty: 766.362244
	Iteration 3F: 3 clusters Score -190620 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -190796.093750 Penalty: 766.362244
	Iteration 4F: 3 clusters Score -190796.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -190980.546875 Penalty: 766.362244
	Iteration 5F: 3 clusters Score -190980.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -191152.140625 Penalty: 766.362244
	Iteration 6F: 3 clusters Score -191152.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -191294.656250 Penalty: 766.362244
	Iteration 7Q: 3 clusters Score -191294.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -191364.750000 Penalty: 766.362244
	Iteration 8Q: 3 clusters Score -191364.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -191395.906250 Penalty: 766.362244
	Iteration 9Q: 3 clusters Score -191395.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -191415.171875 Penalty: 766.362244
	Iteration 10Q: 3 clusters Score -191415.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -191428.843750 Penalty: 766.362244
	Iteration 11Q: 3 clusters Score -191428.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -191440.734375 Penalty: 766.362244
	Iteration 12Q: 3 clusters Score -191440.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -191451.937500 Penalty: 766.362244
	Iteration 13Q: 3 clusters Score -191451.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -191465.625000 Penalty: 766.362244
	Iteration 14Q: 3 clusters Score -191465.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -191475.843750 Penalty: 766.362244
	Iteration 15Q: 3 clusters Score -191475.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -191485.656250 Penalty: 766.362244
	Iteration 16Q: 3 clusters Score -191485.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -191494.281250 Penalty: 766.362244
	Iteration 17Q: 3 clusters Score -191494.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -191499.046875 Penalty: 766.362244
	Iteration 18Q: 3 clusters Score -191499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -191503.062500 Penalty: 766.362244
	Iteration 19Q: 3 clusters Score -191503.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -191506.453125 Penalty: 766.362244
	Iteration 20F: 3 clusters Score -191506.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191514.171875 Penalty: 766.362244
	Iteration 21Q: 3 clusters Score -191514.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -191520.546875 Penalty: 766.362244
	Iteration 22Q: 3 clusters Score -191520.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -191525.609375 Penalty: 766.362244
	Iteration 23Q: 3 clusters Score -191525.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -191531.578125 Penalty: 766.362244
	Iteration 24Q: 3 clusters Score -191531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -191535.921875 Penalty: 766.362244
	Iteration 25Q: 3 clusters Score -191535.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -191540.156250 Penalty: 766.362244
	Iteration 26Q: 3 clusters Score -191540.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -191547.750000 Penalty: 766.362244
	Iteration 27Q: 3 clusters Score -191547.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -191555.859375 Penalty: 766.362244
	Iteration 28Q: 3 clusters Score -191555.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -191564.328125 Penalty: 766.362244
	Iteration 29Q: 3 clusters Score -191564.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -191570.578125 Penalty: 766.362244
	Iteration 30Q: 3 clusters Score -191570.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -191574.171875 Penalty: 766.362244
	Iteration 31Q: 3 clusters Score -191574.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -191578.937500 Penalty: 766.362244
	Iteration 32Q: 3 clusters Score -191578.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -191583.890625 Penalty: 766.362244
	Iteration 33Q: 3 clusters Score -191583.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -191587.437500 Penalty: 766.362244
	Iteration 34Q: 3 clusters Score -191587.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -191592.593750 Penalty: 766.362244
	Iteration 35Q: 3 clusters Score -191592.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -191597.062500 Penalty: 766.362244
	Iteration 36Q: 3 clusters Score -191597.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -191599.875000 Penalty: 766.362244
	Iteration 37Q: 3 clusters Score -191599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -191600.546875 Penalty: 766.362244
	Iteration 38Q: 3 clusters Score -191600.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -191602.312500 Penalty: 766.362244
	Iteration 39Q: 3 clusters Score -191602.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -191604.625000 Penalty: 766.362244
	Iteration 40F: 3 clusters Score -191604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -191607.328125 Penalty: 766.362244
	Iteration 41Q: 3 clusters Score -191607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -191610.828125 Penalty: 766.362244
	Iteration 42Q: 3 clusters Score -191610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -191614.140625 Penalty: 766.362244
	Iteration 43Q: 3 clusters Score -191614.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -191616.828125 Penalty: 766.362244
	Iteration 44Q: 3 clusters Score -191616.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -191618.390625 Penalty: 766.362244
	Iteration 45Q: 3 clusters Score -191618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -191619.468750 Penalty: 766.362244
	Iteration 46Q: 3 clusters Score -191619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -191620.406250 Penalty: 766.362244
	Iteration 47Q: 3 clusters Score -191620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -191621.593750 Penalty: 766.362244
	Iteration 48Q: 3 clusters Score -191621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -191622.328125 Penalty: 766.362244
	Iteration 49Q: 3 clusters Score -191622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -191622.906250 Penalty: 766.362244
	Iteration 50Q: 3 clusters Score -191622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -191623.359375 Penalty: 766.362244
	Iteration 51Q: 3 clusters Score -191623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -191624.359375 Penalty: 766.362244
	Iteration 52Q: 3 clusters Score -191624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -191626.109375 Penalty: 766.362244
	Iteration 53Q: 3 clusters Score -191626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -191627.593750 Penalty: 766.362244
	Iteration 54Q: 3 clusters Score -191627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -191629.546875 Penalty: 766.362244
	Iteration 55Q: 3 clusters Score -191629.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -191631.578125 Penalty: 766.362244
	Iteration 56Q: 3 clusters Score -191631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -191634.203125 Penalty: 766.362244
	Iteration 57Q: 3 clusters Score -191634.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -191636.796875 Penalty: 766.362244
	Iteration 58Q: 3 clusters Score -191636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -191638.234375 Penalty: 766.362244
	Iteration 59Q: 3 clusters Score -191638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -191639.671875 Penalty: 766.362244
	Iteration 60F: 3 clusters Score -191639.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -191641.359375 Penalty: 766.362244
	Iteration 61Q: 3 clusters Score -191641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -191642.484375 Penalty: 766.362244
	Iteration 62Q: 3 clusters Score -191642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -191643.187500 Penalty: 766.362244
	Iteration 63Q: 3 clusters Score -191643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -191643.984375 Penalty: 766.362244
	Iteration 64Q: 3 clusters Score -191644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -191644.609375 Penalty: 766.362244
	Iteration 65Q: 3 clusters Score -191644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -191645.125000 Penalty: 766.362244
	Iteration 66Q: 3 clusters Score -191645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -191645.968750 Penalty: 766.362244
	Iteration 67Q: 3 clusters Score -191646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -191647.359375 Penalty: 766.362244
	Iteration 68Q: 3 clusters Score -191647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -191648.546875 Penalty: 766.362244
	Iteration 69Q: 3 clusters Score -191648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -191648.984375 Penalty: 766.362244
	Iteration 70Q: 3 clusters Score -191649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -191649.156250 Penalty: 766.362244
	Iteration 71Q: 3 clusters Score -191649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -191649.796875 Penalty: 766.362244
	Iteration 72Q: 3 clusters Score -191649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -191651.109375 Penalty: 766.362244
	Iteration 73Q: 3 clusters Score -191651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -191651.796875 Penalty: 766.362244
	Iteration 74Q: 3 clusters Score -191651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -191654.015625 Penalty: 766.362244
	Iteration 75Q: 3 clusters Score -191654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -191655.578125 Penalty: 766.362244
	Iteration 76Q: 3 clusters Score -191655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -191659.046875 Penalty: 766.362244
	Iteration 77Q: 3 clusters Score -191659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -191663.500000 Penalty: 766.362244
	Iteration 78Q: 3 clusters Score -191663.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -191671.140625 Penalty: 766.362244
	Iteration 79Q: 3 clusters Score -191671.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -191684.515625 Penalty: 766.362244
	Iteration 80F: 3 clusters Score -191684.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -191701.437500 Penalty: 766.362244
	Iteration 81Q: 3 clusters Score -191701.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -191712.203125 Penalty: 766.362244
	Iteration 82Q: 3 clusters Score -191712.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -191718.187500 Penalty: 766.362244
	Iteration 83Q: 3 clusters Score -191718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -191725.375000 Penalty: 766.362244
	Iteration 84Q: 3 clusters Score -191725.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -191732.609375 Penalty: 766.362244
	Iteration 85Q: 3 clusters Score -191732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -191736.859375 Penalty: 766.362244
	Iteration 86Q: 3 clusters Score -191736.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -191740.265625 Penalty: 766.362244
	Iteration 87Q: 3 clusters Score -191740.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -191744.906250 Penalty: 766.362244
	Iteration 88Q: 3 clusters Score -191744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -191747.078125 Penalty: 766.362244
	Iteration 89Q: 3 clusters Score -191747.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -191749.296875 Penalty: 766.362244
	Iteration 90Q: 3 clusters Score -191749.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -191751.000000 Penalty: 766.362244
	Iteration 91Q: 3 clusters Score -191751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -191753.390625 Penalty: 766.362244
	Iteration 92Q: 3 clusters Score -191753.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -191757.437500 Penalty: 766.362244
	Iteration 93Q: 3 clusters Score -191757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -191762.109375 Penalty: 766.362244
	Iteration 94Q: 3 clusters Score -191762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -191766.078125 Penalty: 766.362244
	Iteration 95Q: 3 clusters Score -191766.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -191770.109375 Penalty: 766.362244
	Iteration 96Q: 3 clusters Score -191770.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -191774.859375 Penalty: 766.362244
	Iteration 97Q: 3 clusters Score -191774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -191777.593750 Penalty: 766.362244
	Iteration 98Q: 3 clusters Score -191777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -191780.625000 Penalty: 766.362244
	Iteration 99Q: 3 clusters Score -191780.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -191783.125000 Penalty: 766.362244
	Iteration 100F: 3 clusters Score -191783.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -191785.125000 Penalty: 766.362244
	Iteration 101Q: 3 clusters Score -191785.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -191787.968750 Penalty: 766.362244
	Iteration 102Q: 3 clusters Score -191788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -191789.796875 Penalty: 766.362244
	Iteration 103Q: 3 clusters Score -191789.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -191792.734375 Penalty: 766.362244
	Iteration 104Q: 3 clusters Score -191792.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -191798.828125 Penalty: 766.362244
	Iteration 105Q: 3 clusters Score -191798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -191802.640625 Penalty: 766.362244
	Iteration 106Q: 3 clusters Score -191802.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -191805.468750 Penalty: 766.362244
	Iteration 107Q: 3 clusters Score -191805.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -191811.250000 Penalty: 766.362244
	Iteration 108Q: 3 clusters Score -191811.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -191816.375000 Penalty: 766.362244
	Iteration 109Q: 3 clusters Score -191816.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -191822.312500 Penalty: 766.362244
	Iteration 110Q: 3 clusters Score -191822.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -191830.828125 Penalty: 766.362244
	Iteration 111Q: 3 clusters Score -191830.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -191841.328125 Penalty: 766.362244
	Iteration 112Q: 3 clusters Score -191841.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -191852.187500 Penalty: 766.362244
	Iteration 113Q: 3 clusters Score -191852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -191873.687500 Penalty: 766.362244
	Iteration 114Q: 3 clusters Score -191873.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -191895.078125 Penalty: 766.362244
	Iteration 115Q: 3 clusters Score -191895.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -191918.906250 Penalty: 766.362244
	Iteration 116Q: 3 clusters Score -191918.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -191933.109375 Penalty: 766.362244
	Iteration 117Q: 3 clusters Score -191933.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -191943.546875 Penalty: 766.362244
	Iteration 118Q: 3 clusters Score -191943.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -191950.218750 Penalty: 766.362244
	Iteration 119Q: 3 clusters Score -191950.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -191955.109375 Penalty: 766.362244
	Iteration 120F: 3 clusters Score -191955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -191960.218750 Penalty: 766.362244
	Iteration 121Q: 3 clusters Score -191960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -191961.984375 Penalty: 766.362244
	Iteration 122Q: 3 clusters Score -191962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -191963.250000 Penalty: 766.362244
	Iteration 123Q: 3 clusters Score -191963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -191964.640625 Penalty: 766.362244
	Iteration 124Q: 3 clusters Score -191964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -191967.000000 Penalty: 766.362244
	Iteration 125Q: 3 clusters Score -191967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -191968.953125 Penalty: 766.362244
	Iteration 126Q: 3 clusters Score -191969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -191972.359375 Penalty: 766.362244
	Iteration 127Q: 3 clusters Score -191972.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -191974.156250 Penalty: 766.362244
	Iteration 128Q: 3 clusters Score -191974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -191975.734375 Penalty: 766.362244
	Iteration 129Q: 3 clusters Score -191975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -191976.531250 Penalty: 766.362244
	Iteration 130Q: 3 clusters Score -191976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -191976.828125 Penalty: 766.362244
	Iteration 131Q: 3 clusters Score -191976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -191977.546875 Penalty: 766.362244
	Iteration 132Q: 3 clusters Score -191977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -191978.218750 Penalty: 766.362244
	Iteration 133Q: 3 clusters Score -191978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -191980.218750 Penalty: 766.362244
	Iteration 134Q: 3 clusters Score -191980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -191981.890625 Penalty: 766.362244
	Iteration 135Q: 3 clusters Score -191981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -191984.421875 Penalty: 766.362244
	Iteration 136Q: 3 clusters Score -191984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -191987.109375 Penalty: 766.362244
	Iteration 137Q: 3 clusters Score -191987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -191988.984375 Penalty: 766.362244
	Iteration 138Q: 3 clusters Score -191989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -191990.343750 Penalty: 766.362244
	Iteration 139Q: 3 clusters Score -191990.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -191992.281250 Penalty: 766.362244
	Iteration 140F: 3 clusters Score -191992.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -191993.812500 Penalty: 766.362244
	Iteration 141Q: 3 clusters Score -191993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -191996.312500 Penalty: 766.362244
	Iteration 142Q: 3 clusters Score -191996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -192001.296875 Penalty: 766.362244
	Iteration 143Q: 3 clusters Score -192001.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -192007.421875 Penalty: 766.362244
	Iteration 144Q: 3 clusters Score -192007.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -192015.109375 Penalty: 766.362244
	Iteration 145Q: 3 clusters Score -192015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -192020.531250 Penalty: 766.362244
	Iteration 146Q: 3 clusters Score -192020.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -192023.578125 Penalty: 766.362244
	Iteration 147Q: 3 clusters Score -192023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -192026.437500 Penalty: 766.362244
	Iteration 148Q: 3 clusters Score -192026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -192030.500000 Penalty: 766.362244
	Iteration 149Q: 3 clusters Score -192030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -192033.203125 Penalty: 766.362244
	Iteration 150Q: 3 clusters Score -192033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -192035.437500 Penalty: 766.362244
	Iteration 151Q: 3 clusters Score -192035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -192037.062500 Penalty: 766.362244
	Iteration 152Q: 3 clusters Score -192037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -192037.546875 Penalty: 766.362244
	Iteration 153Q: 3 clusters Score -192037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -192039.187500 Penalty: 766.362244
	Iteration 154Q: 3 clusters Score -192039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -192039.906250 Penalty: 766.362244
	Iteration 155Q: 3 clusters Score -192039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -192039.640625 Penalty: 766.362244
	Iteration 156Q: 3 clusters Score -192039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -192040.578125 Penalty: 766.362244
	Iteration 157Q: 3 clusters Score -192040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -192040.515625 Penalty: 766.362244
	Iteration 158Q: 3 clusters Score -192040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -192040.781250 Penalty: 766.362244
	Iteration 159Q: 3 clusters Score -192040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -192040.781250 Penalty: 766.362244
	Iteration 160F: 3 clusters Score -192040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -192040.750000 Penalty: 766.362244
	Iteration 161Q: 3 clusters Score -192040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -192041.109375 Penalty: 766.362244
	Iteration 162Q: 3 clusters Score -192041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -192041.656250 Penalty: 766.362244
	Iteration 163Q: 3 clusters Score -192041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -192042.031250 Penalty: 766.362244
	Iteration 164Q: 3 clusters Score -192042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -192042.328125 Penalty: 766.362244
	Iteration 165Q: 3 clusters Score -192042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -192042.671875 Penalty: 766.362244
	Iteration 166Q: 3 clusters Score -192042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -192042.640625 Penalty: 766.362244
	Iteration 167Q: 3 clusters Score -192042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -192042.640625 Penalty: 766.362244
	Iteration 168F: 3 clusters Score -192042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -84822.218750 Penalty: 346.113251
	Iteration 0F: 2 clusters Score -84822.22 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 1032 members 
Entering Unmasked Estep 
Score: -83360.210938 Penalty: 692.226501
	Iteration 0F: 3 clusters Score -83360.21 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -83827.906250 Penalty: 692.226501
	Iteration 1F: 3 clusters Score -83827.91 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -83907.351562 Penalty: 692.226501
	Iteration 2F: 3 clusters Score -83907.35 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -84003.484375 Penalty: 692.226501
	Iteration 3F: 3 clusters Score -84003.48 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -84146.976562 Penalty: 692.226501
	Iteration 4F: 3 clusters Score -84146.98 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84297.921875 Penalty: 692.226501
	Iteration 5F: 3 clusters Score -84297.92 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -84422.046875 Penalty: 692.226501
	Iteration 6F: 3 clusters Score -84422.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -84546.054688 Penalty: 692.226501
	Iteration 7F: 3 clusters Score -84546.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -84611.656250 Penalty: 692.226501
	Iteration 8Q: 3 clusters Score -84611.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -84656.781250 Penalty: 692.226501
	Iteration 9Q: 3 clusters Score -84656.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -84699.546875 Penalty: 692.226501
	Iteration 10Q: 3 clusters Score -84699.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -84721.164062 Penalty: 692.226501
	Iteration 11Q: 3 clusters Score -84721.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -84734.328125 Penalty: 692.226501
	Iteration 12Q: 3 clusters Score -84734.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -84739.648438 Penalty: 692.226501
	Iteration 13Q: 3 clusters Score -84739.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -84741.273438 Penalty: 692.226501
	Iteration 14Q: 3 clusters Score -84741.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -84742.789062 Penalty: 692.226501
	Iteration 15Q: 3 clusters Score -84742.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -84743.945312 Penalty: 692.226501
	Iteration 16Q: 3 clusters Score -84743.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -84744.179688 Penalty: 692.226501
	Iteration 17Q: 3 clusters Score -84744.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -84744.054688 Penalty: 692.226501
	Iteration 18Q: 3 clusters Score -84744.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -84744.054688 Penalty: 692.226501
	Iteration 19F: 3 clusters Score -84744.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Entering Unmasked Estep 
Score: -1814905.750000 Penalty: 483.742889
	Iteration 0F: 2 clusters Score -1814906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1787133.125000 Penalty: 967.485779
	Iteration 0F: 3 clusters Score -1787133 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1800373.500000 Penalty: 967.485779
	Iteration 1F: 3 clusters Score -1800374 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1802013.375000 Penalty: 967.485779
	Iteration 2F: 3 clusters Score -1802013 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1804337.500000 Penalty: 967.485779
	Iteration 3F: 3 clusters Score -1804338 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1807263.375000 Penalty: 967.485779
	Iteration 4F: 3 clusters Score -1807263 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1810162.750000 Penalty: 967.485779
	Iteration 5F: 3 clusters Score -1810163 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1811953.625000 Penalty: 967.485779
	Iteration 6Q: 3 clusters Score -1811954 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1812884.500000 Penalty: 967.485779
	Iteration 7Q: 3 clusters Score -1812884 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1813562.125000 Penalty: 967.485779
	Iteration 8Q: 3 clusters Score -1813562 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1814105.625000 Penalty: 967.485779
	Iteration 9Q: 3 clusters Score -1814106 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1814540.875000 Penalty: 967.485779
	Iteration 10Q: 3 clusters Score -1814541 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1814747.750000 Penalty: 967.485779
	Iteration 11Q: 3 clusters Score -1814748 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1814845.625000 Penalty: 967.485779
	Iteration 12Q: 3 clusters Score -1814846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1814882.000000 Penalty: 967.485779
	Iteration 13Q: 3 clusters Score -1814882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1814898.875000 Penalty: 967.485779
	Iteration 14Q: 3 clusters Score -1814899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1814906.875000 Penalty: 967.485779
	Iteration 15Q: 3 clusters Score -1814907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1814909.750000 Penalty: 967.485779
	Iteration 16Q: 3 clusters Score -1814910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1814922.625000 Penalty: 967.485779
	Iteration 17Q: 3 clusters Score -1814923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1814929.250000 Penalty: 967.485779
	Iteration 18Q: 3 clusters Score -1814929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1814933.625000 Penalty: 967.485779
	Iteration 19Q: 3 clusters Score -1814934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1814931.875000 Penalty: 967.485779
	Iteration 20F: 3 clusters Score -1814932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1814932.375000 Penalty: 967.485779
	Iteration 21Q: 3 clusters Score -1814932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1814939.625000 Penalty: 967.485779
	Iteration 22Q: 3 clusters Score -1814940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1814938.250000 Penalty: 967.485779
	Iteration 23Q: 3 clusters Score -1814938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1814943.000000 Penalty: 967.485779
	Iteration 24Q: 3 clusters Score -1814943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1814943.125000 Penalty: 967.485779
	Iteration 25Q: 3 clusters Score -1814943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1814950.375000 Penalty: 967.485779
	Iteration 26Q: 3 clusters Score -1814950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1814948.125000 Penalty: 967.485779
	Iteration 27Q: 3 clusters Score -1814948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1814956.000000 Penalty: 967.485779
	Iteration 28Q: 3 clusters Score -1814956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1814960.875000 Penalty: 967.485779
	Iteration 29Q: 3 clusters Score -1814961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1814961.750000 Penalty: 967.485779
	Iteration 30Q: 3 clusters Score -1814962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1814964.125000 Penalty: 967.485779
	Iteration 31Q: 3 clusters Score -1814964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1814967.625000 Penalty: 967.485779
	Iteration 32Q: 3 clusters Score -1814968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1814966.250000 Penalty: 967.485779
	Iteration 33Q: 3 clusters Score -1814966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1814966.125000 Penalty: 967.485779
	Iteration 34Q: 3 clusters Score -1814966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1814971.625000 Penalty: 967.485779
	Iteration 35Q: 3 clusters Score -1814972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1814974.500000 Penalty: 967.485779
	Iteration 36Q: 3 clusters Score -1814974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1814973.375000 Penalty: 967.485779
	Iteration 37Q: 3 clusters Score -1814973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1814978.500000 Penalty: 967.485779
	Iteration 38Q: 3 clusters Score -1814978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1814982.250000 Penalty: 967.485779
	Iteration 39Q: 3 clusters Score -1814982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1814984.250000 Penalty: 967.485779
	Iteration 40F: 3 clusters Score -1814984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1814980.500000 Penalty: 967.485779
	Iteration 41Q: 3 clusters Score -1814980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1814984.000000 Penalty: 967.485779
	Iteration 42Q: 3 clusters Score -1814984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1814983.375000 Penalty: 967.485779
	Iteration 43Q: 3 clusters Score -1814983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1814986.875000 Penalty: 967.485779
	Iteration 44Q: 3 clusters Score -1814987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1814988.500000 Penalty: 967.485779
	Iteration 45Q: 3 clusters Score -1814988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1814994.750000 Penalty: 967.485779
	Iteration 46Q: 3 clusters Score -1814995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1814993.875000 Penalty: 967.485779
	Iteration 47Q: 3 clusters Score -1814994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1814992.000000 Penalty: 967.485779
	Iteration 48Q: 3 clusters Score -1814992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1814995.000000 Penalty: 967.485779
	Iteration 49Q: 3 clusters Score -1814995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1814993.250000 Penalty: 967.485779
	Iteration 50Q: 3 clusters Score -1814993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1814995.750000 Penalty: 967.485779
	Iteration 51Q: 3 clusters Score -1814996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1814993.250000 Penalty: 967.485779
	Iteration 52Q: 3 clusters Score -1814993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1814995.125000 Penalty: 967.485779
	Iteration 53Q: 3 clusters Score -1814995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1815001.375000 Penalty: 967.485779
	Iteration 54Q: 3 clusters Score -1815001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1815004.375000 Penalty: 967.485779
	Iteration 55Q: 3 clusters Score -1815004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1815004.875000 Penalty: 967.485779
	Iteration 56Q: 3 clusters Score -1815005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1815012.750000 Penalty: 967.485779
	Iteration 57Q: 3 clusters Score -1815013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1815018.875000 Penalty: 967.485779
	Iteration 58Q: 3 clusters Score -1815019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1815024.250000 Penalty: 967.485779
	Iteration 59Q: 3 clusters Score -1815024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1815030.125000 Penalty: 967.485779
	Iteration 60F: 3 clusters Score -1815030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1815034.625000 Penalty: 967.485779
	Iteration 61Q: 3 clusters Score -1815035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1815043.750000 Penalty: 967.485779
	Iteration 62Q: 3 clusters Score -1815044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1815043.000000 Penalty: 967.485779
	Iteration 63Q: 3 clusters Score -1815043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1815044.625000 Penalty: 967.485779
	Iteration 64Q: 3 clusters Score -1815045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1815049.250000 Penalty: 967.485779
	Iteration 65Q: 3 clusters Score -1815049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1815052.375000 Penalty: 967.485779
	Iteration 66Q: 3 clusters Score -1815052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1815049.000000 Penalty: 967.485779
	Iteration 67Q: 3 clusters Score -1815049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1815055.250000 Penalty: 967.485779
	Iteration 68Q: 3 clusters Score -1815055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1815062.375000 Penalty: 967.485779
	Iteration 69Q: 3 clusters Score -1815062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1815072.500000 Penalty: 967.485779
	Iteration 70Q: 3 clusters Score -1815072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1815072.500000 Penalty: 967.485779
	Iteration 71Q: 3 clusters Score -1815072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1815086.250000 Penalty: 967.485779
	Iteration 72Q: 3 clusters Score -1815086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1815084.875000 Penalty: 967.485779
	Iteration 73Q: 3 clusters Score -1815085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1815091.250000 Penalty: 967.485779
	Iteration 74Q: 3 clusters Score -1815091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1815095.000000 Penalty: 967.485779
	Iteration 75Q: 3 clusters Score -1815095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1815090.750000 Penalty: 967.485779
	Iteration 76Q: 3 clusters Score -1815091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1815094.625000 Penalty: 967.485779
	Iteration 77Q: 3 clusters Score -1815095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1815094.125000 Penalty: 967.485779
	Iteration 78Q: 3 clusters Score -1815094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1815094.750000 Penalty: 967.485779
	Iteration 79Q: 3 clusters Score -1815095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1815101.625000 Penalty: 967.485779
	Iteration 80F: 3 clusters Score -1815102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1815104.625000 Penalty: 967.485779
	Iteration 81Q: 3 clusters Score -1815105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1815109.875000 Penalty: 967.485779
	Iteration 82Q: 3 clusters Score -1815110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1815113.250000 Penalty: 967.485779
	Iteration 83Q: 3 clusters Score -1815113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1815120.750000 Penalty: 967.485779
	Iteration 84Q: 3 clusters Score -1815121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1815126.750000 Penalty: 967.485779
	Iteration 85Q: 3 clusters Score -1815127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1815131.500000 Penalty: 967.485779
	Iteration 86Q: 3 clusters Score -1815132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1815135.250000 Penalty: 967.485779
	Iteration 87Q: 3 clusters Score -1815135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1815136.625000 Penalty: 967.485779
	Iteration 88Q: 3 clusters Score -1815137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1815131.750000 Penalty: 967.485779
	Iteration 89Q: 3 clusters Score -1815132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1815131.625000 Penalty: 967.485779
	Iteration 90Q: 3 clusters Score -1815132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1815133.000000 Penalty: 967.485779
	Iteration 91Q: 3 clusters Score -1815133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1815134.250000 Penalty: 967.485779
	Iteration 92Q: 3 clusters Score -1815134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1815135.875000 Penalty: 967.485779
	Iteration 93Q: 3 clusters Score -1815136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1815136.875000 Penalty: 967.485779
	Iteration 94Q: 3 clusters Score -1815137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1815144.500000 Penalty: 967.485779
	Iteration 95Q: 3 clusters Score -1815144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1815145.375000 Penalty: 967.485779
	Iteration 96Q: 3 clusters Score -1815145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1815154.125000 Penalty: 967.485779
	Iteration 97Q: 3 clusters Score -1815154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1815155.250000 Penalty: 967.485779
	Iteration 98Q: 3 clusters Score -1815155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1815149.125000 Penalty: 967.485779
	Iteration 99Q: 3 clusters Score -1815149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1815153.000000 Penalty: 967.485779
	Iteration 100F: 3 clusters Score -1815153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1815153.625000 Penalty: 967.485779
	Iteration 101Q: 3 clusters Score -1815154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1815157.375000 Penalty: 967.485779
	Iteration 102Q: 3 clusters Score -1815157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1815152.875000 Penalty: 967.485779
	Iteration 103Q: 3 clusters Score -1815153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1815152.875000 Penalty: 967.485779
	Iteration 104Q: 3 clusters Score -1815153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1815155.500000 Penalty: 967.485779
	Iteration 105Q: 3 clusters Score -1815156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1815159.375000 Penalty: 967.485779
	Iteration 106Q: 3 clusters Score -1815159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1815161.375000 Penalty: 967.485779
	Iteration 107Q: 3 clusters Score -1815161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1815164.250000 Penalty: 967.485779
	Iteration 108Q: 3 clusters Score -1815164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1815168.625000 Penalty: 967.485779
	Iteration 109Q: 3 clusters Score -1815169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1815168.750000 Penalty: 967.485779
	Iteration 110Q: 3 clusters Score -1815169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1815168.500000 Penalty: 967.485779
	Iteration 111Q: 3 clusters Score -1815168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1815166.000000 Penalty: 967.485779
	Iteration 112Q: 3 clusters Score -1815166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1815159.875000 Penalty: 967.485779
	Iteration 113Q: 3 clusters Score -1815160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1815159.625000 Penalty: 967.485779
	Iteration 114Q: 3 clusters Score -1815160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1815161.500000 Penalty: 967.485779
	Iteration 115Q: 3 clusters Score -1815162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1815162.625000 Penalty: 967.485779
	Iteration 116Q: 3 clusters Score -1815163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1815162.500000 Penalty: 967.485779
	Iteration 117Q: 3 clusters Score -1815162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1815163.875000 Penalty: 967.485779
	Iteration 118Q: 3 clusters Score -1815164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1815161.000000 Penalty: 967.485779
	Iteration 119Q: 3 clusters Score -1815161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1815163.250000 Penalty: 967.485779
	Iteration 120F: 3 clusters Score -1815163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 98910 members 
Mstep: Class 3 contains 25890 members 
Mstep: Class 4 contains 110903 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 21410 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40165 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 29033 members 
Mstep: Class 13 contains 297117 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 296014 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16930 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7909 members 
Mstep: Class 20 contains 5268 members 
Mstep: Class 21 contains 12395 members 
Entering Unmasked Estep 
Score: -46956740.000000 Penalty: 13305.507812
Splitting cluster 12 changes total score from -46957036.000000 to -46956740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (297117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297117 members 
Entering Unmasked Estep 
Score: -13090271.000000 Penalty: 573.385559
	Iteration 0F: 2 clusters Score -1.309027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148411 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -12887788.000000 Penalty: 1146.771118
	Iteration 0F: 3 clusters Score -1.288779e+07 nChanged 146677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 148641 members 
Entering Unmasked Estep 
Score: -12978755.000000 Penalty: 1146.771118
	Iteration 1F: 3 clusters Score -1.297876e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -12980944.000000 Penalty: 1146.771118
	Iteration 2Q: 3 clusters Score -1.298094e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -12983863.000000 Penalty: 1146.771118
	Iteration 3Q: 3 clusters Score -1.298386e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -12988023.000000 Penalty: 1146.771118
	Iteration 4Q: 3 clusters Score -1.298802e+07 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 161293 members 
Entering Unmasked Estep 
Score: -12995491.000000 Penalty: 1146.771118
	Iteration 5Q: 3 clusters Score -1.299549e+07 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 168726 members 
Entering Unmasked Estep 
Score: -13007766.000000 Penalty: 1146.771118
	Iteration 6F: 3 clusters Score -1.300777e+07 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -13022732.000000 Penalty: 1146.771118
	Iteration 7F: 3 clusters Score -1.302273e+07 nChanged 18135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115130 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -13033079.000000 Penalty: 1146.771118
	Iteration 8F: 3 clusters Score -1.303308e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110804 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -13036994.000000 Penalty: 1146.771118
	Iteration 9Q: 3 clusters Score -1.303699e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 190466 members 
Entering Unmasked Estep 
Score: -13038425.000000 Penalty: 1146.771118
	Iteration 10Q: 3 clusters Score -1.303842e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 194877 members 
Entering Unmasked Estep 
Score: -13039474.000000 Penalty: 1146.771118
	Iteration 11Q: 3 clusters Score -1.303947e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 199599 members 
Entering Unmasked Estep 
Score: -13040792.000000 Penalty: 1146.771118
	Iteration 12Q: 3 clusters Score -1.304079e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 204585 members 
Entering Unmasked Estep 
Score: -13042060.000000 Penalty: 1146.771118
	Iteration 13Q: 3 clusters Score -1.304206e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -13043708.000000 Penalty: 1146.771118
	Iteration 14Q: 3 clusters Score -1.304371e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 215353 members 
Entering Unmasked Estep 
Score: -13045429.000000 Penalty: 1146.771118
	Iteration 15Q: 3 clusters Score -1.304543e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 221217 members 
Entering Unmasked Estep 
Score: -13047362.000000 Penalty: 1146.771118
	Iteration 16Q: 3 clusters Score -1.304736e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 227349 members 
Entering Unmasked Estep 
Score: -13049673.000000 Penalty: 1146.771118
	Iteration 17Q: 3 clusters Score -1.304967e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 233629 members 
Entering Unmasked Estep 
Score: -13052260.000000 Penalty: 1146.771118
	Iteration 18Q: 3 clusters Score -1.305226e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 240111 members 
Entering Unmasked Estep 
Score: -13055153.000000 Penalty: 1146.771118
	Iteration 19Q: 3 clusters Score -1.305515e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 246749 members 
Entering Unmasked Estep 
Score: -13058212.000000 Penalty: 1146.771118
	Iteration 20F: 3 clusters Score -1.305821e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 253493 members 
Entering Unmasked Estep 
Score: -13061752.000000 Penalty: 1146.771118
	Iteration 21Q: 3 clusters Score -1.306175e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 260018 members 
Entering Unmasked Estep 
Score: -13065436.000000 Penalty: 1146.771118
	Iteration 22Q: 3 clusters Score -1.306544e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 266204 members 
Entering Unmasked Estep 
Score: -13069258.000000 Penalty: 1146.771118
	Iteration 23Q: 3 clusters Score -1.306926e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 272081 members 
Entering Unmasked Estep 
Score: -13073100.000000 Penalty: 1146.771118
	Iteration 24Q: 3 clusters Score -1.30731e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 277313 members 
Entering Unmasked Estep 
Score: -13076683.000000 Penalty: 1146.771118
	Iteration 25Q: 3 clusters Score -1.307668e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 281702 members 
Entering Unmasked Estep 
Score: -13079808.000000 Penalty: 1146.771118
	Iteration 26Q: 3 clusters Score -1.307981e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 285290 members 
Entering Unmasked Estep 
Score: -13082505.000000 Penalty: 1146.771118
	Iteration 27Q: 3 clusters Score -1.30825e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 288150 members 
Entering Unmasked Estep 
Score: -13084678.000000 Penalty: 1146.771118
	Iteration 28Q: 3 clusters Score -1.308468e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 290408 members 
Entering Unmasked Estep 
Score: -13086203.000000 Penalty: 1146.771118
	Iteration 29Q: 3 clusters Score -1.30862e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 292119 members 
Entering Unmasked Estep 
Score: -13087292.000000 Penalty: 1146.771118
	Iteration 30Q: 3 clusters Score -1.308729e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 293419 members 
Entering Unmasked Estep 
Score: -13088060.000000 Penalty: 1146.771118
	Iteration 31Q: 3 clusters Score -1.308806e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 294348 members 
Entering Unmasked Estep 
Score: -13088550.000000 Penalty: 1146.771118
	Iteration 32Q: 3 clusters Score -1.308855e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 295036 members 
Entering Unmasked Estep 
Score: -13088895.000000 Penalty: 1146.771118
	Iteration 33Q: 3 clusters Score -1.30889e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 295544 members 
Entering Unmasked Estep 
Score: -13089152.000000 Penalty: 1146.771118
	Iteration 34Q: 3 clusters Score -1.308915e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 295895 members 
Entering Unmasked Estep 
Score: -13089287.000000 Penalty: 1146.771118
	Iteration 35Q: 3 clusters Score -1.308929e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 296153 members 
Entering Unmasked Estep 
Score: -13089434.000000 Penalty: 1146.771118
	Iteration 36Q: 3 clusters Score -1.308943e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 296361 members 
Entering Unmasked Estep 
Score: -13089550.000000 Penalty: 1146.771118
	Iteration 37Q: 3 clusters Score -1.308955e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 296513 members 
Entering Unmasked Estep 
Score: -13089617.000000 Penalty: 1146.771118
	Iteration 38Q: 3 clusters Score -1.308962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 296610 members 
Entering Unmasked Estep 
Score: -13089665.000000 Penalty: 1146.771118
	Iteration 39Q: 3 clusters Score -1.308966e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296687 members 
Entering Unmasked Estep 
Score: -13089681.000000 Penalty: 1146.771118
	Iteration 40F: 3 clusters Score -1.308968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 296745 members 
Entering Unmasked Estep 
Score: -13089717.000000 Penalty: 1146.771118
	Iteration 41Q: 3 clusters Score -1.308972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296783 members 
Entering Unmasked Estep 
Score: -13089741.000000 Penalty: 1146.771118
	Iteration 42Q: 3 clusters Score -1.308974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 296818 members 
Entering Unmasked Estep 
Score: -13089743.000000 Penalty: 1146.771118
	Iteration 43Q: 3 clusters Score -1.308974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296847 members 
Entering Unmasked Estep 
Score: -13089763.000000 Penalty: 1146.771118
	Iteration 44Q: 3 clusters Score -1.308976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 296863 members 
Entering Unmasked Estep 
Score: -13089787.000000 Penalty: 1146.771118
	Iteration 45Q: 3 clusters Score -1.308979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 296877 members 
Entering Unmasked Estep 
Score: -13089795.000000 Penalty: 1146.771118
	Iteration 46Q: 3 clusters Score -1.30898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 296889 members 
Entering Unmasked Estep 
Score: -13089806.000000 Penalty: 1146.771118
	Iteration 47Q: 3 clusters Score -1.308981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 296892 members 
Entering Unmasked Estep 
Score: -13089802.000000 Penalty: 1146.771118
	Iteration 48Q: 3 clusters Score -1.30898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296899 members 
Entering Unmasked Estep 
Score: -13089807.000000 Penalty: 1146.771118
	Iteration 49Q: 3 clusters Score -1.308981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 296906 members 
Entering Unmasked Estep 
Score: -13089803.000000 Penalty: 1146.771118
	Iteration 50Q: 3 clusters Score -1.30898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 296908 members 
Entering Unmasked Estep 
Score: -13089806.000000 Penalty: 1146.771118
	Iteration 51Q: 3 clusters Score -1.308981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 296909 members 
Entering Unmasked Estep 
Score: -13089804.000000 Penalty: 1146.771118
	Iteration 52Q: 3 clusters Score -1.30898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 296909 members 
Entering Unmasked Estep 
Score: -13089804.000000 Penalty: 1146.771118
	Iteration 53F: 3 clusters Score -1.30898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Entering Unmasked Estep 
Score: -518774.406250 Penalty: 426.820648
	Iteration 0F: 2 clusters Score -518774.4 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 5999 members 
Entering Unmasked Estep 
Score: -511002.406250 Penalty: 853.641296
	Iteration 0F: 3 clusters Score -511002.4 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -514109.937500 Penalty: 853.641296
	Iteration 1F: 3 clusters Score -514109.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -514410.281250 Penalty: 853.641296
	Iteration 2F: 3 clusters Score -514410.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -514793.906250 Penalty: 853.641296
	Iteration 3F: 3 clusters Score -514793.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -515412.718750 Penalty: 853.641296
	Iteration 4F: 3 clusters Score -515412.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -516203.812500 Penalty: 853.641296
	Iteration 5F: 3 clusters Score -516203.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -516980.968750 Penalty: 853.641296
	Iteration 6F: 3 clusters Score -516981 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -517637.468750 Penalty: 853.641296
	Iteration 7Q: 3 clusters Score -517637.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -517973.656250 Penalty: 853.641296
	Iteration 8Q: 3 clusters Score -517973.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -518119.062500 Penalty: 853.641296
	Iteration 9Q: 3 clusters Score -518119.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -518194.125000 Penalty: 853.641296
	Iteration 10Q: 3 clusters Score -518194.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -518255.437500 Penalty: 853.641296
	Iteration 11Q: 3 clusters Score -518255.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -518317.500000 Penalty: 853.641296
	Iteration 12Q: 3 clusters Score -518317.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -518384.125000 Penalty: 853.641296
	Iteration 13Q: 3 clusters Score -518384.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -518421.156250 Penalty: 853.641296
	Iteration 14Q: 3 clusters Score -518421.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -518433.593750 Penalty: 853.641296
	Iteration 15Q: 3 clusters Score -518433.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -518439.093750 Penalty: 853.641296
	Iteration 16Q: 3 clusters Score -518439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -518443.875000 Penalty: 853.641296
	Iteration 17Q: 3 clusters Score -518443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -518448.343750 Penalty: 853.641296
	Iteration 18Q: 3 clusters Score -518448.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -518450.312500 Penalty: 853.641296
	Iteration 19Q: 3 clusters Score -518450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -518451.593750 Penalty: 853.641296
	Iteration 20F: 3 clusters Score -518451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -518451.093750 Penalty: 853.641296
	Iteration 21Q: 3 clusters Score -518451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -518451.343750 Penalty: 853.641296
	Iteration 22Q: 3 clusters Score -518451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -518451.406250 Penalty: 853.641296
	Iteration 23Q: 3 clusters Score -518451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -518452.187500 Penalty: 853.641296
	Iteration 24Q: 3 clusters Score -518452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -518452.000000 Penalty: 853.641296
	Iteration 25Q: 3 clusters Score -518452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -518451.437500 Penalty: 853.641296
	Iteration 26Q: 3 clusters Score -518451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -518451.656250 Penalty: 853.641296
	Iteration 27Q: 3 clusters Score -518451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -518452.281250 Penalty: 853.641296
	Iteration 28Q: 3 clusters Score -518452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -518452.656250 Penalty: 853.641296
	Iteration 29Q: 3 clusters Score -518452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -518452.937500 Penalty: 853.641296
	Iteration 30Q: 3 clusters Score -518452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -518453.062500 Penalty: 853.641296
	Iteration 31Q: 3 clusters Score -518453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -518452.781250 Penalty: 853.641296
	Iteration 32Q: 3 clusters Score -518452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -518453.500000 Penalty: 853.641296
	Iteration 33Q: 3 clusters Score -518453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -518453.625000 Penalty: 853.641296
	Iteration 34Q: 3 clusters Score -518453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -518453.250000 Penalty: 853.641296
	Iteration 35Q: 3 clusters Score -518453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -518453.375000 Penalty: 853.641296
	Iteration 36Q: 3 clusters Score -518453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -518453.468750 Penalty: 853.641296
	Iteration 37Q: 3 clusters Score -518453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -518453.375000 Penalty: 853.641296
	Iteration 38Q: 3 clusters Score -518453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -518454.093750 Penalty: 853.641296
	Iteration 39Q: 3 clusters Score -518454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -518454.093750 Penalty: 853.641296
	Iteration 40F: 3 clusters Score -518454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (296014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296014 members 
Entering Unmasked Estep 
Score: -13208917.000000 Penalty: 573.216370
	Iteration 0F: 2 clusters Score -1.320892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -13009298.000000 Penalty: 1146.432739
	Iteration 0F: 3 clusters Score -1.30093e+07 nChanged 145816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -13102281.000000 Penalty: 1146.432739
	Iteration 1F: 3 clusters Score -1.310228e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188296 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -13110144.000000 Penalty: 1146.432739
	Iteration 2F: 3 clusters Score -1.311014e+07 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209211 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -13124185.000000 Penalty: 1146.432739
	Iteration 3F: 3 clusters Score -1.312418e+07 nChanged 26599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235438 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -13146873.000000 Penalty: 1146.432739
	Iteration 4F: 3 clusters Score -1.314687e+07 nChanged 27216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262572 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -13174629.000000 Penalty: 1146.432739
	Iteration 5F: 3 clusters Score -1.317463e+07 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282656 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -13196479.000000 Penalty: 1146.432739
	Iteration 6F: 3 clusters Score -1.319648e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292291 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -13205490.000000 Penalty: 1146.432739
	Iteration 7Q: 3 clusters Score -1.320549e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295241 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13207843.000000 Penalty: 1146.432739
	Iteration 8Q: 3 clusters Score -1.320784e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295857 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13208284.000000 Penalty: 1146.432739
	Iteration 9Q: 3 clusters Score -1.320828e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295965 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13208369.000000 Penalty: 1146.432739
	Iteration 10Q: 3 clusters Score -1.320837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295985 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -13208390.000000 Penalty: 1146.432739
	Iteration 11Q: 3 clusters Score -1.320839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295984 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -13208398.000000 Penalty: 1146.432739
	Iteration 12Q: 3 clusters Score -1.32084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295982 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -13208403.000000 Penalty: 1146.432739
	Iteration 13Q: 3 clusters Score -1.32084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295980 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -13208404.000000 Penalty: 1146.432739
	Iteration 14Q: 3 clusters Score -1.32084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295980 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -13208404.000000 Penalty: 1146.432739
	Iteration 15F: 3 clusters Score -1.32084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -43164.289062 Penalty: 321.446533
	Iteration 0F: 2 clusters Score -43164.29 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 576 members 
Entering Unmasked Estep 
Score: -42224.136719 Penalty: 642.893066
	Iteration 0F: 3 clusters Score -42224.14 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -42504.187500 Penalty: 642.893066
	Iteration 1F: 3 clusters Score -42504.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42565.046875 Penalty: 642.893066
	Iteration 2F: 3 clusters Score -42565.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42617.734375 Penalty: 642.893066
	Iteration 3F: 3 clusters Score -42617.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42671.917969 Penalty: 642.893066
	Iteration 4Q: 3 clusters Score -42671.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42723.847656 Penalty: 642.893066
	Iteration 5Q: 3 clusters Score -42723.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42752.253906 Penalty: 642.893066
	Iteration 6Q: 3 clusters Score -42752.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42778.578125 Penalty: 642.893066
	Iteration 7Q: 3 clusters Score -42778.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42805.859375 Penalty: 642.893066
	Iteration 8Q: 3 clusters Score -42805.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42824.285156 Penalty: 642.893066
	Iteration 9Q: 3 clusters Score -42824.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42840.167969 Penalty: 642.893066
	Iteration 10Q: 3 clusters Score -42840.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42858.203125 Penalty: 642.893066
	Iteration 11Q: 3 clusters Score -42858.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42871.183594 Penalty: 642.893066
	Iteration 12Q: 3 clusters Score -42871.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42891.523438 Penalty: 642.893066
	Iteration 13Q: 3 clusters Score -42891.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42908.089844 Penalty: 642.893066
	Iteration 14Q: 3 clusters Score -42908.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42923.132812 Penalty: 642.893066
	Iteration 15Q: 3 clusters Score -42923.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42932.582031 Penalty: 642.893066
	Iteration 16Q: 3 clusters Score -42932.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42941.792969 Penalty: 642.893066
	Iteration 17Q: 3 clusters Score -42941.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42953.402344 Penalty: 642.893066
	Iteration 18Q: 3 clusters Score -42953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42958.171875 Penalty: 642.893066
	Iteration 19Q: 3 clusters Score -42958.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42961.492188 Penalty: 642.893066
	Iteration 20F: 3 clusters Score -42961.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42964.875000 Penalty: 642.893066
	Iteration 21Q: 3 clusters Score -42964.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42969.734375 Penalty: 642.893066
	Iteration 22Q: 3 clusters Score -42969.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42976.238281 Penalty: 642.893066
	Iteration 23Q: 3 clusters Score -42976.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42980.980469 Penalty: 642.893066
	Iteration 24Q: 3 clusters Score -42980.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42984.304688 Penalty: 642.893066
	Iteration 25Q: 3 clusters Score -42984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42991.589844 Penalty: 642.893066
	Iteration 26Q: 3 clusters Score -42991.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42996.492188 Penalty: 642.893066
	Iteration 27Q: 3 clusters Score -42996.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43001.902344 Penalty: 642.893066
	Iteration 28Q: 3 clusters Score -43001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43007.562500 Penalty: 642.893066
	Iteration 29Q: 3 clusters Score -43007.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43019.683594 Penalty: 642.893066
	Iteration 30Q: 3 clusters Score -43019.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43028.542969 Penalty: 642.893066
	Iteration 31Q: 3 clusters Score -43028.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43035.128906 Penalty: 642.893066
	Iteration 32Q: 3 clusters Score -43035.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43038.019531 Penalty: 642.893066
	Iteration 33Q: 3 clusters Score -43038.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43039.906250 Penalty: 642.893066
	Iteration 34Q: 3 clusters Score -43039.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43040.531250 Penalty: 642.893066
	Iteration 35Q: 3 clusters Score -43040.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43040.875000 Penalty: 642.893066
	Iteration 36Q: 3 clusters Score -43040.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43041.839844 Penalty: 642.893066
	Iteration 37Q: 3 clusters Score -43041.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43043.179688 Penalty: 642.893066
	Iteration 38Q: 3 clusters Score -43043.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43043.500000 Penalty: 642.893066
	Iteration 39Q: 3 clusters Score -43043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43043.882812 Penalty: 642.893066
	Iteration 40F: 3 clusters Score -43043.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43044.132812 Penalty: 642.893066
	Iteration 41Q: 3 clusters Score -43044.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43045.054688 Penalty: 642.893066
	Iteration 42Q: 3 clusters Score -43045.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43045.437500 Penalty: 642.893066
	Iteration 43Q: 3 clusters Score -43045.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43045.992188 Penalty: 642.893066
	Iteration 44Q: 3 clusters Score -43045.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43046.324219 Penalty: 642.893066
	Iteration 45Q: 3 clusters Score -43046.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43047.386719 Penalty: 642.893066
	Iteration 46Q: 3 clusters Score -43047.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43047.667969 Penalty: 642.893066
	Iteration 47Q: 3 clusters Score -43047.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43048.835938 Penalty: 642.893066
	Iteration 48Q: 3 clusters Score -43048.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43049.230469 Penalty: 642.893066
	Iteration 49Q: 3 clusters Score -43049.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43049.449219 Penalty: 642.893066
	Iteration 50Q: 3 clusters Score -43049.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43049.449219 Penalty: 642.893066
	Iteration 51F: 3 clusters Score -43049.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Entering Unmasked Estep 
Score: -725507.187500 Penalty: 443.026306
	Iteration 0F: 2 clusters Score -725507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -714358.937500 Penalty: 886.052612
	Iteration 0F: 3 clusters Score -714358.9 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -719192.125000 Penalty: 886.052612
	Iteration 1F: 3 clusters Score -719192.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -719909.687500 Penalty: 886.052612
	Iteration 2F: 3 clusters Score -719909.7 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -720995.437500 Penalty: 886.052612
	Iteration 3F: 3 clusters Score -720995.4 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -722275.875000 Penalty: 886.052612
	Iteration 4F: 3 clusters Score -722275.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -723309.562500 Penalty: 886.052612
	Iteration 5F: 3 clusters Score -723309.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -723810.625000 Penalty: 886.052612
	Iteration 6F: 3 clusters Score -723810.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -724066.625000 Penalty: 886.052612
	Iteration 7Q: 3 clusters Score -724066.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -724268.875000 Penalty: 886.052612
	Iteration 8Q: 3 clusters Score -724268.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -724459.937500 Penalty: 886.052612
	Iteration 9Q: 3 clusters Score -724459.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -724659.250000 Penalty: 886.052612
	Iteration 10Q: 3 clusters Score -724659.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -724859.062500 Penalty: 886.052612
	Iteration 11Q: 3 clusters Score -724859.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -725012.250000 Penalty: 886.052612
	Iteration 12Q: 3 clusters Score -725012.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -725111.125000 Penalty: 886.052612
	Iteration 13Q: 3 clusters Score -725111.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -725168.750000 Penalty: 886.052612
	Iteration 14Q: 3 clusters Score -725168.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -725206.875000 Penalty: 886.052612
	Iteration 15Q: 3 clusters Score -725206.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -725234.500000 Penalty: 886.052612
	Iteration 16Q: 3 clusters Score -725234.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -725258.812500 Penalty: 886.052612
	Iteration 17Q: 3 clusters Score -725258.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -725282.125000 Penalty: 886.052612
	Iteration 18Q: 3 clusters Score -725282.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -725296.812500 Penalty: 886.052612
	Iteration 19Q: 3 clusters Score -725296.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -725316.687500 Penalty: 886.052612
	Iteration 20F: 3 clusters Score -725316.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -725326.312500 Penalty: 886.052612
	Iteration 21Q: 3 clusters Score -725326.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -725334.437500 Penalty: 886.052612
	Iteration 22Q: 3 clusters Score -725334.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -725342.437500 Penalty: 886.052612
	Iteration 23Q: 3 clusters Score -725342.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -725346.625000 Penalty: 886.052612
	Iteration 24Q: 3 clusters Score -725346.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -725348.250000 Penalty: 886.052612
	Iteration 25Q: 3 clusters Score -725348.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -725349.500000 Penalty: 886.052612
	Iteration 26Q: 3 clusters Score -725349.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -725351.125000 Penalty: 886.052612
	Iteration 27Q: 3 clusters Score -725351.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -725356.625000 Penalty: 886.052612
	Iteration 28Q: 3 clusters Score -725356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -725358.312500 Penalty: 886.052612
	Iteration 29Q: 3 clusters Score -725358.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -725361.250000 Penalty: 886.052612
	Iteration 30Q: 3 clusters Score -725361.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -725362.500000 Penalty: 886.052612
	Iteration 31Q: 3 clusters Score -725362.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -725364.875000 Penalty: 886.052612
	Iteration 32Q: 3 clusters Score -725364.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -725368.437500 Penalty: 886.052612
	Iteration 33Q: 3 clusters Score -725368.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -725371.375000 Penalty: 886.052612
	Iteration 34Q: 3 clusters Score -725371.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -725369.937500 Penalty: 886.052612
	Iteration 35Q: 3 clusters Score -725369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -725371.312500 Penalty: 886.052612
	Iteration 36Q: 3 clusters Score -725371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -725371.687500 Penalty: 886.052612
	Iteration 37Q: 3 clusters Score -725371.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -725372.812500 Penalty: 886.052612
	Iteration 38Q: 3 clusters Score -725372.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -725376.437500 Penalty: 886.052612
	Iteration 39Q: 3 clusters Score -725376.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -725379.125000 Penalty: 886.052612
	Iteration 40F: 3 clusters Score -725379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -725378.375000 Penalty: 886.052612
	Iteration 41Q: 3 clusters Score -725378.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -725377.687500 Penalty: 886.052612
	Iteration 42Q: 3 clusters Score -725377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -725381.562500 Penalty: 886.052612
	Iteration 43Q: 3 clusters Score -725381.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -725384.125000 Penalty: 886.052612
	Iteration 44Q: 3 clusters Score -725384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -725388.125000 Penalty: 886.052612
	Iteration 45Q: 3 clusters Score -725388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -725389.125000 Penalty: 886.052612
	Iteration 46Q: 3 clusters Score -725389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -725394.000000 Penalty: 886.052612
	Iteration 47Q: 3 clusters Score -725394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -725394.687500 Penalty: 886.052612
	Iteration 48Q: 3 clusters Score -725394.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -725398.062500 Penalty: 886.052612
	Iteration 49Q: 3 clusters Score -725398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -725398.062500 Penalty: 886.052612
	Iteration 50Q: 3 clusters Score -725398.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -725400.437500 Penalty: 886.052612
	Iteration 51Q: 3 clusters Score -725400.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -725401.625000 Penalty: 886.052612
	Iteration 52Q: 3 clusters Score -725401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -725402.562500 Penalty: 886.052612
	Iteration 53Q: 3 clusters Score -725402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -725403.187500 Penalty: 886.052612
	Iteration 54Q: 3 clusters Score -725403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -725403.812500 Penalty: 886.052612
	Iteration 55Q: 3 clusters Score -725403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -725403.437500 Penalty: 886.052612
	Iteration 56Q: 3 clusters Score -725403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -725402.625000 Penalty: 886.052612
	Iteration 57Q: 3 clusters Score -725402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -725403.312500 Penalty: 886.052612
	Iteration 58Q: 3 clusters Score -725403.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -725406.500000 Penalty: 886.052612
	Iteration 59Q: 3 clusters Score -725406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -725405.062500 Penalty: 886.052612
	Iteration 60F: 3 clusters Score -725405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -725407.375000 Penalty: 886.052612
	Iteration 61Q: 3 clusters Score -725407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -725408.812500 Penalty: 886.052612
	Iteration 62Q: 3 clusters Score -725408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -725409.562500 Penalty: 886.052612
	Iteration 63Q: 3 clusters Score -725409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -725409.500000 Penalty: 886.052612
	Iteration 64Q: 3 clusters Score -725409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -725410.062500 Penalty: 886.052612
	Iteration 65Q: 3 clusters Score -725410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -725410.250000 Penalty: 886.052612
	Iteration 66Q: 3 clusters Score -725410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -725409.125000 Penalty: 886.052612
	Iteration 67Q: 3 clusters Score -725409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -725409.250000 Penalty: 886.052612
	Iteration 68Q: 3 clusters Score -725409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -725408.375000 Penalty: 886.052612
	Iteration 69Q: 3 clusters Score -725408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -725408.375000 Penalty: 886.052612
	Iteration 70F: 3 clusters Score -725408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -1133.331055 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -1133.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1037.840820 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1037.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1046.272217 Penalty: 335.688019
	Iteration 1F: 3 clusters Score -1046.272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -343078.875000 Penalty: 408.396942
	Iteration 0F: 2 clusters Score -343078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -337801.750000 Penalty: 816.793884
	Iteration 0F: 3 clusters Score -337801.8 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -339848.437500 Penalty: 816.793884
	Iteration 1F: 3 clusters Score -339848.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -340026.281250 Penalty: 816.793884
	Iteration 2F: 3 clusters Score -340026.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -340278.937500 Penalty: 816.793884
	Iteration 3F: 3 clusters Score -340278.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -340635.968750 Penalty: 816.793884
	Iteration 4F: 3 clusters Score -340636 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -341107.156250 Penalty: 816.793884
	Iteration 5F: 3 clusters Score -341107.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -341643.812500 Penalty: 816.793884
	Iteration 6F: 3 clusters Score -341643.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -342112.593750 Penalty: 816.793884
	Iteration 7F: 3 clusters Score -342112.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342397.187500 Penalty: 816.793884
	Iteration 8Q: 3 clusters Score -342397.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -342573.625000 Penalty: 816.793884
	Iteration 9Q: 3 clusters Score -342573.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -342656.375000 Penalty: 816.793884
	Iteration 10Q: 3 clusters Score -342656.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -342722.187500 Penalty: 816.793884
	Iteration 11Q: 3 clusters Score -342722.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -342766.281250 Penalty: 816.793884
	Iteration 12Q: 3 clusters Score -342766.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -342797.031250 Penalty: 816.793884
	Iteration 13Q: 3 clusters Score -342797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -342811.125000 Penalty: 816.793884
	Iteration 14Q: 3 clusters Score -342811.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -342817.062500 Penalty: 816.793884
	Iteration 15Q: 3 clusters Score -342817.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -342826.218750 Penalty: 816.793884
	Iteration 16Q: 3 clusters Score -342826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -342832.625000 Penalty: 816.793884
	Iteration 17Q: 3 clusters Score -342832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -342838.156250 Penalty: 816.793884
	Iteration 18Q: 3 clusters Score -342838.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -342843.875000 Penalty: 816.793884
	Iteration 19Q: 3 clusters Score -342843.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -342848.187500 Penalty: 816.793884
	Iteration 20F: 3 clusters Score -342848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -342850.343750 Penalty: 816.793884
	Iteration 21Q: 3 clusters Score -342850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -342853.031250 Penalty: 816.793884
	Iteration 22Q: 3 clusters Score -342853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -342854.562500 Penalty: 816.793884
	Iteration 23Q: 3 clusters Score -342854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -342856.562500 Penalty: 816.793884
	Iteration 24Q: 3 clusters Score -342856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -342857.281250 Penalty: 816.793884
	Iteration 25Q: 3 clusters Score -342857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -342856.906250 Penalty: 816.793884
	Iteration 26Q: 3 clusters Score -342856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -342857.593750 Penalty: 816.793884
	Iteration 27Q: 3 clusters Score -342857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -342858.031250 Penalty: 816.793884
	Iteration 28Q: 3 clusters Score -342858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -342858.718750 Penalty: 816.793884
	Iteration 29Q: 3 clusters Score -342858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -342858.562500 Penalty: 816.793884
	Iteration 30Q: 3 clusters Score -342858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -342858.468750 Penalty: 816.793884
	Iteration 31Q: 3 clusters Score -342858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -342858.687500 Penalty: 816.793884
	Iteration 32Q: 3 clusters Score -342858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -342858.687500 Penalty: 816.793884
	Iteration 33F: 3 clusters Score -342858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -228669.078125 Penalty: 389.907990
	Iteration 0F: 2 clusters Score -228669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -225084.156250 Penalty: 779.815979
	Iteration 0F: 3 clusters Score -225084.2 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -226358.531250 Penalty: 779.815979
	Iteration 1F: 3 clusters Score -226358.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -226455.515625 Penalty: 779.815979
	Iteration 2F: 3 clusters Score -226455.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -226551.515625 Penalty: 779.815979
	Iteration 3Q: 3 clusters Score -226551.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -226646.968750 Penalty: 779.815979
	Iteration 4Q: 3 clusters Score -226647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -226782.906250 Penalty: 779.815979
	Iteration 5Q: 3 clusters Score -226782.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -226983.046875 Penalty: 779.815979
	Iteration 6F: 3 clusters Score -226983 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -227226.359375 Penalty: 779.815979
	Iteration 7F: 3 clusters Score -227226.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227454.109375 Penalty: 779.815979
	Iteration 8F: 3 clusters Score -227454.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -227665.765625 Penalty: 779.815979
	Iteration 9Q: 3 clusters Score -227665.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227860.046875 Penalty: 779.815979
	Iteration 10Q: 3 clusters Score -227860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -227981.484375 Penalty: 779.815979
	Iteration 11Q: 3 clusters Score -227981.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -228073.546875 Penalty: 779.815979
	Iteration 12Q: 3 clusters Score -228073.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -228138.078125 Penalty: 779.815979
	Iteration 13Q: 3 clusters Score -228138.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -228198.671875 Penalty: 779.815979
	Iteration 14Q: 3 clusters Score -228198.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -228240.093750 Penalty: 779.815979
	Iteration 15Q: 3 clusters Score -228240.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -228261.578125 Penalty: 779.815979
	Iteration 16Q: 3 clusters Score -228261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -228273.968750 Penalty: 779.815979
	Iteration 17Q: 3 clusters Score -228274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -228288.406250 Penalty: 779.815979
	Iteration 18Q: 3 clusters Score -228288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -228306.921875 Penalty: 779.815979
	Iteration 19Q: 3 clusters Score -228306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -228312.500000 Penalty: 779.815979
	Iteration 20F: 3 clusters Score -228312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -228314.265625 Penalty: 779.815979
	Iteration 21Q: 3 clusters Score -228314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -228314.984375 Penalty: 779.815979
	Iteration 22Q: 3 clusters Score -228315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -228314.984375 Penalty: 779.815979
	Iteration 23F: 3 clusters Score -228315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 98910 members 
Mstep: Class 3 contains 25890 members 
Mstep: Class 4 contains 110903 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 21410 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40165 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41428 members 
Mstep: Class 13 contains 297117 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 296014 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16930 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7909 members 
Mstep: Class 20 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957056.000000 Penalty: 12671.912109
Iteration 439Q: 21 clusters Score -4.695706e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 98916 members 
Mstep: Class 3 contains 25890 members 
Mstep: Class 4 contains 111027 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73848 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40163 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41415 members 
Mstep: Class 13 contains 296975 members 
Mstep: Class 14 contains 11863 members 
Mstep: Class 15 contains 296162 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16927 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957012.000000 Penalty: 12671.912109
Iteration 440F: 21 clusters Score -4.695701e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 98935 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 111147 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73737 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41399 members 
Mstep: Class 13 contains 296878 members 
Mstep: Class 14 contains 11869 members 
Mstep: Class 15 contains 296261 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16922 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 20 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957156.000000 Penalty: 12671.912109
Iteration 441Q: 21 clusters Score -4.695716e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 98956 members 
Mstep: Class 3 contains 25885 members 
Mstep: Class 4 contains 111281 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73601 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40159 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41392 members 
Mstep: Class 13 contains 296835 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 296303 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16910 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957056.000000 Penalty: 12671.912109
Iteration 442Q: 21 clusters Score -4.695706e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 98982 members 
Mstep: Class 3 contains 25889 members 
Mstep: Class 4 contains 111405 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73460 members 
Mstep: Class 7 contains 21410 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40156 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41393 members 
Mstep: Class 13 contains 296739 members 
Mstep: Class 14 contains 11878 members 
Mstep: Class 15 contains 296396 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16898 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46957008.000000 Penalty: 12671.912109
Iteration 443Q: 21 clusters Score -4.695701e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 98997 members 
Mstep: Class 3 contains 25891 members 
Mstep: Class 4 contains 111538 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73323 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40157 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41402 members 
Mstep: Class 13 contains 296622 members 
Mstep: Class 14 contains 11878 members 
Mstep: Class 15 contains 296497 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16884 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
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Iteration 444Q: 21 clusters Score -4.695695e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 99013 members 
Mstep: Class 3 contains 25891 members 
Mstep: Class 4 contains 111669 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73203 members 
Mstep: Class 7 contains 21414 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 41398 members 
Mstep: Class 13 contains 296530 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 296555 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16880 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
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Iteration 445Q: 21 clusters Score -4.695698e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 99044 members 
Mstep: Class 3 contains 25898 members 
Mstep: Class 4 contains 111756 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73104 members 
Mstep: Class 7 contains 21413 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41379 members 
Mstep: Class 13 contains 296393 members 
Mstep: Class 14 contains 11892 members 
Mstep: Class 15 contains 296692 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16878 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
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Iteration 446Q: 21 clusters Score -4.695688e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 99062 members 
Mstep: Class 3 contains 25904 members 
Mstep: Class 4 contains 111863 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 73008 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40151 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 41352 members 
Mstep: Class 13 contains 296257 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 296812 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7964 members 
Mstep: Class 20 contains 5264 members 
Entering Unmasked Estep 
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Iteration 447Q: 21 clusters Score -4.695686e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 99090 members 
Mstep: Class 3 contains 25902 members 
Mstep: Class 4 contains 111961 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72920 members 
Mstep: Class 7 contains 21408 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 41321 members 
Mstep: Class 13 contains 296134 members 
Mstep: Class 14 contains 11932 members 
Mstep: Class 15 contains 296906 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 5260 members 
Entering Unmasked Estep 
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Iteration 448Q: 21 clusters Score -4.695678e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 99121 members 
Mstep: Class 3 contains 25902 members 
Mstep: Class 4 contains 112046 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72826 members 
Mstep: Class 7 contains 21401 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 41285 members 
Mstep: Class 13 contains 296017 members 
Mstep: Class 14 contains 11956 members 
Mstep: Class 15 contains 297022 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 5260 members 
Entering Unmasked Estep 
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Iteration 449Q: 21 clusters Score -4.695676e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 99151 members 
Mstep: Class 3 contains 25908 members 
Mstep: Class 4 contains 112124 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72754 members 
Mstep: Class 7 contains 21396 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 41251 members 
Mstep: Class 13 contains 295902 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 297128 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 16850 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 5260 members 
Entering Unmasked Estep 
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Iteration 450Q: 21 clusters Score -4.695664e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 99177 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 4 contains 112191 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72666 members 
Mstep: Class 7 contains 21394 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40152 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 41206 members 
Mstep: Class 13 contains 295802 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 297249 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 16845 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 5262 members 
Entering Unmasked Estep 
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Iteration 451Q: 21 clusters Score -4.695665e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 99209 members 
Mstep: Class 3 contains 25943 members 
Mstep: Class 4 contains 112240 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72605 members 
Mstep: Class 7 contains 21388 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40154 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 41142 members 
Mstep: Class 13 contains 295700 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 297387 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 16840 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7981 members 
Mstep: Class 20 contains 5272 members 
Entering Unmasked Estep 
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Iteration 452Q: 21 clusters Score -4.695668e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 99229 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 112314 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72528 members 
Mstep: Class 7 contains 21377 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40156 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 41099 members 
Mstep: Class 13 contains 295614 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 297500 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16834 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 5278 members 
Entering Unmasked Estep 
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Iteration 453Q: 21 clusters Score -4.69567e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 99239 members 
Mstep: Class 3 contains 25981 members 
Mstep: Class 4 contains 112412 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72465 members 
Mstep: Class 7 contains 21370 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41051 members 
Mstep: Class 13 contains 295536 members 
Mstep: Class 14 contains 12061 members 
Mstep: Class 15 contains 297566 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16837 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 20 contains 5285 members 
Entering Unmasked Estep 
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Iteration 454Q: 21 clusters Score -4.695661e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 99250 members 
Mstep: Class 3 contains 25994 members 
Mstep: Class 4 contains 112501 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72408 members 
Mstep: Class 7 contains 21366 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40164 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 41009 members 
Mstep: Class 13 contains 295482 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 297613 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 5289 members 
Entering Unmasked Estep 
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Iteration 455Q: 21 clusters Score -4.695657e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 99259 members 
Mstep: Class 3 contains 26011 members 
Mstep: Class 4 contains 112602 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72353 members 
Mstep: Class 7 contains 21363 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 40961 members 
Mstep: Class 13 contains 295468 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 297611 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16840 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 5302 members 
Entering Unmasked Estep 
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Iteration 456Q: 21 clusters Score -4.695659e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 99262 members 
Mstep: Class 3 contains 26022 members 
Mstep: Class 4 contains 112693 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72303 members 
Mstep: Class 7 contains 21360 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40165 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 40906 members 
Mstep: Class 13 contains 295424 members 
Mstep: Class 14 contains 12099 members 
Mstep: Class 15 contains 297643 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16841 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 5314 members 
Entering Unmasked Estep 
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Iteration 457Q: 21 clusters Score -4.695656e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 99260 members 
Mstep: Class 3 contains 26037 members 
Mstep: Class 4 contains 112796 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72248 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40163 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 40859 members 
Mstep: Class 13 contains 295425 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 297634 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16846 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 5323 members 
Entering Unmasked Estep 
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Iteration 458Q: 21 clusters Score -4.695652e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 99269 members 
Mstep: Class 3 contains 26046 members 
Mstep: Class 4 contains 112904 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 21358 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40161 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 40812 members 
Mstep: Class 13 contains 295417 members 
Mstep: Class 14 contains 12095 members 
Mstep: Class 15 contains 297606 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16848 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 5336 members 
Entering Unmasked Estep 
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Iteration 459Q: 21 clusters Score -4.695653e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 99266 members 
Mstep: Class 3 contains 26054 members 
Mstep: Class 4 contains 112995 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72189 members 
Mstep: Class 7 contains 21358 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40163 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 40759 members 
Mstep: Class 13 contains 295384 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 297614 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16847 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 5347 members 
Entering Unmasked Estep 
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Iteration 460F: 21 clusters Score -4.69565e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 99262 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 113087 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72172 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40162 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 295342 members 
Mstep: Class 14 contains 12086 members 
Mstep: Class 15 contains 297631 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16847 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 5360 members 
Entering Unmasked Estep 
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Iteration 461Q: 21 clusters Score -4.695647e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 99249 members 
Mstep: Class 3 contains 26073 members 
Mstep: Class 4 contains 113182 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72127 members 
Mstep: Class 7 contains 21358 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40164 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 295312 members 
Mstep: Class 14 contains 12086 members 
Mstep: Class 15 contains 297659 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16846 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 5366 members 
Entering Unmasked Estep 
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Iteration 462Q: 21 clusters Score -4.695642e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 99234 members 
Mstep: Class 3 contains 26079 members 
Mstep: Class 4 contains 113263 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72066 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40163 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 40597 members 
Mstep: Class 13 contains 295264 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 297720 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16845 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 5380 members 
Entering Unmasked Estep 
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Iteration 463Q: 21 clusters Score -4.69564e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 99233 members 
Mstep: Class 3 contains 26088 members 
Mstep: Class 4 contains 113331 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 72005 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 40163 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 40544 members 
Mstep: Class 13 contains 295240 members 
Mstep: Class 14 contains 12078 members 
Mstep: Class 15 contains 297777 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16841 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 5393 members 
Entering Unmasked Estep 
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Iteration 464Q: 21 clusters Score -4.695634e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 99232 members 
Mstep: Class 3 contains 26097 members 
Mstep: Class 4 contains 113391 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71954 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40157 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 40480 members 
Mstep: Class 13 contains 295181 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 297866 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16843 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 5417 members 
Entering Unmasked Estep 
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Iteration 465Q: 21 clusters Score -4.695641e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 99225 members 
Mstep: Class 3 contains 26103 members 
Mstep: Class 4 contains 113437 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71887 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40153 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 40429 members 
Mstep: Class 13 contains 295126 members 
Mstep: Class 14 contains 12061 members 
Mstep: Class 15 contains 297979 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 16839 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 5442 members 
Entering Unmasked Estep 
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Iteration 466Q: 21 clusters Score -4.695642e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 99213 members 
Mstep: Class 3 contains 26108 members 
Mstep: Class 4 contains 113487 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71848 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40147 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 40375 members 
Mstep: Class 13 contains 295054 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 298100 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 16828 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 5457 members 
Entering Unmasked Estep 
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Iteration 467Q: 21 clusters Score -4.695635e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 99213 members 
Mstep: Class 3 contains 26114 members 
Mstep: Class 4 contains 113512 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71787 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40143 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 40355 members 
Mstep: Class 13 contains 294947 members 
Mstep: Class 14 contains 12032 members 
Mstep: Class 15 contains 298263 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 16823 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 5472 members 
Entering Unmasked Estep 
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Iteration 468Q: 21 clusters Score -4.695631e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 99212 members 
Mstep: Class 3 contains 26121 members 
Mstep: Class 4 contains 113560 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71729 members 
Mstep: Class 7 contains 21354 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40139 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 40333 members 
Mstep: Class 13 contains 294837 members 
Mstep: Class 14 contains 12008 members 
Mstep: Class 15 contains 298405 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 16819 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
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Iteration 469Q: 21 clusters Score -4.695634e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 99214 members 
Mstep: Class 3 contains 26124 members 
Mstep: Class 4 contains 113597 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71660 members 
Mstep: Class 7 contains 21351 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40141 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 40318 members 
Mstep: Class 13 contains 294734 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 298561 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 16812 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8074 members 
Mstep: Class 20 contains 5518 members 
Entering Unmasked Estep 
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Iteration 470Q: 21 clusters Score -4.695634e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 99213 members 
Mstep: Class 3 contains 26135 members 
Mstep: Class 4 contains 113646 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71622 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40136 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 40296 members 
Mstep: Class 13 contains 294602 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 298702 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16806 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 5542 members 
Entering Unmasked Estep 
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Iteration 471Q: 21 clusters Score -4.695618e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 99210 members 
Mstep: Class 3 contains 26154 members 
Mstep: Class 4 contains 113716 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71588 members 
Mstep: Class 7 contains 21348 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40135 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 40261 members 
Mstep: Class 13 contains 294484 members 
Mstep: Class 14 contains 11968 members 
Mstep: Class 15 contains 298806 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16805 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956148.000000 Penalty: 12671.912109
Iteration 472Q: 21 clusters Score -4.695615e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 99209 members 
Mstep: Class 3 contains 26175 members 
Mstep: Class 4 contains 113766 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71554 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40137 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 40233 members 
Mstep: Class 13 contains 294359 members 
Mstep: Class 14 contains 11954 members 
Mstep: Class 15 contains 298931 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16801 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8094 members 
Mstep: Class 20 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956108.000000 Penalty: 12671.912109
Iteration 473Q: 21 clusters Score -4.695611e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 99224 members 
Mstep: Class 3 contains 26193 members 
Mstep: Class 4 contains 113818 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71524 members 
Mstep: Class 7 contains 21345 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40143 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 40198 members 
Mstep: Class 13 contains 294228 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 299046 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16795 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46956108.000000 Penalty: 12671.912109
Iteration 474Q: 21 clusters Score -4.695611e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 99229 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 113901 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71493 members 
Mstep: Class 7 contains 21347 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40148 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 12 contains 40164 members 
Mstep: Class 13 contains 294079 members 
Mstep: Class 14 contains 11956 members 
Mstep: Class 15 contains 299149 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16798 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955960.000000 Penalty: 12671.912109
Iteration 475Q: 21 clusters Score -4.695596e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 99224 members 
Mstep: Class 3 contains 26211 members 
Mstep: Class 4 contains 113966 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71451 members 
Mstep: Class 7 contains 21348 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40157 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 40131 members 
Mstep: Class 13 contains 293917 members 
Mstep: Class 14 contains 11956 members 
Mstep: Class 15 contains 299306 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 16799 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 20 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955776.000000 Penalty: 12671.912109
Iteration 476Q: 21 clusters Score -4.695578e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 99237 members 
Mstep: Class 3 contains 26229 members 
Mstep: Class 4 contains 114005 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 6 contains 71418 members 
Mstep: Class 7 contains 21344 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40168 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 40101 members 
Mstep: Class 13 contains 293751 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 299466 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 16799 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8140 members 
Mstep: Class 20 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955692.000000 Penalty: 12671.912109
Iteration 477Q: 21 clusters Score -4.695569e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 99235 members 
Mstep: Class 3 contains 26250 members 
Mstep: Class 4 contains 114040 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40174 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 293605 members 
Mstep: Class 14 contains 11954 members 
Mstep: Class 15 contains 299628 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 16799 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8154 members 
Mstep: Class 20 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955612.000000 Penalty: 12671.912109
Iteration 478Q: 21 clusters Score -4.695561e+07 nChanged 680
Entering ConstructFrom: 
Score: -46955612.000000 Penalty: 12671.912109
Entering ConstructFrom: 
Trying to split cluster 1 (59526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Entering Unmasked Estep 
Score: -2638233.750000 Penalty: 500.234650
	Iteration 0F: 2 clusters Score -2638234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -2598044.000000 Penalty: 1000.469299
	Iteration 0F: 3 clusters Score -2598044 nChanged 29002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2615430.500000 Penalty: 1000.469299
	Iteration 1F: 3 clusters Score -2615430 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2616298.750000 Penalty: 1000.469299
	Iteration 2Q: 3 clusters Score -2616299 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2617552.750000 Penalty: 1000.469299
	Iteration 3Q: 3 clusters Score -2617553 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2619683.000000 Penalty: 1000.469299
	Iteration 4F: 3 clusters Score -2619683 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2622837.250000 Penalty: 1000.469299
	Iteration 5F: 3 clusters Score -2622837 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2625761.250000 Penalty: 1000.469299
	Iteration 6F: 3 clusters Score -2625761 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2627163.500000 Penalty: 1000.469299
	Iteration 7Q: 3 clusters Score -2627164 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2627616.500000 Penalty: 1000.469299
	Iteration 8Q: 3 clusters Score -2627616 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2627913.250000 Penalty: 1000.469299
	Iteration 9Q: 3 clusters Score -2627913 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2628225.000000 Penalty: 1000.469299
	Iteration 10Q: 3 clusters Score -2628225 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2628587.500000 Penalty: 1000.469299
	Iteration 11Q: 3 clusters Score -2628588 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2629005.250000 Penalty: 1000.469299
	Iteration 12Q: 3 clusters Score -2629005 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2629449.000000 Penalty: 1000.469299
	Iteration 13Q: 3 clusters Score -2629449 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2629921.750000 Penalty: 1000.469299
	Iteration 14Q: 3 clusters Score -2629922 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2630482.500000 Penalty: 1000.469299
	Iteration 15Q: 3 clusters Score -2630482 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2631075.500000 Penalty: 1000.469299
	Iteration 16Q: 3 clusters Score -2631076 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2631721.750000 Penalty: 1000.469299
	Iteration 17Q: 3 clusters Score -2631722 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2632492.500000 Penalty: 1000.469299
	Iteration 18Q: 3 clusters Score -2632492 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2633271.500000 Penalty: 1000.469299
	Iteration 19Q: 3 clusters Score -2633272 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2634080.250000 Penalty: 1000.469299
	Iteration 20F: 3 clusters Score -2634080 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2634862.500000 Penalty: 1000.469299
	Iteration 21Q: 3 clusters Score -2634862 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2635530.250000 Penalty: 1000.469299
	Iteration 22Q: 3 clusters Score -2635530 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2636145.250000 Penalty: 1000.469299
	Iteration 23Q: 3 clusters Score -2636145 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2636665.500000 Penalty: 1000.469299
	Iteration 24Q: 3 clusters Score -2636666 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2637071.000000 Penalty: 1000.469299
	Iteration 25Q: 3 clusters Score -2637071 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2637394.250000 Penalty: 1000.469299
	Iteration 26Q: 3 clusters Score -2637394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2637556.000000 Penalty: 1000.469299
	Iteration 27Q: 3 clusters Score -2637556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2637672.750000 Penalty: 1000.469299
	Iteration 28Q: 3 clusters Score -2637673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2637708.750000 Penalty: 1000.469299
	Iteration 29Q: 3 clusters Score -2637709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2637731.750000 Penalty: 1000.469299
	Iteration 30Q: 3 clusters Score -2637732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2637751.000000 Penalty: 1000.469299
	Iteration 31Q: 3 clusters Score -2637751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2637756.250000 Penalty: 1000.469299
	Iteration 32Q: 3 clusters Score -2637756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2637762.500000 Penalty: 1000.469299
	Iteration 33Q: 3 clusters Score -2637762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2637766.500000 Penalty: 1000.469299
	Iteration 34Q: 3 clusters Score -2637766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2637768.750000 Penalty: 1000.469299
	Iteration 35Q: 3 clusters Score -2637769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2637771.500000 Penalty: 1000.469299
	Iteration 36Q: 3 clusters Score -2637772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2637775.500000 Penalty: 1000.469299
	Iteration 37Q: 3 clusters Score -2637776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2637775.000000 Penalty: 1000.469299
	Iteration 38Q: 3 clusters Score -2637775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2637776.250000 Penalty: 1000.469299
	Iteration 39Q: 3 clusters Score -2637776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2637777.250000 Penalty: 1000.469299
	Iteration 40F: 3 clusters Score -2637777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2637782.750000 Penalty: 1000.469299
	Iteration 41Q: 3 clusters Score -2637783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2637782.750000 Penalty: 1000.469299
	Iteration 42F: 3 clusters Score -2637783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Entering Unmasked Estep 
Score: -4431670.000000 Penalty: 523.495117
	Iteration 0F: 2 clusters Score -4431670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -4364749.500000 Penalty: 1046.990234
	Iteration 0F: 3 clusters Score -4364750 nChanged 48353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -4393915.000000 Penalty: 1046.990234
	Iteration 1F: 3 clusters Score -4393915 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -4395454.000000 Penalty: 1046.990234
	Iteration 2Q: 3 clusters Score -4395454 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -4397677.000000 Penalty: 1046.990234
	Iteration 3Q: 3 clusters Score -4397677 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -4401257.500000 Penalty: 1046.990234
	Iteration 4F: 3 clusters Score -4401258 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -4406614.000000 Penalty: 1046.990234
	Iteration 5F: 3 clusters Score -4406614 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -4412946.500000 Penalty: 1046.990234
	Iteration 6F: 3 clusters Score -4412946 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -4418067.500000 Penalty: 1046.990234
	Iteration 7F: 3 clusters Score -4418068 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -4420667.500000 Penalty: 1046.990234
	Iteration 8Q: 3 clusters Score -4420668 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -4422008.000000 Penalty: 1046.990234
	Iteration 9Q: 3 clusters Score -4422008 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -4423181.000000 Penalty: 1046.990234
	Iteration 10Q: 3 clusters Score -4423181 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -4424303.000000 Penalty: 1046.990234
	Iteration 11Q: 3 clusters Score -4424303 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -4425301.500000 Penalty: 1046.990234
	Iteration 12Q: 3 clusters Score -4425302 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -4426223.500000 Penalty: 1046.990234
	Iteration 13Q: 3 clusters Score -4426224 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -4426989.000000 Penalty: 1046.990234
	Iteration 14Q: 3 clusters Score -4426989 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -4427562.000000 Penalty: 1046.990234
	Iteration 15Q: 3 clusters Score -4427562 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -4428029.500000 Penalty: 1046.990234
	Iteration 16Q: 3 clusters Score -4428030 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -4428387.000000 Penalty: 1046.990234
	Iteration 17Q: 3 clusters Score -4428387 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -4428687.000000 Penalty: 1046.990234
	Iteration 18Q: 3 clusters Score -4428687 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -4428953.000000 Penalty: 1046.990234
	Iteration 19Q: 3 clusters Score -4428953 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -4429197.500000 Penalty: 1046.990234
	Iteration 20F: 3 clusters Score -4429198 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -4429390.500000 Penalty: 1046.990234
	Iteration 21Q: 3 clusters Score -4429390 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -4429562.000000 Penalty: 1046.990234
	Iteration 22Q: 3 clusters Score -4429562 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -4429697.500000 Penalty: 1046.990234
	Iteration 23Q: 3 clusters Score -4429698 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -4429833.000000 Penalty: 1046.990234
	Iteration 24Q: 3 clusters Score -4429833 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -4429954.500000 Penalty: 1046.990234
	Iteration 25Q: 3 clusters Score -4429954 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -4430114.000000 Penalty: 1046.990234
	Iteration 26Q: 3 clusters Score -4430114 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -4430253.000000 Penalty: 1046.990234
	Iteration 27Q: 3 clusters Score -4430253 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -4430395.000000 Penalty: 1046.990234
	Iteration 28Q: 3 clusters Score -4430395 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -4430555.500000 Penalty: 1046.990234
	Iteration 29Q: 3 clusters Score -4430556 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -4430687.500000 Penalty: 1046.990234
	Iteration 30Q: 3 clusters Score -4430688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -4430786.500000 Penalty: 1046.990234
	Iteration 31Q: 3 clusters Score -4430786 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -4430861.500000 Penalty: 1046.990234
	Iteration 32Q: 3 clusters Score -4430862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -4430946.500000 Penalty: 1046.990234
	Iteration 33Q: 3 clusters Score -4430946 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -4431001.000000 Penalty: 1046.990234
	Iteration 34Q: 3 clusters Score -4431001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -4431035.500000 Penalty: 1046.990234
	Iteration 35Q: 3 clusters Score -4431036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -4431074.000000 Penalty: 1046.990234
	Iteration 36Q: 3 clusters Score -4431074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -4431116.000000 Penalty: 1046.990234
	Iteration 37Q: 3 clusters Score -4431116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -4431138.500000 Penalty: 1046.990234
	Iteration 38Q: 3 clusters Score -4431138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -4431160.000000 Penalty: 1046.990234
	Iteration 39Q: 3 clusters Score -4431160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -4431180.000000 Penalty: 1046.990234
	Iteration 40F: 3 clusters Score -4431180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -4431198.000000 Penalty: 1046.990234
	Iteration 41Q: 3 clusters Score -4431198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -4431219.500000 Penalty: 1046.990234
	Iteration 42Q: 3 clusters Score -4431220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -4431239.000000 Penalty: 1046.990234
	Iteration 43Q: 3 clusters Score -4431239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -4431247.500000 Penalty: 1046.990234
	Iteration 44Q: 3 clusters Score -4431248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -4431251.500000 Penalty: 1046.990234
	Iteration 45Q: 3 clusters Score -4431252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -4431252.500000 Penalty: 1046.990234
	Iteration 46Q: 3 clusters Score -4431252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -4431255.000000 Penalty: 1046.990234
	Iteration 47Q: 3 clusters Score -4431255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -4431257.000000 Penalty: 1046.990234
	Iteration 48Q: 3 clusters Score -4431257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -4431261.500000 Penalty: 1046.990234
	Iteration 49Q: 3 clusters Score -4431262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -4431267.000000 Penalty: 1046.990234
	Iteration 50Q: 3 clusters Score -4431267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -4431271.500000 Penalty: 1046.990234
	Iteration 51Q: 3 clusters Score -4431272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -4431274.500000 Penalty: 1046.990234
	Iteration 52Q: 3 clusters Score -4431274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -4431271.000000 Penalty: 1046.990234
	Iteration 53Q: 3 clusters Score -4431271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -4431271.000000 Penalty: 1046.990234
	Iteration 54Q: 3 clusters Score -4431271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -4431273.500000 Penalty: 1046.990234
	Iteration 55Q: 3 clusters Score -4431274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -4431269.000000 Penalty: 1046.990234
	Iteration 56Q: 3 clusters Score -4431269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -4431271.000000 Penalty: 1046.990234
	Iteration 57Q: 3 clusters Score -4431271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -4431274.500000 Penalty: 1046.990234
	Iteration 58Q: 3 clusters Score -4431274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -4431274.500000 Penalty: 1046.990234
	Iteration 59F: 3 clusters Score -4431274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Entering Unmasked Estep 
Score: -1158495.125000 Penalty: 463.011108
	Iteration 0F: 2 clusters Score -1158495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1140838.125000 Penalty: 926.022217
	Iteration 0F: 3 clusters Score -1140838 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1148074.625000 Penalty: 926.022217
	Iteration 1F: 3 clusters Score -1148075 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1148419.750000 Penalty: 926.022217
	Iteration 2Q: 3 clusters Score -1148420 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1148911.500000 Penalty: 926.022217
	Iteration 3Q: 3 clusters Score -1148912 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1149731.000000 Penalty: 926.022217
	Iteration 4F: 3 clusters Score -1149731 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1150972.000000 Penalty: 926.022217
	Iteration 5F: 3 clusters Score -1150972 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1152328.750000 Penalty: 926.022217
	Iteration 6F: 3 clusters Score -1152329 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1153074.500000 Penalty: 926.022217
	Iteration 7F: 3 clusters Score -1153074 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1153318.750000 Penalty: 926.022217
	Iteration 8Q: 3 clusters Score -1153319 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1153397.875000 Penalty: 926.022217
	Iteration 9Q: 3 clusters Score -1153398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1153455.500000 Penalty: 926.022217
	Iteration 10Q: 3 clusters Score -1153456 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1153494.000000 Penalty: 926.022217
	Iteration 11Q: 3 clusters Score -1153494 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1153541.750000 Penalty: 926.022217
	Iteration 12Q: 3 clusters Score -1153542 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1153608.125000 Penalty: 926.022217
	Iteration 13Q: 3 clusters Score -1153608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1153685.875000 Penalty: 926.022217
	Iteration 14Q: 3 clusters Score -1153686 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1153775.000000 Penalty: 926.022217
	Iteration 15Q: 3 clusters Score -1153775 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1153872.000000 Penalty: 926.022217
	Iteration 16Q: 3 clusters Score -1153872 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1153983.125000 Penalty: 926.022217
	Iteration 17Q: 3 clusters Score -1153983 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1154111.875000 Penalty: 926.022217
	Iteration 18Q: 3 clusters Score -1154112 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1154256.125000 Penalty: 926.022217
	Iteration 19Q: 3 clusters Score -1154256 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1154426.375000 Penalty: 926.022217
	Iteration 20F: 3 clusters Score -1154426 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1154612.625000 Penalty: 926.022217
	Iteration 21Q: 3 clusters Score -1154613 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1154801.750000 Penalty: 926.022217
	Iteration 22Q: 3 clusters Score -1154802 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1155025.250000 Penalty: 926.022217
	Iteration 23Q: 3 clusters Score -1155025 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -1155281.750000 Penalty: 926.022217
	Iteration 24Q: 3 clusters Score -1155282 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -1155592.875000 Penalty: 926.022217
	Iteration 25Q: 3 clusters Score -1155593 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -1155936.125000 Penalty: 926.022217
	Iteration 26Q: 3 clusters Score -1155936 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -1156270.500000 Penalty: 926.022217
	Iteration 27Q: 3 clusters Score -1156270 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -1156573.750000 Penalty: 926.022217
	Iteration 28Q: 3 clusters Score -1156574 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1156861.000000 Penalty: 926.022217
	Iteration 29Q: 3 clusters Score -1156861 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -1157101.750000 Penalty: 926.022217
	Iteration 30Q: 3 clusters Score -1157102 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -1157284.250000 Penalty: 926.022217
	Iteration 31Q: 3 clusters Score -1157284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -1157443.125000 Penalty: 926.022217
	Iteration 32Q: 3 clusters Score -1157443 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -1157565.250000 Penalty: 926.022217
	Iteration 33Q: 3 clusters Score -1157565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -1157683.625000 Penalty: 926.022217
	Iteration 34Q: 3 clusters Score -1157684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -1157770.500000 Penalty: 926.022217
	Iteration 35Q: 3 clusters Score -1157770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1157832.000000 Penalty: 926.022217
	Iteration 36Q: 3 clusters Score -1157832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -1157877.250000 Penalty: 926.022217
	Iteration 37Q: 3 clusters Score -1157877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -1157924.750000 Penalty: 926.022217
	Iteration 38Q: 3 clusters Score -1157925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -1157958.875000 Penalty: 926.022217
	Iteration 39Q: 3 clusters Score -1157959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -1157985.625000 Penalty: 926.022217
	Iteration 40F: 3 clusters Score -1157986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -1158004.375000 Penalty: 926.022217
	Iteration 41Q: 3 clusters Score -1158004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -1158019.625000 Penalty: 926.022217
	Iteration 42Q: 3 clusters Score -1158020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1158033.125000 Penalty: 926.022217
	Iteration 43Q: 3 clusters Score -1158033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1158043.500000 Penalty: 926.022217
	Iteration 44Q: 3 clusters Score -1158044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -1158051.500000 Penalty: 926.022217
	Iteration 45Q: 3 clusters Score -1158052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -1158058.375000 Penalty: 926.022217
	Iteration 46Q: 3 clusters Score -1158058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1158063.750000 Penalty: 926.022217
	Iteration 47Q: 3 clusters Score -1158064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -1158072.375000 Penalty: 926.022217
	Iteration 48Q: 3 clusters Score -1158072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1158074.000000 Penalty: 926.022217
	Iteration 49Q: 3 clusters Score -1158074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -1158076.875000 Penalty: 926.022217
	Iteration 50Q: 3 clusters Score -1158077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1158079.000000 Penalty: 926.022217
	Iteration 51Q: 3 clusters Score -1158079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -1158079.500000 Penalty: 926.022217
	Iteration 52Q: 3 clusters Score -1158080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -1158084.875000 Penalty: 926.022217
	Iteration 53Q: 3 clusters Score -1158085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -1158088.750000 Penalty: 926.022217
	Iteration 54Q: 3 clusters Score -1158089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -1158091.375000 Penalty: 926.022217
	Iteration 55Q: 3 clusters Score -1158091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -1158093.375000 Penalty: 926.022217
	Iteration 56Q: 3 clusters Score -1158093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -1158098.625000 Penalty: 926.022217
	Iteration 57Q: 3 clusters Score -1158099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1158098.250000 Penalty: 926.022217
	Iteration 58Q: 3 clusters Score -1158098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -1158099.375000 Penalty: 926.022217
	Iteration 59Q: 3 clusters Score -1158099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -1158099.375000 Penalty: 926.022217
	Iteration 60F: 3 clusters Score -1158099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Entering Unmasked Estep 
Score: -5149016.500000 Penalty: 529.829041
	Iteration 0F: 2 clusters Score -5149016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -5071567.500000 Penalty: 1059.658081
	Iteration 0F: 3 clusters Score -5071568 nChanged 55943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -5107394.000000 Penalty: 1059.658081
	Iteration 1F: 3 clusters Score -5107394 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5110668.500000 Penalty: 1059.658081
	Iteration 2F: 3 clusters Score -5110668 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5116900.000000 Penalty: 1059.658081
	Iteration 3F: 3 clusters Score -5116900 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5126659.000000 Penalty: 1059.658081
	Iteration 4F: 3 clusters Score -5126659 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5137424.000000 Penalty: 1059.658081
	Iteration 5F: 3 clusters Score -5137424 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5144544.500000 Penalty: 1059.658081
	Iteration 6F: 3 clusters Score -5144544 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5147380.000000 Penalty: 1059.658081
	Iteration 7Q: 3 clusters Score -5147380 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5148217.500000 Penalty: 1059.658081
	Iteration 8Q: 3 clusters Score -5148218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5148423.500000 Penalty: 1059.658081
	Iteration 9Q: 3 clusters Score -5148424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5148497.000000 Penalty: 1059.658081
	Iteration 10Q: 3 clusters Score -5148497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5148511.000000 Penalty: 1059.658081
	Iteration 11Q: 3 clusters Score -5148511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5148526.000000 Penalty: 1059.658081
	Iteration 12Q: 3 clusters Score -5148526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5148537.500000 Penalty: 1059.658081
	Iteration 13Q: 3 clusters Score -5148538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5148537.500000 Penalty: 1059.658081
	Iteration 14Q: 3 clusters Score -5148538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5148546.500000 Penalty: 1059.658081
	Iteration 15Q: 3 clusters Score -5148546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5148547.000000 Penalty: 1059.658081
	Iteration 16Q: 3 clusters Score -5148547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5148553.000000 Penalty: 1059.658081
	Iteration 17Q: 3 clusters Score -5148553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5148554.000000 Penalty: 1059.658081
	Iteration 18Q: 3 clusters Score -5148554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5148554.000000 Penalty: 1059.658081
	Iteration 19F: 3 clusters Score -5148554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4425.905273 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4425.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4209.125488 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4209.125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4243.394043 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4243.394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4258.996094 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4258.996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4263.451660 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4263.452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4269.262207 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4269.262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4271.643555 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4271.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4272.739258 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4272.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4272.739258 Penalty: 437.165894
	Iteration 7F: 3 clusters Score -4272.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Entering Unmasked Estep 
Score: -3157337.000000 Penalty: 508.473450
	Iteration 0F: 2 clusters Score -3157337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3109182.750000 Penalty: 1016.946899
	Iteration 0F: 3 clusters Score -3109183 nChanged 34854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3129578.500000 Penalty: 1016.946899
	Iteration 1F: 3 clusters Score -3129578 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3129898.250000 Penalty: 1016.946899
	Iteration 2Q: 3 clusters Score -3129898 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3130221.250000 Penalty: 1016.946899
	Iteration 3Q: 3 clusters Score -3130221 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3130616.000000 Penalty: 1016.946899
	Iteration 4Q: 3 clusters Score -3130616 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -3131116.250000 Penalty: 1016.946899
	Iteration 5Q: 3 clusters Score -3131116 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3131829.500000 Penalty: 1016.946899
	Iteration 6Q: 3 clusters Score -3131830 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3132926.750000 Penalty: 1016.946899
	Iteration 7Q: 3 clusters Score -3132927 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3134691.500000 Penalty: 1016.946899
	Iteration 8Q: 3 clusters Score -3134692 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3137397.000000 Penalty: 1016.946899
	Iteration 9F: 3 clusters Score -3137397 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3140896.000000 Penalty: 1016.946899
	Iteration 10F: 3 clusters Score -3140896 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3143923.750000 Penalty: 1016.946899
	Iteration 11F: 3 clusters Score -3143924 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3145349.750000 Penalty: 1016.946899
	Iteration 12Q: 3 clusters Score -3145350 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3146074.750000 Penalty: 1016.946899
	Iteration 13Q: 3 clusters Score -3146075 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3146575.000000 Penalty: 1016.946899
	Iteration 14Q: 3 clusters Score -3146575 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3147129.500000 Penalty: 1016.946899
	Iteration 15Q: 3 clusters Score -3147130 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3147691.250000 Penalty: 1016.946899
	Iteration 16Q: 3 clusters Score -3147691 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3148342.750000 Penalty: 1016.946899
	Iteration 17Q: 3 clusters Score -3148343 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3149028.250000 Penalty: 1016.946899
	Iteration 18Q: 3 clusters Score -3149028 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3149757.000000 Penalty: 1016.946899
	Iteration 19Q: 3 clusters Score -3149757 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3150580.000000 Penalty: 1016.946899
	Iteration 20F: 3 clusters Score -3150580 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3151458.500000 Penalty: 1016.946899
	Iteration 21Q: 3 clusters Score -3151458 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3152380.000000 Penalty: 1016.946899
	Iteration 22Q: 3 clusters Score -3152380 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3153326.250000 Penalty: 1016.946899
	Iteration 23Q: 3 clusters Score -3153326 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3154172.500000 Penalty: 1016.946899
	Iteration 24Q: 3 clusters Score -3154172 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3154945.500000 Penalty: 1016.946899
	Iteration 25Q: 3 clusters Score -3154946 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3155556.750000 Penalty: 1016.946899
	Iteration 26Q: 3 clusters Score -3155557 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3156046.750000 Penalty: 1016.946899
	Iteration 27Q: 3 clusters Score -3156047 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3156395.000000 Penalty: 1016.946899
	Iteration 28Q: 3 clusters Score -3156395 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3156653.500000 Penalty: 1016.946899
	Iteration 29Q: 3 clusters Score -3156654 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3156764.000000 Penalty: 1016.946899
	Iteration 30Q: 3 clusters Score -3156764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3156814.250000 Penalty: 1016.946899
	Iteration 31Q: 3 clusters Score -3156814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3156840.000000 Penalty: 1016.946899
	Iteration 32Q: 3 clusters Score -3156840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3156864.250000 Penalty: 1016.946899
	Iteration 33Q: 3 clusters Score -3156864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3156880.750000 Penalty: 1016.946899
	Iteration 34Q: 3 clusters Score -3156881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3156888.250000 Penalty: 1016.946899
	Iteration 35Q: 3 clusters Score -3156888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3156898.000000 Penalty: 1016.946899
	Iteration 36Q: 3 clusters Score -3156898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3156901.500000 Penalty: 1016.946899
	Iteration 37Q: 3 clusters Score -3156902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3156907.500000 Penalty: 1016.946899
	Iteration 38Q: 3 clusters Score -3156908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3156909.000000 Penalty: 1016.946899
	Iteration 39Q: 3 clusters Score -3156909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3156911.250000 Penalty: 1016.946899
	Iteration 40F: 3 clusters Score -3156911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3156911.750000 Penalty: 1016.946899
	Iteration 41Q: 3 clusters Score -3156912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3156913.750000 Penalty: 1016.946899
	Iteration 42Q: 3 clusters Score -3156914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3156913.750000 Penalty: 1016.946899
	Iteration 43F: 3 clusters Score -3156914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Entering Unmasked Estep 
Score: -921734.375000 Penalty: 453.553009
	Iteration 0F: 2 clusters Score -921734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -907407.562500 Penalty: 907.106018
	Iteration 0F: 3 clusters Score -907407.6 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -913782.375000 Penalty: 907.106018
	Iteration 1F: 3 clusters Score -913782.4 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -914671.250000 Penalty: 907.106018
	Iteration 2F: 3 clusters Score -914671.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -915978.375000 Penalty: 907.106018
	Iteration 3F: 3 clusters Score -915978.4 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -917456.937500 Penalty: 907.106018
	Iteration 4F: 3 clusters Score -917456.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -918515.125000 Penalty: 907.106018
	Iteration 5F: 3 clusters Score -918515.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -919127.875000 Penalty: 907.106018
	Iteration 6Q: 3 clusters Score -919127.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -919401.437500 Penalty: 907.106018
	Iteration 7Q: 3 clusters Score -919401.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -919584.875000 Penalty: 907.106018
	Iteration 8Q: 3 clusters Score -919584.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -919776.375000 Penalty: 907.106018
	Iteration 9Q: 3 clusters Score -919776.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -919959.875000 Penalty: 907.106018
	Iteration 10Q: 3 clusters Score -919959.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -920139.937500 Penalty: 907.106018
	Iteration 11Q: 3 clusters Score -920139.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -920328.312500 Penalty: 907.106018
	Iteration 12Q: 3 clusters Score -920328.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -920474.312500 Penalty: 907.106018
	Iteration 13Q: 3 clusters Score -920474.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -920604.875000 Penalty: 907.106018
	Iteration 14Q: 3 clusters Score -920604.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -920687.437500 Penalty: 907.106018
	Iteration 15Q: 3 clusters Score -920687.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -920774.750000 Penalty: 907.106018
	Iteration 16Q: 3 clusters Score -920774.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -920843.875000 Penalty: 907.106018
	Iteration 17Q: 3 clusters Score -920843.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -920899.562500 Penalty: 907.106018
	Iteration 18Q: 3 clusters Score -920899.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -920953.750000 Penalty: 907.106018
	Iteration 19Q: 3 clusters Score -920953.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -921003.437500 Penalty: 907.106018
	Iteration 20F: 3 clusters Score -921003.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -921046.125000 Penalty: 907.106018
	Iteration 21Q: 3 clusters Score -921046.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -921092.375000 Penalty: 907.106018
	Iteration 22Q: 3 clusters Score -921092.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -921132.375000 Penalty: 907.106018
	Iteration 23Q: 3 clusters Score -921132.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -921170.750000 Penalty: 907.106018
	Iteration 24Q: 3 clusters Score -921170.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -921194.687500 Penalty: 907.106018
	Iteration 25Q: 3 clusters Score -921194.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -921214.000000 Penalty: 907.106018
	Iteration 26Q: 3 clusters Score -921214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -921228.812500 Penalty: 907.106018
	Iteration 27Q: 3 clusters Score -921228.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -921236.250000 Penalty: 907.106018
	Iteration 28Q: 3 clusters Score -921236.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -921246.125000 Penalty: 907.106018
	Iteration 29Q: 3 clusters Score -921246.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -921253.812500 Penalty: 907.106018
	Iteration 30Q: 3 clusters Score -921253.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -921260.625000 Penalty: 907.106018
	Iteration 31Q: 3 clusters Score -921260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -921270.750000 Penalty: 907.106018
	Iteration 32Q: 3 clusters Score -921270.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -921281.875000 Penalty: 907.106018
	Iteration 33Q: 3 clusters Score -921281.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -921292.312500 Penalty: 907.106018
	Iteration 34Q: 3 clusters Score -921292.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -921300.812500 Penalty: 907.106018
	Iteration 35Q: 3 clusters Score -921300.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -921309.000000 Penalty: 907.106018
	Iteration 36Q: 3 clusters Score -921309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -921318.187500 Penalty: 907.106018
	Iteration 37Q: 3 clusters Score -921318.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -921325.000000 Penalty: 907.106018
	Iteration 38Q: 3 clusters Score -921325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -921334.562500 Penalty: 907.106018
	Iteration 39Q: 3 clusters Score -921334.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -921340.937500 Penalty: 907.106018
	Iteration 40F: 3 clusters Score -921340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -921342.562500 Penalty: 907.106018
	Iteration 41Q: 3 clusters Score -921342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -921346.875000 Penalty: 907.106018
	Iteration 42Q: 3 clusters Score -921346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -921346.125000 Penalty: 907.106018
	Iteration 43Q: 3 clusters Score -921346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -921346.875000 Penalty: 907.106018
	Iteration 44Q: 3 clusters Score -921346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -921346.812500 Penalty: 907.106018
	Iteration 45Q: 3 clusters Score -921346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -921347.375000 Penalty: 907.106018
	Iteration 46Q: 3 clusters Score -921347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -921347.875000 Penalty: 907.106018
	Iteration 47Q: 3 clusters Score -921347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -921348.625000 Penalty: 907.106018
	Iteration 48Q: 3 clusters Score -921348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -921348.625000 Penalty: 907.106018
	Iteration 49F: 3 clusters Score -921348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -5653.218262 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -5653.218 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 94 members 
Entering Unmasked Estep 
Score: -5402.002441 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -5402.002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5478.020996 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -5478.021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5494.312500 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -5494.312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5520.417969 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -5520.418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5521.936523 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -5521.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5523.420410 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -5523.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5523.420410 Penalty: 472.559082
	Iteration 6F: 3 clusters Score -5523.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Entering Unmasked Estep 
Score: -1629962.500000 Penalty: 482.346619
	Iteration 0F: 2 clusters Score -1629962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1602912.250000 Penalty: 964.693237
	Iteration 0F: 3 clusters Score -1602912 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1615234.000000 Penalty: 964.693237
	Iteration 1F: 3 clusters Score -1615234 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1616277.500000 Penalty: 964.693237
	Iteration 2F: 3 clusters Score -1616278 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1617466.750000 Penalty: 964.693237
	Iteration 3F: 3 clusters Score -1617467 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1618635.125000 Penalty: 964.693237
	Iteration 4F: 3 clusters Score -1618635 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1619802.000000 Penalty: 964.693237
	Iteration 5F: 3 clusters Score -1619802 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1620937.250000 Penalty: 964.693237
	Iteration 6F: 3 clusters Score -1620937 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1622075.250000 Penalty: 964.693237
	Iteration 7Q: 3 clusters Score -1622075 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1623199.375000 Penalty: 964.693237
	Iteration 8Q: 3 clusters Score -1623199 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1624096.375000 Penalty: 964.693237
	Iteration 9Q: 3 clusters Score -1624096 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1624601.625000 Penalty: 964.693237
	Iteration 10Q: 3 clusters Score -1624602 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1624885.000000 Penalty: 964.693237
	Iteration 11Q: 3 clusters Score -1624885 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1625118.750000 Penalty: 964.693237
	Iteration 12Q: 3 clusters Score -1625119 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1625355.375000 Penalty: 964.693237
	Iteration 13Q: 3 clusters Score -1625355 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1625578.000000 Penalty: 964.693237
	Iteration 14Q: 3 clusters Score -1625578 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1625844.250000 Penalty: 964.693237
	Iteration 15Q: 3 clusters Score -1625844 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1626153.750000 Penalty: 964.693237
	Iteration 16Q: 3 clusters Score -1626154 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1626487.750000 Penalty: 964.693237
	Iteration 17Q: 3 clusters Score -1626488 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1626878.625000 Penalty: 964.693237
	Iteration 18Q: 3 clusters Score -1626879 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1627306.000000 Penalty: 964.693237
	Iteration 19Q: 3 clusters Score -1627306 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1627773.875000 Penalty: 964.693237
	Iteration 20F: 3 clusters Score -1627774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1628219.500000 Penalty: 964.693237
	Iteration 21Q: 3 clusters Score -1628220 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1628571.750000 Penalty: 964.693237
	Iteration 22Q: 3 clusters Score -1628572 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1628862.500000 Penalty: 964.693237
	Iteration 23Q: 3 clusters Score -1628862 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1629078.125000 Penalty: 964.693237
	Iteration 24Q: 3 clusters Score -1629078 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1629233.375000 Penalty: 964.693237
	Iteration 25Q: 3 clusters Score -1629233 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1629332.375000 Penalty: 964.693237
	Iteration 26Q: 3 clusters Score -1629332 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1629428.875000 Penalty: 964.693237
	Iteration 27Q: 3 clusters Score -1629429 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1629500.125000 Penalty: 964.693237
	Iteration 28Q: 3 clusters Score -1629500 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1629553.250000 Penalty: 964.693237
	Iteration 29Q: 3 clusters Score -1629553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1629604.500000 Penalty: 964.693237
	Iteration 30Q: 3 clusters Score -1629604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1629657.875000 Penalty: 964.693237
	Iteration 31Q: 3 clusters Score -1629658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1629693.750000 Penalty: 964.693237
	Iteration 32Q: 3 clusters Score -1629694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1629717.000000 Penalty: 964.693237
	Iteration 33Q: 3 clusters Score -1629717 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1629741.375000 Penalty: 964.693237
	Iteration 34Q: 3 clusters Score -1629741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1629764.875000 Penalty: 964.693237
	Iteration 35Q: 3 clusters Score -1629765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1629775.750000 Penalty: 964.693237
	Iteration 36Q: 3 clusters Score -1629776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1629792.500000 Penalty: 964.693237
	Iteration 37Q: 3 clusters Score -1629792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1629811.875000 Penalty: 964.693237
	Iteration 38Q: 3 clusters Score -1629812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1629824.000000 Penalty: 964.693237
	Iteration 39Q: 3 clusters Score -1629824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1629832.750000 Penalty: 964.693237
	Iteration 40F: 3 clusters Score -1629833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1629843.625000 Penalty: 964.693237
	Iteration 41Q: 3 clusters Score -1629844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1629853.375000 Penalty: 964.693237
	Iteration 42Q: 3 clusters Score -1629853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1629861.500000 Penalty: 964.693237
	Iteration 43Q: 3 clusters Score -1629862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1629863.625000 Penalty: 964.693237
	Iteration 44Q: 3 clusters Score -1629864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1629860.000000 Penalty: 964.693237
	Iteration 45Q: 3 clusters Score -1629860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1629864.625000 Penalty: 964.693237
	Iteration 46Q: 3 clusters Score -1629865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1629872.250000 Penalty: 964.693237
	Iteration 47Q: 3 clusters Score -1629872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1629873.625000 Penalty: 964.693237
	Iteration 48Q: 3 clusters Score -1629874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1629871.000000 Penalty: 964.693237
	Iteration 49Q: 3 clusters Score -1629871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1629872.625000 Penalty: 964.693237
	Iteration 50Q: 3 clusters Score -1629873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1629874.250000 Penalty: 964.693237
	Iteration 51Q: 3 clusters Score -1629874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1629877.375000 Penalty: 964.693237
	Iteration 52Q: 3 clusters Score -1629877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1629877.375000 Penalty: 964.693237
	Iteration 53Q: 3 clusters Score -1629877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1629876.125000 Penalty: 964.693237
	Iteration 54Q: 3 clusters Score -1629876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1629876.250000 Penalty: 964.693237
	Iteration 55Q: 3 clusters Score -1629876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1629874.750000 Penalty: 964.693237
	Iteration 56Q: 3 clusters Score -1629875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1629876.000000 Penalty: 964.693237
	Iteration 57Q: 3 clusters Score -1629876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1629874.750000 Penalty: 964.693237
	Iteration 58Q: 3 clusters Score -1629875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1629874.375000 Penalty: 964.693237
	Iteration 59Q: 3 clusters Score -1629874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1629875.500000 Penalty: 964.693237
	Iteration 60F: 3 clusters Score -1629876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1629875.750000 Penalty: 964.693237
	Iteration 61Q: 3 clusters Score -1629876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1629876.375000 Penalty: 964.693237
	Iteration 62Q: 3 clusters Score -1629876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1629878.875000 Penalty: 964.693237
	Iteration 63Q: 3 clusters Score -1629879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1629882.125000 Penalty: 964.693237
	Iteration 64Q: 3 clusters Score -1629882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1629880.750000 Penalty: 964.693237
	Iteration 65Q: 3 clusters Score -1629881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1629880.000000 Penalty: 964.693237
	Iteration 66Q: 3 clusters Score -1629880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1629880.125000 Penalty: 964.693237
	Iteration 67Q: 3 clusters Score -1629880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1629883.125000 Penalty: 964.693237
	Iteration 68Q: 3 clusters Score -1629883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1629882.250000 Penalty: 964.693237
	Iteration 69Q: 3 clusters Score -1629882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1629882.750000 Penalty: 964.693237
	Iteration 70Q: 3 clusters Score -1629883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1629882.250000 Penalty: 964.693237
	Iteration 71Q: 3 clusters Score -1629882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1629883.250000 Penalty: 964.693237
	Iteration 72Q: 3 clusters Score -1629883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1629883.500000 Penalty: 964.693237
	Iteration 73Q: 3 clusters Score -1629884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1629884.125000 Penalty: 964.693237
	Iteration 74Q: 3 clusters Score -1629884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1629882.125000 Penalty: 964.693237
	Iteration 75Q: 3 clusters Score -1629882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1629881.875000 Penalty: 964.693237
	Iteration 76Q: 3 clusters Score -1629882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1629885.750000 Penalty: 964.693237
	Iteration 77Q: 3 clusters Score -1629886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1629885.625000 Penalty: 964.693237
	Iteration 78Q: 3 clusters Score -1629886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1629886.375000 Penalty: 964.693237
	Iteration 79Q: 3 clusters Score -1629886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1629887.750000 Penalty: 964.693237
	Iteration 80F: 3 clusters Score -1629888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1629887.625000 Penalty: 964.693237
	Iteration 81Q: 3 clusters Score -1629888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1629888.125000 Penalty: 964.693237
	Iteration 82Q: 3 clusters Score -1629888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1629887.000000 Penalty: 964.693237
	Iteration 83Q: 3 clusters Score -1629887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1629887.125000 Penalty: 964.693237
	Iteration 84Q: 3 clusters Score -1629887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1629885.250000 Penalty: 964.693237
	Iteration 85Q: 3 clusters Score -1629885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1629886.625000 Penalty: 964.693237
	Iteration 86Q: 3 clusters Score -1629887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1629886.250000 Penalty: 964.693237
	Iteration 87Q: 3 clusters Score -1629886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1629886.250000 Penalty: 964.693237
	Iteration 88F: 3 clusters Score -1629886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -192117.390625 Penalty: 383.161072
	Iteration 0F: 2 clusters Score -192117.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -189040.500000 Penalty: 766.322144
	Iteration 0F: 3 clusters Score -189040.5 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -190143.671875 Penalty: 766.322144
	Iteration 1F: 3 clusters Score -190143.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -190271.125000 Penalty: 766.322144
	Iteration 2F: 3 clusters Score -190271.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -190406.734375 Penalty: 766.322144
	Iteration 3F: 3 clusters Score -190406.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -190557.609375 Penalty: 766.322144
	Iteration 4F: 3 clusters Score -190557.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -190715.953125 Penalty: 766.322144
	Iteration 5F: 3 clusters Score -190716 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -190881.968750 Penalty: 766.322144
	Iteration 6F: 3 clusters Score -190882 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -191061.937500 Penalty: 766.322144
	Iteration 7F: 3 clusters Score -191061.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -191236.609375 Penalty: 766.322144
	Iteration 8F: 3 clusters Score -191236.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -191393.984375 Penalty: 766.322144
	Iteration 9Q: 3 clusters Score -191394 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -191513.921875 Penalty: 766.322144
	Iteration 10Q: 3 clusters Score -191513.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -191591.015625 Penalty: 766.322144
	Iteration 11Q: 3 clusters Score -191591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -191648.687500 Penalty: 766.322144
	Iteration 12Q: 3 clusters Score -191648.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -191697.921875 Penalty: 766.322144
	Iteration 13Q: 3 clusters Score -191697.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -191740.812500 Penalty: 766.322144
	Iteration 14Q: 3 clusters Score -191740.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -191784.765625 Penalty: 766.322144
	Iteration 15Q: 3 clusters Score -191784.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -191820.562500 Penalty: 766.322144
	Iteration 16Q: 3 clusters Score -191820.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -191837.203125 Penalty: 766.322144
	Iteration 17Q: 3 clusters Score -191837.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -191847.484375 Penalty: 766.322144
	Iteration 18Q: 3 clusters Score -191847.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -191858.000000 Penalty: 766.322144
	Iteration 19Q: 3 clusters Score -191858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -191869.406250 Penalty: 766.322144
	Iteration 20F: 3 clusters Score -191869.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -191876.406250 Penalty: 766.322144
	Iteration 21Q: 3 clusters Score -191876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -191879.953125 Penalty: 766.322144
	Iteration 22Q: 3 clusters Score -191880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -191884.578125 Penalty: 766.322144
	Iteration 23Q: 3 clusters Score -191884.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -191888.750000 Penalty: 766.322144
	Iteration 24Q: 3 clusters Score -191888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -191891.109375 Penalty: 766.322144
	Iteration 25Q: 3 clusters Score -191891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -191894.921875 Penalty: 766.322144
	Iteration 26Q: 3 clusters Score -191894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -191896.562500 Penalty: 766.322144
	Iteration 27Q: 3 clusters Score -191896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -191898.593750 Penalty: 766.322144
	Iteration 28Q: 3 clusters Score -191898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -191901.234375 Penalty: 766.322144
	Iteration 29Q: 3 clusters Score -191901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -191903.156250 Penalty: 766.322144
	Iteration 30Q: 3 clusters Score -191903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -191904.343750 Penalty: 766.322144
	Iteration 31Q: 3 clusters Score -191904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -191905.437500 Penalty: 766.322144
	Iteration 32Q: 3 clusters Score -191905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -191906.281250 Penalty: 766.322144
	Iteration 33Q: 3 clusters Score -191906.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -191906.625000 Penalty: 766.322144
	Iteration 34Q: 3 clusters Score -191906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -191906.437500 Penalty: 766.322144
	Iteration 35Q: 3 clusters Score -191906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -191907.062500 Penalty: 766.322144
	Iteration 36Q: 3 clusters Score -191907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -191907.265625 Penalty: 766.322144
	Iteration 37Q: 3 clusters Score -191907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -191907.203125 Penalty: 766.322144
	Iteration 38Q: 3 clusters Score -191907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -191907.203125 Penalty: 766.322144
	Iteration 39F: 3 clusters Score -191907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -84801.476562 Penalty: 346.090637
	Iteration 0F: 2 clusters Score -84801.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -83338.710938 Penalty: 692.181274
	Iteration 0F: 3 clusters Score -83338.71 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -83815.609375 Penalty: 692.181274
	Iteration 1F: 3 clusters Score -83815.61 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -83911.218750 Penalty: 692.181274
	Iteration 2F: 3 clusters Score -83911.22 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -83970.203125 Penalty: 692.181274
	Iteration 3F: 3 clusters Score -83970.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -84039.156250 Penalty: 692.181274
	Iteration 4F: 3 clusters Score -84039.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84093.718750 Penalty: 692.181274
	Iteration 5Q: 3 clusters Score -84093.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84142.101562 Penalty: 692.181274
	Iteration 6Q: 3 clusters Score -84142.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84200.375000 Penalty: 692.181274
	Iteration 7Q: 3 clusters Score -84200.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84262.351562 Penalty: 692.181274
	Iteration 8Q: 3 clusters Score -84262.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84318.406250 Penalty: 692.181274
	Iteration 9Q: 3 clusters Score -84318.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84373.671875 Penalty: 692.181274
	Iteration 10Q: 3 clusters Score -84373.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84414.304688 Penalty: 692.181274
	Iteration 11Q: 3 clusters Score -84414.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84439.898438 Penalty: 692.181274
	Iteration 12Q: 3 clusters Score -84439.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84461.882812 Penalty: 692.181274
	Iteration 13Q: 3 clusters Score -84461.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84476.554688 Penalty: 692.181274
	Iteration 14Q: 3 clusters Score -84476.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84483.531250 Penalty: 692.181274
	Iteration 15Q: 3 clusters Score -84483.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84489.554688 Penalty: 692.181274
	Iteration 16Q: 3 clusters Score -84489.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84495.000000 Penalty: 692.181274
	Iteration 17Q: 3 clusters Score -84495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84501.187500 Penalty: 692.181274
	Iteration 18Q: 3 clusters Score -84501.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84505.406250 Penalty: 692.181274
	Iteration 19Q: 3 clusters Score -84505.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84511.671875 Penalty: 692.181274
	Iteration 20F: 3 clusters Score -84511.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84517.070312 Penalty: 692.181274
	Iteration 21Q: 3 clusters Score -84517.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84519.359375 Penalty: 692.181274
	Iteration 22Q: 3 clusters Score -84519.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84521.109375 Penalty: 692.181274
	Iteration 23Q: 3 clusters Score -84521.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84523.070312 Penalty: 692.181274
	Iteration 24Q: 3 clusters Score -84523.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84524.507812 Penalty: 692.181274
	Iteration 25Q: 3 clusters Score -84524.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84526.226562 Penalty: 692.181274
	Iteration 26Q: 3 clusters Score -84526.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84527.210938 Penalty: 692.181274
	Iteration 27Q: 3 clusters Score -84527.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84527.882812 Penalty: 692.181274
	Iteration 28Q: 3 clusters Score -84527.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84529.546875 Penalty: 692.181274
	Iteration 29Q: 3 clusters Score -84529.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84530.812500 Penalty: 692.181274
	Iteration 30Q: 3 clusters Score -84530.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84531.085938 Penalty: 692.181274
	Iteration 31Q: 3 clusters Score -84531.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84531.929688 Penalty: 692.181274
	Iteration 32Q: 3 clusters Score -84531.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84533.671875 Penalty: 692.181274
	Iteration 33Q: 3 clusters Score -84533.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84535.468750 Penalty: 692.181274
	Iteration 34Q: 3 clusters Score -84535.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84537.921875 Penalty: 692.181274
	Iteration 35Q: 3 clusters Score -84537.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84539.851562 Penalty: 692.181274
	Iteration 36Q: 3 clusters Score -84539.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84542.359375 Penalty: 692.181274
	Iteration 37Q: 3 clusters Score -84542.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84542.796875 Penalty: 692.181274
	Iteration 38Q: 3 clusters Score -84542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84542.726562 Penalty: 692.181274
	Iteration 39Q: 3 clusters Score -84542.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84542.726562 Penalty: 692.181274
	Iteration 40F: 3 clusters Score -84542.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Entering Unmasked Estep 
Score: -1755055.000000 Penalty: 482.182129
	Iteration 0F: 2 clusters Score -1755055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1728139.750000 Penalty: 964.364258
	Iteration 0F: 3 clusters Score -1728140 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1739782.000000 Penalty: 964.364258
	Iteration 1F: 3 clusters Score -1739782 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -1740604.875000 Penalty: 964.364258
	Iteration 2Q: 3 clusters Score -1740605 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -1742088.625000 Penalty: 964.364258
	Iteration 3F: 3 clusters Score -1742089 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -1744568.750000 Penalty: 964.364258
	Iteration 4F: 3 clusters Score -1744569 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -1747497.125000 Penalty: 964.364258
	Iteration 5F: 3 clusters Score -1747497 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -1750036.625000 Penalty: 964.364258
	Iteration 6F: 3 clusters Score -1750037 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -1751856.750000 Penalty: 964.364258
	Iteration 7Q: 3 clusters Score -1751857 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -1753078.875000 Penalty: 964.364258
	Iteration 8Q: 3 clusters Score -1753079 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -1753757.875000 Penalty: 964.364258
	Iteration 9Q: 3 clusters Score -1753758 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -1754138.750000 Penalty: 964.364258
	Iteration 10Q: 3 clusters Score -1754139 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -1754352.000000 Penalty: 964.364258
	Iteration 11Q: 3 clusters Score -1754352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -1754478.625000 Penalty: 964.364258
	Iteration 12Q: 3 clusters Score -1754479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -1754552.375000 Penalty: 964.364258
	Iteration 13Q: 3 clusters Score -1754552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -1754591.000000 Penalty: 964.364258
	Iteration 14Q: 3 clusters Score -1754591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -1754606.500000 Penalty: 964.364258
	Iteration 15Q: 3 clusters Score -1754606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -1754618.375000 Penalty: 964.364258
	Iteration 16Q: 3 clusters Score -1754618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -1754625.875000 Penalty: 964.364258
	Iteration 17Q: 3 clusters Score -1754626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -1754631.000000 Penalty: 964.364258
	Iteration 18Q: 3 clusters Score -1754631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -1754630.625000 Penalty: 964.364258
	Iteration 19Q: 3 clusters Score -1754631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -1754633.625000 Penalty: 964.364258
	Iteration 20F: 3 clusters Score -1754634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -1754633.500000 Penalty: 964.364258
	Iteration 21Q: 3 clusters Score -1754634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -1754633.500000 Penalty: 964.364258
	Iteration 22F: 3 clusters Score -1754634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293447 members 
Entering Unmasked Estep 
Score: -12926642.000000 Penalty: 572.820129
	Iteration 0F: 2 clusters Score -1.292664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146824 members 
Mstep: Class 2 contains 146623 members 
Entering Unmasked Estep 
Score: -12726091.000000 Penalty: 1145.640259
	Iteration 0F: 3 clusters Score -1.272609e+07 nChanged 144470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -12814711.000000 Penalty: 1145.640259
	Iteration 1F: 3 clusters Score -1.281471e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164284 members 
Mstep: Class 2 contains 129163 members 
Entering Unmasked Estep 
Score: -12818052.000000 Penalty: 1145.640259
	Iteration 2Q: 3 clusters Score -1.281805e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -12824113.000000 Penalty: 1145.640259
	Iteration 3Q: 3 clusters Score -1.282411e+07 nChanged 18363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191537 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -12834057.000000 Penalty: 1145.640259
	Iteration 4F: 3 clusters Score -1.283406e+07 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212109 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -12850009.000000 Penalty: 1145.640259
	Iteration 5F: 3 clusters Score -1.285001e+07 nChanged 23675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -12871497.000000 Penalty: 1145.640259
	Iteration 6F: 3 clusters Score -1.28715e+07 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255092 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -12893010.000000 Penalty: 1145.640259
	Iteration 7F: 3 clusters Score -1.289301e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268218 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -12906696.000000 Penalty: 1145.640259
	Iteration 8Q: 3 clusters Score -1.29067e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275480 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -12913580.000000 Penalty: 1145.640259
	Iteration 9Q: 3 clusters Score -1.291358e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280066 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -12917438.000000 Penalty: 1145.640259
	Iteration 10Q: 3 clusters Score -1.291744e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283457 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -12919953.000000 Penalty: 1145.640259
	Iteration 11Q: 3 clusters Score -1.291995e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285961 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -12921815.000000 Penalty: 1145.640259
	Iteration 12Q: 3 clusters Score -1.292182e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287879 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -12923240.000000 Penalty: 1145.640259
	Iteration 13Q: 3 clusters Score -1.292324e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289250 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -12924179.000000 Penalty: 1145.640259
	Iteration 14Q: 3 clusters Score -1.292418e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290245 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -12924790.000000 Penalty: 1145.640259
	Iteration 15Q: 3 clusters Score -1.292479e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290965 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -12925265.000000 Penalty: 1145.640259
	Iteration 16Q: 3 clusters Score -1.292526e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291485 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12925566.000000 Penalty: 1145.640259
	Iteration 17Q: 3 clusters Score -1.292557e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12925812.000000 Penalty: 1145.640259
	Iteration 18Q: 3 clusters Score -1.292581e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292090 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -12925907.000000 Penalty: 1145.640259
	Iteration 19Q: 3 clusters Score -1.292591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292292 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12926025.000000 Penalty: 1145.640259
	Iteration 20F: 3 clusters Score -1.292602e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292439 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12926095.000000 Penalty: 1145.640259
	Iteration 21Q: 3 clusters Score -1.29261e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292559 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12926140.000000 Penalty: 1145.640259
	Iteration 22Q: 3 clusters Score -1.292614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292639 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12926182.000000 Penalty: 1145.640259
	Iteration 23Q: 3 clusters Score -1.292618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292704 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12926231.000000 Penalty: 1145.640259
	Iteration 24Q: 3 clusters Score -1.292623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12926254.000000 Penalty: 1145.640259
	Iteration 25Q: 3 clusters Score -1.292625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292778 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12926253.000000 Penalty: 1145.640259
	Iteration 26Q: 3 clusters Score -1.292625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292795 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12926265.000000 Penalty: 1145.640259
	Iteration 27Q: 3 clusters Score -1.292626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292816 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12926276.000000 Penalty: 1145.640259
	Iteration 28Q: 3 clusters Score -1.292628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292830 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12926269.000000 Penalty: 1145.640259
	Iteration 29Q: 3 clusters Score -1.292627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292846 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12926276.000000 Penalty: 1145.640259
	Iteration 30Q: 3 clusters Score -1.292628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292854 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12926280.000000 Penalty: 1145.640259
	Iteration 31Q: 3 clusters Score -1.292628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292865 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12926280.000000 Penalty: 1145.640259
	Iteration 32Q: 3 clusters Score -1.292628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292871 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12926270.000000 Penalty: 1145.640259
	Iteration 33Q: 3 clusters Score -1.292627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292888 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12926286.000000 Penalty: 1145.640259
	Iteration 34Q: 3 clusters Score -1.292629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292902 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12926268.000000 Penalty: 1145.640259
	Iteration 35Q: 3 clusters Score -1.292627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292911 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12926266.000000 Penalty: 1145.640259
	Iteration 36Q: 3 clusters Score -1.292627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292919 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12926258.000000 Penalty: 1145.640259
	Iteration 37Q: 3 clusters Score -1.292626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292924 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12926262.000000 Penalty: 1145.640259
	Iteration 38Q: 3 clusters Score -1.292626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292932 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12926282.000000 Penalty: 1145.640259
	Iteration 39Q: 3 clusters Score -1.292628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292934 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12926284.000000 Penalty: 1145.640259
	Iteration 40F: 3 clusters Score -1.292628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292936 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12926269.000000 Penalty: 1145.640259
	Iteration 41Q: 3 clusters Score -1.292627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292937 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12926279.000000 Penalty: 1145.640259
	Iteration 42Q: 3 clusters Score -1.292628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292937 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12926279.000000 Penalty: 1145.640259
	Iteration 43F: 3 clusters Score -1.292628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Entering Unmasked Estep 
Score: -523297.781250 Penalty: 427.179932
	Iteration 0F: 2 clusters Score -523297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -515278.250000 Penalty: 854.359863
	Iteration 0F: 3 clusters Score -515278.2 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -518398.062500 Penalty: 854.359863
	Iteration 1F: 3 clusters Score -518398.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -518560.218750 Penalty: 854.359863
	Iteration 2Q: 3 clusters Score -518560.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -518739.562500 Penalty: 854.359863
	Iteration 3Q: 3 clusters Score -518739.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -518929.312500 Penalty: 854.359863
	Iteration 4Q: 3 clusters Score -518929.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -519170.875000 Penalty: 854.359863
	Iteration 5Q: 3 clusters Score -519170.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -519551.250000 Penalty: 854.359863
	Iteration 6F: 3 clusters Score -519551.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -520118.375000 Penalty: 854.359863
	Iteration 7F: 3 clusters Score -520118.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -520937.843750 Penalty: 854.359863
	Iteration 8F: 3 clusters Score -520937.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -521740.500000 Penalty: 854.359863
	Iteration 9F: 3 clusters Score -521740.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -522375.593750 Penalty: 854.359863
	Iteration 10F: 3 clusters Score -522375.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -522685.593750 Penalty: 854.359863
	Iteration 11Q: 3 clusters Score -522685.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -522807.968750 Penalty: 854.359863
	Iteration 12Q: 3 clusters Score -522808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -522875.468750 Penalty: 854.359863
	Iteration 13Q: 3 clusters Score -522875.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -522896.250000 Penalty: 854.359863
	Iteration 14Q: 3 clusters Score -522896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -522909.218750 Penalty: 854.359863
	Iteration 15Q: 3 clusters Score -522909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -522909.562500 Penalty: 854.359863
	Iteration 16Q: 3 clusters Score -522909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -522913.343750 Penalty: 854.359863
	Iteration 17Q: 3 clusters Score -522913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -522915.625000 Penalty: 854.359863
	Iteration 18Q: 3 clusters Score -522915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -522915.625000 Penalty: 854.359863
	Iteration 19F: 3 clusters Score -522915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (299822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299822 members 
Entering Unmasked Estep 
Score: -13374740.000000 Penalty: 573.797913
	Iteration 0F: 2 clusters Score -1.337474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -13173411.000000 Penalty: 1147.595825
	Iteration 0F: 3 clusters Score -1.317341e+07 nChanged 148066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -13268197.000000 Penalty: 1147.595825
	Iteration 1F: 3 clusters Score -1.32682e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -13274537.000000 Penalty: 1147.595825
	Iteration 2Q: 3 clusters Score -1.327454e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -13285442.000000 Penalty: 1147.595825
	Iteration 3F: 3 clusters Score -1.328544e+07 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217465 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -13302656.000000 Penalty: 1147.595825
	Iteration 4F: 3 clusters Score -1.330266e+07 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241639 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -13324058.000000 Penalty: 1147.595825
	Iteration 5F: 3 clusters Score -1.332406e+07 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263430 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -13343767.000000 Penalty: 1147.595825
	Iteration 6F: 3 clusters Score -1.334377e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279904 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -13358920.000000 Penalty: 1147.595825
	Iteration 7F: 3 clusters Score -1.335892e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290583 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -13368201.000000 Penalty: 1147.595825
	Iteration 8Q: 3 clusters Score -1.33682e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296317 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -13372232.000000 Penalty: 1147.595825
	Iteration 9Q: 3 clusters Score -1.337223e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298601 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13373533.000000 Penalty: 1147.595825
	Iteration 10Q: 3 clusters Score -1.337353e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13373957.000000 Penalty: 1147.595825
	Iteration 11Q: 3 clusters Score -1.337396e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299595 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13374097.000000 Penalty: 1147.595825
	Iteration 12Q: 3 clusters Score -1.33741e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299671 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13374158.000000 Penalty: 1147.595825
	Iteration 13Q: 3 clusters Score -1.337416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299701 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13374206.000000 Penalty: 1147.595825
	Iteration 14Q: 3 clusters Score -1.337421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299720 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13374230.000000 Penalty: 1147.595825
	Iteration 15Q: 3 clusters Score -1.337423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299733 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13374244.000000 Penalty: 1147.595825
	Iteration 16Q: 3 clusters Score -1.337424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299734 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13374250.000000 Penalty: 1147.595825
	Iteration 17Q: 3 clusters Score -1.337425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299735 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13374255.000000 Penalty: 1147.595825
	Iteration 18Q: 3 clusters Score -1.337426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299739 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13374255.000000 Penalty: 1147.595825
	Iteration 19Q: 3 clusters Score -1.337426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299738 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13374251.000000 Penalty: 1147.595825
	Iteration 20F: 3 clusters Score -1.337425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -43424.000000 Penalty: 321.717957
	Iteration 0F: 2 clusters Score -43424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42506.171875 Penalty: 643.435913
	Iteration 0F: 3 clusters Score -42506.17 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -42778.070312 Penalty: 643.435913
	Iteration 1F: 3 clusters Score -42778.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -42825.046875 Penalty: 643.435913
	Iteration 2F: 3 clusters Score -42825.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -42851.300781 Penalty: 643.435913
	Iteration 3Q: 3 clusters Score -42851.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -42871.585938 Penalty: 643.435913
	Iteration 4Q: 3 clusters Score -42871.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -42892.773438 Penalty: 643.435913
	Iteration 5Q: 3 clusters Score -42892.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -42921.257812 Penalty: 643.435913
	Iteration 6Q: 3 clusters Score -42921.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -42965.472656 Penalty: 643.435913
	Iteration 7Q: 3 clusters Score -42965.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -43011.230469 Penalty: 643.435913
	Iteration 8Q: 3 clusters Score -43011.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -43049.453125 Penalty: 643.435913
	Iteration 9Q: 3 clusters Score -43049.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -43091.539062 Penalty: 643.435913
	Iteration 10Q: 3 clusters Score -43091.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -43115.597656 Penalty: 643.435913
	Iteration 11Q: 3 clusters Score -43115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -43131.816406 Penalty: 643.435913
	Iteration 12Q: 3 clusters Score -43131.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -43140.816406 Penalty: 643.435913
	Iteration 13Q: 3 clusters Score -43140.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -43153.050781 Penalty: 643.435913
	Iteration 14Q: 3 clusters Score -43153.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -43157.722656 Penalty: 643.435913
	Iteration 15Q: 3 clusters Score -43157.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -43161.656250 Penalty: 643.435913
	Iteration 16Q: 3 clusters Score -43161.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -43161.656250 Penalty: 643.435913
	Iteration 17F: 3 clusters Score -43161.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Entering Unmasked Estep 
Score: -720000.062500 Penalty: 442.678314
	Iteration 0F: 2 clusters Score -720000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -708758.437500 Penalty: 885.356628
	Iteration 0F: 3 clusters Score -708758.4 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -713465.500000 Penalty: 885.356628
	Iteration 1F: 3 clusters Score -713465.5 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -713988.062500 Penalty: 885.356628
	Iteration 2F: 3 clusters Score -713988.1 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -714771.250000 Penalty: 885.356628
	Iteration 3F: 3 clusters Score -714771.2 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -715754.625000 Penalty: 885.356628
	Iteration 4F: 3 clusters Score -715754.6 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -716915.812500 Penalty: 885.356628
	Iteration 5F: 3 clusters Score -716915.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -717784.312500 Penalty: 885.356628
	Iteration 6F: 3 clusters Score -717784.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -718281.125000 Penalty: 885.356628
	Iteration 7Q: 3 clusters Score -718281.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -718587.625000 Penalty: 885.356628
	Iteration 8Q: 3 clusters Score -718587.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -718819.562500 Penalty: 885.356628
	Iteration 9Q: 3 clusters Score -718819.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -719028.312500 Penalty: 885.356628
	Iteration 10Q: 3 clusters Score -719028.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -719229.437500 Penalty: 885.356628
	Iteration 11Q: 3 clusters Score -719229.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -719403.312500 Penalty: 885.356628
	Iteration 12Q: 3 clusters Score -719403.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -719547.937500 Penalty: 885.356628
	Iteration 13Q: 3 clusters Score -719547.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -719662.187500 Penalty: 885.356628
	Iteration 14Q: 3 clusters Score -719662.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -719737.062500 Penalty: 885.356628
	Iteration 15Q: 3 clusters Score -719737.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -719791.000000 Penalty: 885.356628
	Iteration 16Q: 3 clusters Score -719791 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -719822.687500 Penalty: 885.356628
	Iteration 17Q: 3 clusters Score -719822.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -719836.625000 Penalty: 885.356628
	Iteration 18Q: 3 clusters Score -719836.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -719846.125000 Penalty: 885.356628
	Iteration 19Q: 3 clusters Score -719846.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -719850.437500 Penalty: 885.356628
	Iteration 20F: 3 clusters Score -719850.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -719854.375000 Penalty: 885.356628
	Iteration 21Q: 3 clusters Score -719854.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -719858.812500 Penalty: 885.356628
	Iteration 22Q: 3 clusters Score -719858.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -719861.562500 Penalty: 885.356628
	Iteration 23Q: 3 clusters Score -719861.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -719864.062500 Penalty: 885.356628
	Iteration 24Q: 3 clusters Score -719864.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -719869.500000 Penalty: 885.356628
	Iteration 25Q: 3 clusters Score -719869.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -719873.687500 Penalty: 885.356628
	Iteration 26Q: 3 clusters Score -719873.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -719877.687500 Penalty: 885.356628
	Iteration 27Q: 3 clusters Score -719877.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -719880.812500 Penalty: 885.356628
	Iteration 28Q: 3 clusters Score -719880.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -719884.250000 Penalty: 885.356628
	Iteration 29Q: 3 clusters Score -719884.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -719885.750000 Penalty: 885.356628
	Iteration 30Q: 3 clusters Score -719885.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -719885.750000 Penalty: 885.356628
	Iteration 31Q: 3 clusters Score -719885.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -719888.437500 Penalty: 885.356628
	Iteration 32Q: 3 clusters Score -719888.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -719892.125000 Penalty: 885.356628
	Iteration 33Q: 3 clusters Score -719892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -719892.687500 Penalty: 885.356628
	Iteration 34Q: 3 clusters Score -719892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -719892.875000 Penalty: 885.356628
	Iteration 35Q: 3 clusters Score -719892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -719893.187500 Penalty: 885.356628
	Iteration 36Q: 3 clusters Score -719893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -719893.000000 Penalty: 885.356628
	Iteration 37Q: 3 clusters Score -719893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -719892.500000 Penalty: 885.356628
	Iteration 38Q: 3 clusters Score -719892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -719892.875000 Penalty: 885.356628
	Iteration 39Q: 3 clusters Score -719892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -719892.875000 Penalty: 885.356628
	Iteration 40F: 3 clusters Score -719892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -1133.331055 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -1133.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1033.255981 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1033.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1035.469360 Penalty: 335.688019
	Iteration 1Q: 3 clusters Score -1035.469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1035.469360 Penalty: 335.688019
	Iteration 2F: 3 clusters Score -1035.469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -354130.187500 Penalty: 409.812897
	Iteration 0F: 2 clusters Score -354130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -348706.156250 Penalty: 819.625793
	Iteration 0F: 3 clusters Score -348706.2 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -350821.968750 Penalty: 819.625793
	Iteration 1F: 3 clusters Score -350822 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -351100.906250 Penalty: 819.625793
	Iteration 2F: 3 clusters Score -351100.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -351517.656250 Penalty: 819.625793
	Iteration 3F: 3 clusters Score -351517.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -352094.875000 Penalty: 819.625793
	Iteration 4F: 3 clusters Score -352094.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -352710.875000 Penalty: 819.625793
	Iteration 5F: 3 clusters Score -352710.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -353179.531250 Penalty: 819.625793
	Iteration 6F: 3 clusters Score -353179.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -353500.781250 Penalty: 819.625793
	Iteration 7Q: 3 clusters Score -353500.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -353762.468750 Penalty: 819.625793
	Iteration 8Q: 3 clusters Score -353762.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -353860.406250 Penalty: 819.625793
	Iteration 9Q: 3 clusters Score -353860.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -353889.187500 Penalty: 819.625793
	Iteration 10Q: 3 clusters Score -353889.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -353897.906250 Penalty: 819.625793
	Iteration 11Q: 3 clusters Score -353897.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -353901.718750 Penalty: 819.625793
	Iteration 12Q: 3 clusters Score -353901.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -353904.843750 Penalty: 819.625793
	Iteration 13Q: 3 clusters Score -353904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -353905.406250 Penalty: 819.625793
	Iteration 14Q: 3 clusters Score -353905.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -353908.843750 Penalty: 819.625793
	Iteration 15Q: 3 clusters Score -353908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -353910.000000 Penalty: 819.625793
	Iteration 16Q: 3 clusters Score -353910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -353910.843750 Penalty: 819.625793
	Iteration 17Q: 3 clusters Score -353910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -353910.781250 Penalty: 819.625793
	Iteration 18Q: 3 clusters Score -353910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -353911.625000 Penalty: 819.625793
	Iteration 19Q: 3 clusters Score -353911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -353912.218750 Penalty: 819.625793
	Iteration 20F: 3 clusters Score -353912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Entering Unmasked Estep 
Score: -244269.625000 Penalty: 392.931824
	Iteration 0F: 2 clusters Score -244269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -240465.421875 Penalty: 785.863647
	Iteration 0F: 3 clusters Score -240465.4 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -241908.656250 Penalty: 785.863647
	Iteration 1F: 3 clusters Score -241908.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -242053.781250 Penalty: 785.863647
	Iteration 2F: 3 clusters Score -242053.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -242237.078125 Penalty: 785.863647
	Iteration 3F: 3 clusters Score -242237.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -242521.484375 Penalty: 785.863647
	Iteration 4F: 3 clusters Score -242521.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -242882.046875 Penalty: 785.863647
	Iteration 5F: 3 clusters Score -242882 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -243245.437500 Penalty: 785.863647
	Iteration 6F: 3 clusters Score -243245.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -243564.578125 Penalty: 785.863647
	Iteration 7F: 3 clusters Score -243564.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -243757.578125 Penalty: 785.863647
	Iteration 8Q: 3 clusters Score -243757.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -243843.390625 Penalty: 785.863647
	Iteration 9Q: 3 clusters Score -243843.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -243880.109375 Penalty: 785.863647
	Iteration 10Q: 3 clusters Score -243880.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -243900.906250 Penalty: 785.863647
	Iteration 11Q: 3 clusters Score -243900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -243910.796875 Penalty: 785.863647
	Iteration 12Q: 3 clusters Score -243910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -243917.609375 Penalty: 785.863647
	Iteration 13Q: 3 clusters Score -243917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -243919.921875 Penalty: 785.863647
	Iteration 14Q: 3 clusters Score -243919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -243919.921875 Penalty: 785.863647
	Iteration 15F: 3 clusters Score -243919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 99249 members 
Mstep: Class 3 contains 26267 members 
Mstep: Class 4 contains 114073 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71342 members 
Mstep: Class 7 contains 21337 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40176 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 40031 members 
Mstep: Class 13 contains 293447 members 
Mstep: Class 14 contains 11951 members 
Mstep: Class 15 contains 299822 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 16801 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 5630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955512.000000 Penalty: 12671.912109
Iteration 479Q: 21 clusters Score -4.695551e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 99273 members 
Mstep: Class 3 contains 26289 members 
Mstep: Class 4 contains 114103 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71298 members 
Mstep: Class 7 contains 21334 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40176 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 39979 members 
Mstep: Class 13 contains 293305 members 
Mstep: Class 14 contains 11951 members 
Mstep: Class 15 contains 300007 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16800 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955380.000000 Penalty: 12671.912109
Iteration 480F: 21 clusters Score -4.695538e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 99297 members 
Mstep: Class 3 contains 26305 members 
Mstep: Class 4 contains 114112 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71214 members 
Mstep: Class 7 contains 21334 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40181 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 39939 members 
Mstep: Class 13 contains 293166 members 
Mstep: Class 14 contains 11953 members 
Mstep: Class 15 contains 300232 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16798 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 5637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955264.000000 Penalty: 12671.912109
Iteration 481Q: 21 clusters Score -4.695526e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 114107 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71113 members 
Mstep: Class 7 contains 21336 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40191 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 39902 members 
Mstep: Class 13 contains 293071 members 
Mstep: Class 14 contains 11955 members 
Mstep: Class 15 contains 300442 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16797 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955220.000000 Penalty: 12671.912109
Iteration 482Q: 21 clusters Score -4.695522e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 99338 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 114111 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 71024 members 
Mstep: Class 7 contains 21340 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40192 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 39854 members 
Mstep: Class 13 contains 292993 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 300627 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16792 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 20 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955184.000000 Penalty: 12671.912109
Iteration 483Q: 21 clusters Score -4.695518e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 99350 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 114134 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70915 members 
Mstep: Class 7 contains 21346 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40189 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 39803 members 
Mstep: Class 13 contains 292958 members 
Mstep: Class 14 contains 11982 members 
Mstep: Class 15 contains 300781 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16791 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8223 members 
Mstep: Class 20 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955152.000000 Penalty: 12671.912109
Iteration 484Q: 21 clusters Score -4.695515e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 99337 members 
Mstep: Class 3 contains 26306 members 
Mstep: Class 4 contains 114133 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70814 members 
Mstep: Class 7 contains 21352 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40194 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 39760 members 
Mstep: Class 13 contains 292921 members 
Mstep: Class 14 contains 11995 members 
Mstep: Class 15 contains 300957 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16790 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46955048.000000 Penalty: 12671.912109
Iteration 485Q: 21 clusters Score -4.695505e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 99298 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 114171 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70672 members 
Mstep: Class 7 contains 21354 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40194 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 39721 members 
Mstep: Class 13 contains 292923 members 
Mstep: Class 14 contains 12007 members 
Mstep: Class 15 contains 301125 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16788 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954884.000000 Penalty: 12671.912109
Iteration 486Q: 21 clusters Score -4.695488e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 99268 members 
Mstep: Class 3 contains 26311 members 
Mstep: Class 4 contains 114197 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40193 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 39689 members 
Mstep: Class 13 contains 292990 members 
Mstep: Class 14 contains 12016 members 
Mstep: Class 15 contains 301223 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16783 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 20 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954744.000000 Penalty: 12671.912109
Iteration 487Q: 21 clusters Score -4.695474e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 99233 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 114223 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70369 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40195 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 39651 members 
Mstep: Class 13 contains 293109 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 301284 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16782 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8272 members 
Mstep: Class 20 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954680.000000 Penalty: 12671.912109
Iteration 488Q: 21 clusters Score -4.695468e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 99212 members 
Mstep: Class 3 contains 26315 members 
Mstep: Class 4 contains 114245 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70229 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40196 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 39603 members 
Mstep: Class 13 contains 293225 members 
Mstep: Class 14 contains 12038 members 
Mstep: Class 15 contains 301337 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16783 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954612.000000 Penalty: 12671.912109
Iteration 489Q: 21 clusters Score -4.695461e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 99189 members 
Mstep: Class 3 contains 26315 members 
Mstep: Class 4 contains 114262 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 70073 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40199 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 39576 members 
Mstep: Class 13 contains 293387 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 301362 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 16776 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954664.000000 Penalty: 12671.912109
Iteration 490Q: 21 clusters Score -4.695466e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 99177 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 114266 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69949 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40203 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 39534 members 
Mstep: Class 13 contains 293533 members 
Mstep: Class 14 contains 12022 members 
Mstep: Class 15 contains 301398 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 16768 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954620.000000 Penalty: 12671.912109
Iteration 491Q: 21 clusters Score -4.695462e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 99167 members 
Mstep: Class 3 contains 26325 members 
Mstep: Class 4 contains 114265 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69826 members 
Mstep: Class 7 contains 21347 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40214 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 39494 members 
Mstep: Class 13 contains 293668 members 
Mstep: Class 14 contains 12016 members 
Mstep: Class 15 contains 301437 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16763 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954588.000000 Penalty: 12671.912109
Iteration 492Q: 21 clusters Score -4.695459e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 99172 members 
Mstep: Class 3 contains 26329 members 
Mstep: Class 4 contains 114266 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69702 members 
Mstep: Class 7 contains 21351 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40218 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 39447 members 
Mstep: Class 13 contains 293830 members 
Mstep: Class 14 contains 12009 members 
Mstep: Class 15 contains 301454 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16756 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954656.000000 Penalty: 12671.912109
Iteration 493Q: 21 clusters Score -4.695466e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 99172 members 
Mstep: Class 3 contains 26334 members 
Mstep: Class 4 contains 114280 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69588 members 
Mstep: Class 7 contains 21352 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40223 members 
Mstep: Class 10 contains 4484 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 293961 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 301462 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16748 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954724.000000 Penalty: 12671.912109
Iteration 494Q: 21 clusters Score -4.695472e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 99184 members 
Mstep: Class 3 contains 26350 members 
Mstep: Class 4 contains 114297 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69475 members 
Mstep: Class 7 contains 21354 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40225 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 39358 members 
Mstep: Class 13 contains 294117 members 
Mstep: Class 14 contains 12005 members 
Mstep: Class 15 contains 301472 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16739 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954676.000000 Penalty: 12671.912109
Iteration 495Q: 21 clusters Score -4.695468e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 99187 members 
Mstep: Class 3 contains 26364 members 
Mstep: Class 4 contains 114314 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69364 members 
Mstep: Class 7 contains 21351 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40222 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 294267 members 
Mstep: Class 14 contains 12004 members 
Mstep: Class 15 contains 301475 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16731 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954700.000000 Penalty: 12671.912109
Iteration 496Q: 21 clusters Score -4.69547e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 99193 members 
Mstep: Class 3 contains 26379 members 
Mstep: Class 4 contains 114338 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69279 members 
Mstep: Class 7 contains 21349 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40217 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 39270 members 
Mstep: Class 13 contains 294408 members 
Mstep: Class 14 contains 12003 members 
Mstep: Class 15 contains 301457 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 16727 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954684.000000 Penalty: 12671.912109
Iteration 497Q: 21 clusters Score -4.695468e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 99206 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 114341 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69203 members 
Mstep: Class 7 contains 21348 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40218 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 39223 members 
Mstep: Class 13 contains 294554 members 
Mstep: Class 14 contains 12006 members 
Mstep: Class 15 contains 301431 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16725 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954580.000000 Penalty: 12671.912109
Iteration 498Q: 21 clusters Score -4.695458e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 99231 members 
Mstep: Class 3 contains 26386 members 
Mstep: Class 4 contains 114356 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69111 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40218 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 39189 members 
Mstep: Class 13 contains 294729 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 301376 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16719 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954536.000000 Penalty: 12671.912109
Iteration 499Q: 21 clusters Score -4.695454e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 99256 members 
Mstep: Class 3 contains 26380 members 
Mstep: Class 4 contains 114367 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 69027 members 
Mstep: Class 7 contains 21352 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 40213 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 39153 members 
Mstep: Class 13 contains 294902 members 
Mstep: Class 14 contains 12009 members 
Mstep: Class 15 contains 301321 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 18 contains 40 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46954640.000000 Penalty: 12671.912109
Iteration 500F: 21 clusters Score -4.695464e+07 nChanged 669
Maximum iterations exceeded
24->21 Clusters: Score -46954640.000000, best is -46957668.000000

Starting from 25 clusters...
--- Clustering full data set of 1115908 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 46473 members 
Mstep: Class 3 contains 46354 members 
Mstep: Class 4 contains 46422 members 
Mstep: Class 5 contains 46418 members 
Mstep: Class 6 contains 46427 members 
Mstep: Class 7 contains 46457 members 
Mstep: Class 8 contains 46603 members 
Mstep: Class 9 contains 46923 members 
Mstep: Class 10 contains 46376 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 46557 members 
Mstep: Class 13 contains 46622 members 
Mstep: Class 14 contains 46724 members 
Mstep: Class 15 contains 46447 members 
Mstep: Class 16 contains 46484 members 
Mstep: Class 17 contains 46742 members 
Mstep: Class 18 contains 46682 members 
Mstep: Class 19 contains 46577 members 
Mstep: Class 20 contains 46786 members 
Mstep: Class 21 contains 46556 members 
Mstep: Class 22 contains 46339 members 
Mstep: Class 23 contains 46415 members 
Mstep: Class 24 contains 46064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 179.979065 but Gain 633.595703
Score: -43645908.000000 Penalty: 14572.699219
Iteration 0F: 24 clusters Score -4.364591e+07 nChanged 1068100
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 44639 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 26907 members 
Mstep: Class 6 contains 29849 members 
Mstep: Class 7 contains 99849 members 
Mstep: Class 8 contains 32330 members 
Mstep: Class 9 contains 45107 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 11 contains 23075 members 
Mstep: Class 12 contains 15797 members 
Mstep: Class 13 contains 59185 members 
Mstep: Class 14 contains 40594 members 
Mstep: Class 15 contains 90513 members 
Mstep: Class 16 contains 70690 members 
Mstep: Class 17 contains 92584 members 
Mstep: Class 18 contains 78755 members 
Mstep: Class 19 contains 57609 members 
Mstep: Class 20 contains 32122 members 
Mstep: Class 22 contains 20569 members 
Mstep: Class 23 contains 40511 members 
Mstep: Class 24 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45593004.000000 Penalty: 14572.699219
Iteration 1F: 24 clusters Score -4.5593e+07 nChanged 326406
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 34289 members 
Mstep: Class 3 contains 8405 members 
Mstep: Class 4 contains 17142 members 
Mstep: Class 5 contains 23687 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 7 contains 109041 members 
Mstep: Class 8 contains 29773 members 
Mstep: Class 9 contains 43089 members 
Mstep: Class 10 contains 101918 members 
Mstep: Class 11 contains 22998 members 
Mstep: Class 12 contains 7339 members 
Mstep: Class 13 contains 49075 members 
Mstep: Class 14 contains 33165 members 
Mstep: Class 15 contains 94730 members 
Mstep: Class 16 contains 81002 members 
Mstep: Class 17 contains 106255 members 
Mstep: Class 18 contains 80525 members 
Mstep: Class 19 contains 52822 members 
Mstep: Class 20 contains 28267 members 
Mstep: Class 22 contains 13910 members 
Mstep: Class 23 contains 39458 members 
Mstep: Class 24 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45867104.000000 Penalty: 14572.699219
Iteration 2F: 24 clusters Score -4.58671e+07 nChanged 219683
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 23354 members 
Mstep: Class 3 contains 5642 members 
Mstep: Class 4 contains 13791 members 
Mstep: Class 5 contains 19980 members 
Mstep: Class 6 contains 30068 members 
Mstep: Class 7 contains 116663 members 
Mstep: Class 8 contains 26766 members 
Mstep: Class 9 contains 36093 members 
Mstep: Class 10 contains 124965 members 
Mstep: Class 11 contains 20841 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 37545 members 
Mstep: Class 14 contains 26260 members 
Mstep: Class 15 contains 95450 members 
Mstep: Class 16 contains 91225 members 
Mstep: Class 17 contains 122157 members 
Mstep: Class 18 contains 83395 members 
Mstep: Class 19 contains 46707 members 
Mstep: Class 20 contains 24975 members 
Mstep: Class 22 contains 9928 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46035524.000000 Penalty: 14572.699219
Iteration 3F: 24 clusters Score -4.603552e+07 nChanged 178635
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 14150 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 15689 members 
Mstep: Class 6 contains 34176 members 
Mstep: Class 7 contains 123515 members 
Mstep: Class 8 contains 24817 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 143327 members 
Mstep: Class 11 contains 17672 members 
Mstep: Class 12 contains 1769 members 
Mstep: Class 13 contains 27913 members 
Mstep: Class 14 contains 20817 members 
Mstep: Class 15 contains 95191 members 
Mstep: Class 16 contains 98037 members 
Mstep: Class 17 contains 136718 members 
Mstep: Class 18 contains 87164 members 
Mstep: Class 19 contains 39986 members 
Mstep: Class 20 contains 21385 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 32007 members 
Mstep: Class 24 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 373.222015 but Gain 633.595703
Score: -46152512.000000 Penalty: 13939.103516
Iteration 4F: 23 clusters Score -4.615251e+07 nChanged 150779
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 3 contains 3213 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 11901 members 
Mstep: Class 6 contains 36403 members 
Mstep: Class 7 contains 129415 members 
Mstep: Class 8 contains 23443 members 
Mstep: Class 9 contains 21883 members 
Mstep: Class 10 contains 158239 members 
Mstep: Class 11 contains 14511 members 
Mstep: Class 12 contains 942 members 
Mstep: Class 13 contains 20189 members 
Mstep: Class 14 contains 16322 members 
Mstep: Class 15 contains 94897 members 
Mstep: Class 16 contains 101120 members 
Mstep: Class 17 contains 149700 members 
Mstep: Class 18 contains 92434 members 
Mstep: Class 19 contains 33571 members 
Mstep: Class 20 contains 17897 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 27763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 486.038757 but Gain 633.595703
Score: -46243012.000000 Penalty: 13305.507812
Iteration 5F: 22 clusters Score -4.624301e+07 nChanged 130402
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 5681 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 37449 members 
Mstep: Class 7 contains 135323 members 
Mstep: Class 8 contains 22126 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 171613 members 
Mstep: Class 11 contains 11699 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 12982 members 
Mstep: Class 15 contains 93173 members 
Mstep: Class 16 contains 100232 members 
Mstep: Class 17 contains 161660 members 
Mstep: Class 18 contains 99613 members 
Mstep: Class 19 contains 28046 members 
Mstep: Class 20 contains 14856 members 
Mstep: Class 22 contains 5118 members 
Mstep: Class 23 contains 23562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46319680.000000 Penalty: 13305.507812
Iteration 6F: 22 clusters Score -4.631968e+07 nChanged 115990
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 147916 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 37803 members 
Mstep: Class 7 contains 143076 members 
Mstep: Class 8 contains 20495 members 
Mstep: Class 9 contains 11759 members 
Mstep: Class 10 contains 184633 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 13 contains 9542 members 
Mstep: Class 14 contains 10719 members 
Mstep: Class 15 contains 88908 members 
Mstep: Class 16 contains 95896 members 
Mstep: Class 17 contains 172553 members 
Mstep: Class 18 contains 108579 members 
Mstep: Class 19 contains 23762 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 19453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46386788.000000 Penalty: 13305.507812
Iteration 7F: 22 clusters Score -4.638679e+07 nChanged 109155
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 38079 members 
Mstep: Class 7 contains 153946 members 
Mstep: Class 8 contains 18527 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 198223 members 
Mstep: Class 11 contains 7358 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 82392 members 
Mstep: Class 16 contains 88652 members 
Mstep: Class 17 contains 182159 members 
Mstep: Class 18 contains 119522 members 
Mstep: Class 19 contains 20167 members 
Mstep: Class 20 contains 10802 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 369.542572 but Gain 633.595703
Score: -46448284.000000 Penalty: 12671.912109
Iteration 8F: 21 clusters Score -4.644828e+07 nChanged 105507
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 38700 members 
Mstep: Class 7 contains 167912 members 
Mstep: Class 8 contains 16500 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 212747 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 74186 members 
Mstep: Class 16 contains 79310 members 
Mstep: Class 17 contains 191655 members 
Mstep: Class 18 contains 131639 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 9547 members 
Mstep: Class 22 contains 3124 members 
Mstep: Class 23 contains 12082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46507288.000000 Penalty: 12671.912109
Iteration 9F: 21 clusters Score -4.650729e+07 nChanged 100281
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 39493 members 
Mstep: Class 7 contains 182941 members 
Mstep: Class 8 contains 14648 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 228086 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 65530 members 
Mstep: Class 16 contains 68388 members 
Mstep: Class 17 contains 201970 members 
Mstep: Class 18 contains 143509 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 8999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46562112.000000 Penalty: 12671.912109
Iteration 10F: 21 clusters Score -4.656211e+07 nChanged 94642
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 40381 members 
Mstep: Class 7 contains 197639 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2112 members 
Mstep: Class 10 contains 243948 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 57118 members 
Mstep: Class 16 contains 56531 members 
Mstep: Class 17 contains 214053 members 
Mstep: Class 18 contains 153622 members 
Mstep: Class 19 contains 10376 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 22 contains 2128 members 
Mstep: Class 23 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 586.957275 but Gain 633.595703
Score: -46614048.000000 Penalty: 12038.316406
Iteration 11F: 20 clusters Score -4.661405e+07 nChanged 86701
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 5 contains 1790 members 
Mstep: Class 6 contains 41312 members 
Mstep: Class 7 contains 209853 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 259613 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 48988 members 
Mstep: Class 16 contains 44677 members 
Mstep: Class 17 contains 228204 members 
Mstep: Class 18 contains 161326 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 22 contains 1861 members 
Mstep: Class 23 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 591.935303 but Gain 633.594727
Score: -46662968.000000 Penalty: 11404.721680
Iteration 12F: 19 clusters Score -4.666297e+07 nChanged 76032
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 42240 members 
Mstep: Class 7 contains 219118 members 
Mstep: Class 8 contains 10642 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 274297 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 41221 members 
Mstep: Class 16 contains 33681 members 
Mstep: Class 17 contains 242668 members 
Mstep: Class 18 contains 166284 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 22 contains 1760 members 
Mstep: Class 23 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 429.792786 but Gain 633.595703
Score: -46703200.000000 Penalty: 10771.125977
Iteration 13F: 18 clusters Score -4.67032e+07 nChanged 64127
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 43102 members 
Mstep: Class 7 contains 225180 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 10 contains 287800 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 33668 members 
Mstep: Class 16 contains 24515 members 
Mstep: Class 17 contains 256192 members 
Mstep: Class 18 contains 168735 members 
Mstep: Class 19 contains 3631 members 
Mstep: Class 20 contains 4733 members 
Mstep: Class 22 contains 1759 members 
Mstep: Class 23 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46733960.000000 Penalty: 10771.125977
Iteration 14F: 18 clusters Score -4.673396e+07 nChanged 52066
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 43840 members 
Mstep: Class 7 contains 228713 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 10 contains 298410 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 774 members 
Mstep: Class 15 contains 26871 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 267972 members 
Mstep: Class 18 contains 169234 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 4046 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 417.144714 but Gain 633.595703
Score: -46754720.000000 Penalty: 10137.530273
Iteration 15Q: 17 clusters Score -4.675472e+07 nChanged 44588
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 5 contains 884 members 
Mstep: Class 6 contains 44360 members 
Mstep: Class 7 contains 231191 members 
Mstep: Class 8 contains 8982 members 
Mstep: Class 10 contains 305523 members 
Mstep: Class 11 contains 615 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 15 contains 21053 members 
Mstep: Class 16 contains 12814 members 
Mstep: Class 17 contains 279246 members 
Mstep: Class 18 contains 168250 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 434.968475 but Gain 633.595703
Score: -46769680.000000 Penalty: 9503.934570
Iteration 16Q: 16 clusters Score -4.676968e+07 nChanged 38045
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 44743 members 
Mstep: Class 7 contains 232817 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 10 contains 309122 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 13 contains 673 members 
Mstep: Class 15 contains 16277 members 
Mstep: Class 16 contains 9239 members 
Mstep: Class 17 contains 290185 members 
Mstep: Class 18 contains 166632 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 22 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 349.723236 but Gain 633.595703
Score: -46780464.000000 Penalty: 8870.338867
Iteration 17Q: 15 clusters Score -4.678046e+07 nChanged 32892
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 44952 members 
Mstep: Class 7 contains 233767 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 10 contains 309311 members 
Mstep: Class 13 contains 639 members 
Mstep: Class 15 contains 12531 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 302065 members 
Mstep: Class 18 contains 164387 members 
Mstep: Class 19 contains 1240 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 22 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46788812.000000 Penalty: 8870.338867
Iteration 18Q: 15 clusters Score -4.678881e+07 nChanged 29251
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 45065 members 
Mstep: Class 7 contains 234212 members 
Mstep: Class 8 contains 8642 members 
Mstep: Class 10 contains 306340 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 15 contains 9678 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 314957 members 
Mstep: Class 18 contains 161606 members 
Mstep: Class 19 contains 1096 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 22 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46795040.000000 Penalty: 8870.338867
Iteration 19Q: 15 clusters Score -4.679504e+07 nChanged 27758
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 45162 members 
Mstep: Class 7 contains 234037 members 
Mstep: Class 8 contains 8602 members 
Mstep: Class 10 contains 301148 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 15 contains 7603 members 
Mstep: Class 16 contains 3411 members 
Mstep: Class 17 contains 328645 members 
Mstep: Class 18 contains 158852 members 
Mstep: Class 19 contains 1000 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 22 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46799988.000000 Penalty: 8870.338867
Iteration 20F: 15 clusters Score -4.679999e+07 nChanged 26213
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 45094 members 
Mstep: Class 7 contains 233179 members 
Mstep: Class 8 contains 8613 members 
Mstep: Class 10 contains 295259 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 341894 members 
Mstep: Class 18 contains 156492 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 22 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 630.295044 but Gain 633.595703
Score: -46804396.000000 Penalty: 8236.743164
Iteration 21Q: 14 clusters Score -4.68044e+07 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 6 contains 45026 members 
Mstep: Class 7 contains 231821 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 10 contains 289931 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 15 contains 4856 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 353976 members 
Mstep: Class 18 contains 154669 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 22 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46807772.000000 Penalty: 8236.743164
Iteration 22Q: 14 clusters Score -4.680777e+07 nChanged 25383
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 6 contains 44895 members 
Mstep: Class 7 contains 229874 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 10 contains 285827 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 363676 members 
Mstep: Class 18 contains 153422 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 22 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46809212.000000 Penalty: 8236.743164
Iteration 23Q: 14 clusters Score -4.680921e+07 nChanged 25171
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 6 contains 44782 members 
Mstep: Class 7 contains 227663 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 10 contains 283605 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 370865 members 
Mstep: Class 18 contains 152350 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 22 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46810240.000000 Penalty: 8236.743164
Iteration 24Q: 14 clusters Score -4.681024e+07 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 6 contains 44652 members 
Mstep: Class 7 contains 225347 members 
Mstep: Class 8 contains 9028 members 
Mstep: Class 10 contains 283455 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 375068 members 
Mstep: Class 18 contains 151831 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 1112 members 
Mstep: Class 22 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46810580.000000 Penalty: 8236.743164
Iteration 25Q: 14 clusters Score -4.681058e+07 nChanged 21882
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 223055 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 10 contains 285170 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 376514 members 
Mstep: Class 18 contains 151772 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 22 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46811192.000000 Penalty: 8236.743164
Iteration 26Q: 14 clusters Score -4.681119e+07 nChanged 19426
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 6 contains 44423 members 
Mstep: Class 7 contains 220968 members 
Mstep: Class 8 contains 9385 members 
Mstep: Class 10 contains 288455 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 727 members 
Mstep: Class 17 contains 375933 members 
Mstep: Class 18 contains 151814 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 22 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46812292.000000 Penalty: 8236.743164
Iteration 27Q: 14 clusters Score -4.681229e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 6 contains 44368 members 
Mstep: Class 7 contains 219205 members 
Mstep: Class 8 contains 9653 members 
Mstep: Class 10 contains 292969 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 373707 members 
Mstep: Class 18 contains 151705 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 910 members 
Mstep: Class 22 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 618.892273 but Gain 633.595703
Score: -46813296.000000 Penalty: 7603.147461
Iteration 28Q: 13 clusters Score -4.68133e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 6 contains 44410 members 
Mstep: Class 7 contains 218020 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 10 contains 298487 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 603 members 
Mstep: Class 17 contains 370042 members 
Mstep: Class 18 contains 151649 members 
Mstep: Class 19 contains 1149 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 22 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46814292.000000 Penalty: 7603.147461
Iteration 29Q: 13 clusters Score -4.681429e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 6 contains 44403 members 
Mstep: Class 7 contains 217320 members 
Mstep: Class 8 contains 10213 members 
Mstep: Class 10 contains 304371 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 562 members 
Mstep: Class 17 contains 365182 members 
Mstep: Class 18 contains 151352 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 22 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 612.834717 but Gain 633.595703
Score: -46815188.000000 Penalty: 6969.551758
Iteration 30Q: 12 clusters Score -4.681519e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 6 contains 44402 members 
Mstep: Class 7 contains 217223 members 
Mstep: Class 8 contains 10496 members 
Mstep: Class 10 contains 310427 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 17 contains 359979 members 
Mstep: Class 18 contains 151015 members 
Mstep: Class 19 contains 1211 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 22 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46816832.000000 Penalty: 6969.551758
Iteration 31Q: 12 clusters Score -4.681683e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 6 contains 44434 members 
Mstep: Class 7 contains 217834 members 
Mstep: Class 8 contains 10722 members 
Mstep: Class 10 contains 315930 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 17 contains 354110 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46817128.000000 Penalty: 6969.551758
Iteration 32Q: 12 clusters Score -4.681713e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 6 contains 44469 members 
Mstep: Class 7 contains 219164 members 
Mstep: Class 8 contains 10875 members 
Mstep: Class 10 contains 320662 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 17 contains 348215 members 
Mstep: Class 18 contains 150343 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 22 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46818068.000000 Penalty: 6969.551758
Iteration 33Q: 12 clusters Score -4.681807e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 6 contains 44552 members 
Mstep: Class 7 contains 220933 members 
Mstep: Class 8 contains 10936 members 
Mstep: Class 10 contains 324427 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 17 contains 342766 members 
Mstep: Class 18 contains 150067 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 22 contains 6222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46818824.000000 Penalty: 6969.551758
Iteration 34Q: 12 clusters Score -4.681882e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 6 contains 44643 members 
Mstep: Class 7 contains 223070 members 
Mstep: Class 8 contains 10969 members 
Mstep: Class 10 contains 327148 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 17 contains 338061 members 
Mstep: Class 18 contains 149740 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 22 contains 6408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46820352.000000 Penalty: 6969.551758
Iteration 35Q: 12 clusters Score -4.682035e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 6 contains 44721 members 
Mstep: Class 7 contains 225458 members 
Mstep: Class 8 contains 10976 members 
Mstep: Class 10 contains 328740 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 17 contains 334363 members 
Mstep: Class 18 contains 149318 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 746 members 
Mstep: Class 22 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46821852.000000 Penalty: 6969.551758
Iteration 36Q: 12 clusters Score -4.682185e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 6 contains 44788 members 
Mstep: Class 7 contains 227849 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 10 contains 329127 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 17 contains 331907 members 
Mstep: Class 18 contains 148849 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 22 contains 6805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 620.187378 but Gain 633.595703
Score: -46822960.000000 Penalty: 6335.956055
Iteration 37Q: 11 clusters Score -4.682296e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 6 contains 44840 members 
Mstep: Class 7 contains 230198 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 10 contains 328904 members 
Mstep: Class 17 contains 330593 members 
Mstep: Class 18 contains 148442 members 
Mstep: Class 19 contains 1217 members 
Mstep: Class 20 contains 758 members 
Mstep: Class 22 contains 6973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46824716.000000 Penalty: 6335.956055
Iteration 38Q: 11 clusters Score -4.682472e+07 nChanged 10531
Entering ConstructFrom: 
Score: -46824716.000000 Penalty: 6335.956055
Entering ConstructFrom: 
Trying to split cluster 1 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -610090.437500 Penalty: 430.920471
	Iteration 0F: 2 clusters Score -610090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -601398.562500 Penalty: 861.840942
	Iteration 0F: 3 clusters Score -601398.6 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -604957.000000 Penalty: 861.840942
	Iteration 1F: 3 clusters Score -604957 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -605087.687500 Penalty: 861.840942
	Iteration 2Q: 3 clusters Score -605087.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -605196.937500 Penalty: 861.840942
	Iteration 3Q: 3 clusters Score -605196.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -605328.750000 Penalty: 861.840942
	Iteration 4Q: 3 clusters Score -605328.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -605487.812500 Penalty: 861.840942
	Iteration 5Q: 3 clusters Score -605487.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -605708.750000 Penalty: 861.840942
	Iteration 6Q: 3 clusters Score -605708.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -606054.125000 Penalty: 861.840942
	Iteration 7Q: 3 clusters Score -606054.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -606590.250000 Penalty: 861.840942
	Iteration 8F: 3 clusters Score -606590.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -607195.500000 Penalty: 861.840942
	Iteration 9F: 3 clusters Score -607195.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -607588.500000 Penalty: 861.840942
	Iteration 10F: 3 clusters Score -607588.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -607744.500000 Penalty: 861.840942
	Iteration 11Q: 3 clusters Score -607744.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -607818.187500 Penalty: 861.840942
	Iteration 12Q: 3 clusters Score -607818.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -607875.062500 Penalty: 861.840942
	Iteration 13Q: 3 clusters Score -607875.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -607931.187500 Penalty: 861.840942
	Iteration 14Q: 3 clusters Score -607931.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -607982.750000 Penalty: 861.840942
	Iteration 15Q: 3 clusters Score -607982.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -608047.125000 Penalty: 861.840942
	Iteration 16Q: 3 clusters Score -608047.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -608120.437500 Penalty: 861.840942
	Iteration 17Q: 3 clusters Score -608120.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -608207.187500 Penalty: 861.840942
	Iteration 18Q: 3 clusters Score -608207.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -608284.687500 Penalty: 861.840942
	Iteration 19Q: 3 clusters Score -608284.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -608372.125000 Penalty: 861.840942
	Iteration 20F: 3 clusters Score -608372.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -608457.750000 Penalty: 861.840942
	Iteration 21Q: 3 clusters Score -608457.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -608541.125000 Penalty: 861.840942
	Iteration 22Q: 3 clusters Score -608541.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -608596.937500 Penalty: 861.840942
	Iteration 23Q: 3 clusters Score -608596.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -608646.187500 Penalty: 861.840942
	Iteration 24Q: 3 clusters Score -608646.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -608675.250000 Penalty: 861.840942
	Iteration 25Q: 3 clusters Score -608675.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -608705.250000 Penalty: 861.840942
	Iteration 26Q: 3 clusters Score -608705.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -608724.062500 Penalty: 861.840942
	Iteration 27Q: 3 clusters Score -608724.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -608742.812500 Penalty: 861.840942
	Iteration 28Q: 3 clusters Score -608742.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -608753.250000 Penalty: 861.840942
	Iteration 29Q: 3 clusters Score -608753.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -608764.625000 Penalty: 861.840942
	Iteration 30Q: 3 clusters Score -608764.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -608773.812500 Penalty: 861.840942
	Iteration 31Q: 3 clusters Score -608773.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -608778.125000 Penalty: 861.840942
	Iteration 32Q: 3 clusters Score -608778.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -608781.500000 Penalty: 861.840942
	Iteration 33Q: 3 clusters Score -608781.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -608782.750000 Penalty: 861.840942
	Iteration 34Q: 3 clusters Score -608782.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -608786.687500 Penalty: 861.840942
	Iteration 35Q: 3 clusters Score -608786.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -608788.062500 Penalty: 861.840942
	Iteration 36Q: 3 clusters Score -608788.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -608790.500000 Penalty: 861.840942
	Iteration 37Q: 3 clusters Score -608790.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -608792.437500 Penalty: 861.840942
	Iteration 38Q: 3 clusters Score -608792.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -608795.562500 Penalty: 861.840942
	Iteration 39Q: 3 clusters Score -608795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -608796.125000 Penalty: 861.840942
	Iteration 40F: 3 clusters Score -608796.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -608798.812500 Penalty: 861.840942
	Iteration 41Q: 3 clusters Score -608798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -608799.250000 Penalty: 861.840942
	Iteration 42Q: 3 clusters Score -608799.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -608800.625000 Penalty: 861.840942
	Iteration 43Q: 3 clusters Score -608800.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -608800.875000 Penalty: 861.840942
	Iteration 44Q: 3 clusters Score -608800.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -608805.937500 Penalty: 861.840942
	Iteration 45Q: 3 clusters Score -608805.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -608807.937500 Penalty: 861.840942
	Iteration 46Q: 3 clusters Score -608807.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -608808.062500 Penalty: 861.840942
	Iteration 47Q: 3 clusters Score -608808.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -608810.375000 Penalty: 861.840942
	Iteration 48Q: 3 clusters Score -608810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -608810.875000 Penalty: 861.840942
	Iteration 49Q: 3 clusters Score -608810.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -608811.437500 Penalty: 861.840942
	Iteration 50Q: 3 clusters Score -608811.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -608811.375000 Penalty: 861.840942
	Iteration 51Q: 3 clusters Score -608811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -608812.375000 Penalty: 861.840942
	Iteration 52Q: 3 clusters Score -608812.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -608813.750000 Penalty: 861.840942
	Iteration 53Q: 3 clusters Score -608813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -608815.062500 Penalty: 861.840942
	Iteration 54Q: 3 clusters Score -608815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -608817.437500 Penalty: 861.840942
	Iteration 55Q: 3 clusters Score -608817.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -608816.125000 Penalty: 861.840942
	Iteration 56Q: 3 clusters Score -608816.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -608814.687500 Penalty: 861.840942
	Iteration 57Q: 3 clusters Score -608814.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -608815.812500 Penalty: 861.840942
	Iteration 58Q: 3 clusters Score -608815.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -608819.875000 Penalty: 861.840942
	Iteration 59Q: 3 clusters Score -608819.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -608821.875000 Penalty: 861.840942
	Iteration 60F: 3 clusters Score -608821.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -608822.062500 Penalty: 861.840942
	Iteration 61Q: 3 clusters Score -608822.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -608824.000000 Penalty: 861.840942
	Iteration 62Q: 3 clusters Score -608824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -608825.312500 Penalty: 861.840942
	Iteration 63Q: 3 clusters Score -608825.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -608827.062500 Penalty: 861.840942
	Iteration 64Q: 3 clusters Score -608827.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -608827.625000 Penalty: 861.840942
	Iteration 65Q: 3 clusters Score -608827.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -608828.125000 Penalty: 861.840942
	Iteration 66Q: 3 clusters Score -608828.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -608831.250000 Penalty: 861.840942
	Iteration 67Q: 3 clusters Score -608831.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -608834.812500 Penalty: 861.840942
	Iteration 68Q: 3 clusters Score -608834.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -608834.687500 Penalty: 861.840942
	Iteration 69Q: 3 clusters Score -608834.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -608838.687500 Penalty: 861.840942
	Iteration 70Q: 3 clusters Score -608838.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -608840.125000 Penalty: 861.840942
	Iteration 71Q: 3 clusters Score -608840.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -608845.187500 Penalty: 861.840942
	Iteration 72Q: 3 clusters Score -608845.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -608849.000000 Penalty: 861.840942
	Iteration 73Q: 3 clusters Score -608849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -608854.937500 Penalty: 861.840942
	Iteration 74Q: 3 clusters Score -608854.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -608857.312500 Penalty: 861.840942
	Iteration 75Q: 3 clusters Score -608857.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -608862.375000 Penalty: 861.840942
	Iteration 76Q: 3 clusters Score -608862.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -608868.187500 Penalty: 861.840942
	Iteration 77Q: 3 clusters Score -608868.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -608869.562500 Penalty: 861.840942
	Iteration 78Q: 3 clusters Score -608869.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -608877.250000 Penalty: 861.840942
	Iteration 79Q: 3 clusters Score -608877.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -608887.875000 Penalty: 861.840942
	Iteration 80F: 3 clusters Score -608887.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -608890.000000 Penalty: 861.840942
	Iteration 81Q: 3 clusters Score -608890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -608896.562500 Penalty: 861.840942
	Iteration 82Q: 3 clusters Score -608896.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -608904.750000 Penalty: 861.840942
	Iteration 83Q: 3 clusters Score -608904.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -608910.937500 Penalty: 861.840942
	Iteration 84Q: 3 clusters Score -608910.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -608919.937500 Penalty: 861.840942
	Iteration 85Q: 3 clusters Score -608919.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -608928.750000 Penalty: 861.840942
	Iteration 86Q: 3 clusters Score -608928.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -608934.750000 Penalty: 861.840942
	Iteration 87Q: 3 clusters Score -608934.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -608942.250000 Penalty: 861.840942
	Iteration 88Q: 3 clusters Score -608942.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -608947.312500 Penalty: 861.840942
	Iteration 89Q: 3 clusters Score -608947.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -608962.062500 Penalty: 861.840942
	Iteration 90Q: 3 clusters Score -608962.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -608975.375000 Penalty: 861.840942
	Iteration 91Q: 3 clusters Score -608975.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -608982.562500 Penalty: 861.840942
	Iteration 92Q: 3 clusters Score -608982.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -608991.125000 Penalty: 861.840942
	Iteration 93Q: 3 clusters Score -608991.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -609000.437500 Penalty: 861.840942
	Iteration 94Q: 3 clusters Score -609000.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -609010.937500 Penalty: 861.840942
	Iteration 95Q: 3 clusters Score -609010.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -609019.437500 Penalty: 861.840942
	Iteration 96Q: 3 clusters Score -609019.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -609031.812500 Penalty: 861.840942
	Iteration 97Q: 3 clusters Score -609031.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -609038.625000 Penalty: 861.840942
	Iteration 98Q: 3 clusters Score -609038.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -609048.812500 Penalty: 861.840942
	Iteration 99Q: 3 clusters Score -609048.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -609055.375000 Penalty: 861.840942
	Iteration 100F: 3 clusters Score -609055.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -609065.187500 Penalty: 861.840942
	Iteration 101Q: 3 clusters Score -609065.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -609071.562500 Penalty: 861.840942
	Iteration 102Q: 3 clusters Score -609071.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -609078.437500 Penalty: 861.840942
	Iteration 103Q: 3 clusters Score -609078.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -609088.000000 Penalty: 861.840942
	Iteration 104Q: 3 clusters Score -609088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -609097.437500 Penalty: 861.840942
	Iteration 105Q: 3 clusters Score -609097.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -609106.437500 Penalty: 861.840942
	Iteration 106Q: 3 clusters Score -609106.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -609113.312500 Penalty: 861.840942
	Iteration 107Q: 3 clusters Score -609113.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -609122.187500 Penalty: 861.840942
	Iteration 108Q: 3 clusters Score -609122.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -609127.875000 Penalty: 861.840942
	Iteration 109Q: 3 clusters Score -609127.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -609137.875000 Penalty: 861.840942
	Iteration 110Q: 3 clusters Score -609137.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -609149.437500 Penalty: 861.840942
	Iteration 111Q: 3 clusters Score -609149.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -609163.000000 Penalty: 861.840942
	Iteration 112Q: 3 clusters Score -609163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -609175.875000 Penalty: 861.840942
	Iteration 113Q: 3 clusters Score -609175.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -609186.437500 Penalty: 861.840942
	Iteration 114Q: 3 clusters Score -609186.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -609199.187500 Penalty: 861.840942
	Iteration 115Q: 3 clusters Score -609199.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -609208.687500 Penalty: 861.840942
	Iteration 116Q: 3 clusters Score -609208.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -609218.625000 Penalty: 861.840942
	Iteration 117Q: 3 clusters Score -609218.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -609227.312500 Penalty: 861.840942
	Iteration 118Q: 3 clusters Score -609227.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -609233.062500 Penalty: 861.840942
	Iteration 119Q: 3 clusters Score -609233.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -609240.875000 Penalty: 861.840942
	Iteration 120F: 3 clusters Score -609240.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -609248.375000 Penalty: 861.840942
	Iteration 121Q: 3 clusters Score -609248.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -609257.812500 Penalty: 861.840942
	Iteration 122Q: 3 clusters Score -609257.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -609265.812500 Penalty: 861.840942
	Iteration 123Q: 3 clusters Score -609265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -609273.937500 Penalty: 861.840942
	Iteration 124Q: 3 clusters Score -609273.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -609279.625000 Penalty: 861.840942
	Iteration 125Q: 3 clusters Score -609279.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -609291.375000 Penalty: 861.840942
	Iteration 126Q: 3 clusters Score -609291.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -609301.000000 Penalty: 861.840942
	Iteration 127Q: 3 clusters Score -609301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -609315.687500 Penalty: 861.840942
	Iteration 128Q: 3 clusters Score -609315.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -609333.250000 Penalty: 861.840942
	Iteration 129Q: 3 clusters Score -609333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -609350.312500 Penalty: 861.840942
	Iteration 130Q: 3 clusters Score -609350.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -609368.000000 Penalty: 861.840942
	Iteration 131Q: 3 clusters Score -609368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -609389.750000 Penalty: 861.840942
	Iteration 132Q: 3 clusters Score -609389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -609405.250000 Penalty: 861.840942
	Iteration 133Q: 3 clusters Score -609405.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -609419.437500 Penalty: 861.840942
	Iteration 134Q: 3 clusters Score -609419.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -609431.000000 Penalty: 861.840942
	Iteration 135Q: 3 clusters Score -609431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -609440.000000 Penalty: 861.840942
	Iteration 136Q: 3 clusters Score -609440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -609451.250000 Penalty: 861.840942
	Iteration 137Q: 3 clusters Score -609451.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -609463.687500 Penalty: 861.840942
	Iteration 138Q: 3 clusters Score -609463.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -609474.312500 Penalty: 861.840942
	Iteration 139Q: 3 clusters Score -609474.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -609487.687500 Penalty: 861.840942
	Iteration 140F: 3 clusters Score -609487.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -609499.687500 Penalty: 861.840942
	Iteration 141Q: 3 clusters Score -609499.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -609510.000000 Penalty: 861.840942
	Iteration 142Q: 3 clusters Score -609510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -609522.562500 Penalty: 861.840942
	Iteration 143Q: 3 clusters Score -609522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -609531.187500 Penalty: 861.840942
	Iteration 144Q: 3 clusters Score -609531.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -609542.500000 Penalty: 861.840942
	Iteration 145Q: 3 clusters Score -609542.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -609557.500000 Penalty: 861.840942
	Iteration 146Q: 3 clusters Score -609557.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -609566.875000 Penalty: 861.840942
	Iteration 147Q: 3 clusters Score -609566.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -609578.562500 Penalty: 861.840942
	Iteration 148Q: 3 clusters Score -609578.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -609588.312500 Penalty: 861.840942
	Iteration 149Q: 3 clusters Score -609588.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -609593.312500 Penalty: 861.840942
	Iteration 150Q: 3 clusters Score -609593.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -609604.750000 Penalty: 861.840942
	Iteration 151Q: 3 clusters Score -609604.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -609621.937500 Penalty: 861.840942
	Iteration 152Q: 3 clusters Score -609621.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -609636.500000 Penalty: 861.840942
	Iteration 153Q: 3 clusters Score -609636.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -609651.875000 Penalty: 861.840942
	Iteration 154Q: 3 clusters Score -609651.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -609666.062500 Penalty: 861.840942
	Iteration 155Q: 3 clusters Score -609666.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -609676.375000 Penalty: 861.840942
	Iteration 156Q: 3 clusters Score -609676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -609685.000000 Penalty: 861.840942
	Iteration 157Q: 3 clusters Score -609685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -609693.500000 Penalty: 861.840942
	Iteration 158Q: 3 clusters Score -609693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -609701.875000 Penalty: 861.840942
	Iteration 159Q: 3 clusters Score -609701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -609703.625000 Penalty: 861.840942
	Iteration 160F: 3 clusters Score -609703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -609707.062500 Penalty: 861.840942
	Iteration 161Q: 3 clusters Score -609707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -609709.687500 Penalty: 861.840942
	Iteration 162Q: 3 clusters Score -609709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -609717.375000 Penalty: 861.840942
	Iteration 163Q: 3 clusters Score -609717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -609721.375000 Penalty: 861.840942
	Iteration 164Q: 3 clusters Score -609721.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -609729.312500 Penalty: 861.840942
	Iteration 165Q: 3 clusters Score -609729.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -609733.375000 Penalty: 861.840942
	Iteration 166Q: 3 clusters Score -609733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -609736.500000 Penalty: 861.840942
	Iteration 167Q: 3 clusters Score -609736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -609737.812500 Penalty: 861.840942
	Iteration 168Q: 3 clusters Score -609737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -609740.062500 Penalty: 861.840942
	Iteration 169Q: 3 clusters Score -609740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -609742.625000 Penalty: 861.840942
	Iteration 170Q: 3 clusters Score -609742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -609743.625000 Penalty: 861.840942
	Iteration 171Q: 3 clusters Score -609743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -609744.562500 Penalty: 861.840942
	Iteration 172Q: 3 clusters Score -609744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -609744.875000 Penalty: 861.840942
	Iteration 173Q: 3 clusters Score -609744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -609746.250000 Penalty: 861.840942
	Iteration 174Q: 3 clusters Score -609746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -609746.250000 Penalty: 861.840942
	Iteration 175F: 3 clusters Score -609746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Entering Unmasked Estep 
Score: -1800717.625000 Penalty: 487.377411
	Iteration 0F: 2 clusters Score -1800718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -1770701.625000 Penalty: 974.754822
	Iteration 0F: 3 clusters Score -1770702 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1784104.375000 Penalty: 974.754822
	Iteration 1F: 3 clusters Score -1784104 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1786059.750000 Penalty: 974.754822
	Iteration 2F: 3 clusters Score -1786060 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1789304.375000 Penalty: 974.754822
	Iteration 3F: 3 clusters Score -1789304 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -1793289.750000 Penalty: 974.754822
	Iteration 4F: 3 clusters Score -1793290 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -1797028.625000 Penalty: 974.754822
	Iteration 5F: 3 clusters Score -1797029 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -1799843.250000 Penalty: 974.754822
	Iteration 6F: 3 clusters Score -1799843 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -1801547.625000 Penalty: 974.754822
	Iteration 7Q: 3 clusters Score -1801548 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -1802582.625000 Penalty: 974.754822
	Iteration 8Q: 3 clusters Score -1802583 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -1803041.750000 Penalty: 974.754822
	Iteration 9Q: 3 clusters Score -1803042 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -1803199.500000 Penalty: 974.754822
	Iteration 10Q: 3 clusters Score -1803200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -1803251.375000 Penalty: 974.754822
	Iteration 11Q: 3 clusters Score -1803251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -1803279.750000 Penalty: 974.754822
	Iteration 12Q: 3 clusters Score -1803280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -1803283.875000 Penalty: 974.754822
	Iteration 13Q: 3 clusters Score -1803284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -1803284.750000 Penalty: 974.754822
	Iteration 14Q: 3 clusters Score -1803285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -1803282.500000 Penalty: 974.754822
	Iteration 15Q: 3 clusters Score -1803282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -1803285.875000 Penalty: 974.754822
	Iteration 16Q: 3 clusters Score -1803286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -1803287.250000 Penalty: 974.754822
	Iteration 17Q: 3 clusters Score -1803287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -1803288.750000 Penalty: 974.754822
	Iteration 18Q: 3 clusters Score -1803289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -1803288.000000 Penalty: 974.754822
	Iteration 19Q: 3 clusters Score -1803288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -1803291.750000 Penalty: 974.754822
	Iteration 20F: 3 clusters Score -1803292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -1803288.625000 Penalty: 974.754822
	Iteration 21Q: 3 clusters Score -1803289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -1803289.875000 Penalty: 974.754822
	Iteration 22Q: 3 clusters Score -1803290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -1803289.875000 Penalty: 974.754822
	Iteration 23F: 3 clusters Score -1803290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 232307 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 10 contains 327565 members 
Mstep: Class 17 contains 330199 members 
Mstep: Class 18 contains 147941 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 22 contains 7136 members 
Entering Unmasked Estep 
Score: -46828184.000000 Penalty: 6969.551758
Splitting cluster 6 changes total score from -46824716.000000 to -46828184.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (232307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232307 members 
Entering Unmasked Estep 
Score: -9835833.000000 Penalty: 562.189575
	Iteration 0F: 2 clusters Score -9835833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -9677755.000000 Penalty: 1124.379150
	Iteration 0F: 3 clusters Score -9677755 nChanged 114605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -9752868.000000 Penalty: 1124.379150
	Iteration 1F: 3 clusters Score -9752868 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 139359 members 
Entering Unmasked Estep 
Score: -9761082.000000 Penalty: 1124.379150
	Iteration 2F: 3 clusters Score -9761082 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -9774810.000000 Penalty: 1124.379150
	Iteration 3F: 3 clusters Score -9774810 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -9791837.000000 Penalty: 1124.379150
	Iteration 4F: 3 clusters Score -9791837 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -9804788.000000 Penalty: 1124.379150
	Iteration 5F: 3 clusters Score -9804788 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 174014 members 
Entering Unmasked Estep 
Score: -9811049.000000 Penalty: 1124.379150
	Iteration 6Q: 3 clusters Score -9811049 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -9813708.000000 Penalty: 1124.379150
	Iteration 7Q: 3 clusters Score -9813708 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 181445 members 
Entering Unmasked Estep 
Score: -9815308.000000 Penalty: 1124.379150
	Iteration 8Q: 3 clusters Score -9815308 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -9816558.000000 Penalty: 1124.379150
	Iteration 9Q: 3 clusters Score -9816558 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 188401 members 
Entering Unmasked Estep 
Score: -9817711.000000 Penalty: 1124.379150
	Iteration 10Q: 3 clusters Score -9817711 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -9818893.000000 Penalty: 1124.379150
	Iteration 11Q: 3 clusters Score -9818893 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 195306 members 
Entering Unmasked Estep 
Score: -9820093.000000 Penalty: 1124.379150
	Iteration 12Q: 3 clusters Score -9820093 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -9821294.000000 Penalty: 1124.379150
	Iteration 13Q: 3 clusters Score -9821294 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 201864 members 
Entering Unmasked Estep 
Score: -9822502.000000 Penalty: 1124.379150
	Iteration 14Q: 3 clusters Score -9822502 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -9823730.000000 Penalty: 1124.379150
	Iteration 15Q: 3 clusters Score -9823730 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 207992 members 
Entering Unmasked Estep 
Score: -9824960.000000 Penalty: 1124.379150
	Iteration 16Q: 3 clusters Score -9824960 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 210912 members 
Entering Unmasked Estep 
Score: -9826252.000000 Penalty: 1124.379150
	Iteration 17Q: 3 clusters Score -9826252 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 213602 members 
Entering Unmasked Estep 
Score: -9827469.000000 Penalty: 1124.379150
	Iteration 18Q: 3 clusters Score -9827469 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 216047 members 
Entering Unmasked Estep 
Score: -9828693.000000 Penalty: 1124.379150
	Iteration 19Q: 3 clusters Score -9828693 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 218248 members 
Entering Unmasked Estep 
Score: -9829773.000000 Penalty: 1124.379150
	Iteration 20F: 3 clusters Score -9829773 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 220140 members 
Entering Unmasked Estep 
Score: -9830726.000000 Penalty: 1124.379150
	Iteration 21Q: 3 clusters Score -9830726 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 221820 members 
Entering Unmasked Estep 
Score: -9831482.000000 Penalty: 1124.379150
	Iteration 22Q: 3 clusters Score -9831482 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 223317 members 
Entering Unmasked Estep 
Score: -9832211.000000 Penalty: 1124.379150
	Iteration 23Q: 3 clusters Score -9832211 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 224580 members 
Entering Unmasked Estep 
Score: -9832750.000000 Penalty: 1124.379150
	Iteration 24Q: 3 clusters Score -9832750 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -9833195.000000 Penalty: 1124.379150
	Iteration 25Q: 3 clusters Score -9833195 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 226540 members 
Entering Unmasked Estep 
Score: -9833587.000000 Penalty: 1124.379150
	Iteration 26Q: 3 clusters Score -9833587 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 227308 members 
Entering Unmasked Estep 
Score: -9833980.000000 Penalty: 1124.379150
	Iteration 27Q: 3 clusters Score -9833980 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 227967 members 
Entering Unmasked Estep 
Score: -9834260.000000 Penalty: 1124.379150
	Iteration 28Q: 3 clusters Score -9834260 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 228515 members 
Entering Unmasked Estep 
Score: -9834462.000000 Penalty: 1124.379150
	Iteration 29Q: 3 clusters Score -9834462 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 228977 members 
Entering Unmasked Estep 
Score: -9834634.000000 Penalty: 1124.379150
	Iteration 30Q: 3 clusters Score -9834634 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -9834756.000000 Penalty: 1124.379150
	Iteration 31Q: 3 clusters Score -9834756 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 229703 members 
Entering Unmasked Estep 
Score: -9834860.000000 Penalty: 1124.379150
	Iteration 32Q: 3 clusters Score -9834860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 230000 members 
Entering Unmasked Estep 
Score: -9834949.000000 Penalty: 1124.379150
	Iteration 33Q: 3 clusters Score -9834949 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 230260 members 
Entering Unmasked Estep 
Score: -9835000.000000 Penalty: 1124.379150
	Iteration 34Q: 3 clusters Score -9835000 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 230477 members 
Entering Unmasked Estep 
Score: -9835089.000000 Penalty: 1124.379150
	Iteration 35Q: 3 clusters Score -9835089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 230650 members 
Entering Unmasked Estep 
Score: -9835147.000000 Penalty: 1124.379150
	Iteration 36Q: 3 clusters Score -9835147 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 230784 members 
Entering Unmasked Estep 
Score: -9835178.000000 Penalty: 1124.379150
	Iteration 37Q: 3 clusters Score -9835178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -9835211.000000 Penalty: 1124.379150
	Iteration 38Q: 3 clusters Score -9835211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 231000 members 
Entering Unmasked Estep 
Score: -9835247.000000 Penalty: 1124.379150
	Iteration 39Q: 3 clusters Score -9835247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 231099 members 
Entering Unmasked Estep 
Score: -9835281.000000 Penalty: 1124.379150
	Iteration 40F: 3 clusters Score -9835281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 231180 members 
Entering Unmasked Estep 
Score: -9835296.000000 Penalty: 1124.379150
	Iteration 41Q: 3 clusters Score -9835296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 231249 members 
Entering Unmasked Estep 
Score: -9835305.000000 Penalty: 1124.379150
	Iteration 42Q: 3 clusters Score -9835305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 231306 members 
Entering Unmasked Estep 
Score: -9835315.000000 Penalty: 1124.379150
	Iteration 43Q: 3 clusters Score -9835315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 231364 members 
Entering Unmasked Estep 
Score: -9835343.000000 Penalty: 1124.379150
	Iteration 44Q: 3 clusters Score -9835343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 231402 members 
Entering Unmasked Estep 
Score: -9835351.000000 Penalty: 1124.379150
	Iteration 45Q: 3 clusters Score -9835351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 231432 members 
Entering Unmasked Estep 
Score: -9835350.000000 Penalty: 1124.379150
	Iteration 46Q: 3 clusters Score -9835350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 231455 members 
Entering Unmasked Estep 
Score: -9835341.000000 Penalty: 1124.379150
	Iteration 47Q: 3 clusters Score -9835341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 231474 members 
Entering Unmasked Estep 
Score: -9835362.000000 Penalty: 1124.379150
	Iteration 48Q: 3 clusters Score -9835362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -9835365.000000 Penalty: 1124.379150
	Iteration 49Q: 3 clusters Score -9835365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 231509 members 
Entering Unmasked Estep 
Score: -9835371.000000 Penalty: 1124.379150
	Iteration 50Q: 3 clusters Score -9835371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 231530 members 
Entering Unmasked Estep 
Score: -9835375.000000 Penalty: 1124.379150
	Iteration 51Q: 3 clusters Score -9835375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 231548 members 
Entering Unmasked Estep 
Score: -9835393.000000 Penalty: 1124.379150
	Iteration 52Q: 3 clusters Score -9835393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 231569 members 
Entering Unmasked Estep 
Score: -9835394.000000 Penalty: 1124.379150
	Iteration 53Q: 3 clusters Score -9835394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 231580 members 
Entering Unmasked Estep 
Score: -9835404.000000 Penalty: 1124.379150
	Iteration 54Q: 3 clusters Score -9835404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 231593 members 
Entering Unmasked Estep 
Score: -9835410.000000 Penalty: 1124.379150
	Iteration 55Q: 3 clusters Score -9835410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 231602 members 
Entering Unmasked Estep 
Score: -9835414.000000 Penalty: 1124.379150
	Iteration 56Q: 3 clusters Score -9835414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 231615 members 
Entering Unmasked Estep 
Score: -9835416.000000 Penalty: 1124.379150
	Iteration 57Q: 3 clusters Score -9835416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -9835412.000000 Penalty: 1124.379150
	Iteration 58Q: 3 clusters Score -9835412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 231634 members 
Entering Unmasked Estep 
Score: -9835420.000000 Penalty: 1124.379150
	Iteration 59Q: 3 clusters Score -9835420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 231640 members 
Entering Unmasked Estep 
Score: -9835423.000000 Penalty: 1124.379150
	Iteration 60F: 3 clusters Score -9835423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 231646 members 
Entering Unmasked Estep 
Score: -9835425.000000 Penalty: 1124.379150
	Iteration 61Q: 3 clusters Score -9835425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 231654 members 
Entering Unmasked Estep 
Score: -9835424.000000 Penalty: 1124.379150
	Iteration 62Q: 3 clusters Score -9835424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 231665 members 
Entering Unmasked Estep 
Score: -9835425.000000 Penalty: 1124.379150
	Iteration 63Q: 3 clusters Score -9835425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 231674 members 
Entering Unmasked Estep 
Score: -9835430.000000 Penalty: 1124.379150
	Iteration 64Q: 3 clusters Score -9835430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 231686 members 
Entering Unmasked Estep 
Score: -9835440.000000 Penalty: 1124.379150
	Iteration 65Q: 3 clusters Score -9835440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 231695 members 
Entering Unmasked Estep 
Score: -9835444.000000 Penalty: 1124.379150
	Iteration 66Q: 3 clusters Score -9835444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 231703 members 
Entering Unmasked Estep 
Score: -9835434.000000 Penalty: 1124.379150
	Iteration 67Q: 3 clusters Score -9835434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 231708 members 
Entering Unmasked Estep 
Score: -9835437.000000 Penalty: 1124.379150
	Iteration 68Q: 3 clusters Score -9835437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 231712 members 
Entering Unmasked Estep 
Score: -9835439.000000 Penalty: 1124.379150
	Iteration 69Q: 3 clusters Score -9835439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 231718 members 
Entering Unmasked Estep 
Score: -9835444.000000 Penalty: 1124.379150
	Iteration 70Q: 3 clusters Score -9835444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 231722 members 
Entering Unmasked Estep 
Score: -9835445.000000 Penalty: 1124.379150
	Iteration 71Q: 3 clusters Score -9835445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 231727 members 
Entering Unmasked Estep 
Score: -9835452.000000 Penalty: 1124.379150
	Iteration 72Q: 3 clusters Score -9835452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 231733 members 
Entering Unmasked Estep 
Score: -9835447.000000 Penalty: 1124.379150
	Iteration 73Q: 3 clusters Score -9835447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 231738 members 
Entering Unmasked Estep 
Score: -9835441.000000 Penalty: 1124.379150
	Iteration 74Q: 3 clusters Score -9835441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 231742 members 
Entering Unmasked Estep 
Score: -9835431.000000 Penalty: 1124.379150
	Iteration 75Q: 3 clusters Score -9835431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 231750 members 
Entering Unmasked Estep 
Score: -9835438.000000 Penalty: 1124.379150
	Iteration 76Q: 3 clusters Score -9835438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 231756 members 
Entering Unmasked Estep 
Score: -9835433.000000 Penalty: 1124.379150
	Iteration 77Q: 3 clusters Score -9835433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 231761 members 
Entering Unmasked Estep 
Score: -9835436.000000 Penalty: 1124.379150
	Iteration 78Q: 3 clusters Score -9835436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 231767 members 
Entering Unmasked Estep 
Score: -9835434.000000 Penalty: 1124.379150
	Iteration 79Q: 3 clusters Score -9835434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 231770 members 
Entering Unmasked Estep 
Score: -9835435.000000 Penalty: 1124.379150
	Iteration 80F: 3 clusters Score -9835435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 231771 members 
Entering Unmasked Estep 
Score: -9835436.000000 Penalty: 1124.379150
	Iteration 81Q: 3 clusters Score -9835436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 231774 members 
Entering Unmasked Estep 
Score: -9835442.000000 Penalty: 1124.379150
	Iteration 82Q: 3 clusters Score -9835442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 231778 members 
Entering Unmasked Estep 
Score: -9835440.000000 Penalty: 1124.379150
	Iteration 83Q: 3 clusters Score -9835440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 231779 members 
Entering Unmasked Estep 
Score: -9835439.000000 Penalty: 1124.379150
	Iteration 84Q: 3 clusters Score -9835439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 231781 members 
Entering Unmasked Estep 
Score: -9835442.000000 Penalty: 1124.379150
	Iteration 85Q: 3 clusters Score -9835442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 231782 members 
Entering Unmasked Estep 
Score: -9835450.000000 Penalty: 1124.379150
	Iteration 86Q: 3 clusters Score -9835450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 231785 members 
Entering Unmasked Estep 
Score: -9835444.000000 Penalty: 1124.379150
	Iteration 87Q: 3 clusters Score -9835444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 231785 members 
Entering Unmasked Estep 
Score: -9835450.000000 Penalty: 1124.379150
	Iteration 88Q: 3 clusters Score -9835450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 231786 members 
Entering Unmasked Estep 
Score: -9835456.000000 Penalty: 1124.379150
	Iteration 89Q: 3 clusters Score -9835456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 231789 members 
Entering Unmasked Estep 
Score: -9835452.000000 Penalty: 1124.379150
	Iteration 90Q: 3 clusters Score -9835452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 231790 members 
Entering Unmasked Estep 
Score: -9835452.000000 Penalty: 1124.379150
	Iteration 91Q: 3 clusters Score -9835452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 231791 members 
Entering Unmasked Estep 
Score: -9835451.000000 Penalty: 1124.379150
	Iteration 92Q: 3 clusters Score -9835451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 231791 members 
Entering Unmasked Estep 
Score: -9835451.000000 Penalty: 1124.379150
	Iteration 93F: 3 clusters Score -9835451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Entering Unmasked Estep 
Score: -500539.062500 Penalty: 422.525848
	Iteration 0F: 2 clusters Score -500539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -493337.906250 Penalty: 845.051697
	Iteration 0F: 3 clusters Score -493337.9 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -496422.500000 Penalty: 845.051697
	Iteration 1F: 3 clusters Score -496422.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -496952.375000 Penalty: 845.051697
	Iteration 2F: 3 clusters Score -496952.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -497616.562500 Penalty: 845.051697
	Iteration 3F: 3 clusters Score -497616.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -498365.750000 Penalty: 845.051697
	Iteration 4F: 3 clusters Score -498365.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -498993.281250 Penalty: 845.051697
	Iteration 5F: 3 clusters Score -498993.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -499406.968750 Penalty: 845.051697
	Iteration 6Q: 3 clusters Score -499407 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -499644.218750 Penalty: 845.051697
	Iteration 7Q: 3 clusters Score -499644.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -499788.781250 Penalty: 845.051697
	Iteration 8Q: 3 clusters Score -499788.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -499874.437500 Penalty: 845.051697
	Iteration 9Q: 3 clusters Score -499874.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -499935.218750 Penalty: 845.051697
	Iteration 10Q: 3 clusters Score -499935.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -499978.750000 Penalty: 845.051697
	Iteration 11Q: 3 clusters Score -499978.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -500004.031250 Penalty: 845.051697
	Iteration 12Q: 3 clusters Score -500004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -500025.812500 Penalty: 845.051697
	Iteration 13Q: 3 clusters Score -500025.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -500043.531250 Penalty: 845.051697
	Iteration 14Q: 3 clusters Score -500043.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -500057.031250 Penalty: 845.051697
	Iteration 15Q: 3 clusters Score -500057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -500069.968750 Penalty: 845.051697
	Iteration 16Q: 3 clusters Score -500070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -500079.250000 Penalty: 845.051697
	Iteration 17Q: 3 clusters Score -500079.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -500086.531250 Penalty: 845.051697
	Iteration 18Q: 3 clusters Score -500086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -500094.562500 Penalty: 845.051697
	Iteration 19Q: 3 clusters Score -500094.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -500100.562500 Penalty: 845.051697
	Iteration 20F: 3 clusters Score -500100.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -500108.718750 Penalty: 845.051697
	Iteration 21Q: 3 clusters Score -500108.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -500114.968750 Penalty: 845.051697
	Iteration 22Q: 3 clusters Score -500115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -500119.500000 Penalty: 845.051697
	Iteration 23Q: 3 clusters Score -500119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -500124.500000 Penalty: 845.051697
	Iteration 24Q: 3 clusters Score -500124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -500127.843750 Penalty: 845.051697
	Iteration 25Q: 3 clusters Score -500127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -500131.000000 Penalty: 845.051697
	Iteration 26Q: 3 clusters Score -500131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -500131.843750 Penalty: 845.051697
	Iteration 27Q: 3 clusters Score -500131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -500132.093750 Penalty: 845.051697
	Iteration 28Q: 3 clusters Score -500132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 845.051697
	Iteration 29Q: 3 clusters Score -500131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 845.051697
	Iteration 30F: 3 clusters Score -500131.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (327565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327565 members 
Entering Unmasked Estep 
Score: -14601693.000000 Penalty: 577.824585
	Iteration 0F: 2 clusters Score -1.460169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -14392096.000000 Penalty: 1155.649170
	Iteration 0F: 3 clusters Score -1.43921e+07 nChanged 161359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182444 members 
Mstep: Class 2 contains 145121 members 
Entering Unmasked Estep 
Score: -14492473.000000 Penalty: 1155.649170
	Iteration 1F: 3 clusters Score -1.449247e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192498 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -14497573.000000 Penalty: 1155.649170
	Iteration 2Q: 3 clusters Score -1.449757e+07 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207215 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -14506227.000000 Penalty: 1155.649170
	Iteration 3F: 3 clusters Score -1.450623e+07 nChanged 21977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227512 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -14521381.000000 Penalty: 1155.649170
	Iteration 4F: 3 clusters Score -1.452138e+07 nChanged 26019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252465 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -14543480.000000 Penalty: 1155.649170
	Iteration 5F: 3 clusters Score -1.454348e+07 nChanged 26329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278150 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -14569621.000000 Penalty: 1155.649170
	Iteration 6F: 3 clusters Score -1.456962e+07 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298547 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -14587768.000000 Penalty: 1155.649170
	Iteration 7F: 3 clusters Score -1.458777e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310119 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -14596568.000000 Penalty: 1155.649170
	Iteration 8Q: 3 clusters Score -1.459657e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315600 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -14600276.000000 Penalty: 1155.649170
	Iteration 9Q: 3 clusters Score -1.460028e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318180 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -14601876.000000 Penalty: 1155.649170
	Iteration 10Q: 3 clusters Score -1.460188e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319587 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -14602606.000000 Penalty: 1155.649170
	Iteration 11Q: 3 clusters Score -1.460261e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320470 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -14603085.000000 Penalty: 1155.649170
	Iteration 12Q: 3 clusters Score -1.460308e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320986 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -14603345.000000 Penalty: 1155.649170
	Iteration 13Q: 3 clusters Score -1.460334e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321293 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -14603489.000000 Penalty: 1155.649170
	Iteration 14Q: 3 clusters Score -1.460349e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321441 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -14603631.000000 Penalty: 1155.649170
	Iteration 15Q: 3 clusters Score -1.460363e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321507 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -14603777.000000 Penalty: 1155.649170
	Iteration 16Q: 3 clusters Score -1.460378e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321535 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -14603850.000000 Penalty: 1155.649170
	Iteration 17Q: 3 clusters Score -1.460385e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321504 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -14603899.000000 Penalty: 1155.649170
	Iteration 18Q: 3 clusters Score -1.46039e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321477 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -14604001.000000 Penalty: 1155.649170
	Iteration 19Q: 3 clusters Score -1.4604e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321448 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -14604062.000000 Penalty: 1155.649170
	Iteration 20F: 3 clusters Score -1.460406e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321437 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -14604095.000000 Penalty: 1155.649170
	Iteration 21Q: 3 clusters Score -1.46041e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321413 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -14604091.000000 Penalty: 1155.649170
	Iteration 22Q: 3 clusters Score -1.460409e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321331 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -14604160.000000 Penalty: 1155.649170
	Iteration 23Q: 3 clusters Score -1.460416e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321277 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -14604159.000000 Penalty: 1155.649170
	Iteration 24Q: 3 clusters Score -1.460416e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321210 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -14604198.000000 Penalty: 1155.649170
	Iteration 25Q: 3 clusters Score -1.46042e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321162 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -14604212.000000 Penalty: 1155.649170
	Iteration 26Q: 3 clusters Score -1.460421e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321125 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -14604215.000000 Penalty: 1155.649170
	Iteration 27Q: 3 clusters Score -1.460422e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321083 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -14604251.000000 Penalty: 1155.649170
	Iteration 28Q: 3 clusters Score -1.460425e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321029 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -14604259.000000 Penalty: 1155.649170
	Iteration 29Q: 3 clusters Score -1.460426e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320972 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -14604252.000000 Penalty: 1155.649170
	Iteration 30Q: 3 clusters Score -1.460425e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320934 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -14604269.000000 Penalty: 1155.649170
	Iteration 31Q: 3 clusters Score -1.460427e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320906 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -14604248.000000 Penalty: 1155.649170
	Iteration 32Q: 3 clusters Score -1.460425e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320893 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -14604247.000000 Penalty: 1155.649170
	Iteration 33Q: 3 clusters Score -1.460425e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320871 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -14604267.000000 Penalty: 1155.649170
	Iteration 34Q: 3 clusters Score -1.460427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320859 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -14604265.000000 Penalty: 1155.649170
	Iteration 35Q: 3 clusters Score -1.460426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320855 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -14604276.000000 Penalty: 1155.649170
	Iteration 36Q: 3 clusters Score -1.460428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320850 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -14604262.000000 Penalty: 1155.649170
	Iteration 37Q: 3 clusters Score -1.460426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320851 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -14604264.000000 Penalty: 1155.649170
	Iteration 38Q: 3 clusters Score -1.460426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320851 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -14604262.000000 Penalty: 1155.649170
	Iteration 39Q: 3 clusters Score -1.460426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320847 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -14604258.000000 Penalty: 1155.649170
	Iteration 40F: 3 clusters Score -1.460426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320842 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -14604277.000000 Penalty: 1155.649170
	Iteration 41Q: 3 clusters Score -1.460428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320842 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -14604276.000000 Penalty: 1155.649170
	Iteration 42Q: 3 clusters Score -1.460428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320844 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -14604271.000000 Penalty: 1155.649170
	Iteration 43Q: 3 clusters Score -1.460427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320843 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -14604252.000000 Penalty: 1155.649170
	Iteration 44Q: 3 clusters Score -1.460425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320844 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -14604268.000000 Penalty: 1155.649170
	Iteration 45Q: 3 clusters Score -1.460427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320842 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -14604262.000000 Penalty: 1155.649170
	Iteration 46Q: 3 clusters Score -1.460426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320840 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -14604270.000000 Penalty: 1155.649170
	Iteration 47Q: 3 clusters Score -1.460427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320841 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -14604273.000000 Penalty: 1155.649170
	Iteration 48Q: 3 clusters Score -1.460427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320842 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -14604268.000000 Penalty: 1155.649170
	Iteration 49Q: 3 clusters Score -1.460427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320841 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -14604269.000000 Penalty: 1155.649170
	Iteration 50Q: 3 clusters Score -1.460427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320843 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -14604269.000000 Penalty: 1155.649170
	Iteration 51Q: 3 clusters Score -1.460427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320844 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -14604266.000000 Penalty: 1155.649170
	Iteration 52Q: 3 clusters Score -1.460427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320844 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -14604256.000000 Penalty: 1155.649170
	Iteration 53Q: 3 clusters Score -1.460426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320843 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -14604254.000000 Penalty: 1155.649170
	Iteration 54Q: 3 clusters Score -1.460425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320839 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -14604262.000000 Penalty: 1155.649170
	Iteration 55Q: 3 clusters Score -1.460426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320837 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -14604257.000000 Penalty: 1155.649170
	Iteration 56Q: 3 clusters Score -1.460426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320836 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -14604257.000000 Penalty: 1155.649170
	Iteration 57Q: 3 clusters Score -1.460426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320837 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -14604267.000000 Penalty: 1155.649170
	Iteration 58Q: 3 clusters Score -1.460427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320836 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -14604273.000000 Penalty: 1155.649170
	Iteration 59Q: 3 clusters Score -1.460427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320834 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -14604265.000000 Penalty: 1155.649170
	Iteration 60F: 3 clusters Score -1.460426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320830 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -14604263.000000 Penalty: 1155.649170
	Iteration 61Q: 3 clusters Score -1.460426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320829 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -14604256.000000 Penalty: 1155.649170
	Iteration 62Q: 3 clusters Score -1.460426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320831 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -14604262.000000 Penalty: 1155.649170
	Iteration 63Q: 3 clusters Score -1.460426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320831 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -14604270.000000 Penalty: 1155.649170
	Iteration 64Q: 3 clusters Score -1.460427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320832 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -14604268.000000 Penalty: 1155.649170
	Iteration 65Q: 3 clusters Score -1.460427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320831 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -14604269.000000 Penalty: 1155.649170
	Iteration 66Q: 3 clusters Score -1.460427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320831 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -14604269.000000 Penalty: 1155.649170
	Iteration 67F: 3 clusters Score -1.460427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 232307 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 10 contains 320831 members 
Mstep: Class 17 contains 330199 members 
Mstep: Class 18 contains 147941 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 22 contains 7136 members 
Entering Unmasked Estep 
Score: -46831064.000000 Penalty: 7603.147461
Splitting cluster 10 changes total score from -46824716.000000 to -46831064.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 17 (330199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330199 members 
Entering Unmasked Estep 
Score: -14569412.000000 Penalty: 578.189026
	Iteration 0F: 2 clusters Score -1.456941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -14352417.000000 Penalty: 1156.378052
	Iteration 0F: 3 clusters Score -1.435242e+07 nChanged 162859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -14455546.000000 Penalty: 1156.378052
	Iteration 1F: 3 clusters Score -1.445555e+07 nChanged 14424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -14460886.000000 Penalty: 1156.378052
	Iteration 2Q: 3 clusters Score -1.446089e+07 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 186983 members 
Entering Unmasked Estep 
Score: -14469337.000000 Penalty: 1156.378052
	Iteration 3F: 3 clusters Score -1.446934e+07 nChanged 21766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 197575 members 
Entering Unmasked Estep 
Score: -14483031.000000 Penalty: 1156.378052
	Iteration 4F: 3 clusters Score -1.448303e+07 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 209806 members 
Entering Unmasked Estep 
Score: -14502869.000000 Penalty: 1156.378052
	Iteration 5F: 3 clusters Score -1.450287e+07 nChanged 24862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 220608 members 
Entering Unmasked Estep 
Score: -14525296.000000 Penalty: 1156.378052
	Iteration 6F: 3 clusters Score -1.45253e+07 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 227315 members 
Entering Unmasked Estep 
Score: -14542422.000000 Penalty: 1156.378052
	Iteration 7F: 3 clusters Score -1.454242e+07 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 231297 members 
Entering Unmasked Estep 
Score: -14552090.000000 Penalty: 1156.378052
	Iteration 8Q: 3 clusters Score -1.455209e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 234146 members 
Entering Unmasked Estep 
Score: -14558326.000000 Penalty: 1156.378052
	Iteration 9Q: 3 clusters Score -1.455833e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 236275 members 
Entering Unmasked Estep 
Score: -14562711.000000 Penalty: 1156.378052
	Iteration 10Q: 3 clusters Score -1.456271e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 237737 members 
Entering Unmasked Estep 
Score: -14565595.000000 Penalty: 1156.378052
	Iteration 11Q: 3 clusters Score -1.45656e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 238806 members 
Entering Unmasked Estep 
Score: -14567492.000000 Penalty: 1156.378052
	Iteration 12Q: 3 clusters Score -1.456749e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 239692 members 
Entering Unmasked Estep 
Score: -14568598.000000 Penalty: 1156.378052
	Iteration 13Q: 3 clusters Score -1.45686e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 240458 members 
Entering Unmasked Estep 
Score: -14569321.000000 Penalty: 1156.378052
	Iteration 14Q: 3 clusters Score -1.456932e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 241045 members 
Entering Unmasked Estep 
Score: -14569702.000000 Penalty: 1156.378052
	Iteration 15Q: 3 clusters Score -1.45697e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 241480 members 
Entering Unmasked Estep 
Score: -14569952.000000 Penalty: 1156.378052
	Iteration 16Q: 3 clusters Score -1.456995e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 241931 members 
Entering Unmasked Estep 
Score: -14570157.000000 Penalty: 1156.378052
	Iteration 17Q: 3 clusters Score -1.457016e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 242372 members 
Entering Unmasked Estep 
Score: -14570286.000000 Penalty: 1156.378052
	Iteration 18Q: 3 clusters Score -1.457029e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 242766 members 
Entering Unmasked Estep 
Score: -14570346.000000 Penalty: 1156.378052
	Iteration 19Q: 3 clusters Score -1.457035e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 243184 members 
Entering Unmasked Estep 
Score: -14570392.000000 Penalty: 1156.378052
	Iteration 20F: 3 clusters Score -1.457039e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 243652 members 
Entering Unmasked Estep 
Score: -14570473.000000 Penalty: 1156.378052
	Iteration 21Q: 3 clusters Score -1.457047e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 244085 members 
Entering Unmasked Estep 
Score: -14570465.000000 Penalty: 1156.378052
	Iteration 22Q: 3 clusters Score -1.457046e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 244492 members 
Entering Unmasked Estep 
Score: -14570529.000000 Penalty: 1156.378052
	Iteration 23Q: 3 clusters Score -1.457053e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 244878 members 
Entering Unmasked Estep 
Score: -14570554.000000 Penalty: 1156.378052
	Iteration 24Q: 3 clusters Score -1.457055e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 245259 members 
Entering Unmasked Estep 
Score: -14570556.000000 Penalty: 1156.378052
	Iteration 25Q: 3 clusters Score -1.457056e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 245616 members 
Entering Unmasked Estep 
Score: -14570596.000000 Penalty: 1156.378052
	Iteration 26Q: 3 clusters Score -1.45706e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 246006 members 
Entering Unmasked Estep 
Score: -14570623.000000 Penalty: 1156.378052
	Iteration 27Q: 3 clusters Score -1.457062e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 246433 members 
Entering Unmasked Estep 
Score: -14570670.000000 Penalty: 1156.378052
	Iteration 28Q: 3 clusters Score -1.457067e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 246826 members 
Entering Unmasked Estep 
Score: -14570745.000000 Penalty: 1156.378052
	Iteration 29Q: 3 clusters Score -1.457074e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 247219 members 
Entering Unmasked Estep 
Score: -14570765.000000 Penalty: 1156.378052
	Iteration 30Q: 3 clusters Score -1.457076e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 247598 members 
Entering Unmasked Estep 
Score: -14570763.000000 Penalty: 1156.378052
	Iteration 31Q: 3 clusters Score -1.457076e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 247959 members 
Entering Unmasked Estep 
Score: -14570819.000000 Penalty: 1156.378052
	Iteration 32Q: 3 clusters Score -1.457082e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 248317 members 
Entering Unmasked Estep 
Score: -14570881.000000 Penalty: 1156.378052
	Iteration 33Q: 3 clusters Score -1.457088e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 248650 members 
Entering Unmasked Estep 
Score: -14570927.000000 Penalty: 1156.378052
	Iteration 34Q: 3 clusters Score -1.457093e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 248963 members 
Entering Unmasked Estep 
Score: -14570920.000000 Penalty: 1156.378052
	Iteration 35Q: 3 clusters Score -1.457092e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 249250 members 
Entering Unmasked Estep 
Score: -14570921.000000 Penalty: 1156.378052
	Iteration 36Q: 3 clusters Score -1.457092e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 249479 members 
Entering Unmasked Estep 
Score: -14570943.000000 Penalty: 1156.378052
	Iteration 37Q: 3 clusters Score -1.457094e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 249700 members 
Entering Unmasked Estep 
Score: -14570988.000000 Penalty: 1156.378052
	Iteration 38Q: 3 clusters Score -1.457099e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 249951 members 
Entering Unmasked Estep 
Score: -14571045.000000 Penalty: 1156.378052
	Iteration 39Q: 3 clusters Score -1.457104e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 250210 members 
Entering Unmasked Estep 
Score: -14571039.000000 Penalty: 1156.378052
	Iteration 40F: 3 clusters Score -1.457104e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 250501 members 
Entering Unmasked Estep 
Score: -14571100.000000 Penalty: 1156.378052
	Iteration 41Q: 3 clusters Score -1.45711e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 250789 members 
Entering Unmasked Estep 
Score: -14571116.000000 Penalty: 1156.378052
	Iteration 42Q: 3 clusters Score -1.457112e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 251092 members 
Entering Unmasked Estep 
Score: -14571141.000000 Penalty: 1156.378052
	Iteration 43Q: 3 clusters Score -1.457114e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 251404 members 
Entering Unmasked Estep 
Score: -14571178.000000 Penalty: 1156.378052
	Iteration 44Q: 3 clusters Score -1.457118e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 251721 members 
Entering Unmasked Estep 
Score: -14571226.000000 Penalty: 1156.378052
	Iteration 45Q: 3 clusters Score -1.457123e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 252071 members 
Entering Unmasked Estep 
Score: -14571259.000000 Penalty: 1156.378052
	Iteration 46Q: 3 clusters Score -1.457126e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 252425 members 
Entering Unmasked Estep 
Score: -14571251.000000 Penalty: 1156.378052
	Iteration 47Q: 3 clusters Score -1.457125e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 252785 members 
Entering Unmasked Estep 
Score: -14571303.000000 Penalty: 1156.378052
	Iteration 48Q: 3 clusters Score -1.45713e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 253146 members 
Entering Unmasked Estep 
Score: -14571334.000000 Penalty: 1156.378052
	Iteration 49Q: 3 clusters Score -1.457133e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 253507 members 
Entering Unmasked Estep 
Score: -14571395.000000 Penalty: 1156.378052
	Iteration 50Q: 3 clusters Score -1.45714e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 253884 members 
Entering Unmasked Estep 
Score: -14571398.000000 Penalty: 1156.378052
	Iteration 51Q: 3 clusters Score -1.45714e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 254271 members 
Entering Unmasked Estep 
Score: -14571491.000000 Penalty: 1156.378052
	Iteration 52Q: 3 clusters Score -1.457149e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 254685 members 
Entering Unmasked Estep 
Score: -14571529.000000 Penalty: 1156.378052
	Iteration 53Q: 3 clusters Score -1.457153e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 255060 members 
Entering Unmasked Estep 
Score: -14571528.000000 Penalty: 1156.378052
	Iteration 54Q: 3 clusters Score -1.457153e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 255464 members 
Entering Unmasked Estep 
Score: -14571577.000000 Penalty: 1156.378052
	Iteration 55Q: 3 clusters Score -1.457158e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 255879 members 
Entering Unmasked Estep 
Score: -14571588.000000 Penalty: 1156.378052
	Iteration 56Q: 3 clusters Score -1.457159e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 256334 members 
Entering Unmasked Estep 
Score: -14571658.000000 Penalty: 1156.378052
	Iteration 57Q: 3 clusters Score -1.457166e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 256784 members 
Entering Unmasked Estep 
Score: -14571735.000000 Penalty: 1156.378052
	Iteration 58Q: 3 clusters Score -1.457174e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 257218 members 
Entering Unmasked Estep 
Score: -14571771.000000 Penalty: 1156.378052
	Iteration 59Q: 3 clusters Score -1.457177e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 257610 members 
Entering Unmasked Estep 
Score: -14571826.000000 Penalty: 1156.378052
	Iteration 60F: 3 clusters Score -1.457183e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 258014 members 
Entering Unmasked Estep 
Score: -14571880.000000 Penalty: 1156.378052
	Iteration 61Q: 3 clusters Score -1.457188e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 258426 members 
Entering Unmasked Estep 
Score: -14571921.000000 Penalty: 1156.378052
	Iteration 62Q: 3 clusters Score -1.457192e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 258797 members 
Entering Unmasked Estep 
Score: -14571959.000000 Penalty: 1156.378052
	Iteration 63Q: 3 clusters Score -1.457196e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 259153 members 
Entering Unmasked Estep 
Score: -14572021.000000 Penalty: 1156.378052
	Iteration 64Q: 3 clusters Score -1.457202e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 259530 members 
Entering Unmasked Estep 
Score: -14572050.000000 Penalty: 1156.378052
	Iteration 65Q: 3 clusters Score -1.457205e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 259890 members 
Entering Unmasked Estep 
Score: -14572084.000000 Penalty: 1156.378052
	Iteration 66Q: 3 clusters Score -1.457208e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 260279 members 
Entering Unmasked Estep 
Score: -14572104.000000 Penalty: 1156.378052
	Iteration 67Q: 3 clusters Score -1.45721e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 260638 members 
Entering Unmasked Estep 
Score: -14572102.000000 Penalty: 1156.378052
	Iteration 68Q: 3 clusters Score -1.45721e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 260965 members 
Entering Unmasked Estep 
Score: -14572156.000000 Penalty: 1156.378052
	Iteration 69Q: 3 clusters Score -1.457216e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 261316 members 
Entering Unmasked Estep 
Score: -14572201.000000 Penalty: 1156.378052
	Iteration 70Q: 3 clusters Score -1.45722e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 261648 members 
Entering Unmasked Estep 
Score: -14572247.000000 Penalty: 1156.378052
	Iteration 71Q: 3 clusters Score -1.457225e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 261998 members 
Entering Unmasked Estep 
Score: -14572320.000000 Penalty: 1156.378052
	Iteration 72Q: 3 clusters Score -1.457232e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 262390 members 
Entering Unmasked Estep 
Score: -14572367.000000 Penalty: 1156.378052
	Iteration 73Q: 3 clusters Score -1.457237e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 262748 members 
Entering Unmasked Estep 
Score: -14572393.000000 Penalty: 1156.378052
	Iteration 74Q: 3 clusters Score -1.457239e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 263126 members 
Entering Unmasked Estep 
Score: -14572429.000000 Penalty: 1156.378052
	Iteration 75Q: 3 clusters Score -1.457243e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 263500 members 
Entering Unmasked Estep 
Score: -14572442.000000 Penalty: 1156.378052
	Iteration 76Q: 3 clusters Score -1.457244e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 263871 members 
Entering Unmasked Estep 
Score: -14572497.000000 Penalty: 1156.378052
	Iteration 77Q: 3 clusters Score -1.45725e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 264258 members 
Entering Unmasked Estep 
Score: -14572519.000000 Penalty: 1156.378052
	Iteration 78Q: 3 clusters Score -1.457252e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 264652 members 
Entering Unmasked Estep 
Score: -14572537.000000 Penalty: 1156.378052
	Iteration 79Q: 3 clusters Score -1.457254e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 265041 members 
Entering Unmasked Estep 
Score: -14572578.000000 Penalty: 1156.378052
	Iteration 80F: 3 clusters Score -1.457258e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 265432 members 
Entering Unmasked Estep 
Score: -14572630.000000 Penalty: 1156.378052
	Iteration 81Q: 3 clusters Score -1.457263e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 265784 members 
Entering Unmasked Estep 
Score: -14572666.000000 Penalty: 1156.378052
	Iteration 82Q: 3 clusters Score -1.457267e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 266095 members 
Entering Unmasked Estep 
Score: -14572724.000000 Penalty: 1156.378052
	Iteration 83Q: 3 clusters Score -1.457272e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 266405 members 
Entering Unmasked Estep 
Score: -14572723.000000 Penalty: 1156.378052
	Iteration 84Q: 3 clusters Score -1.457272e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 266721 members 
Entering Unmasked Estep 
Score: -14572772.000000 Penalty: 1156.378052
	Iteration 85Q: 3 clusters Score -1.457277e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 267054 members 
Entering Unmasked Estep 
Score: -14572819.000000 Penalty: 1156.378052
	Iteration 86Q: 3 clusters Score -1.457282e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 267373 members 
Entering Unmasked Estep 
Score: -14572864.000000 Penalty: 1156.378052
	Iteration 87Q: 3 clusters Score -1.457286e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 267679 members 
Entering Unmasked Estep 
Score: -14572890.000000 Penalty: 1156.378052
	Iteration 88Q: 3 clusters Score -1.457289e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 267978 members 
Entering Unmasked Estep 
Score: -14572926.000000 Penalty: 1156.378052
	Iteration 89Q: 3 clusters Score -1.457293e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 268290 members 
Entering Unmasked Estep 
Score: -14572932.000000 Penalty: 1156.378052
	Iteration 90Q: 3 clusters Score -1.457293e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 268567 members 
Entering Unmasked Estep 
Score: -14572952.000000 Penalty: 1156.378052
	Iteration 91Q: 3 clusters Score -1.457295e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 268836 members 
Entering Unmasked Estep 
Score: -14572999.000000 Penalty: 1156.378052
	Iteration 92Q: 3 clusters Score -1.4573e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 269108 members 
Entering Unmasked Estep 
Score: -14573038.000000 Penalty: 1156.378052
	Iteration 93Q: 3 clusters Score -1.457304e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 269386 members 
Entering Unmasked Estep 
Score: -14573097.000000 Penalty: 1156.378052
	Iteration 94Q: 3 clusters Score -1.45731e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 269692 members 
Entering Unmasked Estep 
Score: -14573125.000000 Penalty: 1156.378052
	Iteration 95Q: 3 clusters Score -1.457312e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 270007 members 
Entering Unmasked Estep 
Score: -14573132.000000 Penalty: 1156.378052
	Iteration 96Q: 3 clusters Score -1.457313e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 270325 members 
Entering Unmasked Estep 
Score: -14573203.000000 Penalty: 1156.378052
	Iteration 97Q: 3 clusters Score -1.45732e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 270629 members 
Entering Unmasked Estep 
Score: -14573250.000000 Penalty: 1156.378052
	Iteration 98Q: 3 clusters Score -1.457325e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 270914 members 
Entering Unmasked Estep 
Score: -14573255.000000 Penalty: 1156.378052
	Iteration 99Q: 3 clusters Score -1.457326e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 271207 members 
Entering Unmasked Estep 
Score: -14573295.000000 Penalty: 1156.378052
	Iteration 100F: 3 clusters Score -1.45733e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 271489 members 
Entering Unmasked Estep 
Score: -14573303.000000 Penalty: 1156.378052
	Iteration 101Q: 3 clusters Score -1.45733e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 271804 members 
Entering Unmasked Estep 
Score: -14573311.000000 Penalty: 1156.378052
	Iteration 102Q: 3 clusters Score -1.457331e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 272100 members 
Entering Unmasked Estep 
Score: -14573378.000000 Penalty: 1156.378052
	Iteration 103Q: 3 clusters Score -1.457338e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 272423 members 
Entering Unmasked Estep 
Score: -14573401.000000 Penalty: 1156.378052
	Iteration 104Q: 3 clusters Score -1.45734e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 272755 members 
Entering Unmasked Estep 
Score: -14573453.000000 Penalty: 1156.378052
	Iteration 105Q: 3 clusters Score -1.457345e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 273086 members 
Entering Unmasked Estep 
Score: -14573494.000000 Penalty: 1156.378052
	Iteration 106Q: 3 clusters Score -1.457349e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 273412 members 
Entering Unmasked Estep 
Score: -14573582.000000 Penalty: 1156.378052
	Iteration 107Q: 3 clusters Score -1.457358e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 273714 members 
Entering Unmasked Estep 
Score: -14573608.000000 Penalty: 1156.378052
	Iteration 108Q: 3 clusters Score -1.457361e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 274033 members 
Entering Unmasked Estep 
Score: -14573630.000000 Penalty: 1156.378052
	Iteration 109Q: 3 clusters Score -1.457363e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 274394 members 
Entering Unmasked Estep 
Score: -14573610.000000 Penalty: 1156.378052
	Iteration 110Q: 3 clusters Score -1.457361e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 274768 members 
Entering Unmasked Estep 
Score: -14573620.000000 Penalty: 1156.378052
	Iteration 111Q: 3 clusters Score -1.457362e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 275186 members 
Entering Unmasked Estep 
Score: -14573661.000000 Penalty: 1156.378052
	Iteration 112Q: 3 clusters Score -1.457366e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 275575 members 
Entering Unmasked Estep 
Score: -14573695.000000 Penalty: 1156.378052
	Iteration 113Q: 3 clusters Score -1.45737e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 275966 members 
Entering Unmasked Estep 
Score: -14573753.000000 Penalty: 1156.378052
	Iteration 114Q: 3 clusters Score -1.457375e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 276344 members 
Entering Unmasked Estep 
Score: -14573767.000000 Penalty: 1156.378052
	Iteration 115Q: 3 clusters Score -1.457377e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 276733 members 
Entering Unmasked Estep 
Score: -14573843.000000 Penalty: 1156.378052
	Iteration 116Q: 3 clusters Score -1.457384e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 277113 members 
Entering Unmasked Estep 
Score: -14573875.000000 Penalty: 1156.378052
	Iteration 117Q: 3 clusters Score -1.457388e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 277497 members 
Entering Unmasked Estep 
Score: -14573874.000000 Penalty: 1156.378052
	Iteration 118Q: 3 clusters Score -1.457387e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 277820 members 
Entering Unmasked Estep 
Score: -14573875.000000 Penalty: 1156.378052
	Iteration 119Q: 3 clusters Score -1.457388e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 278146 members 
Entering Unmasked Estep 
Score: -14573904.000000 Penalty: 1156.378052
	Iteration 120F: 3 clusters Score -1.45739e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 278540 members 
Entering Unmasked Estep 
Score: -14573915.000000 Penalty: 1156.378052
	Iteration 121Q: 3 clusters Score -1.457392e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 278970 members 
Entering Unmasked Estep 
Score: -14574046.000000 Penalty: 1156.378052
	Iteration 122Q: 3 clusters Score -1.457405e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 279349 members 
Entering Unmasked Estep 
Score: -14574101.000000 Penalty: 1156.378052
	Iteration 123Q: 3 clusters Score -1.45741e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 279746 members 
Entering Unmasked Estep 
Score: -14574136.000000 Penalty: 1156.378052
	Iteration 124Q: 3 clusters Score -1.457414e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 280135 members 
Entering Unmasked Estep 
Score: -14574180.000000 Penalty: 1156.378052
	Iteration 125Q: 3 clusters Score -1.457418e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 280504 members 
Entering Unmasked Estep 
Score: -14574236.000000 Penalty: 1156.378052
	Iteration 126Q: 3 clusters Score -1.457424e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 280874 members 
Entering Unmasked Estep 
Score: -14574227.000000 Penalty: 1156.378052
	Iteration 127Q: 3 clusters Score -1.457423e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 281245 members 
Entering Unmasked Estep 
Score: -14574264.000000 Penalty: 1156.378052
	Iteration 128Q: 3 clusters Score -1.457426e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 281613 members 
Entering Unmasked Estep 
Score: -14574357.000000 Penalty: 1156.378052
	Iteration 129Q: 3 clusters Score -1.457436e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 282006 members 
Entering Unmasked Estep 
Score: -14574365.000000 Penalty: 1156.378052
	Iteration 130Q: 3 clusters Score -1.457436e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 282392 members 
Entering Unmasked Estep 
Score: -14574461.000000 Penalty: 1156.378052
	Iteration 131Q: 3 clusters Score -1.457446e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 282801 members 
Entering Unmasked Estep 
Score: -14574472.000000 Penalty: 1156.378052
	Iteration 132Q: 3 clusters Score -1.457447e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 283199 members 
Entering Unmasked Estep 
Score: -14574532.000000 Penalty: 1156.378052
	Iteration 133Q: 3 clusters Score -1.457453e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 283597 members 
Entering Unmasked Estep 
Score: -14574600.000000 Penalty: 1156.378052
	Iteration 134Q: 3 clusters Score -1.45746e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 283950 members 
Entering Unmasked Estep 
Score: -14574655.000000 Penalty: 1156.378052
	Iteration 135Q: 3 clusters Score -1.457466e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 284343 members 
Entering Unmasked Estep 
Score: -14574724.000000 Penalty: 1156.378052
	Iteration 136Q: 3 clusters Score -1.457472e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 284685 members 
Entering Unmasked Estep 
Score: -14574809.000000 Penalty: 1156.378052
	Iteration 137Q: 3 clusters Score -1.457481e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 285012 members 
Entering Unmasked Estep 
Score: -14574876.000000 Penalty: 1156.378052
	Iteration 138Q: 3 clusters Score -1.457488e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 285336 members 
Entering Unmasked Estep 
Score: -14574950.000000 Penalty: 1156.378052
	Iteration 139Q: 3 clusters Score -1.457495e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 285657 members 
Entering Unmasked Estep 
Score: -14574969.000000 Penalty: 1156.378052
	Iteration 140F: 3 clusters Score -1.457497e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 285978 members 
Entering Unmasked Estep 
Score: -14574992.000000 Penalty: 1156.378052
	Iteration 141Q: 3 clusters Score -1.457499e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 286321 members 
Entering Unmasked Estep 
Score: -14575033.000000 Penalty: 1156.378052
	Iteration 142Q: 3 clusters Score -1.457503e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 286619 members 
Entering Unmasked Estep 
Score: -14575030.000000 Penalty: 1156.378052
	Iteration 143Q: 3 clusters Score -1.457503e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 286884 members 
Entering Unmasked Estep 
Score: -14575037.000000 Penalty: 1156.378052
	Iteration 144Q: 3 clusters Score -1.457504e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 287113 members 
Entering Unmasked Estep 
Score: -14575034.000000 Penalty: 1156.378052
	Iteration 145Q: 3 clusters Score -1.457503e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 287339 members 
Entering Unmasked Estep 
Score: -14575009.000000 Penalty: 1156.378052
	Iteration 146Q: 3 clusters Score -1.457501e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 287525 members 
Entering Unmasked Estep 
Score: -14575003.000000 Penalty: 1156.378052
	Iteration 147Q: 3 clusters Score -1.4575e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 287691 members 
Entering Unmasked Estep 
Score: -14575011.000000 Penalty: 1156.378052
	Iteration 148Q: 3 clusters Score -1.457501e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 287836 members 
Entering Unmasked Estep 
Score: -14575012.000000 Penalty: 1156.378052
	Iteration 149Q: 3 clusters Score -1.457501e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 287959 members 
Entering Unmasked Estep 
Score: -14575016.000000 Penalty: 1156.378052
	Iteration 150Q: 3 clusters Score -1.457502e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 288103 members 
Entering Unmasked Estep 
Score: -14575053.000000 Penalty: 1156.378052
	Iteration 151Q: 3 clusters Score -1.457505e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 288240 members 
Entering Unmasked Estep 
Score: -14575071.000000 Penalty: 1156.378052
	Iteration 152Q: 3 clusters Score -1.457507e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 288386 members 
Entering Unmasked Estep 
Score: -14575062.000000 Penalty: 1156.378052
	Iteration 153Q: 3 clusters Score -1.457506e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 288513 members 
Entering Unmasked Estep 
Score: -14575077.000000 Penalty: 1156.378052
	Iteration 154Q: 3 clusters Score -1.457508e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 288633 members 
Entering Unmasked Estep 
Score: -14575118.000000 Penalty: 1156.378052
	Iteration 155Q: 3 clusters Score -1.457512e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 288734 members 
Entering Unmasked Estep 
Score: -14575106.000000 Penalty: 1156.378052
	Iteration 156Q: 3 clusters Score -1.457511e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 288832 members 
Entering Unmasked Estep 
Score: -14575122.000000 Penalty: 1156.378052
	Iteration 157Q: 3 clusters Score -1.457512e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 288937 members 
Entering Unmasked Estep 
Score: -14575119.000000 Penalty: 1156.378052
	Iteration 158Q: 3 clusters Score -1.457512e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 289043 members 
Entering Unmasked Estep 
Score: -14575131.000000 Penalty: 1156.378052
	Iteration 159Q: 3 clusters Score -1.457513e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 289144 members 
Entering Unmasked Estep 
Score: -14575119.000000 Penalty: 1156.378052
	Iteration 160F: 3 clusters Score -1.457512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 289229 members 
Entering Unmasked Estep 
Score: -14575123.000000 Penalty: 1156.378052
	Iteration 161Q: 3 clusters Score -1.457512e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 289322 members 
Entering Unmasked Estep 
Score: -14575094.000000 Penalty: 1156.378052
	Iteration 162Q: 3 clusters Score -1.457509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 289413 members 
Entering Unmasked Estep 
Score: -14575108.000000 Penalty: 1156.378052
	Iteration 163Q: 3 clusters Score -1.457511e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 289498 members 
Entering Unmasked Estep 
Score: -14575130.000000 Penalty: 1156.378052
	Iteration 164Q: 3 clusters Score -1.457513e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 289585 members 
Entering Unmasked Estep 
Score: -14575110.000000 Penalty: 1156.378052
	Iteration 165Q: 3 clusters Score -1.457511e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 289655 members 
Entering Unmasked Estep 
Score: -14575133.000000 Penalty: 1156.378052
	Iteration 166Q: 3 clusters Score -1.457513e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 289728 members 
Entering Unmasked Estep 
Score: -14575138.000000 Penalty: 1156.378052
	Iteration 167Q: 3 clusters Score -1.457514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 289814 members 
Entering Unmasked Estep 
Score: -14575115.000000 Penalty: 1156.378052
	Iteration 168Q: 3 clusters Score -1.457512e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 289918 members 
Entering Unmasked Estep 
Score: -14575096.000000 Penalty: 1156.378052
	Iteration 169Q: 3 clusters Score -1.45751e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 290035 members 
Entering Unmasked Estep 
Score: -14575098.000000 Penalty: 1156.378052
	Iteration 170Q: 3 clusters Score -1.45751e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 290161 members 
Entering Unmasked Estep 
Score: -14575094.000000 Penalty: 1156.378052
	Iteration 171Q: 3 clusters Score -1.457509e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 290316 members 
Entering Unmasked Estep 
Score: -14575065.000000 Penalty: 1156.378052
	Iteration 172Q: 3 clusters Score -1.457506e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 290512 members 
Entering Unmasked Estep 
Score: -14575063.000000 Penalty: 1156.378052
	Iteration 173Q: 3 clusters Score -1.457506e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 290729 members 
Entering Unmasked Estep 
Score: -14575043.000000 Penalty: 1156.378052
	Iteration 174Q: 3 clusters Score -1.457504e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 290940 members 
Entering Unmasked Estep 
Score: -14575052.000000 Penalty: 1156.378052
	Iteration 175Q: 3 clusters Score -1.457505e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 291173 members 
Entering Unmasked Estep 
Score: -14575043.000000 Penalty: 1156.378052
	Iteration 176Q: 3 clusters Score -1.457504e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 291390 members 
Entering Unmasked Estep 
Score: -14575006.000000 Penalty: 1156.378052
	Iteration 177Q: 3 clusters Score -1.457501e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 291595 members 
Entering Unmasked Estep 
Score: -14575015.000000 Penalty: 1156.378052
	Iteration 178Q: 3 clusters Score -1.457502e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 291772 members 
Entering Unmasked Estep 
Score: -14575041.000000 Penalty: 1156.378052
	Iteration 179Q: 3 clusters Score -1.457504e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 291937 members 
Entering Unmasked Estep 
Score: -14575023.000000 Penalty: 1156.378052
	Iteration 180F: 3 clusters Score -1.457502e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 292110 members 
Entering Unmasked Estep 
Score: -14575027.000000 Penalty: 1156.378052
	Iteration 181Q: 3 clusters Score -1.457503e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 292284 members 
Entering Unmasked Estep 
Score: -14575012.000000 Penalty: 1156.378052
	Iteration 182Q: 3 clusters Score -1.457501e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 292477 members 
Entering Unmasked Estep 
Score: -14575002.000000 Penalty: 1156.378052
	Iteration 183Q: 3 clusters Score -1.4575e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 292685 members 
Entering Unmasked Estep 
Score: -14575014.000000 Penalty: 1156.378052
	Iteration 184Q: 3 clusters Score -1.457501e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 292888 members 
Entering Unmasked Estep 
Score: -14574973.000000 Penalty: 1156.378052
	Iteration 185Q: 3 clusters Score -1.457497e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 293081 members 
Entering Unmasked Estep 
Score: -14574955.000000 Penalty: 1156.378052
	Iteration 186Q: 3 clusters Score -1.457496e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 293278 members 
Entering Unmasked Estep 
Score: -14574954.000000 Penalty: 1156.378052
	Iteration 187Q: 3 clusters Score -1.457495e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 293467 members 
Entering Unmasked Estep 
Score: -14574955.000000 Penalty: 1156.378052
	Iteration 188Q: 3 clusters Score -1.457496e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 293679 members 
Entering Unmasked Estep 
Score: -14574944.000000 Penalty: 1156.378052
	Iteration 189Q: 3 clusters Score -1.457494e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 293906 members 
Entering Unmasked Estep 
Score: -14574936.000000 Penalty: 1156.378052
	Iteration 190Q: 3 clusters Score -1.457494e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 294136 members 
Entering Unmasked Estep 
Score: -14574922.000000 Penalty: 1156.378052
	Iteration 191Q: 3 clusters Score -1.457492e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 294362 members 
Entering Unmasked Estep 
Score: -14574941.000000 Penalty: 1156.378052
	Iteration 192Q: 3 clusters Score -1.457494e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 294591 members 
Entering Unmasked Estep 
Score: -14574974.000000 Penalty: 1156.378052
	Iteration 193Q: 3 clusters Score -1.457497e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 294826 members 
Entering Unmasked Estep 
Score: -14574980.000000 Penalty: 1156.378052
	Iteration 194Q: 3 clusters Score -1.457498e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 295069 members 
Entering Unmasked Estep 
Score: -14574958.000000 Penalty: 1156.378052
	Iteration 195Q: 3 clusters Score -1.457496e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 295303 members 
Entering Unmasked Estep 
Score: -14574940.000000 Penalty: 1156.378052
	Iteration 196Q: 3 clusters Score -1.457494e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 295519 members 
Entering Unmasked Estep 
Score: -14574971.000000 Penalty: 1156.378052
	Iteration 197Q: 3 clusters Score -1.457497e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 295719 members 
Entering Unmasked Estep 
Score: -14574980.000000 Penalty: 1156.378052
	Iteration 198Q: 3 clusters Score -1.457498e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 295913 members 
Entering Unmasked Estep 
Score: -14574968.000000 Penalty: 1156.378052
	Iteration 199Q: 3 clusters Score -1.457497e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 296082 members 
Entering Unmasked Estep 
Score: -14574972.000000 Penalty: 1156.378052
	Iteration 200F: 3 clusters Score -1.457497e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 296251 members 
Entering Unmasked Estep 
Score: -14574927.000000 Penalty: 1156.378052
	Iteration 201Q: 3 clusters Score -1.457493e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 296428 members 
Entering Unmasked Estep 
Score: -14574939.000000 Penalty: 1156.378052
	Iteration 202Q: 3 clusters Score -1.457494e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 296594 members 
Entering Unmasked Estep 
Score: -14574867.000000 Penalty: 1156.378052
	Iteration 203Q: 3 clusters Score -1.457487e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 296734 members 
Entering Unmasked Estep 
Score: -14574873.000000 Penalty: 1156.378052
	Iteration 204Q: 3 clusters Score -1.457487e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 296863 members 
Entering Unmasked Estep 
Score: -14574912.000000 Penalty: 1156.378052
	Iteration 205Q: 3 clusters Score -1.457491e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 296975 members 
Entering Unmasked Estep 
Score: -14574897.000000 Penalty: 1156.378052
	Iteration 206Q: 3 clusters Score -1.45749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 297077 members 
Entering Unmasked Estep 
Score: -14574895.000000 Penalty: 1156.378052
	Iteration 207Q: 3 clusters Score -1.45749e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 297183 members 
Entering Unmasked Estep 
Score: -14574871.000000 Penalty: 1156.378052
	Iteration 208Q: 3 clusters Score -1.457487e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 297293 members 
Entering Unmasked Estep 
Score: -14574843.000000 Penalty: 1156.378052
	Iteration 209Q: 3 clusters Score -1.457484e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 297415 members 
Entering Unmasked Estep 
Score: -14574843.000000 Penalty: 1156.378052
	Iteration 210Q: 3 clusters Score -1.457484e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 297551 members 
Entering Unmasked Estep 
Score: -14574824.000000 Penalty: 1156.378052
	Iteration 211Q: 3 clusters Score -1.457482e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 297664 members 
Entering Unmasked Estep 
Score: -14574802.000000 Penalty: 1156.378052
	Iteration 212Q: 3 clusters Score -1.45748e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 297766 members 
Entering Unmasked Estep 
Score: -14574788.000000 Penalty: 1156.378052
	Iteration 213Q: 3 clusters Score -1.457479e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 297868 members 
Entering Unmasked Estep 
Score: -14574750.000000 Penalty: 1156.378052
	Iteration 214Q: 3 clusters Score -1.457475e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 297960 members 
Entering Unmasked Estep 
Score: -14574721.000000 Penalty: 1156.378052
	Iteration 215Q: 3 clusters Score -1.457472e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 298053 members 
Entering Unmasked Estep 
Score: -14574724.000000 Penalty: 1156.378052
	Iteration 216Q: 3 clusters Score -1.457472e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 298145 members 
Entering Unmasked Estep 
Score: -14574719.000000 Penalty: 1156.378052
	Iteration 217Q: 3 clusters Score -1.457472e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 298236 members 
Entering Unmasked Estep 
Score: -14574685.000000 Penalty: 1156.378052
	Iteration 218Q: 3 clusters Score -1.457468e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 298327 members 
Entering Unmasked Estep 
Score: -14574664.000000 Penalty: 1156.378052
	Iteration 219Q: 3 clusters Score -1.457466e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 298416 members 
Entering Unmasked Estep 
Score: -14574657.000000 Penalty: 1156.378052
	Iteration 220F: 3 clusters Score -1.457466e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 298510 members 
Entering Unmasked Estep 
Score: -14574668.000000 Penalty: 1156.378052
	Iteration 221Q: 3 clusters Score -1.457467e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 298592 members 
Entering Unmasked Estep 
Score: -14574666.000000 Penalty: 1156.378052
	Iteration 222Q: 3 clusters Score -1.457467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 298673 members 
Entering Unmasked Estep 
Score: -14574682.000000 Penalty: 1156.378052
	Iteration 223Q: 3 clusters Score -1.457468e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 298757 members 
Entering Unmasked Estep 
Score: -14574691.000000 Penalty: 1156.378052
	Iteration 224Q: 3 clusters Score -1.457469e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 298840 members 
Entering Unmasked Estep 
Score: -14574691.000000 Penalty: 1156.378052
	Iteration 225Q: 3 clusters Score -1.457469e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 298923 members 
Entering Unmasked Estep 
Score: -14574686.000000 Penalty: 1156.378052
	Iteration 226Q: 3 clusters Score -1.457469e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 299019 members 
Entering Unmasked Estep 
Score: -14574689.000000 Penalty: 1156.378052
	Iteration 227Q: 3 clusters Score -1.457469e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 299111 members 
Entering Unmasked Estep 
Score: -14574690.000000 Penalty: 1156.378052
	Iteration 228Q: 3 clusters Score -1.457469e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 299207 members 
Entering Unmasked Estep 
Score: -14574666.000000 Penalty: 1156.378052
	Iteration 229Q: 3 clusters Score -1.457467e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 299304 members 
Entering Unmasked Estep 
Score: -14574634.000000 Penalty: 1156.378052
	Iteration 230Q: 3 clusters Score -1.457463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 299397 members 
Entering Unmasked Estep 
Score: -14574626.000000 Penalty: 1156.378052
	Iteration 231Q: 3 clusters Score -1.457463e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 299504 members 
Entering Unmasked Estep 
Score: -14574609.000000 Penalty: 1156.378052
	Iteration 232Q: 3 clusters Score -1.457461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 299603 members 
Entering Unmasked Estep 
Score: -14574592.000000 Penalty: 1156.378052
	Iteration 233Q: 3 clusters Score -1.457459e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 299705 members 
Entering Unmasked Estep 
Score: -14574616.000000 Penalty: 1156.378052
	Iteration 234Q: 3 clusters Score -1.457462e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 299803 members 
Entering Unmasked Estep 
Score: -14574603.000000 Penalty: 1156.378052
	Iteration 235Q: 3 clusters Score -1.45746e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 299886 members 
Entering Unmasked Estep 
Score: -14574597.000000 Penalty: 1156.378052
	Iteration 236Q: 3 clusters Score -1.45746e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 299951 members 
Entering Unmasked Estep 
Score: -14574591.000000 Penalty: 1156.378052
	Iteration 237Q: 3 clusters Score -1.457459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 300015 members 
Entering Unmasked Estep 
Score: -14574565.000000 Penalty: 1156.378052
	Iteration 238Q: 3 clusters Score -1.457456e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 300074 members 
Entering Unmasked Estep 
Score: -14574540.000000 Penalty: 1156.378052
	Iteration 239Q: 3 clusters Score -1.457454e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 300134 members 
Entering Unmasked Estep 
Score: -14574563.000000 Penalty: 1156.378052
	Iteration 240F: 3 clusters Score -1.457456e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 300189 members 
Entering Unmasked Estep 
Score: -14574564.000000 Penalty: 1156.378052
	Iteration 241Q: 3 clusters Score -1.457456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 300246 members 
Entering Unmasked Estep 
Score: -14574551.000000 Penalty: 1156.378052
	Iteration 242Q: 3 clusters Score -1.457455e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 300324 members 
Entering Unmasked Estep 
Score: -14574550.000000 Penalty: 1156.378052
	Iteration 243Q: 3 clusters Score -1.457455e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 300420 members 
Entering Unmasked Estep 
Score: -14574541.000000 Penalty: 1156.378052
	Iteration 244Q: 3 clusters Score -1.457454e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 300514 members 
Entering Unmasked Estep 
Score: -14574516.000000 Penalty: 1156.378052
	Iteration 245Q: 3 clusters Score -1.457452e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 300603 members 
Entering Unmasked Estep 
Score: -14574503.000000 Penalty: 1156.378052
	Iteration 246Q: 3 clusters Score -1.45745e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 300688 members 
Entering Unmasked Estep 
Score: -14574505.000000 Penalty: 1156.378052
	Iteration 247Q: 3 clusters Score -1.45745e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 300766 members 
Entering Unmasked Estep 
Score: -14574510.000000 Penalty: 1156.378052
	Iteration 248Q: 3 clusters Score -1.457451e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 300851 members 
Entering Unmasked Estep 
Score: -14574492.000000 Penalty: 1156.378052
	Iteration 249Q: 3 clusters Score -1.457449e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 300939 members 
Entering Unmasked Estep 
Score: -14574489.000000 Penalty: 1156.378052
	Iteration 250Q: 3 clusters Score -1.457449e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 301032 members 
Entering Unmasked Estep 
Score: -14574474.000000 Penalty: 1156.378052
	Iteration 251Q: 3 clusters Score -1.457447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 301112 members 
Entering Unmasked Estep 
Score: -14574460.000000 Penalty: 1156.378052
	Iteration 252Q: 3 clusters Score -1.457446e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 301192 members 
Entering Unmasked Estep 
Score: -14574441.000000 Penalty: 1156.378052
	Iteration 253Q: 3 clusters Score -1.457444e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 301263 members 
Entering Unmasked Estep 
Score: -14574433.000000 Penalty: 1156.378052
	Iteration 254Q: 3 clusters Score -1.457443e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 301328 members 
Entering Unmasked Estep 
Score: -14574441.000000 Penalty: 1156.378052
	Iteration 255Q: 3 clusters Score -1.457444e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 301401 members 
Entering Unmasked Estep 
Score: -14574435.000000 Penalty: 1156.378052
	Iteration 256Q: 3 clusters Score -1.457444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 301460 members 
Entering Unmasked Estep 
Score: -14574412.000000 Penalty: 1156.378052
	Iteration 257Q: 3 clusters Score -1.457441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 301500 members 
Entering Unmasked Estep 
Score: -14574413.000000 Penalty: 1156.378052
	Iteration 258Q: 3 clusters Score -1.457441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 301543 members 
Entering Unmasked Estep 
Score: -14574415.000000 Penalty: 1156.378052
	Iteration 259Q: 3 clusters Score -1.457442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 301590 members 
Entering Unmasked Estep 
Score: -14574402.000000 Penalty: 1156.378052
	Iteration 260F: 3 clusters Score -1.45744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 301635 members 
Entering Unmasked Estep 
Score: -14574409.000000 Penalty: 1156.378052
	Iteration 261Q: 3 clusters Score -1.457441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 301677 members 
Entering Unmasked Estep 
Score: -14574394.000000 Penalty: 1156.378052
	Iteration 262Q: 3 clusters Score -1.457439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 301725 members 
Entering Unmasked Estep 
Score: -14574391.000000 Penalty: 1156.378052
	Iteration 263Q: 3 clusters Score -1.457439e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 301777 members 
Entering Unmasked Estep 
Score: -14574390.000000 Penalty: 1156.378052
	Iteration 264Q: 3 clusters Score -1.457439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 301819 members 
Entering Unmasked Estep 
Score: -14574397.000000 Penalty: 1156.378052
	Iteration 265Q: 3 clusters Score -1.45744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 301852 members 
Entering Unmasked Estep 
Score: -14574397.000000 Penalty: 1156.378052
	Iteration 266Q: 3 clusters Score -1.45744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 301892 members 
Entering Unmasked Estep 
Score: -14574393.000000 Penalty: 1156.378052
	Iteration 267Q: 3 clusters Score -1.457439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 301921 members 
Entering Unmasked Estep 
Score: -14574393.000000 Penalty: 1156.378052
	Iteration 268Q: 3 clusters Score -1.457439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 301951 members 
Entering Unmasked Estep 
Score: -14574406.000000 Penalty: 1156.378052
	Iteration 269Q: 3 clusters Score -1.457441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 301995 members 
Entering Unmasked Estep 
Score: -14574419.000000 Penalty: 1156.378052
	Iteration 270Q: 3 clusters Score -1.457442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 302045 members 
Entering Unmasked Estep 
Score: -14574402.000000 Penalty: 1156.378052
	Iteration 271Q: 3 clusters Score -1.45744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 302103 members 
Entering Unmasked Estep 
Score: -14574382.000000 Penalty: 1156.378052
	Iteration 272Q: 3 clusters Score -1.457438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 302156 members 
Entering Unmasked Estep 
Score: -14574363.000000 Penalty: 1156.378052
	Iteration 273Q: 3 clusters Score -1.457436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 302203 members 
Entering Unmasked Estep 
Score: -14574372.000000 Penalty: 1156.378052
	Iteration 274Q: 3 clusters Score -1.457437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 302251 members 
Entering Unmasked Estep 
Score: -14574351.000000 Penalty: 1156.378052
	Iteration 275Q: 3 clusters Score -1.457435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 302299 members 
Entering Unmasked Estep 
Score: -14574331.000000 Penalty: 1156.378052
	Iteration 276Q: 3 clusters Score -1.457433e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 302351 members 
Entering Unmasked Estep 
Score: -14574332.000000 Penalty: 1156.378052
	Iteration 277Q: 3 clusters Score -1.457433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 302398 members 
Entering Unmasked Estep 
Score: -14574308.000000 Penalty: 1156.378052
	Iteration 278Q: 3 clusters Score -1.457431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 302440 members 
Entering Unmasked Estep 
Score: -14574319.000000 Penalty: 1156.378052
	Iteration 279Q: 3 clusters Score -1.457432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 302482 members 
Entering Unmasked Estep 
Score: -14574326.000000 Penalty: 1156.378052
	Iteration 280F: 3 clusters Score -1.457433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 302517 members 
Entering Unmasked Estep 
Score: -14574332.000000 Penalty: 1156.378052
	Iteration 281Q: 3 clusters Score -1.457433e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 302558 members 
Entering Unmasked Estep 
Score: -14574328.000000 Penalty: 1156.378052
	Iteration 282Q: 3 clusters Score -1.457433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 302601 members 
Entering Unmasked Estep 
Score: -14574329.000000 Penalty: 1156.378052
	Iteration 283Q: 3 clusters Score -1.457433e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 302658 members 
Entering Unmasked Estep 
Score: -14574321.000000 Penalty: 1156.378052
	Iteration 284Q: 3 clusters Score -1.457432e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 302703 members 
Entering Unmasked Estep 
Score: -14574303.000000 Penalty: 1156.378052
	Iteration 285Q: 3 clusters Score -1.45743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 302758 members 
Entering Unmasked Estep 
Score: -14574304.000000 Penalty: 1156.378052
	Iteration 286Q: 3 clusters Score -1.45743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 302820 members 
Entering Unmasked Estep 
Score: -14574295.000000 Penalty: 1156.378052
	Iteration 287Q: 3 clusters Score -1.45743e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 302876 members 
Entering Unmasked Estep 
Score: -14574307.000000 Penalty: 1156.378052
	Iteration 288Q: 3 clusters Score -1.457431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 302911 members 
Entering Unmasked Estep 
Score: -14574286.000000 Penalty: 1156.378052
	Iteration 289Q: 3 clusters Score -1.457429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 302951 members 
Entering Unmasked Estep 
Score: -14574295.000000 Penalty: 1156.378052
	Iteration 290Q: 3 clusters Score -1.45743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 302990 members 
Entering Unmasked Estep 
Score: -14574294.000000 Penalty: 1156.378052
	Iteration 291Q: 3 clusters Score -1.457429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 303018 members 
Entering Unmasked Estep 
Score: -14574275.000000 Penalty: 1156.378052
	Iteration 292Q: 3 clusters Score -1.457428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 303049 members 
Entering Unmasked Estep 
Score: -14574247.000000 Penalty: 1156.378052
	Iteration 293Q: 3 clusters Score -1.457425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 303082 members 
Entering Unmasked Estep 
Score: -14574240.000000 Penalty: 1156.378052
	Iteration 294Q: 3 clusters Score -1.457424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 303114 members 
Entering Unmasked Estep 
Score: -14574228.000000 Penalty: 1156.378052
	Iteration 295Q: 3 clusters Score -1.457423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 303138 members 
Entering Unmasked Estep 
Score: -14574216.000000 Penalty: 1156.378052
	Iteration 296Q: 3 clusters Score -1.457422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 303168 members 
Entering Unmasked Estep 
Score: -14574224.000000 Penalty: 1156.378052
	Iteration 297Q: 3 clusters Score -1.457422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 303203 members 
Entering Unmasked Estep 
Score: -14574224.000000 Penalty: 1156.378052
	Iteration 298Q: 3 clusters Score -1.457422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 303234 members 
Entering Unmasked Estep 
Score: -14574239.000000 Penalty: 1156.378052
	Iteration 299Q: 3 clusters Score -1.457424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 303258 members 
Entering Unmasked Estep 
Score: -14574235.000000 Penalty: 1156.378052
	Iteration 300F: 3 clusters Score -1.457424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 303289 members 
Entering Unmasked Estep 
Score: -14574226.000000 Penalty: 1156.378052
	Iteration 301Q: 3 clusters Score -1.457423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 303318 members 
Entering Unmasked Estep 
Score: -14574229.000000 Penalty: 1156.378052
	Iteration 302Q: 3 clusters Score -1.457423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 303354 members 
Entering Unmasked Estep 
Score: -14574235.000000 Penalty: 1156.378052
	Iteration 303Q: 3 clusters Score -1.457424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 303385 members 
Entering Unmasked Estep 
Score: -14574237.000000 Penalty: 1156.378052
	Iteration 304Q: 3 clusters Score -1.457424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 303417 members 
Entering Unmasked Estep 
Score: -14574233.000000 Penalty: 1156.378052
	Iteration 305Q: 3 clusters Score -1.457423e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 303457 members 
Entering Unmasked Estep 
Score: -14574263.000000 Penalty: 1156.378052
	Iteration 306Q: 3 clusters Score -1.457426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 303487 members 
Entering Unmasked Estep 
Score: -14574260.000000 Penalty: 1156.378052
	Iteration 307Q: 3 clusters Score -1.457426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 303520 members 
Entering Unmasked Estep 
Score: -14574264.000000 Penalty: 1156.378052
	Iteration 308Q: 3 clusters Score -1.457426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 303561 members 
Entering Unmasked Estep 
Score: -14574252.000000 Penalty: 1156.378052
	Iteration 309Q: 3 clusters Score -1.457425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 303605 members 
Entering Unmasked Estep 
Score: -14574251.000000 Penalty: 1156.378052
	Iteration 310Q: 3 clusters Score -1.457425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 303641 members 
Entering Unmasked Estep 
Score: -14574240.000000 Penalty: 1156.378052
	Iteration 311Q: 3 clusters Score -1.457424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 303678 members 
Entering Unmasked Estep 
Score: -14574244.000000 Penalty: 1156.378052
	Iteration 312Q: 3 clusters Score -1.457424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 303727 members 
Entering Unmasked Estep 
Score: -14574240.000000 Penalty: 1156.378052
	Iteration 313Q: 3 clusters Score -1.457424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 303761 members 
Entering Unmasked Estep 
Score: -14574211.000000 Penalty: 1156.378052
	Iteration 314Q: 3 clusters Score -1.457421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 303795 members 
Entering Unmasked Estep 
Score: -14574229.000000 Penalty: 1156.378052
	Iteration 315Q: 3 clusters Score -1.457423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 303827 members 
Entering Unmasked Estep 
Score: -14574235.000000 Penalty: 1156.378052
	Iteration 316Q: 3 clusters Score -1.457424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 303862 members 
Entering Unmasked Estep 
Score: -14574233.000000 Penalty: 1156.378052
	Iteration 317Q: 3 clusters Score -1.457423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 303896 members 
Entering Unmasked Estep 
Score: -14574233.000000 Penalty: 1156.378052
	Iteration 318Q: 3 clusters Score -1.457423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 303929 members 
Entering Unmasked Estep 
Score: -14574248.000000 Penalty: 1156.378052
	Iteration 319Q: 3 clusters Score -1.457425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 303961 members 
Entering Unmasked Estep 
Score: -14574242.000000 Penalty: 1156.378052
	Iteration 320F: 3 clusters Score -1.457424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 304000 members 
Entering Unmasked Estep 
Score: -14574224.000000 Penalty: 1156.378052
	Iteration 321Q: 3 clusters Score -1.457422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 304054 members 
Entering Unmasked Estep 
Score: -14574190.000000 Penalty: 1156.378052
	Iteration 322Q: 3 clusters Score -1.457419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 304107 members 
Entering Unmasked Estep 
Score: -14574183.000000 Penalty: 1156.378052
	Iteration 323Q: 3 clusters Score -1.457418e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 304167 members 
Entering Unmasked Estep 
Score: -14574186.000000 Penalty: 1156.378052
	Iteration 324Q: 3 clusters Score -1.457419e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 304233 members 
Entering Unmasked Estep 
Score: -14574184.000000 Penalty: 1156.378052
	Iteration 325Q: 3 clusters Score -1.457418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 304290 members 
Entering Unmasked Estep 
Score: -14574187.000000 Penalty: 1156.378052
	Iteration 326Q: 3 clusters Score -1.457419e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 304354 members 
Entering Unmasked Estep 
Score: -14574178.000000 Penalty: 1156.378052
	Iteration 327Q: 3 clusters Score -1.457418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 304422 members 
Entering Unmasked Estep 
Score: -14574181.000000 Penalty: 1156.378052
	Iteration 328Q: 3 clusters Score -1.457418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 304490 members 
Entering Unmasked Estep 
Score: -14574163.000000 Penalty: 1156.378052
	Iteration 329Q: 3 clusters Score -1.457416e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 304564 members 
Entering Unmasked Estep 
Score: -14574159.000000 Penalty: 1156.378052
	Iteration 330Q: 3 clusters Score -1.457416e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 304640 members 
Entering Unmasked Estep 
Score: -14574144.000000 Penalty: 1156.378052
	Iteration 331Q: 3 clusters Score -1.457414e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 304726 members 
Entering Unmasked Estep 
Score: -14574146.000000 Penalty: 1156.378052
	Iteration 332Q: 3 clusters Score -1.457415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 304790 members 
Entering Unmasked Estep 
Score: -14574132.000000 Penalty: 1156.378052
	Iteration 333Q: 3 clusters Score -1.457413e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 304862 members 
Entering Unmasked Estep 
Score: -14574122.000000 Penalty: 1156.378052
	Iteration 334Q: 3 clusters Score -1.457412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 304914 members 
Entering Unmasked Estep 
Score: -14574130.000000 Penalty: 1156.378052
	Iteration 335Q: 3 clusters Score -1.457413e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 304967 members 
Entering Unmasked Estep 
Score: -14574122.000000 Penalty: 1156.378052
	Iteration 336Q: 3 clusters Score -1.457412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 305026 members 
Entering Unmasked Estep 
Score: -14574117.000000 Penalty: 1156.378052
	Iteration 337Q: 3 clusters Score -1.457412e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 305083 members 
Entering Unmasked Estep 
Score: -14574113.000000 Penalty: 1156.378052
	Iteration 338Q: 3 clusters Score -1.457411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 305151 members 
Entering Unmasked Estep 
Score: -14574081.000000 Penalty: 1156.378052
	Iteration 339Q: 3 clusters Score -1.457408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 305216 members 
Entering Unmasked Estep 
Score: -14574068.000000 Penalty: 1156.378052
	Iteration 340F: 3 clusters Score -1.457407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 305272 members 
Entering Unmasked Estep 
Score: -14574078.000000 Penalty: 1156.378052
	Iteration 341Q: 3 clusters Score -1.457408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 305320 members 
Entering Unmasked Estep 
Score: -14574085.000000 Penalty: 1156.378052
	Iteration 342Q: 3 clusters Score -1.457408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 305368 members 
Entering Unmasked Estep 
Score: -14574071.000000 Penalty: 1156.378052
	Iteration 343Q: 3 clusters Score -1.457407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 305416 members 
Entering Unmasked Estep 
Score: -14574089.000000 Penalty: 1156.378052
	Iteration 344Q: 3 clusters Score -1.457409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 305455 members 
Entering Unmasked Estep 
Score: -14574080.000000 Penalty: 1156.378052
	Iteration 345Q: 3 clusters Score -1.457408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 305495 members 
Entering Unmasked Estep 
Score: -14574075.000000 Penalty: 1156.378052
	Iteration 346Q: 3 clusters Score -1.457408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 305534 members 
Entering Unmasked Estep 
Score: -14574072.000000 Penalty: 1156.378052
	Iteration 347Q: 3 clusters Score -1.457407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 305572 members 
Entering Unmasked Estep 
Score: -14574045.000000 Penalty: 1156.378052
	Iteration 348Q: 3 clusters Score -1.457404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 305607 members 
Entering Unmasked Estep 
Score: -14574047.000000 Penalty: 1156.378052
	Iteration 349Q: 3 clusters Score -1.457405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 305628 members 
Entering Unmasked Estep 
Score: -14574041.000000 Penalty: 1156.378052
	Iteration 350Q: 3 clusters Score -1.457404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 305644 members 
Entering Unmasked Estep 
Score: -14574045.000000 Penalty: 1156.378052
	Iteration 351Q: 3 clusters Score -1.457404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 305664 members 
Entering Unmasked Estep 
Score: -14574041.000000 Penalty: 1156.378052
	Iteration 352Q: 3 clusters Score -1.457404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 305685 members 
Entering Unmasked Estep 
Score: -14574042.000000 Penalty: 1156.378052
	Iteration 353Q: 3 clusters Score -1.457404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 305705 members 
Entering Unmasked Estep 
Score: -14574049.000000 Penalty: 1156.378052
	Iteration 354Q: 3 clusters Score -1.457405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 305725 members 
Entering Unmasked Estep 
Score: -14574048.000000 Penalty: 1156.378052
	Iteration 355Q: 3 clusters Score -1.457405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 305744 members 
Entering Unmasked Estep 
Score: -14574041.000000 Penalty: 1156.378052
	Iteration 356Q: 3 clusters Score -1.457404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 305765 members 
Entering Unmasked Estep 
Score: -14574021.000000 Penalty: 1156.378052
	Iteration 357Q: 3 clusters Score -1.457402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 305787 members 
Entering Unmasked Estep 
Score: -14574035.000000 Penalty: 1156.378052
	Iteration 358Q: 3 clusters Score -1.457404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 305815 members 
Entering Unmasked Estep 
Score: -14574035.000000 Penalty: 1156.378052
	Iteration 359Q: 3 clusters Score -1.457404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 305844 members 
Entering Unmasked Estep 
Score: -14574036.000000 Penalty: 1156.378052
	Iteration 360F: 3 clusters Score -1.457404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 305875 members 
Entering Unmasked Estep 
Score: -14574038.000000 Penalty: 1156.378052
	Iteration 361Q: 3 clusters Score -1.457404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 305905 members 
Entering Unmasked Estep 
Score: -14574039.000000 Penalty: 1156.378052
	Iteration 362Q: 3 clusters Score -1.457404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 305939 members 
Entering Unmasked Estep 
Score: -14574049.000000 Penalty: 1156.378052
	Iteration 363Q: 3 clusters Score -1.457405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 305974 members 
Entering Unmasked Estep 
Score: -14574043.000000 Penalty: 1156.378052
	Iteration 364Q: 3 clusters Score -1.457404e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 306024 members 
Entering Unmasked Estep 
Score: -14574016.000000 Penalty: 1156.378052
	Iteration 365Q: 3 clusters Score -1.457402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 306071 members 
Entering Unmasked Estep 
Score: -14574024.000000 Penalty: 1156.378052
	Iteration 366Q: 3 clusters Score -1.457402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 306115 members 
Entering Unmasked Estep 
Score: -14574025.000000 Penalty: 1156.378052
	Iteration 367Q: 3 clusters Score -1.457402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 306157 members 
Entering Unmasked Estep 
Score: -14574010.000000 Penalty: 1156.378052
	Iteration 368Q: 3 clusters Score -1.457401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 306199 members 
Entering Unmasked Estep 
Score: -14574006.000000 Penalty: 1156.378052
	Iteration 369Q: 3 clusters Score -1.457401e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 306242 members 
Entering Unmasked Estep 
Score: -14574014.000000 Penalty: 1156.378052
	Iteration 370Q: 3 clusters Score -1.457401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 306279 members 
Entering Unmasked Estep 
Score: -14574018.000000 Penalty: 1156.378052
	Iteration 371Q: 3 clusters Score -1.457402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 306316 members 
Entering Unmasked Estep 
Score: -14574013.000000 Penalty: 1156.378052
	Iteration 372Q: 3 clusters Score -1.457401e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 306359 members 
Entering Unmasked Estep 
Score: -14574000.000000 Penalty: 1156.378052
	Iteration 373Q: 3 clusters Score -1.4574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 306406 members 
Entering Unmasked Estep 
Score: -14574017.000000 Penalty: 1156.378052
	Iteration 374Q: 3 clusters Score -1.457402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 306459 members 
Entering Unmasked Estep 
Score: -14573976.000000 Penalty: 1156.378052
	Iteration 375Q: 3 clusters Score -1.457398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 306518 members 
Entering Unmasked Estep 
Score: -14574001.000000 Penalty: 1156.378052
	Iteration 376Q: 3 clusters Score -1.4574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 306570 members 
Entering Unmasked Estep 
Score: -14573991.000000 Penalty: 1156.378052
	Iteration 377Q: 3 clusters Score -1.457399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 306619 members 
Entering Unmasked Estep 
Score: -14573995.000000 Penalty: 1156.378052
	Iteration 378Q: 3 clusters Score -1.4574e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 306674 members 
Entering Unmasked Estep 
Score: -14573982.000000 Penalty: 1156.378052
	Iteration 379Q: 3 clusters Score -1.457398e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 306737 members 
Entering Unmasked Estep 
Score: -14573979.000000 Penalty: 1156.378052
	Iteration 380F: 3 clusters Score -1.457398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 306806 members 
Entering Unmasked Estep 
Score: -14573996.000000 Penalty: 1156.378052
	Iteration 381Q: 3 clusters Score -1.4574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 306875 members 
Entering Unmasked Estep 
Score: -14573989.000000 Penalty: 1156.378052
	Iteration 382Q: 3 clusters Score -1.457399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 306938 members 
Entering Unmasked Estep 
Score: -14573968.000000 Penalty: 1156.378052
	Iteration 383Q: 3 clusters Score -1.457397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 306997 members 
Entering Unmasked Estep 
Score: -14573956.000000 Penalty: 1156.378052
	Iteration 384Q: 3 clusters Score -1.457396e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 307047 members 
Entering Unmasked Estep 
Score: -14573969.000000 Penalty: 1156.378052
	Iteration 385Q: 3 clusters Score -1.457397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 307102 members 
Entering Unmasked Estep 
Score: -14573973.000000 Penalty: 1156.378052
	Iteration 386Q: 3 clusters Score -1.457397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 307159 members 
Entering Unmasked Estep 
Score: -14573953.000000 Penalty: 1156.378052
	Iteration 387Q: 3 clusters Score -1.457395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 307214 members 
Entering Unmasked Estep 
Score: -14573955.000000 Penalty: 1156.378052
	Iteration 388Q: 3 clusters Score -1.457396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 307269 members 
Entering Unmasked Estep 
Score: -14573926.000000 Penalty: 1156.378052
	Iteration 389Q: 3 clusters Score -1.457393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 307326 members 
Entering Unmasked Estep 
Score: -14573918.000000 Penalty: 1156.378052
	Iteration 390Q: 3 clusters Score -1.457392e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 307373 members 
Entering Unmasked Estep 
Score: -14573899.000000 Penalty: 1156.378052
	Iteration 391Q: 3 clusters Score -1.45739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 307420 members 
Entering Unmasked Estep 
Score: -14573890.000000 Penalty: 1156.378052
	Iteration 392Q: 3 clusters Score -1.457389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 307472 members 
Entering Unmasked Estep 
Score: -14573882.000000 Penalty: 1156.378052
	Iteration 393Q: 3 clusters Score -1.457388e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 307528 members 
Entering Unmasked Estep 
Score: -14573855.000000 Penalty: 1156.378052
	Iteration 394Q: 3 clusters Score -1.457386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 307581 members 
Entering Unmasked Estep 
Score: -14573862.000000 Penalty: 1156.378052
	Iteration 395Q: 3 clusters Score -1.457386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 307615 members 
Entering Unmasked Estep 
Score: -14573848.000000 Penalty: 1156.378052
	Iteration 396Q: 3 clusters Score -1.457385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 307653 members 
Entering Unmasked Estep 
Score: -14573836.000000 Penalty: 1156.378052
	Iteration 397Q: 3 clusters Score -1.457384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 307693 members 
Entering Unmasked Estep 
Score: -14573824.000000 Penalty: 1156.378052
	Iteration 398Q: 3 clusters Score -1.457382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 307733 members 
Entering Unmasked Estep 
Score: -14573816.000000 Penalty: 1156.378052
	Iteration 399Q: 3 clusters Score -1.457382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 307778 members 
Entering Unmasked Estep 
Score: -14573801.000000 Penalty: 1156.378052
	Iteration 400F: 3 clusters Score -1.45738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 307819 members 
Entering Unmasked Estep 
Score: -14573790.000000 Penalty: 1156.378052
	Iteration 401Q: 3 clusters Score -1.457379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 307861 members 
Entering Unmasked Estep 
Score: -14573779.000000 Penalty: 1156.378052
	Iteration 402Q: 3 clusters Score -1.457378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 307901 members 
Entering Unmasked Estep 
Score: -14573778.000000 Penalty: 1156.378052
	Iteration 403Q: 3 clusters Score -1.457378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 307943 members 
Entering Unmasked Estep 
Score: -14573781.000000 Penalty: 1156.378052
	Iteration 404Q: 3 clusters Score -1.457378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 307989 members 
Entering Unmasked Estep 
Score: -14573746.000000 Penalty: 1156.378052
	Iteration 405Q: 3 clusters Score -1.457375e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 308043 members 
Entering Unmasked Estep 
Score: -14573721.000000 Penalty: 1156.378052
	Iteration 406Q: 3 clusters Score -1.457372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 308096 members 
Entering Unmasked Estep 
Score: -14573712.000000 Penalty: 1156.378052
	Iteration 407Q: 3 clusters Score -1.457371e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 308165 members 
Entering Unmasked Estep 
Score: -14573686.000000 Penalty: 1156.378052
	Iteration 408Q: 3 clusters Score -1.457369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 308236 members 
Entering Unmasked Estep 
Score: -14573671.000000 Penalty: 1156.378052
	Iteration 409Q: 3 clusters Score -1.457367e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 308310 members 
Entering Unmasked Estep 
Score: -14573671.000000 Penalty: 1156.378052
	Iteration 410Q: 3 clusters Score -1.457367e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 308387 members 
Entering Unmasked Estep 
Score: -14573676.000000 Penalty: 1156.378052
	Iteration 411Q: 3 clusters Score -1.457368e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 308439 members 
Entering Unmasked Estep 
Score: -14573651.000000 Penalty: 1156.378052
	Iteration 412Q: 3 clusters Score -1.457365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 308504 members 
Entering Unmasked Estep 
Score: -14573668.000000 Penalty: 1156.378052
	Iteration 413Q: 3 clusters Score -1.457367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 308572 members 
Entering Unmasked Estep 
Score: -14573678.000000 Penalty: 1156.378052
	Iteration 414Q: 3 clusters Score -1.457368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 308638 members 
Entering Unmasked Estep 
Score: -14573648.000000 Penalty: 1156.378052
	Iteration 415Q: 3 clusters Score -1.457365e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 308699 members 
Entering Unmasked Estep 
Score: -14573631.000000 Penalty: 1156.378052
	Iteration 416Q: 3 clusters Score -1.457363e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 308756 members 
Entering Unmasked Estep 
Score: -14573641.000000 Penalty: 1156.378052
	Iteration 417Q: 3 clusters Score -1.457364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 308809 members 
Entering Unmasked Estep 
Score: -14573639.000000 Penalty: 1156.378052
	Iteration 418Q: 3 clusters Score -1.457364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 308863 members 
Entering Unmasked Estep 
Score: -14573626.000000 Penalty: 1156.378052
	Iteration 419Q: 3 clusters Score -1.457363e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 308919 members 
Entering Unmasked Estep 
Score: -14573608.000000 Penalty: 1156.378052
	Iteration 420F: 3 clusters Score -1.457361e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 308992 members 
Entering Unmasked Estep 
Score: -14573602.000000 Penalty: 1156.378052
	Iteration 421Q: 3 clusters Score -1.45736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 309061 members 
Entering Unmasked Estep 
Score: -14573594.000000 Penalty: 1156.378052
	Iteration 422Q: 3 clusters Score -1.457359e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 309126 members 
Entering Unmasked Estep 
Score: -14573541.000000 Penalty: 1156.378052
	Iteration 423Q: 3 clusters Score -1.457354e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 309175 members 
Entering Unmasked Estep 
Score: -14573529.000000 Penalty: 1156.378052
	Iteration 424Q: 3 clusters Score -1.457353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 309227 members 
Entering Unmasked Estep 
Score: -14573522.000000 Penalty: 1156.378052
	Iteration 425Q: 3 clusters Score -1.457352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 309270 members 
Entering Unmasked Estep 
Score: -14573527.000000 Penalty: 1156.378052
	Iteration 426Q: 3 clusters Score -1.457353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 309306 members 
Entering Unmasked Estep 
Score: -14573518.000000 Penalty: 1156.378052
	Iteration 427Q: 3 clusters Score -1.457352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 309333 members 
Entering Unmasked Estep 
Score: -14573537.000000 Penalty: 1156.378052
	Iteration 428Q: 3 clusters Score -1.457354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 309355 members 
Entering Unmasked Estep 
Score: -14573539.000000 Penalty: 1156.378052
	Iteration 429Q: 3 clusters Score -1.457354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 309373 members 
Entering Unmasked Estep 
Score: -14573549.000000 Penalty: 1156.378052
	Iteration 430Q: 3 clusters Score -1.457355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 309398 members 
Entering Unmasked Estep 
Score: -14573537.000000 Penalty: 1156.378052
	Iteration 431Q: 3 clusters Score -1.457354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 309418 members 
Entering Unmasked Estep 
Score: -14573542.000000 Penalty: 1156.378052
	Iteration 432Q: 3 clusters Score -1.457354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 309445 members 
Entering Unmasked Estep 
Score: -14573528.000000 Penalty: 1156.378052
	Iteration 433Q: 3 clusters Score -1.457353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 309473 members 
Entering Unmasked Estep 
Score: -14573534.000000 Penalty: 1156.378052
	Iteration 434Q: 3 clusters Score -1.457353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 309504 members 
Entering Unmasked Estep 
Score: -14573532.000000 Penalty: 1156.378052
	Iteration 435Q: 3 clusters Score -1.457353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 309532 members 
Entering Unmasked Estep 
Score: -14573529.000000 Penalty: 1156.378052
	Iteration 436Q: 3 clusters Score -1.457353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 309547 members 
Entering Unmasked Estep 
Score: -14573524.000000 Penalty: 1156.378052
	Iteration 437Q: 3 clusters Score -1.457352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 309564 members 
Entering Unmasked Estep 
Score: -14573523.000000 Penalty: 1156.378052
	Iteration 438Q: 3 clusters Score -1.457352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 309576 members 
Entering Unmasked Estep 
Score: -14573526.000000 Penalty: 1156.378052
	Iteration 439Q: 3 clusters Score -1.457353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 309589 members 
Entering Unmasked Estep 
Score: -14573530.000000 Penalty: 1156.378052
	Iteration 440F: 3 clusters Score -1.457353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 309609 members 
Entering Unmasked Estep 
Score: -14573519.000000 Penalty: 1156.378052
	Iteration 441Q: 3 clusters Score -1.457352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 309625 members 
Entering Unmasked Estep 
Score: -14573517.000000 Penalty: 1156.378052
	Iteration 442Q: 3 clusters Score -1.457352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 309646 members 
Entering Unmasked Estep 
Score: -14573502.000000 Penalty: 1156.378052
	Iteration 443Q: 3 clusters Score -1.45735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 309666 members 
Entering Unmasked Estep 
Score: -14573511.000000 Penalty: 1156.378052
	Iteration 444Q: 3 clusters Score -1.457351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 309689 members 
Entering Unmasked Estep 
Score: -14573497.000000 Penalty: 1156.378052
	Iteration 445Q: 3 clusters Score -1.45735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 309701 members 
Entering Unmasked Estep 
Score: -14573484.000000 Penalty: 1156.378052
	Iteration 446Q: 3 clusters Score -1.457348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 309714 members 
Entering Unmasked Estep 
Score: -14573482.000000 Penalty: 1156.378052
	Iteration 447Q: 3 clusters Score -1.457348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 309723 members 
Entering Unmasked Estep 
Score: -14573462.000000 Penalty: 1156.378052
	Iteration 448Q: 3 clusters Score -1.457346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 309732 members 
Entering Unmasked Estep 
Score: -14573464.000000 Penalty: 1156.378052
	Iteration 449Q: 3 clusters Score -1.457346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 309744 members 
Entering Unmasked Estep 
Score: -14573460.000000 Penalty: 1156.378052
	Iteration 450Q: 3 clusters Score -1.457346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 309761 members 
Entering Unmasked Estep 
Score: -14573464.000000 Penalty: 1156.378052
	Iteration 451Q: 3 clusters Score -1.457346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 309779 members 
Entering Unmasked Estep 
Score: -14573448.000000 Penalty: 1156.378052
	Iteration 452Q: 3 clusters Score -1.457345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 309792 members 
Entering Unmasked Estep 
Score: -14573463.000000 Penalty: 1156.378052
	Iteration 453Q: 3 clusters Score -1.457346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 309806 members 
Entering Unmasked Estep 
Score: -14573441.000000 Penalty: 1156.378052
	Iteration 454Q: 3 clusters Score -1.457344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 309823 members 
Entering Unmasked Estep 
Score: -14573446.000000 Penalty: 1156.378052
	Iteration 455Q: 3 clusters Score -1.457345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 309836 members 
Entering Unmasked Estep 
Score: -14573450.000000 Penalty: 1156.378052
	Iteration 456Q: 3 clusters Score -1.457345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 309852 members 
Entering Unmasked Estep 
Score: -14573453.000000 Penalty: 1156.378052
	Iteration 457Q: 3 clusters Score -1.457345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 309872 members 
Entering Unmasked Estep 
Score: -14573449.000000 Penalty: 1156.378052
	Iteration 458Q: 3 clusters Score -1.457345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 309900 members 
Entering Unmasked Estep 
Score: -14573461.000000 Penalty: 1156.378052
	Iteration 459Q: 3 clusters Score -1.457346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 309934 members 
Entering Unmasked Estep 
Score: -14573450.000000 Penalty: 1156.378052
	Iteration 460F: 3 clusters Score -1.457345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 309968 members 
Entering Unmasked Estep 
Score: -14573418.000000 Penalty: 1156.378052
	Iteration 461Q: 3 clusters Score -1.457342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 309994 members 
Entering Unmasked Estep 
Score: -14573415.000000 Penalty: 1156.378052
	Iteration 462Q: 3 clusters Score -1.457342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 310023 members 
Entering Unmasked Estep 
Score: -14573421.000000 Penalty: 1156.378052
	Iteration 463Q: 3 clusters Score -1.457342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 310052 members 
Entering Unmasked Estep 
Score: -14573426.000000 Penalty: 1156.378052
	Iteration 464Q: 3 clusters Score -1.457343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 310083 members 
Entering Unmasked Estep 
Score: -14573422.000000 Penalty: 1156.378052
	Iteration 465Q: 3 clusters Score -1.457342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 310111 members 
Entering Unmasked Estep 
Score: -14573416.000000 Penalty: 1156.378052
	Iteration 466Q: 3 clusters Score -1.457342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 310144 members 
Entering Unmasked Estep 
Score: -14573405.000000 Penalty: 1156.378052
	Iteration 467Q: 3 clusters Score -1.45734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 310172 members 
Entering Unmasked Estep 
Score: -14573387.000000 Penalty: 1156.378052
	Iteration 468Q: 3 clusters Score -1.457339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 310198 members 
Entering Unmasked Estep 
Score: -14573386.000000 Penalty: 1156.378052
	Iteration 469Q: 3 clusters Score -1.457339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 310224 members 
Entering Unmasked Estep 
Score: -14573376.000000 Penalty: 1156.378052
	Iteration 470Q: 3 clusters Score -1.457338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 310245 members 
Entering Unmasked Estep 
Score: -14573377.000000 Penalty: 1156.378052
	Iteration 471Q: 3 clusters Score -1.457338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 310267 members 
Entering Unmasked Estep 
Score: -14573372.000000 Penalty: 1156.378052
	Iteration 472Q: 3 clusters Score -1.457337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 310286 members 
Entering Unmasked Estep 
Score: -14573363.000000 Penalty: 1156.378052
	Iteration 473Q: 3 clusters Score -1.457336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 310312 members 
Entering Unmasked Estep 
Score: -14573350.000000 Penalty: 1156.378052
	Iteration 474Q: 3 clusters Score -1.457335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 310331 members 
Entering Unmasked Estep 
Score: -14573344.000000 Penalty: 1156.378052
	Iteration 475Q: 3 clusters Score -1.457334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 310354 members 
Entering Unmasked Estep 
Score: -14573339.000000 Penalty: 1156.378052
	Iteration 476Q: 3 clusters Score -1.457334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 310383 members 
Entering Unmasked Estep 
Score: -14573341.000000 Penalty: 1156.378052
	Iteration 477Q: 3 clusters Score -1.457334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 310413 members 
Entering Unmasked Estep 
Score: -14573346.000000 Penalty: 1156.378052
	Iteration 478Q: 3 clusters Score -1.457335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 310442 members 
Entering Unmasked Estep 
Score: -14573350.000000 Penalty: 1156.378052
	Iteration 479Q: 3 clusters Score -1.457335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 310459 members 
Entering Unmasked Estep 
Score: -14573368.000000 Penalty: 1156.378052
	Iteration 480F: 3 clusters Score -1.457337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 310471 members 
Entering Unmasked Estep 
Score: -14573347.000000 Penalty: 1156.378052
	Iteration 481Q: 3 clusters Score -1.457335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 310488 members 
Entering Unmasked Estep 
Score: -14573328.000000 Penalty: 1156.378052
	Iteration 482Q: 3 clusters Score -1.457333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 310507 members 
Entering Unmasked Estep 
Score: -14573308.000000 Penalty: 1156.378052
	Iteration 483Q: 3 clusters Score -1.457331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 310528 members 
Entering Unmasked Estep 
Score: -14573316.000000 Penalty: 1156.378052
	Iteration 484Q: 3 clusters Score -1.457332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 310549 members 
Entering Unmasked Estep 
Score: -14573310.000000 Penalty: 1156.378052
	Iteration 485Q: 3 clusters Score -1.457331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 310567 members 
Entering Unmasked Estep 
Score: -14573296.000000 Penalty: 1156.378052
	Iteration 486Q: 3 clusters Score -1.45733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 310585 members 
Entering Unmasked Estep 
Score: -14573300.000000 Penalty: 1156.378052
	Iteration 487Q: 3 clusters Score -1.45733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 310606 members 
Entering Unmasked Estep 
Score: -14573296.000000 Penalty: 1156.378052
	Iteration 488Q: 3 clusters Score -1.45733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 310634 members 
Entering Unmasked Estep 
Score: -14573287.000000 Penalty: 1156.378052
	Iteration 489Q: 3 clusters Score -1.457329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 310654 members 
Entering Unmasked Estep 
Score: -14573281.000000 Penalty: 1156.378052
	Iteration 490Q: 3 clusters Score -1.457328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 310665 members 
Entering Unmasked Estep 
Score: -14573275.000000 Penalty: 1156.378052
	Iteration 491Q: 3 clusters Score -1.457328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 310676 members 
Entering Unmasked Estep 
Score: -14573274.000000 Penalty: 1156.378052
	Iteration 492Q: 3 clusters Score -1.457327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 310686 members 
Entering Unmasked Estep 
Score: -14573262.000000 Penalty: 1156.378052
	Iteration 493Q: 3 clusters Score -1.457326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 310699 members 
Entering Unmasked Estep 
Score: -14573262.000000 Penalty: 1156.378052
	Iteration 494Q: 3 clusters Score -1.457326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 310722 members 
Entering Unmasked Estep 
Score: -14573277.000000 Penalty: 1156.378052
	Iteration 495Q: 3 clusters Score -1.457328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 310741 members 
Entering Unmasked Estep 
Score: -14573263.000000 Penalty: 1156.378052
	Iteration 496Q: 3 clusters Score -1.457326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 310766 members 
Entering Unmasked Estep 
Score: -14573250.000000 Penalty: 1156.378052
	Iteration 497Q: 3 clusters Score -1.457325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 310786 members 
Entering Unmasked Estep 
Score: -14573244.000000 Penalty: 1156.378052
	Iteration 498Q: 3 clusters Score -1.457324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 310797 members 
Entering Unmasked Estep 
Score: -14573250.000000 Penalty: 1156.378052
	Iteration 499Q: 3 clusters Score -1.457325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 310811 members 
Entering Unmasked Estep 
Score: -14573242.000000 Penalty: 1156.378052
	Iteration 500F: 3 clusters Score -1.457324e+07 nChanged 16
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 310825 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 232307 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 10 contains 320831 members 
Mstep: Class 17 contains 19374 members 
Mstep: Class 18 contains 147941 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 22 contains 7136 members 
Entering Unmasked Estep 
Score: -46834668.000000 Penalty: 8236.743164
Splitting cluster 17 changes total score from -46824716.000000 to -46834668.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 18 (147941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Entering Unmasked Estep 
Score: -6274833.000000 Penalty: 541.657898
	Iteration 0F: 2 clusters Score -6274833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -6174394.500000 Penalty: 1083.315796
	Iteration 0F: 3 clusters Score -6174394 nChanged 72707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -6221390.500000 Penalty: 1083.315796
	Iteration 1F: 3 clusters Score -6221390 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -6229025.000000 Penalty: 1083.315796
	Iteration 2F: 3 clusters Score -6229025 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -6239377.500000 Penalty: 1083.315796
	Iteration 3F: 3 clusters Score -6239378 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -6249557.000000 Penalty: 1083.315796
	Iteration 4F: 3 clusters Score -6249557 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -6257610.500000 Penalty: 1083.315796
	Iteration 5F: 3 clusters Score -6257610 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -6262875.500000 Penalty: 1083.315796
	Iteration 6F: 3 clusters Score -6262876 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -6266058.500000 Penalty: 1083.315796
	Iteration 7Q: 3 clusters Score -6266058 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -6268173.000000 Penalty: 1083.315796
	Iteration 8Q: 3 clusters Score -6268173 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -6269765.500000 Penalty: 1083.315796
	Iteration 9Q: 3 clusters Score -6269766 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -6271010.500000 Penalty: 1083.315796
	Iteration 10Q: 3 clusters Score -6271010 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -6272151.000000 Penalty: 1083.315796
	Iteration 11Q: 3 clusters Score -6272151 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -6273158.500000 Penalty: 1083.315796
	Iteration 12Q: 3 clusters Score -6273158 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -6273992.000000 Penalty: 1083.315796
	Iteration 13Q: 3 clusters Score -6273992 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -6274921.500000 Penalty: 1083.315796
	Iteration 14Q: 3 clusters Score -6274922 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -6275906.000000 Penalty: 1083.315796
	Iteration 15Q: 3 clusters Score -6275906 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -6277128.000000 Penalty: 1083.315796
	Iteration 16Q: 3 clusters Score -6277128 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -6278979.000000 Penalty: 1083.315796
	Iteration 17Q: 3 clusters Score -6278979 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -6280575.500000 Penalty: 1083.315796
	Iteration 18Q: 3 clusters Score -6280576 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -6281055.500000 Penalty: 1083.315796
	Iteration 19Q: 3 clusters Score -6281056 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 135955 members 
Entering Unmasked Estep 
Score: -6281362.000000 Penalty: 1083.315796
	Iteration 20F: 3 clusters Score -6281362 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -6281586.500000 Penalty: 1083.315796
	Iteration 21Q: 3 clusters Score -6281586 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 137374 members 
Entering Unmasked Estep 
Score: -6281711.500000 Penalty: 1083.315796
	Iteration 22Q: 3 clusters Score -6281712 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -6281770.500000 Penalty: 1083.315796
	Iteration 23Q: 3 clusters Score -6281770 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 138351 members 
Entering Unmasked Estep 
Score: -6281825.500000 Penalty: 1083.315796
	Iteration 24Q: 3 clusters Score -6281826 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -6281853.500000 Penalty: 1083.315796
	Iteration 25Q: 3 clusters Score -6281854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -6281935.500000 Penalty: 1083.315796
	Iteration 26Q: 3 clusters Score -6281936 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -6281955.000000 Penalty: 1083.315796
	Iteration 27Q: 3 clusters Score -6281955 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -6281980.000000 Penalty: 1083.315796
	Iteration 28Q: 3 clusters Score -6281980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -6281989.000000 Penalty: 1083.315796
	Iteration 29Q: 3 clusters Score -6281989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -6282003.500000 Penalty: 1083.315796
	Iteration 30Q: 3 clusters Score -6282004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 139810 members 
Entering Unmasked Estep 
Score: -6281996.500000 Penalty: 1083.315796
	Iteration 31Q: 3 clusters Score -6281996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -6282002.500000 Penalty: 1083.315796
	Iteration 32Q: 3 clusters Score -6282002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 139942 members 
Entering Unmasked Estep 
Score: -6282003.000000 Penalty: 1083.315796
	Iteration 33Q: 3 clusters Score -6282003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -6281997.500000 Penalty: 1083.315796
	Iteration 34Q: 3 clusters Score -6281998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -6282004.000000 Penalty: 1083.315796
	Iteration 35Q: 3 clusters Score -6282004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -6282010.000000 Penalty: 1083.315796
	Iteration 36Q: 3 clusters Score -6282010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 140060 members 
Entering Unmasked Estep 
Score: -6282007.000000 Penalty: 1083.315796
	Iteration 37Q: 3 clusters Score -6282007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -6282005.500000 Penalty: 1083.315796
	Iteration 38Q: 3 clusters Score -6282006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 140090 members 
Entering Unmasked Estep 
Score: -6282005.500000 Penalty: 1083.315796
	Iteration 39Q: 3 clusters Score -6282006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -6281998.000000 Penalty: 1083.315796
	Iteration 40F: 3 clusters Score -6281998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -6281999.500000 Penalty: 1083.315796
	Iteration 41Q: 3 clusters Score -6282000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -6282004.500000 Penalty: 1083.315796
	Iteration 42Q: 3 clusters Score -6282004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -6282007.500000 Penalty: 1083.315796
	Iteration 43Q: 3 clusters Score -6282008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -6282010.500000 Penalty: 1083.315796
	Iteration 44Q: 3 clusters Score -6282010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
Score: -6282009.000000 Penalty: 1083.315796
	Iteration 45Q: 3 clusters Score -6282009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -6282008.000000 Penalty: 1083.315796
	Iteration 46Q: 3 clusters Score -6282008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -6282007.500000 Penalty: 1083.315796
	Iteration 47Q: 3 clusters Score -6282008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 140208 members 
Entering Unmasked Estep 
Score: -6282008.500000 Penalty: 1083.315796
	Iteration 48Q: 3 clusters Score -6282008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 140214 members 
Entering Unmasked Estep 
Score: -6282011.000000 Penalty: 1083.315796
	Iteration 49Q: 3 clusters Score -6282011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -6282014.000000 Penalty: 1083.315796
	Iteration 50Q: 3 clusters Score -6282014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -6282014.000000 Penalty: 1083.315796
	Iteration 51F: 3 clusters Score -6282014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 310825 members 
Mstep: Class 5 contains 140217 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 232307 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 10 contains 320831 members 
Mstep: Class 17 contains 19374 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 22 contains 7136 members 
Entering Unmasked Estep 
Score: -46841872.000000 Penalty: 8870.338867
Splitting cluster 18 changes total score from -46824716.000000 to -46841872.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 19 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -56657.062500 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -56657.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -55718.804688 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -55718.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -55979.328125 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -55979.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -56044.523438 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -56044.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -56108.148438 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -56108.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -56167.429688 Penalty: 645.876953
	Iteration 4F: 3 clusters Score -56167.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56210.125000 Penalty: 645.876953
	Iteration 5F: 3 clusters Score -56210.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56233.230469 Penalty: 645.876953
	Iteration 6Q: 3 clusters Score -56233.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -56243.402344 Penalty: 645.876953
	Iteration 7Q: 3 clusters Score -56243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56247.035156 Penalty: 645.876953
	Iteration 8Q: 3 clusters Score -56247.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -56249.371094 Penalty: 645.876953
	Iteration 9Q: 3 clusters Score -56249.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56251.929688 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -56251.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -56257.035156 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -56257.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -56261.550781 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -56261.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -56265.210938 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -56265.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56268.554688 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -56268.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56271.792969 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -56271.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -56274.234375 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -56274.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56275.140625 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -56275.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56275.742188 Penalty: 645.876953
	Iteration 18Q: 3 clusters Score -56275.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56277.320312 Penalty: 645.876953
	Iteration 19Q: 3 clusters Score -56277.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56278.753906 Penalty: 645.876953
	Iteration 20F: 3 clusters Score -56278.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56280.539062 Penalty: 645.876953
	Iteration 21Q: 3 clusters Score -56280.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56282.316406 Penalty: 645.876953
	Iteration 22Q: 3 clusters Score -56282.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56284.027344 Penalty: 645.876953
	Iteration 23Q: 3 clusters Score -56284.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56284.910156 Penalty: 645.876953
	Iteration 24Q: 3 clusters Score -56284.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -56284.980469 Penalty: 645.876953
	Iteration 25Q: 3 clusters Score -56284.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -56284.980469 Penalty: 645.876953
	Iteration 26F: 3 clusters Score -56284.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -35681.476562 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -35681.48 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 391 members 
Entering Unmasked Estep 
Score: -35019.195312 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -35019.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35202.371094 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -35202.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35230.125000 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -35230.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35245.480469 Penalty: 604.466309
	Iteration 3Q: 3 clusters Score -35245.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35258.148438 Penalty: 604.466309
	Iteration 4Q: 3 clusters Score -35258.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35270.656250 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -35270.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35282.445312 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -35282.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35288.371094 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -35288.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35296.386719 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -35296.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35300.671875 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -35300.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35301.843750 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -35301.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35302.726562 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -35302.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35303.574219 Penalty: 604.466309
	Iteration 12Q: 3 clusters Score -35303.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35304.167969 Penalty: 604.466309
	Iteration 13Q: 3 clusters Score -35304.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35306.492188 Penalty: 604.466309
	Iteration 14Q: 3 clusters Score -35306.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35309.734375 Penalty: 604.466309
	Iteration 15Q: 3 clusters Score -35309.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35315.136719 Penalty: 604.466309
	Iteration 16Q: 3 clusters Score -35315.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35322.398438 Penalty: 604.466309
	Iteration 17Q: 3 clusters Score -35322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35331.671875 Penalty: 604.466309
	Iteration 18Q: 3 clusters Score -35331.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35336.367188 Penalty: 604.466309
	Iteration 19Q: 3 clusters Score -35336.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35340.777344 Penalty: 604.466309
	Iteration 20F: 3 clusters Score -35340.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35342.500000 Penalty: 604.466309
	Iteration 21Q: 3 clusters Score -35342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35343.425781 Penalty: 604.466309
	Iteration 22Q: 3 clusters Score -35343.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35343.671875 Penalty: 604.466309
	Iteration 23Q: 3 clusters Score -35343.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35343.851562 Penalty: 604.466309
	Iteration 24Q: 3 clusters Score -35343.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35343.851562 Penalty: 604.466309
	Iteration 25F: 3 clusters Score -35343.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -313978.437500 Penalty: 403.717285
	Iteration 0F: 2 clusters Score -313978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -309202.250000 Penalty: 807.434570
	Iteration 0F: 3 clusters Score -309202.2 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -311200.500000 Penalty: 807.434570
	Iteration 1F: 3 clusters Score -311200.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -311577.593750 Penalty: 807.434570
	Iteration 2F: 3 clusters Score -311577.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -312060.687500 Penalty: 807.434570
	Iteration 3F: 3 clusters Score -312060.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -312575.531250 Penalty: 807.434570
	Iteration 4F: 3 clusters Score -312575.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -313006.625000 Penalty: 807.434570
	Iteration 5F: 3 clusters Score -313006.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -313246.093750 Penalty: 807.434570
	Iteration 6F: 3 clusters Score -313246.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -313381.406250 Penalty: 807.434570
	Iteration 7Q: 3 clusters Score -313381.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -313459.250000 Penalty: 807.434570
	Iteration 8Q: 3 clusters Score -313459.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -313494.875000 Penalty: 807.434570
	Iteration 9Q: 3 clusters Score -313494.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -313516.843750 Penalty: 807.434570
	Iteration 10Q: 3 clusters Score -313516.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -313529.937500 Penalty: 807.434570
	Iteration 11Q: 3 clusters Score -313529.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -313537.343750 Penalty: 807.434570
	Iteration 12Q: 3 clusters Score -313537.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -313546.937500 Penalty: 807.434570
	Iteration 13Q: 3 clusters Score -313546.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -313555.281250 Penalty: 807.434570
	Iteration 14Q: 3 clusters Score -313555.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -313560.687500 Penalty: 807.434570
	Iteration 15Q: 3 clusters Score -313560.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -313566.281250 Penalty: 807.434570
	Iteration 16Q: 3 clusters Score -313566.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -313569.281250 Penalty: 807.434570
	Iteration 17Q: 3 clusters Score -313569.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -313571.562500 Penalty: 807.434570
	Iteration 18Q: 3 clusters Score -313571.6 nChanged 22
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: -313574.000000 Penalty: 807.434570
	Iteration 19Q: 3 clusters Score -313574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -313576.437500 Penalty: 807.434570
	Iteration 20F: 3 clusters Score -313576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -313578.593750 Penalty: 807.434570
	Iteration 21Q: 3 clusters Score -313578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -313579.968750 Penalty: 807.434570
	Iteration 22Q: 3 clusters Score -313580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -313582.125000 Penalty: 807.434570
	Iteration 23Q: 3 clusters Score -313582.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -313585.781250 Penalty: 807.434570
	Iteration 24Q: 3 clusters Score -313585.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -313587.562500 Penalty: 807.434570
	Iteration 25Q: 3 clusters Score -313587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -313588.468750 Penalty: 807.434570
	Iteration 26Q: 3 clusters Score -313588.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -313590.656250 Penalty: 807.434570
	Iteration 27Q: 3 clusters Score -313590.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -313592.750000 Penalty: 807.434570
	Iteration 28Q: 3 clusters Score -313592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -313592.562500 Penalty: 807.434570
	Iteration 29Q: 3 clusters Score -313592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -313593.125000 Penalty: 807.434570
	Iteration 30Q: 3 clusters Score -313593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -313593.000000 Penalty: 807.434570
	Iteration 31Q: 3 clusters Score -313593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -313592.906250 Penalty: 807.434570
	Iteration 32Q: 3 clusters Score -313592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -313593.593750 Penalty: 807.434570
	Iteration 33Q: 3 clusters Score -313593.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -313594.437500 Penalty: 807.434570
	Iteration 34Q: 3 clusters Score -313594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -313594.312500 Penalty: 807.434570
	Iteration 35Q: 3 clusters Score -313594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -313594.437500 Penalty: 807.434570
	Iteration 36Q: 3 clusters Score -313594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -313593.687500 Penalty: 807.434570
	Iteration 37Q: 3 clusters Score -313593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -313595.625000 Penalty: 807.434570
	Iteration 38Q: 3 clusters Score -313595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -313594.687500 Penalty: 807.434570
	Iteration 39Q: 3 clusters Score -313594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -313595.593750 Penalty: 807.434570
	Iteration 40F: 3 clusters Score -313595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -313595.093750 Penalty: 807.434570
	Iteration 41Q: 3 clusters Score -313595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -313595.750000 Penalty: 807.434570
	Iteration 42Q: 3 clusters Score -313595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -313595.093750 Penalty: 807.434570
	Iteration 43Q: 3 clusters Score -313595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -313595.250000 Penalty: 807.434570
	Iteration 44Q: 3 clusters Score -313595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -313594.468750 Penalty: 807.434570
	Iteration 45Q: 3 clusters Score -313594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -313595.937500 Penalty: 807.434570
	Iteration 46Q: 3 clusters Score -313595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -313597.406250 Penalty: 807.434570
	Iteration 47Q: 3 clusters Score -313597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -313599.062500 Penalty: 807.434570
	Iteration 48Q: 3 clusters Score -313599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -313600.937500 Penalty: 807.434570
	Iteration 49Q: 3 clusters Score -313600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -313602.593750 Penalty: 807.434570
	Iteration 50Q: 3 clusters Score -313602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -313603.812500 Penalty: 807.434570
	Iteration 51Q: 3 clusters Score -313603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -313604.593750 Penalty: 807.434570
	Iteration 52Q: 3 clusters Score -313604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -313606.125000 Penalty: 807.434570
	Iteration 53Q: 3 clusters Score -313606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -313606.968750 Penalty: 807.434570
	Iteration 54Q: 3 clusters Score -313607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -313608.562500 Penalty: 807.434570
	Iteration 55Q: 3 clusters Score -313608.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -313609.718750 Penalty: 807.434570
	Iteration 56Q: 3 clusters Score -313609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -313610.812500 Penalty: 807.434570
	Iteration 57Q: 3 clusters Score -313610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -313611.343750 Penalty: 807.434570
	Iteration 58Q: 3 clusters Score -313611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -313614.125000 Penalty: 807.434570
	Iteration 59Q: 3 clusters Score -313614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -313616.187500 Penalty: 807.434570
	Iteration 60F: 3 clusters Score -313616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -313618.750000 Penalty: 807.434570
	Iteration 61Q: 3 clusters Score -313618.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -313621.218750 Penalty: 807.434570
	Iteration 62Q: 3 clusters Score -313621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -313624.406250 Penalty: 807.434570
	Iteration 63Q: 3 clusters Score -313624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -313626.187500 Penalty: 807.434570
	Iteration 64Q: 3 clusters Score -313626.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -313627.375000 Penalty: 807.434570
	Iteration 65Q: 3 clusters Score -313627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -313629.843750 Penalty: 807.434570
	Iteration 66Q: 3 clusters Score -313629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -313633.937500 Penalty: 807.434570
	Iteration 67Q: 3 clusters Score -313633.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -313635.718750 Penalty: 807.434570
	Iteration 68Q: 3 clusters Score -313635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -313639.218750 Penalty: 807.434570
	Iteration 69Q: 3 clusters Score -313639.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -313642.750000 Penalty: 807.434570
	Iteration 70Q: 3 clusters Score -313642.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -313647.906250 Penalty: 807.434570
	Iteration 71Q: 3 clusters Score -313647.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -313654.781250 Penalty: 807.434570
	Iteration 72Q: 3 clusters Score -313654.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -313659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -313662.437500 Penalty: 807.434570
	Iteration 74Q: 3 clusters Score -313662.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -313664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -313668.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -313673.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -313679.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -313684.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -313688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -313692.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -313695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -313698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -313700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -313703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -313707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -313709.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -313711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -313712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -313712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -313712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -313713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -313713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -313713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -313713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 232307 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 10 contains 320831 members 
Mstep: Class 17 contains 19374 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 22 contains 7136 members 
Entering Unmasked Estep 
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Iteration 39Q: 15 clusters Score -4.684629e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 43896 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 307598 members 
Mstep: Class 5 contains 140527 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 235030 members 
Mstep: Class 8 contains 10757 members 
Mstep: Class 10 contains 319678 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 22 contains 7375 members 
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Iteration 40F: 15 clusters Score -4.685171e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 44125 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 309964 members 
Mstep: Class 5 contains 140641 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 235261 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 10 contains 316072 members 
Mstep: Class 17 contains 19958 members 
Mstep: Class 18 contains 7992 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 22 contains 7634 members 
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Iteration 41Q: 15 clusters Score -4.685529e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 313020 members 
Mstep: Class 5 contains 140303 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 234950 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 10 contains 312785 members 
Mstep: Class 17 contains 19955 members 
Mstep: Class 18 contains 8287 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 22 contains 7893 members 
Entering Unmasked Estep 
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Iteration 42Q: 15 clusters Score -4.685781e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 44216 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 316339 members 
Mstep: Class 5 contains 139761 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 234228 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 10 contains 309729 members 
Mstep: Class 17 contains 20142 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 22 contains 8134 members 
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Iteration 43Q: 15 clusters Score -4.685942e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 44114 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 319757 members 
Mstep: Class 5 contains 139112 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 233049 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 10 contains 307014 members 
Mstep: Class 17 contains 20436 members 
Mstep: Class 18 contains 8939 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 855 members 
Mstep: Class 22 contains 8384 members 
Entering Unmasked Estep 
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Iteration 44Q: 15 clusters Score -4.686117e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 43972 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 322801 members 
Mstep: Class 5 contains 138454 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 231628 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 10 contains 304808 members 
Mstep: Class 17 contains 20851 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 22 contains 8631 members 
Entering Unmasked Estep 
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Iteration 45Q: 15 clusters Score -4.686244e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 43842 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 325589 members 
Mstep: Class 5 contains 137744 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 230143 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 10 contains 302883 members 
Mstep: Class 17 contains 21354 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 22 contains 8862 members 
Entering Unmasked Estep 
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Iteration 46Q: 15 clusters Score -4.686382e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 43680 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 327928 members 
Mstep: Class 5 contains 136980 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 228528 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 10 contains 301582 members 
Mstep: Class 17 contains 21918 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 22 contains 9095 members 
Entering Unmasked Estep 
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Iteration 47Q: 15 clusters Score -4.686506e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 330135 members 
Mstep: Class 5 contains 136174 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 226871 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 10 contains 300441 members 
Mstep: Class 17 contains 22472 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 902 members 
Mstep: Class 22 contains 9328 members 
Entering Unmasked Estep 
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Iteration 48Q: 15 clusters Score -4.686615e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 43407 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 332034 members 
Mstep: Class 5 contains 135334 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 225182 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 10 contains 299641 members 
Mstep: Class 17 contains 23028 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 908 members 
Mstep: Class 22 contains 9571 members 
Entering Unmasked Estep 
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Iteration 49Q: 15 clusters Score -4.686722e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 43308 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 333821 members 
Mstep: Class 5 contains 134531 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 223348 members 
Mstep: Class 8 contains 10633 members 
Mstep: Class 10 contains 299155 members 
Mstep: Class 17 contains 23497 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 22 contains 9824 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -4.686792e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 43211 members 
Mstep: Class 3 contains 9463 members 
Mstep: Class 4 contains 335468 members 
Mstep: Class 5 contains 133739 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 221546 members 
Mstep: Class 8 contains 10816 members 
Mstep: Class 10 contains 298899 members 
Mstep: Class 17 contains 23909 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 22 contains 10087 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -4.68683e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 43152 members 
Mstep: Class 3 contains 9704 members 
Mstep: Class 4 contains 336872 members 
Mstep: Class 5 contains 132963 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 219736 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 10 contains 298841 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 22 contains 10326 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -4.686877e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 43112 members 
Mstep: Class 3 contains 9964 members 
Mstep: Class 4 contains 338146 members 
Mstep: Class 5 contains 132137 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 217903 members 
Mstep: Class 8 contains 11313 members 
Mstep: Class 10 contains 298978 members 
Mstep: Class 17 contains 24753 members 
Mstep: Class 18 contains 11911 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 929 members 
Mstep: Class 22 contains 10576 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -4.686903e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 43088 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 339342 members 
Mstep: Class 5 contains 131296 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 216086 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 10 contains 299256 members 
Mstep: Class 17 contains 25111 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 22 contains 10794 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -4.686938e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 43092 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 340386 members 
Mstep: Class 5 contains 130464 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 214345 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 10 contains 299627 members 
Mstep: Class 17 contains 25424 members 
Mstep: Class 18 contains 12375 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 22 contains 10990 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -4.686972e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 43096 members 
Mstep: Class 3 contains 10630 members 
Mstep: Class 4 contains 341395 members 
Mstep: Class 5 contains 129579 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 212716 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 10 contains 300037 members 
Mstep: Class 17 contains 25686 members 
Mstep: Class 18 contains 12576 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 936 members 
Mstep: Class 22 contains 11171 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -4.687006e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 43125 members 
Mstep: Class 3 contains 10836 members 
Mstep: Class 4 contains 342222 members 
Mstep: Class 5 contains 128717 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 211220 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 10 contains 300523 members 
Mstep: Class 17 contains 25916 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 939 members 
Mstep: Class 22 contains 11326 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -4.687064e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 43130 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 342908 members 
Mstep: Class 5 contains 127859 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 209798 members 
Mstep: Class 8 contains 13221 members 
Mstep: Class 10 contains 301132 members 
Mstep: Class 17 contains 26143 members 
Mstep: Class 18 contains 12941 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 945 members 
Mstep: Class 22 contains 11481 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -4.687106e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 43126 members 
Mstep: Class 3 contains 11209 members 
Mstep: Class 4 contains 343527 members 
Mstep: Class 5 contains 127007 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 208405 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 10 contains 301847 members 
Mstep: Class 17 contains 26377 members 
Mstep: Class 18 contains 13094 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 22 contains 11626 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -4.687146e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 43135 members 
Mstep: Class 3 contains 11362 members 
Mstep: Class 4 contains 344068 members 
Mstep: Class 5 contains 126210 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 207162 members 
Mstep: Class 8 contains 14039 members 
Mstep: Class 10 contains 302494 members 
Mstep: Class 17 contains 26600 members 
Mstep: Class 18 contains 13224 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 22 contains 11785 members 
Entering Unmasked Estep 
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Iteration 60F: 15 clusters Score -4.687186e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 43012 members 
Mstep: Class 3 contains 11617 members 
Mstep: Class 4 contains 344481 members 
Mstep: Class 5 contains 125401 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 205779 members 
Mstep: Class 8 contains 14423 members 
Mstep: Class 10 contains 303164 members 
Mstep: Class 17 contains 26872 members 
Mstep: Class 18 contains 13352 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 22 contains 11938 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -4.687217e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 42905 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 344864 members 
Mstep: Class 5 contains 124658 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 204473 members 
Mstep: Class 8 contains 14777 members 
Mstep: Class 10 contains 303756 members 
Mstep: Class 17 contains 27114 members 
Mstep: Class 18 contains 13476 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 22 contains 12090 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -4.687244e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 42844 members 
Mstep: Class 3 contains 12099 members 
Mstep: Class 4 contains 345270 members 
Mstep: Class 5 contains 123931 members 
Mstep: Class 6 contains 995 members 
Mstep: Class 7 contains 203196 members 
Mstep: Class 8 contains 15138 members 
Mstep: Class 10 contains 304407 members 
Mstep: Class 17 contains 27314 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 20 contains 973 members 
Mstep: Class 22 contains 12250 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -4.687289e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 42778 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 345640 members 
Mstep: Class 5 contains 123279 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 201923 members 
Mstep: Class 8 contains 15459 members 
Mstep: Class 10 contains 305070 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 974 members 
Mstep: Class 22 contains 12412 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -4.687312e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 12622 members 
Mstep: Class 4 contains 346097 members 
Mstep: Class 5 contains 122649 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 200661 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 10 contains 305625 members 
Mstep: Class 17 contains 27601 members 
Mstep: Class 18 contains 13777 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 22 contains 12559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46873492.000000 Penalty: 8870.338867
Iteration 65Q: 15 clusters Score -4.687349e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 42653 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 346519 members 
Mstep: Class 5 contains 122021 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 199377 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 10 contains 306238 members 
Mstep: Class 17 contains 27735 members 
Mstep: Class 18 contains 13887 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 985 members 
Mstep: Class 22 contains 12712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46873560.000000 Penalty: 8870.338867
Iteration 66Q: 15 clusters Score -4.687356e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 42582 members 
Mstep: Class 3 contains 13180 members 
Mstep: Class 4 contains 346976 members 
Mstep: Class 5 contains 121453 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 198121 members 
Mstep: Class 8 contains 16395 members 
Mstep: Class 10 contains 306767 members 
Mstep: Class 17 contains 27855 members 
Mstep: Class 18 contains 13987 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 22 contains 12838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874076.000000 Penalty: 8870.338867
Iteration 67Q: 15 clusters Score -4.687408e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 42464 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 347415 members 
Mstep: Class 5 contains 120955 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 196881 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 10 contains 307259 members 
Mstep: Class 17 contains 28013 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 22 contains 12987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874304.000000 Penalty: 8870.338867
Iteration 68Q: 15 clusters Score -4.68743e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 347858 members 
Mstep: Class 5 contains 120496 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 195610 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 10 contains 307785 members 
Mstep: Class 17 contains 28148 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 4661 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 22 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874572.000000 Penalty: 8870.338867
Iteration 69Q: 15 clusters Score -4.687457e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 42339 members 
Mstep: Class 3 contains 14070 members 
Mstep: Class 4 contains 348306 members 
Mstep: Class 5 contains 120042 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 194395 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 10 contains 308268 members 
Mstep: Class 17 contains 28250 members 
Mstep: Class 18 contains 14168 members 
Mstep: Class 19 contains 4727 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 22 contains 13269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874556.000000 Penalty: 8870.338867
Iteration 70Q: 15 clusters Score -4.687456e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 348756 members 
Mstep: Class 5 contains 119600 members 
Mstep: Class 6 contains 843 members 
Mstep: Class 7 contains 193159 members 
Mstep: Class 8 contains 17332 members 
Mstep: Class 10 contains 308884 members 
Mstep: Class 17 contains 28322 members 
Mstep: Class 18 contains 14227 members 
Mstep: Class 19 contains 4777 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 22 contains 13412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874708.000000 Penalty: 8870.338867
Iteration 71Q: 15 clusters Score -4.687471e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 42280 members 
Mstep: Class 3 contains 14587 members 
Mstep: Class 4 contains 349102 members 
Mstep: Class 5 contains 119181 members 
Mstep: Class 6 contains 832 members 
Mstep: Class 7 contains 191952 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 10 contains 309487 members 
Mstep: Class 17 contains 28408 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 22 contains 13550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46874840.000000 Penalty: 8870.338867
Iteration 72Q: 15 clusters Score -4.687484e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 42266 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 349435 members 
Mstep: Class 5 contains 118803 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 190771 members 
Mstep: Class 8 contains 17824 members 
Mstep: Class 10 contains 310032 members 
Mstep: Class 17 contains 28464 members 
Mstep: Class 18 contains 14330 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 22 contains 13676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875040.000000 Penalty: 8870.338867
Iteration 73Q: 15 clusters Score -4.687504e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 15197 members 
Mstep: Class 4 contains 349800 members 
Mstep: Class 5 contains 118417 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 189650 members 
Mstep: Class 8 contains 18054 members 
Mstep: Class 10 contains 310516 members 
Mstep: Class 17 contains 28536 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 1071 members 
Mstep: Class 22 contains 13772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875356.000000 Penalty: 8870.338867
Iteration 74Q: 15 clusters Score -4.687536e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 42245 members 
Mstep: Class 3 contains 15545 members 
Mstep: Class 4 contains 350082 members 
Mstep: Class 5 contains 118089 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 188583 members 
Mstep: Class 8 contains 18256 members 
Mstep: Class 10 contains 310983 members 
Mstep: Class 17 contains 28617 members 
Mstep: Class 18 contains 14392 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 1077 members 
Mstep: Class 22 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875548.000000 Penalty: 8870.338867
Iteration 75Q: 15 clusters Score -4.687555e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 42223 members 
Mstep: Class 3 contains 15919 members 
Mstep: Class 4 contains 350446 members 
Mstep: Class 5 contains 117760 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 187467 members 
Mstep: Class 8 contains 18418 members 
Mstep: Class 10 contains 311468 members 
Mstep: Class 17 contains 28674 members 
Mstep: Class 18 contains 14424 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 22 contains 13935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875536.000000 Penalty: 8870.338867
Iteration 76Q: 15 clusters Score -4.687554e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 42206 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 350831 members 
Mstep: Class 5 contains 117472 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 186333 members 
Mstep: Class 8 contains 18556 members 
Mstep: Class 10 contains 311924 members 
Mstep: Class 17 contains 28721 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 22 contains 14027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875604.000000 Penalty: 8870.338867
Iteration 77Q: 15 clusters Score -4.68756e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 42186 members 
Mstep: Class 3 contains 16756 members 
Mstep: Class 4 contains 351096 members 
Mstep: Class 5 contains 117234 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 185211 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 10 contains 312374 members 
Mstep: Class 17 contains 28772 members 
Mstep: Class 18 contains 14489 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46875776.000000 Penalty: 8870.338867
Iteration 78Q: 15 clusters Score -4.687578e+07 nChanged 3391
Entering ConstructFrom: 
Score: -46875776.000000 Penalty: 8870.338867
Entering ConstructFrom: 
Trying to split cluster 1 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -362156.281250 Penalty: 408.108368
	Iteration 0F: 2 clusters Score -362156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -356972.250000 Penalty: 816.216736
	Iteration 0F: 3 clusters Score -356972.2 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -359019.343750 Penalty: 816.216736
	Iteration 1F: 3 clusters Score -359019.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -359203.718750 Penalty: 816.216736
	Iteration 2F: 3 clusters Score -359203.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -359448.406250 Penalty: 816.216736
	Iteration 3F: 3 clusters Score -359448.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -359752.875000 Penalty: 816.216736
	Iteration 4F: 3 clusters Score -359752.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -360189.937500 Penalty: 816.216736
	Iteration 5F: 3 clusters Score -360189.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -360749.906250 Penalty: 816.216736
	Iteration 6F: 3 clusters Score -360749.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -361258.656250 Penalty: 816.216736
	Iteration 7F: 3 clusters Score -361258.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -361568.593750 Penalty: 816.216736
	Iteration 8Q: 3 clusters Score -361568.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -361690.625000 Penalty: 816.216736
	Iteration 9Q: 3 clusters Score -361690.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -361753.281250 Penalty: 816.216736
	Iteration 10Q: 3 clusters Score -361753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -361777.031250 Penalty: 816.216736
	Iteration 11Q: 3 clusters Score -361777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -361790.812500 Penalty: 816.216736
	Iteration 12Q: 3 clusters Score -361790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -361804.562500 Penalty: 816.216736
	Iteration 13Q: 3 clusters Score -361804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -361805.718750 Penalty: 816.216736
	Iteration 14Q: 3 clusters Score -361805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -361810.468750 Penalty: 816.216736
	Iteration 15Q: 3 clusters Score -361810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -361812.750000 Penalty: 816.216736
	Iteration 16Q: 3 clusters Score -361812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -361813.062500 Penalty: 816.216736
	Iteration 17Q: 3 clusters Score -361813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -361813.062500 Penalty: 816.216736
	Iteration 18F: 3 clusters Score -361813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Entering Unmasked Estep 
Score: -1704187.875000 Penalty: 484.556030
	Iteration 0F: 2 clusters Score -1704188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1675755.750000 Penalty: 969.112061
	Iteration 0F: 3 clusters Score -1675756 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -1688330.375000 Penalty: 969.112061
	Iteration 1F: 3 clusters Score -1688330 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1689284.250000 Penalty: 969.112061
	Iteration 2Q: 3 clusters Score -1689284 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1690961.000000 Penalty: 969.112061
	Iteration 3F: 3 clusters Score -1690961 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -1693371.875000 Penalty: 969.112061
	Iteration 4F: 3 clusters Score -1693372 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -1695893.125000 Penalty: 969.112061
	Iteration 5F: 3 clusters Score -1695893 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -1697653.375000 Penalty: 969.112061
	Iteration 6F: 3 clusters Score -1697653 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1698506.375000 Penalty: 969.112061
	Iteration 7Q: 3 clusters Score -1698506 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -1698903.750000 Penalty: 969.112061
	Iteration 8Q: 3 clusters Score -1698904 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1699184.625000 Penalty: 969.112061
	Iteration 9Q: 3 clusters Score -1699185 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -1699458.250000 Penalty: 969.112061
	Iteration 10Q: 3 clusters Score -1699458 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -1699739.875000 Penalty: 969.112061
	Iteration 11Q: 3 clusters Score -1699740 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -1700028.750000 Penalty: 969.112061
	Iteration 12Q: 3 clusters Score -1700029 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -1700358.375000 Penalty: 969.112061
	Iteration 13Q: 3 clusters Score -1700358 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -1700681.125000 Penalty: 969.112061
	Iteration 14Q: 3 clusters Score -1700681 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -1701053.250000 Penalty: 969.112061
	Iteration 15Q: 3 clusters Score -1701053 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -1701426.000000 Penalty: 969.112061
	Iteration 16Q: 3 clusters Score -1701426 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -1701807.125000 Penalty: 969.112061
	Iteration 17Q: 3 clusters Score -1701807 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -1702156.750000 Penalty: 969.112061
	Iteration 18Q: 3 clusters Score -1702157 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -1702449.750000 Penalty: 969.112061
	Iteration 19Q: 3 clusters Score -1702450 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -1702739.250000 Penalty: 969.112061
	Iteration 20F: 3 clusters Score -1702739 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -1702972.250000 Penalty: 969.112061
	Iteration 21Q: 3 clusters Score -1702972 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -1703145.875000 Penalty: 969.112061
	Iteration 22Q: 3 clusters Score -1703146 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -1703286.125000 Penalty: 969.112061
	Iteration 23Q: 3 clusters Score -1703286 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -1703406.125000 Penalty: 969.112061
	Iteration 24Q: 3 clusters Score -1703406 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -1703508.250000 Penalty: 969.112061
	Iteration 25Q: 3 clusters Score -1703508 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -1703586.625000 Penalty: 969.112061
	Iteration 26Q: 3 clusters Score -1703587 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -1703653.250000 Penalty: 969.112061
	Iteration 27Q: 3 clusters Score -1703653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -1703704.750000 Penalty: 969.112061
	Iteration 28Q: 3 clusters Score -1703705 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -1703748.625000 Penalty: 969.112061
	Iteration 29Q: 3 clusters Score -1703749 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -1703791.250000 Penalty: 969.112061
	Iteration 30Q: 3 clusters Score -1703791 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -1703820.375000 Penalty: 969.112061
	Iteration 31Q: 3 clusters Score -1703820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -1703846.875000 Penalty: 969.112061
	Iteration 32Q: 3 clusters Score -1703847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -1703877.875000 Penalty: 969.112061
	Iteration 33Q: 3 clusters Score -1703878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -1703906.000000 Penalty: 969.112061
	Iteration 34Q: 3 clusters Score -1703906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -1703924.625000 Penalty: 969.112061
	Iteration 35Q: 3 clusters Score -1703925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -1703946.625000 Penalty: 969.112061
	Iteration 36Q: 3 clusters Score -1703947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -1703962.500000 Penalty: 969.112061
	Iteration 37Q: 3 clusters Score -1703962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -1703986.375000 Penalty: 969.112061
	Iteration 38Q: 3 clusters Score -1703986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -1704008.375000 Penalty: 969.112061
	Iteration 39Q: 3 clusters Score -1704008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -1704027.750000 Penalty: 969.112061
	Iteration 40F: 3 clusters Score -1704028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -1704045.250000 Penalty: 969.112061
	Iteration 41Q: 3 clusters Score -1704045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -1704057.875000 Penalty: 969.112061
	Iteration 42Q: 3 clusters Score -1704058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -1704064.000000 Penalty: 969.112061
	Iteration 43Q: 3 clusters Score -1704064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -1704071.000000 Penalty: 969.112061
	Iteration 44Q: 3 clusters Score -1704071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -1704079.500000 Penalty: 969.112061
	Iteration 45Q: 3 clusters Score -1704080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -1704082.125000 Penalty: 969.112061
	Iteration 46Q: 3 clusters Score -1704082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -1704083.250000 Penalty: 969.112061
	Iteration 47Q: 3 clusters Score -1704083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -1704090.625000 Penalty: 969.112061
	Iteration 48Q: 3 clusters Score -1704091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -1704093.750000 Penalty: 969.112061
	Iteration 49Q: 3 clusters Score -1704094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -1704095.375000 Penalty: 969.112061
	Iteration 50Q: 3 clusters Score -1704095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -1704098.125000 Penalty: 969.112061
	Iteration 51Q: 3 clusters Score -1704098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -1704103.250000 Penalty: 969.112061
	Iteration 52Q: 3 clusters Score -1704103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -1704101.875000 Penalty: 969.112061
	Iteration 53Q: 3 clusters Score -1704102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -1704103.750000 Penalty: 969.112061
	Iteration 54Q: 3 clusters Score -1704104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -1704105.375000 Penalty: 969.112061
	Iteration 55Q: 3 clusters Score -1704105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -1704106.375000 Penalty: 969.112061
	Iteration 56Q: 3 clusters Score -1704106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -1704106.500000 Penalty: 969.112061
	Iteration 57Q: 3 clusters Score -1704106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -1704108.000000 Penalty: 969.112061
	Iteration 58Q: 3 clusters Score -1704108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -1704109.875000 Penalty: 969.112061
	Iteration 59Q: 3 clusters Score -1704110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -1704111.000000 Penalty: 969.112061
	Iteration 60F: 3 clusters Score -1704111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -1704113.375000 Penalty: 969.112061
	Iteration 61Q: 3 clusters Score -1704113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -1704116.000000 Penalty: 969.112061
	Iteration 62Q: 3 clusters Score -1704116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -1704121.000000 Penalty: 969.112061
	Iteration 63Q: 3 clusters Score -1704121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -1704125.125000 Penalty: 969.112061
	Iteration 64Q: 3 clusters Score -1704125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -1704126.875000 Penalty: 969.112061
	Iteration 65Q: 3 clusters Score -1704127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -1704126.625000 Penalty: 969.112061
	Iteration 66Q: 3 clusters Score -1704127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -1704130.125000 Penalty: 969.112061
	Iteration 67Q: 3 clusters Score -1704130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -1704128.875000 Penalty: 969.112061
	Iteration 68Q: 3 clusters Score -1704129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -1704130.000000 Penalty: 969.112061
	Iteration 69Q: 3 clusters Score -1704130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -1704127.625000 Penalty: 969.112061
	Iteration 70Q: 3 clusters Score -1704128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -1704127.375000 Penalty: 969.112061
	Iteration 71Q: 3 clusters Score -1704127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -1704127.625000 Penalty: 969.112061
	Iteration 72Q: 3 clusters Score -1704128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -1704129.125000 Penalty: 969.112061
	Iteration 73Q: 3 clusters Score -1704129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -1704129.125000 Penalty: 969.112061
	Iteration 74F: 3 clusters Score -1704129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Entering Unmasked Estep 
Score: -813052.312500 Penalty: 443.833466
	Iteration 0F: 2 clusters Score -813052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -801611.250000 Penalty: 887.666931
	Iteration 0F: 3 clusters Score -801611.2 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -806632.937500 Penalty: 887.666931
	Iteration 1F: 3 clusters Score -806632.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -807177.250000 Penalty: 887.666931
	Iteration 2F: 3 clusters Score -807177.2 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -808042.562500 Penalty: 887.666931
	Iteration 3F: 3 clusters Score -808042.6 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -809101.000000 Penalty: 887.666931
	Iteration 4F: 3 clusters Score -809101 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -809900.812500 Penalty: 887.666931
	Iteration 5F: 3 clusters Score -809900.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -810295.687500 Penalty: 887.666931
	Iteration 6Q: 3 clusters Score -810295.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -810492.562500 Penalty: 887.666931
	Iteration 7Q: 3 clusters Score -810492.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -810654.125000 Penalty: 887.666931
	Iteration 8Q: 3 clusters Score -810654.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -810787.687500 Penalty: 887.666931
	Iteration 9Q: 3 clusters Score -810787.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -810904.500000 Penalty: 887.666931
	Iteration 10Q: 3 clusters Score -810904.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -810995.187500 Penalty: 887.666931
	Iteration 11Q: 3 clusters Score -810995.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -811071.437500 Penalty: 887.666931
	Iteration 12Q: 3 clusters Score -811071.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -811151.625000 Penalty: 887.666931
	Iteration 13Q: 3 clusters Score -811151.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -811228.687500 Penalty: 887.666931
	Iteration 14Q: 3 clusters Score -811228.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -811293.437500 Penalty: 887.666931
	Iteration 15Q: 3 clusters Score -811293.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -811355.250000 Penalty: 887.666931
	Iteration 16Q: 3 clusters Score -811355.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -811409.062500 Penalty: 887.666931
	Iteration 17Q: 3 clusters Score -811409.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -811475.750000 Penalty: 887.666931
	Iteration 18Q: 3 clusters Score -811475.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -811539.500000 Penalty: 887.666931
	Iteration 19Q: 3 clusters Score -811539.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -811591.687500 Penalty: 887.666931
	Iteration 20F: 3 clusters Score -811591.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -811642.062500 Penalty: 887.666931
	Iteration 21Q: 3 clusters Score -811642.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -811687.000000 Penalty: 887.666931
	Iteration 22Q: 3 clusters Score -811687 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -811722.125000 Penalty: 887.666931
	Iteration 23Q: 3 clusters Score -811722.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -811747.625000 Penalty: 887.666931
	Iteration 24Q: 3 clusters Score -811747.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -811757.750000 Penalty: 887.666931
	Iteration 25Q: 3 clusters Score -811757.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -811770.062500 Penalty: 887.666931
	Iteration 26Q: 3 clusters Score -811770.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -811778.187500 Penalty: 887.666931
	Iteration 27Q: 3 clusters Score -811778.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -811788.500000 Penalty: 887.666931
	Iteration 28Q: 3 clusters Score -811788.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -811792.187500 Penalty: 887.666931
	Iteration 29Q: 3 clusters Score -811792.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -811794.375000 Penalty: 887.666931
	Iteration 30Q: 3 clusters Score -811794.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -811797.937500 Penalty: 887.666931
	Iteration 31Q: 3 clusters Score -811797.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -811799.687500 Penalty: 887.666931
	Iteration 32Q: 3 clusters Score -811799.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -811798.437500 Penalty: 887.666931
	Iteration 33Q: 3 clusters Score -811798.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -811799.937500 Penalty: 887.666931
	Iteration 34Q: 3 clusters Score -811799.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -811801.500000 Penalty: 887.666931
	Iteration 35Q: 3 clusters Score -811801.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -811805.250000 Penalty: 887.666931
	Iteration 36Q: 3 clusters Score -811805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -811806.250000 Penalty: 887.666931
	Iteration 37Q: 3 clusters Score -811806.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -811808.375000 Penalty: 887.666931
	Iteration 38Q: 3 clusters Score -811808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -811808.500000 Penalty: 887.666931
	Iteration 39Q: 3 clusters Score -811808.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -811808.812500 Penalty: 887.666931
	Iteration 40F: 3 clusters Score -811808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -811806.750000 Penalty: 887.666931
	Iteration 41Q: 3 clusters Score -811806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -811807.687500 Penalty: 887.666931
	Iteration 42Q: 3 clusters Score -811807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -811807.312500 Penalty: 887.666931
	Iteration 43Q: 3 clusters Score -811807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -811807.812500 Penalty: 887.666931
	Iteration 44Q: 3 clusters Score -811807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -811811.875000 Penalty: 887.666931
	Iteration 45Q: 3 clusters Score -811811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -811810.562500 Penalty: 887.666931
	Iteration 46Q: 3 clusters Score -811810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -811812.187500 Penalty: 887.666931
	Iteration 47Q: 3 clusters Score -811812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -811811.562500 Penalty: 887.666931
	Iteration 48Q: 3 clusters Score -811811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -811811.062500 Penalty: 887.666931
	Iteration 49Q: 3 clusters Score -811811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -811813.187500 Penalty: 887.666931
	Iteration 50Q: 3 clusters Score -811813.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -811812.500000 Penalty: 887.666931
	Iteration 51Q: 3 clusters Score -811812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -811810.875000 Penalty: 887.666931
	Iteration 52Q: 3 clusters Score -811810.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -811814.500000 Penalty: 887.666931
	Iteration 53Q: 3 clusters Score -811814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -811815.500000 Penalty: 887.666931
	Iteration 54Q: 3 clusters Score -811815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -811815.875000 Penalty: 887.666931
	Iteration 55Q: 3 clusters Score -811815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -811815.937500 Penalty: 887.666931
	Iteration 56Q: 3 clusters Score -811815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -811816.687500 Penalty: 887.666931
	Iteration 57Q: 3 clusters Score -811816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -811819.937500 Penalty: 887.666931
	Iteration 58Q: 3 clusters Score -811819.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -811819.437500 Penalty: 887.666931
	Iteration 59Q: 3 clusters Score -811819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -811820.562500 Penalty: 887.666931
	Iteration 60F: 3 clusters Score -811820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -811822.062500 Penalty: 887.666931
	Iteration 61Q: 3 clusters Score -811822.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -811821.125000 Penalty: 887.666931
	Iteration 62Q: 3 clusters Score -811821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -811824.062500 Penalty: 887.666931
	Iteration 63Q: 3 clusters Score -811824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -811823.750000 Penalty: 887.666931
	Iteration 64Q: 3 clusters Score -811823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -811823.750000 Penalty: 887.666931
	Iteration 65Q: 3 clusters Score -811823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -811825.937500 Penalty: 887.666931
	Iteration 66Q: 3 clusters Score -811825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -811825.687500 Penalty: 887.666931
	Iteration 67Q: 3 clusters Score -811825.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -811826.562500 Penalty: 887.666931
	Iteration 68Q: 3 clusters Score -811826.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -811828.937500 Penalty: 887.666931
	Iteration 69Q: 3 clusters Score -811828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -811830.937500 Penalty: 887.666931
	Iteration 70Q: 3 clusters Score -811830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -811832.812500 Penalty: 887.666931
	Iteration 71Q: 3 clusters Score -811832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -811833.062500 Penalty: 887.666931
	Iteration 72Q: 3 clusters Score -811833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -811834.125000 Penalty: 887.666931
	Iteration 73Q: 3 clusters Score -811834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -811832.937500 Penalty: 887.666931
	Iteration 74Q: 3 clusters Score -811832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -811832.062500 Penalty: 887.666931
	Iteration 75Q: 3 clusters Score -811832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -811833.250000 Penalty: 887.666931
	Iteration 76Q: 3 clusters Score -811833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -811833.250000 Penalty: 887.666931
	Iteration 77F: 3 clusters Score -811833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (351303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351303 members 
Entering Unmasked Estep 
Score: -15506214.000000 Penalty: 581.007874
	Iteration 0F: 2 clusters Score -1.550621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176195 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -15278601.000000 Penalty: 1162.015747
	Iteration 0F: 3 clusters Score -1.52786e+07 nChanged 173490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220619 members 
Mstep: Class 2 contains 130684 members 
Entering Unmasked Estep 
Score: -15396956.000000 Penalty: 1162.015747
	Iteration 1F: 3 clusters Score -1.539696e+07 nChanged 25967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245286 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -15413597.000000 Penalty: 1162.015747
	Iteration 2F: 3 clusters Score -1.54136e+07 nChanged 31551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276215 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -15440696.000000 Penalty: 1162.015747
	Iteration 3F: 3 clusters Score -1.54407e+07 nChanged 31991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307942 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -15473009.000000 Penalty: 1162.015747
	Iteration 4F: 3 clusters Score -1.547301e+07 nChanged 24905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332779 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -15495079.000000 Penalty: 1162.015747
	Iteration 5F: 3 clusters Score -1.549508e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344703 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -15503453.000000 Penalty: 1162.015747
	Iteration 6Q: 3 clusters Score -1.550345e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348589 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15505910.000000 Penalty: 1162.015747
	Iteration 7Q: 3 clusters Score -1.550591e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15506642.000000 Penalty: 1162.015747
	Iteration 8Q: 3 clusters Score -1.550664e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349712 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15506980.000000 Penalty: 1162.015747
	Iteration 9Q: 3 clusters Score -1.550698e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349718 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15507198.000000 Penalty: 1162.015747
	Iteration 10Q: 3 clusters Score -1.55072e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349709 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15507273.000000 Penalty: 1162.015747
	Iteration 11Q: 3 clusters Score -1.550727e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349685 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15507352.000000 Penalty: 1162.015747
	Iteration 12Q: 3 clusters Score -1.550735e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349672 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15507360.000000 Penalty: 1162.015747
	Iteration 13Q: 3 clusters Score -1.550736e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349639 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 1162.015747
	Iteration 14Q: 3 clusters Score -1.55074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349617 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15507420.000000 Penalty: 1162.015747
	Iteration 15Q: 3 clusters Score -1.550742e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349594 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15507418.000000 Penalty: 1162.015747
	Iteration 16Q: 3 clusters Score -1.550742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349576 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15507421.000000 Penalty: 1162.015747
	Iteration 17Q: 3 clusters Score -1.550742e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15507444.000000 Penalty: 1162.015747
	Iteration 18Q: 3 clusters Score -1.550744e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349567 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15507443.000000 Penalty: 1162.015747
	Iteration 19Q: 3 clusters Score -1.550744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349565 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15507429.000000 Penalty: 1162.015747
	Iteration 20F: 3 clusters Score -1.550743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349563 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15507432.000000 Penalty: 1162.015747
	Iteration 21Q: 3 clusters Score -1.550743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349561 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15507450.000000 Penalty: 1162.015747
	Iteration 22Q: 3 clusters Score -1.550745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349559 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15507458.000000 Penalty: 1162.015747
	Iteration 23Q: 3 clusters Score -1.550746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349557 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -15507459.000000 Penalty: 1162.015747
	Iteration 24Q: 3 clusters Score -1.550746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349558 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -15507452.000000 Penalty: 1162.015747
	Iteration 25Q: 3 clusters Score -1.550745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349561 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15507455.000000 Penalty: 1162.015747
	Iteration 26Q: 3 clusters Score -1.550746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349567 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15507458.000000 Penalty: 1162.015747
	Iteration 27Q: 3 clusters Score -1.550746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349568 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15507451.000000 Penalty: 1162.015747
	Iteration 28Q: 3 clusters Score -1.550745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349571 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15507442.000000 Penalty: 1162.015747
	Iteration 29Q: 3 clusters Score -1.550744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15507450.000000 Penalty: 1162.015747
	Iteration 30Q: 3 clusters Score -1.550745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15507442.000000 Penalty: 1162.015747
	Iteration 31Q: 3 clusters Score -1.550744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349575 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15507444.000000 Penalty: 1162.015747
	Iteration 32Q: 3 clusters Score -1.550744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349575 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15507450.000000 Penalty: 1162.015747
	Iteration 33Q: 3 clusters Score -1.550745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349573 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15507450.000000 Penalty: 1162.015747
	Iteration 34Q: 3 clusters Score -1.550745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349575 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15507444.000000 Penalty: 1162.015747
	Iteration 35Q: 3 clusters Score -1.550744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349575 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15507444.000000 Penalty: 1162.015747
	Iteration 36F: 3 clusters Score -1.550744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 184035 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
Score: -46876980.000000 Penalty: 9503.934570
Splitting cluster 4 changes total score from -46875776.000000 to -46876980.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (116998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Entering Unmasked Estep 
Score: -5054948.500000 Penalty: 530.981018
	Iteration 0F: 2 clusters Score -5054948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -4975496.000000 Penalty: 1061.962036
	Iteration 0F: 3 clusters Score -4975496 nChanged 57444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -5011215.500000 Penalty: 1061.962036
	Iteration 1F: 3 clusters Score -5011216 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -5012701.500000 Penalty: 1061.962036
	Iteration 2Q: 3 clusters Score -5012702 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -5014900.500000 Penalty: 1061.962036
	Iteration 3Q: 3 clusters Score -5014900 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5018042.500000 Penalty: 1061.962036
	Iteration 4F: 3 clusters Score -5018042 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5022845.000000 Penalty: 1061.962036
	Iteration 5F: 3 clusters Score -5022845 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5029856.000000 Penalty: 1061.962036
	Iteration 6F: 3 clusters Score -5029856 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5037016.000000 Penalty: 1061.962036
	Iteration 7F: 3 clusters Score -5037016 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -5041347.000000 Penalty: 1061.962036
	Iteration 8Q: 3 clusters Score -5041347 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5043391.000000 Penalty: 1061.962036
	Iteration 9Q: 3 clusters Score -5043391 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5044924.500000 Penalty: 1061.962036
	Iteration 10Q: 3 clusters Score -5044924 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5046265.000000 Penalty: 1061.962036
	Iteration 11Q: 3 clusters Score -5046265 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5047457.500000 Penalty: 1061.962036
	Iteration 12Q: 3 clusters Score -5047458 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5048556.500000 Penalty: 1061.962036
	Iteration 13Q: 3 clusters Score -5048556 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5049599.500000 Penalty: 1061.962036
	Iteration 14Q: 3 clusters Score -5049600 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5050453.500000 Penalty: 1061.962036
	Iteration 15Q: 3 clusters Score -5050454 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5051216.500000 Penalty: 1061.962036
	Iteration 16Q: 3 clusters Score -5051216 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -5051802.500000 Penalty: 1061.962036
	Iteration 17Q: 3 clusters Score -5051802 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5052261.000000 Penalty: 1061.962036
	Iteration 18Q: 3 clusters Score -5052261 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5052698.500000 Penalty: 1061.962036
	Iteration 19Q: 3 clusters Score -5052698 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5053068.000000 Penalty: 1061.962036
	Iteration 20F: 3 clusters Score -5053068 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5053335.000000 Penalty: 1061.962036
	Iteration 21Q: 3 clusters Score -5053335 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5053589.000000 Penalty: 1061.962036
	Iteration 22Q: 3 clusters Score -5053589 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5053788.000000 Penalty: 1061.962036
	Iteration 23Q: 3 clusters Score -5053788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5053915.500000 Penalty: 1061.962036
	Iteration 24Q: 3 clusters Score -5053916 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5054035.500000 Penalty: 1061.962036
	Iteration 25Q: 3 clusters Score -5054036 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5054121.000000 Penalty: 1061.962036
	Iteration 26Q: 3 clusters Score -5054121 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5054194.000000 Penalty: 1061.962036
	Iteration 27Q: 3 clusters Score -5054194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5054243.500000 Penalty: 1061.962036
	Iteration 28Q: 3 clusters Score -5054244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5054294.500000 Penalty: 1061.962036
	Iteration 29Q: 3 clusters Score -5054294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5054324.000000 Penalty: 1061.962036
	Iteration 30Q: 3 clusters Score -5054324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5054343.500000 Penalty: 1061.962036
	Iteration 31Q: 3 clusters Score -5054344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5054373.000000 Penalty: 1061.962036
	Iteration 32Q: 3 clusters Score -5054373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5054374.000000 Penalty: 1061.962036
	Iteration 33Q: 3 clusters Score -5054374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5054391.000000 Penalty: 1061.962036
	Iteration 34Q: 3 clusters Score -5054391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5054411.500000 Penalty: 1061.962036
	Iteration 35Q: 3 clusters Score -5054412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5054431.500000 Penalty: 1061.962036
	Iteration 36Q: 3 clusters Score -5054432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5054433.500000 Penalty: 1061.962036
	Iteration 37Q: 3 clusters Score -5054434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5054448.500000 Penalty: 1061.962036
	Iteration 38Q: 3 clusters Score -5054448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5054450.000000 Penalty: 1061.962036
	Iteration 39Q: 3 clusters Score -5054450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5054458.500000 Penalty: 1061.962036
	Iteration 40F: 3 clusters Score -5054458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116467 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5054468.000000 Penalty: 1061.962036
	Iteration 41Q: 3 clusters Score -5054468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5054466.500000 Penalty: 1061.962036
	Iteration 42Q: 3 clusters Score -5054466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5054468.500000 Penalty: 1061.962036
	Iteration 43Q: 3 clusters Score -5054468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116489 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5054471.000000 Penalty: 1061.962036
	Iteration 44Q: 3 clusters Score -5054471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5054469.000000 Penalty: 1061.962036
	Iteration 45Q: 3 clusters Score -5054469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5054467.500000 Penalty: 1061.962036
	Iteration 46Q: 3 clusters Score -5054468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5054469.000000 Penalty: 1061.962036
	Iteration 47Q: 3 clusters Score -5054469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116502 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5054469.000000 Penalty: 1061.962036
	Iteration 48Q: 3 clusters Score -5054469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5054473.500000 Penalty: 1061.962036
	Iteration 49Q: 3 clusters Score -5054474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5054472.000000 Penalty: 1061.962036
	Iteration 50Q: 3 clusters Score -5054472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5054471.500000 Penalty: 1061.962036
	Iteration 51Q: 3 clusters Score -5054472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5054471.500000 Penalty: 1061.962036
	Iteration 52F: 3 clusters Score -5054472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -25584.753906 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -25584.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -24959.656250 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -24959.66 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -25490.156250 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -25490.16 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -25646.720703 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -25646.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25757.533203 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -25757.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -25903.509766 Penalty: 609.766541
	Iteration 4F: 3 clusters Score -25903.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -26019.593750 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -26019.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -26133.361328 Penalty: 609.766541
	Iteration 6F: 3 clusters Score -26133.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -26219.703125 Penalty: 609.766541
	Iteration 7F: 3 clusters Score -26219.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -26277.466797 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -26277.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26306.978516 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -26306.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -26308.851562 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -26308.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26309.091797 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -26309.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26309.091797 Penalty: 609.766541
	Iteration 12F: 3 clusters Score -26309.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 184035 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
Score: -46877400.000000 Penalty: 10137.530273
Splitting cluster 6 changes total score from -46875776.000000 to -46877400.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (184035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184035 members 
Entering Unmasked Estep 
Score: -7801457.500000 Penalty: 551.591064
	Iteration 0F: 2 clusters Score -7801458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -7676315.000000 Penalty: 1103.182129
	Iteration 0F: 3 clusters Score -7676315 nChanged 90870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -7733432.500000 Penalty: 1103.182129
	Iteration 1F: 3 clusters Score -7733432 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -7740064.500000 Penalty: 1103.182129
	Iteration 2F: 3 clusters Score -7740064 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 116475 members 
Entering Unmasked Estep 
Score: -7751524.500000 Penalty: 1103.182129
	Iteration 3F: 3 clusters Score -7751524 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -7766724.000000 Penalty: 1103.182129
	Iteration 4F: 3 clusters Score -7766724 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -7781522.000000 Penalty: 1103.182129
	Iteration 5F: 3 clusters Score -7781522 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -7791773.000000 Penalty: 1103.182129
	Iteration 6F: 3 clusters Score -7791773 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -7797416.500000 Penalty: 1103.182129
	Iteration 7Q: 3 clusters Score -7797416 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -7800822.500000 Penalty: 1103.182129
	Iteration 8Q: 3 clusters Score -7800822 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -7803024.000000 Penalty: 1103.182129
	Iteration 9Q: 3 clusters Score -7803024 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -7804324.000000 Penalty: 1103.182129
	Iteration 10Q: 3 clusters Score -7804324 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -7805137.000000 Penalty: 1103.182129
	Iteration 11Q: 3 clusters Score -7805137 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -7805607.500000 Penalty: 1103.182129
	Iteration 12Q: 3 clusters Score -7805608 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -7805870.500000 Penalty: 1103.182129
	Iteration 13Q: 3 clusters Score -7805870 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -7806088.500000 Penalty: 1103.182129
	Iteration 14Q: 3 clusters Score -7806088 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -7806206.500000 Penalty: 1103.182129
	Iteration 15Q: 3 clusters Score -7806206 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -7806338.000000 Penalty: 1103.182129
	Iteration 16Q: 3 clusters Score -7806338 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 165102 members 
Entering Unmasked Estep 
Score: -7806398.500000 Penalty: 1103.182129
	Iteration 17Q: 3 clusters Score -7806398 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 165612 members 
Entering Unmasked Estep 
Score: -7806510.500000 Penalty: 1103.182129
	Iteration 18Q: 3 clusters Score -7806510 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -7806571.500000 Penalty: 1103.182129
	Iteration 19Q: 3 clusters Score -7806572 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 166494 members 
Entering Unmasked Estep 
Score: -7806614.500000 Penalty: 1103.182129
	Iteration 20F: 3 clusters Score -7806614 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 166924 members 
Entering Unmasked Estep 
Score: -7806630.500000 Penalty: 1103.182129
	Iteration 21Q: 3 clusters Score -7806630 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -7806658.000000 Penalty: 1103.182129
	Iteration 22Q: 3 clusters Score -7806658 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -7806703.000000 Penalty: 1103.182129
	Iteration 23Q: 3 clusters Score -7806703 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -7806719.500000 Penalty: 1103.182129
	Iteration 24Q: 3 clusters Score -7806720 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -7806737.500000 Penalty: 1103.182129
	Iteration 25Q: 3 clusters Score -7806738 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 168571 members 
Entering Unmasked Estep 
Score: -7806759.000000 Penalty: 1103.182129
	Iteration 26Q: 3 clusters Score -7806759 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 168834 members 
Entering Unmasked Estep 
Score: -7806788.500000 Penalty: 1103.182129
	Iteration 27Q: 3 clusters Score -7806788 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -7806793.500000 Penalty: 1103.182129
	Iteration 28Q: 3 clusters Score -7806794 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 169331 members 
Entering Unmasked Estep 
Score: -7806787.000000 Penalty: 1103.182129
	Iteration 29Q: 3 clusters Score -7806787 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -7806791.000000 Penalty: 1103.182129
	Iteration 30Q: 3 clusters Score -7806791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -7806784.000000 Penalty: 1103.182129
	Iteration 31Q: 3 clusters Score -7806784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 169963 members 
Entering Unmasked Estep 
Score: -7806795.500000 Penalty: 1103.182129
	Iteration 32Q: 3 clusters Score -7806796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -7806808.500000 Penalty: 1103.182129
	Iteration 33Q: 3 clusters Score -7806808 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 170329 members 
Entering Unmasked Estep 
Score: -7806809.500000 Penalty: 1103.182129
	Iteration 34Q: 3 clusters Score -7806810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 170477 members 
Entering Unmasked Estep 
Score: -7806800.500000 Penalty: 1103.182129
	Iteration 35Q: 3 clusters Score -7806800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -7806812.000000 Penalty: 1103.182129
	Iteration 36Q: 3 clusters Score -7806812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 170765 members 
Entering Unmasked Estep 
Score: -7806798.500000 Penalty: 1103.182129
	Iteration 37Q: 3 clusters Score -7806798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 170893 members 
Entering Unmasked Estep 
Score: -7806801.500000 Penalty: 1103.182129
	Iteration 38Q: 3 clusters Score -7806802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -7806818.500000 Penalty: 1103.182129
	Iteration 39Q: 3 clusters Score -7806818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -7806835.000000 Penalty: 1103.182129
	Iteration 40F: 3 clusters Score -7806835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -7806835.000000 Penalty: 1103.182129
	Iteration 41Q: 3 clusters Score -7806835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -7806833.500000 Penalty: 1103.182129
	Iteration 42Q: 3 clusters Score -7806834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -7806830.500000 Penalty: 1103.182129
	Iteration 43Q: 3 clusters Score -7806830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -7806836.000000 Penalty: 1103.182129
	Iteration 44Q: 3 clusters Score -7806836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -7806854.500000 Penalty: 1103.182129
	Iteration 45Q: 3 clusters Score -7806854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -7806857.000000 Penalty: 1103.182129
	Iteration 46Q: 3 clusters Score -7806857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -7806867.000000 Penalty: 1103.182129
	Iteration 47Q: 3 clusters Score -7806867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -7806865.500000 Penalty: 1103.182129
	Iteration 48Q: 3 clusters Score -7806866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -7806878.000000 Penalty: 1103.182129
	Iteration 49Q: 3 clusters Score -7806878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -7806874.000000 Penalty: 1103.182129
	Iteration 50Q: 3 clusters Score -7806874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -7806861.500000 Penalty: 1103.182129
	Iteration 51Q: 3 clusters Score -7806862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -7806861.000000 Penalty: 1103.182129
	Iteration 52Q: 3 clusters Score -7806861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 171796 members 
Entering Unmasked Estep 
Score: -7806857.500000 Penalty: 1103.182129
	Iteration 53Q: 3 clusters Score -7806858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -7806857.500000 Penalty: 1103.182129
	Iteration 54Q: 3 clusters Score -7806858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -7806858.000000 Penalty: 1103.182129
	Iteration 55Q: 3 clusters Score -7806858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -7806853.000000 Penalty: 1103.182129
	Iteration 56Q: 3 clusters Score -7806853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -7806862.000000 Penalty: 1103.182129
	Iteration 57Q: 3 clusters Score -7806862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -7806864.000000 Penalty: 1103.182129
	Iteration 58Q: 3 clusters Score -7806864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -7806873.000000 Penalty: 1103.182129
	Iteration 59Q: 3 clusters Score -7806873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 171960 members 
Entering Unmasked Estep 
Score: -7806868.500000 Penalty: 1103.182129
	Iteration 60F: 3 clusters Score -7806868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -7806868.000000 Penalty: 1103.182129
	Iteration 61Q: 3 clusters Score -7806868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -7806864.500000 Penalty: 1103.182129
	Iteration 62Q: 3 clusters Score -7806864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 171983 members 
Entering Unmasked Estep 
Score: -7806861.000000 Penalty: 1103.182129
	Iteration 63Q: 3 clusters Score -7806861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 171989 members 
Entering Unmasked Estep 
Score: -7806859.500000 Penalty: 1103.182129
	Iteration 64Q: 3 clusters Score -7806860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -7806858.000000 Penalty: 1103.182129
	Iteration 65Q: 3 clusters Score -7806858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -7806864.500000 Penalty: 1103.182129
	Iteration 66Q: 3 clusters Score -7806864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -7806866.500000 Penalty: 1103.182129
	Iteration 67Q: 3 clusters Score -7806866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -7806866.000000 Penalty: 1103.182129
	Iteration 68Q: 3 clusters Score -7806866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -7806868.000000 Penalty: 1103.182129
	Iteration 69Q: 3 clusters Score -7806868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -7806869.500000 Penalty: 1103.182129
	Iteration 70Q: 3 clusters Score -7806870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -7806862.500000 Penalty: 1103.182129
	Iteration 71Q: 3 clusters Score -7806862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -7806862.500000 Penalty: 1103.182129
	Iteration 72F: 3 clusters Score -7806862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 12005 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 172030 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
Score: -46882500.000000 Penalty: 10771.125977
Splitting cluster 7 changes total score from -46875776.000000 to -46882500.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (18808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Entering Unmasked Estep 
Score: -857190.687500 Penalty: 447.812683
	Iteration 0F: 2 clusters Score -857190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -844757.875000 Penalty: 895.625366
	Iteration 0F: 3 clusters Score -844757.9 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -849971.687500 Penalty: 895.625366
	Iteration 1F: 3 clusters Score -849971.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -850212.562500 Penalty: 895.625366
	Iteration 2Q: 3 clusters Score -850212.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -850587.000000 Penalty: 895.625366
	Iteration 3Q: 3 clusters Score -850587 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -851163.812500 Penalty: 895.625366
	Iteration 4F: 3 clusters Score -851163.8 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -852055.312500 Penalty: 895.625366
	Iteration 5F: 3 clusters Score -852055.3 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -853359.250000 Penalty: 895.625366
	Iteration 6F: 3 clusters Score -853359.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -854595.062500 Penalty: 895.625366
	Iteration 7F: 3 clusters Score -854595.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -855254.562500 Penalty: 895.625366
	Iteration 8F: 3 clusters Score -855254.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -855562.187500 Penalty: 895.625366
	Iteration 9Q: 3 clusters Score -855562.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -855746.250000 Penalty: 895.625366
	Iteration 10Q: 3 clusters Score -855746.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -855922.875000 Penalty: 895.625366
	Iteration 11Q: 3 clusters Score -855922.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -856073.812500 Penalty: 895.625366
	Iteration 12Q: 3 clusters Score -856073.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -856184.500000 Penalty: 895.625366
	Iteration 13Q: 3 clusters Score -856184.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -856254.187500 Penalty: 895.625366
	Iteration 14Q: 3 clusters Score -856254.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -856291.375000 Penalty: 895.625366
	Iteration 15Q: 3 clusters Score -856291.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -856324.187500 Penalty: 895.625366
	Iteration 16Q: 3 clusters Score -856324.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -856355.437500 Penalty: 895.625366
	Iteration 17Q: 3 clusters Score -856355.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -856376.812500 Penalty: 895.625366
	Iteration 18Q: 3 clusters Score -856376.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -856395.437500 Penalty: 895.625366
	Iteration 19Q: 3 clusters Score -856395.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -856412.937500 Penalty: 895.625366
	Iteration 20F: 3 clusters Score -856412.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -856427.000000 Penalty: 895.625366
	Iteration 21Q: 3 clusters Score -856427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -856436.812500 Penalty: 895.625366
	Iteration 22Q: 3 clusters Score -856436.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -856442.500000 Penalty: 895.625366
	Iteration 23Q: 3 clusters Score -856442.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -856450.937500 Penalty: 895.625366
	Iteration 24Q: 3 clusters Score -856450.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -856457.875000 Penalty: 895.625366
	Iteration 25Q: 3 clusters Score -856457.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -856465.750000 Penalty: 895.625366
	Iteration 26Q: 3 clusters Score -856465.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -856467.062500 Penalty: 895.625366
	Iteration 27Q: 3 clusters Score -856467.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -856480.000000 Penalty: 895.625366
	Iteration 28Q: 3 clusters Score -856480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -856482.750000 Penalty: 895.625366
	Iteration 29Q: 3 clusters Score -856482.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -856485.687500 Penalty: 895.625366
	Iteration 30Q: 3 clusters Score -856485.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -856492.250000 Penalty: 895.625366
	Iteration 31Q: 3 clusters Score -856492.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -856492.687500 Penalty: 895.625366
	Iteration 32Q: 3 clusters Score -856492.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -856499.062500 Penalty: 895.625366
	Iteration 33Q: 3 clusters Score -856499.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -856503.750000 Penalty: 895.625366
	Iteration 34Q: 3 clusters Score -856503.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -856506.625000 Penalty: 895.625366
	Iteration 35Q: 3 clusters Score -856506.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -856508.437500 Penalty: 895.625366
	Iteration 36Q: 3 clusters Score -856508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -856513.125000 Penalty: 895.625366
	Iteration 37Q: 3 clusters Score -856513.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -856519.000000 Penalty: 895.625366
	Iteration 38Q: 3 clusters Score -856519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -856525.312500 Penalty: 895.625366
	Iteration 39Q: 3 clusters Score -856525.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -856528.875000 Penalty: 895.625366
	Iteration 40F: 3 clusters Score -856528.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -856530.875000 Penalty: 895.625366
	Iteration 41Q: 3 clusters Score -856530.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -856537.937500 Penalty: 895.625366
	Iteration 42Q: 3 clusters Score -856537.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -856539.562500 Penalty: 895.625366
	Iteration 43Q: 3 clusters Score -856539.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -856541.125000 Penalty: 895.625366
	Iteration 44Q: 3 clusters Score -856541.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -856545.562500 Penalty: 895.625366
	Iteration 45Q: 3 clusters Score -856545.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -856550.687500 Penalty: 895.625366
	Iteration 46Q: 3 clusters Score -856550.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -856557.625000 Penalty: 895.625366
	Iteration 47Q: 3 clusters Score -856557.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -856560.875000 Penalty: 895.625366
	Iteration 48Q: 3 clusters Score -856560.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -856568.812500 Penalty: 895.625366
	Iteration 49Q: 3 clusters Score -856568.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -856579.937500 Penalty: 895.625366
	Iteration 50Q: 3 clusters Score -856579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -856586.812500 Penalty: 895.625366
	Iteration 51Q: 3 clusters Score -856586.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -856598.437500 Penalty: 895.625366
	Iteration 52Q: 3 clusters Score -856598.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -856607.187500 Penalty: 895.625366
	Iteration 53Q: 3 clusters Score -856607.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -856615.500000 Penalty: 895.625366
	Iteration 54Q: 3 clusters Score -856615.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -856619.937500 Penalty: 895.625366
	Iteration 55Q: 3 clusters Score -856619.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -856628.562500 Penalty: 895.625366
	Iteration 56Q: 3 clusters Score -856628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -856632.562500 Penalty: 895.625366
	Iteration 57Q: 3 clusters Score -856632.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -856635.875000 Penalty: 895.625366
	Iteration 58Q: 3 clusters Score -856635.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -856636.625000 Penalty: 895.625366
	Iteration 59Q: 3 clusters Score -856636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -856638.437500 Penalty: 895.625366
	Iteration 60F: 3 clusters Score -856638.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -856641.062500 Penalty: 895.625366
	Iteration 61Q: 3 clusters Score -856641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -856643.437500 Penalty: 895.625366
	Iteration 62Q: 3 clusters Score -856643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -856646.750000 Penalty: 895.625366
	Iteration 63Q: 3 clusters Score -856646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -856645.187500 Penalty: 895.625366
	Iteration 64Q: 3 clusters Score -856645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -856645.687500 Penalty: 895.625366
	Iteration 65Q: 3 clusters Score -856645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -856643.625000 Penalty: 895.625366
	Iteration 66Q: 3 clusters Score -856643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -856644.312500 Penalty: 895.625366
	Iteration 67Q: 3 clusters Score -856644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -856644.250000 Penalty: 895.625366
	Iteration 68Q: 3 clusters Score -856644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -856643.937500 Penalty: 895.625366
	Iteration 69Q: 3 clusters Score -856643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -856642.687500 Penalty: 895.625366
	Iteration 70Q: 3 clusters Score -856642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -856643.937500 Penalty: 895.625366
	Iteration 71Q: 3 clusters Score -856643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -856643.687500 Penalty: 895.625366
	Iteration 72Q: 3 clusters Score -856643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -856643.687500 Penalty: 895.625366
	Iteration 73F: 3 clusters Score -856643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (312884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312884 members 
Entering Unmasked Estep 
Score: -13941609.000000 Penalty: 575.738220
	Iteration 0F: 2 clusters Score -1.394161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -13736838.000000 Penalty: 1151.476440
	Iteration 0F: 3 clusters Score -1.373684e+07 nChanged 154353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -13840527.000000 Penalty: 1151.476440
	Iteration 1F: 3 clusters Score -1.384053e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -13853819.000000 Penalty: 1151.476440
	Iteration 2F: 3 clusters Score -1.385382e+07 nChanged 22484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187288 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -13875315.000000 Penalty: 1151.476440
	Iteration 3F: 3 clusters Score -1.387532e+07 nChanged 23445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195457 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -13898996.000000 Penalty: 1151.476440
	Iteration 4F: 3 clusters Score -1.3899e+07 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200584 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -13912749.000000 Penalty: 1151.476440
	Iteration 5F: 3 clusters Score -1.391275e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204393 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -13919062.000000 Penalty: 1151.476440
	Iteration 6Q: 3 clusters Score -1.391906e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207678 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -13923763.000000 Penalty: 1151.476440
	Iteration 7Q: 3 clusters Score -1.392376e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -13928331.000000 Penalty: 1151.476440
	Iteration 8Q: 3 clusters Score -1.392833e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213117 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -13931993.000000 Penalty: 1151.476440
	Iteration 9Q: 3 clusters Score -1.393199e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -13935132.000000 Penalty: 1151.476440
	Iteration 10Q: 3 clusters Score -1.393513e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216928 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -13937239.000000 Penalty: 1151.476440
	Iteration 11Q: 3 clusters Score -1.393724e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218441 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -13938968.000000 Penalty: 1151.476440
	Iteration 12Q: 3 clusters Score -1.393897e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219803 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -13940130.000000 Penalty: 1151.476440
	Iteration 13Q: 3 clusters Score -1.394013e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221118 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -13940967.000000 Penalty: 1151.476440
	Iteration 14Q: 3 clusters Score -1.394097e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222369 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -13941484.000000 Penalty: 1151.476440
	Iteration 15Q: 3 clusters Score -1.394148e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223635 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -13941964.000000 Penalty: 1151.476440
	Iteration 16Q: 3 clusters Score -1.394196e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224827 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -13942132.000000 Penalty: 1151.476440
	Iteration 17Q: 3 clusters Score -1.394213e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -13942322.000000 Penalty: 1151.476440
	Iteration 18Q: 3 clusters Score -1.394232e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227248 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -13942560.000000 Penalty: 1151.476440
	Iteration 19Q: 3 clusters Score -1.394256e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228467 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -13942681.000000 Penalty: 1151.476440
	Iteration 20F: 3 clusters Score -1.394268e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229734 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -13942924.000000 Penalty: 1151.476440
	Iteration 21Q: 3 clusters Score -1.394292e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231049 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -13943021.000000 Penalty: 1151.476440
	Iteration 22Q: 3 clusters Score -1.394302e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232285 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -13943129.000000 Penalty: 1151.476440
	Iteration 23Q: 3 clusters Score -1.394313e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233580 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -13943201.000000 Penalty: 1151.476440
	Iteration 24Q: 3 clusters Score -1.39432e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234823 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -13943242.000000 Penalty: 1151.476440
	Iteration 25Q: 3 clusters Score -1.394324e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236038 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -13943371.000000 Penalty: 1151.476440
	Iteration 26Q: 3 clusters Score -1.394337e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237243 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -13943366.000000 Penalty: 1151.476440
	Iteration 27Q: 3 clusters Score -1.394337e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238475 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -13943487.000000 Penalty: 1151.476440
	Iteration 28Q: 3 clusters Score -1.394349e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239673 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -13943519.000000 Penalty: 1151.476440
	Iteration 29Q: 3 clusters Score -1.394352e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240824 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -13943512.000000 Penalty: 1151.476440
	Iteration 30Q: 3 clusters Score -1.394351e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242011 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -13943556.000000 Penalty: 1151.476440
	Iteration 31Q: 3 clusters Score -1.394356e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243154 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -13943653.000000 Penalty: 1151.476440
	Iteration 32Q: 3 clusters Score -1.394365e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244321 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -13943682.000000 Penalty: 1151.476440
	Iteration 33Q: 3 clusters Score -1.394368e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245471 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -13943730.000000 Penalty: 1151.476440
	Iteration 34Q: 3 clusters Score -1.394373e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246618 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -13943817.000000 Penalty: 1151.476440
	Iteration 35Q: 3 clusters Score -1.394382e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247777 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -13943850.000000 Penalty: 1151.476440
	Iteration 36Q: 3 clusters Score -1.394385e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248916 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -13943890.000000 Penalty: 1151.476440
	Iteration 37Q: 3 clusters Score -1.394389e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249951 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -13943934.000000 Penalty: 1151.476440
	Iteration 38Q: 3 clusters Score -1.394393e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251043 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -13943928.000000 Penalty: 1151.476440
	Iteration 39Q: 3 clusters Score -1.394393e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252105 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -13944048.000000 Penalty: 1151.476440
	Iteration 40F: 3 clusters Score -1.394405e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253159 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -13944047.000000 Penalty: 1151.476440
	Iteration 41Q: 3 clusters Score -1.394405e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254182 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -13944147.000000 Penalty: 1151.476440
	Iteration 42Q: 3 clusters Score -1.394415e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255225 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -13944158.000000 Penalty: 1151.476440
	Iteration 43Q: 3 clusters Score -1.394416e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256274 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -13944248.000000 Penalty: 1151.476440
	Iteration 44Q: 3 clusters Score -1.394425e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257311 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -13944331.000000 Penalty: 1151.476440
	Iteration 45Q: 3 clusters Score -1.394433e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258302 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -13944366.000000 Penalty: 1151.476440
	Iteration 46Q: 3 clusters Score -1.394437e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259313 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -13944519.000000 Penalty: 1151.476440
	Iteration 47Q: 3 clusters Score -1.394452e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260304 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -13944553.000000 Penalty: 1151.476440
	Iteration 48Q: 3 clusters Score -1.394455e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261294 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -13944595.000000 Penalty: 1151.476440
	Iteration 49Q: 3 clusters Score -1.39446e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262273 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -13944662.000000 Penalty: 1151.476440
	Iteration 50Q: 3 clusters Score -1.394466e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263268 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -13944677.000000 Penalty: 1151.476440
	Iteration 51Q: 3 clusters Score -1.394468e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264228 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -13944728.000000 Penalty: 1151.476440
	Iteration 52Q: 3 clusters Score -1.394473e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265194 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -13944804.000000 Penalty: 1151.476440
	Iteration 53Q: 3 clusters Score -1.39448e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266156 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -13944787.000000 Penalty: 1151.476440
	Iteration 54Q: 3 clusters Score -1.394479e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267093 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -13944864.000000 Penalty: 1151.476440
	Iteration 55Q: 3 clusters Score -1.394486e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268046 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -13944874.000000 Penalty: 1151.476440
	Iteration 56Q: 3 clusters Score -1.394487e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269002 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -13944953.000000 Penalty: 1151.476440
	Iteration 57Q: 3 clusters Score -1.394495e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269921 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -13945004.000000 Penalty: 1151.476440
	Iteration 58Q: 3 clusters Score -1.3945e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270832 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -13945008.000000 Penalty: 1151.476440
	Iteration 59Q: 3 clusters Score -1.394501e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271742 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -13945053.000000 Penalty: 1151.476440
	Iteration 60F: 3 clusters Score -1.394505e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272611 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -13945099.000000 Penalty: 1151.476440
	Iteration 61Q: 3 clusters Score -1.39451e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273427 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -13945150.000000 Penalty: 1151.476440
	Iteration 62Q: 3 clusters Score -1.394515e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274259 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -13945185.000000 Penalty: 1151.476440
	Iteration 63Q: 3 clusters Score -1.394518e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275096 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -13945211.000000 Penalty: 1151.476440
	Iteration 64Q: 3 clusters Score -1.394521e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275892 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -13945278.000000 Penalty: 1151.476440
	Iteration 65Q: 3 clusters Score -1.394528e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276642 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -13945274.000000 Penalty: 1151.476440
	Iteration 66Q: 3 clusters Score -1.394527e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277356 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -13945296.000000 Penalty: 1151.476440
	Iteration 67Q: 3 clusters Score -1.39453e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278065 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -13945310.000000 Penalty: 1151.476440
	Iteration 68Q: 3 clusters Score -1.394531e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278717 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -13945397.000000 Penalty: 1151.476440
	Iteration 69Q: 3 clusters Score -1.39454e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279381 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -13945405.000000 Penalty: 1151.476440
	Iteration 70Q: 3 clusters Score -1.39454e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280012 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -13945461.000000 Penalty: 1151.476440
	Iteration 71Q: 3 clusters Score -1.394546e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280584 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -13945477.000000 Penalty: 1151.476440
	Iteration 72Q: 3 clusters Score -1.394548e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281200 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -13945519.000000 Penalty: 1151.476440
	Iteration 73Q: 3 clusters Score -1.394552e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281820 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -13945555.000000 Penalty: 1151.476440
	Iteration 74Q: 3 clusters Score -1.394556e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282444 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -13945510.000000 Penalty: 1151.476440
	Iteration 75Q: 3 clusters Score -1.394551e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283027 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -13945482.000000 Penalty: 1151.476440
	Iteration 76Q: 3 clusters Score -1.394548e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283630 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -13945447.000000 Penalty: 1151.476440
	Iteration 77Q: 3 clusters Score -1.394545e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284250 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -13945380.000000 Penalty: 1151.476440
	Iteration 78Q: 3 clusters Score -1.394538e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284810 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -13945385.000000 Penalty: 1151.476440
	Iteration 79Q: 3 clusters Score -1.394538e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285353 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -13945313.000000 Penalty: 1151.476440
	Iteration 80F: 3 clusters Score -1.394531e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285878 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -13945337.000000 Penalty: 1151.476440
	Iteration 81Q: 3 clusters Score -1.394534e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286402 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -13945273.000000 Penalty: 1151.476440
	Iteration 82Q: 3 clusters Score -1.394527e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286927 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -13945219.000000 Penalty: 1151.476440
	Iteration 83Q: 3 clusters Score -1.394522e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287424 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -13945220.000000 Penalty: 1151.476440
	Iteration 84Q: 3 clusters Score -1.394522e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287917 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -13945155.000000 Penalty: 1151.476440
	Iteration 85Q: 3 clusters Score -1.394516e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288386 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -13945123.000000 Penalty: 1151.476440
	Iteration 86Q: 3 clusters Score -1.394512e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288863 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -13945094.000000 Penalty: 1151.476440
	Iteration 87Q: 3 clusters Score -1.394509e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289360 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -13945067.000000 Penalty: 1151.476440
	Iteration 88Q: 3 clusters Score -1.394507e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289877 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -13945047.000000 Penalty: 1151.476440
	Iteration 89Q: 3 clusters Score -1.394505e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290394 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -13944965.000000 Penalty: 1151.476440
	Iteration 90Q: 3 clusters Score -1.394496e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290867 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -13944819.000000 Penalty: 1151.476440
	Iteration 91Q: 3 clusters Score -1.394482e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291314 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -13944763.000000 Penalty: 1151.476440
	Iteration 92Q: 3 clusters Score -1.394476e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291740 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -13944703.000000 Penalty: 1151.476440
	Iteration 93Q: 3 clusters Score -1.39447e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292154 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -13944655.000000 Penalty: 1151.476440
	Iteration 94Q: 3 clusters Score -1.394466e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292607 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -13944589.000000 Penalty: 1151.476440
	Iteration 95Q: 3 clusters Score -1.394459e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293038 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -13944475.000000 Penalty: 1151.476440
	Iteration 96Q: 3 clusters Score -1.394448e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293493 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -13944456.000000 Penalty: 1151.476440
	Iteration 97Q: 3 clusters Score -1.394446e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293939 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -13944404.000000 Penalty: 1151.476440
	Iteration 98Q: 3 clusters Score -1.39444e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294368 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -13944296.000000 Penalty: 1151.476440
	Iteration 99Q: 3 clusters Score -1.39443e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294773 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -13944276.000000 Penalty: 1151.476440
	Iteration 100F: 3 clusters Score -1.394428e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295160 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -13944234.000000 Penalty: 1151.476440
	Iteration 101Q: 3 clusters Score -1.394423e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295558 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -13944171.000000 Penalty: 1151.476440
	Iteration 102Q: 3 clusters Score -1.394417e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295966 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -13944099.000000 Penalty: 1151.476440
	Iteration 103Q: 3 clusters Score -1.39441e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296378 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -13944040.000000 Penalty: 1151.476440
	Iteration 104Q: 3 clusters Score -1.394404e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296757 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -13943979.000000 Penalty: 1151.476440
	Iteration 105Q: 3 clusters Score -1.394398e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297144 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -13943947.000000 Penalty: 1151.476440
	Iteration 106Q: 3 clusters Score -1.394395e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297538 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -13943866.000000 Penalty: 1151.476440
	Iteration 107Q: 3 clusters Score -1.394387e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297948 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -13943796.000000 Penalty: 1151.476440
	Iteration 108Q: 3 clusters Score -1.39438e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298332 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -13943737.000000 Penalty: 1151.476440
	Iteration 109Q: 3 clusters Score -1.394374e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298698 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -13943677.000000 Penalty: 1151.476440
	Iteration 110Q: 3 clusters Score -1.394368e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299047 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -13943641.000000 Penalty: 1151.476440
	Iteration 111Q: 3 clusters Score -1.394364e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299393 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -13943538.000000 Penalty: 1151.476440
	Iteration 112Q: 3 clusters Score -1.394354e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299759 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -13943454.000000 Penalty: 1151.476440
	Iteration 113Q: 3 clusters Score -1.394345e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300134 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -13943372.000000 Penalty: 1151.476440
	Iteration 114Q: 3 clusters Score -1.394337e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300473 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -13943314.000000 Penalty: 1151.476440
	Iteration 115Q: 3 clusters Score -1.394331e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300827 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -13943225.000000 Penalty: 1151.476440
	Iteration 116Q: 3 clusters Score -1.394322e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301159 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -13943171.000000 Penalty: 1151.476440
	Iteration 117Q: 3 clusters Score -1.394317e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301466 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -13943087.000000 Penalty: 1151.476440
	Iteration 118Q: 3 clusters Score -1.394309e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301774 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -13943054.000000 Penalty: 1151.476440
	Iteration 119Q: 3 clusters Score -1.394305e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302069 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -13942987.000000 Penalty: 1151.476440
	Iteration 120F: 3 clusters Score -1.394299e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302381 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -13942956.000000 Penalty: 1151.476440
	Iteration 121Q: 3 clusters Score -1.394296e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302707 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -13942897.000000 Penalty: 1151.476440
	Iteration 122Q: 3 clusters Score -1.39429e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303035 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -13942890.000000 Penalty: 1151.476440
	Iteration 123Q: 3 clusters Score -1.394289e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303390 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -13942886.000000 Penalty: 1151.476440
	Iteration 124Q: 3 clusters Score -1.394289e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303749 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -13942853.000000 Penalty: 1151.476440
	Iteration 125Q: 3 clusters Score -1.394285e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304122 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -13942800.000000 Penalty: 1151.476440
	Iteration 126Q: 3 clusters Score -1.39428e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304492 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -13942737.000000 Penalty: 1151.476440
	Iteration 127Q: 3 clusters Score -1.394274e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304832 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -13942641.000000 Penalty: 1151.476440
	Iteration 128Q: 3 clusters Score -1.394264e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305140 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -13942620.000000 Penalty: 1151.476440
	Iteration 129Q: 3 clusters Score -1.394262e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305445 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -13942571.000000 Penalty: 1151.476440
	Iteration 130Q: 3 clusters Score -1.394257e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305753 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -13942518.000000 Penalty: 1151.476440
	Iteration 131Q: 3 clusters Score -1.394252e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306061 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -13942507.000000 Penalty: 1151.476440
	Iteration 132Q: 3 clusters Score -1.394251e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306373 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -13942454.000000 Penalty: 1151.476440
	Iteration 133Q: 3 clusters Score -1.394245e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306640 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -13942428.000000 Penalty: 1151.476440
	Iteration 134Q: 3 clusters Score -1.394243e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306903 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -13942398.000000 Penalty: 1151.476440
	Iteration 135Q: 3 clusters Score -1.39424e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307202 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -13942377.000000 Penalty: 1151.476440
	Iteration 136Q: 3 clusters Score -1.394238e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307473 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -13942317.000000 Penalty: 1151.476440
	Iteration 137Q: 3 clusters Score -1.394232e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307748 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -13942272.000000 Penalty: 1151.476440
	Iteration 138Q: 3 clusters Score -1.394227e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308013 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -13942239.000000 Penalty: 1151.476440
	Iteration 139Q: 3 clusters Score -1.394224e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308267 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -13942155.000000 Penalty: 1151.476440
	Iteration 140F: 3 clusters Score -1.394216e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308464 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -13942129.000000 Penalty: 1151.476440
	Iteration 141Q: 3 clusters Score -1.394213e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308652 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -13942118.000000 Penalty: 1151.476440
	Iteration 142Q: 3 clusters Score -1.394212e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308812 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -13942078.000000 Penalty: 1151.476440
	Iteration 143Q: 3 clusters Score -1.394208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308964 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -13942085.000000 Penalty: 1151.476440
	Iteration 144Q: 3 clusters Score -1.394208e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309123 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -13942077.000000 Penalty: 1151.476440
	Iteration 145Q: 3 clusters Score -1.394208e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309259 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13942063.000000 Penalty: 1151.476440
	Iteration 146Q: 3 clusters Score -1.394206e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309401 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13942038.000000 Penalty: 1151.476440
	Iteration 147Q: 3 clusters Score -1.394204e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309557 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13942020.000000 Penalty: 1151.476440
	Iteration 148Q: 3 clusters Score -1.394202e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309693 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -13942014.000000 Penalty: 1151.476440
	Iteration 149Q: 3 clusters Score -1.394201e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309837 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13942014.000000 Penalty: 1151.476440
	Iteration 150Q: 3 clusters Score -1.394201e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309985 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13941988.000000 Penalty: 1151.476440
	Iteration 151Q: 3 clusters Score -1.394199e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310104 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -13941961.000000 Penalty: 1151.476440
	Iteration 152Q: 3 clusters Score -1.394196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310220 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13941923.000000 Penalty: 1151.476440
	Iteration 153Q: 3 clusters Score -1.394192e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310344 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13941931.000000 Penalty: 1151.476440
	Iteration 154Q: 3 clusters Score -1.394193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310444 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -13941901.000000 Penalty: 1151.476440
	Iteration 155Q: 3 clusters Score -1.39419e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310549 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13941898.000000 Penalty: 1151.476440
	Iteration 156Q: 3 clusters Score -1.39419e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310663 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13941831.000000 Penalty: 1151.476440
	Iteration 157Q: 3 clusters Score -1.394183e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310760 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13941806.000000 Penalty: 1151.476440
	Iteration 158Q: 3 clusters Score -1.394181e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310847 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13941791.000000 Penalty: 1151.476440
	Iteration 159Q: 3 clusters Score -1.394179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310925 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -13941767.000000 Penalty: 1151.476440
	Iteration 160F: 3 clusters Score -1.394177e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310985 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13941758.000000 Penalty: 1151.476440
	Iteration 161Q: 3 clusters Score -1.394176e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311045 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13941740.000000 Penalty: 1151.476440
	Iteration 162Q: 3 clusters Score -1.394174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311090 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -13941718.000000 Penalty: 1151.476440
	Iteration 163Q: 3 clusters Score -1.394172e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311127 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13941713.000000 Penalty: 1151.476440
	Iteration 164Q: 3 clusters Score -1.394171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311166 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13941692.000000 Penalty: 1151.476440
	Iteration 165Q: 3 clusters Score -1.394169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311202 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13941672.000000 Penalty: 1151.476440
	Iteration 166Q: 3 clusters Score -1.394167e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311243 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13941679.000000 Penalty: 1151.476440
	Iteration 167Q: 3 clusters Score -1.394168e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311272 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13941672.000000 Penalty: 1151.476440
	Iteration 168Q: 3 clusters Score -1.394167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311298 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13941679.000000 Penalty: 1151.476440
	Iteration 169Q: 3 clusters Score -1.394168e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311315 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13941663.000000 Penalty: 1151.476440
	Iteration 170Q: 3 clusters Score -1.394166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311338 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13941657.000000 Penalty: 1151.476440
	Iteration 171Q: 3 clusters Score -1.394166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311357 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13941650.000000 Penalty: 1151.476440
	Iteration 172Q: 3 clusters Score -1.394165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311378 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13941643.000000 Penalty: 1151.476440
	Iteration 173Q: 3 clusters Score -1.394164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311397 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -13941625.000000 Penalty: 1151.476440
	Iteration 174Q: 3 clusters Score -1.394162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311426 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13941639.000000 Penalty: 1151.476440
	Iteration 175Q: 3 clusters Score -1.394164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311448 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13941630.000000 Penalty: 1151.476440
	Iteration 176Q: 3 clusters Score -1.394163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311464 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -13941627.000000 Penalty: 1151.476440
	Iteration 177Q: 3 clusters Score -1.394163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311483 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13941624.000000 Penalty: 1151.476440
	Iteration 178Q: 3 clusters Score -1.394162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311502 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13941612.000000 Penalty: 1151.476440
	Iteration 179Q: 3 clusters Score -1.394161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311519 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13941614.000000 Penalty: 1151.476440
	Iteration 180F: 3 clusters Score -1.394161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311544 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13941610.000000 Penalty: 1151.476440
	Iteration 181Q: 3 clusters Score -1.394161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311571 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13941605.000000 Penalty: 1151.476440
	Iteration 182Q: 3 clusters Score -1.39416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311594 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13941618.000000 Penalty: 1151.476440
	Iteration 183Q: 3 clusters Score -1.394162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311621 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13941601.000000 Penalty: 1151.476440
	Iteration 184Q: 3 clusters Score -1.39416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311646 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13941612.000000 Penalty: 1151.476440
	Iteration 185Q: 3 clusters Score -1.394161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311678 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13941597.000000 Penalty: 1151.476440
	Iteration 186Q: 3 clusters Score -1.39416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311702 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13941613.000000 Penalty: 1151.476440
	Iteration 187Q: 3 clusters Score -1.394161e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311726 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13941611.000000 Penalty: 1151.476440
	Iteration 188Q: 3 clusters Score -1.394161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311746 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13941600.000000 Penalty: 1151.476440
	Iteration 189Q: 3 clusters Score -1.39416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311761 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13941601.000000 Penalty: 1151.476440
	Iteration 190Q: 3 clusters Score -1.39416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311785 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13941603.000000 Penalty: 1151.476440
	Iteration 191Q: 3 clusters Score -1.39416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311808 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13941568.000000 Penalty: 1151.476440
	Iteration 192Q: 3 clusters Score -1.394157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311826 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13941561.000000 Penalty: 1151.476440
	Iteration 193Q: 3 clusters Score -1.394156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311849 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13941569.000000 Penalty: 1151.476440
	Iteration 194Q: 3 clusters Score -1.394157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311870 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13941587.000000 Penalty: 1151.476440
	Iteration 195Q: 3 clusters Score -1.394159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311888 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13941568.000000 Penalty: 1151.476440
	Iteration 196Q: 3 clusters Score -1.394157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311894 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13941574.000000 Penalty: 1151.476440
	Iteration 197Q: 3 clusters Score -1.394157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13941571.000000 Penalty: 1151.476440
	Iteration 198Q: 3 clusters Score -1.394157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311910 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13941573.000000 Penalty: 1151.476440
	Iteration 199Q: 3 clusters Score -1.394157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311918 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13941576.000000 Penalty: 1151.476440
	Iteration 200F: 3 clusters Score -1.394158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311923 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13941574.000000 Penalty: 1151.476440
	Iteration 201Q: 3 clusters Score -1.394157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311928 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -13941580.000000 Penalty: 1151.476440
	Iteration 202Q: 3 clusters Score -1.394158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311938 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13941562.000000 Penalty: 1151.476440
	Iteration 203Q: 3 clusters Score -1.394156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311947 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13941552.000000 Penalty: 1151.476440
	Iteration 204Q: 3 clusters Score -1.394155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13941555.000000 Penalty: 1151.476440
	Iteration 205Q: 3 clusters Score -1.394156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311967 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13941557.000000 Penalty: 1151.476440
	Iteration 206Q: 3 clusters Score -1.394156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13941558.000000 Penalty: 1151.476440
	Iteration 207Q: 3 clusters Score -1.394156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311983 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13941554.000000 Penalty: 1151.476440
	Iteration 208Q: 3 clusters Score -1.394155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311987 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13941550.000000 Penalty: 1151.476440
	Iteration 209Q: 3 clusters Score -1.394155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311988 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13941549.000000 Penalty: 1151.476440
	Iteration 210Q: 3 clusters Score -1.394155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311988 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13941549.000000 Penalty: 1151.476440
	Iteration 211F: 3 clusters Score -1.394155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Entering Unmasked Estep 
Score: -1308212.125000 Penalty: 467.206268
	Iteration 0F: 2 clusters Score -1308212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1289066.375000 Penalty: 934.412537
	Iteration 0F: 3 clusters Score -1289066 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1297178.500000 Penalty: 934.412537
	Iteration 1F: 3 clusters Score -1297178 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1297933.250000 Penalty: 934.412537
	Iteration 2F: 3 clusters Score -1297933 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1299246.875000 Penalty: 934.412537
	Iteration 3F: 3 clusters Score -1299247 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1301183.625000 Penalty: 934.412537
	Iteration 4F: 3 clusters Score -1301184 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1303221.625000 Penalty: 934.412537
	Iteration 5F: 3 clusters Score -1303222 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1304451.500000 Penalty: 934.412537
	Iteration 6F: 3 clusters Score -1304452 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1305049.125000 Penalty: 934.412537
	Iteration 7Q: 3 clusters Score -1305049 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1305427.750000 Penalty: 934.412537
	Iteration 8Q: 3 clusters Score -1305428 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1305728.250000 Penalty: 934.412537
	Iteration 9Q: 3 clusters Score -1305728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -1306001.750000 Penalty: 934.412537
	Iteration 10Q: 3 clusters Score -1306002 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1306240.125000 Penalty: 934.412537
	Iteration 11Q: 3 clusters Score -1306240 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1306469.375000 Penalty: 934.412537
	Iteration 12Q: 3 clusters Score -1306469 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -1306664.875000 Penalty: 934.412537
	Iteration 13Q: 3 clusters Score -1306665 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -1306867.250000 Penalty: 934.412537
	Iteration 14Q: 3 clusters Score -1306867 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1307065.375000 Penalty: 934.412537
	Iteration 15Q: 3 clusters Score -1307065 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1307222.250000 Penalty: 934.412537
	Iteration 16Q: 3 clusters Score -1307222 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -1307387.250000 Penalty: 934.412537
	Iteration 17Q: 3 clusters Score -1307387 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -1307531.125000 Penalty: 934.412537
	Iteration 18Q: 3 clusters Score -1307531 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -1307641.625000 Penalty: 934.412537
	Iteration 19Q: 3 clusters Score -1307642 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -1307738.625000 Penalty: 934.412537
	Iteration 20F: 3 clusters Score -1307739 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1307825.875000 Penalty: 934.412537
	Iteration 21Q: 3 clusters Score -1307826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1307902.250000 Penalty: 934.412537
	Iteration 22Q: 3 clusters Score -1307902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1307978.875000 Penalty: 934.412537
	Iteration 23Q: 3 clusters Score -1307979 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1308056.000000 Penalty: 934.412537
	Iteration 24Q: 3 clusters Score -1308056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1308110.375000 Penalty: 934.412537
	Iteration 25Q: 3 clusters Score -1308110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1308149.000000 Penalty: 934.412537
	Iteration 26Q: 3 clusters Score -1308149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -1308197.625000 Penalty: 934.412537
	Iteration 27Q: 3 clusters Score -1308198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1308237.250000 Penalty: 934.412537
	Iteration 28Q: 3 clusters Score -1308237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -1308260.000000 Penalty: 934.412537
	Iteration 29Q: 3 clusters Score -1308260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -1308281.625000 Penalty: 934.412537
	Iteration 30Q: 3 clusters Score -1308282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -1308291.375000 Penalty: 934.412537
	Iteration 31Q: 3 clusters Score -1308291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -1308296.000000 Penalty: 934.412537
	Iteration 32Q: 3 clusters Score -1308296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -1308302.250000 Penalty: 934.412537
	Iteration 33Q: 3 clusters Score -1308302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -1308304.000000 Penalty: 934.412537
	Iteration 34Q: 3 clusters Score -1308304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -1308304.875000 Penalty: 934.412537
	Iteration 35Q: 3 clusters Score -1308305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -1308306.750000 Penalty: 934.412537
	Iteration 36Q: 3 clusters Score -1308307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -1308307.500000 Penalty: 934.412537
	Iteration 37Q: 3 clusters Score -1308308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -1308307.500000 Penalty: 934.412537
	Iteration 38Q: 3 clusters Score -1308308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -1308307.125000 Penalty: 934.412537
	Iteration 39Q: 3 clusters Score -1308307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -1308308.125000 Penalty: 934.412537
	Iteration 40F: 3 clusters Score -1308308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1308306.500000 Penalty: 934.412537
	Iteration 41Q: 3 clusters Score -1308306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -1308307.000000 Penalty: 934.412537
	Iteration 42Q: 3 clusters Score -1308307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -1308307.000000 Penalty: 934.412537
	Iteration 43F: 3 clusters Score -1308307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 12005 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 172030 members 
Mstep: Class 13 contains 27687 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
Score: -46882404.000000 Penalty: 11404.721680
Splitting cluster 17 changes total score from -46875776.000000 to -46882404.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 18 (14524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Entering Unmasked Estep 
Score: -614204.937500 Penalty: 436.051880
	Iteration 0F: 2 clusters Score -614204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -604546.625000 Penalty: 872.103760
	Iteration 0F: 3 clusters Score -604546.6 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -608980.187500 Penalty: 872.103760
	Iteration 1F: 3 clusters Score -608980.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -610464.875000 Penalty: 872.103760
	Iteration 2F: 3 clusters Score -610464.9 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -612282.937500 Penalty: 872.103760
	Iteration 3F: 3 clusters Score -612282.9 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -613692.125000 Penalty: 872.103760
	Iteration 4F: 3 clusters Score -613692.1 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -614569.750000 Penalty: 872.103760
	Iteration 5F: 3 clusters Score -614569.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -615005.750000 Penalty: 872.103760
	Iteration 6Q: 3 clusters Score -615005.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -615295.500000 Penalty: 872.103760
	Iteration 7Q: 3 clusters Score -615295.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -615482.375000 Penalty: 872.103760
	Iteration 8Q: 3 clusters Score -615482.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -615575.562500 Penalty: 872.103760
	Iteration 9Q: 3 clusters Score -615575.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -615625.500000 Penalty: 872.103760
	Iteration 10Q: 3 clusters Score -615625.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -615658.125000 Penalty: 872.103760
	Iteration 11Q: 3 clusters Score -615658.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -615673.687500 Penalty: 872.103760
	Iteration 12Q: 3 clusters Score -615673.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -615687.750000 Penalty: 872.103760
	Iteration 13Q: 3 clusters Score -615687.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -615694.562500 Penalty: 872.103760
	Iteration 14Q: 3 clusters Score -615694.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -615698.625000 Penalty: 872.103760
	Iteration 15Q: 3 clusters Score -615698.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -615704.875000 Penalty: 872.103760
	Iteration 16Q: 3 clusters Score -615704.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -615709.500000 Penalty: 872.103760
	Iteration 17Q: 3 clusters Score -615709.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -615714.750000 Penalty: 872.103760
	Iteration 18Q: 3 clusters Score -615714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -615715.875000 Penalty: 872.103760
	Iteration 19Q: 3 clusters Score -615715.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -615719.562500 Penalty: 872.103760
	Iteration 20F: 3 clusters Score -615719.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -615721.875000 Penalty: 872.103760
	Iteration 21Q: 3 clusters Score -615721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -615723.187500 Penalty: 872.103760
	Iteration 22Q: 3 clusters Score -615723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -615724.750000 Penalty: 872.103760
	Iteration 23Q: 3 clusters Score -615724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -615724.937500 Penalty: 872.103760
	Iteration 24Q: 3 clusters Score -615724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -615725.312500 Penalty: 872.103760
	Iteration 25Q: 3 clusters Score -615725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -615727.937500 Penalty: 872.103760
	Iteration 26Q: 3 clusters Score -615727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -615728.937500 Penalty: 872.103760
	Iteration 27Q: 3 clusters Score -615728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -615728.375000 Penalty: 872.103760
	Iteration 28Q: 3 clusters Score -615728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -615727.687500 Penalty: 872.103760
	Iteration 29Q: 3 clusters Score -615727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -615727.687500 Penalty: 872.103760
	Iteration 30Q: 3 clusters Score -615727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -615727.562500 Penalty: 872.103760
	Iteration 31Q: 3 clusters Score -615727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -615728.437500 Penalty: 872.103760
	Iteration 32Q: 3 clusters Score -615728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -615729.500000 Penalty: 872.103760
	Iteration 33Q: 3 clusters Score -615729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -615728.500000 Penalty: 872.103760
	Iteration 34Q: 3 clusters Score -615728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -615728.875000 Penalty: 872.103760
	Iteration 35Q: 3 clusters Score -615728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -615728.500000 Penalty: 872.103760
	Iteration 36Q: 3 clusters Score -615728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -615728.437500 Penalty: 872.103760
	Iteration 37Q: 3 clusters Score -615728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -615728.562500 Penalty: 872.103760
	Iteration 38Q: 3 clusters Score -615728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -615728.750000 Penalty: 872.103760
	Iteration 39Q: 3 clusters Score -615728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -615729.812500 Penalty: 872.103760
	Iteration 40F: 3 clusters Score -615729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -615730.250000 Penalty: 872.103760
	Iteration 41Q: 3 clusters Score -615730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -615730.000000 Penalty: 872.103760
	Iteration 42Q: 3 clusters Score -615730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -615728.812500 Penalty: 872.103760
	Iteration 43Q: 3 clusters Score -615728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -615729.000000 Penalty: 872.103760
	Iteration 44Q: 3 clusters Score -615729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -615729.000000 Penalty: 872.103760
	Iteration 45F: 3 clusters Score -615729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 12005 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 172030 members 
Mstep: Class 13 contains 27687 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
Score: -46883908.000000 Penalty: 12038.316406
Splitting cluster 18 changes total score from -46875776.000000 to -46883908.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -222811.562500 Penalty: 387.885834
	Iteration 0F: 2 clusters Score -222811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -219390.125000 Penalty: 775.771667
	Iteration 0F: 3 clusters Score -219390.1 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -220786.875000 Penalty: 775.771667
	Iteration 1F: 3 clusters Score -220786.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -221054.890625 Penalty: 775.771667
	Iteration 2F: 3 clusters Score -221054.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -221360.671875 Penalty: 775.771667
	Iteration 3F: 3 clusters Score -221360.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -221666.687500 Penalty: 775.771667
	Iteration 4F: 3 clusters Score -221666.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -221922.359375 Penalty: 775.771667
	Iteration 5F: 3 clusters Score -221922.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -222061.453125 Penalty: 775.771667
	Iteration 6Q: 3 clusters Score -222061.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -222136.906250 Penalty: 775.771667
	Iteration 7Q: 3 clusters Score -222136.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -222177.609375 Penalty: 775.771667
	Iteration 8Q: 3 clusters Score -222177.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -222202.453125 Penalty: 775.771667
	Iteration 9Q: 3 clusters Score -222202.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -222218.562500 Penalty: 775.771667
	Iteration 10Q: 3 clusters Score -222218.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -222234.171875 Penalty: 775.771667
	Iteration 11Q: 3 clusters Score -222234.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -222246.156250 Penalty: 775.771667
	Iteration 12Q: 3 clusters Score -222246.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -222253.375000 Penalty: 775.771667
	Iteration 13Q: 3 clusters Score -222253.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -222259.109375 Penalty: 775.771667
	Iteration 14Q: 3 clusters Score -222259.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -222263.703125 Penalty: 775.771667
	Iteration 15Q: 3 clusters Score -222263.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -222270.718750 Penalty: 775.771667
	Iteration 16Q: 3 clusters Score -222270.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -222274.140625 Penalty: 775.771667
	Iteration 17Q: 3 clusters Score -222274.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -222277.406250 Penalty: 775.771667
	Iteration 18Q: 3 clusters Score -222277.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -222281.046875 Penalty: 775.771667
	Iteration 19Q: 3 clusters Score -222281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -222284.296875 Penalty: 775.771667
	Iteration 20F: 3 clusters Score -222284.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -222286.328125 Penalty: 775.771667
	Iteration 21Q: 3 clusters Score -222286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -222287.343750 Penalty: 775.771667
	Iteration 22Q: 3 clusters Score -222287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -222289.781250 Penalty: 775.771667
	Iteration 23Q: 3 clusters Score -222289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -222291.562500 Penalty: 775.771667
	Iteration 24Q: 3 clusters Score -222291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -222292.171875 Penalty: 775.771667
	Iteration 25Q: 3 clusters Score -222292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -222294.593750 Penalty: 775.771667
	Iteration 26Q: 3 clusters Score -222294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -222295.531250 Penalty: 775.771667
	Iteration 27Q: 3 clusters Score -222295.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -222295.890625 Penalty: 775.771667
	Iteration 28Q: 3 clusters Score -222295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -222296.328125 Penalty: 775.771667
	Iteration 29Q: 3 clusters Score -222296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -222296.703125 Penalty: 775.771667
	Iteration 30Q: 3 clusters Score -222296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -222296.953125 Penalty: 775.771667
	Iteration 31Q: 3 clusters Score -222297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -222297.046875 Penalty: 775.771667
	Iteration 32Q: 3 clusters Score -222297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -222297.187500 Penalty: 775.771667
	Iteration 33Q: 3 clusters Score -222297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -222297.015625 Penalty: 775.771667
	Iteration 34Q: 3 clusters Score -222297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -222297.015625 Penalty: 775.771667
	Iteration 35F: 3 clusters Score -222297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -50225.414062 Penalty: 318.307373
	Iteration 0F: 2 clusters Score -50225.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -49365.265625 Penalty: 636.614746
	Iteration 0F: 3 clusters Score -49365.27 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -49607.628906 Penalty: 636.614746
	Iteration 1F: 3 clusters Score -49607.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -49657.328125 Penalty: 636.614746
	Iteration 2F: 3 clusters Score -49657.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -49679.687500 Penalty: 636.614746
	Iteration 3Q: 3 clusters Score -49679.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -49696.535156 Penalty: 636.614746
	Iteration 4Q: 3 clusters Score -49696.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -49714.574219 Penalty: 636.614746
	Iteration 5Q: 3 clusters Score -49714.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -49734.953125 Penalty: 636.614746
	Iteration 6Q: 3 clusters Score -49734.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -49757.128906 Penalty: 636.614746
	Iteration 7Q: 3 clusters Score -49757.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -49783.027344 Penalty: 636.614746
	Iteration 8Q: 3 clusters Score -49783.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -49821.316406 Penalty: 636.614746
	Iteration 9Q: 3 clusters Score -49821.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -49859.746094 Penalty: 636.614746
	Iteration 10Q: 3 clusters Score -49859.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -49896.964844 Penalty: 636.614746
	Iteration 11Q: 3 clusters Score -49896.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -49921.214844 Penalty: 636.614746
	Iteration 12Q: 3 clusters Score -49921.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -49935.769531 Penalty: 636.614746
	Iteration 13Q: 3 clusters Score -49935.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -49944.441406 Penalty: 636.614746
	Iteration 14Q: 3 clusters Score -49944.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -49947.308594 Penalty: 636.614746
	Iteration 15Q: 3 clusters Score -49947.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -49953.234375 Penalty: 636.614746
	Iteration 16Q: 3 clusters Score -49953.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -49957.132812 Penalty: 636.614746
	Iteration 17Q: 3 clusters Score -49957.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -49958.437500 Penalty: 636.614746
	Iteration 18Q: 3 clusters Score -49958.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -49959.140625 Penalty: 636.614746
	Iteration 19Q: 3 clusters Score -49959.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -49959.140625 Penalty: 636.614746
	Iteration 20F: 3 clusters Score -49959.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Entering Unmasked Estep 
Score: -616227.687500 Penalty: 435.351013
	Iteration 0F: 2 clusters Score -616227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -606676.687500 Penalty: 870.702026
	Iteration 0F: 3 clusters Score -606676.7 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -610678.250000 Penalty: 870.702026
	Iteration 1F: 3 clusters Score -610678.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -611085.937500 Penalty: 870.702026
	Iteration 2F: 3 clusters Score -611085.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -611660.375000 Penalty: 870.702026
	Iteration 3F: 3 clusters Score -611660.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -612413.000000 Penalty: 870.702026
	Iteration 4F: 3 clusters Score -612413 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -613293.687500 Penalty: 870.702026
	Iteration 5F: 3 clusters Score -613293.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -614085.187500 Penalty: 870.702026
	Iteration 6F: 3 clusters Score -614085.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -614618.625000 Penalty: 870.702026
	Iteration 7Q: 3 clusters Score -614618.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -614951.062500 Penalty: 870.702026
	Iteration 8Q: 3 clusters Score -614951.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -615194.625000 Penalty: 870.702026
	Iteration 9Q: 3 clusters Score -615194.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -615365.812500 Penalty: 870.702026
	Iteration 10Q: 3 clusters Score -615365.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -615469.812500 Penalty: 870.702026
	Iteration 11Q: 3 clusters Score -615469.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -615557.250000 Penalty: 870.702026
	Iteration 12Q: 3 clusters Score -615557.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -615622.875000 Penalty: 870.702026
	Iteration 13Q: 3 clusters Score -615622.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -615695.875000 Penalty: 870.702026
	Iteration 14Q: 3 clusters Score -615695.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -615762.250000 Penalty: 870.702026
	Iteration 15Q: 3 clusters Score -615762.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -615816.500000 Penalty: 870.702026
	Iteration 16Q: 3 clusters Score -615816.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -615847.812500 Penalty: 870.702026
	Iteration 17Q: 3 clusters Score -615847.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -615869.125000 Penalty: 870.702026
	Iteration 18Q: 3 clusters Score -615869.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -615887.312500 Penalty: 870.702026
	Iteration 19Q: 3 clusters Score -615887.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -615899.562500 Penalty: 870.702026
	Iteration 20F: 3 clusters Score -615899.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -615911.625000 Penalty: 870.702026
	Iteration 21Q: 3 clusters Score -615911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -615920.062500 Penalty: 870.702026
	Iteration 22Q: 3 clusters Score -615920.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -615929.125000 Penalty: 870.702026
	Iteration 23Q: 3 clusters Score -615929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -615936.125000 Penalty: 870.702026
	Iteration 24Q: 3 clusters Score -615936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -615941.625000 Penalty: 870.702026
	Iteration 25Q: 3 clusters Score -615941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -615945.687500 Penalty: 870.702026
	Iteration 26Q: 3 clusters Score -615945.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -615947.125000 Penalty: 870.702026
	Iteration 27Q: 3 clusters Score -615947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -615947.687500 Penalty: 870.702026
	Iteration 28Q: 3 clusters Score -615947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -615947.750000 Penalty: 870.702026
	Iteration 29Q: 3 clusters Score -615947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -615948.437500 Penalty: 870.702026
	Iteration 30Q: 3 clusters Score -615948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -615948.937500 Penalty: 870.702026
	Iteration 31Q: 3 clusters Score -615948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -615948.125000 Penalty: 870.702026
	Iteration 32Q: 3 clusters Score -615948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -615948.937500 Penalty: 870.702026
	Iteration 33Q: 3 clusters Score -615948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -615948.937500 Penalty: 870.702026
	Iteration 34F: 3 clusters Score -615948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 349575 members 
Mstep: Class 5 contains 116998 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 12005 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 10 contains 312884 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 14302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46885348.000000 Penalty: 12038.316406
Iteration 79Q: 20 clusters Score -4.688535e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 42516 members 
Mstep: Class 3 contains 17336 members 
Mstep: Class 4 contains 350229 members 
Mstep: Class 5 contains 116969 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 12118 members 
Mstep: Class 8 contains 19194 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 312841 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 170410 members 
Mstep: Class 13 contains 27085 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 11849 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 22 contains 14444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46886844.000000 Penalty: 12038.316406
Iteration 80F: 20 clusters Score -4.688684e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 42224 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 350361 members 
Mstep: Class 5 contains 116725 members 
Mstep: Class 6 contains 236 members 
Mstep: Class 7 contains 12254 members 
Mstep: Class 8 contains 19516 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 312332 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 169999 members 
Mstep: Class 13 contains 27144 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 12093 members 
Mstep: Class 19 contains 5265 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 22 contains 14461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46887924.000000 Penalty: 12038.316406
Iteration 81Q: 20 clusters Score -4.688792e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 42045 members 
Mstep: Class 3 contains 17334 members 
Mstep: Class 4 contains 350502 members 
Mstep: Class 5 contains 116524 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 19781 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 312057 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 169347 members 
Mstep: Class 13 contains 27235 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 12327 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 22 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889000.000000 Penalty: 12038.316406
Iteration 82Q: 20 clusters Score -4.6889e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 41854 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 350689 members 
Mstep: Class 5 contains 116286 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 19973 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 311988 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 12 contains 168512 members 
Mstep: Class 13 contains 27326 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1105 members 
Mstep: Class 22 contains 14479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889512.000000 Penalty: 12038.316406
Iteration 83Q: 20 clusters Score -4.688951e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 41696 members 
Mstep: Class 3 contains 17560 members 
Mstep: Class 4 contains 350874 members 
Mstep: Class 5 contains 116045 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 20128 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 312029 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 167645 members 
Mstep: Class 13 contains 27381 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 22 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46889704.000000 Penalty: 12038.316406
Iteration 84Q: 20 clusters Score -4.68897e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 41579 members 
Mstep: Class 3 contains 17710 members 
Mstep: Class 4 contains 351029 members 
Mstep: Class 5 contains 115821 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 12946 members 
Mstep: Class 8 contains 20268 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 312099 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 166747 members 
Mstep: Class 13 contains 27405 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 5438 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 22 contains 14628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46890100.000000 Penalty: 12038.316406
Iteration 85Q: 20 clusters Score -4.68901e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 41514 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 351125 members 
Mstep: Class 5 contains 115551 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 13116 members 
Mstep: Class 8 contains 20374 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 312291 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 165831 members 
Mstep: Class 13 contains 27449 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 5464 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 22 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46890632.000000 Penalty: 12038.316406
Iteration 86Q: 20 clusters Score -4.689063e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 41455 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 351086 members 
Mstep: Class 5 contains 115314 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 20469 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 312529 members 
Mstep: Class 11 contains 785 members 
Mstep: Class 12 contains 164966 members 
Mstep: Class 13 contains 27501 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 13564 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 22 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46890960.000000 Penalty: 12038.316406
Iteration 87Q: 20 clusters Score -4.689096e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 41430 members 
Mstep: Class 3 contains 18345 members 
Mstep: Class 4 contains 351021 members 
Mstep: Class 5 contains 115090 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 20565 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 312732 members 
Mstep: Class 11 contains 787 members 
Mstep: Class 12 contains 164094 members 
Mstep: Class 13 contains 27554 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 13823 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 1081 members 
Mstep: Class 22 contains 14837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -4.689134e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 41433 members 
Mstep: Class 3 contains 18642 members 
Mstep: Class 4 contains 350927 members 
Mstep: Class 5 contains 114895 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 13623 members 
Mstep: Class 8 contains 20657 members 
Mstep: Class 9 contains 3266 members 
Mstep: Class 10 contains 312933 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 163190 members 
Mstep: Class 13 contains 27591 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 17 contains 2451 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 1076 members 
Mstep: Class 22 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -4.689167e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 41426 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 4 contains 350831 members 
Mstep: Class 5 contains 114749 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 13771 members 
Mstep: Class 8 contains 20740 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 313166 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 162304 members 
Mstep: Class 13 contains 27623 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 5531 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 22 contains 15015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 20 clusters Score -4.689194e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 41434 members 
Mstep: Class 3 contains 19227 members 
Mstep: Class 4 contains 350749 members 
Mstep: Class 5 contains 114599 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 20838 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 313394 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 161435 members 
Mstep: Class 13 contains 27633 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 22 contains 15108 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -4.689237e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 41436 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 350713 members 
Mstep: Class 5 contains 114466 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 14078 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 313625 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 160536 members 
Mstep: Class 13 contains 27665 members 
Mstep: Class 14 contains 3008 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 14729 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 22 contains 15190 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -4.689252e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 41446 members 
Mstep: Class 3 contains 19874 members 
Mstep: Class 4 contains 350662 members 
Mstep: Class 5 contains 114327 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 21056 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 313888 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 159567 members 
Mstep: Class 13 contains 27668 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 14966 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 22 contains 15295 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -4.689283e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 41467 members 
Mstep: Class 3 contains 20263 members 
Mstep: Class 4 contains 350591 members 
Mstep: Class 5 contains 114225 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 14400 members 
Mstep: Class 8 contains 21165 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 314084 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 158604 members 
Mstep: Class 13 contains 27693 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 15168 members 
Mstep: Class 19 contains 5607 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 22 contains 15391 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -4.6893e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 41498 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 350453 members 
Mstep: Class 5 contains 114217 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 14560 members 
Mstep: Class 8 contains 21266 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 314368 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 157582 members 
Mstep: Class 13 contains 27679 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 15349 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 1031 members 
Mstep: Class 22 contains 15494 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 20 clusters Score -4.689334e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 41529 members 
Mstep: Class 3 contains 21091 members 
Mstep: Class 4 contains 350212 members 
Mstep: Class 5 contains 114215 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 14715 members 
Mstep: Class 8 contains 21390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 314681 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 156550 members 
Mstep: Class 13 contains 27704 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 22 contains 15586 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -4.689362e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 41577 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 349992 members 
Mstep: Class 5 contains 114179 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 314916 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 155531 members 
Mstep: Class 13 contains 27720 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 15738 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 22 contains 15698 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -4.68942e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 41588 members 
Mstep: Class 3 contains 22004 members 
Mstep: Class 4 contains 349733 members 
Mstep: Class 5 contains 114176 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 315107 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 154515 members 
Mstep: Class 13 contains 27757 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 15937 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 22 contains 15832 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -4.689435e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 41612 members 
Mstep: Class 3 contains 22531 members 
Mstep: Class 4 contains 349510 members 
Mstep: Class 5 contains 114185 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 15160 members 
Mstep: Class 8 contains 21761 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 315304 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 153451 members 
Mstep: Class 13 contains 27799 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 22 contains 15970 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -4.689455e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 41641 members 
Mstep: Class 3 contains 23100 members 
Mstep: Class 4 contains 349288 members 
Mstep: Class 5 contains 114204 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 21848 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 315513 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 152305 members 
Mstep: Class 13 contains 27831 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 16297 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 22 contains 16108 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -4.689486e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 41643 members 
Mstep: Class 3 contains 23777 members 
Mstep: Class 4 contains 349135 members 
Mstep: Class 5 contains 114194 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 15526 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 315647 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 151038 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 22 contains 16252 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -4.689526e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 41674 members 
Mstep: Class 3 contains 24495 members 
Mstep: Class 4 contains 348939 members 
Mstep: Class 5 contains 114217 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 15723 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 315727 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 149740 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 16664 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 22 contains 16395 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -4.689556e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 41697 members 
Mstep: Class 3 contains 25162 members 
Mstep: Class 4 contains 348673 members 
Mstep: Class 5 contains 114262 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 22135 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 315934 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 148438 members 
Mstep: Class 13 contains 27917 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 16836 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 22 contains 16544 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -4.689602e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 41719 members 
Mstep: Class 3 contains 25894 members 
Mstep: Class 4 contains 348406 members 
Mstep: Class 5 contains 114337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 22225 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 316102 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 147118 members 
Mstep: Class 13 contains 27960 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 16984 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 973 members 
Mstep: Class 22 contains 16694 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -4.689626e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 41745 members 
Mstep: Class 3 contains 26701 members 
Mstep: Class 4 contains 348177 members 
Mstep: Class 5 contains 114401 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 16348 members 
Mstep: Class 8 contains 22299 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 316216 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 145738 members 
Mstep: Class 13 contains 28013 members 
Mstep: Class 14 contains 3099 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 22 contains 16845 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -4.689663e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 41798 members 
Mstep: Class 3 contains 27552 members 
Mstep: Class 4 contains 347974 members 
Mstep: Class 5 contains 114448 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 16537 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 316298 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 144318 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 17331 members 
Mstep: Class 19 contains 5772 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 22 contains 16983 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -4.689704e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 41814 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 347735 members 
Mstep: Class 5 contains 114543 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 16730 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 316415 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 142890 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 3110 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 17505 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 948 members 
Mstep: Class 22 contains 17115 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -4.689768e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 41863 members 
Mstep: Class 3 contains 29344 members 
Mstep: Class 4 contains 347523 members 
Mstep: Class 5 contains 114614 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 16908 members 
Mstep: Class 8 contains 22496 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 316432 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 141469 members 
Mstep: Class 13 contains 28177 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 5809 members 
Mstep: Class 20 contains 939 members 
Mstep: Class 22 contains 17250 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -4.68982e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 30321 members 
Mstep: Class 4 contains 347305 members 
Mstep: Class 5 contains 114713 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 316396 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 140039 members 
Mstep: Class 13 contains 28244 members 
Mstep: Class 14 contains 3126 members 
Mstep: Class 17 contains 3264 members 
Mstep: Class 18 contains 17849 members 
Mstep: Class 19 contains 5825 members 
Mstep: Class 20 contains 932 members 
Mstep: Class 22 contains 17397 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -4.68986e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 41929 members 
Mstep: Class 3 contains 31291 members 
Mstep: Class 4 contains 347147 members 
Mstep: Class 5 contains 114839 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17259 members 
Mstep: Class 8 contains 22598 members 
Mstep: Class 9 contains 3918 members 
Mstep: Class 10 contains 316335 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 138623 members 
Mstep: Class 13 contains 28287 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 17982 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 22 contains 17542 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -4.689885e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 41952 members 
Mstep: Class 3 contains 32303 members 
Mstep: Class 4 contains 347020 members 
Mstep: Class 5 contains 114982 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17415 members 
Mstep: Class 8 contains 22613 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 316201 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 137247 members 
Mstep: Class 13 contains 28342 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 18123 members 
Mstep: Class 19 contains 5838 members 
Mstep: Class 20 contains 896 members 
Mstep: Class 22 contains 17658 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -4.689933e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 41974 members 
Mstep: Class 3 contains 33315 members 
Mstep: Class 4 contains 346912 members 
Mstep: Class 5 contains 115070 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 22621 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 316055 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 135924 members 
Mstep: Class 13 contains 28386 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 18285 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 22 contains 17772 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -4.689976e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 42005 members 
Mstep: Class 3 contains 34322 members 
Mstep: Class 4 contains 346786 members 
Mstep: Class 5 contains 115116 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 22638 members 
Mstep: Class 9 contains 4054 members 
Mstep: Class 10 contains 315865 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 134640 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 17 contains 3433 members 
Mstep: Class 18 contains 18459 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 22 contains 17894 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -4.690007e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 42042 members 
Mstep: Class 3 contains 35334 members 
Mstep: Class 4 contains 346617 members 
Mstep: Class 5 contains 115139 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17847 members 
Mstep: Class 8 contains 22650 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 315689 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 133395 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 18626 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 22 contains 17989 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -4.690042e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 42082 members 
Mstep: Class 3 contains 36344 members 
Mstep: Class 4 contains 346420 members 
Mstep: Class 5 contains 115143 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 17974 members 
Mstep: Class 8 contains 22642 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 315569 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 132208 members 
Mstep: Class 13 contains 28654 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 18781 members 
Mstep: Class 19 contains 5813 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 22 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46900768.000000 Penalty: 12038.316406
Iteration 115Q: 20 clusters Score -4.690077e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 42097 members 
Mstep: Class 3 contains 37383 members 
Mstep: Class 4 contains 346149 members 
Mstep: Class 5 contains 115174 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 18113 members 
Mstep: Class 8 contains 22618 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 315462 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 131060 members 
Mstep: Class 13 contains 28726 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 18933 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 22 contains 18163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46901284.000000 Penalty: 12038.316406
Iteration 116Q: 20 clusters Score -4.690128e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 42108 members 
Mstep: Class 3 contains 38426 members 
Mstep: Class 4 contains 345841 members 
Mstep: Class 5 contains 115204 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 18234 members 
Mstep: Class 8 contains 22584 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 315397 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 129965 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 19081 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 22 contains 18225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46901636.000000 Penalty: 12038.316406
Iteration 117Q: 20 clusters Score -4.690164e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 42118 members 
Mstep: Class 3 contains 39460 members 
Mstep: Class 4 contains 345509 members 
Mstep: Class 5 contains 115262 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 22529 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 315408 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 128906 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 19226 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 22 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46901952.000000 Penalty: 12038.316406
Iteration 118Q: 20 clusters Score -4.690195e+07 nChanged 3403
Entering ConstructFrom: 
Score: -46901952.000000 Penalty: 12038.316406
Entering ConstructFrom: 
Trying to split cluster 1 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -151455.593750 Penalty: 368.805206
	Iteration 0F: 2 clusters Score -151455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -149176.875000 Penalty: 737.610413
	Iteration 0F: 3 clusters Score -149176.9 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -150087.406250 Penalty: 737.610413
	Iteration 1F: 3 clusters Score -150087.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -150214.796875 Penalty: 737.610413
	Iteration 2F: 3 clusters Score -150214.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -150339.500000 Penalty: 737.610413
	Iteration 3F: 3 clusters Score -150339.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -150467.750000 Penalty: 737.610413
	Iteration 4F: 3 clusters Score -150467.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -150595.656250 Penalty: 737.610413
	Iteration 5F: 3 clusters Score -150595.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -150704.968750 Penalty: 737.610413
	Iteration 6Q: 3 clusters Score -150705 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -150808.765625 Penalty: 737.610413
	Iteration 7Q: 3 clusters Score -150808.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -150884.218750 Penalty: 737.610413
	Iteration 8Q: 3 clusters Score -150884.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -150922.781250 Penalty: 737.610413
	Iteration 9Q: 3 clusters Score -150922.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -150950.843750 Penalty: 737.610413
	Iteration 10Q: 3 clusters Score -150950.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -150965.265625 Penalty: 737.610413
	Iteration 11Q: 3 clusters Score -150965.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -150977.578125 Penalty: 737.610413
	Iteration 12Q: 3 clusters Score -150977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -150987.640625 Penalty: 737.610413
	Iteration 13Q: 3 clusters Score -150987.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -150998.031250 Penalty: 737.610413
	Iteration 14Q: 3 clusters Score -150998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -151008.687500 Penalty: 737.610413
	Iteration 15Q: 3 clusters Score -151008.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -151011.890625 Penalty: 737.610413
	Iteration 16Q: 3 clusters Score -151011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -151016.093750 Penalty: 737.610413
	Iteration 17Q: 3 clusters Score -151016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -151019.593750 Penalty: 737.610413
	Iteration 18Q: 3 clusters Score -151019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -151021.750000 Penalty: 737.610413
	Iteration 19Q: 3 clusters Score -151021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -151022.859375 Penalty: 737.610413
	Iteration 20F: 3 clusters Score -151022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -151023.328125 Penalty: 737.610413
	Iteration 21Q: 3 clusters Score -151023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -151023.812500 Penalty: 737.610413
	Iteration 22Q: 3 clusters Score -151023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -151024.187500 Penalty: 737.610413
	Iteration 23Q: 3 clusters Score -151024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -151024.078125 Penalty: 737.610413
	Iteration 24Q: 3 clusters Score -151024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -151024.125000 Penalty: 737.610413
	Iteration 25Q: 3 clusters Score -151024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -151024.000000 Penalty: 737.610413
	Iteration 26Q: 3 clusters Score -151024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -151024.609375 Penalty: 737.610413
	Iteration 27Q: 3 clusters Score -151024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -151024.812500 Penalty: 737.610413
	Iteration 28Q: 3 clusters Score -151024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -151025.843750 Penalty: 737.610413
	Iteration 29Q: 3 clusters Score -151025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -151027.218750 Penalty: 737.610413
	Iteration 30Q: 3 clusters Score -151027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -151029.906250 Penalty: 737.610413
	Iteration 31Q: 3 clusters Score -151029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -151034.437500 Penalty: 737.610413
	Iteration 32Q: 3 clusters Score -151034.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -151036.843750 Penalty: 737.610413
	Iteration 33Q: 3 clusters Score -151036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -151038.562500 Penalty: 737.610413
	Iteration 34Q: 3 clusters Score -151038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -151040.109375 Penalty: 737.610413
	Iteration 35Q: 3 clusters Score -151040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -151043.140625 Penalty: 737.610413
	Iteration 36Q: 3 clusters Score -151043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -151044.156250 Penalty: 737.610413
	Iteration 37Q: 3 clusters Score -151044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -151046.250000 Penalty: 737.610413
	Iteration 38Q: 3 clusters Score -151046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -151047.125000 Penalty: 737.610413
	Iteration 39Q: 3 clusters Score -151047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -151048.062500 Penalty: 737.610413
	Iteration 40F: 3 clusters Score -151048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151048.468750 Penalty: 737.610413
	Iteration 41Q: 3 clusters Score -151048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -151048.468750 Penalty: 737.610413
	Iteration 42F: 3 clusters Score -151048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -1707736.125000 Penalty: 484.511749
	Iteration 0F: 2 clusters Score -1707736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1679611.500000 Penalty: 969.023499
	Iteration 0F: 3 clusters Score -1679612 nChanged 20344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1693114.750000 Penalty: 969.023499
	Iteration 1F: 3 clusters Score -1693115 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1695180.750000 Penalty: 969.023499
	Iteration 2F: 3 clusters Score -1695181 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1697620.375000 Penalty: 969.023499
	Iteration 3F: 3 clusters Score -1697620 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1699598.875000 Penalty: 969.023499
	Iteration 4F: 3 clusters Score -1699599 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1700942.875000 Penalty: 969.023499
	Iteration 5F: 3 clusters Score -1700943 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1701777.375000 Penalty: 969.023499
	Iteration 6Q: 3 clusters Score -1701777 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1702371.250000 Penalty: 969.023499
	Iteration 7Q: 3 clusters Score -1702371 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1702775.375000 Penalty: 969.023499
	Iteration 8Q: 3 clusters Score -1702775 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1703140.750000 Penalty: 969.023499
	Iteration 9Q: 3 clusters Score -1703141 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1703531.125000 Penalty: 969.023499
	Iteration 10Q: 3 clusters Score -1703531 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1703981.750000 Penalty: 969.023499
	Iteration 11Q: 3 clusters Score -1703982 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1704473.250000 Penalty: 969.023499
	Iteration 12Q: 3 clusters Score -1704473 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1705012.750000 Penalty: 969.023499
	Iteration 13Q: 3 clusters Score -1705013 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1705607.875000 Penalty: 969.023499
	Iteration 14Q: 3 clusters Score -1705608 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1706185.125000 Penalty: 969.023499
	Iteration 15Q: 3 clusters Score -1706185 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1706629.375000 Penalty: 969.023499
	Iteration 16Q: 3 clusters Score -1706629 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1706885.875000 Penalty: 969.023499
	Iteration 17Q: 3 clusters Score -1706886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1707051.875000 Penalty: 969.023499
	Iteration 18Q: 3 clusters Score -1707052 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1707194.875000 Penalty: 969.023499
	Iteration 19Q: 3 clusters Score -1707195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1707278.625000 Penalty: 969.023499
	Iteration 20F: 3 clusters Score -1707279 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1707341.625000 Penalty: 969.023499
	Iteration 21Q: 3 clusters Score -1707342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1707390.625000 Penalty: 969.023499
	Iteration 22Q: 3 clusters Score -1707391 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1707421.000000 Penalty: 969.023499
	Iteration 23Q: 3 clusters Score -1707421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1707433.750000 Penalty: 969.023499
	Iteration 24Q: 3 clusters Score -1707434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1707444.750000 Penalty: 969.023499
	Iteration 25Q: 3 clusters Score -1707445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1707452.625000 Penalty: 969.023499
	Iteration 26Q: 3 clusters Score -1707453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1707462.875000 Penalty: 969.023499
	Iteration 27Q: 3 clusters Score -1707463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1707470.625000 Penalty: 969.023499
	Iteration 28Q: 3 clusters Score -1707471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1707478.375000 Penalty: 969.023499
	Iteration 29Q: 3 clusters Score -1707478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1707488.750000 Penalty: 969.023499
	Iteration 30Q: 3 clusters Score -1707489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1707499.125000 Penalty: 969.023499
	Iteration 31Q: 3 clusters Score -1707499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1707511.125000 Penalty: 969.023499
	Iteration 32Q: 3 clusters Score -1707511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1707511.750000 Penalty: 969.023499
	Iteration 33Q: 3 clusters Score -1707512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1707521.375000 Penalty: 969.023499
	Iteration 34Q: 3 clusters Score -1707521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1707528.375000 Penalty: 969.023499
	Iteration 35Q: 3 clusters Score -1707528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1707537.875000 Penalty: 969.023499
	Iteration 36Q: 3 clusters Score -1707538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1707543.875000 Penalty: 969.023499
	Iteration 37Q: 3 clusters Score -1707544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1707551.250000 Penalty: 969.023499
	Iteration 38Q: 3 clusters Score -1707551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1707556.000000 Penalty: 969.023499
	Iteration 39Q: 3 clusters Score -1707556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1707557.875000 Penalty: 969.023499
	Iteration 40F: 3 clusters Score -1707558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1707560.875000 Penalty: 969.023499
	Iteration 41Q: 3 clusters Score -1707561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1707567.625000 Penalty: 969.023499
	Iteration 42Q: 3 clusters Score -1707568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1707574.500000 Penalty: 969.023499
	Iteration 43Q: 3 clusters Score -1707574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1707578.250000 Penalty: 969.023499
	Iteration 44Q: 3 clusters Score -1707578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1707580.750000 Penalty: 969.023499
	Iteration 45Q: 3 clusters Score -1707581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1707583.625000 Penalty: 969.023499
	Iteration 46Q: 3 clusters Score -1707584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1707586.500000 Penalty: 969.023499
	Iteration 47Q: 3 clusters Score -1707586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1707587.250000 Penalty: 969.023499
	Iteration 48Q: 3 clusters Score -1707587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1707587.625000 Penalty: 969.023499
	Iteration 49Q: 3 clusters Score -1707588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1707586.125000 Penalty: 969.023499
	Iteration 50Q: 3 clusters Score -1707586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1707585.875000 Penalty: 969.023499
	Iteration 51Q: 3 clusters Score -1707586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1707587.375000 Penalty: 969.023499
	Iteration 52Q: 3 clusters Score -1707587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1707585.500000 Penalty: 969.023499
	Iteration 53Q: 3 clusters Score -1707586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1707585.000000 Penalty: 969.023499
	Iteration 54Q: 3 clusters Score -1707585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1707586.000000 Penalty: 969.023499
	Iteration 55Q: 3 clusters Score -1707586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1707587.250000 Penalty: 969.023499
	Iteration 56Q: 3 clusters Score -1707587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1707589.500000 Penalty: 969.023499
	Iteration 57Q: 3 clusters Score -1707590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1707589.500000 Penalty: 969.023499
	Iteration 58F: 3 clusters Score -1707590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Entering Unmasked Estep 
Score: -1861563.625000 Penalty: 482.818726
	Iteration 0F: 2 clusters Score -1861564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1834379.250000 Penalty: 965.637451
	Iteration 0F: 3 clusters Score -1834379 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1846602.125000 Penalty: 965.637451
	Iteration 1F: 3 clusters Score -1846602 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1847428.750000 Penalty: 965.637451
	Iteration 2Q: 3 clusters Score -1847429 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1848755.125000 Penalty: 965.637451
	Iteration 3F: 3 clusters Score -1848755 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1850921.500000 Penalty: 965.637451
	Iteration 4F: 3 clusters Score -1850922 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1854125.500000 Penalty: 965.637451
	Iteration 5F: 3 clusters Score -1854126 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1857414.125000 Penalty: 965.637451
	Iteration 6F: 3 clusters Score -1857414 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1859703.375000 Penalty: 965.637451
	Iteration 7F: 3 clusters Score -1859703 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1860694.750000 Penalty: 965.637451
	Iteration 8Q: 3 clusters Score -1860695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1860995.750000 Penalty: 965.637451
	Iteration 9Q: 3 clusters Score -1860996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1861079.875000 Penalty: 965.637451
	Iteration 10Q: 3 clusters Score -1861080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1861104.875000 Penalty: 965.637451
	Iteration 11Q: 3 clusters Score -1861105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1861122.250000 Penalty: 965.637451
	Iteration 12Q: 3 clusters Score -1861122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1861131.250000 Penalty: 965.637451
	Iteration 13Q: 3 clusters Score -1861131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1861131.250000 Penalty: 965.637451
	Iteration 14F: 3 clusters Score -1861131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (345173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345173 members 
Entering Unmasked Estep 
Score: -15269951.000000 Penalty: 580.206909
	Iteration 0F: 2 clusters Score -1.526995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -15045631.000000 Penalty: 1160.413818
	Iteration 0F: 3 clusters Score -1.504563e+07 nChanged 170543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -15152125.000000 Penalty: 1160.413818
	Iteration 1F: 3 clusters Score -1.515212e+07 nChanged 15549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205921 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -15157900.000000 Penalty: 1160.413818
	Iteration 2Q: 3 clusters Score -1.51579e+07 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223435 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -15168391.000000 Penalty: 1160.413818
	Iteration 3F: 3 clusters Score -1.516839e+07 nChanged 24361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246456 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -15185706.000000 Penalty: 1160.413818
	Iteration 4F: 3 clusters Score -1.518571e+07 nChanged 27186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272950 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -15209896.000000 Penalty: 1160.413818
	Iteration 5F: 3 clusters Score -1.52099e+07 nChanged 26115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298833 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -15233917.000000 Penalty: 1160.413818
	Iteration 6F: 3 clusters Score -1.523392e+07 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316201 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -15247541.000000 Penalty: 1160.413818
	Iteration 7F: 3 clusters Score -1.524754e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324889 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -15254775.000000 Penalty: 1160.413818
	Iteration 8Q: 3 clusters Score -1.525478e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329620 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -15258497.000000 Penalty: 1160.413818
	Iteration 9Q: 3 clusters Score -1.52585e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332799 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -15260573.000000 Penalty: 1160.413818
	Iteration 10Q: 3 clusters Score -1.526057e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335258 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -15262224.000000 Penalty: 1160.413818
	Iteration 11Q: 3 clusters Score -1.526222e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337229 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -15263665.000000 Penalty: 1160.413818
	Iteration 12Q: 3 clusters Score -1.526366e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338804 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -15264742.000000 Penalty: 1160.413818
	Iteration 13Q: 3 clusters Score -1.526474e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340043 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -15265537.000000 Penalty: 1160.413818
	Iteration 14Q: 3 clusters Score -1.526554e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341040 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -15266255.000000 Penalty: 1160.413818
	Iteration 15Q: 3 clusters Score -1.526626e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341783 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -15266760.000000 Penalty: 1160.413818
	Iteration 16Q: 3 clusters Score -1.526676e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342389 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -15267173.000000 Penalty: 1160.413818
	Iteration 17Q: 3 clusters Score -1.526717e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342875 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15267580.000000 Penalty: 1160.413818
	Iteration 18Q: 3 clusters Score -1.526758e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343245 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -15267876.000000 Penalty: 1160.413818
	Iteration 19Q: 3 clusters Score -1.526788e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343542 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15268068.000000 Penalty: 1160.413818
	Iteration 20F: 3 clusters Score -1.526807e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343793 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15268310.000000 Penalty: 1160.413818
	Iteration 21Q: 3 clusters Score -1.526831e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344023 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15268497.000000 Penalty: 1160.413818
	Iteration 22Q: 3 clusters Score -1.52685e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344210 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15268622.000000 Penalty: 1160.413818
	Iteration 23Q: 3 clusters Score -1.526862e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344348 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15268797.000000 Penalty: 1160.413818
	Iteration 24Q: 3 clusters Score -1.52688e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344460 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15268879.000000 Penalty: 1160.413818
	Iteration 25Q: 3 clusters Score -1.526888e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344552 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15268976.000000 Penalty: 1160.413818
	Iteration 26Q: 3 clusters Score -1.526898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15269025.000000 Penalty: 1160.413818
	Iteration 27Q: 3 clusters Score -1.526902e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344680 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15269073.000000 Penalty: 1160.413818
	Iteration 28Q: 3 clusters Score -1.526907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344727 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15269107.000000 Penalty: 1160.413818
	Iteration 29Q: 3 clusters Score -1.526911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344760 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15269130.000000 Penalty: 1160.413818
	Iteration 30Q: 3 clusters Score -1.526913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344785 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15269157.000000 Penalty: 1160.413818
	Iteration 31Q: 3 clusters Score -1.526916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344806 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15269184.000000 Penalty: 1160.413818
	Iteration 32Q: 3 clusters Score -1.526918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344821 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15269205.000000 Penalty: 1160.413818
	Iteration 33Q: 3 clusters Score -1.52692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344838 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15269207.000000 Penalty: 1160.413818
	Iteration 34Q: 3 clusters Score -1.526921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344854 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15269235.000000 Penalty: 1160.413818
	Iteration 35Q: 3 clusters Score -1.526924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344862 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15269233.000000 Penalty: 1160.413818
	Iteration 36Q: 3 clusters Score -1.526923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344864 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15269227.000000 Penalty: 1160.413818
	Iteration 37Q: 3 clusters Score -1.526923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344865 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15269237.000000 Penalty: 1160.413818
	Iteration 38Q: 3 clusters Score -1.526924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344866 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15269223.000000 Penalty: 1160.413818
	Iteration 39Q: 3 clusters Score -1.526922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15269234.000000 Penalty: 1160.413818
	Iteration 40F: 3 clusters Score -1.526923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344869 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15269224.000000 Penalty: 1160.413818
	Iteration 41Q: 3 clusters Score -1.526922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344871 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15269232.000000 Penalty: 1160.413818
	Iteration 42Q: 3 clusters Score -1.526923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344875 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15269232.000000 Penalty: 1160.413818
	Iteration 43Q: 3 clusters Score -1.526923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344878 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15269243.000000 Penalty: 1160.413818
	Iteration 44Q: 3 clusters Score -1.526924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15269249.000000 Penalty: 1160.413818
	Iteration 45Q: 3 clusters Score -1.526925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344881 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15269250.000000 Penalty: 1160.413818
	Iteration 46Q: 3 clusters Score -1.526925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344881 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15269251.000000 Penalty: 1160.413818
	Iteration 47Q: 3 clusters Score -1.526925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344881 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15269252.000000 Penalty: 1160.413818
	Iteration 48Q: 3 clusters Score -1.526925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15269256.000000 Penalty: 1160.413818
	Iteration 49Q: 3 clusters Score -1.526926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344884 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15269246.000000 Penalty: 1160.413818
	Iteration 50Q: 3 clusters Score -1.526925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344885 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15269243.000000 Penalty: 1160.413818
	Iteration 51Q: 3 clusters Score -1.526924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344888 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15269238.000000 Penalty: 1160.413818
	Iteration 52Q: 3 clusters Score -1.526924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344892 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15269238.000000 Penalty: 1160.413818
	Iteration 53Q: 3 clusters Score -1.526924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344897 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15269246.000000 Penalty: 1160.413818
	Iteration 54Q: 3 clusters Score -1.526925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344900 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15269246.000000 Penalty: 1160.413818
	Iteration 55Q: 3 clusters Score -1.526925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344902 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15269238.000000 Penalty: 1160.413818
	Iteration 56Q: 3 clusters Score -1.526924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344903 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15269238.000000 Penalty: 1160.413818
	Iteration 57Q: 3 clusters Score -1.526924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344905 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15269241.000000 Penalty: 1160.413818
	Iteration 58Q: 3 clusters Score -1.526924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344907 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15269241.000000 Penalty: 1160.413818
	Iteration 59Q: 3 clusters Score -1.526924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344907 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15269241.000000 Penalty: 1160.413818
	Iteration 60F: 3 clusters Score -1.526924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Entering Unmasked Estep 
Score: -5005314.500000 Penalty: 530.335938
	Iteration 0F: 2 clusters Score -5005314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -4927004.500000 Penalty: 1060.671875
	Iteration 0F: 3 clusters Score -4927004 nChanged 56689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -4960805.500000 Penalty: 1060.671875
	Iteration 1F: 3 clusters Score -4960806 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -4961710.000000 Penalty: 1060.671875
	Iteration 2Q: 3 clusters Score -4961710 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -4963356.000000 Penalty: 1060.671875
	Iteration 3Q: 3 clusters Score -4963356 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -4966519.500000 Penalty: 1060.671875
	Iteration 4F: 3 clusters Score -4966520 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4972258.000000 Penalty: 1060.671875
	Iteration 5F: 3 clusters Score -4972258 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4980473.500000 Penalty: 1060.671875
	Iteration 6F: 3 clusters Score -4980474 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4989657.500000 Penalty: 1060.671875
	Iteration 7F: 3 clusters Score -4989658 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4996911.000000 Penalty: 1060.671875
	Iteration 8F: 3 clusters Score -4996911 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -5000728.500000 Penalty: 1060.671875
	Iteration 9Q: 3 clusters Score -5000728 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -5002463.500000 Penalty: 1060.671875
	Iteration 10Q: 3 clusters Score -5002464 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5003227.500000 Penalty: 1060.671875
	Iteration 11Q: 3 clusters Score -5003228 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5003612.500000 Penalty: 1060.671875
	Iteration 12Q: 3 clusters Score -5003612 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5003863.500000 Penalty: 1060.671875
	Iteration 13Q: 3 clusters Score -5003864 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5004019.000000 Penalty: 1060.671875
	Iteration 14Q: 3 clusters Score -5004019 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5004124.500000 Penalty: 1060.671875
	Iteration 15Q: 3 clusters Score -5004124 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5004226.000000 Penalty: 1060.671875
	Iteration 16Q: 3 clusters Score -5004226 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5004290.000000 Penalty: 1060.671875
	Iteration 17Q: 3 clusters Score -5004290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5004364.000000 Penalty: 1060.671875
	Iteration 18Q: 3 clusters Score -5004364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5004435.000000 Penalty: 1060.671875
	Iteration 19Q: 3 clusters Score -5004435 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5004485.000000 Penalty: 1060.671875
	Iteration 20F: 3 clusters Score -5004485 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5004506.500000 Penalty: 1060.671875
	Iteration 21Q: 3 clusters Score -5004506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5004522.500000 Penalty: 1060.671875
	Iteration 22Q: 3 clusters Score -5004522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5004537.500000 Penalty: 1060.671875
	Iteration 23Q: 3 clusters Score -5004538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5004561.000000 Penalty: 1060.671875
	Iteration 24Q: 3 clusters Score -5004561 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5004600.000000 Penalty: 1060.671875
	Iteration 25Q: 3 clusters Score -5004600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5004638.500000 Penalty: 1060.671875
	Iteration 26Q: 3 clusters Score -5004638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5004663.000000 Penalty: 1060.671875
	Iteration 27Q: 3 clusters Score -5004663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111394 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5004689.500000 Penalty: 1060.671875
	Iteration 28Q: 3 clusters Score -5004690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5004728.500000 Penalty: 1060.671875
	Iteration 29Q: 3 clusters Score -5004728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5004765.000000 Penalty: 1060.671875
	Iteration 30Q: 3 clusters Score -5004765 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5004782.500000 Penalty: 1060.671875
	Iteration 31Q: 3 clusters Score -5004782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111154 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5004804.500000 Penalty: 1060.671875
	Iteration 32Q: 3 clusters Score -5004804 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5004828.000000 Penalty: 1060.671875
	Iteration 33Q: 3 clusters Score -5004828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5004846.500000 Penalty: 1060.671875
	Iteration 34Q: 3 clusters Score -5004846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5004861.500000 Penalty: 1060.671875
	Iteration 35Q: 3 clusters Score -5004862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5004879.000000 Penalty: 1060.671875
	Iteration 36Q: 3 clusters Score -5004879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5004890.000000 Penalty: 1060.671875
	Iteration 37Q: 3 clusters Score -5004890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5004902.500000 Penalty: 1060.671875
	Iteration 38Q: 3 clusters Score -5004902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5004904.000000 Penalty: 1060.671875
	Iteration 39Q: 3 clusters Score -5004904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5004955.500000 Penalty: 1060.671875
	Iteration 40F: 3 clusters Score -5004956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5004972.000000 Penalty: 1060.671875
	Iteration 41Q: 3 clusters Score -5004972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5004979.000000 Penalty: 1060.671875
	Iteration 42Q: 3 clusters Score -5004979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5005008.000000 Penalty: 1060.671875
	Iteration 43Q: 3 clusters Score -5005008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -5005041.500000 Penalty: 1060.671875
	Iteration 44Q: 3 clusters Score -5005042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110171 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5005049.000000 Penalty: 1060.671875
	Iteration 45Q: 3 clusters Score -5005049 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5005067.000000 Penalty: 1060.671875
	Iteration 46Q: 3 clusters Score -5005067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5005082.500000 Penalty: 1060.671875
	Iteration 47Q: 3 clusters Score -5005082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5005081.500000 Penalty: 1060.671875
	Iteration 48Q: 3 clusters Score -5005082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -5005093.000000 Penalty: 1060.671875
	Iteration 49Q: 3 clusters Score -5005093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5005089.500000 Penalty: 1060.671875
	Iteration 50Q: 3 clusters Score -5005090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5005100.500000 Penalty: 1060.671875
	Iteration 51Q: 3 clusters Score -5005100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -5005115.000000 Penalty: 1060.671875
	Iteration 52Q: 3 clusters Score -5005115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109408 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -5005127.000000 Penalty: 1060.671875
	Iteration 53Q: 3 clusters Score -5005127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5005137.500000 Penalty: 1060.671875
	Iteration 54Q: 3 clusters Score -5005138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5005140.000000 Penalty: 1060.671875
	Iteration 55Q: 3 clusters Score -5005140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5005151.000000 Penalty: 1060.671875
	Iteration 56Q: 3 clusters Score -5005151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5005160.500000 Penalty: 1060.671875
	Iteration 57Q: 3 clusters Score -5005160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5005172.000000 Penalty: 1060.671875
	Iteration 58Q: 3 clusters Score -5005172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5005188.500000 Penalty: 1060.671875
	Iteration 59Q: 3 clusters Score -5005188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5005195.500000 Penalty: 1060.671875
	Iteration 60F: 3 clusters Score -5005196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5005188.000000 Penalty: 1060.671875
	Iteration 61Q: 3 clusters Score -5005188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5005195.000000 Penalty: 1060.671875
	Iteration 62Q: 3 clusters Score -5005195 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5005205.000000 Penalty: 1060.671875
	Iteration 63Q: 3 clusters Score -5005205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5005216.000000 Penalty: 1060.671875
	Iteration 64Q: 3 clusters Score -5005216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5005229.500000 Penalty: 1060.671875
	Iteration 65Q: 3 clusters Score -5005230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5005245.000000 Penalty: 1060.671875
	Iteration 66Q: 3 clusters Score -5005245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -5005247.500000 Penalty: 1060.671875
	Iteration 67Q: 3 clusters Score -5005248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5005249.000000 Penalty: 1060.671875
	Iteration 68Q: 3 clusters Score -5005249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -5005274.000000 Penalty: 1060.671875
	Iteration 69Q: 3 clusters Score -5005274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108120 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5005293.500000 Penalty: 1060.671875
	Iteration 70Q: 3 clusters Score -5005294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5005289.000000 Penalty: 1060.671875
	Iteration 71Q: 3 clusters Score -5005289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -5005296.000000 Penalty: 1060.671875
	Iteration 72Q: 3 clusters Score -5005296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5005309.500000 Penalty: 1060.671875
	Iteration 73Q: 3 clusters Score -5005310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5005311.000000 Penalty: 1060.671875
	Iteration 74Q: 3 clusters Score -5005311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5005300.500000 Penalty: 1060.671875
	Iteration 75Q: 3 clusters Score -5005300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5005294.000000 Penalty: 1060.671875
	Iteration 76Q: 3 clusters Score -5005294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5005293.000000 Penalty: 1060.671875
	Iteration 77Q: 3 clusters Score -5005293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5005298.500000 Penalty: 1060.671875
	Iteration 78Q: 3 clusters Score -5005298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5005299.000000 Penalty: 1060.671875
	Iteration 79Q: 3 clusters Score -5005299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -5005312.500000 Penalty: 1060.671875
	Iteration 80F: 3 clusters Score -5005312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5005307.000000 Penalty: 1060.671875
	Iteration 81Q: 3 clusters Score -5005307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5005305.000000 Penalty: 1060.671875
	Iteration 82Q: 3 clusters Score -5005305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5005306.000000 Penalty: 1060.671875
	Iteration 83Q: 3 clusters Score -5005306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -5005305.000000 Penalty: 1060.671875
	Iteration 84Q: 3 clusters Score -5005305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -5005311.500000 Penalty: 1060.671875
	Iteration 85Q: 3 clusters Score -5005312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -5005314.500000 Penalty: 1060.671875
	Iteration 86Q: 3 clusters Score -5005314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5005318.500000 Penalty: 1060.671875
	Iteration 87Q: 3 clusters Score -5005318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -5005319.500000 Penalty: 1060.671875
	Iteration 88Q: 3 clusters Score -5005320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -5005320.000000 Penalty: 1060.671875
	Iteration 89Q: 3 clusters Score -5005320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -5005315.000000 Penalty: 1060.671875
	Iteration 90Q: 3 clusters Score -5005315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5005319.000000 Penalty: 1060.671875
	Iteration 91Q: 3 clusters Score -5005319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -5005321.500000 Penalty: 1060.671875
	Iteration 92Q: 3 clusters Score -5005322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5005323.000000 Penalty: 1060.671875
	Iteration 93Q: 3 clusters Score -5005323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5005322.000000 Penalty: 1060.671875
	Iteration 94Q: 3 clusters Score -5005322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -5005324.500000 Penalty: 1060.671875
	Iteration 95Q: 3 clusters Score -5005324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5005324.000000 Penalty: 1060.671875
	Iteration 96Q: 3 clusters Score -5005324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -5005320.000000 Penalty: 1060.671875
	Iteration 97Q: 3 clusters Score -5005320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5005326.500000 Penalty: 1060.671875
	Iteration 98Q: 3 clusters Score -5005326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5005326.000000 Penalty: 1060.671875
	Iteration 99Q: 3 clusters Score -5005326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5005321.500000 Penalty: 1060.671875
	Iteration 100F: 3 clusters Score -5005322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5005322.000000 Penalty: 1060.671875
	Iteration 101Q: 3 clusters Score -5005322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107191 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5005326.000000 Penalty: 1060.671875
	Iteration 102Q: 3 clusters Score -5005326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107178 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5005327.500000 Penalty: 1060.671875
	Iteration 103Q: 3 clusters Score -5005328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5005333.000000 Penalty: 1060.671875
	Iteration 104Q: 3 clusters Score -5005333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5005337.000000 Penalty: 1060.671875
	Iteration 105Q: 3 clusters Score -5005337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -5005337.000000 Penalty: 1060.671875
	Iteration 106Q: 3 clusters Score -5005337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5005332.000000 Penalty: 1060.671875
	Iteration 107Q: 3 clusters Score -5005332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -5005333.500000 Penalty: 1060.671875
	Iteration 108Q: 3 clusters Score -5005334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -5005336.000000 Penalty: 1060.671875
	Iteration 109Q: 3 clusters Score -5005336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5005345.000000 Penalty: 1060.671875
	Iteration 110Q: 3 clusters Score -5005345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5005338.000000 Penalty: 1060.671875
	Iteration 111Q: 3 clusters Score -5005338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5005339.500000 Penalty: 1060.671875
	Iteration 112Q: 3 clusters Score -5005340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5005343.000000 Penalty: 1060.671875
	Iteration 113Q: 3 clusters Score -5005343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5005334.000000 Penalty: 1060.671875
	Iteration 114Q: 3 clusters Score -5005334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5005332.500000 Penalty: 1060.671875
	Iteration 115Q: 3 clusters Score -5005332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5005329.500000 Penalty: 1060.671875
	Iteration 116Q: 3 clusters Score -5005330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5005330.500000 Penalty: 1060.671875
	Iteration 117Q: 3 clusters Score -5005330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -5005332.000000 Penalty: 1060.671875
	Iteration 118Q: 3 clusters Score -5005332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5005330.500000 Penalty: 1060.671875
	Iteration 119Q: 3 clusters Score -5005330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5005329.500000 Penalty: 1060.671875
	Iteration 120F: 3 clusters Score -5005330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -5005326.500000 Penalty: 1060.671875
	Iteration 121Q: 3 clusters Score -5005326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5005327.500000 Penalty: 1060.671875
	Iteration 122Q: 3 clusters Score -5005328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5005325.000000 Penalty: 1060.671875
	Iteration 123Q: 3 clusters Score -5005325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -5005321.500000 Penalty: 1060.671875
	Iteration 124Q: 3 clusters Score -5005322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -5005322.500000 Penalty: 1060.671875
	Iteration 125Q: 3 clusters Score -5005322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5005318.500000 Penalty: 1060.671875
	Iteration 126Q: 3 clusters Score -5005318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5005318.500000 Penalty: 1060.671875
	Iteration 127F: 3 clusters Score -5005318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 106941 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 127859 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 22 contains 18349 members 
Entering Unmasked Estep 
Score: -46901592.000000 Penalty: 12671.912109
Splitting cluster 5 changes total score from -46901952.000000 to -46901592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -6417.813477 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -6417.813 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 111 members 
Entering Unmasked Estep 
Score: -6188.899414 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -6188.899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6371.429688 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -6371.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6389.153320 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -6389.153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -788106.187500 Penalty: 446.898804
	Iteration 0F: 2 clusters Score -788106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -775966.875000 Penalty: 893.797607
	Iteration 0F: 3 clusters Score -775966.9 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -781936.875000 Penalty: 893.797607
	Iteration 1F: 3 clusters Score -781936.9 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -783020.875000 Penalty: 893.797607
	Iteration 2F: 3 clusters Score -783020.9 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -784653.375000 Penalty: 893.797607
	Iteration 3F: 3 clusters Score -784653.4 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -786408.187500 Penalty: 893.797607
	Iteration 4F: 3 clusters Score -786408.2 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -787570.437500 Penalty: 893.797607
	Iteration 5F: 3 clusters Score -787570.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -788081.875000 Penalty: 893.797607
	Iteration 6Q: 3 clusters Score -788081.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -788348.812500 Penalty: 893.797607
	Iteration 7Q: 3 clusters Score -788348.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -788497.812500 Penalty: 893.797607
	Iteration 8Q: 3 clusters Score -788497.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -788592.000000 Penalty: 893.797607
	Iteration 9Q: 3 clusters Score -788592 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -788649.750000 Penalty: 893.797607
	Iteration 10Q: 3 clusters Score -788649.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -788694.312500 Penalty: 893.797607
	Iteration 11Q: 3 clusters Score -788694.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -788727.625000 Penalty: 893.797607
	Iteration 12Q: 3 clusters Score -788727.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -788746.125000 Penalty: 893.797607
	Iteration 13Q: 3 clusters Score -788746.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -788753.875000 Penalty: 893.797607
	Iteration 14Q: 3 clusters Score -788753.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -788761.750000 Penalty: 893.797607
	Iteration 15Q: 3 clusters Score -788761.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -788768.750000 Penalty: 893.797607
	Iteration 16Q: 3 clusters Score -788768.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -788773.312500 Penalty: 893.797607
	Iteration 17Q: 3 clusters Score -788773.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -788776.562500 Penalty: 893.797607
	Iteration 18Q: 3 clusters Score -788776.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -788779.687500 Penalty: 893.797607
	Iteration 19Q: 3 clusters Score -788779.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -788783.437500 Penalty: 893.797607
	Iteration 20F: 3 clusters Score -788783.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -788783.750000 Penalty: 893.797607
	Iteration 21Q: 3 clusters Score -788783.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -788785.125000 Penalty: 893.797607
	Iteration 22Q: 3 clusters Score -788785.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -788786.500000 Penalty: 893.797607
	Iteration 23Q: 3 clusters Score -788786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -788789.000000 Penalty: 893.797607
	Iteration 24Q: 3 clusters Score -788789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -788786.187500 Penalty: 893.797607
	Iteration 25Q: 3 clusters Score -788786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -788788.875000 Penalty: 893.797607
	Iteration 26Q: 3 clusters Score -788788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -788788.250000 Penalty: 893.797607
	Iteration 27Q: 3 clusters Score -788788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -788788.250000 Penalty: 893.797607
	Iteration 28F: 3 clusters Score -788788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 127859 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 22 contains 18349 members 
Entering Unmasked Estep 
Score: -46902760.000000 Penalty: 12671.912109
Splitting cluster 7 changes total score from -46901952.000000 to -46902760.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (22482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Entering Unmasked Estep 
Score: -1009537.187500 Penalty: 455.931427
	Iteration 0F: 2 clusters Score -1009537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -994571.437500 Penalty: 911.862854
	Iteration 0F: 3 clusters Score -994571.4 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1000650.312500 Penalty: 911.862854
	Iteration 1F: 3 clusters Score -1000650 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1000875.375000 Penalty: 911.862854
	Iteration 2Q: 3 clusters Score -1000875 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1001275.562500 Penalty: 911.862854
	Iteration 3Q: 3 clusters Score -1001276 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1002002.500000 Penalty: 911.862854
	Iteration 4F: 3 clusters Score -1002002 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1003267.312500 Penalty: 911.862854
	Iteration 5F: 3 clusters Score -1003267 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1004972.375000 Penalty: 911.862854
	Iteration 6F: 3 clusters Score -1004972 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1006762.062500 Penalty: 911.862854
	Iteration 7F: 3 clusters Score -1006762 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -1008075.000000 Penalty: 911.862854
	Iteration 8F: 3 clusters Score -1008075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -1008706.437500 Penalty: 911.862854
	Iteration 9Q: 3 clusters Score -1008706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1008951.062500 Penalty: 911.862854
	Iteration 10Q: 3 clusters Score -1008951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -1009039.687500 Penalty: 911.862854
	Iteration 11Q: 3 clusters Score -1009040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -1009096.750000 Penalty: 911.862854
	Iteration 12Q: 3 clusters Score -1009097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1009116.500000 Penalty: 911.862854
	Iteration 13Q: 3 clusters Score -1009116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1009119.562500 Penalty: 911.862854
	Iteration 14Q: 3 clusters Score -1009120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -1009122.875000 Penalty: 911.862854
	Iteration 15Q: 3 clusters Score -1009123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -1009126.187500 Penalty: 911.862854
	Iteration 16Q: 3 clusters Score -1009126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1009131.437500 Penalty: 911.862854
	Iteration 17Q: 3 clusters Score -1009131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1009136.000000 Penalty: 911.862854
	Iteration 18Q: 3 clusters Score -1009136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -1009139.812500 Penalty: 911.862854
	Iteration 19Q: 3 clusters Score -1009140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -1009141.875000 Penalty: 911.862854
	Iteration 20F: 3 clusters Score -1009142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1009143.625000 Penalty: 911.862854
	Iteration 21Q: 3 clusters Score -1009144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1009143.625000 Penalty: 911.862854
	Iteration 22F: 3 clusters Score -1009144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -182977.671875 Penalty: 379.468994
	Iteration 0F: 2 clusters Score -182977.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -180137.468750 Penalty: 758.937988
	Iteration 0F: 3 clusters Score -180137.5 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -181088.312500 Penalty: 758.937988
	Iteration 1F: 3 clusters Score -181088.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -181179.671875 Penalty: 758.937988
	Iteration 2F: 3 clusters Score -181179.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -181281.375000 Penalty: 758.937988
	Iteration 3F: 3 clusters Score -181281.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -181402.875000 Penalty: 758.937988
	Iteration 4F: 3 clusters Score -181402.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -181561.953125 Penalty: 758.937988
	Iteration 5F: 3 clusters Score -181562 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -181759.875000 Penalty: 758.937988
	Iteration 6F: 3 clusters Score -181759.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -181963.031250 Penalty: 758.937988
	Iteration 7F: 3 clusters Score -181963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -182110.359375 Penalty: 758.937988
	Iteration 8F: 3 clusters Score -182110.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -182196.140625 Penalty: 758.937988
	Iteration 9Q: 3 clusters Score -182196.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -182238.953125 Penalty: 758.937988
	Iteration 10Q: 3 clusters Score -182239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -182262.531250 Penalty: 758.937988
	Iteration 11Q: 3 clusters Score -182262.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -182278.171875 Penalty: 758.937988
	Iteration 12Q: 3 clusters Score -182278.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -182290.640625 Penalty: 758.937988
	Iteration 13Q: 3 clusters Score -182290.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -182302.937500 Penalty: 758.937988
	Iteration 14Q: 3 clusters Score -182302.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -182310.671875 Penalty: 758.937988
	Iteration 15Q: 3 clusters Score -182310.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -182316.390625 Penalty: 758.937988
	Iteration 16Q: 3 clusters Score -182316.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -182322.281250 Penalty: 758.937988
	Iteration 17Q: 3 clusters Score -182322.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -182328.671875 Penalty: 758.937988
	Iteration 18Q: 3 clusters Score -182328.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -182334.640625 Penalty: 758.937988
	Iteration 19Q: 3 clusters Score -182334.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -182338.671875 Penalty: 758.937988
	Iteration 20F: 3 clusters Score -182338.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -182341.671875 Penalty: 758.937988
	Iteration 21Q: 3 clusters Score -182341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -182343.625000 Penalty: 758.937988
	Iteration 22Q: 3 clusters Score -182343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -182346.703125 Penalty: 758.937988
	Iteration 23Q: 3 clusters Score -182346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -182348.937500 Penalty: 758.937988
	Iteration 24Q: 3 clusters Score -182348.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -182352.906250 Penalty: 758.937988
	Iteration 25Q: 3 clusters Score -182352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -182355.937500 Penalty: 758.937988
	Iteration 26Q: 3 clusters Score -182355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -182361.250000 Penalty: 758.937988
	Iteration 27Q: 3 clusters Score -182361.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -182365.796875 Penalty: 758.937988
	Iteration 28Q: 3 clusters Score -182365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -182371.265625 Penalty: 758.937988
	Iteration 29Q: 3 clusters Score -182371.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -182376.718750 Penalty: 758.937988
	Iteration 30Q: 3 clusters Score -182376.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -182383.343750 Penalty: 758.937988
	Iteration 31Q: 3 clusters Score -182383.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -182392.640625 Penalty: 758.937988
	Iteration 32Q: 3 clusters Score -182392.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -182401.718750 Penalty: 758.937988
	Iteration 33Q: 3 clusters Score -182401.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -182414.125000 Penalty: 758.937988
	Iteration 34Q: 3 clusters Score -182414.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -182427.171875 Penalty: 758.937988
	Iteration 35Q: 3 clusters Score -182427.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -182440.640625 Penalty: 758.937988
	Iteration 36Q: 3 clusters Score -182440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -182450.984375 Penalty: 758.937988
	Iteration 37Q: 3 clusters Score -182451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -182458.859375 Penalty: 758.937988
	Iteration 38Q: 3 clusters Score -182458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -182466.453125 Penalty: 758.937988
	Iteration 39Q: 3 clusters Score -182466.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -182473.609375 Penalty: 758.937988
	Iteration 40F: 3 clusters Score -182473.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -182481.375000 Penalty: 758.937988
	Iteration 41Q: 3 clusters Score -182481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -182486.500000 Penalty: 758.937988
	Iteration 42Q: 3 clusters Score -182486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -182489.968750 Penalty: 758.937988
	Iteration 43Q: 3 clusters Score -182490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -182493.750000 Penalty: 758.937988
	Iteration 44Q: 3 clusters Score -182493.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -182497.484375 Penalty: 758.937988
	Iteration 45Q: 3 clusters Score -182497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -182500.609375 Penalty: 758.937988
	Iteration 46Q: 3 clusters Score -182500.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -182508.125000 Penalty: 758.937988
	Iteration 47Q: 3 clusters Score -182508.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -182516.125000 Penalty: 758.937988
	Iteration 48Q: 3 clusters Score -182516.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -182521.578125 Penalty: 758.937988
	Iteration 49Q: 3 clusters Score -182521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -182525.968750 Penalty: 758.937988
	Iteration 50Q: 3 clusters Score -182526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -182528.656250 Penalty: 758.937988
	Iteration 51Q: 3 clusters Score -182528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -182530.031250 Penalty: 758.937988
	Iteration 52Q: 3 clusters Score -182530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -182530.984375 Penalty: 758.937988
	Iteration 53Q: 3 clusters Score -182531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -182531.843750 Penalty: 758.937988
	Iteration 54Q: 3 clusters Score -182531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -182535.250000 Penalty: 758.937988
	Iteration 55Q: 3 clusters Score -182535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -182538.484375 Penalty: 758.937988
	Iteration 56Q: 3 clusters Score -182538.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -182541.765625 Penalty: 758.937988
	Iteration 57Q: 3 clusters Score -182541.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -182544.578125 Penalty: 758.937988
	Iteration 58Q: 3 clusters Score -182544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -182549.328125 Penalty: 758.937988
	Iteration 59Q: 3 clusters Score -182549.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -182555.734375 Penalty: 758.937988
	Iteration 60F: 3 clusters Score -182555.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -182563.765625 Penalty: 758.937988
	Iteration 61Q: 3 clusters Score -182563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -182569.781250 Penalty: 758.937988
	Iteration 62Q: 3 clusters Score -182569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -182574.000000 Penalty: 758.937988
	Iteration 63Q: 3 clusters Score -182574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -182576.406250 Penalty: 758.937988
	Iteration 64Q: 3 clusters Score -182576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -182577.359375 Penalty: 758.937988
	Iteration 65Q: 3 clusters Score -182577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -182579.203125 Penalty: 758.937988
	Iteration 66Q: 3 clusters Score -182579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -182584.375000 Penalty: 758.937988
	Iteration 67Q: 3 clusters Score -182584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -182590.140625 Penalty: 758.937988
	Iteration 68Q: 3 clusters Score -182590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -182593.750000 Penalty: 758.937988
	Iteration 69Q: 3 clusters Score -182593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -182599.593750 Penalty: 758.937988
	Iteration 70Q: 3 clusters Score -182599.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -182606.671875 Penalty: 758.937988
	Iteration 71Q: 3 clusters Score -182606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -182615.171875 Penalty: 758.937988
	Iteration 72Q: 3 clusters Score -182615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -182619.875000 Penalty: 758.937988
	Iteration 73Q: 3 clusters Score -182619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -182622.156250 Penalty: 758.937988
	Iteration 74Q: 3 clusters Score -182622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -182623.843750 Penalty: 758.937988
	Iteration 75Q: 3 clusters Score -182623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -182624.484375 Penalty: 758.937988
	Iteration 76Q: 3 clusters Score -182624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -182624.937500 Penalty: 758.937988
	Iteration 77Q: 3 clusters Score -182624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -182625.890625 Penalty: 758.937988
	Iteration 78Q: 3 clusters Score -182625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -182626.453125 Penalty: 758.937988
	Iteration 79Q: 3 clusters Score -182626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -182626.453125 Penalty: 758.937988
	Iteration 80F: 3 clusters Score -182626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (315311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315311 members 
Entering Unmasked Estep 
Score: -14010319.000000 Penalty: 576.089844
	Iteration 0F: 2 clusters Score -1.401032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -13802835.000000 Penalty: 1152.179688
	Iteration 0F: 3 clusters Score -1.380284e+07 nChanged 155457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -13899159.000000 Penalty: 1152.179688
	Iteration 1F: 3 clusters Score -1.389916e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -13903932.000000 Penalty: 1152.179688
	Iteration 2Q: 3 clusters Score -1.390393e+07 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -13911613.000000 Penalty: 1152.179688
	Iteration 3F: 3 clusters Score -1.391161e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -13924361.000000 Penalty: 1152.179688
	Iteration 4F: 3 clusters Score -1.392436e+07 nChanged 23065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 225833 members 
Entering Unmasked Estep 
Score: -13943667.000000 Penalty: 1152.179688
	Iteration 5F: 3 clusters Score -1.394367e+07 nChanged 22580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 245897 members 
Entering Unmasked Estep 
Score: -13965672.000000 Penalty: 1152.179688
	Iteration 6F: 3 clusters Score -1.396567e+07 nChanged 17720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 260985 members 
Entering Unmasked Estep 
Score: -13983484.000000 Penalty: 1152.179688
	Iteration 7F: 3 clusters Score -1.398348e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 270353 members 
Entering Unmasked Estep 
Score: -13993706.000000 Penalty: 1152.179688
	Iteration 8Q: 3 clusters Score -1.399371e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 276935 members 
Entering Unmasked Estep 
Score: -13998943.000000 Penalty: 1152.179688
	Iteration 9Q: 3 clusters Score -1.399894e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 282332 members 
Entering Unmasked Estep 
Score: -14002432.000000 Penalty: 1152.179688
	Iteration 10Q: 3 clusters Score -1.400243e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 286972 members 
Entering Unmasked Estep 
Score: -14004739.000000 Penalty: 1152.179688
	Iteration 11Q: 3 clusters Score -1.400474e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 291093 members 
Entering Unmasked Estep 
Score: -14006617.000000 Penalty: 1152.179688
	Iteration 12Q: 3 clusters Score -1.400662e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 294558 members 
Entering Unmasked Estep 
Score: -14008167.000000 Penalty: 1152.179688
	Iteration 13Q: 3 clusters Score -1.400817e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 297531 members 
Entering Unmasked Estep 
Score: -14009175.000000 Penalty: 1152.179688
	Iteration 14Q: 3 clusters Score -1.400918e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 300061 members 
Entering Unmasked Estep 
Score: -14009961.000000 Penalty: 1152.179688
	Iteration 15Q: 3 clusters Score -1.400996e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 302217 members 
Entering Unmasked Estep 
Score: -14010520.000000 Penalty: 1152.179688
	Iteration 16Q: 3 clusters Score -1.401052e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 303903 members 
Entering Unmasked Estep 
Score: -14010739.000000 Penalty: 1152.179688
	Iteration 17Q: 3 clusters Score -1.401074e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 305339 members 
Entering Unmasked Estep 
Score: -14010872.000000 Penalty: 1152.179688
	Iteration 18Q: 3 clusters Score -1.401087e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 306588 members 
Entering Unmasked Estep 
Score: -14010978.000000 Penalty: 1152.179688
	Iteration 19Q: 3 clusters Score -1.401098e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 307641 members 
Entering Unmasked Estep 
Score: -14011017.000000 Penalty: 1152.179688
	Iteration 20F: 3 clusters Score -1.401102e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 308516 members 
Entering Unmasked Estep 
Score: -14011042.000000 Penalty: 1152.179688
	Iteration 21Q: 3 clusters Score -1.401104e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 309271 members 
Entering Unmasked Estep 
Score: -14011127.000000 Penalty: 1152.179688
	Iteration 22Q: 3 clusters Score -1.401113e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 309914 members 
Entering Unmasked Estep 
Score: -14011085.000000 Penalty: 1152.179688
	Iteration 23Q: 3 clusters Score -1.401108e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 310461 members 
Entering Unmasked Estep 
Score: -14010973.000000 Penalty: 1152.179688
	Iteration 24Q: 3 clusters Score -1.401097e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 310948 members 
Entering Unmasked Estep 
Score: -14010910.000000 Penalty: 1152.179688
	Iteration 25Q: 3 clusters Score -1.401091e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 311356 members 
Entering Unmasked Estep 
Score: -14010797.000000 Penalty: 1152.179688
	Iteration 26Q: 3 clusters Score -1.40108e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 311688 members 
Entering Unmasked Estep 
Score: -14010776.000000 Penalty: 1152.179688
	Iteration 27Q: 3 clusters Score -1.401078e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 312013 members 
Entering Unmasked Estep 
Score: -14010688.000000 Penalty: 1152.179688
	Iteration 28Q: 3 clusters Score -1.401069e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 312306 members 
Entering Unmasked Estep 
Score: -14010617.000000 Penalty: 1152.179688
	Iteration 29Q: 3 clusters Score -1.401062e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 312535 members 
Entering Unmasked Estep 
Score: -14010608.000000 Penalty: 1152.179688
	Iteration 30Q: 3 clusters Score -1.401061e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 312757 members 
Entering Unmasked Estep 
Score: -14010572.000000 Penalty: 1152.179688
	Iteration 31Q: 3 clusters Score -1.401057e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 312956 members 
Entering Unmasked Estep 
Score: -14010581.000000 Penalty: 1152.179688
	Iteration 32Q: 3 clusters Score -1.401058e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 313114 members 
Entering Unmasked Estep 
Score: -14010565.000000 Penalty: 1152.179688
	Iteration 33Q: 3 clusters Score -1.401056e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 313259 members 
Entering Unmasked Estep 
Score: -14010495.000000 Penalty: 1152.179688
	Iteration 34Q: 3 clusters Score -1.40105e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 313380 members 
Entering Unmasked Estep 
Score: -14010455.000000 Penalty: 1152.179688
	Iteration 35Q: 3 clusters Score -1.401046e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 313485 members 
Entering Unmasked Estep 
Score: -14010418.000000 Penalty: 1152.179688
	Iteration 36Q: 3 clusters Score -1.401042e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 313579 members 
Entering Unmasked Estep 
Score: -14010421.000000 Penalty: 1152.179688
	Iteration 37Q: 3 clusters Score -1.401042e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 313658 members 
Entering Unmasked Estep 
Score: -14010428.000000 Penalty: 1152.179688
	Iteration 38Q: 3 clusters Score -1.401043e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 313732 members 
Entering Unmasked Estep 
Score: -14010442.000000 Penalty: 1152.179688
	Iteration 39Q: 3 clusters Score -1.401044e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 313787 members 
Entering Unmasked Estep 
Score: -14010429.000000 Penalty: 1152.179688
	Iteration 40F: 3 clusters Score -1.401043e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 313843 members 
Entering Unmasked Estep 
Score: -14010429.000000 Penalty: 1152.179688
	Iteration 41Q: 3 clusters Score -1.401043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 313896 members 
Entering Unmasked Estep 
Score: -14010419.000000 Penalty: 1152.179688
	Iteration 42Q: 3 clusters Score -1.401042e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 313939 members 
Entering Unmasked Estep 
Score: -14010437.000000 Penalty: 1152.179688
	Iteration 43Q: 3 clusters Score -1.401044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 313989 members 
Entering Unmasked Estep 
Score: -14010413.000000 Penalty: 1152.179688
	Iteration 44Q: 3 clusters Score -1.401041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 314028 members 
Entering Unmasked Estep 
Score: -14010421.000000 Penalty: 1152.179688
	Iteration 45Q: 3 clusters Score -1.401042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 314058 members 
Entering Unmasked Estep 
Score: -14010420.000000 Penalty: 1152.179688
	Iteration 46Q: 3 clusters Score -1.401042e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 314088 members 
Entering Unmasked Estep 
Score: -14010411.000000 Penalty: 1152.179688
	Iteration 47Q: 3 clusters Score -1.401041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 314119 members 
Entering Unmasked Estep 
Score: -14010407.000000 Penalty: 1152.179688
	Iteration 48Q: 3 clusters Score -1.401041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 314147 members 
Entering Unmasked Estep 
Score: -14010404.000000 Penalty: 1152.179688
	Iteration 49Q: 3 clusters Score -1.40104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 314171 members 
Entering Unmasked Estep 
Score: -14010395.000000 Penalty: 1152.179688
	Iteration 50Q: 3 clusters Score -1.40104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 314187 members 
Entering Unmasked Estep 
Score: -14010398.000000 Penalty: 1152.179688
	Iteration 51Q: 3 clusters Score -1.40104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 314199 members 
Entering Unmasked Estep 
Score: -14010398.000000 Penalty: 1152.179688
	Iteration 52Q: 3 clusters Score -1.40104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 314217 members 
Entering Unmasked Estep 
Score: -14010381.000000 Penalty: 1152.179688
	Iteration 53Q: 3 clusters Score -1.401038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 314229 members 
Entering Unmasked Estep 
Score: -14010376.000000 Penalty: 1152.179688
	Iteration 54Q: 3 clusters Score -1.401038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 314245 members 
Entering Unmasked Estep 
Score: -14010362.000000 Penalty: 1152.179688
	Iteration 55Q: 3 clusters Score -1.401036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 314261 members 
Entering Unmasked Estep 
Score: -14010363.000000 Penalty: 1152.179688
	Iteration 56Q: 3 clusters Score -1.401036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 314278 members 
Entering Unmasked Estep 
Score: -14010352.000000 Penalty: 1152.179688
	Iteration 57Q: 3 clusters Score -1.401035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 314286 members 
Entering Unmasked Estep 
Score: -14010345.000000 Penalty: 1152.179688
	Iteration 58Q: 3 clusters Score -1.401034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 314294 members 
Entering Unmasked Estep 
Score: -14010349.000000 Penalty: 1152.179688
	Iteration 59Q: 3 clusters Score -1.401035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 314303 members 
Entering Unmasked Estep 
Score: -14010336.000000 Penalty: 1152.179688
	Iteration 60F: 3 clusters Score -1.401034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 314310 members 
Entering Unmasked Estep 
Score: -14010346.000000 Penalty: 1152.179688
	Iteration 61Q: 3 clusters Score -1.401035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 314318 members 
Entering Unmasked Estep 
Score: -14010347.000000 Penalty: 1152.179688
	Iteration 62Q: 3 clusters Score -1.401035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 314323 members 
Entering Unmasked Estep 
Score: -14010344.000000 Penalty: 1152.179688
	Iteration 63Q: 3 clusters Score -1.401034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 314330 members 
Entering Unmasked Estep 
Score: -14010330.000000 Penalty: 1152.179688
	Iteration 64Q: 3 clusters Score -1.401033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 314336 members 
Entering Unmasked Estep 
Score: -14010329.000000 Penalty: 1152.179688
	Iteration 65Q: 3 clusters Score -1.401033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 314343 members 
Entering Unmasked Estep 
Score: -14010318.000000 Penalty: 1152.179688
	Iteration 66Q: 3 clusters Score -1.401032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 314348 members 
Entering Unmasked Estep 
Score: -14010315.000000 Penalty: 1152.179688
	Iteration 67Q: 3 clusters Score -1.401032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 314354 members 
Entering Unmasked Estep 
Score: -14010319.000000 Penalty: 1152.179688
	Iteration 68Q: 3 clusters Score -1.401032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 314356 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 1152.179688
	Iteration 69Q: 3 clusters Score -1.401031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 314359 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 1152.179688
	Iteration 70Q: 3 clusters Score -1.401031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 314361 members 
Entering Unmasked Estep 
Score: -14010310.000000 Penalty: 1152.179688
	Iteration 71Q: 3 clusters Score -1.401031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 314363 members 
Entering Unmasked Estep 
Score: -14010304.000000 Penalty: 1152.179688
	Iteration 72Q: 3 clusters Score -1.40103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 314365 members 
Entering Unmasked Estep 
Score: -14010311.000000 Penalty: 1152.179688
	Iteration 73Q: 3 clusters Score -1.401031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 314368 members 
Entering Unmasked Estep 
Score: -14010313.000000 Penalty: 1152.179688
	Iteration 74Q: 3 clusters Score -1.401031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 314370 members 
Entering Unmasked Estep 
Score: -14010311.000000 Penalty: 1152.179688
	Iteration 75Q: 3 clusters Score -1.401031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 314375 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 1152.179688
	Iteration 76Q: 3 clusters Score -1.401031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 314380 members 
Entering Unmasked Estep 
Score: -14010303.000000 Penalty: 1152.179688
	Iteration 77Q: 3 clusters Score -1.40103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 314380 members 
Entering Unmasked Estep 
Score: -14010292.000000 Penalty: 1152.179688
	Iteration 78Q: 3 clusters Score -1.401029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -14010288.000000 Penalty: 1152.179688
	Iteration 79Q: 3 clusters Score -1.401029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 314387 members 
Entering Unmasked Estep 
Score: -14010291.000000 Penalty: 1152.179688
	Iteration 80F: 3 clusters Score -1.401029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 314390 members 
Entering Unmasked Estep 
Score: -14010286.000000 Penalty: 1152.179688
	Iteration 81Q: 3 clusters Score -1.401029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 314386 members 
Entering Unmasked Estep 
Score: -14010294.000000 Penalty: 1152.179688
	Iteration 82Q: 3 clusters Score -1.401029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 314382 members 
Entering Unmasked Estep 
Score: -14010303.000000 Penalty: 1152.179688
	Iteration 83Q: 3 clusters Score -1.40103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 314380 members 
Entering Unmasked Estep 
Score: -14010307.000000 Penalty: 1152.179688
	Iteration 84Q: 3 clusters Score -1.401031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 314381 members 
Entering Unmasked Estep 
Score: -14010320.000000 Penalty: 1152.179688
	Iteration 85Q: 3 clusters Score -1.401032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -14010317.000000 Penalty: 1152.179688
	Iteration 86Q: 3 clusters Score -1.401032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 314376 members 
Entering Unmasked Estep 
Score: -14010315.000000 Penalty: 1152.179688
	Iteration 87Q: 3 clusters Score -1.401032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 314374 members 
Entering Unmasked Estep 
Score: -14010325.000000 Penalty: 1152.179688
	Iteration 88Q: 3 clusters Score -1.401032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -14010322.000000 Penalty: 1152.179688
	Iteration 89Q: 3 clusters Score -1.401032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -14010315.000000 Penalty: 1152.179688
	Iteration 90Q: 3 clusters Score -1.401032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -14010315.000000 Penalty: 1152.179688
	Iteration 91F: 3 clusters Score -1.401032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -28513.701172 Penalty: 304.939209
	Iteration 0F: 2 clusters Score -28513.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27833.167969 Penalty: 609.878418
	Iteration 0F: 3 clusters Score -27833.17 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -28080.335938 Penalty: 609.878418
	Iteration 1F: 3 clusters Score -28080.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28154.744141 Penalty: 609.878418
	Iteration 2F: 3 clusters Score -28154.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28204.537109 Penalty: 609.878418
	Iteration 3F: 3 clusters Score -28204.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28274.484375 Penalty: 609.878418
	Iteration 4F: 3 clusters Score -28274.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28364.357422 Penalty: 609.878418
	Iteration 5F: 3 clusters Score -28364.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28446.136719 Penalty: 609.878418
	Iteration 6F: 3 clusters Score -28446.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28559.662109 Penalty: 609.878418
	Iteration 7F: 3 clusters Score -28559.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28636.972656 Penalty: 609.878418
	Iteration 8Q: 3 clusters Score -28636.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28697.906250 Penalty: 609.878418
	Iteration 9Q: 3 clusters Score -28697.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28720.443359 Penalty: 609.878418
	Iteration 10Q: 3 clusters Score -28720.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28728.226562 Penalty: 609.878418
	Iteration 11Q: 3 clusters Score -28728.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28735.158203 Penalty: 609.878418
	Iteration 12Q: 3 clusters Score -28735.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28740.166016 Penalty: 609.878418
	Iteration 13Q: 3 clusters Score -28740.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28746.560547 Penalty: 609.878418
	Iteration 14Q: 3 clusters Score -28746.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28750.515625 Penalty: 609.878418
	Iteration 15Q: 3 clusters Score -28750.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28756.783203 Penalty: 609.878418
	Iteration 16Q: 3 clusters Score -28756.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28759.851562 Penalty: 609.878418
	Iteration 17Q: 3 clusters Score -28759.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28761.281250 Penalty: 609.878418
	Iteration 18Q: 3 clusters Score -28761.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28762.474609 Penalty: 609.878418
	Iteration 19Q: 3 clusters Score -28762.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28763.234375 Penalty: 609.878418
	Iteration 20F: 3 clusters Score -28763.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28763.380859 Penalty: 609.878418
	Iteration 21Q: 3 clusters Score -28763.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28763.380859 Penalty: 609.878418
	Iteration 22F: 3 clusters Score -28763.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 127859 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 22 contains 18349 members 
Entering Unmasked Estep 
Score: -46902652.000000 Penalty: 13305.507812
Splitting cluster 11 changes total score from -46901952.000000 to -46902652.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (127859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Entering Unmasked Estep 
Score: -5520017.000000 Penalty: 535.020081
	Iteration 0F: 2 clusters Score -5520017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -5433471.000000 Penalty: 1070.040161
	Iteration 0F: 3 clusters Score -5433471 nChanged 62404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -5471475.000000 Penalty: 1070.040161
	Iteration 1F: 3 clusters Score -5471475 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5473972.500000 Penalty: 1070.040161
	Iteration 2Q: 3 clusters Score -5473972 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5478712.000000 Penalty: 1070.040161
	Iteration 3F: 3 clusters Score -5478712 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -5486768.500000 Penalty: 1070.040161
	Iteration 4F: 3 clusters Score -5486768 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5497095.500000 Penalty: 1070.040161
	Iteration 5F: 3 clusters Score -5497096 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -5506371.500000 Penalty: 1070.040161
	Iteration 6F: 3 clusters Score -5506372 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5512600.500000 Penalty: 1070.040161
	Iteration 7Q: 3 clusters Score -5512600 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5516217.500000 Penalty: 1070.040161
	Iteration 8Q: 3 clusters Score -5516218 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126067 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5518051.500000 Penalty: 1070.040161
	Iteration 9Q: 3 clusters Score -5518052 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5518979.500000 Penalty: 1070.040161
	Iteration 10Q: 3 clusters Score -5518980 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5519404.500000 Penalty: 1070.040161
	Iteration 11Q: 3 clusters Score -5519404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5519572.000000 Penalty: 1070.040161
	Iteration 12Q: 3 clusters Score -5519572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5519628.000000 Penalty: 1070.040161
	Iteration 13Q: 3 clusters Score -5519628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5519661.500000 Penalty: 1070.040161
	Iteration 14Q: 3 clusters Score -5519662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127710 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5519684.500000 Penalty: 1070.040161
	Iteration 15Q: 3 clusters Score -5519684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5519688.500000 Penalty: 1070.040161
	Iteration 16Q: 3 clusters Score -5519688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5519692.000000 Penalty: 1070.040161
	Iteration 17Q: 3 clusters Score -5519692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127690 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5519701.500000 Penalty: 1070.040161
	Iteration 18Q: 3 clusters Score -5519702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5519706.000000 Penalty: 1070.040161
	Iteration 19Q: 3 clusters Score -5519706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127685 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5519713.000000 Penalty: 1070.040161
	Iteration 20F: 3 clusters Score -5519713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5519728.000000 Penalty: 1070.040161
	Iteration 21Q: 3 clusters Score -5519728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127677 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5519738.500000 Penalty: 1070.040161
	Iteration 22Q: 3 clusters Score -5519738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5519747.000000 Penalty: 1070.040161
	Iteration 23Q: 3 clusters Score -5519747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5519755.000000 Penalty: 1070.040161
	Iteration 24Q: 3 clusters Score -5519755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5519775.000000 Penalty: 1070.040161
	Iteration 25Q: 3 clusters Score -5519775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5519792.500000 Penalty: 1070.040161
	Iteration 26Q: 3 clusters Score -5519792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5519806.000000 Penalty: 1070.040161
	Iteration 27Q: 3 clusters Score -5519806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5519812.500000 Penalty: 1070.040161
	Iteration 28Q: 3 clusters Score -5519812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127629 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5519818.500000 Penalty: 1070.040161
	Iteration 29Q: 3 clusters Score -5519818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5519828.500000 Penalty: 1070.040161
	Iteration 30Q: 3 clusters Score -5519828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5519827.500000 Penalty: 1070.040161
	Iteration 31Q: 3 clusters Score -5519828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5519828.000000 Penalty: 1070.040161
	Iteration 32Q: 3 clusters Score -5519828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5519829.500000 Penalty: 1070.040161
	Iteration 33Q: 3 clusters Score -5519830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5519832.000000 Penalty: 1070.040161
	Iteration 34Q: 3 clusters Score -5519832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5519832.500000 Penalty: 1070.040161
	Iteration 35Q: 3 clusters Score -5519832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5519835.000000 Penalty: 1070.040161
	Iteration 36F: 3 clusters Score -5519835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5519842.500000 Penalty: 1070.040161
	Iteration 37Q: 3 clusters Score -5519842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5519844.500000 Penalty: 1070.040161
	Iteration 38Q: 3 clusters Score -5519844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5519847.000000 Penalty: 1070.040161
	Iteration 39Q: 3 clusters Score -5519847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5519852.500000 Penalty: 1070.040161
	Iteration 40F: 3 clusters Score -5519852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5519865.000000 Penalty: 1070.040161
	Iteration 41Q: 3 clusters Score -5519865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5519872.000000 Penalty: 1070.040161
	Iteration 42Q: 3 clusters Score -5519872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5519892.500000 Penalty: 1070.040161
	Iteration 43Q: 3 clusters Score -5519892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5519905.500000 Penalty: 1070.040161
	Iteration 44Q: 3 clusters Score -5519906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5519931.500000 Penalty: 1070.040161
	Iteration 45Q: 3 clusters Score -5519932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5519970.000000 Penalty: 1070.040161
	Iteration 46Q: 3 clusters Score -5519970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127442 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5519984.000000 Penalty: 1070.040161
	Iteration 47Q: 3 clusters Score -5519984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5519988.000000 Penalty: 1070.040161
	Iteration 48Q: 3 clusters Score -5519988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5519981.000000 Penalty: 1070.040161
	Iteration 49Q: 3 clusters Score -5519981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5519992.000000 Penalty: 1070.040161
	Iteration 50Q: 3 clusters Score -5519992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5519998.000000 Penalty: 1070.040161
	Iteration 51Q: 3 clusters Score -5519998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5520000.500000 Penalty: 1070.040161
	Iteration 52Q: 3 clusters Score -5520000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5519995.500000 Penalty: 1070.040161
	Iteration 53Q: 3 clusters Score -5519996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5519997.500000 Penalty: 1070.040161
	Iteration 54Q: 3 clusters Score -5519998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5520001.000000 Penalty: 1070.040161
	Iteration 55Q: 3 clusters Score -5520001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5520008.000000 Penalty: 1070.040161
	Iteration 56Q: 3 clusters Score -5520008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5520005.000000 Penalty: 1070.040161
	Iteration 57Q: 3 clusters Score -5520005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5520002.500000 Penalty: 1070.040161
	Iteration 58Q: 3 clusters Score -5520002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5520000.500000 Penalty: 1070.040161
	Iteration 59Q: 3 clusters Score -5520000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127330 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5520022.000000 Penalty: 1070.040161
	Iteration 60F: 3 clusters Score -5520022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5520029.000000 Penalty: 1070.040161
	Iteration 61Q: 3 clusters Score -5520029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5520037.000000 Penalty: 1070.040161
	Iteration 62Q: 3 clusters Score -5520037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5520047.000000 Penalty: 1070.040161
	Iteration 63Q: 3 clusters Score -5520047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5520053.000000 Penalty: 1070.040161
	Iteration 64Q: 3 clusters Score -5520053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127257 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5520050.500000 Penalty: 1070.040161
	Iteration 65Q: 3 clusters Score -5520050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5520060.000000 Penalty: 1070.040161
	Iteration 66Q: 3 clusters Score -5520060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5520064.000000 Penalty: 1070.040161
	Iteration 67Q: 3 clusters Score -5520064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127232 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5520064.500000 Penalty: 1070.040161
	Iteration 68Q: 3 clusters Score -5520064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127220 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5520070.500000 Penalty: 1070.040161
	Iteration 69Q: 3 clusters Score -5520070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5520073.000000 Penalty: 1070.040161
	Iteration 70Q: 3 clusters Score -5520073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5520071.500000 Penalty: 1070.040161
	Iteration 71Q: 3 clusters Score -5520072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5520073.000000 Penalty: 1070.040161
	Iteration 72Q: 3 clusters Score -5520073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5520074.000000 Penalty: 1070.040161
	Iteration 73Q: 3 clusters Score -5520074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5520076.500000 Penalty: 1070.040161
	Iteration 74Q: 3 clusters Score -5520076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5520078.500000 Penalty: 1070.040161
	Iteration 75Q: 3 clusters Score -5520078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5520078.500000 Penalty: 1070.040161
	Iteration 76Q: 3 clusters Score -5520078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5520079.000000 Penalty: 1070.040161
	Iteration 77Q: 3 clusters Score -5520079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5520080.000000 Penalty: 1070.040161
	Iteration 78Q: 3 clusters Score -5520080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5520082.000000 Penalty: 1070.040161
	Iteration 79Q: 3 clusters Score -5520082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5520083.500000 Penalty: 1070.040161
	Iteration 80F: 3 clusters Score -5520084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5520084.000000 Penalty: 1070.040161
	Iteration 81Q: 3 clusters Score -5520084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5520085.000000 Penalty: 1070.040161
	Iteration 82Q: 3 clusters Score -5520085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5520087.500000 Penalty: 1070.040161
	Iteration 83Q: 3 clusters Score -5520088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5520089.500000 Penalty: 1070.040161
	Iteration 84Q: 3 clusters Score -5520090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5520090.000000 Penalty: 1070.040161
	Iteration 85Q: 3 clusters Score -5520090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5520089.500000 Penalty: 1070.040161
	Iteration 86Q: 3 clusters Score -5520090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5520089.500000 Penalty: 1070.040161
	Iteration 87F: 3 clusters Score -5520090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 127107 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 18349 members 
Entering Unmasked Estep 
Score: -46902684.000000 Penalty: 13939.103516
Splitting cluster 12 changes total score from -46901952.000000 to -46902684.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (28831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Entering Unmasked Estep 
Score: -1319834.000000 Penalty: 467.248871
	Iteration 0F: 2 clusters Score -1319834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1300702.875000 Penalty: 934.497742
	Iteration 0F: 3 clusters Score -1300703 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1308569.750000 Penalty: 934.497742
	Iteration 1F: 3 clusters Score -1308570 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1308832.250000 Penalty: 934.497742
	Iteration 2Q: 3 clusters Score -1308832 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1309229.500000 Penalty: 934.497742
	Iteration 3Q: 3 clusters Score -1309230 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1309887.875000 Penalty: 934.497742
	Iteration 4Q: 3 clusters Score -1309888 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1311038.875000 Penalty: 934.497742
	Iteration 5F: 3 clusters Score -1311039 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1312775.500000 Penalty: 934.497742
	Iteration 6F: 3 clusters Score -1312776 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1314830.250000 Penalty: 934.497742
	Iteration 7F: 3 clusters Score -1314830 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1316418.125000 Penalty: 934.497742
	Iteration 8F: 3 clusters Score -1316418 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1317192.125000 Penalty: 934.497742
	Iteration 9Q: 3 clusters Score -1317192 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1317529.875000 Penalty: 934.497742
	Iteration 10Q: 3 clusters Score -1317530 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -1317709.000000 Penalty: 934.497742
	Iteration 11Q: 3 clusters Score -1317709 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -1317834.750000 Penalty: 934.497742
	Iteration 12Q: 3 clusters Score -1317835 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1317953.250000 Penalty: 934.497742
	Iteration 13Q: 3 clusters Score -1317953 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1318069.125000 Penalty: 934.497742
	Iteration 14Q: 3 clusters Score -1318069 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1318165.500000 Penalty: 934.497742
	Iteration 15Q: 3 clusters Score -1318166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -1318257.875000 Penalty: 934.497742
	Iteration 16Q: 3 clusters Score -1318258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -1318322.375000 Penalty: 934.497742
	Iteration 17Q: 3 clusters Score -1318322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -1318369.875000 Penalty: 934.497742
	Iteration 18Q: 3 clusters Score -1318370 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1318424.750000 Penalty: 934.497742
	Iteration 19Q: 3 clusters Score -1318425 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -1318457.125000 Penalty: 934.497742
	Iteration 20F: 3 clusters Score -1318457 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -1318500.125000 Penalty: 934.497742
	Iteration 21Q: 3 clusters Score -1318500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -1318543.625000 Penalty: 934.497742
	Iteration 22Q: 3 clusters Score -1318544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1318583.125000 Penalty: 934.497742
	Iteration 23Q: 3 clusters Score -1318583 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -1318621.125000 Penalty: 934.497742
	Iteration 24Q: 3 clusters Score -1318621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -1318653.000000 Penalty: 934.497742
	Iteration 25Q: 3 clusters Score -1318653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -1318691.250000 Penalty: 934.497742
	Iteration 26Q: 3 clusters Score -1318691 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1318713.875000 Penalty: 934.497742
	Iteration 27Q: 3 clusters Score -1318714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1318736.750000 Penalty: 934.497742
	Iteration 28Q: 3 clusters Score -1318737 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -1318763.875000 Penalty: 934.497742
	Iteration 29Q: 3 clusters Score -1318764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1318788.375000 Penalty: 934.497742
	Iteration 30Q: 3 clusters Score -1318788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -1318813.750000 Penalty: 934.497742
	Iteration 31Q: 3 clusters Score -1318814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -1318844.750000 Penalty: 934.497742
	Iteration 32Q: 3 clusters Score -1318845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -1318870.250000 Penalty: 934.497742
	Iteration 33Q: 3 clusters Score -1318870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -1318895.875000 Penalty: 934.497742
	Iteration 34Q: 3 clusters Score -1318896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1318924.875000 Penalty: 934.497742
	Iteration 35Q: 3 clusters Score -1318925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -1318952.625000 Penalty: 934.497742
	Iteration 36Q: 3 clusters Score -1318953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1318984.625000 Penalty: 934.497742
	Iteration 37Q: 3 clusters Score -1318985 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -1319029.750000 Penalty: 934.497742
	Iteration 38Q: 3 clusters Score -1319030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -1319066.000000 Penalty: 934.497742
	Iteration 39Q: 3 clusters Score -1319066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -1319088.625000 Penalty: 934.497742
	Iteration 40F: 3 clusters Score -1319089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1319111.125000 Penalty: 934.497742
	Iteration 41Q: 3 clusters Score -1319111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -1319135.250000 Penalty: 934.497742
	Iteration 42Q: 3 clusters Score -1319135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1319154.750000 Penalty: 934.497742
	Iteration 43Q: 3 clusters Score -1319155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -1319172.500000 Penalty: 934.497742
	Iteration 44Q: 3 clusters Score -1319172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1319192.500000 Penalty: 934.497742
	Iteration 45Q: 3 clusters Score -1319192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -1319216.125000 Penalty: 934.497742
	Iteration 46Q: 3 clusters Score -1319216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -1319229.000000 Penalty: 934.497742
	Iteration 47Q: 3 clusters Score -1319229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -1319239.250000 Penalty: 934.497742
	Iteration 48Q: 3 clusters Score -1319239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -1319250.250000 Penalty: 934.497742
	Iteration 49Q: 3 clusters Score -1319250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -1319265.625000 Penalty: 934.497742
	Iteration 50Q: 3 clusters Score -1319266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1319275.125000 Penalty: 934.497742
	Iteration 51Q: 3 clusters Score -1319275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -1319285.750000 Penalty: 934.497742
	Iteration 52Q: 3 clusters Score -1319286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -1319294.625000 Penalty: 934.497742
	Iteration 53Q: 3 clusters Score -1319295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -1319316.375000 Penalty: 934.497742
	Iteration 54Q: 3 clusters Score -1319316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -1319341.375000 Penalty: 934.497742
	Iteration 55Q: 3 clusters Score -1319341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -1319368.250000 Penalty: 934.497742
	Iteration 56Q: 3 clusters Score -1319368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -1319391.750000 Penalty: 934.497742
	Iteration 57Q: 3 clusters Score -1319392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -1319400.500000 Penalty: 934.497742
	Iteration 58Q: 3 clusters Score -1319400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -1319411.500000 Penalty: 934.497742
	Iteration 59Q: 3 clusters Score -1319412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -1319418.125000 Penalty: 934.497742
	Iteration 60F: 3 clusters Score -1319418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -1319425.625000 Penalty: 934.497742
	Iteration 61Q: 3 clusters Score -1319426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1319429.750000 Penalty: 934.497742
	Iteration 62Q: 3 clusters Score -1319430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -1319431.625000 Penalty: 934.497742
	Iteration 63Q: 3 clusters Score -1319432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -1319431.500000 Penalty: 934.497742
	Iteration 64Q: 3 clusters Score -1319432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -1319435.875000 Penalty: 934.497742
	Iteration 65Q: 3 clusters Score -1319436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -1319440.000000 Penalty: 934.497742
	Iteration 66Q: 3 clusters Score -1319440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -1319446.125000 Penalty: 934.497742
	Iteration 67Q: 3 clusters Score -1319446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -1319448.625000 Penalty: 934.497742
	Iteration 68Q: 3 clusters Score -1319449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1319453.875000 Penalty: 934.497742
	Iteration 69Q: 3 clusters Score -1319454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -1319456.125000 Penalty: 934.497742
	Iteration 70Q: 3 clusters Score -1319456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1319463.375000 Penalty: 934.497742
	Iteration 71Q: 3 clusters Score -1319463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -1319463.875000 Penalty: 934.497742
	Iteration 72Q: 3 clusters Score -1319464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1319467.625000 Penalty: 934.497742
	Iteration 73Q: 3 clusters Score -1319468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -1319469.500000 Penalty: 934.497742
	Iteration 74Q: 3 clusters Score -1319470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -1319471.125000 Penalty: 934.497742
	Iteration 75Q: 3 clusters Score -1319471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -1319475.000000 Penalty: 934.497742
	Iteration 76Q: 3 clusters Score -1319475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -1319475.625000 Penalty: 934.497742
	Iteration 77Q: 3 clusters Score -1319476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1319478.000000 Penalty: 934.497742
	Iteration 78Q: 3 clusters Score -1319478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -1319479.125000 Penalty: 934.497742
	Iteration 79Q: 3 clusters Score -1319479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -1319481.000000 Penalty: 934.497742
	Iteration 80F: 3 clusters Score -1319481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -1319482.000000 Penalty: 934.497742
	Iteration 81Q: 3 clusters Score -1319482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -1319483.375000 Penalty: 934.497742
	Iteration 82Q: 3 clusters Score -1319483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -1319485.375000 Penalty: 934.497742
	Iteration 83Q: 3 clusters Score -1319485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -1319488.125000 Penalty: 934.497742
	Iteration 84Q: 3 clusters Score -1319488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -1319491.625000 Penalty: 934.497742
	Iteration 85Q: 3 clusters Score -1319492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -1319492.750000 Penalty: 934.497742
	Iteration 86Q: 3 clusters Score -1319493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -1319497.750000 Penalty: 934.497742
	Iteration 87Q: 3 clusters Score -1319498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -1319505.375000 Penalty: 934.497742
	Iteration 88Q: 3 clusters Score -1319505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -1319506.125000 Penalty: 934.497742
	Iteration 89Q: 3 clusters Score -1319506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -1319511.125000 Penalty: 934.497742
	Iteration 90Q: 3 clusters Score -1319511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1319511.250000 Penalty: 934.497742
	Iteration 91Q: 3 clusters Score -1319511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -1319512.625000 Penalty: 934.497742
	Iteration 92Q: 3 clusters Score -1319513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -1319511.375000 Penalty: 934.497742
	Iteration 93Q: 3 clusters Score -1319511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1319512.750000 Penalty: 934.497742
	Iteration 94Q: 3 clusters Score -1319513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1319512.750000 Penalty: 934.497742
	Iteration 95F: 3 clusters Score -1319513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -135266.125000 Penalty: 367.523834
	Iteration 0F: 2 clusters Score -135266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -133095.484375 Penalty: 735.047668
	Iteration 0F: 3 clusters Score -133095.5 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -134298.562500 Penalty: 735.047668
	Iteration 1F: 3 clusters Score -134298.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -134659.625000 Penalty: 735.047668
	Iteration 2F: 3 clusters Score -134659.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -134923.921875 Penalty: 735.047668
	Iteration 3F: 3 clusters Score -134923.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -135071.453125 Penalty: 735.047668
	Iteration 4F: 3 clusters Score -135071.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -135157.484375 Penalty: 735.047668
	Iteration 5Q: 3 clusters Score -135157.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -135220.890625 Penalty: 735.047668
	Iteration 6Q: 3 clusters Score -135220.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -135255.906250 Penalty: 735.047668
	Iteration 7Q: 3 clusters Score -135255.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -135275.250000 Penalty: 735.047668
	Iteration 8Q: 3 clusters Score -135275.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -135287.421875 Penalty: 735.047668
	Iteration 9Q: 3 clusters Score -135287.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -135295.843750 Penalty: 735.047668
	Iteration 10Q: 3 clusters Score -135295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -135300.312500 Penalty: 735.047668
	Iteration 11Q: 3 clusters Score -135300.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -135304.390625 Penalty: 735.047668
	Iteration 12Q: 3 clusters Score -135304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -135306.171875 Penalty: 735.047668
	Iteration 13Q: 3 clusters Score -135306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -135307.609375 Penalty: 735.047668
	Iteration 14Q: 3 clusters Score -135307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -135308.609375 Penalty: 735.047668
	Iteration 15Q: 3 clusters Score -135308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -135308.968750 Penalty: 735.047668
	Iteration 16Q: 3 clusters Score -135309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -135310.312500 Penalty: 735.047668
	Iteration 17Q: 3 clusters Score -135310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -135311.296875 Penalty: 735.047668
	Iteration 18Q: 3 clusters Score -135311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -135311.734375 Penalty: 735.047668
	Iteration 19Q: 3 clusters Score -135311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -135312.187500 Penalty: 735.047668
	Iteration 20F: 3 clusters Score -135312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -135313.000000 Penalty: 735.047668
	Iteration 21Q: 3 clusters Score -135313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -135314.984375 Penalty: 735.047668
	Iteration 22Q: 3 clusters Score -135315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -135316.250000 Penalty: 735.047668
	Iteration 23Q: 3 clusters Score -135316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -135317.375000 Penalty: 735.047668
	Iteration 24Q: 3 clusters Score -135317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -135317.718750 Penalty: 735.047668
	Iteration 25Q: 3 clusters Score -135317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -135317.859375 Penalty: 735.047668
	Iteration 26Q: 3 clusters Score -135317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -135317.984375 Penalty: 735.047668
	Iteration 27Q: 3 clusters Score -135318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -135317.968750 Penalty: 735.047668
	Iteration 28Q: 3 clusters Score -135318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -135318.406250 Penalty: 735.047668
	Iteration 29Q: 3 clusters Score -135318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -135318.671875 Penalty: 735.047668
	Iteration 30Q: 3 clusters Score -135318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -135319.546875 Penalty: 735.047668
	Iteration 31Q: 3 clusters Score -135319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -135320.156250 Penalty: 735.047668
	Iteration 32Q: 3 clusters Score -135320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -135320.687500 Penalty: 735.047668
	Iteration 33Q: 3 clusters Score -135320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -135320.718750 Penalty: 735.047668
	Iteration 34Q: 3 clusters Score -135320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -135320.718750 Penalty: 735.047668
	Iteration 35F: 3 clusters Score -135320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 127107 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 2685 members 
Entering Unmasked Estep 
Score: -46902424.000000 Penalty: 14572.699219
Splitting cluster 14 changes total score from -46901952.000000 to -46902424.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -164488.140625 Penalty: 373.449158
	Iteration 0F: 2 clusters Score -164488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -161945.078125 Penalty: 746.898315
	Iteration 0F: 3 clusters Score -161945.1 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -162995.062500 Penalty: 746.898315
	Iteration 1F: 3 clusters Score -162995.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -163226.687500 Penalty: 746.898315
	Iteration 2F: 3 clusters Score -163226.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -163431.375000 Penalty: 746.898315
	Iteration 3F: 3 clusters Score -163431.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -163611.531250 Penalty: 746.898315
	Iteration 4F: 3 clusters Score -163611.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -163775.828125 Penalty: 746.898315
	Iteration 5F: 3 clusters Score -163775.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -163860.531250 Penalty: 746.898315
	Iteration 6Q: 3 clusters Score -163860.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -163915.656250 Penalty: 746.898315
	Iteration 7Q: 3 clusters Score -163915.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -163953.015625 Penalty: 746.898315
	Iteration 8Q: 3 clusters Score -163953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -163975.859375 Penalty: 746.898315
	Iteration 9Q: 3 clusters Score -163975.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -164004.812500 Penalty: 746.898315
	Iteration 10Q: 3 clusters Score -164004.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -164026.390625 Penalty: 746.898315
	Iteration 11Q: 3 clusters Score -164026.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -164054.500000 Penalty: 746.898315
	Iteration 12Q: 3 clusters Score -164054.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -164088.546875 Penalty: 746.898315
	Iteration 13Q: 3 clusters Score -164088.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -164131.890625 Penalty: 746.898315
	Iteration 14Q: 3 clusters Score -164131.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -164159.812500 Penalty: 746.898315
	Iteration 15Q: 3 clusters Score -164159.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -164174.531250 Penalty: 746.898315
	Iteration 16Q: 3 clusters Score -164174.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -164180.125000 Penalty: 746.898315
	Iteration 17Q: 3 clusters Score -164180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -164185.312500 Penalty: 746.898315
	Iteration 18Q: 3 clusters Score -164185.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -164190.406250 Penalty: 746.898315
	Iteration 19Q: 3 clusters Score -164190.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -164196.562500 Penalty: 746.898315
	Iteration 20F: 3 clusters Score -164196.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -164199.828125 Penalty: 746.898315
	Iteration 21Q: 3 clusters Score -164199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -164201.390625 Penalty: 746.898315
	Iteration 22Q: 3 clusters Score -164201.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -164204.000000 Penalty: 746.898315
	Iteration 23Q: 3 clusters Score -164204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -164206.296875 Penalty: 746.898315
	Iteration 24Q: 3 clusters Score -164206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -164208.296875 Penalty: 746.898315
	Iteration 25Q: 3 clusters Score -164208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -164210.515625 Penalty: 746.898315
	Iteration 26Q: 3 clusters Score -164210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -164212.734375 Penalty: 746.898315
	Iteration 27Q: 3 clusters Score -164212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -164213.468750 Penalty: 746.898315
	Iteration 28Q: 3 clusters Score -164213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -164214.859375 Penalty: 746.898315
	Iteration 29Q: 3 clusters Score -164214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -164216.843750 Penalty: 746.898315
	Iteration 30Q: 3 clusters Score -164216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -164218.515625 Penalty: 746.898315
	Iteration 31Q: 3 clusters Score -164218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -164219.109375 Penalty: 746.898315
	Iteration 32Q: 3 clusters Score -164219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -164219.796875 Penalty: 746.898315
	Iteration 33Q: 3 clusters Score -164219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -164219.734375 Penalty: 746.898315
	Iteration 34Q: 3 clusters Score -164219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -164219.984375 Penalty: 746.898315
	Iteration 35Q: 3 clusters Score -164220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -164219.984375 Penalty: 746.898315
	Iteration 36F: 3 clusters Score -164220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -833501.500000 Penalty: 449.131195
	Iteration 0F: 2 clusters Score -833501.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -820633.187500 Penalty: 898.262390
	Iteration 0F: 3 clusters Score -820633.2 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -826465.437500 Penalty: 898.262390
	Iteration 1F: 3 clusters Score -826465.4 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -827382.875000 Penalty: 898.262390
	Iteration 2F: 3 clusters Score -827382.9 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -828933.062500 Penalty: 898.262390
	Iteration 3F: 3 clusters Score -828933.1 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -830959.375000 Penalty: 898.262390
	Iteration 4F: 3 clusters Score -830959.4 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -832980.187500 Penalty: 898.262390
	Iteration 5F: 3 clusters Score -832980.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -833604.625000 Penalty: 898.262390
	Iteration 6Q: 3 clusters Score -833604.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -833699.750000 Penalty: 898.262390
	Iteration 7Q: 3 clusters Score -833699.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -833739.812500 Penalty: 898.262390
	Iteration 8Q: 3 clusters Score -833739.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -833762.937500 Penalty: 898.262390
	Iteration 9Q: 3 clusters Score -833762.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -833778.875000 Penalty: 898.262390
	Iteration 10Q: 3 clusters Score -833778.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -833787.625000 Penalty: 898.262390
	Iteration 11Q: 3 clusters Score -833787.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -833790.687500 Penalty: 898.262390
	Iteration 12Q: 3 clusters Score -833790.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -833791.937500 Penalty: 898.262390
	Iteration 13Q: 3 clusters Score -833791.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -833795.000000 Penalty: 898.262390
	Iteration 14Q: 3 clusters Score -833795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -833794.562500 Penalty: 898.262390
	Iteration 15Q: 3 clusters Score -833794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -833792.562500 Penalty: 898.262390
	Iteration 16Q: 3 clusters Score -833792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -833792.000000 Penalty: 898.262390
	Iteration 17Q: 3 clusters Score -833792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -833792.312500 Penalty: 898.262390
	Iteration 18Q: 3 clusters Score -833792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -833794.687500 Penalty: 898.262390
	Iteration 19Q: 3 clusters Score -833794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -833792.937500 Penalty: 898.262390
	Iteration 20F: 3 clusters Score -833792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -833791.562500 Penalty: 898.262390
	Iteration 21Q: 3 clusters Score -833791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -833790.812500 Penalty: 898.262390
	Iteration 22Q: 3 clusters Score -833790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -833791.875000 Penalty: 898.262390
	Iteration 23Q: 3 clusters Score -833791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -833791.750000 Penalty: 898.262390
	Iteration 24Q: 3 clusters Score -833791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -833791.687500 Penalty: 898.262390
	Iteration 25Q: 3 clusters Score -833791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -833791.937500 Penalty: 898.262390
	Iteration 26Q: 3 clusters Score -833791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -833792.000000 Penalty: 898.262390
	Iteration 27Q: 3 clusters Score -833792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -833792.250000 Penalty: 898.262390
	Iteration 28Q: 3 clusters Score -833792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -833792.687500 Penalty: 898.262390
	Iteration 29Q: 3 clusters Score -833792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -833793.062500 Penalty: 898.262390
	Iteration 30Q: 3 clusters Score -833793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -833794.562500 Penalty: 898.262390
	Iteration 31Q: 3 clusters Score -833794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -833794.125000 Penalty: 898.262390
	Iteration 32Q: 3 clusters Score -833794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -833793.687500 Penalty: 898.262390
	Iteration 33Q: 3 clusters Score -833793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -833793.687500 Penalty: 898.262390
	Iteration 34F: 3 clusters Score -833793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 127107 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 2685 members 
Mstep: Class 24 contains 12094 members 
Entering Unmasked Estep 
Score: -46902696.000000 Penalty: 15206.294922
Splitting cluster 18 changes total score from -46901952.000000 to -46902696.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -256118.312500 Penalty: 394.293243
	Iteration 0F: 2 clusters Score -256118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -252254.531250 Penalty: 788.586487
	Iteration 0F: 3 clusters Score -252254.5 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -253835.031250 Penalty: 788.586487
	Iteration 1F: 3 clusters Score -253835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -254101.156250 Penalty: 788.586487
	Iteration 2F: 3 clusters Score -254101.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -254451.437500 Penalty: 788.586487
	Iteration 3F: 3 clusters Score -254451.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -254813.812500 Penalty: 788.586487
	Iteration 4F: 3 clusters Score -254813.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -255142.437500 Penalty: 788.586487
	Iteration 5F: 3 clusters Score -255142.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -255346.031250 Penalty: 788.586487
	Iteration 6Q: 3 clusters Score -255346 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -255437.062500 Penalty: 788.586487
	Iteration 7Q: 3 clusters Score -255437.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -255485.578125 Penalty: 788.586487
	Iteration 8Q: 3 clusters Score -255485.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -255517.937500 Penalty: 788.586487
	Iteration 9Q: 3 clusters Score -255517.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -255547.421875 Penalty: 788.586487
	Iteration 10Q: 3 clusters Score -255547.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -255585.671875 Penalty: 788.586487
	Iteration 11Q: 3 clusters Score -255585.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -255621.578125 Penalty: 788.586487
	Iteration 12Q: 3 clusters Score -255621.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -255646.671875 Penalty: 788.586487
	Iteration 13Q: 3 clusters Score -255646.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -255660.953125 Penalty: 788.586487
	Iteration 14Q: 3 clusters Score -255661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -255670.765625 Penalty: 788.586487
	Iteration 15Q: 3 clusters Score -255670.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -255679.765625 Penalty: 788.586487
	Iteration 16Q: 3 clusters Score -255679.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -255685.218750 Penalty: 788.586487
	Iteration 17Q: 3 clusters Score -255685.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -255689.578125 Penalty: 788.586487
	Iteration 18Q: 3 clusters Score -255689.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -255694.640625 Penalty: 788.586487
	Iteration 19Q: 3 clusters Score -255694.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -255697.875000 Penalty: 788.586487
	Iteration 20F: 3 clusters Score -255697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -255702.453125 Penalty: 788.586487
	Iteration 21Q: 3 clusters Score -255702.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -255706.812500 Penalty: 788.586487
	Iteration 22Q: 3 clusters Score -255706.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -255709.343750 Penalty: 788.586487
	Iteration 23Q: 3 clusters Score -255709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -255710.468750 Penalty: 788.586487
	Iteration 24Q: 3 clusters Score -255710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -255710.812500 Penalty: 788.586487
	Iteration 25Q: 3 clusters Score -255710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -255711.890625 Penalty: 788.586487
	Iteration 26Q: 3 clusters Score -255711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -255713.765625 Penalty: 788.586487
	Iteration 27Q: 3 clusters Score -255713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -255715.078125 Penalty: 788.586487
	Iteration 28Q: 3 clusters Score -255715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -255716.453125 Penalty: 788.586487
	Iteration 29Q: 3 clusters Score -255716.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -255716.906250 Penalty: 788.586487
	Iteration 30Q: 3 clusters Score -255716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -255719.625000 Penalty: 788.586487
	Iteration 31Q: 3 clusters Score -255719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -255720.656250 Penalty: 788.586487
	Iteration 32Q: 3 clusters Score -255720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -255722.453125 Penalty: 788.586487
	Iteration 33Q: 3 clusters Score -255722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -255725.328125 Penalty: 788.586487
	Iteration 34Q: 3 clusters Score -255725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -255727.234375 Penalty: 788.586487
	Iteration 35Q: 3 clusters Score -255727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -255729.500000 Penalty: 788.586487
	Iteration 36Q: 3 clusters Score -255729.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -255732.718750 Penalty: 788.586487
	Iteration 37Q: 3 clusters Score -255732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -255733.015625 Penalty: 788.586487
	Iteration 38Q: 3 clusters Score -255733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -255734.406250 Penalty: 788.586487
	Iteration 39Q: 3 clusters Score -255734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -255735.859375 Penalty: 788.586487
	Iteration 40F: 3 clusters Score -255735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -255736.906250 Penalty: 788.586487
	Iteration 41Q: 3 clusters Score -255736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -255738.078125 Penalty: 788.586487
	Iteration 42Q: 3 clusters Score -255738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -255739.250000 Penalty: 788.586487
	Iteration 43Q: 3 clusters Score -255739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -255739.625000 Penalty: 788.586487
	Iteration 44Q: 3 clusters Score -255739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -255740.531250 Penalty: 788.586487
	Iteration 45Q: 3 clusters Score -255740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -255740.546875 Penalty: 788.586487
	Iteration 46Q: 3 clusters Score -255740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -255741.125000 Penalty: 788.586487
	Iteration 47Q: 3 clusters Score -255741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -255741.109375 Penalty: 788.586487
	Iteration 48Q: 3 clusters Score -255741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -255742.546875 Penalty: 788.586487
	Iteration 49Q: 3 clusters Score -255742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -255743.562500 Penalty: 788.586487
	Iteration 50Q: 3 clusters Score -255743.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -255745.343750 Penalty: 788.586487
	Iteration 51Q: 3 clusters Score -255745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -255746.015625 Penalty: 788.586487
	Iteration 52Q: 3 clusters Score -255746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -255746.781250 Penalty: 788.586487
	Iteration 53Q: 3 clusters Score -255746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -255747.343750 Penalty: 788.586487
	Iteration 54Q: 3 clusters Score -255747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -255747.343750 Penalty: 788.586487
	Iteration 55Q: 3 clusters Score -255747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -255747.343750 Penalty: 788.586487
	Iteration 56F: 3 clusters Score -255747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -35803.804688 Penalty: 302.939484
	Iteration 0F: 2 clusters Score -35803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35140.726562 Penalty: 605.878967
	Iteration 0F: 3 clusters Score -35140.73 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -35344.968750 Penalty: 605.878967
	Iteration 1F: 3 clusters Score -35344.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35385.347656 Penalty: 605.878967
	Iteration 2F: 3 clusters Score -35385.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35406.414062 Penalty: 605.878967
	Iteration 3Q: 3 clusters Score -35406.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35417.625000 Penalty: 605.878967
	Iteration 4Q: 3 clusters Score -35417.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -35423.722656 Penalty: 605.878967
	Iteration 5Q: 3 clusters Score -35423.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35427.902344 Penalty: 605.878967
	Iteration 6Q: 3 clusters Score -35427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35432.933594 Penalty: 605.878967
	Iteration 7Q: 3 clusters Score -35432.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35439.769531 Penalty: 605.878967
	Iteration 8Q: 3 clusters Score -35439.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -35445.410156 Penalty: 605.878967
	Iteration 9Q: 3 clusters Score -35445.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35451.585938 Penalty: 605.878967
	Iteration 10Q: 3 clusters Score -35451.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -35459.843750 Penalty: 605.878967
	Iteration 11Q: 3 clusters Score -35459.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -35464.066406 Penalty: 605.878967
	Iteration 12Q: 3 clusters Score -35464.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -35469.113281 Penalty: 605.878967
	Iteration 13Q: 3 clusters Score -35469.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35474.917969 Penalty: 605.878967
	Iteration 14Q: 3 clusters Score -35474.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -35482.039062 Penalty: 605.878967
	Iteration 15Q: 3 clusters Score -35482.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -35483.683594 Penalty: 605.878967
	Iteration 16Q: 3 clusters Score -35483.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35485.554688 Penalty: 605.878967
	Iteration 17Q: 3 clusters Score -35485.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35486.847656 Penalty: 605.878967
	Iteration 18Q: 3 clusters Score -35486.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35486.968750 Penalty: 605.878967
	Iteration 19Q: 3 clusters Score -35486.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35486.968750 Penalty: 605.878967
	Iteration 20F: 3 clusters Score -35486.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Entering Unmasked Estep 
Score: -787546.187500 Penalty: 446.688538
	Iteration 0F: 2 clusters Score -787546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -775229.625000 Penalty: 893.377075
	Iteration 0F: 3 clusters Score -775229.6 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -780578.562500 Penalty: 893.377075
	Iteration 1F: 3 clusters Score -780578.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -781185.500000 Penalty: 893.377075
	Iteration 2Q: 3 clusters Score -781185.5 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -782028.312500 Penalty: 893.377075
	Iteration 3F: 3 clusters Score -782028.3 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -783116.000000 Penalty: 893.377075
	Iteration 4F: 3 clusters Score -783116 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -784081.312500 Penalty: 893.377075
	Iteration 5F: 3 clusters Score -784081.3 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -784808.625000 Penalty: 893.377075
	Iteration 6F: 3 clusters Score -784808.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -785228.250000 Penalty: 893.377075
	Iteration 7Q: 3 clusters Score -785228.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -785473.250000 Penalty: 893.377075
	Iteration 8Q: 3 clusters Score -785473.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -785616.937500 Penalty: 893.377075
	Iteration 9Q: 3 clusters Score -785616.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -785706.562500 Penalty: 893.377075
	Iteration 10Q: 3 clusters Score -785706.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -785780.687500 Penalty: 893.377075
	Iteration 11Q: 3 clusters Score -785780.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -785868.875000 Penalty: 893.377075
	Iteration 12Q: 3 clusters Score -785868.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -785957.062500 Penalty: 893.377075
	Iteration 13Q: 3 clusters Score -785957.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -786038.250000 Penalty: 893.377075
	Iteration 14Q: 3 clusters Score -786038.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -786139.375000 Penalty: 893.377075
	Iteration 15Q: 3 clusters Score -786139.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -786236.812500 Penalty: 893.377075
	Iteration 16Q: 3 clusters Score -786236.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -786339.062500 Penalty: 893.377075
	Iteration 17Q: 3 clusters Score -786339.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -786434.375000 Penalty: 893.377075
	Iteration 18Q: 3 clusters Score -786434.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -786525.250000 Penalty: 893.377075
	Iteration 19Q: 3 clusters Score -786525.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -786610.562500 Penalty: 893.377075
	Iteration 20F: 3 clusters Score -786610.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -786688.625000 Penalty: 893.377075
	Iteration 21Q: 3 clusters Score -786688.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -786769.687500 Penalty: 893.377075
	Iteration 22Q: 3 clusters Score -786769.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -786831.625000 Penalty: 893.377075
	Iteration 23Q: 3 clusters Score -786831.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -786881.062500 Penalty: 893.377075
	Iteration 24Q: 3 clusters Score -786881.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -786924.937500 Penalty: 893.377075
	Iteration 25Q: 3 clusters Score -786924.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -786966.437500 Penalty: 893.377075
	Iteration 26Q: 3 clusters Score -786966.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -787001.062500 Penalty: 893.377075
	Iteration 27Q: 3 clusters Score -787001.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -787026.750000 Penalty: 893.377075
	Iteration 28Q: 3 clusters Score -787026.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -787047.375000 Penalty: 893.377075
	Iteration 29Q: 3 clusters Score -787047.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -787064.312500 Penalty: 893.377075
	Iteration 30Q: 3 clusters Score -787064.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -787076.500000 Penalty: 893.377075
	Iteration 31Q: 3 clusters Score -787076.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -787085.062500 Penalty: 893.377075
	Iteration 32Q: 3 clusters Score -787085.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -787093.500000 Penalty: 893.377075
	Iteration 33Q: 3 clusters Score -787093.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -787097.625000 Penalty: 893.377075
	Iteration 34Q: 3 clusters Score -787097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -787102.812500 Penalty: 893.377075
	Iteration 35Q: 3 clusters Score -787102.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -787108.187500 Penalty: 893.377075
	Iteration 36Q: 3 clusters Score -787108.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -787113.375000 Penalty: 893.377075
	Iteration 37Q: 3 clusters Score -787113.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -787123.312500 Penalty: 893.377075
	Iteration 38Q: 3 clusters Score -787123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -787129.625000 Penalty: 893.377075
	Iteration 39Q: 3 clusters Score -787129.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -787132.437500 Penalty: 893.377075
	Iteration 40F: 3 clusters Score -787132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -787138.437500 Penalty: 893.377075
	Iteration 41Q: 3 clusters Score -787138.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -787143.250000 Penalty: 893.377075
	Iteration 42Q: 3 clusters Score -787143.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -787151.250000 Penalty: 893.377075
	Iteration 43Q: 3 clusters Score -787151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -787160.437500 Penalty: 893.377075
	Iteration 44Q: 3 clusters Score -787160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -787161.500000 Penalty: 893.377075
	Iteration 45Q: 3 clusters Score -787161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -787164.750000 Penalty: 893.377075
	Iteration 46Q: 3 clusters Score -787164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -787171.000000 Penalty: 893.377075
	Iteration 47Q: 3 clusters Score -787171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -787170.937500 Penalty: 893.377075
	Iteration 48Q: 3 clusters Score -787170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -787172.437500 Penalty: 893.377075
	Iteration 49Q: 3 clusters Score -787172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -787175.750000 Penalty: 893.377075
	Iteration 50Q: 3 clusters Score -787175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -787178.562500 Penalty: 893.377075
	Iteration 51Q: 3 clusters Score -787178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -787182.062500 Penalty: 893.377075
	Iteration 52Q: 3 clusters Score -787182.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -787183.125000 Penalty: 893.377075
	Iteration 53Q: 3 clusters Score -787183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -787183.437500 Penalty: 893.377075
	Iteration 54Q: 3 clusters Score -787183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -787183.875000 Penalty: 893.377075
	Iteration 55Q: 3 clusters Score -787183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -787184.812500 Penalty: 893.377075
	Iteration 56Q: 3 clusters Score -787184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -787185.000000 Penalty: 893.377075
	Iteration 57Q: 3 clusters Score -787185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -787187.750000 Penalty: 893.377075
	Iteration 58Q: 3 clusters Score -787187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -787187.687500 Penalty: 893.377075
	Iteration 59Q: 3 clusters Score -787187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -787188.500000 Penalty: 893.377075
	Iteration 60F: 3 clusters Score -787188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -787189.062500 Penalty: 893.377075
	Iteration 61Q: 3 clusters Score -787189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -787188.312500 Penalty: 893.377075
	Iteration 62Q: 3 clusters Score -787188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -787189.750000 Penalty: 893.377075
	Iteration 63Q: 3 clusters Score -787189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -787189.062500 Penalty: 893.377075
	Iteration 64Q: 3 clusters Score -787189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -787189.062500 Penalty: 893.377075
	Iteration 65F: 3 clusters Score -787189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 40595 members 
Mstep: Class 4 contains 345173 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15348 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 315311 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 127107 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 22 contains 18349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46903272.000000 Penalty: 15206.294922
Iteration 119Q: 25 clusters Score -4.690327e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 42187 members 
Mstep: Class 3 contains 41567 members 
Mstep: Class 4 contains 344853 members 
Mstep: Class 5 contains 115621 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15563 members 
Mstep: Class 8 contains 22472 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 315239 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 125855 members 
Mstep: Class 13 contains 28861 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 18438 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 12026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46904176.000000 Penalty: 15206.294922
Iteration 120F: 25 clusters Score -4.690418e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 42180 members 
Mstep: Class 3 contains 42657 members 
Mstep: Class 4 contains 344572 members 
Mstep: Class 5 contains 115562 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 15705 members 
Mstep: Class 8 contains 22406 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 315157 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 124633 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 12273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46904668.000000 Penalty: 15206.294922
Iteration 121Q: 25 clusters Score -4.690467e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 42191 members 
Mstep: Class 3 contains 43761 members 
Mstep: Class 4 contains 344337 members 
Mstep: Class 5 contains 115557 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 22330 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 314915 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 123508 members 
Mstep: Class 13 contains 28922 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 7303 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 18600 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46905208.000000 Penalty: 15206.294922
Iteration 122Q: 25 clusters Score -4.690521e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 42192 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 344080 members 
Mstep: Class 5 contains 115581 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 16041 members 
Mstep: Class 8 contains 22243 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 314693 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 122390 members 
Mstep: Class 13 contains 28955 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 7303 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 20 contains 727 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46905676.000000 Penalty: 15206.294922
Iteration 123Q: 25 clusters Score -4.690568e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 42200 members 
Mstep: Class 3 contains 45902 members 
Mstep: Class 4 contains 343911 members 
Mstep: Class 5 contains 115631 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 16188 members 
Mstep: Class 8 contains 22161 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 314408 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 121379 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 18711 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 12828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46905732.000000 Penalty: 15206.294922
Iteration 124Q: 25 clusters Score -4.690573e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 42187 members 
Mstep: Class 3 contains 46924 members 
Mstep: Class 4 contains 343756 members 
Mstep: Class 5 contains 115664 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 16302 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 314101 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 120440 members 
Mstep: Class 13 contains 29026 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 18776 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 12996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46906208.000000 Penalty: 15206.294922
Iteration 125Q: 25 clusters Score -4.690621e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 42168 members 
Mstep: Class 3 contains 47948 members 
Mstep: Class 4 contains 343595 members 
Mstep: Class 5 contains 115709 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 8 contains 21998 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 313817 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 119522 members 
Mstep: Class 13 contains 29062 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 3168 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 7290 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 18837 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46906568.000000 Penalty: 15206.294922
Iteration 126Q: 25 clusters Score -4.690657e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 42169 members 
Mstep: Class 3 contains 49001 members 
Mstep: Class 4 contains 343430 members 
Mstep: Class 5 contains 115730 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 16482 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 313550 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 118581 members 
Mstep: Class 13 contains 29098 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 18 contains 7298 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 18904 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 13257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46906956.000000 Penalty: 15206.294922
Iteration 127Q: 25 clusters Score -4.690696e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 42153 members 
Mstep: Class 3 contains 50009 members 
Mstep: Class 4 contains 343281 members 
Mstep: Class 5 contains 115780 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 16549 members 
Mstep: Class 8 contains 21850 members 
Mstep: Class 9 contains 4152 members 
Mstep: Class 10 contains 313316 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 117720 members 
Mstep: Class 13 contains 29122 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 7310 members 
Mstep: Class 19 contains 5728 members 
Mstep: Class 20 contains 662 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 18954 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 13363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907308.000000 Penalty: 15206.294922
Iteration 128Q: 25 clusters Score -4.690731e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 42124 members 
Mstep: Class 3 contains 51069 members 
Mstep: Class 4 contains 343174 members 
Mstep: Class 5 contains 115829 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 16633 members 
Mstep: Class 8 contains 21778 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 312976 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 116861 members 
Mstep: Class 13 contains 29134 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 5728 members 
Mstep: Class 20 contains 657 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 18992 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 13490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46907796.000000 Penalty: 15206.294922
Iteration 129Q: 25 clusters Score -4.69078e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 42107 members 
Mstep: Class 3 contains 52068 members 
Mstep: Class 4 contains 343095 members 
Mstep: Class 5 contains 115896 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 16721 members 
Mstep: Class 8 contains 21729 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 312639 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 116022 members 
Mstep: Class 13 contains 29128 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 7313 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 19022 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 13611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46908112.000000 Penalty: 15206.294922
Iteration 130Q: 25 clusters Score -4.690811e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 42111 members 
Mstep: Class 3 contains 53056 members 
Mstep: Class 4 contains 343017 members 
Mstep: Class 5 contains 115973 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 16825 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 312276 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 115193 members 
Mstep: Class 13 contains 29135 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4149 members 
Mstep: Class 18 contains 7317 members 
Mstep: Class 19 contains 5721 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 19057 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46908512.000000 Penalty: 15206.294922
Iteration 131Q: 25 clusters Score -4.690851e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 42103 members 
Mstep: Class 3 contains 54054 members 
Mstep: Class 4 contains 342918 members 
Mstep: Class 5 contains 116028 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 16922 members 
Mstep: Class 8 contains 21576 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 311953 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 114376 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 19077 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909056.000000 Penalty: 15206.294922
Iteration 132Q: 25 clusters Score -4.690906e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42078 members 
Mstep: Class 3 contains 55056 members 
Mstep: Class 4 contains 342864 members 
Mstep: Class 5 contains 116121 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17012 members 
Mstep: Class 8 contains 21482 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 10 contains 311584 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 113572 members 
Mstep: Class 13 contains 29160 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 13977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909588.000000 Penalty: 15206.294922
Iteration 133Q: 25 clusters Score -4.690959e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 3 contains 56015 members 
Mstep: Class 4 contains 342740 members 
Mstep: Class 5 contains 116266 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17100 members 
Mstep: Class 8 contains 21402 members 
Mstep: Class 9 contains 4089 members 
Mstep: Class 10 contains 311305 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 112731 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 630 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 14072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46909796.000000 Penalty: 15206.294922
Iteration 134Q: 25 clusters Score -4.69098e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 56913 members 
Mstep: Class 4 contains 342636 members 
Mstep: Class 5 contains 116407 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 21319 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 311084 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 111928 members 
Mstep: Class 13 contains 29182 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 5669 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 19151 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46910192.000000 Penalty: 15206.294922
Iteration 135Q: 25 clusters Score -4.691019e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42001 members 
Mstep: Class 3 contains 57799 members 
Mstep: Class 4 contains 342521 members 
Mstep: Class 5 contains 116570 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 21217 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 310798 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 111162 members 
Mstep: Class 13 contains 29202 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 19193 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46910884.000000 Penalty: 15206.294922
Iteration 136Q: 25 clusters Score -4.691088e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 41975 members 
Mstep: Class 3 contains 58688 members 
Mstep: Class 4 contains 342437 members 
Mstep: Class 5 contains 116727 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17327 members 
Mstep: Class 8 contains 21111 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 310525 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 110387 members 
Mstep: Class 13 contains 29203 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 586 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 14354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911344.000000 Penalty: 15206.294922
Iteration 137Q: 25 clusters Score -4.691134e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41970 members 
Mstep: Class 3 contains 59590 members 
Mstep: Class 4 contains 342341 members 
Mstep: Class 5 contains 116910 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17380 members 
Mstep: Class 8 contains 20956 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 310249 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 109655 members 
Mstep: Class 13 contains 29188 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4370 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 577 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 19269 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 14454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911620.000000 Penalty: 15206.294922
Iteration 138Q: 25 clusters Score -4.691162e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41960 members 
Mstep: Class 3 contains 60531 members 
Mstep: Class 4 contains 342247 members 
Mstep: Class 5 contains 117088 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17415 members 
Mstep: Class 8 contains 20800 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 309997 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 108917 members 
Mstep: Class 13 contains 29158 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 5620 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 19302 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911716.000000 Penalty: 15206.294922
Iteration 139Q: 25 clusters Score -4.691172e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41951 members 
Mstep: Class 3 contains 61456 members 
Mstep: Class 4 contains 342194 members 
Mstep: Class 5 contains 117198 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 20671 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 309772 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 108147 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 5609 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 19324 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 14672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46911764.000000 Penalty: 15206.294922
Iteration 140F: 25 clusters Score -4.691176e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41941 members 
Mstep: Class 3 contains 62366 members 
Mstep: Class 4 contains 342128 members 
Mstep: Class 5 contains 117312 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17495 members 
Mstep: Class 8 contains 20566 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 309551 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 107381 members 
Mstep: Class 13 contains 29139 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 18 contains 7447 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 19344 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 14795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 25 clusters Score -4.691213e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 63269 members 
Mstep: Class 4 contains 342122 members 
Mstep: Class 5 contains 117409 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17537 members 
Mstep: Class 8 contains 20464 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 309321 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 106631 members 
Mstep: Class 13 contains 29106 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 5585 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 19367 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 14917 members 
Entering Unmasked Estep 
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Iteration 142Q: 25 clusters Score -4.691254e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 41913 members 
Mstep: Class 3 contains 64160 members 
Mstep: Class 4 contains 342116 members 
Mstep: Class 5 contains 117550 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 309087 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 105903 members 
Mstep: Class 13 contains 29054 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 15040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 25 clusters Score -4.691264e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41917 members 
Mstep: Class 3 contains 64998 members 
Mstep: Class 4 contains 342128 members 
Mstep: Class 5 contains 117697 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 20198 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 308865 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 105233 members 
Mstep: Class 13 contains 28970 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 18 contains 7488 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 532 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 19410 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 15162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46912704.000000 Penalty: 15206.294922
Iteration 144Q: 25 clusters Score -4.69127e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41909 members 
Mstep: Class 3 contains 65843 members 
Mstep: Class 4 contains 342167 members 
Mstep: Class 5 contains 117807 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 20033 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 308645 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 104590 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4481 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 5533 members 
Mstep: Class 20 contains 533 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 19415 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 15293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46913044.000000 Penalty: 15206.294922
Iteration 145Q: 25 clusters Score -4.691304e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 41904 members 
Mstep: Class 3 contains 66659 members 
Mstep: Class 4 contains 342119 members 
Mstep: Class 5 contains 117913 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 19880 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 308545 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 103976 members 
Mstep: Class 13 contains 28822 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3136 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 532 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 19426 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 15424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 25 clusters Score -4.691335e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 41904 members 
Mstep: Class 3 contains 67460 members 
Mstep: Class 4 contains 342094 members 
Mstep: Class 5 contains 118020 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 19728 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 308414 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 103365 members 
Mstep: Class 13 contains 28756 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 5498 members 
Mstep: Class 20 contains 532 members 
Mstep: Class 21 contains 1586 members 
Mstep: Class 22 contains 19439 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 25 clusters Score -4.691383e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41906 members 
Mstep: Class 3 contains 68315 members 
Mstep: Class 4 contains 342028 members 
Mstep: Class 5 contains 118163 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 19581 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 308255 members 
Mstep: Class 11 contains 1027 members 
Mstep: Class 12 contains 102738 members 
Mstep: Class 13 contains 28678 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 7542 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 531 members 
Mstep: Class 21 contains 1595 members 
Mstep: Class 22 contains 19453 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 25 clusters Score -4.691404e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41890 members 
Mstep: Class 3 contains 69144 members 
Mstep: Class 4 contains 341905 members 
Mstep: Class 5 contains 118308 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 17543 members 
Mstep: Class 8 contains 19456 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 308081 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 102157 members 
Mstep: Class 13 contains 28628 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 7554 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 530 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 19470 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 15745 members 
Entering Unmasked Estep 
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Iteration 149Q: 25 clusters Score -4.691426e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41886 members 
Mstep: Class 3 contains 69906 members 
Mstep: Class 4 contains 341772 members 
Mstep: Class 5 contains 118456 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17526 members 
Mstep: Class 8 contains 19333 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 307947 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 101583 members 
Mstep: Class 13 contains 28587 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 1617 members 
Mstep: Class 22 contains 19493 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 15855 members 
Entering Unmasked Estep 
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Iteration 150Q: 25 clusters Score -4.691451e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41850 members 
Mstep: Class 3 contains 70681 members 
Mstep: Class 4 contains 341655 members 
Mstep: Class 5 contains 118578 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17513 members 
Mstep: Class 8 contains 19208 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 307876 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 100986 members 
Mstep: Class 13 contains 28544 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4474 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 19497 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 15985 members 
Entering Unmasked Estep 
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Iteration 151Q: 25 clusters Score -4.691462e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41811 members 
Mstep: Class 3 contains 71436 members 
Mstep: Class 4 contains 341503 members 
Mstep: Class 5 contains 118703 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 19062 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 307898 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 100393 members 
Mstep: Class 13 contains 28494 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3117 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 7571 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 19498 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 16120 members 
Entering Unmasked Estep 
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Iteration 152Q: 25 clusters Score -4.691476e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41785 members 
Mstep: Class 3 contains 72212 members 
Mstep: Class 4 contains 341319 members 
Mstep: Class 5 contains 118833 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17463 members 
Mstep: Class 8 contains 18908 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 307916 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 99808 members 
Mstep: Class 13 contains 28450 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 5325 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 19490 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 16248 members 
Entering Unmasked Estep 
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Iteration 153Q: 25 clusters Score -4.691482e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 41772 members 
Mstep: Class 3 contains 72958 members 
Mstep: Class 4 contains 341191 members 
Mstep: Class 5 contains 118955 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 18757 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 307925 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 99248 members 
Mstep: Class 13 contains 28370 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 5289 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16380 members 
Entering Unmasked Estep 
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Iteration 154Q: 25 clusters Score -4.691495e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41742 members 
Mstep: Class 3 contains 73677 members 
Mstep: Class 4 contains 341075 members 
Mstep: Class 5 contains 119036 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 307927 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 98754 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 19466 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 16531 members 
Entering Unmasked Estep 
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Iteration 155Q: 25 clusters Score -4.691516e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41743 members 
Mstep: Class 3 contains 74402 members 
Mstep: Class 4 contains 340969 members 
Mstep: Class 5 contains 119122 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17385 members 
Mstep: Class 8 contains 18458 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 10 contains 307919 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 12 contains 98221 members 
Mstep: Class 13 contains 28244 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 19444 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 16676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915248.000000 Penalty: 15206.294922
Iteration 156Q: 25 clusters Score -4.691525e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 75156 members 
Mstep: Class 4 contains 340877 members 
Mstep: Class 5 contains 119196 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17367 members 
Mstep: Class 8 contains 18285 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 307869 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 97690 members 
Mstep: Class 13 contains 28175 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 19421 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 16834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915544.000000 Penalty: 15206.294922
Iteration 157Q: 25 clusters Score -4.691554e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41740 members 
Mstep: Class 3 contains 75857 members 
Mstep: Class 4 contains 340796 members 
Mstep: Class 5 contains 119238 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 17345 members 
Mstep: Class 8 contains 18122 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 307803 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 97208 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 19409 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 17020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46915828.000000 Penalty: 15206.294922
Iteration 158Q: 25 clusters Score -4.691583e+07 nChanged 2826
Entering ConstructFrom: 
Score: -46915828.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -99882.914062 Penalty: 350.053406
	Iteration 0F: 2 clusters Score -99882.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -98294.257812 Penalty: 700.106812
	Iteration 0F: 3 clusters Score -98294.26 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -98841.695312 Penalty: 700.106812
	Iteration 1F: 3 clusters Score -98841.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98952.359375 Penalty: 700.106812
	Iteration 2F: 3 clusters Score -98952.36 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -99025.101562 Penalty: 700.106812
	Iteration 3F: 3 clusters Score -99025.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -99087.117188 Penalty: 700.106812
	Iteration 4F: 3 clusters Score -99087.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -99137.648438 Penalty: 700.106812
	Iteration 5Q: 3 clusters Score -99137.65 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -99192.984375 Penalty: 700.106812
	Iteration 6Q: 3 clusters Score -99192.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99231.945312 Penalty: 700.106812
	Iteration 7Q: 3 clusters Score -99231.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -99272.070312 Penalty: 700.106812
	Iteration 8Q: 3 clusters Score -99272.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99307.648438 Penalty: 700.106812
	Iteration 9Q: 3 clusters Score -99307.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -99327.507812 Penalty: 700.106812
	Iteration 10Q: 3 clusters Score -99327.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99339.289062 Penalty: 700.106812
	Iteration 11Q: 3 clusters Score -99339.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99353.593750 Penalty: 700.106812
	Iteration 12Q: 3 clusters Score -99353.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99366.156250 Penalty: 700.106812
	Iteration 13Q: 3 clusters Score -99366.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99383.406250 Penalty: 700.106812
	Iteration 14Q: 3 clusters Score -99383.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99397.921875 Penalty: 700.106812
	Iteration 15Q: 3 clusters Score -99397.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99415.070312 Penalty: 700.106812
	Iteration 16Q: 3 clusters Score -99415.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99427.781250 Penalty: 700.106812
	Iteration 17Q: 3 clusters Score -99427.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99444.140625 Penalty: 700.106812
	Iteration 18Q: 3 clusters Score -99444.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99461.773438 Penalty: 700.106812
	Iteration 19Q: 3 clusters Score -99461.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99473.195312 Penalty: 700.106812
	Iteration 20F: 3 clusters Score -99473.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99484.281250 Penalty: 700.106812
	Iteration 21Q: 3 clusters Score -99484.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99489.476562 Penalty: 700.106812
	Iteration 22Q: 3 clusters Score -99489.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99493.773438 Penalty: 700.106812
	Iteration 23Q: 3 clusters Score -99493.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99500.289062 Penalty: 700.106812
	Iteration 24Q: 3 clusters Score -99500.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99504.773438 Penalty: 700.106812
	Iteration 25Q: 3 clusters Score -99504.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99506.554688 Penalty: 700.106812
	Iteration 26Q: 3 clusters Score -99506.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99507.820312 Penalty: 700.106812
	Iteration 27Q: 3 clusters Score -99507.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99508.609375 Penalty: 700.106812
	Iteration 28Q: 3 clusters Score -99508.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99509.023438 Penalty: 700.106812
	Iteration 29Q: 3 clusters Score -99509.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99509.328125 Penalty: 700.106812
	Iteration 30Q: 3 clusters Score -99509.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99509.820312 Penalty: 700.106812
	Iteration 31Q: 3 clusters Score -99509.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99509.992188 Penalty: 700.106812
	Iteration 32Q: 3 clusters Score -99509.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99509.914062 Penalty: 700.106812
	Iteration 33Q: 3 clusters Score -99509.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99510.328125 Penalty: 700.106812
	Iteration 34Q: 3 clusters Score -99510.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99510.632812 Penalty: 700.106812
	Iteration 35Q: 3 clusters Score -99510.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99510.929688 Penalty: 700.106812
	Iteration 36Q: 3 clusters Score -99510.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99511.390625 Penalty: 700.106812
	Iteration 37Q: 3 clusters Score -99511.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99512.171875 Penalty: 700.106812
	Iteration 38Q: 3 clusters Score -99512.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99512.632812 Penalty: 700.106812
	Iteration 39Q: 3 clusters Score -99512.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99513.234375 Penalty: 700.106812
	Iteration 40F: 3 clusters Score -99513.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -99514.156250 Penalty: 700.106812
	Iteration 41Q: 3 clusters Score -99514.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99515.375000 Penalty: 700.106812
	Iteration 42Q: 3 clusters Score -99515.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99516.726562 Penalty: 700.106812
	Iteration 43Q: 3 clusters Score -99516.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -99517.406250 Penalty: 700.106812
	Iteration 44Q: 3 clusters Score -99517.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99518.062500 Penalty: 700.106812
	Iteration 45Q: 3 clusters Score -99518.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99519.546875 Penalty: 700.106812
	Iteration 46Q: 3 clusters Score -99519.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99521.750000 Penalty: 700.106812
	Iteration 47Q: 3 clusters Score -99521.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99524.171875 Penalty: 700.106812
	Iteration 48Q: 3 clusters Score -99524.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99527.070312 Penalty: 700.106812
	Iteration 49Q: 3 clusters Score -99527.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99528.765625 Penalty: 700.106812
	Iteration 50Q: 3 clusters Score -99528.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99530.640625 Penalty: 700.106812
	Iteration 51Q: 3 clusters Score -99530.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99531.132812 Penalty: 700.106812
	Iteration 52Q: 3 clusters Score -99531.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99533.062500 Penalty: 700.106812
	Iteration 53Q: 3 clusters Score -99533.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99536.812500 Penalty: 700.106812
	Iteration 54Q: 3 clusters Score -99536.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99539.953125 Penalty: 700.106812
	Iteration 55Q: 3 clusters Score -99539.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99543.710938 Penalty: 700.106812
	Iteration 56Q: 3 clusters Score -99543.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99545.617188 Penalty: 700.106812
	Iteration 57Q: 3 clusters Score -99545.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99546.507812 Penalty: 700.106812
	Iteration 58Q: 3 clusters Score -99546.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99547.929688 Penalty: 700.106812
	Iteration 59Q: 3 clusters Score -99547.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -99549.492188 Penalty: 700.106812
	Iteration 60F: 3 clusters Score -99549.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99551.945312 Penalty: 700.106812
	Iteration 61Q: 3 clusters Score -99551.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99553.210938 Penalty: 700.106812
	Iteration 62Q: 3 clusters Score -99553.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99553.234375 Penalty: 700.106812
	Iteration 63Q: 3 clusters Score -99553.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99553.234375 Penalty: 700.106812
	Iteration 64F: 3 clusters Score -99553.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Entering Unmasked Estep 
Score: -1694616.500000 Penalty: 484.085388
	Iteration 0F: 2 clusters Score -1694616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -1666645.875000 Penalty: 968.170776
	Iteration 0F: 3 clusters Score -1666646 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1678435.375000 Penalty: 968.170776
	Iteration 1F: 3 clusters Score -1678435 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1679071.250000 Penalty: 968.170776
	Iteration 2Q: 3 clusters Score -1679071 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1679985.875000 Penalty: 968.170776
	Iteration 3Q: 3 clusters Score -1679986 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1681367.875000 Penalty: 968.170776
	Iteration 4F: 3 clusters Score -1681368 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1683142.500000 Penalty: 968.170776
	Iteration 5F: 3 clusters Score -1683142 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1685295.000000 Penalty: 968.170776
	Iteration 6F: 3 clusters Score -1685295 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1687514.000000 Penalty: 968.170776
	Iteration 7F: 3 clusters Score -1687514 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1689584.750000 Penalty: 968.170776
	Iteration 8F: 3 clusters Score -1689585 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1691279.250000 Penalty: 968.170776
	Iteration 9F: 3 clusters Score -1691279 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1692586.500000 Penalty: 968.170776
	Iteration 10Q: 3 clusters Score -1692586 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1693393.750000 Penalty: 968.170776
	Iteration 11Q: 3 clusters Score -1693394 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1693800.750000 Penalty: 968.170776
	Iteration 12Q: 3 clusters Score -1693801 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1694004.000000 Penalty: 968.170776
	Iteration 13Q: 3 clusters Score -1694004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1694122.250000 Penalty: 968.170776
	Iteration 14Q: 3 clusters Score -1694122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1694170.125000 Penalty: 968.170776
	Iteration 15Q: 3 clusters Score -1694170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1694202.500000 Penalty: 968.170776
	Iteration 16Q: 3 clusters Score -1694202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1694231.000000 Penalty: 968.170776
	Iteration 17Q: 3 clusters Score -1694231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1694252.750000 Penalty: 968.170776
	Iteration 18Q: 3 clusters Score -1694253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1694262.625000 Penalty: 968.170776
	Iteration 19Q: 3 clusters Score -1694263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1694268.375000 Penalty: 968.170776
	Iteration 20F: 3 clusters Score -1694268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1694274.250000 Penalty: 968.170776
	Iteration 21Q: 3 clusters Score -1694274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1694276.500000 Penalty: 968.170776
	Iteration 22Q: 3 clusters Score -1694276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1694279.750000 Penalty: 968.170776
	Iteration 23Q: 3 clusters Score -1694280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1694281.250000 Penalty: 968.170776
	Iteration 24Q: 3 clusters Score -1694281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1694282.000000 Penalty: 968.170776
	Iteration 25Q: 3 clusters Score -1694282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1694283.125000 Penalty: 968.170776
	Iteration 26Q: 3 clusters Score -1694283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1694286.750000 Penalty: 968.170776
	Iteration 27Q: 3 clusters Score -1694287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1694291.000000 Penalty: 968.170776
	Iteration 28Q: 3 clusters Score -1694291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1694291.875000 Penalty: 968.170776
	Iteration 29Q: 3 clusters Score -1694292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1694295.500000 Penalty: 968.170776
	Iteration 30Q: 3 clusters Score -1694296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1694296.750000 Penalty: 968.170776
	Iteration 31Q: 3 clusters Score -1694297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1694295.500000 Penalty: 968.170776
	Iteration 32Q: 3 clusters Score -1694296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1694297.000000 Penalty: 968.170776
	Iteration 33Q: 3 clusters Score -1694297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1694297.750000 Penalty: 968.170776
	Iteration 34Q: 3 clusters Score -1694298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1694298.625000 Penalty: 968.170776
	Iteration 35Q: 3 clusters Score -1694299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1694298.875000 Penalty: 968.170776
	Iteration 36Q: 3 clusters Score -1694299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1694299.750000 Penalty: 968.170776
	Iteration 37Q: 3 clusters Score -1694300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1694301.125000 Penalty: 968.170776
	Iteration 38Q: 3 clusters Score -1694301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1694301.500000 Penalty: 968.170776
	Iteration 39Q: 3 clusters Score -1694302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1694301.875000 Penalty: 968.170776
	Iteration 40F: 3 clusters Score -1694302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Entering Unmasked Estep 
Score: -3455628.500000 Penalty: 511.688843
	Iteration 0F: 2 clusters Score -3455628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -3404096.250000 Penalty: 1023.377686
	Iteration 0F: 3 clusters Score -3404096 nChanged 37265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3425562.250000 Penalty: 1023.377686
	Iteration 1F: 3 clusters Score -3425562 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3425852.500000 Penalty: 1023.377686
	Iteration 2Q: 3 clusters Score -3425852 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3426268.250000 Penalty: 1023.377686
	Iteration 3Q: 3 clusters Score -3426268 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -3426934.500000 Penalty: 1023.377686
	Iteration 4Q: 3 clusters Score -3426934 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3428379.000000 Penalty: 1023.377686
	Iteration 5Q: 3 clusters Score -3428379 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3431246.750000 Penalty: 1023.377686
	Iteration 6F: 3 clusters Score -3431247 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3436074.000000 Penalty: 1023.377686
	Iteration 7F: 3 clusters Score -3436074 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3442475.250000 Penalty: 1023.377686
	Iteration 8F: 3 clusters Score -3442475 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3448377.250000 Penalty: 1023.377686
	Iteration 9F: 3 clusters Score -3448377 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3451941.000000 Penalty: 1023.377686
	Iteration 10Q: 3 clusters Score -3451941 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3453706.000000 Penalty: 1023.377686
	Iteration 11Q: 3 clusters Score -3453706 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3454502.000000 Penalty: 1023.377686
	Iteration 12Q: 3 clusters Score -3454502 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3454870.500000 Penalty: 1023.377686
	Iteration 13Q: 3 clusters Score -3454870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3455014.250000 Penalty: 1023.377686
	Iteration 14Q: 3 clusters Score -3455014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3455092.250000 Penalty: 1023.377686
	Iteration 15Q: 3 clusters Score -3455092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3455134.250000 Penalty: 1023.377686
	Iteration 16Q: 3 clusters Score -3455134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3455155.000000 Penalty: 1023.377686
	Iteration 17Q: 3 clusters Score -3455155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3455172.500000 Penalty: 1023.377686
	Iteration 18Q: 3 clusters Score -3455172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3455180.000000 Penalty: 1023.377686
	Iteration 19Q: 3 clusters Score -3455180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3455186.000000 Penalty: 1023.377686
	Iteration 20F: 3 clusters Score -3455186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3455189.500000 Penalty: 1023.377686
	Iteration 21Q: 3 clusters Score -3455190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3455193.750000 Penalty: 1023.377686
	Iteration 22Q: 3 clusters Score -3455194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3455196.500000 Penalty: 1023.377686
	Iteration 23Q: 3 clusters Score -3455196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3455197.750000 Penalty: 1023.377686
	Iteration 24Q: 3 clusters Score -3455198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3455198.750000 Penalty: 1023.377686
	Iteration 25Q: 3 clusters Score -3455199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3455199.500000 Penalty: 1023.377686
	Iteration 26Q: 3 clusters Score -3455200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3455200.750000 Penalty: 1023.377686
	Iteration 27Q: 3 clusters Score -3455201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3455200.750000 Penalty: 1023.377686
	Iteration 28F: 3 clusters Score -3455201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (340672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340672 members 
Entering Unmasked Estep 
Score: -15072835.000000 Penalty: 579.609741
	Iteration 0F: 2 clusters Score -1.507284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -14849805.000000 Penalty: 1159.219482
	Iteration 0F: 3 clusters Score -1.48498e+07 nChanged 168200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 163723 members 
Entering Unmasked Estep 
Score: -14949671.000000 Penalty: 1159.219482
	Iteration 1F: 3 clusters Score -1.494967e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181796 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -14951589.000000 Penalty: 1159.219482
	Iteration 2Q: 3 clusters Score -1.495159e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189623 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -14954977.000000 Penalty: 1159.219482
	Iteration 3Q: 3 clusters Score -1.495498e+07 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201674 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -14961218.000000 Penalty: 1159.219482
	Iteration 4Q: 3 clusters Score -1.496122e+07 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218692 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -14972171.000000 Penalty: 1159.219482
	Iteration 5F: 3 clusters Score -1.497217e+07 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240266 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -14989233.000000 Penalty: 1159.219482
	Iteration 6F: 3 clusters Score -1.498923e+07 nChanged 25787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263959 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -15011580.000000 Penalty: 1159.219482
	Iteration 7F: 3 clusters Score -1.501158e+07 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285123 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -15034591.000000 Penalty: 1159.219482
	Iteration 8F: 3 clusters Score -1.503459e+07 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299927 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -15052159.000000 Penalty: 1159.219482
	Iteration 9Q: 3 clusters Score -1.505216e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308182 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -15061886.000000 Penalty: 1159.219482
	Iteration 10Q: 3 clusters Score -1.506189e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312738 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -15066237.000000 Penalty: 1159.219482
	Iteration 11Q: 3 clusters Score -1.506624e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316059 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -15068332.000000 Penalty: 1159.219482
	Iteration 12Q: 3 clusters Score -1.506833e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318795 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -15069648.000000 Penalty: 1159.219482
	Iteration 13Q: 3 clusters Score -1.506965e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321114 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -15070576.000000 Penalty: 1159.219482
	Iteration 14Q: 3 clusters Score -1.507058e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323096 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -15071186.000000 Penalty: 1159.219482
	Iteration 15Q: 3 clusters Score -1.507119e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324889 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -15071610.000000 Penalty: 1159.219482
	Iteration 16Q: 3 clusters Score -1.507161e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326536 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -15072073.000000 Penalty: 1159.219482
	Iteration 17Q: 3 clusters Score -1.507207e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328026 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -15072312.000000 Penalty: 1159.219482
	Iteration 18Q: 3 clusters Score -1.507231e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329317 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -15072588.000000 Penalty: 1159.219482
	Iteration 19Q: 3 clusters Score -1.507259e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330478 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -15072764.000000 Penalty: 1159.219482
	Iteration 20F: 3 clusters Score -1.507276e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331533 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -15072950.000000 Penalty: 1159.219482
	Iteration 21Q: 3 clusters Score -1.507295e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332489 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -15072823.000000 Penalty: 1159.219482
	Iteration 22Q: 3 clusters Score -1.507282e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333322 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -15072899.000000 Penalty: 1159.219482
	Iteration 23Q: 3 clusters Score -1.50729e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334065 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -15072872.000000 Penalty: 1159.219482
	Iteration 24Q: 3 clusters Score -1.507287e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334742 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -15072895.000000 Penalty: 1159.219482
	Iteration 25Q: 3 clusters Score -1.50729e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335359 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -15072908.000000 Penalty: 1159.219482
	Iteration 26Q: 3 clusters Score -1.507291e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335912 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -15072913.000000 Penalty: 1159.219482
	Iteration 27Q: 3 clusters Score -1.507291e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336421 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -15072963.000000 Penalty: 1159.219482
	Iteration 28Q: 3 clusters Score -1.507296e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336900 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -15072898.000000 Penalty: 1159.219482
	Iteration 29Q: 3 clusters Score -1.50729e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337338 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -15072887.000000 Penalty: 1159.219482
	Iteration 30Q: 3 clusters Score -1.507289e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337710 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -15072911.000000 Penalty: 1159.219482
	Iteration 31Q: 3 clusters Score -1.507291e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338030 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15072852.000000 Penalty: 1159.219482
	Iteration 32Q: 3 clusters Score -1.507285e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338323 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -15072810.000000 Penalty: 1159.219482
	Iteration 33Q: 3 clusters Score -1.507281e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338573 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15072759.000000 Penalty: 1159.219482
	Iteration 34Q: 3 clusters Score -1.507276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338785 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15072743.000000 Penalty: 1159.219482
	Iteration 35Q: 3 clusters Score -1.507274e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338972 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15072729.000000 Penalty: 1159.219482
	Iteration 36Q: 3 clusters Score -1.507273e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339128 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15072705.000000 Penalty: 1159.219482
	Iteration 37Q: 3 clusters Score -1.50727e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339270 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15072716.000000 Penalty: 1159.219482
	Iteration 38Q: 3 clusters Score -1.507272e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339402 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15072683.000000 Penalty: 1159.219482
	Iteration 39Q: 3 clusters Score -1.507268e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339495 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15072643.000000 Penalty: 1159.219482
	Iteration 40F: 3 clusters Score -1.507264e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339568 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15072640.000000 Penalty: 1159.219482
	Iteration 41Q: 3 clusters Score -1.507264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339633 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15072629.000000 Penalty: 1159.219482
	Iteration 42Q: 3 clusters Score -1.507263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339685 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15072641.000000 Penalty: 1159.219482
	Iteration 43Q: 3 clusters Score -1.507264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339731 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15072626.000000 Penalty: 1159.219482
	Iteration 44Q: 3 clusters Score -1.507263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339766 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15072609.000000 Penalty: 1159.219482
	Iteration 45Q: 3 clusters Score -1.507261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339789 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15072608.000000 Penalty: 1159.219482
	Iteration 46Q: 3 clusters Score -1.507261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339808 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15072603.000000 Penalty: 1159.219482
	Iteration 47Q: 3 clusters Score -1.50726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -15072589.000000 Penalty: 1159.219482
	Iteration 48Q: 3 clusters Score -1.507259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339854 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15072576.000000 Penalty: 1159.219482
	Iteration 49Q: 3 clusters Score -1.507258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15072595.000000 Penalty: 1159.219482
	Iteration 50Q: 3 clusters Score -1.50726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339889 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15072598.000000 Penalty: 1159.219482
	Iteration 51Q: 3 clusters Score -1.50726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339902 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15072602.000000 Penalty: 1159.219482
	Iteration 52Q: 3 clusters Score -1.50726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339911 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15072587.000000 Penalty: 1159.219482
	Iteration 53Q: 3 clusters Score -1.507259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339927 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15072593.000000 Penalty: 1159.219482
	Iteration 54Q: 3 clusters Score -1.507259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339936 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15072587.000000 Penalty: 1159.219482
	Iteration 55Q: 3 clusters Score -1.507259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339949 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15072593.000000 Penalty: 1159.219482
	Iteration 56Q: 3 clusters Score -1.507259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339963 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15072598.000000 Penalty: 1159.219482
	Iteration 57Q: 3 clusters Score -1.50726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339965 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15072599.000000 Penalty: 1159.219482
	Iteration 58Q: 3 clusters Score -1.50726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339968 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15072584.000000 Penalty: 1159.219482
	Iteration 59Q: 3 clusters Score -1.507258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339971 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15072587.000000 Penalty: 1159.219482
	Iteration 60F: 3 clusters Score -1.507259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339981 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15072579.000000 Penalty: 1159.219482
	Iteration 61Q: 3 clusters Score -1.507258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339985 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15072577.000000 Penalty: 1159.219482
	Iteration 62Q: 3 clusters Score -1.507258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339990 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15072584.000000 Penalty: 1159.219482
	Iteration 63Q: 3 clusters Score -1.507258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339995 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15072589.000000 Penalty: 1159.219482
	Iteration 64Q: 3 clusters Score -1.507259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340004 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15072603.000000 Penalty: 1159.219482
	Iteration 65Q: 3 clusters Score -1.50726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340011 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15072606.000000 Penalty: 1159.219482
	Iteration 66Q: 3 clusters Score -1.507261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340016 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15072583.000000 Penalty: 1159.219482
	Iteration 67Q: 3 clusters Score -1.507258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340021 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15072596.000000 Penalty: 1159.219482
	Iteration 68Q: 3 clusters Score -1.50726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340023 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -15072594.000000 Penalty: 1159.219482
	Iteration 69Q: 3 clusters Score -1.507259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340024 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15072599.000000 Penalty: 1159.219482
	Iteration 70Q: 3 clusters Score -1.50726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340024 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15072599.000000 Penalty: 1159.219482
	Iteration 71F: 3 clusters Score -1.50726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119307 members 
Entering Unmasked Estep 
Score: -5191903.500000 Penalty: 531.870178
	Iteration 0F: 2 clusters Score -5191904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -5110958.000000 Penalty: 1063.740356
	Iteration 0F: 3 clusters Score -5110958 nChanged 58467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -5146230.000000 Penalty: 1063.740356
	Iteration 1F: 3 clusters Score -5146230 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -5147948.000000 Penalty: 1063.740356
	Iteration 2Q: 3 clusters Score -5147948 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -5150672.500000 Penalty: 1063.740356
	Iteration 3F: 3 clusters Score -5150672 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5155402.000000 Penalty: 1063.740356
	Iteration 4F: 3 clusters Score -5155402 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5162627.500000 Penalty: 1063.740356
	Iteration 5F: 3 clusters Score -5162628 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5171660.000000 Penalty: 1063.740356
	Iteration 6F: 3 clusters Score -5171660 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5179406.500000 Penalty: 1063.740356
	Iteration 7F: 3 clusters Score -5179406 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5184638.000000 Penalty: 1063.740356
	Iteration 8Q: 3 clusters Score -5184638 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5187667.500000 Penalty: 1063.740356
	Iteration 9Q: 3 clusters Score -5187668 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5189304.000000 Penalty: 1063.740356
	Iteration 10Q: 3 clusters Score -5189304 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5190280.000000 Penalty: 1063.740356
	Iteration 11Q: 3 clusters Score -5190280 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5190819.000000 Penalty: 1063.740356
	Iteration 12Q: 3 clusters Score -5190819 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5191116.500000 Penalty: 1063.740356
	Iteration 13Q: 3 clusters Score -5191116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5191261.000000 Penalty: 1063.740356
	Iteration 14Q: 3 clusters Score -5191261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5191335.000000 Penalty: 1063.740356
	Iteration 15Q: 3 clusters Score -5191335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5191381.500000 Penalty: 1063.740356
	Iteration 16Q: 3 clusters Score -5191382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5191406.500000 Penalty: 1063.740356
	Iteration 17Q: 3 clusters Score -5191406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5191412.500000 Penalty: 1063.740356
	Iteration 18Q: 3 clusters Score -5191412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119228 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5191421.500000 Penalty: 1063.740356
	Iteration 19Q: 3 clusters Score -5191422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5191430.000000 Penalty: 1063.740356
	Iteration 20F: 3 clusters Score -5191430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5191441.000000 Penalty: 1063.740356
	Iteration 21Q: 3 clusters Score -5191441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5191448.500000 Penalty: 1063.740356
	Iteration 22Q: 3 clusters Score -5191448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5191451.500000 Penalty: 1063.740356
	Iteration 23Q: 3 clusters Score -5191452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5191448.000000 Penalty: 1063.740356
	Iteration 24Q: 3 clusters Score -5191448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5191448.000000 Penalty: 1063.740356
	Iteration 25F: 3 clusters Score -5191448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6100.188965 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -6100.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5849.516602 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -5849.517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6003.047363 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -6003.047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6023.911621 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -6023.912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6024.441895 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -6024.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6025.260742 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -6025.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6025.260742 Penalty: 483.052338
	Iteration 5F: 3 clusters Score -6025.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Entering Unmasked Estep 
Score: -754243.500000 Penalty: 444.038910
	Iteration 0F: 2 clusters Score -754243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -742662.875000 Penalty: 888.077820
	Iteration 0F: 3 clusters Score -742662.9 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -747520.812500 Penalty: 888.077820
	Iteration 1F: 3 clusters Score -747520.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -748033.562500 Penalty: 888.077820
	Iteration 2F: 3 clusters Score -748033.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -748882.500000 Penalty: 888.077820
	Iteration 3F: 3 clusters Score -748882.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -750213.562500 Penalty: 888.077820
	Iteration 4F: 3 clusters Score -750213.6 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -751790.375000 Penalty: 888.077820
	Iteration 5F: 3 clusters Score -751790.4 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -753093.875000 Penalty: 888.077820
	Iteration 6F: 3 clusters Score -753093.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -753800.562500 Penalty: 888.077820
	Iteration 7Q: 3 clusters Score -753800.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -754063.875000 Penalty: 888.077820
	Iteration 8Q: 3 clusters Score -754063.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -754153.875000 Penalty: 888.077820
	Iteration 9Q: 3 clusters Score -754153.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -754190.000000 Penalty: 888.077820
	Iteration 10Q: 3 clusters Score -754190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -754216.000000 Penalty: 888.077820
	Iteration 11Q: 3 clusters Score -754216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -754227.437500 Penalty: 888.077820
	Iteration 12Q: 3 clusters Score -754227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -754233.750000 Penalty: 888.077820
	Iteration 13Q: 3 clusters Score -754233.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -754235.750000 Penalty: 888.077820
	Iteration 14Q: 3 clusters Score -754235.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -754236.875000 Penalty: 888.077820
	Iteration 15Q: 3 clusters Score -754236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -754238.937500 Penalty: 888.077820
	Iteration 16Q: 3 clusters Score -754238.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -754240.000000 Penalty: 888.077820
	Iteration 17Q: 3 clusters Score -754240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -754242.875000 Penalty: 888.077820
	Iteration 18Q: 3 clusters Score -754242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -754243.187500 Penalty: 888.077820
	Iteration 19Q: 3 clusters Score -754243.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -754244.625000 Penalty: 888.077820
	Iteration 20F: 3 clusters Score -754244.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -754246.375000 Penalty: 888.077820
	Iteration 21Q: 3 clusters Score -754246.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -754245.500000 Penalty: 888.077820
	Iteration 22Q: 3 clusters Score -754245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -754245.875000 Penalty: 888.077820
	Iteration 23Q: 3 clusters Score -754245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -754246.250000 Penalty: 888.077820
	Iteration 24Q: 3 clusters Score -754246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -754247.562500 Penalty: 888.077820
	Iteration 25Q: 3 clusters Score -754247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -754246.812500 Penalty: 888.077820
	Iteration 26Q: 3 clusters Score -754246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -754247.375000 Penalty: 888.077820
	Iteration 27Q: 3 clusters Score -754247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -754245.625000 Penalty: 888.077820
	Iteration 28Q: 3 clusters Score -754245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -754248.437500 Penalty: 888.077820
	Iteration 29Q: 3 clusters Score -754248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -754247.375000 Penalty: 888.077820
	Iteration 30Q: 3 clusters Score -754247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -754247.375000 Penalty: 888.077820
	Iteration 31Q: 3 clusters Score -754247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -754248.125000 Penalty: 888.077820
	Iteration 32Q: 3 clusters Score -754248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -754248.000000 Penalty: 888.077820
	Iteration 33Q: 3 clusters Score -754248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -754246.937500 Penalty: 888.077820
	Iteration 34Q: 3 clusters Score -754246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -754246.937500 Penalty: 888.077820
	Iteration 35F: 3 clusters Score -754246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 76566 members 
Mstep: Class 4 contains 340672 members 
Mstep: Class 5 contains 119307 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 17988 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 307780 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 12 contains 96689 members 
Mstep: Class 13 contains 27984 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 19413 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 17215 members 
Mstep: Class 25 contains 13803 members 
Entering Unmasked Estep 
Score: -46915956.000000 Penalty: 15839.890625
Splitting cluster 7 changes total score from -46915828.000000 to -46915956.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -803567.500000 Penalty: 445.784454
	Iteration 0F: 2 clusters Score -803567.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -791527.937500 Penalty: 891.568909
	Iteration 0F: 3 clusters Score -791527.9 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -796525.875000 Penalty: 891.568909
	Iteration 1F: 3 clusters Score -796525.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -796861.500000 Penalty: 891.568909
	Iteration 2Q: 3 clusters Score -796861.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -797357.937500 Penalty: 891.568909
	Iteration 3F: 3 clusters Score -797357.9 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -798158.625000 Penalty: 891.568909
	Iteration 4F: 3 clusters Score -798158.6 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -799185.500000 Penalty: 891.568909
	Iteration 5F: 3 clusters Score -799185.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -800138.562500 Penalty: 891.568909
	Iteration 6F: 3 clusters Score -800138.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -800702.937500 Penalty: 891.568909
	Iteration 7F: 3 clusters Score -800702.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -800965.312500 Penalty: 891.568909
	Iteration 8Q: 3 clusters Score -800965.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -801139.375000 Penalty: 891.568909
	Iteration 9Q: 3 clusters Score -801139.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -801305.937500 Penalty: 891.568909
	Iteration 10Q: 3 clusters Score -801305.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -801465.125000 Penalty: 891.568909
	Iteration 11Q: 3 clusters Score -801465.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -801632.812500 Penalty: 891.568909
	Iteration 12Q: 3 clusters Score -801632.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -801806.000000 Penalty: 891.568909
	Iteration 13Q: 3 clusters Score -801806 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -801986.750000 Penalty: 891.568909
	Iteration 14Q: 3 clusters Score -801986.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -802156.812500 Penalty: 891.568909
	Iteration 15Q: 3 clusters Score -802156.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -802297.250000 Penalty: 891.568909
	Iteration 16Q: 3 clusters Score -802297.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -802422.312500 Penalty: 891.568909
	Iteration 17Q: 3 clusters Score -802422.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -802553.437500 Penalty: 891.568909
	Iteration 18Q: 3 clusters Score -802553.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -802676.250000 Penalty: 891.568909
	Iteration 19Q: 3 clusters Score -802676.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -802775.500000 Penalty: 891.568909
	Iteration 20F: 3 clusters Score -802775.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -802874.187500 Penalty: 891.568909
	Iteration 21Q: 3 clusters Score -802874.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -802954.125000 Penalty: 891.568909
	Iteration 22Q: 3 clusters Score -802954.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -803018.687500 Penalty: 891.568909
	Iteration 23Q: 3 clusters Score -803018.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -803062.187500 Penalty: 891.568909
	Iteration 24Q: 3 clusters Score -803062.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -803095.750000 Penalty: 891.568909
	Iteration 25Q: 3 clusters Score -803095.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -803121.000000 Penalty: 891.568909
	Iteration 26Q: 3 clusters Score -803121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -803142.500000 Penalty: 891.568909
	Iteration 27Q: 3 clusters Score -803142.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -803152.937500 Penalty: 891.568909
	Iteration 28Q: 3 clusters Score -803152.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -803161.687500 Penalty: 891.568909
	Iteration 29Q: 3 clusters Score -803161.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -803180.875000 Penalty: 891.568909
	Iteration 30Q: 3 clusters Score -803180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -803190.000000 Penalty: 891.568909
	Iteration 31Q: 3 clusters Score -803190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -803202.000000 Penalty: 891.568909
	Iteration 32Q: 3 clusters Score -803202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -803205.500000 Penalty: 891.568909
	Iteration 33Q: 3 clusters Score -803205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -803208.375000 Penalty: 891.568909
	Iteration 34Q: 3 clusters Score -803208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -803209.250000 Penalty: 891.568909
	Iteration 35Q: 3 clusters Score -803209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -803210.875000 Penalty: 891.568909
	Iteration 36Q: 3 clusters Score -803210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -803213.187500 Penalty: 891.568909
	Iteration 37Q: 3 clusters Score -803213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -803212.250000 Penalty: 891.568909
	Iteration 38Q: 3 clusters Score -803212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -803212.250000 Penalty: 891.568909
	Iteration 39F: 3 clusters Score -803212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -178583.000000 Penalty: 378.602539
	Iteration 0F: 2 clusters Score -178583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -175806.906250 Penalty: 757.205078
	Iteration 0F: 3 clusters Score -175806.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -176801.796875 Penalty: 757.205078
	Iteration 1F: 3 clusters Score -176801.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -176886.828125 Penalty: 757.205078
	Iteration 2F: 3 clusters Score -176886.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -176968.015625 Penalty: 757.205078
	Iteration 3F: 3 clusters Score -176968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -177038.515625 Penalty: 757.205078
	Iteration 4Q: 3 clusters Score -177038.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -177110.046875 Penalty: 757.205078
	Iteration 5Q: 3 clusters Score -177110 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -177184.171875 Penalty: 757.205078
	Iteration 6Q: 3 clusters Score -177184.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -177268.031250 Penalty: 757.205078
	Iteration 7Q: 3 clusters Score -177268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -177380.765625 Penalty: 757.205078
	Iteration 8Q: 3 clusters Score -177380.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -177513.437500 Penalty: 757.205078
	Iteration 9Q: 3 clusters Score -177513.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -177642.046875 Penalty: 757.205078
	Iteration 10Q: 3 clusters Score -177642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -177762.531250 Penalty: 757.205078
	Iteration 11Q: 3 clusters Score -177762.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -177865.453125 Penalty: 757.205078
	Iteration 12Q: 3 clusters Score -177865.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -177930.078125 Penalty: 757.205078
	Iteration 13Q: 3 clusters Score -177930.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -177958.890625 Penalty: 757.205078
	Iteration 14Q: 3 clusters Score -177958.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -177980.437500 Penalty: 757.205078
	Iteration 15Q: 3 clusters Score -177980.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -177998.187500 Penalty: 757.205078
	Iteration 16Q: 3 clusters Score -177998.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -178016.046875 Penalty: 757.205078
	Iteration 17Q: 3 clusters Score -178016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -178027.234375 Penalty: 757.205078
	Iteration 18Q: 3 clusters Score -178027.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -178034.843750 Penalty: 757.205078
	Iteration 19Q: 3 clusters Score -178034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -178039.890625 Penalty: 757.205078
	Iteration 20F: 3 clusters Score -178039.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -178044.218750 Penalty: 757.205078
	Iteration 21Q: 3 clusters Score -178044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -178048.109375 Penalty: 757.205078
	Iteration 22Q: 3 clusters Score -178048.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -178055.203125 Penalty: 757.205078
	Iteration 23Q: 3 clusters Score -178055.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -178061.703125 Penalty: 757.205078
	Iteration 24Q: 3 clusters Score -178061.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -178065.843750 Penalty: 757.205078
	Iteration 25Q: 3 clusters Score -178065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -178069.703125 Penalty: 757.205078
	Iteration 26Q: 3 clusters Score -178069.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -178072.750000 Penalty: 757.205078
	Iteration 27Q: 3 clusters Score -178072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -178075.296875 Penalty: 757.205078
	Iteration 28Q: 3 clusters Score -178075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -178076.781250 Penalty: 757.205078
	Iteration 29Q: 3 clusters Score -178076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -178078.546875 Penalty: 757.205078
	Iteration 30Q: 3 clusters Score -178078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -178079.281250 Penalty: 757.205078
	Iteration 31Q: 3 clusters Score -178079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -178080.250000 Penalty: 757.205078
	Iteration 32Q: 3 clusters Score -178080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -178081.140625 Penalty: 757.205078
	Iteration 33Q: 3 clusters Score -178081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -178082.125000 Penalty: 757.205078
	Iteration 34Q: 3 clusters Score -178082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -178082.828125 Penalty: 757.205078
	Iteration 35Q: 3 clusters Score -178082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -178083.640625 Penalty: 757.205078
	Iteration 36Q: 3 clusters Score -178083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -178084.218750 Penalty: 757.205078
	Iteration 37Q: 3 clusters Score -178084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -178084.578125 Penalty: 757.205078
	Iteration 38Q: 3 clusters Score -178084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -178085.093750 Penalty: 757.205078
	Iteration 39Q: 3 clusters Score -178085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -178086.250000 Penalty: 757.205078
	Iteration 40F: 3 clusters Score -178086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -178086.859375 Penalty: 757.205078
	Iteration 41Q: 3 clusters Score -178086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -178087.203125 Penalty: 757.205078
	Iteration 42Q: 3 clusters Score -178087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -178087.609375 Penalty: 757.205078
	Iteration 43Q: 3 clusters Score -178087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -178088.031250 Penalty: 757.205078
	Iteration 44Q: 3 clusters Score -178088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -178088.859375 Penalty: 757.205078
	Iteration 45Q: 3 clusters Score -178088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -178089.437500 Penalty: 757.205078
	Iteration 46Q: 3 clusters Score -178089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -178090.000000 Penalty: 757.205078
	Iteration 47Q: 3 clusters Score -178090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -178090.453125 Penalty: 757.205078
	Iteration 48Q: 3 clusters Score -178090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -178091.046875 Penalty: 757.205078
	Iteration 49Q: 3 clusters Score -178091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -178091.859375 Penalty: 757.205078
	Iteration 50Q: 3 clusters Score -178091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -178092.703125 Penalty: 757.205078
	Iteration 51Q: 3 clusters Score -178092.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -178094.109375 Penalty: 757.205078
	Iteration 52Q: 3 clusters Score -178094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -178095.171875 Penalty: 757.205078
	Iteration 53Q: 3 clusters Score -178095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -178095.796875 Penalty: 757.205078
	Iteration 54Q: 3 clusters Score -178095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -178095.921875 Penalty: 757.205078
	Iteration 55Q: 3 clusters Score -178095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -178096.203125 Penalty: 757.205078
	Iteration 56Q: 3 clusters Score -178096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -178097.031250 Penalty: 757.205078
	Iteration 57Q: 3 clusters Score -178097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -178097.156250 Penalty: 757.205078
	Iteration 58Q: 3 clusters Score -178097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -178097.984375 Penalty: 757.205078
	Iteration 59Q: 3 clusters Score -178098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -178098.421875 Penalty: 757.205078
	Iteration 60F: 3 clusters Score -178098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -178099.468750 Penalty: 757.205078
	Iteration 61Q: 3 clusters Score -178099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -178100.203125 Penalty: 757.205078
	Iteration 62Q: 3 clusters Score -178100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -178101.921875 Penalty: 757.205078
	Iteration 63Q: 3 clusters Score -178101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -178102.437500 Penalty: 757.205078
	Iteration 64Q: 3 clusters Score -178102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -178102.640625 Penalty: 757.205078
	Iteration 65Q: 3 clusters Score -178102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -178103.218750 Penalty: 757.205078
	Iteration 66Q: 3 clusters Score -178103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -178103.109375 Penalty: 757.205078
	Iteration 67Q: 3 clusters Score -178103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -178103.343750 Penalty: 757.205078
	Iteration 68Q: 3 clusters Score -178103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -178103.468750 Penalty: 757.205078
	Iteration 69Q: 3 clusters Score -178103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -178103.468750 Penalty: 757.205078
	Iteration 70F: 3 clusters Score -178103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (307780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307780 members 
Entering Unmasked Estep 
Score: -13681148.000000 Penalty: 574.989868
	Iteration 0F: 2 clusters Score -1.368115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -13476092.000000 Penalty: 1149.979736
	Iteration 0F: 3 clusters Score -1.347609e+07 nChanged 151784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -13571542.000000 Penalty: 1149.979736
	Iteration 1F: 3 clusters Score -1.357154e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -13576873.000000 Penalty: 1149.979736
	Iteration 2Q: 3 clusters Score -1.357687e+07 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194132 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -13586032.000000 Penalty: 1149.979736
	Iteration 3F: 3 clusters Score -1.358603e+07 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214327 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -13601895.000000 Penalty: 1149.979736
	Iteration 4F: 3 clusters Score -1.36019e+07 nChanged 24101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237804 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -13622991.000000 Penalty: 1149.979736
	Iteration 5F: 3 clusters Score -1.362299e+07 nChanged 22338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259920 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -13643906.000000 Penalty: 1149.979736
	Iteration 6F: 3 clusters Score -1.364391e+07 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276836 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -13660186.000000 Penalty: 1149.979736
	Iteration 7F: 3 clusters Score -1.366019e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288111 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -13670270.000000 Penalty: 1149.979736
	Iteration 8Q: 3 clusters Score -1.367027e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295672 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -13675667.000000 Penalty: 1149.979736
	Iteration 9Q: 3 clusters Score -1.367567e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300759 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -13678393.000000 Penalty: 1149.979736
	Iteration 10Q: 3 clusters Score -1.367839e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303937 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -13679604.000000 Penalty: 1149.979736
	Iteration 11Q: 3 clusters Score -1.36796e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305755 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -13680224.000000 Penalty: 1149.979736
	Iteration 12Q: 3 clusters Score -1.368022e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306730 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13680455.000000 Penalty: 1149.979736
	Iteration 13Q: 3 clusters Score -1.368046e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307228 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13680527.000000 Penalty: 1149.979736
	Iteration 14Q: 3 clusters Score -1.368053e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307458 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13680601.000000 Penalty: 1149.979736
	Iteration 15Q: 3 clusters Score -1.36806e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307569 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13680638.000000 Penalty: 1149.979736
	Iteration 16Q: 3 clusters Score -1.368064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307620 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13680635.000000 Penalty: 1149.979736
	Iteration 17Q: 3 clusters Score -1.368064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307648 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13680651.000000 Penalty: 1149.979736
	Iteration 18Q: 3 clusters Score -1.368065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307665 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13680666.000000 Penalty: 1149.979736
	Iteration 19Q: 3 clusters Score -1.368067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307676 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13680670.000000 Penalty: 1149.979736
	Iteration 20F: 3 clusters Score -1.368067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307682 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13680675.000000 Penalty: 1149.979736
	Iteration 21Q: 3 clusters Score -1.368068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307684 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13680674.000000 Penalty: 1149.979736
	Iteration 22Q: 3 clusters Score -1.368067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307684 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13680678.000000 Penalty: 1149.979736
	Iteration 23Q: 3 clusters Score -1.368068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307686 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13680687.000000 Penalty: 1149.979736
	Iteration 24Q: 3 clusters Score -1.368069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13680686.000000 Penalty: 1149.979736
	Iteration 25Q: 3 clusters Score -1.368069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13680686.000000 Penalty: 1149.979736
	Iteration 26Q: 3 clusters Score -1.368069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307688 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13680687.000000 Penalty: 1149.979736
	Iteration 27Q: 3 clusters Score -1.368069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307688 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13680687.000000 Penalty: 1149.979736
	Iteration 28F: 3 clusters Score -1.368069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -38294.460938 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -38294.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -37444.925781 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -37444.93 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37729.082031 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -37729.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37779.468750 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -37779.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37803.296875 Penalty: 631.999634
	Iteration 3Q: 3 clusters Score -37803.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37830.914062 Penalty: 631.999634
	Iteration 4Q: 3 clusters Score -37830.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37868.343750 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -37868.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37901.917969 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -37901.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37923.820312 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -37923.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37954.687500 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -37954.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38011.632812 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -38011.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38035.335938 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -38035.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38044.480469 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -38044.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38048.035156 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -38048.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38050.777344 Penalty: 631.999634
	Iteration 13Q: 3 clusters Score -38050.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38053.992188 Penalty: 631.999634
	Iteration 14Q: 3 clusters Score -38053.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38056.230469 Penalty: 631.999634
	Iteration 15Q: 3 clusters Score -38056.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38056.492188 Penalty: 631.999634
	Iteration 16Q: 3 clusters Score -38056.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38056.492188 Penalty: 631.999634
	Iteration 17F: 3 clusters Score -38056.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Entering Unmasked Estep 
Score: -4192850.500000 Penalty: 522.306091
	Iteration 0F: 2 clusters Score -4192850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -4127439.750000 Penalty: 1044.612183
	Iteration 0F: 3 clusters Score -4127440 nChanged 47455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -4156172.000000 Penalty: 1044.612183
	Iteration 1F: 3 clusters Score -4156172 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -4157701.250000 Penalty: 1044.612183
	Iteration 2Q: 3 clusters Score -4157701 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -4159913.000000 Penalty: 1044.612183
	Iteration 3F: 3 clusters Score -4159913 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -4163271.750000 Penalty: 1044.612183
	Iteration 4F: 3 clusters Score -4163272 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -4167898.250000 Penalty: 1044.612183
	Iteration 5F: 3 clusters Score -4167898 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -4173340.750000 Penalty: 1044.612183
	Iteration 6F: 3 clusters Score -4173341 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -4178687.250000 Penalty: 1044.612183
	Iteration 7F: 3 clusters Score -4178687 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -4183056.500000 Penalty: 1044.612183
	Iteration 8Q: 3 clusters Score -4183056 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -4186044.250000 Penalty: 1044.612183
	Iteration 9Q: 3 clusters Score -4186044 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -4188086.250000 Penalty: 1044.612183
	Iteration 10Q: 3 clusters Score -4188086 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -4189444.750000 Penalty: 1044.612183
	Iteration 11Q: 3 clusters Score -4189445 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -4190418.750000 Penalty: 1044.612183
	Iteration 12Q: 3 clusters Score -4190419 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -4191017.250000 Penalty: 1044.612183
	Iteration 13Q: 3 clusters Score -4191017 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -4191486.500000 Penalty: 1044.612183
	Iteration 14Q: 3 clusters Score -4191486 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -4191848.750000 Penalty: 1044.612183
	Iteration 15Q: 3 clusters Score -4191849 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -4192069.500000 Penalty: 1044.612183
	Iteration 16Q: 3 clusters Score -4192070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -4192201.750000 Penalty: 1044.612183
	Iteration 17Q: 3 clusters Score -4192202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -4192296.000000 Penalty: 1044.612183
	Iteration 18Q: 3 clusters Score -4192296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -4192354.000000 Penalty: 1044.612183
	Iteration 19Q: 3 clusters Score -4192354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -4192390.750000 Penalty: 1044.612183
	Iteration 20F: 3 clusters Score -4192391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -4192405.750000 Penalty: 1044.612183
	Iteration 21Q: 3 clusters Score -4192406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -4192427.750000 Penalty: 1044.612183
	Iteration 22Q: 3 clusters Score -4192428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -4192433.000000 Penalty: 1044.612183
	Iteration 23Q: 3 clusters Score -4192433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -4192438.500000 Penalty: 1044.612183
	Iteration 24Q: 3 clusters Score -4192438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -4192438.250000 Penalty: 1044.612183
	Iteration 25Q: 3 clusters Score -4192438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -4192438.250000 Penalty: 1044.612183
	Iteration 26F: 3 clusters Score -4192438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Entering Unmasked Estep 
Score: -1286886.875000 Penalty: 465.892181
	Iteration 0F: 2 clusters Score -1286887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1268311.250000 Penalty: 931.784363
	Iteration 0F: 3 clusters Score -1268311 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1276988.000000 Penalty: 931.784363
	Iteration 1F: 3 clusters Score -1276988 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1278335.875000 Penalty: 931.784363
	Iteration 2F: 3 clusters Score -1278336 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -1280659.250000 Penalty: 931.784363
	Iteration 3F: 3 clusters Score -1280659 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -1283466.500000 Penalty: 931.784363
	Iteration 4F: 3 clusters Score -1283466 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -1285401.250000 Penalty: 931.784363
	Iteration 5F: 3 clusters Score -1285401 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -1286186.750000 Penalty: 931.784363
	Iteration 6Q: 3 clusters Score -1286187 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1286367.000000 Penalty: 931.784363
	Iteration 7Q: 3 clusters Score -1286367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -1286421.000000 Penalty: 931.784363
	Iteration 8Q: 3 clusters Score -1286421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -1286438.000000 Penalty: 931.784363
	Iteration 9Q: 3 clusters Score -1286438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -1286445.750000 Penalty: 931.784363
	Iteration 10Q: 3 clusters Score -1286446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -1286445.750000 Penalty: 931.784363
	Iteration 11F: 3 clusters Score -1286446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -21135.902344 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -21135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20665.945312 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -20665.95 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20769.025391 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -20769.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20795.035156 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -20795.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20803.878906 Penalty: 566.614868
	Iteration 3Q: 3 clusters Score -20803.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20811.480469 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -20811.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20817.093750 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -20817.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20823.912109 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -20823.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20833.658203 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -20833.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20841.679688 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -20841.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20847.974609 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -20847.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20850.904297 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -20850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20863.562500 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -20863.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20874.490234 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -20874.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20880.132812 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -20880.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20882.126953 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -20882.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20885.185547 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -20885.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20887.662109 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -20887.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20888.929688 Penalty: 566.614868
	Iteration 17Q: 3 clusters Score -20888.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20891.552734 Penalty: 566.614868
	Iteration 18Q: 3 clusters Score -20891.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20895.275391 Penalty: 566.614868
	Iteration 19Q: 3 clusters Score -20895.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20895.746094 Penalty: 566.614868
	Iteration 20F: 3 clusters Score -20895.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20895.970703 Penalty: 566.614868
	Iteration 21Q: 3 clusters Score -20895.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20895.970703 Penalty: 566.614868
	Iteration 22F: 3 clusters Score -20895.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -130702.421875 Penalty: 365.825684
	Iteration 0F: 2 clusters Score -130702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -128558.726562 Penalty: 731.651367
	Iteration 0F: 3 clusters Score -128558.7 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -129260.687500 Penalty: 731.651367
	Iteration 1F: 3 clusters Score -129260.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -129336.507812 Penalty: 731.651367
	Iteration 2F: 3 clusters Score -129336.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -129414.867188 Penalty: 731.651367
	Iteration 3Q: 3 clusters Score -129414.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -129517.046875 Penalty: 731.651367
	Iteration 4Q: 3 clusters Score -129517 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -129638.375000 Penalty: 731.651367
	Iteration 5Q: 3 clusters Score -129638.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -129750.320312 Penalty: 731.651367
	Iteration 6Q: 3 clusters Score -129750.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -129844.101562 Penalty: 731.651367
	Iteration 7Q: 3 clusters Score -129844.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -129919.085938 Penalty: 731.651367
	Iteration 8Q: 3 clusters Score -129919.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -129979.398438 Penalty: 731.651367
	Iteration 9Q: 3 clusters Score -129979.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -130014.523438 Penalty: 731.651367
	Iteration 10Q: 3 clusters Score -130014.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -130045.242188 Penalty: 731.651367
	Iteration 11Q: 3 clusters Score -130045.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -130067.585938 Penalty: 731.651367
	Iteration 12Q: 3 clusters Score -130067.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -130079.703125 Penalty: 731.651367
	Iteration 13Q: 3 clusters Score -130079.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -130087.835938 Penalty: 731.651367
	Iteration 14Q: 3 clusters Score -130087.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -130093.085938 Penalty: 731.651367
	Iteration 15Q: 3 clusters Score -130093.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -130096.531250 Penalty: 731.651367
	Iteration 16Q: 3 clusters Score -130096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -130098.875000 Penalty: 731.651367
	Iteration 17Q: 3 clusters Score -130098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -130099.421875 Penalty: 731.651367
	Iteration 18Q: 3 clusters Score -130099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -130100.101562 Penalty: 731.651367
	Iteration 19Q: 3 clusters Score -130100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -130100.726562 Penalty: 731.651367
	Iteration 20F: 3 clusters Score -130100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -130101.140625 Penalty: 731.651367
	Iteration 21Q: 3 clusters Score -130101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -130101.484375 Penalty: 731.651367
	Iteration 22Q: 3 clusters Score -130101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -130101.484375 Penalty: 731.651367
	Iteration 23F: 3 clusters Score -130101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4342.811523 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4342.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4128.976074 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4128.976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4215.654785 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4215.655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4251.840332 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4251.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4267.820312 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4267.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4277.723633 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4277.724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4283.354980 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4283.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4283.354980 Penalty: 440.101654
	Iteration 6F: 3 clusters Score -4283.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -197058.781250 Penalty: 381.414978
	Iteration 0F: 2 clusters Score -197058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -194103.734375 Penalty: 762.829956
	Iteration 0F: 3 clusters Score -194103.7 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -195158.843750 Penalty: 762.829956
	Iteration 1F: 3 clusters Score -195158.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -195286.921875 Penalty: 762.829956
	Iteration 2F: 3 clusters Score -195286.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -195437.546875 Penalty: 762.829956
	Iteration 3F: 3 clusters Score -195437.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -195649.500000 Penalty: 762.829956
	Iteration 4F: 3 clusters Score -195649.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -195888.781250 Penalty: 762.829956
	Iteration 5F: 3 clusters Score -195888.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -196126.328125 Penalty: 762.829956
	Iteration 6F: 3 clusters Score -196126.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -196314.250000 Penalty: 762.829956
	Iteration 7Q: 3 clusters Score -196314.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -196435.484375 Penalty: 762.829956
	Iteration 8Q: 3 clusters Score -196435.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -196526.671875 Penalty: 762.829956
	Iteration 9Q: 3 clusters Score -196526.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -196596.734375 Penalty: 762.829956
	Iteration 10Q: 3 clusters Score -196596.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -196632.953125 Penalty: 762.829956
	Iteration 11Q: 3 clusters Score -196633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -196661.265625 Penalty: 762.829956
	Iteration 12Q: 3 clusters Score -196661.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -196684.296875 Penalty: 762.829956
	Iteration 13Q: 3 clusters Score -196684.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -196693.187500 Penalty: 762.829956
	Iteration 14Q: 3 clusters Score -196693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -196697.890625 Penalty: 762.829956
	Iteration 15Q: 3 clusters Score -196697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -196702.265625 Penalty: 762.829956
	Iteration 16Q: 3 clusters Score -196702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -196705.984375 Penalty: 762.829956
	Iteration 17Q: 3 clusters Score -196706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -196711.156250 Penalty: 762.829956
	Iteration 18Q: 3 clusters Score -196711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -196715.578125 Penalty: 762.829956
	Iteration 19Q: 3 clusters Score -196715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -196717.359375 Penalty: 762.829956
	Iteration 20F: 3 clusters Score -196717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -196718.171875 Penalty: 762.829956
	Iteration 21Q: 3 clusters Score -196718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -196720.171875 Penalty: 762.829956
	Iteration 22Q: 3 clusters Score -196720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -196721.484375 Penalty: 762.829956
	Iteration 23Q: 3 clusters Score -196721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -196723.375000 Penalty: 762.829956
	Iteration 24Q: 3 clusters Score -196723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -196723.968750 Penalty: 762.829956
	Iteration 25Q: 3 clusters Score -196724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -196726.250000 Penalty: 762.829956
	Iteration 26Q: 3 clusters Score -196726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -196728.437500 Penalty: 762.829956
	Iteration 27Q: 3 clusters Score -196728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -196729.437500 Penalty: 762.829956
	Iteration 28Q: 3 clusters Score -196729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -196730.546875 Penalty: 762.829956
	Iteration 29Q: 3 clusters Score -196730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -196731.343750 Penalty: 762.829956
	Iteration 30Q: 3 clusters Score -196731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -196731.453125 Penalty: 762.829956
	Iteration 31Q: 3 clusters Score -196731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -196731.468750 Penalty: 762.829956
	Iteration 32Q: 3 clusters Score -196731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -196731.687500 Penalty: 762.829956
	Iteration 33Q: 3 clusters Score -196731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -196732.484375 Penalty: 762.829956
	Iteration 34Q: 3 clusters Score -196732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -196733.031250 Penalty: 762.829956
	Iteration 35Q: 3 clusters Score -196733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -196733.734375 Penalty: 762.829956
	Iteration 36Q: 3 clusters Score -196733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -196735.812500 Penalty: 762.829956
	Iteration 37Q: 3 clusters Score -196735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -196736.468750 Penalty: 762.829956
	Iteration 38Q: 3 clusters Score -196736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -196737.343750 Penalty: 762.829956
	Iteration 39Q: 3 clusters Score -196737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -196738.171875 Penalty: 762.829956
	Iteration 40F: 3 clusters Score -196738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Entering Unmasked Estep 
Score: -334282.750000 Penalty: 407.172485
	Iteration 0F: 2 clusters Score -334282.8 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 3907 members 
Entering Unmasked Estep 
Score: -329128.656250 Penalty: 814.344971
	Iteration 0F: 3 clusters Score -329128.7 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -331088.562500 Penalty: 814.344971
	Iteration 1F: 3 clusters Score -331088.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -331319.312500 Penalty: 814.344971
	Iteration 2F: 3 clusters Score -331319.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -331662.343750 Penalty: 814.344971
	Iteration 3F: 3 clusters Score -331662.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -332181.000000 Penalty: 814.344971
	Iteration 4F: 3 clusters Score -332181 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -332834.625000 Penalty: 814.344971
	Iteration 5F: 3 clusters Score -332834.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -333405.312500 Penalty: 814.344971
	Iteration 6F: 3 clusters Score -333405.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -333713.656250 Penalty: 814.344971
	Iteration 7Q: 3 clusters Score -333713.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -333841.906250 Penalty: 814.344971
	Iteration 8Q: 3 clusters Score -333841.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -333911.531250 Penalty: 814.344971
	Iteration 9Q: 3 clusters Score -333911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -333930.187500 Penalty: 814.344971
	Iteration 10Q: 3 clusters Score -333930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -333936.750000 Penalty: 814.344971
	Iteration 11Q: 3 clusters Score -333936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -333936.750000 Penalty: 814.344971
	Iteration 12F: 3 clusters Score -333936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -226724.781250 Penalty: 388.664673
	Iteration 0F: 2 clusters Score -226724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -223227.484375 Penalty: 777.329346
	Iteration 0F: 3 clusters Score -223227.5 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -224569.718750 Penalty: 777.329346
	Iteration 1F: 3 clusters Score -224569.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -224708.687500 Penalty: 777.329346
	Iteration 2F: 3 clusters Score -224708.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -224827.656250 Penalty: 777.329346
	Iteration 3F: 3 clusters Score -224827.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -224932.453125 Penalty: 777.329346
	Iteration 4Q: 3 clusters Score -224932.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -225095.453125 Penalty: 777.329346
	Iteration 5Q: 3 clusters Score -225095.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -225337.359375 Penalty: 777.329346
	Iteration 6F: 3 clusters Score -225337.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -225609.031250 Penalty: 777.329346
	Iteration 7F: 3 clusters Score -225609 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -225806.156250 Penalty: 777.329346
	Iteration 8F: 3 clusters Score -225806.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -225916.531250 Penalty: 777.329346
	Iteration 9Q: 3 clusters Score -225916.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -225969.031250 Penalty: 777.329346
	Iteration 10Q: 3 clusters Score -225969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -225999.015625 Penalty: 777.329346
	Iteration 11Q: 3 clusters Score -225999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -226016.546875 Penalty: 777.329346
	Iteration 12Q: 3 clusters Score -226016.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -226032.671875 Penalty: 777.329346
	Iteration 13Q: 3 clusters Score -226032.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -226049.984375 Penalty: 777.329346
	Iteration 14Q: 3 clusters Score -226050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -226064.562500 Penalty: 777.329346
	Iteration 15Q: 3 clusters Score -226064.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -226073.390625 Penalty: 777.329346
	Iteration 16Q: 3 clusters Score -226073.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -226079.609375 Penalty: 777.329346
	Iteration 17Q: 3 clusters Score -226079.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -226085.421875 Penalty: 777.329346
	Iteration 18Q: 3 clusters Score -226085.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -226089.031250 Penalty: 777.329346
	Iteration 19Q: 3 clusters Score -226089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -226091.890625 Penalty: 777.329346
	Iteration 20F: 3 clusters Score -226091.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -226094.359375 Penalty: 777.329346
	Iteration 21Q: 3 clusters Score -226094.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -226097.390625 Penalty: 777.329346
	Iteration 22Q: 3 clusters Score -226097.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -226102.921875 Penalty: 777.329346
	Iteration 23Q: 3 clusters Score -226102.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -226108.859375 Penalty: 777.329346
	Iteration 24Q: 3 clusters Score -226108.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -226112.750000 Penalty: 777.329346
	Iteration 25Q: 3 clusters Score -226112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -226117.000000 Penalty: 777.329346
	Iteration 26Q: 3 clusters Score -226117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -226119.781250 Penalty: 777.329346
	Iteration 27Q: 3 clusters Score -226119.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -226121.734375 Penalty: 777.329346
	Iteration 28Q: 3 clusters Score -226121.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -226124.484375 Penalty: 777.329346
	Iteration 29Q: 3 clusters Score -226124.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -226130.250000 Penalty: 777.329346
	Iteration 30Q: 3 clusters Score -226130.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -226138.906250 Penalty: 777.329346
	Iteration 31Q: 3 clusters Score -226138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -226142.140625 Penalty: 777.329346
	Iteration 32Q: 3 clusters Score -226142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -226142.890625 Penalty: 777.329346
	Iteration 33Q: 3 clusters Score -226142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -226144.453125 Penalty: 777.329346
	Iteration 34Q: 3 clusters Score -226144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -226145.031250 Penalty: 777.329346
	Iteration 35Q: 3 clusters Score -226145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -226145.468750 Penalty: 777.329346
	Iteration 36Q: 3 clusters Score -226145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -226147.781250 Penalty: 777.329346
	Iteration 37Q: 3 clusters Score -226147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -226149.250000 Penalty: 777.329346
	Iteration 38Q: 3 clusters Score -226149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -226151.000000 Penalty: 777.329346
	Iteration 39Q: 3 clusters Score -226151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -226152.343750 Penalty: 777.329346
	Iteration 40F: 3 clusters Score -226152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -226153.828125 Penalty: 777.329346
	Iteration 41Q: 3 clusters Score -226153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -226156.218750 Penalty: 777.329346
	Iteration 42Q: 3 clusters Score -226156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -226157.640625 Penalty: 777.329346
	Iteration 43Q: 3 clusters Score -226157.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -226159.984375 Penalty: 777.329346
	Iteration 44Q: 3 clusters Score -226160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -226161.953125 Penalty: 777.329346
	Iteration 45Q: 3 clusters Score -226162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -226165.109375 Penalty: 777.329346
	Iteration 46Q: 3 clusters Score -226165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -226169.437500 Penalty: 777.329346
	Iteration 47Q: 3 clusters Score -226169.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -226175.687500 Penalty: 777.329346
	Iteration 48Q: 3 clusters Score -226175.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -226185.843750 Penalty: 777.329346
	Iteration 49Q: 3 clusters Score -226185.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -226196.187500 Penalty: 777.329346
	Iteration 50Q: 3 clusters Score -226196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -226205.390625 Penalty: 777.329346
	Iteration 51Q: 3 clusters Score -226205.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -226215.453125 Penalty: 777.329346
	Iteration 52Q: 3 clusters Score -226215.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -226224.593750 Penalty: 777.329346
	Iteration 53Q: 3 clusters Score -226224.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -226231.078125 Penalty: 777.329346
	Iteration 54Q: 3 clusters Score -226231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -226239.531250 Penalty: 777.329346
	Iteration 55Q: 3 clusters Score -226239.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -226250.296875 Penalty: 777.329346
	Iteration 56Q: 3 clusters Score -226250.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -226268.125000 Penalty: 777.329346
	Iteration 57Q: 3 clusters Score -226268.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -226289.234375 Penalty: 777.329346
	Iteration 58Q: 3 clusters Score -226289.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -226308.062500 Penalty: 777.329346
	Iteration 59Q: 3 clusters Score -226308.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -226323.531250 Penalty: 777.329346
	Iteration 60F: 3 clusters Score -226323.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -226339.093750 Penalty: 777.329346
	Iteration 61Q: 3 clusters Score -226339.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -226354.156250 Penalty: 777.329346
	Iteration 62Q: 3 clusters Score -226354.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -226370.390625 Penalty: 777.329346
	Iteration 63Q: 3 clusters Score -226370.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -226387.546875 Penalty: 777.329346
	Iteration 64Q: 3 clusters Score -226387.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -226400.187500 Penalty: 777.329346
	Iteration 65Q: 3 clusters Score -226400.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -226406.765625 Penalty: 777.329346
	Iteration 66Q: 3 clusters Score -226406.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -226412.343750 Penalty: 777.329346
	Iteration 67Q: 3 clusters Score -226412.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -226416.562500 Penalty: 777.329346
	Iteration 68Q: 3 clusters Score -226416.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -226418.281250 Penalty: 777.329346
	Iteration 69Q: 3 clusters Score -226418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -226421.421875 Penalty: 777.329346
	Iteration 70Q: 3 clusters Score -226421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -226424.125000 Penalty: 777.329346
	Iteration 71Q: 3 clusters Score -226424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -226424.265625 Penalty: 777.329346
	Iteration 72Q: 3 clusters Score -226424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -226424.578125 Penalty: 777.329346
	Iteration 73Q: 3 clusters Score -226424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -226425.171875 Penalty: 777.329346
	Iteration 74Q: 3 clusters Score -226425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -226425.140625 Penalty: 777.329346
	Iteration 75Q: 3 clusters Score -226425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -226425.140625 Penalty: 777.329346
	Iteration 76F: 3 clusters Score -226425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -23326.150391 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -23326.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22825.855469 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -22825.86 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22931.322266 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -22931.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22963.216797 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -22963.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22973.044922 Penalty: 567.331360
	Iteration 3Q: 3 clusters Score -22973.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22976.167969 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -22976.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22979.382812 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -22979.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22982.468750 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -22982.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22985.761719 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -22985.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22990.548828 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -22990.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22998.750000 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -22998.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23003.357422 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -23003.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23005.029297 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -23005.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23006.382812 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -23006.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23008.250000 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -23008.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23010.796875 Penalty: 567.331360
	Iteration 14Q: 3 clusters Score -23010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23016.783203 Penalty: 567.331360
	Iteration 15Q: 3 clusters Score -23016.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23020.478516 Penalty: 567.331360
	Iteration 16Q: 3 clusters Score -23020.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23023.361328 Penalty: 567.331360
	Iteration 17Q: 3 clusters Score -23023.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23024.914062 Penalty: 567.331360
	Iteration 18Q: 3 clusters Score -23024.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23027.154297 Penalty: 567.331360
	Iteration 19Q: 3 clusters Score -23027.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23028.257812 Penalty: 567.331360
	Iteration 20F: 3 clusters Score -23028.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23030.113281 Penalty: 567.331360
	Iteration 21Q: 3 clusters Score -23030.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23030.982422 Penalty: 567.331360
	Iteration 22Q: 3 clusters Score -23030.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23031.513672 Penalty: 567.331360
	Iteration 23Q: 3 clusters Score -23031.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23031.513672 Penalty: 567.331360
	Iteration 24F: 3 clusters Score -23031.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -71930.226562 Penalty: 337.032959
	Iteration 0F: 2 clusters Score -71930.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -70754.156250 Penalty: 674.065918
	Iteration 0F: 3 clusters Score -70754.16 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71164.250000 Penalty: 674.065918
	Iteration 1F: 3 clusters Score -71164.25 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -71250.250000 Penalty: 674.065918
	Iteration 2F: 3 clusters Score -71250.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71310.007812 Penalty: 674.065918
	Iteration 3F: 3 clusters Score -71310.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -71344.179688 Penalty: 674.065918
	Iteration 4Q: 3 clusters Score -71344.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -71371.656250 Penalty: 674.065918
	Iteration 5Q: 3 clusters Score -71371.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71396.078125 Penalty: 674.065918
	Iteration 6Q: 3 clusters Score -71396.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71419.515625 Penalty: 674.065918
	Iteration 7Q: 3 clusters Score -71419.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71436.976562 Penalty: 674.065918
	Iteration 8Q: 3 clusters Score -71436.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -71454.328125 Penalty: 674.065918
	Iteration 9Q: 3 clusters Score -71454.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71465.835938 Penalty: 674.065918
	Iteration 10Q: 3 clusters Score -71465.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71476.539062 Penalty: 674.065918
	Iteration 11Q: 3 clusters Score -71476.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71487.171875 Penalty: 674.065918
	Iteration 12Q: 3 clusters Score -71487.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71503.437500 Penalty: 674.065918
	Iteration 13Q: 3 clusters Score -71503.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71519.718750 Penalty: 674.065918
	Iteration 14Q: 3 clusters Score -71519.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71530.382812 Penalty: 674.065918
	Iteration 15Q: 3 clusters Score -71530.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71537.367188 Penalty: 674.065918
	Iteration 16Q: 3 clusters Score -71537.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71543.445312 Penalty: 674.065918
	Iteration 17Q: 3 clusters Score -71543.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71550.343750 Penalty: 674.065918
	Iteration 18Q: 3 clusters Score -71550.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71560.140625 Penalty: 674.065918
	Iteration 19Q: 3 clusters Score -71560.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71572.507812 Penalty: 674.065918
	Iteration 20F: 3 clusters Score -71572.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71585.234375 Penalty: 674.065918
	Iteration 21Q: 3 clusters Score -71585.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71594.257812 Penalty: 674.065918
	Iteration 22Q: 3 clusters Score -71594.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71598.210938 Penalty: 674.065918
	Iteration 23Q: 3 clusters Score -71598.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71603.257812 Penalty: 674.065918
	Iteration 24Q: 3 clusters Score -71603.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71606.257812 Penalty: 674.065918
	Iteration 25Q: 3 clusters Score -71606.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71607.367188 Penalty: 674.065918
	Iteration 26Q: 3 clusters Score -71607.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71608.203125 Penalty: 674.065918
	Iteration 27Q: 3 clusters Score -71608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71609.562500 Penalty: 674.065918
	Iteration 28Q: 3 clusters Score -71609.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71611.359375 Penalty: 674.065918
	Iteration 29Q: 3 clusters Score -71611.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71612.953125 Penalty: 674.065918
	Iteration 30Q: 3 clusters Score -71612.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71615.273438 Penalty: 674.065918
	Iteration 31Q: 3 clusters Score -71615.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71617.109375 Penalty: 674.065918
	Iteration 32Q: 3 clusters Score -71617.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71618.492188 Penalty: 674.065918
	Iteration 33Q: 3 clusters Score -71618.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71621.046875 Penalty: 674.065918
	Iteration 34Q: 3 clusters Score -71621.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71621.898438 Penalty: 674.065918
	Iteration 35Q: 3 clusters Score -71621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71622.992188 Penalty: 674.065918
	Iteration 36Q: 3 clusters Score -71622.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71623.851562 Penalty: 674.065918
	Iteration 37Q: 3 clusters Score -71623.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71624.609375 Penalty: 674.065918
	Iteration 38Q: 3 clusters Score -71624.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71624.976562 Penalty: 674.065918
	Iteration 39Q: 3 clusters Score -71624.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71626.273438 Penalty: 674.065918
	Iteration 40F: 3 clusters Score -71626.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71628.789062 Penalty: 674.065918
	Iteration 41Q: 3 clusters Score -71628.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71629.859375 Penalty: 674.065918
	Iteration 42Q: 3 clusters Score -71629.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71630.734375 Penalty: 674.065918
	Iteration 43Q: 3 clusters Score -71630.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71631.539062 Penalty: 674.065918
	Iteration 44Q: 3 clusters Score -71631.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71631.945312 Penalty: 674.065918
	Iteration 45Q: 3 clusters Score -71631.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71632.218750 Penalty: 674.065918
	Iteration 46Q: 3 clusters Score -71632.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71632.343750 Penalty: 674.065918
	Iteration 47Q: 3 clusters Score -71632.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71632.492188 Penalty: 674.065918
	Iteration 48Q: 3 clusters Score -71632.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71632.492188 Penalty: 674.065918
	Iteration 49F: 3 clusters Score -71632.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Entering Unmasked Estep 
Score: -832152.500000 Penalty: 449.253265
	Iteration 0F: 2 clusters Score -832152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -819097.625000 Penalty: 898.506531
	Iteration 0F: 3 clusters Score -819097.6 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -824457.187500 Penalty: 898.506531
	Iteration 1F: 3 clusters Score -824457.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -824871.312500 Penalty: 898.506531
	Iteration 2Q: 3 clusters Score -824871.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -825432.500000 Penalty: 898.506531
	Iteration 3F: 3 clusters Score -825432.5 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -826240.125000 Penalty: 898.506531
	Iteration 4F: 3 clusters Score -826240.1 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -827304.500000 Penalty: 898.506531
	Iteration 5F: 3 clusters Score -827304.5 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -828603.000000 Penalty: 898.506531
	Iteration 6F: 3 clusters Score -828603 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -829754.000000 Penalty: 898.506531
	Iteration 7F: 3 clusters Score -829754 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -830476.875000 Penalty: 898.506531
	Iteration 8Q: 3 clusters Score -830476.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -830874.562500 Penalty: 898.506531
	Iteration 9Q: 3 clusters Score -830874.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -831087.062500 Penalty: 898.506531
	Iteration 10Q: 3 clusters Score -831087.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -831210.875000 Penalty: 898.506531
	Iteration 11Q: 3 clusters Score -831210.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -831312.437500 Penalty: 898.506531
	Iteration 12Q: 3 clusters Score -831312.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -831400.125000 Penalty: 898.506531
	Iteration 13Q: 3 clusters Score -831400.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -831467.625000 Penalty: 898.506531
	Iteration 14Q: 3 clusters Score -831467.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -831536.812500 Penalty: 898.506531
	Iteration 15Q: 3 clusters Score -831536.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -831596.937500 Penalty: 898.506531
	Iteration 16Q: 3 clusters Score -831596.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -831644.000000 Penalty: 898.506531
	Iteration 17Q: 3 clusters Score -831644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -831680.000000 Penalty: 898.506531
	Iteration 18Q: 3 clusters Score -831680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -831707.562500 Penalty: 898.506531
	Iteration 19Q: 3 clusters Score -831707.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -831718.187500 Penalty: 898.506531
	Iteration 20F: 3 clusters Score -831718.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -831727.187500 Penalty: 898.506531
	Iteration 21Q: 3 clusters Score -831727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -831730.312500 Penalty: 898.506531
	Iteration 22Q: 3 clusters Score -831730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -831735.250000 Penalty: 898.506531
	Iteration 23Q: 3 clusters Score -831735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -831738.875000 Penalty: 898.506531
	Iteration 24Q: 3 clusters Score -831738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -831741.062500 Penalty: 898.506531
	Iteration 25Q: 3 clusters Score -831741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -831741.937500 Penalty: 898.506531
	Iteration 26Q: 3 clusters Score -831741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -831741.687500 Penalty: 898.506531
	Iteration 27Q: 3 clusters Score -831741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -831744.000000 Penalty: 898.506531
	Iteration 28Q: 3 clusters Score -831744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -831744.937500 Penalty: 898.506531
	Iteration 29Q: 3 clusters Score -831744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -831746.375000 Penalty: 898.506531
	Iteration 30Q: 3 clusters Score -831746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -831747.250000 Penalty: 898.506531
	Iteration 31Q: 3 clusters Score -831747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -831750.875000 Penalty: 898.506531
	Iteration 32Q: 3 clusters Score -831750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -831753.000000 Penalty: 898.506531
	Iteration 33Q: 3 clusters Score -831753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -831759.687500 Penalty: 898.506531
	Iteration 34Q: 3 clusters Score -831759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -831762.375000 Penalty: 898.506531
	Iteration 35Q: 3 clusters Score -831762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -831765.500000 Penalty: 898.506531
	Iteration 36Q: 3 clusters Score -831765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -831767.187500 Penalty: 898.506531
	Iteration 37Q: 3 clusters Score -831767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -831769.250000 Penalty: 898.506531
	Iteration 38Q: 3 clusters Score -831769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -831772.937500 Penalty: 898.506531
	Iteration 39Q: 3 clusters Score -831772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -831774.937500 Penalty: 898.506531
	Iteration 40F: 3 clusters Score -831774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -831774.250000 Penalty: 898.506531
	Iteration 41Q: 3 clusters Score -831774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -831775.250000 Penalty: 898.506531
	Iteration 42Q: 3 clusters Score -831775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -831778.125000 Penalty: 898.506531
	Iteration 43Q: 3 clusters Score -831778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -831779.937500 Penalty: 898.506531
	Iteration 44Q: 3 clusters Score -831779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -831780.562500 Penalty: 898.506531
	Iteration 45Q: 3 clusters Score -831780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -831781.437500 Penalty: 898.506531
	Iteration 46Q: 3 clusters Score -831781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -831783.875000 Penalty: 898.506531
	Iteration 47Q: 3 clusters Score -831783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -831786.187500 Penalty: 898.506531
	Iteration 48Q: 3 clusters Score -831786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -831786.000000 Penalty: 898.506531
	Iteration 49Q: 3 clusters Score -831786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -831786.000000 Penalty: 898.506531
	Iteration 50F: 3 clusters Score -831786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -110282.421875 Penalty: 357.444916
	Iteration 0F: 2 clusters Score -110282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -108465.484375 Penalty: 714.889832
	Iteration 0F: 3 clusters Score -108465.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -109104.007812 Penalty: 714.889832
	Iteration 1F: 3 clusters Score -109104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -109157.843750 Penalty: 714.889832
	Iteration 2F: 3 clusters Score -109157.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -109206.039062 Penalty: 714.889832
	Iteration 3Q: 3 clusters Score -109206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -109248.906250 Penalty: 714.889832
	Iteration 4Q: 3 clusters Score -109248.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109289.812500 Penalty: 714.889832
	Iteration 5Q: 3 clusters Score -109289.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -109347.609375 Penalty: 714.889832
	Iteration 6Q: 3 clusters Score -109347.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109422.304688 Penalty: 714.889832
	Iteration 7Q: 3 clusters Score -109422.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109504.734375 Penalty: 714.889832
	Iteration 8Q: 3 clusters Score -109504.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109599.062500 Penalty: 714.889832
	Iteration 9Q: 3 clusters Score -109599.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109703.875000 Penalty: 714.889832
	Iteration 10Q: 3 clusters Score -109703.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109777.148438 Penalty: 714.889832
	Iteration 11Q: 3 clusters Score -109777.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -109848.625000 Penalty: 714.889832
	Iteration 12Q: 3 clusters Score -109848.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -109886.398438 Penalty: 714.889832
	Iteration 13Q: 3 clusters Score -109886.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -109909.867188 Penalty: 714.889832
	Iteration 14Q: 3 clusters Score -109909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -109923.179688 Penalty: 714.889832
	Iteration 15Q: 3 clusters Score -109923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -109934.429688 Penalty: 714.889832
	Iteration 16Q: 3 clusters Score -109934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -109939.687500 Penalty: 714.889832
	Iteration 17Q: 3 clusters Score -109939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -109945.921875 Penalty: 714.889832
	Iteration 18Q: 3 clusters Score -109945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -109950.054688 Penalty: 714.889832
	Iteration 19Q: 3 clusters Score -109950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -109951.734375 Penalty: 714.889832
	Iteration 20F: 3 clusters Score -109951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -109953.632812 Penalty: 714.889832
	Iteration 21Q: 3 clusters Score -109953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -109954.500000 Penalty: 714.889832
	Iteration 22Q: 3 clusters Score -109954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -109955.726562 Penalty: 714.889832
	Iteration 23Q: 3 clusters Score -109955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -109956.539062 Penalty: 714.889832
	Iteration 24Q: 3 clusters Score -109956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -109959.187500 Penalty: 714.889832
	Iteration 25Q: 3 clusters Score -109959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -109960.562500 Penalty: 714.889832
	Iteration 26Q: 3 clusters Score -109960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -109961.093750 Penalty: 714.889832
	Iteration 27Q: 3 clusters Score -109961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -109961.093750 Penalty: 714.889832
	Iteration 28F: 3 clusters Score -109961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Entering Unmasked Estep 
Score: -753603.687500 Penalty: 443.785889
	Iteration 0F: 2 clusters Score -753603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -742213.375000 Penalty: 887.571777
	Iteration 0F: 3 clusters Score -742213.4 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -746887.000000 Penalty: 887.571777
	Iteration 1F: 3 clusters Score -746887 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -747146.812500 Penalty: 887.571777
	Iteration 2Q: 3 clusters Score -747146.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -747511.125000 Penalty: 887.571777
	Iteration 3Q: 3 clusters Score -747511.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -748065.437500 Penalty: 887.571777
	Iteration 4F: 3 clusters Score -748065.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -748992.625000 Penalty: 887.571777
	Iteration 5F: 3 clusters Score -748992.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -750243.812500 Penalty: 887.571777
	Iteration 6F: 3 clusters Score -750243.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -751174.312500 Penalty: 887.571777
	Iteration 7F: 3 clusters Score -751174.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -751617.812500 Penalty: 887.571777
	Iteration 8Q: 3 clusters Score -751617.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -751867.062500 Penalty: 887.571777
	Iteration 9Q: 3 clusters Score -751867.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -752057.687500 Penalty: 887.571777
	Iteration 10Q: 3 clusters Score -752057.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -752213.812500 Penalty: 887.571777
	Iteration 11Q: 3 clusters Score -752213.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -752342.750000 Penalty: 887.571777
	Iteration 12Q: 3 clusters Score -752342.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -752473.750000 Penalty: 887.571777
	Iteration 13Q: 3 clusters Score -752473.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -752602.625000 Penalty: 887.571777
	Iteration 14Q: 3 clusters Score -752602.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -752735.625000 Penalty: 887.571777
	Iteration 15Q: 3 clusters Score -752735.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -752871.000000 Penalty: 887.571777
	Iteration 16Q: 3 clusters Score -752871 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -752988.625000 Penalty: 887.571777
	Iteration 17Q: 3 clusters Score -752988.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -753071.812500 Penalty: 887.571777
	Iteration 18Q: 3 clusters Score -753071.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -753122.500000 Penalty: 887.571777
	Iteration 19Q: 3 clusters Score -753122.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -753182.562500 Penalty: 887.571777
	Iteration 20F: 3 clusters Score -753182.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -753210.812500 Penalty: 887.571777
	Iteration 21Q: 3 clusters Score -753210.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -753228.375000 Penalty: 887.571777
	Iteration 22Q: 3 clusters Score -753228.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -753233.250000 Penalty: 887.571777
	Iteration 23Q: 3 clusters Score -753233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -753241.062500 Penalty: 887.571777
	Iteration 24Q: 3 clusters Score -753241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -753243.875000 Penalty: 887.571777
	Iteration 25Q: 3 clusters Score -753243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -753243.062500 Penalty: 887.571777
	Iteration 26Q: 3 clusters Score -753243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -753244.125000 Penalty: 887.571777
	Iteration 27Q: 3 clusters Score -753244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -753241.750000 Penalty: 887.571777
	Iteration 28Q: 3 clusters Score -753241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -753242.125000 Penalty: 887.571777
	Iteration 29Q: 3 clusters Score -753242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -753242.375000 Penalty: 887.571777
	Iteration 30Q: 3 clusters Score -753242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -753242.375000 Penalty: 887.571777
	Iteration 31F: 3 clusters Score -753242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 76566 members 
Mstep: Class 4 contains 340672 members 
Mstep: Class 5 contains 119307 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 17988 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 307780 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 12 contains 96689 members 
Mstep: Class 13 contains 27984 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 19413 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 17215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916140.000000 Penalty: 15839.890625
Iteration 159Q: 26 clusters Score -4.691614e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41762 members 
Mstep: Class 3 contains 77237 members 
Mstep: Class 4 contains 340592 members 
Mstep: Class 5 contains 119391 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 17841 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 307765 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 96202 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3164 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 19419 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 17416 members 
Mstep: Class 25 contains 13627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916436.000000 Penalty: 15839.890625
Iteration 160F: 26 clusters Score -4.691644e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41746 members 
Mstep: Class 3 contains 77912 members 
Mstep: Class 4 contains 340526 members 
Mstep: Class 5 contains 119458 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 17694 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 307706 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 95624 members 
Mstep: Class 13 contains 27784 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 3176 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 19386 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 17616 members 
Mstep: Class 25 contains 13692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916792.000000 Penalty: 15839.890625
Iteration 161Q: 26 clusters Score -4.691679e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41728 members 
Mstep: Class 3 contains 78602 members 
Mstep: Class 4 contains 340467 members 
Mstep: Class 5 contains 119497 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 17562 members 
Mstep: Class 9 contains 4130 members 
Mstep: Class 10 contains 307622 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 95009 members 
Mstep: Class 13 contains 27750 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 19354 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 17801 members 
Mstep: Class 25 contains 13760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916860.000000 Penalty: 15839.890625
Iteration 162Q: 26 clusters Score -4.691686e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41709 members 
Mstep: Class 3 contains 79286 members 
Mstep: Class 4 contains 340481 members 
Mstep: Class 5 contains 119557 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 17419 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 307486 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 94411 members 
Mstep: Class 13 contains 27681 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 19324 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 17982 members 
Mstep: Class 25 contains 13823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46916996.000000 Penalty: 15839.890625
Iteration 163Q: 26 clusters Score -4.6917e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41693 members 
Mstep: Class 3 contains 79934 members 
Mstep: Class 4 contains 340467 members 
Mstep: Class 5 contains 119644 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 17315 members 
Mstep: Class 9 contains 4174 members 
Mstep: Class 10 contains 307365 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 93808 members 
Mstep: Class 13 contains 27616 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 3130 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 1612 members 
Mstep: Class 22 contains 19295 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 18144 members 
Mstep: Class 25 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917024.000000 Penalty: 15839.890625
Iteration 164Q: 26 clusters Score -4.691702e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41682 members 
Mstep: Class 3 contains 80530 members 
Mstep: Class 4 contains 340460 members 
Mstep: Class 5 contains 119754 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 307296 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 93223 members 
Mstep: Class 13 contains 27538 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 505 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 19266 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 18296 members 
Mstep: Class 25 contains 13959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917260.000000 Penalty: 15839.890625
Iteration 165Q: 26 clusters Score -4.691726e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 41668 members 
Mstep: Class 3 contains 81124 members 
Mstep: Class 4 contains 340439 members 
Mstep: Class 5 contains 119865 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 307195 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 92660 members 
Mstep: Class 13 contains 27461 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 4196 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 19246 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 14028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917460.000000 Penalty: 15839.890625
Iteration 166Q: 26 clusters Score -4.691746e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41648 members 
Mstep: Class 3 contains 81733 members 
Mstep: Class 4 contains 340435 members 
Mstep: Class 5 contains 119960 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 16978 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 307035 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 92111 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 19240 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 18608 members 
Mstep: Class 25 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46917668.000000 Penalty: 15839.890625
Iteration 167Q: 26 clusters Score -4.691767e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 82327 members 
Mstep: Class 4 contains 340386 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 16860 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 306872 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 91601 members 
Mstep: Class 13 contains 27333 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 19224 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 18779 members 
Mstep: Class 25 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918052.000000 Penalty: 15839.890625
Iteration 168Q: 26 clusters Score -4.691805e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 82872 members 
Mstep: Class 4 contains 340395 members 
Mstep: Class 5 contains 120234 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 306678 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 91108 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 18947 members 
Mstep: Class 25 contains 14306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918160.000000 Penalty: 15839.890625
Iteration 169Q: 26 clusters Score -4.691816e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 41588 members 
Mstep: Class 3 contains 83385 members 
Mstep: Class 4 contains 340392 members 
Mstep: Class 5 contains 120378 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 306500 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 90636 members 
Mstep: Class 13 contains 27126 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 19170 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 19109 members 
Mstep: Class 25 contains 14402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918360.000000 Penalty: 15839.890625
Iteration 170Q: 26 clusters Score -4.691836e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41561 members 
Mstep: Class 3 contains 83938 members 
Mstep: Class 4 contains 340373 members 
Mstep: Class 5 contains 120522 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 16533 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 306303 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 90137 members 
Mstep: Class 13 contains 27032 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 19164 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 19277 members 
Mstep: Class 25 contains 14505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918640.000000 Penalty: 15839.890625
Iteration 171Q: 26 clusters Score -4.691864e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41553 members 
Mstep: Class 3 contains 84502 members 
Mstep: Class 4 contains 340371 members 
Mstep: Class 5 contains 120652 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 306063 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 89651 members 
Mstep: Class 13 contains 26938 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 19159 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 19457 members 
Mstep: Class 25 contains 14593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46918864.000000 Penalty: 15839.890625
Iteration 172Q: 26 clusters Score -4.691886e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41538 members 
Mstep: Class 3 contains 85027 members 
Mstep: Class 4 contains 340259 members 
Mstep: Class 5 contains 120779 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 16349 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 305947 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 89183 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 19142 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 19642 members 
Mstep: Class 25 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919132.000000 Penalty: 15839.890625
Iteration 173Q: 26 clusters Score -4.691913e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 41516 members 
Mstep: Class 3 contains 85535 members 
Mstep: Class 4 contains 340165 members 
Mstep: Class 5 contains 120909 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 305851 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 88728 members 
Mstep: Class 13 contains 26750 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 19125 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 19842 members 
Mstep: Class 25 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46919608.000000 Penalty: 15839.890625
Iteration 174Q: 26 clusters Score -4.691961e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 41478 members 
Mstep: Class 3 contains 86040 members 
Mstep: Class 4 contains 340084 members 
Mstep: Class 5 contains 121070 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3948 members 
Mstep: Class 8 contains 16081 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 305744 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 88302 members 
Mstep: Class 13 contains 26667 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 19114 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920076.000000 Penalty: 15839.890625
Iteration 175Q: 26 clusters Score -4.692008e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 41445 members 
Mstep: Class 3 contains 86556 members 
Mstep: Class 4 contains 339969 members 
Mstep: Class 5 contains 121236 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 15971 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 305643 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 87881 members 
Mstep: Class 13 contains 26553 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 4905 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 19101 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 20175 members 
Mstep: Class 25 contains 14902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920208.000000 Penalty: 15839.890625
Iteration 176Q: 26 clusters Score -4.692021e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 41418 members 
Mstep: Class 3 contains 87103 members 
Mstep: Class 4 contains 339889 members 
Mstep: Class 5 contains 121357 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 10 contains 305504 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 87434 members 
Mstep: Class 13 contains 26459 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 495 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 19091 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 20349 members 
Mstep: Class 25 contains 14972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920524.000000 Penalty: 15839.890625
Iteration 177Q: 26 clusters Score -4.692052e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41395 members 
Mstep: Class 3 contains 87588 members 
Mstep: Class 4 contains 339784 members 
Mstep: Class 5 contains 121504 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 305419 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 86985 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 19083 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 20531 members 
Mstep: Class 25 contains 15050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46920644.000000 Penalty: 15839.890625
Iteration 178Q: 26 clusters Score -4.692064e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 41382 members 
Mstep: Class 3 contains 88051 members 
Mstep: Class 4 contains 339680 members 
Mstep: Class 5 contains 121620 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 15632 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 305346 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 86560 members 
Mstep: Class 13 contains 26264 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 19077 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 20732 members 
Mstep: Class 25 contains 15127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921032.000000 Penalty: 15839.890625
Iteration 179Q: 26 clusters Score -4.692103e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41365 members 
Mstep: Class 3 contains 88499 members 
Mstep: Class 4 contains 339600 members 
Mstep: Class 5 contains 121771 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 305299 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 86133 members 
Mstep: Class 13 contains 26135 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 4852 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 19074 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 20931 members 
Mstep: Class 25 contains 15209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921120.000000 Penalty: 15839.890625
Iteration 180F: 26 clusters Score -4.692112e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41336 members 
Mstep: Class 3 contains 88941 members 
Mstep: Class 4 contains 339584 members 
Mstep: Class 5 contains 121918 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 10 contains 305183 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 85708 members 
Mstep: Class 13 contains 26018 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 119 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1576 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 21122 members 
Mstep: Class 25 contains 15306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921216.000000 Penalty: 15839.890625
Iteration 181Q: 26 clusters Score -4.692122e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 41314 members 
Mstep: Class 3 contains 89379 members 
Mstep: Class 4 contains 339572 members 
Mstep: Class 5 contains 122067 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 15177 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 305060 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 85289 members 
Mstep: Class 13 contains 25911 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2746 members 
Mstep: Class 16 contains 117 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1587 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 21305 members 
Mstep: Class 25 contains 15408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921468.000000 Penalty: 15839.890625
Iteration 182Q: 26 clusters Score -4.692147e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 41276 members 
Mstep: Class 3 contains 89801 members 
Mstep: Class 4 contains 339590 members 
Mstep: Class 5 contains 122250 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 15034 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 10 contains 304922 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 84901 members 
Mstep: Class 13 contains 25811 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 115 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 19095 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 15509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921632.000000 Penalty: 15839.890625
Iteration 183Q: 26 clusters Score -4.692163e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41256 members 
Mstep: Class 3 contains 90223 members 
Mstep: Class 4 contains 339636 members 
Mstep: Class 5 contains 122431 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 14886 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 304812 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 84481 members 
Mstep: Class 13 contains 25696 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 113 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1583 members 
Mstep: Class 22 contains 19105 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 21588 members 
Mstep: Class 25 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921684.000000 Penalty: 15839.890625
Iteration 184Q: 26 clusters Score -4.692168e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41229 members 
Mstep: Class 3 contains 90668 members 
Mstep: Class 4 contains 339690 members 
Mstep: Class 5 contains 122593 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 14762 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 10 contains 304674 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 84050 members 
Mstep: Class 13 contains 25578 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 111 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 19118 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 21737 members 
Mstep: Class 25 contains 15682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46921808.000000 Penalty: 15839.890625
Iteration 185Q: 26 clusters Score -4.692181e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 91084 members 
Mstep: Class 4 contains 339723 members 
Mstep: Class 5 contains 122763 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 14671 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 304555 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 83622 members 
Mstep: Class 13 contains 25452 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2603 members 
Mstep: Class 16 contains 111 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 4774 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 21884 members 
Mstep: Class 25 contains 15783 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 26 clusters Score -4.692218e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 41160 members 
Mstep: Class 3 contains 91456 members 
Mstep: Class 4 contains 339710 members 
Mstep: Class 5 contains 122949 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 304519 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 83229 members 
Mstep: Class 13 contains 25318 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 109 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 4757 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 19139 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 22020 members 
Mstep: Class 25 contains 15869 members 
Entering Unmasked Estep 
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Iteration 187Q: 26 clusters Score -4.692228e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 41135 members 
Mstep: Class 3 contains 91797 members 
Mstep: Class 4 contains 339757 members 
Mstep: Class 5 contains 123134 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 14440 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 304470 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 82866 members 
Mstep: Class 13 contains 25182 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 107 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 4737 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 19153 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 22141 members 
Mstep: Class 25 contains 15959 members 
Entering Unmasked Estep 
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Iteration 188Q: 26 clusters Score -4.692231e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41094 members 
Mstep: Class 3 contains 92101 members 
Mstep: Class 4 contains 339803 members 
Mstep: Class 5 contains 123317 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 14328 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 304438 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 82509 members 
Mstep: Class 13 contains 25046 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 104 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 7935 members 
Mstep: Class 19 contains 4720 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 19174 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 22244 members 
Mstep: Class 25 contains 16051 members 
Entering Unmasked Estep 
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Iteration 189Q: 26 clusters Score -4.692234e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41048 members 
Mstep: Class 3 contains 92408 members 
Mstep: Class 4 contains 339909 members 
Mstep: Class 5 contains 123476 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 304387 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 82137 members 
Mstep: Class 13 contains 24896 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 102 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 4708 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 19183 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 22360 members 
Mstep: Class 25 contains 16153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922480.000000 Penalty: 15839.890625
Iteration 190Q: 26 clusters Score -4.692248e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41009 members 
Mstep: Class 3 contains 92741 members 
Mstep: Class 4 contains 339983 members 
Mstep: Class 5 contains 123625 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 304337 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 81730 members 
Mstep: Class 13 contains 24773 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 4699 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 19202 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 22484 members 
Mstep: Class 25 contains 16249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922656.000000 Penalty: 15839.890625
Iteration 191Q: 26 clusters Score -4.692266e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40988 members 
Mstep: Class 3 contains 93114 members 
Mstep: Class 4 contains 340059 members 
Mstep: Class 5 contains 123762 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 4016 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 304289 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 81303 members 
Mstep: Class 13 contains 24635 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 4695 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 19223 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 22580 members 
Mstep: Class 25 contains 16339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46922972.000000 Penalty: 15839.890625
Iteration 192Q: 26 clusters Score -4.692297e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40961 members 
Mstep: Class 3 contains 93460 members 
Mstep: Class 4 contains 340137 members 
Mstep: Class 5 contains 123909 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 304211 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 80940 members 
Mstep: Class 13 contains 24514 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 18 contains 7957 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 19247 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 22675 members 
Mstep: Class 25 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923016.000000 Penalty: 15839.890625
Iteration 193Q: 26 clusters Score -4.692302e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40935 members 
Mstep: Class 3 contains 93813 members 
Mstep: Class 4 contains 340152 members 
Mstep: Class 5 contains 124070 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 13797 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 304149 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 80574 members 
Mstep: Class 13 contains 24381 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 485 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 19255 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 22781 members 
Mstep: Class 25 contains 16472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923464.000000 Penalty: 15839.890625
Iteration 194Q: 26 clusters Score -4.692346e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 40917 members 
Mstep: Class 3 contains 94126 members 
Mstep: Class 4 contains 340165 members 
Mstep: Class 5 contains 124233 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 13730 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 304094 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 80196 members 
Mstep: Class 13 contains 24273 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 4670 members 
Mstep: Class 20 contains 483 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 19264 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 22883 members 
Mstep: Class 25 contains 16550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923576.000000 Penalty: 15839.890625
Iteration 195Q: 26 clusters Score -4.692358e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 40914 members 
Mstep: Class 3 contains 94450 members 
Mstep: Class 4 contains 340156 members 
Mstep: Class 5 contains 124415 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 8 contains 13622 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 304088 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 79781 members 
Mstep: Class 13 contains 24145 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 4664 members 
Mstep: Class 20 contains 482 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 22 contains 19281 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 22983 members 
Mstep: Class 25 contains 16648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923744.000000 Penalty: 15839.890625
Iteration 196Q: 26 clusters Score -4.692374e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40903 members 
Mstep: Class 3 contains 94768 members 
Mstep: Class 4 contains 340196 members 
Mstep: Class 5 contains 124589 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 4301 members 
Mstep: Class 10 contains 304041 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 79396 members 
Mstep: Class 13 contains 24016 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 7996 members 
Mstep: Class 19 contains 4664 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 19306 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 23085 members 
Mstep: Class 25 contains 16717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924048.000000 Penalty: 15839.890625
Iteration 197Q: 26 clusters Score -4.692405e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40885 members 
Mstep: Class 3 contains 95050 members 
Mstep: Class 4 contains 340246 members 
Mstep: Class 5 contains 124739 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 13413 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 10 contains 303999 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 79037 members 
Mstep: Class 13 contains 23892 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3625 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 19324 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 23180 members 
Mstep: Class 25 contains 16794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923924.000000 Penalty: 15839.890625
Iteration 198Q: 26 clusters Score -4.692392e+07 nChanged 2149
Entering ConstructFrom: 
Score: -46923924.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -92505.523438 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -92505.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91053.054688 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -91053.05 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -91560.382812 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -91560.38 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91629.929688 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -91629.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -91706.632812 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -91706.63 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -91794.851562 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -91794.85 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -91894.500000 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -91894.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -91964.179688 Penalty: 693.439575
	Iteration 6Q: 3 clusters Score -91964.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -91997.171875 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -91997.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -92014.632812 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -92014.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92029.109375 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -92029.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92037.992188 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -92037.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92043.718750 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -92043.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92049.335938 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -92049.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -92052.875000 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -92052.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92056.140625 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -92056.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92058.914062 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -92058.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92062.078125 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -92062.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -92067.000000 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -92067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92071.281250 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -92071.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -92074.523438 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -92074.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -92079.609375 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -92079.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -92084.476562 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -92084.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -92085.953125 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -92085.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92088.101562 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -92088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -92090.093750 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -92090.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -92092.898438 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -92092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -92096.414062 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -92096.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92098.539062 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -92098.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92099.289062 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -92099.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92099.757812 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -92099.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -92099.796875 Penalty: 693.439575
	Iteration 30Q: 3 clusters Score -92099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92099.914062 Penalty: 693.439575
	Iteration 31Q: 3 clusters Score -92099.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92100.250000 Penalty: 693.439575
	Iteration 32Q: 3 clusters Score -92100.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -92100.710938 Penalty: 693.439575
	Iteration 33Q: 3 clusters Score -92100.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -92100.609375 Penalty: 693.439575
	Iteration 34Q: 3 clusters Score -92100.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -92100.609375 Penalty: 693.439575
	Iteration 35F: 3 clusters Score -92100.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Entering Unmasked Estep 
Score: -1659565.875000 Penalty: 483.125916
	Iteration 0F: 2 clusters Score -1659566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1632260.375000 Penalty: 966.251831
	Iteration 0F: 3 clusters Score -1632260 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1643819.500000 Penalty: 966.251831
	Iteration 1F: 3 clusters Score -1643820 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1644858.250000 Penalty: 966.251831
	Iteration 2F: 3 clusters Score -1644858 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1646760.375000 Penalty: 966.251831
	Iteration 3F: 3 clusters Score -1646760 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1649751.750000 Penalty: 966.251831
	Iteration 4F: 3 clusters Score -1649752 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1653430.625000 Penalty: 966.251831
	Iteration 5F: 3 clusters Score -1653431 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1656422.125000 Penalty: 966.251831
	Iteration 6F: 3 clusters Score -1656422 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1658028.375000 Penalty: 966.251831
	Iteration 7Q: 3 clusters Score -1658028 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1658687.250000 Penalty: 966.251831
	Iteration 8Q: 3 clusters Score -1658687 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1658944.000000 Penalty: 966.251831
	Iteration 9Q: 3 clusters Score -1658944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1659044.125000 Penalty: 966.251831
	Iteration 10Q: 3 clusters Score -1659044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1659089.375000 Penalty: 966.251831
	Iteration 11Q: 3 clusters Score -1659089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1659107.750000 Penalty: 966.251831
	Iteration 12Q: 3 clusters Score -1659108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1659119.375000 Penalty: 966.251831
	Iteration 13Q: 3 clusters Score -1659119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1659126.375000 Penalty: 966.251831
	Iteration 14Q: 3 clusters Score -1659126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1659137.000000 Penalty: 966.251831
	Iteration 15Q: 3 clusters Score -1659137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1659142.125000 Penalty: 966.251831
	Iteration 16Q: 3 clusters Score -1659142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1659142.375000 Penalty: 966.251831
	Iteration 17Q: 3 clusters Score -1659142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1659143.875000 Penalty: 966.251831
	Iteration 18Q: 3 clusters Score -1659144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1659146.000000 Penalty: 966.251831
	Iteration 19Q: 3 clusters Score -1659146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1659147.750000 Penalty: 966.251831
	Iteration 20F: 3 clusters Score -1659148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1659148.125000 Penalty: 966.251831
	Iteration 21Q: 3 clusters Score -1659148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1659148.125000 Penalty: 966.251831
	Iteration 22F: 3 clusters Score -1659148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Entering Unmasked Estep 
Score: -4277018.000000 Penalty: 521.680664
	Iteration 0F: 2 clusters Score -4277018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -4212616.000000 Penalty: 1043.361328
	Iteration 0F: 3 clusters Score -4212616 nChanged 46614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4242077.500000 Penalty: 1043.361328
	Iteration 1F: 3 clusters Score -4242078 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4245080.500000 Penalty: 1043.361328
	Iteration 2F: 3 clusters Score -4245080 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4250465.000000 Penalty: 1043.361328
	Iteration 3F: 3 clusters Score -4250465 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4259160.500000 Penalty: 1043.361328
	Iteration 4F: 3 clusters Score -4259160 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4268877.500000 Penalty: 1043.361328
	Iteration 5F: 3 clusters Score -4268878 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4274567.500000 Penalty: 1043.361328
	Iteration 6F: 3 clusters Score -4274568 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4276160.000000 Penalty: 1043.361328
	Iteration 7Q: 3 clusters Score -4276160 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4276468.500000 Penalty: 1043.361328
	Iteration 8Q: 3 clusters Score -4276468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4276525.000000 Penalty: 1043.361328
	Iteration 9Q: 3 clusters Score -4276525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4276542.000000 Penalty: 1043.361328
	Iteration 10Q: 3 clusters Score -4276542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4276541.500000 Penalty: 1043.361328
	Iteration 11Q: 3 clusters Score -4276542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4276541.500000 Penalty: 1043.361328
	Iteration 12F: 3 clusters Score -4276542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (340298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340298 members 
Entering Unmasked Estep 
Score: -15050797.000000 Penalty: 579.559753
	Iteration 0F: 2 clusters Score -1.50508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -14826915.000000 Penalty: 1159.119507
	Iteration 0F: 3 clusters Score -1.482692e+07 nChanged 167921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174115 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -14928555.000000 Penalty: 1159.119507
	Iteration 1F: 3 clusters Score -1.492856e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -14930003.000000 Penalty: 1159.119507
	Iteration 2Q: 3 clusters Score -1.493e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180874 members 
Mstep: Class 2 contains 159424 members 
Entering Unmasked Estep 
Score: -14931803.000000 Penalty: 1159.119507
	Iteration 3Q: 3 clusters Score -1.49318e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 153338 members 
Entering Unmasked Estep 
Score: -14934303.000000 Penalty: 1159.119507
	Iteration 4Q: 3 clusters Score -1.49343e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -14937804.000000 Penalty: 1159.119507
	Iteration 5Q: 3 clusters Score -1.49378e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208393 members 
Mstep: Class 2 contains 131905 members 
Entering Unmasked Estep 
Score: -14943183.000000 Penalty: 1159.119507
	Iteration 6Q: 3 clusters Score -1.494318e+07 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226196 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -14952815.000000 Penalty: 1159.119507
	Iteration 7F: 3 clusters Score -1.495282e+07 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250247 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -14970286.000000 Penalty: 1159.119507
	Iteration 8F: 3 clusters Score -1.497029e+07 nChanged 29053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279228 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -14996388.000000 Penalty: 1159.119507
	Iteration 9F: 3 clusters Score -1.499639e+07 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307489 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -15021987.000000 Penalty: 1159.119507
	Iteration 10F: 3 clusters Score -1.502199e+07 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326544 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -15038836.000000 Penalty: 1159.119507
	Iteration 11F: 3 clusters Score -1.503884e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335771 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -15046777.000000 Penalty: 1159.119507
	Iteration 12Q: 3 clusters Score -1.504678e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338912 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15049456.000000 Penalty: 1159.119507
	Iteration 13Q: 3 clusters Score -1.504946e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339841 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15050087.000000 Penalty: 1159.119507
	Iteration 14Q: 3 clusters Score -1.505009e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340101 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15050228.000000 Penalty: 1159.119507
	Iteration 15Q: 3 clusters Score -1.505023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15050262.000000 Penalty: 1159.119507
	Iteration 16Q: 3 clusters Score -1.505026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340200 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15050294.000000 Penalty: 1159.119507
	Iteration 17Q: 3 clusters Score -1.505029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15050296.000000 Penalty: 1159.119507
	Iteration 18Q: 3 clusters Score -1.50503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15050317.000000 Penalty: 1159.119507
	Iteration 19Q: 3 clusters Score -1.505032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340211 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15050323.000000 Penalty: 1159.119507
	Iteration 20F: 3 clusters Score -1.505032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15050338.000000 Penalty: 1159.119507
	Iteration 21Q: 3 clusters Score -1.505034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15050344.000000 Penalty: 1159.119507
	Iteration 22Q: 3 clusters Score -1.505034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15050348.000000 Penalty: 1159.119507
	Iteration 23Q: 3 clusters Score -1.505035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340207 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15050360.000000 Penalty: 1159.119507
	Iteration 24Q: 3 clusters Score -1.505036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340207 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15050359.000000 Penalty: 1159.119507
	Iteration 25Q: 3 clusters Score -1.505036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15050365.000000 Penalty: 1159.119507
	Iteration 26Q: 3 clusters Score -1.505036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15050358.000000 Penalty: 1159.119507
	Iteration 27Q: 3 clusters Score -1.505036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15050357.000000 Penalty: 1159.119507
	Iteration 28Q: 3 clusters Score -1.505036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15050358.000000 Penalty: 1159.119507
	Iteration 29Q: 3 clusters Score -1.505036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15050358.000000 Penalty: 1159.119507
	Iteration 30F: 3 clusters Score -1.505036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (124925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Entering Unmasked Estep 
Score: -5450132.500000 Penalty: 533.963806
	Iteration 0F: 2 clusters Score -5450132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -5365325.500000 Penalty: 1067.927612
	Iteration 0F: 3 clusters Score -5365326 nChanged 61277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -5403691.500000 Penalty: 1067.927612
	Iteration 1F: 3 clusters Score -5403692 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -5405635.500000 Penalty: 1067.927612
	Iteration 2Q: 3 clusters Score -5405636 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -5408735.000000 Penalty: 1067.927612
	Iteration 3Q: 3 clusters Score -5408735 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -5413931.000000 Penalty: 1067.927612
	Iteration 4F: 3 clusters Score -5413931 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -5421434.000000 Penalty: 1067.927612
	Iteration 5F: 3 clusters Score -5421434 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -5428399.500000 Penalty: 1067.927612
	Iteration 6F: 3 clusters Score -5428400 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -5431873.500000 Penalty: 1067.927612
	Iteration 7F: 3 clusters Score -5431874 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -5433686.500000 Penalty: 1067.927612
	Iteration 8Q: 3 clusters Score -5433686 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -5435316.000000 Penalty: 1067.927612
	Iteration 9Q: 3 clusters Score -5435316 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -5437074.000000 Penalty: 1067.927612
	Iteration 10Q: 3 clusters Score -5437074 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -5438935.000000 Penalty: 1067.927612
	Iteration 11Q: 3 clusters Score -5438935 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -5441082.000000 Penalty: 1067.927612
	Iteration 12Q: 3 clusters Score -5441082 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -5443286.000000 Penalty: 1067.927612
	Iteration 13Q: 3 clusters Score -5443286 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -5445126.500000 Penalty: 1067.927612
	Iteration 14Q: 3 clusters Score -5445126 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -5446306.500000 Penalty: 1067.927612
	Iteration 15Q: 3 clusters Score -5446306 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -5447032.000000 Penalty: 1067.927612
	Iteration 16Q: 3 clusters Score -5447032 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -5447526.500000 Penalty: 1067.927612
	Iteration 17Q: 3 clusters Score -5447526 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -5447754.500000 Penalty: 1067.927612
	Iteration 18Q: 3 clusters Score -5447754 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -5447869.500000 Penalty: 1067.927612
	Iteration 19Q: 3 clusters Score -5447870 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -5448095.000000 Penalty: 1067.927612
	Iteration 20F: 3 clusters Score -5448095 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -5448183.500000 Penalty: 1067.927612
	Iteration 21Q: 3 clusters Score -5448184 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -5448283.500000 Penalty: 1067.927612
	Iteration 22Q: 3 clusters Score -5448284 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -5448378.000000 Penalty: 1067.927612
	Iteration 23Q: 3 clusters Score -5448378 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -5448435.500000 Penalty: 1067.927612
	Iteration 24Q: 3 clusters Score -5448436 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -5448489.500000 Penalty: 1067.927612
	Iteration 25Q: 3 clusters Score -5448490 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -5448564.500000 Penalty: 1067.927612
	Iteration 26Q: 3 clusters Score -5448564 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -5448610.000000 Penalty: 1067.927612
	Iteration 27Q: 3 clusters Score -5448610 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -5448719.000000 Penalty: 1067.927612
	Iteration 28Q: 3 clusters Score -5448719 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -5448787.500000 Penalty: 1067.927612
	Iteration 29Q: 3 clusters Score -5448788 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -5448817.000000 Penalty: 1067.927612
	Iteration 30Q: 3 clusters Score -5448817 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5448862.000000 Penalty: 1067.927612
	Iteration 31Q: 3 clusters Score -5448862 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -5448888.500000 Penalty: 1067.927612
	Iteration 32Q: 3 clusters Score -5448888 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -5448900.500000 Penalty: 1067.927612
	Iteration 33Q: 3 clusters Score -5448900 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -5448930.500000 Penalty: 1067.927612
	Iteration 34Q: 3 clusters Score -5448930 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5448981.000000 Penalty: 1067.927612
	Iteration 35Q: 3 clusters Score -5448981 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5449044.000000 Penalty: 1067.927612
	Iteration 36Q: 3 clusters Score -5449044 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5449099.000000 Penalty: 1067.927612
	Iteration 37Q: 3 clusters Score -5449099 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5449134.500000 Penalty: 1067.927612
	Iteration 38Q: 3 clusters Score -5449134 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5449167.500000 Penalty: 1067.927612
	Iteration 39Q: 3 clusters Score -5449168 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5449202 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5449208 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5449220 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5449262 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5449318 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5449356 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5449388 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5449445 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5449447 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5449498 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5449548 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5449602 nChanged 407
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Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5449597 nChanged 383
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Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5449590 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5449588 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5449598 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5449638 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5449662 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5449676 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5449674 nChanged 306
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Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5449700 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5449700 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5449729 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5449757 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5449763 nChanged 258
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Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5449796 nChanged 250
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Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5449798 nChanged 261
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Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5449808 nChanged 257
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Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5449822 nChanged 236
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Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5449830 nChanged 223
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Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5449843 nChanged 238
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Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5449854 nChanged 245
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Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5449872 nChanged 246
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Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5449891 nChanged 238
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Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5449909 nChanged 249
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Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5449920 nChanged 247
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Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5449948 nChanged 228
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Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5449952 nChanged 208
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Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5449950 nChanged 198
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Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5449943 nChanged 191
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Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5449958 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5449950 nChanged 204
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Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5449956 nChanged 203
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Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5449970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5449982 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5449992 nChanged 171
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Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5450000 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5450020 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5450008 nChanged 140
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Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 30424 members 
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	Iteration 89Q: 3 clusters Score -5450010 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5450006 nChanged 129
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Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 30144 members 
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	Iteration 91Q: 3 clusters Score -5449998 nChanged 126
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Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5450007 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 29906 members 
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	Iteration 93Q: 3 clusters Score -5450018 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5450014 nChanged 125
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Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 29665 members 
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	Iteration 95Q: 3 clusters Score -5450021 nChanged 124
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Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5450032 nChanged 94
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Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5450032 nChanged 88
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Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5450042 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5450036 nChanged 82
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Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5450042 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5450042 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5450042 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5450053 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5450064 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5450064 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5450063 nChanged 81
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Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5450060 nChanged 68
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Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5450057 nChanged 51
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Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5450058 nChanged 60
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Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5450056 nChanged 57
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Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5450052 nChanged 63
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Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5450056 nChanged 49
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Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5450062 nChanged 51
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Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5450064 nChanged 44
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Mstep: Class 1 contains 96777 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5450056 nChanged 43
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Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5450055 nChanged 38
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Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5450047 nChanged 38
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Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 28029 members 
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	Iteration 118Q: 3 clusters Score -5450032 nChanged 37
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Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 27992 members 
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	Iteration 119Q: 3 clusters Score -5450037 nChanged 37
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Mstep: Class 1 contains 96970 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5450036 nChanged 26
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Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5450038 nChanged 31
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Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5450044 nChanged 32
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Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 27866 members 
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	Iteration 123Q: 3 clusters Score -5450036 nChanged 33
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5450032 nChanged 33
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Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 27800 members 
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	Iteration 125Q: 3 clusters Score -5450028 nChanged 29
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Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5450037 nChanged 35
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5450034 nChanged 35
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	Iteration 128Q: 3 clusters Score -5450027 nChanged 30
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Mstep: Class 2 contains 27671 members 
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	Iteration 129Q: 3 clusters Score -5450037 nChanged 35
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5450032 nChanged 25
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5450022 nChanged 22
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5450026 nChanged 22
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Mstep: Class 2 contains 27567 members 
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Score: -5450020.500000 Penalty: 1067.927612
	Iteration 133Q: 3 clusters Score -5450020 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5450024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5450020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 136Q: 3 clusters Score -5450026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5450030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5450030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5450022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5450030.500000 Penalty: 1067.927612
	Iteration 140F: 3 clusters Score -5450030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5450027.000000 Penalty: 1067.927612
	Iteration 141Q: 3 clusters Score -5450027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5450030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -5450043.500000 Penalty: 1067.927612
	Iteration 143Q: 3 clusters Score -5450044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5450037.500000 Penalty: 1067.927612
	Iteration 144Q: 3 clusters Score -5450038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5450039.000000 Penalty: 1067.927612
	Iteration 145Q: 3 clusters Score -5450039 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5450045.000000 Penalty: 1067.927612
	Iteration 146Q: 3 clusters Score -5450045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5450052.000000 Penalty: 1067.927612
	Iteration 147Q: 3 clusters Score -5450052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5450047.500000 Penalty: 1067.927612
	Iteration 148Q: 3 clusters Score -5450048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97861 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5450042.000000 Penalty: 1067.927612
	Iteration 149Q: 3 clusters Score -5450042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5450052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -5450050.000000 Penalty: 1067.927612
	Iteration 151Q: 3 clusters Score -5450050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5450055.000000 Penalty: 1067.927612
	Iteration 152Q: 3 clusters Score -5450055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -5450057.000000 Penalty: 1067.927612
	Iteration 153Q: 3 clusters Score -5450057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5450057.000000 Penalty: 1067.927612
	Iteration 154Q: 3 clusters Score -5450057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5450058.500000 Penalty: 1067.927612
	Iteration 155Q: 3 clusters Score -5450058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5450058.500000 Penalty: 1067.927612
	Iteration 156Q: 3 clusters Score -5450058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5450060.000000 Penalty: 1067.927612
	Iteration 157Q: 3 clusters Score -5450060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5450062.000000 Penalty: 1067.927612
	Iteration 158Q: 3 clusters Score -5450062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5450050.500000 Penalty: 1067.927612
	Iteration 159Q: 3 clusters Score -5450050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5450047.000000 Penalty: 1067.927612
	Iteration 160F: 3 clusters Score -5450047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5450036.000000 Penalty: 1067.927612
	Iteration 161Q: 3 clusters Score -5450036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 1067.927612
	Iteration 162Q: 3 clusters Score -5450032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5450035.500000 Penalty: 1067.927612
	Iteration 163Q: 3 clusters Score -5450036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5450028.000000 Penalty: 1067.927612
	Iteration 164Q: 3 clusters Score -5450028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5450018.000000 Penalty: 1067.927612
	Iteration 165Q: 3 clusters Score -5450018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5450014.000000 Penalty: 1067.927612
	Iteration 166Q: 3 clusters Score -5450014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5450010.000000 Penalty: 1067.927612
	Iteration 167Q: 3 clusters Score -5450010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -5450009.500000 Penalty: 1067.927612
	Iteration 168Q: 3 clusters Score -5450010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5450010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5450035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5450036.000000 Penalty: 1067.927612
	Iteration 171Q: 3 clusters Score -5450036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5450034.500000 Penalty: 1067.927612
	Iteration 172Q: 3 clusters Score -5450034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5450029.500000 Penalty: 1067.927612
	Iteration 173Q: 3 clusters Score -5450030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5450027.500000 Penalty: 1067.927612
	Iteration 174Q: 3 clusters Score -5450028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5450029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5450032.500000 Penalty: 1067.927612
	Iteration 176Q: 3 clusters Score -5450032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 177Q: 3 clusters Score -5450026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5450023.500000 Penalty: 1067.927612
	Iteration 178Q: 3 clusters Score -5450024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -5450019.000000 Penalty: 1067.927612
	Iteration 179Q: 3 clusters Score -5450019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 180F: 3 clusters Score -5450026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5450016.000000 Penalty: 1067.927612
	Iteration 181Q: 3 clusters Score -5450016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5450027.500000 Penalty: 1067.927612
	Iteration 182Q: 3 clusters Score -5450028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5450024.500000 Penalty: 1067.927612
	Iteration 183Q: 3 clusters Score -5450024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5450022.500000 Penalty: 1067.927612
	Iteration 184Q: 3 clusters Score -5450022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99179 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5450023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5450020.000000 Penalty: 1067.927612
	Iteration 186Q: 3 clusters Score -5450020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5450032.000000 Penalty: 1067.927612
	Iteration 187Q: 3 clusters Score -5450032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5450029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5450032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5450030.500000 Penalty: 1067.927612
	Iteration 190Q: 3 clusters Score -5450030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 191Q: 3 clusters Score -5450026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -5450032.000000 Penalty: 1067.927612
	Iteration 192Q: 3 clusters Score -5450032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5450038.500000 Penalty: 1067.927612
	Iteration 193Q: 3 clusters Score -5450038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5450032.500000 Penalty: 1067.927612
	Iteration 194Q: 3 clusters Score -5450032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5450034.500000 Penalty: 1067.927612
	Iteration 195Q: 3 clusters Score -5450034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -5450035.500000 Penalty: 1067.927612
	Iteration 196Q: 3 clusters Score -5450036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -5450033.500000 Penalty: 1067.927612
	Iteration 197Q: 3 clusters Score -5450034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 1067.927612
	Iteration 198Q: 3 clusters Score -5450032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -5450030.500000 Penalty: 1067.927612
	Iteration 199Q: 3 clusters Score -5450030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 1067.927612
	Iteration 200F: 3 clusters Score -5450032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 1067.927612
	Iteration 201Q: 3 clusters Score -5450032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5450030.000000 Penalty: 1067.927612
	Iteration 202Q: 3 clusters Score -5450030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5450031.000000 Penalty: 1067.927612
	Iteration 203Q: 3 clusters Score -5450031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5450028.000000 Penalty: 1067.927612
	Iteration 204Q: 3 clusters Score -5450028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5450027.000000 Penalty: 1067.927612
	Iteration 205Q: 3 clusters Score -5450027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5450029.500000 Penalty: 1067.927612
	Iteration 206Q: 3 clusters Score -5450030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5450027.500000 Penalty: 1067.927612
	Iteration 207Q: 3 clusters Score -5450028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 208Q: 3 clusters Score -5450026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5450029.500000 Penalty: 1067.927612
	Iteration 209Q: 3 clusters Score -5450030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5450030.500000 Penalty: 1067.927612
	Iteration 210Q: 3 clusters Score -5450030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -5450030.500000 Penalty: 1067.927612
	Iteration 211Q: 3 clusters Score -5450030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5450026.500000 Penalty: 1067.927612
	Iteration 212Q: 3 clusters Score -5450026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 213Q: 3 clusters Score -5450026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5450026.000000 Penalty: 1067.927612
	Iteration 214F: 3 clusters Score -5450026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6039.198730 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -6039.199 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 106 members 
Entering Unmasked Estep 
Score: -5782.948242 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -5782.948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5868.869141 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -5868.869 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: -5967.389160 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -5967.389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6020.500000 Penalty: 482.146881
	Iteration 3F: 3 clusters Score -6020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6034.068359 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -6034.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6040.202148 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -6040.202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6041.468262 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -6041.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6041.468262 Penalty: 482.146881
	Iteration 7F: 3 clusters Score -6041.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40870 members 
Mstep: Class 3 contains 95369 members 
Mstep: Class 4 contains 340298 members 
Mstep: Class 5 contains 124925 members 
Mstep: Class 6 contains 52 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 13305 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 303926 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 78684 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 19342 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 23271 members 
Mstep: Class 25 contains 16866 members 
Mstep: Class 26 contains 148 members 
Entering Unmasked Estep 
Score: -46923552.000000 Penalty: 16473.486328
Splitting cluster 6 changes total score from -46923924.000000 to -46923552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -178859.140625 Penalty: 378.101501
	Iteration 0F: 2 clusters Score -178859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -176077.265625 Penalty: 756.203003
	Iteration 0F: 3 clusters Score -176077.3 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -177038.062500 Penalty: 756.203003
	Iteration 1F: 3 clusters Score -177038.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -177218.234375 Penalty: 756.203003
	Iteration 2F: 3 clusters Score -177218.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -177458.625000 Penalty: 756.203003
	Iteration 3F: 3 clusters Score -177458.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -177713.000000 Penalty: 756.203003
	Iteration 4F: 3 clusters Score -177713 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -177971.515625 Penalty: 756.203003
	Iteration 5F: 3 clusters Score -177971.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -178187.062500 Penalty: 756.203003
	Iteration 6F: 3 clusters Score -178187.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -178320.812500 Penalty: 756.203003
	Iteration 7Q: 3 clusters Score -178320.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -178402.984375 Penalty: 756.203003
	Iteration 8Q: 3 clusters Score -178403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -178458.468750 Penalty: 756.203003
	Iteration 9Q: 3 clusters Score -178458.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -178503.968750 Penalty: 756.203003
	Iteration 10Q: 3 clusters Score -178504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -178551.453125 Penalty: 756.203003
	Iteration 11Q: 3 clusters Score -178551.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -178583.734375 Penalty: 756.203003
	Iteration 12Q: 3 clusters Score -178583.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -178597.343750 Penalty: 756.203003
	Iteration 13Q: 3 clusters Score -178597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -178603.859375 Penalty: 756.203003
	Iteration 14Q: 3 clusters Score -178603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -178606.109375 Penalty: 756.203003
	Iteration 15Q: 3 clusters Score -178606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -178608.593750 Penalty: 756.203003
	Iteration 16Q: 3 clusters Score -178608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -178610.296875 Penalty: 756.203003
	Iteration 17Q: 3 clusters Score -178610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -178611.453125 Penalty: 756.203003
	Iteration 18Q: 3 clusters Score -178611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -178612.906250 Penalty: 756.203003
	Iteration 19Q: 3 clusters Score -178612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -178614.000000 Penalty: 756.203003
	Iteration 20F: 3 clusters Score -178614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -178616.250000 Penalty: 756.203003
	Iteration 21Q: 3 clusters Score -178616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -178617.000000 Penalty: 756.203003
	Iteration 22Q: 3 clusters Score -178617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -178619.312500 Penalty: 756.203003
	Iteration 23Q: 3 clusters Score -178619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -178620.593750 Penalty: 756.203003
	Iteration 24Q: 3 clusters Score -178620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -178622.078125 Penalty: 756.203003
	Iteration 25Q: 3 clusters Score -178622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -178622.906250 Penalty: 756.203003
	Iteration 26Q: 3 clusters Score -178622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -178625.812500 Penalty: 756.203003
	Iteration 27Q: 3 clusters Score -178625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -178629.140625 Penalty: 756.203003
	Iteration 28Q: 3 clusters Score -178629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -178629.765625 Penalty: 756.203003
	Iteration 29Q: 3 clusters Score -178629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -178631.562500 Penalty: 756.203003
	Iteration 30Q: 3 clusters Score -178631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -178633.296875 Penalty: 756.203003
	Iteration 31Q: 3 clusters Score -178633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -178635.343750 Penalty: 756.203003
	Iteration 32Q: 3 clusters Score -178635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -178635.531250 Penalty: 756.203003
	Iteration 33Q: 3 clusters Score -178635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -178635.531250 Penalty: 756.203003
	Iteration 34F: 3 clusters Score -178635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Entering Unmasked Estep 
Score: -591102.937500 Penalty: 432.063232
	Iteration 0F: 2 clusters Score -591102.9 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 6621 members 
Entering Unmasked Estep 
Score: -582123.750000 Penalty: 864.126465
	Iteration 0F: 3 clusters Score -582123.8 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -585669.500000 Penalty: 864.126465
	Iteration 1F: 3 clusters Score -585669.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -585827.437500 Penalty: 864.126465
	Iteration 2Q: 3 clusters Score -585827.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -585965.562500 Penalty: 864.126465
	Iteration 3Q: 3 clusters Score -585965.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -586092.000000 Penalty: 864.126465
	Iteration 4Q: 3 clusters Score -586092 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -586257.187500 Penalty: 864.126465
	Iteration 5Q: 3 clusters Score -586257.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -586480.312500 Penalty: 864.126465
	Iteration 6Q: 3 clusters Score -586480.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -586850.687500 Penalty: 864.126465
	Iteration 7Q: 3 clusters Score -586850.7 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -587457.312500 Penalty: 864.126465
	Iteration 8F: 3 clusters Score -587457.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -588257.687500 Penalty: 864.126465
	Iteration 9F: 3 clusters Score -588257.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -588968.437500 Penalty: 864.126465
	Iteration 10F: 3 clusters Score -588968.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -589437.062500 Penalty: 864.126465
	Iteration 11Q: 3 clusters Score -589437.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -589719.937500 Penalty: 864.126465
	Iteration 12Q: 3 clusters Score -589719.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -589912.812500 Penalty: 864.126465
	Iteration 13Q: 3 clusters Score -589912.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -590061.000000 Penalty: 864.126465
	Iteration 14Q: 3 clusters Score -590061 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -590178.500000 Penalty: 864.126465
	Iteration 15Q: 3 clusters Score -590178.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -590275.875000 Penalty: 864.126465
	Iteration 16Q: 3 clusters Score -590275.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -590342.687500 Penalty: 864.126465
	Iteration 17Q: 3 clusters Score -590342.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -590420.125000 Penalty: 864.126465
	Iteration 18Q: 3 clusters Score -590420.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -590492.000000 Penalty: 864.126465
	Iteration 19Q: 3 clusters Score -590492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -590541.812500 Penalty: 864.126465
	Iteration 20F: 3 clusters Score -590541.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -590573.875000 Penalty: 864.126465
	Iteration 21Q: 3 clusters Score -590573.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -590597.937500 Penalty: 864.126465
	Iteration 22Q: 3 clusters Score -590597.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -590621.125000 Penalty: 864.126465
	Iteration 23Q: 3 clusters Score -590621.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -590639.187500 Penalty: 864.126465
	Iteration 24Q: 3 clusters Score -590639.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -590658.375000 Penalty: 864.126465
	Iteration 25Q: 3 clusters Score -590658.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -590673.937500 Penalty: 864.126465
	Iteration 26Q: 3 clusters Score -590673.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -590686.687500 Penalty: 864.126465
	Iteration 27Q: 3 clusters Score -590686.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -590697.187500 Penalty: 864.126465
	Iteration 28Q: 3 clusters Score -590697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -590703.187500 Penalty: 864.126465
	Iteration 29Q: 3 clusters Score -590703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -590710.187500 Penalty: 864.126465
	Iteration 30Q: 3 clusters Score -590710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -590716.125000 Penalty: 864.126465
	Iteration 31Q: 3 clusters Score -590716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -590720.875000 Penalty: 864.126465
	Iteration 32Q: 3 clusters Score -590720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -590723.812500 Penalty: 864.126465
	Iteration 33Q: 3 clusters Score -590723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -590727.562500 Penalty: 864.126465
	Iteration 34Q: 3 clusters Score -590727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -590733.500000 Penalty: 864.126465
	Iteration 35Q: 3 clusters Score -590733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -590736.562500 Penalty: 864.126465
	Iteration 36Q: 3 clusters Score -590736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -590737.937500 Penalty: 864.126465
	Iteration 37Q: 3 clusters Score -590737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -590740.437500 Penalty: 864.126465
	Iteration 38Q: 3 clusters Score -590740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -590741.875000 Penalty: 864.126465
	Iteration 39Q: 3 clusters Score -590741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -590742.937500 Penalty: 864.126465
	Iteration 40F: 3 clusters Score -590742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -590746.812500 Penalty: 864.126465
	Iteration 41Q: 3 clusters Score -590746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -590747.437500 Penalty: 864.126465
	Iteration 42Q: 3 clusters Score -590747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -590748.375000 Penalty: 864.126465
	Iteration 43Q: 3 clusters Score -590748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -590748.375000 Penalty: 864.126465
	Iteration 44F: 3 clusters Score -590748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -187846.390625 Penalty: 380.912567
	Iteration 0F: 2 clusters Score -187846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -184960.578125 Penalty: 761.825134
	Iteration 0F: 3 clusters Score -184960.6 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -186168.062500 Penalty: 761.825134
	Iteration 1F: 3 clusters Score -186168.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -186418.203125 Penalty: 761.825134
	Iteration 2F: 3 clusters Score -186418.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -186735.578125 Penalty: 761.825134
	Iteration 3F: 3 clusters Score -186735.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187042.156250 Penalty: 761.825134
	Iteration 4F: 3 clusters Score -187042.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -187259.875000 Penalty: 761.825134
	Iteration 5Q: 3 clusters Score -187259.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187414.515625 Penalty: 761.825134
	Iteration 6Q: 3 clusters Score -187414.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -187486.578125 Penalty: 761.825134
	Iteration 7Q: 3 clusters Score -187486.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187514.281250 Penalty: 761.825134
	Iteration 8Q: 3 clusters Score -187514.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187525.062500 Penalty: 761.825134
	Iteration 9Q: 3 clusters Score -187525.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187532.812500 Penalty: 761.825134
	Iteration 10Q: 3 clusters Score -187532.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -187539.828125 Penalty: 761.825134
	Iteration 11Q: 3 clusters Score -187539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -187541.125000 Penalty: 761.825134
	Iteration 12Q: 3 clusters Score -187541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -187542.078125 Penalty: 761.825134
	Iteration 13Q: 3 clusters Score -187542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187542.312500 Penalty: 761.825134
	Iteration 14Q: 3 clusters Score -187542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -187542.468750 Penalty: 761.825134
	Iteration 15Q: 3 clusters Score -187542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -187542.468750 Penalty: 761.825134
	Iteration 16Q: 3 clusters Score -187542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -187542.843750 Penalty: 761.825134
	Iteration 17Q: 3 clusters Score -187542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187543.250000 Penalty: 761.825134
	Iteration 18Q: 3 clusters Score -187543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187543.140625 Penalty: 761.825134
	Iteration 19Q: 3 clusters Score -187543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -187544.140625 Penalty: 761.825134
	Iteration 20F: 3 clusters Score -187544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187544.890625 Penalty: 761.825134
	Iteration 21Q: 3 clusters Score -187544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187545.312500 Penalty: 761.825134
	Iteration 22Q: 3 clusters Score -187545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187546.375000 Penalty: 761.825134
	Iteration 23Q: 3 clusters Score -187546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -187548.437500 Penalty: 761.825134
	Iteration 24Q: 3 clusters Score -187548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -187549.328125 Penalty: 761.825134
	Iteration 25Q: 3 clusters Score -187549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -187550.250000 Penalty: 761.825134
	Iteration 26Q: 3 clusters Score -187550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -187550.734375 Penalty: 761.825134
	Iteration 27Q: 3 clusters Score -187550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187551.234375 Penalty: 761.825134
	Iteration 28Q: 3 clusters Score -187551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187552.156250 Penalty: 761.825134
	Iteration 29Q: 3 clusters Score -187552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187552.640625 Penalty: 761.825134
	Iteration 30Q: 3 clusters Score -187552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -187552.765625 Penalty: 761.825134
	Iteration 31Q: 3 clusters Score -187552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187553.000000 Penalty: 761.825134
	Iteration 32Q: 3 clusters Score -187553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -187553.578125 Penalty: 761.825134
	Iteration 33Q: 3 clusters Score -187553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -187553.312500 Penalty: 761.825134
	Iteration 34Q: 3 clusters Score -187553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -187553.312500 Penalty: 761.825134
	Iteration 35F: 3 clusters Score -187553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (303926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303926 members 
Entering Unmasked Estep 
Score: -13512065.000000 Penalty: 574.416565
	Iteration 0F: 2 clusters Score -1.351206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -13308938.000000 Penalty: 1148.833130
	Iteration 0F: 3 clusters Score -1.330894e+07 nChanged 150227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163812 members 
Mstep: Class 2 contains 140114 members 
Entering Unmasked Estep 
Score: -13402615.000000 Penalty: 1148.833130
	Iteration 1F: 3 clusters Score -1.340262e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 131758 members 
Entering Unmasked Estep 
Score: -13406751.000000 Penalty: 1148.833130
	Iteration 2Q: 3 clusters Score -1.340675e+07 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13413788.000000 Penalty: 1148.833130
	Iteration 3Q: 3 clusters Score -1.341379e+07 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201301 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -13425684.000000 Penalty: 1148.833130
	Iteration 4F: 3 clusters Score -1.342568e+07 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221945 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -13443487.000000 Penalty: 1148.833130
	Iteration 5F: 3 clusters Score -1.344349e+07 nChanged 22183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243018 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -13464124.000000 Penalty: 1148.833130
	Iteration 6F: 3 clusters Score -1.346412e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259645 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -13480737.000000 Penalty: 1148.833130
	Iteration 7F: 3 clusters Score -1.348074e+07 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270587 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -13490906.000000 Penalty: 1148.833130
	Iteration 8Q: 3 clusters Score -1.349091e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278196 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -13496952.000000 Penalty: 1148.833130
	Iteration 9Q: 3 clusters Score -1.349695e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284035 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -13501173.000000 Penalty: 1148.833130
	Iteration 10Q: 3 clusters Score -1.350117e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288889 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -13504108.000000 Penalty: 1148.833130
	Iteration 11Q: 3 clusters Score -1.350411e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292665 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -13506055.000000 Penalty: 1148.833130
	Iteration 12Q: 3 clusters Score -1.350606e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295623 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -13507513.000000 Penalty: 1148.833130
	Iteration 13Q: 3 clusters Score -1.350751e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297991 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -13508638.000000 Penalty: 1148.833130
	Iteration 14Q: 3 clusters Score -1.350864e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299794 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13509570.000000 Penalty: 1148.833130
	Iteration 15Q: 3 clusters Score -1.350957e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301142 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13510200.000000 Penalty: 1148.833130
	Iteration 16Q: 3 clusters Score -1.35102e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302090 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -13510628.000000 Penalty: 1148.833130
	Iteration 17Q: 3 clusters Score -1.351063e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302741 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13510946.000000 Penalty: 1148.833130
	Iteration 18Q: 3 clusters Score -1.351095e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13511176.000000 Penalty: 1148.833130
	Iteration 19Q: 3 clusters Score -1.351118e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13511360.000000 Penalty: 1148.833130
	Iteration 20F: 3 clusters Score -1.351136e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303557 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13511460.000000 Penalty: 1148.833130
	Iteration 21Q: 3 clusters Score -1.351146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303625 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13511499.000000 Penalty: 1148.833130
	Iteration 22Q: 3 clusters Score -1.35115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303668 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13511519.000000 Penalty: 1148.833130
	Iteration 23Q: 3 clusters Score -1.351152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303692 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13511530.000000 Penalty: 1148.833130
	Iteration 24Q: 3 clusters Score -1.351153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303712 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13511556.000000 Penalty: 1148.833130
	Iteration 25Q: 3 clusters Score -1.351156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303724 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13511563.000000 Penalty: 1148.833130
	Iteration 26Q: 3 clusters Score -1.351156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303736 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13511561.000000 Penalty: 1148.833130
	Iteration 27Q: 3 clusters Score -1.351156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303739 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13511568.000000 Penalty: 1148.833130
	Iteration 28Q: 3 clusters Score -1.351157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303743 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13511572.000000 Penalty: 1148.833130
	Iteration 29Q: 3 clusters Score -1.351157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303744 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13511571.000000 Penalty: 1148.833130
	Iteration 30Q: 3 clusters Score -1.351157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303746 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13511566.000000 Penalty: 1148.833130
	Iteration 31Q: 3 clusters Score -1.351157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303748 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13511563.000000 Penalty: 1148.833130
	Iteration 32Q: 3 clusters Score -1.351156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303748 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13511563.000000 Penalty: 1148.833130
	Iteration 33F: 3 clusters Score -1.351156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -41816.980469 Penalty: 320.144745
	Iteration 0F: 2 clusters Score -41816.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -40902.777344 Penalty: 640.289490
	Iteration 0F: 3 clusters Score -40902.78 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41136.128906 Penalty: 640.289490
	Iteration 1F: 3 clusters Score -41136.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -41182.425781 Penalty: 640.289490
	Iteration 2F: 3 clusters Score -41182.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -41212.839844 Penalty: 640.289490
	Iteration 3Q: 3 clusters Score -41212.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41240.074219 Penalty: 640.289490
	Iteration 4Q: 3 clusters Score -41240.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -41257.199219 Penalty: 640.289490
	Iteration 5Q: 3 clusters Score -41257.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41265.875000 Penalty: 640.289490
	Iteration 6Q: 3 clusters Score -41265.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41275.019531 Penalty: 640.289490
	Iteration 7Q: 3 clusters Score -41275.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -41288.675781 Penalty: 640.289490
	Iteration 8Q: 3 clusters Score -41288.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -41300.304688 Penalty: 640.289490
	Iteration 9Q: 3 clusters Score -41300.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41310.687500 Penalty: 640.289490
	Iteration 10Q: 3 clusters Score -41310.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41321.125000 Penalty: 640.289490
	Iteration 11Q: 3 clusters Score -41321.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -41333.167969 Penalty: 640.289490
	Iteration 12Q: 3 clusters Score -41333.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -41343.593750 Penalty: 640.289490
	Iteration 13Q: 3 clusters Score -41343.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -41351.238281 Penalty: 640.289490
	Iteration 14Q: 3 clusters Score -41351.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41358.914062 Penalty: 640.289490
	Iteration 15Q: 3 clusters Score -41358.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -41368.949219 Penalty: 640.289490
	Iteration 16Q: 3 clusters Score -41368.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41374.781250 Penalty: 640.289490
	Iteration 17Q: 3 clusters Score -41374.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41385.109375 Penalty: 640.289490
	Iteration 18Q: 3 clusters Score -41385.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41395.480469 Penalty: 640.289490
	Iteration 19Q: 3 clusters Score -41395.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41406.234375 Penalty: 640.289490
	Iteration 20F: 3 clusters Score -41406.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41422.351562 Penalty: 640.289490
	Iteration 21Q: 3 clusters Score -41422.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41439.105469 Penalty: 640.289490
	Iteration 22Q: 3 clusters Score -41439.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41453.761719 Penalty: 640.289490
	Iteration 23Q: 3 clusters Score -41453.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41459.753906 Penalty: 640.289490
	Iteration 24Q: 3 clusters Score -41459.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41462.937500 Penalty: 640.289490
	Iteration 25Q: 3 clusters Score -41462.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41467.140625 Penalty: 640.289490
	Iteration 26Q: 3 clusters Score -41467.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41468.398438 Penalty: 640.289490
	Iteration 27Q: 3 clusters Score -41468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41469.296875 Penalty: 640.289490
	Iteration 28Q: 3 clusters Score -41469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41469.992188 Penalty: 640.289490
	Iteration 29Q: 3 clusters Score -41469.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41470.617188 Penalty: 640.289490
	Iteration 30Q: 3 clusters Score -41470.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41471.398438 Penalty: 640.289490
	Iteration 31Q: 3 clusters Score -41471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41473.335938 Penalty: 640.289490
	Iteration 32Q: 3 clusters Score -41473.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41475.253906 Penalty: 640.289490
	Iteration 33Q: 3 clusters Score -41475.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41479.429688 Penalty: 640.289490
	Iteration 34Q: 3 clusters Score -41479.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41488.796875 Penalty: 640.289490
	Iteration 35Q: 3 clusters Score -41488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41498.015625 Penalty: 640.289490
	Iteration 36Q: 3 clusters Score -41498.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41505.621094 Penalty: 640.289490
	Iteration 37Q: 3 clusters Score -41505.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41510.488281 Penalty: 640.289490
	Iteration 38Q: 3 clusters Score -41510.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41514.945312 Penalty: 640.289490
	Iteration 39Q: 3 clusters Score -41514.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41516.914062 Penalty: 640.289490
	Iteration 40F: 3 clusters Score -41516.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41518.453125 Penalty: 640.289490
	Iteration 41Q: 3 clusters Score -41518.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41520.511719 Penalty: 640.289490
	Iteration 42Q: 3 clusters Score -41520.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41524.390625 Penalty: 640.289490
	Iteration 43Q: 3 clusters Score -41524.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41527.113281 Penalty: 640.289490
	Iteration 44Q: 3 clusters Score -41527.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41528.496094 Penalty: 640.289490
	Iteration 45Q: 3 clusters Score -41528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41529.066406 Penalty: 640.289490
	Iteration 46Q: 3 clusters Score -41529.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41529.765625 Penalty: 640.289490
	Iteration 47Q: 3 clusters Score -41529.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41531.386719 Penalty: 640.289490
	Iteration 48Q: 3 clusters Score -41531.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41532.402344 Penalty: 640.289490
	Iteration 49Q: 3 clusters Score -41532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41532.402344 Penalty: 640.289490
	Iteration 50F: 3 clusters Score -41532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Entering Unmasked Estep 
Score: -3420327.000000 Penalty: 512.930359
	Iteration 0F: 2 clusters Score -3420327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3367292.250000 Penalty: 1025.860718
	Iteration 0F: 3 clusters Score -3367292 nChanged 38424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -3390406.500000 Penalty: 1025.860718
	Iteration 1F: 3 clusters Score -3390406 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -3391877.500000 Penalty: 1025.860718
	Iteration 2Q: 3 clusters Score -3391878 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -3394457.500000 Penalty: 1025.860718
	Iteration 3F: 3 clusters Score -3394458 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -3398707.500000 Penalty: 1025.860718
	Iteration 4F: 3 clusters Score -3398708 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -3404855.750000 Penalty: 1025.860718
	Iteration 5F: 3 clusters Score -3404856 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -3411475.500000 Penalty: 1025.860718
	Iteration 6F: 3 clusters Score -3411476 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -3416328.750000 Penalty: 1025.860718
	Iteration 7F: 3 clusters Score -3416329 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -3418676.250000 Penalty: 1025.860718
	Iteration 8Q: 3 clusters Score -3418676 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -3419491.000000 Penalty: 1025.860718
	Iteration 9Q: 3 clusters Score -3419491 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -3419721.750000 Penalty: 1025.860718
	Iteration 10Q: 3 clusters Score -3419722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -3419814.000000 Penalty: 1025.860718
	Iteration 11Q: 3 clusters Score -3419814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -3419846.250000 Penalty: 1025.860718
	Iteration 12Q: 3 clusters Score -3419846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -3419864.250000 Penalty: 1025.860718
	Iteration 13Q: 3 clusters Score -3419864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -3419881.500000 Penalty: 1025.860718
	Iteration 14Q: 3 clusters Score -3419882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -3419890.500000 Penalty: 1025.860718
	Iteration 15Q: 3 clusters Score -3419890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -3419897.750000 Penalty: 1025.860718
	Iteration 16Q: 3 clusters Score -3419898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -3419901.500000 Penalty: 1025.860718
	Iteration 17Q: 3 clusters Score -3419902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -3419900.250000 Penalty: 1025.860718
	Iteration 18Q: 3 clusters Score -3419900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -3419901.750000 Penalty: 1025.860718
	Iteration 19Q: 3 clusters Score -3419902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -3419901.250000 Penalty: 1025.860718
	Iteration 20F: 3 clusters Score -3419901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -3419901.750000 Penalty: 1025.860718
	Iteration 21Q: 3 clusters Score -3419902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -3419901.750000 Penalty: 1025.860718
	Iteration 22Q: 3 clusters Score -3419902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -3419903.250000 Penalty: 1025.860718
	Iteration 23Q: 3 clusters Score -3419903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -3419903.250000 Penalty: 1025.860718
	Iteration 24F: 3 clusters Score -3419903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Entering Unmasked Estep 
Score: -1097656.125000 Penalty: 458.416351
	Iteration 0F: 2 clusters Score -1097656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1081862.375000 Penalty: 916.832703
	Iteration 0F: 3 clusters Score -1081862 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1088649.625000 Penalty: 916.832703
	Iteration 1F: 3 clusters Score -1088650 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1089198.625000 Penalty: 916.832703
	Iteration 2F: 3 clusters Score -1089199 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1090037.375000 Penalty: 916.832703
	Iteration 3F: 3 clusters Score -1090037 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1091298.125000 Penalty: 916.832703
	Iteration 4F: 3 clusters Score -1091298 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1093095.000000 Penalty: 916.832703
	Iteration 5F: 3 clusters Score -1093095 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1095033.000000 Penalty: 916.832703
	Iteration 6F: 3 clusters Score -1095033 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1095853.500000 Penalty: 916.832703
	Iteration 7Q: 3 clusters Score -1095854 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1096118.500000 Penalty: 916.832703
	Iteration 8Q: 3 clusters Score -1096118 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1096256.000000 Penalty: 916.832703
	Iteration 9Q: 3 clusters Score -1096256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1096364.000000 Penalty: 916.832703
	Iteration 10Q: 3 clusters Score -1096364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1096451.375000 Penalty: 916.832703
	Iteration 11Q: 3 clusters Score -1096451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1096523.750000 Penalty: 916.832703
	Iteration 12Q: 3 clusters Score -1096524 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1096575.500000 Penalty: 916.832703
	Iteration 13Q: 3 clusters Score -1096576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1096625.250000 Penalty: 916.832703
	Iteration 14Q: 3 clusters Score -1096625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1096665.750000 Penalty: 916.832703
	Iteration 15Q: 3 clusters Score -1096666 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1096689.375000 Penalty: 916.832703
	Iteration 16Q: 3 clusters Score -1096689 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1096724.875000 Penalty: 916.832703
	Iteration 17Q: 3 clusters Score -1096725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1096748.750000 Penalty: 916.832703
	Iteration 18Q: 3 clusters Score -1096749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1096768.500000 Penalty: 916.832703
	Iteration 19Q: 3 clusters Score -1096768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1096788.000000 Penalty: 916.832703
	Iteration 20F: 3 clusters Score -1096788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1096803.000000 Penalty: 916.832703
	Iteration 21Q: 3 clusters Score -1096803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1096820.000000 Penalty: 916.832703
	Iteration 22Q: 3 clusters Score -1096820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1096839.375000 Penalty: 916.832703
	Iteration 23Q: 3 clusters Score -1096839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1096852.750000 Penalty: 916.832703
	Iteration 24Q: 3 clusters Score -1096853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1096866.250000 Penalty: 916.832703
	Iteration 25Q: 3 clusters Score -1096866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1096875.500000 Penalty: 916.832703
	Iteration 26Q: 3 clusters Score -1096876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1096883.125000 Penalty: 916.832703
	Iteration 27Q: 3 clusters Score -1096883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1096897.375000 Penalty: 916.832703
	Iteration 28Q: 3 clusters Score -1096897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1096908.750000 Penalty: 916.832703
	Iteration 29Q: 3 clusters Score -1096909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1096919.750000 Penalty: 916.832703
	Iteration 30Q: 3 clusters Score -1096920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1096933.750000 Penalty: 916.832703
	Iteration 31Q: 3 clusters Score -1096934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1096943.375000 Penalty: 916.832703
	Iteration 32Q: 3 clusters Score -1096943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1096949.625000 Penalty: 916.832703
	Iteration 33Q: 3 clusters Score -1096950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1096959.250000 Penalty: 916.832703
	Iteration 34Q: 3 clusters Score -1096959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1096973.250000 Penalty: 916.832703
	Iteration 35Q: 3 clusters Score -1096973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1096983.375000 Penalty: 916.832703
	Iteration 36Q: 3 clusters Score -1096983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1096998.125000 Penalty: 916.832703
	Iteration 37Q: 3 clusters Score -1096998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1097008.500000 Penalty: 916.832703
	Iteration 38Q: 3 clusters Score -1097008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1097017.250000 Penalty: 916.832703
	Iteration 39Q: 3 clusters Score -1097017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1097025.750000 Penalty: 916.832703
	Iteration 40F: 3 clusters Score -1097026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1097036.875000 Penalty: 916.832703
	Iteration 41Q: 3 clusters Score -1097037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1097045.125000 Penalty: 916.832703
	Iteration 42Q: 3 clusters Score -1097045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1097050.250000 Penalty: 916.832703
	Iteration 43Q: 3 clusters Score -1097050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1097055.500000 Penalty: 916.832703
	Iteration 44Q: 3 clusters Score -1097056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1097059.625000 Penalty: 916.832703
	Iteration 45Q: 3 clusters Score -1097060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1097065.125000 Penalty: 916.832703
	Iteration 46Q: 3 clusters Score -1097065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1097075.000000 Penalty: 916.832703
	Iteration 47Q: 3 clusters Score -1097075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1097079.500000 Penalty: 916.832703
	Iteration 48Q: 3 clusters Score -1097080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1097086.625000 Penalty: 916.832703
	Iteration 49Q: 3 clusters Score -1097087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1097091.250000 Penalty: 916.832703
	Iteration 50Q: 3 clusters Score -1097091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1097096.500000 Penalty: 916.832703
	Iteration 51Q: 3 clusters Score -1097096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1097106.125000 Penalty: 916.832703
	Iteration 52Q: 3 clusters Score -1097106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1097112.500000 Penalty: 916.832703
	Iteration 53Q: 3 clusters Score -1097112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1097117.500000 Penalty: 916.832703
	Iteration 54Q: 3 clusters Score -1097118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1097127.250000 Penalty: 916.832703
	Iteration 55Q: 3 clusters Score -1097127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1097135.625000 Penalty: 916.832703
	Iteration 56Q: 3 clusters Score -1097136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1097140.375000 Penalty: 916.832703
	Iteration 57Q: 3 clusters Score -1097140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1097145.875000 Penalty: 916.832703
	Iteration 58Q: 3 clusters Score -1097146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1097148.125000 Penalty: 916.832703
	Iteration 59Q: 3 clusters Score -1097148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1097148.000000 Penalty: 916.832703
	Iteration 60F: 3 clusters Score -1097148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1097153.125000 Penalty: 916.832703
	Iteration 61Q: 3 clusters Score -1097153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1097158.125000 Penalty: 916.832703
	Iteration 62Q: 3 clusters Score -1097158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1097164.375000 Penalty: 916.832703
	Iteration 63Q: 3 clusters Score -1097164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1097169.250000 Penalty: 916.832703
	Iteration 64Q: 3 clusters Score -1097169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1097170.500000 Penalty: 916.832703
	Iteration 65Q: 3 clusters Score -1097170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1097171.625000 Penalty: 916.832703
	Iteration 66Q: 3 clusters Score -1097172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1097174.375000 Penalty: 916.832703
	Iteration 67Q: 3 clusters Score -1097174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1097178.000000 Penalty: 916.832703
	Iteration 68Q: 3 clusters Score -1097178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1097177.375000 Penalty: 916.832703
	Iteration 69Q: 3 clusters Score -1097177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1097176.875000 Penalty: 916.832703
	Iteration 70Q: 3 clusters Score -1097177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1097177.625000 Penalty: 916.832703
	Iteration 71Q: 3 clusters Score -1097178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1097177.500000 Penalty: 916.832703
	Iteration 72Q: 3 clusters Score -1097178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1097178.000000 Penalty: 916.832703
	Iteration 73Q: 3 clusters Score -1097178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1097179.250000 Penalty: 916.832703
	Iteration 74Q: 3 clusters Score -1097179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1097180.375000 Penalty: 916.832703
	Iteration 75Q: 3 clusters Score -1097180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1097181.000000 Penalty: 916.832703
	Iteration 76Q: 3 clusters Score -1097181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1097180.625000 Penalty: 916.832703
	Iteration 77Q: 3 clusters Score -1097181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1097179.750000 Penalty: 916.832703
	Iteration 78Q: 3 clusters Score -1097180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1097179.500000 Penalty: 916.832703
	Iteration 79Q: 3 clusters Score -1097180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1097179.500000 Penalty: 916.832703
	Iteration 80F: 3 clusters Score -1097180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -20538.365234 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -20538.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20073.021484 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -20073.02 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20197.416016 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -20197.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20244.998047 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -20245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20274.402344 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -20274.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20287.316406 Penalty: 564.061584
	Iteration 4Q: 3 clusters Score -20287.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20290.355469 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -20290.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20291.935547 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -20291.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20299.052734 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -20299.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20302.525391 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -20302.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20303.564453 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -20303.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20306.152344 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -20306.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20306.685547 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -20306.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20306.685547 Penalty: 564.061584
	Iteration 12F: 3 clusters Score -20306.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -86994.773438 Penalty: 347.756653
	Iteration 0F: 2 clusters Score -86994.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -85516.929688 Penalty: 695.513306
	Iteration 0F: 3 clusters Score -85516.93 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -86056.929688 Penalty: 695.513306
	Iteration 1F: 3 clusters Score -86056.93 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -86188.593750 Penalty: 695.513306
	Iteration 2F: 3 clusters Score -86188.59 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -86286.218750 Penalty: 695.513306
	Iteration 3F: 3 clusters Score -86286.22 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -86368.453125 Penalty: 695.513306
	Iteration 4F: 3 clusters Score -86368.45 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -86438.585938 Penalty: 695.513306
	Iteration 5Q: 3 clusters Score -86438.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -86506.007812 Penalty: 695.513306
	Iteration 6Q: 3 clusters Score -86506.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -86559.656250 Penalty: 695.513306
	Iteration 7Q: 3 clusters Score -86559.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86587.476562 Penalty: 695.513306
	Iteration 8Q: 3 clusters Score -86587.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -86606.835938 Penalty: 695.513306
	Iteration 9Q: 3 clusters Score -86606.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86619.484375 Penalty: 695.513306
	Iteration 10Q: 3 clusters Score -86619.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -86630.234375 Penalty: 695.513306
	Iteration 11Q: 3 clusters Score -86630.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -86638.101562 Penalty: 695.513306
	Iteration 12Q: 3 clusters Score -86638.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86646.179688 Penalty: 695.513306
	Iteration 13Q: 3 clusters Score -86646.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86656.968750 Penalty: 695.513306
	Iteration 14Q: 3 clusters Score -86656.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86671.632812 Penalty: 695.513306
	Iteration 15Q: 3 clusters Score -86671.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86681.539062 Penalty: 695.513306
	Iteration 16Q: 3 clusters Score -86681.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86693.890625 Penalty: 695.513306
	Iteration 17Q: 3 clusters Score -86693.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86713.601562 Penalty: 695.513306
	Iteration 18Q: 3 clusters Score -86713.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86726.726562 Penalty: 695.513306
	Iteration 19Q: 3 clusters Score -86726.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86742.468750 Penalty: 695.513306
	Iteration 20F: 3 clusters Score -86742.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86761.773438 Penalty: 695.513306
	Iteration 21Q: 3 clusters Score -86761.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86773.851562 Penalty: 695.513306
	Iteration 22Q: 3 clusters Score -86773.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86783.914062 Penalty: 695.513306
	Iteration 23Q: 3 clusters Score -86783.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86793.359375 Penalty: 695.513306
	Iteration 24Q: 3 clusters Score -86793.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86802.851562 Penalty: 695.513306
	Iteration 25Q: 3 clusters Score -86802.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86807.257812 Penalty: 695.513306
	Iteration 26Q: 3 clusters Score -86807.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86807.765625 Penalty: 695.513306
	Iteration 27Q: 3 clusters Score -86807.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86808.000000 Penalty: 695.513306
	Iteration 28Q: 3 clusters Score -86808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86808.132812 Penalty: 695.513306
	Iteration 29Q: 3 clusters Score -86808.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86808.414062 Penalty: 695.513306
	Iteration 30Q: 3 clusters Score -86808.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86809.585938 Penalty: 695.513306
	Iteration 31Q: 3 clusters Score -86809.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86810.929688 Penalty: 695.513306
	Iteration 32Q: 3 clusters Score -86810.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86811.164062 Penalty: 695.513306
	Iteration 33Q: 3 clusters Score -86811.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86811.523438 Penalty: 695.513306
	Iteration 34Q: 3 clusters Score -86811.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86811.570312 Penalty: 695.513306
	Iteration 35Q: 3 clusters Score -86811.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86811.570312 Penalty: 695.513306
	Iteration 36F: 3 clusters Score -86811.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3518.300049 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3318.265381 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -3318.265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3346.005615 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -3346.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3348.153809 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -3348.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3348.153809 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -3348.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -164012.484375 Penalty: 372.799713
	Iteration 0F: 2 clusters Score -164012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -161545.109375 Penalty: 745.599426
	Iteration 0F: 3 clusters Score -161545.1 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -162415.265625 Penalty: 745.599426
	Iteration 1F: 3 clusters Score -162415.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -162518.671875 Penalty: 745.599426
	Iteration 2F: 3 clusters Score -162518.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -162606.984375 Penalty: 745.599426
	Iteration 3F: 3 clusters Score -162607 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -162722.265625 Penalty: 745.599426
	Iteration 4Q: 3 clusters Score -162722.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -162838.234375 Penalty: 745.599426
	Iteration 5Q: 3 clusters Score -162838.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -162954.375000 Penalty: 745.599426
	Iteration 6Q: 3 clusters Score -162954.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163077.140625 Penalty: 745.599426
	Iteration 7Q: 3 clusters Score -163077.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -163189.156250 Penalty: 745.599426
	Iteration 8Q: 3 clusters Score -163189.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163285.265625 Penalty: 745.599426
	Iteration 9Q: 3 clusters Score -163285.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163330.984375 Penalty: 745.599426
	Iteration 10Q: 3 clusters Score -163331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163361.984375 Penalty: 745.599426
	Iteration 11Q: 3 clusters Score -163362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163386.921875 Penalty: 745.599426
	Iteration 12Q: 3 clusters Score -163386.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163410.171875 Penalty: 745.599426
	Iteration 13Q: 3 clusters Score -163410.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163435.968750 Penalty: 745.599426
	Iteration 14Q: 3 clusters Score -163436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163457.718750 Penalty: 745.599426
	Iteration 15Q: 3 clusters Score -163457.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163472.500000 Penalty: 745.599426
	Iteration 16Q: 3 clusters Score -163472.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -163498.593750 Penalty: 745.599426
	Iteration 17Q: 3 clusters Score -163498.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -163525.171875 Penalty: 745.599426
	Iteration 18Q: 3 clusters Score -163525.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -163545.218750 Penalty: 745.599426
	Iteration 19Q: 3 clusters Score -163545.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163560.843750 Penalty: 745.599426
	Iteration 20F: 3 clusters Score -163560.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -163573.859375 Penalty: 745.599426
	Iteration 21Q: 3 clusters Score -163573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -163584.906250 Penalty: 745.599426
	Iteration 22Q: 3 clusters Score -163584.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -163595.140625 Penalty: 745.599426
	Iteration 23Q: 3 clusters Score -163595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -163608.984375 Penalty: 745.599426
	Iteration 24Q: 3 clusters Score -163609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -163619.359375 Penalty: 745.599426
	Iteration 25Q: 3 clusters Score -163619.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -163633.453125 Penalty: 745.599426
	Iteration 26Q: 3 clusters Score -163633.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -163645.546875 Penalty: 745.599426
	Iteration 27Q: 3 clusters Score -163645.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -163655.828125 Penalty: 745.599426
	Iteration 28Q: 3 clusters Score -163655.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -163663.015625 Penalty: 745.599426
	Iteration 29Q: 3 clusters Score -163663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -163666.078125 Penalty: 745.599426
	Iteration 30Q: 3 clusters Score -163666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -163668.765625 Penalty: 745.599426
	Iteration 31Q: 3 clusters Score -163668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -163670.875000 Penalty: 745.599426
	Iteration 32Q: 3 clusters Score -163670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -163673.187500 Penalty: 745.599426
	Iteration 33Q: 3 clusters Score -163673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -163676.484375 Penalty: 745.599426
	Iteration 34Q: 3 clusters Score -163676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -163682.609375 Penalty: 745.599426
	Iteration 35Q: 3 clusters Score -163682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -163689.171875 Penalty: 745.599426
	Iteration 36Q: 3 clusters Score -163689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -163692.937500 Penalty: 745.599426
	Iteration 37Q: 3 clusters Score -163692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -163696.796875 Penalty: 745.599426
	Iteration 38Q: 3 clusters Score -163696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -163700.171875 Penalty: 745.599426
	Iteration 39Q: 3 clusters Score -163700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -163700.828125 Penalty: 745.599426
	Iteration 40F: 3 clusters Score -163700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -163700.750000 Penalty: 745.599426
	Iteration 41Q: 3 clusters Score -163700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -163700.750000 Penalty: 745.599426
	Iteration 42F: 3 clusters Score -163700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Entering Unmasked Estep 
Score: -348103.218750 Penalty: 409.025391
	Iteration 0F: 2 clusters Score -348103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -342766.750000 Penalty: 818.050781
	Iteration 0F: 3 clusters Score -342766.8 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -344872.062500 Penalty: 818.050781
	Iteration 1F: 3 clusters Score -344872.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -345090.812500 Penalty: 818.050781
	Iteration 2F: 3 clusters Score -345090.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -345341.968750 Penalty: 818.050781
	Iteration 3F: 3 clusters Score -345342 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -345637.062500 Penalty: 818.050781
	Iteration 4F: 3 clusters Score -345637.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -345967.343750 Penalty: 818.050781
	Iteration 5F: 3 clusters Score -345967.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -346309.906250 Penalty: 818.050781
	Iteration 6F: 3 clusters Score -346309.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -346505.218750 Penalty: 818.050781
	Iteration 7Q: 3 clusters Score -346505.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -346600.781250 Penalty: 818.050781
	Iteration 8Q: 3 clusters Score -346600.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -346644.375000 Penalty: 818.050781
	Iteration 9Q: 3 clusters Score -346644.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -346676.375000 Penalty: 818.050781
	Iteration 10Q: 3 clusters Score -346676.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -346706.406250 Penalty: 818.050781
	Iteration 11Q: 3 clusters Score -346706.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346746.843750 Penalty: 818.050781
	Iteration 12Q: 3 clusters Score -346746.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -346790.937500 Penalty: 818.050781
	Iteration 13Q: 3 clusters Score -346790.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -346844.781250 Penalty: 818.050781
	Iteration 14Q: 3 clusters Score -346844.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -346899.437500 Penalty: 818.050781
	Iteration 15Q: 3 clusters Score -346899.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -346981.125000 Penalty: 818.050781
	Iteration 16Q: 3 clusters Score -346981.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347074.562500 Penalty: 818.050781
	Iteration 17Q: 3 clusters Score -347074.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347181.718750 Penalty: 818.050781
	Iteration 18Q: 3 clusters Score -347181.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -347281.687500 Penalty: 818.050781
	Iteration 19Q: 3 clusters Score -347281.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -347354.031250 Penalty: 818.050781
	Iteration 20F: 3 clusters Score -347354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -347392.218750 Penalty: 818.050781
	Iteration 21Q: 3 clusters Score -347392.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -347427.125000 Penalty: 818.050781
	Iteration 22Q: 3 clusters Score -347427.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -347454.750000 Penalty: 818.050781
	Iteration 23Q: 3 clusters Score -347454.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -347480.593750 Penalty: 818.050781
	Iteration 24Q: 3 clusters Score -347480.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -347493.843750 Penalty: 818.050781
	Iteration 25Q: 3 clusters Score -347493.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -347502.500000 Penalty: 818.050781
	Iteration 26Q: 3 clusters Score -347502.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -347515.218750 Penalty: 818.050781
	Iteration 27Q: 3 clusters Score -347515.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -347529.156250 Penalty: 818.050781
	Iteration 28Q: 3 clusters Score -347529.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -347535.500000 Penalty: 818.050781
	Iteration 29Q: 3 clusters Score -347535.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -347540.437500 Penalty: 818.050781
	Iteration 30Q: 3 clusters Score -347540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -347547.093750 Penalty: 818.050781
	Iteration 31Q: 3 clusters Score -347547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -347553.750000 Penalty: 818.050781
	Iteration 32Q: 3 clusters Score -347553.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -347558.906250 Penalty: 818.050781
	Iteration 33Q: 3 clusters Score -347558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -347564.250000 Penalty: 818.050781
	Iteration 34Q: 3 clusters Score -347564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -347568.593750 Penalty: 818.050781
	Iteration 35Q: 3 clusters Score -347568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -347573.406250 Penalty: 818.050781
	Iteration 36Q: 3 clusters Score -347573.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -347577.281250 Penalty: 818.050781
	Iteration 37Q: 3 clusters Score -347577.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -347579.437500 Penalty: 818.050781
	Iteration 38Q: 3 clusters Score -347579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -347583.437500 Penalty: 818.050781
	Iteration 39Q: 3 clusters Score -347583.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -347589.750000 Penalty: 818.050781
	Iteration 40F: 3 clusters Score -347589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -347594.125000 Penalty: 818.050781
	Iteration 41Q: 3 clusters Score -347594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -347598.031250 Penalty: 818.050781
	Iteration 42Q: 3 clusters Score -347598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -347601.687500 Penalty: 818.050781
	Iteration 43Q: 3 clusters Score -347601.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -347604.312500 Penalty: 818.050781
	Iteration 44Q: 3 clusters Score -347604.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -347608.250000 Penalty: 818.050781
	Iteration 45Q: 3 clusters Score -347608.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -347613.375000 Penalty: 818.050781
	Iteration 46Q: 3 clusters Score -347613.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -347618.687500 Penalty: 818.050781
	Iteration 47Q: 3 clusters Score -347618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -347623.062500 Penalty: 818.050781
	Iteration 48Q: 3 clusters Score -347623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -347626.625000 Penalty: 818.050781
	Iteration 49Q: 3 clusters Score -347626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -347632.250000 Penalty: 818.050781
	Iteration 50Q: 3 clusters Score -347632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -347635.531250 Penalty: 818.050781
	Iteration 51Q: 3 clusters Score -347635.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -347639.000000 Penalty: 818.050781
	Iteration 52Q: 3 clusters Score -347639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -347643.718750 Penalty: 818.050781
	Iteration 53Q: 3 clusters Score -347643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -347648.812500 Penalty: 818.050781
	Iteration 54Q: 3 clusters Score -347648.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -347653.250000 Penalty: 818.050781
	Iteration 55Q: 3 clusters Score -347653.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -347658.343750 Penalty: 818.050781
	Iteration 56Q: 3 clusters Score -347658.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -347662.250000 Penalty: 818.050781
	Iteration 57Q: 3 clusters Score -347662.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -347667.156250 Penalty: 818.050781
	Iteration 58Q: 3 clusters Score -347667.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -347670.093750 Penalty: 818.050781
	Iteration 59Q: 3 clusters Score -347670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -347675.687500 Penalty: 818.050781
	Iteration 60F: 3 clusters Score -347675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -347681.718750 Penalty: 818.050781
	Iteration 61Q: 3 clusters Score -347681.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -347684.625000 Penalty: 818.050781
	Iteration 62Q: 3 clusters Score -347684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -347686.156250 Penalty: 818.050781
	Iteration 63Q: 3 clusters Score -347686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -347687.250000 Penalty: 818.050781
	Iteration 64Q: 3 clusters Score -347687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -347688.718750 Penalty: 818.050781
	Iteration 65Q: 3 clusters Score -347688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -347688.593750 Penalty: 818.050781
	Iteration 66Q: 3 clusters Score -347688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -347690.062500 Penalty: 818.050781
	Iteration 67Q: 3 clusters Score -347690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -347690.750000 Penalty: 818.050781
	Iteration 68Q: 3 clusters Score -347690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -347690.812500 Penalty: 818.050781
	Iteration 69Q: 3 clusters Score -347690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -347691.718750 Penalty: 818.050781
	Iteration 70Q: 3 clusters Score -347691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -347692.312500 Penalty: 818.050781
	Iteration 71Q: 3 clusters Score -347692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -347693.125000 Penalty: 818.050781
	Iteration 72Q: 3 clusters Score -347693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -347694.125000 Penalty: 818.050781
	Iteration 73Q: 3 clusters Score -347694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -347695.500000 Penalty: 818.050781
	Iteration 74Q: 3 clusters Score -347695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -347695.906250 Penalty: 818.050781
	Iteration 75Q: 3 clusters Score -347695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -347695.812500 Penalty: 818.050781
	Iteration 76Q: 3 clusters Score -347695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -347695.812500 Penalty: 818.050781
	Iteration 77F: 3 clusters Score -347695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -206454.281250 Penalty: 384.259674
	Iteration 0F: 2 clusters Score -206454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -203300.406250 Penalty: 768.519348
	Iteration 0F: 3 clusters Score -203300.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -204485.218750 Penalty: 768.519348
	Iteration 1F: 3 clusters Score -204485.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -204621.859375 Penalty: 768.519348
	Iteration 2F: 3 clusters Score -204621.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -204764.062500 Penalty: 768.519348
	Iteration 3F: 3 clusters Score -204764.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -204929.781250 Penalty: 768.519348
	Iteration 4F: 3 clusters Score -204929.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -205119.546875 Penalty: 768.519348
	Iteration 5F: 3 clusters Score -205119.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -205343.390625 Penalty: 768.519348
	Iteration 6F: 3 clusters Score -205343.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -205565.796875 Penalty: 768.519348
	Iteration 7F: 3 clusters Score -205565.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -205704.062500 Penalty: 768.519348
	Iteration 8Q: 3 clusters Score -205704.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -205775.828125 Penalty: 768.519348
	Iteration 9Q: 3 clusters Score -205775.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -205834.265625 Penalty: 768.519348
	Iteration 10Q: 3 clusters Score -205834.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -205885.687500 Penalty: 768.519348
	Iteration 11Q: 3 clusters Score -205885.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -205920.406250 Penalty: 768.519348
	Iteration 12Q: 3 clusters Score -205920.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -205951.281250 Penalty: 768.519348
	Iteration 13Q: 3 clusters Score -205951.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -205989.109375 Penalty: 768.519348
	Iteration 14Q: 3 clusters Score -205989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -206012.687500 Penalty: 768.519348
	Iteration 15Q: 3 clusters Score -206012.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -206034.500000 Penalty: 768.519348
	Iteration 16Q: 3 clusters Score -206034.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -206046.500000 Penalty: 768.519348
	Iteration 17Q: 3 clusters Score -206046.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -206056.656250 Penalty: 768.519348
	Iteration 18Q: 3 clusters Score -206056.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -206064.578125 Penalty: 768.519348
	Iteration 19Q: 3 clusters Score -206064.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -206078.343750 Penalty: 768.519348
	Iteration 20F: 3 clusters Score -206078.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -206087.781250 Penalty: 768.519348
	Iteration 21Q: 3 clusters Score -206087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -206100.546875 Penalty: 768.519348
	Iteration 22Q: 3 clusters Score -206100.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -206110.375000 Penalty: 768.519348
	Iteration 23Q: 3 clusters Score -206110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -206116.468750 Penalty: 768.519348
	Iteration 24Q: 3 clusters Score -206116.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -206121.031250 Penalty: 768.519348
	Iteration 25Q: 3 clusters Score -206121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -206123.765625 Penalty: 768.519348
	Iteration 26Q: 3 clusters Score -206123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -206125.437500 Penalty: 768.519348
	Iteration 27Q: 3 clusters Score -206125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -206127.437500 Penalty: 768.519348
	Iteration 28Q: 3 clusters Score -206127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -206128.437500 Penalty: 768.519348
	Iteration 29Q: 3 clusters Score -206128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -206128.937500 Penalty: 768.519348
	Iteration 30Q: 3 clusters Score -206128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -206129.281250 Penalty: 768.519348
	Iteration 31Q: 3 clusters Score -206129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -206129.468750 Penalty: 768.519348
	Iteration 32Q: 3 clusters Score -206129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -206129.578125 Penalty: 768.519348
	Iteration 33Q: 3 clusters Score -206129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -206129.515625 Penalty: 768.519348
	Iteration 34Q: 3 clusters Score -206129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -206129.515625 Penalty: 768.519348
	Iteration 35F: 3 clusters Score -206129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -21464.445312 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -21464.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21000.093750 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -21000.09 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21095.777344 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -21095.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21124.763672 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -21124.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21146.005859 Penalty: 559.898682
	Iteration 3Q: 3 clusters Score -21146.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21160.802734 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -21160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21170.314453 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -21170.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21181.939453 Penalty: 559.898682
	Iteration 6Q: 3 clusters Score -21181.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21192.810547 Penalty: 559.898682
	Iteration 7Q: 3 clusters Score -21192.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21198.607422 Penalty: 559.898682
	Iteration 8Q: 3 clusters Score -21198.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21201.878906 Penalty: 559.898682
	Iteration 9Q: 3 clusters Score -21201.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21204.099609 Penalty: 559.898682
	Iteration 10Q: 3 clusters Score -21204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21207.197266 Penalty: 559.898682
	Iteration 11Q: 3 clusters Score -21207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21210.742188 Penalty: 559.898682
	Iteration 12Q: 3 clusters Score -21210.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21213.980469 Penalty: 559.898682
	Iteration 13Q: 3 clusters Score -21213.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21215.937500 Penalty: 559.898682
	Iteration 14Q: 3 clusters Score -21215.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21218.726562 Penalty: 559.898682
	Iteration 15Q: 3 clusters Score -21218.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21219.460938 Penalty: 559.898682
	Iteration 16Q: 3 clusters Score -21219.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21221.478516 Penalty: 559.898682
	Iteration 17Q: 3 clusters Score -21221.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21221.478516 Penalty: 559.898682
	Iteration 18F: 3 clusters Score -21221.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -64816.566406 Penalty: 331.552856
	Iteration 0F: 2 clusters Score -64816.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -63714.855469 Penalty: 663.105713
	Iteration 0F: 3 clusters Score -63714.86 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -64108.066406 Penalty: 663.105713
	Iteration 1F: 3 clusters Score -64108.07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -64193.988281 Penalty: 663.105713
	Iteration 2F: 3 clusters Score -64193.99 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64269.750000 Penalty: 663.105713
	Iteration 3F: 3 clusters Score -64269.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64347.554688 Penalty: 663.105713
	Iteration 4Q: 3 clusters Score -64347.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64407.011719 Penalty: 663.105713
	Iteration 5F: 3 clusters Score -64407.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64433.476562 Penalty: 663.105713
	Iteration 6Q: 3 clusters Score -64433.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64456.714844 Penalty: 663.105713
	Iteration 7Q: 3 clusters Score -64456.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -64465.605469 Penalty: 663.105713
	Iteration 8Q: 3 clusters Score -64465.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64471.101562 Penalty: 663.105713
	Iteration 9Q: 3 clusters Score -64471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -64473.265625 Penalty: 663.105713
	Iteration 10Q: 3 clusters Score -64473.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -64475.347656 Penalty: 663.105713
	Iteration 11Q: 3 clusters Score -64475.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64476.164062 Penalty: 663.105713
	Iteration 12Q: 3 clusters Score -64476.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64476.835938 Penalty: 663.105713
	Iteration 13Q: 3 clusters Score -64476.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64477.082031 Penalty: 663.105713
	Iteration 14Q: 3 clusters Score -64477.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64477.660156 Penalty: 663.105713
	Iteration 15Q: 3 clusters Score -64477.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -64477.835938 Penalty: 663.105713
	Iteration 16Q: 3 clusters Score -64477.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64478.074219 Penalty: 663.105713
	Iteration 17Q: 3 clusters Score -64478.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64478.242188 Penalty: 663.105713
	Iteration 18Q: 3 clusters Score -64478.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64478.296875 Penalty: 663.105713
	Iteration 19Q: 3 clusters Score -64478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64478.296875 Penalty: 663.105713
	Iteration 20F: 3 clusters Score -64478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Entering Unmasked Estep 
Score: -829500.937500 Penalty: 449.086548
	Iteration 0F: 2 clusters Score -829500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -816671.000000 Penalty: 898.173096
	Iteration 0F: 3 clusters Score -816671 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -822048.875000 Penalty: 898.173096
	Iteration 1F: 3 clusters Score -822048.9 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -822736.250000 Penalty: 898.173096
	Iteration 2F: 3 clusters Score -822736.2 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -823740.562500 Penalty: 898.173096
	Iteration 3F: 3 clusters Score -823740.6 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -824972.875000 Penalty: 898.173096
	Iteration 4F: 3 clusters Score -824972.9 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -826069.250000 Penalty: 898.173096
	Iteration 5F: 3 clusters Score -826069.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -826757.312500 Penalty: 898.173096
	Iteration 6F: 3 clusters Score -826757.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -827136.375000 Penalty: 898.173096
	Iteration 7Q: 3 clusters Score -827136.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -827362.875000 Penalty: 898.173096
	Iteration 8Q: 3 clusters Score -827362.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -827575.125000 Penalty: 898.173096
	Iteration 9Q: 3 clusters Score -827575.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -827803.437500 Penalty: 898.173096
	Iteration 10Q: 3 clusters Score -827803.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -828054.500000 Penalty: 898.173096
	Iteration 11Q: 3 clusters Score -828054.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -828290.812500 Penalty: 898.173096
	Iteration 12Q: 3 clusters Score -828290.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -828476.812500 Penalty: 898.173096
	Iteration 13Q: 3 clusters Score -828476.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -828613.500000 Penalty: 898.173096
	Iteration 14Q: 3 clusters Score -828613.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -828714.437500 Penalty: 898.173096
	Iteration 15Q: 3 clusters Score -828714.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -828792.187500 Penalty: 898.173096
	Iteration 16Q: 3 clusters Score -828792.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -828844.937500 Penalty: 898.173096
	Iteration 17Q: 3 clusters Score -828844.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -828890.500000 Penalty: 898.173096
	Iteration 18Q: 3 clusters Score -828890.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -828930.687500 Penalty: 898.173096
	Iteration 19Q: 3 clusters Score -828930.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -828959.250000 Penalty: 898.173096
	Iteration 20F: 3 clusters Score -828959.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -828987.625000 Penalty: 898.173096
	Iteration 21Q: 3 clusters Score -828987.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -829014.687500 Penalty: 898.173096
	Iteration 22Q: 3 clusters Score -829014.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -829039.750000 Penalty: 898.173096
	Iteration 23Q: 3 clusters Score -829039.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -829060.375000 Penalty: 898.173096
	Iteration 24Q: 3 clusters Score -829060.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -829082.687500 Penalty: 898.173096
	Iteration 25Q: 3 clusters Score -829082.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -829099.937500 Penalty: 898.173096
	Iteration 26Q: 3 clusters Score -829099.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -829116.062500 Penalty: 898.173096
	Iteration 27Q: 3 clusters Score -829116.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -829131.000000 Penalty: 898.173096
	Iteration 28Q: 3 clusters Score -829131 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -829145.625000 Penalty: 898.173096
	Iteration 29Q: 3 clusters Score -829145.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -829156.937500 Penalty: 898.173096
	Iteration 30Q: 3 clusters Score -829156.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -829169.500000 Penalty: 898.173096
	Iteration 31Q: 3 clusters Score -829169.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -829186.125000 Penalty: 898.173096
	Iteration 32Q: 3 clusters Score -829186.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -829197.062500 Penalty: 898.173096
	Iteration 33Q: 3 clusters Score -829197.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -829204.875000 Penalty: 898.173096
	Iteration 34Q: 3 clusters Score -829204.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -829213.312500 Penalty: 898.173096
	Iteration 35Q: 3 clusters Score -829213.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -829221.875000 Penalty: 898.173096
	Iteration 36Q: 3 clusters Score -829221.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -829232.375000 Penalty: 898.173096
	Iteration 37Q: 3 clusters Score -829232.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -829239.375000 Penalty: 898.173096
	Iteration 38Q: 3 clusters Score -829239.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -829248.250000 Penalty: 898.173096
	Iteration 39Q: 3 clusters Score -829248.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -829258.562500 Penalty: 898.173096
	Iteration 40F: 3 clusters Score -829258.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -829271.625000 Penalty: 898.173096
	Iteration 41Q: 3 clusters Score -829271.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -829280.937500 Penalty: 898.173096
	Iteration 42Q: 3 clusters Score -829280.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -829291.750000 Penalty: 898.173096
	Iteration 43Q: 3 clusters Score -829291.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -829297.875000 Penalty: 898.173096
	Iteration 44Q: 3 clusters Score -829297.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -829303.687500 Penalty: 898.173096
	Iteration 45Q: 3 clusters Score -829303.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -829309.812500 Penalty: 898.173096
	Iteration 46Q: 3 clusters Score -829309.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -829312.437500 Penalty: 898.173096
	Iteration 47Q: 3 clusters Score -829312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -829315.750000 Penalty: 898.173096
	Iteration 48Q: 3 clusters Score -829315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -829315.125000 Penalty: 898.173096
	Iteration 49Q: 3 clusters Score -829315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -829315.937500 Penalty: 898.173096
	Iteration 50Q: 3 clusters Score -829315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -829317.750000 Penalty: 898.173096
	Iteration 51Q: 3 clusters Score -829317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -829317.125000 Penalty: 898.173096
	Iteration 52Q: 3 clusters Score -829317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -829318.187500 Penalty: 898.173096
	Iteration 53Q: 3 clusters Score -829318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -829318.312500 Penalty: 898.173096
	Iteration 54Q: 3 clusters Score -829318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -829316.437500 Penalty: 898.173096
	Iteration 55Q: 3 clusters Score -829316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -829315.750000 Penalty: 898.173096
	Iteration 56Q: 3 clusters Score -829315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -829317.625000 Penalty: 898.173096
	Iteration 57Q: 3 clusters Score -829317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -829317.562500 Penalty: 898.173096
	Iteration 58Q: 3 clusters Score -829317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -829317.562500 Penalty: 898.173096
	Iteration 59Q: 3 clusters Score -829317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -829319.062500 Penalty: 898.173096
	Iteration 60F: 3 clusters Score -829319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -829320.187500 Penalty: 898.173096
	Iteration 61Q: 3 clusters Score -829320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -829319.375000 Penalty: 898.173096
	Iteration 62Q: 3 clusters Score -829319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -829323.062500 Penalty: 898.173096
	Iteration 63Q: 3 clusters Score -829323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -829323.937500 Penalty: 898.173096
	Iteration 64Q: 3 clusters Score -829323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -829324.625000 Penalty: 898.173096
	Iteration 65Q: 3 clusters Score -829324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -829323.437500 Penalty: 898.173096
	Iteration 66Q: 3 clusters Score -829323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -829324.625000 Penalty: 898.173096
	Iteration 67Q: 3 clusters Score -829324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -829326.562500 Penalty: 898.173096
	Iteration 68Q: 3 clusters Score -829326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -829325.687500 Penalty: 898.173096
	Iteration 69Q: 3 clusters Score -829325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -829326.625000 Penalty: 898.173096
	Iteration 70Q: 3 clusters Score -829326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -829325.187500 Penalty: 898.173096
	Iteration 71Q: 3 clusters Score -829325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -829326.437500 Penalty: 898.173096
	Iteration 72Q: 3 clusters Score -829326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -829323.750000 Penalty: 898.173096
	Iteration 73Q: 3 clusters Score -829323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -829326.187500 Penalty: 898.173096
	Iteration 74Q: 3 clusters Score -829326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -829327.437500 Penalty: 898.173096
	Iteration 75Q: 3 clusters Score -829327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -829327.687500 Penalty: 898.173096
	Iteration 76Q: 3 clusters Score -829327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -829327.312500 Penalty: 898.173096
	Iteration 77Q: 3 clusters Score -829327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -829328.687500 Penalty: 898.173096
	Iteration 78Q: 3 clusters Score -829328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -829328.437500 Penalty: 898.173096
	Iteration 79Q: 3 clusters Score -829328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -829328.250000 Penalty: 898.173096
	Iteration 80F: 3 clusters Score -829328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -829329.437500 Penalty: 898.173096
	Iteration 81Q: 3 clusters Score -829329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -829328.875000 Penalty: 898.173096
	Iteration 82Q: 3 clusters Score -829328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -829330.500000 Penalty: 898.173096
	Iteration 83Q: 3 clusters Score -829330.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -829330.375000 Penalty: 898.173096
	Iteration 84Q: 3 clusters Score -829330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -829328.812500 Penalty: 898.173096
	Iteration 85Q: 3 clusters Score -829328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -829331.562500 Penalty: 898.173096
	Iteration 86Q: 3 clusters Score -829331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -829333.187500 Penalty: 898.173096
	Iteration 87Q: 3 clusters Score -829333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -829334.312500 Penalty: 898.173096
	Iteration 88Q: 3 clusters Score -829334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -829334.312500 Penalty: 898.173096
	Iteration 89Q: 3 clusters Score -829334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -829334.875000 Penalty: 898.173096
	Iteration 90Q: 3 clusters Score -829334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -829335.812500 Penalty: 898.173096
	Iteration 91Q: 3 clusters Score -829335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -829335.812500 Penalty: 898.173096
	Iteration 92F: 3 clusters Score -829335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -111788.507812 Penalty: 358.075165
	Iteration 0F: 2 clusters Score -111788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -109930.796875 Penalty: 716.150330
	Iteration 0F: 3 clusters Score -109930.8 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -110593.593750 Penalty: 716.150330
	Iteration 1F: 3 clusters Score -110593.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -110691.179688 Penalty: 716.150330
	Iteration 2F: 3 clusters Score -110691.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -110793.195312 Penalty: 716.150330
	Iteration 3F: 3 clusters Score -110793.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -110913.914062 Penalty: 716.150330
	Iteration 4F: 3 clusters Score -110913.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -111051.125000 Penalty: 716.150330
	Iteration 5F: 3 clusters Score -111051.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -111224.367188 Penalty: 716.150330
	Iteration 6F: 3 clusters Score -111224.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -111371.140625 Penalty: 716.150330
	Iteration 7Q: 3 clusters Score -111371.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -111485.757812 Penalty: 716.150330
	Iteration 8Q: 3 clusters Score -111485.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -111529.148438 Penalty: 716.150330
	Iteration 9Q: 3 clusters Score -111529.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -111545.046875 Penalty: 716.150330
	Iteration 10Q: 3 clusters Score -111545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -111552.812500 Penalty: 716.150330
	Iteration 11Q: 3 clusters Score -111552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -111559.703125 Penalty: 716.150330
	Iteration 12Q: 3 clusters Score -111559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -111562.312500 Penalty: 716.150330
	Iteration 13Q: 3 clusters Score -111562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -111562.859375 Penalty: 716.150330
	Iteration 14Q: 3 clusters Score -111562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -111562.835938 Penalty: 716.150330
	Iteration 15Q: 3 clusters Score -111562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -111562.835938 Penalty: 716.150330
	Iteration 16F: 3 clusters Score -111562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Entering Unmasked Estep 
Score: -1015990.187500 Penalty: 457.500824
	Iteration 0F: 2 clusters Score -1015990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1000582.062500 Penalty: 915.001648
	Iteration 0F: 3 clusters Score -1000582 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1006904.312500 Penalty: 915.001648
	Iteration 1F: 3 clusters Score -1006904 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1007264.562500 Penalty: 915.001648
	Iteration 2Q: 3 clusters Score -1007265 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1007787.437500 Penalty: 915.001648
	Iteration 3F: 3 clusters Score -1007787 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1008589.000000 Penalty: 915.001648
	Iteration 4F: 3 clusters Score -1008589 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1009793.875000 Penalty: 915.001648
	Iteration 5F: 3 clusters Score -1009794 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1011271.937500 Penalty: 915.001648
	Iteration 6F: 3 clusters Score -1011272 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1012879.125000 Penalty: 915.001648
	Iteration 7F: 3 clusters Score -1012879 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1014213.875000 Penalty: 915.001648
	Iteration 8F: 3 clusters Score -1014214 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1015020.625000 Penalty: 915.001648
	Iteration 9Q: 3 clusters Score -1015021 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1015373.875000 Penalty: 915.001648
	Iteration 10Q: 3 clusters Score -1015374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1015505.812500 Penalty: 915.001648
	Iteration 11Q: 3 clusters Score -1015506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1015552.062500 Penalty: 915.001648
	Iteration 12Q: 3 clusters Score -1015552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1015576.687500 Penalty: 915.001648
	Iteration 13Q: 3 clusters Score -1015577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1015581.687500 Penalty: 915.001648
	Iteration 14Q: 3 clusters Score -1015582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1015585.312500 Penalty: 915.001648
	Iteration 15Q: 3 clusters Score -1015585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1015588.562500 Penalty: 915.001648
	Iteration 16Q: 3 clusters Score -1015589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1015589.625000 Penalty: 915.001648
	Iteration 17Q: 3 clusters Score -1015590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1015589.750000 Penalty: 915.001648
	Iteration 18Q: 3 clusters Score -1015590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1015589.750000 Penalty: 915.001648
	Iteration 19F: 3 clusters Score -1015590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Entering Unmasked Estep 
Score: -738696.125000 Penalty: 442.854004
	Iteration 0F: 2 clusters Score -738696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -727377.000000 Penalty: 885.708008
	Iteration 0F: 3 clusters Score -727377 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -732017.562500 Penalty: 885.708008
	Iteration 1F: 3 clusters Score -732017.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -732189.500000 Penalty: 885.708008
	Iteration 2Q: 3 clusters Score -732189.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -732394.875000 Penalty: 885.708008
	Iteration 3Q: 3 clusters Score -732394.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -732671.187500 Penalty: 885.708008
	Iteration 4Q: 3 clusters Score -732671.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -733100.937500 Penalty: 885.708008
	Iteration 5F: 3 clusters Score -733100.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -733808.500000 Penalty: 885.708008
	Iteration 6F: 3 clusters Score -733808.5 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -734883.937500 Penalty: 885.708008
	Iteration 7F: 3 clusters Score -734883.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -736080.812500 Penalty: 885.708008
	Iteration 8F: 3 clusters Score -736080.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -737006.812500 Penalty: 885.708008
	Iteration 9F: 3 clusters Score -737006.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -737625.500000 Penalty: 885.708008
	Iteration 10Q: 3 clusters Score -737625.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -737989.625000 Penalty: 885.708008
	Iteration 11Q: 3 clusters Score -737989.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -738179.187500 Penalty: 885.708008
	Iteration 12Q: 3 clusters Score -738179.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -738246.375000 Penalty: 885.708008
	Iteration 13Q: 3 clusters Score -738246.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -738276.375000 Penalty: 885.708008
	Iteration 14Q: 3 clusters Score -738276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -738292.312500 Penalty: 885.708008
	Iteration 15Q: 3 clusters Score -738292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -738299.500000 Penalty: 885.708008
	Iteration 16Q: 3 clusters Score -738299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -738306.437500 Penalty: 885.708008
	Iteration 17Q: 3 clusters Score -738306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -738313.000000 Penalty: 885.708008
	Iteration 18Q: 3 clusters Score -738313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -738315.375000 Penalty: 885.708008
	Iteration 19Q: 3 clusters Score -738315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -738318.625000 Penalty: 885.708008
	Iteration 20F: 3 clusters Score -738318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -738324.000000 Penalty: 885.708008
	Iteration 21Q: 3 clusters Score -738324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -738324.875000 Penalty: 885.708008
	Iteration 22Q: 3 clusters Score -738324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -738324.875000 Penalty: 885.708008
	Iteration 23F: 3 clusters Score -738324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40870 members 
Mstep: Class 3 contains 95369 members 
Mstep: Class 4 contains 340298 members 
Mstep: Class 5 contains 124925 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 13305 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 303926 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 78684 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 19342 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 23271 members 
Mstep: Class 25 contains 16866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46923980.000000 Penalty: 15839.890625
Iteration 199Q: 26 clusters Score -4.692398e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40864 members 
Mstep: Class 3 contains 95694 members 
Mstep: Class 4 contains 340390 members 
Mstep: Class 5 contains 125112 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 13190 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 303821 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 78310 members 
Mstep: Class 13 contains 23598 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 4650 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 19350 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 23367 members 
Mstep: Class 25 contains 16929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924148.000000 Penalty: 15839.890625
Iteration 200F: 26 clusters Score -4.692415e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40840 members 
Mstep: Class 3 contains 96017 members 
Mstep: Class 4 contains 340435 members 
Mstep: Class 5 contains 125316 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 13079 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 303745 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 77944 members 
Mstep: Class 13 contains 23444 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 461 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 19364 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 23485 members 
Mstep: Class 25 contains 16993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924324.000000 Penalty: 15839.890625
Iteration 201Q: 26 clusters Score -4.692432e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40826 members 
Mstep: Class 3 contains 96370 members 
Mstep: Class 4 contains 340460 members 
Mstep: Class 5 contains 125533 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 12966 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 303667 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 77558 members 
Mstep: Class 13 contains 23307 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 455 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 19370 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 23584 members 
Mstep: Class 25 contains 17065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924412.000000 Penalty: 15839.890625
Iteration 202Q: 26 clusters Score -4.692441e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 40798 members 
Mstep: Class 3 contains 96768 members 
Mstep: Class 4 contains 340453 members 
Mstep: Class 5 contains 125743 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 12852 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 303607 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 77159 members 
Mstep: Class 13 contains 23170 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 19372 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 23676 members 
Mstep: Class 25 contains 17136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924768.000000 Penalty: 15839.890625
Iteration 203Q: 26 clusters Score -4.692477e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 97159 members 
Mstep: Class 4 contains 340460 members 
Mstep: Class 5 contains 125952 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 303529 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 76776 members 
Mstep: Class 13 contains 23024 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 8056 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 452 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 19369 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 23771 members 
Mstep: Class 25 contains 17195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924848.000000 Penalty: 15839.890625
Iteration 204Q: 26 clusters Score -4.692485e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 40748 members 
Mstep: Class 3 contains 97496 members 
Mstep: Class 4 contains 340464 members 
Mstep: Class 5 contains 126184 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 303422 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 76439 members 
Mstep: Class 13 contains 22878 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 8065 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 448 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 19379 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 23850 members 
Mstep: Class 25 contains 17273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46924880.000000 Penalty: 15839.890625
Iteration 205Q: 26 clusters Score -4.692488e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40737 members 
Mstep: Class 3 contains 97817 members 
Mstep: Class 4 contains 340526 members 
Mstep: Class 5 contains 126414 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 12619 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 303305 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 76088 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3466 members 
Mstep: Class 18 contains 8076 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 19389 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 23928 members 
Mstep: Class 25 contains 17347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925100.000000 Penalty: 15839.890625
Iteration 206Q: 26 clusters Score -4.69251e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40710 members 
Mstep: Class 3 contains 98116 members 
Mstep: Class 4 contains 340563 members 
Mstep: Class 5 contains 126644 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 303256 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 75742 members 
Mstep: Class 13 contains 22525 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 19391 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 24019 members 
Mstep: Class 25 contains 17408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925200.000000 Penalty: 15839.890625
Iteration 207Q: 26 clusters Score -4.69252e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 40691 members 
Mstep: Class 3 contains 98396 members 
Mstep: Class 4 contains 340612 members 
Mstep: Class 5 contains 126887 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 12458 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 303201 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 75421 members 
Mstep: Class 13 contains 22306 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 8076 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 19399 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 24123 members 
Mstep: Class 25 contains 17471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925232.000000 Penalty: 15839.890625
Iteration 208Q: 26 clusters Score -4.692523e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40667 members 
Mstep: Class 3 contains 98709 members 
Mstep: Class 4 contains 340604 members 
Mstep: Class 5 contains 127152 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 12386 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 303126 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 75120 members 
Mstep: Class 13 contains 22094 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 19398 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 24228 members 
Mstep: Class 25 contains 17538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925276.000000 Penalty: 15839.890625
Iteration 209Q: 26 clusters Score -4.692528e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 40650 members 
Mstep: Class 3 contains 99035 members 
Mstep: Class 4 contains 340619 members 
Mstep: Class 5 contains 127397 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 303028 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 74794 members 
Mstep: Class 13 contains 21888 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 4482 members 
Mstep: Class 20 contains 443 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 19406 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 24346 members 
Mstep: Class 25 contains 17592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925524.000000 Penalty: 15839.890625
Iteration 210Q: 26 clusters Score -4.692552e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40642 members 
Mstep: Class 3 contains 99354 members 
Mstep: Class 4 contains 340636 members 
Mstep: Class 5 contains 127651 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 12283 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 302874 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 74460 members 
Mstep: Class 13 contains 21696 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 4469 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 19411 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 24456 members 
Mstep: Class 25 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925800.000000 Penalty: 15839.890625
Iteration 211Q: 26 clusters Score -4.69258e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40626 members 
Mstep: Class 3 contains 99653 members 
Mstep: Class 4 contains 340657 members 
Mstep: Class 5 contains 127880 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 12232 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 302711 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 74176 members 
Mstep: Class 13 contains 21491 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3365 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 19419 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 24595 members 
Mstep: Class 25 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925868.000000 Penalty: 15839.890625
Iteration 212Q: 26 clusters Score -4.692587e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 99967 members 
Mstep: Class 4 contains 340656 members 
Mstep: Class 5 contains 128123 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 302570 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 73884 members 
Mstep: Class 13 contains 21286 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 19424 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 24716 members 
Mstep: Class 25 contains 17751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925808.000000 Penalty: 15839.890625
Iteration 213Q: 26 clusters Score -4.692581e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40593 members 
Mstep: Class 3 contains 100282 members 
Mstep: Class 4 contains 340635 members 
Mstep: Class 5 contains 128386 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 12169 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 302402 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 73596 members 
Mstep: Class 13 contains 21097 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 19428 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 24850 members 
Mstep: Class 25 contains 17814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925792.000000 Penalty: 15839.890625
Iteration 214Q: 26 clusters Score -4.692579e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40580 members 
Mstep: Class 3 contains 100597 members 
Mstep: Class 4 contains 340639 members 
Mstep: Class 5 contains 128636 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 302239 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 73286 members 
Mstep: Class 13 contains 20895 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 19442 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 24967 members 
Mstep: Class 25 contains 17893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46925756.000000 Penalty: 15839.890625
Iteration 215Q: 26 clusters Score -4.692576e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 40560 members 
Mstep: Class 3 contains 100905 members 
Mstep: Class 4 contains 340595 members 
Mstep: Class 5 contains 128885 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 12111 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 302119 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 72987 members 
Mstep: Class 13 contains 20705 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 19456 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 25091 members 
Mstep: Class 25 contains 17988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926112.000000 Penalty: 15839.890625
Iteration 216Q: 26 clusters Score -4.692611e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40529 members 
Mstep: Class 3 contains 101209 members 
Mstep: Class 4 contains 340572 members 
Mstep: Class 5 contains 129139 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 12078 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 301992 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 72685 members 
Mstep: Class 13 contains 20517 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3263 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 19469 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 25208 members 
Mstep: Class 25 contains 18076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926152.000000 Penalty: 15839.890625
Iteration 217Q: 26 clusters Score -4.692615e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 40490 members 
Mstep: Class 3 contains 101500 members 
Mstep: Class 4 contains 340535 members 
Mstep: Class 5 contains 129381 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 12064 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 10 contains 301893 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 72379 members 
Mstep: Class 13 contains 20322 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 19483 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 25329 members 
Mstep: Class 25 contains 18160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46926272.000000 Penalty: 15839.890625
Iteration 218Q: 26 clusters Score -4.692627e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 40452 members 
Mstep: Class 3 contains 101816 members 
Mstep: Class 4 contains 340472 members 
Mstep: Class 5 contains 129619 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 12058 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 301841 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 72021 members 
Mstep: Class 13 contains 20129 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 19494 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 25454 members 
Mstep: Class 25 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 632.252258 but Gain 633.595703
Score: -46926572.000000 Penalty: 15206.294922
Iteration 219Q: 25 clusters Score -4.692657e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 102172 members 
Mstep: Class 4 contains 340585 members 
Mstep: Class 5 contains 129854 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 12029 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 301957 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 71653 members 
Mstep: Class 13 contains 19927 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 19523 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 25572 members 
Mstep: Class 25 contains 18330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927072.000000 Penalty: 15206.294922
Iteration 220F: 25 clusters Score -4.692707e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40430 members 
Mstep: Class 3 contains 102575 members 
Mstep: Class 4 contains 340555 members 
Mstep: Class 5 contains 130101 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 11986 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 301807 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 71327 members 
Mstep: Class 13 contains 19721 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 19527 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 25678 members 
Mstep: Class 25 contains 18397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927212.000000 Penalty: 15206.294922
Iteration 221Q: 25 clusters Score -4.692721e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 40412 members 
Mstep: Class 3 contains 102996 members 
Mstep: Class 4 contains 340466 members 
Mstep: Class 5 contains 130389 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 11947 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 301638 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 71010 members 
Mstep: Class 13 contains 19527 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 19531 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 25761 members 
Mstep: Class 25 contains 18467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927296.000000 Penalty: 15206.294922
Iteration 222Q: 25 clusters Score -4.69273e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 40394 members 
Mstep: Class 3 contains 103370 members 
Mstep: Class 4 contains 340389 members 
Mstep: Class 5 contains 130683 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 301497 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 70733 members 
Mstep: Class 13 contains 19304 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 8114 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 19530 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 25845 members 
Mstep: Class 25 contains 18548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927260.000000 Penalty: 15206.294922
Iteration 223Q: 25 clusters Score -4.692726e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40372 members 
Mstep: Class 3 contains 103740 members 
Mstep: Class 4 contains 340314 members 
Mstep: Class 5 contains 130983 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 301352 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 70471 members 
Mstep: Class 13 contains 19089 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1661 members 
Mstep: Class 16 contains 101 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19529 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 25943 members 
Mstep: Class 25 contains 18603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927468.000000 Penalty: 15206.294922
Iteration 224Q: 25 clusters Score -4.692747e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 40337 members 
Mstep: Class 3 contains 104124 members 
Mstep: Class 4 contains 340235 members 
Mstep: Class 5 contains 131291 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 11791 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 301203 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 70221 members 
Mstep: Class 13 contains 18886 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 26032 members 
Mstep: Class 25 contains 18659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927816.000000 Penalty: 15206.294922
Iteration 225Q: 25 clusters Score -4.692782e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40291 members 
Mstep: Class 3 contains 104506 members 
Mstep: Class 4 contains 340088 members 
Mstep: Class 5 contains 131646 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 11724 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 301091 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 69958 members 
Mstep: Class 13 contains 18689 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 26115 members 
Mstep: Class 25 contains 18700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927856.000000 Penalty: 15206.294922
Iteration 226Q: 25 clusters Score -4.692786e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40270 members 
Mstep: Class 3 contains 104836 members 
Mstep: Class 4 contains 339956 members 
Mstep: Class 5 contains 131968 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 301013 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 69684 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19520 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 26215 members 
Mstep: Class 25 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46927848.000000 Penalty: 15206.294922
Iteration 227Q: 25 clusters Score -4.692785e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40260 members 
Mstep: Class 3 contains 105157 members 
Mstep: Class 4 contains 339845 members 
Mstep: Class 5 contains 132256 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 300936 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 69399 members 
Mstep: Class 13 contains 18301 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 19527 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 26327 members 
Mstep: Class 25 contains 18770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928256.000000 Penalty: 15206.294922
Iteration 228Q: 25 clusters Score -4.692826e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40247 members 
Mstep: Class 3 contains 105462 members 
Mstep: Class 4 contains 339721 members 
Mstep: Class 5 contains 132539 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 11582 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 300897 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 69108 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 4265 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 19534 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 26426 members 
Mstep: Class 25 contains 18800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928440.000000 Penalty: 15206.294922
Iteration 229Q: 25 clusters Score -4.692844e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 105761 members 
Mstep: Class 4 contains 339618 members 
Mstep: Class 5 contains 132820 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 11536 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 300790 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 68884 members 
Mstep: Class 13 contains 17910 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 4238 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 19528 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 26515 members 
Mstep: Class 25 contains 18846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928592.000000 Penalty: 15206.294922
Iteration 230Q: 25 clusters Score -4.692859e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40183 members 
Mstep: Class 3 contains 106051 members 
Mstep: Class 4 contains 339500 members 
Mstep: Class 5 contains 133149 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 11497 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 300671 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 68666 members 
Mstep: Class 13 contains 17719 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 19522 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 26602 members 
Mstep: Class 25 contains 18893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928364.000000 Penalty: 15206.294922
Iteration 231Q: 25 clusters Score -4.692836e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 106382 members 
Mstep: Class 4 contains 339419 members 
Mstep: Class 5 contains 133483 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 300538 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 68422 members 
Mstep: Class 13 contains 17506 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 8237 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 19527 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 26678 members 
Mstep: Class 25 contains 18927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928460.000000 Penalty: 15206.294922
Iteration 232Q: 25 clusters Score -4.692846e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 40143 members 
Mstep: Class 3 contains 106730 members 
Mstep: Class 4 contains 339309 members 
Mstep: Class 5 contains 133835 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 300392 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 19518 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 26742 members 
Mstep: Class 25 contains 18990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928596.000000 Penalty: 15206.294922
Iteration 233Q: 25 clusters Score -4.69286e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 40133 members 
Mstep: Class 3 contains 107095 members 
Mstep: Class 4 contains 339158 members 
Mstep: Class 5 contains 134204 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 11474 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 300231 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 67879 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 8269 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 19507 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 26806 members 
Mstep: Class 25 contains 19071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46928764.000000 Penalty: 15206.294922
Iteration 234Q: 25 clusters Score -4.692876e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 40102 members 
Mstep: Class 3 contains 107520 members 
Mstep: Class 4 contains 339002 members 
Mstep: Class 5 contains 134557 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 11470 members 
Mstep: Class 9 contains 4880 members 
Mstep: Class 10 contains 300063 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67558 members 
Mstep: Class 13 contains 16877 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 8285 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 19486 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 26862 members 
Mstep: Class 25 contains 19146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929216.000000 Penalty: 15206.294922
Iteration 235Q: 25 clusters Score -4.692922e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 40076 members 
Mstep: Class 3 contains 107911 members 
Mstep: Class 4 contains 338840 members 
Mstep: Class 5 contains 134896 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 4897 members 
Mstep: Class 10 contains 299891 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67239 members 
Mstep: Class 13 contains 16708 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 4049 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 19474 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 26922 members 
Mstep: Class 25 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929488.000000 Penalty: 15206.294922
Iteration 236Q: 25 clusters Score -4.692949e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40040 members 
Mstep: Class 3 contains 108309 members 
Mstep: Class 4 contains 338697 members 
Mstep: Class 5 contains 135237 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 11514 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 299719 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66931 members 
Mstep: Class 13 contains 16523 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 19455 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 26988 members 
Mstep: Class 25 contains 19288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929612.000000 Penalty: 15206.294922
Iteration 237Q: 25 clusters Score -4.692961e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 39988 members 
Mstep: Class 3 contains 108713 members 
Mstep: Class 4 contains 338589 members 
Mstep: Class 5 contains 135574 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 11539 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 299516 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66578 members 
Mstep: Class 13 contains 16341 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 19446 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 27065 members 
Mstep: Class 25 contains 19390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46929944.000000 Penalty: 15206.294922
Iteration 238Q: 25 clusters Score -4.692994e+07 nChanged 1960
Entering ConstructFrom: 
Score: -46929944.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -86952.296875 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -86952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -85548.820312 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -85548.82 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -86008.875000 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -86008.88 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -86074.437500 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -86074.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -86129.351562 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -86129.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -86212.437500 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -86212.44 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -86303.679688 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -86303.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -86370.593750 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -86370.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -86446.773438 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -86446.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -86501.148438 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -86501.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -86534.945312 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -86534.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -86555.906250 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -86555.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -86564.296875 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -86564.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -86569.398438 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -86569.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -86576.109375 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -86576.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -86580.210938 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -86580.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -86582.476562 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -86582.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -86583.914062 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -86583.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -86586.289062 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -86586.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -86588.445312 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -86588.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -86590.343750 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -86590.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -86591.453125 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -86591.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -86592.625000 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -86592.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -86593.031250 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -86593.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -86593.140625 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -86593.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -86593.406250 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -86593.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -86593.796875 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -86593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -86594.312500 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -86594.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -86594.375000 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -86594.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -86594.453125 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -86594.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -86594.757812 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -86594.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -86595.265625 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -86595.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -86596.296875 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -86596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -86597.109375 Penalty: 687.634949
	Iteration 32Q: 3 clusters Score -86597.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -86597.695312 Penalty: 687.634949
	Iteration 33Q: 3 clusters Score -86597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86599.476562 Penalty: 687.634949
	Iteration 34Q: 3 clusters Score -86599.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -86600.156250 Penalty: 687.634949
	Iteration 35Q: 3 clusters Score -86600.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -86600.242188 Penalty: 687.634949
	Iteration 36Q: 3 clusters Score -86600.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -86600.242188 Penalty: 687.634949
	Iteration 37F: 3 clusters Score -86600.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Entering Unmasked Estep 
Score: -1622072.500000 Penalty: 482.085388
	Iteration 0F: 2 clusters Score -1622072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1595232.500000 Penalty: 964.170776
	Iteration 0F: 3 clusters Score -1595232 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1606994.500000 Penalty: 964.170776
	Iteration 1F: 3 clusters Score -1606994 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1608368.250000 Penalty: 964.170776
	Iteration 2F: 3 clusters Score -1608368 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1610816.875000 Penalty: 964.170776
	Iteration 3F: 3 clusters Score -1610817 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1614500.750000 Penalty: 964.170776
	Iteration 4F: 3 clusters Score -1614501 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1618346.625000 Penalty: 964.170776
	Iteration 5F: 3 clusters Score -1618347 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1620621.750000 Penalty: 964.170776
	Iteration 6F: 3 clusters Score -1620622 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1621346.625000 Penalty: 964.170776
	Iteration 7Q: 3 clusters Score -1621347 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1621546.000000 Penalty: 964.170776
	Iteration 8Q: 3 clusters Score -1621546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1621594.750000 Penalty: 964.170776
	Iteration 9Q: 3 clusters Score -1621595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1621616.500000 Penalty: 964.170776
	Iteration 10Q: 3 clusters Score -1621616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1621626.375000 Penalty: 964.170776
	Iteration 11Q: 3 clusters Score -1621626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1621628.625000 Penalty: 964.170776
	Iteration 12Q: 3 clusters Score -1621629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1621629.750000 Penalty: 964.170776
	Iteration 13Q: 3 clusters Score -1621630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1621629.750000 Penalty: 964.170776
	Iteration 14F: 3 clusters Score -1621630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Entering Unmasked Estep 
Score: -4868676.000000 Penalty: 527.793823
	Iteration 0F: 2 clusters Score -4868676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -4794868.000000 Penalty: 1055.587646
	Iteration 0F: 3 clusters Score -4794868 nChanged 53246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -4829120.000000 Penalty: 1055.587646
	Iteration 1F: 3 clusters Score -4829120 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -4832557.000000 Penalty: 1055.587646
	Iteration 2F: 3 clusters Score -4832557 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4837919.500000 Penalty: 1055.587646
	Iteration 3F: 3 clusters Score -4837920 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4844383.500000 Penalty: 1055.587646
	Iteration 4F: 3 clusters Score -4844384 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4849109.500000 Penalty: 1055.587646
	Iteration 5F: 3 clusters Score -4849110 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4851257.500000 Penalty: 1055.587646
	Iteration 6Q: 3 clusters Score -4851258 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4852318.000000 Penalty: 1055.587646
	Iteration 7Q: 3 clusters Score -4852318 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4853230.500000 Penalty: 1055.587646
	Iteration 8Q: 3 clusters Score -4853230 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4854180.000000 Penalty: 1055.587646
	Iteration 9Q: 3 clusters Score -4854180 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4855224.000000 Penalty: 1055.587646
	Iteration 10Q: 3 clusters Score -4855224 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4856489.000000 Penalty: 1055.587646
	Iteration 11Q: 3 clusters Score -4856489 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4857843.500000 Penalty: 1055.587646
	Iteration 12Q: 3 clusters Score -4857844 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -4859287.000000 Penalty: 1055.587646
	Iteration 13Q: 3 clusters Score -4859287 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4860836.000000 Penalty: 1055.587646
	Iteration 14Q: 3 clusters Score -4860836 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4862321.500000 Penalty: 1055.587646
	Iteration 15Q: 3 clusters Score -4862322 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4863737.500000 Penalty: 1055.587646
	Iteration 16Q: 3 clusters Score -4863738 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4864977.500000 Penalty: 1055.587646
	Iteration 17Q: 3 clusters Score -4864978 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4866010.500000 Penalty: 1055.587646
	Iteration 18Q: 3 clusters Score -4866010 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4866861.000000 Penalty: 1055.587646
	Iteration 19Q: 3 clusters Score -4866861 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4867509.500000 Penalty: 1055.587646
	Iteration 20F: 3 clusters Score -4867510 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4867897.000000 Penalty: 1055.587646
	Iteration 21Q: 3 clusters Score -4867897 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4868045.000000 Penalty: 1055.587646
	Iteration 22Q: 3 clusters Score -4868045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4868119.000000 Penalty: 1055.587646
	Iteration 23Q: 3 clusters Score -4868119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4868163.500000 Penalty: 1055.587646
	Iteration 24Q: 3 clusters Score -4868164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4868179.000000 Penalty: 1055.587646
	Iteration 25Q: 3 clusters Score -4868179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4868186.000000 Penalty: 1055.587646
	Iteration 26Q: 3 clusters Score -4868186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4868192.500000 Penalty: 1055.587646
	Iteration 27Q: 3 clusters Score -4868192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4868193.500000 Penalty: 1055.587646
	Iteration 28Q: 3 clusters Score -4868194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4868196.500000 Penalty: 1055.587646
	Iteration 29Q: 3 clusters Score -4868196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4868202.000000 Penalty: 1055.587646
	Iteration 30Q: 3 clusters Score -4868202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4868202.000000 Penalty: 1055.587646
	Iteration 31Q: 3 clusters Score -4868202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4868203.000000 Penalty: 1055.587646
	Iteration 32Q: 3 clusters Score -4868203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4868208.500000 Penalty: 1055.587646
	Iteration 33Q: 3 clusters Score -4868208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4868211.000000 Penalty: 1055.587646
	Iteration 34Q: 3 clusters Score -4868211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4868212.500000 Penalty: 1055.587646
	Iteration 35Q: 3 clusters Score -4868212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4868212.500000 Penalty: 1055.587646
	Iteration 36F: 3 clusters Score -4868212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (338526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338526 members 
Entering Unmasked Estep 
Score: -14967655.000000 Penalty: 579.322205
	Iteration 0F: 2 clusters Score -1.496766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169129 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -14744929.000000 Penalty: 1158.644409
	Iteration 0F: 3 clusters Score -1.474493e+07 nChanged 166887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166182 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -14846939.000000 Penalty: 1158.644409
	Iteration 1F: 3 clusters Score -1.484694e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -14850041.000000 Penalty: 1158.644409
	Iteration 2Q: 3 clusters Score -1.485004e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -14855411.000000 Penalty: 1158.644409
	Iteration 3Q: 3 clusters Score -1.485541e+07 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155853 members 
Mstep: Class 2 contains 182673 members 
Entering Unmasked Estep 
Score: -14864609.000000 Penalty: 1158.644409
	Iteration 4Q: 3 clusters Score -1.486461e+07 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -14879579.000000 Penalty: 1158.644409
	Iteration 5F: 3 clusters Score -1.487958e+07 nChanged 23348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 195136 members 
Entering Unmasked Estep 
Score: -14898945.000000 Penalty: 1158.644409
	Iteration 6F: 3 clusters Score -1.489894e+07 nChanged 22256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 199676 members 
Entering Unmasked Estep 
Score: -14914250.000000 Penalty: 1158.644409
	Iteration 7F: 3 clusters Score -1.491425e+07 nChanged 16038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 202608 members 
Entering Unmasked Estep 
Score: -14920955.000000 Penalty: 1158.644409
	Iteration 8Q: 3 clusters Score -1.492096e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 205198 members 
Entering Unmasked Estep 
Score: -14923956.000000 Penalty: 1158.644409
	Iteration 9Q: 3 clusters Score -1.492396e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130916 members 
Mstep: Class 2 contains 207610 members 
Entering Unmasked Estep 
Score: -14926192.000000 Penalty: 1158.644409
	Iteration 10Q: 3 clusters Score -1.492619e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 209965 members 
Entering Unmasked Estep 
Score: -14928631.000000 Penalty: 1158.644409
	Iteration 11Q: 3 clusters Score -1.492863e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 212088 members 
Entering Unmasked Estep 
Score: -14931424.000000 Penalty: 1158.644409
	Iteration 12Q: 3 clusters Score -1.493142e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124722 members 
Mstep: Class 2 contains 213804 members 
Entering Unmasked Estep 
Score: -14934918.000000 Penalty: 1158.644409
	Iteration 13Q: 3 clusters Score -1.493492e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 215096 members 
Entering Unmasked Estep 
Score: -14938878.000000 Penalty: 1158.644409
	Iteration 14Q: 3 clusters Score -1.493888e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 215968 members 
Entering Unmasked Estep 
Score: -14943009.000000 Penalty: 1158.644409
	Iteration 15Q: 3 clusters Score -1.494301e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122076 members 
Mstep: Class 2 contains 216450 members 
Entering Unmasked Estep 
Score: -14947275.000000 Penalty: 1158.644409
	Iteration 16Q: 3 clusters Score -1.494728e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -14951501.000000 Penalty: 1158.644409
	Iteration 17Q: 3 clusters Score -1.49515e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 216181 members 
Entering Unmasked Estep 
Score: -14955425.000000 Penalty: 1158.644409
	Iteration 18Q: 3 clusters Score -1.495542e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122789 members 
Mstep: Class 2 contains 215737 members 
Entering Unmasked Estep 
Score: -14958503.000000 Penalty: 1158.644409
	Iteration 19Q: 3 clusters Score -1.49585e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 215062 members 
Entering Unmasked Estep 
Score: -14961144.000000 Penalty: 1158.644409
	Iteration 20F: 3 clusters Score -1.496114e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 214312 members 
Entering Unmasked Estep 
Score: -14963058.000000 Penalty: 1158.644409
	Iteration 21Q: 3 clusters Score -1.496306e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 213451 members 
Entering Unmasked Estep 
Score: -14964212.000000 Penalty: 1158.644409
	Iteration 22Q: 3 clusters Score -1.496421e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -14965020.000000 Penalty: 1158.644409
	Iteration 23Q: 3 clusters Score -1.496502e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126606 members 
Mstep: Class 2 contains 211920 members 
Entering Unmasked Estep 
Score: -14965350.000000 Penalty: 1158.644409
	Iteration 24Q: 3 clusters Score -1.496535e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 211183 members 
Entering Unmasked Estep 
Score: -14965549.000000 Penalty: 1158.644409
	Iteration 25Q: 3 clusters Score -1.496555e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127972 members 
Mstep: Class 2 contains 210554 members 
Entering Unmasked Estep 
Score: -14965679.000000 Penalty: 1158.644409
	Iteration 26Q: 3 clusters Score -1.496568e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 209975 members 
Entering Unmasked Estep 
Score: -14965796.000000 Penalty: 1158.644409
	Iteration 27Q: 3 clusters Score -1.49658e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 209403 members 
Entering Unmasked Estep 
Score: -14965919.000000 Penalty: 1158.644409
	Iteration 28Q: 3 clusters Score -1.496592e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -14965976.000000 Penalty: 1158.644409
	Iteration 29Q: 3 clusters Score -1.496598e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130300 members 
Mstep: Class 2 contains 208226 members 
Entering Unmasked Estep 
Score: -14966029.000000 Penalty: 1158.644409
	Iteration 30Q: 3 clusters Score -1.496603e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 207658 members 
Entering Unmasked Estep 
Score: -14966063.000000 Penalty: 1158.644409
	Iteration 31Q: 3 clusters Score -1.496606e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 207120 members 
Entering Unmasked Estep 
Score: -14966021.000000 Penalty: 1158.644409
	Iteration 32Q: 3 clusters Score -1.496602e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 206614 members 
Entering Unmasked Estep 
Score: -14966036.000000 Penalty: 1158.644409
	Iteration 33Q: 3 clusters Score -1.496604e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 206095 members 
Entering Unmasked Estep 
Score: -14966066.000000 Penalty: 1158.644409
	Iteration 34Q: 3 clusters Score -1.496607e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132908 members 
Mstep: Class 2 contains 205618 members 
Entering Unmasked Estep 
Score: -14966062.000000 Penalty: 1158.644409
	Iteration 35Q: 3 clusters Score -1.496606e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133396 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -14966043.000000 Penalty: 1158.644409
	Iteration 36Q: 3 clusters Score -1.496604e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 204638 members 
Entering Unmasked Estep 
Score: -14966008.000000 Penalty: 1158.644409
	Iteration 37Q: 3 clusters Score -1.496601e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 204125 members 
Entering Unmasked Estep 
Score: -14966036.000000 Penalty: 1158.644409
	Iteration 38Q: 3 clusters Score -1.496604e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134907 members 
Mstep: Class 2 contains 203619 members 
Entering Unmasked Estep 
Score: -14966091.000000 Penalty: 1158.644409
	Iteration 39Q: 3 clusters Score -1.496609e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 203115 members 
Entering Unmasked Estep 
Score: -14966116.000000 Penalty: 1158.644409
	Iteration 40F: 3 clusters Score -1.496612e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 202604 members 
Entering Unmasked Estep 
Score: -14966076.000000 Penalty: 1158.644409
	Iteration 41Q: 3 clusters Score -1.496608e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136444 members 
Mstep: Class 2 contains 202082 members 
Entering Unmasked Estep 
Score: -14966075.000000 Penalty: 1158.644409
	Iteration 42Q: 3 clusters Score -1.496608e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 201614 members 
Entering Unmasked Estep 
Score: -14966089.000000 Penalty: 1158.644409
	Iteration 43Q: 3 clusters Score -1.496609e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137355 members 
Mstep: Class 2 contains 201171 members 
Entering Unmasked Estep 
Score: -14966047.000000 Penalty: 1158.644409
	Iteration 44Q: 3 clusters Score -1.496605e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 200690 members 
Entering Unmasked Estep 
Score: -14966017.000000 Penalty: 1158.644409
	Iteration 45Q: 3 clusters Score -1.496602e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138264 members 
Mstep: Class 2 contains 200262 members 
Entering Unmasked Estep 
Score: -14966010.000000 Penalty: 1158.644409
	Iteration 46Q: 3 clusters Score -1.496601e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 199830 members 
Entering Unmasked Estep 
Score: -14966038.000000 Penalty: 1158.644409
	Iteration 47Q: 3 clusters Score -1.496604e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139074 members 
Mstep: Class 2 contains 199452 members 
Entering Unmasked Estep 
Score: -14966020.000000 Penalty: 1158.644409
	Iteration 48Q: 3 clusters Score -1.496602e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Mstep: Class 2 contains 199047 members 
Entering Unmasked Estep 
Score: -14966044.000000 Penalty: 1158.644409
	Iteration 49Q: 3 clusters Score -1.496604e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139899 members 
Mstep: Class 2 contains 198627 members 
Entering Unmasked Estep 
Score: -14966046.000000 Penalty: 1158.644409
	Iteration 50Q: 3 clusters Score -1.496605e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 198203 members 
Entering Unmasked Estep 
Score: -14966082.000000 Penalty: 1158.644409
	Iteration 51Q: 3 clusters Score -1.496608e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 197763 members 
Entering Unmasked Estep 
Score: -14966054.000000 Penalty: 1158.644409
	Iteration 52Q: 3 clusters Score -1.496605e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141179 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -14966090.000000 Penalty: 1158.644409
	Iteration 53Q: 3 clusters Score -1.496609e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 196969 members 
Entering Unmasked Estep 
Score: -14966115.000000 Penalty: 1158.644409
	Iteration 54Q: 3 clusters Score -1.496612e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141942 members 
Mstep: Class 2 contains 196584 members 
Entering Unmasked Estep 
Score: -14966113.000000 Penalty: 1158.644409
	Iteration 55Q: 3 clusters Score -1.496611e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142324 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -14966106.000000 Penalty: 1158.644409
	Iteration 56Q: 3 clusters Score -1.496611e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -14966108.000000 Penalty: 1158.644409
	Iteration 57Q: 3 clusters Score -1.496611e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 195428 members 
Entering Unmasked Estep 
Score: -14966150.000000 Penalty: 1158.644409
	Iteration 58Q: 3 clusters Score -1.496615e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 195094 members 
Entering Unmasked Estep 
Score: -14966154.000000 Penalty: 1158.644409
	Iteration 59Q: 3 clusters Score -1.496615e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -14966143.000000 Penalty: 1158.644409
	Iteration 60F: 3 clusters Score -1.496614e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 194426 members 
Entering Unmasked Estep 
Score: -14966207.000000 Penalty: 1158.644409
	Iteration 61Q: 3 clusters Score -1.496621e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 194094 members 
Entering Unmasked Estep 
Score: -14966183.000000 Penalty: 1158.644409
	Iteration 62Q: 3 clusters Score -1.496618e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 193787 members 
Entering Unmasked Estep 
Score: -14966157.000000 Penalty: 1158.644409
	Iteration 63Q: 3 clusters Score -1.496616e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 193496 members 
Entering Unmasked Estep 
Score: -14966135.000000 Penalty: 1158.644409
	Iteration 64Q: 3 clusters Score -1.496614e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -14966096.000000 Penalty: 1158.644409
	Iteration 65Q: 3 clusters Score -1.49661e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 192900 members 
Entering Unmasked Estep 
Score: -14966061.000000 Penalty: 1158.644409
	Iteration 66Q: 3 clusters Score -1.496606e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -14966035.000000 Penalty: 1158.644409
	Iteration 67Q: 3 clusters Score -1.496604e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 192366 members 
Entering Unmasked Estep 
Score: -14966095.000000 Penalty: 1158.644409
	Iteration 68Q: 3 clusters Score -1.49661e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146447 members 
Mstep: Class 2 contains 192079 members 
Entering Unmasked Estep 
Score: -14966070.000000 Penalty: 1158.644409
	Iteration 69Q: 3 clusters Score -1.496607e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 191824 members 
Entering Unmasked Estep 
Score: -14966071.000000 Penalty: 1158.644409
	Iteration 70Q: 3 clusters Score -1.496607e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 191564 members 
Entering Unmasked Estep 
Score: -14966101.000000 Penalty: 1158.644409
	Iteration 71Q: 3 clusters Score -1.49661e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 191305 members 
Entering Unmasked Estep 
Score: -14966122.000000 Penalty: 1158.644409
	Iteration 72Q: 3 clusters Score -1.496612e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 191052 members 
Entering Unmasked Estep 
Score: -14966145.000000 Penalty: 1158.644409
	Iteration 73Q: 3 clusters Score -1.496614e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 190823 members 
Entering Unmasked Estep 
Score: -14966166.000000 Penalty: 1158.644409
	Iteration 74Q: 3 clusters Score -1.496617e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -14966185.000000 Penalty: 1158.644409
	Iteration 75Q: 3 clusters Score -1.496618e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 190363 members 
Entering Unmasked Estep 
Score: -14966175.000000 Penalty: 1158.644409
	Iteration 76Q: 3 clusters Score -1.496618e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -14966154.000000 Penalty: 1158.644409
	Iteration 77Q: 3 clusters Score -1.496615e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148638 members 
Mstep: Class 2 contains 189888 members 
Entering Unmasked Estep 
Score: -14966120.000000 Penalty: 1158.644409
	Iteration 78Q: 3 clusters Score -1.496612e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -14966135.000000 Penalty: 1158.644409
	Iteration 79Q: 3 clusters Score -1.496614e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -14966138.000000 Penalty: 1158.644409
	Iteration 80F: 3 clusters Score -1.496614e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 189192 members 
Entering Unmasked Estep 
Score: -14966138.000000 Penalty: 1158.644409
	Iteration 81Q: 3 clusters Score -1.496614e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149549 members 
Mstep: Class 2 contains 188977 members 
Entering Unmasked Estep 
Score: -14966139.000000 Penalty: 1158.644409
	Iteration 82Q: 3 clusters Score -1.496614e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 188781 members 
Entering Unmasked Estep 
Score: -14966137.000000 Penalty: 1158.644409
	Iteration 83Q: 3 clusters Score -1.496614e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 188575 members 
Entering Unmasked Estep 
Score: -14966152.000000 Penalty: 1158.644409
	Iteration 84Q: 3 clusters Score -1.496615e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 188374 members 
Entering Unmasked Estep 
Score: -14966160.000000 Penalty: 1158.644409
	Iteration 85Q: 3 clusters Score -1.496616e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 188157 members 
Entering Unmasked Estep 
Score: -14966172.000000 Penalty: 1158.644409
	Iteration 86Q: 3 clusters Score -1.496617e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 187901 members 
Entering Unmasked Estep 
Score: -14966186.000000 Penalty: 1158.644409
	Iteration 87Q: 3 clusters Score -1.496619e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 187661 members 
Entering Unmasked Estep 
Score: -14966167.000000 Penalty: 1158.644409
	Iteration 88Q: 3 clusters Score -1.496617e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -14966165.000000 Penalty: 1158.644409
	Iteration 89Q: 3 clusters Score -1.496616e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -14966181.000000 Penalty: 1158.644409
	Iteration 90Q: 3 clusters Score -1.496618e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 186913 members 
Entering Unmasked Estep 
Score: -14966193.000000 Penalty: 1158.644409
	Iteration 91Q: 3 clusters Score -1.496619e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 186644 members 
Entering Unmasked Estep 
Score: -14966142.000000 Penalty: 1158.644409
	Iteration 92Q: 3 clusters Score -1.496614e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 186386 members 
Entering Unmasked Estep 
Score: -14966134.000000 Penalty: 1158.644409
	Iteration 93Q: 3 clusters Score -1.496613e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152373 members 
Mstep: Class 2 contains 186153 members 
Entering Unmasked Estep 
Score: -14966112.000000 Penalty: 1158.644409
	Iteration 94Q: 3 clusters Score -1.496611e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 185944 members 
Entering Unmasked Estep 
Score: -14966123.000000 Penalty: 1158.644409
	Iteration 95Q: 3 clusters Score -1.496612e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 185743 members 
Entering Unmasked Estep 
Score: -14966150.000000 Penalty: 1158.644409
	Iteration 96Q: 3 clusters Score -1.496615e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153000 members 
Mstep: Class 2 contains 185526 members 
Entering Unmasked Estep 
Score: -14966155.000000 Penalty: 1158.644409
	Iteration 97Q: 3 clusters Score -1.496616e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 185338 members 
Entering Unmasked Estep 
Score: -14966179.000000 Penalty: 1158.644409
	Iteration 98Q: 3 clusters Score -1.496618e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -14966194.000000 Penalty: 1158.644409
	Iteration 99Q: 3 clusters Score -1.496619e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 184991 members 
Entering Unmasked Estep 
Score: -14966190.000000 Penalty: 1158.644409
	Iteration 100F: 3 clusters Score -1.496619e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -14966174.000000 Penalty: 1158.644409
	Iteration 101Q: 3 clusters Score -1.496617e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 184641 members 
Entering Unmasked Estep 
Score: -14966168.000000 Penalty: 1158.644409
	Iteration 102Q: 3 clusters Score -1.496617e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 184420 members 
Entering Unmasked Estep 
Score: -14966172.000000 Penalty: 1158.644409
	Iteration 103Q: 3 clusters Score -1.496617e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 184206 members 
Entering Unmasked Estep 
Score: -14966175.000000 Penalty: 1158.644409
	Iteration 104Q: 3 clusters Score -1.496618e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 183957 members 
Entering Unmasked Estep 
Score: -14966168.000000 Penalty: 1158.644409
	Iteration 105Q: 3 clusters Score -1.496617e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -14966172.000000 Penalty: 1158.644409
	Iteration 106Q: 3 clusters Score -1.496617e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 183492 members 
Entering Unmasked Estep 
Score: -14966194.000000 Penalty: 1158.644409
	Iteration 107Q: 3 clusters Score -1.496619e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -14966181.000000 Penalty: 1158.644409
	Iteration 108Q: 3 clusters Score -1.496618e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155589 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -14966167.000000 Penalty: 1158.644409
	Iteration 109Q: 3 clusters Score -1.496617e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -14966173.000000 Penalty: 1158.644409
	Iteration 110Q: 3 clusters Score -1.496617e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 182346 members 
Entering Unmasked Estep 
Score: -14966193.000000 Penalty: 1158.644409
	Iteration 111Q: 3 clusters Score -1.496619e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 182074 members 
Entering Unmasked Estep 
Score: -14966171.000000 Penalty: 1158.644409
	Iteration 112Q: 3 clusters Score -1.496617e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 181798 members 
Entering Unmasked Estep 
Score: -14966164.000000 Penalty: 1158.644409
	Iteration 113Q: 3 clusters Score -1.496616e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 181553 members 
Entering Unmasked Estep 
Score: -14966167.000000 Penalty: 1158.644409
	Iteration 114Q: 3 clusters Score -1.496617e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 181331 members 
Entering Unmasked Estep 
Score: -14966169.000000 Penalty: 1158.644409
	Iteration 115Q: 3 clusters Score -1.496617e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -14966155.000000 Penalty: 1158.644409
	Iteration 116Q: 3 clusters Score -1.496616e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 180836 members 
Entering Unmasked Estep 
Score: -14966187.000000 Penalty: 1158.644409
	Iteration 117Q: 3 clusters Score -1.496619e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -14966191.000000 Penalty: 1158.644409
	Iteration 118Q: 3 clusters Score -1.496619e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158153 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -14966207.000000 Penalty: 1158.644409
	Iteration 119Q: 3 clusters Score -1.496621e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -14966217.000000 Penalty: 1158.644409
	Iteration 120F: 3 clusters Score -1.496622e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 179975 members 
Entering Unmasked Estep 
Score: -14966228.000000 Penalty: 1158.644409
	Iteration 121Q: 3 clusters Score -1.496623e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -14966253.000000 Penalty: 1158.644409
	Iteration 122Q: 3 clusters Score -1.496625e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 179575 members 
Entering Unmasked Estep 
Score: -14966238.000000 Penalty: 1158.644409
	Iteration 123Q: 3 clusters Score -1.496624e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 179343 members 
Entering Unmasked Estep 
Score: -14966243.000000 Penalty: 1158.644409
	Iteration 124Q: 3 clusters Score -1.496624e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -14966263.000000 Penalty: 1158.644409
	Iteration 125Q: 3 clusters Score -1.496626e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 178922 members 
Entering Unmasked Estep 
Score: -14966266.000000 Penalty: 1158.644409
	Iteration 126Q: 3 clusters Score -1.496627e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -14966263.000000 Penalty: 1158.644409
	Iteration 127Q: 3 clusters Score -1.496626e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -14966320.000000 Penalty: 1158.644409
	Iteration 128Q: 3 clusters Score -1.496632e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -14966325.000000 Penalty: 1158.644409
	Iteration 129Q: 3 clusters Score -1.496632e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -14966314.000000 Penalty: 1158.644409
	Iteration 130Q: 3 clusters Score -1.496631e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -14966322.000000 Penalty: 1158.644409
	Iteration 131Q: 3 clusters Score -1.496632e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 177893 members 
Entering Unmasked Estep 
Score: -14966326.000000 Penalty: 1158.644409
	Iteration 132Q: 3 clusters Score -1.496633e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -14966348.000000 Penalty: 1158.644409
	Iteration 133Q: 3 clusters Score -1.496635e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 177580 members 
Entering Unmasked Estep 
Score: -14966348.000000 Penalty: 1158.644409
	Iteration 134Q: 3 clusters Score -1.496635e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -14966335.000000 Penalty: 1158.644409
	Iteration 135Q: 3 clusters Score -1.496634e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -14966325.000000 Penalty: 1158.644409
	Iteration 136Q: 3 clusters Score -1.496632e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -14966358.000000 Penalty: 1158.644409
	Iteration 137Q: 3 clusters Score -1.496636e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -14966352.000000 Penalty: 1158.644409
	Iteration 138Q: 3 clusters Score -1.496635e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 176868 members 
Entering Unmasked Estep 
Score: -14966337.000000 Penalty: 1158.644409
	Iteration 139Q: 3 clusters Score -1.496634e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 176763 members 
Entering Unmasked Estep 
Score: -14966348.000000 Penalty: 1158.644409
	Iteration 140F: 3 clusters Score -1.496635e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -14966325.000000 Penalty: 1158.644409
	Iteration 141Q: 3 clusters Score -1.496632e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161966 members 
Mstep: Class 2 contains 176560 members 
Entering Unmasked Estep 
Score: -14966332.000000 Penalty: 1158.644409
	Iteration 142Q: 3 clusters Score -1.496633e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 176471 members 
Entering Unmasked Estep 
Score: -14966328.000000 Penalty: 1158.644409
	Iteration 143Q: 3 clusters Score -1.496633e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -14966303.000000 Penalty: 1158.644409
	Iteration 144Q: 3 clusters Score -1.49663e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 176263 members 
Entering Unmasked Estep 
Score: -14966286.000000 Penalty: 1158.644409
	Iteration 145Q: 3 clusters Score -1.496629e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162357 members 
Mstep: Class 2 contains 176169 members 
Entering Unmasked Estep 
Score: -14966272.000000 Penalty: 1158.644409
	Iteration 146Q: 3 clusters Score -1.496627e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162440 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -14966251.000000 Penalty: 1158.644409
	Iteration 147Q: 3 clusters Score -1.496625e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -14966278.000000 Penalty: 1158.644409
	Iteration 148Q: 3 clusters Score -1.496628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162625 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -14966257.000000 Penalty: 1158.644409
	Iteration 149Q: 3 clusters Score -1.496626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -14966244.000000 Penalty: 1158.644409
	Iteration 150Q: 3 clusters Score -1.496624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -14966237.000000 Penalty: 1158.644409
	Iteration 151Q: 3 clusters Score -1.496624e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -14966245.000000 Penalty: 1158.644409
	Iteration 152Q: 3 clusters Score -1.496624e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -14966256.000000 Penalty: 1158.644409
	Iteration 153Q: 3 clusters Score -1.496626e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -14966255.000000 Penalty: 1158.644409
	Iteration 154Q: 3 clusters Score -1.496626e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -14966271.000000 Penalty: 1158.644409
	Iteration 155Q: 3 clusters Score -1.496627e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -14966268.000000 Penalty: 1158.644409
	Iteration 156Q: 3 clusters Score -1.496627e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -14966282.000000 Penalty: 1158.644409
	Iteration 157Q: 3 clusters Score -1.496628e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -14966262.000000 Penalty: 1158.644409
	Iteration 158Q: 3 clusters Score -1.496626e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 174731 members 
Entering Unmasked Estep 
Score: -14966265.000000 Penalty: 1158.644409
	Iteration 159Q: 3 clusters Score -1.496626e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -14966273.000000 Penalty: 1158.644409
	Iteration 160F: 3 clusters Score -1.496627e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -14966295.000000 Penalty: 1158.644409
	Iteration 161Q: 3 clusters Score -1.49663e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -14966311.000000 Penalty: 1158.644409
	Iteration 162Q: 3 clusters Score -1.496631e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -14966291.000000 Penalty: 1158.644409
	Iteration 163Q: 3 clusters Score -1.496629e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164550 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -14966296.000000 Penalty: 1158.644409
	Iteration 164Q: 3 clusters Score -1.49663e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 173787 members 
Entering Unmasked Estep 
Score: -14966260.000000 Penalty: 1158.644409
	Iteration 165Q: 3 clusters Score -1.496626e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -14966295.000000 Penalty: 1158.644409
	Iteration 166Q: 3 clusters Score -1.49663e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -14966293.000000 Penalty: 1158.644409
	Iteration 167Q: 3 clusters Score -1.496629e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -14966319.000000 Penalty: 1158.644409
	Iteration 168Q: 3 clusters Score -1.496632e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -14966322.000000 Penalty: 1158.644409
	Iteration 169Q: 3 clusters Score -1.496632e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 172778 members 
Entering Unmasked Estep 
Score: -14966331.000000 Penalty: 1158.644409
	Iteration 170Q: 3 clusters Score -1.496633e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165976 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -14966358.000000 Penalty: 1158.644409
	Iteration 171Q: 3 clusters Score -1.496636e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -14966308.000000 Penalty: 1158.644409
	Iteration 172Q: 3 clusters Score -1.496631e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -14966300.000000 Penalty: 1158.644409
	Iteration 173Q: 3 clusters Score -1.49663e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -14966300.000000 Penalty: 1158.644409
	Iteration 174Q: 3 clusters Score -1.49663e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -14966301.000000 Penalty: 1158.644409
	Iteration 175Q: 3 clusters Score -1.49663e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -14966303.000000 Penalty: 1158.644409
	Iteration 176Q: 3 clusters Score -1.49663e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -14966298.000000 Penalty: 1158.644409
	Iteration 177Q: 3 clusters Score -1.49663e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -14966277.000000 Penalty: 1158.644409
	Iteration 178Q: 3 clusters Score -1.496628e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -14966273.000000 Penalty: 1158.644409
	Iteration 179Q: 3 clusters Score -1.496627e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168231 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -14966267.000000 Penalty: 1158.644409
	Iteration 180F: 3 clusters Score -1.496627e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -14966271.000000 Penalty: 1158.644409
	Iteration 181Q: 3 clusters Score -1.496627e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -14966262.000000 Penalty: 1158.644409
	Iteration 182Q: 3 clusters Score -1.496626e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -14966278.000000 Penalty: 1158.644409
	Iteration 183Q: 3 clusters Score -1.496628e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -14966272.000000 Penalty: 1158.644409
	Iteration 184Q: 3 clusters Score -1.496627e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -14966231.000000 Penalty: 1158.644409
	Iteration 185Q: 3 clusters Score -1.496623e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169343 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -14966228.000000 Penalty: 1158.644409
	Iteration 186Q: 3 clusters Score -1.496623e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 169014 members 
Entering Unmasked Estep 
Score: -14966239.000000 Penalty: 1158.644409
	Iteration 187Q: 3 clusters Score -1.496624e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -14966230.000000 Penalty: 1158.644409
	Iteration 188Q: 3 clusters Score -1.496623e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169833 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -14966224.000000 Penalty: 1158.644409
	Iteration 189Q: 3 clusters Score -1.496622e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169975 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -14966223.000000 Penalty: 1158.644409
	Iteration 190Q: 3 clusters Score -1.496622e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 168403 members 
Entering Unmasked Estep 
Score: -14966185.000000 Penalty: 1158.644409
	Iteration 191Q: 3 clusters Score -1.496618e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 168271 members 
Entering Unmasked Estep 
Score: -14966200.000000 Penalty: 1158.644409
	Iteration 192Q: 3 clusters Score -1.49662e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 168157 members 
Entering Unmasked Estep 
Score: -14966185.000000 Penalty: 1158.644409
	Iteration 193Q: 3 clusters Score -1.496618e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 168015 members 
Entering Unmasked Estep 
Score: -14966181.000000 Penalty: 1158.644409
	Iteration 194Q: 3 clusters Score -1.496618e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -14966181.000000 Penalty: 1158.644409
	Iteration 195Q: 3 clusters Score -1.496618e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 167700 members 
Entering Unmasked Estep 
Score: -14966169.000000 Penalty: 1158.644409
	Iteration 196Q: 3 clusters Score -1.496617e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170968 members 
Mstep: Class 2 contains 167558 members 
Entering Unmasked Estep 
Score: -14966164.000000 Penalty: 1158.644409
	Iteration 197Q: 3 clusters Score -1.496616e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -14966179.000000 Penalty: 1158.644409
	Iteration 198Q: 3 clusters Score -1.496618e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 167323 members 
Entering Unmasked Estep 
Score: -14966158.000000 Penalty: 1158.644409
	Iteration 199Q: 3 clusters Score -1.496616e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -14966180.000000 Penalty: 1158.644409
	Iteration 200F: 3 clusters Score -1.496618e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -14966165.000000 Penalty: 1158.644409
	Iteration 201Q: 3 clusters Score -1.496616e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171560 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -14966197.000000 Penalty: 1158.644409
	Iteration 202Q: 3 clusters Score -1.49662e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171688 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -14966169.000000 Penalty: 1158.644409
	Iteration 203Q: 3 clusters Score -1.496617e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -14966147.000000 Penalty: 1158.644409
	Iteration 204Q: 3 clusters Score -1.496615e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -14966154.000000 Penalty: 1158.644409
	Iteration 205Q: 3 clusters Score -1.496615e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -14966162.000000 Penalty: 1158.644409
	Iteration 206Q: 3 clusters Score -1.496616e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172264 members 
Mstep: Class 2 contains 166262 members 
Entering Unmasked Estep 
Score: -14966141.000000 Penalty: 1158.644409
	Iteration 207Q: 3 clusters Score -1.496614e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Mstep: Class 2 contains 166081 members 
Entering Unmasked Estep 
Score: -14966165.000000 Penalty: 1158.644409
	Iteration 208Q: 3 clusters Score -1.496616e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 165877 members 
Entering Unmasked Estep 
Score: -14966176.000000 Penalty: 1158.644409
	Iteration 209Q: 3 clusters Score -1.496618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -14966168.000000 Penalty: 1158.644409
	Iteration 210Q: 3 clusters Score -1.496617e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173071 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -14966150.000000 Penalty: 1158.644409
	Iteration 211Q: 3 clusters Score -1.496615e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -14966139.000000 Penalty: 1158.644409
	Iteration 212Q: 3 clusters Score -1.496614e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173598 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -14966157.000000 Penalty: 1158.644409
	Iteration 213Q: 3 clusters Score -1.496616e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -14966153.000000 Penalty: 1158.644409
	Iteration 214Q: 3 clusters Score -1.496615e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -14966126.000000 Penalty: 1158.644409
	Iteration 215Q: 3 clusters Score -1.496613e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -14966119.000000 Penalty: 1158.644409
	Iteration 216Q: 3 clusters Score -1.496612e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -14966113.000000 Penalty: 1158.644409
	Iteration 217Q: 3 clusters Score -1.496611e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -14966088.000000 Penalty: 1158.644409
	Iteration 218Q: 3 clusters Score -1.496609e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -14966072.000000 Penalty: 1158.644409
	Iteration 219Q: 3 clusters Score -1.496607e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175499 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -14966069.000000 Penalty: 1158.644409
	Iteration 220F: 3 clusters Score -1.496607e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -14966059.000000 Penalty: 1158.644409
	Iteration 221Q: 3 clusters Score -1.496606e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -14966048.000000 Penalty: 1158.644409
	Iteration 222Q: 3 clusters Score -1.496605e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -14966048.000000 Penalty: 1158.644409
	Iteration 223Q: 3 clusters Score -1.496605e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -14966007.000000 Penalty: 1158.644409
	Iteration 224Q: 3 clusters Score -1.496601e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -14965986.000000 Penalty: 1158.644409
	Iteration 225Q: 3 clusters Score -1.496599e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177111 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -14965990.000000 Penalty: 1158.644409
	Iteration 226Q: 3 clusters Score -1.496599e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -14965982.000000 Penalty: 1158.644409
	Iteration 227Q: 3 clusters Score -1.496598e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -14965990.000000 Penalty: 1158.644409
	Iteration 228Q: 3 clusters Score -1.496599e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177948 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -14965996.000000 Penalty: 1158.644409
	Iteration 229Q: 3 clusters Score -1.4966e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178177 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -14965973.000000 Penalty: 1158.644409
	Iteration 230Q: 3 clusters Score -1.496597e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -14965982.000000 Penalty: 1158.644409
	Iteration 231Q: 3 clusters Score -1.496598e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178628 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -14965992.000000 Penalty: 1158.644409
	Iteration 232Q: 3 clusters Score -1.496599e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178876 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -14965959.000000 Penalty: 1158.644409
	Iteration 233Q: 3 clusters Score -1.496596e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -14965952.000000 Penalty: 1158.644409
	Iteration 234Q: 3 clusters Score -1.496595e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -14965977.000000 Penalty: 1158.644409
	Iteration 235Q: 3 clusters Score -1.496598e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179733 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -14965991.000000 Penalty: 1158.644409
	Iteration 236Q: 3 clusters Score -1.496599e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -14965986.000000 Penalty: 1158.644409
	Iteration 237Q: 3 clusters Score -1.496599e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -14965955.000000 Penalty: 1158.644409
	Iteration 238Q: 3 clusters Score -1.496596e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -14965973.000000 Penalty: 1158.644409
	Iteration 239Q: 3 clusters Score -1.496597e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -14966005.000000 Penalty: 1158.644409
	Iteration 240F: 3 clusters Score -1.4966e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181201 members 
Mstep: Class 2 contains 157325 members 
Entering Unmasked Estep 
Score: -14965966.000000 Penalty: 1158.644409
	Iteration 241Q: 3 clusters Score -1.496597e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181538 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -14965961.000000 Penalty: 1158.644409
	Iteration 242Q: 3 clusters Score -1.496596e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -14965967.000000 Penalty: 1158.644409
	Iteration 243Q: 3 clusters Score -1.496597e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -14965995.000000 Penalty: 1158.644409
	Iteration 244Q: 3 clusters Score -1.4966e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182632 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -14965962.000000 Penalty: 1158.644409
	Iteration 245Q: 3 clusters Score -1.496596e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -14965960.000000 Penalty: 1158.644409
	Iteration 246Q: 3 clusters Score -1.496596e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183428 members 
Mstep: Class 2 contains 155098 members 
Entering Unmasked Estep 
Score: -14965975.000000 Penalty: 1158.644409
	Iteration 247Q: 3 clusters Score -1.496598e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183791 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -14965938.000000 Penalty: 1158.644409
	Iteration 248Q: 3 clusters Score -1.496594e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -14965922.000000 Penalty: 1158.644409
	Iteration 249Q: 3 clusters Score -1.496592e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -14965949.000000 Penalty: 1158.644409
	Iteration 250Q: 3 clusters Score -1.496595e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184821 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -14965969.000000 Penalty: 1158.644409
	Iteration 251Q: 3 clusters Score -1.496597e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -14965948.000000 Penalty: 1158.644409
	Iteration 252Q: 3 clusters Score -1.496595e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185488 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -14965927.000000 Penalty: 1158.644409
	Iteration 253Q: 3 clusters Score -1.496593e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185799 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -14965932.000000 Penalty: 1158.644409
	Iteration 254Q: 3 clusters Score -1.496593e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -14965932.000000 Penalty: 1158.644409
	Iteration 255Q: 3 clusters Score -1.496593e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Mstep: Class 2 contains 152102 members 
Entering Unmasked Estep 
Score: -14965939.000000 Penalty: 1158.644409
	Iteration 256Q: 3 clusters Score -1.496594e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 151789 members 
Entering Unmasked Estep 
Score: -14965958.000000 Penalty: 1158.644409
	Iteration 257Q: 3 clusters Score -1.496596e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187033 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -14966018.000000 Penalty: 1158.644409
	Iteration 258Q: 3 clusters Score -1.496602e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 151187 members 
Entering Unmasked Estep 
Score: -14966028.000000 Penalty: 1158.644409
	Iteration 259Q: 3 clusters Score -1.496603e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187640 members 
Mstep: Class 2 contains 150886 members 
Entering Unmasked Estep 
Score: -14966012.000000 Penalty: 1158.644409
	Iteration 260F: 3 clusters Score -1.496601e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187966 members 
Mstep: Class 2 contains 150560 members 
Entering Unmasked Estep 
Score: -14965960.000000 Penalty: 1158.644409
	Iteration 261Q: 3 clusters Score -1.496596e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188304 members 
Mstep: Class 2 contains 150222 members 
Entering Unmasked Estep 
Score: -14965955.000000 Penalty: 1158.644409
	Iteration 262Q: 3 clusters Score -1.496596e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188629 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -14965968.000000 Penalty: 1158.644409
	Iteration 263Q: 3 clusters Score -1.496597e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188951 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -14965978.000000 Penalty: 1158.644409
	Iteration 264Q: 3 clusters Score -1.496598e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -14965982.000000 Penalty: 1158.644409
	Iteration 265Q: 3 clusters Score -1.496598e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189650 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -14965968.000000 Penalty: 1158.644409
	Iteration 266Q: 3 clusters Score -1.496597e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -14965938.000000 Penalty: 1158.644409
	Iteration 267Q: 3 clusters Score -1.496594e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190251 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -14965962.000000 Penalty: 1158.644409
	Iteration 268Q: 3 clusters Score -1.496596e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190540 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -14965993.000000 Penalty: 1158.644409
	Iteration 269Q: 3 clusters Score -1.496599e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190836 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -14966012.000000 Penalty: 1158.644409
	Iteration 270Q: 3 clusters Score -1.496601e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -14966000.000000 Penalty: 1158.644409
	Iteration 271Q: 3 clusters Score -1.4966e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -14965993.000000 Penalty: 1158.644409
	Iteration 272Q: 3 clusters Score -1.496599e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191734 members 
Mstep: Class 2 contains 146792 members 
Entering Unmasked Estep 
Score: -14965927.000000 Penalty: 1158.644409
	Iteration 273Q: 3 clusters Score -1.496593e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191984 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -14965945.000000 Penalty: 1158.644409
	Iteration 274Q: 3 clusters Score -1.496594e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192271 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -14965906.000000 Penalty: 1158.644409
	Iteration 275Q: 3 clusters Score -1.496591e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192557 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -14965933.000000 Penalty: 1158.644409
	Iteration 276Q: 3 clusters Score -1.496593e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192826 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -14965964.000000 Penalty: 1158.644409
	Iteration 277Q: 3 clusters Score -1.496596e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193116 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -14966021.000000 Penalty: 1158.644409
	Iteration 278Q: 3 clusters Score -1.496602e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -14966007.000000 Penalty: 1158.644409
	Iteration 279Q: 3 clusters Score -1.496601e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193763 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -14966013.000000 Penalty: 1158.644409
	Iteration 280F: 3 clusters Score -1.496601e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194071 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -14966043.000000 Penalty: 1158.644409
	Iteration 281Q: 3 clusters Score -1.496604e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194375 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -14966016.000000 Penalty: 1158.644409
	Iteration 282Q: 3 clusters Score -1.496602e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194638 members 
Mstep: Class 2 contains 143888 members 
Entering Unmasked Estep 
Score: -14966026.000000 Penalty: 1158.644409
	Iteration 283Q: 3 clusters Score -1.496603e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194863 members 
Mstep: Class 2 contains 143663 members 
Entering Unmasked Estep 
Score: -14966074.000000 Penalty: 1158.644409
	Iteration 284Q: 3 clusters Score -1.496607e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -14966068.000000 Penalty: 1158.644409
	Iteration 285Q: 3 clusters Score -1.496607e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195227 members 
Mstep: Class 2 contains 143299 members 
Entering Unmasked Estep 
Score: -14966083.000000 Penalty: 1158.644409
	Iteration 286Q: 3 clusters Score -1.496608e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195407 members 
Mstep: Class 2 contains 143119 members 
Entering Unmasked Estep 
Score: -14966071.000000 Penalty: 1158.644409
	Iteration 287Q: 3 clusters Score -1.496607e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195596 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -14966049.000000 Penalty: 1158.644409
	Iteration 288Q: 3 clusters Score -1.496605e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195806 members 
Mstep: Class 2 contains 142720 members 
Entering Unmasked Estep 
Score: -14966057.000000 Penalty: 1158.644409
	Iteration 289Q: 3 clusters Score -1.496606e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196041 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -14966037.000000 Penalty: 1158.644409
	Iteration 290Q: 3 clusters Score -1.496604e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 142250 members 
Entering Unmasked Estep 
Score: -14966062.000000 Penalty: 1158.644409
	Iteration 291Q: 3 clusters Score -1.496606e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196521 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -14966044.000000 Penalty: 1158.644409
	Iteration 292Q: 3 clusters Score -1.496604e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196762 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -14966027.000000 Penalty: 1158.644409
	Iteration 293Q: 3 clusters Score -1.496603e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -14966019.000000 Penalty: 1158.644409
	Iteration 294Q: 3 clusters Score -1.496602e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197246 members 
Mstep: Class 2 contains 141280 members 
Entering Unmasked Estep 
Score: -14966025.000000 Penalty: 1158.644409
	Iteration 295Q: 3 clusters Score -1.496602e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197495 members 
Mstep: Class 2 contains 141031 members 
Entering Unmasked Estep 
Score: -14966055.000000 Penalty: 1158.644409
	Iteration 296Q: 3 clusters Score -1.496606e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197754 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -14966053.000000 Penalty: 1158.644409
	Iteration 297Q: 3 clusters Score -1.496605e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198007 members 
Mstep: Class 2 contains 140519 members 
Entering Unmasked Estep 
Score: -14966081.000000 Penalty: 1158.644409
	Iteration 298Q: 3 clusters Score -1.496608e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198273 members 
Mstep: Class 2 contains 140253 members 
Entering Unmasked Estep 
Score: -14966076.000000 Penalty: 1158.644409
	Iteration 299Q: 3 clusters Score -1.496608e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198553 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -14966046.000000 Penalty: 1158.644409
	Iteration 300F: 3 clusters Score -1.496605e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198833 members 
Mstep: Class 2 contains 139693 members 
Entering Unmasked Estep 
Score: -14966058.000000 Penalty: 1158.644409
	Iteration 301Q: 3 clusters Score -1.496606e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199132 members 
Mstep: Class 2 contains 139394 members 
Entering Unmasked Estep 
Score: -14966049.000000 Penalty: 1158.644409
	Iteration 302Q: 3 clusters Score -1.496605e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -14966040.000000 Penalty: 1158.644409
	Iteration 303Q: 3 clusters Score -1.496604e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199816 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -14966048.000000 Penalty: 1158.644409
	Iteration 304Q: 3 clusters Score -1.496605e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200152 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -14966083.000000 Penalty: 1158.644409
	Iteration 305Q: 3 clusters Score -1.496608e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 138020 members 
Entering Unmasked Estep 
Score: -14966125.000000 Penalty: 1158.644409
	Iteration 306Q: 3 clusters Score -1.496612e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200866 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -14966148.000000 Penalty: 1158.644409
	Iteration 307Q: 3 clusters Score -1.496615e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201271 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -14966146.000000 Penalty: 1158.644409
	Iteration 308Q: 3 clusters Score -1.496615e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201668 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -14966163.000000 Penalty: 1158.644409
	Iteration 309Q: 3 clusters Score -1.496616e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202089 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -14966170.000000 Penalty: 1158.644409
	Iteration 310Q: 3 clusters Score -1.496617e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202524 members 
Mstep: Class 2 contains 136002 members 
Entering Unmasked Estep 
Score: -14966148.000000 Penalty: 1158.644409
	Iteration 311Q: 3 clusters Score -1.496615e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202927 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -14966158.000000 Penalty: 1158.644409
	Iteration 312Q: 3 clusters Score -1.496616e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203347 members 
Mstep: Class 2 contains 135179 members 
Entering Unmasked Estep 
Score: -14966126.000000 Penalty: 1158.644409
	Iteration 313Q: 3 clusters Score -1.496613e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203759 members 
Mstep: Class 2 contains 134767 members 
Entering Unmasked Estep 
Score: -14966187.000000 Penalty: 1158.644409
	Iteration 314Q: 3 clusters Score -1.496619e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -14966177.000000 Penalty: 1158.644409
	Iteration 315Q: 3 clusters Score -1.496618e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204606 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -14966166.000000 Penalty: 1158.644409
	Iteration 316Q: 3 clusters Score -1.496617e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205063 members 
Mstep: Class 2 contains 133463 members 
Entering Unmasked Estep 
Score: -14966172.000000 Penalty: 1158.644409
	Iteration 317Q: 3 clusters Score -1.496617e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205503 members 
Mstep: Class 2 contains 133023 members 
Entering Unmasked Estep 
Score: -14966192.000000 Penalty: 1158.644409
	Iteration 318Q: 3 clusters Score -1.496619e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205994 members 
Mstep: Class 2 contains 132532 members 
Entering Unmasked Estep 
Score: -14966218.000000 Penalty: 1158.644409
	Iteration 319Q: 3 clusters Score -1.496622e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206467 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -14966255.000000 Penalty: 1158.644409
	Iteration 320F: 3 clusters Score -1.496626e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206964 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -14966212.000000 Penalty: 1158.644409
	Iteration 321Q: 3 clusters Score -1.496621e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -14966234.000000 Penalty: 1158.644409
	Iteration 322Q: 3 clusters Score -1.496623e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -14966225.000000 Penalty: 1158.644409
	Iteration 323Q: 3 clusters Score -1.496622e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208329 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -14966208.000000 Penalty: 1158.644409
	Iteration 324Q: 3 clusters Score -1.496621e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208747 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -14966181.000000 Penalty: 1158.644409
	Iteration 325Q: 3 clusters Score -1.496618e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209200 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -14966204.000000 Penalty: 1158.644409
	Iteration 326Q: 3 clusters Score -1.49662e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209625 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -14966178.000000 Penalty: 1158.644409
	Iteration 327Q: 3 clusters Score -1.496618e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210066 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -14966203.000000 Penalty: 1158.644409
	Iteration 328Q: 3 clusters Score -1.49662e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210478 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -14966207.000000 Penalty: 1158.644409
	Iteration 329Q: 3 clusters Score -1.496621e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210872 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -14966248.000000 Penalty: 1158.644409
	Iteration 330Q: 3 clusters Score -1.496625e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211235 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -14966289.000000 Penalty: 1158.644409
	Iteration 331Q: 3 clusters Score -1.496629e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211630 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -14966318.000000 Penalty: 1158.644409
	Iteration 332Q: 3 clusters Score -1.496632e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212009 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -14966312.000000 Penalty: 1158.644409
	Iteration 333Q: 3 clusters Score -1.496631e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212344 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -14966336.000000 Penalty: 1158.644409
	Iteration 334Q: 3 clusters Score -1.496634e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212686 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -14966315.000000 Penalty: 1158.644409
	Iteration 335Q: 3 clusters Score -1.496632e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213062 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -14966322.000000 Penalty: 1158.644409
	Iteration 336Q: 3 clusters Score -1.496632e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213442 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -14966288.000000 Penalty: 1158.644409
	Iteration 337Q: 3 clusters Score -1.496629e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213829 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -14966314.000000 Penalty: 1158.644409
	Iteration 338Q: 3 clusters Score -1.496631e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214248 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -14966363.000000 Penalty: 1158.644409
	Iteration 339Q: 3 clusters Score -1.496636e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214636 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -14966365.000000 Penalty: 1158.644409
	Iteration 340F: 3 clusters Score -1.496636e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214996 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -14966347.000000 Penalty: 1158.644409
	Iteration 341Q: 3 clusters Score -1.496635e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215343 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -14966330.000000 Penalty: 1158.644409
	Iteration 342Q: 3 clusters Score -1.496633e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215672 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -14966315.000000 Penalty: 1158.644409
	Iteration 343Q: 3 clusters Score -1.496632e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215992 members 
Mstep: Class 2 contains 122534 members 
Entering Unmasked Estep 
Score: -14966348.000000 Penalty: 1158.644409
	Iteration 344Q: 3 clusters Score -1.496635e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216301 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -14966326.000000 Penalty: 1158.644409
	Iteration 345Q: 3 clusters Score -1.496633e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216605 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -14966307.000000 Penalty: 1158.644409
	Iteration 346Q: 3 clusters Score -1.496631e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216968 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -14966345.000000 Penalty: 1158.644409
	Iteration 347Q: 3 clusters Score -1.496634e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217323 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -14966309.000000 Penalty: 1158.644409
	Iteration 348Q: 3 clusters Score -1.496631e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217633 members 
Mstep: Class 2 contains 120893 members 
Entering Unmasked Estep 
Score: -14966299.000000 Penalty: 1158.644409
	Iteration 349Q: 3 clusters Score -1.49663e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217913 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -14966333.000000 Penalty: 1158.644409
	Iteration 350Q: 3 clusters Score -1.496633e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218152 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -14966317.000000 Penalty: 1158.644409
	Iteration 351Q: 3 clusters Score -1.496632e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218381 members 
Mstep: Class 2 contains 120145 members 
Entering Unmasked Estep 
Score: -14966318.000000 Penalty: 1158.644409
	Iteration 352Q: 3 clusters Score -1.496632e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218602 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -14966349.000000 Penalty: 1158.644409
	Iteration 353Q: 3 clusters Score -1.496635e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218859 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -14966365.000000 Penalty: 1158.644409
	Iteration 354Q: 3 clusters Score -1.496636e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219109 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -14966379.000000 Penalty: 1158.644409
	Iteration 355Q: 3 clusters Score -1.496638e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219367 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -14966411.000000 Penalty: 1158.644409
	Iteration 356Q: 3 clusters Score -1.496641e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219634 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -14966386.000000 Penalty: 1158.644409
	Iteration 357Q: 3 clusters Score -1.496639e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219869 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -14966384.000000 Penalty: 1158.644409
	Iteration 358Q: 3 clusters Score -1.496638e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220134 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -14966384.000000 Penalty: 1158.644409
	Iteration 359Q: 3 clusters Score -1.496638e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220390 members 
Mstep: Class 2 contains 118136 members 
Entering Unmasked Estep 
Score: -14966402.000000 Penalty: 1158.644409
	Iteration 360F: 3 clusters Score -1.49664e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220630 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -14966428.000000 Penalty: 1158.644409
	Iteration 361Q: 3 clusters Score -1.496643e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220921 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -14966423.000000 Penalty: 1158.644409
	Iteration 362Q: 3 clusters Score -1.496642e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -14966442.000000 Penalty: 1158.644409
	Iteration 363Q: 3 clusters Score -1.496644e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221554 members 
Mstep: Class 2 contains 116972 members 
Entering Unmasked Estep 
Score: -14966462.000000 Penalty: 1158.644409
	Iteration 364Q: 3 clusters Score -1.496646e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 116658 members 
Entering Unmasked Estep 
Score: -14966478.000000 Penalty: 1158.644409
	Iteration 365Q: 3 clusters Score -1.496648e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222146 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -14966449.000000 Penalty: 1158.644409
	Iteration 366Q: 3 clusters Score -1.496645e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222422 members 
Mstep: Class 2 contains 116104 members 
Entering Unmasked Estep 
Score: -14966435.000000 Penalty: 1158.644409
	Iteration 367Q: 3 clusters Score -1.496644e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222690 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -14966426.000000 Penalty: 1158.644409
	Iteration 368Q: 3 clusters Score -1.496643e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222974 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -14966423.000000 Penalty: 1158.644409
	Iteration 369Q: 3 clusters Score -1.496642e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223254 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -14966410.000000 Penalty: 1158.644409
	Iteration 370Q: 3 clusters Score -1.496641e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -14966424.000000 Penalty: 1158.644409
	Iteration 371Q: 3 clusters Score -1.496642e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223911 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -14966398.000000 Penalty: 1158.644409
	Iteration 372Q: 3 clusters Score -1.49664e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224241 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -14966369.000000 Penalty: 1158.644409
	Iteration 373Q: 3 clusters Score -1.496637e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224559 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -14966355.000000 Penalty: 1158.644409
	Iteration 374Q: 3 clusters Score -1.496636e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224899 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -14966376.000000 Penalty: 1158.644409
	Iteration 375Q: 3 clusters Score -1.496638e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225200 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -14966396.000000 Penalty: 1158.644409
	Iteration 376Q: 3 clusters Score -1.49664e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225508 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -14966377.000000 Penalty: 1158.644409
	Iteration 377Q: 3 clusters Score -1.496638e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225756 members 
Mstep: Class 2 contains 112770 members 
Entering Unmasked Estep 
Score: -14966376.000000 Penalty: 1158.644409
	Iteration 378Q: 3 clusters Score -1.496638e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226010 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -14966377.000000 Penalty: 1158.644409
	Iteration 379Q: 3 clusters Score -1.496638e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -14966375.000000 Penalty: 1158.644409
	Iteration 380F: 3 clusters Score -1.496638e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226569 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -14966350.000000 Penalty: 1158.644409
	Iteration 381Q: 3 clusters Score -1.496635e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226885 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -14966326.000000 Penalty: 1158.644409
	Iteration 382Q: 3 clusters Score -1.496633e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227204 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -14966331.000000 Penalty: 1158.644409
	Iteration 383Q: 3 clusters Score -1.496633e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227520 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -14966350.000000 Penalty: 1158.644409
	Iteration 384Q: 3 clusters Score -1.496635e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227873 members 
Mstep: Class 2 contains 110653 members 
Entering Unmasked Estep 
Score: -14966382.000000 Penalty: 1158.644409
	Iteration 385Q: 3 clusters Score -1.496638e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228223 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -14966349.000000 Penalty: 1158.644409
	Iteration 386Q: 3 clusters Score -1.496635e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228553 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -14966411.000000 Penalty: 1158.644409
	Iteration 387Q: 3 clusters Score -1.496641e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228878 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -14966462.000000 Penalty: 1158.644409
	Iteration 388Q: 3 clusters Score -1.496646e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229204 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -14966465.000000 Penalty: 1158.644409
	Iteration 389Q: 3 clusters Score -1.496646e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229537 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -14966474.000000 Penalty: 1158.644409
	Iteration 390Q: 3 clusters Score -1.496647e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229858 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -14966494.000000 Penalty: 1158.644409
	Iteration 391Q: 3 clusters Score -1.496649e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230183 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -14966490.000000 Penalty: 1158.644409
	Iteration 392Q: 3 clusters Score -1.496649e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230511 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -14966520.000000 Penalty: 1158.644409
	Iteration 393Q: 3 clusters Score -1.496652e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230868 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -14966551.000000 Penalty: 1158.644409
	Iteration 394Q: 3 clusters Score -1.496655e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231262 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -14966577.000000 Penalty: 1158.644409
	Iteration 395Q: 3 clusters Score -1.496658e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231642 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -14966552.000000 Penalty: 1158.644409
	Iteration 396Q: 3 clusters Score -1.496655e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232014 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -14966558.000000 Penalty: 1158.644409
	Iteration 397Q: 3 clusters Score -1.496656e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232353 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -14966613.000000 Penalty: 1158.644409
	Iteration 398Q: 3 clusters Score -1.496661e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232690 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -14966639.000000 Penalty: 1158.644409
	Iteration 399Q: 3 clusters Score -1.496664e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233013 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -14966650.000000 Penalty: 1158.644409
	Iteration 400F: 3 clusters Score -1.496665e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233327 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -14966642.000000 Penalty: 1158.644409
	Iteration 401Q: 3 clusters Score -1.496664e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -14966662.000000 Penalty: 1158.644409
	Iteration 402Q: 3 clusters Score -1.496666e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233929 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -14966706.000000 Penalty: 1158.644409
	Iteration 403Q: 3 clusters Score -1.496671e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -14966717.000000 Penalty: 1158.644409
	Iteration 404Q: 3 clusters Score -1.496672e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234505 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -14966726.000000 Penalty: 1158.644409
	Iteration 405Q: 3 clusters Score -1.496673e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234826 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -14966745.000000 Penalty: 1158.644409
	Iteration 406Q: 3 clusters Score -1.496674e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235177 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -14966780.000000 Penalty: 1158.644409
	Iteration 407Q: 3 clusters Score -1.496678e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235523 members 
Mstep: Class 2 contains 103003 members 
Entering Unmasked Estep 
Score: -14966813.000000 Penalty: 1158.644409
	Iteration 408Q: 3 clusters Score -1.496681e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235875 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -14966833.000000 Penalty: 1158.644409
	Iteration 409Q: 3 clusters Score -1.496683e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236230 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -14966842.000000 Penalty: 1158.644409
	Iteration 410Q: 3 clusters Score -1.496684e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236556 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -14966805.000000 Penalty: 1158.644409
	Iteration 411Q: 3 clusters Score -1.49668e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236873 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -14966827.000000 Penalty: 1158.644409
	Iteration 412Q: 3 clusters Score -1.496683e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237198 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -14966813.000000 Penalty: 1158.644409
	Iteration 413Q: 3 clusters Score -1.496681e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237529 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -14966797.000000 Penalty: 1158.644409
	Iteration 414Q: 3 clusters Score -1.49668e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237857 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -14966841.000000 Penalty: 1158.644409
	Iteration 415Q: 3 clusters Score -1.496684e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238195 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -14966878.000000 Penalty: 1158.644409
	Iteration 416Q: 3 clusters Score -1.496688e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238536 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -14966886.000000 Penalty: 1158.644409
	Iteration 417Q: 3 clusters Score -1.496689e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238860 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -14966916.000000 Penalty: 1158.644409
	Iteration 418Q: 3 clusters Score -1.496692e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239157 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -14966922.000000 Penalty: 1158.644409
	Iteration 419Q: 3 clusters Score -1.496692e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239457 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -14966945.000000 Penalty: 1158.644409
	Iteration 420F: 3 clusters Score -1.496694e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239768 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -14966938.000000 Penalty: 1158.644409
	Iteration 421Q: 3 clusters Score -1.496694e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240062 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -14966947.000000 Penalty: 1158.644409
	Iteration 422Q: 3 clusters Score -1.496695e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240362 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -14966921.000000 Penalty: 1158.644409
	Iteration 423Q: 3 clusters Score -1.496692e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240677 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -14966856.000000 Penalty: 1158.644409
	Iteration 424Q: 3 clusters Score -1.496686e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241018 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -14966847.000000 Penalty: 1158.644409
	Iteration 425Q: 3 clusters Score -1.496685e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241371 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -14966827.000000 Penalty: 1158.644409
	Iteration 426Q: 3 clusters Score -1.496683e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241723 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -14966839.000000 Penalty: 1158.644409
	Iteration 427Q: 3 clusters Score -1.496684e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242032 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
Score: -14966793.000000 Penalty: 1158.644409
	Iteration 428Q: 3 clusters Score -1.496679e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242376 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -14966776.000000 Penalty: 1158.644409
	Iteration 429Q: 3 clusters Score -1.496678e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242667 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -14966722.000000 Penalty: 1158.644409
	Iteration 430Q: 3 clusters Score -1.496672e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242991 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -14966705.000000 Penalty: 1158.644409
	Iteration 431Q: 3 clusters Score -1.49667e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243317 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -14966708.000000 Penalty: 1158.644409
	Iteration 432Q: 3 clusters Score -1.496671e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243638 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -14966698.000000 Penalty: 1158.644409
	Iteration 433Q: 3 clusters Score -1.49667e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244002 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -14966680.000000 Penalty: 1158.644409
	Iteration 434Q: 3 clusters Score -1.496668e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244355 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -14966647.000000 Penalty: 1158.644409
	Iteration 435Q: 3 clusters Score -1.496665e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244730 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -14966639.000000 Penalty: 1158.644409
	Iteration 436Q: 3 clusters Score -1.496664e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245099 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -14966652.000000 Penalty: 1158.644409
	Iteration 437Q: 3 clusters Score -1.496665e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245475 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -14966646.000000 Penalty: 1158.644409
	Iteration 438Q: 3 clusters Score -1.496665e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245870 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -14966629.000000 Penalty: 1158.644409
	Iteration 439Q: 3 clusters Score -1.496663e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246272 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -14966671.000000 Penalty: 1158.644409
	Iteration 440F: 3 clusters Score -1.496667e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246653 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -14966668.000000 Penalty: 1158.644409
	Iteration 441Q: 3 clusters Score -1.496667e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247035 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -14966717.000000 Penalty: 1158.644409
	Iteration 442Q: 3 clusters Score -1.496672e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247387 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -14966726.000000 Penalty: 1158.644409
	Iteration 443Q: 3 clusters Score -1.496673e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247741 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -14966671.000000 Penalty: 1158.644409
	Iteration 444Q: 3 clusters Score -1.496667e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248091 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -14966656.000000 Penalty: 1158.644409
	Iteration 445Q: 3 clusters Score -1.496666e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248405 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -14966639.000000 Penalty: 1158.644409
	Iteration 446Q: 3 clusters Score -1.496664e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248718 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -14966633.000000 Penalty: 1158.644409
	Iteration 447Q: 3 clusters Score -1.496663e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249034 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -14966632.000000 Penalty: 1158.644409
	Iteration 448Q: 3 clusters Score -1.496663e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249360 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -14966582.000000 Penalty: 1158.644409
	Iteration 449Q: 3 clusters Score -1.496658e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249680 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -14966580.000000 Penalty: 1158.644409
	Iteration 450Q: 3 clusters Score -1.496658e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250007 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -14966622.000000 Penalty: 1158.644409
	Iteration 451Q: 3 clusters Score -1.496662e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250361 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -14966621.000000 Penalty: 1158.644409
	Iteration 452Q: 3 clusters Score -1.496662e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250708 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -14966692.000000 Penalty: 1158.644409
	Iteration 453Q: 3 clusters Score -1.496669e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251056 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -14966686.000000 Penalty: 1158.644409
	Iteration 454Q: 3 clusters Score -1.496669e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251398 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -14966680.000000 Penalty: 1158.644409
	Iteration 455Q: 3 clusters Score -1.496668e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251740 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -14966720.000000 Penalty: 1158.644409
	Iteration 456Q: 3 clusters Score -1.496672e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252048 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -14966733.000000 Penalty: 1158.644409
	Iteration 457Q: 3 clusters Score -1.496673e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252382 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -14966702.000000 Penalty: 1158.644409
	Iteration 458Q: 3 clusters Score -1.49667e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252708 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -14966711.000000 Penalty: 1158.644409
	Iteration 459Q: 3 clusters Score -1.496671e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253015 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -14966654.000000 Penalty: 1158.644409
	Iteration 460F: 3 clusters Score -1.496665e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253304 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -14966658.000000 Penalty: 1158.644409
	Iteration 461Q: 3 clusters Score -1.496666e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253623 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -14966648.000000 Penalty: 1158.644409
	Iteration 462Q: 3 clusters Score -1.496665e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253986 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -14966654.000000 Penalty: 1158.644409
	Iteration 463Q: 3 clusters Score -1.496665e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254359 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -14966718.000000 Penalty: 1158.644409
	Iteration 464Q: 3 clusters Score -1.496672e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254696 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -14966727.000000 Penalty: 1158.644409
	Iteration 465Q: 3 clusters Score -1.496673e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255040 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -14966782.000000 Penalty: 1158.644409
	Iteration 466Q: 3 clusters Score -1.496678e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255400 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -14966794.000000 Penalty: 1158.644409
	Iteration 467Q: 3 clusters Score -1.496679e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255739 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -14966834.000000 Penalty: 1158.644409
	Iteration 468Q: 3 clusters Score -1.496683e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256055 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -14966854.000000 Penalty: 1158.644409
	Iteration 469Q: 3 clusters Score -1.496685e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256405 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -14966881.000000 Penalty: 1158.644409
	Iteration 470Q: 3 clusters Score -1.496688e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256742 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -14966902.000000 Penalty: 1158.644409
	Iteration 471Q: 3 clusters Score -1.49669e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257056 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -14966922.000000 Penalty: 1158.644409
	Iteration 472Q: 3 clusters Score -1.496692e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257350 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -14966913.000000 Penalty: 1158.644409
	Iteration 473Q: 3 clusters Score -1.496691e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257615 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -14966902.000000 Penalty: 1158.644409
	Iteration 474Q: 3 clusters Score -1.49669e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257887 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -14966900.000000 Penalty: 1158.644409
	Iteration 475Q: 3 clusters Score -1.49669e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258220 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -14966931.000000 Penalty: 1158.644409
	Iteration 476Q: 3 clusters Score -1.496693e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258538 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -14967011.000000 Penalty: 1158.644409
	Iteration 477Q: 3 clusters Score -1.496701e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258889 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -14967023.000000 Penalty: 1158.644409
	Iteration 478Q: 3 clusters Score -1.496702e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259223 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -14967065.000000 Penalty: 1158.644409
	Iteration 479Q: 3 clusters Score -1.496706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259570 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -14967112.000000 Penalty: 1158.644409
	Iteration 480F: 3 clusters Score -1.496711e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259936 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -14967073.000000 Penalty: 1158.644409
	Iteration 481Q: 3 clusters Score -1.496707e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260308 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -14967063.000000 Penalty: 1158.644409
	Iteration 482Q: 3 clusters Score -1.496706e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260705 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -14967100.000000 Penalty: 1158.644409
	Iteration 483Q: 3 clusters Score -1.49671e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261096 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -14967151.000000 Penalty: 1158.644409
	Iteration 484Q: 3 clusters Score -1.496715e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261522 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -14967137.000000 Penalty: 1158.644409
	Iteration 485Q: 3 clusters Score -1.496714e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261936 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -14967185.000000 Penalty: 1158.644409
	Iteration 486Q: 3 clusters Score -1.496718e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262342 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -14967188.000000 Penalty: 1158.644409
	Iteration 487Q: 3 clusters Score -1.496719e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262744 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -14967171.000000 Penalty: 1158.644409
	Iteration 488Q: 3 clusters Score -1.496717e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263159 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -14967147.000000 Penalty: 1158.644409
	Iteration 489Q: 3 clusters Score -1.496715e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263605 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -14967182.000000 Penalty: 1158.644409
	Iteration 490Q: 3 clusters Score -1.496718e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264074 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -14967241.000000 Penalty: 1158.644409
	Iteration 491Q: 3 clusters Score -1.496724e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264516 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -14967205.000000 Penalty: 1158.644409
	Iteration 492Q: 3 clusters Score -1.49672e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264966 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -14967156.000000 Penalty: 1158.644409
	Iteration 493Q: 3 clusters Score -1.496716e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265446 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -14967199.000000 Penalty: 1158.644409
	Iteration 494Q: 3 clusters Score -1.49672e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265889 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -14967281.000000 Penalty: 1158.644409
	Iteration 495Q: 3 clusters Score -1.496728e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266364 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -14967306.000000 Penalty: 1158.644409
	Iteration 496Q: 3 clusters Score -1.496731e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266852 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -14967370.000000 Penalty: 1158.644409
	Iteration 497Q: 3 clusters Score -1.496737e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267371 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -14967322.000000 Penalty: 1158.644409
	Iteration 498Q: 3 clusters Score -1.496732e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267809 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -14967326.000000 Penalty: 1158.644409
	Iteration 499Q: 3 clusters Score -1.496733e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268284 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -14967279.000000 Penalty: 1158.644409
	Iteration 500F: 3 clusters Score -1.496728e+07 nChanged 477
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 5 (135920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135920 members 
Entering Unmasked Estep 
Score: -5934667.500000 Penalty: 537.801880
	Iteration 0F: 2 clusters Score -5934668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5842512 nChanged 66764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5885742 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5889044 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5894370 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5901682.000000 Penalty: 1075.603760
	Iteration 4F: 3 clusters Score -5901682 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5910729.500000 Penalty: 1075.603760
	Iteration 5F: 3 clusters Score -5910730 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -5919393.500000 Penalty: 1075.603760
	Iteration 6F: 3 clusters Score -5919394 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5925364.500000 Penalty: 1075.603760
	Iteration 7Q: 3 clusters Score -5925364 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5928919.000000 Penalty: 1075.603760
	Iteration 8Q: 3 clusters Score -5928919 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5931296 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5932959 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5934026.000000 Penalty: 1075.603760
	Iteration 11Q: 3 clusters Score -5934026 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5934577.500000 Penalty: 1075.603760
	Iteration 12Q: 3 clusters Score -5934578 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5934846.000000 Penalty: 1075.603760
	Iteration 13Q: 3 clusters Score -5934846 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5934950.500000 Penalty: 1075.603760
	Iteration 14Q: 3 clusters Score -5934950 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5934976.500000 Penalty: 1075.603760
	Iteration 15Q: 3 clusters Score -5934976 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5935005.500000 Penalty: 1075.603760
	Iteration 16Q: 3 clusters Score -5935006 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5935020.500000 Penalty: 1075.603760
	Iteration 17Q: 3 clusters Score -5935020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5935024.500000 Penalty: 1075.603760
	Iteration 18Q: 3 clusters Score -5935024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5935024.000000 Penalty: 1075.603760
	Iteration 19Q: 3 clusters Score -5935024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -5935043.000000 Penalty: 1075.603760
	Iteration 20F: 3 clusters Score -5935043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5935034.500000 Penalty: 1075.603760
	Iteration 21Q: 3 clusters Score -5935034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5935040.500000 Penalty: 1075.603760
	Iteration 22Q: 3 clusters Score -5935040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5935041.500000 Penalty: 1075.603760
	Iteration 23Q: 3 clusters Score -5935042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5935050.000000 Penalty: 1075.603760
	Iteration 24Q: 3 clusters Score -5935050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5935057.000000 Penalty: 1075.603760
	Iteration 25Q: 3 clusters Score -5935057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5935057.500000 Penalty: 1075.603760
	Iteration 26Q: 3 clusters Score -5935058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5935062.000000 Penalty: 1075.603760
	Iteration 27Q: 3 clusters Score -5935062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5935063.500000 Penalty: 1075.603760
	Iteration 28Q: 3 clusters Score -5935064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -5935052.000000 Penalty: 1075.603760
	Iteration 29Q: 3 clusters Score -5935052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5935051.500000 Penalty: 1075.603760
	Iteration 30Q: 3 clusters Score -5935052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5935048.000000 Penalty: 1075.603760
	Iteration 31Q: 3 clusters Score -5935048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -5935049.000000 Penalty: 1075.603760
	Iteration 32Q: 3 clusters Score -5935049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5935053.000000 Penalty: 1075.603760
	Iteration 33Q: 3 clusters Score -5935053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5935045.000000 Penalty: 1075.603760
	Iteration 34Q: 3 clusters Score -5935045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5935043.500000 Penalty: 1075.603760
	Iteration 35Q: 3 clusters Score -5935044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5935046.000000 Penalty: 1075.603760
	Iteration 36Q: 3 clusters Score -5935046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -5935044.500000 Penalty: 1075.603760
	Iteration 37Q: 3 clusters Score -5935044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5935041.000000 Penalty: 1075.603760
	Iteration 38Q: 3 clusters Score -5935041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5935042.500000 Penalty: 1075.603760
	Iteration 39Q: 3 clusters Score -5935042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -5935058.500000 Penalty: 1075.603760
	Iteration 40F: 3 clusters Score -5935058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5935052.500000 Penalty: 1075.603760
	Iteration 41Q: 3 clusters Score -5935052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -5935073.500000 Penalty: 1075.603760
	Iteration 42Q: 3 clusters Score -5935074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5935063.000000 Penalty: 1075.603760
	Iteration 43Q: 3 clusters Score -5935063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5935065.000000 Penalty: 1075.603760
	Iteration 44Q: 3 clusters Score -5935065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5935070.000000 Penalty: 1075.603760
	Iteration 45Q: 3 clusters Score -5935070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -5935070.000000 Penalty: 1075.603760
	Iteration 46Q: 3 clusters Score -5935070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5935068.500000 Penalty: 1075.603760
	Iteration 47Q: 3 clusters Score -5935068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5935064.500000 Penalty: 1075.603760
	Iteration 48Q: 3 clusters Score -5935064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108378 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5935063.000000 Penalty: 1075.603760
	Iteration 49Q: 3 clusters Score -5935063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5935069.500000 Penalty: 1075.603760
	Iteration 50Q: 3 clusters Score -5935070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -5935059.000000 Penalty: 1075.603760
	Iteration 51Q: 3 clusters Score -5935059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5935063.000000 Penalty: 1075.603760
	Iteration 52Q: 3 clusters Score -5935063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -5935062.000000 Penalty: 1075.603760
	Iteration 53Q: 3 clusters Score -5935062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5935060.500000 Penalty: 1075.603760
	Iteration 54Q: 3 clusters Score -5935060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -5935055.000000 Penalty: 1075.603760
	Iteration 55Q: 3 clusters Score -5935055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5935063.000000 Penalty: 1075.603760
	Iteration 56Q: 3 clusters Score -5935063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -5935059.500000 Penalty: 1075.603760
	Iteration 57Q: 3 clusters Score -5935060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5935058.000000 Penalty: 1075.603760
	Iteration 58Q: 3 clusters Score -5935058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5935058.500000 Penalty: 1075.603760
	Iteration 59Q: 3 clusters Score -5935058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5935057.500000 Penalty: 1075.603760
	Iteration 60F: 3 clusters Score -5935058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5935060.500000 Penalty: 1075.603760
	Iteration 61Q: 3 clusters Score -5935060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5935057.000000 Penalty: 1075.603760
	Iteration 62Q: 3 clusters Score -5935057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5935056.000000 Penalty: 1075.603760
	Iteration 63Q: 3 clusters Score -5935056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5935058.000000 Penalty: 1075.603760
	Iteration 64Q: 3 clusters Score -5935058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5935054.500000 Penalty: 1075.603760
	Iteration 65Q: 3 clusters Score -5935054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5935054.000000 Penalty: 1075.603760
	Iteration 66Q: 3 clusters Score -5935054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -5935053.000000 Penalty: 1075.603760
	Iteration 67Q: 3 clusters Score -5935053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5935054.500000 Penalty: 1075.603760
	Iteration 68Q: 3 clusters Score -5935054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -5935050.500000 Penalty: 1075.603760
	Iteration 69Q: 3 clusters Score -5935050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5935052.500000 Penalty: 1075.603760
	Iteration 70Q: 3 clusters Score -5935052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5935051.500000 Penalty: 1075.603760
	Iteration 71Q: 3 clusters Score -5935052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5935052.500000 Penalty: 1075.603760
	Iteration 72Q: 3 clusters Score -5935052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5935053.000000 Penalty: 1075.603760
	Iteration 73Q: 3 clusters Score -5935053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -5935050.000000 Penalty: 1075.603760
	Iteration 74Q: 3 clusters Score -5935050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5935049.000000 Penalty: 1075.603760
	Iteration 75Q: 3 clusters Score -5935049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5935047.500000 Penalty: 1075.603760
	Iteration 76Q: 3 clusters Score -5935048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5935047.500000 Penalty: 1075.603760
	Iteration 77F: 3 clusters Score -5935048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39946 members 
Mstep: Class 3 contains 109083 members 
Mstep: Class 4 contains 338526 members 
Mstep: Class 5 contains 108755 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 299301 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66237 members 
Mstep: Class 13 contains 16154 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 8347 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 19437 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 27117 members 
Mstep: Class 25 contains 19474 members 
Entering Unmasked Estep 
Score: -46930300.000000 Penalty: 15839.890625
Splitting cluster 5 changes total score from -46929944.000000 to -46930300.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5941.009277 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5941.009 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 86 members 
Entering Unmasked Estep 
Score: -5671.356934 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5671.357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5828.291992 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5828.292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5881.853027 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5881.853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5893.179199 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -5893.179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5896.102051 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -5896.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5896.102051 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -5896.102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -166038.593750 Penalty: 374.793274
	Iteration 0F: 2 clusters Score -166038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -163441.765625 Penalty: 749.586548
	Iteration 0F: 3 clusters Score -163441.8 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -164385.390625 Penalty: 749.586548
	Iteration 1F: 3 clusters Score -164385.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -164500.593750 Penalty: 749.586548
	Iteration 2F: 3 clusters Score -164500.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -164623.437500 Penalty: 749.586548
	Iteration 3F: 3 clusters Score -164623.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -164793.796875 Penalty: 749.586548
	Iteration 4F: 3 clusters Score -164793.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -164970.031250 Penalty: 749.586548
	Iteration 5F: 3 clusters Score -164970 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -165154.328125 Penalty: 749.586548
	Iteration 6F: 3 clusters Score -165154.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -165311.062500 Penalty: 749.586548
	Iteration 7F: 3 clusters Score -165311.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -165394.562500 Penalty: 749.586548
	Iteration 8Q: 3 clusters Score -165394.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -165440.250000 Penalty: 749.586548
	Iteration 9Q: 3 clusters Score -165440.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -165472.484375 Penalty: 749.586548
	Iteration 10Q: 3 clusters Score -165472.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -165511.375000 Penalty: 749.586548
	Iteration 11Q: 3 clusters Score -165511.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -165557.015625 Penalty: 749.586548
	Iteration 12Q: 3 clusters Score -165557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -165608.218750 Penalty: 749.586548
	Iteration 13Q: 3 clusters Score -165608.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -165642.296875 Penalty: 749.586548
	Iteration 14Q: 3 clusters Score -165642.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -165670.796875 Penalty: 749.586548
	Iteration 15Q: 3 clusters Score -165670.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -165689.203125 Penalty: 749.586548
	Iteration 16Q: 3 clusters Score -165689.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -165699.437500 Penalty: 749.586548
	Iteration 17Q: 3 clusters Score -165699.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -165712.656250 Penalty: 749.586548
	Iteration 18Q: 3 clusters Score -165712.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -165725.546875 Penalty: 749.586548
	Iteration 19Q: 3 clusters Score -165725.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -165740.109375 Penalty: 749.586548
	Iteration 20F: 3 clusters Score -165740.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -165754.031250 Penalty: 749.586548
	Iteration 21Q: 3 clusters Score -165754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -165761.843750 Penalty: 749.586548
	Iteration 22Q: 3 clusters Score -165761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -165768.109375 Penalty: 749.586548
	Iteration 23Q: 3 clusters Score -165768.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -165772.187500 Penalty: 749.586548
	Iteration 24Q: 3 clusters Score -165772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -165776.531250 Penalty: 749.586548
	Iteration 25Q: 3 clusters Score -165776.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -165781.671875 Penalty: 749.586548
	Iteration 26Q: 3 clusters Score -165781.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -165787.265625 Penalty: 749.586548
	Iteration 27Q: 3 clusters Score -165787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -165791.937500 Penalty: 749.586548
	Iteration 28Q: 3 clusters Score -165791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -165793.781250 Penalty: 749.586548
	Iteration 29Q: 3 clusters Score -165793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -165796.234375 Penalty: 749.586548
	Iteration 30Q: 3 clusters Score -165796.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -165800.453125 Penalty: 749.586548
	Iteration 31Q: 3 clusters Score -165800.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -165802.687500 Penalty: 749.586548
	Iteration 32Q: 3 clusters Score -165802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -165805.421875 Penalty: 749.586548
	Iteration 33Q: 3 clusters Score -165805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -165807.921875 Penalty: 749.586548
	Iteration 34Q: 3 clusters Score -165807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -165809.656250 Penalty: 749.586548
	Iteration 35Q: 3 clusters Score -165809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -165810.640625 Penalty: 749.586548
	Iteration 36Q: 3 clusters Score -165810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -165811.500000 Penalty: 749.586548
	Iteration 37Q: 3 clusters Score -165811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -165811.968750 Penalty: 749.586548
	Iteration 38Q: 3 clusters Score -165812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -165812.703125 Penalty: 749.586548
	Iteration 39Q: 3 clusters Score -165812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -165813.062500 Penalty: 749.586548
	Iteration 40F: 3 clusters Score -165813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -165813.171875 Penalty: 749.586548
	Iteration 41Q: 3 clusters Score -165813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -165812.843750 Penalty: 749.586548
	Iteration 42Q: 3 clusters Score -165812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -165813.265625 Penalty: 749.586548
	Iteration 43Q: 3 clusters Score -165813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -165813.359375 Penalty: 749.586548
	Iteration 44Q: 3 clusters Score -165813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -165813.359375 Penalty: 749.586548
	Iteration 45F: 3 clusters Score -165813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -510146.062500 Penalty: 425.670349
	Iteration 0F: 2 clusters Score -510146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -502455.031250 Penalty: 851.340698
	Iteration 0F: 3 clusters Score -502455 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -505802.750000 Penalty: 851.340698
	Iteration 1F: 3 clusters Score -505802.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -506262.468750 Penalty: 851.340698
	Iteration 2F: 3 clusters Score -506262.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -506937.968750 Penalty: 851.340698
	Iteration 3F: 3 clusters Score -506938 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -507833.250000 Penalty: 851.340698
	Iteration 4F: 3 clusters Score -507833.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -508683.531250 Penalty: 851.340698
	Iteration 5F: 3 clusters Score -508683.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -509206.125000 Penalty: 851.340698
	Iteration 6Q: 3 clusters Score -509206.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -509451.406250 Penalty: 851.340698
	Iteration 7Q: 3 clusters Score -509451.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -509574.343750 Penalty: 851.340698
	Iteration 8Q: 3 clusters Score -509574.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -509646.750000 Penalty: 851.340698
	Iteration 9Q: 3 clusters Score -509646.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -509694.468750 Penalty: 851.340698
	Iteration 10Q: 3 clusters Score -509694.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -509723.593750 Penalty: 851.340698
	Iteration 11Q: 3 clusters Score -509723.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -509740.187500 Penalty: 851.340698
	Iteration 12Q: 3 clusters Score -509740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -509754.156250 Penalty: 851.340698
	Iteration 13Q: 3 clusters Score -509754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -509762.125000 Penalty: 851.340698
	Iteration 14Q: 3 clusters Score -509762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -509769.562500 Penalty: 851.340698
	Iteration 15Q: 3 clusters Score -509769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -509771.718750 Penalty: 851.340698
	Iteration 16Q: 3 clusters Score -509771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -509774.437500 Penalty: 851.340698
	Iteration 17Q: 3 clusters Score -509774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -509777.593750 Penalty: 851.340698
	Iteration 18Q: 3 clusters Score -509777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -509777.375000 Penalty: 851.340698
	Iteration 19Q: 3 clusters Score -509777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -509778.375000 Penalty: 851.340698
	Iteration 20F: 3 clusters Score -509778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -509778.875000 Penalty: 851.340698
	Iteration 21Q: 3 clusters Score -509778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -509779.718750 Penalty: 851.340698
	Iteration 22Q: 3 clusters Score -509779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -509780.093750 Penalty: 851.340698
	Iteration 23Q: 3 clusters Score -509780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -509780.031250 Penalty: 851.340698
	Iteration 24Q: 3 clusters Score -509780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -509779.531250 Penalty: 851.340698
	Iteration 25Q: 3 clusters Score -509779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -509779.531250 Penalty: 851.340698
	Iteration 26F: 3 clusters Score -509779.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -213363.828125 Penalty: 386.724365
	Iteration 0F: 2 clusters Score -213363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -210054.046875 Penalty: 773.448730
	Iteration 0F: 3 clusters Score -210054 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -211306.468750 Penalty: 773.448730
	Iteration 1F: 3 clusters Score -211306.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -211494.687500 Penalty: 773.448730
	Iteration 2F: 3 clusters Score -211494.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -211732.453125 Penalty: 773.448730
	Iteration 3F: 3 clusters Score -211732.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -211996.234375 Penalty: 773.448730
	Iteration 4F: 3 clusters Score -211996.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -212224.312500 Penalty: 773.448730
	Iteration 5F: 3 clusters Score -212224.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -212432.390625 Penalty: 773.448730
	Iteration 6F: 3 clusters Score -212432.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -212562.078125 Penalty: 773.448730
	Iteration 7Q: 3 clusters Score -212562.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -212650.625000 Penalty: 773.448730
	Iteration 8Q: 3 clusters Score -212650.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -212705.000000 Penalty: 773.448730
	Iteration 9Q: 3 clusters Score -212705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -212752.921875 Penalty: 773.448730
	Iteration 10Q: 3 clusters Score -212752.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -212794.125000 Penalty: 773.448730
	Iteration 11Q: 3 clusters Score -212794.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -212838.625000 Penalty: 773.448730
	Iteration 12Q: 3 clusters Score -212838.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -212880.109375 Penalty: 773.448730
	Iteration 13Q: 3 clusters Score -212880.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -212910.015625 Penalty: 773.448730
	Iteration 14Q: 3 clusters Score -212910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -212933.453125 Penalty: 773.448730
	Iteration 15Q: 3 clusters Score -212933.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -212952.390625 Penalty: 773.448730
	Iteration 16Q: 3 clusters Score -212952.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -212965.781250 Penalty: 773.448730
	Iteration 17Q: 3 clusters Score -212965.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -212979.062500 Penalty: 773.448730
	Iteration 18Q: 3 clusters Score -212979.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -212992.046875 Penalty: 773.448730
	Iteration 19Q: 3 clusters Score -212992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -213002.140625 Penalty: 773.448730
	Iteration 20F: 3 clusters Score -213002.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -213009.234375 Penalty: 773.448730
	Iteration 21Q: 3 clusters Score -213009.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -213016.593750 Penalty: 773.448730
	Iteration 22Q: 3 clusters Score -213016.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -213022.484375 Penalty: 773.448730
	Iteration 23Q: 3 clusters Score -213022.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -213030.718750 Penalty: 773.448730
	Iteration 24Q: 3 clusters Score -213030.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -213034.531250 Penalty: 773.448730
	Iteration 25Q: 3 clusters Score -213034.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -213037.234375 Penalty: 773.448730
	Iteration 26Q: 3 clusters Score -213037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -213042.187500 Penalty: 773.448730
	Iteration 27Q: 3 clusters Score -213042.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -213050.828125 Penalty: 773.448730
	Iteration 28Q: 3 clusters Score -213050.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -213055.843750 Penalty: 773.448730
	Iteration 29Q: 3 clusters Score -213055.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -213058.515625 Penalty: 773.448730
	Iteration 30Q: 3 clusters Score -213058.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -213062.312500 Penalty: 773.448730
	Iteration 31Q: 3 clusters Score -213062.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -213067.625000 Penalty: 773.448730
	Iteration 32Q: 3 clusters Score -213067.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -213070.296875 Penalty: 773.448730
	Iteration 33Q: 3 clusters Score -213070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -213071.984375 Penalty: 773.448730
	Iteration 34Q: 3 clusters Score -213072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -213072.796875 Penalty: 773.448730
	Iteration 35Q: 3 clusters Score -213072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -213073.734375 Penalty: 773.448730
	Iteration 36Q: 3 clusters Score -213073.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -213074.109375 Penalty: 773.448730
	Iteration 37Q: 3 clusters Score -213074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -213074.390625 Penalty: 773.448730
	Iteration 38Q: 3 clusters Score -213074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -213074.500000 Penalty: 773.448730
	Iteration 39Q: 3 clusters Score -213074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -213074.656250 Penalty: 773.448730
	Iteration 40F: 3 clusters Score -213074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (299301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299301 members 
Entering Unmasked Estep 
Score: -13315834.000000 Penalty: 573.718811
	Iteration 0F: 2 clusters Score -1.331583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -13115085.000000 Penalty: 1147.437622
	Iteration 0F: 3 clusters Score -1.311508e+07 nChanged 147678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 181255 members 
Entering Unmasked Estep 
Score: -13213683.000000 Penalty: 1147.437622
	Iteration 1F: 3 clusters Score -1.321368e+07 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 198935 members 
Entering Unmasked Estep 
Score: -13224557.000000 Penalty: 1147.437622
	Iteration 2F: 3 clusters Score -1.322456e+07 nChanged 23655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 221804 members 
Entering Unmasked Estep 
Score: -13242106.000000 Penalty: 1147.437622
	Iteration 3F: 3 clusters Score -1.324211e+07 nChanged 26182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 247766 members 
Entering Unmasked Estep 
Score: -13265632.000000 Penalty: 1147.437622
	Iteration 4F: 3 clusters Score -1.326563e+07 nChanged 23513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 271227 members 
Entering Unmasked Estep 
Score: -13289192.000000 Penalty: 1147.437622
	Iteration 5F: 3 clusters Score -1.328919e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 287138 members 
Entering Unmasked Estep 
Score: -13305230.000000 Penalty: 1147.437622
	Iteration 6F: 3 clusters Score -1.330523e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 294933 members 
Entering Unmasked Estep 
Score: -13311983.000000 Penalty: 1147.437622
	Iteration 7Q: 3 clusters Score -1.331198e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 297975 members 
Entering Unmasked Estep 
Score: -13314318.000000 Penalty: 1147.437622
	Iteration 8Q: 3 clusters Score -1.331432e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 298938 members 
Entering Unmasked Estep 
Score: -13315014.000000 Penalty: 1147.437622
	Iteration 9Q: 3 clusters Score -1.331501e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 299168 members 
Entering Unmasked Estep 
Score: -13315235.000000 Penalty: 1147.437622
	Iteration 10Q: 3 clusters Score -1.331524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 299221 members 
Entering Unmasked Estep 
Score: -13315276.000000 Penalty: 1147.437622
	Iteration 11Q: 3 clusters Score -1.331528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 299233 members 
Entering Unmasked Estep 
Score: -13315298.000000 Penalty: 1147.437622
	Iteration 12Q: 3 clusters Score -1.33153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 299239 members 
Entering Unmasked Estep 
Score: -13315302.000000 Penalty: 1147.437622
	Iteration 13Q: 3 clusters Score -1.33153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 299241 members 
Entering Unmasked Estep 
Score: -13315318.000000 Penalty: 1147.437622
	Iteration 14Q: 3 clusters Score -1.331532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 299239 members 
Entering Unmasked Estep 
Score: -13315323.000000 Penalty: 1147.437622
	Iteration 15Q: 3 clusters Score -1.331532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 299239 members 
Entering Unmasked Estep 
Score: -13315337.000000 Penalty: 1147.437622
	Iteration 16Q: 3 clusters Score -1.331534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 299238 members 
Entering Unmasked Estep 
Score: -13315335.000000 Penalty: 1147.437622
	Iteration 17Q: 3 clusters Score -1.331534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 299236 members 
Entering Unmasked Estep 
Score: -13315337.000000 Penalty: 1147.437622
	Iteration 18Q: 3 clusters Score -1.331534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 299231 members 
Entering Unmasked Estep 
Score: -13315344.000000 Penalty: 1147.437622
	Iteration 19Q: 3 clusters Score -1.331534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 299230 members 
Entering Unmasked Estep 
Score: -13315343.000000 Penalty: 1147.437622
	Iteration 20F: 3 clusters Score -1.331534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 299229 members 
Entering Unmasked Estep 
Score: -13315341.000000 Penalty: 1147.437622
	Iteration 21Q: 3 clusters Score -1.331534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 299230 members 
Entering Unmasked Estep 
Score: -13315347.000000 Penalty: 1147.437622
	Iteration 22Q: 3 clusters Score -1.331535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 299231 members 
Entering Unmasked Estep 
Score: -13315349.000000 Penalty: 1147.437622
	Iteration 23Q: 3 clusters Score -1.331535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 299233 members 
Entering Unmasked Estep 
Score: -13315353.000000 Penalty: 1147.437622
	Iteration 24Q: 3 clusters Score -1.331535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 299233 members 
Entering Unmasked Estep 
Score: -13315353.000000 Penalty: 1147.437622
	Iteration 25F: 3 clusters Score -1.331535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -41694.136719 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -41694.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -40774.375000 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -40774.38 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -41055.347656 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -41055.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -41140.964844 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -41140.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41199.597656 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -41199.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -41241.257812 Penalty: 640.049072
	Iteration 4F: 3 clusters Score -41241.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -41269.917969 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -41269.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -41293.171875 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -41293.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -41313.062500 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -41313.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -41327.839844 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -41327.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -41334.972656 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -41334.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -41338.742188 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -41338.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -41340.996094 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -41341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -41342.371094 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -41342.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -41344.496094 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -41344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -41348.179688 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -41348.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -41351.367188 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -41351.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -41357.058594 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -41357.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -41362.007812 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -41362.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -41367.378906 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -41367.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -41376.523438 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -41376.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -41385.535156 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -41385.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -41400.718750 Penalty: 640.049072
	Iteration 21Q: 3 clusters Score -41400.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -41409.449219 Penalty: 640.049072
	Iteration 22Q: 3 clusters Score -41409.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -41420.773438 Penalty: 640.049072
	Iteration 23Q: 3 clusters Score -41420.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -41438.332031 Penalty: 640.049072
	Iteration 24Q: 3 clusters Score -41438.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -41455.910156 Penalty: 640.049072
	Iteration 25Q: 3 clusters Score -41455.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -41472.542969 Penalty: 640.049072
	Iteration 26Q: 3 clusters Score -41472.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -41488.179688 Penalty: 640.049072
	Iteration 27Q: 3 clusters Score -41488.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -41495.542969 Penalty: 640.049072
	Iteration 28Q: 3 clusters Score -41495.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -41502.613281 Penalty: 640.049072
	Iteration 29Q: 3 clusters Score -41502.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -41504.011719 Penalty: 640.049072
	Iteration 30Q: 3 clusters Score -41504.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -41508.300781 Penalty: 640.049072
	Iteration 31Q: 3 clusters Score -41508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -41514.066406 Penalty: 640.049072
	Iteration 32Q: 3 clusters Score -41514.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -41518.300781 Penalty: 640.049072
	Iteration 33Q: 3 clusters Score -41518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -41524.718750 Penalty: 640.049072
	Iteration 34Q: 3 clusters Score -41524.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -41526.773438 Penalty: 640.049072
	Iteration 35Q: 3 clusters Score -41526.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -41527.257812 Penalty: 640.049072
	Iteration 36Q: 3 clusters Score -41527.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -41527.503906 Penalty: 640.049072
	Iteration 37Q: 3 clusters Score -41527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -41528.300781 Penalty: 640.049072
	Iteration 38Q: 3 clusters Score -41528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -41528.789062 Penalty: 640.049072
	Iteration 39Q: 3 clusters Score -41528.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -41529.218750 Penalty: 640.049072
	Iteration 40F: 3 clusters Score -41529.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Entering Unmasked Estep 
Score: -2889851.000000 Penalty: 505.095245
	Iteration 0F: 2 clusters Score -2889851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -2845196.250000 Penalty: 1010.190491
	Iteration 0F: 3 clusters Score -2845196 nChanged 32247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -2864496.000000 Penalty: 1010.190491
	Iteration 1F: 3 clusters Score -2864496 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -2865509.750000 Penalty: 1010.190491
	Iteration 2Q: 3 clusters Score -2865510 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -2866628.750000 Penalty: 1010.190491
	Iteration 3Q: 3 clusters Score -2866629 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -2867976.500000 Penalty: 1010.190491
	Iteration 4Q: 3 clusters Score -2867976 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -2869724.250000 Penalty: 1010.190491
	Iteration 5F: 3 clusters Score -2869724 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -2871554.750000 Penalty: 1010.190491
	Iteration 6F: 3 clusters Score -2871555 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -2873253.500000 Penalty: 1010.190491
	Iteration 7F: 3 clusters Score -2873254 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -2874806.500000 Penalty: 1010.190491
	Iteration 8Q: 3 clusters Score -2874806 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -2876129.000000 Penalty: 1010.190491
	Iteration 9Q: 3 clusters Score -2876129 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -2877458.250000 Penalty: 1010.190491
	Iteration 10Q: 3 clusters Score -2877458 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -2879301.500000 Penalty: 1010.190491
	Iteration 11Q: 3 clusters Score -2879302 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -2881984.500000 Penalty: 1010.190491
	Iteration 12Q: 3 clusters Score -2881984 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -2884818.750000 Penalty: 1010.190491
	Iteration 13Q: 3 clusters Score -2884819 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -2886583.750000 Penalty: 1010.190491
	Iteration 14Q: 3 clusters Score -2886584 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -2887627.500000 Penalty: 1010.190491
	Iteration 15Q: 3 clusters Score -2887628 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -2888194.250000 Penalty: 1010.190491
	Iteration 16Q: 3 clusters Score -2888194 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -2888498.000000 Penalty: 1010.190491
	Iteration 17Q: 3 clusters Score -2888498 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -2888642.250000 Penalty: 1010.190491
	Iteration 18Q: 3 clusters Score -2888642 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -2888727.000000 Penalty: 1010.190491
	Iteration 19Q: 3 clusters Score -2888727 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -2888815.750000 Penalty: 1010.190491
	Iteration 20F: 3 clusters Score -2888816 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -2888853.000000 Penalty: 1010.190491
	Iteration 21Q: 3 clusters Score -2888853 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -2888882.750000 Penalty: 1010.190491
	Iteration 22Q: 3 clusters Score -2888883 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -2888893.750000 Penalty: 1010.190491
	Iteration 23Q: 3 clusters Score -2888894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -2888921.500000 Penalty: 1010.190491
	Iteration 24Q: 3 clusters Score -2888922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -2888958.750000 Penalty: 1010.190491
	Iteration 25Q: 3 clusters Score -2888959 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -2888963.000000 Penalty: 1010.190491
	Iteration 26Q: 3 clusters Score -2888963 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -2888979.500000 Penalty: 1010.190491
	Iteration 27Q: 3 clusters Score -2888980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -2888998.500000 Penalty: 1010.190491
	Iteration 28Q: 3 clusters Score -2888998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -2889003.500000 Penalty: 1010.190491
	Iteration 29Q: 3 clusters Score -2889004 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -2889017.250000 Penalty: 1010.190491
	Iteration 30Q: 3 clusters Score -2889017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -2889023.500000 Penalty: 1010.190491
	Iteration 31Q: 3 clusters Score -2889024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -2889026.000000 Penalty: 1010.190491
	Iteration 32Q: 3 clusters Score -2889026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -2889029.750000 Penalty: 1010.190491
	Iteration 33Q: 3 clusters Score -2889030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -2889036.750000 Penalty: 1010.190491
	Iteration 34Q: 3 clusters Score -2889037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -2889044.250000 Penalty: 1010.190491
	Iteration 35Q: 3 clusters Score -2889044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -2889045.000000 Penalty: 1010.190491
	Iteration 36Q: 3 clusters Score -2889045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -2889049.250000 Penalty: 1010.190491
	Iteration 37Q: 3 clusters Score -2889049 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -2889057.500000 Penalty: 1010.190491
	Iteration 38Q: 3 clusters Score -2889058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -2889073.750000 Penalty: 1010.190491
	Iteration 39Q: 3 clusters Score -2889074 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -2889082.250000 Penalty: 1010.190491
	Iteration 40F: 3 clusters Score -2889082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -2889108.500000 Penalty: 1010.190491
	Iteration 41Q: 3 clusters Score -2889108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -2889115.250000 Penalty: 1010.190491
	Iteration 42Q: 3 clusters Score -2889115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -2889122.750000 Penalty: 1010.190491
	Iteration 43Q: 3 clusters Score -2889123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -2889128.250000 Penalty: 1010.190491
	Iteration 44Q: 3 clusters Score -2889128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -2889131.750000 Penalty: 1010.190491
	Iteration 45Q: 3 clusters Score -2889132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -2889132.500000 Penalty: 1010.190491
	Iteration 46Q: 3 clusters Score -2889132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -2889140.750000 Penalty: 1010.190491
	Iteration 47Q: 3 clusters Score -2889141 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -2889150.750000 Penalty: 1010.190491
	Iteration 48Q: 3 clusters Score -2889151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -2889147.250000 Penalty: 1010.190491
	Iteration 49Q: 3 clusters Score -2889147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -2889158.000000 Penalty: 1010.190491
	Iteration 50Q: 3 clusters Score -2889158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -2889154.000000 Penalty: 1010.190491
	Iteration 51Q: 3 clusters Score -2889154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -2889157.750000 Penalty: 1010.190491
	Iteration 52Q: 3 clusters Score -2889158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -2889160.750000 Penalty: 1010.190491
	Iteration 53Q: 3 clusters Score -2889161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -2889168.500000 Penalty: 1010.190491
	Iteration 54Q: 3 clusters Score -2889168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -2889170.500000 Penalty: 1010.190491
	Iteration 55Q: 3 clusters Score -2889170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -2889166.750000 Penalty: 1010.190491
	Iteration 56Q: 3 clusters Score -2889167 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -2889183.750000 Penalty: 1010.190491
	Iteration 57Q: 3 clusters Score -2889184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -2889178.500000 Penalty: 1010.190491
	Iteration 58Q: 3 clusters Score -2889178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -2889174.500000 Penalty: 1010.190491
	Iteration 59Q: 3 clusters Score -2889174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -2889182.500000 Penalty: 1010.190491
	Iteration 60F: 3 clusters Score -2889182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -2889186.250000 Penalty: 1010.190491
	Iteration 61Q: 3 clusters Score -2889186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -2889191.000000 Penalty: 1010.190491
	Iteration 62Q: 3 clusters Score -2889191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -2889190.250000 Penalty: 1010.190491
	Iteration 63Q: 3 clusters Score -2889190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -2889186.750000 Penalty: 1010.190491
	Iteration 64Q: 3 clusters Score -2889187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -2889192.250000 Penalty: 1010.190491
	Iteration 65Q: 3 clusters Score -2889192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -2889190.500000 Penalty: 1010.190491
	Iteration 66Q: 3 clusters Score -2889190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -2889193.500000 Penalty: 1010.190491
	Iteration 67Q: 3 clusters Score -2889194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -2889191.000000 Penalty: 1010.190491
	Iteration 68Q: 3 clusters Score -2889191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -2889193.000000 Penalty: 1010.190491
	Iteration 69Q: 3 clusters Score -2889193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -2889202.500000 Penalty: 1010.190491
	Iteration 70Q: 3 clusters Score -2889202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -2889208.500000 Penalty: 1010.190491
	Iteration 71Q: 3 clusters Score -2889208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -2889208.000000 Penalty: 1010.190491
	Iteration 72Q: 3 clusters Score -2889208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -2889206.500000 Penalty: 1010.190491
	Iteration 73Q: 3 clusters Score -2889206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -2889212.250000 Penalty: 1010.190491
	Iteration 74Q: 3 clusters Score -2889212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -2889212.750000 Penalty: 1010.190491
	Iteration 75Q: 3 clusters Score -2889213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -2889213.000000 Penalty: 1010.190491
	Iteration 76Q: 3 clusters Score -2889213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -2889211.250000 Penalty: 1010.190491
	Iteration 77Q: 3 clusters Score -2889211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -2889210.500000 Penalty: 1010.190491
	Iteration 78Q: 3 clusters Score -2889210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -2889212.750000 Penalty: 1010.190491
	Iteration 79Q: 3 clusters Score -2889213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -2889208.500000 Penalty: 1010.190491
	Iteration 80F: 3 clusters Score -2889208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -2889202.250000 Penalty: 1010.190491
	Iteration 81Q: 3 clusters Score -2889202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -2889204.250000 Penalty: 1010.190491
	Iteration 82Q: 3 clusters Score -2889204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -2889198.500000 Penalty: 1010.190491
	Iteration 83Q: 3 clusters Score -2889198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -2889198.250000 Penalty: 1010.190491
	Iteration 84Q: 3 clusters Score -2889198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -2889193.750000 Penalty: 1010.190491
	Iteration 85Q: 3 clusters Score -2889194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -2889191.000000 Penalty: 1010.190491
	Iteration 86Q: 3 clusters Score -2889191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -2889191.000000 Penalty: 1010.190491
	Iteration 87Q: 3 clusters Score -2889191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -2889192.000000 Penalty: 1010.190491
	Iteration 88Q: 3 clusters Score -2889192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -2889186.000000 Penalty: 1010.190491
	Iteration 89Q: 3 clusters Score -2889186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -2889186.000000 Penalty: 1010.190491
	Iteration 90Q: 3 clusters Score -2889186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -2889183.000000 Penalty: 1010.190491
	Iteration 91Q: 3 clusters Score -2889183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -2889193.000000 Penalty: 1010.190491
	Iteration 92Q: 3 clusters Score -2889193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -2889195.250000 Penalty: 1010.190491
	Iteration 93Q: 3 clusters Score -2889195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -2889198.750000 Penalty: 1010.190491
	Iteration 94Q: 3 clusters Score -2889199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -2889191.250000 Penalty: 1010.190491
	Iteration 95Q: 3 clusters Score -2889191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -2889192.500000 Penalty: 1010.190491
	Iteration 96Q: 3 clusters Score -2889192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -2889189.000000 Penalty: 1010.190491
	Iteration 97Q: 3 clusters Score -2889189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -2889189.750000 Penalty: 1010.190491
	Iteration 98Q: 3 clusters Score -2889190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -2889188.500000 Penalty: 1010.190491
	Iteration 99Q: 3 clusters Score -2889188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -2889192.250000 Penalty: 1010.190491
	Iteration 100F: 3 clusters Score -2889192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -2889191.250000 Penalty: 1010.190491
	Iteration 101Q: 3 clusters Score -2889191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -2889195.500000 Penalty: 1010.190491
	Iteration 102Q: 3 clusters Score -2889196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -2889199.250000 Penalty: 1010.190491
	Iteration 103Q: 3 clusters Score -2889199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -2889199.500000 Penalty: 1010.190491
	Iteration 104Q: 3 clusters Score -2889200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -2889195.250000 Penalty: 1010.190491
	Iteration 105Q: 3 clusters Score -2889195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -2889198.250000 Penalty: 1010.190491
	Iteration 106Q: 3 clusters Score -2889198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -2889202.750000 Penalty: 1010.190491
	Iteration 107Q: 3 clusters Score -2889203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -2889203.500000 Penalty: 1010.190491
	Iteration 108Q: 3 clusters Score -2889204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -2889204.000000 Penalty: 1010.190491
	Iteration 109Q: 3 clusters Score -2889204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -2889205.750000 Penalty: 1010.190491
	Iteration 110Q: 3 clusters Score -2889206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -2889204.750000 Penalty: 1010.190491
	Iteration 111Q: 3 clusters Score -2889205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -2889203.750000 Penalty: 1010.190491
	Iteration 112Q: 3 clusters Score -2889204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -2889204.000000 Penalty: 1010.190491
	Iteration 113Q: 3 clusters Score -2889204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -2889202.000000 Penalty: 1010.190491
	Iteration 114Q: 3 clusters Score -2889202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -2889204.000000 Penalty: 1010.190491
	Iteration 115Q: 3 clusters Score -2889204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -2889204.000000 Penalty: 1010.190491
	Iteration 116F: 3 clusters Score -2889204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -754274.625000 Penalty: 440.891510
	Iteration 0F: 2 clusters Score -754274.6 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 8174 members 
Entering Unmasked Estep 
Score: -743571.062500 Penalty: 881.783020
	Iteration 0F: 3 clusters Score -743571.1 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -747867.187500 Penalty: 881.783020
	Iteration 1F: 3 clusters Score -747867.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -748225.375000 Penalty: 881.783020
	Iteration 2F: 3 clusters Score -748225.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -748853.937500 Penalty: 881.783020
	Iteration 3F: 3 clusters Score -748853.9 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -749857.250000 Penalty: 881.783020
	Iteration 4F: 3 clusters Score -749857.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -751255.062500 Penalty: 881.783020
	Iteration 5F: 3 clusters Score -751255.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -752427.250000 Penalty: 881.783020
	Iteration 6F: 3 clusters Score -752427.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -753163.687500 Penalty: 881.783020
	Iteration 7Q: 3 clusters Score -753163.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -753535.500000 Penalty: 881.783020
	Iteration 8Q: 3 clusters Score -753535.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -753704.937500 Penalty: 881.783020
	Iteration 9Q: 3 clusters Score -753704.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -753791.437500 Penalty: 881.783020
	Iteration 10Q: 3 clusters Score -753791.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -753835.125000 Penalty: 881.783020
	Iteration 11Q: 3 clusters Score -753835.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -753860.187500 Penalty: 881.783020
	Iteration 12Q: 3 clusters Score -753860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -753872.562500 Penalty: 881.783020
	Iteration 13Q: 3 clusters Score -753872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -753879.062500 Penalty: 881.783020
	Iteration 14Q: 3 clusters Score -753879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -753881.500000 Penalty: 881.783020
	Iteration 15Q: 3 clusters Score -753881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -753890.875000 Penalty: 881.783020
	Iteration 16Q: 3 clusters Score -753890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -753891.250000 Penalty: 881.783020
	Iteration 17Q: 3 clusters Score -753891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -753891.250000 Penalty: 881.783020
	Iteration 18F: 3 clusters Score -753891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -19942.121094 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -19942.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19453.599609 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -19453.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19583.300781 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -19583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19606.660156 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -19606.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19619.238281 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -19619.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19624.646484 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -19624.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19625.439453 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -19625.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19626.406250 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -19626.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19627.708984 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -19627.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19627.900391 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -19627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19627.900391 Penalty: 561.434570
	Iteration 9F: 3 clusters Score -19627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -66118.242188 Penalty: 335.517090
	Iteration 0F: 2 clusters Score -66118.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -64933.796875 Penalty: 671.034180
	Iteration 0F: 3 clusters Score -64933.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65361.742188 Penalty: 671.034180
	Iteration 1F: 3 clusters Score -65361.74 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -65451.078125 Penalty: 671.034180
	Iteration 2F: 3 clusters Score -65451.08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65548.234375 Penalty: 671.034180
	Iteration 3F: 3 clusters Score -65548.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65638.359375 Penalty: 671.034180
	Iteration 4F: 3 clusters Score -65638.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65711.382812 Penalty: 671.034180
	Iteration 5Q: 3 clusters Score -65711.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65758.820312 Penalty: 671.034180
	Iteration 6Q: 3 clusters Score -65758.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65785.023438 Penalty: 671.034180
	Iteration 7Q: 3 clusters Score -65785.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -65808.093750 Penalty: 671.034180
	Iteration 8Q: 3 clusters Score -65808.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65825.718750 Penalty: 671.034180
	Iteration 9Q: 3 clusters Score -65825.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65834.835938 Penalty: 671.034180
	Iteration 10Q: 3 clusters Score -65834.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65839.437500 Penalty: 671.034180
	Iteration 11Q: 3 clusters Score -65839.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65842.289062 Penalty: 671.034180
	Iteration 12Q: 3 clusters Score -65842.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65846.125000 Penalty: 671.034180
	Iteration 13Q: 3 clusters Score -65846.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65852.367188 Penalty: 671.034180
	Iteration 14Q: 3 clusters Score -65852.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -65858.109375 Penalty: 671.034180
	Iteration 15Q: 3 clusters Score -65858.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65864.156250 Penalty: 671.034180
	Iteration 16Q: 3 clusters Score -65864.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -65864.820312 Penalty: 671.034180
	Iteration 17Q: 3 clusters Score -65864.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -65865.617188 Penalty: 671.034180
	Iteration 18Q: 3 clusters Score -65865.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -65866.515625 Penalty: 671.034180
	Iteration 19Q: 3 clusters Score -65866.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -65866.968750 Penalty: 671.034180
	Iteration 20F: 3 clusters Score -65866.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -65867.164062 Penalty: 671.034180
	Iteration 21Q: 3 clusters Score -65867.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -65867.164062 Penalty: 671.034180
	Iteration 22F: 3 clusters Score -65867.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3477.705322 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3477.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3273.527344 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3273.527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3319.421387 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3319.421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3339.779785 Penalty: 419.070496
	Iteration 2F: 3 clusters Score -3339.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3344.440430 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3344.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3348.483643 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -3348.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3348.483643 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -3348.484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -124247.492188 Penalty: 359.714386
	Iteration 0F: 2 clusters Score -124247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -122359.531250 Penalty: 719.428772
	Iteration 0F: 3 clusters Score -122359.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -122977.679688 Penalty: 719.428772
	Iteration 1F: 3 clusters Score -122977.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -123060.398438 Penalty: 719.428772
	Iteration 2F: 3 clusters Score -123060.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -123128.421875 Penalty: 719.428772
	Iteration 3F: 3 clusters Score -123128.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -123191.367188 Penalty: 719.428772
	Iteration 4Q: 3 clusters Score -123191.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -123257.585938 Penalty: 719.428772
	Iteration 5Q: 3 clusters Score -123257.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -123323.257812 Penalty: 719.428772
	Iteration 6Q: 3 clusters Score -123323.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -123386.062500 Penalty: 719.428772
	Iteration 7Q: 3 clusters Score -123386.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -123465.984375 Penalty: 719.428772
	Iteration 8Q: 3 clusters Score -123466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -123534.929688 Penalty: 719.428772
	Iteration 9Q: 3 clusters Score -123534.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -123570.835938 Penalty: 719.428772
	Iteration 10Q: 3 clusters Score -123570.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -123595.773438 Penalty: 719.428772
	Iteration 11Q: 3 clusters Score -123595.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -123613.781250 Penalty: 719.428772
	Iteration 12Q: 3 clusters Score -123613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -123627.421875 Penalty: 719.428772
	Iteration 13Q: 3 clusters Score -123627.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -123639.554688 Penalty: 719.428772
	Iteration 14Q: 3 clusters Score -123639.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -123653.484375 Penalty: 719.428772
	Iteration 15Q: 3 clusters Score -123653.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -123669.156250 Penalty: 719.428772
	Iteration 16Q: 3 clusters Score -123669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -123677.882812 Penalty: 719.428772
	Iteration 17Q: 3 clusters Score -123677.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -123687.843750 Penalty: 719.428772
	Iteration 18Q: 3 clusters Score -123687.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -123697.296875 Penalty: 719.428772
	Iteration 19Q: 3 clusters Score -123697.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -123704.406250 Penalty: 719.428772
	Iteration 20F: 3 clusters Score -123704.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -123712.070312 Penalty: 719.428772
	Iteration 21Q: 3 clusters Score -123712.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -123725.367188 Penalty: 719.428772
	Iteration 22Q: 3 clusters Score -123725.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -123739.359375 Penalty: 719.428772
	Iteration 23Q: 3 clusters Score -123739.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -123747.992188 Penalty: 719.428772
	Iteration 24Q: 3 clusters Score -123748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -123755.828125 Penalty: 719.428772
	Iteration 25Q: 3 clusters Score -123755.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -123760.757812 Penalty: 719.428772
	Iteration 26Q: 3 clusters Score -123760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -123764.085938 Penalty: 719.428772
	Iteration 27Q: 3 clusters Score -123764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -123767.390625 Penalty: 719.428772
	Iteration 28Q: 3 clusters Score -123767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -123770.515625 Penalty: 719.428772
	Iteration 29Q: 3 clusters Score -123770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -123772.460938 Penalty: 719.428772
	Iteration 30Q: 3 clusters Score -123772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -123773.976562 Penalty: 719.428772
	Iteration 31Q: 3 clusters Score -123774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -123776.585938 Penalty: 719.428772
	Iteration 32Q: 3 clusters Score -123776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -123779.101562 Penalty: 719.428772
	Iteration 33Q: 3 clusters Score -123779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -123781.484375 Penalty: 719.428772
	Iteration 34Q: 3 clusters Score -123781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -123784.570312 Penalty: 719.428772
	Iteration 35Q: 3 clusters Score -123784.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -123788.632812 Penalty: 719.428772
	Iteration 36Q: 3 clusters Score -123788.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -123793.453125 Penalty: 719.428772
	Iteration 37Q: 3 clusters Score -123793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -123796.468750 Penalty: 719.428772
	Iteration 38Q: 3 clusters Score -123796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -123798.148438 Penalty: 719.428772
	Iteration 39Q: 3 clusters Score -123798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -123799.593750 Penalty: 719.428772
	Iteration 40F: 3 clusters Score -123799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -123801.398438 Penalty: 719.428772
	Iteration 41Q: 3 clusters Score -123801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -123803.289062 Penalty: 719.428772
	Iteration 42Q: 3 clusters Score -123803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -123805.250000 Penalty: 719.428772
	Iteration 43Q: 3 clusters Score -123805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -123807.687500 Penalty: 719.428772
	Iteration 44Q: 3 clusters Score -123807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -123809.273438 Penalty: 719.428772
	Iteration 45Q: 3 clusters Score -123809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -123810.015625 Penalty: 719.428772
	Iteration 46Q: 3 clusters Score -123810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -123810.851562 Penalty: 719.428772
	Iteration 47Q: 3 clusters Score -123810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -123811.359375 Penalty: 719.428772
	Iteration 48Q: 3 clusters Score -123811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -123811.554688 Penalty: 719.428772
	Iteration 49Q: 3 clusters Score -123811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -123811.757812 Penalty: 719.428772
	Iteration 50Q: 3 clusters Score -123811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -123812.093750 Penalty: 719.428772
	Iteration 51Q: 3 clusters Score -123812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -123812.296875 Penalty: 719.428772
	Iteration 52Q: 3 clusters Score -123812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -123812.359375 Penalty: 719.428772
	Iteration 53Q: 3 clusters Score -123812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -123812.734375 Penalty: 719.428772
	Iteration 54Q: 3 clusters Score -123812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -123813.335938 Penalty: 719.428772
	Iteration 55Q: 3 clusters Score -123813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -123813.437500 Penalty: 719.428772
	Iteration 56Q: 3 clusters Score -123813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -123813.507812 Penalty: 719.428772
	Iteration 57Q: 3 clusters Score -123813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -123813.945312 Penalty: 719.428772
	Iteration 58Q: 3 clusters Score -123813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -123813.921875 Penalty: 719.428772
	Iteration 59Q: 3 clusters Score -123813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -123813.921875 Penalty: 719.428772
	Iteration 60F: 3 clusters Score -123813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -362161.437500 Penalty: 410.849396
	Iteration 0F: 2 clusters Score -362161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -356535.250000 Penalty: 821.698792
	Iteration 0F: 3 clusters Score -356535.2 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -358796.000000 Penalty: 821.698792
	Iteration 1F: 3 clusters Score -358796 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -358991.343750 Penalty: 821.698792
	Iteration 2F: 3 clusters Score -358991.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -359266.125000 Penalty: 821.698792
	Iteration 3F: 3 clusters Score -359266.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -359645.656250 Penalty: 821.698792
	Iteration 4F: 3 clusters Score -359645.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -360126.812500 Penalty: 821.698792
	Iteration 5F: 3 clusters Score -360126.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -360638.718750 Penalty: 821.698792
	Iteration 6F: 3 clusters Score -360638.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -361017.281250 Penalty: 821.698792
	Iteration 7Q: 3 clusters Score -361017.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -361232.593750 Penalty: 821.698792
	Iteration 8Q: 3 clusters Score -361232.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -361378.750000 Penalty: 821.698792
	Iteration 9Q: 3 clusters Score -361378.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -361481.781250 Penalty: 821.698792
	Iteration 10Q: 3 clusters Score -361481.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -361559.468750 Penalty: 821.698792
	Iteration 11Q: 3 clusters Score -361559.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -361626.156250 Penalty: 821.698792
	Iteration 12Q: 3 clusters Score -361626.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -361671.781250 Penalty: 821.698792
	Iteration 13Q: 3 clusters Score -361671.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -361698.718750 Penalty: 821.698792
	Iteration 14Q: 3 clusters Score -361698.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -361719.187500 Penalty: 821.698792
	Iteration 15Q: 3 clusters Score -361719.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -361738.000000 Penalty: 821.698792
	Iteration 16Q: 3 clusters Score -361738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -361756.593750 Penalty: 821.698792
	Iteration 17Q: 3 clusters Score -361756.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -361768.781250 Penalty: 821.698792
	Iteration 18Q: 3 clusters Score -361768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -361777.031250 Penalty: 821.698792
	Iteration 19Q: 3 clusters Score -361777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -361783.093750 Penalty: 821.698792
	Iteration 20F: 3 clusters Score -361783.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -361789.187500 Penalty: 821.698792
	Iteration 21Q: 3 clusters Score -361789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -361791.562500 Penalty: 821.698792
	Iteration 22Q: 3 clusters Score -361791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -361795.312500 Penalty: 821.698792
	Iteration 23Q: 3 clusters Score -361795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -361803.312500 Penalty: 821.698792
	Iteration 24Q: 3 clusters Score -361803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -361811.218750 Penalty: 821.698792
	Iteration 25Q: 3 clusters Score -361811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -361816.125000 Penalty: 821.698792
	Iteration 26Q: 3 clusters Score -361816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -361820.375000 Penalty: 821.698792
	Iteration 27Q: 3 clusters Score -361820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -361824.093750 Penalty: 821.698792
	Iteration 28Q: 3 clusters Score -361824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -361829.593750 Penalty: 821.698792
	Iteration 29Q: 3 clusters Score -361829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -361834.281250 Penalty: 821.698792
	Iteration 30Q: 3 clusters Score -361834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -361835.687500 Penalty: 821.698792
	Iteration 31Q: 3 clusters Score -361835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -361840.031250 Penalty: 821.698792
	Iteration 32Q: 3 clusters Score -361840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -361845.468750 Penalty: 821.698792
	Iteration 33Q: 3 clusters Score -361845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -361848.125000 Penalty: 821.698792
	Iteration 34Q: 3 clusters Score -361848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -361849.531250 Penalty: 821.698792
	Iteration 35Q: 3 clusters Score -361849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -361852.187500 Penalty: 821.698792
	Iteration 36Q: 3 clusters Score -361852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -361853.718750 Penalty: 821.698792
	Iteration 37Q: 3 clusters Score -361853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -361855.593750 Penalty: 821.698792
	Iteration 38Q: 3 clusters Score -361855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -361856.593750 Penalty: 821.698792
	Iteration 39Q: 3 clusters Score -361856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -361858.000000 Penalty: 821.698792
	Iteration 40F: 3 clusters Score -361858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -361861.031250 Penalty: 821.698792
	Iteration 41Q: 3 clusters Score -361861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -361861.968750 Penalty: 821.698792
	Iteration 42Q: 3 clusters Score -361862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -361863.187500 Penalty: 821.698792
	Iteration 43Q: 3 clusters Score -361863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -361863.250000 Penalty: 821.698792
	Iteration 44Q: 3 clusters Score -361863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -361863.250000 Penalty: 821.698792
	Iteration 45F: 3 clusters Score -361863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -176808.921875 Penalty: 377.139771
	Iteration 0F: 2 clusters Score -176808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -174070.171875 Penalty: 754.279541
	Iteration 0F: 3 clusters Score -174070.2 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -175149.843750 Penalty: 754.279541
	Iteration 1F: 3 clusters Score -175149.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -175295.421875 Penalty: 754.279541
	Iteration 2F: 3 clusters Score -175295.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -175432.359375 Penalty: 754.279541
	Iteration 3F: 3 clusters Score -175432.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -175579.062500 Penalty: 754.279541
	Iteration 4F: 3 clusters Score -175579.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -175725.078125 Penalty: 754.279541
	Iteration 5F: 3 clusters Score -175725.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -175838.484375 Penalty: 754.279541
	Iteration 6Q: 3 clusters Score -175838.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -175924.859375 Penalty: 754.279541
	Iteration 7Q: 3 clusters Score -175924.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -175985.906250 Penalty: 754.279541
	Iteration 8Q: 3 clusters Score -175985.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -176043.250000 Penalty: 754.279541
	Iteration 9Q: 3 clusters Score -176043.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -176090.546875 Penalty: 754.279541
	Iteration 10Q: 3 clusters Score -176090.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -176134.859375 Penalty: 754.279541
	Iteration 11Q: 3 clusters Score -176134.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -176166.765625 Penalty: 754.279541
	Iteration 12Q: 3 clusters Score -176166.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -176191.562500 Penalty: 754.279541
	Iteration 13Q: 3 clusters Score -176191.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -176208.562500 Penalty: 754.279541
	Iteration 14Q: 3 clusters Score -176208.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -176222.687500 Penalty: 754.279541
	Iteration 15Q: 3 clusters Score -176222.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -176233.562500 Penalty: 754.279541
	Iteration 16Q: 3 clusters Score -176233.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -176240.656250 Penalty: 754.279541
	Iteration 17Q: 3 clusters Score -176240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -176248.640625 Penalty: 754.279541
	Iteration 18Q: 3 clusters Score -176248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -176258.953125 Penalty: 754.279541
	Iteration 19Q: 3 clusters Score -176259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -176269.609375 Penalty: 754.279541
	Iteration 20F: 3 clusters Score -176269.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176275.296875 Penalty: 754.279541
	Iteration 21Q: 3 clusters Score -176275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -176280.000000 Penalty: 754.279541
	Iteration 22Q: 3 clusters Score -176280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -176282.718750 Penalty: 754.279541
	Iteration 23Q: 3 clusters Score -176282.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176288.453125 Penalty: 754.279541
	Iteration 24Q: 3 clusters Score -176288.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176294.921875 Penalty: 754.279541
	Iteration 25Q: 3 clusters Score -176294.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176298.093750 Penalty: 754.279541
	Iteration 26Q: 3 clusters Score -176298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176301.562500 Penalty: 754.279541
	Iteration 27Q: 3 clusters Score -176301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -176307.796875 Penalty: 754.279541
	Iteration 28Q: 3 clusters Score -176307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176314.093750 Penalty: 754.279541
	Iteration 29Q: 3 clusters Score -176314.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -176319.421875 Penalty: 754.279541
	Iteration 30Q: 3 clusters Score -176319.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176323.921875 Penalty: 754.279541
	Iteration 31Q: 3 clusters Score -176323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -176331.218750 Penalty: 754.279541
	Iteration 32Q: 3 clusters Score -176331.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176337.750000 Penalty: 754.279541
	Iteration 33Q: 3 clusters Score -176337.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176343.843750 Penalty: 754.279541
	Iteration 34Q: 3 clusters Score -176343.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176352.500000 Penalty: 754.279541
	Iteration 35Q: 3 clusters Score -176352.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176358.843750 Penalty: 754.279541
	Iteration 36Q: 3 clusters Score -176358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176365.312500 Penalty: 754.279541
	Iteration 37Q: 3 clusters Score -176365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176376.656250 Penalty: 754.279541
	Iteration 38Q: 3 clusters Score -176376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176383.937500 Penalty: 754.279541
	Iteration 39Q: 3 clusters Score -176383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176394.265625 Penalty: 754.279541
	Iteration 40F: 3 clusters Score -176394.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -176406.484375 Penalty: 754.279541
	Iteration 41Q: 3 clusters Score -176406.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -176412.031250 Penalty: 754.279541
	Iteration 42Q: 3 clusters Score -176412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176416.031250 Penalty: 754.279541
	Iteration 43Q: 3 clusters Score -176416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176416.750000 Penalty: 754.279541
	Iteration 44Q: 3 clusters Score -176416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -176418.843750 Penalty: 754.279541
	Iteration 45Q: 3 clusters Score -176418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -176420.718750 Penalty: 754.279541
	Iteration 46Q: 3 clusters Score -176420.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176424.187500 Penalty: 754.279541
	Iteration 47Q: 3 clusters Score -176424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176425.265625 Penalty: 754.279541
	Iteration 48Q: 3 clusters Score -176425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176427.187500 Penalty: 754.279541
	Iteration 49Q: 3 clusters Score -176427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176428.687500 Penalty: 754.279541
	Iteration 50Q: 3 clusters Score -176428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176431.734375 Penalty: 754.279541
	Iteration 51Q: 3 clusters Score -176431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -176434.390625 Penalty: 754.279541
	Iteration 52Q: 3 clusters Score -176434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -176435.093750 Penalty: 754.279541
	Iteration 53Q: 3 clusters Score -176435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -176436.765625 Penalty: 754.279541
	Iteration 54Q: 3 clusters Score -176436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -176438.140625 Penalty: 754.279541
	Iteration 55Q: 3 clusters Score -176438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176439.828125 Penalty: 754.279541
	Iteration 56Q: 3 clusters Score -176439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -176441.218750 Penalty: 754.279541
	Iteration 57Q: 3 clusters Score -176441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -176443.671875 Penalty: 754.279541
	Iteration 58Q: 3 clusters Score -176443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -176445.968750 Penalty: 754.279541
	Iteration 59Q: 3 clusters Score -176446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -176448.062500 Penalty: 754.279541
	Iteration 60F: 3 clusters Score -176448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -176449.546875 Penalty: 754.279541
	Iteration 61Q: 3 clusters Score -176449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -176451.468750 Penalty: 754.279541
	Iteration 62Q: 3 clusters Score -176451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -176452.015625 Penalty: 754.279541
	Iteration 63Q: 3 clusters Score -176452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -176453.656250 Penalty: 754.279541
	Iteration 64Q: 3 clusters Score -176453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -176455.406250 Penalty: 754.279541
	Iteration 65Q: 3 clusters Score -176455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -176455.859375 Penalty: 754.279541
	Iteration 66Q: 3 clusters Score -176455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -176456.281250 Penalty: 754.279541
	Iteration 67Q: 3 clusters Score -176456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176456.359375 Penalty: 754.279541
	Iteration 68Q: 3 clusters Score -176456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176456.359375 Penalty: 754.279541
	Iteration 69F: 3 clusters Score -176456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -62471.546875 Penalty: 329.742188
	Iteration 0F: 2 clusters Score -62471.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61410.761719 Penalty: 659.484375
	Iteration 0F: 3 clusters Score -61410.76 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -61722.242188 Penalty: 659.484375
	Iteration 1F: 3 clusters Score -61722.24 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -61792.003906 Penalty: 659.484375
	Iteration 2F: 3 clusters Score -61792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -61830.984375 Penalty: 659.484375
	Iteration 3Q: 3 clusters Score -61830.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -61884.234375 Penalty: 659.484375
	Iteration 4Q: 3 clusters Score -61884.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -61949.273438 Penalty: 659.484375
	Iteration 5Q: 3 clusters Score -61949.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -61997.578125 Penalty: 659.484375
	Iteration 6Q: 3 clusters Score -61997.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -62035.015625 Penalty: 659.484375
	Iteration 7Q: 3 clusters Score -62035.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -62069.937500 Penalty: 659.484375
	Iteration 8Q: 3 clusters Score -62069.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -62100.382812 Penalty: 659.484375
	Iteration 9Q: 3 clusters Score -62100.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -62116.625000 Penalty: 659.484375
	Iteration 10Q: 3 clusters Score -62116.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -62131.640625 Penalty: 659.484375
	Iteration 11Q: 3 clusters Score -62131.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -62147.300781 Penalty: 659.484375
	Iteration 12Q: 3 clusters Score -62147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -62158.722656 Penalty: 659.484375
	Iteration 13Q: 3 clusters Score -62158.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -62168.046875 Penalty: 659.484375
	Iteration 14Q: 3 clusters Score -62168.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -62172.617188 Penalty: 659.484375
	Iteration 15Q: 3 clusters Score -62172.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -62178.093750 Penalty: 659.484375
	Iteration 16Q: 3 clusters Score -62178.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -62183.632812 Penalty: 659.484375
	Iteration 17Q: 3 clusters Score -62183.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -62188.425781 Penalty: 659.484375
	Iteration 18Q: 3 clusters Score -62188.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -62191.406250 Penalty: 659.484375
	Iteration 19Q: 3 clusters Score -62191.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -62192.421875 Penalty: 659.484375
	Iteration 20F: 3 clusters Score -62192.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -62194.199219 Penalty: 659.484375
	Iteration 21Q: 3 clusters Score -62194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -62197.148438 Penalty: 659.484375
	Iteration 22Q: 3 clusters Score -62197.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -62201.265625 Penalty: 659.484375
	Iteration 23Q: 3 clusters Score -62201.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -62201.265625 Penalty: 659.484375
	Iteration 24F: 3 clusters Score -62201.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Entering Unmasked Estep 
Score: -832584.312500 Penalty: 449.309509
	Iteration 0F: 2 clusters Score -832584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -819663.750000 Penalty: 898.619019
	Iteration 0F: 3 clusters Score -819663.8 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -825516.062500 Penalty: 898.619019
	Iteration 1F: 3 clusters Score -825516.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -826091.875000 Penalty: 898.619019
	Iteration 2F: 3 clusters Score -826091.9 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -826859.875000 Penalty: 898.619019
	Iteration 3F: 3 clusters Score -826859.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -827848.875000 Penalty: 898.619019
	Iteration 4F: 3 clusters Score -827848.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -828843.625000 Penalty: 898.619019
	Iteration 5F: 3 clusters Score -828843.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -829642.937500 Penalty: 898.619019
	Iteration 6Q: 3 clusters Score -829642.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -830095.625000 Penalty: 898.619019
	Iteration 7Q: 3 clusters Score -830095.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -830372.875000 Penalty: 898.619019
	Iteration 8Q: 3 clusters Score -830372.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -830609.812500 Penalty: 898.619019
	Iteration 9Q: 3 clusters Score -830609.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -830830.812500 Penalty: 898.619019
	Iteration 10Q: 3 clusters Score -830830.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -831041.500000 Penalty: 898.619019
	Iteration 11Q: 3 clusters Score -831041.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -831262.687500 Penalty: 898.619019
	Iteration 12Q: 3 clusters Score -831262.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -831461.000000 Penalty: 898.619019
	Iteration 13Q: 3 clusters Score -831461 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -831650.250000 Penalty: 898.619019
	Iteration 14Q: 3 clusters Score -831650.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -831837.687500 Penalty: 898.619019
	Iteration 15Q: 3 clusters Score -831837.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -832008.875000 Penalty: 898.619019
	Iteration 16Q: 3 clusters Score -832008.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -832135.062500 Penalty: 898.619019
	Iteration 17Q: 3 clusters Score -832135.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -832223.500000 Penalty: 898.619019
	Iteration 18Q: 3 clusters Score -832223.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -832275.000000 Penalty: 898.619019
	Iteration 19Q: 3 clusters Score -832275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -832325.750000 Penalty: 898.619019
	Iteration 20F: 3 clusters Score -832325.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -832355.687500 Penalty: 898.619019
	Iteration 21Q: 3 clusters Score -832355.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -832374.875000 Penalty: 898.619019
	Iteration 22Q: 3 clusters Score -832374.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -832383.625000 Penalty: 898.619019
	Iteration 23Q: 3 clusters Score -832383.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -832393.687500 Penalty: 898.619019
	Iteration 24Q: 3 clusters Score -832393.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -832395.750000 Penalty: 898.619019
	Iteration 25Q: 3 clusters Score -832395.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -832401.062500 Penalty: 898.619019
	Iteration 26Q: 3 clusters Score -832401.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -832405.937500 Penalty: 898.619019
	Iteration 27Q: 3 clusters Score -832405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -832409.562500 Penalty: 898.619019
	Iteration 28Q: 3 clusters Score -832409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -832417.062500 Penalty: 898.619019
	Iteration 29Q: 3 clusters Score -832417.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -832421.875000 Penalty: 898.619019
	Iteration 30Q: 3 clusters Score -832421.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -832427.500000 Penalty: 898.619019
	Iteration 31Q: 3 clusters Score -832427.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -832435.500000 Penalty: 898.619019
	Iteration 32Q: 3 clusters Score -832435.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -832443.000000 Penalty: 898.619019
	Iteration 33Q: 3 clusters Score -832443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -832448.375000 Penalty: 898.619019
	Iteration 34Q: 3 clusters Score -832448.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -832451.125000 Penalty: 898.619019
	Iteration 35Q: 3 clusters Score -832451.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -832453.312500 Penalty: 898.619019
	Iteration 36Q: 3 clusters Score -832453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -832455.812500 Penalty: 898.619019
	Iteration 37Q: 3 clusters Score -832455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -832454.812500 Penalty: 898.619019
	Iteration 38Q: 3 clusters Score -832454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -832454.437500 Penalty: 898.619019
	Iteration 39Q: 3 clusters Score -832454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -832453.625000 Penalty: 898.619019
	Iteration 40F: 3 clusters Score -832453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -832456.812500 Penalty: 898.619019
	Iteration 41Q: 3 clusters Score -832456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -832457.250000 Penalty: 898.619019
	Iteration 42Q: 3 clusters Score -832457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -832458.375000 Penalty: 898.619019
	Iteration 43Q: 3 clusters Score -832458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -832457.375000 Penalty: 898.619019
	Iteration 44Q: 3 clusters Score -832457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -832457.062500 Penalty: 898.619019
	Iteration 45Q: 3 clusters Score -832457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -832457.187500 Penalty: 898.619019
	Iteration 46Q: 3 clusters Score -832457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -832457.187500 Penalty: 898.619019
	Iteration 47F: 3 clusters Score -832457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -109931.554688 Penalty: 357.303680
	Iteration 0F: 2 clusters Score -109931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -108137.117188 Penalty: 714.607361
	Iteration 0F: 3 clusters Score -108137.1 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -108686.976562 Penalty: 714.607361
	Iteration 1F: 3 clusters Score -108687 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -108748.476562 Penalty: 714.607361
	Iteration 2F: 3 clusters Score -108748.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -108810.960938 Penalty: 714.607361
	Iteration 3F: 3 clusters Score -108811 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -108899.476562 Penalty: 714.607361
	Iteration 4F: 3 clusters Score -108899.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -109014.281250 Penalty: 714.607361
	Iteration 5F: 3 clusters Score -109014.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -109170.093750 Penalty: 714.607361
	Iteration 6F: 3 clusters Score -109170.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -109325.195312 Penalty: 714.607361
	Iteration 7F: 3 clusters Score -109325.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -109455.312500 Penalty: 714.607361
	Iteration 8F: 3 clusters Score -109455.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -109530.679688 Penalty: 714.607361
	Iteration 9Q: 3 clusters Score -109530.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -109575.179688 Penalty: 714.607361
	Iteration 10Q: 3 clusters Score -109575.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -109599.492188 Penalty: 714.607361
	Iteration 11Q: 3 clusters Score -109599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -109612.007812 Penalty: 714.607361
	Iteration 12Q: 3 clusters Score -109612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -109615.015625 Penalty: 714.607361
	Iteration 13Q: 3 clusters Score -109615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -109617.687500 Penalty: 714.607361
	Iteration 14Q: 3 clusters Score -109617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -109618.726562 Penalty: 714.607361
	Iteration 15Q: 3 clusters Score -109618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -109618.726562 Penalty: 714.607361
	Iteration 16F: 3 clusters Score -109618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Entering Unmasked Estep 
Score: -1182578.375000 Penalty: 464.460205
	Iteration 0F: 2 clusters Score -1182578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1164494.875000 Penalty: 928.920410
	Iteration 0F: 3 clusters Score -1164495 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1172396.125000 Penalty: 928.920410
	Iteration 1F: 3 clusters Score -1172396 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1173304.125000 Penalty: 928.920410
	Iteration 2F: 3 clusters Score -1173304 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1174572.125000 Penalty: 928.920410
	Iteration 3F: 3 clusters Score -1174572 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1176351.125000 Penalty: 928.920410
	Iteration 4F: 3 clusters Score -1176351 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1178534.000000 Penalty: 928.920410
	Iteration 5F: 3 clusters Score -1178534 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1180410.375000 Penalty: 928.920410
	Iteration 6F: 3 clusters Score -1180410 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1181542.625000 Penalty: 928.920410
	Iteration 7Q: 3 clusters Score -1181543 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1181954.750000 Penalty: 928.920410
	Iteration 8Q: 3 clusters Score -1181955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1182073.125000 Penalty: 928.920410
	Iteration 9Q: 3 clusters Score -1182073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1182115.750000 Penalty: 928.920410
	Iteration 10Q: 3 clusters Score -1182116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1182133.875000 Penalty: 928.920410
	Iteration 11Q: 3 clusters Score -1182134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1182142.000000 Penalty: 928.920410
	Iteration 12Q: 3 clusters Score -1182142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1182148.375000 Penalty: 928.920410
	Iteration 13Q: 3 clusters Score -1182148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1182153.625000 Penalty: 928.920410
	Iteration 14Q: 3 clusters Score -1182154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1182158.750000 Penalty: 928.920410
	Iteration 15Q: 3 clusters Score -1182159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1182162.750000 Penalty: 928.920410
	Iteration 16Q: 3 clusters Score -1182163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1182166.250000 Penalty: 928.920410
	Iteration 17Q: 3 clusters Score -1182166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1182167.375000 Penalty: 928.920410
	Iteration 18Q: 3 clusters Score -1182167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1182168.500000 Penalty: 928.920410
	Iteration 19Q: 3 clusters Score -1182168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1182168.500000 Penalty: 928.920410
	Iteration 20F: 3 clusters Score -1182168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Entering Unmasked Estep 
Score: -849762.125000 Penalty: 449.396027
	Iteration 0F: 2 clusters Score -849762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -836815.312500 Penalty: 898.792053
	Iteration 0F: 3 clusters Score -836815.3 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -842218.437500 Penalty: 898.792053
	Iteration 1F: 3 clusters Score -842218.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -842503.437500 Penalty: 898.792053
	Iteration 2Q: 3 clusters Score -842503.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -842882.250000 Penalty: 898.792053
	Iteration 3Q: 3 clusters Score -842882.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -843442.187500 Penalty: 898.792053
	Iteration 4F: 3 clusters Score -843442.2 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -844367.375000 Penalty: 898.792053
	Iteration 5F: 3 clusters Score -844367.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -845641.312500 Penalty: 898.792053
	Iteration 6F: 3 clusters Score -845641.3 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -846633.937500 Penalty: 898.792053
	Iteration 7F: 3 clusters Score -846633.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -847228.187500 Penalty: 898.792053
	Iteration 8Q: 3 clusters Score -847228.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -847688.500000 Penalty: 898.792053
	Iteration 9Q: 3 clusters Score -847688.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -848159.187500 Penalty: 898.792053
	Iteration 10Q: 3 clusters Score -848159.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -848556.062500 Penalty: 898.792053
	Iteration 11Q: 3 clusters Score -848556.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -848855.062500 Penalty: 898.792053
	Iteration 12Q: 3 clusters Score -848855.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -849061.187500 Penalty: 898.792053
	Iteration 13Q: 3 clusters Score -849061.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -849169.062500 Penalty: 898.792053
	Iteration 14Q: 3 clusters Score -849169.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -849231.812500 Penalty: 898.792053
	Iteration 15Q: 3 clusters Score -849231.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -849269.500000 Penalty: 898.792053
	Iteration 16Q: 3 clusters Score -849269.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -849292.687500 Penalty: 898.792053
	Iteration 17Q: 3 clusters Score -849292.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -849307.937500 Penalty: 898.792053
	Iteration 18Q: 3 clusters Score -849307.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -849319.687500 Penalty: 898.792053
	Iteration 19Q: 3 clusters Score -849319.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -849331.812500 Penalty: 898.792053
	Iteration 20F: 3 clusters Score -849331.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -849340.500000 Penalty: 898.792053
	Iteration 21Q: 3 clusters Score -849340.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -849342.687500 Penalty: 898.792053
	Iteration 22Q: 3 clusters Score -849342.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -849344.250000 Penalty: 898.792053
	Iteration 23Q: 3 clusters Score -849344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -849349.125000 Penalty: 898.792053
	Iteration 24Q: 3 clusters Score -849349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -849347.125000 Penalty: 898.792053
	Iteration 25Q: 3 clusters Score -849347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -849347.625000 Penalty: 898.792053
	Iteration 26Q: 3 clusters Score -849347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -849349.187500 Penalty: 898.792053
	Iteration 27Q: 3 clusters Score -849349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -849347.937500 Penalty: 898.792053
	Iteration 28Q: 3 clusters Score -849347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -849347.562500 Penalty: 898.792053
	Iteration 29Q: 3 clusters Score -849347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -849346.625000 Penalty: 898.792053
	Iteration 30Q: 3 clusters Score -849346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -849347.187500 Penalty: 898.792053
	Iteration 31Q: 3 clusters Score -849347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -849347.187500 Penalty: 898.792053
	Iteration 32F: 3 clusters Score -849347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39946 members 
Mstep: Class 3 contains 109083 members 
Mstep: Class 4 contains 338526 members 
Mstep: Class 5 contains 108755 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 299301 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66237 members 
Mstep: Class 13 contains 16154 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 8347 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 19437 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 27117 members 
Mstep: Class 25 contains 19474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930632.000000 Penalty: 15839.890625
Iteration 239Q: 26 clusters Score -4.693063e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 39961 members 
Mstep: Class 3 contains 109466 members 
Mstep: Class 4 contains 338397 members 
Mstep: Class 5 contains 109345 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 299058 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 65885 members 
Mstep: Class 13 contains 15758 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 27074 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 19434 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 27184 members 
Mstep: Class 25 contains 19564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46930956.000000 Penalty: 15839.890625
Iteration 240F: 26 clusters Score -4.693096e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39905 members 
Mstep: Class 3 contains 109910 members 
Mstep: Class 4 contains 338302 members 
Mstep: Class 5 contains 109828 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 11698 members 
Mstep: Class 9 contains 4948 members 
Mstep: Class 10 contains 298837 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 65480 members 
Mstep: Class 13 contains 15425 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 8365 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 27282 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 19417 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 27033 members 
Mstep: Class 25 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931148.000000 Penalty: 15839.890625
Iteration 241Q: 26 clusters Score -4.693115e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39857 members 
Mstep: Class 3 contains 110391 members 
Mstep: Class 4 contains 338240 members 
Mstep: Class 5 contains 110294 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 11795 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 298576 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 65024 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 27437 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 19396 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 26905 members 
Mstep: Class 25 contains 19780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931536.000000 Penalty: 15839.890625
Iteration 242Q: 26 clusters Score -4.693154e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39815 members 
Mstep: Class 3 contains 110934 members 
Mstep: Class 4 contains 338138 members 
Mstep: Class 5 contains 110753 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 11902 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 298329 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 64526 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 8396 members 
Mstep: Class 19 contains 3865 members 
Mstep: Class 20 contains 27570 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 19371 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 26791 members 
Mstep: Class 25 contains 19885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46931760.000000 Penalty: 15839.890625
Iteration 243Q: 26 clusters Score -4.693176e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 111482 members 
Mstep: Class 4 contains 337998 members 
Mstep: Class 5 contains 111216 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 298118 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63984 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 8409 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 27688 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 19358 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 26699 members 
Mstep: Class 25 contains 19995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932160.000000 Penalty: 15839.890625
Iteration 244Q: 26 clusters Score -4.693216e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39757 members 
Mstep: Class 3 contains 112054 members 
Mstep: Class 4 contains 337849 members 
Mstep: Class 5 contains 111700 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 12107 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 297903 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 63401 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 27795 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 19345 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 26629 members 
Mstep: Class 25 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932460.000000 Penalty: 15839.890625
Iteration 245Q: 26 clusters Score -4.693246e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 112636 members 
Mstep: Class 4 contains 337655 members 
Mstep: Class 5 contains 112186 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 297693 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 62792 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 8425 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 27893 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 19331 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 26566 members 
Mstep: Class 25 contains 20267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46932824.000000 Penalty: 15839.890625
Iteration 246Q: 26 clusters Score -4.693282e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 39673 members 
Mstep: Class 3 contains 113274 members 
Mstep: Class 4 contains 337486 members 
Mstep: Class 5 contains 112665 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 297417 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 62174 members 
Mstep: Class 13 contains 13548 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 8430 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 20 contains 27988 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 19320 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 26505 members 
Mstep: Class 25 contains 20408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46933036.000000 Penalty: 15839.890625
Iteration 247Q: 26 clusters Score -4.693304e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 113931 members 
Mstep: Class 4 contains 337286 members 
Mstep: Class 5 contains 113157 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 12376 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 297175 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 61574 members 
Mstep: Class 13 contains 13235 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 28081 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 19281 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 26442 members 
Mstep: Class 25 contains 20577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46933304.000000 Penalty: 15839.890625
Iteration 248Q: 26 clusters Score -4.69333e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39586 members 
Mstep: Class 3 contains 114592 members 
Mstep: Class 4 contains 337102 members 
Mstep: Class 5 contains 113595 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 296925 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 60984 members 
Mstep: Class 13 contains 12938 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 28203 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 26368 members 
Mstep: Class 25 contains 20751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46933416.000000 Penalty: 15839.890625
Iteration 249Q: 26 clusters Score -4.693342e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39572 members 
Mstep: Class 3 contains 115264 members 
Mstep: Class 4 contains 336882 members 
Mstep: Class 5 contains 114039 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 12457 members 
Mstep: Class 9 contains 5064 members 
Mstep: Class 10 contains 296669 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 12652 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 8450 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 28330 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 19232 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 26288 members 
Mstep: Class 25 contains 20896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46933776.000000 Penalty: 15839.890625
Iteration 250Q: 26 clusters Score -4.693378e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 39577 members 
Mstep: Class 3 contains 115907 members 
Mstep: Class 4 contains 336662 members 
Mstep: Class 5 contains 114450 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3888 members 
Mstep: Class 8 contains 12489 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 296431 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 59887 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 8457 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 28438 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 19216 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 26219 members 
Mstep: Class 25 contains 21063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46934144.000000 Penalty: 15839.890625
Iteration 251Q: 26 clusters Score -4.693414e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39562 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 336436 members 
Mstep: Class 5 contains 114828 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 296211 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 59391 members 
Mstep: Class 13 contains 12164 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 28548 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 19205 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 26158 members 
Mstep: Class 25 contains 21223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46934588.000000 Penalty: 15839.890625
Iteration 252Q: 26 clusters Score -4.693459e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 39540 members 
Mstep: Class 3 contains 117102 members 
Mstep: Class 4 contains 336205 members 
Mstep: Class 5 contains 115160 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 5100 members 
Mstep: Class 10 contains 296042 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 58944 members 
Mstep: Class 13 contains 11948 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 100 members 
Mstep: Class 17 contains 2448 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 28647 members 
Mstep: Class 21 contains 1576 members 
Mstep: Class 22 contains 19206 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 21341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46934844.000000 Penalty: 15839.890625
Iteration 253Q: 26 clusters Score -4.693484e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39516 members 
Mstep: Class 3 contains 117640 members 
Mstep: Class 4 contains 335948 members 
Mstep: Class 5 contains 115450 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 12513 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 295935 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 58542 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 99 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 28743 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 19203 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 26025 members 
Mstep: Class 25 contains 21476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935324.000000 Penalty: 15839.890625
Iteration 254Q: 26 clusters Score -4.693532e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39488 members 
Mstep: Class 3 contains 118188 members 
Mstep: Class 4 contains 335711 members 
Mstep: Class 5 contains 115719 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 295798 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 58131 members 
Mstep: Class 13 contains 11531 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 8498 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 28858 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 19196 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 25950 members 
Mstep: Class 25 contains 21629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935576.000000 Penalty: 15839.890625
Iteration 255Q: 26 clusters Score -4.693558e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39443 members 
Mstep: Class 3 contains 118712 members 
Mstep: Class 4 contains 335472 members 
Mstep: Class 5 contains 115962 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 295665 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 57747 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 8512 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 28968 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 19205 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 25885 members 
Mstep: Class 25 contains 21781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46935724.000000 Penalty: 15839.890625
Iteration 256Q: 26 clusters Score -4.693572e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39404 members 
Mstep: Class 3 contains 119238 members 
Mstep: Class 4 contains 335216 members 
Mstep: Class 5 contains 116221 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 12489 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 295539 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 57368 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 29073 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 19209 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 25811 members 
Mstep: Class 25 contains 21968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46936012.000000 Penalty: 15839.890625
Iteration 257Q: 26 clusters Score -4.693601e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39366 members 
Mstep: Class 3 contains 119757 members 
Mstep: Class 4 contains 334961 members 
Mstep: Class 5 contains 116462 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 12457 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 295403 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 57021 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 29170 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 19206 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 25753 members 
Mstep: Class 25 contains 22160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 26 clusters Score -4.69364e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 120245 members 
Mstep: Class 4 contains 334676 members 
Mstep: Class 5 contains 116715 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 12407 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 295305 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 56685 members 
Mstep: Class 13 contains 10780 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 29287 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 19210 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 25690 members 
Mstep: Class 25 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 26 clusters Score -4.693657e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39331 members 
Mstep: Class 3 contains 120743 members 
Mstep: Class 4 contains 334340 members 
Mstep: Class 5 contains 116962 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 12354 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 295246 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 56354 members 
Mstep: Class 13 contains 10622 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 8576 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 29386 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 25632 members 
Mstep: Class 25 contains 22498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 26 clusters Score -4.693666e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 39327 members 
Mstep: Class 3 contains 121227 members 
Mstep: Class 4 contains 333950 members 
Mstep: Class 5 contains 117202 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 295218 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 56070 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 29490 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 19174 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 22607 members 
Entering Unmasked Estep 
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Iteration 261Q: 26 clusters Score -4.693675e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 121697 members 
Mstep: Class 4 contains 333510 members 
Mstep: Class 5 contains 117449 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 295204 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 55803 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 8589 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 29592 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 19157 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 25527 members 
Mstep: Class 25 contains 22712 members 
Entering Unmasked Estep 
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Iteration 262Q: 26 clusters Score -4.693718e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 122129 members 
Mstep: Class 4 contains 333034 members 
Mstep: Class 5 contains 117693 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 12183 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 295185 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 10230 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 29703 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 19142 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 25477 members 
Mstep: Class 25 contains 22836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937548.000000 Penalty: 15839.890625
Iteration 263Q: 26 clusters Score -4.693755e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 39353 members 
Mstep: Class 3 contains 122583 members 
Mstep: Class 4 contains 332535 members 
Mstep: Class 5 contains 117880 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 12127 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 295180 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 55329 members 
Mstep: Class 13 contains 10129 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 8607 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 29848 members 
Mstep: Class 21 contains 1780 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 25420 members 
Mstep: Class 25 contains 22958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46937708.000000 Penalty: 15839.890625
Iteration 264Q: 26 clusters Score -4.693771e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39355 members 
Mstep: Class 3 contains 123033 members 
Mstep: Class 4 contains 331974 members 
Mstep: Class 5 contains 118083 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 12069 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 295207 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 55133 members 
Mstep: Class 13 contains 10029 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 8617 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 29995 members 
Mstep: Class 21 contains 1795 members 
Mstep: Class 22 contains 19105 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 25353 members 
Mstep: Class 25 contains 23073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938120.000000 Penalty: 15839.890625
Iteration 265Q: 26 clusters Score -4.693812e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 123381 members 
Mstep: Class 4 contains 331444 members 
Mstep: Class 5 contains 118301 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 12002 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 295265 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 54987 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 30145 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 19104 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 25288 members 
Mstep: Class 25 contains 23207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938208.000000 Penalty: 15839.890625
Iteration 266Q: 26 clusters Score -4.693821e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 39315 members 
Mstep: Class 3 contains 123728 members 
Mstep: Class 4 contains 330898 members 
Mstep: Class 5 contains 118470 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 11945 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 295335 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 54849 members 
Mstep: Class 13 contains 9814 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 8637 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 30317 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 19108 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 25218 members 
Mstep: Class 25 contains 23348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938420.000000 Penalty: 15839.890625
Iteration 267Q: 26 clusters Score -4.693842e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39293 members 
Mstep: Class 3 contains 124070 members 
Mstep: Class 4 contains 330453 members 
Mstep: Class 5 contains 118599 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4114 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 295336 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 54688 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 8641 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 30483 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 25143 members 
Mstep: Class 25 contains 23513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938348.000000 Penalty: 15839.890625
Iteration 268Q: 26 clusters Score -4.693835e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 124409 members 
Mstep: Class 4 contains 329968 members 
Mstep: Class 5 contains 118748 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 295300 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 54568 members 
Mstep: Class 13 contains 9605 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 8645 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 30671 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 19149 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 25060 members 
Mstep: Class 25 contains 23678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938452.000000 Penalty: 15839.890625
Iteration 269Q: 26 clusters Score -4.693845e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39234 members 
Mstep: Class 3 contains 124737 members 
Mstep: Class 4 contains 329474 members 
Mstep: Class 5 contains 118922 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4129 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 295308 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 54463 members 
Mstep: Class 13 contains 9464 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1296 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 8646 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 30867 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 19159 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 24977 members 
Mstep: Class 25 contains 23856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938668.000000 Penalty: 15839.890625
Iteration 270Q: 26 clusters Score -4.693867e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39207 members 
Mstep: Class 3 contains 125059 members 
Mstep: Class 4 contains 328990 members 
Mstep: Class 5 contains 119100 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4139 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 295327 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 54399 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 31069 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 19160 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 24885 members 
Mstep: Class 25 contains 24013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938504.000000 Penalty: 15839.890625
Iteration 271Q: 26 clusters Score -4.69385e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39198 members 
Mstep: Class 3 contains 125355 members 
Mstep: Class 4 contains 328547 members 
Mstep: Class 5 contains 119276 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 11646 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 295291 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 54358 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 19154 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 24800 members 
Mstep: Class 25 contains 24160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938544.000000 Penalty: 15839.890625
Iteration 272Q: 26 clusters Score -4.693854e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 125657 members 
Mstep: Class 4 contains 328055 members 
Mstep: Class 5 contains 119461 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 295329 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 54368 members 
Mstep: Class 13 contains 8997 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 8656 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 19140 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 24732 members 
Mstep: Class 25 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938704.000000 Penalty: 15839.890625
Iteration 273Q: 26 clusters Score -4.69387e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39173 members 
Mstep: Class 3 contains 125924 members 
Mstep: Class 4 contains 327513 members 
Mstep: Class 5 contains 119648 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 295427 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 54414 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 31593 members 
Mstep: Class 21 contains 1827 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 24639 members 
Mstep: Class 25 contains 24398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46938916.000000 Penalty: 15839.890625
Iteration 274Q: 26 clusters Score -4.693892e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39157 members 
Mstep: Class 3 contains 126179 members 
Mstep: Class 4 contains 326933 members 
Mstep: Class 5 contains 119861 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 11351 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 295551 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 54473 members 
Mstep: Class 13 contains 8706 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 8664 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 31751 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 19106 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 24552 members 
Mstep: Class 25 contains 24497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939076.000000 Penalty: 15839.890625
Iteration 275Q: 26 clusters Score -4.693908e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 126446 members 
Mstep: Class 4 contains 326358 members 
Mstep: Class 5 contains 120065 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 11273 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 295663 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 54541 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 31897 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 24466 members 
Mstep: Class 25 contains 24580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939328.000000 Penalty: 15839.890625
Iteration 276Q: 26 clusters Score -4.693933e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 3 contains 126705 members 
Mstep: Class 4 contains 325756 members 
Mstep: Class 5 contains 120293 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 295799 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 54621 members 
Mstep: Class 13 contains 8402 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 8684 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 24390 members 
Mstep: Class 25 contains 24639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939544.000000 Penalty: 15839.890625
Iteration 277Q: 26 clusters Score -4.693954e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 127035 members 
Mstep: Class 4 contains 325202 members 
Mstep: Class 5 contains 120508 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 295849 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 54678 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 32147 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 24322 members 
Mstep: Class 25 contains 24697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46939804.000000 Penalty: 15839.890625
Iteration 278Q: 26 clusters Score -4.69398e+07 nChanged 2502
Entering ConstructFrom: 
Score: -46939804.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -95675.429688 Penalty: 348.341827
	Iteration 0F: 2 clusters Score -95675.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -94130.781250 Penalty: 696.683655
	Iteration 0F: 3 clusters Score -94130.78 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -94680.054688 Penalty: 696.683655
	Iteration 1F: 3 clusters Score -94680.05 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -94756.515625 Penalty: 696.683655
	Iteration 2F: 3 clusters Score -94756.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -94809.562500 Penalty: 696.683655
	Iteration 3F: 3 clusters Score -94809.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94848.500000 Penalty: 696.683655
	Iteration 4Q: 3 clusters Score -94848.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -94893.906250 Penalty: 696.683655
	Iteration 5Q: 3 clusters Score -94893.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94957.367188 Penalty: 696.683655
	Iteration 6Q: 3 clusters Score -94957.37 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -95036.281250 Penalty: 696.683655
	Iteration 7Q: 3 clusters Score -95036.28 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -95097.070312 Penalty: 696.683655
	Iteration 8Q: 3 clusters Score -95097.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -95154.406250 Penalty: 696.683655
	Iteration 9Q: 3 clusters Score -95154.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95197.445312 Penalty: 696.683655
	Iteration 10Q: 3 clusters Score -95197.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -95221.843750 Penalty: 696.683655
	Iteration 11Q: 3 clusters Score -95221.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -95241.585938 Penalty: 696.683655
	Iteration 12Q: 3 clusters Score -95241.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -95260.117188 Penalty: 696.683655
	Iteration 13Q: 3 clusters Score -95260.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -95272.835938 Penalty: 696.683655
	Iteration 14Q: 3 clusters Score -95272.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95282.250000 Penalty: 696.683655
	Iteration 15Q: 3 clusters Score -95282.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -95289.992188 Penalty: 696.683655
	Iteration 16Q: 3 clusters Score -95289.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -95296.875000 Penalty: 696.683655
	Iteration 17Q: 3 clusters Score -95296.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -95304.695312 Penalty: 696.683655
	Iteration 18Q: 3 clusters Score -95304.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95310.085938 Penalty: 696.683655
	Iteration 19Q: 3 clusters Score -95310.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -95312.867188 Penalty: 696.683655
	Iteration 20F: 3 clusters Score -95312.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -95314.656250 Penalty: 696.683655
	Iteration 21Q: 3 clusters Score -95314.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95316.046875 Penalty: 696.683655
	Iteration 22Q: 3 clusters Score -95316.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95318.218750 Penalty: 696.683655
	Iteration 23Q: 3 clusters Score -95318.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95320.851562 Penalty: 696.683655
	Iteration 24Q: 3 clusters Score -95320.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95322.406250 Penalty: 696.683655
	Iteration 25Q: 3 clusters Score -95322.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95323.945312 Penalty: 696.683655
	Iteration 26Q: 3 clusters Score -95323.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -95325.335938 Penalty: 696.683655
	Iteration 27Q: 3 clusters Score -95325.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95326.328125 Penalty: 696.683655
	Iteration 28Q: 3 clusters Score -95326.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -95326.765625 Penalty: 696.683655
	Iteration 29Q: 3 clusters Score -95326.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95327.015625 Penalty: 696.683655
	Iteration 30Q: 3 clusters Score -95327.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95327.015625 Penalty: 696.683655
	Iteration 31F: 3 clusters Score -95327.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Entering Unmasked Estep 
Score: -1589197.125000 Penalty: 481.159119
	Iteration 0F: 2 clusters Score -1589197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1562867.500000 Penalty: 962.318237
	Iteration 0F: 3 clusters Score -1562868 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1573972.500000 Penalty: 962.318237
	Iteration 1F: 3 clusters Score -1573972 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -1574645.375000 Penalty: 962.318237
	Iteration 2Q: 3 clusters Score -1574645 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1575571.375000 Penalty: 962.318237
	Iteration 3Q: 3 clusters Score -1575571 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1576823.625000 Penalty: 962.318237
	Iteration 4F: 3 clusters Score -1576824 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -1578349.500000 Penalty: 962.318237
	Iteration 5F: 3 clusters Score -1578350 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1580095.500000 Penalty: 962.318237
	Iteration 6F: 3 clusters Score -1580096 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -1581872.375000 Penalty: 962.318237
	Iteration 7F: 3 clusters Score -1581872 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -1583394.250000 Penalty: 962.318237
	Iteration 8F: 3 clusters Score -1583394 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -1584478.250000 Penalty: 962.318237
	Iteration 9Q: 3 clusters Score -1584478 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1585212.875000 Penalty: 962.318237
	Iteration 10Q: 3 clusters Score -1585213 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -1585817.125000 Penalty: 962.318237
	Iteration 11Q: 3 clusters Score -1585817 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -1586292.250000 Penalty: 962.318237
	Iteration 12Q: 3 clusters Score -1586292 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -1586649.875000 Penalty: 962.318237
	Iteration 13Q: 3 clusters Score -1586650 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1586943.250000 Penalty: 962.318237
	Iteration 14Q: 3 clusters Score -1586943 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -1587230.125000 Penalty: 962.318237
	Iteration 15Q: 3 clusters Score -1587230 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -1587482.125000 Penalty: 962.318237
	Iteration 16Q: 3 clusters Score -1587482 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -1587688.375000 Penalty: 962.318237
	Iteration 17Q: 3 clusters Score -1587688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -1587837.750000 Penalty: 962.318237
	Iteration 18Q: 3 clusters Score -1587838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -1587981.625000 Penalty: 962.318237
	Iteration 19Q: 3 clusters Score -1587982 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -1588114.625000 Penalty: 962.318237
	Iteration 20F: 3 clusters Score -1588115 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -1588246.250000 Penalty: 962.318237
	Iteration 21Q: 3 clusters Score -1588246 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -1588361.875000 Penalty: 962.318237
	Iteration 22Q: 3 clusters Score -1588362 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -1588471.000000 Penalty: 962.318237
	Iteration 23Q: 3 clusters Score -1588471 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -1588568.750000 Penalty: 962.318237
	Iteration 24Q: 3 clusters Score -1588569 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -1588656.125000 Penalty: 962.318237
	Iteration 25Q: 3 clusters Score -1588656 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -1588733.125000 Penalty: 962.318237
	Iteration 26Q: 3 clusters Score -1588733 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -1588792.500000 Penalty: 962.318237
	Iteration 27Q: 3 clusters Score -1588792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -1588845.875000 Penalty: 962.318237
	Iteration 28Q: 3 clusters Score -1588846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -1588879.250000 Penalty: 962.318237
	Iteration 29Q: 3 clusters Score -1588879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -1588904.875000 Penalty: 962.318237
	Iteration 30Q: 3 clusters Score -1588905 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -1588926.875000 Penalty: 962.318237
	Iteration 31Q: 3 clusters Score -1588927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -1588949.000000 Penalty: 962.318237
	Iteration 32Q: 3 clusters Score -1588949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -1588968.125000 Penalty: 962.318237
	Iteration 33Q: 3 clusters Score -1588968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -1588981.750000 Penalty: 962.318237
	Iteration 34Q: 3 clusters Score -1588982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -1588990.750000 Penalty: 962.318237
	Iteration 35Q: 3 clusters Score -1588991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -1589009.875000 Penalty: 962.318237
	Iteration 36Q: 3 clusters Score -1589010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -1589020.750000 Penalty: 962.318237
	Iteration 37Q: 3 clusters Score -1589021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -1589026.000000 Penalty: 962.318237
	Iteration 38Q: 3 clusters Score -1589026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -1589036.000000 Penalty: 962.318237
	Iteration 39Q: 3 clusters Score -1589036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -1589041.625000 Penalty: 962.318237
	Iteration 40F: 3 clusters Score -1589042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -1589052.000000 Penalty: 962.318237
	Iteration 41Q: 3 clusters Score -1589052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -1589059.000000 Penalty: 962.318237
	Iteration 42Q: 3 clusters Score -1589059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -1589069.250000 Penalty: 962.318237
	Iteration 43Q: 3 clusters Score -1589069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -1589071.375000 Penalty: 962.318237
	Iteration 44Q: 3 clusters Score -1589071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -1589072.000000 Penalty: 962.318237
	Iteration 45Q: 3 clusters Score -1589072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -1589077.125000 Penalty: 962.318237
	Iteration 46Q: 3 clusters Score -1589077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -1589078.500000 Penalty: 962.318237
	Iteration 47Q: 3 clusters Score -1589078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -1589083.625000 Penalty: 962.318237
	Iteration 48Q: 3 clusters Score -1589084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -1589090.625000 Penalty: 962.318237
	Iteration 49Q: 3 clusters Score -1589091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -1589093.500000 Penalty: 962.318237
	Iteration 50Q: 3 clusters Score -1589094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -1589094.125000 Penalty: 962.318237
	Iteration 51Q: 3 clusters Score -1589094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -1589093.500000 Penalty: 962.318237
	Iteration 52Q: 3 clusters Score -1589094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -1589094.750000 Penalty: 962.318237
	Iteration 53Q: 3 clusters Score -1589095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -1589097.500000 Penalty: 962.318237
	Iteration 54Q: 3 clusters Score -1589098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -1589100.500000 Penalty: 962.318237
	Iteration 55Q: 3 clusters Score -1589100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -1589101.500000 Penalty: 962.318237
	Iteration 56Q: 3 clusters Score -1589102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -1589102.125000 Penalty: 962.318237
	Iteration 57Q: 3 clusters Score -1589102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -1589105.000000 Penalty: 962.318237
	Iteration 58Q: 3 clusters Score -1589105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -1589107.000000 Penalty: 962.318237
	Iteration 59Q: 3 clusters Score -1589107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -1589106.250000 Penalty: 962.318237
	Iteration 60F: 3 clusters Score -1589106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -1589107.750000 Penalty: 962.318237
	Iteration 61Q: 3 clusters Score -1589108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -1589108.500000 Penalty: 962.318237
	Iteration 62Q: 3 clusters Score -1589108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -1589107.125000 Penalty: 962.318237
	Iteration 63Q: 3 clusters Score -1589107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -1589105.875000 Penalty: 962.318237
	Iteration 64Q: 3 clusters Score -1589106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -1589105.500000 Penalty: 962.318237
	Iteration 65Q: 3 clusters Score -1589106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -1589106.625000 Penalty: 962.318237
	Iteration 66Q: 3 clusters Score -1589107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -1589106.125000 Penalty: 962.318237
	Iteration 67Q: 3 clusters Score -1589106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -1589106.000000 Penalty: 962.318237
	Iteration 68Q: 3 clusters Score -1589106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -1589106.000000 Penalty: 962.318237
	Iteration 69F: 3 clusters Score -1589106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (127365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Entering Unmasked Estep 
Score: -5659129.500000 Penalty: 534.843933
	Iteration 0F: 2 clusters Score -5659130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -5572933.500000 Penalty: 1069.687866
	Iteration 0F: 3 clusters Score -5572934 nChanged 62371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -5611641.000000 Penalty: 1069.687866
	Iteration 1F: 3 clusters Score -5611641 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -5613497.000000 Penalty: 1069.687866
	Iteration 2Q: 3 clusters Score -5613497 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -5616426.500000 Penalty: 1069.687866
	Iteration 3Q: 3 clusters Score -5616426 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -5621409.500000 Penalty: 1069.687866
	Iteration 4F: 3 clusters Score -5621410 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5628594.000000 Penalty: 1069.687866
	Iteration 5F: 3 clusters Score -5628594 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5634558.000000 Penalty: 1069.687866
	Iteration 6F: 3 clusters Score -5634558 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5636941.500000 Penalty: 1069.687866
	Iteration 7Q: 3 clusters Score -5636942 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -5637895.000000 Penalty: 1069.687866
	Iteration 8Q: 3 clusters Score -5637895 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5638556.500000 Penalty: 1069.687866
	Iteration 9Q: 3 clusters Score -5638556 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5639276.500000 Penalty: 1069.687866
	Iteration 10Q: 3 clusters Score -5639276 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5640049.500000 Penalty: 1069.687866
	Iteration 11Q: 3 clusters Score -5640050 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -5640989.000000 Penalty: 1069.687866
	Iteration 12Q: 3 clusters Score -5640989 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5642074.000000 Penalty: 1069.687866
	Iteration 13Q: 3 clusters Score -5642074 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5643301.500000 Penalty: 1069.687866
	Iteration 14Q: 3 clusters Score -5643302 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5644831.500000 Penalty: 1069.687866
	Iteration 15Q: 3 clusters Score -5644832 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5646447.500000 Penalty: 1069.687866
	Iteration 16Q: 3 clusters Score -5646448 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112475 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5648235.500000 Penalty: 1069.687866
	Iteration 17Q: 3 clusters Score -5648236 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5650259.000000 Penalty: 1069.687866
	Iteration 18Q: 3 clusters Score -5650259 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -5652161.000000 Penalty: 1069.687866
	Iteration 19Q: 3 clusters Score -5652161 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5653852.000000 Penalty: 1069.687866
	Iteration 20F: 3 clusters Score -5653852 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5655300.500000 Penalty: 1069.687866
	Iteration 21Q: 3 clusters Score -5655300 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5656371.000000 Penalty: 1069.687866
	Iteration 22Q: 3 clusters Score -5656371 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5657104.500000 Penalty: 1069.687866
	Iteration 23Q: 3 clusters Score -5657104 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5657648.500000 Penalty: 1069.687866
	Iteration 24Q: 3 clusters Score -5657648 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5658010.500000 Penalty: 1069.687866
	Iteration 25Q: 3 clusters Score -5658010 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5658188.000000 Penalty: 1069.687866
	Iteration 26Q: 3 clusters Score -5658188 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5658324.000000 Penalty: 1069.687866
	Iteration 27Q: 3 clusters Score -5658324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5658431.500000 Penalty: 1069.687866
	Iteration 28Q: 3 clusters Score -5658432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126884 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5658498.000000 Penalty: 1069.687866
	Iteration 29Q: 3 clusters Score -5658498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5658535.500000 Penalty: 1069.687866
	Iteration 30Q: 3 clusters Score -5658536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5658585.500000 Penalty: 1069.687866
	Iteration 31Q: 3 clusters Score -5658586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127065 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5658617.500000 Penalty: 1069.687866
	Iteration 32Q: 3 clusters Score -5658618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5658633.000000 Penalty: 1069.687866
	Iteration 33Q: 3 clusters Score -5658633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5658638.500000 Penalty: 1069.687866
	Iteration 34Q: 3 clusters Score -5658638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5658640.500000 Penalty: 1069.687866
	Iteration 35Q: 3 clusters Score -5658640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127142 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5658649.500000 Penalty: 1069.687866
	Iteration 36Q: 3 clusters Score -5658650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5658650.000000 Penalty: 1069.687866
	Iteration 37Q: 3 clusters Score -5658650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5658659.000000 Penalty: 1069.687866
	Iteration 38Q: 3 clusters Score -5658659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5658659.500000 Penalty: 1069.687866
	Iteration 39Q: 3 clusters Score -5658660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5658657.000000 Penalty: 1069.687866
	Iteration 40F: 3 clusters Score -5658657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5658657.000000 Penalty: 1069.687866
	Iteration 41Q: 3 clusters Score -5658657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5658657.000000 Penalty: 1069.687866
	Iteration 42F: 3 clusters Score -5658657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (324732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324732 members 
Entering Unmasked Estep 
Score: -14368992.000000 Penalty: 577.429382
	Iteration 0F: 2 clusters Score -1.436899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Mstep: Class 2 contains 162418 members 
Entering Unmasked Estep 
Score: -14152374.000000 Penalty: 1154.858765
	Iteration 0F: 3 clusters Score -1.415237e+07 nChanged 160632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -14251323.000000 Penalty: 1154.858765
	Iteration 1F: 3 clusters Score -1.425132e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 178271 members 
Entering Unmasked Estep 
Score: -14254626.000000 Penalty: 1154.858765
	Iteration 2Q: 3 clusters Score -1.425463e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -14259618.000000 Penalty: 1154.858765
	Iteration 3Q: 3 clusters Score -1.425962e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 201774 members 
Entering Unmasked Estep 
Score: -14267237.000000 Penalty: 1154.858765
	Iteration 4F: 3 clusters Score -1.426724e+07 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 219339 members 
Entering Unmasked Estep 
Score: -14279433.000000 Penalty: 1154.858765
	Iteration 5F: 3 clusters Score -1.427943e+07 nChanged 22153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 240170 members 
Entering Unmasked Estep 
Score: -14296538.000000 Penalty: 1154.858765
	Iteration 6F: 3 clusters Score -1.429654e+07 nChanged 21969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 261431 members 
Entering Unmasked Estep 
Score: -14316970.000000 Penalty: 1154.858765
	Iteration 7F: 3 clusters Score -1.431697e+07 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 279318 members 
Entering Unmasked Estep 
Score: -14335292.000000 Penalty: 1154.858765
	Iteration 8F: 3 clusters Score -1.433529e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 291461 members 
Entering Unmasked Estep 
Score: -14347104.000000 Penalty: 1154.858765
	Iteration 9Q: 3 clusters Score -1.43471e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 299278 members 
Entering Unmasked Estep 
Score: -14353467.000000 Penalty: 1154.858765
	Iteration 10Q: 3 clusters Score -1.435347e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 304910 members 
Entering Unmasked Estep 
Score: -14357200.000000 Penalty: 1154.858765
	Iteration 11Q: 3 clusters Score -1.43572e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 309408 members 
Entering Unmasked Estep 
Score: -14359900.000000 Penalty: 1154.858765
	Iteration 12Q: 3 clusters Score -1.43599e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 312892 members 
Entering Unmasked Estep 
Score: -14361925.000000 Penalty: 1154.858765
	Iteration 13Q: 3 clusters Score -1.436192e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 315591 members 
Entering Unmasked Estep 
Score: -14363339.000000 Penalty: 1154.858765
	Iteration 14Q: 3 clusters Score -1.436334e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 317678 members 
Entering Unmasked Estep 
Score: -14364509.000000 Penalty: 1154.858765
	Iteration 15Q: 3 clusters Score -1.436451e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 319252 members 
Entering Unmasked Estep 
Score: -14365446.000000 Penalty: 1154.858765
	Iteration 16Q: 3 clusters Score -1.436545e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 320469 members 
Entering Unmasked Estep 
Score: -14366065.000000 Penalty: 1154.858765
	Iteration 17Q: 3 clusters Score -1.436606e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 321392 members 
Entering Unmasked Estep 
Score: -14366647.000000 Penalty: 1154.858765
	Iteration 18Q: 3 clusters Score -1.436665e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 322137 members 
Entering Unmasked Estep 
Score: -14367090.000000 Penalty: 1154.858765
	Iteration 19Q: 3 clusters Score -1.436709e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 322707 members 
Entering Unmasked Estep 
Score: -14367387.000000 Penalty: 1154.858765
	Iteration 20F: 3 clusters Score -1.436739e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 323133 members 
Entering Unmasked Estep 
Score: -14367691.000000 Penalty: 1154.858765
	Iteration 21Q: 3 clusters Score -1.436769e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 323435 members 
Entering Unmasked Estep 
Score: -14367866.000000 Penalty: 1154.858765
	Iteration 22Q: 3 clusters Score -1.436787e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 323673 members 
Entering Unmasked Estep 
Score: -14368055.000000 Penalty: 1154.858765
	Iteration 23Q: 3 clusters Score -1.436806e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 323851 members 
Entering Unmasked Estep 
Score: -14368117.000000 Penalty: 1154.858765
	Iteration 24Q: 3 clusters Score -1.436812e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 323973 members 
Entering Unmasked Estep 
Score: -14368113.000000 Penalty: 1154.858765
	Iteration 25Q: 3 clusters Score -1.436811e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 324062 members 
Entering Unmasked Estep 
Score: -14368173.000000 Penalty: 1154.858765
	Iteration 26Q: 3 clusters Score -1.436817e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 324137 members 
Entering Unmasked Estep 
Score: -14368224.000000 Penalty: 1154.858765
	Iteration 27Q: 3 clusters Score -1.436822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 324198 members 
Entering Unmasked Estep 
Score: -14368256.000000 Penalty: 1154.858765
	Iteration 28Q: 3 clusters Score -1.436826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 324240 members 
Entering Unmasked Estep 
Score: -14368305.000000 Penalty: 1154.858765
	Iteration 29Q: 3 clusters Score -1.43683e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 324274 members 
Entering Unmasked Estep 
Score: -14368311.000000 Penalty: 1154.858765
	Iteration 30Q: 3 clusters Score -1.436831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 324306 members 
Entering Unmasked Estep 
Score: -14368339.000000 Penalty: 1154.858765
	Iteration 31Q: 3 clusters Score -1.436834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324339 members 
Entering Unmasked Estep 
Score: -14368358.000000 Penalty: 1154.858765
	Iteration 32Q: 3 clusters Score -1.436836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324368 members 
Entering Unmasked Estep 
Score: -14368397.000000 Penalty: 1154.858765
	Iteration 33Q: 3 clusters Score -1.43684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 324382 members 
Entering Unmasked Estep 
Score: -14368407.000000 Penalty: 1154.858765
	Iteration 34Q: 3 clusters Score -1.436841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 324390 members 
Entering Unmasked Estep 
Score: -14368405.000000 Penalty: 1154.858765
	Iteration 35Q: 3 clusters Score -1.43684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 324398 members 
Entering Unmasked Estep 
Score: -14368430.000000 Penalty: 1154.858765
	Iteration 36Q: 3 clusters Score -1.436843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324403 members 
Entering Unmasked Estep 
Score: -14368440.000000 Penalty: 1154.858765
	Iteration 37Q: 3 clusters Score -1.436844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324407 members 
Entering Unmasked Estep 
Score: -14368447.000000 Penalty: 1154.858765
	Iteration 38Q: 3 clusters Score -1.436845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324409 members 
Entering Unmasked Estep 
Score: -14368449.000000 Penalty: 1154.858765
	Iteration 39Q: 3 clusters Score -1.436845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324411 members 
Entering Unmasked Estep 
Score: -14368442.000000 Penalty: 1154.858765
	Iteration 40F: 3 clusters Score -1.436844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324413 members 
Entering Unmasked Estep 
Score: -14368449.000000 Penalty: 1154.858765
	Iteration 41Q: 3 clusters Score -1.436845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324413 members 
Entering Unmasked Estep 
Score: -14368449.000000 Penalty: 1154.858765
	Iteration 42F: 3 clusters Score -1.436845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Entering Unmasked Estep 
Score: -5318922.500000 Penalty: 532.405212
	Iteration 0F: 2 clusters Score -5318922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -5237003.500000 Penalty: 1064.810425
	Iteration 0F: 3 clusters Score -5237004 nChanged 59065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -5272908.500000 Penalty: 1064.810425
	Iteration 1F: 3 clusters Score -5272908 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -5275641.500000 Penalty: 1064.810425
	Iteration 2F: 3 clusters Score -5275642 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -5281111.000000 Penalty: 1064.810425
	Iteration 3F: 3 clusters Score -5281111 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -5291399.500000 Penalty: 1064.810425
	Iteration 4F: 3 clusters Score -5291400 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -5305061.500000 Penalty: 1064.810425
	Iteration 5F: 3 clusters Score -5305062 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -5314977.500000 Penalty: 1064.810425
	Iteration 6F: 3 clusters Score -5314978 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -5317965.500000 Penalty: 1064.810425
	Iteration 7Q: 3 clusters Score -5317966 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -5318349.000000 Penalty: 1064.810425
	Iteration 8Q: 3 clusters Score -5318349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -5318413.000000 Penalty: 1064.810425
	Iteration 9Q: 3 clusters Score -5318413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -5318421.000000 Penalty: 1064.810425
	Iteration 10Q: 3 clusters Score -5318421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 120687 members 
Entering Unmasked Estep 
Score: -5318428.500000 Penalty: 1064.810425
	Iteration 11Q: 3 clusters Score -5318428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -5318430.000000 Penalty: 1064.810425
	Iteration 12Q: 3 clusters Score -5318430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -5318441.500000 Penalty: 1064.810425
	Iteration 13Q: 3 clusters Score -5318442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 120690 members 
Entering Unmasked Estep 
Score: -5318440.000000 Penalty: 1064.810425
	Iteration 14Q: 3 clusters Score -5318440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -5318439.500000 Penalty: 1064.810425
	Iteration 15Q: 3 clusters Score -5318440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -5318439.500000 Penalty: 1064.810425
	Iteration 16F: 3 clusters Score -5318440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5940.026855 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5940.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5680.522461 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5680.522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5814.048340 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5814.048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5859.364746 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5859.365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5872.704590 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -5872.705 nChanged 4
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: -5880.642578 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -5880.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5881.193848 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -5881.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5881.193848 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -5881.194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -190313.062500 Penalty: 380.944122
	Iteration 0F: 2 clusters Score -190313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -187338.906250 Penalty: 761.888245
	Iteration 0F: 3 clusters Score -187338.9 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -188391.843750 Penalty: 761.888245
	Iteration 1F: 3 clusters Score -188391.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -188551.078125 Penalty: 761.888245
	Iteration 2F: 3 clusters Score -188551.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -188806.218750 Penalty: 761.888245
	Iteration 3F: 3 clusters Score -188806.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -189099.125000 Penalty: 761.888245
	Iteration 4F: 3 clusters Score -189099.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -189378.453125 Penalty: 761.888245
	Iteration 5F: 3 clusters Score -189378.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -189611.718750 Penalty: 761.888245
	Iteration 6F: 3 clusters Score -189611.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -189763.234375 Penalty: 761.888245
	Iteration 7Q: 3 clusters Score -189763.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -189847.468750 Penalty: 761.888245
	Iteration 8Q: 3 clusters Score -189847.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -189905.406250 Penalty: 761.888245
	Iteration 9Q: 3 clusters Score -189905.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -189951.171875 Penalty: 761.888245
	Iteration 10Q: 3 clusters Score -189951.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -189983.390625 Penalty: 761.888245
	Iteration 11Q: 3 clusters Score -189983.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -190009.296875 Penalty: 761.888245
	Iteration 12Q: 3 clusters Score -190009.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -190021.765625 Penalty: 761.888245
	Iteration 13Q: 3 clusters Score -190021.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -190028.875000 Penalty: 761.888245
	Iteration 14Q: 3 clusters Score -190028.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -190034.468750 Penalty: 761.888245
	Iteration 15Q: 3 clusters Score -190034.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -190037.656250 Penalty: 761.888245
	Iteration 16Q: 3 clusters Score -190037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -190039.500000 Penalty: 761.888245
	Iteration 17Q: 3 clusters Score -190039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -190040.453125 Penalty: 761.888245
	Iteration 18Q: 3 clusters Score -190040.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -190043.000000 Penalty: 761.888245
	Iteration 19Q: 3 clusters Score -190043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -190047.375000 Penalty: 761.888245
	Iteration 20F: 3 clusters Score -190047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -190049.968750 Penalty: 761.888245
	Iteration 21Q: 3 clusters Score -190050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -190051.578125 Penalty: 761.888245
	Iteration 22Q: 3 clusters Score -190051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -190052.234375 Penalty: 761.888245
	Iteration 23Q: 3 clusters Score -190052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -190053.421875 Penalty: 761.888245
	Iteration 24Q: 3 clusters Score -190053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -190053.281250 Penalty: 761.888245
	Iteration 25Q: 3 clusters Score -190053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -190054.875000 Penalty: 761.888245
	Iteration 26Q: 3 clusters Score -190054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -190056.875000 Penalty: 761.888245
	Iteration 27Q: 3 clusters Score -190056.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -190059.609375 Penalty: 761.888245
	Iteration 28Q: 3 clusters Score -190059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -190061.656250 Penalty: 761.888245
	Iteration 29Q: 3 clusters Score -190061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -190063.109375 Penalty: 761.888245
	Iteration 30Q: 3 clusters Score -190063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -190063.593750 Penalty: 761.888245
	Iteration 31Q: 3 clusters Score -190063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -190064.703125 Penalty: 761.888245
	Iteration 32Q: 3 clusters Score -190064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -190065.140625 Penalty: 761.888245
	Iteration 33Q: 3 clusters Score -190065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -190065.921875 Penalty: 761.888245
	Iteration 34Q: 3 clusters Score -190065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -190067.484375 Penalty: 761.888245
	Iteration 35Q: 3 clusters Score -190067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -190068.625000 Penalty: 761.888245
	Iteration 36Q: 3 clusters Score -190068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -190070.937500 Penalty: 761.888245
	Iteration 37Q: 3 clusters Score -190070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -190072.015625 Penalty: 761.888245
	Iteration 38Q: 3 clusters Score -190072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -190073.187500 Penalty: 761.888245
	Iteration 39Q: 3 clusters Score -190073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -190073.734375 Penalty: 761.888245
	Iteration 40F: 3 clusters Score -190073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -190075.078125 Penalty: 761.888245
	Iteration 41Q: 3 clusters Score -190075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -190075.093750 Penalty: 761.888245
	Iteration 42Q: 3 clusters Score -190075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -190075.187500 Penalty: 761.888245
	Iteration 43Q: 3 clusters Score -190075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -190075.734375 Penalty: 761.888245
	Iteration 44Q: 3 clusters Score -190075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -190076.750000 Penalty: 761.888245
	Iteration 45Q: 3 clusters Score -190076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -190077.859375 Penalty: 761.888245
	Iteration 46Q: 3 clusters Score -190077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -190078.000000 Penalty: 761.888245
	Iteration 47Q: 3 clusters Score -190078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -190078.000000 Penalty: 761.888245
	Iteration 48F: 3 clusters Score -190078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Entering Unmasked Estep 
Score: -481362.375000 Penalty: 423.357422
	Iteration 0F: 2 clusters Score -481362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -474034.125000 Penalty: 846.714844
	Iteration 0F: 3 clusters Score -474034.1 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -476856.593750 Penalty: 846.714844
	Iteration 1F: 3 clusters Score -476856.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -477001.937500 Penalty: 846.714844
	Iteration 2Q: 3 clusters Score -477001.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -477176.656250 Penalty: 846.714844
	Iteration 3Q: 3 clusters Score -477176.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -477405.625000 Penalty: 846.714844
	Iteration 4Q: 3 clusters Score -477405.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -477697.656250 Penalty: 846.714844
	Iteration 5Q: 3 clusters Score -477697.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -478119.625000 Penalty: 846.714844
	Iteration 6F: 3 clusters Score -478119.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -478716.312500 Penalty: 846.714844
	Iteration 7F: 3 clusters Score -478716.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -479422.718750 Penalty: 846.714844
	Iteration 8F: 3 clusters Score -479422.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -479817.312500 Penalty: 846.714844
	Iteration 9F: 3 clusters Score -479817.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -480033.781250 Penalty: 846.714844
	Iteration 10Q: 3 clusters Score -480033.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -480196.718750 Penalty: 846.714844
	Iteration 11Q: 3 clusters Score -480196.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -480317.531250 Penalty: 846.714844
	Iteration 12Q: 3 clusters Score -480317.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -480388.000000 Penalty: 846.714844
	Iteration 13Q: 3 clusters Score -480388 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -480430.906250 Penalty: 846.714844
	Iteration 14Q: 3 clusters Score -480430.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -480460.343750 Penalty: 846.714844
	Iteration 15Q: 3 clusters Score -480460.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -480476.312500 Penalty: 846.714844
	Iteration 16Q: 3 clusters Score -480476.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -480489.343750 Penalty: 846.714844
	Iteration 17Q: 3 clusters Score -480489.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -480495.531250 Penalty: 846.714844
	Iteration 18Q: 3 clusters Score -480495.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -480504.687500 Penalty: 846.714844
	Iteration 19Q: 3 clusters Score -480504.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -480510.843750 Penalty: 846.714844
	Iteration 20F: 3 clusters Score -480510.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -480515.531250 Penalty: 846.714844
	Iteration 21Q: 3 clusters Score -480515.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -480520.781250 Penalty: 846.714844
	Iteration 22Q: 3 clusters Score -480520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -480523.812500 Penalty: 846.714844
	Iteration 23Q: 3 clusters Score -480523.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -480524.687500 Penalty: 846.714844
	Iteration 24Q: 3 clusters Score -480524.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -480527.125000 Penalty: 846.714844
	Iteration 25Q: 3 clusters Score -480527.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -480529.750000 Penalty: 846.714844
	Iteration 26Q: 3 clusters Score -480529.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -480530.156250 Penalty: 846.714844
	Iteration 27Q: 3 clusters Score -480530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -480533.468750 Penalty: 846.714844
	Iteration 28Q: 3 clusters Score -480533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -480532.625000 Penalty: 846.714844
	Iteration 29Q: 3 clusters Score -480532.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -480533.593750 Penalty: 846.714844
	Iteration 30Q: 3 clusters Score -480533.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -480535.000000 Penalty: 846.714844
	Iteration 31Q: 3 clusters Score -480535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -480537.656250 Penalty: 846.714844
	Iteration 32Q: 3 clusters Score -480537.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -480540.062500 Penalty: 846.714844
	Iteration 33Q: 3 clusters Score -480540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -480540.875000 Penalty: 846.714844
	Iteration 34Q: 3 clusters Score -480540.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -480541.312500 Penalty: 846.714844
	Iteration 35Q: 3 clusters Score -480541.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -480544.968750 Penalty: 846.714844
	Iteration 36Q: 3 clusters Score -480545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -480546.593750 Penalty: 846.714844
	Iteration 37Q: 3 clusters Score -480546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -480547.125000 Penalty: 846.714844
	Iteration 38Q: 3 clusters Score -480547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -480547.718750 Penalty: 846.714844
	Iteration 39Q: 3 clusters Score -480547.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -480549.468750 Penalty: 846.714844
	Iteration 40F: 3 clusters Score -480549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -480549.906250 Penalty: 846.714844
	Iteration 41Q: 3 clusters Score -480549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -480550.656250 Penalty: 846.714844
	Iteration 42Q: 3 clusters Score -480550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -480550.343750 Penalty: 846.714844
	Iteration 43Q: 3 clusters Score -480550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -480550.562500 Penalty: 846.714844
	Iteration 44Q: 3 clusters Score -480550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -480550.718750 Penalty: 846.714844
	Iteration 45Q: 3 clusters Score -480550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -480551.593750 Penalty: 846.714844
	Iteration 46Q: 3 clusters Score -480551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -480553.468750 Penalty: 846.714844
	Iteration 47Q: 3 clusters Score -480553.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -480555.000000 Penalty: 846.714844
	Iteration 48Q: 3 clusters Score -480555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -480556.531250 Penalty: 846.714844
	Iteration 49Q: 3 clusters Score -480556.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -480556.656250 Penalty: 846.714844
	Iteration 50Q: 3 clusters Score -480556.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -480557.375000 Penalty: 846.714844
	Iteration 51Q: 3 clusters Score -480557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -480560.187500 Penalty: 846.714844
	Iteration 52Q: 3 clusters Score -480560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -480561.062500 Penalty: 846.714844
	Iteration 53Q: 3 clusters Score -480561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -480564.531250 Penalty: 846.714844
	Iteration 54Q: 3 clusters Score -480564.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -480566.718750 Penalty: 846.714844
	Iteration 55Q: 3 clusters Score -480566.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -480568.687500 Penalty: 846.714844
	Iteration 56Q: 3 clusters Score -480568.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -480571.031250 Penalty: 846.714844
	Iteration 57Q: 3 clusters Score -480571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -480574.656250 Penalty: 846.714844
	Iteration 58Q: 3 clusters Score -480574.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -480576.906250 Penalty: 846.714844
	Iteration 59Q: 3 clusters Score -480576.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -480583.406250 Penalty: 846.714844
	Iteration 60F: 3 clusters Score -480583.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -480588.031250 Penalty: 846.714844
	Iteration 61Q: 3 clusters Score -480588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -480595.718750 Penalty: 846.714844
	Iteration 62Q: 3 clusters Score -480595.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -480604.531250 Penalty: 846.714844
	Iteration 63Q: 3 clusters Score -480604.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -480613.906250 Penalty: 846.714844
	Iteration 64Q: 3 clusters Score -480613.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -480622.812500 Penalty: 846.714844
	Iteration 65Q: 3 clusters Score -480622.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -480630.281250 Penalty: 846.714844
	Iteration 66Q: 3 clusters Score -480630.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -480636.687500 Penalty: 846.714844
	Iteration 67Q: 3 clusters Score -480636.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -480645.656250 Penalty: 846.714844
	Iteration 68Q: 3 clusters Score -480645.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -480657.000000 Penalty: 846.714844
	Iteration 69Q: 3 clusters Score -480657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -480666.750000 Penalty: 846.714844
	Iteration 70Q: 3 clusters Score -480666.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -480673.156250 Penalty: 846.714844
	Iteration 71Q: 3 clusters Score -480673.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -480677.093750 Penalty: 846.714844
	Iteration 72Q: 3 clusters Score -480677.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -480684.062500 Penalty: 846.714844
	Iteration 73Q: 3 clusters Score -480684.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -480689.718750 Penalty: 846.714844
	Iteration 74Q: 3 clusters Score -480689.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -480697.468750 Penalty: 846.714844
	Iteration 75Q: 3 clusters Score -480697.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -480704.562500 Penalty: 846.714844
	Iteration 76Q: 3 clusters Score -480704.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -480714.656250 Penalty: 846.714844
	Iteration 77Q: 3 clusters Score -480714.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -480724.125000 Penalty: 846.714844
	Iteration 78Q: 3 clusters Score -480724.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -480729.312500 Penalty: 846.714844
	Iteration 79Q: 3 clusters Score -480729.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -480732.468750 Penalty: 846.714844
	Iteration 80F: 3 clusters Score -480732.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -480738.468750 Penalty: 846.714844
	Iteration 81Q: 3 clusters Score -480738.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -480742.750000 Penalty: 846.714844
	Iteration 82Q: 3 clusters Score -480742.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -480749.031250 Penalty: 846.714844
	Iteration 83Q: 3 clusters Score -480749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -480754.062500 Penalty: 846.714844
	Iteration 84Q: 3 clusters Score -480754.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -480758.062500 Penalty: 846.714844
	Iteration 85Q: 3 clusters Score -480758.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -480761.750000 Penalty: 846.714844
	Iteration 86Q: 3 clusters Score -480761.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -480765.343750 Penalty: 846.714844
	Iteration 87Q: 3 clusters Score -480765.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -480767.906250 Penalty: 846.714844
	Iteration 88Q: 3 clusters Score -480767.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -480768.218750 Penalty: 846.714844
	Iteration 89Q: 3 clusters Score -480768.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -480768.531250 Penalty: 846.714844
	Iteration 90Q: 3 clusters Score -480768.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -480769.906250 Penalty: 846.714844
	Iteration 91Q: 3 clusters Score -480769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -480769.906250 Penalty: 846.714844
	Iteration 92Q: 3 clusters Score -480769.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -480770.000000 Penalty: 846.714844
	Iteration 93Q: 3 clusters Score -480770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -480769.562500 Penalty: 846.714844
	Iteration 94Q: 3 clusters Score -480769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -480768.968750 Penalty: 846.714844
	Iteration 95Q: 3 clusters Score -480769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -480769.968750 Penalty: 846.714844
	Iteration 96Q: 3 clusters Score -480770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -480771.562500 Penalty: 846.714844
	Iteration 97Q: 3 clusters Score -480771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480771.500000 Penalty: 846.714844
	Iteration 98Q: 3 clusters Score -480771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -480771.375000 Penalty: 846.714844
	Iteration 99Q: 3 clusters Score -480771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -480771.500000 Penalty: 846.714844
	Iteration 100F: 3 clusters Score -480771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -480771.468750 Penalty: 846.714844
	Iteration 101Q: 3 clusters Score -480771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -480772.312500 Penalty: 846.714844
	Iteration 102Q: 3 clusters Score -480772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -480772.312500 Penalty: 846.714844
	Iteration 103Q: 3 clusters Score -480772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -480771.218750 Penalty: 846.714844
	Iteration 104Q: 3 clusters Score -480771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -480771.125000 Penalty: 846.714844
	Iteration 105Q: 3 clusters Score -480771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -480771.687500 Penalty: 846.714844
	Iteration 106Q: 3 clusters Score -480771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -480772.281250 Penalty: 846.714844
	Iteration 107Q: 3 clusters Score -480772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -480772.562500 Penalty: 846.714844
	Iteration 108Q: 3 clusters Score -480772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -480774.062500 Penalty: 846.714844
	Iteration 109Q: 3 clusters Score -480774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -480773.093750 Penalty: 846.714844
	Iteration 110Q: 3 clusters Score -480773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -480772.875000 Penalty: 846.714844
	Iteration 111Q: 3 clusters Score -480772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -480772.937500 Penalty: 846.714844
	Iteration 112Q: 3 clusters Score -480772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -480772.656250 Penalty: 846.714844
	Iteration 113Q: 3 clusters Score -480772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -480772.812500 Penalty: 846.714844
	Iteration 114Q: 3 clusters Score -480772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -480773.625000 Penalty: 846.714844
	Iteration 115Q: 3 clusters Score -480773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -480775.093750 Penalty: 846.714844
	Iteration 116Q: 3 clusters Score -480775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -480775.406250 Penalty: 846.714844
	Iteration 117Q: 3 clusters Score -480775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -480774.406250 Penalty: 846.714844
	Iteration 118Q: 3 clusters Score -480774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -480774.125000 Penalty: 846.714844
	Iteration 119Q: 3 clusters Score -480774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -480773.843750 Penalty: 846.714844
	Iteration 120F: 3 clusters Score -480773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -246029.031250 Penalty: 393.221863
	Iteration 0F: 2 clusters Score -246029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -242156.312500 Penalty: 786.443726
	Iteration 0F: 3 clusters Score -242156.3 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -243622.968750 Penalty: 786.443726
	Iteration 1F: 3 clusters Score -243623 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -243752.421875 Penalty: 786.443726
	Iteration 2F: 3 clusters Score -243752.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -243906.343750 Penalty: 786.443726
	Iteration 3F: 3 clusters Score -243906.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -244134.109375 Penalty: 786.443726
	Iteration 4F: 3 clusters Score -244134.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -244489.046875 Penalty: 786.443726
	Iteration 5F: 3 clusters Score -244489 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -244917.015625 Penalty: 786.443726
	Iteration 6F: 3 clusters Score -244917 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -245304.359375 Penalty: 786.443726
	Iteration 7F: 3 clusters Score -245304.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -245532.328125 Penalty: 786.443726
	Iteration 8Q: 3 clusters Score -245532.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -245643.109375 Penalty: 786.443726
	Iteration 9Q: 3 clusters Score -245643.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -245677.546875 Penalty: 786.443726
	Iteration 10Q: 3 clusters Score -245677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -245698.984375 Penalty: 786.443726
	Iteration 11Q: 3 clusters Score -245699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -245703.343750 Penalty: 786.443726
	Iteration 12Q: 3 clusters Score -245703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -245703.343750 Penalty: 786.443726
	Iteration 13F: 3 clusters Score -245703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (295818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295818 members 
Entering Unmasked Estep 
Score: -13179093.000000 Penalty: 573.186218
	Iteration 0F: 2 clusters Score -1.317909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147725 members 
Mstep: Class 2 contains 148093 members 
Entering Unmasked Estep 
Score: -12980017.000000 Penalty: 1146.372437
	Iteration 0F: 3 clusters Score -1.298002e+07 nChanged 146162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135567 members 
Mstep: Class 2 contains 160251 members 
Entering Unmasked Estep 
Score: -13070247.000000 Penalty: 1146.372437
	Iteration 1F: 3 clusters Score -1.307025e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -13074544.000000 Penalty: 1146.372437
	Iteration 2Q: 3 clusters Score -1.307454e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 181294 members 
Entering Unmasked Estep 
Score: -13082511.000000 Penalty: 1146.372437
	Iteration 3Q: 3 clusters Score -1.308251e+07 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 197876 members 
Entering Unmasked Estep 
Score: -13095143.000000 Penalty: 1146.372437
	Iteration 4F: 3 clusters Score -1.309514e+07 nChanged 20048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 216432 members 
Entering Unmasked Estep 
Score: -13112241.000000 Penalty: 1146.372437
	Iteration 5F: 3 clusters Score -1.311224e+07 nChanged 19280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 234010 members 
Entering Unmasked Estep 
Score: -13130800.000000 Penalty: 1146.372437
	Iteration 6F: 3 clusters Score -1.31308e+07 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 246795 members 
Entering Unmasked Estep 
Score: -13144408.000000 Penalty: 1146.372437
	Iteration 7F: 3 clusters Score -1.314441e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 255347 members 
Entering Unmasked Estep 
Score: -13152368.000000 Penalty: 1146.372437
	Iteration 8Q: 3 clusters Score -1.315237e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 261937 members 
Entering Unmasked Estep 
Score: -13157125.000000 Penalty: 1146.372437
	Iteration 9Q: 3 clusters Score -1.315712e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 267798 members 
Entering Unmasked Estep 
Score: -13160644.000000 Penalty: 1146.372437
	Iteration 10Q: 3 clusters Score -1.316064e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 273148 members 
Entering Unmasked Estep 
Score: -13164046.000000 Penalty: 1146.372437
	Iteration 11Q: 3 clusters Score -1.316405e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 277913 members 
Entering Unmasked Estep 
Score: -13167137.000000 Penalty: 1146.372437
	Iteration 12Q: 3 clusters Score -1.316714e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 282022 members 
Entering Unmasked Estep 
Score: -13170172.000000 Penalty: 1146.372437
	Iteration 13Q: 3 clusters Score -1.317017e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 285373 members 
Entering Unmasked Estep 
Score: -13172319.000000 Penalty: 1146.372437
	Iteration 14Q: 3 clusters Score -1.317232e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 288100 members 
Entering Unmasked Estep 
Score: -13173994.000000 Penalty: 1146.372437
	Iteration 15Q: 3 clusters Score -1.317399e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 290303 members 
Entering Unmasked Estep 
Score: -13175413.000000 Penalty: 1146.372437
	Iteration 16Q: 3 clusters Score -1.317541e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 292014 members 
Entering Unmasked Estep 
Score: -13176402.000000 Penalty: 1146.372437
	Iteration 17Q: 3 clusters Score -1.31764e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 293285 members 
Entering Unmasked Estep 
Score: -13177140.000000 Penalty: 1146.372437
	Iteration 18Q: 3 clusters Score -1.317714e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 294212 members 
Entering Unmasked Estep 
Score: -13177711.000000 Penalty: 1146.372437
	Iteration 19Q: 3 clusters Score -1.317771e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 294833 members 
Entering Unmasked Estep 
Score: -13178083.000000 Penalty: 1146.372437
	Iteration 20F: 3 clusters Score -1.317808e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 295197 members 
Entering Unmasked Estep 
Score: -13178299.000000 Penalty: 1146.372437
	Iteration 21Q: 3 clusters Score -1.31783e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 295385 members 
Entering Unmasked Estep 
Score: -13178444.000000 Penalty: 1146.372437
	Iteration 22Q: 3 clusters Score -1.317844e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 295492 members 
Entering Unmasked Estep 
Score: -13178477.000000 Penalty: 1146.372437
	Iteration 23Q: 3 clusters Score -1.317848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295573 members 
Entering Unmasked Estep 
Score: -13178527.000000 Penalty: 1146.372437
	Iteration 24Q: 3 clusters Score -1.317853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 295609 members 
Entering Unmasked Estep 
Score: -13178577.000000 Penalty: 1146.372437
	Iteration 25Q: 3 clusters Score -1.317858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 295637 members 
Entering Unmasked Estep 
Score: -13178591.000000 Penalty: 1146.372437
	Iteration 26Q: 3 clusters Score -1.317859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 295655 members 
Entering Unmasked Estep 
Score: -13178610.000000 Penalty: 1146.372437
	Iteration 27Q: 3 clusters Score -1.317861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 295668 members 
Entering Unmasked Estep 
Score: -13178627.000000 Penalty: 1146.372437
	Iteration 28Q: 3 clusters Score -1.317863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 295675 members 
Entering Unmasked Estep 
Score: -13178639.000000 Penalty: 1146.372437
	Iteration 29Q: 3 clusters Score -1.317864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 295680 members 
Entering Unmasked Estep 
Score: -13178635.000000 Penalty: 1146.372437
	Iteration 30Q: 3 clusters Score -1.317864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 295682 members 
Entering Unmasked Estep 
Score: -13178634.000000 Penalty: 1146.372437
	Iteration 31Q: 3 clusters Score -1.317863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 295681 members 
Entering Unmasked Estep 
Score: -13178638.000000 Penalty: 1146.372437
	Iteration 32Q: 3 clusters Score -1.317864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 295684 members 
Entering Unmasked Estep 
Score: -13178637.000000 Penalty: 1146.372437
	Iteration 33Q: 3 clusters Score -1.317864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 295686 members 
Entering Unmasked Estep 
Score: -13178639.000000 Penalty: 1146.372437
	Iteration 34Q: 3 clusters Score -1.317864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 295687 members 
Entering Unmasked Estep 
Score: -13178632.000000 Penalty: 1146.372437
	Iteration 35Q: 3 clusters Score -1.317863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 295689 members 
Entering Unmasked Estep 
Score: -13178633.000000 Penalty: 1146.372437
	Iteration 36Q: 3 clusters Score -1.317863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 295690 members 
Entering Unmasked Estep 
Score: -13178635.000000 Penalty: 1146.372437
	Iteration 37Q: 3 clusters Score -1.317864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 295690 members 
Entering Unmasked Estep 
Score: -13178635.000000 Penalty: 1146.372437
	Iteration 38F: 3 clusters Score -1.317864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -41837.644531 Penalty: 320.184753
	Iteration 0F: 2 clusters Score -41837.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -40948.996094 Penalty: 640.369507
	Iteration 0F: 3 clusters Score -40949 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -41165.777344 Penalty: 640.369507
	Iteration 1F: 3 clusters Score -41165.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -41207.628906 Penalty: 640.369507
	Iteration 2F: 3 clusters Score -41207.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41258.117188 Penalty: 640.369507
	Iteration 3F: 3 clusters Score -41258.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41329.871094 Penalty: 640.369507
	Iteration 4F: 3 clusters Score -41329.87 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -41419.488281 Penalty: 640.369507
	Iteration 5F: 3 clusters Score -41419.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -41527.019531 Penalty: 640.369507
	Iteration 6F: 3 clusters Score -41527.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -41649.164062 Penalty: 640.369507
	Iteration 7F: 3 clusters Score -41649.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -41702.316406 Penalty: 640.369507
	Iteration 8Q: 3 clusters Score -41702.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -41730.125000 Penalty: 640.369507
	Iteration 9Q: 3 clusters Score -41730.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41754.972656 Penalty: 640.369507
	Iteration 10Q: 3 clusters Score -41754.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41764.218750 Penalty: 640.369507
	Iteration 11Q: 3 clusters Score -41764.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41770.687500 Penalty: 640.369507
	Iteration 12Q: 3 clusters Score -41770.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41773.507812 Penalty: 640.369507
	Iteration 13Q: 3 clusters Score -41773.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41774.359375 Penalty: 640.369507
	Iteration 14Q: 3 clusters Score -41774.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -41775.195312 Penalty: 640.369507
	Iteration 15Q: 3 clusters Score -41775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41775.640625 Penalty: 640.369507
	Iteration 16Q: 3 clusters Score -41775.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41776.226562 Penalty: 640.369507
	Iteration 17Q: 3 clusters Score -41776.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41776.703125 Penalty: 640.369507
	Iteration 18Q: 3 clusters Score -41776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -41777.562500 Penalty: 640.369507
	Iteration 19Q: 3 clusters Score -41777.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41778.121094 Penalty: 640.369507
	Iteration 20F: 3 clusters Score -41778.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -41778.511719 Penalty: 640.369507
	Iteration 21Q: 3 clusters Score -41778.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -41778.808594 Penalty: 640.369507
	Iteration 22Q: 3 clusters Score -41778.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41779.140625 Penalty: 640.369507
	Iteration 23Q: 3 clusters Score -41779.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41779.140625 Penalty: 640.369507
	Iteration 24F: 3 clusters Score -41779.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Entering Unmasked Estep 
Score: -2410664.750000 Penalty: 496.438354
	Iteration 0F: 2 clusters Score -2410665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2373804.750000 Penalty: 992.876709
	Iteration 0F: 3 clusters Score -2373805 nChanged 26511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2389533.500000 Penalty: 992.876709
	Iteration 1F: 3 clusters Score -2389534 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2390248.750000 Penalty: 992.876709
	Iteration 2Q: 3 clusters Score -2390249 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2391513.250000 Penalty: 992.876709
	Iteration 3F: 3 clusters Score -2391513 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2393859.750000 Penalty: 992.876709
	Iteration 4F: 3 clusters Score -2393860 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2397890.250000 Penalty: 992.876709
	Iteration 5F: 3 clusters Score -2397890 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2403277.500000 Penalty: 992.876709
	Iteration 6F: 3 clusters Score -2403278 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2407592.000000 Penalty: 992.876709
	Iteration 7F: 3 clusters Score -2407592 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2409474.250000 Penalty: 992.876709
	Iteration 8Q: 3 clusters Score -2409474 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2410034.000000 Penalty: 992.876709
	Iteration 9Q: 3 clusters Score -2410034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2410155.750000 Penalty: 992.876709
	Iteration 10Q: 3 clusters Score -2410156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2410207.250000 Penalty: 992.876709
	Iteration 11Q: 3 clusters Score -2410207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2410226.000000 Penalty: 992.876709
	Iteration 12Q: 3 clusters Score -2410226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2410236.500000 Penalty: 992.876709
	Iteration 13Q: 3 clusters Score -2410236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2410235.750000 Penalty: 992.876709
	Iteration 14Q: 3 clusters Score -2410236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2410239.500000 Penalty: 992.876709
	Iteration 15Q: 3 clusters Score -2410240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2410239.500000 Penalty: 992.876709
	Iteration 16F: 3 clusters Score -2410240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -384227.093750 Penalty: 409.527588
	Iteration 0F: 2 clusters Score -384227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -378818.718750 Penalty: 819.055176
	Iteration 0F: 3 clusters Score -378818.7 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -380938.406250 Penalty: 819.055176
	Iteration 1F: 3 clusters Score -380938.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -381083.812500 Penalty: 819.055176
	Iteration 2Q: 3 clusters Score -381083.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -381288.718750 Penalty: 819.055176
	Iteration 3F: 3 clusters Score -381288.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -381592.156250 Penalty: 819.055176
	Iteration 4F: 3 clusters Score -381592.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -382022.906250 Penalty: 819.055176
	Iteration 5F: 3 clusters Score -382022.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -382574.625000 Penalty: 819.055176
	Iteration 6F: 3 clusters Score -382574.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -383133.125000 Penalty: 819.055176
	Iteration 7F: 3 clusters Score -383133.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -383529.968750 Penalty: 819.055176
	Iteration 8Q: 3 clusters Score -383530 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -383727.531250 Penalty: 819.055176
	Iteration 9Q: 3 clusters Score -383727.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -383800.937500 Penalty: 819.055176
	Iteration 10Q: 3 clusters Score -383800.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -383835.812500 Penalty: 819.055176
	Iteration 11Q: 3 clusters Score -383835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -383849.843750 Penalty: 819.055176
	Iteration 12Q: 3 clusters Score -383849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -383859.843750 Penalty: 819.055176
	Iteration 13Q: 3 clusters Score -383859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -383862.625000 Penalty: 819.055176
	Iteration 14Q: 3 clusters Score -383862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -383862.687500 Penalty: 819.055176
	Iteration 15Q: 3 clusters Score -383862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -383864.875000 Penalty: 819.055176
	Iteration 16Q: 3 clusters Score -383864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -383868.718750 Penalty: 819.055176
	Iteration 17Q: 3 clusters Score -383868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -383871.156250 Penalty: 819.055176
	Iteration 18Q: 3 clusters Score -383871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -383875.562500 Penalty: 819.055176
	Iteration 19Q: 3 clusters Score -383875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -383880.062500 Penalty: 819.055176
	Iteration 20F: 3 clusters Score -383880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -383882.781250 Penalty: 819.055176
	Iteration 21Q: 3 clusters Score -383882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -383883.843750 Penalty: 819.055176
	Iteration 22Q: 3 clusters Score -383883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -383884.812500 Penalty: 819.055176
	Iteration 23Q: 3 clusters Score -383884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -383884.812500 Penalty: 819.055176
	Iteration 24F: 3 clusters Score -383884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -19605.515625 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -19605.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19139.923828 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -19139.92 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19252.068359 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -19252.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19279.542969 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -19279.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19289.435547 Penalty: 559.898682
	Iteration 3Q: 3 clusters Score -19289.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19292.484375 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -19292.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19296.189453 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -19296.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19299.101562 Penalty: 559.898682
	Iteration 6Q: 3 clusters Score -19299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19300.070312 Penalty: 559.898682
	Iteration 7Q: 3 clusters Score -19300.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19300.380859 Penalty: 559.898682
	Iteration 8Q: 3 clusters Score -19300.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19304.064453 Penalty: 559.898682
	Iteration 9Q: 3 clusters Score -19304.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19308.052734 Penalty: 559.898682
	Iteration 10Q: 3 clusters Score -19308.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19311.830078 Penalty: 559.898682
	Iteration 11Q: 3 clusters Score -19311.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19317.869141 Penalty: 559.898682
	Iteration 12Q: 3 clusters Score -19317.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19323.119141 Penalty: 559.898682
	Iteration 13Q: 3 clusters Score -19323.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19324.449219 Penalty: 559.898682
	Iteration 14Q: 3 clusters Score -19324.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19326.753906 Penalty: 559.898682
	Iteration 15Q: 3 clusters Score -19326.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19330.503906 Penalty: 559.898682
	Iteration 16Q: 3 clusters Score -19330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19332.439453 Penalty: 559.898682
	Iteration 17Q: 3 clusters Score -19332.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19334.087891 Penalty: 559.898682
	Iteration 18Q: 3 clusters Score -19334.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19334.087891 Penalty: 559.898682
	Iteration 19F: 3 clusters Score -19334.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -50692.578125 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -50692.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -49730.417969 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -49730.42 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -50017.378906 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -50017.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50083.382812 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -50083.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -50132.742188 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -50132.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50180.988281 Penalty: 647.147583
	Iteration 4F: 3 clusters Score -50180.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -50223.578125 Penalty: 647.147583
	Iteration 5Q: 3 clusters Score -50223.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50269.621094 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -50269.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50305.167969 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -50305.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50323.910156 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -50323.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50333.476562 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -50333.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -50337.496094 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -50337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50343.113281 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -50343.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50346.996094 Penalty: 647.147583
	Iteration 12Q: 3 clusters Score -50347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50349.671875 Penalty: 647.147583
	Iteration 13Q: 3 clusters Score -50349.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50352.175781 Penalty: 647.147583
	Iteration 14Q: 3 clusters Score -50352.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50355.316406 Penalty: 647.147583
	Iteration 15Q: 3 clusters Score -50355.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50355.933594 Penalty: 647.147583
	Iteration 16Q: 3 clusters Score -50355.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50357.828125 Penalty: 647.147583
	Iteration 17Q: 3 clusters Score -50357.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50359.789062 Penalty: 647.147583
	Iteration 18Q: 3 clusters Score -50359.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50362.050781 Penalty: 647.147583
	Iteration 19Q: 3 clusters Score -50362.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50365.300781 Penalty: 647.147583
	Iteration 20F: 3 clusters Score -50365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50369.917969 Penalty: 647.147583
	Iteration 21Q: 3 clusters Score -50369.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50372.894531 Penalty: 647.147583
	Iteration 22Q: 3 clusters Score -50372.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50375.113281 Penalty: 647.147583
	Iteration 23Q: 3 clusters Score -50375.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50377.398438 Penalty: 647.147583
	Iteration 24Q: 3 clusters Score -50377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50378.636719 Penalty: 647.147583
	Iteration 25Q: 3 clusters Score -50378.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50379.054688 Penalty: 647.147583
	Iteration 26Q: 3 clusters Score -50379.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50379.054688 Penalty: 647.147583
	Iteration 27F: 3 clusters Score -50379.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3218.481934 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3218.482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3243.773682 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3243.774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3250.248535 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -3250.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3250.897217 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3250.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3252.569092 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3252.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3256.074707 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -3256.075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3261.306396 Penalty: 417.232056
	Iteration 6Q: 3 clusters Score -3261.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3261.306396 Penalty: 417.232056
	Iteration 7F: 3 clusters Score -3261.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -92668.687500 Penalty: 346.090637
	Iteration 0F: 2 clusters Score -92668.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -91238.382812 Penalty: 692.181274
	Iteration 0F: 3 clusters Score -91238.38 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -91687.531250 Penalty: 692.181274
	Iteration 1F: 3 clusters Score -91687.53 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -91770.085938 Penalty: 692.181274
	Iteration 2F: 3 clusters Score -91770.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -91827.812500 Penalty: 692.181274
	Iteration 3F: 3 clusters Score -91827.81 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91880.375000 Penalty: 692.181274
	Iteration 4Q: 3 clusters Score -91880.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -91924.218750 Penalty: 692.181274
	Iteration 5Q: 3 clusters Score -91924.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -91974.515625 Penalty: 692.181274
	Iteration 6Q: 3 clusters Score -91974.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92049.679688 Penalty: 692.181274
	Iteration 7Q: 3 clusters Score -92049.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92107.906250 Penalty: 692.181274
	Iteration 8Q: 3 clusters Score -92107.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92141.039062 Penalty: 692.181274
	Iteration 9Q: 3 clusters Score -92141.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -92163.765625 Penalty: 692.181274
	Iteration 10Q: 3 clusters Score -92163.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92183.539062 Penalty: 692.181274
	Iteration 11Q: 3 clusters Score -92183.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92196.695312 Penalty: 692.181274
	Iteration 12Q: 3 clusters Score -92196.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92205.804688 Penalty: 692.181274
	Iteration 13Q: 3 clusters Score -92205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92211.789062 Penalty: 692.181274
	Iteration 14Q: 3 clusters Score -92211.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92215.945312 Penalty: 692.181274
	Iteration 15Q: 3 clusters Score -92215.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92217.968750 Penalty: 692.181274
	Iteration 16Q: 3 clusters Score -92217.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92220.070312 Penalty: 692.181274
	Iteration 17Q: 3 clusters Score -92220.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92221.265625 Penalty: 692.181274
	Iteration 18Q: 3 clusters Score -92221.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92222.000000 Penalty: 692.181274
	Iteration 19Q: 3 clusters Score -92222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92223.632812 Penalty: 692.181274
	Iteration 20F: 3 clusters Score -92223.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92226.492188 Penalty: 692.181274
	Iteration 21Q: 3 clusters Score -92226.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92231.539062 Penalty: 692.181274
	Iteration 22Q: 3 clusters Score -92231.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92236.382812 Penalty: 692.181274
	Iteration 23Q: 3 clusters Score -92236.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92239.585938 Penalty: 692.181274
	Iteration 24Q: 3 clusters Score -92239.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92241.164062 Penalty: 692.181274
	Iteration 25Q: 3 clusters Score -92241.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92244.835938 Penalty: 692.181274
	Iteration 26Q: 3 clusters Score -92244.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92251.523438 Penalty: 692.181274
	Iteration 27Q: 3 clusters Score -92251.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92257.179688 Penalty: 692.181274
	Iteration 28Q: 3 clusters Score -92257.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92261.031250 Penalty: 692.181274
	Iteration 29Q: 3 clusters Score -92261.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92263.914062 Penalty: 692.181274
	Iteration 30Q: 3 clusters Score -92263.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92266.765625 Penalty: 692.181274
	Iteration 31Q: 3 clusters Score -92266.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92268.687500 Penalty: 692.181274
	Iteration 32Q: 3 clusters Score -92268.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92269.929688 Penalty: 692.181274
	Iteration 33Q: 3 clusters Score -92269.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92272.390625 Penalty: 692.181274
	Iteration 34Q: 3 clusters Score -92272.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92273.445312 Penalty: 692.181274
	Iteration 35Q: 3 clusters Score -92273.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92274.070312 Penalty: 692.181274
	Iteration 36Q: 3 clusters Score -92274.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92274.187500 Penalty: 692.181274
	Iteration 37Q: 3 clusters Score -92274.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92274.421875 Penalty: 692.181274
	Iteration 38Q: 3 clusters Score -92274.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92275.210938 Penalty: 692.181274
	Iteration 39Q: 3 clusters Score -92275.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92276.750000 Penalty: 692.181274
	Iteration 40F: 3 clusters Score -92276.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92278.992188 Penalty: 692.181274
	Iteration 41Q: 3 clusters Score -92278.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92280.414062 Penalty: 692.181274
	Iteration 42Q: 3 clusters Score -92280.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92281.078125 Penalty: 692.181274
	Iteration 43Q: 3 clusters Score -92281.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92282.632812 Penalty: 692.181274
	Iteration 44Q: 3 clusters Score -92282.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92286.164062 Penalty: 692.181274
	Iteration 45Q: 3 clusters Score -92286.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92290.234375 Penalty: 692.181274
	Iteration 46Q: 3 clusters Score -92290.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92292.046875 Penalty: 692.181274
	Iteration 47Q: 3 clusters Score -92292.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -92294.109375 Penalty: 692.181274
	Iteration 48Q: 3 clusters Score -92294.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -92297.085938 Penalty: 692.181274
	Iteration 49Q: 3 clusters Score -92297.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -92300.921875 Penalty: 692.181274
	Iteration 50Q: 3 clusters Score -92300.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92306.539062 Penalty: 692.181274
	Iteration 51Q: 3 clusters Score -92306.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92309.101562 Penalty: 692.181274
	Iteration 52Q: 3 clusters Score -92309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -92311.960938 Penalty: 692.181274
	Iteration 53Q: 3 clusters Score -92311.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -92314.718750 Penalty: 692.181274
	Iteration 54Q: 3 clusters Score -92314.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -92317.726562 Penalty: 692.181274
	Iteration 55Q: 3 clusters Score -92317.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -92319.242188 Penalty: 692.181274
	Iteration 56Q: 3 clusters Score -92319.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -92321.156250 Penalty: 692.181274
	Iteration 57Q: 3 clusters Score -92321.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -92322.796875 Penalty: 692.181274
	Iteration 58Q: 3 clusters Score -92322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -92326.070312 Penalty: 692.181274
	Iteration 59Q: 3 clusters Score -92326.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -92330.312500 Penalty: 692.181274
	Iteration 60F: 3 clusters Score -92330.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -92332.929688 Penalty: 692.181274
	Iteration 61Q: 3 clusters Score -92332.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -92334.375000 Penalty: 692.181274
	Iteration 62Q: 3 clusters Score -92334.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -92335.937500 Penalty: 692.181274
	Iteration 63Q: 3 clusters Score -92335.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -92336.882812 Penalty: 692.181274
	Iteration 64Q: 3 clusters Score -92336.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -92338.187500 Penalty: 692.181274
	Iteration 65Q: 3 clusters Score -92338.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -92340.046875 Penalty: 692.181274
	Iteration 66Q: 3 clusters Score -92340.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -92343.960938 Penalty: 692.181274
	Iteration 67Q: 3 clusters Score -92343.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -92346.148438 Penalty: 692.181274
	Iteration 68Q: 3 clusters Score -92346.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -92349.039062 Penalty: 692.181274
	Iteration 69Q: 3 clusters Score -92349.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -92351.125000 Penalty: 692.181274
	Iteration 70Q: 3 clusters Score -92351.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -92354.828125 Penalty: 692.181274
	Iteration 71Q: 3 clusters Score -92354.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -92356.445312 Penalty: 692.181274
	Iteration 72Q: 3 clusters Score -92356.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -92357.976562 Penalty: 692.181274
	Iteration 73Q: 3 clusters Score -92357.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -92359.007812 Penalty: 692.181274
	Iteration 74Q: 3 clusters Score -92359.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -92359.820312 Penalty: 692.181274
	Iteration 75Q: 3 clusters Score -92359.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -92359.820312 Penalty: 692.181274
	Iteration 76F: 3 clusters Score -92359.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Entering Unmasked Estep 
Score: -376913.031250 Penalty: 412.692200
	Iteration 0F: 2 clusters Score -376913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -371105.156250 Penalty: 825.384399
	Iteration 0F: 3 clusters Score -371105.2 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -373379.406250 Penalty: 825.384399
	Iteration 1F: 3 clusters Score -373379.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -373475.718750 Penalty: 825.384399
	Iteration 2Q: 3 clusters Score -373475.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -373570.093750 Penalty: 825.384399
	Iteration 3Q: 3 clusters Score -373570.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -373670.250000 Penalty: 825.384399
	Iteration 4Q: 3 clusters Score -373670.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -373795.531250 Penalty: 825.384399
	Iteration 5Q: 3 clusters Score -373795.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -373976.187500 Penalty: 825.384399
	Iteration 6Q: 3 clusters Score -373976.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -374256.000000 Penalty: 825.384399
	Iteration 7F: 3 clusters Score -374256 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -374652.468750 Penalty: 825.384399
	Iteration 8F: 3 clusters Score -374652.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -375132.125000 Penalty: 825.384399
	Iteration 9F: 3 clusters Score -375132.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -375615.562500 Penalty: 825.384399
	Iteration 10F: 3 clusters Score -375615.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -376037.531250 Penalty: 825.384399
	Iteration 11F: 3 clusters Score -376037.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -376319.625000 Penalty: 825.384399
	Iteration 12Q: 3 clusters Score -376319.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -376439.812500 Penalty: 825.384399
	Iteration 13Q: 3 clusters Score -376439.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -376504.281250 Penalty: 825.384399
	Iteration 14Q: 3 clusters Score -376504.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -376541.875000 Penalty: 825.384399
	Iteration 15Q: 3 clusters Score -376541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -376551.750000 Penalty: 825.384399
	Iteration 16Q: 3 clusters Score -376551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -376556.968750 Penalty: 825.384399
	Iteration 17Q: 3 clusters Score -376557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -376559.843750 Penalty: 825.384399
	Iteration 18Q: 3 clusters Score -376559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -376561.000000 Penalty: 825.384399
	Iteration 19Q: 3 clusters Score -376561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -376564.156250 Penalty: 825.384399
	Iteration 20F: 3 clusters Score -376564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -158186.718750 Penalty: 372.089722
	Iteration 0F: 2 clusters Score -158186.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -155719.078125 Penalty: 744.179443
	Iteration 0F: 3 clusters Score -155719.1 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -156532.062500 Penalty: 744.179443
	Iteration 1F: 3 clusters Score -156532.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -156609.390625 Penalty: 744.179443
	Iteration 2Q: 3 clusters Score -156609.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -156683.375000 Penalty: 744.179443
	Iteration 3Q: 3 clusters Score -156683.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -156783.078125 Penalty: 744.179443
	Iteration 4Q: 3 clusters Score -156783.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -156896.343750 Penalty: 744.179443
	Iteration 5F: 3 clusters Score -156896.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -157001.687500 Penalty: 744.179443
	Iteration 6Q: 3 clusters Score -157001.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -157117.125000 Penalty: 744.179443
	Iteration 7Q: 3 clusters Score -157117.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -157246.015625 Penalty: 744.179443
	Iteration 8F: 3 clusters Score -157246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -157360.734375 Penalty: 744.179443
	Iteration 9F: 3 clusters Score -157360.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -157458.984375 Penalty: 744.179443
	Iteration 10Q: 3 clusters Score -157459 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -157525.906250 Penalty: 744.179443
	Iteration 11Q: 3 clusters Score -157525.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -157565.203125 Penalty: 744.179443
	Iteration 12Q: 3 clusters Score -157565.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -157592.187500 Penalty: 744.179443
	Iteration 13Q: 3 clusters Score -157592.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -157613.703125 Penalty: 744.179443
	Iteration 14Q: 3 clusters Score -157613.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -157630.515625 Penalty: 744.179443
	Iteration 15Q: 3 clusters Score -157630.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -157644.906250 Penalty: 744.179443
	Iteration 16Q: 3 clusters Score -157644.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -157657.968750 Penalty: 744.179443
	Iteration 17Q: 3 clusters Score -157658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -157668.890625 Penalty: 744.179443
	Iteration 18Q: 3 clusters Score -157668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -157678.453125 Penalty: 744.179443
	Iteration 19Q: 3 clusters Score -157678.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -157687.343750 Penalty: 744.179443
	Iteration 20F: 3 clusters Score -157687.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -157694.703125 Penalty: 744.179443
	Iteration 21Q: 3 clusters Score -157694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -157699.687500 Penalty: 744.179443
	Iteration 22Q: 3 clusters Score -157699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -157702.109375 Penalty: 744.179443
	Iteration 23Q: 3 clusters Score -157702.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -157703.156250 Penalty: 744.179443
	Iteration 24Q: 3 clusters Score -157703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -157704.796875 Penalty: 744.179443
	Iteration 25Q: 3 clusters Score -157704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -157705.359375 Penalty: 744.179443
	Iteration 26Q: 3 clusters Score -157705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -157705.718750 Penalty: 744.179443
	Iteration 27Q: 3 clusters Score -157705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -157706.281250 Penalty: 744.179443
	Iteration 28Q: 3 clusters Score -157706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -157706.750000 Penalty: 744.179443
	Iteration 29Q: 3 clusters Score -157706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -157707.171875 Penalty: 744.179443
	Iteration 30Q: 3 clusters Score -157707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -157707.406250 Penalty: 744.179443
	Iteration 31Q: 3 clusters Score -157707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -157707.421875 Penalty: 744.179443
	Iteration 32Q: 3 clusters Score -157707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -157707.703125 Penalty: 744.179443
	Iteration 33Q: 3 clusters Score -157707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -157707.843750 Penalty: 744.179443
	Iteration 34Q: 3 clusters Score -157707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -157707.843750 Penalty: 744.179443
	Iteration 35F: 3 clusters Score -157707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Entering Unmasked Estep 
Score: -1432467.000000 Penalty: 472.370483
	Iteration 0F: 2 clusters Score -1432467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1411027.750000 Penalty: 944.740967
	Iteration 0F: 3 clusters Score -1411028 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1419744.375000 Penalty: 944.740967
	Iteration 1F: 3 clusters Score -1419744 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1420069.875000 Penalty: 944.740967
	Iteration 2Q: 3 clusters Score -1420070 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1420423.375000 Penalty: 944.740967
	Iteration 3Q: 3 clusters Score -1420423 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1420828.375000 Penalty: 944.740967
	Iteration 4Q: 3 clusters Score -1420828 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1421404.625000 Penalty: 944.740967
	Iteration 5Q: 3 clusters Score -1421405 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1422291.625000 Penalty: 944.740967
	Iteration 6Q: 3 clusters Score -1422292 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1423547.125000 Penalty: 944.740967
	Iteration 7F: 3 clusters Score -1423547 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1424878.250000 Penalty: 944.740967
	Iteration 8F: 3 clusters Score -1424878 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1425693.125000 Penalty: 944.740967
	Iteration 9F: 3 clusters Score -1425693 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1425980.375000 Penalty: 944.740967
	Iteration 10Q: 3 clusters Score -1425980 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1426063.375000 Penalty: 944.740967
	Iteration 11Q: 3 clusters Score -1426063 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1426094.625000 Penalty: 944.740967
	Iteration 12Q: 3 clusters Score -1426095 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1426133.000000 Penalty: 944.740967
	Iteration 13Q: 3 clusters Score -1426133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1426161.375000 Penalty: 944.740967
	Iteration 14Q: 3 clusters Score -1426161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1426192.625000 Penalty: 944.740967
	Iteration 15Q: 3 clusters Score -1426193 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1426239.375000 Penalty: 944.740967
	Iteration 16Q: 3 clusters Score -1426239 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1426280.875000 Penalty: 944.740967
	Iteration 17Q: 3 clusters Score -1426281 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1426323.250000 Penalty: 944.740967
	Iteration 18Q: 3 clusters Score -1426323 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1426361.125000 Penalty: 944.740967
	Iteration 19Q: 3 clusters Score -1426361 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1426430.250000 Penalty: 944.740967
	Iteration 20F: 3 clusters Score -1426430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1426493.000000 Penalty: 944.740967
	Iteration 21Q: 3 clusters Score -1426493 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1426568.250000 Penalty: 944.740967
	Iteration 22Q: 3 clusters Score -1426568 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1426682.125000 Penalty: 944.740967
	Iteration 23Q: 3 clusters Score -1426682 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1426792.000000 Penalty: 944.740967
	Iteration 24Q: 3 clusters Score -1426792 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1426928.375000 Penalty: 944.740967
	Iteration 25Q: 3 clusters Score -1426928 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1427083.750000 Penalty: 944.740967
	Iteration 26Q: 3 clusters Score -1427084 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1427258.125000 Penalty: 944.740967
	Iteration 27Q: 3 clusters Score -1427258 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1427468.875000 Penalty: 944.740967
	Iteration 28Q: 3 clusters Score -1427469 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1427693.875000 Penalty: 944.740967
	Iteration 29Q: 3 clusters Score -1427694 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1427958.500000 Penalty: 944.740967
	Iteration 30Q: 3 clusters Score -1427958 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1428234.375000 Penalty: 944.740967
	Iteration 31Q: 3 clusters Score -1428234 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1428548.250000 Penalty: 944.740967
	Iteration 32Q: 3 clusters Score -1428548 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1428901.250000 Penalty: 944.740967
	Iteration 33Q: 3 clusters Score -1428901 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1429308.750000 Penalty: 944.740967
	Iteration 34Q: 3 clusters Score -1429309 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1429774.625000 Penalty: 944.740967
	Iteration 35Q: 3 clusters Score -1429775 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1430200.625000 Penalty: 944.740967
	Iteration 36Q: 3 clusters Score -1430201 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1430611.625000 Penalty: 944.740967
	Iteration 37Q: 3 clusters Score -1430612 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1430927.125000 Penalty: 944.740967
	Iteration 38Q: 3 clusters Score -1430927 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1431181.750000 Penalty: 944.740967
	Iteration 39Q: 3 clusters Score -1431182 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1431426.000000 Penalty: 944.740967
	Iteration 40F: 3 clusters Score -1431426 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1431628.000000 Penalty: 944.740967
	Iteration 41Q: 3 clusters Score -1431628 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1431781.000000 Penalty: 944.740967
	Iteration 42Q: 3 clusters Score -1431781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1431886.750000 Penalty: 944.740967
	Iteration 43Q: 3 clusters Score -1431887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1431962.250000 Penalty: 944.740967
	Iteration 44Q: 3 clusters Score -1431962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1432013.500000 Penalty: 944.740967
	Iteration 45Q: 3 clusters Score -1432014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1432042.375000 Penalty: 944.740967
	Iteration 46Q: 3 clusters Score -1432042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1432053.750000 Penalty: 944.740967
	Iteration 47Q: 3 clusters Score -1432054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1432065.375000 Penalty: 944.740967
	Iteration 48Q: 3 clusters Score -1432065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1432066.500000 Penalty: 944.740967
	Iteration 49Q: 3 clusters Score -1432066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1432067.875000 Penalty: 944.740967
	Iteration 50Q: 3 clusters Score -1432068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1432067.875000 Penalty: 944.740967
	Iteration 51F: 3 clusters Score -1432068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -80645.296875 Penalty: 341.824097
	Iteration 0F: 2 clusters Score -80645.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -79312.523438 Penalty: 683.648193
	Iteration 0F: 3 clusters Score -79312.52 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -79739.867188 Penalty: 683.648193
	Iteration 1F: 3 clusters Score -79739.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -79806.320312 Penalty: 683.648193
	Iteration 2F: 3 clusters Score -79806.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -79879.148438 Penalty: 683.648193
	Iteration 3F: 3 clusters Score -79879.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -79933.414062 Penalty: 683.648193
	Iteration 4Q: 3 clusters Score -79933.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -79983.835938 Penalty: 683.648193
	Iteration 5Q: 3 clusters Score -79983.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -80048.734375 Penalty: 683.648193
	Iteration 6Q: 3 clusters Score -80048.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -80133.640625 Penalty: 683.648193
	Iteration 7F: 3 clusters Score -80133.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -80198.617188 Penalty: 683.648193
	Iteration 8Q: 3 clusters Score -80198.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -80243.835938 Penalty: 683.648193
	Iteration 9Q: 3 clusters Score -80243.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -80279.296875 Penalty: 683.648193
	Iteration 10Q: 3 clusters Score -80279.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -80297.359375 Penalty: 683.648193
	Iteration 11Q: 3 clusters Score -80297.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -80312.382812 Penalty: 683.648193
	Iteration 12Q: 3 clusters Score -80312.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -80323.562500 Penalty: 683.648193
	Iteration 13Q: 3 clusters Score -80323.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -80333.421875 Penalty: 683.648193
	Iteration 14Q: 3 clusters Score -80333.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -80339.117188 Penalty: 683.648193
	Iteration 15Q: 3 clusters Score -80339.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -80339.960938 Penalty: 683.648193
	Iteration 16Q: 3 clusters Score -80339.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -80339.960938 Penalty: 683.648193
	Iteration 17F: 3 clusters Score -80339.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Entering Unmasked Estep 
Score: -815494.875000 Penalty: 448.392029
	Iteration 0F: 2 clusters Score -815494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -802777.875000 Penalty: 896.784058
	Iteration 0F: 3 clusters Score -802777.9 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -808111.187500 Penalty: 896.784058
	Iteration 1F: 3 clusters Score -808111.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -808656.750000 Penalty: 896.784058
	Iteration 2Q: 3 clusters Score -808656.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -809514.312500 Penalty: 896.784058
	Iteration 3F: 3 clusters Score -809514.3 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -810564.000000 Penalty: 896.784058
	Iteration 4F: 3 clusters Score -810564 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -811685.000000 Penalty: 896.784058
	Iteration 5F: 3 clusters Score -811685 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -812559.562500 Penalty: 896.784058
	Iteration 6F: 3 clusters Score -812559.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -813041.437500 Penalty: 896.784058
	Iteration 7F: 3 clusters Score -813041.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -813286.000000 Penalty: 896.784058
	Iteration 8Q: 3 clusters Score -813286 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -813441.375000 Penalty: 896.784058
	Iteration 9Q: 3 clusters Score -813441.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -813580.562500 Penalty: 896.784058
	Iteration 10Q: 3 clusters Score -813580.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -813733.125000 Penalty: 896.784058
	Iteration 11Q: 3 clusters Score -813733.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -813893.437500 Penalty: 896.784058
	Iteration 12Q: 3 clusters Score -813893.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -814043.562500 Penalty: 896.784058
	Iteration 13Q: 3 clusters Score -814043.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -814183.500000 Penalty: 896.784058
	Iteration 14Q: 3 clusters Score -814183.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -814291.500000 Penalty: 896.784058
	Iteration 15Q: 3 clusters Score -814291.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -814374.312500 Penalty: 896.784058
	Iteration 16Q: 3 clusters Score -814374.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -814446.125000 Penalty: 896.784058
	Iteration 17Q: 3 clusters Score -814446.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -814506.625000 Penalty: 896.784058
	Iteration 18Q: 3 clusters Score -814506.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -814567.562500 Penalty: 896.784058
	Iteration 19Q: 3 clusters Score -814567.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -814618.937500 Penalty: 896.784058
	Iteration 20F: 3 clusters Score -814618.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -814662.312500 Penalty: 896.784058
	Iteration 21Q: 3 clusters Score -814662.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -814711.062500 Penalty: 896.784058
	Iteration 22Q: 3 clusters Score -814711.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -814751.187500 Penalty: 896.784058
	Iteration 23Q: 3 clusters Score -814751.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -814789.937500 Penalty: 896.784058
	Iteration 24Q: 3 clusters Score -814789.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -814824.062500 Penalty: 896.784058
	Iteration 25Q: 3 clusters Score -814824.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -814855.375000 Penalty: 896.784058
	Iteration 26Q: 3 clusters Score -814855.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -814889.250000 Penalty: 896.784058
	Iteration 27Q: 3 clusters Score -814889.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -814924.187500 Penalty: 896.784058
	Iteration 28Q: 3 clusters Score -814924.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -814964.375000 Penalty: 896.784058
	Iteration 29Q: 3 clusters Score -814964.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -814992.562500 Penalty: 896.784058
	Iteration 30Q: 3 clusters Score -814992.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -815021.125000 Penalty: 896.784058
	Iteration 31Q: 3 clusters Score -815021.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -815045.125000 Penalty: 896.784058
	Iteration 32Q: 3 clusters Score -815045.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -815066.062500 Penalty: 896.784058
	Iteration 33Q: 3 clusters Score -815066.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -815093.312500 Penalty: 896.784058
	Iteration 34Q: 3 clusters Score -815093.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -815122.375000 Penalty: 896.784058
	Iteration 35Q: 3 clusters Score -815122.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -815145.625000 Penalty: 896.784058
	Iteration 36Q: 3 clusters Score -815145.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -815162.187500 Penalty: 896.784058
	Iteration 37Q: 3 clusters Score -815162.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -815186.875000 Penalty: 896.784058
	Iteration 38Q: 3 clusters Score -815186.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -815206.437500 Penalty: 896.784058
	Iteration 39Q: 3 clusters Score -815206.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -815228.562500 Penalty: 896.784058
	Iteration 40F: 3 clusters Score -815228.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -815247.875000 Penalty: 896.784058
	Iteration 41Q: 3 clusters Score -815247.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -815265.187500 Penalty: 896.784058
	Iteration 42Q: 3 clusters Score -815265.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -815280.437500 Penalty: 896.784058
	Iteration 43Q: 3 clusters Score -815280.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -815291.687500 Penalty: 896.784058
	Iteration 44Q: 3 clusters Score -815291.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -815301.750000 Penalty: 896.784058
	Iteration 45Q: 3 clusters Score -815301.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -815309.625000 Penalty: 896.784058
	Iteration 46Q: 3 clusters Score -815309.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -815315.375000 Penalty: 896.784058
	Iteration 47Q: 3 clusters Score -815315.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -815326.187500 Penalty: 896.784058
	Iteration 48Q: 3 clusters Score -815326.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -815330.687500 Penalty: 896.784058
	Iteration 49Q: 3 clusters Score -815330.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -815337.125000 Penalty: 896.784058
	Iteration 50Q: 3 clusters Score -815337.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -815347.750000 Penalty: 896.784058
	Iteration 51Q: 3 clusters Score -815347.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -815351.625000 Penalty: 896.784058
	Iteration 52Q: 3 clusters Score -815351.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -815350.812500 Penalty: 896.784058
	Iteration 53Q: 3 clusters Score -815350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -815354.875000 Penalty: 896.784058
	Iteration 54Q: 3 clusters Score -815354.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -815362.062500 Penalty: 896.784058
	Iteration 55Q: 3 clusters Score -815362.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -815368.187500 Penalty: 896.784058
	Iteration 56Q: 3 clusters Score -815368.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -815371.250000 Penalty: 896.784058
	Iteration 57Q: 3 clusters Score -815371.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -815377.062500 Penalty: 896.784058
	Iteration 58Q: 3 clusters Score -815377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -815375.750000 Penalty: 896.784058
	Iteration 59Q: 3 clusters Score -815375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -815378.875000 Penalty: 896.784058
	Iteration 60F: 3 clusters Score -815378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -815381.937500 Penalty: 896.784058
	Iteration 61Q: 3 clusters Score -815381.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -815387.312500 Penalty: 896.784058
	Iteration 62Q: 3 clusters Score -815387.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -815391.687500 Penalty: 896.784058
	Iteration 63Q: 3 clusters Score -815391.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -815392.375000 Penalty: 896.784058
	Iteration 64Q: 3 clusters Score -815392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -815396.812500 Penalty: 896.784058
	Iteration 65Q: 3 clusters Score -815396.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -815396.500000 Penalty: 896.784058
	Iteration 66Q: 3 clusters Score -815396.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -815395.812500 Penalty: 896.784058
	Iteration 67Q: 3 clusters Score -815395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -815395.062500 Penalty: 896.784058
	Iteration 68Q: 3 clusters Score -815395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -815396.562500 Penalty: 896.784058
	Iteration 69Q: 3 clusters Score -815396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -815396.375000 Penalty: 896.784058
	Iteration 70Q: 3 clusters Score -815396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -815397.625000 Penalty: 896.784058
	Iteration 71Q: 3 clusters Score -815397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -815396.500000 Penalty: 896.784058
	Iteration 72Q: 3 clusters Score -815396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -815397.625000 Penalty: 896.784058
	Iteration 73Q: 3 clusters Score -815397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -815399.000000 Penalty: 896.784058
	Iteration 74Q: 3 clusters Score -815399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -815398.375000 Penalty: 896.784058
	Iteration 75Q: 3 clusters Score -815398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -815401.125000 Penalty: 896.784058
	Iteration 76Q: 3 clusters Score -815401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -815403.625000 Penalty: 896.784058
	Iteration 77Q: 3 clusters Score -815403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -815404.500000 Penalty: 896.784058
	Iteration 78Q: 3 clusters Score -815404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -815405.375000 Penalty: 896.784058
	Iteration 79Q: 3 clusters Score -815405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -815405.250000 Penalty: 896.784058
	Iteration 80F: 3 clusters Score -815405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -815405.687500 Penalty: 896.784058
	Iteration 81Q: 3 clusters Score -815405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -815405.687500 Penalty: 896.784058
	Iteration 82Q: 3 clusters Score -815405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -815407.625000 Penalty: 896.784058
	Iteration 83Q: 3 clusters Score -815407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -815409.437500 Penalty: 896.784058
	Iteration 84Q: 3 clusters Score -815409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -815409.937500 Penalty: 896.784058
	Iteration 85Q: 3 clusters Score -815409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -815407.687500 Penalty: 896.784058
	Iteration 86Q: 3 clusters Score -815407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -815409.937500 Penalty: 896.784058
	Iteration 87Q: 3 clusters Score -815409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -815410.250000 Penalty: 896.784058
	Iteration 88Q: 3 clusters Score -815410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -815409.500000 Penalty: 896.784058
	Iteration 89Q: 3 clusters Score -815409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -815409.625000 Penalty: 896.784058
	Iteration 90Q: 3 clusters Score -815409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -815409.187500 Penalty: 896.784058
	Iteration 91Q: 3 clusters Score -815409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -815409.187500 Penalty: 896.784058
	Iteration 92F: 3 clusters Score -815409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -110491.593750 Penalty: 357.532990
	Iteration 0F: 2 clusters Score -110491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -108661.609375 Penalty: 715.065979
	Iteration 0F: 3 clusters Score -108661.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -109293.453125 Penalty: 715.065979
	Iteration 1F: 3 clusters Score -109293.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -109383.687500 Penalty: 715.065979
	Iteration 2F: 3 clusters Score -109383.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -109457.406250 Penalty: 715.065979
	Iteration 3F: 3 clusters Score -109457.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -109528.304688 Penalty: 715.065979
	Iteration 4Q: 3 clusters Score -109528.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -109623.539062 Penalty: 715.065979
	Iteration 5Q: 3 clusters Score -109623.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -109777.914062 Penalty: 715.065979
	Iteration 6F: 3 clusters Score -109777.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -109935.851562 Penalty: 715.065979
	Iteration 7F: 3 clusters Score -109935.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -110019.796875 Penalty: 715.065979
	Iteration 8Q: 3 clusters Score -110019.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -110070.750000 Penalty: 715.065979
	Iteration 9Q: 3 clusters Score -110070.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -110107.671875 Penalty: 715.065979
	Iteration 10Q: 3 clusters Score -110107.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -110139.351562 Penalty: 715.065979
	Iteration 11Q: 3 clusters Score -110139.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -110181.414062 Penalty: 715.065979
	Iteration 12Q: 3 clusters Score -110181.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -110208.179688 Penalty: 715.065979
	Iteration 13Q: 3 clusters Score -110208.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -110219.007812 Penalty: 715.065979
	Iteration 14Q: 3 clusters Score -110219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -110223.398438 Penalty: 715.065979
	Iteration 15Q: 3 clusters Score -110223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -110227.273438 Penalty: 715.065979
	Iteration 16Q: 3 clusters Score -110227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -110229.468750 Penalty: 715.065979
	Iteration 17Q: 3 clusters Score -110229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -110231.617188 Penalty: 715.065979
	Iteration 18Q: 3 clusters Score -110231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -110233.937500 Penalty: 715.065979
	Iteration 19Q: 3 clusters Score -110233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -110234.828125 Penalty: 715.065979
	Iteration 20F: 3 clusters Score -110234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -110235.796875 Penalty: 715.065979
	Iteration 21Q: 3 clusters Score -110235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -110236.515625 Penalty: 715.065979
	Iteration 22Q: 3 clusters Score -110236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -110237.125000 Penalty: 715.065979
	Iteration 23Q: 3 clusters Score -110237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -110237.210938 Penalty: 715.065979
	Iteration 24Q: 3 clusters Score -110237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -110238.007812 Penalty: 715.065979
	Iteration 25Q: 3 clusters Score -110238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -110238.625000 Penalty: 715.065979
	Iteration 26Q: 3 clusters Score -110238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -110239.625000 Penalty: 715.065979
	Iteration 27Q: 3 clusters Score -110239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -110240.359375 Penalty: 715.065979
	Iteration 28Q: 3 clusters Score -110240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -110242.367188 Penalty: 715.065979
	Iteration 29Q: 3 clusters Score -110242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -110243.656250 Penalty: 715.065979
	Iteration 30Q: 3 clusters Score -110243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -110243.750000 Penalty: 715.065979
	Iteration 31Q: 3 clusters Score -110243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -110244.601562 Penalty: 715.065979
	Iteration 32Q: 3 clusters Score -110244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -110244.750000 Penalty: 715.065979
	Iteration 33Q: 3 clusters Score -110244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -110244.750000 Penalty: 715.065979
	Iteration 34F: 3 clusters Score -110244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Entering Unmasked Estep 
Score: -1060509.000000 Penalty: 459.388947
	Iteration 0F: 2 clusters Score -1060509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1044343.250000 Penalty: 918.777893
	Iteration 0F: 3 clusters Score -1044343 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1050973.875000 Penalty: 918.777893
	Iteration 1F: 3 clusters Score -1050974 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1051314.250000 Penalty: 918.777893
	Iteration 2Q: 3 clusters Score -1051314 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1051872.250000 Penalty: 918.777893
	Iteration 3F: 3 clusters Score -1051872 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1052849.500000 Penalty: 918.777893
	Iteration 4F: 3 clusters Score -1052850 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1054444.750000 Penalty: 918.777893
	Iteration 5F: 3 clusters Score -1054445 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1056627.000000 Penalty: 918.777893
	Iteration 6F: 3 clusters Score -1056627 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1058625.250000 Penalty: 918.777893
	Iteration 7F: 3 clusters Score -1058625 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1059638.625000 Penalty: 918.777893
	Iteration 8Q: 3 clusters Score -1059639 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1059965.000000 Penalty: 918.777893
	Iteration 9Q: 3 clusters Score -1059965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1060052.000000 Penalty: 918.777893
	Iteration 10Q: 3 clusters Score -1060052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1060075.625000 Penalty: 918.777893
	Iteration 11Q: 3 clusters Score -1060076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1060091.000000 Penalty: 918.777893
	Iteration 12Q: 3 clusters Score -1060091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1060095.375000 Penalty: 918.777893
	Iteration 13Q: 3 clusters Score -1060095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1060098.250000 Penalty: 918.777893
	Iteration 14Q: 3 clusters Score -1060098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1060098.250000 Penalty: 918.777893
	Iteration 15F: 3 clusters Score -1060098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -1076170.250000 Penalty: 460.324646
	Iteration 0F: 2 clusters Score -1076170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1059560.625000 Penalty: 920.649292
	Iteration 0F: 3 clusters Score -1059561 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1066733.250000 Penalty: 920.649292
	Iteration 1F: 3 clusters Score -1066733 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1067261.000000 Penalty: 920.649292
	Iteration 2Q: 3 clusters Score -1067261 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1068159.875000 Penalty: 920.649292
	Iteration 3F: 3 clusters Score -1068160 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1069669.625000 Penalty: 920.649292
	Iteration 4F: 3 clusters Score -1069670 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1071669.375000 Penalty: 920.649292
	Iteration 5F: 3 clusters Score -1071669 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -1073595.875000 Penalty: 920.649292
	Iteration 6F: 3 clusters Score -1073596 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -1074813.875000 Penalty: 920.649292
	Iteration 7Q: 3 clusters Score -1074814 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -1075358.875000 Penalty: 920.649292
	Iteration 8Q: 3 clusters Score -1075359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -1075596.000000 Penalty: 920.649292
	Iteration 9Q: 3 clusters Score -1075596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -1075682.375000 Penalty: 920.649292
	Iteration 10Q: 3 clusters Score -1075682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -1075721.375000 Penalty: 920.649292
	Iteration 11Q: 3 clusters Score -1075721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1075742.875000 Penalty: 920.649292
	Iteration 12Q: 3 clusters Score -1075743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1075754.375000 Penalty: 920.649292
	Iteration 13Q: 3 clusters Score -1075754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -1075777.625000 Penalty: 920.649292
	Iteration 14Q: 3 clusters Score -1075778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1075781.750000 Penalty: 920.649292
	Iteration 15Q: 3 clusters Score -1075782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1075782.250000 Penalty: 920.649292
	Iteration 16Q: 3 clusters Score -1075782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1075782.250000 Penalty: 920.649292
	Iteration 17F: 3 clusters Score -1075782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 39141 members 
Mstep: Class 3 contains 127365 members 
Mstep: Class 4 contains 324732 members 
Mstep: Class 5 contains 120718 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 10988 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 295818 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 54761 members 
Mstep: Class 13 contains 8108 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 32266 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 19049 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 24257 members 
Mstep: Class 25 contains 24761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940044.000000 Penalty: 15839.890625
Iteration 279Q: 26 clusters Score -4.694004e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 39136 members 
Mstep: Class 3 contains 127714 members 
Mstep: Class 4 contains 324290 members 
Mstep: Class 5 contains 120926 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 295776 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 54851 members 
Mstep: Class 13 contains 7935 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 8691 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 32385 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 24191 members 
Mstep: Class 25 contains 24826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940352.000000 Penalty: 15839.890625
Iteration 280F: 26 clusters Score -4.694035e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39116 members 
Mstep: Class 3 contains 128039 members 
Mstep: Class 4 contains 323869 members 
Mstep: Class 5 contains 121119 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 10808 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 295737 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 54923 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 32488 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 18996 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 24137 members 
Mstep: Class 25 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940696.000000 Penalty: 15839.890625
Iteration 281Q: 26 clusters Score -4.69407e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 128423 members 
Mstep: Class 4 contains 323449 members 
Mstep: Class 5 contains 121300 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 8 contains 10710 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 295688 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 55000 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 32592 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 24080 members 
Mstep: Class 25 contains 24937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46940916.000000 Penalty: 15839.890625
Iteration 282Q: 26 clusters Score -4.694092e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39091 members 
Mstep: Class 3 contains 128817 members 
Mstep: Class 4 contains 322992 members 
Mstep: Class 5 contains 121503 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 295629 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 55072 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 32698 members 
Mstep: Class 21 contains 1815 members 
Mstep: Class 22 contains 18934 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 24018 members 
Mstep: Class 25 contains 24964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941252.000000 Penalty: 15839.890625
Iteration 283Q: 26 clusters Score -4.694125e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39091 members 
Mstep: Class 3 contains 129205 members 
Mstep: Class 4 contains 322496 members 
Mstep: Class 5 contains 121689 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 10510 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 295607 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 55127 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 8691 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 32811 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 18927 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 23951 members 
Mstep: Class 25 contains 24991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941428.000000 Penalty: 15839.890625
Iteration 284Q: 26 clusters Score -4.694143e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39080 members 
Mstep: Class 3 contains 129646 members 
Mstep: Class 4 contains 322020 members 
Mstep: Class 5 contains 121876 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 295506 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 55181 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 32923 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 23871 members 
Mstep: Class 25 contains 25016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941804.000000 Penalty: 15839.890625
Iteration 285Q: 26 clusters Score -4.69418e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 39074 members 
Mstep: Class 3 contains 130066 members 
Mstep: Class 4 contains 321519 members 
Mstep: Class 5 contains 122101 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 295388 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 55252 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 8720 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 33026 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 18937 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 23790 members 
Mstep: Class 25 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46941952.000000 Penalty: 15839.890625
Iteration 286Q: 26 clusters Score -4.694195e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39058 members 
Mstep: Class 3 contains 130423 members 
Mstep: Class 4 contains 321033 members 
Mstep: Class 5 contains 122310 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 10297 members 
Mstep: Class 9 contains 5797 members 
Mstep: Class 10 contains 295358 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 55344 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 33130 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 18925 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 23690 members 
Mstep: Class 25 contains 25018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942288.000000 Penalty: 15839.890625
Iteration 287Q: 26 clusters Score -4.694229e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39041 members 
Mstep: Class 3 contains 130748 members 
Mstep: Class 4 contains 320662 members 
Mstep: Class 5 contains 122502 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 10216 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 10 contains 295283 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 55453 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1190 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 8760 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 33238 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 18923 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 23586 members 
Mstep: Class 25 contains 25028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942376.000000 Penalty: 15839.890625
Iteration 288Q: 26 clusters Score -4.694238e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39014 members 
Mstep: Class 3 contains 131111 members 
Mstep: Class 4 contains 320347 members 
Mstep: Class 5 contains 122688 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 295155 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 55564 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 8780 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 1802 members 
Mstep: Class 22 contains 18930 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 23484 members 
Mstep: Class 25 contains 25045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942632.000000 Penalty: 15839.890625
Iteration 289Q: 26 clusters Score -4.694263e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 38994 members 
Mstep: Class 3 contains 131445 members 
Mstep: Class 4 contains 320058 members 
Mstep: Class 5 contains 122866 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 295040 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 55662 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 33462 members 
Mstep: Class 21 contains 1807 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 23379 members 
Mstep: Class 25 contains 25072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46942900.000000 Penalty: 15839.890625
Iteration 290Q: 26 clusters Score -4.69429e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 38958 members 
Mstep: Class 3 contains 131784 members 
Mstep: Class 4 contains 319802 members 
Mstep: Class 5 contains 123042 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 294914 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 8817 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 33579 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 18895 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 23275 members 
Mstep: Class 25 contains 25102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943088.000000 Penalty: 15839.890625
Iteration 291Q: 26 clusters Score -4.694309e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 38945 members 
Mstep: Class 3 contains 132101 members 
Mstep: Class 4 contains 319571 members 
Mstep: Class 5 contains 123236 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4790 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 294733 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 55845 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 8831 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 33686 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 18884 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 23174 members 
Mstep: Class 25 contains 25115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943176.000000 Penalty: 15839.890625
Iteration 292Q: 26 clusters Score -4.694318e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38942 members 
Mstep: Class 3 contains 132409 members 
Mstep: Class 4 contains 319355 members 
Mstep: Class 5 contains 123382 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 294556 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 55936 members 
Mstep: Class 13 contains 6135 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1167 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 18879 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 23069 members 
Mstep: Class 25 contains 25115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943224.000000 Penalty: 15839.890625
Iteration 293Q: 26 clusters Score -4.694322e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 38937 members 
Mstep: Class 3 contains 132657 members 
Mstep: Class 4 contains 319130 members 
Mstep: Class 5 contains 123531 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4862 members 
Mstep: Class 8 contains 9568 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 294431 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 56019 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 33933 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 22973 members 
Mstep: Class 25 contains 25131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943304.000000 Penalty: 15839.890625
Iteration 294Q: 26 clusters Score -4.69433e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38936 members 
Mstep: Class 3 contains 132869 members 
Mstep: Class 4 contains 318896 members 
Mstep: Class 5 contains 123686 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 9474 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 294360 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 56093 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1151 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 34045 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 22878 members 
Mstep: Class 25 contains 25160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943396.000000 Penalty: 15839.890625
Iteration 295Q: 26 clusters Score -4.69434e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 38944 members 
Mstep: Class 3 contains 133096 members 
Mstep: Class 4 contains 318626 members 
Mstep: Class 5 contains 123825 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 294332 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 34147 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 18878 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 25183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943632.000000 Penalty: 15839.890625
Iteration 296Q: 26 clusters Score -4.694363e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38941 members 
Mstep: Class 3 contains 133349 members 
Mstep: Class 4 contains 318345 members 
Mstep: Class 5 contains 123978 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 8 contains 9296 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 294284 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 56234 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 34250 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 18869 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 22721 members 
Mstep: Class 25 contains 25195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943792.000000 Penalty: 15839.890625
Iteration 297Q: 26 clusters Score -4.694379e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 38931 members 
Mstep: Class 3 contains 133543 members 
Mstep: Class 4 contains 318041 members 
Mstep: Class 5 contains 124140 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 294251 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 56348 members 
Mstep: Class 13 contains 5644 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 34333 members 
Mstep: Class 21 contains 1830 members 
Mstep: Class 22 contains 18864 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 25212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46943924.000000 Penalty: 15839.890625
Iteration 298Q: 26 clusters Score -4.694392e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 38922 members 
Mstep: Class 3 contains 133725 members 
Mstep: Class 4 contains 317697 members 
Mstep: Class 5 contains 124333 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 9155 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 294243 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 56448 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 34413 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 18857 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 22594 members 
Mstep: Class 25 contains 25236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944168.000000 Penalty: 15839.890625
Iteration 299Q: 26 clusters Score -4.694417e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38924 members 
Mstep: Class 3 contains 133850 members 
Mstep: Class 4 contains 317338 members 
Mstep: Class 5 contains 124537 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 294290 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 56571 members 
Mstep: Class 13 contains 5480 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 34485 members 
Mstep: Class 21 contains 1839 members 
Mstep: Class 22 contains 18853 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 22522 members 
Mstep: Class 25 contains 25261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944016.000000 Penalty: 15839.890625
Iteration 300F: 26 clusters Score -4.694402e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38921 members 
Mstep: Class 3 contains 133959 members 
Mstep: Class 4 contains 317012 members 
Mstep: Class 5 contains 124750 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4974 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 294312 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 56700 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 34572 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 18851 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 22454 members 
Mstep: Class 25 contains 25284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944048.000000 Penalty: 15839.890625
Iteration 301Q: 26 clusters Score -4.694405e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38921 members 
Mstep: Class 3 contains 134088 members 
Mstep: Class 4 contains 316708 members 
Mstep: Class 5 contains 124966 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 8924 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 294301 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 56834 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 34650 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 18852 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 22382 members 
Mstep: Class 25 contains 25308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944272.000000 Penalty: 15839.890625
Iteration 302Q: 26 clusters Score -4.694427e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38915 members 
Mstep: Class 3 contains 134234 members 
Mstep: Class 4 contains 316469 members 
Mstep: Class 5 contains 125154 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 294219 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 56970 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 18846 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 22311 members 
Mstep: Class 25 contains 25348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944344.000000 Penalty: 15839.890625
Iteration 303Q: 26 clusters Score -4.694434e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38917 members 
Mstep: Class 3 contains 134379 members 
Mstep: Class 4 contains 316310 members 
Mstep: Class 5 contains 125324 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 294092 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 57109 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 8855 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 34781 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 18847 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 22240 members 
Mstep: Class 25 contains 25372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944300.000000 Penalty: 15839.890625
Iteration 304Q: 26 clusters Score -4.69443e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 38910 members 
Mstep: Class 3 contains 134570 members 
Mstep: Class 4 contains 316120 members 
Mstep: Class 5 contains 125487 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 10 contains 293953 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 57228 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 34862 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 18858 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 22149 members 
Mstep: Class 25 contains 25401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944588.000000 Penalty: 15839.890625
Iteration 305Q: 26 clusters Score -4.694459e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 38905 members 
Mstep: Class 3 contains 134720 members 
Mstep: Class 4 contains 315960 members 
Mstep: Class 5 contains 125634 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5016 members 
Mstep: Class 8 contains 8614 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 293820 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 57349 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 34948 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 18861 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 22055 members 
Mstep: Class 25 contains 25435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944640.000000 Penalty: 15839.890625
Iteration 306Q: 26 clusters Score -4.694464e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38916 members 
Mstep: Class 3 contains 134888 members 
Mstep: Class 4 contains 315799 members 
Mstep: Class 5 contains 125765 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 8558 members 
Mstep: Class 9 contains 6222 members 
Mstep: Class 10 contains 293669 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 57458 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 18855 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 21960 members 
Mstep: Class 25 contains 25460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944756.000000 Penalty: 15839.890625
Iteration 307Q: 26 clusters Score -4.694476e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38914 members 
Mstep: Class 3 contains 135076 members 
Mstep: Class 4 contains 315631 members 
Mstep: Class 5 contains 125872 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 8512 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 293476 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 57589 members 
Mstep: Class 13 contains 4793 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 8889 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 35148 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 18860 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 21869 members 
Mstep: Class 25 contains 25484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944848.000000 Penalty: 15839.890625
Iteration 308Q: 26 clusters Score -4.694485e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38919 members 
Mstep: Class 3 contains 135262 members 
Mstep: Class 4 contains 315475 members 
Mstep: Class 5 contains 126005 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 293276 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 57713 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 21 contains 1907 members 
Mstep: Class 22 contains 18866 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 21784 members 
Mstep: Class 25 contains 25514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944924.000000 Penalty: 15839.890625
Iteration 309Q: 26 clusters Score -4.694492e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38913 members 
Mstep: Class 3 contains 135446 members 
Mstep: Class 4 contains 315308 members 
Mstep: Class 5 contains 126135 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 10 contains 293118 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 57832 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 35341 members 
Mstep: Class 21 contains 1925 members 
Mstep: Class 22 contains 18879 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 21698 members 
Mstep: Class 25 contains 25536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46944936.000000 Penalty: 15839.890625
Iteration 310Q: 26 clusters Score -4.694494e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38914 members 
Mstep: Class 3 contains 135647 members 
Mstep: Class 4 contains 315110 members 
Mstep: Class 5 contains 126247 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 292985 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 57937 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1050 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 21623 members 
Mstep: Class 25 contains 25561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945124.000000 Penalty: 15839.890625
Iteration 311Q: 26 clusters Score -4.694512e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38901 members 
Mstep: Class 3 contains 135837 members 
Mstep: Class 4 contains 314900 members 
Mstep: Class 5 contains 126371 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 292890 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 58030 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 35550 members 
Mstep: Class 21 contains 1956 members 
Mstep: Class 22 contains 18908 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 21549 members 
Mstep: Class 25 contains 25580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945248.000000 Penalty: 15839.890625
Iteration 312Q: 26 clusters Score -4.694525e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38901 members 
Mstep: Class 3 contains 136047 members 
Mstep: Class 4 contains 314661 members 
Mstep: Class 5 contains 126461 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 8252 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 292778 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 58135 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1041 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 35665 members 
Mstep: Class 21 contains 1967 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 21484 members 
Mstep: Class 25 contains 25593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945424.000000 Penalty: 15839.890625
Iteration 313Q: 26 clusters Score -4.694542e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38903 members 
Mstep: Class 3 contains 136271 members 
Mstep: Class 4 contains 314444 members 
Mstep: Class 5 contains 126545 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 292635 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 58237 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 35776 members 
Mstep: Class 21 contains 1977 members 
Mstep: Class 22 contains 18926 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 21425 members 
Mstep: Class 25 contains 25613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945680.000000 Penalty: 15839.890625
Iteration 314Q: 26 clusters Score -4.694568e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38915 members 
Mstep: Class 3 contains 136480 members 
Mstep: Class 4 contains 314217 members 
Mstep: Class 5 contains 126631 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 292492 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 58344 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 35880 members 
Mstep: Class 21 contains 1991 members 
Mstep: Class 22 contains 18926 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 21374 members 
Mstep: Class 25 contains 25625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945628.000000 Penalty: 15839.890625
Iteration 315Q: 26 clusters Score -4.694563e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38923 members 
Mstep: Class 3 contains 136694 members 
Mstep: Class 4 contains 313975 members 
Mstep: Class 5 contains 126702 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 10 contains 292382 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 58448 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 35984 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 18917 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 21338 members 
Mstep: Class 25 contains 25634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46945764.000000 Penalty: 15839.890625
Iteration 316Q: 26 clusters Score -4.694576e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 38932 members 
Mstep: Class 3 contains 136894 members 
Mstep: Class 4 contains 313750 members 
Mstep: Class 5 contains 126770 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 8 contains 8130 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 292265 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 58549 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 36097 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 18914 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 21302 members 
Mstep: Class 25 contains 25638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946012.000000 Penalty: 15839.890625
Iteration 317Q: 26 clusters Score -4.694601e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 38919 members 
Mstep: Class 3 contains 137089 members 
Mstep: Class 4 contains 313510 members 
Mstep: Class 5 contains 126839 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 292195 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 58631 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 36186 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 18910 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 21260 members 
Mstep: Class 25 contains 25651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946240.000000 Penalty: 15839.890625
Iteration 318Q: 26 clusters Score -4.694624e+07 nChanged 1440
Entering ConstructFrom: 
Score: -46946240.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -83699.789062 Penalty: 342.170685
	Iteration 0F: 2 clusters Score -83699.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -82342.781250 Penalty: 684.341370
	Iteration 0F: 3 clusters Score -82342.78 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -82778.734375 Penalty: 684.341370
	Iteration 1F: 3 clusters Score -82778.73 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -82889.148438 Penalty: 684.341370
	Iteration 2F: 3 clusters Score -82889.15 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82969.179688 Penalty: 684.341370
	Iteration 3F: 3 clusters Score -82969.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83032.906250 Penalty: 684.341370
	Iteration 4F: 3 clusters Score -83032.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -83102.507812 Penalty: 684.341370
	Iteration 5F: 3 clusters Score -83102.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -83168.062500 Penalty: 684.341370
	Iteration 6Q: 3 clusters Score -83168.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83225.007812 Penalty: 684.341370
	Iteration 7Q: 3 clusters Score -83225.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83262.343750 Penalty: 684.341370
	Iteration 8Q: 3 clusters Score -83262.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83292.695312 Penalty: 684.341370
	Iteration 9Q: 3 clusters Score -83292.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83310.437500 Penalty: 684.341370
	Iteration 10Q: 3 clusters Score -83310.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83324.406250 Penalty: 684.341370
	Iteration 11Q: 3 clusters Score -83324.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83334.023438 Penalty: 684.341370
	Iteration 12Q: 3 clusters Score -83334.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83347.500000 Penalty: 684.341370
	Iteration 13Q: 3 clusters Score -83347.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83357.140625 Penalty: 684.341370
	Iteration 14Q: 3 clusters Score -83357.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83362.523438 Penalty: 684.341370
	Iteration 15Q: 3 clusters Score -83362.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83369.078125 Penalty: 684.341370
	Iteration 16Q: 3 clusters Score -83369.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83373.539062 Penalty: 684.341370
	Iteration 17Q: 3 clusters Score -83373.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83381.617188 Penalty: 684.341370
	Iteration 18Q: 3 clusters Score -83381.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83388.335938 Penalty: 684.341370
	Iteration 19Q: 3 clusters Score -83388.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83391.039062 Penalty: 684.341370
	Iteration 20F: 3 clusters Score -83391.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83394.523438 Penalty: 684.341370
	Iteration 21Q: 3 clusters Score -83394.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83401.140625 Penalty: 684.341370
	Iteration 22Q: 3 clusters Score -83401.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83408.250000 Penalty: 684.341370
	Iteration 23Q: 3 clusters Score -83408.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83410.671875 Penalty: 684.341370
	Iteration 24Q: 3 clusters Score -83410.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83411.796875 Penalty: 684.341370
	Iteration 25Q: 3 clusters Score -83411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83412.554688 Penalty: 684.341370
	Iteration 26Q: 3 clusters Score -83412.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83412.695312 Penalty: 684.341370
	Iteration 27Q: 3 clusters Score -83412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83412.695312 Penalty: 684.341370
	Iteration 28F: 3 clusters Score -83412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Entering Unmasked Estep 
Score: -1579309.125000 Penalty: 480.879272
	Iteration 0F: 2 clusters Score -1579309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1553141.875000 Penalty: 961.758545
	Iteration 0F: 3 clusters Score -1553142 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1564752.000000 Penalty: 961.758545
	Iteration 1F: 3 clusters Score -1564752 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1566229.875000 Penalty: 961.758545
	Iteration 2F: 3 clusters Score -1566230 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1568309.500000 Penalty: 961.758545
	Iteration 3F: 3 clusters Score -1568310 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1571030.750000 Penalty: 961.758545
	Iteration 4F: 3 clusters Score -1571031 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1573924.000000 Penalty: 961.758545
	Iteration 5F: 3 clusters Score -1573924 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1576094.750000 Penalty: 961.758545
	Iteration 6F: 3 clusters Score -1576095 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1577289.500000 Penalty: 961.758545
	Iteration 7Q: 3 clusters Score -1577290 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1577944.250000 Penalty: 961.758545
	Iteration 8Q: 3 clusters Score -1577944 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1578332.250000 Penalty: 961.758545
	Iteration 9Q: 3 clusters Score -1578332 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1578546.250000 Penalty: 961.758545
	Iteration 10Q: 3 clusters Score -1578546 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1578684.250000 Penalty: 961.758545
	Iteration 11Q: 3 clusters Score -1578684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1578783.000000 Penalty: 961.758545
	Iteration 12Q: 3 clusters Score -1578783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1578874.125000 Penalty: 961.758545
	Iteration 13Q: 3 clusters Score -1578874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1578956.000000 Penalty: 961.758545
	Iteration 14Q: 3 clusters Score -1578956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1579009.000000 Penalty: 961.758545
	Iteration 15Q: 3 clusters Score -1579009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1579045.250000 Penalty: 961.758545
	Iteration 16Q: 3 clusters Score -1579045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1579070.500000 Penalty: 961.758545
	Iteration 17Q: 3 clusters Score -1579070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1579084.625000 Penalty: 961.758545
	Iteration 18Q: 3 clusters Score -1579085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1579098.875000 Penalty: 961.758545
	Iteration 19Q: 3 clusters Score -1579099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1579120.250000 Penalty: 961.758545
	Iteration 20F: 3 clusters Score -1579120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1579131.375000 Penalty: 961.758545
	Iteration 21Q: 3 clusters Score -1579131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1579132.500000 Penalty: 961.758545
	Iteration 22Q: 3 clusters Score -1579132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1579146.750000 Penalty: 961.758545
	Iteration 23Q: 3 clusters Score -1579147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1579156.125000 Penalty: 961.758545
	Iteration 24Q: 3 clusters Score -1579156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1579164.500000 Penalty: 961.758545
	Iteration 25Q: 3 clusters Score -1579164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1579172.125000 Penalty: 961.758545
	Iteration 26Q: 3 clusters Score -1579172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1579178.000000 Penalty: 961.758545
	Iteration 27Q: 3 clusters Score -1579178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1579180.750000 Penalty: 961.758545
	Iteration 28Q: 3 clusters Score -1579181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1579181.875000 Penalty: 961.758545
	Iteration 29Q: 3 clusters Score -1579182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1579186.500000 Penalty: 961.758545
	Iteration 30Q: 3 clusters Score -1579186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1579189.000000 Penalty: 961.758545
	Iteration 31Q: 3 clusters Score -1579189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1579192.000000 Penalty: 961.758545
	Iteration 32Q: 3 clusters Score -1579192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1579193.750000 Penalty: 961.758545
	Iteration 33Q: 3 clusters Score -1579194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1579191.750000 Penalty: 961.758545
	Iteration 34Q: 3 clusters Score -1579192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1579191.000000 Penalty: 961.758545
	Iteration 35Q: 3 clusters Score -1579191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1579190.625000 Penalty: 961.758545
	Iteration 36Q: 3 clusters Score -1579191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1579190.125000 Penalty: 961.758545
	Iteration 37Q: 3 clusters Score -1579190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1579188.750000 Penalty: 961.758545
	Iteration 38Q: 3 clusters Score -1579189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1579189.625000 Penalty: 961.758545
	Iteration 39Q: 3 clusters Score -1579190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1579190.000000 Penalty: 961.758545
	Iteration 40F: 3 clusters Score -1579190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137296 members 
Entering Unmasked Estep 
Score: -6099982.000000 Penalty: 538.260193
	Iteration 0F: 2 clusters Score -6099982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -6007275.000000 Penalty: 1076.520386
	Iteration 0F: 3 clusters Score -6007275 nChanged 67248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -6048505.000000 Penalty: 1076.520386
	Iteration 1F: 3 clusters Score -6048505 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -6050407.500000 Penalty: 1076.520386
	Iteration 2Q: 3 clusters Score -6050408 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -6053745.500000 Penalty: 1076.520386
	Iteration 3Q: 3 clusters Score -6053746 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -6059314.000000 Penalty: 1076.520386
	Iteration 4F: 3 clusters Score -6059314 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -6067260.500000 Penalty: 1076.520386
	Iteration 5F: 3 clusters Score -6067260 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -6075112.500000 Penalty: 1076.520386
	Iteration 6F: 3 clusters Score -6075112 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -6079726.000000 Penalty: 1076.520386
	Iteration 7F: 3 clusters Score -6079726 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -6082394.000000 Penalty: 1076.520386
	Iteration 8Q: 3 clusters Score -6082394 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -6085119.500000 Penalty: 1076.520386
	Iteration 9Q: 3 clusters Score -6085120 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -6088137.000000 Penalty: 1076.520386
	Iteration 10Q: 3 clusters Score -6088137 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -6091742.500000 Penalty: 1076.520386
	Iteration 11Q: 3 clusters Score -6091742 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -6094898.000000 Penalty: 1076.520386
	Iteration 12Q: 3 clusters Score -6094898 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -6097065.000000 Penalty: 1076.520386
	Iteration 13Q: 3 clusters Score -6097065 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -6098293.500000 Penalty: 1076.520386
	Iteration 14Q: 3 clusters Score -6098294 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -6098857.500000 Penalty: 1076.520386
	Iteration 15Q: 3 clusters Score -6098858 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -6099189.000000 Penalty: 1076.520386
	Iteration 16Q: 3 clusters Score -6099189 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -6099354.000000 Penalty: 1076.520386
	Iteration 17Q: 3 clusters Score -6099354 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -6099401.000000 Penalty: 1076.520386
	Iteration 18Q: 3 clusters Score -6099401 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -6099440.500000 Penalty: 1076.520386
	Iteration 19Q: 3 clusters Score -6099440 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -6099478.500000 Penalty: 1076.520386
	Iteration 20F: 3 clusters Score -6099478 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -6099480.000000 Penalty: 1076.520386
	Iteration 21Q: 3 clusters Score -6099480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -6099454.000000 Penalty: 1076.520386
	Iteration 22Q: 3 clusters Score -6099454 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -6099453.500000 Penalty: 1076.520386
	Iteration 23Q: 3 clusters Score -6099454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -6099458.000000 Penalty: 1076.520386
	Iteration 24Q: 3 clusters Score -6099458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -6099458.000000 Penalty: 1076.520386
	Iteration 25Q: 3 clusters Score -6099458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -6099467.000000 Penalty: 1076.520386
	Iteration 26Q: 3 clusters Score -6099467 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -6099480.500000 Penalty: 1076.520386
	Iteration 27Q: 3 clusters Score -6099480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -6099472.500000 Penalty: 1076.520386
	Iteration 28Q: 3 clusters Score -6099472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -6099474.000000 Penalty: 1076.520386
	Iteration 29Q: 3 clusters Score -6099474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -6099483.500000 Penalty: 1076.520386
	Iteration 30Q: 3 clusters Score -6099484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -6099477.500000 Penalty: 1076.520386
	Iteration 31Q: 3 clusters Score -6099478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -6099489.500000 Penalty: 1076.520386
	Iteration 32Q: 3 clusters Score -6099490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -6099494.500000 Penalty: 1076.520386
	Iteration 33Q: 3 clusters Score -6099494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -6099500.000000 Penalty: 1076.520386
	Iteration 34Q: 3 clusters Score -6099500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -6099496.500000 Penalty: 1076.520386
	Iteration 35Q: 3 clusters Score -6099496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -6099489.000000 Penalty: 1076.520386
	Iteration 36Q: 3 clusters Score -6099489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -6099502.500000 Penalty: 1076.520386
	Iteration 37Q: 3 clusters Score -6099502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -6099501.500000 Penalty: 1076.520386
	Iteration 38Q: 3 clusters Score -6099502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 88117 members 
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	Iteration 39Q: 3 clusters Score -6099502 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 88351 members 
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Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 88486 members 
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Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 88610 members 
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Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 88755 members 
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Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 88901 members 
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Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 89038 members 
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Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 89175 members 
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Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 89318 members 
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Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 89455 members 
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Mstep: Class 2 contains 89615 members 
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Mstep: Class 1 contains 47541 members 
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Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 89887 members 
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Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 90020 members 
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Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 90156 members 
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Mstep: Class 2 contains 90296 members 
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Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46714 members 
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Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 90734 members 
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	Iteration 58Q: 3 clusters Score -6099458 nChanged 146
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Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 90880 members 
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Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6099482 nChanged 130
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Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 91159 members 
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Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 91289 members 
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Mstep: Class 1 contains 45894 members 
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	Iteration 63Q: 3 clusters Score -6099500 nChanged 136
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Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 91538 members 
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	Iteration 64Q: 3 clusters Score -6099494 nChanged 137
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Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 91675 members 
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Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 91819 members 
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	Iteration 66Q: 3 clusters Score -6099516 nChanged 141
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Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 91960 members 
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	Iteration 67Q: 3 clusters Score -6099532 nChanged 131
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	Iteration 68Q: 3 clusters Score -6099540 nChanged 118
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Mstep: Class 1 contains 45087 members 
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Mstep: Class 1 contains 44243 members 
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Mstep: Class 1 contains 43336 members 
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	Iteration 80F: 3 clusters Score -6099638 nChanged 173
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Mstep: Class 1 contains 42992 members 
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Mstep: Class 1 contains 42827 members 
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	Iteration 84Q: 3 clusters Score -6099604 nChanged 152
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	Iteration 85Q: 3 clusters Score -6099608 nChanged 158
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	Iteration 86Q: 3 clusters Score -6099614 nChanged 152
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	Iteration 87Q: 3 clusters Score -6099630 nChanged 147
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	Iteration 88Q: 3 clusters Score -6099630 nChanged 150
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	Iteration 89Q: 3 clusters Score -6099602 nChanged 168
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	Iteration 90Q: 3 clusters Score -6099588 nChanged 155
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	Iteration 91Q: 3 clusters Score -6099580 nChanged 129
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Mstep: Class 1 contains 41436 members 
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	Iteration 94Q: 3 clusters Score -6099594 nChanged 130
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	Iteration 95Q: 3 clusters Score -6099610 nChanged 127
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Mstep: Class 1 contains 40476 members 
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	Iteration 100F: 3 clusters Score -6099608 nChanged 105
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Mstep: Class 1 contains 40371 members 
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	Iteration 101Q: 3 clusters Score -6099598 nChanged 104
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	Iteration 102Q: 3 clusters Score -6099606 nChanged 112
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	Iteration 103Q: 3 clusters Score -6099600 nChanged 107
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	Iteration 104Q: 3 clusters Score -6099592 nChanged 106
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	Iteration 106Q: 3 clusters Score -6099582 nChanged 115
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	Iteration 108Q: 3 clusters Score -6099577 nChanged 133
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	Iteration 109Q: 3 clusters Score -6099570 nChanged 135
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	Iteration 110Q: 3 clusters Score -6099576 nChanged 136
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	Iteration 111Q: 3 clusters Score -6099572 nChanged 118
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	Iteration 112Q: 3 clusters Score -6099580 nChanged 115
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	Iteration 113Q: 3 clusters Score -6099584 nChanged 137
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	Iteration 114Q: 3 clusters Score -6099594 nChanged 122
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	Iteration 115Q: 3 clusters Score -6099613 nChanged 136
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	Iteration 116Q: 3 clusters Score -6099648 nChanged 135
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	Iteration 117Q: 3 clusters Score -6099656 nChanged 119
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	Iteration 118Q: 3 clusters Score -6099672 nChanged 118
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	Iteration 119Q: 3 clusters Score -6099659 nChanged 135
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	Iteration 120F: 3 clusters Score -6099674 nChanged 138
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	Iteration 121Q: 3 clusters Score -6099681 nChanged 131
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	Iteration 122Q: 3 clusters Score -6099691 nChanged 123
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	Iteration 123Q: 3 clusters Score -6099681 nChanged 119
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	Iteration 124Q: 3 clusters Score -6099686 nChanged 112
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	Iteration 125Q: 3 clusters Score -6099686 nChanged 120
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	Iteration 126Q: 3 clusters Score -6099678 nChanged 116
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	Iteration 127Q: 3 clusters Score -6099704 nChanged 104
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	Iteration 128Q: 3 clusters Score -6099716 nChanged 100
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	Iteration 129Q: 3 clusters Score -6099718 nChanged 92
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	Iteration 130Q: 3 clusters Score -6099718 nChanged 86
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	Iteration 131Q: 3 clusters Score -6099722 nChanged 87
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	Iteration 132Q: 3 clusters Score -6099705 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6099718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -6099715.000000 Penalty: 1076.520386
	Iteration 134Q: 3 clusters Score -6099715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -6099716.000000 Penalty: 1076.520386
	Iteration 135Q: 3 clusters Score -6099716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6099716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -6099705.500000 Penalty: 1076.520386
	Iteration 137Q: 3 clusters Score -6099706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -6099703.500000 Penalty: 1076.520386
	Iteration 138Q: 3 clusters Score -6099704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -6099719.000000 Penalty: 1076.520386
	Iteration 139Q: 3 clusters Score -6099719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -6099727.000000 Penalty: 1076.520386
	Iteration 140F: 3 clusters Score -6099727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -6099736.000000 Penalty: 1076.520386
	Iteration 141Q: 3 clusters Score -6099736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -6099727.000000 Penalty: 1076.520386
	Iteration 142Q: 3 clusters Score -6099727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -6099723.000000 Penalty: 1076.520386
	Iteration 143Q: 3 clusters Score -6099723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -6099727.000000 Penalty: 1076.520386
	Iteration 144Q: 3 clusters Score -6099727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -6099734.500000 Penalty: 1076.520386
	Iteration 145Q: 3 clusters Score -6099734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -6099737.000000 Penalty: 1076.520386
	Iteration 146Q: 3 clusters Score -6099737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -6099735.000000 Penalty: 1076.520386
	Iteration 147Q: 3 clusters Score -6099735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -6099728.000000 Penalty: 1076.520386
	Iteration 148Q: 3 clusters Score -6099728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -6099737.500000 Penalty: 1076.520386
	Iteration 149Q: 3 clusters Score -6099738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -6099743.000000 Penalty: 1076.520386
	Iteration 150Q: 3 clusters Score -6099743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -6099742.500000 Penalty: 1076.520386
	Iteration 151Q: 3 clusters Score -6099742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -6099749.500000 Penalty: 1076.520386
	Iteration 152Q: 3 clusters Score -6099750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -6099740.500000 Penalty: 1076.520386
	Iteration 153Q: 3 clusters Score -6099740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -6099738.000000 Penalty: 1076.520386
	Iteration 154Q: 3 clusters Score -6099738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -6099742.500000 Penalty: 1076.520386
	Iteration 155Q: 3 clusters Score -6099742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -6099738.000000 Penalty: 1076.520386
	Iteration 156Q: 3 clusters Score -6099738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -6099741.500000 Penalty: 1076.520386
	Iteration 157Q: 3 clusters Score -6099742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -6099740.500000 Penalty: 1076.520386
	Iteration 158Q: 3 clusters Score -6099740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -6099735.500000 Penalty: 1076.520386
	Iteration 159Q: 3 clusters Score -6099736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -6099741.500000 Penalty: 1076.520386
	Iteration 160F: 3 clusters Score -6099742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6099736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -6099726.000000 Penalty: 1076.520386
	Iteration 162Q: 3 clusters Score -6099726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -6099728.500000 Penalty: 1076.520386
	Iteration 163Q: 3 clusters Score -6099728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -6099739.500000 Penalty: 1076.520386
	Iteration 164Q: 3 clusters Score -6099740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -6099731.000000 Penalty: 1076.520386
	Iteration 165Q: 3 clusters Score -6099731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -6099727.500000 Penalty: 1076.520386
	Iteration 166Q: 3 clusters Score -6099728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -6099732.000000 Penalty: 1076.520386
	Iteration 167Q: 3 clusters Score -6099732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -6099736.500000 Penalty: 1076.520386
	Iteration 168Q: 3 clusters Score -6099736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -6099741.500000 Penalty: 1076.520386
	Iteration 169Q: 3 clusters Score -6099742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -6099743.000000 Penalty: 1076.520386
	Iteration 170Q: 3 clusters Score -6099743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6099742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -6099747.000000 Penalty: 1076.520386
	Iteration 172Q: 3 clusters Score -6099747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -6099753.000000 Penalty: 1076.520386
	Iteration 173Q: 3 clusters Score -6099753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -6099751.000000 Penalty: 1076.520386
	Iteration 174Q: 3 clusters Score -6099751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6099753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 102549 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6099750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6099750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6099750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6099750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -6099752.500000 Penalty: 1076.520386
	Iteration 180F: 3 clusters Score -6099752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6099747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -6099755.500000 Penalty: 1076.520386
	Iteration 182Q: 3 clusters Score -6099756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6099753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6099755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -6099754.000000 Penalty: 1076.520386
	Iteration 185Q: 3 clusters Score -6099754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6099752 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6099752 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
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	Iteration 188F: 3 clusters Score -6099752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (313309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 313309 members 
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	Iteration 0F: 2 clusters Score -1.38712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.366022e+07 nChanged 154628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.375562e+07 nChanged 9499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.375777e+07 nChanged 10841
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.376142e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -13767420.000000 Penalty: 1151.599976
	Iteration 4Q: 3 clusters Score -1.376742e+07 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -13777612.000000 Penalty: 1151.599976
	Iteration 5Q: 3 clusters Score -1.377761e+07 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196414 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -13793450.000000 Penalty: 1151.599976
	Iteration 6F: 3 clusters Score -1.379345e+07 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203945 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -13810826.000000 Penalty: 1151.599976
	Iteration 7F: 3 clusters Score -1.381083e+07 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208721 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1.382102e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212388 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -13825250.000000 Penalty: 1151.599976
	Iteration 9Q: 3 clusters Score -1.382525e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215987 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -13828688.000000 Penalty: 1151.599976
	Iteration 10Q: 3 clusters Score -1.382869e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219218 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -13831993.000000 Penalty: 1151.599976
	Iteration 11Q: 3 clusters Score -1.383199e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222117 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -13835842.000000 Penalty: 1151.599976
	Iteration 12Q: 3 clusters Score -1.383584e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224517 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -13839805.000000 Penalty: 1151.599976
	Iteration 13Q: 3 clusters Score -1.38398e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226178 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -13843710.000000 Penalty: 1151.599976
	Iteration 14Q: 3 clusters Score -1.384371e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227208 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -13847024.000000 Penalty: 1151.599976
	Iteration 15Q: 3 clusters Score -1.384702e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227742 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -13849998.000000 Penalty: 1151.599976
	Iteration 16Q: 3 clusters Score -1.385e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227861 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -13852416.000000 Penalty: 1151.599976
	Iteration 17Q: 3 clusters Score -1.385242e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227557 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -13854468.000000 Penalty: 1151.599976
	Iteration 18Q: 3 clusters Score -1.385447e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226849 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -13856216.000000 Penalty: 1151.599976
	Iteration 19Q: 3 clusters Score -1.385622e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225729 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -13857749.000000 Penalty: 1151.599976
	Iteration 20F: 3 clusters Score -1.385775e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224429 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -13859027.000000 Penalty: 1151.599976
	Iteration 21Q: 3 clusters Score -1.385903e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222931 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -13860294.000000 Penalty: 1151.599976
	Iteration 22Q: 3 clusters Score -1.386029e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221389 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -13861357.000000 Penalty: 1151.599976
	Iteration 23Q: 3 clusters Score -1.386136e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219807 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -13862378.000000 Penalty: 1151.599976
	Iteration 24Q: 3 clusters Score -1.386238e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218354 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -13863277.000000 Penalty: 1151.599976
	Iteration 25Q: 3 clusters Score -1.386328e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216986 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -13863757.000000 Penalty: 1151.599976
	Iteration 26Q: 3 clusters Score -1.386376e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215791 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -13864196.000000 Penalty: 1151.599976
	Iteration 27Q: 3 clusters Score -1.38642e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214754 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -13864494.000000 Penalty: 1151.599976
	Iteration 28Q: 3 clusters Score -1.386449e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213737 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -13864654.000000 Penalty: 1151.599976
	Iteration 29Q: 3 clusters Score -1.386465e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212830 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -13864749.000000 Penalty: 1151.599976
	Iteration 30Q: 3 clusters Score -1.386475e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211935 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -13864822.000000 Penalty: 1151.599976
	Iteration 31Q: 3 clusters Score -1.386482e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211207 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -13864863.000000 Penalty: 1151.599976
	Iteration 32Q: 3 clusters Score -1.386486e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210460 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -13864863.000000 Penalty: 1151.599976
	Iteration 33Q: 3 clusters Score -1.386486e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209698 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -13864897.000000 Penalty: 1151.599976
	Iteration 34Q: 3 clusters Score -1.38649e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209029 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -13864837.000000 Penalty: 1151.599976
	Iteration 35Q: 3 clusters Score -1.386484e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -13864822.000000 Penalty: 1151.599976
	Iteration 36Q: 3 clusters Score -1.386482e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207664 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -13864852.000000 Penalty: 1151.599976
	Iteration 37Q: 3 clusters Score -1.386485e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206963 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -13864855.000000 Penalty: 1151.599976
	Iteration 38Q: 3 clusters Score -1.386486e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206241 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -13864919.000000 Penalty: 1151.599976
	Iteration 39Q: 3 clusters Score -1.386492e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205500 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -13864952.000000 Penalty: 1151.599976
	Iteration 40F: 3 clusters Score -1.386495e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204666 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -13865006.000000 Penalty: 1151.599976
	Iteration 41Q: 3 clusters Score -1.386501e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203862 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -13865061.000000 Penalty: 1151.599976
	Iteration 42Q: 3 clusters Score -1.386506e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203074 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -13865039.000000 Penalty: 1151.599976
	Iteration 43Q: 3 clusters Score -1.386504e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202204 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -13865084.000000 Penalty: 1151.599976
	Iteration 44Q: 3 clusters Score -1.386508e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201337 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -13865154.000000 Penalty: 1151.599976
	Iteration 45Q: 3 clusters Score -1.386515e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200473 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -13865210.000000 Penalty: 1151.599976
	Iteration 46Q: 3 clusters Score -1.386521e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -13865219.000000 Penalty: 1151.599976
	Iteration 47Q: 3 clusters Score -1.386522e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198850 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -13865254.000000 Penalty: 1151.599976
	Iteration 48Q: 3 clusters Score -1.386525e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198037 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -13865248.000000 Penalty: 1151.599976
	Iteration 49Q: 3 clusters Score -1.386525e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197325 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -13865266.000000 Penalty: 1151.599976
	Iteration 50Q: 3 clusters Score -1.386527e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196586 members 
Mstep: Class 2 contains 116723 members 
Entering Unmasked Estep 
Score: -13865270.000000 Penalty: 1151.599976
	Iteration 51Q: 3 clusters Score -1.386527e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195828 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -13865278.000000 Penalty: 1151.599976
	Iteration 52Q: 3 clusters Score -1.386528e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195102 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -13865276.000000 Penalty: 1151.599976
	Iteration 53Q: 3 clusters Score -1.386528e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194421 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -13865248.000000 Penalty: 1151.599976
	Iteration 54Q: 3 clusters Score -1.386525e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193775 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -13865285.000000 Penalty: 1151.599976
	Iteration 55Q: 3 clusters Score -1.386528e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193102 members 
Mstep: Class 2 contains 120207 members 
Entering Unmasked Estep 
Score: -13865370.000000 Penalty: 1151.599976
	Iteration 56Q: 3 clusters Score -1.386537e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192413 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -13865367.000000 Penalty: 1151.599976
	Iteration 57Q: 3 clusters Score -1.386537e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 121605 members 
Entering Unmasked Estep 
Score: -13865402.000000 Penalty: 1151.599976
	Iteration 58Q: 3 clusters Score -1.38654e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -13865410.000000 Penalty: 1151.599976
	Iteration 59Q: 3 clusters Score -1.386541e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190329 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -13865442.000000 Penalty: 1151.599976
	Iteration 60F: 3 clusters Score -1.386544e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -13865448.000000 Penalty: 1151.599976
	Iteration 61Q: 3 clusters Score -1.386545e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189052 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -13865459.000000 Penalty: 1151.599976
	Iteration 62Q: 3 clusters Score -1.386546e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188484 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -13865474.000000 Penalty: 1151.599976
	Iteration 63Q: 3 clusters Score -1.386547e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -13865485.000000 Penalty: 1151.599976
	Iteration 64Q: 3 clusters Score -1.386548e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -13865504.000000 Penalty: 1151.599976
	Iteration 65Q: 3 clusters Score -1.38655e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -13865493.000000 Penalty: 1151.599976
	Iteration 66Q: 3 clusters Score -1.386549e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -13865500.000000 Penalty: 1151.599976
	Iteration 67Q: 3 clusters Score -1.38655e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -13865570.000000 Penalty: 1151.599976
	Iteration 68Q: 3 clusters Score -1.386557e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -13865594.000000 Penalty: 1151.599976
	Iteration 69Q: 3 clusters Score -1.386559e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 129160 members 
Entering Unmasked Estep 
Score: -13865600.000000 Penalty: 1151.599976
	Iteration 70Q: 3 clusters Score -1.38656e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183497 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -13865631.000000 Penalty: 1151.599976
	Iteration 71Q: 3 clusters Score -1.386563e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182793 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -13865601.000000 Penalty: 1151.599976
	Iteration 72Q: 3 clusters Score -1.38656e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182090 members 
Mstep: Class 2 contains 131219 members 
Entering Unmasked Estep 
Score: -13865677.000000 Penalty: 1151.599976
	Iteration 73Q: 3 clusters Score -1.386568e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181391 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -13865697.000000 Penalty: 1151.599976
	Iteration 74Q: 3 clusters Score -1.38657e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180686 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -13865690.000000 Penalty: 1151.599976
	Iteration 75Q: 3 clusters Score -1.386569e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179948 members 
Mstep: Class 2 contains 133361 members 
Entering Unmasked Estep 
Score: -13865825.000000 Penalty: 1151.599976
	Iteration 76Q: 3 clusters Score -1.386582e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 134150 members 
Entering Unmasked Estep 
Score: -13865857.000000 Penalty: 1151.599976
	Iteration 77Q: 3 clusters Score -1.386586e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 134967 members 
Entering Unmasked Estep 
Score: -13865884.000000 Penalty: 1151.599976
	Iteration 78Q: 3 clusters Score -1.386588e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177590 members 
Mstep: Class 2 contains 135719 members 
Entering Unmasked Estep 
Score: -13865824.000000 Penalty: 1151.599976
	Iteration 79Q: 3 clusters Score -1.386582e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -13865893.000000 Penalty: 1151.599976
	Iteration 80F: 3 clusters Score -1.386589e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -13865956.000000 Penalty: 1151.599976
	Iteration 81Q: 3 clusters Score -1.386596e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -13865964.000000 Penalty: 1151.599976
	Iteration 82Q: 3 clusters Score -1.386596e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174819 members 
Mstep: Class 2 contains 138490 members 
Entering Unmasked Estep 
Score: -13865972.000000 Penalty: 1151.599976
	Iteration 83Q: 3 clusters Score -1.386597e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174125 members 
Mstep: Class 2 contains 139184 members 
Entering Unmasked Estep 
Score: -13865978.000000 Penalty: 1151.599976
	Iteration 84Q: 3 clusters Score -1.386598e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 139889 members 
Entering Unmasked Estep 
Score: -13865999.000000 Penalty: 1151.599976
	Iteration 85Q: 3 clusters Score -1.3866e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
Score: -13865996.000000 Penalty: 1151.599976
	Iteration 86Q: 3 clusters Score -1.3866e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 141140 members 
Entering Unmasked Estep 
Score: -13866014.000000 Penalty: 1151.599976
	Iteration 87Q: 3 clusters Score -1.386601e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171542 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -13866025.000000 Penalty: 1151.599976
	Iteration 88Q: 3 clusters Score -1.386602e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -13865971.000000 Penalty: 1151.599976
	Iteration 89Q: 3 clusters Score -1.386597e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 142982 members 
Entering Unmasked Estep 
Score: -13865962.000000 Penalty: 1151.599976
	Iteration 90Q: 3 clusters Score -1.386596e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 143588 members 
Entering Unmasked Estep 
Score: -13865952.000000 Penalty: 1151.599976
	Iteration 91Q: 3 clusters Score -1.386595e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -13865951.000000 Penalty: 1151.599976
	Iteration 92Q: 3 clusters Score -1.386595e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168441 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -13866020.000000 Penalty: 1151.599976
	Iteration 93Q: 3 clusters Score -1.386602e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 145490 members 
Entering Unmasked Estep 
Score: -13866068.000000 Penalty: 1151.599976
	Iteration 94Q: 3 clusters Score -1.386607e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -13866063.000000 Penalty: 1151.599976
	Iteration 95Q: 3 clusters Score -1.386606e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -13866055.000000 Penalty: 1151.599976
	Iteration 96Q: 3 clusters Score -1.386606e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -13866018.000000 Penalty: 1151.599976
	Iteration 97Q: 3 clusters Score -1.386602e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -13866051.000000 Penalty: 1151.599976
	Iteration 98Q: 3 clusters Score -1.386605e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -13866062.000000 Penalty: 1151.599976
	Iteration 99Q: 3 clusters Score -1.386606e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164531 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -13866058.000000 Penalty: 1151.599976
	Iteration 100F: 3 clusters Score -1.386606e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 149293 members 
Entering Unmasked Estep 
Score: -13866093.000000 Penalty: 1151.599976
	Iteration 101Q: 3 clusters Score -1.386609e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 149789 members 
Entering Unmasked Estep 
Score: -13866045.000000 Penalty: 1151.599976
	Iteration 102Q: 3 clusters Score -1.386604e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 150273 members 
Entering Unmasked Estep 
Score: -13866072.000000 Penalty: 1151.599976
	Iteration 103Q: 3 clusters Score -1.386607e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -13866121.000000 Penalty: 1151.599976
	Iteration 104Q: 3 clusters Score -1.386612e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -13866116.000000 Penalty: 1151.599976
	Iteration 105Q: 3 clusters Score -1.386612e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -13866086.000000 Penalty: 1151.599976
	Iteration 106Q: 3 clusters Score -1.386609e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -13866068.000000 Penalty: 1151.599976
	Iteration 107Q: 3 clusters Score -1.386607e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -13866104.000000 Penalty: 1151.599976
	Iteration 108Q: 3 clusters Score -1.38661e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -13866067.000000 Penalty: 1151.599976
	Iteration 109Q: 3 clusters Score -1.386607e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -13866085.000000 Penalty: 1151.599976
	Iteration 110Q: 3 clusters Score -1.386608e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -13866124.000000 Penalty: 1151.599976
	Iteration 111Q: 3 clusters Score -1.386612e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -13866120.000000 Penalty: 1151.599976
	Iteration 112Q: 3 clusters Score -1.386612e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -13866098.000000 Penalty: 1151.599976
	Iteration 113Q: 3 clusters Score -1.38661e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -13866072.000000 Penalty: 1151.599976
	Iteration 114Q: 3 clusters Score -1.386607e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -13866082.000000 Penalty: 1151.599976
	Iteration 115Q: 3 clusters Score -1.386608e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -13866109.000000 Penalty: 1151.599976
	Iteration 116Q: 3 clusters Score -1.386611e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156650 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -13866091.000000 Penalty: 1151.599976
	Iteration 117Q: 3 clusters Score -1.386609e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -13866136.000000 Penalty: 1151.599976
	Iteration 118Q: 3 clusters Score -1.386614e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 157465 members 
Entering Unmasked Estep 
Score: -13866139.000000 Penalty: 1151.599976
	Iteration 119Q: 3 clusters Score -1.386614e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -13866075.000000 Penalty: 1151.599976
	Iteration 120F: 3 clusters Score -1.386608e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -13866072.000000 Penalty: 1151.599976
	Iteration 121Q: 3 clusters Score -1.386607e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -13866092.000000 Penalty: 1151.599976
	Iteration 122Q: 3 clusters Score -1.386609e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -13866091.000000 Penalty: 1151.599976
	Iteration 123Q: 3 clusters Score -1.386609e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -13866105.000000 Penalty: 1151.599976
	Iteration 124Q: 3 clusters Score -1.38661e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 159902 members 
Entering Unmasked Estep 
Score: -13866146.000000 Penalty: 1151.599976
	Iteration 125Q: 3 clusters Score -1.386615e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -13866161.000000 Penalty: 1151.599976
	Iteration 126Q: 3 clusters Score -1.386616e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -13866200.000000 Penalty: 1151.599976
	Iteration 127Q: 3 clusters Score -1.38662e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -13866189.000000 Penalty: 1151.599976
	Iteration 128Q: 3 clusters Score -1.386619e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -13866157.000000 Penalty: 1151.599976
	Iteration 129Q: 3 clusters Score -1.386616e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -13866174.000000 Penalty: 1151.599976
	Iteration 130Q: 3 clusters Score -1.386617e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150362 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -13866221.000000 Penalty: 1151.599976
	Iteration 131Q: 3 clusters Score -1.386622e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -13866264.000000 Penalty: 1151.599976
	Iteration 132Q: 3 clusters Score -1.386626e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -13866266.000000 Penalty: 1151.599976
	Iteration 133Q: 3 clusters Score -1.386627e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 164607 members 
Entering Unmasked Estep 
Score: -13866293.000000 Penalty: 1151.599976
	Iteration 134Q: 3 clusters Score -1.386629e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 165195 members 
Entering Unmasked Estep 
Score: -13866290.000000 Penalty: 1151.599976
	Iteration 135Q: 3 clusters Score -1.386629e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147480 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -13866322.000000 Penalty: 1151.599976
	Iteration 136Q: 3 clusters Score -1.386632e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146844 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -13866304.000000 Penalty: 1151.599976
	Iteration 137Q: 3 clusters Score -1.38663e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 167096 members 
Entering Unmasked Estep 
Score: -13866288.000000 Penalty: 1151.599976
	Iteration 138Q: 3 clusters Score -1.386629e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145597 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -13866288.000000 Penalty: 1151.599976
	Iteration 139Q: 3 clusters Score -1.386629e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144925 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -13866317.000000 Penalty: 1151.599976
	Iteration 140F: 3 clusters Score -1.386632e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -13866365.000000 Penalty: 1151.599976
	Iteration 141Q: 3 clusters Score -1.386636e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -13866410.000000 Penalty: 1151.599976
	Iteration 142Q: 3 clusters Score -1.386641e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -13866488.000000 Penalty: 1151.599976
	Iteration 143Q: 3 clusters Score -1.386649e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -13866554.000000 Penalty: 1151.599976
	Iteration 144Q: 3 clusters Score -1.386655e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141564 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -13866633.000000 Penalty: 1151.599976
	Iteration 145Q: 3 clusters Score -1.386663e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -13866642.000000 Penalty: 1151.599976
	Iteration 146Q: 3 clusters Score -1.386664e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -13866707.000000 Penalty: 1151.599976
	Iteration 147Q: 3 clusters Score -1.386671e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 173901 members 
Entering Unmasked Estep 
Score: -13866697.000000 Penalty: 1151.599976
	Iteration 148Q: 3 clusters Score -1.38667e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -13866698.000000 Penalty: 1151.599976
	Iteration 149Q: 3 clusters Score -1.38667e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137923 members 
Mstep: Class 2 contains 175386 members 
Entering Unmasked Estep 
Score: -13866772.000000 Penalty: 1151.599976
	Iteration 150Q: 3 clusters Score -1.386677e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -13866791.000000 Penalty: 1151.599976
	Iteration 151Q: 3 clusters Score -1.386679e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136395 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -13866820.000000 Penalty: 1151.599976
	Iteration 152Q: 3 clusters Score -1.386682e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135631 members 
Mstep: Class 2 contains 177678 members 
Entering Unmasked Estep 
Score: -13866812.000000 Penalty: 1151.599976
	Iteration 153Q: 3 clusters Score -1.386681e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134922 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -13866847.000000 Penalty: 1151.599976
	Iteration 154Q: 3 clusters Score -1.386685e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 179095 members 
Entering Unmasked Estep 
Score: -13866885.000000 Penalty: 1151.599976
	Iteration 155Q: 3 clusters Score -1.386688e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -13866968.000000 Penalty: 1151.599976
	Iteration 156Q: 3 clusters Score -1.386697e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -13866949.000000 Penalty: 1151.599976
	Iteration 157Q: 3 clusters Score -1.386695e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132074 members 
Mstep: Class 2 contains 181235 members 
Entering Unmasked Estep 
Score: -13866936.000000 Penalty: 1151.599976
	Iteration 158Q: 3 clusters Score -1.386694e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 181933 members 
Entering Unmasked Estep 
Score: -13866956.000000 Penalty: 1151.599976
	Iteration 159Q: 3 clusters Score -1.386696e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130678 members 
Mstep: Class 2 contains 182631 members 
Entering Unmasked Estep 
Score: -13867011.000000 Penalty: 1151.599976
	Iteration 160F: 3 clusters Score -1.386701e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 183296 members 
Entering Unmasked Estep 
Score: -13867047.000000 Penalty: 1151.599976
	Iteration 161Q: 3 clusters Score -1.386705e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -13867084.000000 Penalty: 1151.599976
	Iteration 162Q: 3 clusters Score -1.386708e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 184641 members 
Entering Unmasked Estep 
Score: -13867136.000000 Penalty: 1151.599976
	Iteration 163Q: 3 clusters Score -1.386714e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127974 members 
Mstep: Class 2 contains 185335 members 
Entering Unmasked Estep 
Score: -13867144.000000 Penalty: 1151.599976
	Iteration 164Q: 3 clusters Score -1.386714e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 186041 members 
Entering Unmasked Estep 
Score: -13867115.000000 Penalty: 1151.599976
	Iteration 165Q: 3 clusters Score -1.386712e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 186723 members 
Entering Unmasked Estep 
Score: -13867123.000000 Penalty: 1151.599976
	Iteration 166Q: 3 clusters Score -1.386712e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 187376 members 
Entering Unmasked Estep 
Score: -13867163.000000 Penalty: 1151.599976
	Iteration 167Q: 3 clusters Score -1.386716e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 187976 members 
Entering Unmasked Estep 
Score: -13867195.000000 Penalty: 1151.599976
	Iteration 168Q: 3 clusters Score -1.38672e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 188574 members 
Entering Unmasked Estep 
Score: -13867210.000000 Penalty: 1151.599976
	Iteration 169Q: 3 clusters Score -1.386721e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 189168 members 
Entering Unmasked Estep 
Score: -13867215.000000 Penalty: 1151.599976
	Iteration 170Q: 3 clusters Score -1.386722e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 189757 members 
Entering Unmasked Estep 
Score: -13867217.000000 Penalty: 1151.599976
	Iteration 171Q: 3 clusters Score -1.386722e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 190330 members 
Entering Unmasked Estep 
Score: -13867159.000000 Penalty: 1151.599976
	Iteration 172Q: 3 clusters Score -1.386716e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -13867144.000000 Penalty: 1151.599976
	Iteration 173Q: 3 clusters Score -1.386714e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -13867097.000000 Penalty: 1151.599976
	Iteration 174Q: 3 clusters Score -1.38671e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121223 members 
Mstep: Class 2 contains 192086 members 
Entering Unmasked Estep 
Score: -13867120.000000 Penalty: 1151.599976
	Iteration 175Q: 3 clusters Score -1.386712e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -13867133.000000 Penalty: 1151.599976
	Iteration 176Q: 3 clusters Score -1.386713e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 193258 members 
Entering Unmasked Estep 
Score: -13867163.000000 Penalty: 1151.599976
	Iteration 177Q: 3 clusters Score -1.386716e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 193900 members 
Entering Unmasked Estep 
Score: -13867184.000000 Penalty: 1151.599976
	Iteration 178Q: 3 clusters Score -1.386718e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -13867184.000000 Penalty: 1151.599976
	Iteration 179Q: 3 clusters Score -1.386718e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118135 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -13867175.000000 Penalty: 1151.599976
	Iteration 180F: 3 clusters Score -1.386718e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -13867194.000000 Penalty: 1151.599976
	Iteration 181Q: 3 clusters Score -1.386719e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -13867101.000000 Penalty: 1151.599976
	Iteration 182Q: 3 clusters Score -1.38671e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 197368 members 
Entering Unmasked Estep 
Score: -13867147.000000 Penalty: 1151.599976
	Iteration 183Q: 3 clusters Score -1.386715e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 198044 members 
Entering Unmasked Estep 
Score: -13867182.000000 Penalty: 1151.599976
	Iteration 184Q: 3 clusters Score -1.386718e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 198664 members 
Entering Unmasked Estep 
Score: -13867231.000000 Penalty: 1151.599976
	Iteration 185Q: 3 clusters Score -1.386723e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114048 members 
Mstep: Class 2 contains 199261 members 
Entering Unmasked Estep 
Score: -13867263.000000 Penalty: 1151.599976
	Iteration 186Q: 3 clusters Score -1.386726e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 199916 members 
Entering Unmasked Estep 
Score: -13867303.000000 Penalty: 1151.599976
	Iteration 187Q: 3 clusters Score -1.38673e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 200541 members 
Entering Unmasked Estep 
Score: -13867335.000000 Penalty: 1151.599976
	Iteration 188Q: 3 clusters Score -1.386734e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 201142 members 
Entering Unmasked Estep 
Score: -13867292.000000 Penalty: 1151.599976
	Iteration 189Q: 3 clusters Score -1.386729e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 201785 members 
Entering Unmasked Estep 
Score: -13867282.000000 Penalty: 1151.599976
	Iteration 190Q: 3 clusters Score -1.386728e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 202460 members 
Entering Unmasked Estep 
Score: -13867294.000000 Penalty: 1151.599976
	Iteration 191Q: 3 clusters Score -1.386729e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 203092 members 
Entering Unmasked Estep 
Score: -13867297.000000 Penalty: 1151.599976
	Iteration 192Q: 3 clusters Score -1.38673e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 203699 members 
Entering Unmasked Estep 
Score: -13867394.000000 Penalty: 1151.599976
	Iteration 193Q: 3 clusters Score -1.386739e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 204318 members 
Entering Unmasked Estep 
Score: -13867439.000000 Penalty: 1151.599976
	Iteration 194Q: 3 clusters Score -1.386744e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -13867424.000000 Penalty: 1151.599976
	Iteration 195Q: 3 clusters Score -1.386742e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 205455 members 
Entering Unmasked Estep 
Score: -13867445.000000 Penalty: 1151.599976
	Iteration 196Q: 3 clusters Score -1.386744e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -13867489.000000 Penalty: 1151.599976
	Iteration 197Q: 3 clusters Score -1.386749e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 206488 members 
Entering Unmasked Estep 
Score: -13867414.000000 Penalty: 1151.599976
	Iteration 198Q: 3 clusters Score -1.386741e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 206976 members 
Entering Unmasked Estep 
Score: -13867411.000000 Penalty: 1151.599976
	Iteration 199Q: 3 clusters Score -1.386741e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 207442 members 
Entering Unmasked Estep 
Score: -13867417.000000 Penalty: 1151.599976
	Iteration 200F: 3 clusters Score -1.386742e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 207911 members 
Entering Unmasked Estep 
Score: -13867424.000000 Penalty: 1151.599976
	Iteration 201Q: 3 clusters Score -1.386742e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 208405 members 
Entering Unmasked Estep 
Score: -13867373.000000 Penalty: 1151.599976
	Iteration 202Q: 3 clusters Score -1.386737e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 208865 members 
Entering Unmasked Estep 
Score: -13867368.000000 Penalty: 1151.599976
	Iteration 203Q: 3 clusters Score -1.386737e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 209303 members 
Entering Unmasked Estep 
Score: -13867375.000000 Penalty: 1151.599976
	Iteration 204Q: 3 clusters Score -1.386738e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 209742 members 
Entering Unmasked Estep 
Score: -13867376.000000 Penalty: 1151.599976
	Iteration 205Q: 3 clusters Score -1.386738e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -13867378.000000 Penalty: 1151.599976
	Iteration 206Q: 3 clusters Score -1.386738e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 210631 members 
Entering Unmasked Estep 
Score: -13867441.000000 Penalty: 1151.599976
	Iteration 207Q: 3 clusters Score -1.386744e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102217 members 
Mstep: Class 2 contains 211092 members 
Entering Unmasked Estep 
Score: -13867449.000000 Penalty: 1151.599976
	Iteration 208Q: 3 clusters Score -1.386745e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 211541 members 
Entering Unmasked Estep 
Score: -13867401.000000 Penalty: 1151.599976
	Iteration 209Q: 3 clusters Score -1.38674e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 211978 members 
Entering Unmasked Estep 
Score: -13867408.000000 Penalty: 1151.599976
	Iteration 210Q: 3 clusters Score -1.386741e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 212406 members 
Entering Unmasked Estep 
Score: -13867405.000000 Penalty: 1151.599976
	Iteration 211Q: 3 clusters Score -1.38674e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 212866 members 
Entering Unmasked Estep 
Score: -13867397.000000 Penalty: 1151.599976
	Iteration 212Q: 3 clusters Score -1.38674e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 213364 members 
Entering Unmasked Estep 
Score: -13867391.000000 Penalty: 1151.599976
	Iteration 213Q: 3 clusters Score -1.386739e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 213891 members 
Entering Unmasked Estep 
Score: -13867380.000000 Penalty: 1151.599976
	Iteration 214Q: 3 clusters Score -1.386738e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 214393 members 
Entering Unmasked Estep 
Score: -13867437.000000 Penalty: 1151.599976
	Iteration 215Q: 3 clusters Score -1.386744e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 214913 members 
Entering Unmasked Estep 
Score: -13867363.000000 Penalty: 1151.599976
	Iteration 216Q: 3 clusters Score -1.386736e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 215411 members 
Entering Unmasked Estep 
Score: -13867418.000000 Penalty: 1151.599976
	Iteration 217Q: 3 clusters Score -1.386742e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 215892 members 
Entering Unmasked Estep 
Score: -13867408.000000 Penalty: 1151.599976
	Iteration 218Q: 3 clusters Score -1.386741e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 216393 members 
Entering Unmasked Estep 
Score: -13867406.000000 Penalty: 1151.599976
	Iteration 219Q: 3 clusters Score -1.386741e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 216887 members 
Entering Unmasked Estep 
Score: -13867406.000000 Penalty: 1151.599976
	Iteration 220F: 3 clusters Score -1.386741e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 217418 members 
Entering Unmasked Estep 
Score: -13867453.000000 Penalty: 1151.599976
	Iteration 221Q: 3 clusters Score -1.386745e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 217991 members 
Entering Unmasked Estep 
Score: -13867460.000000 Penalty: 1151.599976
	Iteration 222Q: 3 clusters Score -1.386746e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 218593 members 
Entering Unmasked Estep 
Score: -13867536.000000 Penalty: 1151.599976
	Iteration 223Q: 3 clusters Score -1.386754e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 219200 members 
Entering Unmasked Estep 
Score: -13867525.000000 Penalty: 1151.599976
	Iteration 224Q: 3 clusters Score -1.386752e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 219830 members 
Entering Unmasked Estep 
Score: -13867521.000000 Penalty: 1151.599976
	Iteration 225Q: 3 clusters Score -1.386752e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 220466 members 
Entering Unmasked Estep 
Score: -13867544.000000 Penalty: 1151.599976
	Iteration 226Q: 3 clusters Score -1.386754e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 221055 members 
Entering Unmasked Estep 
Score: -13867507.000000 Penalty: 1151.599976
	Iteration 227Q: 3 clusters Score -1.386751e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 221665 members 
Entering Unmasked Estep 
Score: -13867536.000000 Penalty: 1151.599976
	Iteration 228Q: 3 clusters Score -1.386754e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -13867568.000000 Penalty: 1151.599976
	Iteration 229Q: 3 clusters Score -1.386757e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 222760 members 
Entering Unmasked Estep 
Score: -13867586.000000 Penalty: 1151.599976
	Iteration 230Q: 3 clusters Score -1.386759e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 223323 members 
Entering Unmasked Estep 
Score: -13867631.000000 Penalty: 1151.599976
	Iteration 231Q: 3 clusters Score -1.386763e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 223952 members 
Entering Unmasked Estep 
Score: -13867648.000000 Penalty: 1151.599976
	Iteration 232Q: 3 clusters Score -1.386765e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 224552 members 
Entering Unmasked Estep 
Score: -13867651.000000 Penalty: 1151.599976
	Iteration 233Q: 3 clusters Score -1.386765e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 225123 members 
Entering Unmasked Estep 
Score: -13867660.000000 Penalty: 1151.599976
	Iteration 234Q: 3 clusters Score -1.386766e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -13867733.000000 Penalty: 1151.599976
	Iteration 235Q: 3 clusters Score -1.386773e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 226309 members 
Entering Unmasked Estep 
Score: -13867696.000000 Penalty: 1151.599976
	Iteration 236Q: 3 clusters Score -1.38677e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 226910 members 
Entering Unmasked Estep 
Score: -13867689.000000 Penalty: 1151.599976
	Iteration 237Q: 3 clusters Score -1.386769e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 227463 members 
Entering Unmasked Estep 
Score: -13867664.000000 Penalty: 1151.599976
	Iteration 238Q: 3 clusters Score -1.386766e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 228071 members 
Entering Unmasked Estep 
Score: -13867671.000000 Penalty: 1151.599976
	Iteration 239Q: 3 clusters Score -1.386767e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 228677 members 
Entering Unmasked Estep 
Score: -13867693.000000 Penalty: 1151.599976
	Iteration 240F: 3 clusters Score -1.386769e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 229301 members 
Entering Unmasked Estep 
Score: -13867689.000000 Penalty: 1151.599976
	Iteration 241Q: 3 clusters Score -1.386769e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 229891 members 
Entering Unmasked Estep 
Score: -13867613.000000 Penalty: 1151.599976
	Iteration 242Q: 3 clusters Score -1.386761e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 230532 members 
Entering Unmasked Estep 
Score: -13867541.000000 Penalty: 1151.599976
	Iteration 243Q: 3 clusters Score -1.386754e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 231177 members 
Entering Unmasked Estep 
Score: -13867561.000000 Penalty: 1151.599976
	Iteration 244Q: 3 clusters Score -1.386756e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 231800 members 
Entering Unmasked Estep 
Score: -13867560.000000 Penalty: 1151.599976
	Iteration 245Q: 3 clusters Score -1.386756e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 232372 members 
Entering Unmasked Estep 
Score: -13867585.000000 Penalty: 1151.599976
	Iteration 246Q: 3 clusters Score -1.386758e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 232929 members 
Entering Unmasked Estep 
Score: -13867577.000000 Penalty: 1151.599976
	Iteration 247Q: 3 clusters Score -1.386758e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 233498 members 
Entering Unmasked Estep 
Score: -13867616.000000 Penalty: 1151.599976
	Iteration 248Q: 3 clusters Score -1.386762e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 234094 members 
Entering Unmasked Estep 
Score: -13867616.000000 Penalty: 1151.599976
	Iteration 249Q: 3 clusters Score -1.386762e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 234652 members 
Entering Unmasked Estep 
Score: -13867626.000000 Penalty: 1151.599976
	Iteration 250Q: 3 clusters Score -1.386763e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 235210 members 
Entering Unmasked Estep 
Score: -13867595.000000 Penalty: 1151.599976
	Iteration 251Q: 3 clusters Score -1.38676e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 235779 members 
Entering Unmasked Estep 
Score: -13867635.000000 Penalty: 1151.599976
	Iteration 252Q: 3 clusters Score -1.386764e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 236354 members 
Entering Unmasked Estep 
Score: -13867647.000000 Penalty: 1151.599976
	Iteration 253Q: 3 clusters Score -1.386765e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 236896 members 
Entering Unmasked Estep 
Score: -13867635.000000 Penalty: 1151.599976
	Iteration 254Q: 3 clusters Score -1.386764e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 237428 members 
Entering Unmasked Estep 
Score: -13867656.000000 Penalty: 1151.599976
	Iteration 255Q: 3 clusters Score -1.386766e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 237902 members 
Entering Unmasked Estep 
Score: -13867659.000000 Penalty: 1151.599976
	Iteration 256Q: 3 clusters Score -1.386766e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 238361 members 
Entering Unmasked Estep 
Score: -13867679.000000 Penalty: 1151.599976
	Iteration 257Q: 3 clusters Score -1.386768e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 238839 members 
Entering Unmasked Estep 
Score: -13867622.000000 Penalty: 1151.599976
	Iteration 258Q: 3 clusters Score -1.386762e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 239310 members 
Entering Unmasked Estep 
Score: -13867606.000000 Penalty: 1151.599976
	Iteration 259Q: 3 clusters Score -1.386761e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 239753 members 
Entering Unmasked Estep 
Score: -13867606.000000 Penalty: 1151.599976
	Iteration 260F: 3 clusters Score -1.386761e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 240185 members 
Entering Unmasked Estep 
Score: -13867629.000000 Penalty: 1151.599976
	Iteration 261Q: 3 clusters Score -1.386763e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 240661 members 
Entering Unmasked Estep 
Score: -13867589.000000 Penalty: 1151.599976
	Iteration 262Q: 3 clusters Score -1.386759e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 241169 members 
Entering Unmasked Estep 
Score: -13867605.000000 Penalty: 1151.599976
	Iteration 263Q: 3 clusters Score -1.38676e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 241704 members 
Entering Unmasked Estep 
Score: -13867667.000000 Penalty: 1151.599976
	Iteration 264Q: 3 clusters Score -1.386767e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 242154 members 
Entering Unmasked Estep 
Score: -13867721.000000 Penalty: 1151.599976
	Iteration 265Q: 3 clusters Score -1.386772e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 242592 members 
Entering Unmasked Estep 
Score: -13867789.000000 Penalty: 1151.599976
	Iteration 266Q: 3 clusters Score -1.386779e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 243061 members 
Entering Unmasked Estep 
Score: -13867784.000000 Penalty: 1151.599976
	Iteration 267Q: 3 clusters Score -1.386778e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 243522 members 
Entering Unmasked Estep 
Score: -13867743.000000 Penalty: 1151.599976
	Iteration 268Q: 3 clusters Score -1.386774e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 244038 members 
Entering Unmasked Estep 
Score: -13867743.000000 Penalty: 1151.599976
	Iteration 269Q: 3 clusters Score -1.386774e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 244536 members 
Entering Unmasked Estep 
Score: -13867696.000000 Penalty: 1151.599976
	Iteration 270Q: 3 clusters Score -1.38677e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -13867771.000000 Penalty: 1151.599976
	Iteration 271Q: 3 clusters Score -1.386777e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 245511 members 
Entering Unmasked Estep 
Score: -13867789.000000 Penalty: 1151.599976
	Iteration 272Q: 3 clusters Score -1.386779e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 246040 members 
Entering Unmasked Estep 
Score: -13867826.000000 Penalty: 1151.599976
	Iteration 273Q: 3 clusters Score -1.386783e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 246563 members 
Entering Unmasked Estep 
Score: -13867806.000000 Penalty: 1151.599976
	Iteration 274Q: 3 clusters Score -1.386781e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 247016 members 
Entering Unmasked Estep 
Score: -13867813.000000 Penalty: 1151.599976
	Iteration 275Q: 3 clusters Score -1.386781e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 247521 members 
Entering Unmasked Estep 
Score: -13867841.000000 Penalty: 1151.599976
	Iteration 276Q: 3 clusters Score -1.386784e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 248018 members 
Entering Unmasked Estep 
Score: -13867862.000000 Penalty: 1151.599976
	Iteration 277Q: 3 clusters Score -1.386786e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 248477 members 
Entering Unmasked Estep 
Score: -13867856.000000 Penalty: 1151.599976
	Iteration 278Q: 3 clusters Score -1.386786e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 248931 members 
Entering Unmasked Estep 
Score: -13867783.000000 Penalty: 1151.599976
	Iteration 279Q: 3 clusters Score -1.386778e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 249397 members 
Entering Unmasked Estep 
Score: -13867757.000000 Penalty: 1151.599976
	Iteration 280F: 3 clusters Score -1.386776e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 249778 members 
Entering Unmasked Estep 
Score: -13867762.000000 Penalty: 1151.599976
	Iteration 281Q: 3 clusters Score -1.386776e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 250233 members 
Entering Unmasked Estep 
Score: -13867751.000000 Penalty: 1151.599976
	Iteration 282Q: 3 clusters Score -1.386775e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 250681 members 
Entering Unmasked Estep 
Score: -13867713.000000 Penalty: 1151.599976
	Iteration 283Q: 3 clusters Score -1.386771e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 251138 members 
Entering Unmasked Estep 
Score: -13867717.000000 Penalty: 1151.599976
	Iteration 284Q: 3 clusters Score -1.386772e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 251606 members 
Entering Unmasked Estep 
Score: -13867738.000000 Penalty: 1151.599976
	Iteration 285Q: 3 clusters Score -1.386774e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 252101 members 
Entering Unmasked Estep 
Score: -13867767.000000 Penalty: 1151.599976
	Iteration 286Q: 3 clusters Score -1.386777e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 252615 members 
Entering Unmasked Estep 
Score: -13867805.000000 Penalty: 1151.599976
	Iteration 287Q: 3 clusters Score -1.38678e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 253100 members 
Entering Unmasked Estep 
Score: -13867843.000000 Penalty: 1151.599976
	Iteration 288Q: 3 clusters Score -1.386784e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 253590 members 
Entering Unmasked Estep 
Score: -13867868.000000 Penalty: 1151.599976
	Iteration 289Q: 3 clusters Score -1.386787e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 254087 members 
Entering Unmasked Estep 
Score: -13867857.000000 Penalty: 1151.599976
	Iteration 290Q: 3 clusters Score -1.386786e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 254580 members 
Entering Unmasked Estep 
Score: -13867908.000000 Penalty: 1151.599976
	Iteration 291Q: 3 clusters Score -1.386791e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 255031 members 
Entering Unmasked Estep 
Score: -13867898.000000 Penalty: 1151.599976
	Iteration 292Q: 3 clusters Score -1.38679e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 255519 members 
Entering Unmasked Estep 
Score: -13867925.000000 Penalty: 1151.599976
	Iteration 293Q: 3 clusters Score -1.386792e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 256025 members 
Entering Unmasked Estep 
Score: -13867914.000000 Penalty: 1151.599976
	Iteration 294Q: 3 clusters Score -1.386791e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 256515 members 
Entering Unmasked Estep 
Score: -13867886.000000 Penalty: 1151.599976
	Iteration 295Q: 3 clusters Score -1.386789e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 257001 members 
Entering Unmasked Estep 
Score: -13867922.000000 Penalty: 1151.599976
	Iteration 296Q: 3 clusters Score -1.386792e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 257505 members 
Entering Unmasked Estep 
Score: -13867898.000000 Penalty: 1151.599976
	Iteration 297Q: 3 clusters Score -1.38679e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 258021 members 
Entering Unmasked Estep 
Score: -13867940.000000 Penalty: 1151.599976
	Iteration 298Q: 3 clusters Score -1.386794e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 258514 members 
Entering Unmasked Estep 
Score: -13867928.000000 Penalty: 1151.599976
	Iteration 299Q: 3 clusters Score -1.386793e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 258982 members 
Entering Unmasked Estep 
Score: -13867934.000000 Penalty: 1151.599976
	Iteration 300F: 3 clusters Score -1.386793e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 259436 members 
Entering Unmasked Estep 
Score: -13867872.000000 Penalty: 1151.599976
	Iteration 301Q: 3 clusters Score -1.386787e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 259875 members 
Entering Unmasked Estep 
Score: -13867879.000000 Penalty: 1151.599976
	Iteration 302Q: 3 clusters Score -1.386788e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 260340 members 
Entering Unmasked Estep 
Score: -13867891.000000 Penalty: 1151.599976
	Iteration 303Q: 3 clusters Score -1.386789e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 260802 members 
Entering Unmasked Estep 
Score: -13867881.000000 Penalty: 1151.599976
	Iteration 304Q: 3 clusters Score -1.386788e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 261274 members 
Entering Unmasked Estep 
Score: -13867921.000000 Penalty: 1151.599976
	Iteration 305Q: 3 clusters Score -1.386792e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 261774 members 
Entering Unmasked Estep 
Score: -13867922.000000 Penalty: 1151.599976
	Iteration 306Q: 3 clusters Score -1.386792e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 262279 members 
Entering Unmasked Estep 
Score: -13867926.000000 Penalty: 1151.599976
	Iteration 307Q: 3 clusters Score -1.386793e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 262783 members 
Entering Unmasked Estep 
Score: -13867943.000000 Penalty: 1151.599976
	Iteration 308Q: 3 clusters Score -1.386794e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 263266 members 
Entering Unmasked Estep 
Score: -13867971.000000 Penalty: 1151.599976
	Iteration 309Q: 3 clusters Score -1.386797e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 263735 members 
Entering Unmasked Estep 
Score: -13867921.000000 Penalty: 1151.599976
	Iteration 310Q: 3 clusters Score -1.386792e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 264183 members 
Entering Unmasked Estep 
Score: -13867925.000000 Penalty: 1151.599976
	Iteration 311Q: 3 clusters Score -1.386792e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 264703 members 
Entering Unmasked Estep 
Score: -13867933.000000 Penalty: 1151.599976
	Iteration 312Q: 3 clusters Score -1.386793e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 265178 members 
Entering Unmasked Estep 
Score: -13867993.000000 Penalty: 1151.599976
	Iteration 313Q: 3 clusters Score -1.386799e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 265630 members 
Entering Unmasked Estep 
Score: -13867951.000000 Penalty: 1151.599976
	Iteration 314Q: 3 clusters Score -1.386795e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 266071 members 
Entering Unmasked Estep 
Score: -13867960.000000 Penalty: 1151.599976
	Iteration 315Q: 3 clusters Score -1.386796e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 266458 members 
Entering Unmasked Estep 
Score: -13867996.000000 Penalty: 1151.599976
	Iteration 316Q: 3 clusters Score -1.3868e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 266811 members 
Entering Unmasked Estep 
Score: -13867956.000000 Penalty: 1151.599976
	Iteration 317Q: 3 clusters Score -1.386796e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 267202 members 
Entering Unmasked Estep 
Score: -13867918.000000 Penalty: 1151.599976
	Iteration 318Q: 3 clusters Score -1.386792e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 267663 members 
Entering Unmasked Estep 
Score: -13867964.000000 Penalty: 1151.599976
	Iteration 319Q: 3 clusters Score -1.386796e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 268133 members 
Entering Unmasked Estep 
Score: -13868017.000000 Penalty: 1151.599976
	Iteration 320F: 3 clusters Score -1.386802e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 268610 members 
Entering Unmasked Estep 
Score: -13868081.000000 Penalty: 1151.599976
	Iteration 321Q: 3 clusters Score -1.386808e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 269100 members 
Entering Unmasked Estep 
Score: -13868114.000000 Penalty: 1151.599976
	Iteration 322Q: 3 clusters Score -1.386811e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 269644 members 
Entering Unmasked Estep 
Score: -13868127.000000 Penalty: 1151.599976
	Iteration 323Q: 3 clusters Score -1.386813e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 270134 members 
Entering Unmasked Estep 
Score: -13868125.000000 Penalty: 1151.599976
	Iteration 324Q: 3 clusters Score -1.386812e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 270632 members 
Entering Unmasked Estep 
Score: -13868159.000000 Penalty: 1151.599976
	Iteration 325Q: 3 clusters Score -1.386816e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 271110 members 
Entering Unmasked Estep 
Score: -13868201.000000 Penalty: 1151.599976
	Iteration 326Q: 3 clusters Score -1.38682e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 271541 members 
Entering Unmasked Estep 
Score: -13868190.000000 Penalty: 1151.599976
	Iteration 327Q: 3 clusters Score -1.386819e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 271990 members 
Entering Unmasked Estep 
Score: -13868190.000000 Penalty: 1151.599976
	Iteration 328Q: 3 clusters Score -1.386819e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -13868186.000000 Penalty: 1151.599976
	Iteration 329Q: 3 clusters Score -1.386819e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 272939 members 
Entering Unmasked Estep 
Score: -13868182.000000 Penalty: 1151.599976
	Iteration 330Q: 3 clusters Score -1.386818e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 273423 members 
Entering Unmasked Estep 
Score: -13868175.000000 Penalty: 1151.599976
	Iteration 331Q: 3 clusters Score -1.386818e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 273926 members 
Entering Unmasked Estep 
Score: -13868200.000000 Penalty: 1151.599976
	Iteration 332Q: 3 clusters Score -1.38682e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 274470 members 
Entering Unmasked Estep 
Score: -13868235.000000 Penalty: 1151.599976
	Iteration 333Q: 3 clusters Score -1.386824e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 274976 members 
Entering Unmasked Estep 
Score: -13868237.000000 Penalty: 1151.599976
	Iteration 334Q: 3 clusters Score -1.386824e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 275486 members 
Entering Unmasked Estep 
Score: -13868245.000000 Penalty: 1151.599976
	Iteration 335Q: 3 clusters Score -1.386824e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 275961 members 
Entering Unmasked Estep 
Score: -13868228.000000 Penalty: 1151.599976
	Iteration 336Q: 3 clusters Score -1.386823e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 276422 members 
Entering Unmasked Estep 
Score: -13868269.000000 Penalty: 1151.599976
	Iteration 337Q: 3 clusters Score -1.386827e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 276896 members 
Entering Unmasked Estep 
Score: -13868254.000000 Penalty: 1151.599976
	Iteration 338Q: 3 clusters Score -1.386825e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 277375 members 
Entering Unmasked Estep 
Score: -13868306.000000 Penalty: 1151.599976
	Iteration 339Q: 3 clusters Score -1.386831e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 277843 members 
Entering Unmasked Estep 
Score: -13868332.000000 Penalty: 1151.599976
	Iteration 340F: 3 clusters Score -1.386833e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 278308 members 
Entering Unmasked Estep 
Score: -13868349.000000 Penalty: 1151.599976
	Iteration 341Q: 3 clusters Score -1.386835e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 278834 members 
Entering Unmasked Estep 
Score: -13868419.000000 Penalty: 1151.599976
	Iteration 342Q: 3 clusters Score -1.386842e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 279323 members 
Entering Unmasked Estep 
Score: -13868463.000000 Penalty: 1151.599976
	Iteration 343Q: 3 clusters Score -1.386846e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 279813 members 
Entering Unmasked Estep 
Score: -13868501.000000 Penalty: 1151.599976
	Iteration 344Q: 3 clusters Score -1.38685e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 280297 members 
Entering Unmasked Estep 
Score: -13868508.000000 Penalty: 1151.599976
	Iteration 345Q: 3 clusters Score -1.386851e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 280790 members 
Entering Unmasked Estep 
Score: -13868520.000000 Penalty: 1151.599976
	Iteration 346Q: 3 clusters Score -1.386852e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 281275 members 
Entering Unmasked Estep 
Score: -13868537.000000 Penalty: 1151.599976
	Iteration 347Q: 3 clusters Score -1.386854e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 281826 members 
Entering Unmasked Estep 
Score: -13868611.000000 Penalty: 1151.599976
	Iteration 348Q: 3 clusters Score -1.386861e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -13868613.000000 Penalty: 1151.599976
	Iteration 349Q: 3 clusters Score -1.386861e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 282754 members 
Entering Unmasked Estep 
Score: -13868714.000000 Penalty: 1151.599976
	Iteration 350Q: 3 clusters Score -1.386871e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 283221 members 
Entering Unmasked Estep 
Score: -13868748.000000 Penalty: 1151.599976
	Iteration 351Q: 3 clusters Score -1.386875e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 283663 members 
Entering Unmasked Estep 
Score: -13868755.000000 Penalty: 1151.599976
	Iteration 352Q: 3 clusters Score -1.386876e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 284053 members 
Entering Unmasked Estep 
Score: -13868752.000000 Penalty: 1151.599976
	Iteration 353Q: 3 clusters Score -1.386875e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 284433 members 
Entering Unmasked Estep 
Score: -13868779.000000 Penalty: 1151.599976
	Iteration 354Q: 3 clusters Score -1.386878e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 284849 members 
Entering Unmasked Estep 
Score: -13868827.000000 Penalty: 1151.599976
	Iteration 355Q: 3 clusters Score -1.386883e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 285292 members 
Entering Unmasked Estep 
Score: -13868887.000000 Penalty: 1151.599976
	Iteration 356Q: 3 clusters Score -1.386889e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 285747 members 
Entering Unmasked Estep 
Score: -13868903.000000 Penalty: 1151.599976
	Iteration 357Q: 3 clusters Score -1.38689e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 286160 members 
Entering Unmasked Estep 
Score: -13868919.000000 Penalty: 1151.599976
	Iteration 358Q: 3 clusters Score -1.386892e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 286606 members 
Entering Unmasked Estep 
Score: -13868926.000000 Penalty: 1151.599976
	Iteration 359Q: 3 clusters Score -1.386893e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 287076 members 
Entering Unmasked Estep 
Score: -13869015.000000 Penalty: 1151.599976
	Iteration 360F: 3 clusters Score -1.386902e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 287569 members 
Entering Unmasked Estep 
Score: -13869063.000000 Penalty: 1151.599976
	Iteration 361Q: 3 clusters Score -1.386906e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 288065 members 
Entering Unmasked Estep 
Score: -13869079.000000 Penalty: 1151.599976
	Iteration 362Q: 3 clusters Score -1.386908e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 288619 members 
Entering Unmasked Estep 
Score: -13869157.000000 Penalty: 1151.599976
	Iteration 363Q: 3 clusters Score -1.386916e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 289213 members 
Entering Unmasked Estep 
Score: -13869227.000000 Penalty: 1151.599976
	Iteration 364Q: 3 clusters Score -1.386923e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 289814 members 
Entering Unmasked Estep 
Score: -13869282.000000 Penalty: 1151.599976
	Iteration 365Q: 3 clusters Score -1.386928e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 290412 members 
Entering Unmasked Estep 
Score: -13869315.000000 Penalty: 1151.599976
	Iteration 366Q: 3 clusters Score -1.386932e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 291032 members 
Entering Unmasked Estep 
Score: -13869342.000000 Penalty: 1151.599976
	Iteration 367Q: 3 clusters Score -1.386934e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 291676 members 
Entering Unmasked Estep 
Score: -13869371.000000 Penalty: 1151.599976
	Iteration 368Q: 3 clusters Score -1.386937e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 292299 members 
Entering Unmasked Estep 
Score: -13869366.000000 Penalty: 1151.599976
	Iteration 369Q: 3 clusters Score -1.386937e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 292974 members 
Entering Unmasked Estep 
Score: -13869433.000000 Penalty: 1151.599976
	Iteration 370Q: 3 clusters Score -1.386943e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 293624 members 
Entering Unmasked Estep 
Score: -13869439.000000 Penalty: 1151.599976
	Iteration 371Q: 3 clusters Score -1.386944e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 294248 members 
Entering Unmasked Estep 
Score: -13869519.000000 Penalty: 1151.599976
	Iteration 372Q: 3 clusters Score -1.386952e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 294874 members 
Entering Unmasked Estep 
Score: -13869496.000000 Penalty: 1151.599976
	Iteration 373Q: 3 clusters Score -1.38695e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 295429 members 
Entering Unmasked Estep 
Score: -13869520.000000 Penalty: 1151.599976
	Iteration 374Q: 3 clusters Score -1.386952e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 296054 members 
Entering Unmasked Estep 
Score: -13869592.000000 Penalty: 1151.599976
	Iteration 375Q: 3 clusters Score -1.386959e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 296706 members 
Entering Unmasked Estep 
Score: -13869743.000000 Penalty: 1151.599976
	Iteration 376Q: 3 clusters Score -1.386974e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 297389 members 
Entering Unmasked Estep 
Score: -13869791.000000 Penalty: 1151.599976
	Iteration 377Q: 3 clusters Score -1.386979e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 298062 members 
Entering Unmasked Estep 
Score: -13869765.000000 Penalty: 1151.599976
	Iteration 378Q: 3 clusters Score -1.386976e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 298653 members 
Entering Unmasked Estep 
Score: -13869793.000000 Penalty: 1151.599976
	Iteration 379Q: 3 clusters Score -1.386979e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 299258 members 
Entering Unmasked Estep 
Score: -13869781.000000 Penalty: 1151.599976
	Iteration 380F: 3 clusters Score -1.386978e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 299854 members 
Entering Unmasked Estep 
Score: -13869850.000000 Penalty: 1151.599976
	Iteration 381Q: 3 clusters Score -1.386985e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 300410 members 
Entering Unmasked Estep 
Score: -13869858.000000 Penalty: 1151.599976
	Iteration 382Q: 3 clusters Score -1.386986e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 300934 members 
Entering Unmasked Estep 
Score: -13869947.000000 Penalty: 1151.599976
	Iteration 383Q: 3 clusters Score -1.386995e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 301490 members 
Entering Unmasked Estep 
Score: -13869952.000000 Penalty: 1151.599976
	Iteration 384Q: 3 clusters Score -1.386995e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 302023 members 
Entering Unmasked Estep 
Score: -13869978.000000 Penalty: 1151.599976
	Iteration 385Q: 3 clusters Score -1.386998e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 302531 members 
Entering Unmasked Estep 
Score: -13870029.000000 Penalty: 1151.599976
	Iteration 386Q: 3 clusters Score -1.387003e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 303067 members 
Entering Unmasked Estep 
Score: -13870119.000000 Penalty: 1151.599976
	Iteration 387Q: 3 clusters Score -1.387012e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 303586 members 
Entering Unmasked Estep 
Score: -13870173.000000 Penalty: 1151.599976
	Iteration 388Q: 3 clusters Score -1.387017e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 304063 members 
Entering Unmasked Estep 
Score: -13870183.000000 Penalty: 1151.599976
	Iteration 389Q: 3 clusters Score -1.387018e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 304540 members 
Entering Unmasked Estep 
Score: -13870249.000000 Penalty: 1151.599976
	Iteration 390Q: 3 clusters Score -1.387025e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 304974 members 
Entering Unmasked Estep 
Score: -13870309.000000 Penalty: 1151.599976
	Iteration 391Q: 3 clusters Score -1.387031e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 305415 members 
Entering Unmasked Estep 
Score: -13870328.000000 Penalty: 1151.599976
	Iteration 392Q: 3 clusters Score -1.387033e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 305857 members 
Entering Unmasked Estep 
Score: -13870363.000000 Penalty: 1151.599976
	Iteration 393Q: 3 clusters Score -1.387036e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 306279 members 
Entering Unmasked Estep 
Score: -13870429.000000 Penalty: 1151.599976
	Iteration 394Q: 3 clusters Score -1.387043e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 306704 members 
Entering Unmasked Estep 
Score: -13870479.000000 Penalty: 1151.599976
	Iteration 395Q: 3 clusters Score -1.387048e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 307092 members 
Entering Unmasked Estep 
Score: -13870509.000000 Penalty: 1151.599976
	Iteration 396Q: 3 clusters Score -1.387051e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 307505 members 
Entering Unmasked Estep 
Score: -13870554.000000 Penalty: 1151.599976
	Iteration 397Q: 3 clusters Score -1.387055e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 307912 members 
Entering Unmasked Estep 
Score: -13870543.000000 Penalty: 1151.599976
	Iteration 398Q: 3 clusters Score -1.387054e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 308304 members 
Entering Unmasked Estep 
Score: -13870590.000000 Penalty: 1151.599976
	Iteration 399Q: 3 clusters Score -1.387059e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 308660 members 
Entering Unmasked Estep 
Score: -13870621.000000 Penalty: 1151.599976
	Iteration 400F: 3 clusters Score -1.387062e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 308989 members 
Entering Unmasked Estep 
Score: -13870611.000000 Penalty: 1151.599976
	Iteration 401Q: 3 clusters Score -1.387061e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 309315 members 
Entering Unmasked Estep 
Score: -13870657.000000 Penalty: 1151.599976
	Iteration 402Q: 3 clusters Score -1.387066e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 309602 members 
Entering Unmasked Estep 
Score: -13870683.000000 Penalty: 1151.599976
	Iteration 403Q: 3 clusters Score -1.387068e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 309862 members 
Entering Unmasked Estep 
Score: -13870705.000000 Penalty: 1151.599976
	Iteration 404Q: 3 clusters Score -1.38707e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 310101 members 
Entering Unmasked Estep 
Score: -13870716.000000 Penalty: 1151.599976
	Iteration 405Q: 3 clusters Score -1.387072e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 310318 members 
Entering Unmasked Estep 
Score: -13870719.000000 Penalty: 1151.599976
	Iteration 406Q: 3 clusters Score -1.387072e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 310502 members 
Entering Unmasked Estep 
Score: -13870711.000000 Penalty: 1151.599976
	Iteration 407Q: 3 clusters Score -1.387071e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 310687 members 
Entering Unmasked Estep 
Score: -13870732.000000 Penalty: 1151.599976
	Iteration 408Q: 3 clusters Score -1.387073e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 310844 members 
Entering Unmasked Estep 
Score: -13870738.000000 Penalty: 1151.599976
	Iteration 409Q: 3 clusters Score -1.387074e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 310974 members 
Entering Unmasked Estep 
Score: -13870742.000000 Penalty: 1151.599976
	Iteration 410Q: 3 clusters Score -1.387074e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 311095 members 
Entering Unmasked Estep 
Score: -13870745.000000 Penalty: 1151.599976
	Iteration 411Q: 3 clusters Score -1.387074e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 311206 members 
Entering Unmasked Estep 
Score: -13870761.000000 Penalty: 1151.599976
	Iteration 412Q: 3 clusters Score -1.387076e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 311293 members 
Entering Unmasked Estep 
Score: -13870755.000000 Penalty: 1151.599976
	Iteration 413Q: 3 clusters Score -1.387076e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 311365 members 
Entering Unmasked Estep 
Score: -13870753.000000 Penalty: 1151.599976
	Iteration 414Q: 3 clusters Score -1.387075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 311427 members 
Entering Unmasked Estep 
Score: -13870777.000000 Penalty: 1151.599976
	Iteration 415Q: 3 clusters Score -1.387078e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 311495 members 
Entering Unmasked Estep 
Score: -13870792.000000 Penalty: 1151.599976
	Iteration 416Q: 3 clusters Score -1.387079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 311577 members 
Entering Unmasked Estep 
Score: -13870800.000000 Penalty: 1151.599976
	Iteration 417Q: 3 clusters Score -1.38708e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 311656 members 
Entering Unmasked Estep 
Score: -13870802.000000 Penalty: 1151.599976
	Iteration 418Q: 3 clusters Score -1.38708e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 311738 members 
Entering Unmasked Estep 
Score: -13870805.000000 Penalty: 1151.599976
	Iteration 419Q: 3 clusters Score -1.38708e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 311810 members 
Entering Unmasked Estep 
Score: -13870809.000000 Penalty: 1151.599976
	Iteration 420F: 3 clusters Score -1.387081e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 311872 members 
Entering Unmasked Estep 
Score: -13870799.000000 Penalty: 1151.599976
	Iteration 421Q: 3 clusters Score -1.38708e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 311938 members 
Entering Unmasked Estep 
Score: -13870795.000000 Penalty: 1151.599976
	Iteration 422Q: 3 clusters Score -1.38708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 312001 members 
Entering Unmasked Estep 
Score: -13870810.000000 Penalty: 1151.599976
	Iteration 423Q: 3 clusters Score -1.387081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 312063 members 
Entering Unmasked Estep 
Score: -13870810.000000 Penalty: 1151.599976
	Iteration 424Q: 3 clusters Score -1.387081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 312121 members 
Entering Unmasked Estep 
Score: -13870813.000000 Penalty: 1151.599976
	Iteration 425Q: 3 clusters Score -1.387081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 312160 members 
Entering Unmasked Estep 
Score: -13870814.000000 Penalty: 1151.599976
	Iteration 426Q: 3 clusters Score -1.387081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 312213 members 
Entering Unmasked Estep 
Score: -13870832.000000 Penalty: 1151.599976
	Iteration 427Q: 3 clusters Score -1.387083e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 312250 members 
Entering Unmasked Estep 
Score: -13870840.000000 Penalty: 1151.599976
	Iteration 428Q: 3 clusters Score -1.387084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 312285 members 
Entering Unmasked Estep 
Score: -13870856.000000 Penalty: 1151.599976
	Iteration 429Q: 3 clusters Score -1.387086e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 312323 members 
Entering Unmasked Estep 
Score: -13870849.000000 Penalty: 1151.599976
	Iteration 430Q: 3 clusters Score -1.387085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 312363 members 
Entering Unmasked Estep 
Score: -13870847.000000 Penalty: 1151.599976
	Iteration 431Q: 3 clusters Score -1.387085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 312402 members 
Entering Unmasked Estep 
Score: -13870844.000000 Penalty: 1151.599976
	Iteration 432Q: 3 clusters Score -1.387084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 312431 members 
Entering Unmasked Estep 
Score: -13870840.000000 Penalty: 1151.599976
	Iteration 433Q: 3 clusters Score -1.387084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 312465 members 
Entering Unmasked Estep 
Score: -13870837.000000 Penalty: 1151.599976
	Iteration 434Q: 3 clusters Score -1.387084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 312498 members 
Entering Unmasked Estep 
Score: -13870829.000000 Penalty: 1151.599976
	Iteration 435Q: 3 clusters Score -1.387083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 312539 members 
Entering Unmasked Estep 
Score: -13870830.000000 Penalty: 1151.599976
	Iteration 436Q: 3 clusters Score -1.387083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 312567 members 
Entering Unmasked Estep 
Score: -13870834.000000 Penalty: 1151.599976
	Iteration 437Q: 3 clusters Score -1.387083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 312590 members 
Entering Unmasked Estep 
Score: -13870834.000000 Penalty: 1151.599976
	Iteration 438Q: 3 clusters Score -1.387083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 312613 members 
Entering Unmasked Estep 
Score: -13870845.000000 Penalty: 1151.599976
	Iteration 439Q: 3 clusters Score -1.387084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 312638 members 
Entering Unmasked Estep 
Score: -13870843.000000 Penalty: 1151.599976
	Iteration 440F: 3 clusters Score -1.387084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 312657 members 
Entering Unmasked Estep 
Score: -13870843.000000 Penalty: 1151.599976
	Iteration 441Q: 3 clusters Score -1.387084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 312677 members 
Entering Unmasked Estep 
Score: -13870838.000000 Penalty: 1151.599976
	Iteration 442Q: 3 clusters Score -1.387084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 312697 members 
Entering Unmasked Estep 
Score: -13870847.000000 Penalty: 1151.599976
	Iteration 443Q: 3 clusters Score -1.387085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 312711 members 
Entering Unmasked Estep 
Score: -13870840.000000 Penalty: 1151.599976
	Iteration 444Q: 3 clusters Score -1.387084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 312724 members 
Entering Unmasked Estep 
Score: -13870845.000000 Penalty: 1151.599976
	Iteration 445Q: 3 clusters Score -1.387084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 312736 members 
Entering Unmasked Estep 
Score: -13870845.000000 Penalty: 1151.599976
	Iteration 446Q: 3 clusters Score -1.387084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 312745 members 
Entering Unmasked Estep 
Score: -13870845.000000 Penalty: 1151.599976
	Iteration 447Q: 3 clusters Score -1.387084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 312755 members 
Entering Unmasked Estep 
Score: -13870849.000000 Penalty: 1151.599976
	Iteration 448Q: 3 clusters Score -1.387085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 312758 members 
Entering Unmasked Estep 
Score: -13870867.000000 Penalty: 1151.599976
	Iteration 449Q: 3 clusters Score -1.387087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 312766 members 
Entering Unmasked Estep 
Score: -13870866.000000 Penalty: 1151.599976
	Iteration 450Q: 3 clusters Score -1.387087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 312772 members 
Entering Unmasked Estep 
Score: -13870864.000000 Penalty: 1151.599976
	Iteration 451Q: 3 clusters Score -1.387086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312781 members 
Entering Unmasked Estep 
Score: -13870857.000000 Penalty: 1151.599976
	Iteration 452Q: 3 clusters Score -1.387086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 312785 members 
Entering Unmasked Estep 
Score: -13870859.000000 Penalty: 1151.599976
	Iteration 453Q: 3 clusters Score -1.387086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312793 members 
Entering Unmasked Estep 
Score: -13870862.000000 Penalty: 1151.599976
	Iteration 454Q: 3 clusters Score -1.387086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312800 members 
Entering Unmasked Estep 
Score: -13870866.000000 Penalty: 1151.599976
	Iteration 455Q: 3 clusters Score -1.387087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 312807 members 
Entering Unmasked Estep 
Score: -13870878.000000 Penalty: 1151.599976
	Iteration 456Q: 3 clusters Score -1.387088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312808 members 
Entering Unmasked Estep 
Score: -13870865.000000 Penalty: 1151.599976
	Iteration 457Q: 3 clusters Score -1.387086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 312812 members 
Entering Unmasked Estep 
Score: -13870874.000000 Penalty: 1151.599976
	Iteration 458Q: 3 clusters Score -1.387087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 312814 members 
Entering Unmasked Estep 
Score: -13870868.000000 Penalty: 1151.599976
	Iteration 459Q: 3 clusters Score -1.387087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 312819 members 
Entering Unmasked Estep 
Score: -13870878.000000 Penalty: 1151.599976
	Iteration 460F: 3 clusters Score -1.387088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 312823 members 
Entering Unmasked Estep 
Score: -13870870.000000 Penalty: 1151.599976
	Iteration 461Q: 3 clusters Score -1.387087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 312825 members 
Entering Unmasked Estep 
Score: -13870861.000000 Penalty: 1151.599976
	Iteration 462Q: 3 clusters Score -1.387086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 312836 members 
Entering Unmasked Estep 
Score: -13870862.000000 Penalty: 1151.599976
	Iteration 463Q: 3 clusters Score -1.387086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 312844 members 
Entering Unmasked Estep 
Score: -13870863.000000 Penalty: 1151.599976
	Iteration 464Q: 3 clusters Score -1.387086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312854 members 
Entering Unmasked Estep 
Score: -13870866.000000 Penalty: 1151.599976
	Iteration 465Q: 3 clusters Score -1.387087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 312861 members 
Entering Unmasked Estep 
Score: -13870876.000000 Penalty: 1151.599976
	Iteration 466Q: 3 clusters Score -1.387088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 312869 members 
Entering Unmasked Estep 
Score: -13870860.000000 Penalty: 1151.599976
	Iteration 467Q: 3 clusters Score -1.387086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 312875 members 
Entering Unmasked Estep 
Score: -13870866.000000 Penalty: 1151.599976
	Iteration 468Q: 3 clusters Score -1.387087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 312880 members 
Entering Unmasked Estep 
Score: -13870868.000000 Penalty: 1151.599976
	Iteration 469Q: 3 clusters Score -1.387087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 312885 members 
Entering Unmasked Estep 
Score: -13870866.000000 Penalty: 1151.599976
	Iteration 470Q: 3 clusters Score -1.387087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 312887 members 
Entering Unmasked Estep 
Score: -13870871.000000 Penalty: 1151.599976
	Iteration 471Q: 3 clusters Score -1.387087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 312886 members 
Entering Unmasked Estep 
Score: -13870876.000000 Penalty: 1151.599976
	Iteration 472Q: 3 clusters Score -1.387088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 312886 members 
Entering Unmasked Estep 
Score: -13870883.000000 Penalty: 1151.599976
	Iteration 473Q: 3 clusters Score -1.387088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 312887 members 
Entering Unmasked Estep 
Score: -13870883.000000 Penalty: 1151.599976
	Iteration 474Q: 3 clusters Score -1.387088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312888 members 
Entering Unmasked Estep 
Score: -13870882.000000 Penalty: 1151.599976
	Iteration 475Q: 3 clusters Score -1.387088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312888 members 
Entering Unmasked Estep 
Score: -13870882.000000 Penalty: 1151.599976
	Iteration 476F: 3 clusters Score -1.387088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Entering Unmasked Estep 
Score: -5590042.000000 Penalty: 534.683960
	Iteration 0F: 2 clusters Score -5590042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -5503798.000000 Penalty: 1069.367920
	Iteration 0F: 3 clusters Score -5503798 nChanged 62275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -5541061.000000 Penalty: 1069.367920
	Iteration 1F: 3 clusters Score -5541061 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -5542802.000000 Penalty: 1069.367920
	Iteration 2Q: 3 clusters Score -5542802 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5546442.500000 Penalty: 1069.367920
	Iteration 3F: 3 clusters Score -5546442 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -5553668.000000 Penalty: 1069.367920
	Iteration 4F: 3 clusters Score -5553668 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -5564917.000000 Penalty: 1069.367920
	Iteration 5F: 3 clusters Score -5564917 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5577629.500000 Penalty: 1069.367920
	Iteration 6F: 3 clusters Score -5577630 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123067 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5585815.500000 Penalty: 1069.367920
	Iteration 7F: 3 clusters Score -5585816 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125953 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5588741.500000 Penalty: 1069.367920
	Iteration 8Q: 3 clusters Score -5588742 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5589344.000000 Penalty: 1069.367920
	Iteration 9Q: 3 clusters Score -5589344 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5589489.500000 Penalty: 1069.367920
	Iteration 10Q: 3 clusters Score -5589490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5589544.000000 Penalty: 1069.367920
	Iteration 11Q: 3 clusters Score -5589544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5589550.000000 Penalty: 1069.367920
	Iteration 12Q: 3 clusters Score -5589550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5589556.000000 Penalty: 1069.367920
	Iteration 13Q: 3 clusters Score -5589556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5589567.000000 Penalty: 1069.367920
	Iteration 14Q: 3 clusters Score -5589567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5589574.500000 Penalty: 1069.367920
	Iteration 15Q: 3 clusters Score -5589574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5589578.500000 Penalty: 1069.367920
	Iteration 16Q: 3 clusters Score -5589578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5589581.000000 Penalty: 1069.367920
	Iteration 17Q: 3 clusters Score -5589581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5589581.000000 Penalty: 1069.367920
	Iteration 18F: 3 clusters Score -5589581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5935.434082 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5935.434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5690.028320 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5690.028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5830.056641 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5830.057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5867.374023 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5867.374 nChanged 12
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: -5889.475586 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -5889.476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5914.917480 Penalty: 480.771515
	Iteration 4F: 3 clusters Score -5914.917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5934.420410 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -5934.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5943.760742 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -5943.761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5948.578125 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -5948.578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5948.578125 Penalty: 480.771515
	Iteration 8F: 3 clusters Score -5948.578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38901 members 
Mstep: Class 3 contains 137296 members 
Mstep: Class 4 contains 313309 members 
Mstep: Class 5 contains 126918 members 
Mstep: Class 6 contains 53 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 8087 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 292093 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 58714 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1013 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 36266 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 18912 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 21232 members 
Mstep: Class 25 contains 25661 members 
Mstep: Class 26 contains 144 members 
Entering Unmasked Estep 
Score: -46946004.000000 Penalty: 16473.486328
Splitting cluster 6 changes total score from -46946240.000000 to -46946004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -226828.015625 Penalty: 389.018372
	Iteration 0F: 2 clusters Score -226828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -223327.281250 Penalty: 778.036743
	Iteration 0F: 3 clusters Score -223327.3 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -224590.734375 Penalty: 778.036743
	Iteration 1F: 3 clusters Score -224590.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -224726.734375 Penalty: 778.036743
	Iteration 2F: 3 clusters Score -224726.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -224873.375000 Penalty: 778.036743
	Iteration 3F: 3 clusters Score -224873.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -225052.546875 Penalty: 778.036743
	Iteration 4F: 3 clusters Score -225052.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -225292.203125 Penalty: 778.036743
	Iteration 5F: 3 clusters Score -225292.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -225623.000000 Penalty: 778.036743
	Iteration 6F: 3 clusters Score -225623 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225986.875000 Penalty: 778.036743
	Iteration 7F: 3 clusters Score -225986.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -226208.859375 Penalty: 778.036743
	Iteration 8F: 3 clusters Score -226208.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -226325.234375 Penalty: 778.036743
	Iteration 9Q: 3 clusters Score -226325.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -226394.515625 Penalty: 778.036743
	Iteration 10Q: 3 clusters Score -226394.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -226438.453125 Penalty: 778.036743
	Iteration 11Q: 3 clusters Score -226438.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -226485.265625 Penalty: 778.036743
	Iteration 12Q: 3 clusters Score -226485.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -226534.875000 Penalty: 778.036743
	Iteration 13Q: 3 clusters Score -226534.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -226567.500000 Penalty: 778.036743
	Iteration 14Q: 3 clusters Score -226567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -226587.859375 Penalty: 778.036743
	Iteration 15Q: 3 clusters Score -226587.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -226600.953125 Penalty: 778.036743
	Iteration 16Q: 3 clusters Score -226601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -226612.187500 Penalty: 778.036743
	Iteration 17Q: 3 clusters Score -226612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -226615.750000 Penalty: 778.036743
	Iteration 18Q: 3 clusters Score -226615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -226618.343750 Penalty: 778.036743
	Iteration 19Q: 3 clusters Score -226618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -226618.812500 Penalty: 778.036743
	Iteration 20F: 3 clusters Score -226618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Entering Unmasked Estep 
Score: -354209.468750 Penalty: 409.409607
	Iteration 0F: 2 clusters Score -354209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -348766.437500 Penalty: 818.819214
	Iteration 0F: 3 clusters Score -348766.4 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -350875.593750 Penalty: 818.819214
	Iteration 1F: 3 clusters Score -350875.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -351035.312500 Penalty: 818.819214
	Iteration 2Q: 3 clusters Score -351035.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -351228.718750 Penalty: 818.819214
	Iteration 3F: 3 clusters Score -351228.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -351482.968750 Penalty: 818.819214
	Iteration 4Q: 3 clusters Score -351483 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -351819.625000 Penalty: 818.819214
	Iteration 5F: 3 clusters Score -351819.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -352188.468750 Penalty: 818.819214
	Iteration 6F: 3 clusters Score -352188.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -352511.781250 Penalty: 818.819214
	Iteration 7F: 3 clusters Score -352511.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -352704.750000 Penalty: 818.819214
	Iteration 8Q: 3 clusters Score -352704.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -352785.031250 Penalty: 818.819214
	Iteration 9Q: 3 clusters Score -352785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -352828.687500 Penalty: 818.819214
	Iteration 10Q: 3 clusters Score -352828.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -352870.968750 Penalty: 818.819214
	Iteration 11Q: 3 clusters Score -352871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -352903.125000 Penalty: 818.819214
	Iteration 12Q: 3 clusters Score -352903.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -352942.937500 Penalty: 818.819214
	Iteration 13Q: 3 clusters Score -352942.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -352982.562500 Penalty: 818.819214
	Iteration 14Q: 3 clusters Score -352982.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -353026.156250 Penalty: 818.819214
	Iteration 15Q: 3 clusters Score -353026.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -353068.562500 Penalty: 818.819214
	Iteration 16Q: 3 clusters Score -353068.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -353122.625000 Penalty: 818.819214
	Iteration 17Q: 3 clusters Score -353122.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -353174.250000 Penalty: 818.819214
	Iteration 18Q: 3 clusters Score -353174.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -353212.281250 Penalty: 818.819214
	Iteration 19Q: 3 clusters Score -353212.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -353249.093750 Penalty: 818.819214
	Iteration 20F: 3 clusters Score -353249.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -353282.062500 Penalty: 818.819214
	Iteration 21Q: 3 clusters Score -353282.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -353312.781250 Penalty: 818.819214
	Iteration 22Q: 3 clusters Score -353312.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -353339.968750 Penalty: 818.819214
	Iteration 23Q: 3 clusters Score -353340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -353366.125000 Penalty: 818.819214
	Iteration 24Q: 3 clusters Score -353366.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -353390.125000 Penalty: 818.819214
	Iteration 25Q: 3 clusters Score -353390.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -353414.250000 Penalty: 818.819214
	Iteration 26Q: 3 clusters Score -353414.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -353434.312500 Penalty: 818.819214
	Iteration 27Q: 3 clusters Score -353434.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -353455.531250 Penalty: 818.819214
	Iteration 28Q: 3 clusters Score -353455.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -353476.031250 Penalty: 818.819214
	Iteration 29Q: 3 clusters Score -353476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -353491.656250 Penalty: 818.819214
	Iteration 30Q: 3 clusters Score -353491.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -353511.875000 Penalty: 818.819214
	Iteration 31Q: 3 clusters Score -353511.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -353525.468750 Penalty: 818.819214
	Iteration 32Q: 3 clusters Score -353525.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -353533.875000 Penalty: 818.819214
	Iteration 33Q: 3 clusters Score -353533.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -353543.468750 Penalty: 818.819214
	Iteration 34Q: 3 clusters Score -353543.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -353552.468750 Penalty: 818.819214
	Iteration 35Q: 3 clusters Score -353552.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -353564.343750 Penalty: 818.819214
	Iteration 36Q: 3 clusters Score -353564.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -353574.718750 Penalty: 818.819214
	Iteration 37Q: 3 clusters Score -353574.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -353587.718750 Penalty: 818.819214
	Iteration 38Q: 3 clusters Score -353587.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -353600.468750 Penalty: 818.819214
	Iteration 39Q: 3 clusters Score -353600.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -353613.250000 Penalty: 818.819214
	Iteration 40F: 3 clusters Score -353613.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -353622.937500 Penalty: 818.819214
	Iteration 41Q: 3 clusters Score -353622.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -353636.218750 Penalty: 818.819214
	Iteration 42Q: 3 clusters Score -353636.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -353646.937500 Penalty: 818.819214
	Iteration 43Q: 3 clusters Score -353646.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -353654.406250 Penalty: 818.819214
	Iteration 44Q: 3 clusters Score -353654.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -353658.000000 Penalty: 818.819214
	Iteration 45Q: 3 clusters Score -353658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -353662.281250 Penalty: 818.819214
	Iteration 46Q: 3 clusters Score -353662.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -353666.468750 Penalty: 818.819214
	Iteration 47Q: 3 clusters Score -353666.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -353670.656250 Penalty: 818.819214
	Iteration 48Q: 3 clusters Score -353670.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -353677.906250 Penalty: 818.819214
	Iteration 49Q: 3 clusters Score -353677.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -353682.468750 Penalty: 818.819214
	Iteration 50Q: 3 clusters Score -353682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -353686.093750 Penalty: 818.819214
	Iteration 51Q: 3 clusters Score -353686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -353686.906250 Penalty: 818.819214
	Iteration 52Q: 3 clusters Score -353686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -353687.437500 Penalty: 818.819214
	Iteration 53Q: 3 clusters Score -353687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -353686.187500 Penalty: 818.819214
	Iteration 54Q: 3 clusters Score -353686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -353687.625000 Penalty: 818.819214
	Iteration 55Q: 3 clusters Score -353687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -353688.250000 Penalty: 818.819214
	Iteration 56Q: 3 clusters Score -353688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -353689.718750 Penalty: 818.819214
	Iteration 57Q: 3 clusters Score -353689.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -353691.781250 Penalty: 818.819214
	Iteration 58Q: 3 clusters Score -353691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -353694.375000 Penalty: 818.819214
	Iteration 59Q: 3 clusters Score -353694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -353696.656250 Penalty: 818.819214
	Iteration 60F: 3 clusters Score -353696.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -353700.500000 Penalty: 818.819214
	Iteration 61Q: 3 clusters Score -353700.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -353703.593750 Penalty: 818.819214
	Iteration 62Q: 3 clusters Score -353703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -353706.593750 Penalty: 818.819214
	Iteration 63Q: 3 clusters Score -353706.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -353707.125000 Penalty: 818.819214
	Iteration 64Q: 3 clusters Score -353707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -353709.281250 Penalty: 818.819214
	Iteration 65Q: 3 clusters Score -353709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -353710.000000 Penalty: 818.819214
	Iteration 66Q: 3 clusters Score -353710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -353711.312500 Penalty: 818.819214
	Iteration 67Q: 3 clusters Score -353711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -353711.656250 Penalty: 818.819214
	Iteration 68Q: 3 clusters Score -353711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -353713.656250 Penalty: 818.819214
	Iteration 69Q: 3 clusters Score -353713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -353715.937500 Penalty: 818.819214
	Iteration 70Q: 3 clusters Score -353715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -353717.875000 Penalty: 818.819214
	Iteration 71Q: 3 clusters Score -353717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -353719.500000 Penalty: 818.819214
	Iteration 72Q: 3 clusters Score -353719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -353720.500000 Penalty: 818.819214
	Iteration 73Q: 3 clusters Score -353720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -353723.437500 Penalty: 818.819214
	Iteration 74Q: 3 clusters Score -353723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -353724.812500 Penalty: 818.819214
	Iteration 75Q: 3 clusters Score -353724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -353726.187500 Penalty: 818.819214
	Iteration 76Q: 3 clusters Score -353726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -353726.843750 Penalty: 818.819214
	Iteration 77Q: 3 clusters Score -353726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -353728.750000 Penalty: 818.819214
	Iteration 78Q: 3 clusters Score -353728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -353730.218750 Penalty: 818.819214
	Iteration 79Q: 3 clusters Score -353730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -353732.937500 Penalty: 818.819214
	Iteration 80F: 3 clusters Score -353732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -353737.156250 Penalty: 818.819214
	Iteration 81Q: 3 clusters Score -353737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -353741.500000 Penalty: 818.819214
	Iteration 82Q: 3 clusters Score -353741.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -353744.812500 Penalty: 818.819214
	Iteration 83Q: 3 clusters Score -353744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -353746.031250 Penalty: 818.819214
	Iteration 84Q: 3 clusters Score -353746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -353748.750000 Penalty: 818.819214
	Iteration 85Q: 3 clusters Score -353748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -353750.312500 Penalty: 818.819214
	Iteration 86Q: 3 clusters Score -353750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -353753.437500 Penalty: 818.819214
	Iteration 87Q: 3 clusters Score -353753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -353754.562500 Penalty: 818.819214
	Iteration 88Q: 3 clusters Score -353754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -353755.843750 Penalty: 818.819214
	Iteration 89Q: 3 clusters Score -353755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -353758.000000 Penalty: 818.819214
	Iteration 90Q: 3 clusters Score -353758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -353760.031250 Penalty: 818.819214
	Iteration 91Q: 3 clusters Score -353760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -353762.375000 Penalty: 818.819214
	Iteration 92Q: 3 clusters Score -353762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -353763.406250 Penalty: 818.819214
	Iteration 93Q: 3 clusters Score -353763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -353763.875000 Penalty: 818.819214
	Iteration 94Q: 3 clusters Score -353763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -353764.031250 Penalty: 818.819214
	Iteration 95Q: 3 clusters Score -353764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -353765.093750 Penalty: 818.819214
	Iteration 96Q: 3 clusters Score -353765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -353765.343750 Penalty: 818.819214
	Iteration 97Q: 3 clusters Score -353765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -353766.406250 Penalty: 818.819214
	Iteration 98Q: 3 clusters Score -353766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -353766.312500 Penalty: 818.819214
	Iteration 99Q: 3 clusters Score -353766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -353766.312500 Penalty: 818.819214
	Iteration 100F: 3 clusters Score -353766.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -278771.312500 Penalty: 398.856750
	Iteration 0F: 2 clusters Score -278771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -274474.437500 Penalty: 797.713501
	Iteration 0F: 3 clusters Score -274474.4 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -276158.843750 Penalty: 797.713501
	Iteration 1F: 3 clusters Score -276158.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -276631.625000 Penalty: 797.713501
	Iteration 2F: 3 clusters Score -276631.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -277224.562500 Penalty: 797.713501
	Iteration 3F: 3 clusters Score -277224.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -277879.468750 Penalty: 797.713501
	Iteration 4F: 3 clusters Score -277879.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278337.437500 Penalty: 797.713501
	Iteration 5F: 3 clusters Score -278337.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278508.312500 Penalty: 797.713501
	Iteration 6Q: 3 clusters Score -278508.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278539.500000 Penalty: 797.713501
	Iteration 7Q: 3 clusters Score -278539.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278555.687500 Penalty: 797.713501
	Iteration 8Q: 3 clusters Score -278555.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -278565.906250 Penalty: 797.713501
	Iteration 9Q: 3 clusters Score -278565.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -278569.750000 Penalty: 797.713501
	Iteration 10Q: 3 clusters Score -278569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -278571.656250 Penalty: 797.713501
	Iteration 11Q: 3 clusters Score -278571.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -278573.812500 Penalty: 797.713501
	Iteration 12Q: 3 clusters Score -278573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -278574.125000 Penalty: 797.713501
	Iteration 13Q: 3 clusters Score -278574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -278575.312500 Penalty: 797.713501
	Iteration 14Q: 3 clusters Score -278575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -278576.656250 Penalty: 797.713501
	Iteration 15Q: 3 clusters Score -278576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -278576.625000 Penalty: 797.713501
	Iteration 16Q: 3 clusters Score -278576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -278577.468750 Penalty: 797.713501
	Iteration 17Q: 3 clusters Score -278577.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -278578.437500 Penalty: 797.713501
	Iteration 18Q: 3 clusters Score -278578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -278579.406250 Penalty: 797.713501
	Iteration 19Q: 3 clusters Score -278579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -278580.125000 Penalty: 797.713501
	Iteration 20F: 3 clusters Score -278580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -278580.593750 Penalty: 797.713501
	Iteration 21Q: 3 clusters Score -278580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -278581.156250 Penalty: 797.713501
	Iteration 22Q: 3 clusters Score -278581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -278581.843750 Penalty: 797.713501
	Iteration 23Q: 3 clusters Score -278581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278581.968750 Penalty: 797.713501
	Iteration 24Q: 3 clusters Score -278582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278581.937500 Penalty: 797.713501
	Iteration 25Q: 3 clusters Score -278581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278581.937500 Penalty: 797.713501
	Iteration 26F: 3 clusters Score -278581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (292093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292093 members 
Entering Unmasked Estep 
Score: -13023910.000000 Penalty: 572.609619
	Iteration 0F: 2 clusters Score -1.302391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145902 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -12826828.000000 Penalty: 1145.219238
	Iteration 0F: 3 clusters Score -1.282683e+07 nChanged 144215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141327 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -12917279.000000 Penalty: 1145.219238
	Iteration 1F: 3 clusters Score -1.291728e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -12920547.000000 Penalty: 1145.219238
	Iteration 2Q: 3 clusters Score -1.292055e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134651 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -12925093.000000 Penalty: 1145.219238
	Iteration 3Q: 3 clusters Score -1.292509e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -12931620.000000 Penalty: 1145.219238
	Iteration 4Q: 3 clusters Score -1.293162e+07 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 169052 members 
Entering Unmasked Estep 
Score: -12940822.000000 Penalty: 1145.219238
	Iteration 5F: 3 clusters Score -1.294082e+07 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -12952510.000000 Penalty: 1145.219238
	Iteration 6F: 3 clusters Score -1.295251e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 181415 members 
Entering Unmasked Estep 
Score: -12964515.000000 Penalty: 1145.219238
	Iteration 7F: 3 clusters Score -1.296452e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 185355 members 
Entering Unmasked Estep 
Score: -12972319.000000 Penalty: 1145.219238
	Iteration 8F: 3 clusters Score -1.297232e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 188591 members 
Entering Unmasked Estep 
Score: -12975306.000000 Penalty: 1145.219238
	Iteration 9Q: 3 clusters Score -1.297531e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 192128 members 
Entering Unmasked Estep 
Score: -12976713.000000 Penalty: 1145.219238
	Iteration 10Q: 3 clusters Score -1.297671e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -12977752.000000 Penalty: 1145.219238
	Iteration 11Q: 3 clusters Score -1.297775e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 200412 members 
Entering Unmasked Estep 
Score: -12978692.000000 Penalty: 1145.219238
	Iteration 12Q: 3 clusters Score -1.297869e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 205174 members 
Entering Unmasked Estep 
Score: -12979944.000000 Penalty: 1145.219238
	Iteration 13Q: 3 clusters Score -1.297994e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 210483 members 
Entering Unmasked Estep 
Score: -12981652.000000 Penalty: 1145.219238
	Iteration 14Q: 3 clusters Score -1.298165e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 216438 members 
Entering Unmasked Estep 
Score: -12983776.000000 Penalty: 1145.219238
	Iteration 15Q: 3 clusters Score -1.298378e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 222921 members 
Entering Unmasked Estep 
Score: -12986693.000000 Penalty: 1145.219238
	Iteration 16Q: 3 clusters Score -1.298669e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 229765 members 
Entering Unmasked Estep 
Score: -12990038.000000 Penalty: 1145.219238
	Iteration 17Q: 3 clusters Score -1.299004e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 236797 members 
Entering Unmasked Estep 
Score: -12994190.000000 Penalty: 1145.219238
	Iteration 18Q: 3 clusters Score -1.299419e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 243752 members 
Entering Unmasked Estep 
Score: -12998947.000000 Penalty: 1145.219238
	Iteration 19Q: 3 clusters Score -1.299895e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 250228 members 
Entering Unmasked Estep 
Score: -13003511.000000 Penalty: 1145.219238
	Iteration 20F: 3 clusters Score -1.300351e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 256025 members 
Entering Unmasked Estep 
Score: -13007394.000000 Penalty: 1145.219238
	Iteration 21Q: 3 clusters Score -1.300739e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 261054 members 
Entering Unmasked Estep 
Score: -13010442.000000 Penalty: 1145.219238
	Iteration 22Q: 3 clusters Score -1.301044e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 265609 members 
Entering Unmasked Estep 
Score: -13013167.000000 Penalty: 1145.219238
	Iteration 23Q: 3 clusters Score -1.301317e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 269561 members 
Entering Unmasked Estep 
Score: -13015349.000000 Penalty: 1145.219238
	Iteration 24Q: 3 clusters Score -1.301535e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 273049 members 
Entering Unmasked Estep 
Score: -13016937.000000 Penalty: 1145.219238
	Iteration 25Q: 3 clusters Score -1.301694e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 276052 members 
Entering Unmasked Estep 
Score: -13018395.000000 Penalty: 1145.219238
	Iteration 26Q: 3 clusters Score -1.30184e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 278700 members 
Entering Unmasked Estep 
Score: -13019516.000000 Penalty: 1145.219238
	Iteration 27Q: 3 clusters Score -1.301952e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 281104 members 
Entering Unmasked Estep 
Score: -13020563.000000 Penalty: 1145.219238
	Iteration 28Q: 3 clusters Score -1.302056e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 283220 members 
Entering Unmasked Estep 
Score: -13021247.000000 Penalty: 1145.219238
	Iteration 29Q: 3 clusters Score -1.302125e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 285058 members 
Entering Unmasked Estep 
Score: -13021755.000000 Penalty: 1145.219238
	Iteration 30Q: 3 clusters Score -1.302176e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 286590 members 
Entering Unmasked Estep 
Score: -13022164.000000 Penalty: 1145.219238
	Iteration 31Q: 3 clusters Score -1.302216e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 287899 members 
Entering Unmasked Estep 
Score: -13022586.000000 Penalty: 1145.219238
	Iteration 32Q: 3 clusters Score -1.302259e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 288944 members 
Entering Unmasked Estep 
Score: -13022799.000000 Penalty: 1145.219238
	Iteration 33Q: 3 clusters Score -1.30228e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 289792 members 
Entering Unmasked Estep 
Score: -13022973.000000 Penalty: 1145.219238
	Iteration 34Q: 3 clusters Score -1.302297e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 290422 members 
Entering Unmasked Estep 
Score: -13023126.000000 Penalty: 1145.219238
	Iteration 35Q: 3 clusters Score -1.302313e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 290861 members 
Entering Unmasked Estep 
Score: -13023269.000000 Penalty: 1145.219238
	Iteration 36Q: 3 clusters Score -1.302327e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 291183 members 
Entering Unmasked Estep 
Score: -13023337.000000 Penalty: 1145.219238
	Iteration 37Q: 3 clusters Score -1.302334e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 291398 members 
Entering Unmasked Estep 
Score: -13023371.000000 Penalty: 1145.219238
	Iteration 38Q: 3 clusters Score -1.302337e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 291533 members 
Entering Unmasked Estep 
Score: -13023413.000000 Penalty: 1145.219238
	Iteration 39Q: 3 clusters Score -1.302341e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 291626 members 
Entering Unmasked Estep 
Score: -13023422.000000 Penalty: 1145.219238
	Iteration 40F: 3 clusters Score -1.302342e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 291688 members 
Entering Unmasked Estep 
Score: -13023461.000000 Penalty: 1145.219238
	Iteration 41Q: 3 clusters Score -1.302346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 291738 members 
Entering Unmasked Estep 
Score: -13023480.000000 Penalty: 1145.219238
	Iteration 42Q: 3 clusters Score -1.302348e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 291767 members 
Entering Unmasked Estep 
Score: -13023507.000000 Penalty: 1145.219238
	Iteration 43Q: 3 clusters Score -1.302351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 291783 members 
Entering Unmasked Estep 
Score: -13023506.000000 Penalty: 1145.219238
	Iteration 44Q: 3 clusters Score -1.302351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 291794 members 
Entering Unmasked Estep 
Score: -13023505.000000 Penalty: 1145.219238
	Iteration 45Q: 3 clusters Score -1.30235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291802 members 
Entering Unmasked Estep 
Score: -13023531.000000 Penalty: 1145.219238
	Iteration 46Q: 3 clusters Score -1.302353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291807 members 
Entering Unmasked Estep 
Score: -13023539.000000 Penalty: 1145.219238
	Iteration 47Q: 3 clusters Score -1.302354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291807 members 
Entering Unmasked Estep 
Score: -13023530.000000 Penalty: 1145.219238
	Iteration 48Q: 3 clusters Score -1.302353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 291805 members 
Entering Unmasked Estep 
Score: -13023542.000000 Penalty: 1145.219238
	Iteration 49Q: 3 clusters Score -1.302354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291808 members 
Entering Unmasked Estep 
Score: -13023544.000000 Penalty: 1145.219238
	Iteration 50Q: 3 clusters Score -1.302354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 291811 members 
Entering Unmasked Estep 
Score: -13023553.000000 Penalty: 1145.219238
	Iteration 51Q: 3 clusters Score -1.302355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 291813 members 
Entering Unmasked Estep 
Score: -13023548.000000 Penalty: 1145.219238
	Iteration 52Q: 3 clusters Score -1.302355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291815 members 
Entering Unmasked Estep 
Score: -13023546.000000 Penalty: 1145.219238
	Iteration 53Q: 3 clusters Score -1.302355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291817 members 
Entering Unmasked Estep 
Score: -13023549.000000 Penalty: 1145.219238
	Iteration 54Q: 3 clusters Score -1.302355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 291821 members 
Entering Unmasked Estep 
Score: -13023555.000000 Penalty: 1145.219238
	Iteration 55Q: 3 clusters Score -1.302356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 291821 members 
Entering Unmasked Estep 
Score: -13023555.000000 Penalty: 1145.219238
	Iteration 56F: 3 clusters Score -1.302356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -42149.960938 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -42149.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -41250.531250 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -41250.53 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -41514.304688 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -41514.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -41557.000000 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -41557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -41588.433594 Penalty: 641.007019
	Iteration 3Q: 3 clusters Score -41588.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -41621.050781 Penalty: 641.007019
	Iteration 4Q: 3 clusters Score -41621.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -41641.769531 Penalty: 641.007019
	Iteration 5Q: 3 clusters Score -41641.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -41658.164062 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -41658.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -41678.046875 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -41678.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -41692.328125 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -41692.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -41700.476562 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -41700.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -41707.414062 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -41707.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -41715.953125 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -41715.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -41728.425781 Penalty: 641.007019
	Iteration 12Q: 3 clusters Score -41728.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -41747.812500 Penalty: 641.007019
	Iteration 13Q: 3 clusters Score -41747.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -41760.871094 Penalty: 641.007019
	Iteration 14Q: 3 clusters Score -41760.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -41771.371094 Penalty: 641.007019
	Iteration 15Q: 3 clusters Score -41771.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -41781.011719 Penalty: 641.007019
	Iteration 16Q: 3 clusters Score -41781.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -41794.847656 Penalty: 641.007019
	Iteration 17Q: 3 clusters Score -41794.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -41814.347656 Penalty: 641.007019
	Iteration 18Q: 3 clusters Score -41814.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -41832.851562 Penalty: 641.007019
	Iteration 19Q: 3 clusters Score -41832.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -41841.984375 Penalty: 641.007019
	Iteration 20F: 3 clusters Score -41841.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -41845.847656 Penalty: 641.007019
	Iteration 21Q: 3 clusters Score -41845.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -41847.339844 Penalty: 641.007019
	Iteration 22Q: 3 clusters Score -41847.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -41847.738281 Penalty: 641.007019
	Iteration 23Q: 3 clusters Score -41847.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -41848.617188 Penalty: 641.007019
	Iteration 24Q: 3 clusters Score -41848.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -41848.960938 Penalty: 641.007019
	Iteration 25Q: 3 clusters Score -41848.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -41850.152344 Penalty: 641.007019
	Iteration 26Q: 3 clusters Score -41850.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -41851.199219 Penalty: 641.007019
	Iteration 27Q: 3 clusters Score -41851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -41851.539062 Penalty: 641.007019
	Iteration 28Q: 3 clusters Score -41851.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -41851.781250 Penalty: 641.007019
	Iteration 29Q: 3 clusters Score -41851.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -41851.781250 Penalty: 641.007019
	Iteration 30F: 3 clusters Score -41851.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Entering Unmasked Estep 
Score: -2586287.250000 Penalty: 499.609711
	Iteration 0F: 2 clusters Score -2586287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -2546845.250000 Penalty: 999.219421
	Iteration 0F: 3 clusters Score -2546845 nChanged 28543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -2563381.250000 Penalty: 999.219421
	Iteration 1F: 3 clusters Score -2563381 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -2563965.000000 Penalty: 999.219421
	Iteration 2Q: 3 clusters Score -2563965 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -2565054.000000 Penalty: 999.219421
	Iteration 3Q: 3 clusters Score -2565054 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -2567168.750000 Penalty: 999.219421
	Iteration 4F: 3 clusters Score -2567169 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -2570919.750000 Penalty: 999.219421
	Iteration 5F: 3 clusters Score -2570920 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -2576150.500000 Penalty: 999.219421
	Iteration 6F: 3 clusters Score -2576150 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -2580796.000000 Penalty: 999.219421
	Iteration 7F: 3 clusters Score -2580796 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -2583526.750000 Penalty: 999.219421
	Iteration 8Q: 3 clusters Score -2583527 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -2584854.750000 Penalty: 999.219421
	Iteration 9Q: 3 clusters Score -2584855 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -2585414.000000 Penalty: 999.219421
	Iteration 10Q: 3 clusters Score -2585414 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -2585629.750000 Penalty: 999.219421
	Iteration 11Q: 3 clusters Score -2585630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -2585736.000000 Penalty: 999.219421
	Iteration 12Q: 3 clusters Score -2585736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -2585778.750000 Penalty: 999.219421
	Iteration 13Q: 3 clusters Score -2585779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -2585817.750000 Penalty: 999.219421
	Iteration 14Q: 3 clusters Score -2585818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -2585830.000000 Penalty: 999.219421
	Iteration 15Q: 3 clusters Score -2585830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -2585845.500000 Penalty: 999.219421
	Iteration 16Q: 3 clusters Score -2585846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -2585853.000000 Penalty: 999.219421
	Iteration 17Q: 3 clusters Score -2585853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585853.250000 Penalty: 999.219421
	Iteration 18Q: 3 clusters Score -2585853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585855.750000 Penalty: 999.219421
	Iteration 19Q: 3 clusters Score -2585856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585858.500000 Penalty: 999.219421
	Iteration 20F: 3 clusters Score -2585858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585861.000000 Penalty: 999.219421
	Iteration 21Q: 3 clusters Score -2585861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585861.000000 Penalty: 999.219421
	Iteration 22Q: 3 clusters Score -2585861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -2585861.000000 Penalty: 999.219421
	Iteration 23F: 3 clusters Score -2585861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -184878.015625 Penalty: 375.474457
	Iteration 0F: 2 clusters Score -184878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -182269.671875 Penalty: 750.948914
	Iteration 0F: 3 clusters Score -182269.7 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -183205.468750 Penalty: 750.948914
	Iteration 1F: 3 clusters Score -183205.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -183279.125000 Penalty: 750.948914
	Iteration 2F: 3 clusters Score -183279.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -183359.875000 Penalty: 750.948914
	Iteration 3Q: 3 clusters Score -183359.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -183454.640625 Penalty: 750.948914
	Iteration 4Q: 3 clusters Score -183454.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -183572.765625 Penalty: 750.948914
	Iteration 5Q: 3 clusters Score -183572.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -183710.734375 Penalty: 750.948914
	Iteration 6Q: 3 clusters Score -183710.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -183853.718750 Penalty: 750.948914
	Iteration 7Q: 3 clusters Score -183853.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -183980.031250 Penalty: 750.948914
	Iteration 8Q: 3 clusters Score -183980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -184099.984375 Penalty: 750.948914
	Iteration 9Q: 3 clusters Score -184100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -184162.875000 Penalty: 750.948914
	Iteration 10Q: 3 clusters Score -184162.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -184214.671875 Penalty: 750.948914
	Iteration 11Q: 3 clusters Score -184214.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -184263.625000 Penalty: 750.948914
	Iteration 12Q: 3 clusters Score -184263.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -184293.750000 Penalty: 750.948914
	Iteration 13Q: 3 clusters Score -184293.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -184313.734375 Penalty: 750.948914
	Iteration 14Q: 3 clusters Score -184313.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -184329.718750 Penalty: 750.948914
	Iteration 15Q: 3 clusters Score -184329.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -184340.937500 Penalty: 750.948914
	Iteration 16Q: 3 clusters Score -184340.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -184349.328125 Penalty: 750.948914
	Iteration 17Q: 3 clusters Score -184349.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -184357.640625 Penalty: 750.948914
	Iteration 18Q: 3 clusters Score -184357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -184360.500000 Penalty: 750.948914
	Iteration 19Q: 3 clusters Score -184360.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -184363.562500 Penalty: 750.948914
	Iteration 20F: 3 clusters Score -184363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -184365.937500 Penalty: 750.948914
	Iteration 21Q: 3 clusters Score -184365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -184367.812500 Penalty: 750.948914
	Iteration 22Q: 3 clusters Score -184367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184369.109375 Penalty: 750.948914
	Iteration 23Q: 3 clusters Score -184369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -184369.531250 Penalty: 750.948914
	Iteration 24Q: 3 clusters Score -184369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184370.078125 Penalty: 750.948914
	Iteration 25Q: 3 clusters Score -184370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -184370.343750 Penalty: 750.948914
	Iteration 26Q: 3 clusters Score -184370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -184371.906250 Penalty: 750.948914
	Iteration 27Q: 3 clusters Score -184371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -184372.843750 Penalty: 750.948914
	Iteration 28Q: 3 clusters Score -184372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -184373.437500 Penalty: 750.948914
	Iteration 29Q: 3 clusters Score -184373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -184373.750000 Penalty: 750.948914
	Iteration 30Q: 3 clusters Score -184373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184373.609375 Penalty: 750.948914
	Iteration 31Q: 3 clusters Score -184373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184373.609375 Penalty: 750.948914
	Iteration 32F: 3 clusters Score -184373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -19841.494141 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -19841.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19386.402344 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -19386.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19503.835938 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -19503.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19535.609375 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -19535.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19556.001953 Penalty: 561.052979
	Iteration 3Q: 3 clusters Score -19556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19573.978516 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -19573.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19583.425781 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -19583.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19593.066406 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -19593.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19599.400391 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -19599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19608.556641 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -19608.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19612.619141 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -19612.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19615.255859 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -19615.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19619.115234 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -19619.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19623.126953 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -19623.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19628.210938 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -19628.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19630.271484 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -19630.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19631.525391 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -19631.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19632.597656 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -19632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19632.714844 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -19632.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19632.714844 Penalty: 561.052979
	Iteration 18F: 3 clusters Score -19632.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -41950.558594 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -41950.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41123.312500 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -41123.31 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41357.199219 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -41357.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41418.613281 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -41418.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41465.113281 Penalty: 629.781128
	Iteration 3F: 3 clusters Score -41465.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41482.957031 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -41482.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41493.703125 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -41493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41508.621094 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -41508.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41520.062500 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -41520.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41524.941406 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -41524.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41535.453125 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -41535.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41548.199219 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -41548.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41561.882812 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -41561.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41577.539062 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -41577.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41593.390625 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -41593.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41604.542969 Penalty: 629.781128
	Iteration 14Q: 3 clusters Score -41604.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41615.527344 Penalty: 629.781128
	Iteration 15Q: 3 clusters Score -41615.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41622.085938 Penalty: 629.781128
	Iteration 16Q: 3 clusters Score -41622.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41625.847656 Penalty: 629.781128
	Iteration 17Q: 3 clusters Score -41625.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41631.375000 Penalty: 629.781128
	Iteration 18Q: 3 clusters Score -41631.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41635.394531 Penalty: 629.781128
	Iteration 19Q: 3 clusters Score -41635.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41640.265625 Penalty: 629.781128
	Iteration 20F: 3 clusters Score -41640.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41645.023438 Penalty: 629.781128
	Iteration 21Q: 3 clusters Score -41645.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41648.664062 Penalty: 629.781128
	Iteration 22Q: 3 clusters Score -41648.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41653.851562 Penalty: 629.781128
	Iteration 23Q: 3 clusters Score -41653.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41656.105469 Penalty: 629.781128
	Iteration 24Q: 3 clusters Score -41656.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41656.656250 Penalty: 629.781128
	Iteration 25Q: 3 clusters Score -41656.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41656.656250 Penalty: 629.781128
	Iteration 26F: 3 clusters Score -41656.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3224.713623 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3224.714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3273.888916 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3273.889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3278.874023 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -3278.874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3282.205811 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3282.206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3285.769531 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3285.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3285.769531 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -3285.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -57318.589844 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -57318.59 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 634 members 
Entering Unmasked Estep 
Score: -56379.898438 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -56379.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -56658.835938 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -56658.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -56699.179688 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -56699.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56730.140625 Penalty: 647.444031
	Iteration 3Q: 3 clusters Score -56730.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -56752.808594 Penalty: 647.444031
	Iteration 4Q: 3 clusters Score -56752.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -56767.804688 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -56767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -56777.421875 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -56777.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -56785.609375 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -56785.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -56792.746094 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -56792.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -56794.476562 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -56794.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -56795.593750 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -56795.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -56797.687500 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -56797.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -56799.859375 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -56799.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -56803.019531 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -56803.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -56806.042969 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -56806.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -56809.746094 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -56809.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -56812.339844 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -56812.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -56817.601562 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -56817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -56822.656250 Penalty: 647.444031
	Iteration 18Q: 3 clusters Score -56822.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -56828.457031 Penalty: 647.444031
	Iteration 19Q: 3 clusters Score -56828.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -56836.652344 Penalty: 647.444031
	Iteration 20F: 3 clusters Score -56836.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -56843.070312 Penalty: 647.444031
	Iteration 21Q: 3 clusters Score -56843.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56848.007812 Penalty: 647.444031
	Iteration 22Q: 3 clusters Score -56848.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -56854.324219 Penalty: 647.444031
	Iteration 23Q: 3 clusters Score -56854.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -56861.683594 Penalty: 647.444031
	Iteration 24Q: 3 clusters Score -56861.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -56870.886719 Penalty: 647.444031
	Iteration 25Q: 3 clusters Score -56870.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -56877.097656 Penalty: 647.444031
	Iteration 26Q: 3 clusters Score -56877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -56885.609375 Penalty: 647.444031
	Iteration 27Q: 3 clusters Score -56885.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -56899.519531 Penalty: 647.444031
	Iteration 28Q: 3 clusters Score -56899.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -56911.820312 Penalty: 647.444031
	Iteration 29Q: 3 clusters Score -56911.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -56919.414062 Penalty: 647.444031
	Iteration 30Q: 3 clusters Score -56919.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -56928.644531 Penalty: 647.444031
	Iteration 31Q: 3 clusters Score -56928.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -56939.628906 Penalty: 647.444031
	Iteration 32Q: 3 clusters Score -56939.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -56948.960938 Penalty: 647.444031
	Iteration 33Q: 3 clusters Score -56948.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -56956.199219 Penalty: 647.444031
	Iteration 34Q: 3 clusters Score -56956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -56966.863281 Penalty: 647.444031
	Iteration 35Q: 3 clusters Score -56966.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -56974.804688 Penalty: 647.444031
	Iteration 36Q: 3 clusters Score -56974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -56981.570312 Penalty: 647.444031
	Iteration 37Q: 3 clusters Score -56981.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -56988.058594 Penalty: 647.444031
	Iteration 38Q: 3 clusters Score -56988.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -56991.585938 Penalty: 647.444031
	Iteration 39Q: 3 clusters Score -56991.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -56993.957031 Penalty: 647.444031
	Iteration 40F: 3 clusters Score -56993.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -56995.832031 Penalty: 647.444031
	Iteration 41Q: 3 clusters Score -56995.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -57001.757812 Penalty: 647.444031
	Iteration 42Q: 3 clusters Score -57001.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -57005.488281 Penalty: 647.444031
	Iteration 43Q: 3 clusters Score -57005.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -57006.699219 Penalty: 647.444031
	Iteration 44Q: 3 clusters Score -57006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -57007.316406 Penalty: 647.444031
	Iteration 45Q: 3 clusters Score -57007.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -57007.316406 Penalty: 647.444031
	Iteration 46F: 3 clusters Score -57007.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -386748.281250 Penalty: 413.865204
	Iteration 0F: 2 clusters Score -386748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -380696.437500 Penalty: 827.730408
	Iteration 0F: 3 clusters Score -380696.4 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -383089.406250 Penalty: 827.730408
	Iteration 1F: 3 clusters Score -383089.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -383250.718750 Penalty: 827.730408
	Iteration 2Q: 3 clusters Score -383250.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -383462.312500 Penalty: 827.730408
	Iteration 3F: 3 clusters Score -383462.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -383742.843750 Penalty: 827.730408
	Iteration 4F: 3 clusters Score -383742.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -384158.593750 Penalty: 827.730408
	Iteration 5F: 3 clusters Score -384158.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384663.218750 Penalty: 827.730408
	Iteration 6F: 3 clusters Score -384663.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -385144.375000 Penalty: 827.730408
	Iteration 7F: 3 clusters Score -385144.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -385486.437500 Penalty: 827.730408
	Iteration 8Q: 3 clusters Score -385486.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -385708.718750 Penalty: 827.730408
	Iteration 9Q: 3 clusters Score -385708.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -385879.312500 Penalty: 827.730408
	Iteration 10Q: 3 clusters Score -385879.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -386018.750000 Penalty: 827.730408
	Iteration 11Q: 3 clusters Score -386018.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -386121.312500 Penalty: 827.730408
	Iteration 12Q: 3 clusters Score -386121.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -386193.000000 Penalty: 827.730408
	Iteration 13Q: 3 clusters Score -386193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -386251.031250 Penalty: 827.730408
	Iteration 14Q: 3 clusters Score -386251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -386289.687500 Penalty: 827.730408
	Iteration 15Q: 3 clusters Score -386289.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -386323.093750 Penalty: 827.730408
	Iteration 16Q: 3 clusters Score -386323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -386343.156250 Penalty: 827.730408
	Iteration 17Q: 3 clusters Score -386343.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -386362.375000 Penalty: 827.730408
	Iteration 18Q: 3 clusters Score -386362.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -386369.562500 Penalty: 827.730408
	Iteration 19Q: 3 clusters Score -386369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -386372.437500 Penalty: 827.730408
	Iteration 20F: 3 clusters Score -386372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -386374.000000 Penalty: 827.730408
	Iteration 21Q: 3 clusters Score -386374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -386375.812500 Penalty: 827.730408
	Iteration 22Q: 3 clusters Score -386375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -386376.312500 Penalty: 827.730408
	Iteration 23Q: 3 clusters Score -386376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -386376.625000 Penalty: 827.730408
	Iteration 24Q: 3 clusters Score -386376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -386376.875000 Penalty: 827.730408
	Iteration 25Q: 3 clusters Score -386376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -386376.875000 Penalty: 827.730408
	Iteration 26F: 3 clusters Score -386376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -155942.203125 Penalty: 371.459320
	Iteration 0F: 2 clusters Score -155942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -153528.640625 Penalty: 742.918640
	Iteration 0F: 3 clusters Score -153528.6 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -154427.468750 Penalty: 742.918640
	Iteration 1F: 3 clusters Score -154427.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -154562.140625 Penalty: 742.918640
	Iteration 2F: 3 clusters Score -154562.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -154694.781250 Penalty: 742.918640
	Iteration 3F: 3 clusters Score -154694.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -154840.296875 Penalty: 742.918640
	Iteration 4F: 3 clusters Score -154840.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -155003.750000 Penalty: 742.918640
	Iteration 5F: 3 clusters Score -155003.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -155144.562500 Penalty: 742.918640
	Iteration 6F: 3 clusters Score -155144.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -155219.343750 Penalty: 742.918640
	Iteration 7Q: 3 clusters Score -155219.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -155257.296875 Penalty: 742.918640
	Iteration 8Q: 3 clusters Score -155257.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -155277.015625 Penalty: 742.918640
	Iteration 9Q: 3 clusters Score -155277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -155295.578125 Penalty: 742.918640
	Iteration 10Q: 3 clusters Score -155295.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -155323.781250 Penalty: 742.918640
	Iteration 11Q: 3 clusters Score -155323.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -155343.125000 Penalty: 742.918640
	Iteration 12Q: 3 clusters Score -155343.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -155360.359375 Penalty: 742.918640
	Iteration 13Q: 3 clusters Score -155360.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -155374.156250 Penalty: 742.918640
	Iteration 14Q: 3 clusters Score -155374.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -155386.203125 Penalty: 742.918640
	Iteration 15Q: 3 clusters Score -155386.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -155392.015625 Penalty: 742.918640
	Iteration 16Q: 3 clusters Score -155392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -155396.687500 Penalty: 742.918640
	Iteration 17Q: 3 clusters Score -155396.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -155402.750000 Penalty: 742.918640
	Iteration 18Q: 3 clusters Score -155402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -155407.687500 Penalty: 742.918640
	Iteration 19Q: 3 clusters Score -155407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -155411.906250 Penalty: 742.918640
	Iteration 20F: 3 clusters Score -155411.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -155418.125000 Penalty: 742.918640
	Iteration 21Q: 3 clusters Score -155418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -155425.546875 Penalty: 742.918640
	Iteration 22Q: 3 clusters Score -155425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -155431.046875 Penalty: 742.918640
	Iteration 23Q: 3 clusters Score -155431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -155436.343750 Penalty: 742.918640
	Iteration 24Q: 3 clusters Score -155436.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -155441.562500 Penalty: 742.918640
	Iteration 25Q: 3 clusters Score -155441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -155450.515625 Penalty: 742.918640
	Iteration 26Q: 3 clusters Score -155450.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -155462.250000 Penalty: 742.918640
	Iteration 27Q: 3 clusters Score -155462.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -155473.000000 Penalty: 742.918640
	Iteration 28Q: 3 clusters Score -155473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -155483.500000 Penalty: 742.918640
	Iteration 29Q: 3 clusters Score -155483.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -155495.203125 Penalty: 742.918640
	Iteration 30Q: 3 clusters Score -155495.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -155502.140625 Penalty: 742.918640
	Iteration 31Q: 3 clusters Score -155502.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -155508.906250 Penalty: 742.918640
	Iteration 32Q: 3 clusters Score -155508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -155514.812500 Penalty: 742.918640
	Iteration 33Q: 3 clusters Score -155514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -155519.203125 Penalty: 742.918640
	Iteration 34Q: 3 clusters Score -155519.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -155523.546875 Penalty: 742.918640
	Iteration 35Q: 3 clusters Score -155523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -155528.859375 Penalty: 742.918640
	Iteration 36Q: 3 clusters Score -155528.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -155533.781250 Penalty: 742.918640
	Iteration 37Q: 3 clusters Score -155533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -155536.328125 Penalty: 742.918640
	Iteration 38Q: 3 clusters Score -155536.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -155538.953125 Penalty: 742.918640
	Iteration 39Q: 3 clusters Score -155539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -155542.218750 Penalty: 742.918640
	Iteration 40F: 3 clusters Score -155542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -155546.984375 Penalty: 742.918640
	Iteration 41Q: 3 clusters Score -155547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -155554.156250 Penalty: 742.918640
	Iteration 42Q: 3 clusters Score -155554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -155559.359375 Penalty: 742.918640
	Iteration 43Q: 3 clusters Score -155559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -155565.437500 Penalty: 742.918640
	Iteration 44Q: 3 clusters Score -155565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -155575.718750 Penalty: 742.918640
	Iteration 45Q: 3 clusters Score -155575.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -155582.140625 Penalty: 742.918640
	Iteration 46Q: 3 clusters Score -155582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -155584.296875 Penalty: 742.918640
	Iteration 47Q: 3 clusters Score -155584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -155584.640625 Penalty: 742.918640
	Iteration 48Q: 3 clusters Score -155584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -155584.640625 Penalty: 742.918640
	Iteration 49F: 3 clusters Score -155584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Entering Unmasked Estep 
Score: -1604721.500000 Penalty: 477.687958
	Iteration 0F: 2 clusters Score -1604722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1580452.875000 Penalty: 955.375916
	Iteration 0F: 3 clusters Score -1580453 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -1591514.375000 Penalty: 955.375916
	Iteration 1F: 3 clusters Score -1591514 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -1592513.875000 Penalty: 955.375916
	Iteration 2F: 3 clusters Score -1592514 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1594159.500000 Penalty: 955.375916
	Iteration 3F: 3 clusters Score -1594160 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -1596621.250000 Penalty: 955.375916
	Iteration 4F: 3 clusters Score -1596621 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -1599661.250000 Penalty: 955.375916
	Iteration 5F: 3 clusters Score -1599661 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -1602262.375000 Penalty: 955.375916
	Iteration 6F: 3 clusters Score -1602262 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -1603641.750000 Penalty: 955.375916
	Iteration 7Q: 3 clusters Score -1603642 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -1604116.750000 Penalty: 955.375916
	Iteration 8Q: 3 clusters Score -1604117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -1604224.625000 Penalty: 955.375916
	Iteration 9Q: 3 clusters Score -1604225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -1604267.375000 Penalty: 955.375916
	Iteration 10Q: 3 clusters Score -1604267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -1604282.500000 Penalty: 955.375916
	Iteration 11Q: 3 clusters Score -1604282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -1604291.500000 Penalty: 955.375916
	Iteration 12Q: 3 clusters Score -1604292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -1604297.625000 Penalty: 955.375916
	Iteration 13Q: 3 clusters Score -1604298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -1604301.500000 Penalty: 955.375916
	Iteration 14Q: 3 clusters Score -1604302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -1604300.250000 Penalty: 955.375916
	Iteration 15Q: 3 clusters Score -1604300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -1604300.250000 Penalty: 955.375916
	Iteration 16F: 3 clusters Score -1604300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -87588.414062 Penalty: 345.795563
	Iteration 0F: 2 clusters Score -87588.41 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 988 members 
Entering Unmasked Estep 
Score: -86120.992188 Penalty: 691.591125
	Iteration 0F: 3 clusters Score -86120.99 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -86562.218750 Penalty: 691.591125
	Iteration 1F: 3 clusters Score -86562.22 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -86622.359375 Penalty: 691.591125
	Iteration 2F: 3 clusters Score -86622.36 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -86658.773438 Penalty: 691.591125
	Iteration 3Q: 3 clusters Score -86658.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -86693.125000 Penalty: 691.591125
	Iteration 4Q: 3 clusters Score -86693.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -86729.820312 Penalty: 691.591125
	Iteration 5Q: 3 clusters Score -86729.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -86760.914062 Penalty: 691.591125
	Iteration 6Q: 3 clusters Score -86760.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -86795.062500 Penalty: 691.591125
	Iteration 7Q: 3 clusters Score -86795.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -86830.140625 Penalty: 691.591125
	Iteration 8Q: 3 clusters Score -86830.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86879.429688 Penalty: 691.591125
	Iteration 9Q: 3 clusters Score -86879.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -86941.500000 Penalty: 691.591125
	Iteration 10Q: 3 clusters Score -86941.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -86980.601562 Penalty: 691.591125
	Iteration 11Q: 3 clusters Score -86980.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -87013.093750 Penalty: 691.591125
	Iteration 12Q: 3 clusters Score -87013.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -87032.742188 Penalty: 691.591125
	Iteration 13Q: 3 clusters Score -87032.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -87044.234375 Penalty: 691.591125
	Iteration 14Q: 3 clusters Score -87044.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -87049.039062 Penalty: 691.591125
	Iteration 15Q: 3 clusters Score -87049.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -87056.679688 Penalty: 691.591125
	Iteration 16Q: 3 clusters Score -87056.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87064.187500 Penalty: 691.591125
	Iteration 17Q: 3 clusters Score -87064.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -87074.476562 Penalty: 691.591125
	Iteration 18Q: 3 clusters Score -87074.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -87080.343750 Penalty: 691.591125
	Iteration 19Q: 3 clusters Score -87080.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87089.781250 Penalty: 691.591125
	Iteration 20F: 3 clusters Score -87089.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87098.093750 Penalty: 691.591125
	Iteration 21Q: 3 clusters Score -87098.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -87103.718750 Penalty: 691.591125
	Iteration 22Q: 3 clusters Score -87103.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -87108.570312 Penalty: 691.591125
	Iteration 23Q: 3 clusters Score -87108.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -87115.609375 Penalty: 691.591125
	Iteration 24Q: 3 clusters Score -87115.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -87126.890625 Penalty: 691.591125
	Iteration 25Q: 3 clusters Score -87126.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87141.007812 Penalty: 691.591125
	Iteration 26Q: 3 clusters Score -87141.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87150.890625 Penalty: 691.591125
	Iteration 27Q: 3 clusters Score -87150.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87161.398438 Penalty: 691.591125
	Iteration 28Q: 3 clusters Score -87161.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87171.546875 Penalty: 691.591125
	Iteration 29Q: 3 clusters Score -87171.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87175.171875 Penalty: 691.591125
	Iteration 30Q: 3 clusters Score -87175.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87180.492188 Penalty: 691.591125
	Iteration 31Q: 3 clusters Score -87180.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87183.734375 Penalty: 691.591125
	Iteration 32Q: 3 clusters Score -87183.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87188.375000 Penalty: 691.591125
	Iteration 33Q: 3 clusters Score -87188.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87191.960938 Penalty: 691.591125
	Iteration 34Q: 3 clusters Score -87191.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87193.812500 Penalty: 691.591125
	Iteration 35Q: 3 clusters Score -87193.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87195.062500 Penalty: 691.591125
	Iteration 36Q: 3 clusters Score -87195.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87197.656250 Penalty: 691.591125
	Iteration 37Q: 3 clusters Score -87197.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87200.289062 Penalty: 691.591125
	Iteration 38Q: 3 clusters Score -87200.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87202.234375 Penalty: 691.591125
	Iteration 39Q: 3 clusters Score -87202.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87203.414062 Penalty: 691.591125
	Iteration 40F: 3 clusters Score -87203.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87206.695312 Penalty: 691.591125
	Iteration 41Q: 3 clusters Score -87206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87209.929688 Penalty: 691.591125
	Iteration 42Q: 3 clusters Score -87209.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87213.648438 Penalty: 691.591125
	Iteration 43Q: 3 clusters Score -87213.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87217.929688 Penalty: 691.591125
	Iteration 44Q: 3 clusters Score -87217.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87220.484375 Penalty: 691.591125
	Iteration 45Q: 3 clusters Score -87220.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87222.953125 Penalty: 691.591125
	Iteration 46Q: 3 clusters Score -87222.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87225.109375 Penalty: 691.591125
	Iteration 47Q: 3 clusters Score -87225.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87225.585938 Penalty: 691.591125
	Iteration 48Q: 3 clusters Score -87225.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87225.656250 Penalty: 691.591125
	Iteration 49Q: 3 clusters Score -87225.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87225.898438 Penalty: 691.591125
	Iteration 50Q: 3 clusters Score -87225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87226.648438 Penalty: 691.591125
	Iteration 51Q: 3 clusters Score -87226.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87228.593750 Penalty: 691.591125
	Iteration 52Q: 3 clusters Score -87228.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87228.882812 Penalty: 691.591125
	Iteration 53Q: 3 clusters Score -87228.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87229.203125 Penalty: 691.591125
	Iteration 54Q: 3 clusters Score -87229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87229.445312 Penalty: 691.591125
	Iteration 55Q: 3 clusters Score -87229.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87229.617188 Penalty: 691.591125
	Iteration 56Q: 3 clusters Score -87229.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87229.617188 Penalty: 691.591125
	Iteration 57F: 3 clusters Score -87229.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Entering Unmasked Estep 
Score: -809747.500000 Penalty: 448.063629
	Iteration 0F: 2 clusters Score -809747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -797107.687500 Penalty: 896.127258
	Iteration 0F: 3 clusters Score -797107.7 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -802316.500000 Penalty: 896.127258
	Iteration 1F: 3 clusters Score -802316.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -802580.312500 Penalty: 896.127258
	Iteration 2Q: 3 clusters Score -802580.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -802943.875000 Penalty: 896.127258
	Iteration 3Q: 3 clusters Score -802943.9 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -803508.375000 Penalty: 896.127258
	Iteration 4F: 3 clusters Score -803508.4 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -804423.625000 Penalty: 896.127258
	Iteration 5F: 3 clusters Score -804423.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -805661.437500 Penalty: 896.127258
	Iteration 6F: 3 clusters Score -805661.4 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -806556.937500 Penalty: 896.127258
	Iteration 7F: 3 clusters Score -806556.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -806932.875000 Penalty: 896.127258
	Iteration 8Q: 3 clusters Score -806932.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -807150.250000 Penalty: 896.127258
	Iteration 9Q: 3 clusters Score -807150.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -807344.000000 Penalty: 896.127258
	Iteration 10Q: 3 clusters Score -807344 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -807521.437500 Penalty: 896.127258
	Iteration 11Q: 3 clusters Score -807521.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -807699.437500 Penalty: 896.127258
	Iteration 12Q: 3 clusters Score -807699.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -807865.875000 Penalty: 896.127258
	Iteration 13Q: 3 clusters Score -807865.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -808062.312500 Penalty: 896.127258
	Iteration 14Q: 3 clusters Score -808062.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -808281.562500 Penalty: 896.127258
	Iteration 15Q: 3 clusters Score -808281.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -808485.375000 Penalty: 896.127258
	Iteration 16Q: 3 clusters Score -808485.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -808639.000000 Penalty: 896.127258
	Iteration 17Q: 3 clusters Score -808639 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -808746.500000 Penalty: 896.127258
	Iteration 18Q: 3 clusters Score -808746.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -808829.812500 Penalty: 896.127258
	Iteration 19Q: 3 clusters Score -808829.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -808905.625000 Penalty: 896.127258
	Iteration 20F: 3 clusters Score -808905.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -808980.250000 Penalty: 896.127258
	Iteration 21Q: 3 clusters Score -808980.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -809049.250000 Penalty: 896.127258
	Iteration 22Q: 3 clusters Score -809049.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -809102.812500 Penalty: 896.127258
	Iteration 23Q: 3 clusters Score -809102.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -809147.625000 Penalty: 896.127258
	Iteration 24Q: 3 clusters Score -809147.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -809188.687500 Penalty: 896.127258
	Iteration 25Q: 3 clusters Score -809188.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -809219.812500 Penalty: 896.127258
	Iteration 26Q: 3 clusters Score -809219.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -809240.812500 Penalty: 896.127258
	Iteration 27Q: 3 clusters Score -809240.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -809264.125000 Penalty: 896.127258
	Iteration 28Q: 3 clusters Score -809264.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -809286.937500 Penalty: 896.127258
	Iteration 29Q: 3 clusters Score -809286.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -809319.687500 Penalty: 896.127258
	Iteration 30Q: 3 clusters Score -809319.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -809347.875000 Penalty: 896.127258
	Iteration 31Q: 3 clusters Score -809347.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -809371.062500 Penalty: 896.127258
	Iteration 32Q: 3 clusters Score -809371.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -809391.500000 Penalty: 896.127258
	Iteration 33Q: 3 clusters Score -809391.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -809411.875000 Penalty: 896.127258
	Iteration 34Q: 3 clusters Score -809411.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -809434.562500 Penalty: 896.127258
	Iteration 35Q: 3 clusters Score -809434.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -809458.750000 Penalty: 896.127258
	Iteration 36Q: 3 clusters Score -809458.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -809475.250000 Penalty: 896.127258
	Iteration 37Q: 3 clusters Score -809475.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -809493.062500 Penalty: 896.127258
	Iteration 38Q: 3 clusters Score -809493.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -809510.687500 Penalty: 896.127258
	Iteration 39Q: 3 clusters Score -809510.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -809516.687500 Penalty: 896.127258
	Iteration 40F: 3 clusters Score -809516.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -809524.375000 Penalty: 896.127258
	Iteration 41Q: 3 clusters Score -809524.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -809532.062500 Penalty: 896.127258
	Iteration 42Q: 3 clusters Score -809532.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -809536.750000 Penalty: 896.127258
	Iteration 43Q: 3 clusters Score -809536.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -809541.875000 Penalty: 896.127258
	Iteration 44Q: 3 clusters Score -809541.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -809550.750000 Penalty: 896.127258
	Iteration 45Q: 3 clusters Score -809550.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -809558.312500 Penalty: 896.127258
	Iteration 46Q: 3 clusters Score -809558.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -809563.625000 Penalty: 896.127258
	Iteration 47Q: 3 clusters Score -809563.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -809568.187500 Penalty: 896.127258
	Iteration 48Q: 3 clusters Score -809568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -809571.500000 Penalty: 896.127258
	Iteration 49Q: 3 clusters Score -809571.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -809575.562500 Penalty: 896.127258
	Iteration 50Q: 3 clusters Score -809575.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -809582.187500 Penalty: 896.127258
	Iteration 51Q: 3 clusters Score -809582.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -809588.562500 Penalty: 896.127258
	Iteration 52Q: 3 clusters Score -809588.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -809591.562500 Penalty: 896.127258
	Iteration 53Q: 3 clusters Score -809591.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -809593.750000 Penalty: 896.127258
	Iteration 54Q: 3 clusters Score -809593.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -809598.750000 Penalty: 896.127258
	Iteration 55Q: 3 clusters Score -809598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -809598.937500 Penalty: 896.127258
	Iteration 56Q: 3 clusters Score -809598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -809601.875000 Penalty: 896.127258
	Iteration 57Q: 3 clusters Score -809601.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -809606.312500 Penalty: 896.127258
	Iteration 58Q: 3 clusters Score -809606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -809606.062500 Penalty: 896.127258
	Iteration 59Q: 3 clusters Score -809606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -809611.750000 Penalty: 896.127258
	Iteration 60F: 3 clusters Score -809611.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -809612.250000 Penalty: 896.127258
	Iteration 61Q: 3 clusters Score -809612.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -809615.187500 Penalty: 896.127258
	Iteration 62Q: 3 clusters Score -809615.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -809616.875000 Penalty: 896.127258
	Iteration 63Q: 3 clusters Score -809616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -809616.125000 Penalty: 896.127258
	Iteration 64Q: 3 clusters Score -809616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -809616.562500 Penalty: 896.127258
	Iteration 65Q: 3 clusters Score -809616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -809619.437500 Penalty: 896.127258
	Iteration 66Q: 3 clusters Score -809619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -809620.187500 Penalty: 896.127258
	Iteration 67Q: 3 clusters Score -809620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -809619.562500 Penalty: 896.127258
	Iteration 68Q: 3 clusters Score -809619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -809620.812500 Penalty: 896.127258
	Iteration 69Q: 3 clusters Score -809620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -809621.937500 Penalty: 896.127258
	Iteration 70Q: 3 clusters Score -809621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -809624.000000 Penalty: 896.127258
	Iteration 71Q: 3 clusters Score -809624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -809623.000000 Penalty: 896.127258
	Iteration 72Q: 3 clusters Score -809623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -809621.875000 Penalty: 896.127258
	Iteration 73Q: 3 clusters Score -809621.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -809626.187500 Penalty: 896.127258
	Iteration 74Q: 3 clusters Score -809626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -809627.375000 Penalty: 896.127258
	Iteration 75Q: 3 clusters Score -809627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -809626.375000 Penalty: 896.127258
	Iteration 76Q: 3 clusters Score -809626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -809624.937500 Penalty: 896.127258
	Iteration 77Q: 3 clusters Score -809624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -809626.437500 Penalty: 896.127258
	Iteration 78Q: 3 clusters Score -809626.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -809625.812500 Penalty: 896.127258
	Iteration 79Q: 3 clusters Score -809625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -809627.250000 Penalty: 896.127258
	Iteration 80F: 3 clusters Score -809627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -809628.250000 Penalty: 896.127258
	Iteration 81Q: 3 clusters Score -809628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -809630.125000 Penalty: 896.127258
	Iteration 82Q: 3 clusters Score -809630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -809627.625000 Penalty: 896.127258
	Iteration 83Q: 3 clusters Score -809627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -809630.625000 Penalty: 896.127258
	Iteration 84Q: 3 clusters Score -809630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -809629.875000 Penalty: 896.127258
	Iteration 85Q: 3 clusters Score -809629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -809629.500000 Penalty: 896.127258
	Iteration 86Q: 3 clusters Score -809629.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -809630.937500 Penalty: 896.127258
	Iteration 87Q: 3 clusters Score -809630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -809630.187500 Penalty: 896.127258
	Iteration 88Q: 3 clusters Score -809630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -809632.625000 Penalty: 896.127258
	Iteration 89Q: 3 clusters Score -809632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -809633.500000 Penalty: 896.127258
	Iteration 90Q: 3 clusters Score -809633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -809633.812500 Penalty: 896.127258
	Iteration 91Q: 3 clusters Score -809633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -809633.375000 Penalty: 896.127258
	Iteration 92Q: 3 clusters Score -809633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -809632.062500 Penalty: 896.127258
	Iteration 93Q: 3 clusters Score -809632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -809632.062500 Penalty: 896.127258
	Iteration 94F: 3 clusters Score -809632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -112879.210938 Penalty: 358.490540
	Iteration 0F: 2 clusters Score -112879.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -111008.656250 Penalty: 716.981079
	Iteration 0F: 3 clusters Score -111008.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -111665.625000 Penalty: 716.981079
	Iteration 1F: 3 clusters Score -111665.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -111741.898438 Penalty: 716.981079
	Iteration 2F: 3 clusters Score -111741.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -111793.046875 Penalty: 716.981079
	Iteration 3Q: 3 clusters Score -111793 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -111823.601562 Penalty: 716.981079
	Iteration 4Q: 3 clusters Score -111823.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -111847.859375 Penalty: 716.981079
	Iteration 5Q: 3 clusters Score -111847.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -111878.101562 Penalty: 716.981079
	Iteration 6Q: 3 clusters Score -111878.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -111928.320312 Penalty: 716.981079
	Iteration 7Q: 3 clusters Score -111928.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -111989.539062 Penalty: 716.981079
	Iteration 8Q: 3 clusters Score -111989.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -112059.726562 Penalty: 716.981079
	Iteration 9Q: 3 clusters Score -112059.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -112137.812500 Penalty: 716.981079
	Iteration 10Q: 3 clusters Score -112137.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112199.289062 Penalty: 716.981079
	Iteration 11Q: 3 clusters Score -112199.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -112233.843750 Penalty: 716.981079
	Iteration 12Q: 3 clusters Score -112233.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -112248.796875 Penalty: 716.981079
	Iteration 13Q: 3 clusters Score -112248.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112267.585938 Penalty: 716.981079
	Iteration 14Q: 3 clusters Score -112267.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -112292.000000 Penalty: 716.981079
	Iteration 15Q: 3 clusters Score -112292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -112306.343750 Penalty: 716.981079
	Iteration 16Q: 3 clusters Score -112306.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -112323.007812 Penalty: 716.981079
	Iteration 17Q: 3 clusters Score -112323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -112337.859375 Penalty: 716.981079
	Iteration 18Q: 3 clusters Score -112337.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -112362.015625 Penalty: 716.981079
	Iteration 19Q: 3 clusters Score -112362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -112383.289062 Penalty: 716.981079
	Iteration 20F: 3 clusters Score -112383.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -112399.593750 Penalty: 716.981079
	Iteration 21Q: 3 clusters Score -112399.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -112412.601562 Penalty: 716.981079
	Iteration 22Q: 3 clusters Score -112412.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -112433.523438 Penalty: 716.981079
	Iteration 23Q: 3 clusters Score -112433.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -112458.046875 Penalty: 716.981079
	Iteration 24Q: 3 clusters Score -112458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -112477.031250 Penalty: 716.981079
	Iteration 25Q: 3 clusters Score -112477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -112492.273438 Penalty: 716.981079
	Iteration 26Q: 3 clusters Score -112492.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -112508.757812 Penalty: 716.981079
	Iteration 27Q: 3 clusters Score -112508.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -112525.625000 Penalty: 716.981079
	Iteration 28Q: 3 clusters Score -112525.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -112544.367188 Penalty: 716.981079
	Iteration 29Q: 3 clusters Score -112544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -112566.367188 Penalty: 716.981079
	Iteration 30Q: 3 clusters Score -112566.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -112580.648438 Penalty: 716.981079
	Iteration 31Q: 3 clusters Score -112580.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112595.156250 Penalty: 716.981079
	Iteration 32Q: 3 clusters Score -112595.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -112607.609375 Penalty: 716.981079
	Iteration 33Q: 3 clusters Score -112607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -112614.007812 Penalty: 716.981079
	Iteration 34Q: 3 clusters Score -112614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -112616.539062 Penalty: 716.981079
	Iteration 35Q: 3 clusters Score -112616.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -112617.757812 Penalty: 716.981079
	Iteration 36Q: 3 clusters Score -112617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -112618.234375 Penalty: 716.981079
	Iteration 37Q: 3 clusters Score -112618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -112619.218750 Penalty: 716.981079
	Iteration 38F: 3 clusters Score -112619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112619.445312 Penalty: 716.981079
	Iteration 39Q: 3 clusters Score -112619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112619.445312 Penalty: 716.981079
	Iteration 40F: 3 clusters Score -112619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Entering Unmasked Estep 
Score: -930139.687500 Penalty: 453.328522
	Iteration 0F: 2 clusters Score -930139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -915916.312500 Penalty: 906.657043
	Iteration 0F: 3 clusters Score -915916.3 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -922219.562500 Penalty: 906.657043
	Iteration 1F: 3 clusters Score -922219.6 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -922966.562500 Penalty: 906.657043
	Iteration 2F: 3 clusters Score -922966.6 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -924066.187500 Penalty: 906.657043
	Iteration 3F: 3 clusters Score -924066.2 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -925305.375000 Penalty: 906.657043
	Iteration 4F: 3 clusters Score -925305.4 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -926312.312500 Penalty: 906.657043
	Iteration 5F: 3 clusters Score -926312.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -926909.937500 Penalty: 906.657043
	Iteration 6Q: 3 clusters Score -926909.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -927255.250000 Penalty: 906.657043
	Iteration 7Q: 3 clusters Score -927255.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -927542.500000 Penalty: 906.657043
	Iteration 8Q: 3 clusters Score -927542.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -927798.875000 Penalty: 906.657043
	Iteration 9Q: 3 clusters Score -927798.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -928041.187500 Penalty: 906.657043
	Iteration 10Q: 3 clusters Score -928041.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -928302.750000 Penalty: 906.657043
	Iteration 11Q: 3 clusters Score -928302.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -928567.375000 Penalty: 906.657043
	Iteration 12Q: 3 clusters Score -928567.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -928818.937500 Penalty: 906.657043
	Iteration 13Q: 3 clusters Score -928818.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -929016.000000 Penalty: 906.657043
	Iteration 14Q: 3 clusters Score -929016 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -929177.125000 Penalty: 906.657043
	Iteration 15Q: 3 clusters Score -929177.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -929318.250000 Penalty: 906.657043
	Iteration 16Q: 3 clusters Score -929318.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -929441.750000 Penalty: 906.657043
	Iteration 17Q: 3 clusters Score -929441.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -929540.312500 Penalty: 906.657043
	Iteration 18Q: 3 clusters Score -929540.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -929626.000000 Penalty: 906.657043
	Iteration 19Q: 3 clusters Score -929626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -929674.250000 Penalty: 906.657043
	Iteration 20F: 3 clusters Score -929674.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -929699.562500 Penalty: 906.657043
	Iteration 21Q: 3 clusters Score -929699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -929717.812500 Penalty: 906.657043
	Iteration 22Q: 3 clusters Score -929717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -929726.812500 Penalty: 906.657043
	Iteration 23Q: 3 clusters Score -929726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -929734.187500 Penalty: 906.657043
	Iteration 24Q: 3 clusters Score -929734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -929737.125000 Penalty: 906.657043
	Iteration 25Q: 3 clusters Score -929737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -929737.187500 Penalty: 906.657043
	Iteration 26Q: 3 clusters Score -929737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -929737.187500 Penalty: 906.657043
	Iteration 27F: 3 clusters Score -929737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Entering Unmasked Estep 
Score: -1115231.875000 Penalty: 461.949097
	Iteration 0F: 2 clusters Score -1115232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1098016.500000 Penalty: 923.898193
	Iteration 0F: 3 clusters Score -1098016 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1105199.875000 Penalty: 923.898193
	Iteration 1F: 3 clusters Score -1105200 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1105540.000000 Penalty: 923.898193
	Iteration 2Q: 3 clusters Score -1105540 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1106004.500000 Penalty: 923.898193
	Iteration 3Q: 3 clusters Score -1106004 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1106734.875000 Penalty: 923.898193
	Iteration 4F: 3 clusters Score -1106735 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1107866.375000 Penalty: 923.898193
	Iteration 5F: 3 clusters Score -1107866 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1109308.000000 Penalty: 923.898193
	Iteration 6F: 3 clusters Score -1109308 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1110459.375000 Penalty: 923.898193
	Iteration 7F: 3 clusters Score -1110459 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1111008.125000 Penalty: 923.898193
	Iteration 8Q: 3 clusters Score -1111008 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1111301.000000 Penalty: 923.898193
	Iteration 9Q: 3 clusters Score -1111301 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1111573.250000 Penalty: 923.898193
	Iteration 10Q: 3 clusters Score -1111573 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1111848.750000 Penalty: 923.898193
	Iteration 11Q: 3 clusters Score -1111849 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1112111.375000 Penalty: 923.898193
	Iteration 12Q: 3 clusters Score -1112111 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1112382.625000 Penalty: 923.898193
	Iteration 13Q: 3 clusters Score -1112383 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1112651.125000 Penalty: 923.898193
	Iteration 14Q: 3 clusters Score -1112651 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1112926.250000 Penalty: 923.898193
	Iteration 15Q: 3 clusters Score -1112926 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1113177.125000 Penalty: 923.898193
	Iteration 16Q: 3 clusters Score -1113177 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1113365.875000 Penalty: 923.898193
	Iteration 17Q: 3 clusters Score -1113366 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1113517.750000 Penalty: 923.898193
	Iteration 18Q: 3 clusters Score -1113518 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1113639.750000 Penalty: 923.898193
	Iteration 19Q: 3 clusters Score -1113640 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1113752.625000 Penalty: 923.898193
	Iteration 20F: 3 clusters Score -1113753 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1113825.625000 Penalty: 923.898193
	Iteration 21Q: 3 clusters Score -1113826 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1113896.750000 Penalty: 923.898193
	Iteration 22Q: 3 clusters Score -1113897 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1113968.125000 Penalty: 923.898193
	Iteration 23Q: 3 clusters Score -1113968 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1114027.625000 Penalty: 923.898193
	Iteration 24Q: 3 clusters Score -1114028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1114089.750000 Penalty: 923.898193
	Iteration 25Q: 3 clusters Score -1114090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1114136.125000 Penalty: 923.898193
	Iteration 26Q: 3 clusters Score -1114136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1114175.875000 Penalty: 923.898193
	Iteration 27Q: 3 clusters Score -1114176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1114204.125000 Penalty: 923.898193
	Iteration 28Q: 3 clusters Score -1114204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1114240.250000 Penalty: 923.898193
	Iteration 29Q: 3 clusters Score -1114240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1114274.375000 Penalty: 923.898193
	Iteration 30Q: 3 clusters Score -1114274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1114308.000000 Penalty: 923.898193
	Iteration 31Q: 3 clusters Score -1114308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1114344.000000 Penalty: 923.898193
	Iteration 32Q: 3 clusters Score -1114344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1114370.625000 Penalty: 923.898193
	Iteration 33Q: 3 clusters Score -1114371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1114412.125000 Penalty: 923.898193
	Iteration 34Q: 3 clusters Score -1114412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1114442.625000 Penalty: 923.898193
	Iteration 35Q: 3 clusters Score -1114443 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1114491.375000 Penalty: 923.898193
	Iteration 36Q: 3 clusters Score -1114491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1114548.625000 Penalty: 923.898193
	Iteration 37Q: 3 clusters Score -1114549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1114600.125000 Penalty: 923.898193
	Iteration 38Q: 3 clusters Score -1114600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1114647.500000 Penalty: 923.898193
	Iteration 39Q: 3 clusters Score -1114648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1114678.750000 Penalty: 923.898193
	Iteration 40F: 3 clusters Score -1114679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1114700.125000 Penalty: 923.898193
	Iteration 41Q: 3 clusters Score -1114700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1114724.000000 Penalty: 923.898193
	Iteration 42Q: 3 clusters Score -1114724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1114742.625000 Penalty: 923.898193
	Iteration 43Q: 3 clusters Score -1114743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1114763.250000 Penalty: 923.898193
	Iteration 44Q: 3 clusters Score -1114763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1114771.125000 Penalty: 923.898193
	Iteration 45Q: 3 clusters Score -1114771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1114778.250000 Penalty: 923.898193
	Iteration 46Q: 3 clusters Score -1114778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1114786.125000 Penalty: 923.898193
	Iteration 47Q: 3 clusters Score -1114786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1114789.125000 Penalty: 923.898193
	Iteration 48Q: 3 clusters Score -1114789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1114795.250000 Penalty: 923.898193
	Iteration 49Q: 3 clusters Score -1114795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1114802.375000 Penalty: 923.898193
	Iteration 50Q: 3 clusters Score -1114802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1114804.750000 Penalty: 923.898193
	Iteration 51Q: 3 clusters Score -1114805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1114805.875000 Penalty: 923.898193
	Iteration 52Q: 3 clusters Score -1114806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1114805.000000 Penalty: 923.898193
	Iteration 53Q: 3 clusters Score -1114805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1114806.000000 Penalty: 923.898193
	Iteration 54Q: 3 clusters Score -1114806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1114807.250000 Penalty: 923.898193
	Iteration 55Q: 3 clusters Score -1114807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1114808.750000 Penalty: 923.898193
	Iteration 56Q: 3 clusters Score -1114809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1114807.750000 Penalty: 923.898193
	Iteration 57Q: 3 clusters Score -1114808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1114810.125000 Penalty: 923.898193
	Iteration 58Q: 3 clusters Score -1114810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1114812.125000 Penalty: 923.898193
	Iteration 59Q: 3 clusters Score -1114812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1114813.750000 Penalty: 923.898193
	Iteration 60F: 3 clusters Score -1114814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1114813.750000 Penalty: 923.898193
	Iteration 61Q: 3 clusters Score -1114814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1114815.875000 Penalty: 923.898193
	Iteration 62Q: 3 clusters Score -1114816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1114817.250000 Penalty: 923.898193
	Iteration 63Q: 3 clusters Score -1114817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1114820.500000 Penalty: 923.898193
	Iteration 64Q: 3 clusters Score -1114820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1114821.625000 Penalty: 923.898193
	Iteration 65Q: 3 clusters Score -1114822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1114824.500000 Penalty: 923.898193
	Iteration 66Q: 3 clusters Score -1114824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1114825.625000 Penalty: 923.898193
	Iteration 67Q: 3 clusters Score -1114826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1114826.125000 Penalty: 923.898193
	Iteration 68Q: 3 clusters Score -1114826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1114825.375000 Penalty: 923.898193
	Iteration 69Q: 3 clusters Score -1114825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1114825.250000 Penalty: 923.898193
	Iteration 70Q: 3 clusters Score -1114825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1114825.250000 Penalty: 923.898193
	Iteration 71F: 3 clusters Score -1114825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38901 members 
Mstep: Class 3 contains 137296 members 
Mstep: Class 4 contains 313309 members 
Mstep: Class 5 contains 126918 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 8087 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 292093 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 58714 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1013 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 36266 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 18912 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 21232 members 
Mstep: Class 25 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946400.000000 Penalty: 15839.890625
Iteration 319Q: 26 clusters Score -4.69464e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38898 members 
Mstep: Class 3 contains 137505 members 
Mstep: Class 4 contains 313154 members 
Mstep: Class 5 contains 126978 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5190 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 291946 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 58804 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 36341 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 18911 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 21208 members 
Mstep: Class 25 contains 25655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946600.000000 Penalty: 15839.890625
Iteration 320F: 26 clusters Score -4.69466e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38886 members 
Mstep: Class 3 contains 137677 members 
Mstep: Class 4 contains 312998 members 
Mstep: Class 5 contains 127033 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 291844 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 58908 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 36420 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 18907 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 21184 members 
Mstep: Class 25 contains 25639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946792.000000 Penalty: 15839.890625
Iteration 321Q: 26 clusters Score -4.694679e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 38875 members 
Mstep: Class 3 contains 137839 members 
Mstep: Class 4 contains 312906 members 
Mstep: Class 5 contains 127104 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 291704 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 59006 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 36483 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 18908 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 21155 members 
Mstep: Class 25 contains 25631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946888.000000 Penalty: 15839.890625
Iteration 322Q: 26 clusters Score -4.694689e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 38857 members 
Mstep: Class 3 contains 137988 members 
Mstep: Class 4 contains 312811 members 
Mstep: Class 5 contains 127160 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 7979 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 10 contains 291581 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 59108 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 36550 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 18902 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 21129 members 
Mstep: Class 25 contains 25627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946884.000000 Penalty: 15839.890625
Iteration 323Q: 26 clusters Score -4.694688e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38846 members 
Mstep: Class 3 contains 138157 members 
Mstep: Class 4 contains 312694 members 
Mstep: Class 5 contains 127242 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 291417 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 59208 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 21094 members 
Mstep: Class 25 contains 25624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46946956.000000 Penalty: 15839.890625
Iteration 324Q: 26 clusters Score -4.694696e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38850 members 
Mstep: Class 3 contains 138289 members 
Mstep: Class 4 contains 312575 members 
Mstep: Class 5 contains 127276 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 10 contains 291292 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 59318 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1210 members 
Mstep: Class 18 contains 8943 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 36709 members 
Mstep: Class 21 contains 1967 members 
Mstep: Class 22 contains 18870 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 21053 members 
Mstep: Class 25 contains 25618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947068.000000 Penalty: 15839.890625
Iteration 325Q: 26 clusters Score -4.694707e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 38854 members 
Mstep: Class 3 contains 138426 members 
Mstep: Class 4 contains 312451 members 
Mstep: Class 5 contains 127291 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 291205 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 59421 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 36806 members 
Mstep: Class 21 contains 1962 members 
Mstep: Class 22 contains 18843 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 21012 members 
Mstep: Class 25 contains 25616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947088.000000 Penalty: 15839.890625
Iteration 326Q: 26 clusters Score -4.694709e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 38860 members 
Mstep: Class 3 contains 138528 members 
Mstep: Class 4 contains 312284 members 
Mstep: Class 5 contains 127315 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 291156 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 59535 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 36900 members 
Mstep: Class 21 contains 1958 members 
Mstep: Class 22 contains 18820 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 20987 members 
Mstep: Class 25 contains 25624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947120.000000 Penalty: 15839.890625
Iteration 327Q: 26 clusters Score -4.694712e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38860 members 
Mstep: Class 3 contains 138630 members 
Mstep: Class 4 contains 312107 members 
Mstep: Class 5 contains 127335 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 291106 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 59648 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 37005 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 18801 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 20971 members 
Mstep: Class 25 contains 25625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947248.000000 Penalty: 15839.890625
Iteration 328Q: 26 clusters Score -4.694725e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 138712 members 
Mstep: Class 4 contains 311945 members 
Mstep: Class 5 contains 127338 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 6481 members 
Mstep: Class 10 contains 291052 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 59755 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 37115 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 18782 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 20955 members 
Mstep: Class 25 contains 25624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947376.000000 Penalty: 15839.890625
Iteration 329Q: 26 clusters Score -4.694738e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38867 members 
Mstep: Class 3 contains 138778 members 
Mstep: Class 4 contains 311794 members 
Mstep: Class 5 contains 127325 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 6487 members 
Mstep: Class 10 contains 290997 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 59868 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 37233 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 18776 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 20936 members 
Mstep: Class 25 contains 25623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947568.000000 Penalty: 15839.890625
Iteration 330Q: 26 clusters Score -4.694757e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38863 members 
Mstep: Class 3 contains 138847 members 
Mstep: Class 4 contains 311652 members 
Mstep: Class 5 contains 127317 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 6499 members 
Mstep: Class 10 contains 290935 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 59976 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 990 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 37347 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 18775 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 20924 members 
Mstep: Class 25 contains 25615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947460.000000 Penalty: 15839.890625
Iteration 331Q: 26 clusters Score -4.694746e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 38870 members 
Mstep: Class 3 contains 138900 members 
Mstep: Class 4 contains 311442 members 
Mstep: Class 5 contains 127330 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 290916 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 60099 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 8974 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 37462 members 
Mstep: Class 21 contains 1953 members 
Mstep: Class 22 contains 18776 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 20918 members 
Mstep: Class 25 contains 25595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947564.000000 Penalty: 15839.890625
Iteration 332Q: 26 clusters Score -4.694756e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38870 members 
Mstep: Class 3 contains 138953 members 
Mstep: Class 4 contains 311241 members 
Mstep: Class 5 contains 127297 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 290898 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 60233 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 37603 members 
Mstep: Class 21 contains 1958 members 
Mstep: Class 22 contains 18774 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 20911 members 
Mstep: Class 25 contains 25570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947744.000000 Penalty: 15839.890625
Iteration 333Q: 26 clusters Score -4.694774e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38866 members 
Mstep: Class 3 contains 139030 members 
Mstep: Class 4 contains 311083 members 
Mstep: Class 5 contains 127229 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 290854 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 60373 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 37755 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 18773 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 20905 members 
Mstep: Class 25 contains 25551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947724.000000 Penalty: 15839.890625
Iteration 334Q: 26 clusters Score -4.694772e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38858 members 
Mstep: Class 3 contains 139126 members 
Mstep: Class 4 contains 310948 members 
Mstep: Class 5 contains 127131 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5631 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 290792 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 60493 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 976 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 8967 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 18774 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 20910 members 
Mstep: Class 25 contains 25536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947836.000000 Penalty: 15839.890625
Iteration 335Q: 26 clusters Score -4.694784e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 38866 members 
Mstep: Class 3 contains 139227 members 
Mstep: Class 4 contains 310803 members 
Mstep: Class 5 contains 127034 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 290727 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 60601 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 1977 members 
Mstep: Class 22 contains 18771 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 20917 members 
Mstep: Class 25 contains 25535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947880.000000 Penalty: 15839.890625
Iteration 336Q: 26 clusters Score -4.694788e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 38871 members 
Mstep: Class 3 contains 139304 members 
Mstep: Class 4 contains 310619 members 
Mstep: Class 5 contains 126973 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 8 contains 7567 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 10 contains 290734 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 60696 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 38149 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 18771 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 20931 members 
Mstep: Class 25 contains 25529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947916.000000 Penalty: 15839.890625
Iteration 337Q: 26 clusters Score -4.694792e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38876 members 
Mstep: Class 3 contains 139429 members 
Mstep: Class 4 contains 310410 members 
Mstep: Class 5 contains 126942 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 6583 members 
Mstep: Class 10 contains 290708 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 60775 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 38255 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 18766 members 
Mstep: Class 23 contains 2658 members 
Mstep: Class 24 contains 20942 members 
Mstep: Class 25 contains 25516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46947960.000000 Penalty: 15839.890625
Iteration 338Q: 26 clusters Score -4.694796e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38883 members 
Mstep: Class 3 contains 139527 members 
Mstep: Class 4 contains 310170 members 
Mstep: Class 5 contains 126905 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5758 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 290756 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 60860 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 38366 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 20942 members 
Mstep: Class 25 contains 25499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948196.000000 Penalty: 15839.890625
Iteration 339Q: 26 clusters Score -4.69482e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38882 members 
Mstep: Class 3 contains 139613 members 
Mstep: Class 4 contains 309945 members 
Mstep: Class 5 contains 126884 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5789 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 290806 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 60946 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 38462 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 2663 members 
Mstep: Class 24 contains 20942 members 
Mstep: Class 25 contains 25481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948480.000000 Penalty: 15839.890625
Iteration 340F: 26 clusters Score -4.694848e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38873 members 
Mstep: Class 3 contains 139672 members 
Mstep: Class 4 contains 309731 members 
Mstep: Class 5 contains 126867 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5820 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 290842 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 61054 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 20938 members 
Mstep: Class 25 contains 25469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948472.000000 Penalty: 15839.890625
Iteration 341Q: 26 clusters Score -4.694847e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38866 members 
Mstep: Class 3 contains 139773 members 
Mstep: Class 4 contains 309583 members 
Mstep: Class 5 contains 126827 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 6627 members 
Mstep: Class 10 contains 290813 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 61148 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 8949 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 38663 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 18728 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 20939 members 
Mstep: Class 25 contains 25440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948556.000000 Penalty: 15839.890625
Iteration 342Q: 26 clusters Score -4.694856e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38856 members 
Mstep: Class 3 contains 139899 members 
Mstep: Class 4 contains 309428 members 
Mstep: Class 5 contains 126791 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 6628 members 
Mstep: Class 10 contains 290775 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61218 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 38769 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 18724 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 20941 members 
Mstep: Class 25 contains 25422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948560.000000 Penalty: 15839.890625
Iteration 343Q: 26 clusters Score -4.694856e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38851 members 
Mstep: Class 3 contains 140023 members 
Mstep: Class 4 contains 309291 members 
Mstep: Class 5 contains 126747 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 290720 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 61288 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1129 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 38880 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 18713 members 
Mstep: Class 23 contains 2673 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 25389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948632.000000 Penalty: 15839.890625
Iteration 344Q: 26 clusters Score -4.694863e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 140137 members 
Mstep: Class 4 contains 309174 members 
Mstep: Class 5 contains 126720 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5957 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 290640 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 61359 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 8935 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 38988 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 18700 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 20933 members 
Mstep: Class 25 contains 25374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948620.000000 Penalty: 15839.890625
Iteration 345Q: 26 clusters Score -4.694862e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38843 members 
Mstep: Class 3 contains 140253 members 
Mstep: Class 4 contains 309069 members 
Mstep: Class 5 contains 126680 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 290571 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 61423 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 39088 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 18689 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 20925 members 
Mstep: Class 25 contains 25357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948736.000000 Penalty: 15839.890625
Iteration 346Q: 26 clusters Score -4.694874e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38851 members 
Mstep: Class 3 contains 140368 members 
Mstep: Class 4 contains 308949 members 
Mstep: Class 5 contains 126617 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 6025 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 6645 members 
Mstep: Class 10 contains 290520 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61452 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 39201 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 18677 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 20914 members 
Mstep: Class 25 contains 25349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948744.000000 Penalty: 15839.890625
Iteration 347Q: 26 clusters Score -4.694874e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 140479 members 
Mstep: Class 4 contains 308829 members 
Mstep: Class 5 contains 126534 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6058 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 6647 members 
Mstep: Class 10 contains 290485 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61501 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 39314 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 20904 members 
Mstep: Class 25 contains 25331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948756.000000 Penalty: 15839.890625
Iteration 348Q: 26 clusters Score -4.694876e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 140590 members 
Mstep: Class 4 contains 308666 members 
Mstep: Class 5 contains 126480 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6084 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 290465 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61545 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 39415 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 18659 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 20895 members 
Mstep: Class 25 contains 25325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948764.000000 Penalty: 15839.890625
Iteration 349Q: 26 clusters Score -4.694876e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 140687 members 
Mstep: Class 4 contains 308495 members 
Mstep: Class 5 contains 126438 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 290461 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61609 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 39505 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 18657 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 20889 members 
Mstep: Class 25 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948768.000000 Penalty: 15839.890625
Iteration 350Q: 26 clusters Score -4.694877e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38854 members 
Mstep: Class 3 contains 140783 members 
Mstep: Class 4 contains 308285 members 
Mstep: Class 5 contains 126417 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 10 contains 290487 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 8958 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 39600 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 18642 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 20878 members 
Mstep: Class 25 contains 25291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46948932.000000 Penalty: 15839.890625
Iteration 351Q: 26 clusters Score -4.694893e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38856 members 
Mstep: Class 3 contains 140898 members 
Mstep: Class 4 contains 308061 members 
Mstep: Class 5 contains 126409 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 290489 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 61743 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 39682 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 25268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949192.000000 Penalty: 15839.890625
Iteration 352Q: 26 clusters Score -4.694919e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 38847 members 
Mstep: Class 3 contains 141044 members 
Mstep: Class 4 contains 307833 members 
Mstep: Class 5 contains 126401 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 290473 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 61800 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 18 contains 8970 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 39780 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 20868 members 
Mstep: Class 25 contains 25247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949252.000000 Penalty: 15839.890625
Iteration 353Q: 26 clusters Score -4.694925e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38844 members 
Mstep: Class 3 contains 141166 members 
Mstep: Class 4 contains 307626 members 
Mstep: Class 5 contains 126338 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 7022 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 290474 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 61872 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1108 members 
Mstep: Class 18 contains 8971 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 39892 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 18609 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 20865 members 
Mstep: Class 25 contains 25223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949216.000000 Penalty: 15839.890625
Iteration 354Q: 26 clusters Score -4.694922e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 38840 members 
Mstep: Class 3 contains 141294 members 
Mstep: Class 4 contains 307402 members 
Mstep: Class 5 contains 126299 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 290488 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 61941 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 39999 members 
Mstep: Class 21 contains 2178 members 
Mstep: Class 22 contains 18582 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 20852 members 
Mstep: Class 25 contains 25206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949464.000000 Penalty: 15839.890625
Iteration 355Q: 26 clusters Score -4.694946e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38842 members 
Mstep: Class 3 contains 141442 members 
Mstep: Class 4 contains 307150 members 
Mstep: Class 5 contains 126250 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 6986 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 290513 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 61996 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 40105 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 18563 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 20848 members 
Mstep: Class 25 contains 25189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949384.000000 Penalty: 15839.890625
Iteration 356Q: 26 clusters Score -4.694938e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 38838 members 
Mstep: Class 3 contains 141566 members 
Mstep: Class 4 contains 306944 members 
Mstep: Class 5 contains 126201 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 290518 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 62065 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 40207 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 18539 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 20835 members 
Mstep: Class 25 contains 25177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949452.000000 Penalty: 15839.890625
Iteration 357Q: 26 clusters Score -4.694945e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38835 members 
Mstep: Class 3 contains 141683 members 
Mstep: Class 4 contains 306738 members 
Mstep: Class 5 contains 126166 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 290520 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 62132 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 40301 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 18521 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 20818 members 
Mstep: Class 25 contains 25149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949456.000000 Penalty: 15839.890625
Iteration 358Q: 26 clusters Score -4.694946e+07 nChanged 1098
Entering ConstructFrom: 
Score: -46949456.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -74008.492188 Penalty: 336.644775
	Iteration 0F: 2 clusters Score -74008.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -72785.656250 Penalty: 673.289551
	Iteration 0F: 3 clusters Score -72785.66 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73194.757812 Penalty: 673.289551
	Iteration 1F: 3 clusters Score -73194.76 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73281.789062 Penalty: 673.289551
	Iteration 2F: 3 clusters Score -73281.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73354.765625 Penalty: 673.289551
	Iteration 3F: 3 clusters Score -73354.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73434.445312 Penalty: 673.289551
	Iteration 4F: 3 clusters Score -73434.45 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73519.429688 Penalty: 673.289551
	Iteration 5F: 3 clusters Score -73519.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73575.625000 Penalty: 673.289551
	Iteration 6Q: 3 clusters Score -73575.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73616.804688 Penalty: 673.289551
	Iteration 7Q: 3 clusters Score -73616.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73634.148438 Penalty: 673.289551
	Iteration 8Q: 3 clusters Score -73634.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73641.523438 Penalty: 673.289551
	Iteration 9Q: 3 clusters Score -73641.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73645.937500 Penalty: 673.289551
	Iteration 10Q: 3 clusters Score -73645.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73649.101562 Penalty: 673.289551
	Iteration 11Q: 3 clusters Score -73649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -73651.335938 Penalty: 673.289551
	Iteration 12Q: 3 clusters Score -73651.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -73652.781250 Penalty: 673.289551
	Iteration 13Q: 3 clusters Score -73652.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73657.015625 Penalty: 673.289551
	Iteration 14Q: 3 clusters Score -73657.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73660.554688 Penalty: 673.289551
	Iteration 15Q: 3 clusters Score -73660.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73662.554688 Penalty: 673.289551
	Iteration 16Q: 3 clusters Score -73662.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73665.187500 Penalty: 673.289551
	Iteration 17Q: 3 clusters Score -73665.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73666.671875 Penalty: 673.289551
	Iteration 18Q: 3 clusters Score -73666.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -73667.140625 Penalty: 673.289551
	Iteration 19Q: 3 clusters Score -73667.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -73667.453125 Penalty: 673.289551
	Iteration 20F: 3 clusters Score -73667.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73667.554688 Penalty: 673.289551
	Iteration 21Q: 3 clusters Score -73667.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73667.570312 Penalty: 673.289551
	Iteration 22Q: 3 clusters Score -73667.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73667.718750 Penalty: 673.289551
	Iteration 23Q: 3 clusters Score -73667.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73668.000000 Penalty: 673.289551
	Iteration 24Q: 3 clusters Score -73668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73668.000000 Penalty: 673.289551
	Iteration 25F: 3 clusters Score -73668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Entering Unmasked Estep 
Score: -1576276.875000 Penalty: 480.793793
	Iteration 0F: 2 clusters Score -1576277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1550123.875000 Penalty: 961.587585
	Iteration 0F: 3 clusters Score -1550124 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1561159.250000 Penalty: 961.587585
	Iteration 1F: 3 clusters Score -1561159 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1561564.250000 Penalty: 961.587585
	Iteration 2Q: 3 clusters Score -1561564 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1562193.125000 Penalty: 961.587585
	Iteration 3Q: 3 clusters Score -1562193 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1563226.500000 Penalty: 961.587585
	Iteration 4Q: 3 clusters Score -1563226 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1565054.750000 Penalty: 961.587585
	Iteration 5F: 3 clusters Score -1565055 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1567967.375000 Penalty: 961.587585
	Iteration 6F: 3 clusters Score -1567967 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1571501.625000 Penalty: 961.587585
	Iteration 7F: 3 clusters Score -1571502 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1574154.500000 Penalty: 961.587585
	Iteration 8F: 3 clusters Score -1574154 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1575373.000000 Penalty: 961.587585
	Iteration 9Q: 3 clusters Score -1575373 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1575723.375000 Penalty: 961.587585
	Iteration 10Q: 3 clusters Score -1575723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1575803.625000 Penalty: 961.587585
	Iteration 11Q: 3 clusters Score -1575804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1575839.625000 Penalty: 961.587585
	Iteration 12Q: 3 clusters Score -1575840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1575853.750000 Penalty: 961.587585
	Iteration 13Q: 3 clusters Score -1575854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1575855.750000 Penalty: 961.587585
	Iteration 14Q: 3 clusters Score -1575856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1575856.375000 Penalty: 961.587585
	Iteration 15Q: 3 clusters Score -1575856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1575856.375000 Penalty: 961.587585
	Iteration 16F: 3 clusters Score -1575856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (141789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Entering Unmasked Estep 
Score: -6301379.000000 Penalty: 539.725342
	Iteration 0F: 2 clusters Score -6301379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -6204849.000000 Penalty: 1079.450684
	Iteration 0F: 3 clusters Score -6204849 nChanged 69698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -6248711.000000 Penalty: 1079.450684
	Iteration 1F: 3 clusters Score -6248711 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -6252103.500000 Penalty: 1079.450684
	Iteration 2F: 3 clusters Score -6252104 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -6257971.000000 Penalty: 1079.450684
	Iteration 3F: 3 clusters Score -6257971 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -6266758.500000 Penalty: 1079.450684
	Iteration 4F: 3 clusters Score -6266758 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -6277813.000000 Penalty: 1079.450684
	Iteration 5F: 3 clusters Score -6277813 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -6287493.000000 Penalty: 1079.450684
	Iteration 6F: 3 clusters Score -6287493 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -6293762.000000 Penalty: 1079.450684
	Iteration 7Q: 3 clusters Score -6293762 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 137040 members 
Entering Unmasked Estep 
Score: -6297033.500000 Penalty: 1079.450684
	Iteration 8Q: 3 clusters Score -6297034 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 138958 members 
Entering Unmasked Estep 
Score: -6298758.000000 Penalty: 1079.450684
	Iteration 9Q: 3 clusters Score -6298758 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -6299663.000000 Penalty: 1079.450684
	Iteration 10Q: 3 clusters Score -6299663 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 140753 members 
Entering Unmasked Estep 
Score: -6300217.000000 Penalty: 1079.450684
	Iteration 11Q: 3 clusters Score -6300217 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -6300495.500000 Penalty: 1079.450684
	Iteration 12Q: 3 clusters Score -6300496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 141347 members 
Entering Unmasked Estep 
Score: -6300625.000000 Penalty: 1079.450684
	Iteration 13Q: 3 clusters Score -6300625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -6300748.000000 Penalty: 1079.450684
	Iteration 14Q: 3 clusters Score -6300748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 141557 members 
Entering Unmasked Estep 
Score: -6300796.000000 Penalty: 1079.450684
	Iteration 15Q: 3 clusters Score -6300796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 141596 members 
Entering Unmasked Estep 
Score: -6300832.500000 Penalty: 1079.450684
	Iteration 16Q: 3 clusters Score -6300832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -6300855.000000 Penalty: 1079.450684
	Iteration 17Q: 3 clusters Score -6300855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -6300873.000000 Penalty: 1079.450684
	Iteration 18Q: 3 clusters Score -6300873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -6300881.000000 Penalty: 1079.450684
	Iteration 19Q: 3 clusters Score -6300881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -6300886.500000 Penalty: 1079.450684
	Iteration 20F: 3 clusters Score -6300886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -6300901.000000 Penalty: 1079.450684
	Iteration 21Q: 3 clusters Score -6300901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -6300900.000000 Penalty: 1079.450684
	Iteration 22Q: 3 clusters Score -6300900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -6300902.500000 Penalty: 1079.450684
	Iteration 23Q: 3 clusters Score -6300902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -6300908.500000 Penalty: 1079.450684
	Iteration 24Q: 3 clusters Score -6300908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -6300914.500000 Penalty: 1079.450684
	Iteration 25Q: 3 clusters Score -6300914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -6300915.000000 Penalty: 1079.450684
	Iteration 26Q: 3 clusters Score -6300915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -6300919.500000 Penalty: 1079.450684
	Iteration 27Q: 3 clusters Score -6300920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -6300926.500000 Penalty: 1079.450684
	Iteration 28Q: 3 clusters Score -6300926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -6300926.000000 Penalty: 1079.450684
	Iteration 29Q: 3 clusters Score -6300926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -6300932.500000 Penalty: 1079.450684
	Iteration 30Q: 3 clusters Score -6300932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -6300940.500000 Penalty: 1079.450684
	Iteration 31Q: 3 clusters Score -6300940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -6300940.500000 Penalty: 1079.450684
	Iteration 32F: 3 clusters Score -6300940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (306539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306539 members 
Entering Unmasked Estep 
Score: -13578163.000000 Penalty: 574.806091
	Iteration 0F: 2 clusters Score -1.357816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 153261 members 
Entering Unmasked Estep 
Score: -13370100.000000 Penalty: 1149.612183
	Iteration 0F: 3 clusters Score -1.33701e+07 nChanged 151269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -13460459.000000 Penalty: 1149.612183
	Iteration 1F: 3 clusters Score -1.346046e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -13461754.000000 Penalty: 1149.612183
	Iteration 2Q: 3 clusters Score -1.346175e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -13463332.000000 Penalty: 1149.612183
	Iteration 3Q: 3 clusters Score -1.346333e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -13465314.000000 Penalty: 1149.612183
	Iteration 4Q: 3 clusters Score -1.346531e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -13468347.000000 Penalty: 1149.612183
	Iteration 5Q: 3 clusters Score -1.346835e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -13472699.000000 Penalty: 1149.612183
	Iteration 6Q: 3 clusters Score -1.34727e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -13478988.000000 Penalty: 1149.612183
	Iteration 7F: 3 clusters Score -1.347899e+07 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -13488745.000000 Penalty: 1149.612183
	Iteration 8F: 3 clusters Score -1.348874e+07 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219746 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -13503013.000000 Penalty: 1149.612183
	Iteration 9F: 3 clusters Score -1.350301e+07 nChanged 21968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241014 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -13522525.000000 Penalty: 1149.612183
	Iteration 10F: 3 clusters Score -1.352252e+07 nChanged 19572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260202 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -13542018.000000 Penalty: 1149.612183
	Iteration 11F: 3 clusters Score -1.354202e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273454 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -13555076.000000 Penalty: 1149.612183
	Iteration 12Q: 3 clusters Score -1.355508e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281833 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -13562109.000000 Penalty: 1149.612183
	Iteration 13Q: 3 clusters Score -1.356211e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287756 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -13566454.000000 Penalty: 1149.612183
	Iteration 14Q: 3 clusters Score -1.356645e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292246 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -13569371.000000 Penalty: 1149.612183
	Iteration 15Q: 3 clusters Score -1.356937e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295777 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -13571606.000000 Penalty: 1149.612183
	Iteration 16Q: 3 clusters Score -1.357161e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298408 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -13573104.000000 Penalty: 1149.612183
	Iteration 17Q: 3 clusters Score -1.35731e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300444 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -13574186.000000 Penalty: 1149.612183
	Iteration 18Q: 3 clusters Score -1.357419e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301986 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -13574974.000000 Penalty: 1149.612183
	Iteration 19Q: 3 clusters Score -1.357497e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303129 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -13575643.000000 Penalty: 1149.612183
	Iteration 20F: 3 clusters Score -1.357564e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304029 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13576192.000000 Penalty: 1149.612183
	Iteration 21Q: 3 clusters Score -1.357619e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304708 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13576479.000000 Penalty: 1149.612183
	Iteration 22Q: 3 clusters Score -1.357648e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305225 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13576820.000000 Penalty: 1149.612183
	Iteration 23Q: 3 clusters Score -1.357682e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305630 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13577077.000000 Penalty: 1149.612183
	Iteration 24Q: 3 clusters Score -1.357708e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305900 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13577254.000000 Penalty: 1149.612183
	Iteration 25Q: 3 clusters Score -1.357725e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306091 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13577375.000000 Penalty: 1149.612183
	Iteration 26Q: 3 clusters Score -1.357738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306211 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13577478.000000 Penalty: 1149.612183
	Iteration 27Q: 3 clusters Score -1.357748e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306294 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13577530.000000 Penalty: 1149.612183
	Iteration 28Q: 3 clusters Score -1.357753e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306339 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13577552.000000 Penalty: 1149.612183
	Iteration 29Q: 3 clusters Score -1.357755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306372 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13577589.000000 Penalty: 1149.612183
	Iteration 30Q: 3 clusters Score -1.357759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306393 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13577609.000000 Penalty: 1149.612183
	Iteration 31Q: 3 clusters Score -1.357761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306408 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13577627.000000 Penalty: 1149.612183
	Iteration 32Q: 3 clusters Score -1.357763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306418 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13577634.000000 Penalty: 1149.612183
	Iteration 33Q: 3 clusters Score -1.357763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306422 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13577637.000000 Penalty: 1149.612183
	Iteration 34Q: 3 clusters Score -1.357764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306426 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13577643.000000 Penalty: 1149.612183
	Iteration 35Q: 3 clusters Score -1.357764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306429 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13577646.000000 Penalty: 1149.612183
	Iteration 36Q: 3 clusters Score -1.357765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306427 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13577644.000000 Penalty: 1149.612183
	Iteration 37Q: 3 clusters Score -1.357764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306427 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13577644.000000 Penalty: 1149.612183
	Iteration 38F: 3 clusters Score -1.357764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (126121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Entering Unmasked Estep 
Score: -5559022.000000 Penalty: 534.397339
	Iteration 0F: 2 clusters Score -5559022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -5473396.000000 Penalty: 1068.794678
	Iteration 0F: 3 clusters Score -5473396 nChanged 61758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -5510949.000000 Penalty: 1068.794678
	Iteration 1F: 3 clusters Score -5510949 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -5511892.000000 Penalty: 1068.794678
	Iteration 2Q: 3 clusters Score -5511892 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -5513179.000000 Penalty: 1068.794678
	Iteration 3Q: 3 clusters Score -5513179 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -5515054.000000 Penalty: 1068.794678
	Iteration 4Q: 3 clusters Score -5515054 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -5517917.500000 Penalty: 1068.794678
	Iteration 5Q: 3 clusters Score -5517918 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -5522244.500000 Penalty: 1068.794678
	Iteration 6F: 3 clusters Score -5522244 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -5528376.500000 Penalty: 1068.794678
	Iteration 7F: 3 clusters Score -5528376 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -5534541.500000 Penalty: 1068.794678
	Iteration 8F: 3 clusters Score -5534542 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -5538505.000000 Penalty: 1068.794678
	Iteration 9Q: 3 clusters Score -5538505 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -5540214.500000 Penalty: 1068.794678
	Iteration 10Q: 3 clusters Score -5540214 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5541323.000000 Penalty: 1068.794678
	Iteration 11Q: 3 clusters Score -5541323 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -5542379.500000 Penalty: 1068.794678
	Iteration 12Q: 3 clusters Score -5542380 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -5543556.500000 Penalty: 1068.794678
	Iteration 13Q: 3 clusters Score -5543556 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -5544811.500000 Penalty: 1068.794678
	Iteration 14Q: 3 clusters Score -5544812 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -5546149.500000 Penalty: 1068.794678
	Iteration 15Q: 3 clusters Score -5546150 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -5547615.000000 Penalty: 1068.794678
	Iteration 16Q: 3 clusters Score -5547615 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -5549238.500000 Penalty: 1068.794678
	Iteration 17Q: 3 clusters Score -5549238 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 113147 members 
Entering Unmasked Estep 
Score: -5550842.000000 Penalty: 1068.794678
	Iteration 18Q: 3 clusters Score -5550842 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -5552377.000000 Penalty: 1068.794678
	Iteration 19Q: 3 clusters Score -5552377 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -5553789.000000 Penalty: 1068.794678
	Iteration 20F: 3 clusters Score -5553789 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -5554989.000000 Penalty: 1068.794678
	Iteration 21Q: 3 clusters Score -5554989 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -5555842.000000 Penalty: 1068.794678
	Iteration 22Q: 3 clusters Score -5555842 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -5556495.000000 Penalty: 1068.794678
	Iteration 23Q: 3 clusters Score -5556495 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -5556993.000000 Penalty: 1068.794678
	Iteration 24Q: 3 clusters Score -5556993 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -5557401.000000 Penalty: 1068.794678
	Iteration 25Q: 3 clusters Score -5557401 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 124040 members 
Entering Unmasked Estep 
Score: -5557670.000000 Penalty: 1068.794678
	Iteration 26Q: 3 clusters Score -5557670 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -5557858.500000 Penalty: 1068.794678
	Iteration 27Q: 3 clusters Score -5557858 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -5558042.000000 Penalty: 1068.794678
	Iteration 28Q: 3 clusters Score -5558042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -5558152.500000 Penalty: 1068.794678
	Iteration 29Q: 3 clusters Score -5558152 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -5558241.500000 Penalty: 1068.794678
	Iteration 30Q: 3 clusters Score -5558242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -5558315.000000 Penalty: 1068.794678
	Iteration 31Q: 3 clusters Score -5558315 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -5558362.000000 Penalty: 1068.794678
	Iteration 32Q: 3 clusters Score -5558362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -5558415.500000 Penalty: 1068.794678
	Iteration 33Q: 3 clusters Score -5558416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -5558447.000000 Penalty: 1068.794678
	Iteration 34Q: 3 clusters Score -5558447 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -5558464.500000 Penalty: 1068.794678
	Iteration 35Q: 3 clusters Score -5558464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -5558499.000000 Penalty: 1068.794678
	Iteration 36Q: 3 clusters Score -5558499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -5558508.500000 Penalty: 1068.794678
	Iteration 37Q: 3 clusters Score -5558508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -5558517.500000 Penalty: 1068.794678
	Iteration 38Q: 3 clusters Score -5558518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -5558522.000000 Penalty: 1068.794678
	Iteration 39Q: 3 clusters Score -5558522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -5558529.000000 Penalty: 1068.794678
	Iteration 40F: 3 clusters Score -5558529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -5558531.500000 Penalty: 1068.794678
	Iteration 41Q: 3 clusters Score -5558532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -5558538.500000 Penalty: 1068.794678
	Iteration 42Q: 3 clusters Score -5558538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -5558536.500000 Penalty: 1068.794678
	Iteration 43Q: 3 clusters Score -5558536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125905 members 
Entering Unmasked Estep 
Score: -5558537.500000 Penalty: 1068.794678
	Iteration 44Q: 3 clusters Score -5558538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -5558547.500000 Penalty: 1068.794678
	Iteration 45Q: 3 clusters Score -5558548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -5558542.000000 Penalty: 1068.794678
	Iteration 46Q: 3 clusters Score -5558542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -5558542.000000 Penalty: 1068.794678
	Iteration 47Q: 3 clusters Score -5558542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -5558547.500000 Penalty: 1068.794678
	Iteration 48Q: 3 clusters Score -5558548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -5558546.000000 Penalty: 1068.794678
	Iteration 49Q: 3 clusters Score -5558546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -5558543.000000 Penalty: 1068.794678
	Iteration 50Q: 3 clusters Score -5558543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -5558543.000000 Penalty: 1068.794678
	Iteration 51F: 3 clusters Score -5558543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5937.247070 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5937.247 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 102 members 
Entering Unmasked Estep 
Score: -5738.155762 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5738.156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5877.858887 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5877.859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5906.629395 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5906.629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5921.853027 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -5921.853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5932.990723 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -5932.991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5937.983887 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -5937.984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5941.821777 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -5941.822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5941.821777 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -5941.822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38828 members 
Mstep: Class 3 contains 141789 members 
Mstep: Class 4 contains 306539 members 
Mstep: Class 5 contains 126121 members 
Mstep: Class 6 contains 36 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 6741 members 
Mstep: Class 10 contains 290545 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 62207 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1097 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40397 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 20795 members 
Mstep: Class 25 contains 25138 members 
Mstep: Class 26 contains 161 members 
Entering Unmasked Estep 
Score: -46949204.000000 Penalty: 16473.486328
Splitting cluster 6 changes total score from -46949456.000000 to -46949204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -279431.812500 Penalty: 398.593475
	Iteration 0F: 2 clusters Score -279431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -275166.281250 Penalty: 797.186951
	Iteration 0F: 3 clusters Score -275166.3 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -276772.375000 Penalty: 797.186951
	Iteration 1F: 3 clusters Score -276772.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -276969.812500 Penalty: 797.186951
	Iteration 2F: 3 clusters Score -276969.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -277229.718750 Penalty: 797.186951
	Iteration 3F: 3 clusters Score -277229.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -277526.562500 Penalty: 797.186951
	Iteration 4F: 3 clusters Score -277526.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -277865.968750 Penalty: 797.186951
	Iteration 5F: 3 clusters Score -277866 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -278191.812500 Penalty: 797.186951
	Iteration 6F: 3 clusters Score -278191.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -278442.062500 Penalty: 797.186951
	Iteration 7Q: 3 clusters Score -278442.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -278619.937500 Penalty: 797.186951
	Iteration 8Q: 3 clusters Score -278619.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -278759.281250 Penalty: 797.186951
	Iteration 9Q: 3 clusters Score -278759.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -278831.000000 Penalty: 797.186951
	Iteration 10Q: 3 clusters Score -278831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -278885.250000 Penalty: 797.186951
	Iteration 11Q: 3 clusters Score -278885.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -278921.718750 Penalty: 797.186951
	Iteration 12Q: 3 clusters Score -278921.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -278953.031250 Penalty: 797.186951
	Iteration 13Q: 3 clusters Score -278953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -278983.187500 Penalty: 797.186951
	Iteration 14Q: 3 clusters Score -278983.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -279004.625000 Penalty: 797.186951
	Iteration 15Q: 3 clusters Score -279004.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -279022.406250 Penalty: 797.186951
	Iteration 16Q: 3 clusters Score -279022.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -279033.218750 Penalty: 797.186951
	Iteration 17Q: 3 clusters Score -279033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -279043.531250 Penalty: 797.186951
	Iteration 18Q: 3 clusters Score -279043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -279053.437500 Penalty: 797.186951
	Iteration 19Q: 3 clusters Score -279053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -279061.250000 Penalty: 797.186951
	Iteration 20F: 3 clusters Score -279061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -279064.687500 Penalty: 797.186951
	Iteration 21Q: 3 clusters Score -279064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -279067.312500 Penalty: 797.186951
	Iteration 22Q: 3 clusters Score -279067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -279071.687500 Penalty: 797.186951
	Iteration 23Q: 3 clusters Score -279071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -279073.843750 Penalty: 797.186951
	Iteration 24Q: 3 clusters Score -279073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -279075.406250 Penalty: 797.186951
	Iteration 25Q: 3 clusters Score -279075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -279077.875000 Penalty: 797.186951
	Iteration 26Q: 3 clusters Score -279077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -279080.750000 Penalty: 797.186951
	Iteration 27Q: 3 clusters Score -279080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -279083.531250 Penalty: 797.186951
	Iteration 28Q: 3 clusters Score -279083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -279085.562500 Penalty: 797.186951
	Iteration 29Q: 3 clusters Score -279085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -279086.812500 Penalty: 797.186951
	Iteration 30Q: 3 clusters Score -279086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -279087.093750 Penalty: 797.186951
	Iteration 31Q: 3 clusters Score -279087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -279087.375000 Penalty: 797.186951
	Iteration 32Q: 3 clusters Score -279087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -279088.093750 Penalty: 797.186951
	Iteration 33Q: 3 clusters Score -279088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -279088.218750 Penalty: 797.186951
	Iteration 34Q: 3 clusters Score -279088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -279088.937500 Penalty: 797.186951
	Iteration 35Q: 3 clusters Score -279088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -279089.218750 Penalty: 797.186951
	Iteration 36Q: 3 clusters Score -279089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -279092.187500 Penalty: 797.186951
	Iteration 37Q: 3 clusters Score -279092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -279096.750000 Penalty: 797.186951
	Iteration 38Q: 3 clusters Score -279096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -279100.406250 Penalty: 797.186951
	Iteration 39Q: 3 clusters Score -279100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -279102.937500 Penalty: 797.186951
	Iteration 40F: 3 clusters Score -279102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -279103.312500 Penalty: 797.186951
	Iteration 41Q: 3 clusters Score -279103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -279104.343750 Penalty: 797.186951
	Iteration 42Q: 3 clusters Score -279104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -279104.343750 Penalty: 797.186951
	Iteration 43F: 3 clusters Score -279104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -302797.531250 Penalty: 402.213440
	Iteration 0F: 2 clusters Score -302797.5 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 3406 members 
Entering Unmasked Estep 
Score: -298058.000000 Penalty: 804.426880
	Iteration 0F: 3 clusters Score -298058 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -299912.125000 Penalty: 804.426880
	Iteration 1F: 3 clusters Score -299912.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -300211.718750 Penalty: 804.426880
	Iteration 2F: 3 clusters Score -300211.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -300632.406250 Penalty: 804.426880
	Iteration 3F: 3 clusters Score -300632.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301152.312500 Penalty: 804.426880
	Iteration 4F: 3 clusters Score -301152.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301648.531250 Penalty: 804.426880
	Iteration 5F: 3 clusters Score -301648.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -301992.906250 Penalty: 804.426880
	Iteration 6F: 3 clusters Score -301992.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -302203.593750 Penalty: 804.426880
	Iteration 7Q: 3 clusters Score -302203.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -302296.281250 Penalty: 804.426880
	Iteration 8Q: 3 clusters Score -302296.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -302346.312500 Penalty: 804.426880
	Iteration 9Q: 3 clusters Score -302346.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -302385.687500 Penalty: 804.426880
	Iteration 10Q: 3 clusters Score -302385.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -302400.312500 Penalty: 804.426880
	Iteration 11Q: 3 clusters Score -302400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -302410.250000 Penalty: 804.426880
	Iteration 12Q: 3 clusters Score -302410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -302419.375000 Penalty: 804.426880
	Iteration 13Q: 3 clusters Score -302419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -302424.562500 Penalty: 804.426880
	Iteration 14Q: 3 clusters Score -302424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -302428.406250 Penalty: 804.426880
	Iteration 15Q: 3 clusters Score -302428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -302430.531250 Penalty: 804.426880
	Iteration 16Q: 3 clusters Score -302430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -302438.031250 Penalty: 804.426880
	Iteration 17Q: 3 clusters Score -302438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -302444.656250 Penalty: 804.426880
	Iteration 18Q: 3 clusters Score -302444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -302449.781250 Penalty: 804.426880
	Iteration 19Q: 3 clusters Score -302449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -302452.718750 Penalty: 804.426880
	Iteration 20F: 3 clusters Score -302452.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -302458.343750 Penalty: 804.426880
	Iteration 21Q: 3 clusters Score -302458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -302460.625000 Penalty: 804.426880
	Iteration 22Q: 3 clusters Score -302460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -302461.906250 Penalty: 804.426880
	Iteration 23Q: 3 clusters Score -302461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -302468.593750 Penalty: 804.426880
	Iteration 24Q: 3 clusters Score -302468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -302477.343750 Penalty: 804.426880
	Iteration 25Q: 3 clusters Score -302477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -302477.343750 Penalty: 804.426880
	Iteration 26F: 3 clusters Score -302477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Entering Unmasked Estep 
Score: -293098.187500 Penalty: 401.126343
	Iteration 0F: 2 clusters Score -293098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -288562.906250 Penalty: 802.252686
	Iteration 0F: 3 clusters Score -288562.9 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -290442.906250 Penalty: 802.252686
	Iteration 1F: 3 clusters Score -290442.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -290795.250000 Penalty: 802.252686
	Iteration 2F: 3 clusters Score -290795.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -291204.875000 Penalty: 802.252686
	Iteration 3F: 3 clusters Score -291204.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -291626.937500 Penalty: 802.252686
	Iteration 4F: 3 clusters Score -291626.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -291963.625000 Penalty: 802.252686
	Iteration 5F: 3 clusters Score -291963.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -292143.625000 Penalty: 802.252686
	Iteration 6Q: 3 clusters Score -292143.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -292222.281250 Penalty: 802.252686
	Iteration 7Q: 3 clusters Score -292222.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -292267.875000 Penalty: 802.252686
	Iteration 8Q: 3 clusters Score -292267.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -292290.812500 Penalty: 802.252686
	Iteration 9Q: 3 clusters Score -292290.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -292305.687500 Penalty: 802.252686
	Iteration 10Q: 3 clusters Score -292305.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -292320.000000 Penalty: 802.252686
	Iteration 11Q: 3 clusters Score -292320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -292330.000000 Penalty: 802.252686
	Iteration 12Q: 3 clusters Score -292330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -292336.125000 Penalty: 802.252686
	Iteration 13Q: 3 clusters Score -292336.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -292342.718750 Penalty: 802.252686
	Iteration 14Q: 3 clusters Score -292342.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -292348.875000 Penalty: 802.252686
	Iteration 15Q: 3 clusters Score -292348.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -292355.156250 Penalty: 802.252686
	Iteration 16Q: 3 clusters Score -292355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -292362.625000 Penalty: 802.252686
	Iteration 17Q: 3 clusters Score -292362.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -292373.437500 Penalty: 802.252686
	Iteration 18Q: 3 clusters Score -292373.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -292386.125000 Penalty: 802.252686
	Iteration 19Q: 3 clusters Score -292386.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292397.312500 Penalty: 802.252686
	Iteration 20F: 3 clusters Score -292397.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -292406.625000 Penalty: 802.252686
	Iteration 21Q: 3 clusters Score -292406.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292413.250000 Penalty: 802.252686
	Iteration 22Q: 3 clusters Score -292413.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -292419.437500 Penalty: 802.252686
	Iteration 23Q: 3 clusters Score -292419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -292424.718750 Penalty: 802.252686
	Iteration 24Q: 3 clusters Score -292424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -292430.531250 Penalty: 802.252686
	Iteration 25Q: 3 clusters Score -292430.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -292433.781250 Penalty: 802.252686
	Iteration 26Q: 3 clusters Score -292433.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292435.562500 Penalty: 802.252686
	Iteration 27Q: 3 clusters Score -292435.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -292438.312500 Penalty: 802.252686
	Iteration 28Q: 3 clusters Score -292438.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -292441.406250 Penalty: 802.252686
	Iteration 29Q: 3 clusters Score -292441.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -292444.593750 Penalty: 802.252686
	Iteration 30Q: 3 clusters Score -292444.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -292446.718750 Penalty: 802.252686
	Iteration 31Q: 3 clusters Score -292446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -292448.625000 Penalty: 802.252686
	Iteration 32Q: 3 clusters Score -292448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -292451.031250 Penalty: 802.252686
	Iteration 33Q: 3 clusters Score -292451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -292452.000000 Penalty: 802.252686
	Iteration 34Q: 3 clusters Score -292452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -292454.156250 Penalty: 802.252686
	Iteration 35Q: 3 clusters Score -292454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -292456.656250 Penalty: 802.252686
	Iteration 36Q: 3 clusters Score -292456.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -292460.218750 Penalty: 802.252686
	Iteration 37Q: 3 clusters Score -292460.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292463.968750 Penalty: 802.252686
	Iteration 38Q: 3 clusters Score -292464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -292469.343750 Penalty: 802.252686
	Iteration 39Q: 3 clusters Score -292469.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -292476.718750 Penalty: 802.252686
	Iteration 40F: 3 clusters Score -292476.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292486.156250 Penalty: 802.252686
	Iteration 41Q: 3 clusters Score -292486.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -292498.875000 Penalty: 802.252686
	Iteration 42Q: 3 clusters Score -292498.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -292511.062500 Penalty: 802.252686
	Iteration 43Q: 3 clusters Score -292511.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -292522.406250 Penalty: 802.252686
	Iteration 44Q: 3 clusters Score -292522.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292534.031250 Penalty: 802.252686
	Iteration 45Q: 3 clusters Score -292534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -292546.156250 Penalty: 802.252686
	Iteration 46Q: 3 clusters Score -292546.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -292556.125000 Penalty: 802.252686
	Iteration 47Q: 3 clusters Score -292556.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -292567.906250 Penalty: 802.252686
	Iteration 48Q: 3 clusters Score -292567.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -292583.625000 Penalty: 802.252686
	Iteration 49Q: 3 clusters Score -292583.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -292597.343750 Penalty: 802.252686
	Iteration 50Q: 3 clusters Score -292597.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -292611.156250 Penalty: 802.252686
	Iteration 51Q: 3 clusters Score -292611.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -292620.687500 Penalty: 802.252686
	Iteration 52Q: 3 clusters Score -292620.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -292627.218750 Penalty: 802.252686
	Iteration 53Q: 3 clusters Score -292627.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -292633.687500 Penalty: 802.252686
	Iteration 54Q: 3 clusters Score -292633.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -292639.281250 Penalty: 802.252686
	Iteration 55Q: 3 clusters Score -292639.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -292646.406250 Penalty: 802.252686
	Iteration 56Q: 3 clusters Score -292646.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -292652.187500 Penalty: 802.252686
	Iteration 57Q: 3 clusters Score -292652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -292658.343750 Penalty: 802.252686
	Iteration 58Q: 3 clusters Score -292658.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -292667.593750 Penalty: 802.252686
	Iteration 59Q: 3 clusters Score -292667.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -292675.718750 Penalty: 802.252686
	Iteration 60F: 3 clusters Score -292675.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -292682.937500 Penalty: 802.252686
	Iteration 61Q: 3 clusters Score -292682.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -292689.656250 Penalty: 802.252686
	Iteration 62Q: 3 clusters Score -292689.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -292694.968750 Penalty: 802.252686
	Iteration 63Q: 3 clusters Score -292695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -292698.812500 Penalty: 802.252686
	Iteration 64Q: 3 clusters Score -292698.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -292703.437500 Penalty: 802.252686
	Iteration 65Q: 3 clusters Score -292703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -292704.687500 Penalty: 802.252686
	Iteration 66Q: 3 clusters Score -292704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -292706.593750 Penalty: 802.252686
	Iteration 67Q: 3 clusters Score -292706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -292707.593750 Penalty: 802.252686
	Iteration 68Q: 3 clusters Score -292707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -292709.312500 Penalty: 802.252686
	Iteration 69Q: 3 clusters Score -292709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -292709.750000 Penalty: 802.252686
	Iteration 70Q: 3 clusters Score -292709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -292710.906250 Penalty: 802.252686
	Iteration 71Q: 3 clusters Score -292710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -292714.593750 Penalty: 802.252686
	Iteration 72Q: 3 clusters Score -292714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -292717.375000 Penalty: 802.252686
	Iteration 73Q: 3 clusters Score -292717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -292718.625000 Penalty: 802.252686
	Iteration 74Q: 3 clusters Score -292718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -292719.593750 Penalty: 802.252686
	Iteration 75Q: 3 clusters Score -292719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -292721.125000 Penalty: 802.252686
	Iteration 76Q: 3 clusters Score -292721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -292723.281250 Penalty: 802.252686
	Iteration 77Q: 3 clusters Score -292723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -292724.906250 Penalty: 802.252686
	Iteration 78Q: 3 clusters Score -292724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -292725.312500 Penalty: 802.252686
	Iteration 79Q: 3 clusters Score -292725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -292726.500000 Penalty: 802.252686
	Iteration 80F: 3 clusters Score -292726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -292729.312500 Penalty: 802.252686
	Iteration 81Q: 3 clusters Score -292729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -292730.312500 Penalty: 802.252686
	Iteration 82Q: 3 clusters Score -292730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -292731.812500 Penalty: 802.252686
	Iteration 83Q: 3 clusters Score -292731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -292733.531250 Penalty: 802.252686
	Iteration 84Q: 3 clusters Score -292733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -292735.218750 Penalty: 802.252686
	Iteration 85Q: 3 clusters Score -292735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -292736.500000 Penalty: 802.252686
	Iteration 86Q: 3 clusters Score -292736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -292738.375000 Penalty: 802.252686
	Iteration 87Q: 3 clusters Score -292738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -292740.312500 Penalty: 802.252686
	Iteration 88Q: 3 clusters Score -292740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -292741.343750 Penalty: 802.252686
	Iteration 89Q: 3 clusters Score -292741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -292741.875000 Penalty: 802.252686
	Iteration 90Q: 3 clusters Score -292741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -292742.156250 Penalty: 802.252686
	Iteration 91Q: 3 clusters Score -292742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -292743.125000 Penalty: 802.252686
	Iteration 92Q: 3 clusters Score -292743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -292743.531250 Penalty: 802.252686
	Iteration 93Q: 3 clusters Score -292743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -292743.718750 Penalty: 802.252686
	Iteration 94Q: 3 clusters Score -292743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -292744.093750 Penalty: 802.252686
	Iteration 95Q: 3 clusters Score -292744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -292744.625000 Penalty: 802.252686
	Iteration 96Q: 3 clusters Score -292744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -292744.625000 Penalty: 802.252686
	Iteration 97F: 3 clusters Score -292744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (290545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290545 members 
Entering Unmasked Estep 
Score: -12958811.000000 Penalty: 572.367859
	Iteration 0F: 2 clusters Score -1.295881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Mstep: Class 2 contains 145264 members 
Entering Unmasked Estep 
Score: -12762740.000000 Penalty: 1144.735718
	Iteration 0F: 3 clusters Score -1.276274e+07 nChanged 143012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -12846618.000000 Penalty: 1144.735718
	Iteration 1F: 3 clusters Score -1.284662e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 138653 members 
Entering Unmasked Estep 
Score: -12848879.000000 Penalty: 1144.735718
	Iteration 2Q: 3 clusters Score -1.284888e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 132792 members 
Entering Unmasked Estep 
Score: -12852971.000000 Penalty: 1144.735718
	Iteration 3Q: 3 clusters Score -1.285297e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166115 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -12859665.000000 Penalty: 1144.735718
	Iteration 4Q: 3 clusters Score -1.285966e+07 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -12871027.000000 Penalty: 1144.735718
	Iteration 5F: 3 clusters Score -1.287103e+07 nChanged 19777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187828 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -12887998.000000 Penalty: 1144.735718
	Iteration 6F: 3 clusters Score -1.2888e+07 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196782 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -12904919.000000 Penalty: 1144.735718
	Iteration 7F: 3 clusters Score -1.290492e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202552 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -12912737.000000 Penalty: 1144.735718
	Iteration 8F: 3 clusters Score -1.291274e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207329 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -12915193.000000 Penalty: 1144.735718
	Iteration 9Q: 3 clusters Score -1.291519e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212043 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -12916814.000000 Penalty: 1144.735718
	Iteration 10Q: 3 clusters Score -1.291681e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216934 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -12918459.000000 Penalty: 1144.735718
	Iteration 11Q: 3 clusters Score -1.291846e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221910 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -12920462.000000 Penalty: 1144.735718
	Iteration 12Q: 3 clusters Score -1.292046e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227106 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -12922537.000000 Penalty: 1144.735718
	Iteration 13Q: 3 clusters Score -1.292254e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232578 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -12924917.000000 Penalty: 1144.735718
	Iteration 14Q: 3 clusters Score -1.292492e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238098 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -12927393.000000 Penalty: 1144.735718
	Iteration 15Q: 3 clusters Score -1.292739e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243552 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -12929991.000000 Penalty: 1144.735718
	Iteration 16Q: 3 clusters Score -1.292999e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248970 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -12932946.000000 Penalty: 1144.735718
	Iteration 17Q: 3 clusters Score -1.293295e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254339 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -12936108.000000 Penalty: 1144.735718
	Iteration 18Q: 3 clusters Score -1.293611e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259597 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -12939156.000000 Penalty: 1144.735718
	Iteration 19Q: 3 clusters Score -1.293916e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264491 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -12942167.000000 Penalty: 1144.735718
	Iteration 20F: 3 clusters Score -1.294217e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268914 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -12944978.000000 Penalty: 1144.735718
	Iteration 21Q: 3 clusters Score -1.294498e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272777 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -12947511.000000 Penalty: 1144.735718
	Iteration 22Q: 3 clusters Score -1.294751e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276086 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -12949707.000000 Penalty: 1144.735718
	Iteration 23Q: 3 clusters Score -1.294971e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278869 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -12951496.000000 Penalty: 1144.735718
	Iteration 24Q: 3 clusters Score -1.29515e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281288 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -12953157.000000 Penalty: 1144.735718
	Iteration 25Q: 3 clusters Score -1.295316e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283247 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -12954353.000000 Penalty: 1144.735718
	Iteration 26Q: 3 clusters Score -1.295435e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284765 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -12955180.000000 Penalty: 1144.735718
	Iteration 27Q: 3 clusters Score -1.295518e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285936 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -12955802.000000 Penalty: 1144.735718
	Iteration 28Q: 3 clusters Score -1.29558e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286853 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -12956358.000000 Penalty: 1144.735718
	Iteration 29Q: 3 clusters Score -1.295636e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287611 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12956816.000000 Penalty: 1144.735718
	Iteration 30Q: 3 clusters Score -1.295682e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288204 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -12957193.000000 Penalty: 1144.735718
	Iteration 31Q: 3 clusters Score -1.295719e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288701 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12957451.000000 Penalty: 1144.735718
	Iteration 32Q: 3 clusters Score -1.295745e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289070 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12957640.000000 Penalty: 1144.735718
	Iteration 33Q: 3 clusters Score -1.295764e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289360 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12957810.000000 Penalty: 1144.735718
	Iteration 34Q: 3 clusters Score -1.295781e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289576 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12957883.000000 Penalty: 1144.735718
	Iteration 35Q: 3 clusters Score -1.295788e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289745 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12958000.000000 Penalty: 1144.735718
	Iteration 36Q: 3 clusters Score -1.2958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289897 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12958086.000000 Penalty: 1144.735718
	Iteration 37Q: 3 clusters Score -1.295809e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290021 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12958143.000000 Penalty: 1144.735718
	Iteration 38Q: 3 clusters Score -1.295814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290095 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12958182.000000 Penalty: 1144.735718
	Iteration 39Q: 3 clusters Score -1.295818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290152 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12958199.000000 Penalty: 1144.735718
	Iteration 40F: 3 clusters Score -1.29582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290199 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12958226.000000 Penalty: 1144.735718
	Iteration 41Q: 3 clusters Score -1.295823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290242 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12958246.000000 Penalty: 1144.735718
	Iteration 42Q: 3 clusters Score -1.295825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12958262.000000 Penalty: 1144.735718
	Iteration 43Q: 3 clusters Score -1.295826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12958272.000000 Penalty: 1144.735718
	Iteration 44Q: 3 clusters Score -1.295827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12958275.000000 Penalty: 1144.735718
	Iteration 45Q: 3 clusters Score -1.295828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12958286.000000 Penalty: 1144.735718
	Iteration 46Q: 3 clusters Score -1.295829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12958283.000000 Penalty: 1144.735718
	Iteration 47Q: 3 clusters Score -1.295828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12958288.000000 Penalty: 1144.735718
	Iteration 48Q: 3 clusters Score -1.295829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290318 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12958294.000000 Penalty: 1144.735718
	Iteration 49Q: 3 clusters Score -1.295829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290323 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12958288.000000 Penalty: 1144.735718
	Iteration 50Q: 3 clusters Score -1.295829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12958289.000000 Penalty: 1144.735718
	Iteration 51Q: 3 clusters Score -1.295829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12958290.000000 Penalty: 1144.735718
	Iteration 52Q: 3 clusters Score -1.295829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12958294.000000 Penalty: 1144.735718
	Iteration 53Q: 3 clusters Score -1.295829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290327 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12958296.000000 Penalty: 1144.735718
	Iteration 54Q: 3 clusters Score -1.29583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290327 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12958296.000000 Penalty: 1144.735718
	Iteration 55F: 3 clusters Score -1.29583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -41929.964844 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -41929.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41080.214844 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -41080.21 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41333.242188 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -41333.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41363.027344 Penalty: 640.529297
	Iteration 2Q: 3 clusters Score -41363.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41388.406250 Penalty: 640.529297
	Iteration 3Q: 3 clusters Score -41388.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41418.640625 Penalty: 640.529297
	Iteration 4Q: 3 clusters Score -41418.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -41446.625000 Penalty: 640.529297
	Iteration 5Q: 3 clusters Score -41446.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41468.300781 Penalty: 640.529297
	Iteration 6Q: 3 clusters Score -41468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41489.140625 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -41489.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41513.097656 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -41513.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41537.359375 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -41537.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41551.519531 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -41551.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41563.628906 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -41563.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41579.937500 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -41579.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41597.785156 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -41597.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41612.937500 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -41612.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41620.019531 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -41620.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41625.417969 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -41625.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41627.589844 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -41627.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41628.832031 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -41628.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41631.921875 Penalty: 640.529297
	Iteration 19F: 3 clusters Score -41631.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41639.972656 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -41639.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41645.218750 Penalty: 640.529297
	Iteration 21Q: 3 clusters Score -41645.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41653.867188 Penalty: 640.529297
	Iteration 22Q: 3 clusters Score -41653.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41660.109375 Penalty: 640.529297
	Iteration 23Q: 3 clusters Score -41660.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41662.890625 Penalty: 640.529297
	Iteration 24Q: 3 clusters Score -41662.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41665.273438 Penalty: 640.529297
	Iteration 25Q: 3 clusters Score -41665.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41671.093750 Penalty: 640.529297
	Iteration 26Q: 3 clusters Score -41671.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41683.675781 Penalty: 640.529297
	Iteration 27Q: 3 clusters Score -41683.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41690.488281 Penalty: 640.529297
	Iteration 28Q: 3 clusters Score -41690.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41693.644531 Penalty: 640.529297
	Iteration 29Q: 3 clusters Score -41693.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41695.980469 Penalty: 640.529297
	Iteration 30Q: 3 clusters Score -41695.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41698.761719 Penalty: 640.529297
	Iteration 31Q: 3 clusters Score -41698.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41700.480469 Penalty: 640.529297
	Iteration 32Q: 3 clusters Score -41700.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41700.781250 Penalty: 640.529297
	Iteration 33Q: 3 clusters Score -41700.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41701.472656 Penalty: 640.529297
	Iteration 34Q: 3 clusters Score -41701.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41701.621094 Penalty: 640.529297
	Iteration 35Q: 3 clusters Score -41701.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41701.621094 Penalty: 640.529297
	Iteration 36F: 3 clusters Score -41701.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Entering Unmasked Estep 
Score: -2739165.000000 Penalty: 502.239166
	Iteration 0F: 2 clusters Score -2739165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -2697350.500000 Penalty: 1004.478333
	Iteration 0F: 3 clusters Score -2697350 nChanged 30224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2715806.500000 Penalty: 1004.478333
	Iteration 1F: 3 clusters Score -2715806 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2717009.750000 Penalty: 1004.478333
	Iteration 2Q: 3 clusters Score -2717010 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2719154.000000 Penalty: 1004.478333
	Iteration 3F: 3 clusters Score -2719154 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2722872.500000 Penalty: 1004.478333
	Iteration 4F: 3 clusters Score -2722872 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2727527.750000 Penalty: 1004.478333
	Iteration 5F: 3 clusters Score -2727528 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2731259.250000 Penalty: 1004.478333
	Iteration 6F: 3 clusters Score -2731259 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2733528.750000 Penalty: 1004.478333
	Iteration 7Q: 3 clusters Score -2733529 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2734886.750000 Penalty: 1004.478333
	Iteration 8Q: 3 clusters Score -2734887 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2735719.500000 Penalty: 1004.478333
	Iteration 9Q: 3 clusters Score -2735720 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2736270.250000 Penalty: 1004.478333
	Iteration 10Q: 3 clusters Score -2736270 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2736683.000000 Penalty: 1004.478333
	Iteration 11Q: 3 clusters Score -2736683 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2736963.750000 Penalty: 1004.478333
	Iteration 12Q: 3 clusters Score -2736964 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2737174.250000 Penalty: 1004.478333
	Iteration 13Q: 3 clusters Score -2737174 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2737346.750000 Penalty: 1004.478333
	Iteration 14Q: 3 clusters Score -2737347 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2737501.500000 Penalty: 1004.478333
	Iteration 15Q: 3 clusters Score -2737502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2737641.000000 Penalty: 1004.478333
	Iteration 16Q: 3 clusters Score -2737641 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2737779.000000 Penalty: 1004.478333
	Iteration 17Q: 3 clusters Score -2737779 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2737859.500000 Penalty: 1004.478333
	Iteration 18Q: 3 clusters Score -2737860 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2737946.000000 Penalty: 1004.478333
	Iteration 19Q: 3 clusters Score -2737946 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2738034.000000 Penalty: 1004.478333
	Iteration 20F: 3 clusters Score -2738034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2738128.250000 Penalty: 1004.478333
	Iteration 21Q: 3 clusters Score -2738128 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2738212.500000 Penalty: 1004.478333
	Iteration 22Q: 3 clusters Score -2738212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2738286.750000 Penalty: 1004.478333
	Iteration 23Q: 3 clusters Score -2738287 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2738351.500000 Penalty: 1004.478333
	Iteration 24Q: 3 clusters Score -2738352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2738396.500000 Penalty: 1004.478333
	Iteration 25Q: 3 clusters Score -2738396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2738443.750000 Penalty: 1004.478333
	Iteration 26Q: 3 clusters Score -2738444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2738473.250000 Penalty: 1004.478333
	Iteration 27Q: 3 clusters Score -2738473 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2738516.250000 Penalty: 1004.478333
	Iteration 28Q: 3 clusters Score -2738516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2738544.000000 Penalty: 1004.478333
	Iteration 29Q: 3 clusters Score -2738544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2738576.000000 Penalty: 1004.478333
	Iteration 30Q: 3 clusters Score -2738576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2738607.750000 Penalty: 1004.478333
	Iteration 31Q: 3 clusters Score -2738608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2738643.750000 Penalty: 1004.478333
	Iteration 32Q: 3 clusters Score -2738644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2738670.250000 Penalty: 1004.478333
	Iteration 33Q: 3 clusters Score -2738670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2738686.250000 Penalty: 1004.478333
	Iteration 34Q: 3 clusters Score -2738686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2738694.250000 Penalty: 1004.478333
	Iteration 35Q: 3 clusters Score -2738694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2738705.250000 Penalty: 1004.478333
	Iteration 36Q: 3 clusters Score -2738705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2738714.250000 Penalty: 1004.478333
	Iteration 37Q: 3 clusters Score -2738714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2738726.250000 Penalty: 1004.478333
	Iteration 38Q: 3 clusters Score -2738726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2738736.000000 Penalty: 1004.478333
	Iteration 39Q: 3 clusters Score -2738736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2738751.750000 Penalty: 1004.478333
	Iteration 40F: 3 clusters Score -2738752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2738766.250000 Penalty: 1004.478333
	Iteration 41Q: 3 clusters Score -2738766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2738774.000000 Penalty: 1004.478333
	Iteration 42Q: 3 clusters Score -2738774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2738777.750000 Penalty: 1004.478333
	Iteration 43Q: 3 clusters Score -2738778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2738779.750000 Penalty: 1004.478333
	Iteration 44Q: 3 clusters Score -2738780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2738782.000000 Penalty: 1004.478333
	Iteration 45Q: 3 clusters Score -2738782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2738786.000000 Penalty: 1004.478333
	Iteration 46Q: 3 clusters Score -2738786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2738787.250000 Penalty: 1004.478333
	Iteration 47Q: 3 clusters Score -2738787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2738791.750000 Penalty: 1004.478333
	Iteration 48Q: 3 clusters Score -2738792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2738790.750000 Penalty: 1004.478333
	Iteration 49Q: 3 clusters Score -2738791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2738793.250000 Penalty: 1004.478333
	Iteration 50Q: 3 clusters Score -2738793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2738791.000000 Penalty: 1004.478333
	Iteration 51Q: 3 clusters Score -2738791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2738791.000000 Penalty: 1004.478333
	Iteration 52F: 3 clusters Score -2738791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -96511.992188 Penalty: 345.268738
	Iteration 0F: 2 clusters Score -96511.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -95046.796875 Penalty: 690.537476
	Iteration 0F: 3 clusters Score -95046.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -95536.343750 Penalty: 690.537476
	Iteration 1F: 3 clusters Score -95536.34 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -95611.125000 Penalty: 690.537476
	Iteration 2F: 3 clusters Score -95611.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -95667.851562 Penalty: 690.537476
	Iteration 3F: 3 clusters Score -95667.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95706.757812 Penalty: 690.537476
	Iteration 4Q: 3 clusters Score -95706.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -95740.367188 Penalty: 690.537476
	Iteration 5Q: 3 clusters Score -95740.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -95772.578125 Penalty: 690.537476
	Iteration 6Q: 3 clusters Score -95772.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -95804.078125 Penalty: 690.537476
	Iteration 7Q: 3 clusters Score -95804.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -95830.062500 Penalty: 690.537476
	Iteration 8Q: 3 clusters Score -95830.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -95854.226562 Penalty: 690.537476
	Iteration 9Q: 3 clusters Score -95854.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -95879.429688 Penalty: 690.537476
	Iteration 10Q: 3 clusters Score -95879.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -95901.320312 Penalty: 690.537476
	Iteration 11Q: 3 clusters Score -95901.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95920.640625 Penalty: 690.537476
	Iteration 12Q: 3 clusters Score -95920.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -95935.171875 Penalty: 690.537476
	Iteration 13Q: 3 clusters Score -95935.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95951.921875 Penalty: 690.537476
	Iteration 14Q: 3 clusters Score -95951.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -95963.406250 Penalty: 690.537476
	Iteration 15Q: 3 clusters Score -95963.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -95971.023438 Penalty: 690.537476
	Iteration 16Q: 3 clusters Score -95971.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95974.492188 Penalty: 690.537476
	Iteration 17Q: 3 clusters Score -95974.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -95975.664062 Penalty: 690.537476
	Iteration 18Q: 3 clusters Score -95975.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95977.289062 Penalty: 690.537476
	Iteration 19Q: 3 clusters Score -95977.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -95981.687500 Penalty: 690.537476
	Iteration 20F: 3 clusters Score -95981.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -95985.593750 Penalty: 690.537476
	Iteration 21Q: 3 clusters Score -95985.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -95988.414062 Penalty: 690.537476
	Iteration 22Q: 3 clusters Score -95988.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -95990.671875 Penalty: 690.537476
	Iteration 23Q: 3 clusters Score -95990.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -95994.421875 Penalty: 690.537476
	Iteration 24Q: 3 clusters Score -95994.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95996.875000 Penalty: 690.537476
	Iteration 25Q: 3 clusters Score -95996.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -95999.320312 Penalty: 690.537476
	Iteration 26Q: 3 clusters Score -95999.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96000.953125 Penalty: 690.537476
	Iteration 27Q: 3 clusters Score -96000.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96002.250000 Penalty: 690.537476
	Iteration 28Q: 3 clusters Score -96002.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96004.476562 Penalty: 690.537476
	Iteration 29Q: 3 clusters Score -96004.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96006.382812 Penalty: 690.537476
	Iteration 30Q: 3 clusters Score -96006.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -96008.468750 Penalty: 690.537476
	Iteration 31Q: 3 clusters Score -96008.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96010.773438 Penalty: 690.537476
	Iteration 32Q: 3 clusters Score -96010.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96012.570312 Penalty: 690.537476
	Iteration 33Q: 3 clusters Score -96012.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -96013.703125 Penalty: 690.537476
	Iteration 34Q: 3 clusters Score -96013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96013.898438 Penalty: 690.537476
	Iteration 35Q: 3 clusters Score -96013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96014.218750 Penalty: 690.537476
	Iteration 36Q: 3 clusters Score -96014.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -96014.484375 Penalty: 690.537476
	Iteration 37Q: 3 clusters Score -96014.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -96014.531250 Penalty: 690.537476
	Iteration 38Q: 3 clusters Score -96014.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -96014.531250 Penalty: 690.537476
	Iteration 39F: 3 clusters Score -96014.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -20492.128906 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -20492.13 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 246 members 
Entering Unmasked Estep 
Score: -20011.966797 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -20011.97 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20115.228516 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -20115.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20149.730469 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -20149.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20173.154297 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -20173.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20184.884766 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -20184.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20189.500000 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -20189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20191.792969 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -20191.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20194.412109 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -20194.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20196.240234 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -20196.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20199.597656 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -20199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20202.681641 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -20202.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20204.003906 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -20204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20205.519531 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -20205.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20208.164062 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -20208.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20212.904297 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -20212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20215.343750 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -20215.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20218.988281 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -20218.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20221.072266 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -20221.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20221.250000 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -20221.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20221.250000 Penalty: 563.876404
	Iteration 19F: 3 clusters Score -20221.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -39216.730469 Penalty: 311.825104
	Iteration 0F: 2 clusters Score -39216.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38434.347656 Penalty: 623.650208
	Iteration 0F: 3 clusters Score -38434.35 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38653.750000 Penalty: 623.650208
	Iteration 1F: 3 clusters Score -38653.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38700.367188 Penalty: 623.650208
	Iteration 2F: 3 clusters Score -38700.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -38737.253906 Penalty: 623.650208
	Iteration 3F: 3 clusters Score -38737.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -38778.523438 Penalty: 623.650208
	Iteration 4Q: 3 clusters Score -38778.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -38819.539062 Penalty: 623.650208
	Iteration 5Q: 3 clusters Score -38819.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -38856.195312 Penalty: 623.650208
	Iteration 6Q: 3 clusters Score -38856.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38885.789062 Penalty: 623.650208
	Iteration 7Q: 3 clusters Score -38885.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38911.609375 Penalty: 623.650208
	Iteration 8Q: 3 clusters Score -38911.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -38926.917969 Penalty: 623.650208
	Iteration 9Q: 3 clusters Score -38926.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -38931.453125 Penalty: 623.650208
	Iteration 10Q: 3 clusters Score -38931.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -38937.941406 Penalty: 623.650208
	Iteration 11Q: 3 clusters Score -38937.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -38943.335938 Penalty: 623.650208
	Iteration 12Q: 3 clusters Score -38943.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -38947.500000 Penalty: 623.650208
	Iteration 13Q: 3 clusters Score -38947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -38948.167969 Penalty: 623.650208
	Iteration 14Q: 3 clusters Score -38948.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -38948.710938 Penalty: 623.650208
	Iteration 15Q: 3 clusters Score -38948.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -38949.218750 Penalty: 623.650208
	Iteration 16Q: 3 clusters Score -38949.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -38949.531250 Penalty: 623.650208
	Iteration 17Q: 3 clusters Score -38949.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -38950.777344 Penalty: 623.650208
	Iteration 18Q: 3 clusters Score -38950.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -38952.410156 Penalty: 623.650208
	Iteration 19Q: 3 clusters Score -38952.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -38955.082031 Penalty: 623.650208
	Iteration 20F: 3 clusters Score -38955.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -38956.113281 Penalty: 623.650208
	Iteration 21Q: 3 clusters Score -38956.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38956.839844 Penalty: 623.650208
	Iteration 22Q: 3 clusters Score -38956.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38956.839844 Penalty: 623.650208
	Iteration 23F: 3 clusters Score -38956.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3211.841553 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3211.842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3251.358887 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3251.359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3257.124512 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -3257.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3257.124512 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -3257.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -51332.445312 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -51332.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -50457.792969 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -50457.79 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -50720.593750 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -50720.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -50756.011719 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -50756.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50774.066406 Penalty: 637.030396
	Iteration 3Q: 3 clusters Score -50774.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -50786.398438 Penalty: 637.030396
	Iteration 4Q: 3 clusters Score -50786.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50795.527344 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -50795.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -50803.710938 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -50803.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50806.906250 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -50806.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50808.808594 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -50808.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50809.960938 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -50809.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50810.886719 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -50810.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50813.347656 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -50813.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50816.503906 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -50816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50821.367188 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -50821.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50826.535156 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -50826.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50828.863281 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -50828.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50831.640625 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -50831.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50832.097656 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -50832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50832.582031 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -50832.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -50832.886719 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -50832.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50833.140625 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -50833.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Entering Unmasked Estep 
Score: -390318.375000 Penalty: 414.271545
	Iteration 0F: 2 clusters Score -390318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -384297.250000 Penalty: 828.543091
	Iteration 0F: 3 clusters Score -384297.2 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -386767.812500 Penalty: 828.543091
	Iteration 1F: 3 clusters Score -386767.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -386926.812500 Penalty: 828.543091
	Iteration 2Q: 3 clusters Score -386926.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -387092.875000 Penalty: 828.543091
	Iteration 3Q: 3 clusters Score -387092.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -387302.281250 Penalty: 828.543091
	Iteration 4Q: 3 clusters Score -387302.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -387588.562500 Penalty: 828.543091
	Iteration 5Q: 3 clusters Score -387588.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -387923.031250 Penalty: 828.543091
	Iteration 6F: 3 clusters Score -387923 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -388174.781250 Penalty: 828.543091
	Iteration 7F: 3 clusters Score -388174.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -388277.093750 Penalty: 828.543091
	Iteration 8Q: 3 clusters Score -388277.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -388313.750000 Penalty: 828.543091
	Iteration 9Q: 3 clusters Score -388313.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -388325.312500 Penalty: 828.543091
	Iteration 10Q: 3 clusters Score -388325.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -388332.906250 Penalty: 828.543091
	Iteration 11Q: 3 clusters Score -388332.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -388340.250000 Penalty: 828.543091
	Iteration 12Q: 3 clusters Score -388340.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -388343.687500 Penalty: 828.543091
	Iteration 13Q: 3 clusters Score -388343.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -388344.562500 Penalty: 828.543091
	Iteration 14Q: 3 clusters Score -388344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -388345.500000 Penalty: 828.543091
	Iteration 15Q: 3 clusters Score -388345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -388346.750000 Penalty: 828.543091
	Iteration 16Q: 3 clusters Score -388346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -388346.093750 Penalty: 828.543091
	Iteration 17Q: 3 clusters Score -388346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -388347.750000 Penalty: 828.543091
	Iteration 18Q: 3 clusters Score -388347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -388347.937500 Penalty: 828.543091
	Iteration 19Q: 3 clusters Score -388347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -388347.687500 Penalty: 828.543091
	Iteration 20F: 3 clusters Score -388347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -388348.500000 Penalty: 828.543091
	Iteration 21Q: 3 clusters Score -388348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -388348.187500 Penalty: 828.543091
	Iteration 22Q: 3 clusters Score -388348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -388349.875000 Penalty: 828.543091
	Iteration 23Q: 3 clusters Score -388349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -388351.250000 Penalty: 828.543091
	Iteration 24Q: 3 clusters Score -388351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -388352.312500 Penalty: 828.543091
	Iteration 25Q: 3 clusters Score -388352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -388355.312500 Penalty: 828.543091
	Iteration 26Q: 3 clusters Score -388355.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -388357.843750 Penalty: 828.543091
	Iteration 27Q: 3 clusters Score -388357.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -388361.375000 Penalty: 828.543091
	Iteration 28Q: 3 clusters Score -388361.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -388366.062500 Penalty: 828.543091
	Iteration 29Q: 3 clusters Score -388366.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -388369.875000 Penalty: 828.543091
	Iteration 30Q: 3 clusters Score -388369.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -388372.625000 Penalty: 828.543091
	Iteration 31Q: 3 clusters Score -388372.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -388374.562500 Penalty: 828.543091
	Iteration 32Q: 3 clusters Score -388374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -388376.718750 Penalty: 828.543091
	Iteration 33Q: 3 clusters Score -388376.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -388378.750000 Penalty: 828.543091
	Iteration 34Q: 3 clusters Score -388378.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -388381.531250 Penalty: 828.543091
	Iteration 35Q: 3 clusters Score -388381.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -388384.031250 Penalty: 828.543091
	Iteration 36Q: 3 clusters Score -388384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -388384.968750 Penalty: 828.543091
	Iteration 37Q: 3 clusters Score -388385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -388386.531250 Penalty: 828.543091
	Iteration 38Q: 3 clusters Score -388386.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -388388.281250 Penalty: 828.543091
	Iteration 39Q: 3 clusters Score -388388.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -388390.593750 Penalty: 828.543091
	Iteration 40F: 3 clusters Score -388390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -388392.437500 Penalty: 828.543091
	Iteration 41Q: 3 clusters Score -388392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -388393.000000 Penalty: 828.543091
	Iteration 42Q: 3 clusters Score -388393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -388394.406250 Penalty: 828.543091
	Iteration 43Q: 3 clusters Score -388394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -388394.406250 Penalty: 828.543091
	Iteration 44Q: 3 clusters Score -388394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -388394.875000 Penalty: 828.543091
	Iteration 45Q: 3 clusters Score -388394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -388396.281250 Penalty: 828.543091
	Iteration 46Q: 3 clusters Score -388396.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -388397.437500 Penalty: 828.543091
	Iteration 47Q: 3 clusters Score -388397.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -388398.468750 Penalty: 828.543091
	Iteration 48Q: 3 clusters Score -388398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -388399.593750 Penalty: 828.543091
	Iteration 49Q: 3 clusters Score -388399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -388400.656250 Penalty: 828.543091
	Iteration 50Q: 3 clusters Score -388400.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -388401.656250 Penalty: 828.543091
	Iteration 51Q: 3 clusters Score -388401.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -388403.093750 Penalty: 828.543091
	Iteration 52Q: 3 clusters Score -388403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -388402.437500 Penalty: 828.543091
	Iteration 53Q: 3 clusters Score -388402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -388403.781250 Penalty: 828.543091
	Iteration 54Q: 3 clusters Score -388403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -388404.000000 Penalty: 828.543091
	Iteration 55Q: 3 clusters Score -388404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -388406.000000 Penalty: 828.543091
	Iteration 56Q: 3 clusters Score -388406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -388406.625000 Penalty: 828.543091
	Iteration 57Q: 3 clusters Score -388406.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -388408.187500 Penalty: 828.543091
	Iteration 58Q: 3 clusters Score -388408.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -388408.187500 Penalty: 828.543091
	Iteration 59Q: 3 clusters Score -388408.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -388411.781250 Penalty: 828.543091
	Iteration 60F: 3 clusters Score -388411.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -388413.750000 Penalty: 828.543091
	Iteration 61Q: 3 clusters Score -388413.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -388416.375000 Penalty: 828.543091
	Iteration 62Q: 3 clusters Score -388416.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -388420.156250 Penalty: 828.543091
	Iteration 63Q: 3 clusters Score -388420.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -388423.375000 Penalty: 828.543091
	Iteration 64Q: 3 clusters Score -388423.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -388425.250000 Penalty: 828.543091
	Iteration 65Q: 3 clusters Score -388425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -388428.968750 Penalty: 828.543091
	Iteration 66Q: 3 clusters Score -388429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -388432.468750 Penalty: 828.543091
	Iteration 67Q: 3 clusters Score -388432.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -388435.531250 Penalty: 828.543091
	Iteration 68Q: 3 clusters Score -388435.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -388439.218750 Penalty: 828.543091
	Iteration 69Q: 3 clusters Score -388439.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -388444.906250 Penalty: 828.543091
	Iteration 70Q: 3 clusters Score -388444.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -388447.843750 Penalty: 828.543091
	Iteration 71Q: 3 clusters Score -388447.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -388453.718750 Penalty: 828.543091
	Iteration 72Q: 3 clusters Score -388453.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -388461.343750 Penalty: 828.543091
	Iteration 73Q: 3 clusters Score -388461.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -388469.000000 Penalty: 828.543091
	Iteration 74Q: 3 clusters Score -388469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -388474.250000 Penalty: 828.543091
	Iteration 75Q: 3 clusters Score -388474.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -388480.843750 Penalty: 828.543091
	Iteration 76Q: 3 clusters Score -388480.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -388487.093750 Penalty: 828.543091
	Iteration 77Q: 3 clusters Score -388487.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -388497.062500 Penalty: 828.543091
	Iteration 78Q: 3 clusters Score -388497.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -388516.218750 Penalty: 828.543091
	Iteration 79Q: 3 clusters Score -388516.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -388548.718750 Penalty: 828.543091
	Iteration 80F: 3 clusters Score -388548.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -388579.937500 Penalty: 828.543091
	Iteration 81Q: 3 clusters Score -388579.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -388622.843750 Penalty: 828.543091
	Iteration 82Q: 3 clusters Score -388622.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -388674.437500 Penalty: 828.543091
	Iteration 83Q: 3 clusters Score -388674.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -388731.968750 Penalty: 828.543091
	Iteration 84Q: 3 clusters Score -388732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -388801.156250 Penalty: 828.543091
	Iteration 85Q: 3 clusters Score -388801.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -388891.500000 Penalty: 828.543091
	Iteration 86Q: 3 clusters Score -388891.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -388992.343750 Penalty: 828.543091
	Iteration 87Q: 3 clusters Score -388992.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -389134.656250 Penalty: 828.543091
	Iteration 88Q: 3 clusters Score -389134.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -389301.843750 Penalty: 828.543091
	Iteration 89Q: 3 clusters Score -389301.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -389458.937500 Penalty: 828.543091
	Iteration 90Q: 3 clusters Score -389458.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -389614.531250 Penalty: 828.543091
	Iteration 91Q: 3 clusters Score -389614.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -389739.531250 Penalty: 828.543091
	Iteration 92Q: 3 clusters Score -389739.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -389842.125000 Penalty: 828.543091
	Iteration 93Q: 3 clusters Score -389842.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -389896.125000 Penalty: 828.543091
	Iteration 94Q: 3 clusters Score -389896.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -389934.031250 Penalty: 828.543091
	Iteration 95Q: 3 clusters Score -389934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -389956.750000 Penalty: 828.543091
	Iteration 96Q: 3 clusters Score -389956.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -389973.531250 Penalty: 828.543091
	Iteration 97Q: 3 clusters Score -389973.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -389983.406250 Penalty: 828.543091
	Iteration 98Q: 3 clusters Score -389983.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -389985.750000 Penalty: 828.543091
	Iteration 99Q: 3 clusters Score -389985.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -390015.000000 Penalty: 828.543091
	Iteration 100F: 3 clusters Score -390015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -390024.750000 Penalty: 828.543091
	Iteration 101Q: 3 clusters Score -390024.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -390030.781250 Penalty: 828.543091
	Iteration 102Q: 3 clusters Score -390030.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -390032.125000 Penalty: 828.543091
	Iteration 103Q: 3 clusters Score -390032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -390033.125000 Penalty: 828.543091
	Iteration 104Q: 3 clusters Score -390033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -390033.781250 Penalty: 828.543091
	Iteration 105Q: 3 clusters Score -390033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -390033.656250 Penalty: 828.543091
	Iteration 106Q: 3 clusters Score -390033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -390034.250000 Penalty: 828.543091
	Iteration 107Q: 3 clusters Score -390034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -390035.343750 Penalty: 828.543091
	Iteration 108Q: 3 clusters Score -390035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -390035.718750 Penalty: 828.543091
	Iteration 109Q: 3 clusters Score -390035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -390035.343750 Penalty: 828.543091
	Iteration 110Q: 3 clusters Score -390035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -390035.343750 Penalty: 828.543091
	Iteration 111Q: 3 clusters Score -390035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -390035.281250 Penalty: 828.543091
	Iteration 112Q: 3 clusters Score -390035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -390035.937500 Penalty: 828.543091
	Iteration 113Q: 3 clusters Score -390035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -390036.500000 Penalty: 828.543091
	Iteration 114Q: 3 clusters Score -390036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -390035.968750 Penalty: 828.543091
	Iteration 115Q: 3 clusters Score -390036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -390035.968750 Penalty: 828.543091
	Iteration 116F: 3 clusters Score -390036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -155839.796875 Penalty: 371.433380
	Iteration 0F: 2 clusters Score -155839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -153424.468750 Penalty: 742.866760
	Iteration 0F: 3 clusters Score -153424.5 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -154236.343750 Penalty: 742.866760
	Iteration 1F: 3 clusters Score -154236.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -154304.140625 Penalty: 742.866760
	Iteration 2F: 3 clusters Score -154304.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -154346.734375 Penalty: 742.866760
	Iteration 3Q: 3 clusters Score -154346.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -154380.031250 Penalty: 742.866760
	Iteration 4Q: 3 clusters Score -154380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -154407.375000 Penalty: 742.866760
	Iteration 5Q: 3 clusters Score -154407.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -154436.078125 Penalty: 742.866760
	Iteration 6Q: 3 clusters Score -154436.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -154461.875000 Penalty: 742.866760
	Iteration 7Q: 3 clusters Score -154461.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -154488.781250 Penalty: 742.866760
	Iteration 8Q: 3 clusters Score -154488.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -154539.828125 Penalty: 742.866760
	Iteration 9Q: 3 clusters Score -154539.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -154611.515625 Penalty: 742.866760
	Iteration 10Q: 3 clusters Score -154611.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -154710.515625 Penalty: 742.866760
	Iteration 11Q: 3 clusters Score -154710.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -154829.062500 Penalty: 742.866760
	Iteration 12Q: 3 clusters Score -154829.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -154954.656250 Penalty: 742.866760
	Iteration 13Q: 3 clusters Score -154954.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155109.890625 Penalty: 742.866760
	Iteration 14Q: 3 clusters Score -155109.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -155195.031250 Penalty: 742.866760
	Iteration 15Q: 3 clusters Score -155195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155237.921875 Penalty: 742.866760
	Iteration 16Q: 3 clusters Score -155237.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155276.546875 Penalty: 742.866760
	Iteration 17Q: 3 clusters Score -155276.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155304.812500 Penalty: 742.866760
	Iteration 18Q: 3 clusters Score -155304.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155327.703125 Penalty: 742.866760
	Iteration 19Q: 3 clusters Score -155327.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155345.000000 Penalty: 742.866760
	Iteration 20F: 3 clusters Score -155345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -155357.734375 Penalty: 742.866760
	Iteration 21Q: 3 clusters Score -155357.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -155371.468750 Penalty: 742.866760
	Iteration 22Q: 3 clusters Score -155371.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -155383.828125 Penalty: 742.866760
	Iteration 23Q: 3 clusters Score -155383.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -155401.875000 Penalty: 742.866760
	Iteration 24Q: 3 clusters Score -155401.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -155421.156250 Penalty: 742.866760
	Iteration 25Q: 3 clusters Score -155421.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -155437.031250 Penalty: 742.866760
	Iteration 26Q: 3 clusters Score -155437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -155451.968750 Penalty: 742.866760
	Iteration 27Q: 3 clusters Score -155452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -155462.890625 Penalty: 742.866760
	Iteration 28Q: 3 clusters Score -155462.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -155470.796875 Penalty: 742.866760
	Iteration 29Q: 3 clusters Score -155470.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -155480.500000 Penalty: 742.866760
	Iteration 30Q: 3 clusters Score -155480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -155487.625000 Penalty: 742.866760
	Iteration 31Q: 3 clusters Score -155487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -155494.078125 Penalty: 742.866760
	Iteration 32Q: 3 clusters Score -155494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -155497.859375 Penalty: 742.866760
	Iteration 33Q: 3 clusters Score -155497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -155500.328125 Penalty: 742.866760
	Iteration 34Q: 3 clusters Score -155500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -155503.187500 Penalty: 742.866760
	Iteration 35Q: 3 clusters Score -155503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -155506.515625 Penalty: 742.866760
	Iteration 36Q: 3 clusters Score -155506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -155508.875000 Penalty: 742.866760
	Iteration 37Q: 3 clusters Score -155508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -155509.609375 Penalty: 742.866760
	Iteration 38Q: 3 clusters Score -155509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -155512.015625 Penalty: 742.866760
	Iteration 39Q: 3 clusters Score -155512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -155512.296875 Penalty: 742.866760
	Iteration 40F: 3 clusters Score -155512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -155512.765625 Penalty: 742.866760
	Iteration 41Q: 3 clusters Score -155512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -155513.843750 Penalty: 742.866760
	Iteration 42Q: 3 clusters Score -155513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -155513.843750 Penalty: 742.866760
	Iteration 43F: 3 clusters Score -155513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Entering Unmasked Estep 
Score: -1784638.125000 Penalty: 482.596252
	Iteration 0F: 2 clusters Score -1784638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1757538.000000 Penalty: 965.192505
	Iteration 0F: 3 clusters Score -1757538 nChanged 19547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -1769430.500000 Penalty: 965.192505
	Iteration 1F: 3 clusters Score -1769430 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1770144.875000 Penalty: 965.192505
	Iteration 2Q: 3 clusters Score -1770145 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1771246.500000 Penalty: 965.192505
	Iteration 3F: 3 clusters Score -1771246 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -1772889.375000 Penalty: 965.192505
	Iteration 4F: 3 clusters Score -1772889 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -1775343.875000 Penalty: 965.192505
	Iteration 5F: 3 clusters Score -1775344 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -1778159.875000 Penalty: 965.192505
	Iteration 6F: 3 clusters Score -1778160 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -1780370.750000 Penalty: 965.192505
	Iteration 7Q: 3 clusters Score -1780371 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -1781648.250000 Penalty: 965.192505
	Iteration 8Q: 3 clusters Score -1781648 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -1782252.000000 Penalty: 965.192505
	Iteration 9Q: 3 clusters Score -1782252 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -1782598.250000 Penalty: 965.192505
	Iteration 10Q: 3 clusters Score -1782598 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -1782870.750000 Penalty: 965.192505
	Iteration 11Q: 3 clusters Score -1782871 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -1783114.875000 Penalty: 965.192505
	Iteration 12Q: 3 clusters Score -1783115 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -1783288.750000 Penalty: 965.192505
	Iteration 13Q: 3 clusters Score -1783289 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -1783409.375000 Penalty: 965.192505
	Iteration 14Q: 3 clusters Score -1783409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -1783514.625000 Penalty: 965.192505
	Iteration 15Q: 3 clusters Score -1783515 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -1783621.625000 Penalty: 965.192505
	Iteration 16Q: 3 clusters Score -1783622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -1783696.500000 Penalty: 965.192505
	Iteration 17Q: 3 clusters Score -1783696 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -1783786.250000 Penalty: 965.192505
	Iteration 18Q: 3 clusters Score -1783786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -1783862.875000 Penalty: 965.192505
	Iteration 19Q: 3 clusters Score -1783863 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -1783917.875000 Penalty: 965.192505
	Iteration 20F: 3 clusters Score -1783918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -1783963.500000 Penalty: 965.192505
	Iteration 21Q: 3 clusters Score -1783964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -1783995.000000 Penalty: 965.192505
	Iteration 22Q: 3 clusters Score -1783995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -1784015.500000 Penalty: 965.192505
	Iteration 23Q: 3 clusters Score -1784016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -1784043.125000 Penalty: 965.192505
	Iteration 24Q: 3 clusters Score -1784043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -1784064.625000 Penalty: 965.192505
	Iteration 25Q: 3 clusters Score -1784065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -1784086.875000 Penalty: 965.192505
	Iteration 26Q: 3 clusters Score -1784087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -1784109.000000 Penalty: 965.192505
	Iteration 27Q: 3 clusters Score -1784109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -1784129.375000 Penalty: 965.192505
	Iteration 28Q: 3 clusters Score -1784129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -1784158.375000 Penalty: 965.192505
	Iteration 29Q: 3 clusters Score -1784158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -1784173.250000 Penalty: 965.192505
	Iteration 30Q: 3 clusters Score -1784173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -1784189.000000 Penalty: 965.192505
	Iteration 31Q: 3 clusters Score -1784189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -1784198.875000 Penalty: 965.192505
	Iteration 32Q: 3 clusters Score -1784199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -1784204.375000 Penalty: 965.192505
	Iteration 33Q: 3 clusters Score -1784204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -1784211.000000 Penalty: 965.192505
	Iteration 34Q: 3 clusters Score -1784211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -1784211.125000 Penalty: 965.192505
	Iteration 35Q: 3 clusters Score -1784211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -1784213.000000 Penalty: 965.192505
	Iteration 36Q: 3 clusters Score -1784213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -1784215.500000 Penalty: 965.192505
	Iteration 37Q: 3 clusters Score -1784216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -1784217.500000 Penalty: 965.192505
	Iteration 38Q: 3 clusters Score -1784218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -1784217.625000 Penalty: 965.192505
	Iteration 39Q: 3 clusters Score -1784218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -1784218.750000 Penalty: 965.192505
	Iteration 40F: 3 clusters Score -1784219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -1784221.125000 Penalty: 965.192505
	Iteration 41Q: 3 clusters Score -1784221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -1784222.000000 Penalty: 965.192505
	Iteration 42Q: 3 clusters Score -1784222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -1784222.125000 Penalty: 965.192505
	Iteration 43Q: 3 clusters Score -1784222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -1784222.250000 Penalty: 965.192505
	Iteration 44Q: 3 clusters Score -1784222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -1784221.125000 Penalty: 965.192505
	Iteration 45Q: 3 clusters Score -1784221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -1784224.375000 Penalty: 965.192505
	Iteration 46Q: 3 clusters Score -1784224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -1784226.000000 Penalty: 965.192505
	Iteration 47Q: 3 clusters Score -1784226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -1784225.500000 Penalty: 965.192505
	Iteration 48Q: 3 clusters Score -1784226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -1784226.125000 Penalty: 965.192505
	Iteration 49Q: 3 clusters Score -1784226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -1784226.375000 Penalty: 965.192505
	Iteration 50Q: 3 clusters Score -1784226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -1784226.500000 Penalty: 965.192505
	Iteration 51Q: 3 clusters Score -1784226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -1784226.875000 Penalty: 965.192505
	Iteration 52Q: 3 clusters Score -1784227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -1784229.125000 Penalty: 965.192505
	Iteration 53Q: 3 clusters Score -1784229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -1784230.000000 Penalty: 965.192505
	Iteration 54Q: 3 clusters Score -1784230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -1784231.625000 Penalty: 965.192505
	Iteration 55Q: 3 clusters Score -1784232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -1784233.375000 Penalty: 965.192505
	Iteration 56Q: 3 clusters Score -1784233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -1784235.125000 Penalty: 965.192505
	Iteration 57Q: 3 clusters Score -1784235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -1784237.250000 Penalty: 965.192505
	Iteration 58Q: 3 clusters Score -1784237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -1784240.625000 Penalty: 965.192505
	Iteration 59Q: 3 clusters Score -1784241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -1784239.375000 Penalty: 965.192505
	Iteration 60F: 3 clusters Score -1784239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -1784238.000000 Penalty: 965.192505
	Iteration 61Q: 3 clusters Score -1784238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -1784239.875000 Penalty: 965.192505
	Iteration 62Q: 3 clusters Score -1784240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -1784241.500000 Penalty: 965.192505
	Iteration 63Q: 3 clusters Score -1784242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -1784243.625000 Penalty: 965.192505
	Iteration 64Q: 3 clusters Score -1784244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -1784245.000000 Penalty: 965.192505
	Iteration 65Q: 3 clusters Score -1784245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -1784248.875000 Penalty: 965.192505
	Iteration 66Q: 3 clusters Score -1784249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -1784250.500000 Penalty: 965.192505
	Iteration 67Q: 3 clusters Score -1784250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -1784250.500000 Penalty: 965.192505
	Iteration 68Q: 3 clusters Score -1784250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -1784251.625000 Penalty: 965.192505
	Iteration 69Q: 3 clusters Score -1784252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -1784253.750000 Penalty: 965.192505
	Iteration 70Q: 3 clusters Score -1784254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -1784253.875000 Penalty: 965.192505
	Iteration 71Q: 3 clusters Score -1784254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -1784256.750000 Penalty: 965.192505
	Iteration 72Q: 3 clusters Score -1784257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -1784257.375000 Penalty: 965.192505
	Iteration 73Q: 3 clusters Score -1784257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -1784259.000000 Penalty: 965.192505
	Iteration 74Q: 3 clusters Score -1784259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -1784258.500000 Penalty: 965.192505
	Iteration 75Q: 3 clusters Score -1784258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -1784258.750000 Penalty: 965.192505
	Iteration 76Q: 3 clusters Score -1784259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -1784258.875000 Penalty: 965.192505
	Iteration 77Q: 3 clusters Score -1784259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -1784258.875000 Penalty: 965.192505
	Iteration 78F: 3 clusters Score -1784259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -96889.195312 Penalty: 350.527924
	Iteration 0F: 2 clusters Score -96889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -95256.085938 Penalty: 701.055847
	Iteration 0F: 3 clusters Score -95256.09 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -95784.804688 Penalty: 701.055847
	Iteration 1F: 3 clusters Score -95784.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -95851.609375 Penalty: 701.055847
	Iteration 2F: 3 clusters Score -95851.61 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -95907.726562 Penalty: 701.055847
	Iteration 3F: 3 clusters Score -95907.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -95967.929688 Penalty: 701.055847
	Iteration 4F: 3 clusters Score -95967.93 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -96012.953125 Penalty: 701.055847
	Iteration 5Q: 3 clusters Score -96012.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -96053.304688 Penalty: 701.055847
	Iteration 6Q: 3 clusters Score -96053.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -96097.710938 Penalty: 701.055847
	Iteration 7Q: 3 clusters Score -96097.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -96136.742188 Penalty: 701.055847
	Iteration 8Q: 3 clusters Score -96136.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -96170.210938 Penalty: 701.055847
	Iteration 9Q: 3 clusters Score -96170.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -96193.210938 Penalty: 701.055847
	Iteration 10Q: 3 clusters Score -96193.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -96217.414062 Penalty: 701.055847
	Iteration 11Q: 3 clusters Score -96217.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -96236.593750 Penalty: 701.055847
	Iteration 12Q: 3 clusters Score -96236.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96245.804688 Penalty: 701.055847
	Iteration 13Q: 3 clusters Score -96245.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -96251.078125 Penalty: 701.055847
	Iteration 14Q: 3 clusters Score -96251.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -96255.773438 Penalty: 701.055847
	Iteration 15Q: 3 clusters Score -96255.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -96257.828125 Penalty: 701.055847
	Iteration 16Q: 3 clusters Score -96257.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -96260.226562 Penalty: 701.055847
	Iteration 17Q: 3 clusters Score -96260.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -96261.515625 Penalty: 701.055847
	Iteration 18Q: 3 clusters Score -96261.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -96263.960938 Penalty: 701.055847
	Iteration 19Q: 3 clusters Score -96263.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -96266.335938 Penalty: 701.055847
	Iteration 20F: 3 clusters Score -96266.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -96268.234375 Penalty: 701.055847
	Iteration 21Q: 3 clusters Score -96268.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -96270.601562 Penalty: 701.055847
	Iteration 22Q: 3 clusters Score -96270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -96272.101562 Penalty: 701.055847
	Iteration 23Q: 3 clusters Score -96272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -96273.007812 Penalty: 701.055847
	Iteration 24Q: 3 clusters Score -96273.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -96274.023438 Penalty: 701.055847
	Iteration 25Q: 3 clusters Score -96274.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -96274.476562 Penalty: 701.055847
	Iteration 26Q: 3 clusters Score -96274.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -96275.109375 Penalty: 701.055847
	Iteration 27Q: 3 clusters Score -96275.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -96275.664062 Penalty: 701.055847
	Iteration 28Q: 3 clusters Score -96275.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -96276.132812 Penalty: 701.055847
	Iteration 29Q: 3 clusters Score -96276.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -96276.546875 Penalty: 701.055847
	Iteration 30Q: 3 clusters Score -96276.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -96277.734375 Penalty: 701.055847
	Iteration 31Q: 3 clusters Score -96277.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -96279.812500 Penalty: 701.055847
	Iteration 32Q: 3 clusters Score -96279.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -96282.000000 Penalty: 701.055847
	Iteration 33Q: 3 clusters Score -96282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -96284.484375 Penalty: 701.055847
	Iteration 34Q: 3 clusters Score -96284.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -96287.140625 Penalty: 701.055847
	Iteration 35Q: 3 clusters Score -96287.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -96290.382812 Penalty: 701.055847
	Iteration 36Q: 3 clusters Score -96290.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -96293.882812 Penalty: 701.055847
	Iteration 37Q: 3 clusters Score -96293.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -96300.554688 Penalty: 701.055847
	Iteration 38Q: 3 clusters Score -96300.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -96306.359375 Penalty: 701.055847
	Iteration 39Q: 3 clusters Score -96306.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -96311.593750 Penalty: 701.055847
	Iteration 40F: 3 clusters Score -96311.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -96313.835938 Penalty: 701.055847
	Iteration 41Q: 3 clusters Score -96313.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -96318.507812 Penalty: 701.055847
	Iteration 42Q: 3 clusters Score -96318.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -96325.257812 Penalty: 701.055847
	Iteration 43Q: 3 clusters Score -96325.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -96331.898438 Penalty: 701.055847
	Iteration 44Q: 3 clusters Score -96331.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -96341.000000 Penalty: 701.055847
	Iteration 45Q: 3 clusters Score -96341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -96347.070312 Penalty: 701.055847
	Iteration 46Q: 3 clusters Score -96347.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -96355.585938 Penalty: 701.055847
	Iteration 47Q: 3 clusters Score -96355.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96363.343750 Penalty: 701.055847
	Iteration 48Q: 3 clusters Score -96363.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -96367.414062 Penalty: 701.055847
	Iteration 49Q: 3 clusters Score -96367.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -96370.367188 Penalty: 701.055847
	Iteration 50Q: 3 clusters Score -96370.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -96372.062500 Penalty: 701.055847
	Iteration 51Q: 3 clusters Score -96372.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -96374.960938 Penalty: 701.055847
	Iteration 52Q: 3 clusters Score -96374.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96376.367188 Penalty: 701.055847
	Iteration 53Q: 3 clusters Score -96376.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96376.898438 Penalty: 701.055847
	Iteration 54Q: 3 clusters Score -96376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96378.179688 Penalty: 701.055847
	Iteration 55Q: 3 clusters Score -96378.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96379.226562 Penalty: 701.055847
	Iteration 56Q: 3 clusters Score -96379.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -96380.343750 Penalty: 701.055847
	Iteration 57Q: 3 clusters Score -96380.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96381.406250 Penalty: 701.055847
	Iteration 58Q: 3 clusters Score -96381.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96383.039062 Penalty: 701.055847
	Iteration 59Q: 3 clusters Score -96383.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -96384.101562 Penalty: 701.055847
	Iteration 60F: 3 clusters Score -96384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -96384.890625 Penalty: 701.055847
	Iteration 61Q: 3 clusters Score -96384.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -96385.234375 Penalty: 701.055847
	Iteration 62Q: 3 clusters Score -96385.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -96385.406250 Penalty: 701.055847
	Iteration 63Q: 3 clusters Score -96385.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -96385.796875 Penalty: 701.055847
	Iteration 64Q: 3 clusters Score -96385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -96386.476562 Penalty: 701.055847
	Iteration 65Q: 3 clusters Score -96386.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96386.531250 Penalty: 701.055847
	Iteration 66Q: 3 clusters Score -96386.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96386.921875 Penalty: 701.055847
	Iteration 67Q: 3 clusters Score -96386.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -96386.921875 Penalty: 701.055847
	Iteration 68F: 3 clusters Score -96386.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Entering Unmasked Estep 
Score: -792549.625000 Penalty: 447.068817
	Iteration 0F: 2 clusters Score -792549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -780265.500000 Penalty: 894.137634
	Iteration 0F: 3 clusters Score -780265.5 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -785602.812500 Penalty: 894.137634
	Iteration 1F: 3 clusters Score -785602.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -786422.562500 Penalty: 894.137634
	Iteration 2F: 3 clusters Score -786422.6 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -787473.187500 Penalty: 894.137634
	Iteration 3F: 3 clusters Score -787473.2 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -788529.437500 Penalty: 894.137634
	Iteration 4F: 3 clusters Score -788529.4 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -789322.250000 Penalty: 894.137634
	Iteration 5F: 3 clusters Score -789322.2 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -789797.687500 Penalty: 894.137634
	Iteration 6F: 3 clusters Score -789797.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -789989.500000 Penalty: 894.137634
	Iteration 7Q: 3 clusters Score -789989.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -790075.875000 Penalty: 894.137634
	Iteration 8Q: 3 clusters Score -790075.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -790127.250000 Penalty: 894.137634
	Iteration 9Q: 3 clusters Score -790127.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -790155.250000 Penalty: 894.137634
	Iteration 10Q: 3 clusters Score -790155.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -790180.750000 Penalty: 894.137634
	Iteration 11Q: 3 clusters Score -790180.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -790207.375000 Penalty: 894.137634
	Iteration 12Q: 3 clusters Score -790207.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -790239.312500 Penalty: 894.137634
	Iteration 13Q: 3 clusters Score -790239.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -790269.250000 Penalty: 894.137634
	Iteration 14Q: 3 clusters Score -790269.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -790297.687500 Penalty: 894.137634
	Iteration 15Q: 3 clusters Score -790297.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -790324.687500 Penalty: 894.137634
	Iteration 16Q: 3 clusters Score -790324.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -790362.312500 Penalty: 894.137634
	Iteration 17Q: 3 clusters Score -790362.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -790402.625000 Penalty: 894.137634
	Iteration 18Q: 3 clusters Score -790402.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -790429.437500 Penalty: 894.137634
	Iteration 19Q: 3 clusters Score -790429.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -790456.562500 Penalty: 894.137634
	Iteration 20F: 3 clusters Score -790456.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -790486.187500 Penalty: 894.137634
	Iteration 21Q: 3 clusters Score -790486.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -790512.687500 Penalty: 894.137634
	Iteration 22Q: 3 clusters Score -790512.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -790527.062500 Penalty: 894.137634
	Iteration 23Q: 3 clusters Score -790527.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -790554.375000 Penalty: 894.137634
	Iteration 24Q: 3 clusters Score -790554.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -790578.687500 Penalty: 894.137634
	Iteration 25Q: 3 clusters Score -790578.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -790605.000000 Penalty: 894.137634
	Iteration 26Q: 3 clusters Score -790605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -790626.562500 Penalty: 894.137634
	Iteration 27Q: 3 clusters Score -790626.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -790640.937500 Penalty: 894.137634
	Iteration 28Q: 3 clusters Score -790640.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -790650.812500 Penalty: 894.137634
	Iteration 29Q: 3 clusters Score -790650.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -790655.312500 Penalty: 894.137634
	Iteration 30Q: 3 clusters Score -790655.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -790669.937500 Penalty: 894.137634
	Iteration 31Q: 3 clusters Score -790669.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -790681.062500 Penalty: 894.137634
	Iteration 32Q: 3 clusters Score -790681.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -790693.375000 Penalty: 894.137634
	Iteration 33Q: 3 clusters Score -790693.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -790710.562500 Penalty: 894.137634
	Iteration 34Q: 3 clusters Score -790710.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -790725.937500 Penalty: 894.137634
	Iteration 35Q: 3 clusters Score -790725.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -790752.625000 Penalty: 894.137634
	Iteration 36Q: 3 clusters Score -790752.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -790783.250000 Penalty: 894.137634
	Iteration 37Q: 3 clusters Score -790783.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -790834.437500 Penalty: 894.137634
	Iteration 38Q: 3 clusters Score -790834.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -790888.812500 Penalty: 894.137634
	Iteration 39Q: 3 clusters Score -790888.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -790954.625000 Penalty: 894.137634
	Iteration 40F: 3 clusters Score -790954.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -791036.125000 Penalty: 894.137634
	Iteration 41Q: 3 clusters Score -791036.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -791119.625000 Penalty: 894.137634
	Iteration 42Q: 3 clusters Score -791119.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -791200.187500 Penalty: 894.137634
	Iteration 43Q: 3 clusters Score -791200.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -791268.437500 Penalty: 894.137634
	Iteration 44Q: 3 clusters Score -791268.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -791322.750000 Penalty: 894.137634
	Iteration 45Q: 3 clusters Score -791322.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -791377.250000 Penalty: 894.137634
	Iteration 46Q: 3 clusters Score -791377.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -791432.750000 Penalty: 894.137634
	Iteration 47Q: 3 clusters Score -791432.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -791488.625000 Penalty: 894.137634
	Iteration 48Q: 3 clusters Score -791488.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -791543.500000 Penalty: 894.137634
	Iteration 49Q: 3 clusters Score -791543.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -791594.312500 Penalty: 894.137634
	Iteration 50Q: 3 clusters Score -791594.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -791633.875000 Penalty: 894.137634
	Iteration 51Q: 3 clusters Score -791633.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -791672.250000 Penalty: 894.137634
	Iteration 52Q: 3 clusters Score -791672.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -791708.000000 Penalty: 894.137634
	Iteration 53Q: 3 clusters Score -791708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -791743.812500 Penalty: 894.137634
	Iteration 54Q: 3 clusters Score -791743.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -791782.875000 Penalty: 894.137634
	Iteration 55Q: 3 clusters Score -791782.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -791827.000000 Penalty: 894.137634
	Iteration 56Q: 3 clusters Score -791827 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -791875.437500 Penalty: 894.137634
	Iteration 57Q: 3 clusters Score -791875.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -791933.812500 Penalty: 894.137634
	Iteration 58Q: 3 clusters Score -791933.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -791981.875000 Penalty: 894.137634
	Iteration 59Q: 3 clusters Score -791981.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -792027.437500 Penalty: 894.137634
	Iteration 60F: 3 clusters Score -792027.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -792065.375000 Penalty: 894.137634
	Iteration 61Q: 3 clusters Score -792065.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -792097.375000 Penalty: 894.137634
	Iteration 62Q: 3 clusters Score -792097.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -792131.687500 Penalty: 894.137634
	Iteration 63Q: 3 clusters Score -792131.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -792163.750000 Penalty: 894.137634
	Iteration 64Q: 3 clusters Score -792163.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -792188.750000 Penalty: 894.137634
	Iteration 65Q: 3 clusters Score -792188.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -792210.187500 Penalty: 894.137634
	Iteration 66Q: 3 clusters Score -792210.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -792229.250000 Penalty: 894.137634
	Iteration 67Q: 3 clusters Score -792229.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -792247.562500 Penalty: 894.137634
	Iteration 68Q: 3 clusters Score -792247.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -792270.875000 Penalty: 894.137634
	Iteration 69Q: 3 clusters Score -792270.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -792289.937500 Penalty: 894.137634
	Iteration 70Q: 3 clusters Score -792289.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -792303.625000 Penalty: 894.137634
	Iteration 71Q: 3 clusters Score -792303.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -792311.312500 Penalty: 894.137634
	Iteration 72Q: 3 clusters Score -792311.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -792321.937500 Penalty: 894.137634
	Iteration 73Q: 3 clusters Score -792321.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -792328.625000 Penalty: 894.137634
	Iteration 74Q: 3 clusters Score -792328.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -792339.687500 Penalty: 894.137634
	Iteration 75Q: 3 clusters Score -792339.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -792344.812500 Penalty: 894.137634
	Iteration 76Q: 3 clusters Score -792344.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -792352.625000 Penalty: 894.137634
	Iteration 77Q: 3 clusters Score -792352.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -792355.750000 Penalty: 894.137634
	Iteration 78Q: 3 clusters Score -792355.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -792361.437500 Penalty: 894.137634
	Iteration 79Q: 3 clusters Score -792361.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -792368.625000 Penalty: 894.137634
	Iteration 80F: 3 clusters Score -792368.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -792372.812500 Penalty: 894.137634
	Iteration 81Q: 3 clusters Score -792372.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -792378.687500 Penalty: 894.137634
	Iteration 82Q: 3 clusters Score -792378.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -792379.937500 Penalty: 894.137634
	Iteration 83Q: 3 clusters Score -792379.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -792378.875000 Penalty: 894.137634
	Iteration 84Q: 3 clusters Score -792378.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -792381.875000 Penalty: 894.137634
	Iteration 85Q: 3 clusters Score -792381.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -792390.937500 Penalty: 894.137634
	Iteration 86Q: 3 clusters Score -792390.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -792398.562500 Penalty: 894.137634
	Iteration 87Q: 3 clusters Score -792398.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -792404.562500 Penalty: 894.137634
	Iteration 88Q: 3 clusters Score -792404.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -792411.437500 Penalty: 894.137634
	Iteration 89Q: 3 clusters Score -792411.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -792416.875000 Penalty: 894.137634
	Iteration 90Q: 3 clusters Score -792416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -792416.812500 Penalty: 894.137634
	Iteration 91Q: 3 clusters Score -792416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -792419.687500 Penalty: 894.137634
	Iteration 92Q: 3 clusters Score -792419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -792420.625000 Penalty: 894.137634
	Iteration 93Q: 3 clusters Score -792420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -792422.187500 Penalty: 894.137634
	Iteration 94Q: 3 clusters Score -792422.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -792424.500000 Penalty: 894.137634
	Iteration 95Q: 3 clusters Score -792424.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -792422.687500 Penalty: 894.137634
	Iteration 96Q: 3 clusters Score -792422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -792425.187500 Penalty: 894.137634
	Iteration 97Q: 3 clusters Score -792425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -792425.500000 Penalty: 894.137634
	Iteration 98Q: 3 clusters Score -792425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -792427.562500 Penalty: 894.137634
	Iteration 99Q: 3 clusters Score -792427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -792430.000000 Penalty: 894.137634
	Iteration 100F: 3 clusters Score -792430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -792432.375000 Penalty: 894.137634
	Iteration 101Q: 3 clusters Score -792432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -792431.375000 Penalty: 894.137634
	Iteration 102Q: 3 clusters Score -792431.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -792432.750000 Penalty: 894.137634
	Iteration 103Q: 3 clusters Score -792432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -792432.562500 Penalty: 894.137634
	Iteration 104Q: 3 clusters Score -792432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -792432.375000 Penalty: 894.137634
	Iteration 105Q: 3 clusters Score -792432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -792432.250000 Penalty: 894.137634
	Iteration 106Q: 3 clusters Score -792432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -792434.000000 Penalty: 894.137634
	Iteration 107Q: 3 clusters Score -792434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -792433.250000 Penalty: 894.137634
	Iteration 108Q: 3 clusters Score -792433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -792432.687500 Penalty: 894.137634
	Iteration 109Q: 3 clusters Score -792432.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -792433.187500 Penalty: 894.137634
	Iteration 110Q: 3 clusters Score -792433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -792432.875000 Penalty: 894.137634
	Iteration 111Q: 3 clusters Score -792432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -792432.562500 Penalty: 894.137634
	Iteration 112Q: 3 clusters Score -792432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -792431.812500 Penalty: 894.137634
	Iteration 113Q: 3 clusters Score -792431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -792433.375000 Penalty: 894.137634
	Iteration 114Q: 3 clusters Score -792433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -792433.500000 Penalty: 894.137634
	Iteration 115Q: 3 clusters Score -792433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -792431.312500 Penalty: 894.137634
	Iteration 116Q: 3 clusters Score -792431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -792433.062500 Penalty: 894.137634
	Iteration 117Q: 3 clusters Score -792433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -792433.062500 Penalty: 894.137634
	Iteration 118F: 3 clusters Score -792433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -115034.882812 Penalty: 359.343903
	Iteration 0F: 2 clusters Score -115034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -113183.421875 Penalty: 718.687805
	Iteration 0F: 3 clusters Score -113183.4 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -113799.187500 Penalty: 718.687805
	Iteration 1F: 3 clusters Score -113799.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -113883.820312 Penalty: 718.687805
	Iteration 2F: 3 clusters Score -113883.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -113964.851562 Penalty: 718.687805
	Iteration 3F: 3 clusters Score -113964.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -114033.906250 Penalty: 718.687805
	Iteration 4F: 3 clusters Score -114033.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -114118.812500 Penalty: 718.687805
	Iteration 5F: 3 clusters Score -114118.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -114217.234375 Penalty: 718.687805
	Iteration 6F: 3 clusters Score -114217.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114319.210938 Penalty: 718.687805
	Iteration 7Q: 3 clusters Score -114319.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114412.507812 Penalty: 718.687805
	Iteration 8Q: 3 clusters Score -114412.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114480.226562 Penalty: 718.687805
	Iteration 9Q: 3 clusters Score -114480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114535.757812 Penalty: 718.687805
	Iteration 10Q: 3 clusters Score -114535.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114582.875000 Penalty: 718.687805
	Iteration 11Q: 3 clusters Score -114582.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114613.507812 Penalty: 718.687805
	Iteration 12Q: 3 clusters Score -114613.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -114637.671875 Penalty: 718.687805
	Iteration 13Q: 3 clusters Score -114637.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114659.726562 Penalty: 718.687805
	Iteration 14Q: 3 clusters Score -114659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114676.031250 Penalty: 718.687805
	Iteration 15Q: 3 clusters Score -114676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -114685.515625 Penalty: 718.687805
	Iteration 16Q: 3 clusters Score -114685.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114694.421875 Penalty: 718.687805
	Iteration 17Q: 3 clusters Score -114694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -114703.867188 Penalty: 718.687805
	Iteration 18Q: 3 clusters Score -114703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114708.718750 Penalty: 718.687805
	Iteration 19Q: 3 clusters Score -114708.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114712.273438 Penalty: 718.687805
	Iteration 20F: 3 clusters Score -114712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114715.031250 Penalty: 718.687805
	Iteration 21Q: 3 clusters Score -114715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114716.273438 Penalty: 718.687805
	Iteration 22Q: 3 clusters Score -114716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -114717.296875 Penalty: 718.687805
	Iteration 23Q: 3 clusters Score -114717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -114718.289062 Penalty: 718.687805
	Iteration 24Q: 3 clusters Score -114718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -114719.234375 Penalty: 718.687805
	Iteration 25Q: 3 clusters Score -114719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -114719.640625 Penalty: 718.687805
	Iteration 26Q: 3 clusters Score -114719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114719.882812 Penalty: 718.687805
	Iteration 27Q: 3 clusters Score -114719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114719.882812 Penalty: 718.687805
	Iteration 28F: 3 clusters Score -114719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Entering Unmasked Estep 
Score: -911236.500000 Penalty: 452.382294
	Iteration 0F: 2 clusters Score -911236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -897361.875000 Penalty: 904.764587
	Iteration 0F: 3 clusters Score -897361.9 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -903045.187500 Penalty: 904.764587
	Iteration 1F: 3 clusters Score -903045.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -903423.437500 Penalty: 904.764587
	Iteration 2Q: 3 clusters Score -903423.4 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -903975.875000 Penalty: 904.764587
	Iteration 3F: 3 clusters Score -903975.9 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -904811.375000 Penalty: 904.764587
	Iteration 4F: 3 clusters Score -904811.4 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -906054.500000 Penalty: 904.764587
	Iteration 5F: 3 clusters Score -906054.5 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -907472.250000 Penalty: 904.764587
	Iteration 6F: 3 clusters Score -907472.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -908584.000000 Penalty: 904.764587
	Iteration 7F: 3 clusters Score -908584 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -909321.750000 Penalty: 904.764587
	Iteration 8Q: 3 clusters Score -909321.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -909888.812500 Penalty: 904.764587
	Iteration 9Q: 3 clusters Score -909888.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -910322.187500 Penalty: 904.764587
	Iteration 10Q: 3 clusters Score -910322.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -910636.062500 Penalty: 904.764587
	Iteration 11Q: 3 clusters Score -910636.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -910822.625000 Penalty: 904.764587
	Iteration 12Q: 3 clusters Score -910822.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -910921.562500 Penalty: 904.764587
	Iteration 13Q: 3 clusters Score -910921.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -910970.437500 Penalty: 904.764587
	Iteration 14Q: 3 clusters Score -910970.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -910996.687500 Penalty: 904.764587
	Iteration 15Q: 3 clusters Score -910996.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -911009.250000 Penalty: 904.764587
	Iteration 16Q: 3 clusters Score -911009.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -911013.187500 Penalty: 904.764587
	Iteration 17Q: 3 clusters Score -911013.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -911021.937500 Penalty: 904.764587
	Iteration 18Q: 3 clusters Score -911021.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -911023.375000 Penalty: 904.764587
	Iteration 19Q: 3 clusters Score -911023.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -911032.750000 Penalty: 904.764587
	Iteration 20F: 3 clusters Score -911032.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -911030.812500 Penalty: 904.764587
	Iteration 21Q: 3 clusters Score -911030.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -911028.937500 Penalty: 904.764587
	Iteration 22Q: 3 clusters Score -911028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -911031.250000 Penalty: 904.764587
	Iteration 23Q: 3 clusters Score -911031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -911031.312500 Penalty: 904.764587
	Iteration 24Q: 3 clusters Score -911031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -911032.062500 Penalty: 904.764587
	Iteration 25Q: 3 clusters Score -911032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -911030.500000 Penalty: 904.764587
	Iteration 26Q: 3 clusters Score -911030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -911031.937500 Penalty: 904.764587
	Iteration 27Q: 3 clusters Score -911031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -911031.750000 Penalty: 904.764587
	Iteration 28Q: 3 clusters Score -911031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -911030.687500 Penalty: 904.764587
	Iteration 29Q: 3 clusters Score -911030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -911031.250000 Penalty: 904.764587
	Iteration 30Q: 3 clusters Score -911031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -911031.562500 Penalty: 904.764587
	Iteration 31Q: 3 clusters Score -911031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -911031.562500 Penalty: 904.764587
	Iteration 32F: 3 clusters Score -911031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Entering Unmasked Estep 
Score: -1094159.750000 Penalty: 461.012207
	Iteration 0F: 2 clusters Score -1094160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1077247.875000 Penalty: 922.024414
	Iteration 0F: 3 clusters Score -1077248 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1084081.375000 Penalty: 922.024414
	Iteration 1F: 3 clusters Score -1084081 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1084470.625000 Penalty: 922.024414
	Iteration 2Q: 3 clusters Score -1084471 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1085006.125000 Penalty: 922.024414
	Iteration 3Q: 3 clusters Score -1085006 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1085794.750000 Penalty: 922.024414
	Iteration 4F: 3 clusters Score -1085795 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1087076.375000 Penalty: 922.024414
	Iteration 5F: 3 clusters Score -1087076 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1088520.375000 Penalty: 922.024414
	Iteration 6F: 3 clusters Score -1088520 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1089616.125000 Penalty: 922.024414
	Iteration 7F: 3 clusters Score -1089616 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1090181.625000 Penalty: 922.024414
	Iteration 8Q: 3 clusters Score -1090182 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1090473.500000 Penalty: 922.024414
	Iteration 9Q: 3 clusters Score -1090474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1090708.250000 Penalty: 922.024414
	Iteration 10Q: 3 clusters Score -1090708 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1090966.250000 Penalty: 922.024414
	Iteration 11Q: 3 clusters Score -1090966 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1091243.000000 Penalty: 922.024414
	Iteration 12Q: 3 clusters Score -1091243 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1091535.750000 Penalty: 922.024414
	Iteration 13Q: 3 clusters Score -1091536 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -1091784.375000 Penalty: 922.024414
	Iteration 14Q: 3 clusters Score -1091784 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1092075.000000 Penalty: 922.024414
	Iteration 15Q: 3 clusters Score -1092075 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1092351.125000 Penalty: 922.024414
	Iteration 16Q: 3 clusters Score -1092351 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -1092578.750000 Penalty: 922.024414
	Iteration 17Q: 3 clusters Score -1092579 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -1092756.625000 Penalty: 922.024414
	Iteration 18Q: 3 clusters Score -1092757 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -1092913.500000 Penalty: 922.024414
	Iteration 19Q: 3 clusters Score -1092914 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1093039.375000 Penalty: 922.024414
	Iteration 20F: 3 clusters Score -1093039 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -1093140.750000 Penalty: 922.024414
	Iteration 21Q: 3 clusters Score -1093141 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -1093224.250000 Penalty: 922.024414
	Iteration 22Q: 3 clusters Score -1093224 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -1093299.750000 Penalty: 922.024414
	Iteration 23Q: 3 clusters Score -1093300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1093351.250000 Penalty: 922.024414
	Iteration 24Q: 3 clusters Score -1093351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -1093396.000000 Penalty: 922.024414
	Iteration 25Q: 3 clusters Score -1093396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1093437.250000 Penalty: 922.024414
	Iteration 26Q: 3 clusters Score -1093437 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -1093479.000000 Penalty: 922.024414
	Iteration 27Q: 3 clusters Score -1093479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -1093518.625000 Penalty: 922.024414
	Iteration 28Q: 3 clusters Score -1093519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -1093552.125000 Penalty: 922.024414
	Iteration 29Q: 3 clusters Score -1093552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -1093584.000000 Penalty: 922.024414
	Iteration 30Q: 3 clusters Score -1093584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1093622.500000 Penalty: 922.024414
	Iteration 31Q: 3 clusters Score -1093622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -1093648.625000 Penalty: 922.024414
	Iteration 32Q: 3 clusters Score -1093649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -1093666.125000 Penalty: 922.024414
	Iteration 33Q: 3 clusters Score -1093666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -1093682.000000 Penalty: 922.024414
	Iteration 34Q: 3 clusters Score -1093682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -1093696.750000 Penalty: 922.024414
	Iteration 35Q: 3 clusters Score -1093697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1093709.000000 Penalty: 922.024414
	Iteration 36Q: 3 clusters Score -1093709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -1093717.000000 Penalty: 922.024414
	Iteration 37Q: 3 clusters Score -1093717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -1093721.375000 Penalty: 922.024414
	Iteration 38Q: 3 clusters Score -1093721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -1093733.500000 Penalty: 922.024414
	Iteration 39Q: 3 clusters Score -1093734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1093734.625000 Penalty: 922.024414
	Iteration 40F: 3 clusters Score -1093735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1093737.250000 Penalty: 922.024414
	Iteration 41Q: 3 clusters Score -1093737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -1093737.750000 Penalty: 922.024414
	Iteration 42Q: 3 clusters Score -1093738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -1093738.000000 Penalty: 922.024414
	Iteration 43Q: 3 clusters Score -1093738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -1093738.000000 Penalty: 922.024414
	Iteration 44F: 3 clusters Score -1093738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38828 members 
Mstep: Class 3 contains 141789 members 
Mstep: Class 4 contains 306539 members 
Mstep: Class 5 contains 126121 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 6741 members 
Mstep: Class 10 contains 290545 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 62207 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1097 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40397 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 18503 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 20795 members 
Mstep: Class 25 contains 25138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949604.000000 Penalty: 15839.890625
Iteration 359Q: 26 clusters Score -4.69496e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 38820 members 
Mstep: Class 3 contains 141914 members 
Mstep: Class 4 contains 306358 members 
Mstep: Class 5 contains 126087 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 6874 members 
Mstep: Class 9 contains 6754 members 
Mstep: Class 10 contains 290546 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 62280 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1094 members 
Mstep: Class 18 contains 9005 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40488 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 18481 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 20771 members 
Mstep: Class 25 contains 25124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949528.000000 Penalty: 15839.890625
Iteration 360F: 26 clusters Score -4.694953e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38819 members 
Mstep: Class 3 contains 142075 members 
Mstep: Class 4 contains 306161 members 
Mstep: Class 5 contains 126078 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 290528 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 62340 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1094 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 40560 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 18460 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 20747 members 
Mstep: Class 25 contains 25112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949676.000000 Penalty: 15839.890625
Iteration 361Q: 26 clusters Score -4.694968e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 38811 members 
Mstep: Class 3 contains 142210 members 
Mstep: Class 4 contains 305987 members 
Mstep: Class 5 contains 126068 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 10 contains 290504 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 62400 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 9016 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40628 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 20715 members 
Mstep: Class 25 contains 25104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949588.000000 Penalty: 15839.890625
Iteration 362Q: 26 clusters Score -4.694959e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38810 members 
Mstep: Class 3 contains 142335 members 
Mstep: Class 4 contains 305843 members 
Mstep: Class 5 contains 126064 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 290470 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62444 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40695 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 18437 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 20681 members 
Mstep: Class 25 contains 25106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949512.000000 Penalty: 15839.890625
Iteration 363Q: 26 clusters Score -4.694951e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38811 members 
Mstep: Class 3 contains 142464 members 
Mstep: Class 4 contains 305647 members 
Mstep: Class 5 contains 126077 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 6789 members 
Mstep: Class 10 contains 290459 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62499 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40753 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18428 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 20661 members 
Mstep: Class 25 contains 25104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949492.000000 Penalty: 15839.890625
Iteration 364Q: 26 clusters Score -4.694949e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38816 members 
Mstep: Class 3 contains 142536 members 
Mstep: Class 4 contains 305401 members 
Mstep: Class 5 contains 126106 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 290516 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62582 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 8983 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 40813 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18414 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 20643 members 
Mstep: Class 25 contains 25103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949488.000000 Penalty: 15839.890625
Iteration 365Q: 26 clusters Score -4.694949e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38806 members 
Mstep: Class 3 contains 142613 members 
Mstep: Class 4 contains 305152 members 
Mstep: Class 5 contains 126108 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 10 contains 290593 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62673 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40883 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 18401 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 20627 members 
Mstep: Class 25 contains 25101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949644.000000 Penalty: 15839.890625
Iteration 366Q: 26 clusters Score -4.694964e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38807 members 
Mstep: Class 3 contains 142644 members 
Mstep: Class 4 contains 304865 members 
Mstep: Class 5 contains 126115 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 6795 members 
Mstep: Class 10 contains 290712 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62773 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 8957 members 
Mstep: Class 19 contains 3510 members 
Mstep: Class 20 contains 40966 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 18401 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 20606 members 
Mstep: Class 25 contains 25106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949636.000000 Penalty: 15839.890625
Iteration 367Q: 26 clusters Score -4.694964e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38814 members 
Mstep: Class 3 contains 142688 members 
Mstep: Class 4 contains 304547 members 
Mstep: Class 5 contains 126161 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 10 contains 290807 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62864 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 41047 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 18400 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 20579 members 
Mstep: Class 25 contains 25097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949732.000000 Penalty: 15839.890625
Iteration 368Q: 26 clusters Score -4.694973e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38820 members 
Mstep: Class 3 contains 142755 members 
Mstep: Class 4 contains 304190 members 
Mstep: Class 5 contains 126206 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 290915 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 62946 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 41123 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 2736 members 
Mstep: Class 24 contains 20548 members 
Mstep: Class 25 contains 25093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949804.000000 Penalty: 15839.890625
Iteration 369Q: 26 clusters Score -4.69498e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38816 members 
Mstep: Class 3 contains 142816 members 
Mstep: Class 4 contains 303872 members 
Mstep: Class 5 contains 126220 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 291015 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 63054 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 41211 members 
Mstep: Class 21 contains 2273 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 25077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949808.000000 Penalty: 15839.890625
Iteration 370Q: 26 clusters Score -4.694981e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38817 members 
Mstep: Class 3 contains 142878 members 
Mstep: Class 4 contains 303589 members 
Mstep: Class 5 contains 126239 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 291074 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 63166 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 41290 members 
Mstep: Class 21 contains 2273 members 
Mstep: Class 22 contains 18406 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 25078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949856.000000 Penalty: 15839.890625
Iteration 371Q: 26 clusters Score -4.694986e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38813 members 
Mstep: Class 3 contains 142955 members 
Mstep: Class 4 contains 303320 members 
Mstep: Class 5 contains 126236 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6716 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 291144 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 63260 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 41375 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 18402 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 20432 members 
Mstep: Class 25 contains 25088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949876.000000 Penalty: 15839.890625
Iteration 372Q: 26 clusters Score -4.694988e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38804 members 
Mstep: Class 3 contains 143038 members 
Mstep: Class 4 contains 303044 members 
Mstep: Class 5 contains 126227 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 291247 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 63344 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 41449 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 2766 members 
Mstep: Class 24 contains 20406 members 
Mstep: Class 25 contains 25095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949824.000000 Penalty: 15839.890625
Iteration 373Q: 26 clusters Score -4.694982e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38800 members 
Mstep: Class 3 contains 143123 members 
Mstep: Class 4 contains 302792 members 
Mstep: Class 5 contains 126215 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 6556 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 10 contains 291310 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 63429 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 41525 members 
Mstep: Class 21 contains 2274 members 
Mstep: Class 22 contains 18402 members 
Mstep: Class 23 contains 2774 members 
Mstep: Class 24 contains 20369 members 
Mstep: Class 25 contains 25100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949800.000000 Penalty: 15839.890625
Iteration 374Q: 26 clusters Score -4.69498e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38793 members 
Mstep: Class 3 contains 143185 members 
Mstep: Class 4 contains 302576 members 
Mstep: Class 5 contains 126200 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6794 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 291370 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63517 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 8878 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 41592 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 18405 members 
Mstep: Class 23 contains 2778 members 
Mstep: Class 24 contains 20338 members 
Mstep: Class 25 contains 25108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949796.000000 Penalty: 15839.890625
Iteration 375Q: 26 clusters Score -4.69498e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38789 members 
Mstep: Class 3 contains 143253 members 
Mstep: Class 4 contains 302415 members 
Mstep: Class 5 contains 126164 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6828 members 
Mstep: Class 8 contains 6544 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 291389 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63618 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 2276 members 
Mstep: Class 22 contains 18407 members 
Mstep: Class 23 contains 2783 members 
Mstep: Class 24 contains 20311 members 
Mstep: Class 25 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949832.000000 Penalty: 15839.890625
Iteration 376Q: 26 clusters Score -4.694983e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38790 members 
Mstep: Class 3 contains 143295 members 
Mstep: Class 4 contains 302272 members 
Mstep: Class 5 contains 126145 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 291408 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63723 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 41690 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 18415 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 20297 members 
Mstep: Class 25 contains 25088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949760.000000 Penalty: 15839.890625
Iteration 377Q: 26 clusters Score -4.694976e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38775 members 
Mstep: Class 3 contains 143358 members 
Mstep: Class 4 contains 302129 members 
Mstep: Class 5 contains 126098 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 291436 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63821 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 8855 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 18422 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 20280 members 
Mstep: Class 25 contains 25087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949792.000000 Penalty: 15839.890625
Iteration 378Q: 26 clusters Score -4.694979e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38756 members 
Mstep: Class 3 contains 143422 members 
Mstep: Class 4 contains 302031 members 
Mstep: Class 5 contains 126019 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6922 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 10 contains 291459 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 63910 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1036 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 41806 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 18427 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 20252 members 
Mstep: Class 25 contains 25100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949900.000000 Penalty: 15839.890625
Iteration 379Q: 26 clusters Score -4.69499e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 143460 members 
Mstep: Class 4 contains 301975 members 
Mstep: Class 5 contains 125918 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 291492 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 63991 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 41875 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 18429 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 20220 members 
Mstep: Class 25 contains 25108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949860.000000 Penalty: 15839.890625
Iteration 380F: 26 clusters Score -4.694986e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38745 members 
Mstep: Class 3 contains 143495 members 
Mstep: Class 4 contains 301995 members 
Mstep: Class 5 contains 125780 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 291494 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 64096 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 41929 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 18429 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 20188 members 
Mstep: Class 25 contains 25111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949972.000000 Penalty: 15839.890625
Iteration 381Q: 26 clusters Score -4.694997e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 38740 members 
Mstep: Class 3 contains 143577 members 
Mstep: Class 4 contains 302053 members 
Mstep: Class 5 contains 125619 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 291449 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 64192 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 41990 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 18426 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 20155 members 
Mstep: Class 25 contains 25104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950000.000000 Penalty: 15839.890625
Iteration 382Q: 26 clusters Score -4.695e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38734 members 
Mstep: Class 3 contains 143666 members 
Mstep: Class 4 contains 302043 members 
Mstep: Class 5 contains 125498 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 291423 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 64273 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 42062 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 18425 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 20117 members 
Mstep: Class 25 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950044.000000 Penalty: 15839.890625
Iteration 383Q: 26 clusters Score -4.695004e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38725 members 
Mstep: Class 3 contains 143759 members 
Mstep: Class 4 contains 301993 members 
Mstep: Class 5 contains 125385 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7051 members 
Mstep: Class 8 contains 6425 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 291414 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 64375 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 42128 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 18425 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 20080 members 
Mstep: Class 25 contains 25085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950028.000000 Penalty: 15839.890625
Iteration 384Q: 26 clusters Score -4.695003e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38721 members 
Mstep: Class 3 contains 143807 members 
Mstep: Class 4 contains 301942 members 
Mstep: Class 5 contains 125282 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 6406 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 291438 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64483 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 42185 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 18427 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 20044 members 
Mstep: Class 25 contains 25067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950140.000000 Penalty: 15839.890625
Iteration 385Q: 26 clusters Score -4.695014e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38720 members 
Mstep: Class 3 contains 143901 members 
Mstep: Class 4 contains 301862 members 
Mstep: Class 5 contains 125178 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 6380 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 291449 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64562 members 
Mstep: Class 13 contains 1215 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 8846 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 42244 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 18427 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 20009 members 
Mstep: Class 25 contains 25056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950040.000000 Penalty: 15839.890625
Iteration 386Q: 26 clusters Score -4.695004e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38709 members 
Mstep: Class 3 contains 143994 members 
Mstep: Class 4 contains 301721 members 
Mstep: Class 5 contains 125080 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 10 contains 291540 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64634 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 42294 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 18423 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 19973 members 
Mstep: Class 25 contains 25040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950008.000000 Penalty: 15839.890625
Iteration 387Q: 26 clusters Score -4.695001e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38706 members 
Mstep: Class 3 contains 144091 members 
Mstep: Class 4 contains 301696 members 
Mstep: Class 5 contains 124950 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 291559 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64694 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 8856 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 42344 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 18425 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 19931 members 
Mstep: Class 25 contains 25014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950020.000000 Penalty: 15839.890625
Iteration 388Q: 26 clusters Score -4.695002e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38711 members 
Mstep: Class 3 contains 144201 members 
Mstep: Class 4 contains 301634 members 
Mstep: Class 5 contains 124823 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 6306 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 291594 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64742 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 42391 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 18435 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 19898 members 
Mstep: Class 25 contains 24991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949936.000000 Penalty: 15839.890625
Iteration 389Q: 26 clusters Score -4.694994e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38709 members 
Mstep: Class 3 contains 144288 members 
Mstep: Class 4 contains 301516 members 
Mstep: Class 5 contains 124712 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 7253 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 291687 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 64787 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 42441 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 18442 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 19871 members 
Mstep: Class 25 contains 24992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949912.000000 Penalty: 15839.890625
Iteration 390Q: 26 clusters Score -4.694991e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38710 members 
Mstep: Class 3 contains 144402 members 
Mstep: Class 4 contains 301393 members 
Mstep: Class 5 contains 124612 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 10 contains 291728 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 64843 members 
Mstep: Class 13 contains 1103 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 42492 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 18442 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 19847 members 
Mstep: Class 25 contains 24984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949896.000000 Penalty: 15839.890625
Iteration 391Q: 26 clusters Score -4.69499e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38712 members 
Mstep: Class 3 contains 144536 members 
Mstep: Class 4 contains 301245 members 
Mstep: Class 5 contains 124498 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 291778 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 64890 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 901 members 
Mstep: Class 18 contains 8881 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 42541 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 18443 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 19831 members 
Mstep: Class 25 contains 24980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949884.000000 Penalty: 15839.890625
Iteration 392Q: 26 clusters Score -4.694988e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38718 members 
Mstep: Class 3 contains 144659 members 
Mstep: Class 4 contains 301123 members 
Mstep: Class 5 contains 124353 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 291839 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 64940 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 8882 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 42581 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 19821 members 
Mstep: Class 25 contains 24981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949800.000000 Penalty: 15839.890625
Iteration 393Q: 26 clusters Score -4.69498e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38715 members 
Mstep: Class 3 contains 144748 members 
Mstep: Class 4 contains 300993 members 
Mstep: Class 5 contains 124223 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7371 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 291923 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 65019 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 42615 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 18436 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 19807 members 
Mstep: Class 25 contains 24979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949760.000000 Penalty: 15839.890625
Iteration 394Q: 26 clusters Score -4.694976e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38715 members 
Mstep: Class 3 contains 144818 members 
Mstep: Class 4 contains 300901 members 
Mstep: Class 5 contains 124084 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7393 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 291985 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 65113 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 42648 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 18437 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 19800 members 
Mstep: Class 25 contains 24966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949648.000000 Penalty: 15839.890625
Iteration 395Q: 26 clusters Score -4.694965e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 38711 members 
Mstep: Class 3 contains 144906 members 
Mstep: Class 4 contains 300806 members 
Mstep: Class 5 contains 123952 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7413 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 292038 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 65178 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 42688 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 18431 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 19797 members 
Mstep: Class 25 contains 24967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949608.000000 Penalty: 15839.890625
Iteration 396Q: 26 clusters Score -4.694961e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38715 members 
Mstep: Class 3 contains 144980 members 
Mstep: Class 4 contains 300692 members 
Mstep: Class 5 contains 123825 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7431 members 
Mstep: Class 8 contains 6156 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 292130 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 65244 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 42731 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 22 contains 18423 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 19786 members 
Mstep: Class 25 contains 24967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949692.000000 Penalty: 15839.890625
Iteration 397Q: 26 clusters Score -4.694969e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38722 members 
Mstep: Class 3 contains 145099 members 
Mstep: Class 4 contains 300571 members 
Mstep: Class 5 contains 123703 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 6141 members 
Mstep: Class 9 contains 6934 members 
Mstep: Class 10 contains 292193 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 65292 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 42775 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 18417 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 19770 members 
Mstep: Class 25 contains 24983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949716.000000 Penalty: 15839.890625
Iteration 398Q: 26 clusters Score -4.694972e+07 nChanged 1186
Entering ConstructFrom: 
Score: -46949716.000000 Penalty: 15839.890625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -71333.460938 Penalty: 334.942566
	Iteration 0F: 2 clusters Score -71333.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -70158.468750 Penalty: 669.885132
	Iteration 0F: 3 clusters Score -70158.47 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70506.710938 Penalty: 669.885132
	Iteration 1F: 3 clusters Score -70506.71 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70560.984375 Penalty: 669.885132
	Iteration 2F: 3 clusters Score -70560.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -70607.218750 Penalty: 669.885132
	Iteration 3F: 3 clusters Score -70607.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -70641.937500 Penalty: 669.885132
	Iteration 4Q: 3 clusters Score -70641.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70665.414062 Penalty: 669.885132
	Iteration 5Q: 3 clusters Score -70665.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70690.906250 Penalty: 669.885132
	Iteration 6Q: 3 clusters Score -70690.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -70709.828125 Penalty: 669.885132
	Iteration 7Q: 3 clusters Score -70709.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -70727.281250 Penalty: 669.885132
	Iteration 8Q: 3 clusters Score -70727.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -70746.117188 Penalty: 669.885132
	Iteration 9Q: 3 clusters Score -70746.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70758.718750 Penalty: 669.885132
	Iteration 10Q: 3 clusters Score -70758.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -70770.726562 Penalty: 669.885132
	Iteration 11Q: 3 clusters Score -70770.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70787.062500 Penalty: 669.885132
	Iteration 12Q: 3 clusters Score -70787.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70800.695312 Penalty: 669.885132
	Iteration 13Q: 3 clusters Score -70800.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -70817.937500 Penalty: 669.885132
	Iteration 14Q: 3 clusters Score -70817.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70843.406250 Penalty: 669.885132
	Iteration 15Q: 3 clusters Score -70843.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -70858.968750 Penalty: 669.885132
	Iteration 16Q: 3 clusters Score -70858.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -70866.679688 Penalty: 669.885132
	Iteration 17Q: 3 clusters Score -70866.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -70875.765625 Penalty: 669.885132
	Iteration 18Q: 3 clusters Score -70875.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -70883.101562 Penalty: 669.885132
	Iteration 19Q: 3 clusters Score -70883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -70887.953125 Penalty: 669.885132
	Iteration 20F: 3 clusters Score -70887.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -70891.585938 Penalty: 669.885132
	Iteration 21Q: 3 clusters Score -70891.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -70896.875000 Penalty: 669.885132
	Iteration 22Q: 3 clusters Score -70896.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70903.398438 Penalty: 669.885132
	Iteration 23Q: 3 clusters Score -70903.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -70909.523438 Penalty: 669.885132
	Iteration 24Q: 3 clusters Score -70909.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -70913.898438 Penalty: 669.885132
	Iteration 25Q: 3 clusters Score -70913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70915.945312 Penalty: 669.885132
	Iteration 26Q: 3 clusters Score -70915.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -70917.929688 Penalty: 669.885132
	Iteration 27Q: 3 clusters Score -70917.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -70920.140625 Penalty: 669.885132
	Iteration 28Q: 3 clusters Score -70920.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -70922.000000 Penalty: 669.885132
	Iteration 29Q: 3 clusters Score -70922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70923.546875 Penalty: 669.885132
	Iteration 30Q: 3 clusters Score -70923.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70924.710938 Penalty: 669.885132
	Iteration 31Q: 3 clusters Score -70924.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70925.406250 Penalty: 669.885132
	Iteration 32Q: 3 clusters Score -70925.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70925.601562 Penalty: 669.885132
	Iteration 33Q: 3 clusters Score -70925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70925.601562 Penalty: 669.885132
	Iteration 34F: 3 clusters Score -70925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Entering Unmasked Estep 
Score: -1572081.375000 Penalty: 480.680023
	Iteration 0F: 2 clusters Score -1572081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1546076.625000 Penalty: 961.360046
	Iteration 0F: 3 clusters Score -1546077 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1558118.750000 Penalty: 961.360046
	Iteration 1F: 3 clusters Score -1558119 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1559590.875000 Penalty: 961.360046
	Iteration 2F: 3 clusters Score -1559591 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1562055.875000 Penalty: 961.360046
	Iteration 3F: 3 clusters Score -1562056 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1565091.250000 Penalty: 961.360046
	Iteration 4F: 3 clusters Score -1565091 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1567520.625000 Penalty: 961.360046
	Iteration 5F: 3 clusters Score -1567521 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1568985.125000 Penalty: 961.360046
	Iteration 6Q: 3 clusters Score -1568985 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1569689.500000 Penalty: 961.360046
	Iteration 7Q: 3 clusters Score -1569690 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1570143.875000 Penalty: 961.360046
	Iteration 8Q: 3 clusters Score -1570144 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1570483.375000 Penalty: 961.360046
	Iteration 9Q: 3 clusters Score -1570483 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1570752.875000 Penalty: 961.360046
	Iteration 10Q: 3 clusters Score -1570753 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1570985.625000 Penalty: 961.360046
	Iteration 11Q: 3 clusters Score -1570986 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1571155.625000 Penalty: 961.360046
	Iteration 12Q: 3 clusters Score -1571156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1571278.125000 Penalty: 961.360046
	Iteration 13Q: 3 clusters Score -1571278 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1571388.250000 Penalty: 961.360046
	Iteration 14Q: 3 clusters Score -1571388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1571490.750000 Penalty: 961.360046
	Iteration 15Q: 3 clusters Score -1571491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1571551.625000 Penalty: 961.360046
	Iteration 16Q: 3 clusters Score -1571552 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1571619.875000 Penalty: 961.360046
	Iteration 17Q: 3 clusters Score -1571620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1571675.375000 Penalty: 961.360046
	Iteration 18Q: 3 clusters Score -1571675 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1571717.750000 Penalty: 961.360046
	Iteration 19Q: 3 clusters Score -1571718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1571750.750000 Penalty: 961.360046
	Iteration 20F: 3 clusters Score -1571751 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1571791.625000 Penalty: 961.360046
	Iteration 21Q: 3 clusters Score -1571792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1571817.125000 Penalty: 961.360046
	Iteration 22Q: 3 clusters Score -1571817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1571838.875000 Penalty: 961.360046
	Iteration 23Q: 3 clusters Score -1571839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1571852.750000 Penalty: 961.360046
	Iteration 24Q: 3 clusters Score -1571853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1571869.250000 Penalty: 961.360046
	Iteration 25Q: 3 clusters Score -1571869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1571886.500000 Penalty: 961.360046
	Iteration 26Q: 3 clusters Score -1571886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1571894.000000 Penalty: 961.360046
	Iteration 27Q: 3 clusters Score -1571894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1571904.375000 Penalty: 961.360046
	Iteration 28Q: 3 clusters Score -1571904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1571910.875000 Penalty: 961.360046
	Iteration 29Q: 3 clusters Score -1571911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1571921.750000 Penalty: 961.360046
	Iteration 30Q: 3 clusters Score -1571922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1571929.500000 Penalty: 961.360046
	Iteration 31Q: 3 clusters Score -1571930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1571933.500000 Penalty: 961.360046
	Iteration 32Q: 3 clusters Score -1571934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1571934.750000 Penalty: 961.360046
	Iteration 33Q: 3 clusters Score -1571935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1571938.375000 Penalty: 961.360046
	Iteration 34Q: 3 clusters Score -1571938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1571943.375000 Penalty: 961.360046
	Iteration 35Q: 3 clusters Score -1571943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1571952.250000 Penalty: 961.360046
	Iteration 36Q: 3 clusters Score -1571952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1571955.125000 Penalty: 961.360046
	Iteration 37Q: 3 clusters Score -1571955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1571961.250000 Penalty: 961.360046
	Iteration 38Q: 3 clusters Score -1571961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1571965.625000 Penalty: 961.360046
	Iteration 39Q: 3 clusters Score -1571966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1571966.750000 Penalty: 961.360046
	Iteration 40F: 3 clusters Score -1571967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1571971.875000 Penalty: 961.360046
	Iteration 41Q: 3 clusters Score -1571972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1571972.375000 Penalty: 961.360046
	Iteration 42Q: 3 clusters Score -1571972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1571972.750000 Penalty: 961.360046
	Iteration 43Q: 3 clusters Score -1571973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1571973.250000 Penalty: 961.360046
	Iteration 44Q: 3 clusters Score -1571973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1571972.375000 Penalty: 961.360046
	Iteration 45Q: 3 clusters Score -1571972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1571976.500000 Penalty: 961.360046
	Iteration 46Q: 3 clusters Score -1571976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1571980.750000 Penalty: 961.360046
	Iteration 47Q: 3 clusters Score -1571981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1571980.750000 Penalty: 961.360046
	Iteration 48Q: 3 clusters Score -1571981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1571984.250000 Penalty: 961.360046
	Iteration 49Q: 3 clusters Score -1571984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1571981.875000 Penalty: 961.360046
	Iteration 50Q: 3 clusters Score -1571982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1571981.250000 Penalty: 961.360046
	Iteration 51Q: 3 clusters Score -1571981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1571980.750000 Penalty: 961.360046
	Iteration 52Q: 3 clusters Score -1571981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1571980.250000 Penalty: 961.360046
	Iteration 53Q: 3 clusters Score -1571980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1571980.375000 Penalty: 961.360046
	Iteration 54Q: 3 clusters Score -1571980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1571980.250000 Penalty: 961.360046
	Iteration 55Q: 3 clusters Score -1571980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1571980.750000 Penalty: 961.360046
	Iteration 56Q: 3 clusters Score -1571981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1571983.500000 Penalty: 961.360046
	Iteration 57Q: 3 clusters Score -1571984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1571984.875000 Penalty: 961.360046
	Iteration 58Q: 3 clusters Score -1571985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1571984.625000 Penalty: 961.360046
	Iteration 59Q: 3 clusters Score -1571985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1571984.125000 Penalty: 961.360046
	Iteration 60F: 3 clusters Score -1571984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1571984.500000 Penalty: 961.360046
	Iteration 61Q: 3 clusters Score -1571984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1571985.125000 Penalty: 961.360046
	Iteration 62Q: 3 clusters Score -1571985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1571984.625000 Penalty: 961.360046
	Iteration 63Q: 3 clusters Score -1571985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571986.250000 Penalty: 961.360046
	Iteration 64Q: 3 clusters Score -1571986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1571987.125000 Penalty: 961.360046
	Iteration 65Q: 3 clusters Score -1571987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571986.750000 Penalty: 961.360046
	Iteration 66Q: 3 clusters Score -1571987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571986.750000 Penalty: 961.360046
	Iteration 67F: 3 clusters Score -1571987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Entering Unmasked Estep 
Score: -6455985.500000 Penalty: 540.813232
	Iteration 0F: 2 clusters Score -6455986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -6357163.500000 Penalty: 1081.626465
	Iteration 0F: 3 clusters Score -6357164 nChanged 71455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -6401276.500000 Penalty: 1081.626465
	Iteration 1F: 3 clusters Score -6401276 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -6403304.500000 Penalty: 1081.626465
	Iteration 2Q: 3 clusters Score -6403304 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6407167.500000 Penalty: 1081.626465
	Iteration 3F: 3 clusters Score -6407168 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -6413651.000000 Penalty: 1081.626465
	Iteration 4F: 3 clusters Score -6413651 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -6423076.500000 Penalty: 1081.626465
	Iteration 5F: 3 clusters Score -6423076 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6432984.500000 Penalty: 1081.626465
	Iteration 6F: 3 clusters Score -6432984 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -6440550.500000 Penalty: 1081.626465
	Iteration 7F: 3 clusters Score -6440550 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -6445259.000000 Penalty: 1081.626465
	Iteration 8Q: 3 clusters Score -6445259 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135365 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -6448409.500000 Penalty: 1081.626465
	Iteration 9Q: 3 clusters Score -6448410 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138022 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -6450541.500000 Penalty: 1081.626465
	Iteration 10Q: 3 clusters Score -6450542 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140012 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6452113.500000 Penalty: 1081.626465
	Iteration 11Q: 3 clusters Score -6452114 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6453229.000000 Penalty: 1081.626465
	Iteration 12Q: 3 clusters Score -6453229 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6453917.500000 Penalty: 1081.626465
	Iteration 13Q: 3 clusters Score -6453918 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6454410.500000 Penalty: 1081.626465
	Iteration 14Q: 3 clusters Score -6454410 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6454814.000000 Penalty: 1081.626465
	Iteration 15Q: 3 clusters Score -6454814 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6455085.000000 Penalty: 1081.626465
	Iteration 16Q: 3 clusters Score -6455085 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6455244.500000 Penalty: 1081.626465
	Iteration 17Q: 3 clusters Score -6455244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6455338.500000 Penalty: 1081.626465
	Iteration 18Q: 3 clusters Score -6455338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6455404.500000 Penalty: 1081.626465
	Iteration 19Q: 3 clusters Score -6455404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6455457.000000 Penalty: 1081.626465
	Iteration 20F: 3 clusters Score -6455457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6455476.000000 Penalty: 1081.626465
	Iteration 21Q: 3 clusters Score -6455476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6455491.500000 Penalty: 1081.626465
	Iteration 22Q: 3 clusters Score -6455492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144930 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6455513.500000 Penalty: 1081.626465
	Iteration 23Q: 3 clusters Score -6455514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6455520.000000 Penalty: 1081.626465
	Iteration 24Q: 3 clusters Score -6455520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144958 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6455518.500000 Penalty: 1081.626465
	Iteration 25Q: 3 clusters Score -6455518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6455524.000000 Penalty: 1081.626465
	Iteration 26Q: 3 clusters Score -6455524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6455520.000000 Penalty: 1081.626465
	Iteration 27Q: 3 clusters Score -6455520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6455523.500000 Penalty: 1081.626465
	Iteration 28Q: 3 clusters Score -6455524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6455528.000000 Penalty: 1081.626465
	Iteration 29Q: 3 clusters Score -6455528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6455528.000000 Penalty: 1081.626465
	Iteration 30F: 3 clusters Score -6455528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (300482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300482 members 
Entering Unmasked Estep 
Score: -13311033.000000 Penalty: 573.898010
	Iteration 0F: 2 clusters Score -1.331103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -13106089.000000 Penalty: 1147.796021
	Iteration 0F: 3 clusters Score -1.310609e+07 nChanged 148742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -13200794.000000 Penalty: 1147.796021
	Iteration 1F: 3 clusters Score -1.320079e+07 nChanged 19067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 102199 members 
Entering Unmasked Estep 
Score: -13211076.000000 Penalty: 1147.796021
	Iteration 2F: 3 clusters Score -1.321108e+07 nChanged 28072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226355 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -13232837.000000 Penalty: 1147.796021
	Iteration 3F: 3 clusters Score -1.323284e+07 nChanged 33752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260107 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -13266984.000000 Penalty: 1147.796021
	Iteration 4F: 3 clusters Score -1.326698e+07 nChanged 26687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286794 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -13296734.000000 Penalty: 1147.796021
	Iteration 5F: 3 clusters Score -1.329673e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297855 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -13308073.000000 Penalty: 1147.796021
	Iteration 6Q: 3 clusters Score -1.330807e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300136 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13310204.000000 Penalty: 1147.796021
	Iteration 7Q: 3 clusters Score -1.33102e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300426 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13310460.000000 Penalty: 1147.796021
	Iteration 8Q: 3 clusters Score -1.331046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300450 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -13310524.000000 Penalty: 1147.796021
	Iteration 9Q: 3 clusters Score -1.331052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300448 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -13310536.000000 Penalty: 1147.796021
	Iteration 10Q: 3 clusters Score -1.331054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300447 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -13310532.000000 Penalty: 1147.796021
	Iteration 11Q: 3 clusters Score -1.331053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300447 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -13310532.000000 Penalty: 1147.796021
	Iteration 12F: 3 clusters Score -1.331053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (123584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Entering Unmasked Estep 
Score: -5449800.500000 Penalty: 533.472778
	Iteration 0F: 2 clusters Score -5449800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -5366165.000000 Penalty: 1066.945557
	Iteration 0F: 3 clusters Score -5366165 nChanged 60553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -5403976.500000 Penalty: 1066.945557
	Iteration 1F: 3 clusters Score -5403976 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -5405347.000000 Penalty: 1066.945557
	Iteration 2Q: 3 clusters Score -5405347 nChanged 4794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5409033 nChanged 5387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5411852 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5415776 nChanged 6991
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Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5421098 nChanged 6961
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Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5427234 nChanged 6291
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Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5432598 nChanged 5150
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Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5436316 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5438667 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5440126 nChanged 2334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5441172 nChanged 1905
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Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5441912 nChanged 1612
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Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5442505 nChanged 1397
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Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5442982 nChanged 1256
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Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5443345 nChanged 1143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5443632 nChanged 1037
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Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5443918 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5444180 nChanged 1012
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5444418 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5444629 nChanged 907
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Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5444844 nChanged 867
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Mstep: Class 2 contains 102261 members 
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	Iteration 24Q: 3 clusters Score -5445053 nChanged 861
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Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5445238 nChanged 872
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Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5445400 nChanged 853
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Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5445600 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5445722 nChanged 669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5445863 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5445984 nChanged 671
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Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5446150 nChanged 679
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Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5446315 nChanged 559
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Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5446412 nChanged 408
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Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5446469 nChanged 278
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Mstep: Class 1 contains 22822 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5446479 nChanged 192
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Mstep: Class 1 contains 22858 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5446494 nChanged 157
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Mstep: Class 1 contains 22867 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5446503 nChanged 123
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Mstep: Class 1 contains 22906 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5446507 nChanged 92
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Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 100638 members 
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	Iteration 39Q: 3 clusters Score -5446507 nChanged 66
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Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5446555 nChanged 123
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Mstep: Class 1 contains 23081 members 
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	Iteration 41Q: 3 clusters Score -5446574 nChanged 141
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5446566 nChanged 125
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Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 100305 members 
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	Iteration 43Q: 3 clusters Score -5446566 nChanged 95
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Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5446558 nChanged 103
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Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5446556 nChanged 98
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Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5446553 nChanged 80
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Mstep: Class 1 contains 23607 members 
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	Iteration 47Q: 3 clusters Score -5446556 nChanged 60
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Mstep: Class 1 contains 23655 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5446560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5446570 nChanged 59
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Mstep: Class 1 contains 23774 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5446569 nChanged 69
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Mstep: Class 1 contains 23843 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5446562 nChanged 73
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Mstep: Class 1 contains 23916 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5446570 nChanged 82
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Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5446562 nChanged 97
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Mstep: Class 1 contains 24095 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5446572 nChanged 84
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Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5446574 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5446572 nChanged 76
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Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5446577 nChanged 78
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Mstep: Class 1 contains 24415 members 
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	Iteration 58Q: 3 clusters Score -5446577 nChanged 75
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Mstep: Class 1 contains 24490 members 
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	Iteration 59Q: 3 clusters Score -5446578 nChanged 108
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Mstep: Class 1 contains 24598 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5446570 nChanged 78
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Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5446572 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5446576 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5446584 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 98639 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5446568 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5446580 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5446583 nChanged 153
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Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5446598 nChanged 144
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Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5446578 nChanged 120
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Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 98006 members 
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	Iteration 69Q: 3 clusters Score -5446572 nChanged 109
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Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 97897 members 
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	Iteration 70Q: 3 clusters Score -5446595 nChanged 108
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Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 97789 members 
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	Iteration 71Q: 3 clusters Score -5446604 nChanged 102
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	Iteration 72Q: 3 clusters Score -5446608 nChanged 125
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Mstep: Class 1 contains 26022 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5446612 nChanged 151
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Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5446606 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26297 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5446604 nChanged 145
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Mstep: Class 1 contains 26442 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5446602 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5446610 nChanged 204
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Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5446627 nChanged 208
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Mstep: Class 1 contains 27032 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5446622 nChanged 199
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Mstep: Class 1 contains 27231 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5446634 nChanged 175
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Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5446641 nChanged 220
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Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5446661 nChanged 229
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Mstep: Class 1 contains 27855 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5446665 nChanged 215
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Mstep: Class 1 contains 28070 members 
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	Iteration 84Q: 3 clusters Score -5446671 nChanged 266
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Mstep: Class 2 contains 95248 members 
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	Iteration 85Q: 3 clusters Score -5446685 nChanged 266
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Mstep: Class 1 contains 28602 members 
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	Iteration 86Q: 3 clusters Score -5446698 nChanged 285
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Mstep: Class 2 contains 94697 members 
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	Iteration 87Q: 3 clusters Score -5446698 nChanged 282
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Mstep: Class 1 contains 29169 members 
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	Iteration 88Q: 3 clusters Score -5446711 nChanged 309
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Mstep: Class 2 contains 94106 members 
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	Iteration 89Q: 3 clusters Score -5446733 nChanged 302
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Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 93804 members 
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	Iteration 90Q: 3 clusters Score -5446750 nChanged 329
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Mstep: Class 1 contains 30109 members 
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	Iteration 91Q: 3 clusters Score -5446762 nChanged 339
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Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 93136 members 
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	Iteration 92Q: 3 clusters Score -5446780 nChanged 334
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Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 92802 members 
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	Iteration 93Q: 3 clusters Score -5446790 nChanged 290
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Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5446822 nChanged 325
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Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -5446827.500000 Penalty: 1066.945557
	Iteration 95Q: 3 clusters Score -5446828 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5446825 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5446822 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5446832 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5446892 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -5446894.500000 Penalty: 1066.945557
	Iteration 100F: 3 clusters Score -5446894 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -5446902.500000 Penalty: 1066.945557
	Iteration 101Q: 3 clusters Score -5446902 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5446919 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5446928 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -5446926.500000 Penalty: 1066.945557
	Iteration 104Q: 3 clusters Score -5446926 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5446940 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5446984 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5446985 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5447020 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -5447045.500000 Penalty: 1066.945557
	Iteration 109Q: 3 clusters Score -5447046 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5447071 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5447086 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -5447103.000000 Penalty: 1066.945557
	Iteration 112Q: 3 clusters Score -5447103 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5447122 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -5447137.500000 Penalty: 1066.945557
	Iteration 114Q: 3 clusters Score -5447138 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5447182 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5447225 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -5447241.000000 Penalty: 1066.945557
	Iteration 117Q: 3 clusters Score -5447241 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5447264 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5447282 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -5447303.000000 Penalty: 1066.945557
	Iteration 120F: 3 clusters Score -5447303 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5447358 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -5447356.500000 Penalty: 1066.945557
	Iteration 122Q: 3 clusters Score -5447356 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5447386 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5447410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5447433 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5447455 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5447472 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -5447490.000000 Penalty: 1066.945557
	Iteration 128Q: 3 clusters Score -5447490 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -5447501.000000 Penalty: 1066.945557
	Iteration 129Q: 3 clusters Score -5447501 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -5447531.500000 Penalty: 1066.945557
	Iteration 130Q: 3 clusters Score -5447532 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -5447549.000000 Penalty: 1066.945557
	Iteration 131Q: 3 clusters Score -5447549 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -5447553.000000 Penalty: 1066.945557
	Iteration 132Q: 3 clusters Score -5447553 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -5447586.500000 Penalty: 1066.945557
	Iteration 133Q: 3 clusters Score -5447586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -5447608.500000 Penalty: 1066.945557
	Iteration 134Q: 3 clusters Score -5447608 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5447633 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -5447675.500000 Penalty: 1066.945557
	Iteration 136Q: 3 clusters Score -5447676 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -5447682.000000 Penalty: 1066.945557
	Iteration 137Q: 3 clusters Score -5447682 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -5447710.500000 Penalty: 1066.945557
	Iteration 138Q: 3 clusters Score -5447710 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -5447744.000000 Penalty: 1066.945557
	Iteration 139Q: 3 clusters Score -5447744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -5447774.000000 Penalty: 1066.945557
	Iteration 140F: 3 clusters Score -5447774 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -5447809.000000 Penalty: 1066.945557
	Iteration 141Q: 3 clusters Score -5447809 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -5447806.500000 Penalty: 1066.945557
	Iteration 142Q: 3 clusters Score -5447806 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -5447818.500000 Penalty: 1066.945557
	Iteration 143Q: 3 clusters Score -5447818 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -5447860.500000 Penalty: 1066.945557
	Iteration 144Q: 3 clusters Score -5447860 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5447890 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5447948 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5447960 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5447958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -5448009.000000 Penalty: 1066.945557
	Iteration 149Q: 3 clusters Score -5448009 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -5448024.500000 Penalty: 1066.945557
	Iteration 150Q: 3 clusters Score -5448024 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5448046 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -5448067.500000 Penalty: 1066.945557
	Iteration 152Q: 3 clusters Score -5448068 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -5448047.500000 Penalty: 1066.945557
	Iteration 153Q: 3 clusters Score -5448048 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5448060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -5448058.000000 Penalty: 1066.945557
	Iteration 155Q: 3 clusters Score -5448058 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5448096 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -5448090.500000 Penalty: 1066.945557
	Iteration 157Q: 3 clusters Score -5448090 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -5448108.500000 Penalty: 1066.945557
	Iteration 158Q: 3 clusters Score -5448108 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -5448112.000000 Penalty: 1066.945557
	Iteration 159Q: 3 clusters Score -5448112 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -5448140.500000 Penalty: 1066.945557
	Iteration 160F: 3 clusters Score -5448140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -5448179.500000 Penalty: 1066.945557
	Iteration 161Q: 3 clusters Score -5448180 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -5448193.500000 Penalty: 1066.945557
	Iteration 162Q: 3 clusters Score -5448194 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -5448207.500000 Penalty: 1066.945557
	Iteration 163Q: 3 clusters Score -5448208 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -5448219.000000 Penalty: 1066.945557
	Iteration 164Q: 3 clusters Score -5448219 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5448250 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -5448259.000000 Penalty: 1066.945557
	Iteration 166Q: 3 clusters Score -5448259 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5448278 nChanged 398
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Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -5448285.000000 Penalty: 1066.945557
	Iteration 168Q: 3 clusters Score -5448285 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -5448331.000000 Penalty: 1066.945557
	Iteration 169Q: 3 clusters Score -5448331 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -5448384.000000 Penalty: 1066.945557
	Iteration 170Q: 3 clusters Score -5448384 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -5448397.500000 Penalty: 1066.945557
	Iteration 171Q: 3 clusters Score -5448398 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -5448433.000000 Penalty: 1066.945557
	Iteration 172Q: 3 clusters Score -5448433 nChanged 340
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Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -5448443.500000 Penalty: 1066.945557
	Iteration 173Q: 3 clusters Score -5448444 nChanged 354
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Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -5448431.500000 Penalty: 1066.945557
	Iteration 174Q: 3 clusters Score -5448432 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -5448450.000000 Penalty: 1066.945557
	Iteration 175Q: 3 clusters Score -5448450 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -5448457.000000 Penalty: 1066.945557
	Iteration 176Q: 3 clusters Score -5448457 nChanged 334
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Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -5448480.500000 Penalty: 1066.945557
	Iteration 177Q: 3 clusters Score -5448480 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -5448492.500000 Penalty: 1066.945557
	Iteration 178Q: 3 clusters Score -5448492 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -5448525.000000 Penalty: 1066.945557
	Iteration 179Q: 3 clusters Score -5448525 nChanged 323
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Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -5448534.500000 Penalty: 1066.945557
	Iteration 180F: 3 clusters Score -5448534 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5448546 nChanged 284
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Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -5448552.500000 Penalty: 1066.945557
	Iteration 182Q: 3 clusters Score -5448552 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5448568 nChanged 274
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Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5448586 nChanged 245
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Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5448586 nChanged 262
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Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5448594 nChanged 268
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Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5448606 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5448638 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5448628 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5448648 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5448664 nChanged 240
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Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -5448718.500000 Penalty: 1066.945557
	Iteration 200F: 3 clusters Score -5448718 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5448724 nChanged 191
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Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5448699 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5448703 nChanged 200
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Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5448715 nChanged 231
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Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -5448723.000000 Penalty: 1066.945557
	Iteration 206Q: 3 clusters Score -5448723 nChanged 244
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Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5448743 nChanged 243
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Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5448736 nChanged 227
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Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5448744 nChanged 226
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Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5448754 nChanged 221
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Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5448752 nChanged 208
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Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5448775 nChanged 247
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Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5448805 nChanged 211
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Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -5448813.000000 Penalty: 1066.945557
	Iteration 215Q: 3 clusters Score -5448813 nChanged 226
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Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5448843 nChanged 204
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Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5448838 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5448842 nChanged 182
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Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5448830 nChanged 186
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Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 51049 members 
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	Iteration 220F: 3 clusters Score -5448825 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5448835 nChanged 176
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Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5448842 nChanged 155
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Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5448834 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5448827 nChanged 142
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Mstep: Class 1 contains 73337 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5448842 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5448842 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5448838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5448836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5448846 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5448840 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5448836 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5448846 nChanged 114
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Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 49302 members 
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	Iteration 233Q: 3 clusters Score -5448840 nChanged 108
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Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 49194 members 
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	Iteration 234Q: 3 clusters Score -5448845 nChanged 110
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Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 49084 members 
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Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 48961 members 
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	Iteration 236Q: 3 clusters Score -5448844 nChanged 134
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Mstep: Class 1 contains 74757 members 
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	Iteration 237Q: 3 clusters Score -5448828 nChanged 111
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Mstep: Class 1 contains 74868 members 
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	Iteration 238Q: 3 clusters Score -5448834 nChanged 109
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Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 48607 members 
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	Iteration 239Q: 3 clusters Score -5448824 nChanged 96
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Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5448817.500000 Penalty: 1066.945557
	Iteration 240F: 3 clusters Score -5448818 nChanged 94
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Mstep: Class 1 contains 75167 members 
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	Iteration 241Q: 3 clusters Score -5448818 nChanged 113
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Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5448822 nChanged 125
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Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 48179 members 
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	Iteration 243Q: 3 clusters Score -5448836 nChanged 116
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Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5448832 nChanged 135
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Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 47928 members 
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Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 47780 members 
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	Iteration 246Q: 3 clusters Score -5448830 nChanged 139
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Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5448820 nChanged 137
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Mstep: Class 1 contains 76080 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5448813 nChanged 123
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Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5448824 nChanged 107
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Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5448829.000000 Penalty: 1066.945557
	Iteration 250Q: 3 clusters Score -5448829 nChanged 103
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Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5448838 nChanged 113
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Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5448840 nChanged 96
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Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5448850 nChanged 97
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Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5448852 nChanged 107
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Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 46758 members 
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	Iteration 255Q: 3 clusters Score -5448838 nChanged 109
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Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5448840 nChanged 114
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Mstep: Class 1 contains 77049 members 
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	Iteration 257Q: 3 clusters Score -5448840 nChanged 114
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Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5448846 nChanged 114
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Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5448852 nChanged 109
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Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5448857 nChanged 98
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Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 46100 members 
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	Iteration 261Q: 3 clusters Score -5448852 nChanged 108
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Mstep: Class 1 contains 77592 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5448856 nChanged 104
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Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5448860 nChanged 125
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Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5448866 nChanged 121
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Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5448886 nChanged 133
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Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 45509 members 
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	Iteration 266Q: 3 clusters Score -5448896 nChanged 138
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Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5448892 nChanged 142
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Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 45229 members 
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	Iteration 268Q: 3 clusters Score -5448888 nChanged 135
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Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 45094 members 
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	Iteration 269Q: 3 clusters Score -5448898 nChanged 135
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Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 44959 members 
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	Iteration 270Q: 3 clusters Score -5448877 nChanged 159
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Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 44800 members 
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	Iteration 271Q: 3 clusters Score -5448874 nChanged 167
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Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 44633 members 
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	Iteration 272Q: 3 clusters Score -5448862 nChanged 184
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Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 44449 members 
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	Iteration 273Q: 3 clusters Score -5448884 nChanged 175
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Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 44274 members 
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	Iteration 274Q: 3 clusters Score -5448892 nChanged 189
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Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 44085 members 
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	Iteration 275Q: 3 clusters Score -5448877 nChanged 206
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Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5448906 nChanged 195
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Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 43684 members 
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	Iteration 277Q: 3 clusters Score -5448904 nChanged 162
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Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 43522 members 
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	Iteration 278Q: 3 clusters Score -5448900 nChanged 155
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Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 43367 members 
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	Iteration 279Q: 3 clusters Score -5448900 nChanged 137
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Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5448889.500000 Penalty: 1066.945557
	Iteration 280F: 3 clusters Score -5448890 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5448903 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5448896 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5448901 nChanged 161
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Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5448890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5448880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5448880 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5448907 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5448907 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5448906 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5448912 nChanged 231
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Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5448944 nChanged 239
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Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5448949 nChanged 211
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Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5448951 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5448959 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5448945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5448950 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5448948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5448950 nChanged 208
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Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5448966 nChanged 172
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Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 38776 members 
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Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 38644 members 
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	Iteration 304Q: 3 clusters Score -5448985 nChanged 138
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Mstep: Class 1 contains 85078 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85381 members 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5449014 nChanged 165
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Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5448986 nChanged 183
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Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5449009 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5449024 nChanged 171
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Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5449041 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5449064 nChanged 175
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Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5449081 nChanged 196
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Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -5449082 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5449067 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5449080 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87546 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5449103 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5449084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5449069 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -5449102 nChanged 232
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Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -5449077 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5449108 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5449100 nChanged 226
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Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -5449122 nChanged 214
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Mstep: Class 1 contains 89681 members 
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -5449148 nChanged 216
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	Iteration 330Q: 3 clusters Score -5449147 nChanged 214
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Mstep: Class 1 contains 90111 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -5449162 nChanged 191
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Mstep: Class 1 contains 90302 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 90487 members 
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Mstep: Class 1 contains 90667 members 
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	Iteration 334Q: 3 clusters Score -5449196 nChanged 147
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Mstep: Class 1 contains 90814 members 
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	Iteration 335Q: 3 clusters Score -5449186 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90960 members 
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	Iteration 336Q: 3 clusters Score -5449168 nChanged 139
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Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 32485 members 
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Mstep: Class 1 contains 91221 members 
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -5449184 nChanged 115
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Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 32248 members 
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	Iteration 339Q: 3 clusters Score -5449184 nChanged 94
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Mstep: Class 1 contains 91430 members 
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	Iteration 340F: 3 clusters Score -5449182 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91522 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 91629 members 
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	Iteration 343Q: 3 clusters Score -5449199 nChanged 100
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Mstep: Class 1 contains 91842 members 
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Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -5449190 nChanged 109
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Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -5449198 nChanged 99
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Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -5449200 nChanged 99
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Mstep: Class 1 contains 92149 members 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -5449214 nChanged 102
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Mstep: Class 1 contains 92251 members 
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Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 31230 members 
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	Iteration 349Q: 3 clusters Score -5449191 nChanged 107
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Mstep: Class 1 contains 92461 members 
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -5449188 nChanged 99
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Mstep: Class 1 contains 92560 members 
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	Iteration 351Q: 3 clusters Score -5449200 nChanged 110
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Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 30914 members 
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	Iteration 352Q: 3 clusters Score -5449195 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -5449196 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 30718 members 
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	Iteration 354Q: 3 clusters Score -5449191 nChanged 102
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Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -5449186 nChanged 91
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Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 30525 members 
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	Iteration 356Q: 3 clusters Score -5449183 nChanged 79
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Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -5449190 nChanged 83
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Mstep: Class 1 contains 93221 members 
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Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -5449194 nChanged 85
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Mstep: Class 1 contains 93306 members 
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	Iteration 359Q: 3 clusters Score -5449194 nChanged 96
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Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 30182 members 
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	Iteration 360F: 3 clusters Score -5449192 nChanged 64
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Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 30118 members 
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	Iteration 361Q: 3 clusters Score -5449184 nChanged 72
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Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 30046 members 
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	Iteration 362Q: 3 clusters Score -5449178 nChanged 71
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Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -5449164 nChanged 64
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Mstep: Class 1 contains 93673 members 
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Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -5449156 nChanged 54
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Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 29857 members 
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	Iteration 365Q: 3 clusters Score -5449156 nChanged 75
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Mstep: Class 2 contains 29782 members 
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	Iteration 366Q: 3 clusters Score -5449155 nChanged 85
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Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -5449166 nChanged 81
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Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -5449174 nChanged 76
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Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -5449186 nChanged 82
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Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 29376 members 
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	Iteration 371Q: 3 clusters Score -5449198 nChanged 88
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Mstep: Class 1 contains 94296 members 
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Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -5449196 nChanged 94
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Mstep: Class 1 contains 94390 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -5449212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -5449196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -5449196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -5449192 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -5449204 nChanged 78
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Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -5449218 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96290 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97519 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97906 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -5449229 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98029 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 25504 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -5449226 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -5449230 nChanged 46
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Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -5449225 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98367 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98415 members 
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Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -5449224 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98460 members 
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -5449224 nChanged 39
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Mstep: Class 1 contains 98499 members 
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	Iteration 425Q: 3 clusters Score -5449225 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98544 members 
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	Iteration 426Q: 3 clusters Score -5449228 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98594 members 
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -5449232 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98653 members 
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Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -5449232 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98707 members 
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Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -5449228 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98783 members 
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	Iteration 430Q: 3 clusters Score -5449224 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98869 members 
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Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -5449234 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98954 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -5449239 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99136 members 
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	Iteration 434Q: 3 clusters Score -5449247 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99231 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 99327 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 99430 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 23890 members 
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	Iteration 445Q: 3 clusters Score -5449244 nChanged 81
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Mstep: Class 1 contains 100947 members 
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Mstep: Class 1 contains 101015 members 
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	Iteration 465Q: 3 clusters Score -5449254 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5449264.500000 Penalty: 1066.945557
	Iteration 466Q: 3 clusters Score -5449264 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5449267.500000 Penalty: 1066.945557
	Iteration 467Q: 3 clusters Score -5449268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5449268.000000 Penalty: 1066.945557
	Iteration 468Q: 3 clusters Score -5449268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5449273.000000 Penalty: 1066.945557
	Iteration 469Q: 3 clusters Score -5449273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5449277.000000 Penalty: 1066.945557
	Iteration 470Q: 3 clusters Score -5449277 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5449281.000000 Penalty: 1066.945557
	Iteration 471Q: 3 clusters Score -5449281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5449278.500000 Penalty: 1066.945557
	Iteration 472Q: 3 clusters Score -5449278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5449283.000000 Penalty: 1066.945557
	Iteration 473Q: 3 clusters Score -5449283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5449273.000000 Penalty: 1066.945557
	Iteration 474Q: 3 clusters Score -5449273 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5449274.500000 Penalty: 1066.945557
	Iteration 475Q: 3 clusters Score -5449274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5449276.000000 Penalty: 1066.945557
	Iteration 476Q: 3 clusters Score -5449276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5449273.000000 Penalty: 1066.945557
	Iteration 477Q: 3 clusters Score -5449273 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -5449266.500000 Penalty: 1066.945557
	Iteration 478Q: 3 clusters Score -5449266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -5449270.500000 Penalty: 1066.945557
	Iteration 479Q: 3 clusters Score -5449270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5449274.500000 Penalty: 1066.945557
	Iteration 480F: 3 clusters Score -5449274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5449287.500000 Penalty: 1066.945557
	Iteration 481Q: 3 clusters Score -5449288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5449284.000000 Penalty: 1066.945557
	Iteration 482Q: 3 clusters Score -5449284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5449271.500000 Penalty: 1066.945557
	Iteration 483Q: 3 clusters Score -5449272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5449270.500000 Penalty: 1066.945557
	Iteration 484Q: 3 clusters Score -5449270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5449268.500000 Penalty: 1066.945557
	Iteration 485Q: 3 clusters Score -5449268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5449271.500000 Penalty: 1066.945557
	Iteration 486Q: 3 clusters Score -5449272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5449267.500000 Penalty: 1066.945557
	Iteration 487Q: 3 clusters Score -5449268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5449271.500000 Penalty: 1066.945557
	Iteration 488Q: 3 clusters Score -5449272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -5449283.000000 Penalty: 1066.945557
	Iteration 489Q: 3 clusters Score -5449283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5449274.500000 Penalty: 1066.945557
	Iteration 490Q: 3 clusters Score -5449274 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5449290.500000 Penalty: 1066.945557
	Iteration 491Q: 3 clusters Score -5449290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5449282.000000 Penalty: 1066.945557
	Iteration 492Q: 3 clusters Score -5449282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5449282.500000 Penalty: 1066.945557
	Iteration 493Q: 3 clusters Score -5449282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5449300.500000 Penalty: 1066.945557
	Iteration 494Q: 3 clusters Score -5449300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5449299.500000 Penalty: 1066.945557
	Iteration 495Q: 3 clusters Score -5449300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5449301.000000 Penalty: 1066.945557
	Iteration 496Q: 3 clusters Score -5449301 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5449297.500000 Penalty: 1066.945557
	Iteration 497Q: 3 clusters Score -5449298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5449303.000000 Penalty: 1066.945557
	Iteration 498Q: 3 clusters Score -5449303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5449317.000000 Penalty: 1066.945557
	Iteration 499Q: 3 clusters Score -5449317 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -5449320.000000 Penalty: 1066.945557
	Iteration 500F: 3 clusters Score -5449320 nChanged 110
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6004.264648 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -6004.265 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 106 members 
Entering Unmasked Estep 
Score: -5760.661133 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -5760.661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5866.458984 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -5866.459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5879.409180 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -5879.409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5885.786133 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -5885.786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5891.964844 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -5891.965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5896.393066 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -5896.393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5906.709473 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -5906.709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5924.192871 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -5924.193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5949.105957 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -5949.106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5965.999512 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -5966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5973.281250 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -5973.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5975.400391 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -5975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5976.748535 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -5976.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5976.748535 Penalty: 481.690735
	Iteration 13F: 3 clusters Score -5976.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -326260.218750 Penalty: 405.743744
	Iteration 0F: 2 clusters Score -326260.2 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 3703 members 
Entering Unmasked Estep 
Score: -321254.781250 Penalty: 811.487488
	Iteration 0F: 3 clusters Score -321254.8 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -323273.406250 Penalty: 811.487488
	Iteration 1F: 3 clusters Score -323273.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -323472.593750 Penalty: 811.487488
	Iteration 2Q: 3 clusters Score -323472.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -323780.437500 Penalty: 811.487488
	Iteration 3F: 3 clusters Score -323780.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -324209.906250 Penalty: 811.487488
	Iteration 4F: 3 clusters Score -324209.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -324709.375000 Penalty: 811.487488
	Iteration 5F: 3 clusters Score -324709.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -325147.750000 Penalty: 811.487488
	Iteration 6F: 3 clusters Score -325147.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -325455.156250 Penalty: 811.487488
	Iteration 7F: 3 clusters Score -325455.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -325564.093750 Penalty: 811.487488
	Iteration 8Q: 3 clusters Score -325564.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -325615.906250 Penalty: 811.487488
	Iteration 9Q: 3 clusters Score -325615.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -325654.437500 Penalty: 811.487488
	Iteration 10Q: 3 clusters Score -325654.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -325691.500000 Penalty: 811.487488
	Iteration 11Q: 3 clusters Score -325691.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -325728.593750 Penalty: 811.487488
	Iteration 12Q: 3 clusters Score -325728.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -325762.218750 Penalty: 811.487488
	Iteration 13Q: 3 clusters Score -325762.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -325781.843750 Penalty: 811.487488
	Iteration 14Q: 3 clusters Score -325781.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -325790.593750 Penalty: 811.487488
	Iteration 15Q: 3 clusters Score -325790.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -325795.375000 Penalty: 811.487488
	Iteration 16Q: 3 clusters Score -325795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -325797.218750 Penalty: 811.487488
	Iteration 17Q: 3 clusters Score -325797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -325799.187500 Penalty: 811.487488
	Iteration 18Q: 3 clusters Score -325799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -325800.343750 Penalty: 811.487488
	Iteration 19Q: 3 clusters Score -325800.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -325801.843750 Penalty: 811.487488
	Iteration 20F: 3 clusters Score -325801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -325802.031250 Penalty: 811.487488
	Iteration 21Q: 3 clusters Score -325802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -325802.718750 Penalty: 811.487488
	Iteration 22Q: 3 clusters Score -325802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -325804.656250 Penalty: 811.487488
	Iteration 23Q: 3 clusters Score -325804.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -325805.968750 Penalty: 811.487488
	Iteration 24Q: 3 clusters Score -325806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -325807.500000 Penalty: 811.487488
	Iteration 25Q: 3 clusters Score -325807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -325808.968750 Penalty: 811.487488
	Iteration 26Q: 3 clusters Score -325809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -325809.437500 Penalty: 811.487488
	Iteration 27Q: 3 clusters Score -325809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -325809.437500 Penalty: 811.487488
	Iteration 28F: 3 clusters Score -325809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -268935.437500 Penalty: 396.743835
	Iteration 0F: 2 clusters Score -268935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -264829.218750 Penalty: 793.487671
	Iteration 0F: 3 clusters Score -264829.2 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -266368.656250 Penalty: 793.487671
	Iteration 1F: 3 clusters Score -266368.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -266456.125000 Penalty: 793.487671
	Iteration 2Q: 3 clusters Score -266456.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -266526.750000 Penalty: 793.487671
	Iteration 3Q: 3 clusters Score -266526.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -266612.937500 Penalty: 793.487671
	Iteration 4Q: 3 clusters Score -266612.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -266699.843750 Penalty: 793.487671
	Iteration 5Q: 3 clusters Score -266699.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -266793.031250 Penalty: 793.487671
	Iteration 6Q: 3 clusters Score -266793 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -266927.687500 Penalty: 793.487671
	Iteration 7Q: 3 clusters Score -266927.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -267104.468750 Penalty: 793.487671
	Iteration 8Q: 3 clusters Score -267104.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -267315.781250 Penalty: 793.487671
	Iteration 9Q: 3 clusters Score -267315.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -267496.937500 Penalty: 793.487671
	Iteration 10Q: 3 clusters Score -267496.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -267573.937500 Penalty: 793.487671
	Iteration 11Q: 3 clusters Score -267573.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -267597.968750 Penalty: 793.487671
	Iteration 12Q: 3 clusters Score -267598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -267607.906250 Penalty: 793.487671
	Iteration 13Q: 3 clusters Score -267607.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -267611.437500 Penalty: 793.487671
	Iteration 14Q: 3 clusters Score -267611.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -267616.031250 Penalty: 793.487671
	Iteration 15Q: 3 clusters Score -267616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -267620.187500 Penalty: 793.487671
	Iteration 16Q: 3 clusters Score -267620.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -267622.312500 Penalty: 793.487671
	Iteration 17Q: 3 clusters Score -267622.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -267625.031250 Penalty: 793.487671
	Iteration 18Q: 3 clusters Score -267625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -267626.656250 Penalty: 793.487671
	Iteration 19Q: 3 clusters Score -267626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -267628.125000 Penalty: 793.487671
	Iteration 20F: 3 clusters Score -267628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -267629.500000 Penalty: 793.487671
	Iteration 21Q: 3 clusters Score -267629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -267631.593750 Penalty: 793.487671
	Iteration 22Q: 3 clusters Score -267631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -267634.625000 Penalty: 793.487671
	Iteration 23Q: 3 clusters Score -267634.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -267637.187500 Penalty: 793.487671
	Iteration 24Q: 3 clusters Score -267637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -267641.031250 Penalty: 793.487671
	Iteration 25Q: 3 clusters Score -267641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -267644.593750 Penalty: 793.487671
	Iteration 26Q: 3 clusters Score -267644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -267648.468750 Penalty: 793.487671
	Iteration 27Q: 3 clusters Score -267648.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -267650.406250 Penalty: 793.487671
	Iteration 28Q: 3 clusters Score -267650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -267653.031250 Penalty: 793.487671
	Iteration 29Q: 3 clusters Score -267653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -267655.093750 Penalty: 793.487671
	Iteration 30Q: 3 clusters Score -267655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -267656.281250 Penalty: 793.487671
	Iteration 31Q: 3 clusters Score -267656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -267657.468750 Penalty: 793.487671
	Iteration 32Q: 3 clusters Score -267657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -267659.156250 Penalty: 793.487671
	Iteration 33Q: 3 clusters Score -267659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -267661.000000 Penalty: 793.487671
	Iteration 34Q: 3 clusters Score -267661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -267662.375000 Penalty: 793.487671
	Iteration 35Q: 3 clusters Score -267662.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -267667.375000 Penalty: 793.487671
	Iteration 36Q: 3 clusters Score -267667.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -267669.406250 Penalty: 793.487671
	Iteration 37Q: 3 clusters Score -267669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -267672.375000 Penalty: 793.487671
	Iteration 38Q: 3 clusters Score -267672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -267673.281250 Penalty: 793.487671
	Iteration 39Q: 3 clusters Score -267673.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -267675.343750 Penalty: 793.487671
	Iteration 40F: 3 clusters Score -267675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -267676.500000 Penalty: 793.487671
	Iteration 41Q: 3 clusters Score -267676.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -267677.843750 Penalty: 793.487671
	Iteration 42Q: 3 clusters Score -267677.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -267679.312500 Penalty: 793.487671
	Iteration 43Q: 3 clusters Score -267679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -267682.062500 Penalty: 793.487671
	Iteration 44Q: 3 clusters Score -267682.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -267686.000000 Penalty: 793.487671
	Iteration 45Q: 3 clusters Score -267686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -267690.062500 Penalty: 793.487671
	Iteration 46Q: 3 clusters Score -267690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -267693.937500 Penalty: 793.487671
	Iteration 47Q: 3 clusters Score -267693.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -267696.437500 Penalty: 793.487671
	Iteration 48Q: 3 clusters Score -267696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -267697.468750 Penalty: 793.487671
	Iteration 49Q: 3 clusters Score -267697.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -267698.843750 Penalty: 793.487671
	Iteration 50Q: 3 clusters Score -267698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -267699.656250 Penalty: 793.487671
	Iteration 51Q: 3 clusters Score -267699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -267701.281250 Penalty: 793.487671
	Iteration 52Q: 3 clusters Score -267701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -267703.281250 Penalty: 793.487671
	Iteration 53Q: 3 clusters Score -267703.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -267704.156250 Penalty: 793.487671
	Iteration 54Q: 3 clusters Score -267704.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -267705.750000 Penalty: 793.487671
	Iteration 55Q: 3 clusters Score -267705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -267708.031250 Penalty: 793.487671
	Iteration 56Q: 3 clusters Score -267708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -267709.125000 Penalty: 793.487671
	Iteration 57Q: 3 clusters Score -267709.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -267711.593750 Penalty: 793.487671
	Iteration 58Q: 3 clusters Score -267711.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -267714.843750 Penalty: 793.487671
	Iteration 59Q: 3 clusters Score -267714.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -267718.968750 Penalty: 793.487671
	Iteration 60F: 3 clusters Score -267719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -267722.156250 Penalty: 793.487671
	Iteration 61Q: 3 clusters Score -267722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -267724.218750 Penalty: 793.487671
	Iteration 62Q: 3 clusters Score -267724.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -267727.406250 Penalty: 793.487671
	Iteration 63Q: 3 clusters Score -267727.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -267729.437500 Penalty: 793.487671
	Iteration 64Q: 3 clusters Score -267729.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -267732.062500 Penalty: 793.487671
	Iteration 65Q: 3 clusters Score -267732.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -267733.375000 Penalty: 793.487671
	Iteration 66Q: 3 clusters Score -267733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -267733.343750 Penalty: 793.487671
	Iteration 67Q: 3 clusters Score -267733.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -267733.781250 Penalty: 793.487671
	Iteration 68Q: 3 clusters Score -267733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -267734.906250 Penalty: 793.487671
	Iteration 69Q: 3 clusters Score -267734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -267735.875000 Penalty: 793.487671
	Iteration 70Q: 3 clusters Score -267735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -267736.968750 Penalty: 793.487671
	Iteration 71Q: 3 clusters Score -267737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -267738.500000 Penalty: 793.487671
	Iteration 72Q: 3 clusters Score -267738.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -267741.531250 Penalty: 793.487671
	Iteration 73Q: 3 clusters Score -267741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -267745.000000 Penalty: 793.487671
	Iteration 74Q: 3 clusters Score -267745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -267750.031250 Penalty: 793.487671
	Iteration 75Q: 3 clusters Score -267750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -267756.125000 Penalty: 793.487671
	Iteration 76Q: 3 clusters Score -267756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -267762.593750 Penalty: 793.487671
	Iteration 77Q: 3 clusters Score -267762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -267767.531250 Penalty: 793.487671
	Iteration 78Q: 3 clusters Score -267767.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -267772.593750 Penalty: 793.487671
	Iteration 79Q: 3 clusters Score -267772.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -267778.687500 Penalty: 793.487671
	Iteration 80F: 3 clusters Score -267778.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -267786.000000 Penalty: 793.487671
	Iteration 81Q: 3 clusters Score -267786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -267797.281250 Penalty: 793.487671
	Iteration 82Q: 3 clusters Score -267797.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -267809.593750 Penalty: 793.487671
	Iteration 83Q: 3 clusters Score -267809.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -267823.968750 Penalty: 793.487671
	Iteration 84Q: 3 clusters Score -267824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -267842.281250 Penalty: 793.487671
	Iteration 85Q: 3 clusters Score -267842.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -267865.656250 Penalty: 793.487671
	Iteration 86Q: 3 clusters Score -267865.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -267903.625000 Penalty: 793.487671
	Iteration 87Q: 3 clusters Score -267903.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -267946.875000 Penalty: 793.487671
	Iteration 88Q: 3 clusters Score -267946.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -267996.125000 Penalty: 793.487671
	Iteration 89Q: 3 clusters Score -267996.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -268043.250000 Penalty: 793.487671
	Iteration 90Q: 3 clusters Score -268043.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -268086.906250 Penalty: 793.487671
	Iteration 91Q: 3 clusters Score -268086.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -268132.031250 Penalty: 793.487671
	Iteration 92Q: 3 clusters Score -268132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -268176.781250 Penalty: 793.487671
	Iteration 93Q: 3 clusters Score -268176.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -268220.093750 Penalty: 793.487671
	Iteration 94Q: 3 clusters Score -268220.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -268246.281250 Penalty: 793.487671
	Iteration 95Q: 3 clusters Score -268246.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -268261.031250 Penalty: 793.487671
	Iteration 96Q: 3 clusters Score -268261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -268268.750000 Penalty: 793.487671
	Iteration 97Q: 3 clusters Score -268268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -268272.500000 Penalty: 793.487671
	Iteration 98Q: 3 clusters Score -268272.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -268274.625000 Penalty: 793.487671
	Iteration 99Q: 3 clusters Score -268274.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -268278.406250 Penalty: 793.487671
	Iteration 100F: 3 clusters Score -268278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -268280.937500 Penalty: 793.487671
	Iteration 101Q: 3 clusters Score -268280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -268282.625000 Penalty: 793.487671
	Iteration 102Q: 3 clusters Score -268282.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -268285.062500 Penalty: 793.487671
	Iteration 103Q: 3 clusters Score -268285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -268288.843750 Penalty: 793.487671
	Iteration 104Q: 3 clusters Score -268288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -268292.937500 Penalty: 793.487671
	Iteration 105Q: 3 clusters Score -268292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -268296.031250 Penalty: 793.487671
	Iteration 106Q: 3 clusters Score -268296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -268298.062500 Penalty: 793.487671
	Iteration 107Q: 3 clusters Score -268298.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -268300.406250 Penalty: 793.487671
	Iteration 108Q: 3 clusters Score -268300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -268303.406250 Penalty: 793.487671
	Iteration 109Q: 3 clusters Score -268303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -268305.437500 Penalty: 793.487671
	Iteration 110Q: 3 clusters Score -268305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -268307.437500 Penalty: 793.487671
	Iteration 111Q: 3 clusters Score -268307.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -268310.531250 Penalty: 793.487671
	Iteration 112Q: 3 clusters Score -268310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -268312.312500 Penalty: 793.487671
	Iteration 113Q: 3 clusters Score -268312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -268312.843750 Penalty: 793.487671
	Iteration 114Q: 3 clusters Score -268312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -268314.593750 Penalty: 793.487671
	Iteration 115Q: 3 clusters Score -268314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -268315.750000 Penalty: 793.487671
	Iteration 116Q: 3 clusters Score -268315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -268315.718750 Penalty: 793.487671
	Iteration 117Q: 3 clusters Score -268315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -268316.781250 Penalty: 793.487671
	Iteration 118Q: 3 clusters Score -268316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -268318.843750 Penalty: 793.487671
	Iteration 119Q: 3 clusters Score -268318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -268319.343750 Penalty: 793.487671
	Iteration 120F: 3 clusters Score -268319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -268321.312500 Penalty: 793.487671
	Iteration 121Q: 3 clusters Score -268321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -268322.906250 Penalty: 793.487671
	Iteration 122Q: 3 clusters Score -268322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -268324.562500 Penalty: 793.487671
	Iteration 123Q: 3 clusters Score -268324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -268325.312500 Penalty: 793.487671
	Iteration 124Q: 3 clusters Score -268325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -268325.718750 Penalty: 793.487671
	Iteration 125Q: 3 clusters Score -268325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -268325.875000 Penalty: 793.487671
	Iteration 126Q: 3 clusters Score -268325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -268325.875000 Penalty: 793.487671
	Iteration 127F: 3 clusters Score -268325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Entering Unmasked Estep 
Score: -301593.468750 Penalty: 402.417297
	Iteration 0F: 2 clusters Score -301593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -296970.781250 Penalty: 804.834595
	Iteration 0F: 3 clusters Score -296970.8 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -299051.406250 Penalty: 804.834595
	Iteration 1F: 3 clusters Score -299051.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -299514.187500 Penalty: 804.834595
	Iteration 2F: 3 clusters Score -299514.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -300088.625000 Penalty: 804.834595
	Iteration 3F: 3 clusters Score -300088.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -300688.937500 Penalty: 804.834595
	Iteration 4F: 3 clusters Score -300688.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -301113.593750 Penalty: 804.834595
	Iteration 5F: 3 clusters Score -301113.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -301272.406250 Penalty: 804.834595
	Iteration 6Q: 3 clusters Score -301272.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -301343.125000 Penalty: 804.834595
	Iteration 7Q: 3 clusters Score -301343.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -301380.593750 Penalty: 804.834595
	Iteration 8Q: 3 clusters Score -301380.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -301400.906250 Penalty: 804.834595
	Iteration 9Q: 3 clusters Score -301400.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -301413.531250 Penalty: 804.834595
	Iteration 10Q: 3 clusters Score -301413.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -301421.281250 Penalty: 804.834595
	Iteration 11Q: 3 clusters Score -301421.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -301425.531250 Penalty: 804.834595
	Iteration 12Q: 3 clusters Score -301425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -301428.156250 Penalty: 804.834595
	Iteration 13Q: 3 clusters Score -301428.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -301429.781250 Penalty: 804.834595
	Iteration 14Q: 3 clusters Score -301429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -301429.187500 Penalty: 804.834595
	Iteration 15Q: 3 clusters Score -301429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -301431.375000 Penalty: 804.834595
	Iteration 16Q: 3 clusters Score -301431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -301431.687500 Penalty: 804.834595
	Iteration 17Q: 3 clusters Score -301431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -301431.843750 Penalty: 804.834595
	Iteration 18Q: 3 clusters Score -301431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -301432.250000 Penalty: 804.834595
	Iteration 19Q: 3 clusters Score -301432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -301433.125000 Penalty: 804.834595
	Iteration 20F: 3 clusters Score -301433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -301433.343750 Penalty: 804.834595
	Iteration 21Q: 3 clusters Score -301433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -301433.343750 Penalty: 804.834595
	Iteration 22F: 3 clusters Score -301433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (292201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292201 members 
Entering Unmasked Estep 
Score: -13033969.000000 Penalty: 572.626465
	Iteration 0F: 2 clusters Score -1.303397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146549 members 
Mstep: Class 2 contains 145652 members 
Entering Unmasked Estep 
Score: -12836705.000000 Penalty: 1145.252930
	Iteration 0F: 3 clusters Score -1.28367e+07 nChanged 144119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -12926327.000000 Penalty: 1145.252930
	Iteration 1F: 3 clusters Score -1.292633e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185134 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -12932937.000000 Penalty: 1145.252930
	Iteration 2Q: 3 clusters Score -1.293294e+07 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207215 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -12947724.000000 Penalty: 1145.252930
	Iteration 3F: 3 clusters Score -1.294772e+07 nChanged 29962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237177 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -12975045.000000 Penalty: 1145.252930
	Iteration 4F: 3 clusters Score -1.297504e+07 nChanged 30479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267656 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -13008073.000000 Penalty: 1145.252930
	Iteration 5F: 3 clusters Score -1.300807e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286194 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -13028186.000000 Penalty: 1145.252930
	Iteration 6F: 3 clusters Score -1.302819e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291453 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13032814.000000 Penalty: 1145.252930
	Iteration 7Q: 3 clusters Score -1.303281e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292125 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13033360.000000 Penalty: 1145.252930
	Iteration 8Q: 3 clusters Score -1.303336e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292178 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -13033445.000000 Penalty: 1145.252930
	Iteration 9Q: 3 clusters Score -1.303344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292178 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -13033455.000000 Penalty: 1145.252930
	Iteration 10Q: 3 clusters Score -1.303346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292177 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -13033454.000000 Penalty: 1145.252930
	Iteration 11Q: 3 clusters Score -1.303345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292178 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -13033464.000000 Penalty: 1145.252930
	Iteration 12Q: 3 clusters Score -1.303346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292177 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -13033463.000000 Penalty: 1145.252930
	Iteration 13Q: 3 clusters Score -1.303346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292176 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -13033462.000000 Penalty: 1145.252930
	Iteration 14Q: 3 clusters Score -1.303346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292176 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -13033462.000000 Penalty: 1145.252930
	Iteration 15F: 3 clusters Score -1.303346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -41633.929688 Penalty: 319.944214
	Iteration 0F: 2 clusters Score -41633.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -40715.109375 Penalty: 639.888428
	Iteration 0F: 3 clusters Score -40715.11 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41002.300781 Penalty: 639.888428
	Iteration 1F: 3 clusters Score -41002.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41080.441406 Penalty: 639.888428
	Iteration 2F: 3 clusters Score -41080.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41127.679688 Penalty: 639.888428
	Iteration 3F: 3 clusters Score -41127.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41163.710938 Penalty: 639.888428
	Iteration 4Q: 3 clusters Score -41163.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41196.976562 Penalty: 639.888428
	Iteration 5Q: 3 clusters Score -41196.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41221.480469 Penalty: 639.888428
	Iteration 6Q: 3 clusters Score -41221.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41245.621094 Penalty: 639.888428
	Iteration 7Q: 3 clusters Score -41245.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41272.214844 Penalty: 639.888428
	Iteration 8Q: 3 clusters Score -41272.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41299.562500 Penalty: 639.888428
	Iteration 9Q: 3 clusters Score -41299.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41323.210938 Penalty: 639.888428
	Iteration 10Q: 3 clusters Score -41323.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41335.605469 Penalty: 639.888428
	Iteration 11Q: 3 clusters Score -41335.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41350.203125 Penalty: 639.888428
	Iteration 12Q: 3 clusters Score -41350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41365.839844 Penalty: 639.888428
	Iteration 13Q: 3 clusters Score -41365.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41382.640625 Penalty: 639.888428
	Iteration 14Q: 3 clusters Score -41382.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41399.378906 Penalty: 639.888428
	Iteration 15Q: 3 clusters Score -41399.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41419.382812 Penalty: 639.888428
	Iteration 16Q: 3 clusters Score -41419.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41432.011719 Penalty: 639.888428
	Iteration 17Q: 3 clusters Score -41432.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41455.136719 Penalty: 639.888428
	Iteration 18Q: 3 clusters Score -41455.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41481.554688 Penalty: 639.888428
	Iteration 19Q: 3 clusters Score -41481.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41498.664062 Penalty: 639.888428
	Iteration 20F: 3 clusters Score -41498.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41503.632812 Penalty: 639.888428
	Iteration 21Q: 3 clusters Score -41503.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41505.011719 Penalty: 639.888428
	Iteration 22Q: 3 clusters Score -41505.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41506.550781 Penalty: 639.888428
	Iteration 23Q: 3 clusters Score -41506.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41509.714844 Penalty: 639.888428
	Iteration 24Q: 3 clusters Score -41509.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41516.238281 Penalty: 639.888428
	Iteration 25Q: 3 clusters Score -41516.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41521.214844 Penalty: 639.888428
	Iteration 26Q: 3 clusters Score -41521.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41529.218750 Penalty: 639.888428
	Iteration 27Q: 3 clusters Score -41529.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41535.359375 Penalty: 639.888428
	Iteration 28Q: 3 clusters Score -41535.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41542.636719 Penalty: 639.888428
	Iteration 29Q: 3 clusters Score -41542.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41546.320312 Penalty: 639.888428
	Iteration 30Q: 3 clusters Score -41546.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41548.792969 Penalty: 639.888428
	Iteration 31Q: 3 clusters Score -41548.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41549.507812 Penalty: 639.888428
	Iteration 32Q: 3 clusters Score -41549.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41550.117188 Penalty: 639.888428
	Iteration 33Q: 3 clusters Score -41550.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41552.804688 Penalty: 639.888428
	Iteration 34Q: 3 clusters Score -41552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41554.847656 Penalty: 639.888428
	Iteration 35Q: 3 clusters Score -41554.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41555.445312 Penalty: 639.888428
	Iteration 36Q: 3 clusters Score -41555.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41555.445312 Penalty: 639.888428
	Iteration 37F: 3 clusters Score -41555.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Entering Unmasked Estep 
Score: -2876931.250000 Penalty: 504.475555
	Iteration 0F: 2 clusters Score -2876931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -2832793.750000 Penalty: 1008.951111
	Iteration 0F: 3 clusters Score -2832794 nChanged 31895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -2851204.250000 Penalty: 1008.951111
	Iteration 1F: 3 clusters Score -2851204 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -2851451.000000 Penalty: 1008.951111
	Iteration 2Q: 3 clusters Score -2851451 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -2851743.250000 Penalty: 1008.951111
	Iteration 3Q: 3 clusters Score -2851743 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2852137.750000 Penalty: 1008.951111
	Iteration 4Q: 3 clusters Score -2852138 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -2852605.750000 Penalty: 1008.951111
	Iteration 5Q: 3 clusters Score -2852606 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -2853324.500000 Penalty: 1008.951111
	Iteration 6Q: 3 clusters Score -2853324 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -2854579.500000 Penalty: 1008.951111
	Iteration 7Q: 3 clusters Score -2854580 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -2856751.000000 Penalty: 1008.951111
	Iteration 8F: 3 clusters Score -2856751 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -2860269.500000 Penalty: 1008.951111
	Iteration 9F: 3 clusters Score -2860270 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -2864950.000000 Penalty: 1008.951111
	Iteration 10F: 3 clusters Score -2864950 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -2869415.250000 Penalty: 1008.951111
	Iteration 11F: 3 clusters Score -2869415 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -2872806.500000 Penalty: 1008.951111
	Iteration 12F: 3 clusters Score -2872806 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -2874763.250000 Penalty: 1008.951111
	Iteration 13Q: 3 clusters Score -2874763 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -2875775.500000 Penalty: 1008.951111
	Iteration 14Q: 3 clusters Score -2875776 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -2876219.000000 Penalty: 1008.951111
	Iteration 15Q: 3 clusters Score -2876219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -2876348.250000 Penalty: 1008.951111
	Iteration 16Q: 3 clusters Score -2876348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -2876402.750000 Penalty: 1008.951111
	Iteration 17Q: 3 clusters Score -2876403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -2876438.000000 Penalty: 1008.951111
	Iteration 18Q: 3 clusters Score -2876438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -2876456.750000 Penalty: 1008.951111
	Iteration 19Q: 3 clusters Score -2876457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -2876472.250000 Penalty: 1008.951111
	Iteration 20F: 3 clusters Score -2876472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -2876476.250000 Penalty: 1008.951111
	Iteration 21Q: 3 clusters Score -2876476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -2876487.000000 Penalty: 1008.951111
	Iteration 22Q: 3 clusters Score -2876487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -2876487.500000 Penalty: 1008.951111
	Iteration 23Q: 3 clusters Score -2876488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -2876489.750000 Penalty: 1008.951111
	Iteration 24Q: 3 clusters Score -2876490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -2876491.000000 Penalty: 1008.951111
	Iteration 25Q: 3 clusters Score -2876491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -2876494.000000 Penalty: 1008.951111
	Iteration 26Q: 3 clusters Score -2876494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -2876494.000000 Penalty: 1008.951111
	Iteration 27F: 3 clusters Score -2876494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -49091.808594 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -49091.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48305.027344 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -48305.03 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48527.429688 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -48527.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48569.980469 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -48569.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48620.949219 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -48620.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48652.539062 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -48652.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48667.882812 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -48667.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48683.164062 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -48683.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48691.691406 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -48691.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48699.949219 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -48699.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48705.066406 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -48705.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48706.644531 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -48706.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -48706.964844 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -48706.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48707.441406 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -48707.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -48708.140625 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -48708.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -48708.492188 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -48708.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -48708.492188 Penalty: 627.599182
	Iteration 15F: 3 clusters Score -48708.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -21218.099609 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -21218.1 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 268 members 
Entering Unmasked Estep 
Score: -20713.949219 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -20713.95 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20829.517578 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -20829.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20862.304688 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -20862.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20876.634766 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -20876.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20886.585938 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -20886.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20897.201172 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -20897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20905.357422 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -20905.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20913.736328 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -20913.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20918.458984 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -20918.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20923.970703 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -20923.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20928.232422 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -20928.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20937.269531 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -20937.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20946.519531 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -20946.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20960.990234 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -20960.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20969.300781 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -20969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20975.542969 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -20975.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20978.585938 Penalty: 566.973816
	Iteration 16Q: 3 clusters Score -20978.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20979.080078 Penalty: 566.973816
	Iteration 17Q: 3 clusters Score -20979.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20979.080078 Penalty: 566.973816
	Iteration 18F: 3 clusters Score -20979.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -37862.460938 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -37862.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37084.679688 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -37084.68 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37296.738281 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -37296.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37339.367188 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -37339.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37364.601562 Penalty: 620.322937
	Iteration 3Q: 3 clusters Score -37364.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37393.777344 Penalty: 620.322937
	Iteration 4Q: 3 clusters Score -37393.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37410.476562 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -37410.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -37417.921875 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -37417.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37426.324219 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -37426.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37434.558594 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -37434.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37439.960938 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -37439.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37446.320312 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -37446.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -37452.507812 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -37452.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -37457.718750 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -37457.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37466.117188 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -37466.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -37470.074219 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -37470.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37474.109375 Penalty: 620.322937
	Iteration 15Q: 3 clusters Score -37474.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -37480.109375 Penalty: 620.322937
	Iteration 16Q: 3 clusters Score -37480.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37486.789062 Penalty: 620.322937
	Iteration 17Q: 3 clusters Score -37486.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37491.371094 Penalty: 620.322937
	Iteration 18Q: 3 clusters Score -37491.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37494.945312 Penalty: 620.322937
	Iteration 19Q: 3 clusters Score -37494.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37499.191406 Penalty: 620.322937
	Iteration 20F: 3 clusters Score -37499.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37501.308594 Penalty: 620.322937
	Iteration 21Q: 3 clusters Score -37501.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37505.710938 Penalty: 620.322937
	Iteration 22Q: 3 clusters Score -37505.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -37515.191406 Penalty: 620.322937
	Iteration 23Q: 3 clusters Score -37515.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -37519.445312 Penalty: 620.322937
	Iteration 24Q: 3 clusters Score -37519.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -37523.933594 Penalty: 620.322937
	Iteration 25Q: 3 clusters Score -37523.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -37526.269531 Penalty: 620.322937
	Iteration 26Q: 3 clusters Score -37526.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37530.187500 Penalty: 620.322937
	Iteration 27Q: 3 clusters Score -37530.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37536.738281 Penalty: 620.322937
	Iteration 28Q: 3 clusters Score -37536.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37539.863281 Penalty: 620.322937
	Iteration 29Q: 3 clusters Score -37539.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37542.941406 Penalty: 620.322937
	Iteration 30Q: 3 clusters Score -37542.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -37546.460938 Penalty: 620.322937
	Iteration 31Q: 3 clusters Score -37546.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -37549.042969 Penalty: 620.322937
	Iteration 32Q: 3 clusters Score -37549.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -37555.199219 Penalty: 620.322937
	Iteration 33Q: 3 clusters Score -37555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37558.628906 Penalty: 620.322937
	Iteration 34Q: 3 clusters Score -37558.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -37560.679688 Penalty: 620.322937
	Iteration 35Q: 3 clusters Score -37560.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -37564.476562 Penalty: 620.322937
	Iteration 36Q: 3 clusters Score -37564.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -37566.039062 Penalty: 620.322937
	Iteration 37Q: 3 clusters Score -37566.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37566.839844 Penalty: 620.322937
	Iteration 38Q: 3 clusters Score -37566.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -37567.347656 Penalty: 620.322937
	Iteration 39Q: 3 clusters Score -37567.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -37567.496094 Penalty: 620.322937
	Iteration 40F: 3 clusters Score -37567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3199.435303 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3199.435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3243.894775 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3243.895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3246.386475 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -3246.386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3250.819824 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3250.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3252.682373 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3252.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3252.682373 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -3252.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -40598.761719 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -40598.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39878.746094 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -39878.75 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40065.484375 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -40065.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40109.027344 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -40109.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -40133.773438 Penalty: 615.408386
	Iteration 3Q: 3 clusters Score -40133.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40155.316406 Penalty: 615.408386
	Iteration 4Q: 3 clusters Score -40155.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40173.320312 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -40173.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -40189.714844 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -40189.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40204.542969 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -40204.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40213.527344 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -40213.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -40217.015625 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -40217.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -40221.683594 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -40221.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -40225.898438 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -40225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -40227.621094 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -40227.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -40231.757812 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -40231.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40233.660156 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -40233.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -40235.769531 Penalty: 615.408386
	Iteration 15Q: 3 clusters Score -40235.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40238.949219 Penalty: 615.408386
	Iteration 16Q: 3 clusters Score -40238.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40239.843750 Penalty: 615.408386
	Iteration 17Q: 3 clusters Score -40239.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -40241.859375 Penalty: 615.408386
	Iteration 18Q: 3 clusters Score -40241.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -40243.148438 Penalty: 615.408386
	Iteration 19Q: 3 clusters Score -40243.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40243.777344 Penalty: 615.408386
	Iteration 20F: 3 clusters Score -40243.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -40244.679688 Penalty: 615.408386
	Iteration 21Q: 3 clusters Score -40244.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -40244.984375 Penalty: 615.408386
	Iteration 22Q: 3 clusters Score -40244.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -40245.539062 Penalty: 615.408386
	Iteration 23Q: 3 clusters Score -40245.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -40246.621094 Penalty: 615.408386
	Iteration 24Q: 3 clusters Score -40246.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40248.304688 Penalty: 615.408386
	Iteration 25Q: 3 clusters Score -40248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40249.335938 Penalty: 615.408386
	Iteration 26Q: 3 clusters Score -40249.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40251.230469 Penalty: 615.408386
	Iteration 27Q: 3 clusters Score -40251.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -40253.105469 Penalty: 615.408386
	Iteration 28Q: 3 clusters Score -40253.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40255.214844 Penalty: 615.408386
	Iteration 29Q: 3 clusters Score -40255.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40256.101562 Penalty: 615.408386
	Iteration 30Q: 3 clusters Score -40256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40256.316406 Penalty: 615.408386
	Iteration 31Q: 3 clusters Score -40256.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40256.316406 Penalty: 615.408386
	Iteration 32F: 3 clusters Score -40256.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -384672.906250 Penalty: 413.558136
	Iteration 0F: 2 clusters Score -384672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -378706.843750 Penalty: 827.116272
	Iteration 0F: 3 clusters Score -378706.8 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -381041.531250 Penalty: 827.116272
	Iteration 1F: 3 clusters Score -381041.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -381236.750000 Penalty: 827.116272
	Iteration 2F: 3 clusters Score -381236.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -381500.031250 Penalty: 827.116272
	Iteration 3F: 3 clusters Score -381500 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -381893.781250 Penalty: 827.116272
	Iteration 4F: 3 clusters Score -381893.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -382409.781250 Penalty: 827.116272
	Iteration 5F: 3 clusters Score -382409.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -383080.718750 Penalty: 827.116272
	Iteration 6F: 3 clusters Score -383080.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -383695.500000 Penalty: 827.116272
	Iteration 7F: 3 clusters Score -383695.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -384068.312500 Penalty: 827.116272
	Iteration 8Q: 3 clusters Score -384068.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -384236.843750 Penalty: 827.116272
	Iteration 9Q: 3 clusters Score -384236.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -384290.562500 Penalty: 827.116272
	Iteration 10Q: 3 clusters Score -384290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -384310.125000 Penalty: 827.116272
	Iteration 11Q: 3 clusters Score -384310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -384323.343750 Penalty: 827.116272
	Iteration 12Q: 3 clusters Score -384323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -384329.218750 Penalty: 827.116272
	Iteration 13Q: 3 clusters Score -384329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -384332.625000 Penalty: 827.116272
	Iteration 14Q: 3 clusters Score -384332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -384334.281250 Penalty: 827.116272
	Iteration 15Q: 3 clusters Score -384334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -384334.281250 Penalty: 827.116272
	Iteration 16F: 3 clusters Score -384334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -155287.890625 Penalty: 371.199463
	Iteration 0F: 2 clusters Score -155287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -152888.234375 Penalty: 742.398926
	Iteration 0F: 3 clusters Score -152888.2 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -153650.234375 Penalty: 742.398926
	Iteration 1F: 3 clusters Score -153650.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -153780.843750 Penalty: 742.398926
	Iteration 2F: 3 clusters Score -153780.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -153925.718750 Penalty: 742.398926
	Iteration 3F: 3 clusters Score -153925.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -154084.953125 Penalty: 742.398926
	Iteration 4F: 3 clusters Score -154085 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154294.609375 Penalty: 742.398926
	Iteration 5F: 3 clusters Score -154294.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154515.859375 Penalty: 742.398926
	Iteration 6F: 3 clusters Score -154515.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -154680.546875 Penalty: 742.398926
	Iteration 7F: 3 clusters Score -154680.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -154783.421875 Penalty: 742.398926
	Iteration 8Q: 3 clusters Score -154783.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -154832.593750 Penalty: 742.398926
	Iteration 9Q: 3 clusters Score -154832.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -154868.250000 Penalty: 742.398926
	Iteration 10Q: 3 clusters Score -154868.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -154886.984375 Penalty: 742.398926
	Iteration 11Q: 3 clusters Score -154887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -154899.234375 Penalty: 742.398926
	Iteration 12Q: 3 clusters Score -154899.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -154912.937500 Penalty: 742.398926
	Iteration 13Q: 3 clusters Score -154912.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -154926.437500 Penalty: 742.398926
	Iteration 14Q: 3 clusters Score -154926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -154939.296875 Penalty: 742.398926
	Iteration 15Q: 3 clusters Score -154939.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -154954.218750 Penalty: 742.398926
	Iteration 16Q: 3 clusters Score -154954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -154960.703125 Penalty: 742.398926
	Iteration 17Q: 3 clusters Score -154960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -154962.937500 Penalty: 742.398926
	Iteration 18Q: 3 clusters Score -154962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -154966.937500 Penalty: 742.398926
	Iteration 19Q: 3 clusters Score -154966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -154972.187500 Penalty: 742.398926
	Iteration 20F: 3 clusters Score -154972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -154974.625000 Penalty: 742.398926
	Iteration 21Q: 3 clusters Score -154974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -154976.375000 Penalty: 742.398926
	Iteration 22Q: 3 clusters Score -154976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -154976.375000 Penalty: 742.398926
	Iteration 23F: 3 clusters Score -154976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Entering Unmasked Estep 
Score: -1889463.125000 Penalty: 485.243408
	Iteration 0F: 2 clusters Score -1889463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1860918.125000 Penalty: 970.486816
	Iteration 0F: 3 clusters Score -1860918 nChanged 20677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1873821.250000 Penalty: 970.486816
	Iteration 1F: 3 clusters Score -1873821 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1875820.875000 Penalty: 970.486816
	Iteration 2F: 3 clusters Score -1875821 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1879225.875000 Penalty: 970.486816
	Iteration 3F: 3 clusters Score -1879226 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1883686.500000 Penalty: 970.486816
	Iteration 4F: 3 clusters Score -1883686 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1887152.000000 Penalty: 970.486816
	Iteration 5F: 3 clusters Score -1887152 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1888547.500000 Penalty: 970.486816
	Iteration 6Q: 3 clusters Score -1888548 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1888927.500000 Penalty: 970.486816
	Iteration 7Q: 3 clusters Score -1888928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1889006.375000 Penalty: 970.486816
	Iteration 8Q: 3 clusters Score -1889006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1889049.875000 Penalty: 970.486816
	Iteration 9Q: 3 clusters Score -1889050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1889066.000000 Penalty: 970.486816
	Iteration 10Q: 3 clusters Score -1889066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1889066.000000 Penalty: 970.486816
	Iteration 11F: 3 clusters Score -1889066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -103109.320312 Penalty: 353.468262
	Iteration 0F: 2 clusters Score -103109.3 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 1196 members 
Entering Unmasked Estep 
Score: -101490.437500 Penalty: 706.936523
	Iteration 0F: 3 clusters Score -101490.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -102030.101562 Penalty: 706.936523
	Iteration 1F: 3 clusters Score -102030.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -102100.304688 Penalty: 706.936523
	Iteration 2F: 3 clusters Score -102100.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -102154.101562 Penalty: 706.936523
	Iteration 3Q: 3 clusters Score -102154.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -102202.906250 Penalty: 706.936523
	Iteration 4Q: 3 clusters Score -102202.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -102247.648438 Penalty: 706.936523
	Iteration 5Q: 3 clusters Score -102247.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -102320.937500 Penalty: 706.936523
	Iteration 6Q: 3 clusters Score -102320.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -102404.609375 Penalty: 706.936523
	Iteration 7Q: 3 clusters Score -102404.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -102461.015625 Penalty: 706.936523
	Iteration 8Q: 3 clusters Score -102461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -102503.406250 Penalty: 706.936523
	Iteration 9Q: 3 clusters Score -102503.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -102544.218750 Penalty: 706.936523
	Iteration 10Q: 3 clusters Score -102544.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -102569.132812 Penalty: 706.936523
	Iteration 11Q: 3 clusters Score -102569.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -102588.117188 Penalty: 706.936523
	Iteration 12Q: 3 clusters Score -102588.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -102606.687500 Penalty: 706.936523
	Iteration 13Q: 3 clusters Score -102606.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -102620.765625 Penalty: 706.936523
	Iteration 14Q: 3 clusters Score -102620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -102631.781250 Penalty: 706.936523
	Iteration 15Q: 3 clusters Score -102631.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -102645.000000 Penalty: 706.936523
	Iteration 16Q: 3 clusters Score -102645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -102655.554688 Penalty: 706.936523
	Iteration 17Q: 3 clusters Score -102655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -102660.656250 Penalty: 706.936523
	Iteration 18Q: 3 clusters Score -102660.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -102666.562500 Penalty: 706.936523
	Iteration 19Q: 3 clusters Score -102666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -102674.164062 Penalty: 706.936523
	Iteration 20F: 3 clusters Score -102674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -102680.773438 Penalty: 706.936523
	Iteration 21Q: 3 clusters Score -102680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -102685.531250 Penalty: 706.936523
	Iteration 22Q: 3 clusters Score -102685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -102690.351562 Penalty: 706.936523
	Iteration 23Q: 3 clusters Score -102690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -102694.679688 Penalty: 706.936523
	Iteration 24Q: 3 clusters Score -102694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -102699.953125 Penalty: 706.936523
	Iteration 25Q: 3 clusters Score -102700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -102708.726562 Penalty: 706.936523
	Iteration 26Q: 3 clusters Score -102708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -102723.085938 Penalty: 706.936523
	Iteration 27Q: 3 clusters Score -102723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -102734.203125 Penalty: 706.936523
	Iteration 28Q: 3 clusters Score -102734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -102746.054688 Penalty: 706.936523
	Iteration 29Q: 3 clusters Score -102746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -102752.078125 Penalty: 706.936523
	Iteration 30Q: 3 clusters Score -102752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -102753.968750 Penalty: 706.936523
	Iteration 31Q: 3 clusters Score -102754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -102755.515625 Penalty: 706.936523
	Iteration 32Q: 3 clusters Score -102755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -102757.601562 Penalty: 706.936523
	Iteration 33Q: 3 clusters Score -102757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -102760.898438 Penalty: 706.936523
	Iteration 34Q: 3 clusters Score -102760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -102764.265625 Penalty: 706.936523
	Iteration 35Q: 3 clusters Score -102764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -102769.750000 Penalty: 706.936523
	Iteration 36Q: 3 clusters Score -102769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -102773.515625 Penalty: 706.936523
	Iteration 37Q: 3 clusters Score -102773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -102776.687500 Penalty: 706.936523
	Iteration 38Q: 3 clusters Score -102776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -102778.210938 Penalty: 706.936523
	Iteration 39Q: 3 clusters Score -102778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -102779.820312 Penalty: 706.936523
	Iteration 40F: 3 clusters Score -102779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -102780.007812 Penalty: 706.936523
	Iteration 41Q: 3 clusters Score -102780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -102780.210938 Penalty: 706.936523
	Iteration 42Q: 3 clusters Score -102780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -102781.187500 Penalty: 706.936523
	Iteration 43Q: 3 clusters Score -102781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -102781.476562 Penalty: 706.936523
	Iteration 44Q: 3 clusters Score -102781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -102781.476562 Penalty: 706.936523
	Iteration 45F: 3 clusters Score -102781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Entering Unmasked Estep 
Score: -788700.187500 Penalty: 446.844482
	Iteration 0F: 2 clusters Score -788700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -776541.500000 Penalty: 893.688965
	Iteration 0F: 3 clusters Score -776541.5 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -781359.437500 Penalty: 893.688965
	Iteration 1F: 3 clusters Score -781359.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -781559.125000 Penalty: 893.688965
	Iteration 2Q: 3 clusters Score -781559.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -781760.937500 Penalty: 893.688965
	Iteration 3Q: 3 clusters Score -781760.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -782002.687500 Penalty: 893.688965
	Iteration 4Q: 3 clusters Score -782002.7 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -782292.250000 Penalty: 893.688965
	Iteration 5Q: 3 clusters Score -782292.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -782710.750000 Penalty: 893.688965
	Iteration 6Q: 3 clusters Score -782710.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -783365.687500 Penalty: 893.688965
	Iteration 7F: 3 clusters Score -783365.7 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -784231.437500 Penalty: 893.688965
	Iteration 8F: 3 clusters Score -784231.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -785243.187500 Penalty: 893.688965
	Iteration 9F: 3 clusters Score -785243.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -786067.187500 Penalty: 893.688965
	Iteration 10Q: 3 clusters Score -786067.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -786535.500000 Penalty: 893.688965
	Iteration 11Q: 3 clusters Score -786535.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -786817.062500 Penalty: 893.688965
	Iteration 12Q: 3 clusters Score -786817.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -787000.375000 Penalty: 893.688965
	Iteration 13Q: 3 clusters Score -787000.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -787111.250000 Penalty: 893.688965
	Iteration 14Q: 3 clusters Score -787111.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -787199.250000 Penalty: 893.688965
	Iteration 15Q: 3 clusters Score -787199.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -787282.750000 Penalty: 893.688965
	Iteration 16Q: 3 clusters Score -787282.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -787377.125000 Penalty: 893.688965
	Iteration 17Q: 3 clusters Score -787377.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -787469.875000 Penalty: 893.688965
	Iteration 18Q: 3 clusters Score -787469.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -787556.937500 Penalty: 893.688965
	Iteration 19Q: 3 clusters Score -787556.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -787660.000000 Penalty: 893.688965
	Iteration 20F: 3 clusters Score -787660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -787758.437500 Penalty: 893.688965
	Iteration 21Q: 3 clusters Score -787758.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -787855.437500 Penalty: 893.688965
	Iteration 22Q: 3 clusters Score -787855.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -787943.625000 Penalty: 893.688965
	Iteration 23Q: 3 clusters Score -787943.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -788013.875000 Penalty: 893.688965
	Iteration 24Q: 3 clusters Score -788013.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -788072.187500 Penalty: 893.688965
	Iteration 25Q: 3 clusters Score -788072.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -788112.437500 Penalty: 893.688965
	Iteration 26Q: 3 clusters Score -788112.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -788146.750000 Penalty: 893.688965
	Iteration 27Q: 3 clusters Score -788146.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -788172.062500 Penalty: 893.688965
	Iteration 28Q: 3 clusters Score -788172.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -788191.625000 Penalty: 893.688965
	Iteration 29Q: 3 clusters Score -788191.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -788216.750000 Penalty: 893.688965
	Iteration 30Q: 3 clusters Score -788216.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -788234.812500 Penalty: 893.688965
	Iteration 31Q: 3 clusters Score -788234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -788245.750000 Penalty: 893.688965
	Iteration 32Q: 3 clusters Score -788245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -788259.812500 Penalty: 893.688965
	Iteration 33Q: 3 clusters Score -788259.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -788270.625000 Penalty: 893.688965
	Iteration 34Q: 3 clusters Score -788270.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -788275.125000 Penalty: 893.688965
	Iteration 35Q: 3 clusters Score -788275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -788279.437500 Penalty: 893.688965
	Iteration 36Q: 3 clusters Score -788279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -788285.187500 Penalty: 893.688965
	Iteration 37Q: 3 clusters Score -788285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -788288.875000 Penalty: 893.688965
	Iteration 38Q: 3 clusters Score -788288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -788290.500000 Penalty: 893.688965
	Iteration 39Q: 3 clusters Score -788290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -788292.687500 Penalty: 893.688965
	Iteration 40F: 3 clusters Score -788292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -788293.937500 Penalty: 893.688965
	Iteration 41Q: 3 clusters Score -788293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -788293.375000 Penalty: 893.688965
	Iteration 42Q: 3 clusters Score -788293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -788293.687500 Penalty: 893.688965
	Iteration 43Q: 3 clusters Score -788293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -788293.687500 Penalty: 893.688965
	Iteration 44F: 3 clusters Score -788293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -120304.101562 Penalty: 361.377472
	Iteration 0F: 2 clusters Score -120304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -118331.250000 Penalty: 722.754944
	Iteration 0F: 3 clusters Score -118331.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -119041.523438 Penalty: 722.754944
	Iteration 1F: 3 clusters Score -119041.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -119136.179688 Penalty: 722.754944
	Iteration 2F: 3 clusters Score -119136.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -119246.890625 Penalty: 722.754944
	Iteration 3F: 3 clusters Score -119246.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -119391.039062 Penalty: 722.754944
	Iteration 4F: 3 clusters Score -119391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -119548.070312 Penalty: 722.754944
	Iteration 5F: 3 clusters Score -119548.1 nChanged 135
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: -119687.929688 Penalty: 722.754944
	Iteration 6Q: 3 clusters Score -119687.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -119795.210938 Penalty: 722.754944
	Iteration 7Q: 3 clusters Score -119795.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -119863.382812 Penalty: 722.754944
	Iteration 8Q: 3 clusters Score -119863.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -119915.750000 Penalty: 722.754944
	Iteration 9Q: 3 clusters Score -119915.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -119931.445312 Penalty: 722.754944
	Iteration 10Q: 3 clusters Score -119931.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -119943.914062 Penalty: 722.754944
	Iteration 11Q: 3 clusters Score -119943.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -119960.421875 Penalty: 722.754944
	Iteration 12Q: 3 clusters Score -119960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -119973.890625 Penalty: 722.754944
	Iteration 13Q: 3 clusters Score -119973.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -119980.515625 Penalty: 722.754944
	Iteration 14Q: 3 clusters Score -119980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -119982.570312 Penalty: 722.754944
	Iteration 15Q: 3 clusters Score -119982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -119987.062500 Penalty: 722.754944
	Iteration 16Q: 3 clusters Score -119987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -119989.812500 Penalty: 722.754944
	Iteration 17Q: 3 clusters Score -119989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -119991.179688 Penalty: 722.754944
	Iteration 18Q: 3 clusters Score -119991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -119991.343750 Penalty: 722.754944
	Iteration 19Q: 3 clusters Score -119991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -119991.343750 Penalty: 722.754944
	Iteration 20F: 3 clusters Score -119991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Entering Unmasked Estep 
Score: -865802.875000 Penalty: 450.047882
	Iteration 0F: 2 clusters Score -865802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -852652.625000 Penalty: 900.095764
	Iteration 0F: 3 clusters Score -852652.6 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -858204.562500 Penalty: 900.095764
	Iteration 1F: 3 clusters Score -858204.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -858741.562500 Penalty: 900.095764
	Iteration 2F: 3 clusters Score -858741.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -859592.937500 Penalty: 900.095764
	Iteration 3F: 3 clusters Score -859592.9 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -861013.125000 Penalty: 900.095764
	Iteration 4F: 3 clusters Score -861013.1 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -862806.750000 Penalty: 900.095764
	Iteration 5F: 3 clusters Score -862806.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -864341.750000 Penalty: 900.095764
	Iteration 6F: 3 clusters Score -864341.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -865092.500000 Penalty: 900.095764
	Iteration 7Q: 3 clusters Score -865092.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -865310.875000 Penalty: 900.095764
	Iteration 8Q: 3 clusters Score -865310.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -865368.625000 Penalty: 900.095764
	Iteration 9Q: 3 clusters Score -865368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -865389.375000 Penalty: 900.095764
	Iteration 10Q: 3 clusters Score -865389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -865396.000000 Penalty: 900.095764
	Iteration 11Q: 3 clusters Score -865396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -865400.937500 Penalty: 900.095764
	Iteration 12Q: 3 clusters Score -865400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -865401.000000 Penalty: 900.095764
	Iteration 13Q: 3 clusters Score -865401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -865401.000000 Penalty: 900.095764
	Iteration 14F: 3 clusters Score -865401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Entering Unmasked Estep 
Score: -1089856.250000 Penalty: 460.779938
	Iteration 0F: 2 clusters Score -1089856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1073083.375000 Penalty: 921.559875
	Iteration 0F: 3 clusters Score -1073083 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1079923.000000 Penalty: 921.559875
	Iteration 1F: 3 clusters Score -1079923 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1080164.250000 Penalty: 921.559875
	Iteration 2Q: 3 clusters Score -1080164 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1080473.375000 Penalty: 921.559875
	Iteration 3Q: 3 clusters Score -1080473 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1080934.875000 Penalty: 921.559875
	Iteration 4Q: 3 clusters Score -1080935 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1081636.750000 Penalty: 921.559875
	Iteration 5Q: 3 clusters Score -1081637 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1082730.125000 Penalty: 921.559875
	Iteration 6F: 3 clusters Score -1082730 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1084122.250000 Penalty: 921.559875
	Iteration 7F: 3 clusters Score -1084122 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1085340.500000 Penalty: 921.559875
	Iteration 8F: 3 clusters Score -1085340 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1085940.000000 Penalty: 921.559875
	Iteration 9Q: 3 clusters Score -1085940 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1086264.000000 Penalty: 921.559875
	Iteration 10Q: 3 clusters Score -1086264 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1086520.500000 Penalty: 921.559875
	Iteration 11Q: 3 clusters Score -1086520 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1086800.000000 Penalty: 921.559875
	Iteration 12Q: 3 clusters Score -1086800 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1087071.625000 Penalty: 921.559875
	Iteration 13Q: 3 clusters Score -1087072 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1087364.750000 Penalty: 921.559875
	Iteration 14Q: 3 clusters Score -1087365 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1087688.250000 Penalty: 921.559875
	Iteration 15Q: 3 clusters Score -1087688 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1088037.125000 Penalty: 921.559875
	Iteration 16Q: 3 clusters Score -1088037 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1088382.375000 Penalty: 921.559875
	Iteration 17Q: 3 clusters Score -1088382 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1088709.125000 Penalty: 921.559875
	Iteration 18Q: 3 clusters Score -1088709 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1088994.000000 Penalty: 921.559875
	Iteration 19Q: 3 clusters Score -1088994 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1089213.625000 Penalty: 921.559875
	Iteration 20F: 3 clusters Score -1089214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1089333.875000 Penalty: 921.559875
	Iteration 21Q: 3 clusters Score -1089334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1089391.750000 Penalty: 921.559875
	Iteration 22Q: 3 clusters Score -1089392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1089411.625000 Penalty: 921.559875
	Iteration 23Q: 3 clusters Score -1089412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1089424.000000 Penalty: 921.559875
	Iteration 24Q: 3 clusters Score -1089424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1089437.250000 Penalty: 921.559875
	Iteration 25Q: 3 clusters Score -1089437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1089439.125000 Penalty: 921.559875
	Iteration 26Q: 3 clusters Score -1089439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1089439.125000 Penalty: 921.559875
	Iteration 27F: 3 clusters Score -1089439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38731 members 
Mstep: Class 3 contains 145220 members 
Mstep: Class 4 contains 300482 members 
Mstep: Class 5 contains 123584 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7461 members 
Mstep: Class 8 contains 6122 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 292201 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 65341 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 42817 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 18412 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 19755 members 
Mstep: Class 25 contains 25010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949796.000000 Penalty: 15839.890625
Iteration 399Q: 26 clusters Score -4.69498e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38728 members 
Mstep: Class 3 contains 145331 members 
Mstep: Class 4 contains 300416 members 
Mstep: Class 5 contains 123480 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 292189 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 858 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 42851 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 18403 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 19741 members 
Mstep: Class 25 contains 25040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949876.000000 Penalty: 15839.890625
Iteration 400F: 26 clusters Score -4.694988e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38721 members 
Mstep: Class 3 contains 145477 members 
Mstep: Class 4 contains 300335 members 
Mstep: Class 5 contains 123388 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7480 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 6947 members 
Mstep: Class 10 contains 292151 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 65446 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 42881 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 18397 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 19726 members 
Mstep: Class 25 contains 25071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949940.000000 Penalty: 15839.890625
Iteration 401Q: 26 clusters Score -4.694994e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38719 members 
Mstep: Class 3 contains 145635 members 
Mstep: Class 4 contains 300228 members 
Mstep: Class 5 contains 123309 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7492 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 6954 members 
Mstep: Class 10 contains 292092 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 65518 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 42906 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 18389 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 19717 members 
Mstep: Class 25 contains 25094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950000.000000 Penalty: 15839.890625
Iteration 402Q: 26 clusters Score -4.695e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38729 members 
Mstep: Class 3 contains 145773 members 
Mstep: Class 4 contains 300125 members 
Mstep: Class 5 contains 123234 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 292032 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 65600 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 42923 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 18381 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 19721 members 
Mstep: Class 25 contains 25112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950028.000000 Penalty: 15839.890625
Iteration 403Q: 26 clusters Score -4.695003e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38734 members 
Mstep: Class 3 contains 145894 members 
Mstep: Class 4 contains 300035 members 
Mstep: Class 5 contains 123145 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 291970 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 65697 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 8842 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 42949 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 18386 members 
Mstep: Class 23 contains 2812 members 
Mstep: Class 24 contains 19727 members 
Mstep: Class 25 contains 25116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949908.000000 Penalty: 15839.890625
Iteration 404Q: 26 clusters Score -4.694991e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38745 members 
Mstep: Class 3 contains 145991 members 
Mstep: Class 4 contains 299961 members 
Mstep: Class 5 contains 123053 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 6964 members 
Mstep: Class 10 contains 291934 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 65770 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 42977 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 18386 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 19721 members 
Mstep: Class 25 contains 25132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949804.000000 Penalty: 15839.890625
Iteration 405Q: 26 clusters Score -4.69498e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38748 members 
Mstep: Class 3 contains 146101 members 
Mstep: Class 4 contains 299907 members 
Mstep: Class 5 contains 122984 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7540 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 6964 members 
Mstep: Class 10 contains 291870 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 65846 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 42989 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 18376 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 19722 members 
Mstep: Class 25 contains 25160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949760.000000 Penalty: 15839.890625
Iteration 406Q: 26 clusters Score -4.694976e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38754 members 
Mstep: Class 3 contains 146212 members 
Mstep: Class 4 contains 299867 members 
Mstep: Class 5 contains 122907 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 6967 members 
Mstep: Class 10 contains 291789 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 65919 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 43014 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 18367 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 19728 members 
Mstep: Class 25 contains 25191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949796.000000 Penalty: 15839.890625
Iteration 407Q: 26 clusters Score -4.69498e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 146359 members 
Mstep: Class 4 contains 299836 members 
Mstep: Class 5 contains 122802 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 6015 members 
Mstep: Class 9 contains 6969 members 
Mstep: Class 10 contains 291727 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 65967 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 43043 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 18356 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 19722 members 
Mstep: Class 25 contains 25226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949696.000000 Penalty: 15839.890625
Iteration 408Q: 26 clusters Score -4.69497e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 146478 members 
Mstep: Class 4 contains 299839 members 
Mstep: Class 5 contains 122670 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 291681 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66003 members 
Mstep: Class 13 contains 841 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 43079 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 19718 members 
Mstep: Class 25 contains 25263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949600.000000 Penalty: 15839.890625
Iteration 409Q: 26 clusters Score -4.69496e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 38750 members 
Mstep: Class 3 contains 146599 members 
Mstep: Class 4 contains 299889 members 
Mstep: Class 5 contains 122525 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 6968 members 
Mstep: Class 10 contains 291610 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66033 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 43103 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 18345 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 19718 members 
Mstep: Class 25 contains 25304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949572.000000 Penalty: 15839.890625
Iteration 410Q: 26 clusters Score -4.694957e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 38751 members 
Mstep: Class 3 contains 146715 members 
Mstep: Class 4 contains 299973 members 
Mstep: Class 5 contains 122376 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 6968 members 
Mstep: Class 10 contains 291503 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66061 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 43135 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 18341 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 19718 members 
Mstep: Class 25 contains 25337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949640.000000 Penalty: 15839.890625
Iteration 411Q: 26 clusters Score -4.694964e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38750 members 
Mstep: Class 3 contains 146820 members 
Mstep: Class 4 contains 300015 members 
Mstep: Class 5 contains 122217 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 5962 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 291447 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66083 members 
Mstep: Class 13 contains 799 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 807 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 43167 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 18342 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 19719 members 
Mstep: Class 25 contains 25375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949448.000000 Penalty: 15839.890625
Iteration 412Q: 26 clusters Score -4.694945e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 38747 members 
Mstep: Class 3 contains 146898 members 
Mstep: Class 4 contains 300034 members 
Mstep: Class 5 contains 122068 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7570 members 
Mstep: Class 8 contains 5956 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 291437 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66118 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 807 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 43189 members 
Mstep: Class 21 contains 2347 members 
Mstep: Class 22 contains 18337 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19717 members 
Mstep: Class 25 contains 25407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949512.000000 Penalty: 15839.890625
Iteration 413Q: 26 clusters Score -4.694951e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 146993 members 
Mstep: Class 4 contains 300033 members 
Mstep: Class 5 contains 121910 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 291424 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66161 members 
Mstep: Class 13 contains 772 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 911 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 43210 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 18337 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 19709 members 
Mstep: Class 25 contains 25440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949616.000000 Penalty: 15839.890625
Iteration 414Q: 26 clusters Score -4.694962e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 38756 members 
Mstep: Class 3 contains 147150 members 
Mstep: Class 4 contains 300078 members 
Mstep: Class 5 contains 121765 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7583 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 291327 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66180 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 911 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 43218 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 18338 members 
Mstep: Class 23 contains 2798 members 
Mstep: Class 24 contains 19699 members 
Mstep: Class 25 contains 25477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949668.000000 Penalty: 15839.890625
Iteration 415Q: 26 clusters Score -4.694967e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38759 members 
Mstep: Class 3 contains 147284 members 
Mstep: Class 4 contains 300168 members 
Mstep: Class 5 contains 121592 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 291220 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 66206 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 911 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 43243 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 18337 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 19684 members 
Mstep: Class 25 contains 25518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949904.000000 Penalty: 15839.890625
Iteration 416Q: 26 clusters Score -4.69499e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38767 members 
Mstep: Class 3 contains 147414 members 
Mstep: Class 4 contains 300236 members 
Mstep: Class 5 contains 121420 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7621 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 291115 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66239 members 
Mstep: Class 13 contains 714 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 909 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 43278 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 18333 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19675 members 
Mstep: Class 25 contains 25559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46949916.000000 Penalty: 15839.890625
Iteration 417Q: 26 clusters Score -4.694992e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38766 members 
Mstep: Class 3 contains 147556 members 
Mstep: Class 4 contains 300325 members 
Mstep: Class 5 contains 121235 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 5900 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 291019 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66263 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 43305 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 18329 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 19667 members 
Mstep: Class 25 contains 25608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950016.000000 Penalty: 15839.890625
Iteration 418Q: 26 clusters Score -4.695002e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38764 members 
Mstep: Class 3 contains 147691 members 
Mstep: Class 4 contains 300454 members 
Mstep: Class 5 contains 121048 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 5889 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 290907 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66286 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 43314 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 19653 members 
Mstep: Class 25 contains 25658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950068.000000 Penalty: 15839.890625
Iteration 419Q: 26 clusters Score -4.695007e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38775 members 
Mstep: Class 3 contains 147801 members 
Mstep: Class 4 contains 300522 members 
Mstep: Class 5 contains 120910 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 290818 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66315 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 43308 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19645 members 
Mstep: Class 25 contains 25707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950068.000000 Penalty: 15839.890625
Iteration 420F: 26 clusters Score -4.695007e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38778 members 
Mstep: Class 3 contains 147890 members 
Mstep: Class 4 contains 300588 members 
Mstep: Class 5 contains 120763 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 290732 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 66379 members 
Mstep: Class 13 contains 638 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 43297 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 18322 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19636 members 
Mstep: Class 25 contains 25740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950096.000000 Penalty: 15839.890625
Iteration 421Q: 26 clusters Score -4.69501e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38784 members 
Mstep: Class 3 contains 147978 members 
Mstep: Class 4 contains 300643 members 
Mstep: Class 5 contains 120590 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 290686 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66430 members 
Mstep: Class 13 contains 628 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 43285 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 19619 members 
Mstep: Class 25 contains 25772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950240.000000 Penalty: 15839.890625
Iteration 422Q: 26 clusters Score -4.695024e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38776 members 
Mstep: Class 3 contains 148092 members 
Mstep: Class 4 contains 300678 members 
Mstep: Class 5 contains 120428 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 290655 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66499 members 
Mstep: Class 13 contains 614 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 43278 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 18321 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19599 members 
Mstep: Class 25 contains 25784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46950304.000000 Penalty: 15839.890625
Iteration 423Q: 26 clusters Score -4.69503e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38777 members 
Mstep: Class 3 contains 148197 members 
Mstep: Class 4 contains 300763 members 
Mstep: Class 5 contains 120284 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7780 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 290576 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66549 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 43253 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19583 members 
Mstep: Class 25 contains 25802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 627.216614 but Gain 633.595703
Score: -46950440.000000 Penalty: 15206.294922
Iteration 424Q: 25 clusters Score -4.695044e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38782 members 
Mstep: Class 3 contains 148326 members 
Mstep: Class 4 contains 301379 members 
Mstep: Class 5 contains 120206 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7817 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 290470 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 66591 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 43220 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19574 members 
Mstep: Class 25 contains 25807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951016.000000 Penalty: 15206.294922
Iteration 425Q: 25 clusters Score -4.695102e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38790 members 
Mstep: Class 3 contains 148473 members 
Mstep: Class 4 contains 301610 members 
Mstep: Class 5 contains 119913 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7843 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 290325 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66636 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 43197 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 18314 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19557 members 
Mstep: Class 25 contains 25826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951084.000000 Penalty: 15206.294922
Iteration 426Q: 25 clusters Score -4.695108e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38811 members 
Mstep: Class 3 contains 148618 members 
Mstep: Class 4 contains 301814 members 
Mstep: Class 5 contains 119605 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7863 members 
Mstep: Class 8 contains 5778 members 
Mstep: Class 9 contains 7095 members 
Mstep: Class 10 contains 290219 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66676 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 43163 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19555 members 
Mstep: Class 25 contains 25850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951072.000000 Penalty: 15206.294922
Iteration 427Q: 25 clusters Score -4.695107e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38831 members 
Mstep: Class 3 contains 148754 members 
Mstep: Class 4 contains 301984 members 
Mstep: Class 5 contains 119321 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7887 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 290136 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66709 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 43123 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 19560 members 
Mstep: Class 25 contains 25874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951164.000000 Penalty: 15206.294922
Iteration 428Q: 25 clusters Score -4.695116e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38847 members 
Mstep: Class 3 contains 148895 members 
Mstep: Class 4 contains 302126 members 
Mstep: Class 5 contains 119035 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7904 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 290088 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 66740 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 43083 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 19558 members 
Mstep: Class 25 contains 25906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951228.000000 Penalty: 15206.294922
Iteration 429Q: 25 clusters Score -4.695123e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38844 members 
Mstep: Class 3 contains 149038 members 
Mstep: Class 4 contains 302271 members 
Mstep: Class 5 contains 118724 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 7153 members 
Mstep: Class 10 contains 290040 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 66788 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 43073 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 18315 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 19551 members 
Mstep: Class 25 contains 25928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951284.000000 Penalty: 15206.294922
Iteration 430Q: 25 clusters Score -4.695128e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 149186 members 
Mstep: Class 4 contains 302405 members 
Mstep: Class 5 contains 118382 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 290023 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66816 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 43069 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 19558 members 
Mstep: Class 25 contains 25954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951328.000000 Penalty: 15206.294922
Iteration 431Q: 25 clusters Score -4.695133e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 149301 members 
Mstep: Class 4 contains 302527 members 
Mstep: Class 5 contains 118027 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 290067 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66851 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 8811 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 43056 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 18308 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 19570 members 
Mstep: Class 25 contains 25971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951228.000000 Penalty: 15206.294922
Iteration 432Q: 25 clusters Score -4.695123e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 38850 members 
Mstep: Class 3 contains 149430 members 
Mstep: Class 4 contains 302607 members 
Mstep: Class 5 contains 117699 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 290092 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66907 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 8817 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 43047 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 19575 members 
Mstep: Class 25 contains 25983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951208.000000 Penalty: 15206.294922
Iteration 433Q: 25 clusters Score -4.695121e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38852 members 
Mstep: Class 3 contains 149561 members 
Mstep: Class 4 contains 302691 members 
Mstep: Class 5 contains 117361 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 290124 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 66965 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 43013 members 
Mstep: Class 21 contains 2277 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 2793 members 
Mstep: Class 24 contains 19587 members 
Mstep: Class 25 contains 25998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951200.000000 Penalty: 15206.294922
Iteration 434Q: 25 clusters Score -4.69512e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38856 members 
Mstep: Class 3 contains 149686 members 
Mstep: Class 4 contains 302790 members 
Mstep: Class 5 contains 117052 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 290127 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67021 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 42970 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 18309 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 19598 members 
Mstep: Class 25 contains 26020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951328.000000 Penalty: 15206.294922
Iteration 435Q: 25 clusters Score -4.695133e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38856 members 
Mstep: Class 3 contains 149850 members 
Mstep: Class 4 contains 302915 members 
Mstep: Class 5 contains 116726 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 290119 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67061 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 8831 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 42914 members 
Mstep: Class 21 contains 2273 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 19614 members 
Mstep: Class 25 contains 26059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951432.000000 Penalty: 15206.294922
Iteration 436Q: 25 clusters Score -4.695143e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38846 members 
Mstep: Class 3 contains 150008 members 
Mstep: Class 4 contains 303043 members 
Mstep: Class 5 contains 116396 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 290098 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67105 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 42856 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 19638 members 
Mstep: Class 25 contains 26109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951504.000000 Penalty: 15206.294922
Iteration 437Q: 25 clusters Score -4.69515e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38832 members 
Mstep: Class 3 contains 150135 members 
Mstep: Class 4 contains 303220 members 
Mstep: Class 5 contains 116054 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8178 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 290090 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67154 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 42795 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 19663 members 
Mstep: Class 25 contains 26162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951536.000000 Penalty: 15206.294922
Iteration 438Q: 25 clusters Score -4.695154e+07 nChanged 1730
Entering ConstructFrom: 
Score: -46951536.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -67971.125000 Penalty: 332.690826
	Iteration 0F: 2 clusters Score -67971.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66878.593750 Penalty: 665.381653
	Iteration 0F: 3 clusters Score -66878.59 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -67187.632812 Penalty: 665.381653
	Iteration 1F: 3 clusters Score -67187.63 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -67250.609375 Penalty: 665.381653
	Iteration 2F: 3 clusters Score -67250.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -67298.375000 Penalty: 665.381653
	Iteration 3F: 3 clusters Score -67298.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -67345.070312 Penalty: 665.381653
	Iteration 4Q: 3 clusters Score -67345.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -67389.921875 Penalty: 665.381653
	Iteration 5Q: 3 clusters Score -67389.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -67432.828125 Penalty: 665.381653
	Iteration 6Q: 3 clusters Score -67432.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -67484.515625 Penalty: 665.381653
	Iteration 7Q: 3 clusters Score -67484.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -67525.695312 Penalty: 665.381653
	Iteration 8Q: 3 clusters Score -67525.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -67550.445312 Penalty: 665.381653
	Iteration 9Q: 3 clusters Score -67550.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -67564.929688 Penalty: 665.381653
	Iteration 10Q: 3 clusters Score -67564.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -67572.843750 Penalty: 665.381653
	Iteration 11Q: 3 clusters Score -67572.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -67578.453125 Penalty: 665.381653
	Iteration 12Q: 3 clusters Score -67578.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -67583.476562 Penalty: 665.381653
	Iteration 13Q: 3 clusters Score -67583.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67586.500000 Penalty: 665.381653
	Iteration 14Q: 3 clusters Score -67586.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67590.210938 Penalty: 665.381653
	Iteration 15Q: 3 clusters Score -67590.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -67592.210938 Penalty: 665.381653
	Iteration 16Q: 3 clusters Score -67592.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67593.585938 Penalty: 665.381653
	Iteration 17Q: 3 clusters Score -67593.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67594.125000 Penalty: 665.381653
	Iteration 18Q: 3 clusters Score -67594.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67595.687500 Penalty: 665.381653
	Iteration 19Q: 3 clusters Score -67595.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -67597.890625 Penalty: 665.381653
	Iteration 20F: 3 clusters Score -67597.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -67600.460938 Penalty: 665.381653
	Iteration 21Q: 3 clusters Score -67600.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -67603.523438 Penalty: 665.381653
	Iteration 22Q: 3 clusters Score -67603.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -67606.460938 Penalty: 665.381653
	Iteration 23Q: 3 clusters Score -67606.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -67610.601562 Penalty: 665.381653
	Iteration 24Q: 3 clusters Score -67610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -67613.671875 Penalty: 665.381653
	Iteration 25Q: 3 clusters Score -67613.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -67614.507812 Penalty: 665.381653
	Iteration 26Q: 3 clusters Score -67614.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -67615.140625 Penalty: 665.381653
	Iteration 27Q: 3 clusters Score -67615.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67616.078125 Penalty: 665.381653
	Iteration 28Q: 3 clusters Score -67616.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67616.851562 Penalty: 665.381653
	Iteration 29Q: 3 clusters Score -67616.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -67617.445312 Penalty: 665.381653
	Iteration 30Q: 3 clusters Score -67617.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -67617.718750 Penalty: 665.381653
	Iteration 31Q: 3 clusters Score -67617.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -67618.320312 Penalty: 665.381653
	Iteration 32Q: 3 clusters Score -67618.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -67620.101562 Penalty: 665.381653
	Iteration 33Q: 3 clusters Score -67620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -67623.523438 Penalty: 665.381653
	Iteration 34Q: 3 clusters Score -67623.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67625.156250 Penalty: 665.381653
	Iteration 35Q: 3 clusters Score -67625.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67628.242188 Penalty: 665.381653
	Iteration 36Q: 3 clusters Score -67628.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -67630.921875 Penalty: 665.381653
	Iteration 37Q: 3 clusters Score -67630.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -67632.101562 Penalty: 665.381653
	Iteration 38Q: 3 clusters Score -67632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -67634.179688 Penalty: 665.381653
	Iteration 39Q: 3 clusters Score -67634.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -67634.640625 Penalty: 665.381653
	Iteration 40F: 3 clusters Score -67634.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -67634.906250 Penalty: 665.381653
	Iteration 41Q: 3 clusters Score -67634.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -67634.906250 Penalty: 665.381653
	Iteration 42F: 3 clusters Score -67634.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Entering Unmasked Estep 
Score: -1575985.375000 Penalty: 480.797333
	Iteration 0F: 2 clusters Score -1575985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1549851.625000 Penalty: 961.594666
	Iteration 0F: 3 clusters Score -1549852 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1562055.500000 Penalty: 961.594666
	Iteration 1F: 3 clusters Score -1562056 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -1563531.625000 Penalty: 961.594666
	Iteration 2F: 3 clusters Score -1563532 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -1565695.500000 Penalty: 961.594666
	Iteration 3F: 3 clusters Score -1565696 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -1568197.125000 Penalty: 961.594666
	Iteration 4F: 3 clusters Score -1568197 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -1570340.250000 Penalty: 961.594666
	Iteration 5F: 3 clusters Score -1570340 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1571504.750000 Penalty: 961.594666
	Iteration 6Q: 3 clusters Score -1571505 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -1572176.375000 Penalty: 961.594666
	Iteration 7Q: 3 clusters Score -1572176 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -1572648.000000 Penalty: 961.594666
	Iteration 8Q: 3 clusters Score -1572648 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -1573061.875000 Penalty: 961.594666
	Iteration 9Q: 3 clusters Score -1573062 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -1573440.000000 Penalty: 961.594666
	Iteration 10Q: 3 clusters Score -1573440 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -1573749.500000 Penalty: 961.594666
	Iteration 11Q: 3 clusters Score -1573750 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -1574037.625000 Penalty: 961.594666
	Iteration 12Q: 3 clusters Score -1574038 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -1574247.375000 Penalty: 961.594666
	Iteration 13Q: 3 clusters Score -1574247 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -1574430.250000 Penalty: 961.594666
	Iteration 14Q: 3 clusters Score -1574430 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -1574601.750000 Penalty: 961.594666
	Iteration 15Q: 3 clusters Score -1574602 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -1574746.125000 Penalty: 961.594666
	Iteration 16Q: 3 clusters Score -1574746 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -1574896.875000 Penalty: 961.594666
	Iteration 17Q: 3 clusters Score -1574897 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -1575024.375000 Penalty: 961.594666
	Iteration 18Q: 3 clusters Score -1575024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -1575150.375000 Penalty: 961.594666
	Iteration 19Q: 3 clusters Score -1575150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -1575246.875000 Penalty: 961.594666
	Iteration 20F: 3 clusters Score -1575247 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -1575338.625000 Penalty: 961.594666
	Iteration 21Q: 3 clusters Score -1575339 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -1575419.750000 Penalty: 961.594666
	Iteration 22Q: 3 clusters Score -1575420 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -1575493.250000 Penalty: 961.594666
	Iteration 23Q: 3 clusters Score -1575493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -1575552.000000 Penalty: 961.594666
	Iteration 24Q: 3 clusters Score -1575552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -1575596.625000 Penalty: 961.594666
	Iteration 25Q: 3 clusters Score -1575597 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -1575641.500000 Penalty: 961.594666
	Iteration 26Q: 3 clusters Score -1575642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -1575670.000000 Penalty: 961.594666
	Iteration 27Q: 3 clusters Score -1575670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -1575706.875000 Penalty: 961.594666
	Iteration 28Q: 3 clusters Score -1575707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -1575724.625000 Penalty: 961.594666
	Iteration 29Q: 3 clusters Score -1575725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -1575743.625000 Penalty: 961.594666
	Iteration 30Q: 3 clusters Score -1575744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -1575764.250000 Penalty: 961.594666
	Iteration 31Q: 3 clusters Score -1575764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -1575778.500000 Penalty: 961.594666
	Iteration 32Q: 3 clusters Score -1575778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -1575792.375000 Penalty: 961.594666
	Iteration 33Q: 3 clusters Score -1575792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -1575796.500000 Penalty: 961.594666
	Iteration 34Q: 3 clusters Score -1575796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -1575795.000000 Penalty: 961.594666
	Iteration 35Q: 3 clusters Score -1575795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -1575795.750000 Penalty: 961.594666
	Iteration 36Q: 3 clusters Score -1575796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -1575801.250000 Penalty: 961.594666
	Iteration 37Q: 3 clusters Score -1575801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -1575803.250000 Penalty: 961.594666
	Iteration 38Q: 3 clusters Score -1575803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -1575811.875000 Penalty: 961.594666
	Iteration 39Q: 3 clusters Score -1575812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -1575816.500000 Penalty: 961.594666
	Iteration 40F: 3 clusters Score -1575816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -1575823.500000 Penalty: 961.594666
	Iteration 41Q: 3 clusters Score -1575824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -1575827.125000 Penalty: 961.594666
	Iteration 42Q: 3 clusters Score -1575827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -1575828.625000 Penalty: 961.594666
	Iteration 43Q: 3 clusters Score -1575829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -1575844.750000 Penalty: 961.594666
	Iteration 44Q: 3 clusters Score -1575845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -1575846.750000 Penalty: 961.594666
	Iteration 45Q: 3 clusters Score -1575847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -1575846.375000 Penalty: 961.594666
	Iteration 46Q: 3 clusters Score -1575846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -1575854.875000 Penalty: 961.594666
	Iteration 47Q: 3 clusters Score -1575855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -1575856.625000 Penalty: 961.594666
	Iteration 48Q: 3 clusters Score -1575857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -1575860.125000 Penalty: 961.594666
	Iteration 49Q: 3 clusters Score -1575860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -1575863.375000 Penalty: 961.594666
	Iteration 50Q: 3 clusters Score -1575863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -1575862.250000 Penalty: 961.594666
	Iteration 51Q: 3 clusters Score -1575862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -1575869.000000 Penalty: 961.594666
	Iteration 52Q: 3 clusters Score -1575869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -1575869.625000 Penalty: 961.594666
	Iteration 53Q: 3 clusters Score -1575870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -1575869.625000 Penalty: 961.594666
	Iteration 54Q: 3 clusters Score -1575870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -1575869.375000 Penalty: 961.594666
	Iteration 55Q: 3 clusters Score -1575869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -1575867.750000 Penalty: 961.594666
	Iteration 56Q: 3 clusters Score -1575868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -1575871.125000 Penalty: 961.594666
	Iteration 57Q: 3 clusters Score -1575871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -1575868.875000 Penalty: 961.594666
	Iteration 58Q: 3 clusters Score -1575869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -1575868.500000 Penalty: 961.594666
	Iteration 59Q: 3 clusters Score -1575868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -1575870.625000 Penalty: 961.594666
	Iteration 60F: 3 clusters Score -1575871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -1575875.500000 Penalty: 961.594666
	Iteration 61Q: 3 clusters Score -1575876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -1575878.000000 Penalty: 961.594666
	Iteration 62Q: 3 clusters Score -1575878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -1575879.500000 Penalty: 961.594666
	Iteration 63Q: 3 clusters Score -1575880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -1575878.625000 Penalty: 961.594666
	Iteration 64Q: 3 clusters Score -1575879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -1575877.000000 Penalty: 961.594666
	Iteration 65Q: 3 clusters Score -1575877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -1575878.000000 Penalty: 961.594666
	Iteration 66Q: 3 clusters Score -1575878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -1575877.875000 Penalty: 961.594666
	Iteration 67Q: 3 clusters Score -1575878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -1575879.500000 Penalty: 961.594666
	Iteration 68Q: 3 clusters Score -1575880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -1575879.875000 Penalty: 961.594666
	Iteration 69Q: 3 clusters Score -1575880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -1575880.250000 Penalty: 961.594666
	Iteration 70Q: 3 clusters Score -1575880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -1575881.125000 Penalty: 961.594666
	Iteration 71Q: 3 clusters Score -1575881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -1575881.375000 Penalty: 961.594666
	Iteration 72Q: 3 clusters Score -1575881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -1575882.500000 Penalty: 961.594666
	Iteration 73Q: 3 clusters Score -1575882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -1575883.750000 Penalty: 961.594666
	Iteration 74Q: 3 clusters Score -1575884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -1575883.375000 Penalty: 961.594666
	Iteration 75Q: 3 clusters Score -1575883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -1575882.125000 Penalty: 961.594666
	Iteration 76Q: 3 clusters Score -1575882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -1575884.375000 Penalty: 961.594666
	Iteration 77Q: 3 clusters Score -1575884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -1575884.500000 Penalty: 961.594666
	Iteration 78Q: 3 clusters Score -1575884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -1575884.500000 Penalty: 961.594666
	Iteration 79Q: 3 clusters Score -1575884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -1575882.500000 Penalty: 961.594666
	Iteration 80F: 3 clusters Score -1575882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -1575884.125000 Penalty: 961.594666
	Iteration 81Q: 3 clusters Score -1575884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -1575884.625000 Penalty: 961.594666
	Iteration 82Q: 3 clusters Score -1575885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -1575885.250000 Penalty: 961.594666
	Iteration 83Q: 3 clusters Score -1575885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -1575885.250000 Penalty: 961.594666
	Iteration 84F: 3 clusters Score -1575885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (150294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Entering Unmasked Estep 
Score: -6682230.000000 Penalty: 542.375854
	Iteration 0F: 2 clusters Score -6682230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -6580350.500000 Penalty: 1084.751709
	Iteration 0F: 3 clusters Score -6580350 nChanged 73413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -6625109.500000 Penalty: 1084.751709
	Iteration 1F: 3 clusters Score -6625110 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -6626198.500000 Penalty: 1084.751709
	Iteration 2Q: 3 clusters Score -6626198 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -6627993.000000 Penalty: 1084.751709
	Iteration 3Q: 3 clusters Score -6627993 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -6630860.500000 Penalty: 1084.751709
	Iteration 4Q: 3 clusters Score -6630860 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -6635702.500000 Penalty: 1084.751709
	Iteration 5F: 3 clusters Score -6635702 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -6643092.000000 Penalty: 1084.751709
	Iteration 6F: 3 clusters Score -6643092 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -6650319.500000 Penalty: 1084.751709
	Iteration 7F: 3 clusters Score -6650320 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -6653532.000000 Penalty: 1084.751709
	Iteration 8F: 3 clusters Score -6653532 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -6654261.500000 Penalty: 1084.751709
	Iteration 9Q: 3 clusters Score -6654262 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -6654454.500000 Penalty: 1084.751709
	Iteration 10Q: 3 clusters Score -6654454 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -6654537.000000 Penalty: 1084.751709
	Iteration 11Q: 3 clusters Score -6654537 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -6654631.500000 Penalty: 1084.751709
	Iteration 12Q: 3 clusters Score -6654632 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -6654738.500000 Penalty: 1084.751709
	Iteration 13Q: 3 clusters Score -6654738 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -6654846.500000 Penalty: 1084.751709
	Iteration 14Q: 3 clusters Score -6654846 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -6654970.500000 Penalty: 1084.751709
	Iteration 15Q: 3 clusters Score -6654970 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -6655087.000000 Penalty: 1084.751709
	Iteration 16Q: 3 clusters Score -6655087 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -6655248.500000 Penalty: 1084.751709
	Iteration 17Q: 3 clusters Score -6655248 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -6655485.500000 Penalty: 1084.751709
	Iteration 18Q: 3 clusters Score -6655486 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -6655730.000000 Penalty: 1084.751709
	Iteration 19Q: 3 clusters Score -6655730 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -6656061.500000 Penalty: 1084.751709
	Iteration 20F: 3 clusters Score -6656062 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -6656457.500000 Penalty: 1084.751709
	Iteration 21Q: 3 clusters Score -6656458 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -6656939.500000 Penalty: 1084.751709
	Iteration 22Q: 3 clusters Score -6656940 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -6657396.500000 Penalty: 1084.751709
	Iteration 23Q: 3 clusters Score -6657396 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -6657920.500000 Penalty: 1084.751709
	Iteration 24Q: 3 clusters Score -6657920 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -6658596.000000 Penalty: 1084.751709
	Iteration 25Q: 3 clusters Score -6658596 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -6659340.000000 Penalty: 1084.751709
	Iteration 26Q: 3 clusters Score -6659340 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -6660292.500000 Penalty: 1084.751709
	Iteration 27Q: 3 clusters Score -6660292 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -6661391.000000 Penalty: 1084.751709
	Iteration 28Q: 3 clusters Score -6661391 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -6662724.500000 Penalty: 1084.751709
	Iteration 29Q: 3 clusters Score -6662724 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -6664086.000000 Penalty: 1084.751709
	Iteration 30Q: 3 clusters Score -6664086 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -6665715.500000 Penalty: 1084.751709
	Iteration 31Q: 3 clusters Score -6665716 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -6667520.500000 Penalty: 1084.751709
	Iteration 32Q: 3 clusters Score -6667520 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 134412 members 
Entering Unmasked Estep 
Score: -6669496.000000 Penalty: 1084.751709
	Iteration 33Q: 3 clusters Score -6669496 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 137635 members 
Entering Unmasked Estep 
Score: -6671549.000000 Penalty: 1084.751709
	Iteration 34Q: 3 clusters Score -6671549 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 140615 members 
Entering Unmasked Estep 
Score: -6673733.000000 Penalty: 1084.751709
	Iteration 35Q: 3 clusters Score -6673733 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -6675679.000000 Penalty: 1084.751709
	Iteration 36Q: 3 clusters Score -6675679 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -6677395.500000 Penalty: 1084.751709
	Iteration 37Q: 3 clusters Score -6677396 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 147072 members 
Entering Unmasked Estep 
Score: -6678858.000000 Penalty: 1084.751709
	Iteration 38Q: 3 clusters Score -6678858 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 148430 members 
Entering Unmasked Estep 
Score: -6680090.000000 Penalty: 1084.751709
	Iteration 39Q: 3 clusters Score -6680090 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -6680949.000000 Penalty: 1084.751709
	Iteration 40F: 3 clusters Score -6680949 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -6681375.000000 Penalty: 1084.751709
	Iteration 41Q: 3 clusters Score -6681375 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -6681576.000000 Penalty: 1084.751709
	Iteration 42Q: 3 clusters Score -6681576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -6681662.500000 Penalty: 1084.751709
	Iteration 43Q: 3 clusters Score -6681662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -6681698.000000 Penalty: 1084.751709
	Iteration 44Q: 3 clusters Score -6681698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -6681729.000000 Penalty: 1084.751709
	Iteration 45Q: 3 clusters Score -6681729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -6681732.000000 Penalty: 1084.751709
	Iteration 46Q: 3 clusters Score -6681732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
Score: -6681733.500000 Penalty: 1084.751709
	Iteration 47Q: 3 clusters Score -6681734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -6681740.000000 Penalty: 1084.751709
	Iteration 48Q: 3 clusters Score -6681740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -6681740.000000 Penalty: 1084.751709
	Iteration 49F: 3 clusters Score -6681740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (303394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303394 members 
Entering Unmasked Estep 
Score: -13427815.000000 Penalty: 574.336853
	Iteration 0F: 2 clusters Score -1.342782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -13221129.000000 Penalty: 1148.673706
	Iteration 0F: 3 clusters Score -1.322113e+07 nChanged 149714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -13314660.000000 Penalty: 1148.673706
	Iteration 1F: 3 clusters Score -1.331466e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -13317826.000000 Penalty: 1148.673706
	Iteration 2Q: 3 clusters Score -1.331783e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130678 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -13322732.000000 Penalty: 1148.673706
	Iteration 3Q: 3 clusters Score -1.332273e+07 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -13331111.000000 Penalty: 1148.673706
	Iteration 4Q: 3 clusters Score -1.333111e+07 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 197054 members 
Entering Unmasked Estep 
Score: -13344630.000000 Penalty: 1148.673706
	Iteration 5F: 3 clusters Score -1.334463e+07 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 210757 members 
Entering Unmasked Estep 
Score: -13361431.000000 Penalty: 1148.673706
	Iteration 6F: 3 clusters Score -1.336143e+07 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 221278 members 
Entering Unmasked Estep 
Score: -13374841.000000 Penalty: 1148.673706
	Iteration 7F: 3 clusters Score -1.337484e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 228690 members 
Entering Unmasked Estep 
Score: -13382060.000000 Penalty: 1148.673706
	Iteration 8Q: 3 clusters Score -1.338206e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 234821 members 
Entering Unmasked Estep 
Score: -13385655.000000 Penalty: 1148.673706
	Iteration 9Q: 3 clusters Score -1.338566e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 240866 members 
Entering Unmasked Estep 
Score: -13388529.000000 Penalty: 1148.673706
	Iteration 10Q: 3 clusters Score -1.338853e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 246988 members 
Entering Unmasked Estep 
Score: -13391203.000000 Penalty: 1148.673706
	Iteration 11Q: 3 clusters Score -1.33912e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 253380 members 
Entering Unmasked Estep 
Score: -13394090.000000 Penalty: 1148.673706
	Iteration 12Q: 3 clusters Score -1.339409e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 259912 members 
Entering Unmasked Estep 
Score: -13397566.000000 Penalty: 1148.673706
	Iteration 13Q: 3 clusters Score -1.339757e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 266413 members 
Entering Unmasked Estep 
Score: -13401194.000000 Penalty: 1148.673706
	Iteration 14Q: 3 clusters Score -1.340119e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 272779 members 
Entering Unmasked Estep 
Score: -13405127.000000 Penalty: 1148.673706
	Iteration 15Q: 3 clusters Score -1.340513e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 278854 members 
Entering Unmasked Estep 
Score: -13409220.000000 Penalty: 1148.673706
	Iteration 16Q: 3 clusters Score -1.340922e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 284414 members 
Entering Unmasked Estep 
Score: -13413423.000000 Penalty: 1148.673706
	Iteration 17Q: 3 clusters Score -1.341342e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 289364 members 
Entering Unmasked Estep 
Score: -13417419.000000 Penalty: 1148.673706
	Iteration 18Q: 3 clusters Score -1.341742e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 293608 members 
Entering Unmasked Estep 
Score: -13420772.000000 Penalty: 1148.673706
	Iteration 19Q: 3 clusters Score -1.342077e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 296973 members 
Entering Unmasked Estep 
Score: -13423217.000000 Penalty: 1148.673706
	Iteration 20F: 3 clusters Score -1.342322e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 299394 members 
Entering Unmasked Estep 
Score: -13425013.000000 Penalty: 1148.673706
	Iteration 21Q: 3 clusters Score -1.342501e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 300971 members 
Entering Unmasked Estep 
Score: -13426053.000000 Penalty: 1148.673706
	Iteration 22Q: 3 clusters Score -1.342605e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 301897 members 
Entering Unmasked Estep 
Score: -13426617.000000 Penalty: 1148.673706
	Iteration 23Q: 3 clusters Score -1.342662e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 302453 members 
Entering Unmasked Estep 
Score: -13426917.000000 Penalty: 1148.673706
	Iteration 24Q: 3 clusters Score -1.342692e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 302770 members 
Entering Unmasked Estep 
Score: -13427076.000000 Penalty: 1148.673706
	Iteration 25Q: 3 clusters Score -1.342708e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 302940 members 
Entering Unmasked Estep 
Score: -13427154.000000 Penalty: 1148.673706
	Iteration 26Q: 3 clusters Score -1.342715e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 303049 members 
Entering Unmasked Estep 
Score: -13427220.000000 Penalty: 1148.673706
	Iteration 27Q: 3 clusters Score -1.342722e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 303109 members 
Entering Unmasked Estep 
Score: -13427256.000000 Penalty: 1148.673706
	Iteration 28Q: 3 clusters Score -1.342726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303149 members 
Entering Unmasked Estep 
Score: -13427281.000000 Penalty: 1148.673706
	Iteration 29Q: 3 clusters Score -1.342728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 303168 members 
Entering Unmasked Estep 
Score: -13427286.000000 Penalty: 1148.673706
	Iteration 30Q: 3 clusters Score -1.342729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 303182 members 
Entering Unmasked Estep 
Score: -13427305.000000 Penalty: 1148.673706
	Iteration 31Q: 3 clusters Score -1.34273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 303192 members 
Entering Unmasked Estep 
Score: -13427304.000000 Penalty: 1148.673706
	Iteration 32Q: 3 clusters Score -1.34273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 303203 members 
Entering Unmasked Estep 
Score: -13427311.000000 Penalty: 1148.673706
	Iteration 33Q: 3 clusters Score -1.342731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 303208 members 
Entering Unmasked Estep 
Score: -13427309.000000 Penalty: 1148.673706
	Iteration 34Q: 3 clusters Score -1.342731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 303210 members 
Entering Unmasked Estep 
Score: -13427313.000000 Penalty: 1148.673706
	Iteration 35Q: 3 clusters Score -1.342731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 303214 members 
Entering Unmasked Estep 
Score: -13427322.000000 Penalty: 1148.673706
	Iteration 36Q: 3 clusters Score -1.342732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 303215 members 
Entering Unmasked Estep 
Score: -13427325.000000 Penalty: 1148.673706
	Iteration 37Q: 3 clusters Score -1.342732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 303215 members 
Entering Unmasked Estep 
Score: -13427323.000000 Penalty: 1148.673706
	Iteration 38Q: 3 clusters Score -1.342732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 303217 members 
Entering Unmasked Estep 
Score: -13427322.000000 Penalty: 1148.673706
	Iteration 39Q: 3 clusters Score -1.342732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 303218 members 
Entering Unmasked Estep 
Score: -13427328.000000 Penalty: 1148.673706
	Iteration 40F: 3 clusters Score -1.342733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Entering Unmasked Estep 
Score: -5107355.500000 Penalty: 530.490662
	Iteration 0F: 2 clusters Score -5107356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -5028775.000000 Penalty: 1060.981323
	Iteration 0F: 3 clusters Score -5028775 nChanged 56850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -5064347.000000 Penalty: 1060.981323
	Iteration 1F: 3 clusters Score -5064347 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -5067348.000000 Penalty: 1060.981323
	Iteration 2F: 3 clusters Score -5067348 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -5072764.000000 Penalty: 1060.981323
	Iteration 3F: 3 clusters Score -5072764 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -5081313.500000 Penalty: 1060.981323
	Iteration 4F: 3 clusters Score -5081314 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -5091439.000000 Penalty: 1060.981323
	Iteration 5F: 3 clusters Score -5091439 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -5099694.000000 Penalty: 1060.981323
	Iteration 6F: 3 clusters Score -5099694 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 112839 members 
Entering Unmasked Estep 
Score: -5104287.500000 Penalty: 1060.981323
	Iteration 7Q: 3 clusters Score -5104288 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -5105996.500000 Penalty: 1060.981323
	Iteration 8Q: 3 clusters Score -5105996 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -5106551.500000 Penalty: 1060.981323
	Iteration 9Q: 3 clusters Score -5106552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -5106771.500000 Penalty: 1060.981323
	Iteration 10Q: 3 clusters Score -5106772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -5106839.500000 Penalty: 1060.981323
	Iteration 11Q: 3 clusters Score -5106840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -5106873.500000 Penalty: 1060.981323
	Iteration 12Q: 3 clusters Score -5106874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -5106888.000000 Penalty: 1060.981323
	Iteration 13Q: 3 clusters Score -5106888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -5106893.500000 Penalty: 1060.981323
	Iteration 14Q: 3 clusters Score -5106894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -5106906.500000 Penalty: 1060.981323
	Iteration 15Q: 3 clusters Score -5106906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -5106908.000000 Penalty: 1060.981323
	Iteration 16Q: 3 clusters Score -5106908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -5106910.000000 Penalty: 1060.981323
	Iteration 17Q: 3 clusters Score -5106910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -5106909.000000 Penalty: 1060.981323
	Iteration 18Q: 3 clusters Score -5106909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -5106909.000000 Penalty: 1060.981323
	Iteration 19F: 3 clusters Score -5106909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5937.247070 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -5937.247 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 103 members 
Entering Unmasked Estep 
Score: -5654.056641 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -5654.057 nChanged 66
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: -5758.320801 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -5758.321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5831.025879 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -5831.026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5846.854492 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -5846.854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5853.877930 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -5853.878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5853.877930 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -5853.878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -358477.625000 Penalty: 410.079803
	Iteration 0F: 2 clusters Score -358477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -352948.875000 Penalty: 820.159607
	Iteration 0F: 3 clusters Score -352948.9 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -355119.906250 Penalty: 820.159607
	Iteration 1F: 3 clusters Score -355119.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -355385.562500 Penalty: 820.159607
	Iteration 2F: 3 clusters Score -355385.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -355705.906250 Penalty: 820.159607
	Iteration 3F: 3 clusters Score -355705.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -356121.531250 Penalty: 820.159607
	Iteration 4F: 3 clusters Score -356121.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -356571.218750 Penalty: 820.159607
	Iteration 5F: 3 clusters Score -356571.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -357075.406250 Penalty: 820.159607
	Iteration 6F: 3 clusters Score -357075.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -357453.156250 Penalty: 820.159607
	Iteration 7F: 3 clusters Score -357453.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -357715.968750 Penalty: 820.159607
	Iteration 8Q: 3 clusters Score -357716 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -357872.968750 Penalty: 820.159607
	Iteration 9Q: 3 clusters Score -357873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -357943.687500 Penalty: 820.159607
	Iteration 10Q: 3 clusters Score -357943.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -357984.250000 Penalty: 820.159607
	Iteration 11Q: 3 clusters Score -357984.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -358003.000000 Penalty: 820.159607
	Iteration 12Q: 3 clusters Score -358003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -358018.906250 Penalty: 820.159607
	Iteration 13Q: 3 clusters Score -358018.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -358028.375000 Penalty: 820.159607
	Iteration 14Q: 3 clusters Score -358028.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -358031.281250 Penalty: 820.159607
	Iteration 15Q: 3 clusters Score -358031.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -358034.875000 Penalty: 820.159607
	Iteration 16Q: 3 clusters Score -358034.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -358037.875000 Penalty: 820.159607
	Iteration 17Q: 3 clusters Score -358037.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -358039.218750 Penalty: 820.159607
	Iteration 18Q: 3 clusters Score -358039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -358040.156250 Penalty: 820.159607
	Iteration 19Q: 3 clusters Score -358040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -358039.781250 Penalty: 820.159607
	Iteration 20F: 3 clusters Score -358039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -358040.250000 Penalty: 820.159607
	Iteration 21Q: 3 clusters Score -358040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -358040.656250 Penalty: 820.159607
	Iteration 22Q: 3 clusters Score -358040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -358042.562500 Penalty: 820.159607
	Iteration 23Q: 3 clusters Score -358042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -358043.718750 Penalty: 820.159607
	Iteration 24Q: 3 clusters Score -358043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -358043.718750 Penalty: 820.159607
	Iteration 25Q: 3 clusters Score -358043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -358044.593750 Penalty: 820.159607
	Iteration 26Q: 3 clusters Score -358044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -358044.718750 Penalty: 820.159607
	Iteration 27Q: 3 clusters Score -358044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -358045.250000 Penalty: 820.159607
	Iteration 28Q: 3 clusters Score -358045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -358045.625000 Penalty: 820.159607
	Iteration 29Q: 3 clusters Score -358045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -358045.406250 Penalty: 820.159607
	Iteration 30Q: 3 clusters Score -358045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -358045.500000 Penalty: 820.159607
	Iteration 31Q: 3 clusters Score -358045.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -358045.500000 Penalty: 820.159607
	Iteration 32F: 3 clusters Score -358045.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -245740.203125 Penalty: 392.574829
	Iteration 0F: 2 clusters Score -245740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -242030.843750 Penalty: 785.149658
	Iteration 0F: 3 clusters Score -242030.8 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -243399.828125 Penalty: 785.149658
	Iteration 1F: 3 clusters Score -243399.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -243483.421875 Penalty: 785.149658
	Iteration 2Q: 3 clusters Score -243483.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -243553.531250 Penalty: 785.149658
	Iteration 3Q: 3 clusters Score -243553.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -243635.359375 Penalty: 785.149658
	Iteration 4Q: 3 clusters Score -243635.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -243730.437500 Penalty: 785.149658
	Iteration 5Q: 3 clusters Score -243730.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -243867.687500 Penalty: 785.149658
	Iteration 6Q: 3 clusters Score -243867.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -244043.296875 Penalty: 785.149658
	Iteration 7F: 3 clusters Score -244043.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -244268.843750 Penalty: 785.149658
	Iteration 8F: 3 clusters Score -244268.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -244566.218750 Penalty: 785.149658
	Iteration 9F: 3 clusters Score -244566.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -244868.359375 Penalty: 785.149658
	Iteration 10F: 3 clusters Score -244868.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -245125.031250 Penalty: 785.149658
	Iteration 11Q: 3 clusters Score -245125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -245273.593750 Penalty: 785.149658
	Iteration 12Q: 3 clusters Score -245273.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -245355.218750 Penalty: 785.149658
	Iteration 13Q: 3 clusters Score -245355.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -245395.156250 Penalty: 785.149658
	Iteration 14Q: 3 clusters Score -245395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -245404.703125 Penalty: 785.149658
	Iteration 15Q: 3 clusters Score -245404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -245412.078125 Penalty: 785.149658
	Iteration 16Q: 3 clusters Score -245412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -245412.562500 Penalty: 785.149658
	Iteration 17Q: 3 clusters Score -245412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -245413.562500 Penalty: 785.149658
	Iteration 18Q: 3 clusters Score -245413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -245414.656250 Penalty: 785.149658
	Iteration 19Q: 3 clusters Score -245414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -245414.656250 Penalty: 785.149658
	Iteration 20F: 3 clusters Score -245414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -315529.281250 Penalty: 404.494873
	Iteration 0F: 2 clusters Score -315529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -310658.250000 Penalty: 808.989746
	Iteration 0F: 3 clusters Score -310658.2 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -312668.843750 Penalty: 808.989746
	Iteration 1F: 3 clusters Score -312668.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -312871.187500 Penalty: 808.989746
	Iteration 2F: 3 clusters Score -312871.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -313143.687500 Penalty: 808.989746
	Iteration 3F: 3 clusters Score -313143.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -313487.625000 Penalty: 808.989746
	Iteration 4F: 3 clusters Score -313487.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -313849.156250 Penalty: 808.989746
	Iteration 5F: 3 clusters Score -313849.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -314155.437500 Penalty: 808.989746
	Iteration 6F: 3 clusters Score -314155.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -314344.562500 Penalty: 808.989746
	Iteration 7Q: 3 clusters Score -314344.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -314439.843750 Penalty: 808.989746
	Iteration 8Q: 3 clusters Score -314439.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -314512.687500 Penalty: 808.989746
	Iteration 9Q: 3 clusters Score -314512.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -314564.843750 Penalty: 808.989746
	Iteration 10Q: 3 clusters Score -314564.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -314618.156250 Penalty: 808.989746
	Iteration 11Q: 3 clusters Score -314618.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -314689.062500 Penalty: 808.989746
	Iteration 12Q: 3 clusters Score -314689.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -314770.187500 Penalty: 808.989746
	Iteration 13Q: 3 clusters Score -314770.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -314852.468750 Penalty: 808.989746
	Iteration 14Q: 3 clusters Score -314852.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -314937.062500 Penalty: 808.989746
	Iteration 15Q: 3 clusters Score -314937.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -315018.500000 Penalty: 808.989746
	Iteration 16Q: 3 clusters Score -315018.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -315072.312500 Penalty: 808.989746
	Iteration 17Q: 3 clusters Score -315072.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -315123.781250 Penalty: 808.989746
	Iteration 18Q: 3 clusters Score -315123.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -315164.000000 Penalty: 808.989746
	Iteration 19Q: 3 clusters Score -315164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -315211.375000 Penalty: 808.989746
	Iteration 20F: 3 clusters Score -315211.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -315249.062500 Penalty: 808.989746
	Iteration 21Q: 3 clusters Score -315249.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -315276.843750 Penalty: 808.989746
	Iteration 22Q: 3 clusters Score -315276.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -315296.375000 Penalty: 808.989746
	Iteration 23Q: 3 clusters Score -315296.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -315312.875000 Penalty: 808.989746
	Iteration 24Q: 3 clusters Score -315312.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -315323.562500 Penalty: 808.989746
	Iteration 25Q: 3 clusters Score -315323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -315329.531250 Penalty: 808.989746
	Iteration 26Q: 3 clusters Score -315329.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -315334.250000 Penalty: 808.989746
	Iteration 27Q: 3 clusters Score -315334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -315336.375000 Penalty: 808.989746
	Iteration 28Q: 3 clusters Score -315336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315340.000000 Penalty: 808.989746
	Iteration 29Q: 3 clusters Score -315340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -315343.031250 Penalty: 808.989746
	Iteration 30Q: 3 clusters Score -315343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -315344.812500 Penalty: 808.989746
	Iteration 31Q: 3 clusters Score -315344.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -315346.718750 Penalty: 808.989746
	Iteration 32Q: 3 clusters Score -315346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -315348.500000 Penalty: 808.989746
	Iteration 33Q: 3 clusters Score -315348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -315350.437500 Penalty: 808.989746
	Iteration 34Q: 3 clusters Score -315350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -315351.718750 Penalty: 808.989746
	Iteration 35Q: 3 clusters Score -315351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -315352.375000 Penalty: 808.989746
	Iteration 36Q: 3 clusters Score -315352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -315352.218750 Penalty: 808.989746
	Iteration 37Q: 3 clusters Score -315352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -315351.937500 Penalty: 808.989746
	Iteration 38Q: 3 clusters Score -315351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -315353.093750 Penalty: 808.989746
	Iteration 39Q: 3 clusters Score -315353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -315352.562500 Penalty: 808.989746
	Iteration 40F: 3 clusters Score -315352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (290027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290027 members 
Entering Unmasked Estep 
Score: -12945171.000000 Penalty: 572.286682
	Iteration 0F: 2 clusters Score -1.294517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -12749295.000000 Penalty: 1144.573364
	Iteration 0F: 3 clusters Score -1.27493e+07 nChanged 143062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163671 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -12838119.000000 Penalty: 1144.573364
	Iteration 1F: 3 clusters Score -1.283812e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -12844024.000000 Penalty: 1144.573364
	Iteration 2Q: 3 clusters Score -1.284402e+07 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196509 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -12855790.000000 Penalty: 1144.573364
	Iteration 3F: 3 clusters Score -1.285579e+07 nChanged 26087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222432 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -12876098.000000 Penalty: 1144.573364
	Iteration 4F: 3 clusters Score -1.28761e+07 nChanged 27815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250233 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -12902930.000000 Penalty: 1144.573364
	Iteration 5F: 3 clusters Score -1.290293e+07 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272922 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -12927360.000000 Penalty: 1144.573364
	Iteration 6F: 3 clusters Score -1.292736e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285225 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -12940413.000000 Penalty: 1144.573364
	Iteration 7Q: 3 clusters Score -1.294041e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289155 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12943915.000000 Penalty: 1144.573364
	Iteration 8Q: 3 clusters Score -1.294392e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289872 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12944476.000000 Penalty: 1144.573364
	Iteration 9Q: 3 clusters Score -1.294448e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289973 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12944581.000000 Penalty: 1144.573364
	Iteration 10Q: 3 clusters Score -1.294458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289989 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -12944611.000000 Penalty: 1144.573364
	Iteration 11Q: 3 clusters Score -1.294461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289992 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -12944632.000000 Penalty: 1144.573364
	Iteration 12Q: 3 clusters Score -1.294463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289992 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -12944630.000000 Penalty: 1144.573364
	Iteration 13Q: 3 clusters Score -1.294463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289990 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -12944631.000000 Penalty: 1144.573364
	Iteration 14Q: 3 clusters Score -1.294463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289990 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -12944631.000000 Penalty: 1144.573364
	Iteration 15F: 3 clusters Score -1.294463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -41795.472656 Penalty: 320.104736
	Iteration 0F: 2 clusters Score -41795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -40879.992188 Penalty: 640.209473
	Iteration 0F: 3 clusters Score -40879.99 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -41143.890625 Penalty: 640.209473
	Iteration 1F: 3 clusters Score -41143.89 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -41211.921875 Penalty: 640.209473
	Iteration 2F: 3 clusters Score -41211.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -41303.515625 Penalty: 640.209473
	Iteration 3F: 3 clusters Score -41303.52 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -41394.703125 Penalty: 640.209473
	Iteration 4F: 3 clusters Score -41394.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41477.867188 Penalty: 640.209473
	Iteration 5F: 3 clusters Score -41477.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -41518.578125 Penalty: 640.209473
	Iteration 6Q: 3 clusters Score -41518.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -41541.437500 Penalty: 640.209473
	Iteration 7Q: 3 clusters Score -41541.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -41554.050781 Penalty: 640.209473
	Iteration 8Q: 3 clusters Score -41554.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -41561.847656 Penalty: 640.209473
	Iteration 9Q: 3 clusters Score -41561.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -41564.753906 Penalty: 640.209473
	Iteration 10Q: 3 clusters Score -41564.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -41567.492188 Penalty: 640.209473
	Iteration 11Q: 3 clusters Score -41567.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -41570.933594 Penalty: 640.209473
	Iteration 12Q: 3 clusters Score -41570.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -41573.039062 Penalty: 640.209473
	Iteration 13Q: 3 clusters Score -41573.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -41575.144531 Penalty: 640.209473
	Iteration 14Q: 3 clusters Score -41575.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -41578.703125 Penalty: 640.209473
	Iteration 15Q: 3 clusters Score -41578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -41583.437500 Penalty: 640.209473
	Iteration 16Q: 3 clusters Score -41583.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41589.269531 Penalty: 640.209473
	Iteration 17Q: 3 clusters Score -41589.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -41601.824219 Penalty: 640.209473
	Iteration 18Q: 3 clusters Score -41601.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -41627.007812 Penalty: 640.209473
	Iteration 19Q: 3 clusters Score -41627.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -41661.277344 Penalty: 640.209473
	Iteration 20F: 3 clusters Score -41661.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -41684.718750 Penalty: 640.209473
	Iteration 21Q: 3 clusters Score -41684.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -41692.707031 Penalty: 640.209473
	Iteration 22Q: 3 clusters Score -41692.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -41696.199219 Penalty: 640.209473
	Iteration 23Q: 3 clusters Score -41696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -41702.617188 Penalty: 640.209473
	Iteration 24Q: 3 clusters Score -41702.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -41705.929688 Penalty: 640.209473
	Iteration 25Q: 3 clusters Score -41705.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -41708.406250 Penalty: 640.209473
	Iteration 26Q: 3 clusters Score -41708.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -41708.898438 Penalty: 640.209473
	Iteration 27Q: 3 clusters Score -41708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -41709.472656 Penalty: 640.209473
	Iteration 28Q: 3 clusters Score -41709.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -41709.742188 Penalty: 640.209473
	Iteration 29Q: 3 clusters Score -41709.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -41710.023438 Penalty: 640.209473
	Iteration 30Q: 3 clusters Score -41710.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -41710.023438 Penalty: 640.209473
	Iteration 31F: 3 clusters Score -41710.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Entering Unmasked Estep 
Score: -2960944.250000 Penalty: 505.760773
	Iteration 0F: 2 clusters Score -2960944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -2915577.000000 Penalty: 1011.521545
	Iteration 0F: 3 clusters Score -2915577 nChanged 32711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -2934902.250000 Penalty: 1011.521545
	Iteration 1F: 3 clusters Score -2934902 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -2935669.250000 Penalty: 1011.521545
	Iteration 2Q: 3 clusters Score -2935669 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -2936962.000000 Penalty: 1011.521545
	Iteration 3Q: 3 clusters Score -2936962 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -2939240.250000 Penalty: 1011.521545
	Iteration 4F: 3 clusters Score -2939240 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -2942856.250000 Penalty: 1011.521545
	Iteration 5F: 3 clusters Score -2942856 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -2946948.000000 Penalty: 1011.521545
	Iteration 6F: 3 clusters Score -2946948 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -2950093.750000 Penalty: 1011.521545
	Iteration 7F: 3 clusters Score -2950094 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -2951988.750000 Penalty: 1011.521545
	Iteration 8Q: 3 clusters Score -2951989 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -2953137.250000 Penalty: 1011.521545
	Iteration 9Q: 3 clusters Score -2953137 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -2954089.750000 Penalty: 1011.521545
	Iteration 10Q: 3 clusters Score -2954090 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -2955043.000000 Penalty: 1011.521545
	Iteration 11Q: 3 clusters Score -2955043 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -2956004.750000 Penalty: 1011.521545
	Iteration 12Q: 3 clusters Score -2956005 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -2956903.500000 Penalty: 1011.521545
	Iteration 13Q: 3 clusters Score -2956904 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -2957729.750000 Penalty: 1011.521545
	Iteration 14Q: 3 clusters Score -2957730 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -2958415.750000 Penalty: 1011.521545
	Iteration 15Q: 3 clusters Score -2958416 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -2959031.000000 Penalty: 1011.521545
	Iteration 16Q: 3 clusters Score -2959031 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -2959496.250000 Penalty: 1011.521545
	Iteration 17Q: 3 clusters Score -2959496 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -2959844.500000 Penalty: 1011.521545
	Iteration 18Q: 3 clusters Score -2959844 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -2960132.000000 Penalty: 1011.521545
	Iteration 19Q: 3 clusters Score -2960132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -2960311.500000 Penalty: 1011.521545
	Iteration 20F: 3 clusters Score -2960312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -2960401.750000 Penalty: 1011.521545
	Iteration 21Q: 3 clusters Score -2960402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -2960456.000000 Penalty: 1011.521545
	Iteration 22Q: 3 clusters Score -2960456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -2960493.250000 Penalty: 1011.521545
	Iteration 23Q: 3 clusters Score -2960493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -2960503.250000 Penalty: 1011.521545
	Iteration 24Q: 3 clusters Score -2960503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -2960509.500000 Penalty: 1011.521545
	Iteration 25Q: 3 clusters Score -2960510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -2960509.750000 Penalty: 1011.521545
	Iteration 26Q: 3 clusters Score -2960510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -2960512.750000 Penalty: 1011.521545
	Iteration 27Q: 3 clusters Score -2960513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -2960514.000000 Penalty: 1011.521545
	Iteration 28Q: 3 clusters Score -2960514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -2960514.000000 Penalty: 1011.521545
	Iteration 29F: 3 clusters Score -2960514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -21387.908203 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -21387.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20888.416016 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -20888.42 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21000.328125 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -21000.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21031.066406 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -21031.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21048.603516 Penalty: 567.687561
	Iteration 3Q: 3 clusters Score -21048.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21060.833984 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -21060.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21065.228516 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -21065.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21069.544922 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -21069.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21076.392578 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -21076.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21082.085938 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -21082.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21085.322266 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -21085.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21085.673828 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -21085.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21085.673828 Penalty: 567.687561
	Iteration 11F: 3 clusters Score -21085.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -37141.976562 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -37141.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36399.070312 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -36399.07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36604.906250 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -36604.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36637.417969 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -36637.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36660.109375 Penalty: 618.612549
	Iteration 3Q: 3 clusters Score -36660.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36680.449219 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -36680.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36700.621094 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -36700.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36720.085938 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -36720.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36742.292969 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -36742.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36771.175781 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -36771.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36786.886719 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -36786.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36798.410156 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -36798.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36812.902344 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -36812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36820.722656 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -36820.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36826.539062 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -36826.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36827.929688 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -36827.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36829.718750 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -36829.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36830.589844 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -36830.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36832.636719 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -36832.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36833.652344 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -36833.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36833.972656 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -36833.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36835.503906 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -36835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36836.691406 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -36836.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36839.039062 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -36839.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -36843.246094 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -36843.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36851.082031 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -36851.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -36855.582031 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -36855.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -36856.792969 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -36856.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -36857.097656 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -36857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -36857.097656 Penalty: 618.612549
	Iteration 28F: 3 clusters Score -36857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3213.830078 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3213.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3276.362061 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3276.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3308.021729 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -3308.022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3320.370361 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3320.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3321.570557 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3321.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3321.570557 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -3321.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -34506.757812 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -34506.76 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 347 members 
Entering Unmasked Estep 
Score: -33846.148438 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -33846.15 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34046.042969 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -34046.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34101.031250 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -34101.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34133.699219 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -34133.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34156.300781 Penalty: 600.464294
	Iteration 4Q: 3 clusters Score -34156.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34170.054688 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -34170.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34180.847656 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -34180.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34186.335938 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -34186.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34192.453125 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -34192.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34196.972656 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -34196.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34203.816406 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -34203.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34209.250000 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -34209.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34212.621094 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -34212.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34219.207031 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -34219.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34220.667969 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -34220.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34222.320312 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -34222.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34225.433594 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -34225.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34227.121094 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -34227.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34229.738281 Penalty: 600.464294
	Iteration 18Q: 3 clusters Score -34229.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34231.003906 Penalty: 600.464294
	Iteration 19Q: 3 clusters Score -34231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34232.078125 Penalty: 600.464294
	Iteration 20F: 3 clusters Score -34232.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34232.437500 Penalty: 600.464294
	Iteration 21Q: 3 clusters Score -34232.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34232.437500 Penalty: 600.464294
	Iteration 22F: 3 clusters Score -34232.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -382587.968750 Penalty: 413.290253
	Iteration 0F: 2 clusters Score -382588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -376687.437500 Penalty: 826.580505
	Iteration 0F: 3 clusters Score -376687.4 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -379003.187500 Penalty: 826.580505
	Iteration 1F: 3 clusters Score -379003.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -379181.937500 Penalty: 826.580505
	Iteration 2F: 3 clusters Score -379181.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -379365.593750 Penalty: 826.580505
	Iteration 3F: 3 clusters Score -379365.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -379571.468750 Penalty: 826.580505
	Iteration 4F: 3 clusters Score -379571.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -379859.406250 Penalty: 826.580505
	Iteration 5F: 3 clusters Score -379859.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -380254.125000 Penalty: 826.580505
	Iteration 6F: 3 clusters Score -380254.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -380656.812500 Penalty: 826.580505
	Iteration 7F: 3 clusters Score -380656.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -380944.125000 Penalty: 826.580505
	Iteration 8Q: 3 clusters Score -380944.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -381090.718750 Penalty: 826.580505
	Iteration 9Q: 3 clusters Score -381090.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -381159.250000 Penalty: 826.580505
	Iteration 10Q: 3 clusters Score -381159.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -381200.687500 Penalty: 826.580505
	Iteration 11Q: 3 clusters Score -381200.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -381246.781250 Penalty: 826.580505
	Iteration 12Q: 3 clusters Score -381246.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -381302.000000 Penalty: 826.580505
	Iteration 13Q: 3 clusters Score -381302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -381367.281250 Penalty: 826.580505
	Iteration 14Q: 3 clusters Score -381367.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -381428.187500 Penalty: 826.580505
	Iteration 15Q: 3 clusters Score -381428.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -381484.718750 Penalty: 826.580505
	Iteration 16Q: 3 clusters Score -381484.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -381546.750000 Penalty: 826.580505
	Iteration 17Q: 3 clusters Score -381546.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -381622.625000 Penalty: 826.580505
	Iteration 18Q: 3 clusters Score -381622.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -381706.312500 Penalty: 826.580505
	Iteration 19Q: 3 clusters Score -381706.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -381803.593750 Penalty: 826.580505
	Iteration 20F: 3 clusters Score -381803.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -381892.562500 Penalty: 826.580505
	Iteration 21Q: 3 clusters Score -381892.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -381977.937500 Penalty: 826.580505
	Iteration 22Q: 3 clusters Score -381977.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -382049.000000 Penalty: 826.580505
	Iteration 23Q: 3 clusters Score -382049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -382083.093750 Penalty: 826.580505
	Iteration 24Q: 3 clusters Score -382083.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -382114.843750 Penalty: 826.580505
	Iteration 25Q: 3 clusters Score -382114.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -382143.968750 Penalty: 826.580505
	Iteration 26Q: 3 clusters Score -382144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -382163.093750 Penalty: 826.580505
	Iteration 27Q: 3 clusters Score -382163.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -382178.250000 Penalty: 826.580505
	Iteration 28Q: 3 clusters Score -382178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -382191.187500 Penalty: 826.580505
	Iteration 29Q: 3 clusters Score -382191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -382200.156250 Penalty: 826.580505
	Iteration 30Q: 3 clusters Score -382200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -382209.468750 Penalty: 826.580505
	Iteration 31Q: 3 clusters Score -382209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -382214.312500 Penalty: 826.580505
	Iteration 32Q: 3 clusters Score -382214.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -382220.312500 Penalty: 826.580505
	Iteration 33Q: 3 clusters Score -382220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -382222.937500 Penalty: 826.580505
	Iteration 34Q: 3 clusters Score -382222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -382225.812500 Penalty: 826.580505
	Iteration 35Q: 3 clusters Score -382225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -382226.531250 Penalty: 826.580505
	Iteration 36Q: 3 clusters Score -382226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -382227.500000 Penalty: 826.580505
	Iteration 37Q: 3 clusters Score -382227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -382227.500000 Penalty: 826.580505
	Iteration 38F: 3 clusters Score -382227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -155642.062500 Penalty: 371.251556
	Iteration 0F: 2 clusters Score -155642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -153254.187500 Penalty: 742.503113
	Iteration 0F: 3 clusters Score -153254.2 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -154087.453125 Penalty: 742.503113
	Iteration 1F: 3 clusters Score -154087.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -154189.703125 Penalty: 742.503113
	Iteration 2F: 3 clusters Score -154189.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -154269.500000 Penalty: 742.503113
	Iteration 3F: 3 clusters Score -154269.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -154352.781250 Penalty: 742.503113
	Iteration 4Q: 3 clusters Score -154352.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -154451.421875 Penalty: 742.503113
	Iteration 5Q: 3 clusters Score -154451.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -154564.328125 Penalty: 742.503113
	Iteration 6Q: 3 clusters Score -154564.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -154700.156250 Penalty: 742.503113
	Iteration 7Q: 3 clusters Score -154700.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -154809.703125 Penalty: 742.503113
	Iteration 8Q: 3 clusters Score -154809.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -154880.765625 Penalty: 742.503113
	Iteration 9Q: 3 clusters Score -154880.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -154931.484375 Penalty: 742.503113
	Iteration 10Q: 3 clusters Score -154931.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -154968.281250 Penalty: 742.503113
	Iteration 11Q: 3 clusters Score -154968.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -155002.703125 Penalty: 742.503113
	Iteration 12Q: 3 clusters Score -155002.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -155020.640625 Penalty: 742.503113
	Iteration 13Q: 3 clusters Score -155020.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -155035.234375 Penalty: 742.503113
	Iteration 14Q: 3 clusters Score -155035.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -155050.843750 Penalty: 742.503113
	Iteration 15Q: 3 clusters Score -155050.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -155061.187500 Penalty: 742.503113
	Iteration 16Q: 3 clusters Score -155061.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -155076.875000 Penalty: 742.503113
	Iteration 17Q: 3 clusters Score -155076.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -155086.140625 Penalty: 742.503113
	Iteration 18Q: 3 clusters Score -155086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -155093.640625 Penalty: 742.503113
	Iteration 19Q: 3 clusters Score -155093.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -155103.718750 Penalty: 742.503113
	Iteration 20F: 3 clusters Score -155103.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -155112.968750 Penalty: 742.503113
	Iteration 21Q: 3 clusters Score -155113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -155118.781250 Penalty: 742.503113
	Iteration 22Q: 3 clusters Score -155118.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -155127.234375 Penalty: 742.503113
	Iteration 23Q: 3 clusters Score -155127.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -155133.000000 Penalty: 742.503113
	Iteration 24Q: 3 clusters Score -155133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -155137.468750 Penalty: 742.503113
	Iteration 25Q: 3 clusters Score -155137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -155143.984375 Penalty: 742.503113
	Iteration 26Q: 3 clusters Score -155144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -155149.062500 Penalty: 742.503113
	Iteration 27Q: 3 clusters Score -155149.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -155152.812500 Penalty: 742.503113
	Iteration 28Q: 3 clusters Score -155152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -155154.484375 Penalty: 742.503113
	Iteration 29Q: 3 clusters Score -155154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -155155.062500 Penalty: 742.503113
	Iteration 30Q: 3 clusters Score -155155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -155155.500000 Penalty: 742.503113
	Iteration 31Q: 3 clusters Score -155155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -155156.609375 Penalty: 742.503113
	Iteration 32Q: 3 clusters Score -155156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -155159.453125 Penalty: 742.503113
	Iteration 33Q: 3 clusters Score -155159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -155162.375000 Penalty: 742.503113
	Iteration 34Q: 3 clusters Score -155162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -155166.171875 Penalty: 742.503113
	Iteration 35Q: 3 clusters Score -155166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -155168.109375 Penalty: 742.503113
	Iteration 36Q: 3 clusters Score -155168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -155169.203125 Penalty: 742.503113
	Iteration 37Q: 3 clusters Score -155169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -155169.625000 Penalty: 742.503113
	Iteration 38Q: 3 clusters Score -155169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -155171.281250 Penalty: 742.503113
	Iteration 39Q: 3 clusters Score -155171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -155172.718750 Penalty: 742.503113
	Iteration 40F: 3 clusters Score -155172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -155173.546875 Penalty: 742.503113
	Iteration 41Q: 3 clusters Score -155173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -155175.093750 Penalty: 742.503113
	Iteration 42Q: 3 clusters Score -155175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -155175.656250 Penalty: 742.503113
	Iteration 43Q: 3 clusters Score -155175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -155176.171875 Penalty: 742.503113
	Iteration 44Q: 3 clusters Score -155176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -155177.828125 Penalty: 742.503113
	Iteration 45Q: 3 clusters Score -155177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -155178.484375 Penalty: 742.503113
	Iteration 46Q: 3 clusters Score -155178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -155179.140625 Penalty: 742.503113
	Iteration 47Q: 3 clusters Score -155179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -155179.671875 Penalty: 742.503113
	Iteration 48Q: 3 clusters Score -155179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -155180.421875 Penalty: 742.503113
	Iteration 49Q: 3 clusters Score -155180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -155182.796875 Penalty: 742.503113
	Iteration 50Q: 3 clusters Score -155182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -155186.796875 Penalty: 742.503113
	Iteration 51Q: 3 clusters Score -155186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -155190.203125 Penalty: 742.503113
	Iteration 52Q: 3 clusters Score -155190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -155192.281250 Penalty: 742.503113
	Iteration 53Q: 3 clusters Score -155192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -155194.015625 Penalty: 742.503113
	Iteration 54Q: 3 clusters Score -155194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -155196.640625 Penalty: 742.503113
	Iteration 55Q: 3 clusters Score -155196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -155198.343750 Penalty: 742.503113
	Iteration 56Q: 3 clusters Score -155198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -155201.421875 Penalty: 742.503113
	Iteration 57Q: 3 clusters Score -155201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -155203.484375 Penalty: 742.503113
	Iteration 58Q: 3 clusters Score -155203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -155205.796875 Penalty: 742.503113
	Iteration 59Q: 3 clusters Score -155205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -155208.765625 Penalty: 742.503113
	Iteration 60F: 3 clusters Score -155208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -155212.218750 Penalty: 742.503113
	Iteration 61Q: 3 clusters Score -155212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -155213.562500 Penalty: 742.503113
	Iteration 62Q: 3 clusters Score -155213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -155216.687500 Penalty: 742.503113
	Iteration 63Q: 3 clusters Score -155216.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -155220.875000 Penalty: 742.503113
	Iteration 64Q: 3 clusters Score -155220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -155228.375000 Penalty: 742.503113
	Iteration 65Q: 3 clusters Score -155228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -155238.843750 Penalty: 742.503113
	Iteration 66Q: 3 clusters Score -155238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -155247.515625 Penalty: 742.503113
	Iteration 67Q: 3 clusters Score -155247.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -155258.171875 Penalty: 742.503113
	Iteration 68Q: 3 clusters Score -155258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -155265.578125 Penalty: 742.503113
	Iteration 69Q: 3 clusters Score -155265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -155270.968750 Penalty: 742.503113
	Iteration 70Q: 3 clusters Score -155271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -155279.296875 Penalty: 742.503113
	Iteration 71Q: 3 clusters Score -155279.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -155287.468750 Penalty: 742.503113
	Iteration 72Q: 3 clusters Score -155287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -155292.734375 Penalty: 742.503113
	Iteration 73Q: 3 clusters Score -155292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -155296.015625 Penalty: 742.503113
	Iteration 74Q: 3 clusters Score -155296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -155298.781250 Penalty: 742.503113
	Iteration 75Q: 3 clusters Score -155298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -155301.078125 Penalty: 742.503113
	Iteration 76Q: 3 clusters Score -155301.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -155305.000000 Penalty: 742.503113
	Iteration 77Q: 3 clusters Score -155305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -155308.734375 Penalty: 742.503113
	Iteration 78Q: 3 clusters Score -155308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -155310.609375 Penalty: 742.503113
	Iteration 79Q: 3 clusters Score -155310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -155312.453125 Penalty: 742.503113
	Iteration 80F: 3 clusters Score -155312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -155313.812500 Penalty: 742.503113
	Iteration 81Q: 3 clusters Score -155313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -155316.656250 Penalty: 742.503113
	Iteration 82Q: 3 clusters Score -155316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -155318.062500 Penalty: 742.503113
	Iteration 83Q: 3 clusters Score -155318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -155320.343750 Penalty: 742.503113
	Iteration 84Q: 3 clusters Score -155320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -155322.578125 Penalty: 742.503113
	Iteration 85Q: 3 clusters Score -155322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -155323.640625 Penalty: 742.503113
	Iteration 86Q: 3 clusters Score -155323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -155324.906250 Penalty: 742.503113
	Iteration 87Q: 3 clusters Score -155324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -155325.609375 Penalty: 742.503113
	Iteration 88Q: 3 clusters Score -155325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -155327.156250 Penalty: 742.503113
	Iteration 89Q: 3 clusters Score -155327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -155328.812500 Penalty: 742.503113
	Iteration 90Q: 3 clusters Score -155328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -155330.578125 Penalty: 742.503113
	Iteration 91Q: 3 clusters Score -155330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -155331.250000 Penalty: 742.503113
	Iteration 92Q: 3 clusters Score -155331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -155331.593750 Penalty: 742.503113
	Iteration 93Q: 3 clusters Score -155331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -155331.593750 Penalty: 742.503113
	Iteration 94F: 3 clusters Score -155331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Entering Unmasked Estep 
Score: -1885294.875000 Penalty: 485.137054
	Iteration 0F: 2 clusters Score -1885295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -1856715.875000 Penalty: 970.274109
	Iteration 0F: 3 clusters Score -1856716 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1868506.625000 Penalty: 970.274109
	Iteration 1F: 3 clusters Score -1868507 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1868903.625000 Penalty: 970.274109
	Iteration 2Q: 3 clusters Score -1868904 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -1869518.125000 Penalty: 970.274109
	Iteration 3Q: 3 clusters Score -1869518 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -1870559.750000 Penalty: 970.274109
	Iteration 4Q: 3 clusters Score -1870560 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -1872224.625000 Penalty: 970.274109
	Iteration 5F: 3 clusters Score -1872225 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -1874665.375000 Penalty: 970.274109
	Iteration 6F: 3 clusters Score -1874665 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -1877270.000000 Penalty: 970.274109
	Iteration 7F: 3 clusters Score -1877270 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -1879529.125000 Penalty: 970.274109
	Iteration 8F: 3 clusters Score -1879529 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -1881325.500000 Penalty: 970.274109
	Iteration 9Q: 3 clusters Score -1881326 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -1882709.500000 Penalty: 970.274109
	Iteration 10Q: 3 clusters Score -1882710 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -1883744.250000 Penalty: 970.274109
	Iteration 11Q: 3 clusters Score -1883744 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -1884335.000000 Penalty: 970.274109
	Iteration 12Q: 3 clusters Score -1884335 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -1884636.375000 Penalty: 970.274109
	Iteration 13Q: 3 clusters Score -1884636 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -1884771.625000 Penalty: 970.274109
	Iteration 14Q: 3 clusters Score -1884772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -1884813.000000 Penalty: 970.274109
	Iteration 15Q: 3 clusters Score -1884813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -1884838.125000 Penalty: 970.274109
	Iteration 16Q: 3 clusters Score -1884838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -1884845.000000 Penalty: 970.274109
	Iteration 17Q: 3 clusters Score -1884845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -1884850.250000 Penalty: 970.274109
	Iteration 18Q: 3 clusters Score -1884850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -1884855.250000 Penalty: 970.274109
	Iteration 19Q: 3 clusters Score -1884855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -1884857.875000 Penalty: 970.274109
	Iteration 20F: 3 clusters Score -1884858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -1884858.250000 Penalty: 970.274109
	Iteration 21Q: 3 clusters Score -1884858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -1884863.750000 Penalty: 970.274109
	Iteration 22Q: 3 clusters Score -1884864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -1884863.750000 Penalty: 970.274109
	Iteration 23F: 3 clusters Score -1884864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -98755.671875 Penalty: 351.522614
	Iteration 0F: 2 clusters Score -98755.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -97149.796875 Penalty: 703.045227
	Iteration 0F: 3 clusters Score -97149.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -97681.148438 Penalty: 703.045227
	Iteration 1F: 3 clusters Score -97681.15 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -97738.343750 Penalty: 703.045227
	Iteration 2F: 3 clusters Score -97738.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -97787.984375 Penalty: 703.045227
	Iteration 3Q: 3 clusters Score -97787.98 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -97835.359375 Penalty: 703.045227
	Iteration 4Q: 3 clusters Score -97835.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -97873.242188 Penalty: 703.045227
	Iteration 5Q: 3 clusters Score -97873.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -97910.921875 Penalty: 703.045227
	Iteration 6Q: 3 clusters Score -97910.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -97951.398438 Penalty: 703.045227
	Iteration 7Q: 3 clusters Score -97951.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -97986.476562 Penalty: 703.045227
	Iteration 8Q: 3 clusters Score -97986.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -98021.585938 Penalty: 703.045227
	Iteration 9Q: 3 clusters Score -98021.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -98056.234375 Penalty: 703.045227
	Iteration 10Q: 3 clusters Score -98056.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -98104.039062 Penalty: 703.045227
	Iteration 11Q: 3 clusters Score -98104.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -98154.804688 Penalty: 703.045227
	Iteration 12Q: 3 clusters Score -98154.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -98202.539062 Penalty: 703.045227
	Iteration 13Q: 3 clusters Score -98202.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -98246.218750 Penalty: 703.045227
	Iteration 14Q: 3 clusters Score -98246.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -98273.179688 Penalty: 703.045227
	Iteration 15Q: 3 clusters Score -98273.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -98291.367188 Penalty: 703.045227
	Iteration 16Q: 3 clusters Score -98291.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -98301.375000 Penalty: 703.045227
	Iteration 17Q: 3 clusters Score -98301.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -98316.570312 Penalty: 703.045227
	Iteration 18Q: 3 clusters Score -98316.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -98325.664062 Penalty: 703.045227
	Iteration 19Q: 3 clusters Score -98325.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -98330.539062 Penalty: 703.045227
	Iteration 20F: 3 clusters Score -98330.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -98333.257812 Penalty: 703.045227
	Iteration 21Q: 3 clusters Score -98333.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -98338.664062 Penalty: 703.045227
	Iteration 22Q: 3 clusters Score -98338.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -98346.914062 Penalty: 703.045227
	Iteration 23Q: 3 clusters Score -98346.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -98355.406250 Penalty: 703.045227
	Iteration 24Q: 3 clusters Score -98355.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -98361.515625 Penalty: 703.045227
	Iteration 25Q: 3 clusters Score -98361.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -98366.921875 Penalty: 703.045227
	Iteration 26Q: 3 clusters Score -98366.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -98377.695312 Penalty: 703.045227
	Iteration 27Q: 3 clusters Score -98377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -98389.054688 Penalty: 703.045227
	Iteration 28Q: 3 clusters Score -98389.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -98398.609375 Penalty: 703.045227
	Iteration 29Q: 3 clusters Score -98398.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -98412.898438 Penalty: 703.045227
	Iteration 30Q: 3 clusters Score -98412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -98416.382812 Penalty: 703.045227
	Iteration 31Q: 3 clusters Score -98416.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -98417.976562 Penalty: 703.045227
	Iteration 32Q: 3 clusters Score -98417.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -98418.531250 Penalty: 703.045227
	Iteration 33Q: 3 clusters Score -98418.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -98419.179688 Penalty: 703.045227
	Iteration 34Q: 3 clusters Score -98419.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -98420.164062 Penalty: 703.045227
	Iteration 35Q: 3 clusters Score -98420.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -98422.609375 Penalty: 703.045227
	Iteration 36Q: 3 clusters Score -98422.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -98425.421875 Penalty: 703.045227
	Iteration 37Q: 3 clusters Score -98425.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -98428.273438 Penalty: 703.045227
	Iteration 38Q: 3 clusters Score -98428.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -98431.984375 Penalty: 703.045227
	Iteration 39Q: 3 clusters Score -98431.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -98437.789062 Penalty: 703.045227
	Iteration 40F: 3 clusters Score -98437.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -98442.601562 Penalty: 703.045227
	Iteration 41Q: 3 clusters Score -98442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -98452.539062 Penalty: 703.045227
	Iteration 42Q: 3 clusters Score -98452.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -98458.804688 Penalty: 703.045227
	Iteration 43Q: 3 clusters Score -98458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -98463.929688 Penalty: 703.045227
	Iteration 44Q: 3 clusters Score -98463.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -98468.367188 Penalty: 703.045227
	Iteration 45Q: 3 clusters Score -98468.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -98470.164062 Penalty: 703.045227
	Iteration 46Q: 3 clusters Score -98470.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -98472.382812 Penalty: 703.045227
	Iteration 47Q: 3 clusters Score -98472.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -98473.632812 Penalty: 703.045227
	Iteration 48Q: 3 clusters Score -98473.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -98474.164062 Penalty: 703.045227
	Iteration 49Q: 3 clusters Score -98474.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -98475.210938 Penalty: 703.045227
	Iteration 50Q: 3 clusters Score -98475.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -98475.210938 Penalty: 703.045227
	Iteration 51F: 3 clusters Score -98475.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Entering Unmasked Estep 
Score: -783532.062500 Penalty: 446.564392
	Iteration 0F: 2 clusters Score -783532.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -771522.187500 Penalty: 893.128784
	Iteration 0F: 3 clusters Score -771522.2 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -777549.375000 Penalty: 893.128784
	Iteration 1F: 3 clusters Score -777549.4 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -778765.562500 Penalty: 893.128784
	Iteration 2F: 3 clusters Score -778765.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -780097.062500 Penalty: 893.128784
	Iteration 3F: 3 clusters Score -780097.1 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -781192.687500 Penalty: 893.128784
	Iteration 4F: 3 clusters Score -781192.7 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -781783.187500 Penalty: 893.128784
	Iteration 5F: 3 clusters Score -781783.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -782085.062500 Penalty: 893.128784
	Iteration 6Q: 3 clusters Score -782085.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -782323.250000 Penalty: 893.128784
	Iteration 7Q: 3 clusters Score -782323.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -782524.187500 Penalty: 893.128784
	Iteration 8Q: 3 clusters Score -782524.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -782685.750000 Penalty: 893.128784
	Iteration 9Q: 3 clusters Score -782685.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -782789.687500 Penalty: 893.128784
	Iteration 10Q: 3 clusters Score -782789.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -782872.125000 Penalty: 893.128784
	Iteration 11Q: 3 clusters Score -782872.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -782935.812500 Penalty: 893.128784
	Iteration 12Q: 3 clusters Score -782935.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -782988.187500 Penalty: 893.128784
	Iteration 13Q: 3 clusters Score -782988.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -783028.687500 Penalty: 893.128784
	Iteration 14Q: 3 clusters Score -783028.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -783067.125000 Penalty: 893.128784
	Iteration 15Q: 3 clusters Score -783067.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -783099.687500 Penalty: 893.128784
	Iteration 16Q: 3 clusters Score -783099.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -783126.000000 Penalty: 893.128784
	Iteration 17Q: 3 clusters Score -783126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -783151.875000 Penalty: 893.128784
	Iteration 18Q: 3 clusters Score -783151.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -783170.437500 Penalty: 893.128784
	Iteration 19Q: 3 clusters Score -783170.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -783187.375000 Penalty: 893.128784
	Iteration 20F: 3 clusters Score -783187.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -783211.875000 Penalty: 893.128784
	Iteration 21Q: 3 clusters Score -783211.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -783234.437500 Penalty: 893.128784
	Iteration 22Q: 3 clusters Score -783234.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -783257.937500 Penalty: 893.128784
	Iteration 23Q: 3 clusters Score -783257.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -783281.062500 Penalty: 893.128784
	Iteration 24Q: 3 clusters Score -783281.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -783297.125000 Penalty: 893.128784
	Iteration 25Q: 3 clusters Score -783297.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -783306.062500 Penalty: 893.128784
	Iteration 26Q: 3 clusters Score -783306.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -783315.437500 Penalty: 893.128784
	Iteration 27Q: 3 clusters Score -783315.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -783323.312500 Penalty: 893.128784
	Iteration 28Q: 3 clusters Score -783323.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -783333.187500 Penalty: 893.128784
	Iteration 29Q: 3 clusters Score -783333.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -783341.812500 Penalty: 893.128784
	Iteration 30Q: 3 clusters Score -783341.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -783349.000000 Penalty: 893.128784
	Iteration 31Q: 3 clusters Score -783349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -783352.062500 Penalty: 893.128784
	Iteration 32Q: 3 clusters Score -783352.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -783353.937500 Penalty: 893.128784
	Iteration 33Q: 3 clusters Score -783353.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -783363.437500 Penalty: 893.128784
	Iteration 34Q: 3 clusters Score -783363.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -783368.375000 Penalty: 893.128784
	Iteration 35Q: 3 clusters Score -783368.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -783378.312500 Penalty: 893.128784
	Iteration 36Q: 3 clusters Score -783378.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -783383.937500 Penalty: 893.128784
	Iteration 37Q: 3 clusters Score -783383.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -783391.375000 Penalty: 893.128784
	Iteration 38Q: 3 clusters Score -783391.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -783396.375000 Penalty: 893.128784
	Iteration 39Q: 3 clusters Score -783396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -783399.562500 Penalty: 893.128784
	Iteration 40F: 3 clusters Score -783399.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -783401.375000 Penalty: 893.128784
	Iteration 41Q: 3 clusters Score -783401.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -783401.625000 Penalty: 893.128784
	Iteration 42Q: 3 clusters Score -783401.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -783406.437500 Penalty: 893.128784
	Iteration 43Q: 3 clusters Score -783406.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -783410.500000 Penalty: 893.128784
	Iteration 44Q: 3 clusters Score -783410.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -783409.312500 Penalty: 893.128784
	Iteration 45Q: 3 clusters Score -783409.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -783409.250000 Penalty: 893.128784
	Iteration 46Q: 3 clusters Score -783409.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -783412.937500 Penalty: 893.128784
	Iteration 47Q: 3 clusters Score -783412.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -783419.437500 Penalty: 893.128784
	Iteration 48Q: 3 clusters Score -783419.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -783417.750000 Penalty: 893.128784
	Iteration 49Q: 3 clusters Score -783417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -783420.875000 Penalty: 893.128784
	Iteration 50Q: 3 clusters Score -783420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -783419.875000 Penalty: 893.128784
	Iteration 51Q: 3 clusters Score -783419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -783421.250000 Penalty: 893.128784
	Iteration 52Q: 3 clusters Score -783421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -783420.250000 Penalty: 893.128784
	Iteration 53Q: 3 clusters Score -783420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -783421.687500 Penalty: 893.128784
	Iteration 54Q: 3 clusters Score -783421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -783420.812500 Penalty: 893.128784
	Iteration 55Q: 3 clusters Score -783420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -783421.250000 Penalty: 893.128784
	Iteration 56Q: 3 clusters Score -783421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -783422.875000 Penalty: 893.128784
	Iteration 57Q: 3 clusters Score -783422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -783422.062500 Penalty: 893.128784
	Iteration 58Q: 3 clusters Score -783422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -783421.875000 Penalty: 893.128784
	Iteration 59Q: 3 clusters Score -783421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -783422.625000 Penalty: 893.128784
	Iteration 60F: 3 clusters Score -783422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -783423.000000 Penalty: 893.128784
	Iteration 61Q: 3 clusters Score -783423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -783422.062500 Penalty: 893.128784
	Iteration 62Q: 3 clusters Score -783422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -783421.812500 Penalty: 893.128784
	Iteration 63Q: 3 clusters Score -783421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -783421.187500 Penalty: 893.128784
	Iteration 64Q: 3 clusters Score -783421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -783421.437500 Penalty: 893.128784
	Iteration 65Q: 3 clusters Score -783421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -783422.875000 Penalty: 893.128784
	Iteration 66Q: 3 clusters Score -783422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -783421.875000 Penalty: 893.128784
	Iteration 67Q: 3 clusters Score -783421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -783423.187500 Penalty: 893.128784
	Iteration 68Q: 3 clusters Score -783423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -783422.250000 Penalty: 893.128784
	Iteration 69Q: 3 clusters Score -783422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -783423.375000 Penalty: 893.128784
	Iteration 70Q: 3 clusters Score -783423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -783423.250000 Penalty: 893.128784
	Iteration 71Q: 3 clusters Score -783423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -783421.875000 Penalty: 893.128784
	Iteration 72Q: 3 clusters Score -783421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -783421.875000 Penalty: 893.128784
	Iteration 73F: 3 clusters Score -783421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -119490.500000 Penalty: 361.052948
	Iteration 0F: 2 clusters Score -119490.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -117537.976562 Penalty: 722.105896
	Iteration 0F: 3 clusters Score -117538 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -118224.992188 Penalty: 722.105896
	Iteration 1F: 3 clusters Score -118225 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -118334.445312 Penalty: 722.105896
	Iteration 2F: 3 clusters Score -118334.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -118475.125000 Penalty: 722.105896
	Iteration 3F: 3 clusters Score -118475.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -118630.679688 Penalty: 722.105896
	Iteration 4F: 3 clusters Score -118630.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -118755.960938 Penalty: 722.105896
	Iteration 5F: 3 clusters Score -118756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -118834.320312 Penalty: 722.105896
	Iteration 6Q: 3 clusters Score -118834.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118882.851562 Penalty: 722.105896
	Iteration 7Q: 3 clusters Score -118882.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -118924.468750 Penalty: 722.105896
	Iteration 8Q: 3 clusters Score -118924.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -118966.187500 Penalty: 722.105896
	Iteration 9Q: 3 clusters Score -118966.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -118999.109375 Penalty: 722.105896
	Iteration 10Q: 3 clusters Score -118999.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119032.484375 Penalty: 722.105896
	Iteration 11Q: 3 clusters Score -119032.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -119063.789062 Penalty: 722.105896
	Iteration 12Q: 3 clusters Score -119063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -119094.257812 Penalty: 722.105896
	Iteration 13Q: 3 clusters Score -119094.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -119120.234375 Penalty: 722.105896
	Iteration 14Q: 3 clusters Score -119120.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -119154.562500 Penalty: 722.105896
	Iteration 15Q: 3 clusters Score -119154.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119196.703125 Penalty: 722.105896
	Iteration 16Q: 3 clusters Score -119196.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -119216.640625 Penalty: 722.105896
	Iteration 17Q: 3 clusters Score -119216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119230.554688 Penalty: 722.105896
	Iteration 18Q: 3 clusters Score -119230.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119239.359375 Penalty: 722.105896
	Iteration 19Q: 3 clusters Score -119239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -119242.703125 Penalty: 722.105896
	Iteration 20F: 3 clusters Score -119242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -119249.085938 Penalty: 722.105896
	Iteration 21Q: 3 clusters Score -119249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119253.750000 Penalty: 722.105896
	Iteration 22Q: 3 clusters Score -119253.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -119257.710938 Penalty: 722.105896
	Iteration 23Q: 3 clusters Score -119257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119259.257812 Penalty: 722.105896
	Iteration 24Q: 3 clusters Score -119259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119259.960938 Penalty: 722.105896
	Iteration 25Q: 3 clusters Score -119260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -119260.546875 Penalty: 722.105896
	Iteration 26Q: 3 clusters Score -119260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -119260.843750 Penalty: 722.105896
	Iteration 27Q: 3 clusters Score -119260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -119260.843750 Penalty: 722.105896
	Iteration 28F: 3 clusters Score -119260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Entering Unmasked Estep 
Score: -861766.312500 Penalty: 449.842407
	Iteration 0F: 2 clusters Score -861766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -848674.750000 Penalty: 899.684814
	Iteration 0F: 3 clusters Score -848674.8 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -854010.625000 Penalty: 899.684814
	Iteration 1F: 3 clusters Score -854010.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -854214.312500 Penalty: 899.684814
	Iteration 2Q: 3 clusters Score -854214.3 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -854451.500000 Penalty: 899.684814
	Iteration 3Q: 3 clusters Score -854451.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -854764.625000 Penalty: 899.684814
	Iteration 4Q: 3 clusters Score -854764.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -855257.125000 Penalty: 899.684814
	Iteration 5Q: 3 clusters Score -855257.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -856097.437500 Penalty: 899.684814
	Iteration 6F: 3 clusters Score -856097.4 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -857324.625000 Penalty: 899.684814
	Iteration 7F: 3 clusters Score -857324.6 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -858689.250000 Penalty: 899.684814
	Iteration 8F: 3 clusters Score -858689.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -859738.187500 Penalty: 899.684814
	Iteration 9F: 3 clusters Score -859738.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -860388.125000 Penalty: 899.684814
	Iteration 10Q: 3 clusters Score -860388.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -860726.937500 Penalty: 899.684814
	Iteration 11Q: 3 clusters Score -860726.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -860965.312500 Penalty: 899.684814
	Iteration 12Q: 3 clusters Score -860965.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -861121.562500 Penalty: 899.684814
	Iteration 13Q: 3 clusters Score -861121.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -861213.062500 Penalty: 899.684814
	Iteration 14Q: 3 clusters Score -861213.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -861260.875000 Penalty: 899.684814
	Iteration 15Q: 3 clusters Score -861260.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -861302.000000 Penalty: 899.684814
	Iteration 16Q: 3 clusters Score -861302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -861324.187500 Penalty: 899.684814
	Iteration 17Q: 3 clusters Score -861324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -861345.312500 Penalty: 899.684814
	Iteration 18Q: 3 clusters Score -861345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -861350.062500 Penalty: 899.684814
	Iteration 19Q: 3 clusters Score -861350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -861359.125000 Penalty: 899.684814
	Iteration 20F: 3 clusters Score -861359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -861364.562500 Penalty: 899.684814
	Iteration 21Q: 3 clusters Score -861364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -861367.625000 Penalty: 899.684814
	Iteration 22Q: 3 clusters Score -861367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -861368.437500 Penalty: 899.684814
	Iteration 23Q: 3 clusters Score -861368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -861369.062500 Penalty: 899.684814
	Iteration 24Q: 3 clusters Score -861369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -861370.875000 Penalty: 899.684814
	Iteration 25Q: 3 clusters Score -861370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -861373.312500 Penalty: 899.684814
	Iteration 26Q: 3 clusters Score -861373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -861375.000000 Penalty: 899.684814
	Iteration 27Q: 3 clusters Score -861375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -861376.062500 Penalty: 899.684814
	Iteration 28Q: 3 clusters Score -861376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -861376.875000 Penalty: 899.684814
	Iteration 29Q: 3 clusters Score -861376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -861378.812500 Penalty: 899.684814
	Iteration 30Q: 3 clusters Score -861378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -861382.125000 Penalty: 899.684814
	Iteration 31Q: 3 clusters Score -861382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -861383.437500 Penalty: 899.684814
	Iteration 32Q: 3 clusters Score -861383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -861385.312500 Penalty: 899.684814
	Iteration 33Q: 3 clusters Score -861385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -861385.687500 Penalty: 899.684814
	Iteration 34Q: 3 clusters Score -861385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -861385.750000 Penalty: 899.684814
	Iteration 35Q: 3 clusters Score -861385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -861385.750000 Penalty: 899.684814
	Iteration 36F: 3 clusters Score -861385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Entering Unmasked Estep 
Score: -1142716.250000 Penalty: 462.908783
	Iteration 0F: 2 clusters Score -1142716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1125290.125000 Penalty: 925.817566
	Iteration 0F: 3 clusters Score -1125290 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1132403.625000 Penalty: 925.817566
	Iteration 1F: 3 clusters Score -1132404 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1132759.000000 Penalty: 925.817566
	Iteration 2Q: 3 clusters Score -1132759 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1133357.625000 Penalty: 925.817566
	Iteration 3F: 3 clusters Score -1133358 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1134410.250000 Penalty: 925.817566
	Iteration 4F: 3 clusters Score -1134410 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1136147.750000 Penalty: 925.817566
	Iteration 5F: 3 clusters Score -1136148 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1138505.500000 Penalty: 925.817566
	Iteration 6F: 3 clusters Score -1138506 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1140654.625000 Penalty: 925.817566
	Iteration 7F: 3 clusters Score -1140655 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1141859.000000 Penalty: 925.817566
	Iteration 8Q: 3 clusters Score -1141859 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1142216.500000 Penalty: 925.817566
	Iteration 9Q: 3 clusters Score -1142216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1142298.000000 Penalty: 925.817566
	Iteration 10Q: 3 clusters Score -1142298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1142322.250000 Penalty: 925.817566
	Iteration 11Q: 3 clusters Score -1142322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1142333.000000 Penalty: 925.817566
	Iteration 12Q: 3 clusters Score -1142333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1142334.625000 Penalty: 925.817566
	Iteration 13Q: 3 clusters Score -1142335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1142335.750000 Penalty: 925.817566
	Iteration 14Q: 3 clusters Score -1142336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1142337.625000 Penalty: 925.817566
	Iteration 15Q: 3 clusters Score -1142338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1142337.625000 Penalty: 925.817566
	Iteration 16F: 3 clusters Score -1142338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38831 members 
Mstep: Class 3 contains 150294 members 
Mstep: Class 4 contains 303394 members 
Mstep: Class 5 contains 115744 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8207 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 290027 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67213 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 734 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 42717 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 2794 members 
Mstep: Class 24 contains 19666 members 
Mstep: Class 25 contains 26208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951752.000000 Penalty: 15206.294922
Iteration 439Q: 25 clusters Score -4.695175e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38822 members 
Mstep: Class 3 contains 150459 members 
Mstep: Class 4 contains 303522 members 
Mstep: Class 5 contains 115451 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 7269 members 
Mstep: Class 10 contains 290002 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 67283 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 731 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 42636 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 19668 members 
Mstep: Class 25 contains 26242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951700.000000 Penalty: 15206.294922
Iteration 440F: 25 clusters Score -4.69517e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38828 members 
Mstep: Class 3 contains 150626 members 
Mstep: Class 4 contains 303606 members 
Mstep: Class 5 contains 115173 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 289984 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 67351 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 727 members 
Mstep: Class 18 contains 8810 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 42556 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 19677 members 
Mstep: Class 25 contains 26271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951764.000000 Penalty: 15206.294922
Iteration 441Q: 25 clusters Score -4.695176e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38838 members 
Mstep: Class 3 contains 150802 members 
Mstep: Class 4 contains 303609 members 
Mstep: Class 5 contains 114938 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8303 members 
Mstep: Class 8 contains 5506 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 289996 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 67429 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 719 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 42464 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 18309 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 19700 members 
Mstep: Class 25 contains 26301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951868.000000 Penalty: 15206.294922
Iteration 442Q: 25 clusters Score -4.695187e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38849 members 
Mstep: Class 3 contains 151005 members 
Mstep: Class 4 contains 303575 members 
Mstep: Class 5 contains 114685 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 290010 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 67530 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 42376 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 2793 members 
Mstep: Class 24 contains 19722 members 
Mstep: Class 25 contains 26332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951660.000000 Penalty: 15206.294922
Iteration 443Q: 25 clusters Score -4.695166e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 38862 members 
Mstep: Class 3 contains 151132 members 
Mstep: Class 4 contains 303575 members 
Mstep: Class 5 contains 114394 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 290105 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 67648 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 42296 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 2793 members 
Mstep: Class 24 contains 19722 members 
Mstep: Class 25 contains 26344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951764.000000 Penalty: 15206.294922
Iteration 444Q: 25 clusters Score -4.695176e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38866 members 
Mstep: Class 3 contains 151259 members 
Mstep: Class 4 contains 303632 members 
Mstep: Class 5 contains 114117 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 290155 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 67762 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 42195 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 2794 members 
Mstep: Class 24 contains 19741 members 
Mstep: Class 25 contains 26361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951724.000000 Penalty: 15206.294922
Iteration 445Q: 25 clusters Score -4.695172e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38853 members 
Mstep: Class 3 contains 151403 members 
Mstep: Class 4 contains 303704 members 
Mstep: Class 5 contains 113830 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 290184 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 67857 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 8777 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 42104 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 18288 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 19755 members 
Mstep: Class 25 contains 26385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951832.000000 Penalty: 15206.294922
Iteration 446Q: 25 clusters Score -4.695183e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38842 members 
Mstep: Class 3 contains 151586 members 
Mstep: Class 4 contains 303782 members 
Mstep: Class 5 contains 113523 members 
Mstep: Class 6 contains 197 members 
Mstep: Class 7 contains 8529 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 290170 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 67929 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 2798 members 
Mstep: Class 24 contains 19766 members 
Mstep: Class 25 contains 26422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951804.000000 Penalty: 15206.294922
Iteration 447Q: 25 clusters Score -4.69518e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38818 members 
Mstep: Class 3 contains 151799 members 
Mstep: Class 4 contains 303840 members 
Mstep: Class 5 contains 113244 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8578 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 290119 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 659 members 
Mstep: Class 18 contains 8779 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 41963 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 19759 members 
Mstep: Class 25 contains 26458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951752.000000 Penalty: 15206.294922
Iteration 448Q: 25 clusters Score -4.695175e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38804 members 
Mstep: Class 3 contains 152001 members 
Mstep: Class 4 contains 303944 members 
Mstep: Class 5 contains 112905 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 290081 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 68055 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 651 members 
Mstep: Class 18 contains 8779 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 41906 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 19756 members 
Mstep: Class 25 contains 26499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951976.000000 Penalty: 15206.294922
Iteration 449Q: 25 clusters Score -4.695198e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38785 members 
Mstep: Class 3 contains 152253 members 
Mstep: Class 4 contains 304043 members 
Mstep: Class 5 contains 112612 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8701 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 289986 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 68126 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 8783 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 41838 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 19750 members 
Mstep: Class 25 contains 26517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951872.000000 Penalty: 15206.294922
Iteration 450Q: 25 clusters Score -4.695187e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 38765 members 
Mstep: Class 3 contains 152474 members 
Mstep: Class 4 contains 304108 members 
Mstep: Class 5 contains 112288 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 5274 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 289953 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 68189 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 641 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 41783 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 18326 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 19756 members 
Mstep: Class 25 contains 26544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951692.000000 Penalty: 15206.294922
Iteration 451Q: 25 clusters Score -4.695169e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 152673 members 
Mstep: Class 4 contains 304121 members 
Mstep: Class 5 contains 111968 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8854 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 289966 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 68263 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 41732 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 18327 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 19760 members 
Mstep: Class 25 contains 26574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951708.000000 Penalty: 15206.294922
Iteration 452Q: 25 clusters Score -4.695171e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 152853 members 
Mstep: Class 4 contains 304099 members 
Mstep: Class 5 contains 111658 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8924 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 290022 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 68334 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 41686 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 19743 members 
Mstep: Class 25 contains 26605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951808.000000 Penalty: 15206.294922
Iteration 453Q: 25 clusters Score -4.695181e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38757 members 
Mstep: Class 3 contains 153020 members 
Mstep: Class 4 contains 304053 members 
Mstep: Class 5 contains 111359 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 290098 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 68411 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 41643 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 18336 members 
Mstep: Class 23 contains 2812 members 
Mstep: Class 24 contains 19733 members 
Mstep: Class 25 contains 26623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46951928.000000 Penalty: 15206.294922
Iteration 454Q: 25 clusters Score -4.695193e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38764 members 
Mstep: Class 3 contains 153202 members 
Mstep: Class 4 contains 304006 members 
Mstep: Class 5 contains 111039 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 290156 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 41628 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 19720 members 
Mstep: Class 25 contains 26640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952076.000000 Penalty: 15206.294922
Iteration 455Q: 25 clusters Score -4.695208e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38761 members 
Mstep: Class 3 contains 153391 members 
Mstep: Class 4 contains 303935 members 
Mstep: Class 5 contains 110699 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 290227 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 68540 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 41597 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18356 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 19725 members 
Mstep: Class 25 contains 26681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952316.000000 Penalty: 15206.294922
Iteration 456Q: 25 clusters Score -4.695232e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38776 members 
Mstep: Class 3 contains 153565 members 
Mstep: Class 4 contains 303778 members 
Mstep: Class 5 contains 110380 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9216 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 7462 members 
Mstep: Class 10 contains 290365 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68625 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 41579 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 18357 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 19735 members 
Mstep: Class 25 contains 26685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952124.000000 Penalty: 15206.294922
Iteration 457Q: 25 clusters Score -4.695212e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38774 members 
Mstep: Class 3 contains 153768 members 
Mstep: Class 4 contains 303662 members 
Mstep: Class 5 contains 110073 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 290439 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68701 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 41546 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18362 members 
Mstep: Class 23 contains 2838 members 
Mstep: Class 24 contains 19742 members 
Mstep: Class 25 contains 26697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952172.000000 Penalty: 15206.294922
Iteration 458Q: 25 clusters Score -4.695217e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38779 members 
Mstep: Class 3 contains 154008 members 
Mstep: Class 4 contains 303508 members 
Mstep: Class 5 contains 109738 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 290538 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68774 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 41512 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 18376 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 19762 members 
Mstep: Class 25 contains 26685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952156.000000 Penalty: 15206.294922
Iteration 459Q: 25 clusters Score -4.695216e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38783 members 
Mstep: Class 3 contains 154198 members 
Mstep: Class 4 contains 303372 members 
Mstep: Class 5 contains 109394 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 290659 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68856 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 41480 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18383 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 19782 members 
Mstep: Class 25 contains 26667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952208.000000 Penalty: 15206.294922
Iteration 460F: 25 clusters Score -4.695221e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38776 members 
Mstep: Class 3 contains 154362 members 
Mstep: Class 4 contains 303230 members 
Mstep: Class 5 contains 109040 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 290847 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 68921 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18388 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 19810 members 
Mstep: Class 25 contains 26678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952284.000000 Penalty: 15206.294922
Iteration 461Q: 25 clusters Score -4.695228e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38787 members 
Mstep: Class 3 contains 154565 members 
Mstep: Class 4 contains 303063 members 
Mstep: Class 5 contains 108711 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9709 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 7540 members 
Mstep: Class 10 contains 291019 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 68972 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 41398 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18394 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 26669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952184.000000 Penalty: 15206.294922
Iteration 462Q: 25 clusters Score -4.695218e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38795 members 
Mstep: Class 3 contains 154784 members 
Mstep: Class 4 contains 302920 members 
Mstep: Class 5 contains 108337 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9814 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 291203 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 68992 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 41372 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 18406 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 19858 members 
Mstep: Class 25 contains 26670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952408.000000 Penalty: 15206.294922
Iteration 463Q: 25 clusters Score -4.695241e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38793 members 
Mstep: Class 3 contains 155001 members 
Mstep: Class 4 contains 302744 members 
Mstep: Class 5 contains 108002 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 9936 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 291378 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 69026 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 8779 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 41353 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 18407 members 
Mstep: Class 23 contains 2838 members 
Mstep: Class 24 contains 19876 members 
Mstep: Class 25 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952368.000000 Penalty: 15206.294922
Iteration 464Q: 25 clusters Score -4.695237e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38795 members 
Mstep: Class 3 contains 155165 members 
Mstep: Class 4 contains 302555 members 
Mstep: Class 5 contains 107678 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 10 contains 291611 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 69046 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 41317 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18402 members 
Mstep: Class 23 contains 2835 members 
Mstep: Class 24 contains 19911 members 
Mstep: Class 25 contains 26686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952396.000000 Penalty: 15206.294922
Iteration 465Q: 25 clusters Score -4.69524e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38800 members 
Mstep: Class 3 contains 155343 members 
Mstep: Class 4 contains 302378 members 
Mstep: Class 5 contains 107408 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 10143 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 291787 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 69058 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 41259 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 18388 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 19945 members 
Mstep: Class 25 contains 26697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952436.000000 Penalty: 15206.294922
Iteration 466Q: 25 clusters Score -4.695244e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 38822 members 
Mstep: Class 3 contains 155535 members 
Mstep: Class 4 contains 302241 members 
Mstep: Class 5 contains 107108 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 291950 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 69060 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 41201 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 18383 members 
Mstep: Class 23 contains 2830 members 
Mstep: Class 24 contains 19975 members 
Mstep: Class 25 contains 26709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952460.000000 Penalty: 15206.294922
Iteration 467Q: 25 clusters Score -4.695246e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 38827 members 
Mstep: Class 3 contains 155689 members 
Mstep: Class 4 contains 302056 members 
Mstep: Class 5 contains 106826 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 292177 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 69057 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 41154 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 18379 members 
Mstep: Class 23 contains 2828 members 
Mstep: Class 24 contains 19986 members 
Mstep: Class 25 contains 26743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952392.000000 Penalty: 15206.294922
Iteration 468Q: 25 clusters Score -4.695239e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38833 members 
Mstep: Class 3 contains 155807 members 
Mstep: Class 4 contains 301835 members 
Mstep: Class 5 contains 106571 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 292456 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 69089 members 
Mstep: Class 14 contains 555 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 8779 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 41084 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 20002 members 
Mstep: Class 25 contains 26746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952404.000000 Penalty: 15206.294922
Iteration 469Q: 25 clusters Score -4.69524e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38845 members 
Mstep: Class 3 contains 155963 members 
Mstep: Class 4 contains 301652 members 
Mstep: Class 5 contains 106296 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 292663 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 69125 members 
Mstep: Class 14 contains 557 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 8779 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 18369 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 20016 members 
Mstep: Class 25 contains 26742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952276.000000 Penalty: 15206.294922
Iteration 470Q: 25 clusters Score -4.695228e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38839 members 
Mstep: Class 3 contains 156106 members 
Mstep: Class 4 contains 301418 members 
Mstep: Class 5 contains 106065 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 292919 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 69153 members 
Mstep: Class 14 contains 558 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 40980 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 18367 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 20019 members 
Mstep: Class 25 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952260.000000 Penalty: 15206.294922
Iteration 471Q: 25 clusters Score -4.695226e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38827 members 
Mstep: Class 3 contains 156284 members 
Mstep: Class 4 contains 301192 members 
Mstep: Class 5 contains 105838 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 293139 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 69158 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 3360 members 
Mstep: Class 20 contains 40934 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 18366 members 
Mstep: Class 23 contains 2827 members 
Mstep: Class 24 contains 20018 members 
Mstep: Class 25 contains 26749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952252.000000 Penalty: 15206.294922
Iteration 472Q: 25 clusters Score -4.695225e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38805 members 
Mstep: Class 3 contains 156482 members 
Mstep: Class 4 contains 300898 members 
Mstep: Class 5 contains 105632 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10825 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 293401 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 69166 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 3353 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18368 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 20008 members 
Mstep: Class 25 contains 26745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952228.000000 Penalty: 15206.294922
Iteration 473Q: 25 clusters Score -4.695223e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38782 members 
Mstep: Class 3 contains 156700 members 
Mstep: Class 4 contains 300676 members 
Mstep: Class 5 contains 105398 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 293573 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 69163 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 3350 members 
Mstep: Class 20 contains 40876 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 18372 members 
Mstep: Class 23 contains 2827 members 
Mstep: Class 24 contains 19997 members 
Mstep: Class 25 contains 26742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952188.000000 Penalty: 15206.294922
Iteration 474Q: 25 clusters Score -4.695219e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38769 members 
Mstep: Class 3 contains 156903 members 
Mstep: Class 4 contains 300472 members 
Mstep: Class 5 contains 105162 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 11045 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 293733 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 69143 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 8824 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 40857 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 18372 members 
Mstep: Class 23 contains 2828 members 
Mstep: Class 24 contains 19990 members 
Mstep: Class 25 contains 26755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952276.000000 Penalty: 15206.294922
Iteration 475Q: 25 clusters Score -4.695228e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38769 members 
Mstep: Class 3 contains 157101 members 
Mstep: Class 4 contains 300282 members 
Mstep: Class 5 contains 104928 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 293907 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 69109 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 40818 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18372 members 
Mstep: Class 23 contains 2827 members 
Mstep: Class 24 contains 19997 members 
Mstep: Class 25 contains 26784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952384.000000 Penalty: 15206.294922
Iteration 476Q: 25 clusters Score -4.695238e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38768 members 
Mstep: Class 3 contains 157288 members 
Mstep: Class 4 contains 300086 members 
Mstep: Class 5 contains 104687 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11197 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 7722 members 
Mstep: Class 10 contains 294125 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 69076 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 40785 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 18380 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 20004 members 
Mstep: Class 25 contains 26807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952380.000000 Penalty: 15206.294922
Iteration 477Q: 25 clusters Score -4.695238e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38775 members 
Mstep: Class 3 contains 157449 members 
Mstep: Class 4 contains 299867 members 
Mstep: Class 5 contains 104455 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 294390 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 69066 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 8833 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 40730 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18383 members 
Mstep: Class 23 contains 2828 members 
Mstep: Class 24 contains 20017 members 
Mstep: Class 25 contains 26803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952496.000000 Penalty: 15206.294922
Iteration 478Q: 25 clusters Score -4.69525e+07 nChanged 1659
Entering ConstructFrom: 
Score: -46952496.000000 Penalty: 15206.294922
Entering ConstructFrom: 
Trying to split cluster 1 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -65517.167969 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -65517.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -64423.171875 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -64423.17 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64782.824219 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -64782.82 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -64866.250000 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -64866.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -64937.019531 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -64937.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64996.109375 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -64996.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65050.804688 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -65050.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65106.296875 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -65106.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65153.765625 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -65153.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65177.531250 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -65177.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65192.921875 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -65192.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65206.667969 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -65206.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65216.898438 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -65216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65226.097656 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -65226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65232.437500 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -65232.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65235.589844 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -65235.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65238.796875 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -65238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65240.554688 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -65240.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65241.722656 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -65241.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65242.605469 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -65242.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65243.437500 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -65243.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65244.718750 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -65244.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65245.242188 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -65245.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65245.343750 Penalty: 661.661743
	Iteration 22Q: 3 clusters Score -65245.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65245.343750 Penalty: 661.661743
	Iteration 23F: 3 clusters Score -65245.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Entering Unmasked Estep 
Score: -1573466.125000 Penalty: 480.726959
	Iteration 0F: 2 clusters Score -1573466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1547440.875000 Penalty: 961.453918
	Iteration 0F: 3 clusters Score -1547441 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -1558570.375000 Penalty: 961.453918
	Iteration 1F: 3 clusters Score -1558570 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -1559525.250000 Penalty: 961.453918
	Iteration 2F: 3 clusters Score -1559525 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -1561349.625000 Penalty: 961.453918
	Iteration 3F: 3 clusters Score -1561350 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -1564192.375000 Penalty: 961.453918
	Iteration 4F: 3 clusters Score -1564192 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -1567522.000000 Penalty: 961.453918
	Iteration 5F: 3 clusters Score -1567522 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -1570259.125000 Penalty: 961.453918
	Iteration 6F: 3 clusters Score -1570259 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -1571897.375000 Penalty: 961.453918
	Iteration 7Q: 3 clusters Score -1571897 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -1572566.625000 Penalty: 961.453918
	Iteration 8Q: 3 clusters Score -1572567 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -1572838.125000 Penalty: 961.453918
	Iteration 9Q: 3 clusters Score -1572838 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -1572960.125000 Penalty: 961.453918
	Iteration 10Q: 3 clusters Score -1572960 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -1573047.625000 Penalty: 961.453918
	Iteration 11Q: 3 clusters Score -1573048 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -1573109.250000 Penalty: 961.453918
	Iteration 12Q: 3 clusters Score -1573109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -1573168.125000 Penalty: 961.453918
	Iteration 13Q: 3 clusters Score -1573168 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -1573206.750000 Penalty: 961.453918
	Iteration 14Q: 3 clusters Score -1573207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -1573245.125000 Penalty: 961.453918
	Iteration 15Q: 3 clusters Score -1573245 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -1573275.000000 Penalty: 961.453918
	Iteration 16Q: 3 clusters Score -1573275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1573296.125000 Penalty: 961.453918
	Iteration 17Q: 3 clusters Score -1573296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -1573308.375000 Penalty: 961.453918
	Iteration 18Q: 3 clusters Score -1573308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -1573314.250000 Penalty: 961.453918
	Iteration 19Q: 3 clusters Score -1573314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -1573320.125000 Penalty: 961.453918
	Iteration 20F: 3 clusters Score -1573320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -1573321.750000 Penalty: 961.453918
	Iteration 21Q: 3 clusters Score -1573322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -1573326.500000 Penalty: 961.453918
	Iteration 22Q: 3 clusters Score -1573326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -1573332.625000 Penalty: 961.453918
	Iteration 23Q: 3 clusters Score -1573333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -1573335.875000 Penalty: 961.453918
	Iteration 24Q: 3 clusters Score -1573336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -1573339.625000 Penalty: 961.453918
	Iteration 25Q: 3 clusters Score -1573340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -1573344.500000 Penalty: 961.453918
	Iteration 26Q: 3 clusters Score -1573344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -1573348.375000 Penalty: 961.453918
	Iteration 27Q: 3 clusters Score -1573348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -1573345.250000 Penalty: 961.453918
	Iteration 28Q: 3 clusters Score -1573345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -1573351.375000 Penalty: 961.453918
	Iteration 29Q: 3 clusters Score -1573351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -1573354.875000 Penalty: 961.453918
	Iteration 30Q: 3 clusters Score -1573355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -1573360.500000 Penalty: 961.453918
	Iteration 31Q: 3 clusters Score -1573360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -1573360.875000 Penalty: 961.453918
	Iteration 32Q: 3 clusters Score -1573361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -1573365.250000 Penalty: 961.453918
	Iteration 33Q: 3 clusters Score -1573365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -1573365.000000 Penalty: 961.453918
	Iteration 34Q: 3 clusters Score -1573365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -1573368.750000 Penalty: 961.453918
	Iteration 35Q: 3 clusters Score -1573369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -1573367.125000 Penalty: 961.453918
	Iteration 36Q: 3 clusters Score -1573367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -1573370.625000 Penalty: 961.453918
	Iteration 37Q: 3 clusters Score -1573371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -1573373.000000 Penalty: 961.453918
	Iteration 38Q: 3 clusters Score -1573373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -1573372.375000 Penalty: 961.453918
	Iteration 39Q: 3 clusters Score -1573372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -1573370.250000 Penalty: 961.453918
	Iteration 40F: 3 clusters Score -1573370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -1573372.000000 Penalty: 961.453918
	Iteration 41Q: 3 clusters Score -1573372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -1573370.625000 Penalty: 961.453918
	Iteration 42Q: 3 clusters Score -1573371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -1573371.375000 Penalty: 961.453918
	Iteration 43Q: 3 clusters Score -1573371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -1573370.125000 Penalty: 961.453918
	Iteration 44Q: 3 clusters Score -1573370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -1573371.125000 Penalty: 961.453918
	Iteration 45Q: 3 clusters Score -1573371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -1573373.375000 Penalty: 961.453918
	Iteration 46Q: 3 clusters Score -1573373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -1573375.375000 Penalty: 961.453918
	Iteration 47Q: 3 clusters Score -1573375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -1573376.625000 Penalty: 961.453918
	Iteration 48Q: 3 clusters Score -1573377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -1573377.625000 Penalty: 961.453918
	Iteration 49Q: 3 clusters Score -1573378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -1573378.125000 Penalty: 961.453918
	Iteration 50Q: 3 clusters Score -1573378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -1573377.250000 Penalty: 961.453918
	Iteration 51Q: 3 clusters Score -1573377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -1573377.000000 Penalty: 961.453918
	Iteration 52Q: 3 clusters Score -1573377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -1573378.500000 Penalty: 961.453918
	Iteration 53Q: 3 clusters Score -1573378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -1573377.250000 Penalty: 961.453918
	Iteration 54Q: 3 clusters Score -1573377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -1573376.500000 Penalty: 961.453918
	Iteration 55Q: 3 clusters Score -1573376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -1573379.250000 Penalty: 961.453918
	Iteration 56Q: 3 clusters Score -1573379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -1573378.375000 Penalty: 961.453918
	Iteration 57Q: 3 clusters Score -1573378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -1573378.875000 Penalty: 961.453918
	Iteration 58Q: 3 clusters Score -1573379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -1573377.500000 Penalty: 961.453918
	Iteration 59Q: 3 clusters Score -1573378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -1573377.500000 Penalty: 961.453918
	Iteration 60F: 3 clusters Score -1573378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Entering Unmasked Estep 
Score: -7009357.500000 Penalty: 544.536743
	Iteration 0F: 2 clusters Score -7009358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -6902603.000000 Penalty: 1089.073486
	Iteration 0F: 3 clusters Score -6902603 nChanged 77227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -6950252.500000 Penalty: 1089.073486
	Iteration 1F: 3 clusters Score -6950252 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -6951338.500000 Penalty: 1089.073486
	Iteration 2Q: 3 clusters Score -6951338 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -6952810.500000 Penalty: 1089.073486
	Iteration 3Q: 3 clusters Score -6952810 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -6954892.500000 Penalty: 1089.073486
	Iteration 4Q: 3 clusters Score -6954892 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -6958790.000000 Penalty: 1089.073486
	Iteration 5Q: 3 clusters Score -6958790 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -6966384.000000 Penalty: 1089.073486
	Iteration 6F: 3 clusters Score -6966384 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -6978908.000000 Penalty: 1089.073486
	Iteration 7F: 3 clusters Score -6978908 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -6990417.000000 Penalty: 1089.073486
	Iteration 8F: 3 clusters Score -6990417 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -6996648.000000 Penalty: 1089.073486
	Iteration 9F: 3 clusters Score -6996648 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -7000706.500000 Penalty: 1089.073486
	Iteration 10Q: 3 clusters Score -7000706 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -7004002.500000 Penalty: 1089.073486
	Iteration 11Q: 3 clusters Score -7004002 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -7006173.000000 Penalty: 1089.073486
	Iteration 12Q: 3 clusters Score -7006173 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -7007518.000000 Penalty: 1089.073486
	Iteration 13Q: 3 clusters Score -7007518 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -7008294.500000 Penalty: 1089.073486
	Iteration 14Q: 3 clusters Score -7008294 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -7008681.500000 Penalty: 1089.073486
	Iteration 15Q: 3 clusters Score -7008682 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -7008865.500000 Penalty: 1089.073486
	Iteration 16Q: 3 clusters Score -7008866 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -7008923.000000 Penalty: 1089.073486
	Iteration 17Q: 3 clusters Score -7008923 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -7008957.500000 Penalty: 1089.073486
	Iteration 18Q: 3 clusters Score -7008958 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -7008972.000000 Penalty: 1089.073486
	Iteration 19Q: 3 clusters Score -7008972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -7008978.500000 Penalty: 1089.073486
	Iteration 20F: 3 clusters Score -7008978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -7008987.500000 Penalty: 1089.073486
	Iteration 21Q: 3 clusters Score -7008988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -7008991.500000 Penalty: 1089.073486
	Iteration 22Q: 3 clusters Score -7008992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -7008990.500000 Penalty: 1089.073486
	Iteration 23Q: 3 clusters Score -7008990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -7009002.000000 Penalty: 1089.073486
	Iteration 24Q: 3 clusters Score -7009002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -7009003.500000 Penalty: 1089.073486
	Iteration 25Q: 3 clusters Score -7009004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -7009004.500000 Penalty: 1089.073486
	Iteration 26Q: 3 clusters Score -7009004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -7009001.500000 Penalty: 1089.073486
	Iteration 27Q: 3 clusters Score -7009002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -7008996.500000 Penalty: 1089.073486
	Iteration 28Q: 3 clusters Score -7008996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -7008996.500000 Penalty: 1089.073486
	Iteration 29Q: 3 clusters Score -7008996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -7008989.500000 Penalty: 1089.073486
	Iteration 30Q: 3 clusters Score -7008990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -7008989.000000 Penalty: 1089.073486
	Iteration 31Q: 3 clusters Score -7008989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -7008990.000000 Penalty: 1089.073486
	Iteration 32Q: 3 clusters Score -7008990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -7008988.000000 Penalty: 1089.073486
	Iteration 33Q: 3 clusters Score -7008988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -7008986.000000 Penalty: 1089.073486
	Iteration 34Q: 3 clusters Score -7008986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -7008995.000000 Penalty: 1089.073486
	Iteration 35Q: 3 clusters Score -7008995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -7008992.500000 Penalty: 1089.073486
	Iteration 36Q: 3 clusters Score -7008992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -7008994.500000 Penalty: 1089.073486
	Iteration 37Q: 3 clusters Score -7008994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -7008996.500000 Penalty: 1089.073486
	Iteration 38Q: 3 clusters Score -7008996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -7008992.500000 Penalty: 1089.073486
	Iteration 39Q: 3 clusters Score -7008992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -7008990.500000 Penalty: 1089.073486
	Iteration 40F: 3 clusters Score -7008990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -7008992.000000 Penalty: 1089.073486
	Iteration 41Q: 3 clusters Score -7008992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -7008997.500000 Penalty: 1089.073486
	Iteration 42Q: 3 clusters Score -7008998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -7008993.000000 Penalty: 1089.073486
	Iteration 43Q: 3 clusters Score -7008993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -7008986.000000 Penalty: 1089.073486
	Iteration 44Q: 3 clusters Score -7008986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -7008986.000000 Penalty: 1089.073486
	Iteration 45Q: 3 clusters Score -7008986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -7008990.000000 Penalty: 1089.073486
	Iteration 46Q: 3 clusters Score -7008990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -7008994.000000 Penalty: 1089.073486
	Iteration 47Q: 3 clusters Score -7008994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -7008993.000000 Penalty: 1089.073486
	Iteration 48Q: 3 clusters Score -7008993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -7008995.500000 Penalty: 1089.073486
	Iteration 49Q: 3 clusters Score -7008996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -7008995.000000 Penalty: 1089.073486
	Iteration 50Q: 3 clusters Score -7008995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -7008994.500000 Penalty: 1089.073486
	Iteration 51Q: 3 clusters Score -7008994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -7008995.500000 Penalty: 1089.073486
	Iteration 52Q: 3 clusters Score -7008996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7008995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -7008997.000000 Penalty: 1089.073486
	Iteration 54Q: 3 clusters Score -7008997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -7009000.000000 Penalty: 1089.073486
	Iteration 55Q: 3 clusters Score -7009000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -7008998.000000 Penalty: 1089.073486
	Iteration 56Q: 3 clusters Score -7008998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -7008994.500000 Penalty: 1089.073486
	Iteration 57Q: 3 clusters Score -7008994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -7008996.500000 Penalty: 1089.073486
	Iteration 58Q: 3 clusters Score -7008996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -7008994.500000 Penalty: 1089.073486
	Iteration 59Q: 3 clusters Score -7008994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -7008994.500000 Penalty: 1089.073486
	Iteration 60F: 3 clusters Score -7008994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -7008990.500000 Penalty: 1089.073486
	Iteration 61Q: 3 clusters Score -7008990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7008990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7008996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7008997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7009000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -7009002.000000 Penalty: 1089.073486
	Iteration 66Q: 3 clusters Score -7009002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7009004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -7009007.000000 Penalty: 1089.073486
	Iteration 68Q: 3 clusters Score -7009007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7009008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7009008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7009008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7009009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7009008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7009008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7009008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7009010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7009006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7009010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7009010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7009006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7009008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7009004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7009006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7009007 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75008 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7009004 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86F: 3 clusters Score -7009004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (299656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299656 members 
Entering Unmasked Estep 
Score: -13248560.000000 Penalty: 573.772766
	Iteration 0F: 2 clusters Score -1.324856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -13044560.000000 Penalty: 1147.545532
	Iteration 0F: 3 clusters Score -1.304456e+07 nChanged 147582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 163905 members 
Entering Unmasked Estep 
Score: -13135609.000000 Penalty: 1147.545532
	Iteration 1F: 3 clusters Score -1.313561e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -13139330.000000 Penalty: 1147.545532
	Iteration 2Q: 3 clusters Score -1.313933e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -13145957.000000 Penalty: 1147.545532
	Iteration 3F: 3 clusters Score -1.314596e+07 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 203277 members 
Entering Unmasked Estep 
Score: -13157482.000000 Penalty: 1147.545532
	Iteration 4F: 3 clusters Score -1.315748e+07 nChanged 22846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 225211 members 
Entering Unmasked Estep 
Score: -13175727.000000 Penalty: 1147.545532
	Iteration 5F: 3 clusters Score -1.317573e+07 nChanged 24147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 248922 members 
Entering Unmasked Estep 
Score: -13199004.000000 Penalty: 1147.545532
	Iteration 6F: 3 clusters Score -1.3199e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 268732 members 
Entering Unmasked Estep 
Score: -13219544.000000 Penalty: 1147.545532
	Iteration 7F: 3 clusters Score -1.321954e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 281603 members 
Entering Unmasked Estep 
Score: -13232684.000000 Penalty: 1147.545532
	Iteration 8Q: 3 clusters Score -1.323268e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 288807 members 
Entering Unmasked Estep 
Score: -13240020.000000 Penalty: 1147.545532
	Iteration 9Q: 3 clusters Score -1.324002e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 292886 members 
Entering Unmasked Estep 
Score: -13243559.000000 Penalty: 1147.545532
	Iteration 10Q: 3 clusters Score -1.324356e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 295386 members 
Entering Unmasked Estep 
Score: -13245523.000000 Penalty: 1147.545532
	Iteration 11Q: 3 clusters Score -1.324552e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 296934 members 
Entering Unmasked Estep 
Score: -13246649.000000 Penalty: 1147.545532
	Iteration 12Q: 3 clusters Score -1.324665e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 297892 members 
Entering Unmasked Estep 
Score: -13247202.000000 Penalty: 1147.545532
	Iteration 13Q: 3 clusters Score -1.32472e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 298492 members 
Entering Unmasked Estep 
Score: -13247487.000000 Penalty: 1147.545532
	Iteration 14Q: 3 clusters Score -1.324749e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 298889 members 
Entering Unmasked Estep 
Score: -13247725.000000 Penalty: 1147.545532
	Iteration 15Q: 3 clusters Score -1.324772e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 299158 members 
Entering Unmasked Estep 
Score: -13247855.000000 Penalty: 1147.545532
	Iteration 16Q: 3 clusters Score -1.324786e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 299312 members 
Entering Unmasked Estep 
Score: -13247960.000000 Penalty: 1147.545532
	Iteration 17Q: 3 clusters Score -1.324796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 299402 members 
Entering Unmasked Estep 
Score: -13247996.000000 Penalty: 1147.545532
	Iteration 18Q: 3 clusters Score -1.3248e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299446 members 
Entering Unmasked Estep 
Score: -13248025.000000 Penalty: 1147.545532
	Iteration 19Q: 3 clusters Score -1.324802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 299476 members 
Entering Unmasked Estep 
Score: -13248062.000000 Penalty: 1147.545532
	Iteration 20F: 3 clusters Score -1.324806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 299487 members 
Entering Unmasked Estep 
Score: -13248079.000000 Penalty: 1147.545532
	Iteration 21Q: 3 clusters Score -1.324808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 299493 members 
Entering Unmasked Estep 
Score: -13248081.000000 Penalty: 1147.545532
	Iteration 22Q: 3 clusters Score -1.324808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 299500 members 
Entering Unmasked Estep 
Score: -13248080.000000 Penalty: 1147.545532
	Iteration 23Q: 3 clusters Score -1.324808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 299505 members 
Entering Unmasked Estep 
Score: -13248081.000000 Penalty: 1147.545532
	Iteration 24Q: 3 clusters Score -1.324808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 299509 members 
Entering Unmasked Estep 
Score: -13248085.000000 Penalty: 1147.545532
	Iteration 25Q: 3 clusters Score -1.324808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 299510 members 
Entering Unmasked Estep 
Score: -13248097.000000 Penalty: 1147.545532
	Iteration 26Q: 3 clusters Score -1.32481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 299512 members 
Entering Unmasked Estep 
Score: -13248108.000000 Penalty: 1147.545532
	Iteration 27Q: 3 clusters Score -1.324811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299514 members 
Entering Unmasked Estep 
Score: -13248116.000000 Penalty: 1147.545532
	Iteration 28Q: 3 clusters Score -1.324812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 299518 members 
Entering Unmasked Estep 
Score: -13248115.000000 Penalty: 1147.545532
	Iteration 29Q: 3 clusters Score -1.324812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 299523 members 
Entering Unmasked Estep 
Score: -13248124.000000 Penalty: 1147.545532
	Iteration 30Q: 3 clusters Score -1.324812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 299526 members 
Entering Unmasked Estep 
Score: -13248131.000000 Penalty: 1147.545532
	Iteration 31Q: 3 clusters Score -1.324813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 299524 members 
Entering Unmasked Estep 
Score: -13248123.000000 Penalty: 1147.545532
	Iteration 32Q: 3 clusters Score -1.324812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 299525 members 
Entering Unmasked Estep 
Score: -13248129.000000 Penalty: 1147.545532
	Iteration 33Q: 3 clusters Score -1.324813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 299529 members 
Entering Unmasked Estep 
Score: -13248134.000000 Penalty: 1147.545532
	Iteration 34Q: 3 clusters Score -1.324813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 299534 members 
Entering Unmasked Estep 
Score: -13248142.000000 Penalty: 1147.545532
	Iteration 35Q: 3 clusters Score -1.324814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 299534 members 
Entering Unmasked Estep 
Score: -13248138.000000 Penalty: 1147.545532
	Iteration 36Q: 3 clusters Score -1.324814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 299534 members 
Entering Unmasked Estep 
Score: -13248138.000000 Penalty: 1147.545532
	Iteration 37F: 3 clusters Score -1.324814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Entering Unmasked Estep 
Score: -4603022.500000 Penalty: 525.714417
	Iteration 0F: 2 clusters Score -4603022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -4532674.500000 Penalty: 1051.428833
	Iteration 0F: 3 clusters Score -4532674 nChanged 50904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -4565258.500000 Penalty: 1051.428833
	Iteration 1F: 3 clusters Score -4565258 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -4568431.500000 Penalty: 1051.428833
	Iteration 2F: 3 clusters Score -4568432 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -4573783.000000 Penalty: 1051.428833
	Iteration 3F: 3 clusters Score -4573783 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -4581269.000000 Penalty: 1051.428833
	Iteration 4F: 3 clusters Score -4581269 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -4588918.500000 Penalty: 1051.428833
	Iteration 5F: 3 clusters Score -4588918 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -4594060.500000 Penalty: 1051.428833
	Iteration 6Q: 3 clusters Score -4594060 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 94990 members 
Entering Unmasked Estep 
Score: -4596883.000000 Penalty: 1051.428833
	Iteration 7Q: 3 clusters Score -4596883 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -4598524.000000 Penalty: 1051.428833
	Iteration 8Q: 3 clusters Score -4598524 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -4599568.000000 Penalty: 1051.428833
	Iteration 9Q: 3 clusters Score -4599568 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -4600313.500000 Penalty: 1051.428833
	Iteration 10Q: 3 clusters Score -4600314 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -4600876.500000 Penalty: 1051.428833
	Iteration 11Q: 3 clusters Score -4600876 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -4601290.500000 Penalty: 1051.428833
	Iteration 12Q: 3 clusters Score -4601290 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -4601661.000000 Penalty: 1051.428833
	Iteration 13Q: 3 clusters Score -4601661 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -4601897.500000 Penalty: 1051.428833
	Iteration 14Q: 3 clusters Score -4601898 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -4602100.000000 Penalty: 1051.428833
	Iteration 15Q: 3 clusters Score -4602100 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -4602192.500000 Penalty: 1051.428833
	Iteration 16Q: 3 clusters Score -4602192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -4602276.500000 Penalty: 1051.428833
	Iteration 17Q: 3 clusters Score -4602276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -4602322.000000 Penalty: 1051.428833
	Iteration 18Q: 3 clusters Score -4602322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -4602402.000000 Penalty: 1051.428833
	Iteration 19Q: 3 clusters Score -4602402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -4602449.000000 Penalty: 1051.428833
	Iteration 20F: 3 clusters Score -4602449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -4602485.000000 Penalty: 1051.428833
	Iteration 21Q: 3 clusters Score -4602485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -4602500.000000 Penalty: 1051.428833
	Iteration 22Q: 3 clusters Score -4602500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -4602518.500000 Penalty: 1051.428833
	Iteration 23Q: 3 clusters Score -4602518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -4602537.500000 Penalty: 1051.428833
	Iteration 24Q: 3 clusters Score -4602538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -4602556.000000 Penalty: 1051.428833
	Iteration 25Q: 3 clusters Score -4602556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -4602562.500000 Penalty: 1051.428833
	Iteration 26Q: 3 clusters Score -4602562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -4602561.500000 Penalty: 1051.428833
	Iteration 27Q: 3 clusters Score -4602562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -4602572.000000 Penalty: 1051.428833
	Iteration 28Q: 3 clusters Score -4602572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -4602578.500000 Penalty: 1051.428833
	Iteration 29Q: 3 clusters Score -4602578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -4602579.000000 Penalty: 1051.428833
	Iteration 30Q: 3 clusters Score -4602579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -4602586.000000 Penalty: 1051.428833
	Iteration 31Q: 3 clusters Score -4602586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -4602584.000000 Penalty: 1051.428833
	Iteration 32Q: 3 clusters Score -4602584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -4602582.000000 Penalty: 1051.428833
	Iteration 33Q: 3 clusters Score -4602582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -4602584.000000 Penalty: 1051.428833
	Iteration 34Q: 3 clusters Score -4602584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -4602585.000000 Penalty: 1051.428833
	Iteration 35Q: 3 clusters Score -4602585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 103948 members 
Entering Unmasked Estep 
Score: -4602584.500000 Penalty: 1051.428833
	Iteration 36Q: 3 clusters Score -4602584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -4602586.000000 Penalty: 1051.428833
	Iteration 37Q: 3 clusters Score -4602586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -4602586.000000 Penalty: 1051.428833
	Iteration 38F: 3 clusters Score -4602586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -6037.359863 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -6037.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5773.240234 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -5773.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5892.572266 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -5892.572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5908.771973 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -5908.772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5912.170410 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -5912.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5913.739746 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -5913.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5915.762695 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -5915.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5916.117676 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -5916.118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5918.064941 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -5918.065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5919.992188 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -5919.992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5923.288086 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -5923.288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5925.286621 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -5925.287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5927.829102 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -5927.829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5934.863281 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -5934.863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5948.490234 Penalty: 482.146881
	Iteration 13Q: 3 clusters Score -5948.49 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: -5960.389648 Penalty: 482.146881
	Iteration 14Q: 3 clusters Score -5960.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5967.098633 Penalty: 482.146881
	Iteration 15Q: 3 clusters Score -5967.099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5974.770996 Penalty: 482.146881
	Iteration 16Q: 3 clusters Score -5974.771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5984.792969 Penalty: 482.146881
	Iteration 17Q: 3 clusters Score -5984.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5993.756836 Penalty: 482.146881
	Iteration 18Q: 3 clusters Score -5993.757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5999.513672 Penalty: 482.146881
	Iteration 19Q: 3 clusters Score -5999.514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6000.452637 Penalty: 482.146881
	Iteration 20F: 3 clusters Score -6000.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6003.375000 Penalty: 482.146881
	Iteration 21Q: 3 clusters Score -6003.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6003.772461 Penalty: 482.146881
	Iteration 22Q: 3 clusters Score -6003.772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6003.772461 Penalty: 482.146881
	Iteration 23F: 3 clusters Score -6003.772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -494507.687500 Penalty: 424.904358
	Iteration 0F: 2 clusters Score -494507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -486889.531250 Penalty: 849.808716
	Iteration 0F: 3 clusters Score -486889.5 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -489963.750000 Penalty: 849.808716
	Iteration 1F: 3 clusters Score -489963.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -490159.281250 Penalty: 849.808716
	Iteration 2Q: 3 clusters Score -490159.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -490367.656250 Penalty: 849.808716
	Iteration 3Q: 3 clusters Score -490367.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -490639.000000 Penalty: 849.808716
	Iteration 4Q: 3 clusters Score -490639 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -491050.812500 Penalty: 849.808716
	Iteration 5F: 3 clusters Score -491050.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -491588.343750 Penalty: 849.808716
	Iteration 6F: 3 clusters Score -491588.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -492088.625000 Penalty: 849.808716
	Iteration 7F: 3 clusters Score -492088.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -492437.531250 Penalty: 849.808716
	Iteration 8Q: 3 clusters Score -492437.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -492674.062500 Penalty: 849.808716
	Iteration 9Q: 3 clusters Score -492674.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -492854.000000 Penalty: 849.808716
	Iteration 10Q: 3 clusters Score -492854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -492999.906250 Penalty: 849.808716
	Iteration 11Q: 3 clusters Score -492999.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -493123.562500 Penalty: 849.808716
	Iteration 12Q: 3 clusters Score -493123.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -493231.906250 Penalty: 849.808716
	Iteration 13Q: 3 clusters Score -493231.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -493314.062500 Penalty: 849.808716
	Iteration 14Q: 3 clusters Score -493314.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -493390.531250 Penalty: 849.808716
	Iteration 15Q: 3 clusters Score -493390.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -493474.031250 Penalty: 849.808716
	Iteration 16Q: 3 clusters Score -493474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -493568.531250 Penalty: 849.808716
	Iteration 17Q: 3 clusters Score -493568.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -493665.500000 Penalty: 849.808716
	Iteration 18Q: 3 clusters Score -493665.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -493765.343750 Penalty: 849.808716
	Iteration 19Q: 3 clusters Score -493765.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -493852.781250 Penalty: 849.808716
	Iteration 20F: 3 clusters Score -493852.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -493911.000000 Penalty: 849.808716
	Iteration 21Q: 3 clusters Score -493911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -493934.500000 Penalty: 849.808716
	Iteration 22Q: 3 clusters Score -493934.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -493950.562500 Penalty: 849.808716
	Iteration 23Q: 3 clusters Score -493950.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -493968.937500 Penalty: 849.808716
	Iteration 24Q: 3 clusters Score -493968.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -493984.875000 Penalty: 849.808716
	Iteration 25Q: 3 clusters Score -493984.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -494004.000000 Penalty: 849.808716
	Iteration 26Q: 3 clusters Score -494004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -494023.000000 Penalty: 849.808716
	Iteration 27Q: 3 clusters Score -494023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -494040.343750 Penalty: 849.808716
	Iteration 28Q: 3 clusters Score -494040.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -494055.000000 Penalty: 849.808716
	Iteration 29Q: 3 clusters Score -494055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -494067.937500 Penalty: 849.808716
	Iteration 30Q: 3 clusters Score -494067.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -494075.593750 Penalty: 849.808716
	Iteration 31Q: 3 clusters Score -494075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -494079.718750 Penalty: 849.808716
	Iteration 32Q: 3 clusters Score -494079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -494084.937500 Penalty: 849.808716
	Iteration 33Q: 3 clusters Score -494084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -494089.406250 Penalty: 849.808716
	Iteration 34Q: 3 clusters Score -494089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -494092.812500 Penalty: 849.808716
	Iteration 35Q: 3 clusters Score -494092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -494098.875000 Penalty: 849.808716
	Iteration 36Q: 3 clusters Score -494098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -494105.906250 Penalty: 849.808716
	Iteration 37Q: 3 clusters Score -494105.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -494117.125000 Penalty: 849.808716
	Iteration 38Q: 3 clusters Score -494117.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -494130.343750 Penalty: 849.808716
	Iteration 39Q: 3 clusters Score -494130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -494142.343750 Penalty: 849.808716
	Iteration 40F: 3 clusters Score -494142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -494155.750000 Penalty: 849.808716
	Iteration 41Q: 3 clusters Score -494155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -494161.343750 Penalty: 849.808716
	Iteration 42Q: 3 clusters Score -494161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -494167.000000 Penalty: 849.808716
	Iteration 43Q: 3 clusters Score -494167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -494170.656250 Penalty: 849.808716
	Iteration 44Q: 3 clusters Score -494170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -494175.968750 Penalty: 849.808716
	Iteration 45Q: 3 clusters Score -494176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -494178.375000 Penalty: 849.808716
	Iteration 46Q: 3 clusters Score -494178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -494179.156250 Penalty: 849.808716
	Iteration 47Q: 3 clusters Score -494179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -494181.250000 Penalty: 849.808716
	Iteration 48Q: 3 clusters Score -494181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -494182.031250 Penalty: 849.808716
	Iteration 49Q: 3 clusters Score -494182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -494182.250000 Penalty: 849.808716
	Iteration 50Q: 3 clusters Score -494182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -494183.406250 Penalty: 849.808716
	Iteration 51Q: 3 clusters Score -494183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -494183.406250 Penalty: 849.808716
	Iteration 52F: 3 clusters Score -494183.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -213040.578125 Penalty: 386.024261
	Iteration 0F: 2 clusters Score -213040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -209744.875000 Penalty: 772.048523
	Iteration 0F: 3 clusters Score -209744.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -210933.218750 Penalty: 772.048523
	Iteration 1F: 3 clusters Score -210933.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -211020.250000 Penalty: 772.048523
	Iteration 2F: 3 clusters Score -211020.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -211092.812500 Penalty: 772.048523
	Iteration 3Q: 3 clusters Score -211092.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -211166.750000 Penalty: 772.048523
	Iteration 4Q: 3 clusters Score -211166.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -211228.125000 Penalty: 772.048523
	Iteration 5Q: 3 clusters Score -211228.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -211295.781250 Penalty: 772.048523
	Iteration 6Q: 3 clusters Score -211295.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -211363.656250 Penalty: 772.048523
	Iteration 7Q: 3 clusters Score -211363.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -211455.453125 Penalty: 772.048523
	Iteration 8Q: 3 clusters Score -211455.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -211575.968750 Penalty: 772.048523
	Iteration 9Q: 3 clusters Score -211576 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211769.843750 Penalty: 772.048523
	Iteration 10F: 3 clusters Score -211769.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -212029.843750 Penalty: 772.048523
	Iteration 11F: 3 clusters Score -212029.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -212320.703125 Penalty: 772.048523
	Iteration 12F: 3 clusters Score -212320.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -212524.906250 Penalty: 772.048523
	Iteration 13Q: 3 clusters Score -212524.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -212612.328125 Penalty: 772.048523
	Iteration 14Q: 3 clusters Score -212612.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -212652.812500 Penalty: 772.048523
	Iteration 15Q: 3 clusters Score -212652.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -212670.250000 Penalty: 772.048523
	Iteration 16Q: 3 clusters Score -212670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -212680.687500 Penalty: 772.048523
	Iteration 17Q: 3 clusters Score -212680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -212690.703125 Penalty: 772.048523
	Iteration 18Q: 3 clusters Score -212690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -212692.046875 Penalty: 772.048523
	Iteration 19Q: 3 clusters Score -212692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -212693.750000 Penalty: 772.048523
	Iteration 20F: 3 clusters Score -212693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -212695.062500 Penalty: 772.048523
	Iteration 21Q: 3 clusters Score -212695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -212696.828125 Penalty: 772.048523
	Iteration 22Q: 3 clusters Score -212696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -212700.796875 Penalty: 772.048523
	Iteration 23Q: 3 clusters Score -212700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -212702.953125 Penalty: 772.048523
	Iteration 24Q: 3 clusters Score -212703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -212705.140625 Penalty: 772.048523
	Iteration 25Q: 3 clusters Score -212705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -212706.437500 Penalty: 772.048523
	Iteration 26Q: 3 clusters Score -212706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -212706.437500 Penalty: 772.048523
	Iteration 27F: 3 clusters Score -212706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -336176.125000 Penalty: 407.390625
	Iteration 0F: 2 clusters Score -336176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -331056.625000 Penalty: 814.781250
	Iteration 0F: 3 clusters Score -331056.6 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -332955.937500 Penalty: 814.781250
	Iteration 1F: 3 clusters Score -332955.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -333203.156250 Penalty: 814.781250
	Iteration 2F: 3 clusters Score -333203.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -333568.406250 Penalty: 814.781250
	Iteration 3F: 3 clusters Score -333568.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -334094.000000 Penalty: 814.781250
	Iteration 4F: 3 clusters Score -334094 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -334717.406250 Penalty: 814.781250
	Iteration 5F: 3 clusters Score -334717.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -335277.968750 Penalty: 814.781250
	Iteration 6F: 3 clusters Score -335278 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -335635.187500 Penalty: 814.781250
	Iteration 7Q: 3 clusters Score -335635.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -335815.562500 Penalty: 814.781250
	Iteration 8Q: 3 clusters Score -335815.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -335874.125000 Penalty: 814.781250
	Iteration 9Q: 3 clusters Score -335874.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -335902.812500 Penalty: 814.781250
	Iteration 10Q: 3 clusters Score -335902.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -335924.125000 Penalty: 814.781250
	Iteration 11Q: 3 clusters Score -335924.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -335938.968750 Penalty: 814.781250
	Iteration 12Q: 3 clusters Score -335939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -335950.843750 Penalty: 814.781250
	Iteration 13Q: 3 clusters Score -335950.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -335954.250000 Penalty: 814.781250
	Iteration 14Q: 3 clusters Score -335954.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -335956.843750 Penalty: 814.781250
	Iteration 15Q: 3 clusters Score -335956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -335958.875000 Penalty: 814.781250
	Iteration 16Q: 3 clusters Score -335958.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -335960.062500 Penalty: 814.781250
	Iteration 17Q: 3 clusters Score -335960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -335961.687500 Penalty: 814.781250
	Iteration 18Q: 3 clusters Score -335961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -335963.750000 Penalty: 814.781250
	Iteration 19Q: 3 clusters Score -335963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -335964.812500 Penalty: 814.781250
	Iteration 20F: 3 clusters Score -335964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -335967.187500 Penalty: 814.781250
	Iteration 21Q: 3 clusters Score -335967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -335968.093750 Penalty: 814.781250
	Iteration 22Q: 3 clusters Score -335968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -335969.906250 Penalty: 814.781250
	Iteration 23Q: 3 clusters Score -335969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -335970.906250 Penalty: 814.781250
	Iteration 24Q: 3 clusters Score -335970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -335971.250000 Penalty: 814.781250
	Iteration 25Q: 3 clusters Score -335971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -335971.312500 Penalty: 814.781250
	Iteration 26Q: 3 clusters Score -335971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -335971.281250 Penalty: 814.781250
	Iteration 27Q: 3 clusters Score -335971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -335971.718750 Penalty: 814.781250
	Iteration 28Q: 3 clusters Score -335971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -335971.875000 Penalty: 814.781250
	Iteration 29Q: 3 clusters Score -335971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -335972.406250 Penalty: 814.781250
	Iteration 30Q: 3 clusters Score -335972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -335972.375000 Penalty: 814.781250
	Iteration 31Q: 3 clusters Score -335972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -335972.125000 Penalty: 814.781250
	Iteration 32Q: 3 clusters Score -335972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -335972.093750 Penalty: 814.781250
	Iteration 33Q: 3 clusters Score -335972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -335972.093750 Penalty: 814.781250
	Iteration 34F: 3 clusters Score -335972.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (294668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294668 members 
Entering Unmasked Estep 
Score: -13153166.000000 Penalty: 573.009033
	Iteration 0F: 2 clusters Score -1.315317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -12954345.000000 Penalty: 1146.018066
	Iteration 0F: 3 clusters Score -1.295434e+07 nChanged 145531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 148465 members 
Entering Unmasked Estep 
Score: -13042361.000000 Penalty: 1146.018066
	Iteration 1F: 3 clusters Score -1.304236e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 148196 members 
Entering Unmasked Estep 
Score: -13043489.000000 Penalty: 1146.018066
	Iteration 2Q: 3 clusters Score -1.304349e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 147478 members 
Entering Unmasked Estep 
Score: -13044797.000000 Penalty: 1146.018066
	Iteration 3Q: 3 clusters Score -1.30448e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -13046389.000000 Penalty: 1146.018066
	Iteration 4Q: 3 clusters Score -1.304639e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 144122 members 
Entering Unmasked Estep 
Score: -13049057.000000 Penalty: 1146.018066
	Iteration 5Q: 3 clusters Score -1.304906e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153912 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -13053598.000000 Penalty: 1146.018066
	Iteration 6Q: 3 clusters Score -1.30536e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 136061 members 
Entering Unmasked Estep 
Score: -13061628.000000 Penalty: 1146.018066
	Iteration 7Q: 3 clusters Score -1.306163e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -13075182.000000 Penalty: 1146.018066
	Iteration 8F: 3 clusters Score -1.307518e+07 nChanged 20150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -13091647.000000 Penalty: 1146.018066
	Iteration 9F: 3 clusters Score -1.309165e+07 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 122437 members 
Entering Unmasked Estep 
Score: -13102316.000000 Penalty: 1146.018066
	Iteration 10F: 3 clusters Score -1.310232e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -13106142.000000 Penalty: 1146.018066
	Iteration 11Q: 3 clusters Score -1.310614e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176219 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -13107952.000000 Penalty: 1146.018066
	Iteration 12Q: 3 clusters Score -1.310795e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178122 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -13109407.000000 Penalty: 1146.018066
	Iteration 13Q: 3 clusters Score -1.310941e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179999 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -13111216.000000 Penalty: 1146.018066
	Iteration 14Q: 3 clusters Score -1.311122e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 113066 members 
Entering Unmasked Estep 
Score: -13113349.000000 Penalty: 1146.018066
	Iteration 15Q: 3 clusters Score -1.311335e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182895 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -13115848.000000 Penalty: 1146.018066
	Iteration 16Q: 3 clusters Score -1.311585e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183864 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -13119205.000000 Penalty: 1146.018066
	Iteration 17Q: 3 clusters Score -1.31192e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184310 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -13123823.000000 Penalty: 1146.018066
	Iteration 18Q: 3 clusters Score -1.312382e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -13129324.000000 Penalty: 1146.018066
	Iteration 19Q: 3 clusters Score -1.312932e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183952 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -13135462.000000 Penalty: 1146.018066
	Iteration 20F: 3 clusters Score -1.313546e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183588 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -13141047.000000 Penalty: 1146.018066
	Iteration 21Q: 3 clusters Score -1.314105e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183248 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -13145244.000000 Penalty: 1146.018066
	Iteration 22Q: 3 clusters Score -1.314524e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -13147831.000000 Penalty: 1146.018066
	Iteration 23Q: 3 clusters Score -1.314783e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -13149394.000000 Penalty: 1146.018066
	Iteration 24Q: 3 clusters Score -1.314939e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182856 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
Score: -13150198.000000 Penalty: 1146.018066
	Iteration 25Q: 3 clusters Score -1.31502e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -13150679.000000 Penalty: 1146.018066
	Iteration 26Q: 3 clusters Score -1.315068e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -13150984.000000 Penalty: 1146.018066
	Iteration 27Q: 3 clusters Score -1.315098e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182342 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -13151043.000000 Penalty: 1146.018066
	Iteration 28Q: 3 clusters Score -1.315104e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182111 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -13151131.000000 Penalty: 1146.018066
	Iteration 29Q: 3 clusters Score -1.315113e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181839 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -13151173.000000 Penalty: 1146.018066
	Iteration 30Q: 3 clusters Score -1.315117e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -13151087.000000 Penalty: 1146.018066
	Iteration 31Q: 3 clusters Score -1.315109e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -13151106.000000 Penalty: 1146.018066
	Iteration 32Q: 3 clusters Score -1.315111e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180960 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -13151110.000000 Penalty: 1146.018066
	Iteration 33Q: 3 clusters Score -1.315111e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -13151116.000000 Penalty: 1146.018066
	Iteration 34Q: 3 clusters Score -1.315112e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180336 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -13151100.000000 Penalty: 1146.018066
	Iteration 35Q: 3 clusters Score -1.31511e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -13151082.000000 Penalty: 1146.018066
	Iteration 36Q: 3 clusters Score -1.315108e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179639 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -13151061.000000 Penalty: 1146.018066
	Iteration 37Q: 3 clusters Score -1.315106e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -13151047.000000 Penalty: 1146.018066
	Iteration 38Q: 3 clusters Score -1.315105e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -13150995.000000 Penalty: 1146.018066
	Iteration 39Q: 3 clusters Score -1.3151e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -13150990.000000 Penalty: 1146.018066
	Iteration 40F: 3 clusters Score -1.315099e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178018 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -13151000.000000 Penalty: 1146.018066
	Iteration 41Q: 3 clusters Score -1.3151e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177565 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -13151028.000000 Penalty: 1146.018066
	Iteration 42Q: 3 clusters Score -1.315103e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -13150990.000000 Penalty: 1146.018066
	Iteration 43Q: 3 clusters Score -1.315099e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -13150955.000000 Penalty: 1146.018066
	Iteration 44Q: 3 clusters Score -1.315096e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -13150950.000000 Penalty: 1146.018066
	Iteration 45Q: 3 clusters Score -1.315095e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -13150972.000000 Penalty: 1146.018066
	Iteration 46Q: 3 clusters Score -1.315097e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175489 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -13151019.000000 Penalty: 1146.018066
	Iteration 47Q: 3 clusters Score -1.315102e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -13151026.000000 Penalty: 1146.018066
	Iteration 48Q: 3 clusters Score -1.315103e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -13151047.000000 Penalty: 1146.018066
	Iteration 49Q: 3 clusters Score -1.315105e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 120449 members 
Entering Unmasked Estep 
Score: -13151077.000000 Penalty: 1146.018066
	Iteration 50Q: 3 clusters Score -1.315108e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -13151070.000000 Penalty: 1146.018066
	Iteration 51Q: 3 clusters Score -1.315107e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -13151054.000000 Penalty: 1146.018066
	Iteration 52Q: 3 clusters Score -1.315105e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173122 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -13151027.000000 Penalty: 1146.018066
	Iteration 53Q: 3 clusters Score -1.315103e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -13151054.000000 Penalty: 1146.018066
	Iteration 54Q: 3 clusters Score -1.315105e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172449 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -13151076.000000 Penalty: 1146.018066
	Iteration 55Q: 3 clusters Score -1.315108e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -13151051.000000 Penalty: 1146.018066
	Iteration 56Q: 3 clusters Score -1.315105e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -13151064.000000 Penalty: 1146.018066
	Iteration 57Q: 3 clusters Score -1.315106e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171528 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -13151050.000000 Penalty: 1146.018066
	Iteration 58Q: 3 clusters Score -1.315105e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171250 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -13151006.000000 Penalty: 1146.018066
	Iteration 59Q: 3 clusters Score -1.315101e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -13151029.000000 Penalty: 1146.018066
	Iteration 60F: 3 clusters Score -1.315103e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -13150998.000000 Penalty: 1146.018066
	Iteration 61Q: 3 clusters Score -1.3151e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -13151007.000000 Penalty: 1146.018066
	Iteration 62Q: 3 clusters Score -1.315101e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -13151006.000000 Penalty: 1146.018066
	Iteration 63Q: 3 clusters Score -1.315101e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -13150942.000000 Penalty: 1146.018066
	Iteration 64Q: 3 clusters Score -1.315094e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -13150948.000000 Penalty: 1146.018066
	Iteration 65Q: 3 clusters Score -1.315095e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -13150957.000000 Penalty: 1146.018066
	Iteration 66Q: 3 clusters Score -1.315096e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
Score: -13150968.000000 Penalty: 1146.018066
	Iteration 67Q: 3 clusters Score -1.315097e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -13150957.000000 Penalty: 1146.018066
	Iteration 68Q: 3 clusters Score -1.315096e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -13150918.000000 Penalty: 1146.018066
	Iteration 69Q: 3 clusters Score -1.315092e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 126123 members 
Entering Unmasked Estep 
Score: -13150892.000000 Penalty: 1146.018066
	Iteration 70Q: 3 clusters Score -1.315089e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -13150878.000000 Penalty: 1146.018066
	Iteration 71Q: 3 clusters Score -1.315088e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168148 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -13150888.000000 Penalty: 1146.018066
	Iteration 72Q: 3 clusters Score -1.315089e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -13150890.000000 Penalty: 1146.018066
	Iteration 73Q: 3 clusters Score -1.315089e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -13150901.000000 Penalty: 1146.018066
	Iteration 74Q: 3 clusters Score -1.31509e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -13150885.000000 Penalty: 1146.018066
	Iteration 75Q: 3 clusters Score -1.315088e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -13150868.000000 Penalty: 1146.018066
	Iteration 76Q: 3 clusters Score -1.315087e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -13150883.000000 Penalty: 1146.018066
	Iteration 77Q: 3 clusters Score -1.315088e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -13150863.000000 Penalty: 1146.018066
	Iteration 78Q: 3 clusters Score -1.315086e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167206 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -13150860.000000 Penalty: 1146.018066
	Iteration 79Q: 3 clusters Score -1.315086e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -13150842.000000 Penalty: 1146.018066
	Iteration 80F: 3 clusters Score -1.315084e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -13150841.000000 Penalty: 1146.018066
	Iteration 81Q: 3 clusters Score -1.315084e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -13150843.000000 Penalty: 1146.018066
	Iteration 82Q: 3 clusters Score -1.315084e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -13150836.000000 Penalty: 1146.018066
	Iteration 83Q: 3 clusters Score -1.315084e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -13150809.000000 Penalty: 1146.018066
	Iteration 84Q: 3 clusters Score -1.315081e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -13150833.000000 Penalty: 1146.018066
	Iteration 85Q: 3 clusters Score -1.315083e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -13150825.000000 Penalty: 1146.018066
	Iteration 86Q: 3 clusters Score -1.315082e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -13150810.000000 Penalty: 1146.018066
	Iteration 87Q: 3 clusters Score -1.315081e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -13150786.000000 Penalty: 1146.018066
	Iteration 88Q: 3 clusters Score -1.315079e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166242 members 
Mstep: Class 2 contains 128426 members 
Entering Unmasked Estep 
Score: -13150784.000000 Penalty: 1146.018066
	Iteration 89Q: 3 clusters Score -1.315078e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -13150793.000000 Penalty: 1146.018066
	Iteration 90Q: 3 clusters Score -1.315079e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -13150811.000000 Penalty: 1146.018066
	Iteration 91Q: 3 clusters Score -1.315081e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -13150787.000000 Penalty: 1146.018066
	Iteration 92Q: 3 clusters Score -1.315079e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -13150787.000000 Penalty: 1146.018066
	Iteration 93Q: 3 clusters Score -1.315079e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 128896 members 
Entering Unmasked Estep 
Score: -13150804.000000 Penalty: 1146.018066
	Iteration 94Q: 3 clusters Score -1.31508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -13150814.000000 Penalty: 1146.018066
	Iteration 95Q: 3 clusters Score -1.315081e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -13150814.000000 Penalty: 1146.018066
	Iteration 96Q: 3 clusters Score -1.315081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -13150810.000000 Penalty: 1146.018066
	Iteration 97Q: 3 clusters Score -1.315081e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 129167 members 
Entering Unmasked Estep 
Score: -13150801.000000 Penalty: 1146.018066
	Iteration 98Q: 3 clusters Score -1.31508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -13150823.000000 Penalty: 1146.018066
	Iteration 99Q: 3 clusters Score -1.315082e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 129273 members 
Entering Unmasked Estep 
Score: -13150809.000000 Penalty: 1146.018066
	Iteration 100F: 3 clusters Score -1.315081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -13150823.000000 Penalty: 1146.018066
	Iteration 101Q: 3 clusters Score -1.315082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -13150830.000000 Penalty: 1146.018066
	Iteration 102Q: 3 clusters Score -1.315083e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -13150837.000000 Penalty: 1146.018066
	Iteration 103Q: 3 clusters Score -1.315084e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165182 members 
Mstep: Class 2 contains 129486 members 
Entering Unmasked Estep 
Score: -13150835.000000 Penalty: 1146.018066
	Iteration 104Q: 3 clusters Score -1.315084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -13150826.000000 Penalty: 1146.018066
	Iteration 105Q: 3 clusters Score -1.315083e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 129562 members 
Entering Unmasked Estep 
Score: -13150828.000000 Penalty: 1146.018066
	Iteration 106Q: 3 clusters Score -1.315083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -13150825.000000 Penalty: 1146.018066
	Iteration 107Q: 3 clusters Score -1.315082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Mstep: Class 2 contains 129644 members 
Entering Unmasked Estep 
Score: -13150819.000000 Penalty: 1146.018066
	Iteration 108Q: 3 clusters Score -1.315082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -13150816.000000 Penalty: 1146.018066
	Iteration 109Q: 3 clusters Score -1.315082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 129721 members 
Entering Unmasked Estep 
Score: -13150821.000000 Penalty: 1146.018066
	Iteration 110Q: 3 clusters Score -1.315082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164907 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -13150813.000000 Penalty: 1146.018066
	Iteration 111Q: 3 clusters Score -1.315081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164877 members 
Mstep: Class 2 contains 129791 members 
Entering Unmasked Estep 
Score: -13150813.000000 Penalty: 1146.018066
	Iteration 112Q: 3 clusters Score -1.315081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -13150814.000000 Penalty: 1146.018066
	Iteration 113Q: 3 clusters Score -1.315081e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 129902 members 
Entering Unmasked Estep 
Score: -13150810.000000 Penalty: 1146.018066
	Iteration 114Q: 3 clusters Score -1.315081e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164714 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -13150817.000000 Penalty: 1146.018066
	Iteration 115Q: 3 clusters Score -1.315082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -13150816.000000 Penalty: 1146.018066
	Iteration 116Q: 3 clusters Score -1.315082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -13150822.000000 Penalty: 1146.018066
	Iteration 117Q: 3 clusters Score -1.315082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164554 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -13150823.000000 Penalty: 1146.018066
	Iteration 118Q: 3 clusters Score -1.315082e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
Score: -13150833.000000 Penalty: 1146.018066
	Iteration 119Q: 3 clusters Score -1.315083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
Score: -13150807.000000 Penalty: 1146.018066
	Iteration 120F: 3 clusters Score -1.315081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -13150804.000000 Penalty: 1146.018066
	Iteration 121Q: 3 clusters Score -1.31508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -13150811.000000 Penalty: 1146.018066
	Iteration 122Q: 3 clusters Score -1.315081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 130327 members 
Entering Unmasked Estep 
Score: -13150800.000000 Penalty: 1146.018066
	Iteration 123Q: 3 clusters Score -1.31508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 130359 members 
Entering Unmasked Estep 
Score: -13150805.000000 Penalty: 1146.018066
	Iteration 124Q: 3 clusters Score -1.31508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 130390 members 
Entering Unmasked Estep 
Score: -13150795.000000 Penalty: 1146.018066
	Iteration 125Q: 3 clusters Score -1.31508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 130412 members 
Entering Unmasked Estep 
Score: -13150790.000000 Penalty: 1146.018066
	Iteration 126Q: 3 clusters Score -1.315079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 130441 members 
Entering Unmasked Estep 
Score: -13150784.000000 Penalty: 1146.018066
	Iteration 127Q: 3 clusters Score -1.315078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 130461 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 128Q: 3 clusters Score -1.315077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -13150772.000000 Penalty: 1146.018066
	Iteration 129Q: 3 clusters Score -1.315077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -13150774.000000 Penalty: 1146.018066
	Iteration 130Q: 3 clusters Score -1.315077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -13150773.000000 Penalty: 1146.018066
	Iteration 131Q: 3 clusters Score -1.315077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -13150783.000000 Penalty: 1146.018066
	Iteration 132Q: 3 clusters Score -1.315078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -13150780.000000 Penalty: 1146.018066
	Iteration 133Q: 3 clusters Score -1.315078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -13150788.000000 Penalty: 1146.018066
	Iteration 134Q: 3 clusters Score -1.315079e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -13150776.000000 Penalty: 1146.018066
	Iteration 135Q: 3 clusters Score -1.315078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 136Q: 3 clusters Score -1.315077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 130812 members 
Entering Unmasked Estep 
Score: -13150767.000000 Penalty: 1146.018066
	Iteration 137Q: 3 clusters Score -1.315077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163792 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -13150770.000000 Penalty: 1146.018066
	Iteration 138Q: 3 clusters Score -1.315077e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -13150771.000000 Penalty: 1146.018066
	Iteration 139Q: 3 clusters Score -1.315077e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -13150777.000000 Penalty: 1146.018066
	Iteration 140F: 3 clusters Score -1.315078e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 131085 members 
Entering Unmasked Estep 
Score: -13150785.000000 Penalty: 1146.018066
	Iteration 141Q: 3 clusters Score -1.315078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 142Q: 3 clusters Score -1.315077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163509 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -13150771.000000 Penalty: 1146.018066
	Iteration 143Q: 3 clusters Score -1.315077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -13150775.000000 Penalty: 1146.018066
	Iteration 144Q: 3 clusters Score -1.315078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -13150791.000000 Penalty: 1146.018066
	Iteration 145Q: 3 clusters Score -1.315079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 131227 members 
Entering Unmasked Estep 
Score: -13150796.000000 Penalty: 1146.018066
	Iteration 146Q: 3 clusters Score -1.31508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -13150805.000000 Penalty: 1146.018066
	Iteration 147Q: 3 clusters Score -1.31508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163400 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -13150802.000000 Penalty: 1146.018066
	Iteration 148Q: 3 clusters Score -1.31508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163373 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -13150799.000000 Penalty: 1146.018066
	Iteration 149Q: 3 clusters Score -1.31508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -13150788.000000 Penalty: 1146.018066
	Iteration 150Q: 3 clusters Score -1.315079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -13150772.000000 Penalty: 1146.018066
	Iteration 151Q: 3 clusters Score -1.315077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 131372 members 
Entering Unmasked Estep 
Score: -13150769.000000 Penalty: 1146.018066
	Iteration 152Q: 3 clusters Score -1.315077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 153Q: 3 clusters Score -1.315077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163241 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -13150783.000000 Penalty: 1146.018066
	Iteration 154Q: 3 clusters Score -1.315078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 131460 members 
Entering Unmasked Estep 
Score: -13150785.000000 Penalty: 1146.018066
	Iteration 155Q: 3 clusters Score -1.315078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -13150792.000000 Penalty: 1146.018066
	Iteration 156Q: 3 clusters Score -1.315079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -13150799.000000 Penalty: 1146.018066
	Iteration 157Q: 3 clusters Score -1.31508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -13150806.000000 Penalty: 1146.018066
	Iteration 158Q: 3 clusters Score -1.315081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163123 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -13150812.000000 Penalty: 1146.018066
	Iteration 159Q: 3 clusters Score -1.315081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163107 members 
Mstep: Class 2 contains 131561 members 
Entering Unmasked Estep 
Score: -13150814.000000 Penalty: 1146.018066
	Iteration 160F: 3 clusters Score -1.315081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -13150792.000000 Penalty: 1146.018066
	Iteration 161Q: 3 clusters Score -1.315079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163067 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -13150773.000000 Penalty: 1146.018066
	Iteration 162Q: 3 clusters Score -1.315077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163046 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -13150773.000000 Penalty: 1146.018066
	Iteration 163Q: 3 clusters Score -1.315077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 131655 members 
Entering Unmasked Estep 
Score: -13150779.000000 Penalty: 1146.018066
	Iteration 164Q: 3 clusters Score -1.315078e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 131689 members 
Entering Unmasked Estep 
Score: -13150778.000000 Penalty: 1146.018066
	Iteration 165Q: 3 clusters Score -1.315078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162949 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
Score: -13150784.000000 Penalty: 1146.018066
	Iteration 166Q: 3 clusters Score -1.315078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162932 members 
Mstep: Class 2 contains 131736 members 
Entering Unmasked Estep 
Score: -13150786.000000 Penalty: 1146.018066
	Iteration 167Q: 3 clusters Score -1.315079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -13150777.000000 Penalty: 1146.018066
	Iteration 168Q: 3 clusters Score -1.315078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162891 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -13150774.000000 Penalty: 1146.018066
	Iteration 169Q: 3 clusters Score -1.315077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -13150781.000000 Penalty: 1146.018066
	Iteration 170Q: 3 clusters Score -1.315078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162850 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -13150790.000000 Penalty: 1146.018066
	Iteration 171Q: 3 clusters Score -1.315079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -13150791.000000 Penalty: 1146.018066
	Iteration 172Q: 3 clusters Score -1.315079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 131866 members 
Entering Unmasked Estep 
Score: -13150785.000000 Penalty: 1146.018066
	Iteration 173Q: 3 clusters Score -1.315078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 131905 members 
Entering Unmasked Estep 
Score: -13150782.000000 Penalty: 1146.018066
	Iteration 174Q: 3 clusters Score -1.315078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 131952 members 
Entering Unmasked Estep 
Score: -13150767.000000 Penalty: 1146.018066
	Iteration 175Q: 3 clusters Score -1.315077e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162663 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -13150755.000000 Penalty: 1146.018066
	Iteration 176Q: 3 clusters Score -1.315076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162621 members 
Mstep: Class 2 contains 132047 members 
Entering Unmasked Estep 
Score: -13150764.000000 Penalty: 1146.018066
	Iteration 177Q: 3 clusters Score -1.315076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -13150761.000000 Penalty: 1146.018066
	Iteration 178Q: 3 clusters Score -1.315076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 179Q: 3 clusters Score -1.315077e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 132177 members 
Entering Unmasked Estep 
Score: -13150760.000000 Penalty: 1146.018066
	Iteration 180F: 3 clusters Score -1.315076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 181Q: 3 clusters Score -1.315077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 132262 members 
Entering Unmasked Estep 
Score: -13150771.000000 Penalty: 1146.018066
	Iteration 182Q: 3 clusters Score -1.315077e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -13150770.000000 Penalty: 1146.018066
	Iteration 183Q: 3 clusters Score -1.315077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -13150764.000000 Penalty: 1146.018066
	Iteration 184Q: 3 clusters Score -1.315076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162261 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -13150763.000000 Penalty: 1146.018066
	Iteration 185Q: 3 clusters Score -1.315076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -13150771.000000 Penalty: 1146.018066
	Iteration 186Q: 3 clusters Score -1.315077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -13150786.000000 Penalty: 1146.018066
	Iteration 187Q: 3 clusters Score -1.315079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 188Q: 3 clusters Score -1.315077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 132551 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 189Q: 3 clusters Score -1.315077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 132589 members 
Entering Unmasked Estep 
Score: -13150782.000000 Penalty: 1146.018066
	Iteration 190Q: 3 clusters Score -1.315078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 132619 members 
Entering Unmasked Estep 
Score: -13150785.000000 Penalty: 1146.018066
	Iteration 191Q: 3 clusters Score -1.315078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -13150777.000000 Penalty: 1146.018066
	Iteration 192Q: 3 clusters Score -1.315078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -13150780.000000 Penalty: 1146.018066
	Iteration 193Q: 3 clusters Score -1.315078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 194Q: 3 clusters Score -1.315077e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 132776 members 
Entering Unmasked Estep 
Score: -13150773.000000 Penalty: 1146.018066
	Iteration 195Q: 3 clusters Score -1.315077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 132825 members 
Entering Unmasked Estep 
Score: -13150777.000000 Penalty: 1146.018066
	Iteration 196Q: 3 clusters Score -1.315078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -13150787.000000 Penalty: 1146.018066
	Iteration 197Q: 3 clusters Score -1.315079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 132900 members 
Entering Unmasked Estep 
Score: -13150805.000000 Penalty: 1146.018066
	Iteration 198Q: 3 clusters Score -1.31508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -13150801.000000 Penalty: 1146.018066
	Iteration 199Q: 3 clusters Score -1.31508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -13150796.000000 Penalty: 1146.018066
	Iteration 200F: 3 clusters Score -1.31508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161718 members 
Mstep: Class 2 contains 132950 members 
Entering Unmasked Estep 
Score: -13150795.000000 Penalty: 1146.018066
	Iteration 201Q: 3 clusters Score -1.31508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -13150776.000000 Penalty: 1146.018066
	Iteration 202Q: 3 clusters Score -1.315078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -13150772.000000 Penalty: 1146.018066
	Iteration 203Q: 3 clusters Score -1.315077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -13150776.000000 Penalty: 1146.018066
	Iteration 204Q: 3 clusters Score -1.315078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 133000 members 
Entering Unmasked Estep 
Score: -13150762.000000 Penalty: 1146.018066
	Iteration 205Q: 3 clusters Score -1.315076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 206Q: 3 clusters Score -1.315077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 133032 members 
Entering Unmasked Estep 
Score: -13150775.000000 Penalty: 1146.018066
	Iteration 207Q: 3 clusters Score -1.315078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -13150772.000000 Penalty: 1146.018066
	Iteration 208Q: 3 clusters Score -1.315077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -13150778.000000 Penalty: 1146.018066
	Iteration 209Q: 3 clusters Score -1.315078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -13150783.000000 Penalty: 1146.018066
	Iteration 210Q: 3 clusters Score -1.315078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 133092 members 
Entering Unmasked Estep 
Score: -13150783.000000 Penalty: 1146.018066
	Iteration 211Q: 3 clusters Score -1.315078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -13150786.000000 Penalty: 1146.018066
	Iteration 212Q: 3 clusters Score -1.315079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -13150796.000000 Penalty: 1146.018066
	Iteration 213Q: 3 clusters Score -1.31508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -13150777.000000 Penalty: 1146.018066
	Iteration 214Q: 3 clusters Score -1.315078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -13150771.000000 Penalty: 1146.018066
	Iteration 215Q: 3 clusters Score -1.315077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 216Q: 3 clusters Score -1.315077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -13150770.000000 Penalty: 1146.018066
	Iteration 217Q: 3 clusters Score -1.315077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -13150775.000000 Penalty: 1146.018066
	Iteration 218Q: 3 clusters Score -1.315078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -13150782.000000 Penalty: 1146.018066
	Iteration 219Q: 3 clusters Score -1.315078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -13150768.000000 Penalty: 1146.018066
	Iteration 220F: 3 clusters Score -1.315077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -13150772.000000 Penalty: 1146.018066
	Iteration 221Q: 3 clusters Score -1.315077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 133254 members 
Entering Unmasked Estep 
Score: -13150766.000000 Penalty: 1146.018066
	Iteration 222Q: 3 clusters Score -1.315077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 133268 members 
Entering Unmasked Estep 
Score: -13150760.000000 Penalty: 1146.018066
	Iteration 223Q: 3 clusters Score -1.315076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -13150754.000000 Penalty: 1146.018066
	Iteration 224Q: 3 clusters Score -1.315075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161389 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -13150756.000000 Penalty: 1146.018066
	Iteration 225Q: 3 clusters Score -1.315076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161384 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -13150746.000000 Penalty: 1146.018066
	Iteration 226Q: 3 clusters Score -1.315075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 133285 members 
Entering Unmasked Estep 
Score: -13150749.000000 Penalty: 1146.018066
	Iteration 227Q: 3 clusters Score -1.315075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -13150756.000000 Penalty: 1146.018066
	Iteration 228Q: 3 clusters Score -1.315076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -13150754.000000 Penalty: 1146.018066
	Iteration 229Q: 3 clusters Score -1.315075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -13150754.000000 Penalty: 1146.018066
	Iteration 230F: 3 clusters Score -1.315075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -41623.339844 Penalty: 319.904022
	Iteration 0F: 2 clusters Score -41623.34 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 535 members 
Entering Unmasked Estep 
Score: -40744.593750 Penalty: 639.808044
	Iteration 0F: 3 clusters Score -40744.59 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -40999.312500 Penalty: 639.808044
	Iteration 1F: 3 clusters Score -40999.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -41044.289062 Penalty: 639.808044
	Iteration 2F: 3 clusters Score -41044.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41071.476562 Penalty: 639.808044
	Iteration 3Q: 3 clusters Score -41071.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -41096.886719 Penalty: 639.808044
	Iteration 4Q: 3 clusters Score -41096.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41130.718750 Penalty: 639.808044
	Iteration 5Q: 3 clusters Score -41130.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41172.390625 Penalty: 639.808044
	Iteration 6Q: 3 clusters Score -41172.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41214.398438 Penalty: 639.808044
	Iteration 7Q: 3 clusters Score -41214.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41254.281250 Penalty: 639.808044
	Iteration 8Q: 3 clusters Score -41254.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41296.460938 Penalty: 639.808044
	Iteration 9Q: 3 clusters Score -41296.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41331.929688 Penalty: 639.808044
	Iteration 10Q: 3 clusters Score -41331.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41353.878906 Penalty: 639.808044
	Iteration 11Q: 3 clusters Score -41353.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41368.750000 Penalty: 639.808044
	Iteration 12Q: 3 clusters Score -41368.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41384.312500 Penalty: 639.808044
	Iteration 13Q: 3 clusters Score -41384.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41409.199219 Penalty: 639.808044
	Iteration 14Q: 3 clusters Score -41409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41426.445312 Penalty: 639.808044
	Iteration 15Q: 3 clusters Score -41426.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41441.867188 Penalty: 639.808044
	Iteration 16Q: 3 clusters Score -41441.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41458.390625 Penalty: 639.808044
	Iteration 17Q: 3 clusters Score -41458.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41465.507812 Penalty: 639.808044
	Iteration 18Q: 3 clusters Score -41465.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41466.984375 Penalty: 639.808044
	Iteration 19Q: 3 clusters Score -41466.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41469.863281 Penalty: 639.808044
	Iteration 20F: 3 clusters Score -41469.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41472.644531 Penalty: 639.808044
	Iteration 21Q: 3 clusters Score -41472.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41474.664062 Penalty: 639.808044
	Iteration 22Q: 3 clusters Score -41474.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41475.457031 Penalty: 639.808044
	Iteration 23Q: 3 clusters Score -41475.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41476.203125 Penalty: 639.808044
	Iteration 24Q: 3 clusters Score -41476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41477.027344 Penalty: 639.808044
	Iteration 25Q: 3 clusters Score -41477.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41477.246094 Penalty: 639.808044
	Iteration 26Q: 3 clusters Score -41477.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41477.246094 Penalty: 639.808044
	Iteration 27F: 3 clusters Score -41477.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Entering Unmasked Estep 
Score: -3045970.750000 Penalty: 506.989655
	Iteration 0F: 2 clusters Score -3045971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -2999687.750000 Penalty: 1013.979309
	Iteration 0F: 3 clusters Score -2999688 nChanged 33447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -3020912.750000 Penalty: 1013.979309
	Iteration 1F: 3 clusters Score -3020913 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -3023329.750000 Penalty: 1013.979309
	Iteration 2F: 3 clusters Score -3023330 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -3027522.750000 Penalty: 1013.979309
	Iteration 3F: 3 clusters Score -3027523 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -3033268.250000 Penalty: 1013.979309
	Iteration 4F: 3 clusters Score -3033268 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -3038994.000000 Penalty: 1013.979309
	Iteration 5F: 3 clusters Score -3038994 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -3042795.000000 Penalty: 1013.979309
	Iteration 6F: 3 clusters Score -3042795 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -3044619.000000 Penalty: 1013.979309
	Iteration 7Q: 3 clusters Score -3044619 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -3045256.750000 Penalty: 1013.979309
	Iteration 8Q: 3 clusters Score -3045257 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -3045430.250000 Penalty: 1013.979309
	Iteration 9Q: 3 clusters Score -3045430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -3045476.500000 Penalty: 1013.979309
	Iteration 10Q: 3 clusters Score -3045476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -3045485.000000 Penalty: 1013.979309
	Iteration 11Q: 3 clusters Score -3045485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -3045488.500000 Penalty: 1013.979309
	Iteration 12Q: 3 clusters Score -3045488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -3045488.500000 Penalty: 1013.979309
	Iteration 13F: 3 clusters Score -3045488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -23528.986328 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -23528.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22998.302734 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -22998.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23118.933594 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -23118.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23148.603516 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -23148.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23159.458984 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -23159.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23167.000000 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -23167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23174.519531 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -23174.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23176.828125 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -23176.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23177.013672 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -23177.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23177.013672 Penalty: 576.166687
	Iteration 8F: 3 clusters Score -23177.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -34943.007812 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -34943.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34215.789062 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -34215.79 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34431.269531 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -34431.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34470.632812 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -34470.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34500.039062 Penalty: 613.064026
	Iteration 3Q: 3 clusters Score -34500.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34519.804688 Penalty: 613.064026
	Iteration 4Q: 3 clusters Score -34519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34529.273438 Penalty: 613.064026
	Iteration 5Q: 3 clusters Score -34529.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34539.597656 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -34539.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34552.085938 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -34552.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34561.660156 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -34561.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34572.046875 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -34572.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34577.406250 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -34577.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34580.953125 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -34580.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34585.691406 Penalty: 613.064026
	Iteration 12Q: 3 clusters Score -34585.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34590.226562 Penalty: 613.064026
	Iteration 13Q: 3 clusters Score -34590.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34595.636719 Penalty: 613.064026
	Iteration 14Q: 3 clusters Score -34595.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34604.910156 Penalty: 613.064026
	Iteration 15Q: 3 clusters Score -34604.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34613.687500 Penalty: 613.064026
	Iteration 16Q: 3 clusters Score -34613.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34621.324219 Penalty: 613.064026
	Iteration 17Q: 3 clusters Score -34621.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34626.527344 Penalty: 613.064026
	Iteration 18Q: 3 clusters Score -34626.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34629.410156 Penalty: 613.064026
	Iteration 19Q: 3 clusters Score -34629.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34632.675781 Penalty: 613.064026
	Iteration 20F: 3 clusters Score -34632.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34635.917969 Penalty: 613.064026
	Iteration 21Q: 3 clusters Score -34635.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34637.601562 Penalty: 613.064026
	Iteration 22Q: 3 clusters Score -34637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34639.847656 Penalty: 613.064026
	Iteration 23Q: 3 clusters Score -34639.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34641.359375 Penalty: 613.064026
	Iteration 24Q: 3 clusters Score -34641.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34641.542969 Penalty: 613.064026
	Iteration 25Q: 3 clusters Score -34641.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34641.785156 Penalty: 613.064026
	Iteration 26Q: 3 clusters Score -34641.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34641.785156 Penalty: 613.064026
	Iteration 27F: 3 clusters Score -34641.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3408.219238 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3408.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3206.194824 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3206.195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3234.553223 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3234.553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3250.955566 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -3250.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3255.375488 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3255.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3261.077148 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3261.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3261.077148 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -3261.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -25656.265625 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -25656.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25115.707031 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -25115.71 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25239.720703 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -25239.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25273.183594 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -25273.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25297.757812 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -25297.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25320.917969 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -25320.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25328.580078 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -25328.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25335.046875 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -25335.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25340.898438 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -25340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25344.488281 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -25344.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25352.732422 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -25352.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25361.687500 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -25361.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25367.669922 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -25367.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25369.435547 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -25369.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25372.037109 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -25372.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25373.511719 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -25373.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25374.531250 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -25374.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25378.173828 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -25378.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25382.078125 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -25382.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25384.318359 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -25384.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25386.091797 Penalty: 573.371521
	Iteration 19Q: 3 clusters Score -25386.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25386.091797 Penalty: 573.371521
	Iteration 20F: 3 clusters Score -25386.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Entering Unmasked Estep 
Score: -384395.406250 Penalty: 413.460419
	Iteration 0F: 2 clusters Score -384395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -378541.593750 Penalty: 826.920837
	Iteration 0F: 3 clusters Score -378541.6 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -381017.125000 Penalty: 826.920837
	Iteration 1F: 3 clusters Score -381017.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -381378.156250 Penalty: 826.920837
	Iteration 2F: 3 clusters Score -381378.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -381882.125000 Penalty: 826.920837
	Iteration 3F: 3 clusters Score -381882.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -382609.531250 Penalty: 826.920837
	Iteration 4F: 3 clusters Score -382609.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -383274.906250 Penalty: 826.920837
	Iteration 5F: 3 clusters Score -383274.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -383592.750000 Penalty: 826.920837
	Iteration 6Q: 3 clusters Score -383592.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -383741.750000 Penalty: 826.920837
	Iteration 7Q: 3 clusters Score -383741.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -383843.125000 Penalty: 826.920837
	Iteration 8Q: 3 clusters Score -383843.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -383909.937500 Penalty: 826.920837
	Iteration 9Q: 3 clusters Score -383909.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -383958.875000 Penalty: 826.920837
	Iteration 10Q: 3 clusters Score -383958.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -384000.937500 Penalty: 826.920837
	Iteration 11Q: 3 clusters Score -384000.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -384021.531250 Penalty: 826.920837
	Iteration 12Q: 3 clusters Score -384021.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -384031.593750 Penalty: 826.920837
	Iteration 13Q: 3 clusters Score -384031.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -384035.718750 Penalty: 826.920837
	Iteration 14Q: 3 clusters Score -384035.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -384038.937500 Penalty: 826.920837
	Iteration 15Q: 3 clusters Score -384038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -384041.937500 Penalty: 826.920837
	Iteration 16Q: 3 clusters Score -384041.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -384042.531250 Penalty: 826.920837
	Iteration 17Q: 3 clusters Score -384042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -384044.187500 Penalty: 826.920837
	Iteration 18Q: 3 clusters Score -384044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -384044.062500 Penalty: 826.920837
	Iteration 19Q: 3 clusters Score -384044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -384045.156250 Penalty: 826.920837
	Iteration 20F: 3 clusters Score -384045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -384044.500000 Penalty: 826.920837
	Iteration 21Q: 3 clusters Score -384044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -384045.250000 Penalty: 826.920837
	Iteration 22Q: 3 clusters Score -384045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -384046.437500 Penalty: 826.920837
	Iteration 23Q: 3 clusters Score -384046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -384045.562500 Penalty: 826.920837
	Iteration 24Q: 3 clusters Score -384045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -384045.562500 Penalty: 826.920837
	Iteration 25F: 3 clusters Score -384045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -149054.031250 Penalty: 369.242615
	Iteration 0F: 2 clusters Score -149054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -146732.406250 Penalty: 738.485229
	Iteration 0F: 3 clusters Score -146732.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -147557.828125 Penalty: 738.485229
	Iteration 1F: 3 clusters Score -147557.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -147622.828125 Penalty: 738.485229
	Iteration 2F: 3 clusters Score -147622.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -147680.625000 Penalty: 738.485229
	Iteration 3Q: 3 clusters Score -147680.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -147738.796875 Penalty: 738.485229
	Iteration 4Q: 3 clusters Score -147738.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -147825.484375 Penalty: 738.485229
	Iteration 5Q: 3 clusters Score -147825.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147925.468750 Penalty: 738.485229
	Iteration 6F: 3 clusters Score -147925.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -148047.812500 Penalty: 738.485229
	Iteration 7F: 3 clusters Score -148047.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -148191.250000 Penalty: 738.485229
	Iteration 8F: 3 clusters Score -148191.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148348.265625 Penalty: 738.485229
	Iteration 9F: 3 clusters Score -148348.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148473.140625 Penalty: 738.485229
	Iteration 10Q: 3 clusters Score -148473.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -148567.000000 Penalty: 738.485229
	Iteration 11Q: 3 clusters Score -148567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -148648.593750 Penalty: 738.485229
	Iteration 12Q: 3 clusters Score -148648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -148685.484375 Penalty: 738.485229
	Iteration 13Q: 3 clusters Score -148685.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -148708.828125 Penalty: 738.485229
	Iteration 14Q: 3 clusters Score -148708.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -148718.984375 Penalty: 738.485229
	Iteration 15Q: 3 clusters Score -148719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -148720.687500 Penalty: 738.485229
	Iteration 16Q: 3 clusters Score -148720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148721.500000 Penalty: 738.485229
	Iteration 17Q: 3 clusters Score -148721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -148722.656250 Penalty: 738.485229
	Iteration 18Q: 3 clusters Score -148722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148724.484375 Penalty: 738.485229
	Iteration 19Q: 3 clusters Score -148724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -148726.156250 Penalty: 738.485229
	Iteration 20F: 3 clusters Score -148726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -148727.531250 Penalty: 738.485229
	Iteration 21Q: 3 clusters Score -148727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -148728.671875 Penalty: 738.485229
	Iteration 22Q: 3 clusters Score -148728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -148729.625000 Penalty: 738.485229
	Iteration 23Q: 3 clusters Score -148729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -148731.781250 Penalty: 738.485229
	Iteration 24Q: 3 clusters Score -148731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -148734.875000 Penalty: 738.485229
	Iteration 25Q: 3 clusters Score -148734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -148736.500000 Penalty: 738.485229
	Iteration 26Q: 3 clusters Score -148736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -148739.093750 Penalty: 738.485229
	Iteration 27Q: 3 clusters Score -148739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -148740.390625 Penalty: 738.485229
	Iteration 28Q: 3 clusters Score -148740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -148742.250000 Penalty: 738.485229
	Iteration 29Q: 3 clusters Score -148742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -148743.781250 Penalty: 738.485229
	Iteration 30Q: 3 clusters Score -148743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -148745.359375 Penalty: 738.485229
	Iteration 31Q: 3 clusters Score -148745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -148745.953125 Penalty: 738.485229
	Iteration 32Q: 3 clusters Score -148746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -148746.312500 Penalty: 738.485229
	Iteration 33Q: 3 clusters Score -148746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -148748.062500 Penalty: 738.485229
	Iteration 34Q: 3 clusters Score -148748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -148749.015625 Penalty: 738.485229
	Iteration 35Q: 3 clusters Score -148749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -148750.531250 Penalty: 738.485229
	Iteration 36Q: 3 clusters Score -148750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -148750.531250 Penalty: 738.485229
	Iteration 37F: 3 clusters Score -148750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Entering Unmasked Estep 
Score: -1797010.625000 Penalty: 482.918365
	Iteration 0F: 2 clusters Score -1797011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1769578.500000 Penalty: 965.836731
	Iteration 0F: 3 clusters Score -1769578 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1781238.750000 Penalty: 965.836731
	Iteration 1F: 3 clusters Score -1781239 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1781902.000000 Penalty: 965.836731
	Iteration 2Q: 3 clusters Score -1781902 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1782963.375000 Penalty: 965.836731
	Iteration 3F: 3 clusters Score -1782963 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1784572.500000 Penalty: 965.836731
	Iteration 4F: 3 clusters Score -1784572 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1786756.500000 Penalty: 965.836731
	Iteration 5F: 3 clusters Score -1786756 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1788722.875000 Penalty: 965.836731
	Iteration 6F: 3 clusters Score -1788723 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1789670.250000 Penalty: 965.836731
	Iteration 7F: 3 clusters Score -1789670 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1790064.750000 Penalty: 965.836731
	Iteration 8Q: 3 clusters Score -1790065 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1790347.125000 Penalty: 965.836731
	Iteration 9Q: 3 clusters Score -1790347 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1790623.000000 Penalty: 965.836731
	Iteration 10Q: 3 clusters Score -1790623 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1790949.500000 Penalty: 965.836731
	Iteration 11Q: 3 clusters Score -1790950 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1791360.625000 Penalty: 965.836731
	Iteration 12Q: 3 clusters Score -1791361 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1791803.875000 Penalty: 965.836731
	Iteration 13Q: 3 clusters Score -1791804 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1792285.000000 Penalty: 965.836731
	Iteration 14Q: 3 clusters Score -1792285 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1792818.000000 Penalty: 965.836731
	Iteration 15Q: 3 clusters Score -1792818 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1793380.375000 Penalty: 965.836731
	Iteration 16Q: 3 clusters Score -1793380 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1793975.375000 Penalty: 965.836731
	Iteration 17Q: 3 clusters Score -1793975 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1794589.625000 Penalty: 965.836731
	Iteration 18Q: 3 clusters Score -1794590 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1795104.000000 Penalty: 965.836731
	Iteration 19Q: 3 clusters Score -1795104 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1795534.500000 Penalty: 965.836731
	Iteration 20F: 3 clusters Score -1795534 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1795894.250000 Penalty: 965.836731
	Iteration 21Q: 3 clusters Score -1795894 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1796178.500000 Penalty: 965.836731
	Iteration 22Q: 3 clusters Score -1796178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1796369.625000 Penalty: 965.836731
	Iteration 23Q: 3 clusters Score -1796370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1796469.625000 Penalty: 965.836731
	Iteration 24Q: 3 clusters Score -1796470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1796522.875000 Penalty: 965.836731
	Iteration 25Q: 3 clusters Score -1796523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1796546.125000 Penalty: 965.836731
	Iteration 26Q: 3 clusters Score -1796546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1796564.625000 Penalty: 965.836731
	Iteration 27Q: 3 clusters Score -1796565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1796578.375000 Penalty: 965.836731
	Iteration 28Q: 3 clusters Score -1796578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1796589.750000 Penalty: 965.836731
	Iteration 29Q: 3 clusters Score -1796590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1796590.250000 Penalty: 965.836731
	Iteration 30Q: 3 clusters Score -1796590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1796589.750000 Penalty: 965.836731
	Iteration 31Q: 3 clusters Score -1796590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1796594.500000 Penalty: 965.836731
	Iteration 32Q: 3 clusters Score -1796594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1796598.750000 Penalty: 965.836731
	Iteration 33Q: 3 clusters Score -1796599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1796600.000000 Penalty: 965.836731
	Iteration 34Q: 3 clusters Score -1796600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1796600.500000 Penalty: 965.836731
	Iteration 35Q: 3 clusters Score -1796600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1796600.500000 Penalty: 965.836731
	Iteration 36F: 3 clusters Score -1796600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -98265.148438 Penalty: 351.381836
	Iteration 0F: 2 clusters Score -98265.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -96673.945312 Penalty: 702.763672
	Iteration 0F: 3 clusters Score -96673.95 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -97189.601562 Penalty: 702.763672
	Iteration 1F: 3 clusters Score -97189.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -97250.781250 Penalty: 702.763672
	Iteration 2F: 3 clusters Score -97250.78 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -97293.578125 Penalty: 702.763672
	Iteration 3Q: 3 clusters Score -97293.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -97335.921875 Penalty: 702.763672
	Iteration 4Q: 3 clusters Score -97335.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97401.335938 Penalty: 702.763672
	Iteration 5Q: 3 clusters Score -97401.34 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -97466.007812 Penalty: 702.763672
	Iteration 6Q: 3 clusters Score -97466.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -97536.992188 Penalty: 702.763672
	Iteration 7Q: 3 clusters Score -97536.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -97625.328125 Penalty: 702.763672
	Iteration 8Q: 3 clusters Score -97625.33 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -97689.828125 Penalty: 702.763672
	Iteration 9Q: 3 clusters Score -97689.83 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -97739.171875 Penalty: 702.763672
	Iteration 10Q: 3 clusters Score -97739.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -97784.179688 Penalty: 702.763672
	Iteration 11Q: 3 clusters Score -97784.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -97809.914062 Penalty: 702.763672
	Iteration 12Q: 3 clusters Score -97809.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -97825.976562 Penalty: 702.763672
	Iteration 13Q: 3 clusters Score -97825.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -97840.609375 Penalty: 702.763672
	Iteration 14Q: 3 clusters Score -97840.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -97856.906250 Penalty: 702.763672
	Iteration 15Q: 3 clusters Score -97856.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -97871.000000 Penalty: 702.763672
	Iteration 16Q: 3 clusters Score -97871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -97877.171875 Penalty: 702.763672
	Iteration 17Q: 3 clusters Score -97877.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -97884.484375 Penalty: 702.763672
	Iteration 18Q: 3 clusters Score -97884.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -97889.343750 Penalty: 702.763672
	Iteration 19Q: 3 clusters Score -97889.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -97892.132812 Penalty: 702.763672
	Iteration 20F: 3 clusters Score -97892.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -97894.484375 Penalty: 702.763672
	Iteration 21Q: 3 clusters Score -97894.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -97897.796875 Penalty: 702.763672
	Iteration 22Q: 3 clusters Score -97897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -97900.023438 Penalty: 702.763672
	Iteration 23Q: 3 clusters Score -97900.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -97900.539062 Penalty: 702.763672
	Iteration 24Q: 3 clusters Score -97900.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -97900.812500 Penalty: 702.763672
	Iteration 25Q: 3 clusters Score -97900.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -97900.906250 Penalty: 702.763672
	Iteration 26Q: 3 clusters Score -97900.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -97901.562500 Penalty: 702.763672
	Iteration 27Q: 3 clusters Score -97901.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -97902.054688 Penalty: 702.763672
	Iteration 28Q: 3 clusters Score -97902.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -97902.273438 Penalty: 702.763672
	Iteration 29Q: 3 clusters Score -97902.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -97902.351562 Penalty: 702.763672
	Iteration 30Q: 3 clusters Score -97902.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -97902.351562 Penalty: 702.763672
	Iteration 31F: 3 clusters Score -97902.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Entering Unmasked Estep 
Score: -787282.687500 Penalty: 446.765350
	Iteration 0F: 2 clusters Score -787282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -775055.687500 Penalty: 893.530701
	Iteration 0F: 3 clusters Score -775055.7 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -780093.687500 Penalty: 893.530701
	Iteration 1F: 3 clusters Score -780093.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -780333.062500 Penalty: 893.530701
	Iteration 2Q: 3 clusters Score -780333.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -780686.000000 Penalty: 893.530701
	Iteration 3Q: 3 clusters Score -780686 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -781252.125000 Penalty: 893.530701
	Iteration 4F: 3 clusters Score -781252.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -782126.875000 Penalty: 893.530701
	Iteration 5F: 3 clusters Score -782126.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -783228.000000 Penalty: 893.530701
	Iteration 6F: 3 clusters Score -783228 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -784168.125000 Penalty: 893.530701
	Iteration 7F: 3 clusters Score -784168.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -784700.750000 Penalty: 893.530701
	Iteration 8F: 3 clusters Score -784700.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -784983.562500 Penalty: 893.530701
	Iteration 9Q: 3 clusters Score -784983.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -785177.437500 Penalty: 893.530701
	Iteration 10Q: 3 clusters Score -785177.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -785342.687500 Penalty: 893.530701
	Iteration 11Q: 3 clusters Score -785342.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -785486.875000 Penalty: 893.530701
	Iteration 12Q: 3 clusters Score -785486.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -785650.000000 Penalty: 893.530701
	Iteration 13Q: 3 clusters Score -785650 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -785822.000000 Penalty: 893.530701
	Iteration 14Q: 3 clusters Score -785822 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -786020.687500 Penalty: 893.530701
	Iteration 15Q: 3 clusters Score -786020.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -786232.375000 Penalty: 893.530701
	Iteration 16Q: 3 clusters Score -786232.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -786437.625000 Penalty: 893.530701
	Iteration 17Q: 3 clusters Score -786437.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -786603.562500 Penalty: 893.530701
	Iteration 18Q: 3 clusters Score -786603.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -786737.937500 Penalty: 893.530701
	Iteration 19Q: 3 clusters Score -786737.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -786839.000000 Penalty: 893.530701
	Iteration 20F: 3 clusters Score -786839 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -786909.312500 Penalty: 893.530701
	Iteration 21Q: 3 clusters Score -786909.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -786954.375000 Penalty: 893.530701
	Iteration 22Q: 3 clusters Score -786954.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -786985.437500 Penalty: 893.530701
	Iteration 23Q: 3 clusters Score -786985.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -787012.250000 Penalty: 893.530701
	Iteration 24Q: 3 clusters Score -787012.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -787032.187500 Penalty: 893.530701
	Iteration 25Q: 3 clusters Score -787032.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -787045.687500 Penalty: 893.530701
	Iteration 26Q: 3 clusters Score -787045.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -787069.312500 Penalty: 893.530701
	Iteration 27Q: 3 clusters Score -787069.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -787086.562500 Penalty: 893.530701
	Iteration 28Q: 3 clusters Score -787086.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -787095.000000 Penalty: 893.530701
	Iteration 29Q: 3 clusters Score -787095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -787104.812500 Penalty: 893.530701
	Iteration 30Q: 3 clusters Score -787104.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -787113.125000 Penalty: 893.530701
	Iteration 31Q: 3 clusters Score -787113.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -787120.375000 Penalty: 893.530701
	Iteration 32Q: 3 clusters Score -787120.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -787125.750000 Penalty: 893.530701
	Iteration 33Q: 3 clusters Score -787125.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -787131.625000 Penalty: 893.530701
	Iteration 34Q: 3 clusters Score -787131.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -787139.062500 Penalty: 893.530701
	Iteration 35Q: 3 clusters Score -787139.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -787142.187500 Penalty: 893.530701
	Iteration 36Q: 3 clusters Score -787142.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -787145.250000 Penalty: 893.530701
	Iteration 37Q: 3 clusters Score -787145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -787148.687500 Penalty: 893.530701
	Iteration 38Q: 3 clusters Score -787148.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -787147.312500 Penalty: 893.530701
	Iteration 39Q: 3 clusters Score -787147.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -787151.187500 Penalty: 893.530701
	Iteration 40F: 3 clusters Score -787151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -787152.312500 Penalty: 893.530701
	Iteration 41Q: 3 clusters Score -787152.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -787159.375000 Penalty: 893.530701
	Iteration 42Q: 3 clusters Score -787159.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -787160.312500 Penalty: 893.530701
	Iteration 43Q: 3 clusters Score -787160.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -787166.312500 Penalty: 893.530701
	Iteration 44Q: 3 clusters Score -787166.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -787169.687500 Penalty: 893.530701
	Iteration 45Q: 3 clusters Score -787169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -787173.250000 Penalty: 893.530701
	Iteration 46Q: 3 clusters Score -787173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -787174.625000 Penalty: 893.530701
	Iteration 47Q: 3 clusters Score -787174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -787176.375000 Penalty: 893.530701
	Iteration 48Q: 3 clusters Score -787176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -787176.062500 Penalty: 893.530701
	Iteration 49Q: 3 clusters Score -787176.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -787180.062500 Penalty: 893.530701
	Iteration 50Q: 3 clusters Score -787180.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -787179.875000 Penalty: 893.530701
	Iteration 51Q: 3 clusters Score -787179.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -787182.875000 Penalty: 893.530701
	Iteration 52Q: 3 clusters Score -787182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -787183.625000 Penalty: 893.530701
	Iteration 53Q: 3 clusters Score -787183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -787184.625000 Penalty: 893.530701
	Iteration 54Q: 3 clusters Score -787184.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -787190.437500 Penalty: 893.530701
	Iteration 55Q: 3 clusters Score -787190.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -787191.062500 Penalty: 893.530701
	Iteration 56Q: 3 clusters Score -787191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -787193.812500 Penalty: 893.530701
	Iteration 57Q: 3 clusters Score -787193.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -787196.375000 Penalty: 893.530701
	Iteration 58Q: 3 clusters Score -787196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -787198.187500 Penalty: 893.530701
	Iteration 59Q: 3 clusters Score -787198.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -787198.375000 Penalty: 893.530701
	Iteration 60F: 3 clusters Score -787198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -787199.125000 Penalty: 893.530701
	Iteration 61Q: 3 clusters Score -787199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -787199.750000 Penalty: 893.530701
	Iteration 62Q: 3 clusters Score -787199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -787200.125000 Penalty: 893.530701
	Iteration 63Q: 3 clusters Score -787200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -787200.375000 Penalty: 893.530701
	Iteration 64Q: 3 clusters Score -787200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -787200.625000 Penalty: 893.530701
	Iteration 65Q: 3 clusters Score -787200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -787201.062500 Penalty: 893.530701
	Iteration 66Q: 3 clusters Score -787201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -787201.125000 Penalty: 893.530701
	Iteration 67Q: 3 clusters Score -787201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -787200.687500 Penalty: 893.530701
	Iteration 68Q: 3 clusters Score -787200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -787200.312500 Penalty: 893.530701
	Iteration 69Q: 3 clusters Score -787200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -787200.312500 Penalty: 893.530701
	Iteration 70F: 3 clusters Score -787200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -121112.562500 Penalty: 361.619385
	Iteration 0F: 2 clusters Score -121112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -119151.523438 Penalty: 723.238770
	Iteration 0F: 3 clusters Score -119151.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -119873.445312 Penalty: 723.238770
	Iteration 1F: 3 clusters Score -119873.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -119947.953125 Penalty: 723.238770
	Iteration 2F: 3 clusters Score -119948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -119998.781250 Penalty: 723.238770
	Iteration 3Q: 3 clusters Score -119998.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -120052.367188 Penalty: 723.238770
	Iteration 4Q: 3 clusters Score -120052.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -120119.390625 Penalty: 723.238770
	Iteration 5Q: 3 clusters Score -120119.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120239.953125 Penalty: 723.238770
	Iteration 6F: 3 clusters Score -120240 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120364.671875 Penalty: 723.238770
	Iteration 7F: 3 clusters Score -120364.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120481.179688 Penalty: 723.238770
	Iteration 8Q: 3 clusters Score -120481.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -120586.578125 Penalty: 723.238770
	Iteration 9Q: 3 clusters Score -120586.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -120663.460938 Penalty: 723.238770
	Iteration 10Q: 3 clusters Score -120663.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -120704.148438 Penalty: 723.238770
	Iteration 11Q: 3 clusters Score -120704.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -120731.343750 Penalty: 723.238770
	Iteration 12Q: 3 clusters Score -120731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -120757.851562 Penalty: 723.238770
	Iteration 13Q: 3 clusters Score -120757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -120780.117188 Penalty: 723.238770
	Iteration 14Q: 3 clusters Score -120780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -120799.460938 Penalty: 723.238770
	Iteration 15Q: 3 clusters Score -120799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -120805.414062 Penalty: 723.238770
	Iteration 16Q: 3 clusters Score -120805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -120811.890625 Penalty: 723.238770
	Iteration 17Q: 3 clusters Score -120811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -120814.843750 Penalty: 723.238770
	Iteration 18Q: 3 clusters Score -120814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -120817.101562 Penalty: 723.238770
	Iteration 19Q: 3 clusters Score -120817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -120817.960938 Penalty: 723.238770
	Iteration 20F: 3 clusters Score -120818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Entering Unmasked Estep 
Score: -877156.125000 Penalty: 450.647339
	Iteration 0F: 2 clusters Score -877156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -863700.437500 Penalty: 901.294678
	Iteration 0F: 3 clusters Score -863700.4 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -869265.875000 Penalty: 901.294678
	Iteration 1F: 3 clusters Score -869265.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -869512.125000 Penalty: 901.294678
	Iteration 2Q: 3 clusters Score -869512.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -869801.187500 Penalty: 901.294678
	Iteration 3Q: 3 clusters Score -869801.2 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -870243.500000 Penalty: 901.294678
	Iteration 4Q: 3 clusters Score -870243.5 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -870995.687500 Penalty: 901.294678
	Iteration 5F: 3 clusters Score -870995.7 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -872161.312500 Penalty: 901.294678
	Iteration 6F: 3 clusters Score -872161.3 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -873779.062500 Penalty: 901.294678
	Iteration 7F: 3 clusters Score -873779.1 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -875346.437500 Penalty: 901.294678
	Iteration 8F: 3 clusters Score -875346.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -876321.812500 Penalty: 901.294678
	Iteration 9Q: 3 clusters Score -876321.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -876652.187500 Penalty: 901.294678
	Iteration 10Q: 3 clusters Score -876652.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -876717.000000 Penalty: 901.294678
	Iteration 11Q: 3 clusters Score -876717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -876745.500000 Penalty: 901.294678
	Iteration 12Q: 3 clusters Score -876745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -876762.812500 Penalty: 901.294678
	Iteration 13Q: 3 clusters Score -876762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -876771.375000 Penalty: 901.294678
	Iteration 14Q: 3 clusters Score -876771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -876771.937500 Penalty: 901.294678
	Iteration 15Q: 3 clusters Score -876771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -876771.937500 Penalty: 901.294678
	Iteration 16F: 3 clusters Score -876771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Entering Unmasked Estep 
Score: -1172344.250000 Penalty: 463.933624
	Iteration 0F: 2 clusters Score -1172344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1154221.750000 Penalty: 927.867249
	Iteration 0F: 3 clusters Score -1154222 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1161825.000000 Penalty: 927.867249
	Iteration 1F: 3 clusters Score -1161825 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1162200.250000 Penalty: 927.867249
	Iteration 2Q: 3 clusters Score -1162200 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1162713.875000 Penalty: 927.867249
	Iteration 3Q: 3 clusters Score -1162714 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1163522.625000 Penalty: 927.867249
	Iteration 4F: 3 clusters Score -1163523 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1164729.500000 Penalty: 927.867249
	Iteration 5F: 3 clusters Score -1164730 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1166300.875000 Penalty: 927.867249
	Iteration 6F: 3 clusters Score -1166301 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1167491.625000 Penalty: 927.867249
	Iteration 7F: 3 clusters Score -1167492 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1168022.000000 Penalty: 927.867249
	Iteration 8Q: 3 clusters Score -1168022 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1168262.875000 Penalty: 927.867249
	Iteration 9Q: 3 clusters Score -1168263 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1168451.000000 Penalty: 927.867249
	Iteration 10Q: 3 clusters Score -1168451 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1168685.750000 Penalty: 927.867249
	Iteration 11Q: 3 clusters Score -1168686 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1168987.000000 Penalty: 927.867249
	Iteration 12Q: 3 clusters Score -1168987 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1169352.750000 Penalty: 927.867249
	Iteration 13Q: 3 clusters Score -1169353 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1169799.375000 Penalty: 927.867249
	Iteration 14Q: 3 clusters Score -1169799 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1170299.000000 Penalty: 927.867249
	Iteration 15Q: 3 clusters Score -1170299 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1170775.125000 Penalty: 927.867249
	Iteration 16Q: 3 clusters Score -1170775 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1171174.375000 Penalty: 927.867249
	Iteration 17Q: 3 clusters Score -1171174 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1171470.125000 Penalty: 927.867249
	Iteration 18Q: 3 clusters Score -1171470 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1171648.625000 Penalty: 927.867249
	Iteration 19Q: 3 clusters Score -1171649 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1171757.500000 Penalty: 927.867249
	Iteration 20F: 3 clusters Score -1171758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1171828.500000 Penalty: 927.867249
	Iteration 21Q: 3 clusters Score -1171828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1171871.000000 Penalty: 927.867249
	Iteration 22Q: 3 clusters Score -1171871 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1171900.875000 Penalty: 927.867249
	Iteration 23Q: 3 clusters Score -1171901 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1171913.250000 Penalty: 927.867249
	Iteration 24Q: 3 clusters Score -1171913 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1171927.250000 Penalty: 927.867249
	Iteration 25Q: 3 clusters Score -1171927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1171937.000000 Penalty: 927.867249
	Iteration 26Q: 3 clusters Score -1171937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1171940.250000 Penalty: 927.867249
	Iteration 27Q: 3 clusters Score -1171940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1171941.625000 Penalty: 927.867249
	Iteration 28Q: 3 clusters Score -1171942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1171942.250000 Penalty: 927.867249
	Iteration 29Q: 3 clusters Score -1171942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1171943.375000 Penalty: 927.867249
	Iteration 30Q: 3 clusters Score -1171943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1171948.500000 Penalty: 927.867249
	Iteration 31Q: 3 clusters Score -1171948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1171948.625000 Penalty: 927.867249
	Iteration 32Q: 3 clusters Score -1171949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1171949.500000 Penalty: 927.867249
	Iteration 33Q: 3 clusters Score -1171950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1171951.375000 Penalty: 927.867249
	Iteration 34Q: 3 clusters Score -1171951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1171953.375000 Penalty: 927.867249
	Iteration 35Q: 3 clusters Score -1171953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1171955.125000 Penalty: 927.867249
	Iteration 36Q: 3 clusters Score -1171955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1171954.125000 Penalty: 927.867249
	Iteration 37Q: 3 clusters Score -1171954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1171961.375000 Penalty: 927.867249
	Iteration 38Q: 3 clusters Score -1171961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1171958.250000 Penalty: 927.867249
	Iteration 39Q: 3 clusters Score -1171958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1171960.750000 Penalty: 927.867249
	Iteration 40F: 3 clusters Score -1171961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1171958.500000 Penalty: 927.867249
	Iteration 41Q: 3 clusters Score -1171958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1171964.625000 Penalty: 927.867249
	Iteration 42Q: 3 clusters Score -1171965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1171969.250000 Penalty: 927.867249
	Iteration 43Q: 3 clusters Score -1171969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1171976.375000 Penalty: 927.867249
	Iteration 44Q: 3 clusters Score -1171976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1171976.000000 Penalty: 927.867249
	Iteration 45Q: 3 clusters Score -1171976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1171979.000000 Penalty: 927.867249
	Iteration 46Q: 3 clusters Score -1171979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1171979.750000 Penalty: 927.867249
	Iteration 47Q: 3 clusters Score -1171980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1171980.500000 Penalty: 927.867249
	Iteration 48Q: 3 clusters Score -1171980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1171982.000000 Penalty: 927.867249
	Iteration 49Q: 3 clusters Score -1171982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1171981.250000 Penalty: 927.867249
	Iteration 50Q: 3 clusters Score -1171981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1171977.125000 Penalty: 927.867249
	Iteration 51Q: 3 clusters Score -1171977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1171979.125000 Penalty: 927.867249
	Iteration 52Q: 3 clusters Score -1171979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1171980.500000 Penalty: 927.867249
	Iteration 53Q: 3 clusters Score -1171980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1171979.250000 Penalty: 927.867249
	Iteration 54Q: 3 clusters Score -1171979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1171978.875000 Penalty: 927.867249
	Iteration 55Q: 3 clusters Score -1171979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1171979.625000 Penalty: 927.867249
	Iteration 56Q: 3 clusters Score -1171980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1171979.000000 Penalty: 927.867249
	Iteration 57Q: 3 clusters Score -1171979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1171981.625000 Penalty: 927.867249
	Iteration 58Q: 3 clusters Score -1171982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1171981.750000 Penalty: 927.867249
	Iteration 59Q: 3 clusters Score -1171982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1171982.250000 Penalty: 927.867249
	Iteration 60F: 3 clusters Score -1171982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1171984.250000 Penalty: 927.867249
	Iteration 61Q: 3 clusters Score -1171984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1171985.000000 Penalty: 927.867249
	Iteration 62Q: 3 clusters Score -1171985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1171984.750000 Penalty: 927.867249
	Iteration 63Q: 3 clusters Score -1171985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1171985.625000 Penalty: 927.867249
	Iteration 64Q: 3 clusters Score -1171986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1171987.250000 Penalty: 927.867249
	Iteration 65Q: 3 clusters Score -1171987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1171989.125000 Penalty: 927.867249
	Iteration 66Q: 3 clusters Score -1171989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1171989.500000 Penalty: 927.867249
	Iteration 67Q: 3 clusters Score -1171990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1171990.500000 Penalty: 927.867249
	Iteration 68Q: 3 clusters Score -1171990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1171989.750000 Penalty: 927.867249
	Iteration 69Q: 3 clusters Score -1171990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1171990.750000 Penalty: 927.867249
	Iteration 70Q: 3 clusters Score -1171991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1171989.125000 Penalty: 927.867249
	Iteration 71Q: 3 clusters Score -1171989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1171990.125000 Penalty: 927.867249
	Iteration 72Q: 3 clusters Score -1171990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1171991.875000 Penalty: 927.867249
	Iteration 73Q: 3 clusters Score -1171992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1171988.250000 Penalty: 927.867249
	Iteration 74Q: 3 clusters Score -1171988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1171990.000000 Penalty: 927.867249
	Iteration 75Q: 3 clusters Score -1171990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1171989.000000 Penalty: 927.867249
	Iteration 76Q: 3 clusters Score -1171989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1171986.625000 Penalty: 927.867249
	Iteration 77Q: 3 clusters Score -1171987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1171987.375000 Penalty: 927.867249
	Iteration 78Q: 3 clusters Score -1171987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1171987.500000 Penalty: 927.867249
	Iteration 79Q: 3 clusters Score -1171988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1171989.375000 Penalty: 927.867249
	Iteration 80F: 3 clusters Score -1171989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1171987.250000 Penalty: 927.867249
	Iteration 81Q: 3 clusters Score -1171987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1171988.000000 Penalty: 927.867249
	Iteration 82Q: 3 clusters Score -1171988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1171989.375000 Penalty: 927.867249
	Iteration 83Q: 3 clusters Score -1171989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1171991.125000 Penalty: 927.867249
	Iteration 84Q: 3 clusters Score -1171991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1171991.375000 Penalty: 927.867249
	Iteration 85Q: 3 clusters Score -1171991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1171991 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1171990 nChanged 4
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Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1171990 nChanged 5
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Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1171991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1171993.750000 Penalty: 927.867249
	Iteration 92Q: 3 clusters Score -1171994 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1171993 nChanged 7
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Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1171994 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1171994 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1171992 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1171994 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1171992 nChanged 14
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Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1171995 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1171997 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1171995 nChanged 25
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Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1171997 nChanged 26
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Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1172002 nChanged 19
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Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1172004 nChanged 15
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Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1172002 nChanged 12
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Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1172005 nChanged 9
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Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1172002 nChanged 5
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Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1172003 nChanged 4
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Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1172006 nChanged 7
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Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1172004 nChanged 13
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Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 7569 members 
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	Iteration 113Q: 3 clusters Score -1172005 nChanged 8
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Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1172003 nChanged 14
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Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1172001 nChanged 14
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Mstep: Class 1 contains 19189 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1172003 nChanged 17
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Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1172006 nChanged 23
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Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1172005 nChanged 29
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Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 7706 members 
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Mstep: Class 1 contains 19076 members 
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 7791 members 
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Mstep: Class 1 contains 18988 members 
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	Iteration 126Q: 3 clusters Score -1172012 nChanged 19
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Mstep: Class 1 contains 18969 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1172016 nChanged 24
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Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 7860 members 
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Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 7892 members 
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Mstep: Class 1 contains 18872 members 
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Mstep: Class 1 contains 18827 members 
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	Iteration 131Q: 3 clusters Score -1172023 nChanged 44
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Mstep: Class 1 contains 18783 members 
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Mstep: Class 1 contains 18746 members 
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Mstep: Class 1 contains 18710 members 
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	Iteration 134Q: 3 clusters Score -1172027 nChanged 36
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Mstep: Class 1 contains 18674 members 
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Mstep: Class 1 contains 18629 members 
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	Iteration 137Q: 3 clusters Score -1172033 nChanged 33
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	Iteration 138Q: 3 clusters Score -1172035 nChanged 38
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	Iteration 139Q: 3 clusters Score -1172036 nChanged 34
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	Iteration 140F: 3 clusters Score -1172043 nChanged 23
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Mstep: Class 1 contains 18460 members 
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Mstep: Class 1 contains 18439 members 
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	Iteration 143Q: 3 clusters Score -1172046 nChanged 23
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Mstep: Class 1 contains 18393 members 
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Mstep: Class 1 contains 18371 members 
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	Iteration 145Q: 3 clusters Score -1172050 nChanged 15
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Mstep: Class 1 contains 18356 members 
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	Iteration 147Q: 3 clusters Score -1172048 nChanged 17
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Mstep: Class 1 contains 18320 members 
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Mstep: Class 1 contains 18280 members 
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	Iteration 151Q: 3 clusters Score -1172051 nChanged 32
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	Iteration 154Q: 3 clusters Score -1172055 nChanged 32
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Mstep: Class 1 contains 18135 members 
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	Iteration 155Q: 3 clusters Score -1172056 nChanged 40
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Mstep: Class 1 contains 18095 members 
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	Iteration 158Q: 3 clusters Score -1172058 nChanged 15
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Mstep: Class 1 contains 18032 members 
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	Iteration 159Q: 3 clusters Score -1172061 nChanged 12
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Mstep: Class 1 contains 18020 members 
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	Iteration 160F: 3 clusters Score -1172062 nChanged 7
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Mstep: Class 1 contains 18013 members 
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	Iteration 161Q: 3 clusters Score -1172063 nChanged 3
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	Iteration 162Q: 3 clusters Score -1172064 nChanged 3
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	Iteration 163Q: 3 clusters Score -1172064 nChanged 4
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	Iteration 164Q: 3 clusters Score -1172064 nChanged 5
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	Iteration 165Q: 3 clusters Score -1172064 nChanged 6
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	Iteration 166Q: 3 clusters Score -1172066 nChanged 5
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	Iteration 168Q: 3 clusters Score -1172063 nChanged 9
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	Iteration 175Q: 3 clusters Score -1172060 nChanged 9
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	Iteration 177Q: 3 clusters Score -1172066 nChanged 10
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Mstep: Class 1 contains 17896 members 
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	Iteration 178Q: 3 clusters Score -1172066 nChanged 14
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	Iteration 179Q: 3 clusters Score -1172065 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1172070.375000 Penalty: 927.867249
	Iteration 180F: 3 clusters Score -1172070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1172067.625000 Penalty: 927.867249
	Iteration 181Q: 3 clusters Score -1172068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1172071.250000 Penalty: 927.867249
	Iteration 182Q: 3 clusters Score -1172071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1172069.875000 Penalty: 927.867249
	Iteration 183Q: 3 clusters Score -1172070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1172069.375000 Penalty: 927.867249
	Iteration 184Q: 3 clusters Score -1172069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1172068.125000 Penalty: 927.867249
	Iteration 185Q: 3 clusters Score -1172068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1172070.500000 Penalty: 927.867249
	Iteration 186Q: 3 clusters Score -1172070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1172070.000000 Penalty: 927.867249
	Iteration 187Q: 3 clusters Score -1172070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1172069.000000 Penalty: 927.867249
	Iteration 188Q: 3 clusters Score -1172069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1172070.250000 Penalty: 927.867249
	Iteration 189Q: 3 clusters Score -1172070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1172071.500000 Penalty: 927.867249
	Iteration 190Q: 3 clusters Score -1172072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1172069.625000 Penalty: 927.867249
	Iteration 191Q: 3 clusters Score -1172070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1172073.000000 Penalty: 927.867249
	Iteration 192Q: 3 clusters Score -1172073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1172072.375000 Penalty: 927.867249
	Iteration 193Q: 3 clusters Score -1172072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1172071.250000 Penalty: 927.867249
	Iteration 194Q: 3 clusters Score -1172071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1172071.250000 Penalty: 927.867249
	Iteration 195F: 3 clusters Score -1172071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38771 members 
Mstep: Class 3 contains 157604 members 
Mstep: Class 4 contains 299656 members 
Mstep: Class 5 contains 104210 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 294668 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 69053 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 8840 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 40684 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18380 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 20017 members 
Mstep: Class 25 contains 26805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952420.000000 Penalty: 15206.294922
Iteration 479Q: 25 clusters Score -4.695242e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38765 members 
Mstep: Class 3 contains 157773 members 
Mstep: Class 4 contains 299509 members 
Mstep: Class 5 contains 103948 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 294905 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 69027 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 40638 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 18381 members 
Mstep: Class 23 contains 2832 members 
Mstep: Class 24 contains 20001 members 
Mstep: Class 25 contains 26809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 480F: 25 clusters Score -4.69526e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38758 members 
Mstep: Class 3 contains 157924 members 
Mstep: Class 4 contains 299392 members 
Mstep: Class 5 contains 103661 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 295147 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 69003 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 40601 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 18380 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 19983 members 
Mstep: Class 25 contains 26795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 481Q: 25 clusters Score -4.695264e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38757 members 
Mstep: Class 3 contains 158043 members 
Mstep: Class 4 contains 299226 members 
Mstep: Class 5 contains 103395 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 4798 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 295416 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68993 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 40558 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18378 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 19980 members 
Mstep: Class 25 contains 26775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952664.000000 Penalty: 15206.294922
Iteration 482Q: 25 clusters Score -4.695266e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 158187 members 
Mstep: Class 4 contains 299107 members 
Mstep: Class 5 contains 103112 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 295632 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68985 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 40524 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18378 members 
Mstep: Class 23 contains 2835 members 
Mstep: Class 24 contains 19971 members 
Mstep: Class 25 contains 26751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 483Q: 25 clusters Score -4.695275e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 158311 members 
Mstep: Class 4 contains 299024 members 
Mstep: Class 5 contains 102784 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 295840 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68974 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 8878 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 40505 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18391 members 
Mstep: Class 23 contains 2836 members 
Mstep: Class 24 contains 19951 members 
Mstep: Class 25 contains 26721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952812.000000 Penalty: 15206.294922
Iteration 484Q: 25 clusters Score -4.695281e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38767 members 
Mstep: Class 3 contains 158453 members 
Mstep: Class 4 contains 298932 members 
Mstep: Class 5 contains 102471 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 296055 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68929 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 40466 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18406 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 19944 members 
Mstep: Class 25 contains 26704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952692.000000 Penalty: 15206.294922
Iteration 485Q: 25 clusters Score -4.695269e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38784 members 
Mstep: Class 3 contains 158555 members 
Mstep: Class 4 contains 298865 members 
Mstep: Class 5 contains 102139 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12131 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 296288 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68890 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 8879 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 40438 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 18413 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 19946 members 
Mstep: Class 25 contains 26685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952800.000000 Penalty: 15206.294922
Iteration 486Q: 25 clusters Score -4.69528e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38811 members 
Mstep: Class 3 contains 158660 members 
Mstep: Class 4 contains 298736 members 
Mstep: Class 5 contains 101856 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12235 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 296539 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 68845 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 8869 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 20 contains 40409 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18416 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 19956 members 
Mstep: Class 25 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952764.000000 Penalty: 15206.294922
Iteration 487Q: 25 clusters Score -4.695276e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38836 members 
Mstep: Class 3 contains 158776 members 
Mstep: Class 4 contains 298639 members 
Mstep: Class 5 contains 101581 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12355 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 296764 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 68791 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 40353 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 18433 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 19965 members 
Mstep: Class 25 contains 26614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952460.000000 Penalty: 15206.294922
Iteration 488Q: 25 clusters Score -4.695246e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38838 members 
Mstep: Class 3 contains 158884 members 
Mstep: Class 4 contains 298569 members 
Mstep: Class 5 contains 101295 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12488 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 296989 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 68765 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 3361 members 
Mstep: Class 20 contains 40300 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 19973 members 
Mstep: Class 25 contains 26538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952560.000000 Penalty: 15206.294922
Iteration 489Q: 25 clusters Score -4.695256e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38847 members 
Mstep: Class 3 contains 158972 members 
Mstep: Class 4 contains 298581 members 
Mstep: Class 5 contains 100984 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 297135 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 68744 members 
Mstep: Class 14 contains 567 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 40259 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 18476 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 19987 members 
Mstep: Class 25 contains 26448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952472.000000 Penalty: 15206.294922
Iteration 490Q: 25 clusters Score -4.695247e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38863 members 
Mstep: Class 3 contains 159046 members 
Mstep: Class 4 contains 298643 members 
Mstep: Class 5 contains 100633 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12770 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 7899 members 
Mstep: Class 10 contains 297303 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 68716 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 40208 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 19998 members 
Mstep: Class 25 contains 26371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952476.000000 Penalty: 15206.294922
Iteration 491Q: 25 clusters Score -4.695248e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38879 members 
Mstep: Class 3 contains 159108 members 
Mstep: Class 4 contains 298749 members 
Mstep: Class 5 contains 100244 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12895 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 7918 members 
Mstep: Class 10 contains 297443 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68707 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 40178 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 18527 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 20015 members 
Mstep: Class 25 contains 26291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952372.000000 Penalty: 15206.294922
Iteration 492Q: 25 clusters Score -4.695237e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38891 members 
Mstep: Class 3 contains 159149 members 
Mstep: Class 4 contains 298870 members 
Mstep: Class 5 contains 99849 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 7934 members 
Mstep: Class 10 contains 297589 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68707 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 522 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 40152 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 18548 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 20032 members 
Mstep: Class 25 contains 26238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952356.000000 Penalty: 15206.294922
Iteration 493Q: 25 clusters Score -4.695236e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38907 members 
Mstep: Class 3 contains 159177 members 
Mstep: Class 4 contains 299013 members 
Mstep: Class 5 contains 99488 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13082 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 297705 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68695 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 8879 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 40134 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 18565 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 20029 members 
Mstep: Class 25 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952380.000000 Penalty: 15206.294922
Iteration 494Q: 25 clusters Score -4.695238e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38918 members 
Mstep: Class 3 contains 159205 members 
Mstep: Class 4 contains 299145 members 
Mstep: Class 5 contains 99152 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 297785 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68706 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 40115 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 18579 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 20031 members 
Mstep: Class 25 contains 26153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952416.000000 Penalty: 15206.294922
Iteration 495Q: 25 clusters Score -4.695242e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38925 members 
Mstep: Class 3 contains 159225 members 
Mstep: Class 4 contains 299250 members 
Mstep: Class 5 contains 98853 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 4702 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 297847 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68742 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 40089 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 18599 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 20049 members 
Mstep: Class 25 contains 26093 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 496Q: 25 clusters Score -4.695249e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38931 members 
Mstep: Class 3 contains 159261 members 
Mstep: Class 4 contains 299395 members 
Mstep: Class 5 contains 98571 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13395 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 297869 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 68786 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 40078 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 18612 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 20059 members 
Mstep: Class 25 contains 26019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952468.000000 Penalty: 15206.294922
Iteration 497Q: 25 clusters Score -4.695247e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38940 members 
Mstep: Class 3 contains 159312 members 
Mstep: Class 4 contains 299549 members 
Mstep: Class 5 contains 98289 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13511 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 297844 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 68829 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 40083 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 18626 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 20061 members 
Mstep: Class 25 contains 25943 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 498Q: 25 clusters Score -4.69525e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38936 members 
Mstep: Class 3 contains 159379 members 
Mstep: Class 4 contains 299672 members 
Mstep: Class 5 contains 98012 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 297819 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 68864 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 8886 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 40101 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 18642 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 20066 members 
Mstep: Class 25 contains 25907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952640.000000 Penalty: 15206.294922
Iteration 499Q: 25 clusters Score -4.695264e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38927 members 
Mstep: Class 3 contains 159441 members 
Mstep: Class 4 contains 299784 members 
Mstep: Class 5 contains 97748 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 13680 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 297804 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 68907 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 98 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 8879 members 
Mstep: Class 19 contains 3381 members 
Mstep: Class 20 contains 40106 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 18655 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 20077 members 
Mstep: Class 25 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -46952696.000000 Penalty: 15206.294922
Iteration 500F: 25 clusters Score -4.69527e+07 nChanged 1219
Maximum iterations exceeded
25->25 Clusters: Score -46952696.000000, best is -46957668.000000

Main iterations: 3006 (time per=4959.597407ms)
Total iterations: 81010 (time per=184.033450ms)
Iterations metric 2: 1672389853184.000000 (time per=8.914518ns)
Iterations metric 3: 20067540533248.000000 (time per=742.918634ps)

That took 14908.549805 seconds.
